warning: commands will be executed using /bin/sh
job 2086 at Tue Mar 11 11:29:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140310/YutaMouse20-140310/YutaMouse20-140310
ElecNo	4
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 3736704 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1245568 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 65292 members 
Mstep: Class 3 contains 65658 members 
Mstep: Class 4 contains 65110 members 
Mstep: Class 5 contains 65724 members 
Mstep: Class 6 contains 65361 members 
Mstep: Class 7 contains 65715 members 
Mstep: Class 8 contains 65434 members 
Mstep: Class 9 contains 65568 members 
Mstep: Class 10 contains 65543 members 
Mstep: Class 11 contains 65708 members 
Mstep: Class 12 contains 65574 members 
Mstep: Class 13 contains 65751 members 
Mstep: Class 14 contains 65270 members 
Mstep: Class 15 contains 65338 members 
Mstep: Class 16 contains 66129 members 
Mstep: Class 17 contains 65463 members 
Mstep: Class 18 contains 65644 members 
Mstep: Class 19 contains 65486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 159.448090 but Gain 3480.703125
Score: -137895104.000000 Penalty: 62652.695312
Iteration 0F: 19 clusters Score -1.378951e+08 nChanged 1179149
Entering Unmasked Mstep 
Mstep: Class 0 contains 3365 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 14757 members 
Mstep: Class 3 contains 39942 members 
Mstep: Class 4 contains 3194 members 
Mstep: Class 5 contains 7293 members 
Mstep: Class 6 contains 26047 members 
Mstep: Class 7 contains 14228 members 
Mstep: Class 8 contains 45707 members 
Mstep: Class 9 contains 4684 members 
Mstep: Class 10 contains 25946 members 
Mstep: Class 11 contains 60459 members 
Mstep: Class 12 contains 15041 members 
Mstep: Class 13 contains 16006 members 
Mstep: Class 14 contains 7133 members 
Mstep: Class 15 contains 70606 members 
Mstep: Class 16 contains 8197 members 
Mstep: Class 17 contains 12019 members 
Mstep: Class 19 contains 867882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2467.342529 but Gain 3480.707031
Score: -144584320.000000 Penalty: 59171.988281
Iteration 1F: 18 clusters Score -1.445843e+08 nChanged 340016
Entering Unmasked Mstep 
Mstep: Class 0 contains 3298 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 12509 members 
Mstep: Class 3 contains 30872 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 4347 members 
Mstep: Class 6 contains 28285 members 
Mstep: Class 7 contains 10448 members 
Mstep: Class 8 contains 56040 members 
Mstep: Class 9 contains 3004 members 
Mstep: Class 10 contains 25464 members 
Mstep: Class 11 contains 92045 members 
Mstep: Class 12 contains 9541 members 
Mstep: Class 13 contains 11117 members 
Mstep: Class 15 contains 86604 members 
Mstep: Class 16 contains 4663 members 
Mstep: Class 17 contains 15376 members 
Mstep: Class 19 contains 838241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145612784.000000 Penalty: 59171.988281
Iteration 2F: 18 clusters Score -1.456128e+08 nChanged 249576
Entering Unmasked Mstep 
Mstep: Class 0 contains 3240 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 16079 members 
Mstep: Class 3 contains 26186 members 
Mstep: Class 4 contains 4462 members 
Mstep: Class 5 contains 4511 members 
Mstep: Class 6 contains 40215 members 
Mstep: Class 7 contains 12789 members 
Mstep: Class 8 contains 83153 members 
Mstep: Class 9 contains 2073 members 
Mstep: Class 10 contains 23505 members 
Mstep: Class 11 contains 138671 members 
Mstep: Class 12 contains 9154 members 
Mstep: Class 13 contains 7211 members 
Mstep: Class 15 contains 123501 members 
Mstep: Class 16 contains 4769 members 
Mstep: Class 17 contains 23470 members 
Mstep: Class 19 contains 710737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146258576.000000 Penalty: 59171.988281
Iteration 3F: 18 clusters Score -1.462586e+08 nChanged 216819
Entering Unmasked Mstep 
Mstep: Class 0 contains 2991 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 18069 members 
Mstep: Class 3 contains 21875 members 
Mstep: Class 4 contains 4556 members 
Mstep: Class 5 contains 6083 members 
Mstep: Class 6 contains 55943 members 
Mstep: Class 7 contains 13471 members 
Mstep: Class 8 contains 97089 members 
Mstep: Class 9 contains 2203 members 
Mstep: Class 10 contains 19238 members 
Mstep: Class 11 contains 195805 members 
Mstep: Class 12 contains 11157 members 
Mstep: Class 13 contains 4738 members 
Mstep: Class 15 contains 156869 members 
Mstep: Class 16 contains 5599 members 
Mstep: Class 17 contains 28938 members 
Mstep: Class 19 contains 587891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146689888.000000 Penalty: 59171.988281
Iteration 4F: 18 clusters Score -1.466899e+08 nChanged 201407
Entering Unmasked Mstep 
Mstep: Class 0 contains 2166 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 19016 members 
Mstep: Class 3 contains 17755 members 
Mstep: Class 4 contains 5561 members 
Mstep: Class 5 contains 9815 members 
Mstep: Class 6 contains 79189 members 
Mstep: Class 7 contains 11471 members 
Mstep: Class 8 contains 98572 members 
Mstep: Class 9 contains 2709 members 
Mstep: Class 10 contains 15378 members 
Mstep: Class 11 contains 269225 members 
Mstep: Class 12 contains 16210 members 
Mstep: Class 13 contains 3381 members 
Mstep: Class 15 contains 178934 members 
Mstep: Class 16 contains 5798 members 
Mstep: Class 17 contains 32052 members 
Mstep: Class 19 contains 465046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147124704.000000 Penalty: 59171.988281
Iteration 5F: 18 clusters Score -1.471247e+08 nChanged 157567
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 19376 members 
Mstep: Class 3 contains 14145 members 
Mstep: Class 4 contains 6917 members 
Mstep: Class 5 contains 12885 members 
Mstep: Class 6 contains 97894 members 
Mstep: Class 7 contains 9651 members 
Mstep: Class 8 contains 92962 members 
Mstep: Class 9 contains 2344 members 
Mstep: Class 10 contains 12638 members 
Mstep: Class 11 contains 321593 members 
Mstep: Class 12 contains 22084 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 15 contains 188121 members 
Mstep: Class 16 contains 5509 members 
Mstep: Class 17 contains 32392 members 
Mstep: Class 19 contains 388610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147354048.000000 Penalty: 59171.988281
Iteration 6F: 18 clusters Score -1.47354e+08 nChanged 118135
Entering Unmasked Mstep 
Mstep: Class 0 contains 1487 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 20057 members 
Mstep: Class 3 contains 12359 members 
Mstep: Class 4 contains 8529 members 
Mstep: Class 5 contains 13598 members 
Mstep: Class 6 contains 104039 members 
Mstep: Class 7 contains 9265 members 
Mstep: Class 8 contains 86530 members 
Mstep: Class 9 contains 2202 members 
Mstep: Class 10 contains 11080 members 
Mstep: Class 11 contains 320689 members 
Mstep: Class 12 contains 27630 members 
Mstep: Class 13 contains 2916 members 
Mstep: Class 15 contains 196194 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 32128 members 
Mstep: Class 19 contains 377119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147478688.000000 Penalty: 59171.988281
Iteration 7F: 18 clusters Score -1.474787e+08 nChanged 88828
Entering Unmasked Mstep 
Mstep: Class 0 contains 1221 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 20809 members 
Mstep: Class 3 contains 11766 members 
Mstep: Class 4 contains 10493 members 
Mstep: Class 5 contains 13824 members 
Mstep: Class 6 contains 106098 members 
Mstep: Class 7 contains 9214 members 
Mstep: Class 8 contains 81524 members 
Mstep: Class 9 contains 2126 members 
Mstep: Class 10 contains 10161 members 
Mstep: Class 11 contains 314418 members 
Mstep: Class 12 contains 32417 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 15 contains 202536 members 
Mstep: Class 16 contains 5089 members 
Mstep: Class 17 contains 31414 members 
Mstep: Class 19 contains 373954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147548768.000000 Penalty: 59171.988281
Iteration 8F: 18 clusters Score -1.475488e+08 nChanged 70662
Entering Unmasked Mstep 
Mstep: Class 0 contains 1168 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 21425 members 
Mstep: Class 3 contains 11337 members 
Mstep: Class 4 contains 12514 members 
Mstep: Class 5 contains 13931 members 
Mstep: Class 6 contains 107207 members 
Mstep: Class 7 contains 9210 members 
Mstep: Class 8 contains 77465 members 
Mstep: Class 9 contains 2070 members 
Mstep: Class 10 contains 9638 members 
Mstep: Class 11 contains 315594 members 
Mstep: Class 12 contains 36286 members 
Mstep: Class 13 contains 3009 members 
Mstep: Class 15 contains 205525 members 
Mstep: Class 16 contains 4950 members 
Mstep: Class 17 contains 30555 members 
Mstep: Class 19 contains 367043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147596816.000000 Penalty: 59171.988281
Iteration 9F: 18 clusters Score -1.475968e+08 nChanged 57483
Entering Unmasked Mstep 
Mstep: Class 0 contains 1085 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 22019 members 
Mstep: Class 3 contains 10773 members 
Mstep: Class 4 contains 14348 members 
Mstep: Class 5 contains 13976 members 
Mstep: Class 6 contains 107846 members 
Mstep: Class 7 contains 9151 members 
Mstep: Class 8 contains 74474 members 
Mstep: Class 9 contains 2031 members 
Mstep: Class 10 contains 9310 members 
Mstep: Class 11 contains 316805 members 
Mstep: Class 12 contains 39473 members 
Mstep: Class 13 contains 3017 members 
Mstep: Class 15 contains 206891 members 
Mstep: Class 16 contains 4955 members 
Mstep: Class 17 contains 29920 members 
Mstep: Class 19 contains 361500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147634544.000000 Penalty: 59171.988281
Iteration 10Q: 18 clusters Score -1.476345e+08 nChanged 47251
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 22952 members 
Mstep: Class 3 contains 10192 members 
Mstep: Class 4 contains 16015 members 
Mstep: Class 5 contains 13910 members 
Mstep: Class 6 contains 108352 members 
Mstep: Class 7 contains 9107 members 
Mstep: Class 8 contains 72443 members 
Mstep: Class 9 contains 2001 members 
Mstep: Class 10 contains 9060 members 
Mstep: Class 11 contains 316321 members 
Mstep: Class 12 contains 42387 members 
Mstep: Class 13 contains 2865 members 
Mstep: Class 15 contains 207149 members 
Mstep: Class 16 contains 5155 members 
Mstep: Class 17 contains 29486 members 
Mstep: Class 19 contains 357476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147662336.000000 Penalty: 59171.988281
Iteration 11Q: 18 clusters Score -1.476623e+08 nChanged 39099
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 24138 members 
Mstep: Class 3 contains 9597 members 
Mstep: Class 4 contains 17423 members 
Mstep: Class 5 contains 13743 members 
Mstep: Class 6 contains 108891 members 
Mstep: Class 7 contains 9102 members 
Mstep: Class 8 contains 71075 members 
Mstep: Class 9 contains 1976 members 
Mstep: Class 10 contains 8806 members 
Mstep: Class 11 contains 314552 members 
Mstep: Class 12 contains 44869 members 
Mstep: Class 13 contains 2718 members 
Mstep: Class 15 contains 206547 members 
Mstep: Class 16 contains 5351 members 
Mstep: Class 17 contains 29336 members 
Mstep: Class 19 contains 354694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147685936.000000 Penalty: 59171.988281
Iteration 12Q: 18 clusters Score -1.476859e+08 nChanged 34023
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 25580 members 
Mstep: Class 3 contains 9029 members 
Mstep: Class 4 contains 18557 members 
Mstep: Class 5 contains 13482 members 
Mstep: Class 6 contains 109482 members 
Mstep: Class 7 contains 9148 members 
Mstep: Class 8 contains 70181 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 8539 members 
Mstep: Class 11 contains 311944 members 
Mstep: Class 12 contains 47175 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 15 contains 205405 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 29331 members 
Mstep: Class 19 contains 352330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147708032.000000 Penalty: 59171.988281
Iteration 13Q: 18 clusters Score -1.47708e+08 nChanged 30602
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 27168 members 
Mstep: Class 3 contains 8569 members 
Mstep: Class 4 contains 19460 members 
Mstep: Class 5 contains 13269 members 
Mstep: Class 6 contains 110205 members 
Mstep: Class 7 contains 9262 members 
Mstep: Class 8 contains 69600 members 
Mstep: Class 9 contains 1995 members 
Mstep: Class 10 contains 8309 members 
Mstep: Class 11 contains 308711 members 
Mstep: Class 12 contains 49222 members 
Mstep: Class 13 contains 2694 members 
Mstep: Class 15 contains 203761 members 
Mstep: Class 16 contains 5410 members 
Mstep: Class 17 contains 29487 members 
Mstep: Class 19 contains 350271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147730064.000000 Penalty: 59171.988281
Iteration 14Q: 18 clusters Score -1.477301e+08 nChanged 27937
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 28742 members 
Mstep: Class 3 contains 8158 members 
Mstep: Class 4 contains 20275 members 
Mstep: Class 5 contains 13247 members 
Mstep: Class 6 contains 111038 members 
Mstep: Class 7 contains 9433 members 
Mstep: Class 8 contains 69230 members 
Mstep: Class 9 contains 2023 members 
Mstep: Class 10 contains 8209 members 
Mstep: Class 11 contains 305153 members 
Mstep: Class 12 contains 51146 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 15 contains 202168 members 
Mstep: Class 16 contains 5411 members 
Mstep: Class 17 contains 29718 members 
Mstep: Class 19 contains 348123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147748944.000000 Penalty: 59171.988281
Iteration 15Q: 18 clusters Score -1.477489e+08 nChanged 25353
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 30212 members 
Mstep: Class 3 contains 7781 members 
Mstep: Class 4 contains 20979 members 
Mstep: Class 5 contains 13382 members 
Mstep: Class 6 contains 111951 members 
Mstep: Class 7 contains 9687 members 
Mstep: Class 8 contains 68979 members 
Mstep: Class 9 contains 2044 members 
Mstep: Class 10 contains 8282 members 
Mstep: Class 11 contains 300908 members 
Mstep: Class 12 contains 52833 members 
Mstep: Class 13 contains 2692 members 
Mstep: Class 15 contains 201362 members 
Mstep: Class 16 contains 5390 members 
Mstep: Class 17 contains 29938 members 
Mstep: Class 19 contains 346249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147763840.000000 Penalty: 59171.988281
Iteration 16Q: 18 clusters Score -1.477638e+08 nChanged 22931
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 31529 members 
Mstep: Class 3 contains 7492 members 
Mstep: Class 4 contains 21539 members 
Mstep: Class 5 contains 13660 members 
Mstep: Class 6 contains 112911 members 
Mstep: Class 7 contains 9970 members 
Mstep: Class 8 contains 68806 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 8441 members 
Mstep: Class 11 contains 296887 members 
Mstep: Class 12 contains 54410 members 
Mstep: Class 13 contains 2692 members 
Mstep: Class 15 contains 200903 members 
Mstep: Class 16 contains 5353 members 
Mstep: Class 17 contains 30265 members 
Mstep: Class 19 contains 344217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147777168.000000 Penalty: 59171.988281
Iteration 17Q: 18 clusters Score -1.477772e+08 nChanged 20770
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 32760 members 
Mstep: Class 3 contains 7225 members 
Mstep: Class 4 contains 22066 members 
Mstep: Class 5 contains 13956 members 
Mstep: Class 6 contains 113945 members 
Mstep: Class 7 contains 10244 members 
Mstep: Class 8 contains 68719 members 
Mstep: Class 9 contains 2085 members 
Mstep: Class 10 contains 8634 members 
Mstep: Class 11 contains 292940 members 
Mstep: Class 12 contains 55929 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 15 contains 200817 members 
Mstep: Class 16 contains 5299 members 
Mstep: Class 17 contains 30507 members 
Mstep: Class 19 contains 342235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147788784.000000 Penalty: 59171.988281
Iteration 18Q: 18 clusters Score -1.477888e+08 nChanged 18717
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 33708 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 22477 members 
Mstep: Class 5 contains 14220 members 
Mstep: Class 6 contains 114981 members 
Mstep: Class 7 contains 10534 members 
Mstep: Class 8 contains 68658 members 
Mstep: Class 9 contains 2090 members 
Mstep: Class 10 contains 8849 members 
Mstep: Class 11 contains 289741 members 
Mstep: Class 12 contains 57379 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 15 contains 200652 members 
Mstep: Class 16 contains 5268 members 
Mstep: Class 17 contains 30841 members 
Mstep: Class 19 contains 340123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147797488.000000 Penalty: 59171.988281
Iteration 19Q: 18 clusters Score -1.477975e+08 nChanged 17083
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 34548 members 
Mstep: Class 3 contains 6808 members 
Mstep: Class 4 contains 22784 members 
Mstep: Class 5 contains 14406 members 
Mstep: Class 6 contains 116103 members 
Mstep: Class 7 contains 10822 members 
Mstep: Class 8 contains 68623 members 
Mstep: Class 9 contains 2087 members 
Mstep: Class 10 contains 9054 members 
Mstep: Class 11 contains 286913 members 
Mstep: Class 12 contains 58680 members 
Mstep: Class 13 contains 2690 members 
Mstep: Class 15 contains 200503 members 
Mstep: Class 16 contains 5240 members 
Mstep: Class 17 contains 31174 members 
Mstep: Class 19 contains 337995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147820848.000000 Penalty: 59171.988281
Iteration 20F: 18 clusters Score -1.478208e+08 nChanged 16820
Entering Unmasked Mstep 
Mstep: Class 0 contains 881 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 35195 members 
Mstep: Class 3 contains 6930 members 
Mstep: Class 4 contains 22966 members 
Mstep: Class 5 contains 14557 members 
Mstep: Class 6 contains 117280 members 
Mstep: Class 7 contains 11055 members 
Mstep: Class 8 contains 68591 members 
Mstep: Class 9 contains 2011 members 
Mstep: Class 10 contains 9236 members 
Mstep: Class 11 contains 284672 members 
Mstep: Class 12 contains 59753 members 
Mstep: Class 13 contains 2173 members 
Mstep: Class 15 contains 200340 members 
Mstep: Class 16 contains 5901 members 
Mstep: Class 17 contains 31504 members 
Mstep: Class 19 contains 335797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147839936.000000 Penalty: 59171.988281
Iteration 21Q: 18 clusters Score -1.478399e+08 nChanged 15697
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 35769 members 
Mstep: Class 3 contains 6892 members 
Mstep: Class 4 contains 23093 members 
Mstep: Class 5 contains 14654 members 
Mstep: Class 6 contains 118506 members 
Mstep: Class 7 contains 11321 members 
Mstep: Class 8 contains 68555 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 9365 members 
Mstep: Class 11 contains 282807 members 
Mstep: Class 12 contains 60935 members 
Mstep: Class 13 contains 1785 members 
Mstep: Class 15 contains 200017 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 31862 members 
Mstep: Class 19 contains 333580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147848480.000000 Penalty: 59171.988281
Iteration 22Q: 18 clusters Score -1.478485e+08 nChanged 14432
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 36230 members 
Mstep: Class 3 contains 6867 members 
Mstep: Class 4 contains 23166 members 
Mstep: Class 5 contains 14706 members 
Mstep: Class 6 contains 119768 members 
Mstep: Class 7 contains 11625 members 
Mstep: Class 8 contains 68530 members 
Mstep: Class 9 contains 1901 members 
Mstep: Class 10 contains 9458 members 
Mstep: Class 11 contains 281456 members 
Mstep: Class 12 contains 62074 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 15 contains 199606 members 
Mstep: Class 16 contains 6170 members 
Mstep: Class 17 contains 32201 members 
Mstep: Class 19 contains 331084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147854304.000000 Penalty: 59171.988281
Iteration 23Q: 18 clusters Score -1.478543e+08 nChanged 13620
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 36589 members 
Mstep: Class 3 contains 6849 members 
Mstep: Class 4 contains 23201 members 
Mstep: Class 5 contains 14723 members 
Mstep: Class 6 contains 121071 members 
Mstep: Class 7 contains 11920 members 
Mstep: Class 8 contains 68511 members 
Mstep: Class 9 contains 1872 members 
Mstep: Class 10 contains 9502 members 
Mstep: Class 11 contains 280383 members 
Mstep: Class 12 contains 63227 members 
Mstep: Class 13 contains 1746 members 
Mstep: Class 15 contains 199183 members 
Mstep: Class 16 contains 6158 members 
Mstep: Class 17 contains 32526 members 
Mstep: Class 19 contains 328437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147860992.000000 Penalty: 59171.988281
Iteration 24Q: 18 clusters Score -1.47861e+08 nChanged 12884
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 36908 members 
Mstep: Class 3 contains 6848 members 
Mstep: Class 4 contains 23226 members 
Mstep: Class 5 contains 14750 members 
Mstep: Class 6 contains 122281 members 
Mstep: Class 7 contains 12222 members 
Mstep: Class 8 contains 68491 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 9534 members 
Mstep: Class 11 contains 279712 members 
Mstep: Class 12 contains 64254 members 
Mstep: Class 13 contains 1744 members 
Mstep: Class 15 contains 198677 members 
Mstep: Class 16 contains 6145 members 
Mstep: Class 17 contains 32843 members 
Mstep: Class 19 contains 325718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147867200.000000 Penalty: 59171.988281
Iteration 25Q: 18 clusters Score -1.478672e+08 nChanged 12056
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 37153 members 
Mstep: Class 3 contains 6807 members 
Mstep: Class 4 contains 23239 members 
Mstep: Class 5 contains 14780 members 
Mstep: Class 6 contains 123380 members 
Mstep: Class 7 contains 12571 members 
Mstep: Class 8 contains 68486 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 9544 members 
Mstep: Class 11 contains 279244 members 
Mstep: Class 12 contains 65287 members 
Mstep: Class 13 contains 1741 members 
Mstep: Class 15 contains 198084 members 
Mstep: Class 16 contains 6139 members 
Mstep: Class 17 contains 33065 members 
Mstep: Class 19 contains 323061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147872976.000000 Penalty: 59171.988281
Iteration 26Q: 18 clusters Score -1.47873e+08 nChanged 11023
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 37369 members 
Mstep: Class 3 contains 6796 members 
Mstep: Class 4 contains 23257 members 
Mstep: Class 5 contains 14806 members 
Mstep: Class 6 contains 124457 members 
Mstep: Class 7 contains 12921 members 
Mstep: Class 8 contains 68494 members 
Mstep: Class 9 contains 1799 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 278857 members 
Mstep: Class 12 contains 66283 members 
Mstep: Class 13 contains 1740 members 
Mstep: Class 15 contains 197422 members 
Mstep: Class 16 contains 6137 members 
Mstep: Class 17 contains 33236 members 
Mstep: Class 19 contains 320539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147877248.000000 Penalty: 59171.988281
Iteration 27Q: 18 clusters Score -1.478772e+08 nChanged 10347
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 37550 members 
Mstep: Class 3 contains 6810 members 
Mstep: Class 4 contains 23272 members 
Mstep: Class 5 contains 14843 members 
Mstep: Class 6 contains 125466 members 
Mstep: Class 7 contains 13267 members 
Mstep: Class 8 contains 68501 members 
Mstep: Class 9 contains 1779 members 
Mstep: Class 10 contains 9549 members 
Mstep: Class 11 contains 278671 members 
Mstep: Class 12 contains 67155 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 15 contains 196790 members 
Mstep: Class 16 contains 6135 members 
Mstep: Class 17 contains 33344 members 
Mstep: Class 19 contains 318053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147881312.000000 Penalty: 59171.988281
Iteration 28Q: 18 clusters Score -1.478813e+08 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 37721 members 
Mstep: Class 3 contains 6833 members 
Mstep: Class 4 contains 23283 members 
Mstep: Class 5 contains 14893 members 
Mstep: Class 6 contains 126379 members 
Mstep: Class 7 contains 13618 members 
Mstep: Class 8 contains 68505 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 9538 members 
Mstep: Class 11 contains 278443 members 
Mstep: Class 12 contains 67964 members 
Mstep: Class 13 contains 1739 members 
Mstep: Class 15 contains 196132 members 
Mstep: Class 16 contains 6135 members 
Mstep: Class 17 contains 33400 members 
Mstep: Class 19 contains 315880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147885616.000000 Penalty: 59171.988281
Iteration 29Q: 18 clusters Score -1.478856e+08 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 37893 members 
Mstep: Class 3 contains 6789 members 
Mstep: Class 4 contains 23309 members 
Mstep: Class 5 contains 14953 members 
Mstep: Class 6 contains 127282 members 
Mstep: Class 7 contains 14002 members 
Mstep: Class 8 contains 68506 members 
Mstep: Class 9 contains 1755 members 
Mstep: Class 10 contains 9522 members 
Mstep: Class 11 contains 278106 members 
Mstep: Class 12 contains 68721 members 
Mstep: Class 13 contains 1739 members 
Mstep: Class 15 contains 195568 members 
Mstep: Class 16 contains 6130 members 
Mstep: Class 17 contains 33440 members 
Mstep: Class 19 contains 313883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147888672.000000 Penalty: 59171.988281
Iteration 30Q: 18 clusters Score -1.478887e+08 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 38028 members 
Mstep: Class 3 contains 6756 members 
Mstep: Class 4 contains 23346 members 
Mstep: Class 5 contains 15016 members 
Mstep: Class 6 contains 128200 members 
Mstep: Class 7 contains 14377 members 
Mstep: Class 8 contains 68499 members 
Mstep: Class 9 contains 1745 members 
Mstep: Class 10 contains 9522 members 
Mstep: Class 11 contains 277768 members 
Mstep: Class 12 contains 69449 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 15 contains 195001 members 
Mstep: Class 16 contains 6130 members 
Mstep: Class 17 contains 33482 members 
Mstep: Class 19 contains 311988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147892032.000000 Penalty: 59171.988281
Iteration 31Q: 18 clusters Score -1.47892e+08 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 38168 members 
Mstep: Class 3 contains 6719 members 
Mstep: Class 4 contains 23376 members 
Mstep: Class 5 contains 15102 members 
Mstep: Class 6 contains 129080 members 
Mstep: Class 7 contains 14763 members 
Mstep: Class 8 contains 68515 members 
Mstep: Class 9 contains 1741 members 
Mstep: Class 10 contains 9518 members 
Mstep: Class 11 contains 277424 members 
Mstep: Class 12 contains 70086 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 15 contains 194419 members 
Mstep: Class 16 contains 6126 members 
Mstep: Class 17 contains 33478 members 
Mstep: Class 19 contains 310265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147894544.000000 Penalty: 59171.988281
Iteration 32Q: 18 clusters Score -1.478945e+08 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 38270 members 
Mstep: Class 3 contains 6690 members 
Mstep: Class 4 contains 23403 members 
Mstep: Class 5 contains 15206 members 
Mstep: Class 6 contains 130051 members 
Mstep: Class 7 contains 15151 members 
Mstep: Class 8 contains 68528 members 
Mstep: Class 9 contains 1741 members 
Mstep: Class 10 contains 9521 members 
Mstep: Class 11 contains 277152 members 
Mstep: Class 12 contains 70605 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 15 contains 193808 members 
Mstep: Class 16 contains 6127 members 
Mstep: Class 17 contains 33426 members 
Mstep: Class 19 contains 308646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147895968.000000 Penalty: 59171.988281
Iteration 33Q: 18 clusters Score -1.47896e+08 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 38358 members 
Mstep: Class 3 contains 6656 members 
Mstep: Class 4 contains 23436 members 
Mstep: Class 5 contains 15351 members 
Mstep: Class 6 contains 131033 members 
Mstep: Class 7 contains 15528 members 
Mstep: Class 8 contains 68561 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 9524 members 
Mstep: Class 11 contains 276943 members 
Mstep: Class 12 contains 71048 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 15 contains 193077 members 
Mstep: Class 16 contains 6127 members 
Mstep: Class 17 contains 33394 members 
Mstep: Class 19 contains 307175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147897840.000000 Penalty: 59171.988281
Iteration 34Q: 18 clusters Score -1.478978e+08 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 38502 members 
Mstep: Class 3 contains 6639 members 
Mstep: Class 4 contains 23464 members 
Mstep: Class 5 contains 15538 members 
Mstep: Class 6 contains 132082 members 
Mstep: Class 7 contains 15879 members 
Mstep: Class 8 contains 68589 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 9528 members 
Mstep: Class 11 contains 276662 members 
Mstep: Class 12 contains 71440 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 15 contains 192428 members 
Mstep: Class 16 contains 6125 members 
Mstep: Class 17 contains 33339 members 
Mstep: Class 19 contains 305683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147898416.000000 Penalty: 59171.988281
Iteration 35Q: 18 clusters Score -1.478984e+08 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 38650 members 
Mstep: Class 3 contains 6628 members 
Mstep: Class 4 contains 23483 members 
Mstep: Class 5 contains 15760 members 
Mstep: Class 6 contains 133160 members 
Mstep: Class 7 contains 16236 members 
Mstep: Class 8 contains 68608 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 9534 members 
Mstep: Class 11 contains 276317 members 
Mstep: Class 12 contains 71816 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 15 contains 191802 members 
Mstep: Class 16 contains 6124 members 
Mstep: Class 17 contains 33237 members 
Mstep: Class 19 contains 304241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147899440.000000 Penalty: 59171.988281
Iteration 36Q: 18 clusters Score -1.478994e+08 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 38825 members 
Mstep: Class 3 contains 6623 members 
Mstep: Class 4 contains 23476 members 
Mstep: Class 5 contains 16026 members 
Mstep: Class 6 contains 134278 members 
Mstep: Class 7 contains 16581 members 
Mstep: Class 8 contains 68633 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 9543 members 
Mstep: Class 11 contains 275855 members 
Mstep: Class 12 contains 72183 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 15 contains 191286 members 
Mstep: Class 16 contains 6119 members 
Mstep: Class 17 contains 33151 members 
Mstep: Class 19 contains 302787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147899552.000000 Penalty: 59171.988281
Iteration 37Q: 18 clusters Score -1.478996e+08 nChanged 6297
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 38984 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 23484 members 
Mstep: Class 5 contains 16328 members 
Mstep: Class 6 contains 135393 members 
Mstep: Class 7 contains 16918 members 
Mstep: Class 8 contains 68641 members 
Mstep: Class 9 contains 1737 members 
Mstep: Class 10 contains 9544 members 
Mstep: Class 11 contains 275431 members 
Mstep: Class 12 contains 72482 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 15 contains 190766 members 
Mstep: Class 16 contains 6114 members 
Mstep: Class 17 contains 33047 members 
Mstep: Class 19 contains 301431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147901120.000000 Penalty: 59171.988281
Iteration 38Q: 18 clusters Score -1.479011e+08 nChanged 6245
Entering ConstructFrom: 
Score: -147901120.000000 Penalty: 59171.988281
Entering ConstructFrom: 
Trying to split cluster 1 (46135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Entering Unmasked Estep 
Score: -5485455.500000 Penalty: 2663.353271
	Iteration 0F: 2 clusters Score -5485456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -5454422.500000 Penalty: 5326.706543
	Iteration 0F: 3 clusters Score -5454422 nChanged 21186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -5466660.500000 Penalty: 5326.706543
	Iteration 1F: 3 clusters Score -5466660 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -5468021.500000 Penalty: 5326.706543
	Iteration 2F: 3 clusters Score -5468022 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -5469512.500000 Penalty: 5326.706543
	Iteration 3F: 3 clusters Score -5469512 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -5471206.000000 Penalty: 5326.706543
	Iteration 4F: 3 clusters Score -5471206 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -5472971.000000 Penalty: 5326.706543
	Iteration 5F: 3 clusters Score -5472971 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -5474689.000000 Penalty: 5326.706543
	Iteration 6F: 3 clusters Score -5474689 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -5476162.500000 Penalty: 5326.706543
	Iteration 7F: 3 clusters Score -5476162 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -5477327.500000 Penalty: 5326.706543
	Iteration 8Q: 3 clusters Score -5477328 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -5478271.500000 Penalty: 5326.706543
	Iteration 9Q: 3 clusters Score -5478272 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -5479076.000000 Penalty: 5326.706543
	Iteration 10Q: 3 clusters Score -5479076 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -5479838.000000 Penalty: 5326.706543
	Iteration 11Q: 3 clusters Score -5479838 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -5480496.000000 Penalty: 5326.706543
	Iteration 12Q: 3 clusters Score -5480496 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -5481132.000000 Penalty: 5326.706543
	Iteration 13Q: 3 clusters Score -5481132 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -5481784.000000 Penalty: 5326.706543
	Iteration 14Q: 3 clusters Score -5481784 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -5482367.000000 Penalty: 5326.706543
	Iteration 15Q: 3 clusters Score -5482367 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -5482825.000000 Penalty: 5326.706543
	Iteration 16Q: 3 clusters Score -5482825 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -5483220.000000 Penalty: 5326.706543
	Iteration 17Q: 3 clusters Score -5483220 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -5483493.000000 Penalty: 5326.706543
	Iteration 18Q: 3 clusters Score -5483493 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -5483695.500000 Penalty: 5326.706543
	Iteration 19Q: 3 clusters Score -5483696 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -5483844.500000 Penalty: 5326.706543
	Iteration 20F: 3 clusters Score -5483844 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -5483936.000000 Penalty: 5326.706543
	Iteration 21Q: 3 clusters Score -5483936 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -5484041.000000 Penalty: 5326.706543
	Iteration 22Q: 3 clusters Score -5484041 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -5484091.500000 Penalty: 5326.706543
	Iteration 23Q: 3 clusters Score -5484092 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -5484159.000000 Penalty: 5326.706543
	Iteration 24Q: 3 clusters Score -5484159 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -5484207.500000 Penalty: 5326.706543
	Iteration 25Q: 3 clusters Score -5484208 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -5484236.000000 Penalty: 5326.706543
	Iteration 26Q: 3 clusters Score -5484236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -5484252.500000 Penalty: 5326.706543
	Iteration 27Q: 3 clusters Score -5484252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -5484273.000000 Penalty: 5326.706543
	Iteration 28Q: 3 clusters Score -5484273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -5484286.500000 Penalty: 5326.706543
	Iteration 29Q: 3 clusters Score -5484286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -5484287.500000 Penalty: 5326.706543
	Iteration 30Q: 3 clusters Score -5484288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -5484299.000000 Penalty: 5326.706543
	Iteration 31Q: 3 clusters Score -5484299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -5484302.500000 Penalty: 5326.706543
	Iteration 32Q: 3 clusters Score -5484302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -5484315.500000 Penalty: 5326.706543
	Iteration 33Q: 3 clusters Score -5484316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -5484310.500000 Penalty: 5326.706543
	Iteration 34Q: 3 clusters Score -5484310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -5484317.500000 Penalty: 5326.706543
	Iteration 35Q: 3 clusters Score -5484318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -5484327.500000 Penalty: 5326.706543
	Iteration 36Q: 3 clusters Score -5484328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -5484334.000000 Penalty: 5326.706543
	Iteration 37Q: 3 clusters Score -5484334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -5484352.500000 Penalty: 5326.706543
	Iteration 38Q: 3 clusters Score -5484352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -5484353.500000 Penalty: 5326.706543
	Iteration 39Q: 3 clusters Score -5484354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -5484362.500000 Penalty: 5326.706543
	Iteration 40F: 3 clusters Score -5484362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -5484359.500000 Penalty: 5326.706543
	Iteration 41Q: 3 clusters Score -5484360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -5484368.000000 Penalty: 5326.706543
	Iteration 42Q: 3 clusters Score -5484368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -5484385.000000 Penalty: 5326.706543
	Iteration 43Q: 3 clusters Score -5484385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -5484405.500000 Penalty: 5326.706543
	Iteration 44Q: 3 clusters Score -5484406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -5484419.000000 Penalty: 5326.706543
	Iteration 45Q: 3 clusters Score -5484419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -5484432.000000 Penalty: 5326.706543
	Iteration 46Q: 3 clusters Score -5484432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -5484442.000000 Penalty: 5326.706543
	Iteration 47Q: 3 clusters Score -5484442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -5484448.000000 Penalty: 5326.706543
	Iteration 48Q: 3 clusters Score -5484448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -5484457.000000 Penalty: 5326.706543
	Iteration 49Q: 3 clusters Score -5484457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -5484480.500000 Penalty: 5326.706543
	Iteration 50Q: 3 clusters Score -5484480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -5484490.000000 Penalty: 5326.706543
	Iteration 51Q: 3 clusters Score -5484490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -5484508.000000 Penalty: 5326.706543
	Iteration 52Q: 3 clusters Score -5484508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -5484519.500000 Penalty: 5326.706543
	Iteration 53Q: 3 clusters Score -5484520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -5484522.500000 Penalty: 5326.706543
	Iteration 54Q: 3 clusters Score -5484522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -5484538.500000 Penalty: 5326.706543
	Iteration 55Q: 3 clusters Score -5484538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -5484563.500000 Penalty: 5326.706543
	Iteration 56Q: 3 clusters Score -5484564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -5484578.000000 Penalty: 5326.706543
	Iteration 57Q: 3 clusters Score -5484578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -5484591.000000 Penalty: 5326.706543
	Iteration 58Q: 3 clusters Score -5484591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -5484588.500000 Penalty: 5326.706543
	Iteration 59Q: 3 clusters Score -5484588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -5484595.500000 Penalty: 5326.706543
	Iteration 60F: 3 clusters Score -5484596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -5484611.000000 Penalty: 5326.706543
	Iteration 61Q: 3 clusters Score -5484611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -5484609.500000 Penalty: 5326.706543
	Iteration 62Q: 3 clusters Score -5484610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -5484615.000000 Penalty: 5326.706543
	Iteration 63Q: 3 clusters Score -5484615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -5484622.500000 Penalty: 5326.706543
	Iteration 64Q: 3 clusters Score -5484622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -5484627.500000 Penalty: 5326.706543
	Iteration 65Q: 3 clusters Score -5484628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -5484633.500000 Penalty: 5326.706543
	Iteration 66Q: 3 clusters Score -5484634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -5484633.500000 Penalty: 5326.706543
	Iteration 67Q: 3 clusters Score -5484634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -5484638.500000 Penalty: 5326.706543
	Iteration 68Q: 3 clusters Score -5484638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -5484641.500000 Penalty: 5326.706543
	Iteration 69Q: 3 clusters Score -5484642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -5484648.000000 Penalty: 5326.706543
	Iteration 70Q: 3 clusters Score -5484648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -5484644.000000 Penalty: 5326.706543
	Iteration 71Q: 3 clusters Score -5484644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -5484639.500000 Penalty: 5326.706543
	Iteration 72Q: 3 clusters Score -5484640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -5484639.500000 Penalty: 5326.706543
	Iteration 73F: 3 clusters Score -5484640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Entering Unmasked Estep 
Score: -4783921.000000 Penalty: 2622.834717
	Iteration 0F: 2 clusters Score -4783921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -4757524.000000 Penalty: 5245.669434
	Iteration 0F: 3 clusters Score -4757524 nChanged 17668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -4766961.000000 Penalty: 5245.669434
	Iteration 1F: 3 clusters Score -4766961 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -4767441.000000 Penalty: 5245.669434
	Iteration 2Q: 3 clusters Score -4767441 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -4767943.000000 Penalty: 5245.669434
	Iteration 3Q: 3 clusters Score -4767943 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -4768563.500000 Penalty: 5245.669434
	Iteration 4Q: 3 clusters Score -4768564 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -4769288.500000 Penalty: 5245.669434
	Iteration 5Q: 3 clusters Score -4769288 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -4770392.500000 Penalty: 5245.669434
	Iteration 6F: 3 clusters Score -4770392 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -4771989.500000 Penalty: 5245.669434
	Iteration 7F: 3 clusters Score -4771990 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -4773962.500000 Penalty: 5245.669434
	Iteration 8F: 3 clusters Score -4773962 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -4776272.000000 Penalty: 5245.669434
	Iteration 9F: 3 clusters Score -4776272 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -4778239.000000 Penalty: 5245.669434
	Iteration 10F: 3 clusters Score -4778239 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -4779703.000000 Penalty: 5245.669434
	Iteration 11Q: 3 clusters Score -4779703 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4780539.500000 Penalty: 5245.669434
	Iteration 12Q: 3 clusters Score -4780540 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4780961.500000 Penalty: 5245.669434
	Iteration 13Q: 3 clusters Score -4780962 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4781203.500000 Penalty: 5245.669434
	Iteration 14Q: 3 clusters Score -4781204 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4781342.000000 Penalty: 5245.669434
	Iteration 15Q: 3 clusters Score -4781342 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4781409.000000 Penalty: 5245.669434
	Iteration 16Q: 3 clusters Score -4781409 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4781487.500000 Penalty: 5245.669434
	Iteration 17Q: 3 clusters Score -4781488 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4781531.000000 Penalty: 5245.669434
	Iteration 18Q: 3 clusters Score -4781531 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4781561.000000 Penalty: 5245.669434
	Iteration 19Q: 3 clusters Score -4781561 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4781604.000000 Penalty: 5245.669434
	Iteration 20F: 3 clusters Score -4781604 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4781642.500000 Penalty: 5245.669434
	Iteration 21Q: 3 clusters Score -4781642 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4781662.500000 Penalty: 5245.669434
	Iteration 22Q: 3 clusters Score -4781662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4781680.000000 Penalty: 5245.669434
	Iteration 23Q: 3 clusters Score -4781680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4781695.000000 Penalty: 5245.669434
	Iteration 24Q: 3 clusters Score -4781695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4781717.500000 Penalty: 5245.669434
	Iteration 25Q: 3 clusters Score -4781718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4781730.000000 Penalty: 5245.669434
	Iteration 26Q: 3 clusters Score -4781730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4781741.500000 Penalty: 5245.669434
	Iteration 27Q: 3 clusters Score -4781742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4781763.000000 Penalty: 5245.669434
	Iteration 28Q: 3 clusters Score -4781763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4781769.000000 Penalty: 5245.669434
	Iteration 29Q: 3 clusters Score -4781769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4781761.000000 Penalty: 5245.669434
	Iteration 30Q: 3 clusters Score -4781761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4781773.500000 Penalty: 5245.669434
	Iteration 31Q: 3 clusters Score -4781774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4781776.000000 Penalty: 5245.669434
	Iteration 32Q: 3 clusters Score -4781776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4781776.500000 Penalty: 5245.669434
	Iteration 33Q: 3 clusters Score -4781776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4781776.500000 Penalty: 5245.669434
	Iteration 34F: 3 clusters Score -4781776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Entering Unmasked Estep 
Score: -709085.812500 Penalty: 2183.584229
	Iteration 0F: 2 clusters Score -709085.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -703677.375000 Penalty: 4367.168457
	Iteration 0F: 3 clusters Score -703677.4 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -705531.937500 Penalty: 4367.168457
	Iteration 1F: 3 clusters Score -705531.9 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -706269.250000 Penalty: 4367.168457
	Iteration 2F: 3 clusters Score -706269.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -706846.000000 Penalty: 4367.168457
	Iteration 3F: 3 clusters Score -706846 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -707291.812500 Penalty: 4367.168457
	Iteration 4F: 3 clusters Score -707291.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -707691.812500 Penalty: 4367.168457
	Iteration 5F: 3 clusters Score -707691.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -708104.187500 Penalty: 4367.168457
	Iteration 6F: 3 clusters Score -708104.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -708618.312500 Penalty: 4367.168457
	Iteration 7F: 3 clusters Score -708618.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -709170.250000 Penalty: 4367.168457
	Iteration 8F: 3 clusters Score -709170.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -709692.000000 Penalty: 4367.168457
	Iteration 9F: 3 clusters Score -709692 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -710078.750000 Penalty: 4367.168457
	Iteration 10Q: 3 clusters Score -710078.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -710404.000000 Penalty: 4367.168457
	Iteration 11Q: 3 clusters Score -710404 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -710669.250000 Penalty: 4367.168457
	Iteration 12Q: 3 clusters Score -710669.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -710843.562500 Penalty: 4367.168457
	Iteration 13Q: 3 clusters Score -710843.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -710917.812500 Penalty: 4367.168457
	Iteration 14Q: 3 clusters Score -710917.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -710947.812500 Penalty: 4367.168457
	Iteration 15Q: 3 clusters Score -710947.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -710972.375000 Penalty: 4367.168457
	Iteration 16Q: 3 clusters Score -710972.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -710999.750000 Penalty: 4367.168457
	Iteration 17Q: 3 clusters Score -710999.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -711026.250000 Penalty: 4367.168457
	Iteration 18Q: 3 clusters Score -711026.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -711058.625000 Penalty: 4367.168457
	Iteration 19Q: 3 clusters Score -711058.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -711085.687500 Penalty: 4367.168457
	Iteration 20F: 3 clusters Score -711085.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -711097.312500 Penalty: 4367.168457
	Iteration 21Q: 3 clusters Score -711097.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -711103.625000 Penalty: 4367.168457
	Iteration 22Q: 3 clusters Score -711103.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -711106.625000 Penalty: 4367.168457
	Iteration 23Q: 3 clusters Score -711106.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -711107.625000 Penalty: 4367.168457
	Iteration 24Q: 3 clusters Score -711107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -711106.312500 Penalty: 4367.168457
	Iteration 25Q: 3 clusters Score -711106.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -711106.812500 Penalty: 4367.168457
	Iteration 26Q: 3 clusters Score -711106.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -711107.875000 Penalty: 4367.168457
	Iteration 27Q: 3 clusters Score -711107.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -711109.875000 Penalty: 4367.168457
	Iteration 28Q: 3 clusters Score -711109.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -711109.000000 Penalty: 4367.168457
	Iteration 29Q: 3 clusters Score -711109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -711110.062500 Penalty: 4367.168457
	Iteration 30Q: 3 clusters Score -711110.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -711110.062500 Penalty: 4367.168457
	Iteration 31F: 3 clusters Score -711110.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 39181 members 
Mstep: Class 3 contains 3065 members 
Mstep: Class 4 contains 23479 members 
Mstep: Class 5 contains 16692 members 
Mstep: Class 6 contains 136603 members 
Mstep: Class 7 contains 17242 members 
Mstep: Class 8 contains 68658 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 9547 members 
Mstep: Class 11 contains 274935 members 
Mstep: Class 12 contains 72783 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 14 contains 3601 members 
Mstep: Class 15 contains 190229 members 
Mstep: Class 16 contains 6114 members 
Mstep: Class 17 contains 32951 members 
Mstep: Class 19 contains 300003 members 
Entering Unmasked Estep 
Score: -147903600.000000 Penalty: 62652.695312
Splitting cluster 3 changes total score from -147901120.000000 to -147903600.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 4 (23479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Entering Unmasked Estep 
Score: -2726659.750000 Penalty: 2495.837646
	Iteration 0F: 2 clusters Score -2726660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2710468.250000 Penalty: 4991.675293
	Iteration 0F: 3 clusters Score -2710468 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2716714.250000 Penalty: 4991.675293
	Iteration 1F: 3 clusters Score -2716714 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2718994.250000 Penalty: 4991.675293
	Iteration 2F: 3 clusters Score -2718994 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2721095.000000 Penalty: 4991.675293
	Iteration 3F: 3 clusters Score -2721095 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2722745.500000 Penalty: 4991.675293
	Iteration 4F: 3 clusters Score -2722746 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2724463.500000 Penalty: 4991.675293
	Iteration 5F: 3 clusters Score -2724464 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2726229.500000 Penalty: 4991.675293
	Iteration 6F: 3 clusters Score -2726230 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2727824.750000 Penalty: 4991.675293
	Iteration 7F: 3 clusters Score -2727825 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2728939.750000 Penalty: 4991.675293
	Iteration 8Q: 3 clusters Score -2728940 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2729669.000000 Penalty: 4991.675293
	Iteration 9Q: 3 clusters Score -2729669 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2730118.000000 Penalty: 4991.675293
	Iteration 10Q: 3 clusters Score -2730118 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2730337.250000 Penalty: 4991.675293
	Iteration 11Q: 3 clusters Score -2730337 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2730425.250000 Penalty: 4991.675293
	Iteration 12Q: 3 clusters Score -2730425 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2730475.000000 Penalty: 4991.675293
	Iteration 13Q: 3 clusters Score -2730475 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2730503.250000 Penalty: 4991.675293
	Iteration 14Q: 3 clusters Score -2730503 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2730519.500000 Penalty: 4991.675293
	Iteration 15Q: 3 clusters Score -2730520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2730530.250000 Penalty: 4991.675293
	Iteration 16Q: 3 clusters Score -2730530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2730533.000000 Penalty: 4991.675293
	Iteration 17Q: 3 clusters Score -2730533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2730550.000000 Penalty: 4991.675293
	Iteration 18Q: 3 clusters Score -2730550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2730548.750000 Penalty: 4991.675293
	Iteration 19Q: 3 clusters Score -2730549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2730580.250000 Penalty: 4991.675293
	Iteration 20F: 3 clusters Score -2730580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2730587.250000 Penalty: 4991.675293
	Iteration 21Q: 3 clusters Score -2730587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2730594.750000 Penalty: 4991.675293
	Iteration 22Q: 3 clusters Score -2730595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2730603.250000 Penalty: 4991.675293
	Iteration 23Q: 3 clusters Score -2730603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2730604.000000 Penalty: 4991.675293
	Iteration 24Q: 3 clusters Score -2730604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2730606.250000 Penalty: 4991.675293
	Iteration 25Q: 3 clusters Score -2730606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2730606.750000 Penalty: 4991.675293
	Iteration 26Q: 3 clusters Score -2730607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2730605.250000 Penalty: 4991.675293
	Iteration 27Q: 3 clusters Score -2730605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2730609.250000 Penalty: 4991.675293
	Iteration 28Q: 3 clusters Score -2730609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2730615.000000 Penalty: 4991.675293
	Iteration 29Q: 3 clusters Score -2730615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2730618.500000 Penalty: 4991.675293
	Iteration 30Q: 3 clusters Score -2730618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2730621.750000 Penalty: 4991.675293
	Iteration 31Q: 3 clusters Score -2730622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2730631.000000 Penalty: 4991.675293
	Iteration 32Q: 3 clusters Score -2730631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2730634.250000 Penalty: 4991.675293
	Iteration 33Q: 3 clusters Score -2730634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2730632.250000 Penalty: 4991.675293
	Iteration 34Q: 3 clusters Score -2730632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2730642.750000 Penalty: 4991.675293
	Iteration 35Q: 3 clusters Score -2730643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2730643.250000 Penalty: 4991.675293
	Iteration 36Q: 3 clusters Score -2730643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2730645.000000 Penalty: 4991.675293
	Iteration 37Q: 3 clusters Score -2730645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2730642.750000 Penalty: 4991.675293
	Iteration 38Q: 3 clusters Score -2730643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2730643.000000 Penalty: 4991.675293
	Iteration 39Q: 3 clusters Score -2730643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2730641.500000 Penalty: 4991.675293
	Iteration 40F: 3 clusters Score -2730642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2730647.000000 Penalty: 4991.675293
	Iteration 41Q: 3 clusters Score -2730647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2730646.000000 Penalty: 4991.675293
	Iteration 42Q: 3 clusters Score -2730646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2730647.250000 Penalty: 4991.675293
	Iteration 43Q: 3 clusters Score -2730647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2730644.250000 Penalty: 4991.675293
	Iteration 44Q: 3 clusters Score -2730644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2730647.500000 Penalty: 4991.675293
	Iteration 45Q: 3 clusters Score -2730648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2730647.250000 Penalty: 4991.675293
	Iteration 46Q: 3 clusters Score -2730647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2730645.750000 Penalty: 4991.675293
	Iteration 47Q: 3 clusters Score -2730646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2730646.750000 Penalty: 4991.675293
	Iteration 48Q: 3 clusters Score -2730647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2730647.250000 Penalty: 4991.675293
	Iteration 49Q: 3 clusters Score -2730647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2730653.750000 Penalty: 4991.675293
	Iteration 50Q: 3 clusters Score -2730654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2730651.000000 Penalty: 4991.675293
	Iteration 51Q: 3 clusters Score -2730651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2730652.750000 Penalty: 4991.675293
	Iteration 52Q: 3 clusters Score -2730653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2730656.500000 Penalty: 4991.675293
	Iteration 53Q: 3 clusters Score -2730656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2730655.500000 Penalty: 4991.675293
	Iteration 54Q: 3 clusters Score -2730656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2730655.000000 Penalty: 4991.675293
	Iteration 55Q: 3 clusters Score -2730655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2730657.000000 Penalty: 4991.675293
	Iteration 56Q: 3 clusters Score -2730657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2730657.000000 Penalty: 4991.675293
	Iteration 57F: 3 clusters Score -2730657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 39181 members 
Mstep: Class 3 contains 3065 members 
Mstep: Class 4 contains 21158 members 
Mstep: Class 5 contains 16692 members 
Mstep: Class 6 contains 136603 members 
Mstep: Class 7 contains 17242 members 
Mstep: Class 8 contains 68658 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 9547 members 
Mstep: Class 11 contains 274935 members 
Mstep: Class 12 contains 72783 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 14 contains 3601 members 
Mstep: Class 15 contains 190229 members 
Mstep: Class 16 contains 6114 members 
Mstep: Class 17 contains 32951 members 
Mstep: Class 18 contains 2321 members 
Mstep: Class 19 contains 300003 members 
Entering Unmasked Estep 
Score: -147906768.000000 Penalty: 66133.398438
Splitting cluster 4 changes total score from -147901120.000000 to -147906768.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 5 (16692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Entering Unmasked Estep 
Score: -1969892.625000 Penalty: 2411.225830
	Iteration 0F: 2 clusters Score -1969893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1958178.375000 Penalty: 4822.451660
	Iteration 0F: 3 clusters Score -1958178 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1962555.750000 Penalty: 4822.451660
	Iteration 1F: 3 clusters Score -1962556 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1963873.500000 Penalty: 4822.451660
	Iteration 2F: 3 clusters Score -1963874 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1965583.625000 Penalty: 4822.451660
	Iteration 3F: 3 clusters Score -1965584 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1967198.250000 Penalty: 4822.451660
	Iteration 4F: 3 clusters Score -1967198 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1968174.125000 Penalty: 4822.451660
	Iteration 5F: 3 clusters Score -1968174 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1968708.125000 Penalty: 4822.451660
	Iteration 6F: 3 clusters Score -1968708 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1969059.625000 Penalty: 4822.451660
	Iteration 7Q: 3 clusters Score -1969060 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1969367.500000 Penalty: 4822.451660
	Iteration 8Q: 3 clusters Score -1969368 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1969739.000000 Penalty: 4822.451660
	Iteration 9Q: 3 clusters Score -1969739 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1970089.750000 Penalty: 4822.451660
	Iteration 10Q: 3 clusters Score -1970090 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1970323.375000 Penalty: 4822.451660
	Iteration 11Q: 3 clusters Score -1970323 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1970506.250000 Penalty: 4822.451660
	Iteration 12Q: 3 clusters Score -1970506 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1970680.375000 Penalty: 4822.451660
	Iteration 13Q: 3 clusters Score -1970680 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1970841.500000 Penalty: 4822.451660
	Iteration 14Q: 3 clusters Score -1970842 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1971021.750000 Penalty: 4822.451660
	Iteration 15Q: 3 clusters Score -1971022 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1971223.250000 Penalty: 4822.451660
	Iteration 16Q: 3 clusters Score -1971223 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1971408.750000 Penalty: 4822.451660
	Iteration 17Q: 3 clusters Score -1971409 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1971599.500000 Penalty: 4822.451660
	Iteration 18Q: 3 clusters Score -1971600 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1971772.250000 Penalty: 4822.451660
	Iteration 19Q: 3 clusters Score -1971772 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1971976.875000 Penalty: 4822.451660
	Iteration 20F: 3 clusters Score -1971977 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1972172.750000 Penalty: 4822.451660
	Iteration 21Q: 3 clusters Score -1972173 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1972309.375000 Penalty: 4822.451660
	Iteration 22Q: 3 clusters Score -1972309 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1972393.875000 Penalty: 4822.451660
	Iteration 23Q: 3 clusters Score -1972394 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1972438.875000 Penalty: 4822.451660
	Iteration 24Q: 3 clusters Score -1972439 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1972452.750000 Penalty: 4822.451660
	Iteration 25Q: 3 clusters Score -1972453 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1972464.375000 Penalty: 4822.451660
	Iteration 26Q: 3 clusters Score -1972464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1972472.750000 Penalty: 4822.451660
	Iteration 27Q: 3 clusters Score -1972473 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1972469.125000 Penalty: 4822.451660
	Iteration 28Q: 3 clusters Score -1972469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1972474.000000 Penalty: 4822.451660
	Iteration 29Q: 3 clusters Score -1972474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1972476.625000 Penalty: 4822.451660
	Iteration 30Q: 3 clusters Score -1972477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1972476.875000 Penalty: 4822.451660
	Iteration 31Q: 3 clusters Score -1972477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1972479.750000 Penalty: 4822.451660
	Iteration 32Q: 3 clusters Score -1972480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1972482.125000 Penalty: 4822.451660
	Iteration 33Q: 3 clusters Score -1972482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1972486.000000 Penalty: 4822.451660
	Iteration 34Q: 3 clusters Score -1972486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1972485.750000 Penalty: 4822.451660
	Iteration 35Q: 3 clusters Score -1972486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1972492.500000 Penalty: 4822.451660
	Iteration 36Q: 3 clusters Score -1972492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1972495.500000 Penalty: 4822.451660
	Iteration 37Q: 3 clusters Score -1972496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1972493.000000 Penalty: 4822.451660
	Iteration 38Q: 3 clusters Score -1972493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1972485.875000 Penalty: 4822.451660
	Iteration 39Q: 3 clusters Score -1972486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1972495.125000 Penalty: 4822.451660
	Iteration 40F: 3 clusters Score -1972495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1972499.000000 Penalty: 4822.451660
	Iteration 41Q: 3 clusters Score -1972499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1972495.375000 Penalty: 4822.451660
	Iteration 42Q: 3 clusters Score -1972495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1972496.750000 Penalty: 4822.451660
	Iteration 43Q: 3 clusters Score -1972497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1972501.500000 Penalty: 4822.451660
	Iteration 44Q: 3 clusters Score -1972502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1972502.875000 Penalty: 4822.451660
	Iteration 45Q: 3 clusters Score -1972503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1972502.500000 Penalty: 4822.451660
	Iteration 46Q: 3 clusters Score -1972502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1972500.500000 Penalty: 4822.451660
	Iteration 47Q: 3 clusters Score -1972500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1972497.375000 Penalty: 4822.451660
	Iteration 48Q: 3 clusters Score -1972497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1972500.125000 Penalty: 4822.451660
	Iteration 49Q: 3 clusters Score -1972500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1972500.625000 Penalty: 4822.451660
	Iteration 50Q: 3 clusters Score -1972501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1972498.750000 Penalty: 4822.451660
	Iteration 51Q: 3 clusters Score -1972499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1972498.750000 Penalty: 4822.451660
	Iteration 52F: 3 clusters Score -1972499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 39181 members 
Mstep: Class 3 contains 3065 members 
Mstep: Class 4 contains 21158 members 
Mstep: Class 5 contains 12733 members 
Mstep: Class 6 contains 136603 members 
Mstep: Class 7 contains 17242 members 
Mstep: Class 8 contains 68658 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 9547 members 
Mstep: Class 11 contains 274935 members 
Mstep: Class 12 contains 72783 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 14 contains 3601 members 
Mstep: Class 15 contains 190229 members 
Mstep: Class 16 contains 6114 members 
Mstep: Class 17 contains 32951 members 
Mstep: Class 18 contains 2321 members 
Mstep: Class 19 contains 300003 members 
Mstep: Class 20 contains 3959 members 
Entering Unmasked Estep 
Score: -147907680.000000 Penalty: 69614.101562
Splitting cluster 5 changes total score from -147901120.000000 to -147907680.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 6 (136603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136603 members 
Entering Unmasked Estep 
Score: -16615440.000000 Penalty: 2932.558838
	Iteration 0F: 2 clusters Score -1.661544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68122 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -16523752.000000 Penalty: 5865.117676
	Iteration 0F: 3 clusters Score -1.652375e+07 nChanged 65332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65558 members 
Mstep: Class 2 contains 71045 members 
Entering Unmasked Estep 
Score: -16561452.000000 Penalty: 5865.117676
	Iteration 1F: 3 clusters Score -1.656145e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63918 members 
Mstep: Class 2 contains 72685 members 
Entering Unmasked Estep 
Score: -16562151.000000 Penalty: 5865.117676
	Iteration 2Q: 3 clusters Score -1.656215e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61286 members 
Mstep: Class 2 contains 75317 members 
Entering Unmasked Estep 
Score: -16563378.000000 Penalty: 5865.117676
	Iteration 3Q: 3 clusters Score -1.656338e+07 nChanged 5302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 79413 members 
Entering Unmasked Estep 
Score: -16565377.000000 Penalty: 5865.117676
	Iteration 4Q: 3 clusters Score -1.656538e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 85565 members 
Entering Unmasked Estep 
Score: -16568957.000000 Penalty: 5865.117676
	Iteration 5F: 3 clusters Score -1.656896e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 94302 members 
Entering Unmasked Estep 
Score: -16575101.000000 Penalty: 5865.117676
	Iteration 6F: 3 clusters Score -1.65751e+07 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 105161 members 
Entering Unmasked Estep 
Score: -16584219.000000 Penalty: 5865.117676
	Iteration 7F: 3 clusters Score -1.658422e+07 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 116100 members 
Entering Unmasked Estep 
Score: -16593881.000000 Penalty: 5865.117676
	Iteration 8F: 3 clusters Score -1.659388e+07 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 124412 members 
Entering Unmasked Estep 
Score: -16601491.000000 Penalty: 5865.117676
	Iteration 9F: 3 clusters Score -1.660149e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 129815 members 
Entering Unmasked Estep 
Score: -16606277.000000 Penalty: 5865.117676
	Iteration 10Q: 3 clusters Score -1.660628e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 133057 members 
Entering Unmasked Estep 
Score: -16609484.000000 Penalty: 5865.117676
	Iteration 11Q: 3 clusters Score -1.660948e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 134946 members 
Entering Unmasked Estep 
Score: -16611457.000000 Penalty: 5865.117676
	Iteration 12Q: 3 clusters Score -1.661146e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 135778 members 
Entering Unmasked Estep 
Score: -16612261.000000 Penalty: 5865.117676
	Iteration 13Q: 3 clusters Score -1.661226e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 136085 members 
Entering Unmasked Estep 
Score: -16612607.000000 Penalty: 5865.117676
	Iteration 14Q: 3 clusters Score -1.661261e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 136193 members 
Entering Unmasked Estep 
Score: -16612716.000000 Penalty: 5865.117676
	Iteration 15Q: 3 clusters Score -1.661272e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 136236 members 
Entering Unmasked Estep 
Score: -16612798.000000 Penalty: 5865.117676
	Iteration 16Q: 3 clusters Score -1.66128e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 136262 members 
Entering Unmasked Estep 
Score: -16612842.000000 Penalty: 5865.117676
	Iteration 17Q: 3 clusters Score -1.661284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 136271 members 
Entering Unmasked Estep 
Score: -16612863.000000 Penalty: 5865.117676
	Iteration 18Q: 3 clusters Score -1.661286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 136280 members 
Entering Unmasked Estep 
Score: -16612890.000000 Penalty: 5865.117676
	Iteration 19Q: 3 clusters Score -1.661289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 136291 members 
Entering Unmasked Estep 
Score: -16612910.000000 Penalty: 5865.117676
	Iteration 20F: 3 clusters Score -1.661291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 136295 members 
Entering Unmasked Estep 
Score: -16612922.000000 Penalty: 5865.117676
	Iteration 21Q: 3 clusters Score -1.661292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 136297 members 
Entering Unmasked Estep 
Score: -16612929.000000 Penalty: 5865.117676
	Iteration 22Q: 3 clusters Score -1.661293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 136299 members 
Entering Unmasked Estep 
Score: -16612938.000000 Penalty: 5865.117676
	Iteration 23Q: 3 clusters Score -1.661294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 136300 members 
Entering Unmasked Estep 
Score: -16612931.000000 Penalty: 5865.117676
	Iteration 24Q: 3 clusters Score -1.661293e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 136301 members 
Entering Unmasked Estep 
Score: -16612939.000000 Penalty: 5865.117676
	Iteration 25Q: 3 clusters Score -1.661294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 136302 members 
Entering Unmasked Estep 
Score: -16612943.000000 Penalty: 5865.117676
	Iteration 26Q: 3 clusters Score -1.661294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 136303 members 
Entering Unmasked Estep 
Score: -16612939.000000 Penalty: 5865.117676
	Iteration 27Q: 3 clusters Score -1.661294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 136301 members 
Entering Unmasked Estep 
Score: -16612945.000000 Penalty: 5865.117676
	Iteration 28Q: 3 clusters Score -1.661294e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 136301 members 
Entering Unmasked Estep 
Score: -16612945.000000 Penalty: 5865.117676
	Iteration 29F: 3 clusters Score -1.661294e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Entering Unmasked Estep 
Score: -2020699.750000 Penalty: 2419.265625
	Iteration 0F: 2 clusters Score -2020700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2008443.125000 Penalty: 4838.531250
	Iteration 0F: 3 clusters Score -2008443 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2012663.750000 Penalty: 4838.531250
	Iteration 1F: 3 clusters Score -2012664 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2013546.500000 Penalty: 4838.531250
	Iteration 2F: 3 clusters Score -2013546 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2014509.125000 Penalty: 4838.531250
	Iteration 3F: 3 clusters Score -2014509 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2015445.375000 Penalty: 4838.531250
	Iteration 4F: 3 clusters Score -2015445 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2016407.875000 Penalty: 4838.531250
	Iteration 5F: 3 clusters Score -2016408 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2017265.750000 Penalty: 4838.531250
	Iteration 6F: 3 clusters Score -2017266 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2017939.875000 Penalty: 4838.531250
	Iteration 7F: 3 clusters Score -2017940 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2018411.875000 Penalty: 4838.531250
	Iteration 8Q: 3 clusters Score -2018412 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2018774.500000 Penalty: 4838.531250
	Iteration 9Q: 3 clusters Score -2018774 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -2019128.125000 Penalty: 4838.531250
	Iteration 10Q: 3 clusters Score -2019128 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2019598.250000 Penalty: 4838.531250
	Iteration 11Q: 3 clusters Score -2019598 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2020491.375000 Penalty: 4838.531250
	Iteration 12Q: 3 clusters Score -2020491 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2021422.625000 Penalty: 4838.531250
	Iteration 13Q: 3 clusters Score -2021423 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -2021829.125000 Penalty: 4838.531250
	Iteration 14Q: 3 clusters Score -2021829 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2021950.125000 Penalty: 4838.531250
	Iteration 15Q: 3 clusters Score -2021950 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2022013.875000 Penalty: 4838.531250
	Iteration 16Q: 3 clusters Score -2022014 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2022045.000000 Penalty: 4838.531250
	Iteration 17Q: 3 clusters Score -2022045 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -2022070.250000 Penalty: 4838.531250
	Iteration 18Q: 3 clusters Score -2022070 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2022085.875000 Penalty: 4838.531250
	Iteration 19Q: 3 clusters Score -2022086 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2022101.750000 Penalty: 4838.531250
	Iteration 20F: 3 clusters Score -2022102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2022115.375000 Penalty: 4838.531250
	Iteration 21Q: 3 clusters Score -2022115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2022122.750000 Penalty: 4838.531250
	Iteration 22Q: 3 clusters Score -2022123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2022124.375000 Penalty: 4838.531250
	Iteration 23Q: 3 clusters Score -2022124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -2022135.875000 Penalty: 4838.531250
	Iteration 24Q: 3 clusters Score -2022136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2022146.125000 Penalty: 4838.531250
	Iteration 25Q: 3 clusters Score -2022146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2022151.125000 Penalty: 4838.531250
	Iteration 26Q: 3 clusters Score -2022151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2022158.875000 Penalty: 4838.531250
	Iteration 27Q: 3 clusters Score -2022159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2022168.750000 Penalty: 4838.531250
	Iteration 28Q: 3 clusters Score -2022169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2022185.375000 Penalty: 4838.531250
	Iteration 29Q: 3 clusters Score -2022185 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2022200.875000 Penalty: 4838.531250
	Iteration 30Q: 3 clusters Score -2022201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -2022231.875000 Penalty: 4838.531250
	Iteration 31Q: 3 clusters Score -2022232 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2022268.750000 Penalty: 4838.531250
	Iteration 32Q: 3 clusters Score -2022269 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2022293.125000 Penalty: 4838.531250
	Iteration 33Q: 3 clusters Score -2022293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2022315.875000 Penalty: 4838.531250
	Iteration 34Q: 3 clusters Score -2022316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2022340.875000 Penalty: 4838.531250
	Iteration 35Q: 3 clusters Score -2022341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2022359.125000 Penalty: 4838.531250
	Iteration 36Q: 3 clusters Score -2022359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2022367.625000 Penalty: 4838.531250
	Iteration 37Q: 3 clusters Score -2022368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2022370.125000 Penalty: 4838.531250
	Iteration 38Q: 3 clusters Score -2022370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2022372.875000 Penalty: 4838.531250
	Iteration 39Q: 3 clusters Score -2022373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -2022378.375000 Penalty: 4838.531250
	Iteration 40F: 3 clusters Score -2022378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2022376.625000 Penalty: 4838.531250
	Iteration 41Q: 3 clusters Score -2022377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2022377.625000 Penalty: 4838.531250
	Iteration 42Q: 3 clusters Score -2022378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2022377.625000 Penalty: 4838.531250
	Iteration 43F: 3 clusters Score -2022378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 39181 members 
Mstep: Class 3 contains 3065 members 
Mstep: Class 4 contains 21158 members 
Mstep: Class 5 contains 12733 members 
Mstep: Class 6 contains 136603 members 
Mstep: Class 7 contains 1650 members 
Mstep: Class 8 contains 68658 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 9547 members 
Mstep: Class 11 contains 274935 members 
Mstep: Class 12 contains 72783 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 14 contains 3601 members 
Mstep: Class 15 contains 190229 members 
Mstep: Class 16 contains 6114 members 
Mstep: Class 17 contains 32951 members 
Mstep: Class 18 contains 2321 members 
Mstep: Class 19 contains 300003 members 
Mstep: Class 20 contains 3959 members 
Mstep: Class 21 contains 15592 members 
Entering Unmasked Estep 
Score: -147908816.000000 Penalty: 73094.812500
Splitting cluster 7 changes total score from -147901120.000000 to -147908816.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (68658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68658 members 
Entering Unmasked Estep 
Score: -8386466.000000 Penalty: 2761.949463
	Iteration 0F: 2 clusters Score -8386466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -8340628.000000 Penalty: 5523.898926
	Iteration 0F: 3 clusters Score -8340628 nChanged 32166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -8359976.000000 Penalty: 5523.898926
	Iteration 1F: 3 clusters Score -8359976 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -8362209.500000 Penalty: 5523.898926
	Iteration 2F: 3 clusters Score -8362210 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -8365468.000000 Penalty: 5523.898926
	Iteration 3F: 3 clusters Score -8365468 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -8369978.000000 Penalty: 5523.898926
	Iteration 4F: 3 clusters Score -8369978 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -8375040.000000 Penalty: 5523.898926
	Iteration 5F: 3 clusters Score -8375040 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -8379056.500000 Penalty: 5523.898926
	Iteration 6F: 3 clusters Score -8379056 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -8381402.000000 Penalty: 5523.898926
	Iteration 7F: 3 clusters Score -8381402 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -8382563.500000 Penalty: 5523.898926
	Iteration 8Q: 3 clusters Score -8382564 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -8383223.000000 Penalty: 5523.898926
	Iteration 9Q: 3 clusters Score -8383223 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -8383681.500000 Penalty: 5523.898926
	Iteration 10Q: 3 clusters Score -8383682 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -8384150.000000 Penalty: 5523.898926
	Iteration 11Q: 3 clusters Score -8384150 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -8384543.000000 Penalty: 5523.898926
	Iteration 12Q: 3 clusters Score -8384543 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -8384988.500000 Penalty: 5523.898926
	Iteration 13Q: 3 clusters Score -8384988 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -8385380.500000 Penalty: 5523.898926
	Iteration 14Q: 3 clusters Score -8385380 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 53224 members 
Entering Unmasked Estep 
Score: -8385732.000000 Penalty: 5523.898926
	Iteration 15Q: 3 clusters Score -8385732 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -8386003.500000 Penalty: 5523.898926
	Iteration 16Q: 3 clusters Score -8386004 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -8386236.500000 Penalty: 5523.898926
	Iteration 17Q: 3 clusters Score -8386236 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 55256 members 
Entering Unmasked Estep 
Score: -8386363.000000 Penalty: 5523.898926
	Iteration 18Q: 3 clusters Score -8386363 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -8386568.000000 Penalty: 5523.898926
	Iteration 19Q: 3 clusters Score -8386568 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 56259 members 
Entering Unmasked Estep 
Score: -8386676.500000 Penalty: 5523.898926
	Iteration 20F: 3 clusters Score -8386676 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
Score: -8386786.000000 Penalty: 5523.898926
	Iteration 21Q: 3 clusters Score -8386786 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -8386886.000000 Penalty: 5523.898926
	Iteration 22Q: 3 clusters Score -8386886 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 57466 members 
Entering Unmasked Estep 
Score: -8386983.500000 Penalty: 5523.898926
	Iteration 23Q: 3 clusters Score -8386984 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 57805 members 
Entering Unmasked Estep 
Score: -8387056.500000 Penalty: 5523.898926
	Iteration 24Q: 3 clusters Score -8387056 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 58110 members 
Entering Unmasked Estep 
Score: -8387116.000000 Penalty: 5523.898926
	Iteration 25Q: 3 clusters Score -8387116 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 58361 members 
Entering Unmasked Estep 
Score: -8387161.500000 Penalty: 5523.898926
	Iteration 26Q: 3 clusters Score -8387162 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 58598 members 
Entering Unmasked Estep 
Score: -8387216.000000 Penalty: 5523.898926
	Iteration 27Q: 3 clusters Score -8387216 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -8387239.000000 Penalty: 5523.898926
	Iteration 28Q: 3 clusters Score -8387239 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 58992 members 
Entering Unmasked Estep 
Score: -8387233.000000 Penalty: 5523.898926
	Iteration 29Q: 3 clusters Score -8387233 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 59159 members 
Entering Unmasked Estep 
Score: -8387247.000000 Penalty: 5523.898926
	Iteration 30Q: 3 clusters Score -8387247 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 59327 members 
Entering Unmasked Estep 
Score: -8387291.500000 Penalty: 5523.898926
	Iteration 31Q: 3 clusters Score -8387292 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 59475 members 
Entering Unmasked Estep 
Score: -8387317.000000 Penalty: 5523.898926
	Iteration 32Q: 3 clusters Score -8387317 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -8387354.500000 Penalty: 5523.898926
	Iteration 33Q: 3 clusters Score -8387354 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 59739 members 
Entering Unmasked Estep 
Score: -8387378.000000 Penalty: 5523.898926
	Iteration 34Q: 3 clusters Score -8387378 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 59850 members 
Entering Unmasked Estep 
Score: -8387412.000000 Penalty: 5523.898926
	Iteration 35Q: 3 clusters Score -8387412 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -8387424.500000 Penalty: 5523.898926
	Iteration 36Q: 3 clusters Score -8387424 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -8387430.500000 Penalty: 5523.898926
	Iteration 37Q: 3 clusters Score -8387430 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -8387449.500000 Penalty: 5523.898926
	Iteration 38Q: 3 clusters Score -8387450 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 60211 members 
Entering Unmasked Estep 
Score: -8387474.500000 Penalty: 5523.898926
	Iteration 39Q: 3 clusters Score -8387474 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 60286 members 
Entering Unmasked Estep 
Score: -8387488.500000 Penalty: 5523.898926
	Iteration 40F: 3 clusters Score -8387488 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -8387478.000000 Penalty: 5523.898926
	Iteration 41Q: 3 clusters Score -8387478 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 60430 members 
Entering Unmasked Estep 
Score: -8387503.000000 Penalty: 5523.898926
	Iteration 42Q: 3 clusters Score -8387503 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -8387512.000000 Penalty: 5523.898926
	Iteration 43Q: 3 clusters Score -8387512 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -8387520.500000 Penalty: 5523.898926
	Iteration 44Q: 3 clusters Score -8387520 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 60656 members 
Entering Unmasked Estep 
Score: -8387522.500000 Penalty: 5523.898926
	Iteration 45Q: 3 clusters Score -8387522 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -8387522.000000 Penalty: 5523.898926
	Iteration 46Q: 3 clusters Score -8387522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -8387519.000000 Penalty: 5523.898926
	Iteration 47Q: 3 clusters Score -8387519 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 60797 members 
Entering Unmasked Estep 
Score: -8387536.500000 Penalty: 5523.898926
	Iteration 48Q: 3 clusters Score -8387536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 60849 members 
Entering Unmasked Estep 
Score: -8387534.500000 Penalty: 5523.898926
	Iteration 49Q: 3 clusters Score -8387534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -8387543.500000 Penalty: 5523.898926
	Iteration 50Q: 3 clusters Score -8387544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -8387563.500000 Penalty: 5523.898926
	Iteration 51Q: 3 clusters Score -8387564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -8387555.500000 Penalty: 5523.898926
	Iteration 52Q: 3 clusters Score -8387556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
Score: -8387556.500000 Penalty: 5523.898926
	Iteration 53Q: 3 clusters Score -8387556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 61051 members 
Entering Unmasked Estep 
Score: -8387555.000000 Penalty: 5523.898926
	Iteration 54Q: 3 clusters Score -8387555 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 61085 members 
Entering Unmasked Estep 
Score: -8387575.000000 Penalty: 5523.898926
	Iteration 55Q: 3 clusters Score -8387575 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 61115 members 
Entering Unmasked Estep 
Score: -8387579.000000 Penalty: 5523.898926
	Iteration 56Q: 3 clusters Score -8387579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 61137 members 
Entering Unmasked Estep 
Score: -8387587.500000 Penalty: 5523.898926
	Iteration 57Q: 3 clusters Score -8387588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -8387593.000000 Penalty: 5523.898926
	Iteration 58Q: 3 clusters Score -8387593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 61215 members 
Entering Unmasked Estep 
Score: -8387596.000000 Penalty: 5523.898926
	Iteration 59Q: 3 clusters Score -8387596 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 61265 members 
Entering Unmasked Estep 
Score: -8387609.500000 Penalty: 5523.898926
	Iteration 60F: 3 clusters Score -8387610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -8387620.500000 Penalty: 5523.898926
	Iteration 61Q: 3 clusters Score -8387620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 61323 members 
Entering Unmasked Estep 
Score: -8387632.500000 Penalty: 5523.898926
	Iteration 62Q: 3 clusters Score -8387632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
Score: -8387620.500000 Penalty: 5523.898926
	Iteration 63Q: 3 clusters Score -8387620 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -8387630.000000 Penalty: 5523.898926
	Iteration 64Q: 3 clusters Score -8387630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 61420 members 
Entering Unmasked Estep 
Score: -8387633.500000 Penalty: 5523.898926
	Iteration 65Q: 3 clusters Score -8387634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 61440 members 
Entering Unmasked Estep 
Score: -8387627.500000 Penalty: 5523.898926
	Iteration 66Q: 3 clusters Score -8387628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -8387627.500000 Penalty: 5523.898926
	Iteration 67Q: 3 clusters Score -8387628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 61488 members 
Entering Unmasked Estep 
Score: -8387635.500000 Penalty: 5523.898926
	Iteration 68Q: 3 clusters Score -8387636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 61512 members 
Entering Unmasked Estep 
Score: -8387640.500000 Penalty: 5523.898926
	Iteration 69Q: 3 clusters Score -8387640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 61540 members 
Entering Unmasked Estep 
Score: -8387641.500000 Penalty: 5523.898926
	Iteration 70Q: 3 clusters Score -8387642 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 61578 members 
Entering Unmasked Estep 
Score: -8387640.500000 Penalty: 5523.898926
	Iteration 71Q: 3 clusters Score -8387640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -8387665.500000 Penalty: 5523.898926
	Iteration 72Q: 3 clusters Score -8387666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 61655 members 
Entering Unmasked Estep 
Score: -8387664.500000 Penalty: 5523.898926
	Iteration 73Q: 3 clusters Score -8387664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -8387665.500000 Penalty: 5523.898926
	Iteration 74Q: 3 clusters Score -8387666 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 61727 members 
Entering Unmasked Estep 
Score: -8387651.500000 Penalty: 5523.898926
	Iteration 75Q: 3 clusters Score -8387652 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -8387657.000000 Penalty: 5523.898926
	Iteration 76Q: 3 clusters Score -8387657 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -8387649.000000 Penalty: 5523.898926
	Iteration 77Q: 3 clusters Score -8387649 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 61851 members 
Entering Unmasked Estep 
Score: -8387642.500000 Penalty: 5523.898926
	Iteration 78Q: 3 clusters Score -8387642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 61895 members 
Entering Unmasked Estep 
Score: -8387631.000000 Penalty: 5523.898926
	Iteration 79Q: 3 clusters Score -8387631 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 61954 members 
Entering Unmasked Estep 
Score: -8387641.500000 Penalty: 5523.898926
	Iteration 80F: 3 clusters Score -8387642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 61999 members 
Entering Unmasked Estep 
Score: -8387646.000000 Penalty: 5523.898926
	Iteration 81Q: 3 clusters Score -8387646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
Score: -8387674.500000 Penalty: 5523.898926
	Iteration 82Q: 3 clusters Score -8387674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 62074 members 
Entering Unmasked Estep 
Score: -8387688.000000 Penalty: 5523.898926
	Iteration 83Q: 3 clusters Score -8387688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 62104 members 
Entering Unmasked Estep 
Score: -8387688.000000 Penalty: 5523.898926
	Iteration 84Q: 3 clusters Score -8387688 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -8387690.000000 Penalty: 5523.898926
	Iteration 85Q: 3 clusters Score -8387690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 62159 members 
Entering Unmasked Estep 
Score: -8387685.000000 Penalty: 5523.898926
	Iteration 86Q: 3 clusters Score -8387685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -8387697.000000 Penalty: 5523.898926
	Iteration 87Q: 3 clusters Score -8387697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 62182 members 
Entering Unmasked Estep 
Score: -8387696.000000 Penalty: 5523.898926
	Iteration 88Q: 3 clusters Score -8387696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -8387689.000000 Penalty: 5523.898926
	Iteration 89Q: 3 clusters Score -8387689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -8387703.000000 Penalty: 5523.898926
	Iteration 90Q: 3 clusters Score -8387703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 62222 members 
Entering Unmasked Estep 
Score: -8387704.000000 Penalty: 5523.898926
	Iteration 91Q: 3 clusters Score -8387704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 62228 members 
Entering Unmasked Estep 
Score: -8387696.500000 Penalty: 5523.898926
	Iteration 92Q: 3 clusters Score -8387696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 62237 members 
Entering Unmasked Estep 
Score: -8387692.500000 Penalty: 5523.898926
	Iteration 93Q: 3 clusters Score -8387692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 62244 members 
Entering Unmasked Estep 
Score: -8387688.000000 Penalty: 5523.898926
	Iteration 94Q: 3 clusters Score -8387688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 62256 members 
Entering Unmasked Estep 
Score: -8387694.000000 Penalty: 5523.898926
	Iteration 95Q: 3 clusters Score -8387694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 62269 members 
Entering Unmasked Estep 
Score: -8387697.000000 Penalty: 5523.898926
	Iteration 96Q: 3 clusters Score -8387697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 62280 members 
Entering Unmasked Estep 
Score: -8387688.000000 Penalty: 5523.898926
	Iteration 97Q: 3 clusters Score -8387688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 62290 members 
Entering Unmasked Estep 
Score: -8387686.000000 Penalty: 5523.898926
	Iteration 98Q: 3 clusters Score -8387686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -8387688.500000 Penalty: 5523.898926
	Iteration 99Q: 3 clusters Score -8387688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -8387681.000000 Penalty: 5523.898926
	Iteration 100F: 3 clusters Score -8387681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -8387685.500000 Penalty: 5523.898926
	Iteration 101Q: 3 clusters Score -8387686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -8387686.000000 Penalty: 5523.898926
	Iteration 102Q: 3 clusters Score -8387686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 62339 members 
Entering Unmasked Estep 
Score: -8387691.000000 Penalty: 5523.898926
	Iteration 103Q: 3 clusters Score -8387691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 62348 members 
Entering Unmasked Estep 
Score: -8387693.000000 Penalty: 5523.898926
	Iteration 104Q: 3 clusters Score -8387693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -8387694.500000 Penalty: 5523.898926
	Iteration 105Q: 3 clusters Score -8387694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -8387695.000000 Penalty: 5523.898926
	Iteration 106Q: 3 clusters Score -8387695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -8387695.500000 Penalty: 5523.898926
	Iteration 107Q: 3 clusters Score -8387696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 62374 members 
Entering Unmasked Estep 
Score: -8387693.500000 Penalty: 5523.898926
	Iteration 108Q: 3 clusters Score -8387694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -8387685.500000 Penalty: 5523.898926
	Iteration 109Q: 3 clusters Score -8387686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
Score: -8387684.000000 Penalty: 5523.898926
	Iteration 110Q: 3 clusters Score -8387684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 62382 members 
Entering Unmasked Estep 
Score: -8387685.000000 Penalty: 5523.898926
	Iteration 111Q: 3 clusters Score -8387685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -8387678.000000 Penalty: 5523.898926
	Iteration 112Q: 3 clusters Score -8387678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 62388 members 
Entering Unmasked Estep 
Score: -8387677.000000 Penalty: 5523.898926
	Iteration 113Q: 3 clusters Score -8387677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -8387678.500000 Penalty: 5523.898926
	Iteration 114Q: 3 clusters Score -8387678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -8387673.500000 Penalty: 5523.898926
	Iteration 115Q: 3 clusters Score -8387674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -8387682.000000 Penalty: 5523.898926
	Iteration 116Q: 3 clusters Score -8387682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -8387673.500000 Penalty: 5523.898926
	Iteration 117Q: 3 clusters Score -8387674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -8387671.500000 Penalty: 5523.898926
	Iteration 118Q: 3 clusters Score -8387672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -8387676.500000 Penalty: 5523.898926
	Iteration 119Q: 3 clusters Score -8387676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -8387681.500000 Penalty: 5523.898926
	Iteration 120F: 3 clusters Score -8387682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 62443 members 
Entering Unmasked Estep 
Score: -8387688.000000 Penalty: 5523.898926
	Iteration 121Q: 3 clusters Score -8387688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -8387691.500000 Penalty: 5523.898926
	Iteration 122Q: 3 clusters Score -8387692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -8387697.500000 Penalty: 5523.898926
	Iteration 123Q: 3 clusters Score -8387698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 62479 members 
Entering Unmasked Estep 
Score: -8387701.500000 Penalty: 5523.898926
	Iteration 124Q: 3 clusters Score -8387702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 62488 members 
Entering Unmasked Estep 
Score: -8387701.500000 Penalty: 5523.898926
	Iteration 125Q: 3 clusters Score -8387702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -8387699.500000 Penalty: 5523.898926
	Iteration 126Q: 3 clusters Score -8387700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 62508 members 
Entering Unmasked Estep 
Score: -8387709.500000 Penalty: 5523.898926
	Iteration 127Q: 3 clusters Score -8387710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 62523 members 
Entering Unmasked Estep 
Score: -8387705.500000 Penalty: 5523.898926
	Iteration 128Q: 3 clusters Score -8387706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -8387712.000000 Penalty: 5523.898926
	Iteration 129Q: 3 clusters Score -8387712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 62548 members 
Entering Unmasked Estep 
Score: -8387715.500000 Penalty: 5523.898926
	Iteration 130Q: 3 clusters Score -8387716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -8387716.500000 Penalty: 5523.898926
	Iteration 131Q: 3 clusters Score -8387716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -8387717.500000 Penalty: 5523.898926
	Iteration 132Q: 3 clusters Score -8387718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -8387717.000000 Penalty: 5523.898926
	Iteration 133Q: 3 clusters Score -8387717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 62573 members 
Entering Unmasked Estep 
Score: -8387722.500000 Penalty: 5523.898926
	Iteration 134Q: 3 clusters Score -8387722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -8387724.000000 Penalty: 5523.898926
	Iteration 135Q: 3 clusters Score -8387724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 62582 members 
Entering Unmasked Estep 
Score: -8387726.000000 Penalty: 5523.898926
	Iteration 136Q: 3 clusters Score -8387726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 62588 members 
Entering Unmasked Estep 
Score: -8387728.500000 Penalty: 5523.898926
	Iteration 137Q: 3 clusters Score -8387728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 62590 members 
Entering Unmasked Estep 
Score: -8387723.500000 Penalty: 5523.898926
	Iteration 138Q: 3 clusters Score -8387724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 62591 members 
Entering Unmasked Estep 
Score: -8387720.500000 Penalty: 5523.898926
	Iteration 139Q: 3 clusters Score -8387720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 62593 members 
Entering Unmasked Estep 
Score: -8387720.500000 Penalty: 5523.898926
	Iteration 140F: 3 clusters Score -8387720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
Score: -8387723.000000 Penalty: 5523.898926
	Iteration 141Q: 3 clusters Score -8387723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 62602 members 
Entering Unmasked Estep 
Score: -8387731.000000 Penalty: 5523.898926
	Iteration 142Q: 3 clusters Score -8387731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -8387728.000000 Penalty: 5523.898926
	Iteration 143Q: 3 clusters Score -8387728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 62612 members 
Entering Unmasked Estep 
Score: -8387734.000000 Penalty: 5523.898926
	Iteration 144Q: 3 clusters Score -8387734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -8387735.500000 Penalty: 5523.898926
	Iteration 145Q: 3 clusters Score -8387736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 62620 members 
Entering Unmasked Estep 
Score: -8387738.500000 Penalty: 5523.898926
	Iteration 146Q: 3 clusters Score -8387738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 62622 members 
Entering Unmasked Estep 
Score: -8387735.500000 Penalty: 5523.898926
	Iteration 147Q: 3 clusters Score -8387736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -8387740.500000 Penalty: 5523.898926
	Iteration 148Q: 3 clusters Score -8387740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -8387740.500000 Penalty: 5523.898926
	Iteration 149F: 3 clusters Score -8387740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 39181 members 
Mstep: Class 3 contains 3065 members 
Mstep: Class 4 contains 21158 members 
Mstep: Class 5 contains 12733 members 
Mstep: Class 6 contains 136603 members 
Mstep: Class 7 contains 1650 members 
Mstep: Class 8 contains 6034 members 
Mstep: Class 9 contains 1736 members 
Mstep: Class 10 contains 9547 members 
Mstep: Class 11 contains 274935 members 
Mstep: Class 12 contains 72783 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 14 contains 3601 members 
Mstep: Class 15 contains 190229 members 
Mstep: Class 16 contains 6114 members 
Mstep: Class 17 contains 32951 members 
Mstep: Class 18 contains 2321 members 
Mstep: Class 19 contains 300003 members 
Mstep: Class 20 contains 3959 members 
Mstep: Class 21 contains 15592 members 
Mstep: Class 22 contains 62624 members 
Entering Unmasked Estep 
Score: -147909600.000000 Penalty: 76575.515625
Splitting cluster 8 changes total score from -147901120.000000 to -147909600.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -166102.296875 Penalty: 1849.916016
	Iteration 0F: 2 clusters Score -166102.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -163984.046875 Penalty: 3699.832031
	Iteration 0F: 3 clusters Score -163984 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -165754.484375 Penalty: 3699.832031
	Iteration 1F: 3 clusters Score -165754.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -167626.125000 Penalty: 3699.832031
	Iteration 2F: 3 clusters Score -167626.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -169543.531250 Penalty: 3699.832031
	Iteration 3F: 3 clusters Score -169543.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -170476.750000 Penalty: 3699.832031
	Iteration 4F: 3 clusters Score -170476.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -170717.390625 Penalty: 3699.832031
	Iteration 5Q: 3 clusters Score -170717.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -170824.218750 Penalty: 3699.832031
	Iteration 6Q: 3 clusters Score -170824.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -170966.265625 Penalty: 3699.832031
	Iteration 7Q: 3 clusters Score -170966.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -171217.187500 Penalty: 3699.832031
	Iteration 8Q: 3 clusters Score -171217.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -171595.796875 Penalty: 3699.832031
	Iteration 9Q: 3 clusters Score -171595.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -172186.593750 Penalty: 3699.832031
	Iteration 10F: 3 clusters Score -172186.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -172889.156250 Penalty: 3699.832031
	Iteration 11Q: 3 clusters Score -172889.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -172911.578125 Penalty: 3699.832031
	Iteration 12Q: 3 clusters Score -172911.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -172914.234375 Penalty: 3699.832031
	Iteration 13Q: 3 clusters Score -172914.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -172923.343750 Penalty: 3699.832031
	Iteration 14Q: 3 clusters Score -172923.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -172923.343750 Penalty: 3699.832031
	Iteration 15F: 3 clusters Score -172923.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 39181 members 
Mstep: Class 3 contains 3065 members 
Mstep: Class 4 contains 21158 members 
Mstep: Class 5 contains 12733 members 
Mstep: Class 6 contains 136603 members 
Mstep: Class 7 contains 1650 members 
Mstep: Class 8 contains 6034 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 9547 members 
Mstep: Class 11 contains 274935 members 
Mstep: Class 12 contains 72783 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 14 contains 3601 members 
Mstep: Class 15 contains 190229 members 
Mstep: Class 16 contains 6114 members 
Mstep: Class 17 contains 32951 members 
Mstep: Class 18 contains 2321 members 
Mstep: Class 19 contains 300003 members 
Mstep: Class 20 contains 3959 members 
Mstep: Class 21 contains 15592 members 
Mstep: Class 22 contains 62624 members 
Mstep: Class 23 contains 697 members 
Entering Unmasked Estep 
Score: -147914816.000000 Penalty: 80056.218750
Splitting cluster 9 changes total score from -147901120.000000 to -147914816.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (9547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Entering Unmasked Estep 
Score: -1084905.125000 Penalty: 2272.667725
	Iteration 0F: 2 clusters Score -1084905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1077589.750000 Penalty: 4545.335449
	Iteration 0F: 3 clusters Score -1077590 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1080514.500000 Penalty: 4545.335449
	Iteration 1F: 3 clusters Score -1080514 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1083596.125000 Penalty: 4545.335449
	Iteration 2F: 3 clusters Score -1083596 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1086459.625000 Penalty: 4545.335449
	Iteration 3F: 3 clusters Score -1086460 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1087501.375000 Penalty: 4545.335449
	Iteration 4F: 3 clusters Score -1087501 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1087979.125000 Penalty: 4545.335449
	Iteration 5Q: 3 clusters Score -1087979 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1088265.500000 Penalty: 4545.335449
	Iteration 6Q: 3 clusters Score -1088266 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1088465.375000 Penalty: 4545.335449
	Iteration 7Q: 3 clusters Score -1088465 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1088642.500000 Penalty: 4545.335449
	Iteration 8Q: 3 clusters Score -1088642 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1088824.625000 Penalty: 4545.335449
	Iteration 9Q: 3 clusters Score -1088825 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1088968.250000 Penalty: 4545.335449
	Iteration 10Q: 3 clusters Score -1088968 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1089077.375000 Penalty: 4545.335449
	Iteration 11Q: 3 clusters Score -1089077 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1089179.875000 Penalty: 4545.335449
	Iteration 12Q: 3 clusters Score -1089180 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1089272.375000 Penalty: 4545.335449
	Iteration 13Q: 3 clusters Score -1089272 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1089382.125000 Penalty: 4545.335449
	Iteration 14Q: 3 clusters Score -1089382 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1089509.750000 Penalty: 4545.335449
	Iteration 15Q: 3 clusters Score -1089510 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1089716.875000 Penalty: 4545.335449
	Iteration 16Q: 3 clusters Score -1089717 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1089989.875000 Penalty: 4545.335449
	Iteration 17Q: 3 clusters Score -1089990 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1090183.125000 Penalty: 4545.335449
	Iteration 18Q: 3 clusters Score -1090183 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1090224.875000 Penalty: 4545.335449
	Iteration 19Q: 3 clusters Score -1090225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1090238.125000 Penalty: 4545.335449
	Iteration 20F: 3 clusters Score -1090238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1090247.125000 Penalty: 4545.335449
	Iteration 21Q: 3 clusters Score -1090247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1090250.000000 Penalty: 4545.335449
	Iteration 22Q: 3 clusters Score -1090250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1090250.250000 Penalty: 4545.335449
	Iteration 23Q: 3 clusters Score -1090250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1090253.500000 Penalty: 4545.335449
	Iteration 24Q: 3 clusters Score -1090254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1090253.750000 Penalty: 4545.335449
	Iteration 25Q: 3 clusters Score -1090254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1090253.750000 Penalty: 4545.335449
	Iteration 26F: 3 clusters Score -1090254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 39181 members 
Mstep: Class 3 contains 3065 members 
Mstep: Class 4 contains 21158 members 
Mstep: Class 5 contains 12733 members 
Mstep: Class 6 contains 136603 members 
Mstep: Class 7 contains 1650 members 
Mstep: Class 8 contains 6034 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 5228 members 
Mstep: Class 11 contains 274935 members 
Mstep: Class 12 contains 72783 members 
Mstep: Class 13 contains 1738 members 
Mstep: Class 14 contains 3601 members 
Mstep: Class 15 contains 190229 members 
Mstep: Class 16 contains 6114 members 
Mstep: Class 17 contains 32951 members 
Mstep: Class 18 contains 2321 members 
Mstep: Class 19 contains 300003 members 
Mstep: Class 20 contains 3959 members 
Mstep: Class 21 contains 15592 members 
Mstep: Class 22 contains 62624 members 
Mstep: Class 23 contains 697 members 
Mstep: Class 24 contains 4319 members 
Entering Unmasked Estep 
Score: -147919200.000000 Penalty: 83536.929688
Splitting cluster 10 changes total score from -147901120.000000 to -147919200.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (274935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274935 members 
Entering Unmasked Estep 
Score: -33521626.000000 Penalty: 3106.023926
	Iteration 0F: 2 clusters Score -3.352163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136873 members 
Mstep: Class 2 contains 138062 members 
Entering Unmasked Estep 
Score: -33362514.000000 Penalty: 6212.047852
	Iteration 0F: 3 clusters Score -3.336251e+07 nChanged 132903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124668 members 
Mstep: Class 2 contains 150267 members 
Entering Unmasked Estep 
Score: -33442860.000000 Penalty: 6212.047852
	Iteration 1F: 3 clusters Score -3.344286e+07 nChanged 10658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117406 members 
Mstep: Class 2 contains 157529 members 
Entering Unmasked Estep 
Score: -33446902.000000 Penalty: 6212.047852
	Iteration 2Q: 3 clusters Score -3.34469e+07 nChanged 13589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106505 members 
Mstep: Class 2 contains 168430 members 
Entering Unmasked Estep 
Score: -33453810.000000 Penalty: 6212.047852
	Iteration 3Q: 3 clusters Score -3.345381e+07 nChanged 17419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91272 members 
Mstep: Class 2 contains 183663 members 
Entering Unmasked Estep 
Score: -33465634.000000 Penalty: 6212.047852
	Iteration 4F: 3 clusters Score -3.346563e+07 nChanged 20336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72804 members 
Mstep: Class 2 contains 202131 members 
Entering Unmasked Estep 
Score: -33481076.000000 Penalty: 6212.047852
	Iteration 5F: 3 clusters Score -3.348108e+07 nChanged 19865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 219896 members 
Entering Unmasked Estep 
Score: -33496460.000000 Penalty: 6212.047852
	Iteration 6F: 3 clusters Score -3.349646e+07 nChanged 15775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 233281 members 
Entering Unmasked Estep 
Score: -33508108.000000 Penalty: 6212.047852
	Iteration 7F: 3 clusters Score -3.350811e+07 nChanged 10947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 241732 members 
Entering Unmasked Estep 
Score: -33514516.000000 Penalty: 6212.047852
	Iteration 8Q: 3 clusters Score -3.351452e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 246975 members 
Entering Unmasked Estep 
Score: -33517672.000000 Penalty: 6212.047852
	Iteration 9Q: 3 clusters Score -3.351767e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 250841 members 
Entering Unmasked Estep 
Score: -33519640.000000 Penalty: 6212.047852
	Iteration 10Q: 3 clusters Score -3.351964e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 253776 members 
Entering Unmasked Estep 
Score: -33520696.000000 Penalty: 6212.047852
	Iteration 11Q: 3 clusters Score -3.35207e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 256094 members 
Entering Unmasked Estep 
Score: -33521104.000000 Penalty: 6212.047852
	Iteration 12Q: 3 clusters Score -3.35211e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 257938 members 
Entering Unmasked Estep 
Score: -33521316.000000 Penalty: 6212.047852
	Iteration 13Q: 3 clusters Score -3.352132e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 259471 members 
Entering Unmasked Estep 
Score: -33521246.000000 Penalty: 6212.047852
	Iteration 14Q: 3 clusters Score -3.352125e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 260789 members 
Entering Unmasked Estep 
Score: -33521214.000000 Penalty: 6212.047852
	Iteration 15Q: 3 clusters Score -3.352121e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 261881 members 
Entering Unmasked Estep 
Score: -33521308.000000 Penalty: 6212.047852
	Iteration 16Q: 3 clusters Score -3.352131e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 262808 members 
Entering Unmasked Estep 
Score: -33521322.000000 Penalty: 6212.047852
	Iteration 17Q: 3 clusters Score -3.352132e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 263592 members 
Entering Unmasked Estep 
Score: -33521300.000000 Penalty: 6212.047852
	Iteration 18Q: 3 clusters Score -3.35213e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 264301 members 
Entering Unmasked Estep 
Score: -33521146.000000 Penalty: 6212.047852
	Iteration 19Q: 3 clusters Score -3.352115e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 264891 members 
Entering Unmasked Estep 
Score: -33521194.000000 Penalty: 6212.047852
	Iteration 20F: 3 clusters Score -3.352119e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 265399 members 
Entering Unmasked Estep 
Score: -33521124.000000 Penalty: 6212.047852
	Iteration 21Q: 3 clusters Score -3.352112e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 265852 members 
Entering Unmasked Estep 
Score: -33521178.000000 Penalty: 6212.047852
	Iteration 22Q: 3 clusters Score -3.352118e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 266239 members 
Entering Unmasked Estep 
Score: -33521212.000000 Penalty: 6212.047852
	Iteration 23Q: 3 clusters Score -3.352121e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 266594 members 
Entering Unmasked Estep 
Score: -33521110.000000 Penalty: 6212.047852
	Iteration 24Q: 3 clusters Score -3.352111e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 266892 members 
Entering Unmasked Estep 
Score: -33521156.000000 Penalty: 6212.047852
	Iteration 25Q: 3 clusters Score -3.352116e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 267157 members 
Entering Unmasked Estep 
Score: -33521206.000000 Penalty: 6212.047852
	Iteration 26Q: 3 clusters Score -3.352121e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 267395 members 
Entering Unmasked Estep 
Score: -33521284.000000 Penalty: 6212.047852
	Iteration 27Q: 3 clusters Score -3.352128e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 267601 members 
Entering Unmasked Estep 
Score: -33521218.000000 Penalty: 6212.047852
	Iteration 28Q: 3 clusters Score -3.352122e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 267805 members 
Entering Unmasked Estep 
Score: -33521244.000000 Penalty: 6212.047852
	Iteration 29Q: 3 clusters Score -3.352124e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 268013 members 
Entering Unmasked Estep 
Score: -33521242.000000 Penalty: 6212.047852
	Iteration 30Q: 3 clusters Score -3.352124e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 268196 members 
Entering Unmasked Estep 
Score: -33521236.000000 Penalty: 6212.047852
	Iteration 31Q: 3 clusters Score -3.352124e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 268353 members 
Entering Unmasked Estep 
Score: -33521258.000000 Penalty: 6212.047852
	Iteration 32Q: 3 clusters Score -3.352126e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 268488 members 
Entering Unmasked Estep 
Score: -33521248.000000 Penalty: 6212.047852
	Iteration 33Q: 3 clusters Score -3.352125e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 268629 members 
Entering Unmasked Estep 
Score: -33521216.000000 Penalty: 6212.047852
	Iteration 34Q: 3 clusters Score -3.352122e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 268746 members 
Entering Unmasked Estep 
Score: -33521208.000000 Penalty: 6212.047852
	Iteration 35Q: 3 clusters Score -3.352121e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 268844 members 
Entering Unmasked Estep 
Score: -33521200.000000 Penalty: 6212.047852
	Iteration 36Q: 3 clusters Score -3.35212e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 268930 members 
Entering Unmasked Estep 
Score: -33521162.000000 Penalty: 6212.047852
	Iteration 37Q: 3 clusters Score -3.352116e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 269012 members 
Entering Unmasked Estep 
Score: -33521194.000000 Penalty: 6212.047852
	Iteration 38Q: 3 clusters Score -3.352119e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 269106 members 
Entering Unmasked Estep 
Score: -33521194.000000 Penalty: 6212.047852
	Iteration 39Q: 3 clusters Score -3.352119e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 269194 members 
Entering Unmasked Estep 
Score: -33521212.000000 Penalty: 6212.047852
	Iteration 40F: 3 clusters Score -3.352121e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 269275 members 
Entering Unmasked Estep 
Score: -33521120.000000 Penalty: 6212.047852
	Iteration 41Q: 3 clusters Score -3.352112e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 269348 members 
Entering Unmasked Estep 
Score: -33521104.000000 Penalty: 6212.047852
	Iteration 42Q: 3 clusters Score -3.35211e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 269413 members 
Entering Unmasked Estep 
Score: -33521108.000000 Penalty: 6212.047852
	Iteration 43Q: 3 clusters Score -3.352111e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 269470 members 
Entering Unmasked Estep 
Score: -33521126.000000 Penalty: 6212.047852
	Iteration 44Q: 3 clusters Score -3.352113e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 269520 members 
Entering Unmasked Estep 
Score: -33521098.000000 Penalty: 6212.047852
	Iteration 45Q: 3 clusters Score -3.35211e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 269558 members 
Entering Unmasked Estep 
Score: -33521106.000000 Penalty: 6212.047852
	Iteration 46Q: 3 clusters Score -3.352111e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 269596 members 
Entering Unmasked Estep 
Score: -33521112.000000 Penalty: 6212.047852
	Iteration 47Q: 3 clusters Score -3.352111e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 269640 members 
Entering Unmasked Estep 
Score: -33521120.000000 Penalty: 6212.047852
	Iteration 48Q: 3 clusters Score -3.352112e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 269693 members 
Entering Unmasked Estep 
Score: -33521112.000000 Penalty: 6212.047852
	Iteration 49Q: 3 clusters Score -3.352111e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 269726 members 
Entering Unmasked Estep 
Score: -33521120.000000 Penalty: 6212.047852
	Iteration 50Q: 3 clusters Score -3.352112e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 269761 members 
Entering Unmasked Estep 
Score: -33521100.000000 Penalty: 6212.047852
	Iteration 51Q: 3 clusters Score -3.35211e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 269801 members 
Entering Unmasked Estep 
Score: -33521156.000000 Penalty: 6212.047852
	Iteration 52Q: 3 clusters Score -3.352116e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 269841 members 
Entering Unmasked Estep 
Score: -33521140.000000 Penalty: 6212.047852
	Iteration 53Q: 3 clusters Score -3.352114e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 269877 members 
Entering Unmasked Estep 
Score: -33521172.000000 Penalty: 6212.047852
	Iteration 54Q: 3 clusters Score -3.352117e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 269923 members 
Entering Unmasked Estep 
Score: -33521174.000000 Penalty: 6212.047852
	Iteration 55Q: 3 clusters Score -3.352117e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 269956 members 
Entering Unmasked Estep 
Score: -33521174.000000 Penalty: 6212.047852
	Iteration 56Q: 3 clusters Score -3.352117e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 269986 members 
Entering Unmasked Estep 
Score: -33521146.000000 Penalty: 6212.047852
	Iteration 57Q: 3 clusters Score -3.352115e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 270016 members 
Entering Unmasked Estep 
Score: -33521174.000000 Penalty: 6212.047852
	Iteration 58Q: 3 clusters Score -3.352117e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 270041 members 
Entering Unmasked Estep 
Score: -33521178.000000 Penalty: 6212.047852
	Iteration 59Q: 3 clusters Score -3.352118e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 270064 members 
Entering Unmasked Estep 
Score: -33521212.000000 Penalty: 6212.047852
	Iteration 60F: 3 clusters Score -3.352121e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 270083 members 
Entering Unmasked Estep 
Score: -33521236.000000 Penalty: 6212.047852
	Iteration 61Q: 3 clusters Score -3.352124e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 270101 members 
Entering Unmasked Estep 
Score: -33521226.000000 Penalty: 6212.047852
	Iteration 62Q: 3 clusters Score -3.352123e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 270118 members 
Entering Unmasked Estep 
Score: -33521186.000000 Penalty: 6212.047852
	Iteration 63Q: 3 clusters Score -3.352119e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 270134 members 
Entering Unmasked Estep 
Score: -33521224.000000 Penalty: 6212.047852
	Iteration 64Q: 3 clusters Score -3.352122e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 270151 members 
Entering Unmasked Estep 
Score: -33521200.000000 Penalty: 6212.047852
	Iteration 65Q: 3 clusters Score -3.35212e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 270161 members 
Entering Unmasked Estep 
Score: -33521176.000000 Penalty: 6212.047852
	Iteration 66Q: 3 clusters Score -3.352118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 270167 members 
Entering Unmasked Estep 
Score: -33521234.000000 Penalty: 6212.047852
	Iteration 67Q: 3 clusters Score -3.352123e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 270180 members 
Entering Unmasked Estep 
Score: -33521228.000000 Penalty: 6212.047852
	Iteration 68Q: 3 clusters Score -3.352123e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 270198 members 
Entering Unmasked Estep 
Score: -33521214.000000 Penalty: 6212.047852
	Iteration 69Q: 3 clusters Score -3.352121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 270208 members 
Entering Unmasked Estep 
Score: -33521218.000000 Penalty: 6212.047852
	Iteration 70Q: 3 clusters Score -3.352122e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 270221 members 
Entering Unmasked Estep 
Score: -33521218.000000 Penalty: 6212.047852
	Iteration 71Q: 3 clusters Score -3.352122e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 270236 members 
Entering Unmasked Estep 
Score: -33521212.000000 Penalty: 6212.047852
	Iteration 72Q: 3 clusters Score -3.352121e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 270260 members 
Entering Unmasked Estep 
Score: -33521214.000000 Penalty: 6212.047852
	Iteration 73Q: 3 clusters Score -3.352121e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 270282 members 
Entering Unmasked Estep 
Score: -33521230.000000 Penalty: 6212.047852
	Iteration 74Q: 3 clusters Score -3.352123e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 270298 members 
Entering Unmasked Estep 
Score: -33521234.000000 Penalty: 6212.047852
	Iteration 75Q: 3 clusters Score -3.352123e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 270309 members 
Entering Unmasked Estep 
Score: -33521224.000000 Penalty: 6212.047852
	Iteration 76Q: 3 clusters Score -3.352122e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 270326 members 
Entering Unmasked Estep 
Score: -33521206.000000 Penalty: 6212.047852
	Iteration 77Q: 3 clusters Score -3.352121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 270335 members 
Entering Unmasked Estep 
Score: -33521214.000000 Penalty: 6212.047852
	Iteration 78Q: 3 clusters Score -3.352121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 270344 members 
Entering Unmasked Estep 
Score: -33521214.000000 Penalty: 6212.047852
	Iteration 79Q: 3 clusters Score -3.352121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 270353 members 
Entering Unmasked Estep 
Score: -33521218.000000 Penalty: 6212.047852
	Iteration 80F: 3 clusters Score -3.352122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 270364 members 
Entering Unmasked Estep 
Score: -33521208.000000 Penalty: 6212.047852
	Iteration 81Q: 3 clusters Score -3.352121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 270369 members 
Entering Unmasked Estep 
Score: -33521192.000000 Penalty: 6212.047852
	Iteration 82Q: 3 clusters Score -3.352119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 270372 members 
Entering Unmasked Estep 
Score: -33521192.000000 Penalty: 6212.047852
	Iteration 83Q: 3 clusters Score -3.352119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 270377 members 
Entering Unmasked Estep 
Score: -33521202.000000 Penalty: 6212.047852
	Iteration 84Q: 3 clusters Score -3.35212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 270387 members 
Entering Unmasked Estep 
Score: -33521214.000000 Penalty: 6212.047852
	Iteration 85Q: 3 clusters Score -3.352121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 270399 members 
Entering Unmasked Estep 
Score: -33521204.000000 Penalty: 6212.047852
	Iteration 86Q: 3 clusters Score -3.35212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 270405 members 
Entering Unmasked Estep 
Score: -33521224.000000 Penalty: 6212.047852
	Iteration 87Q: 3 clusters Score -3.352122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 270411 members 
Entering Unmasked Estep 
Score: -33521210.000000 Penalty: 6212.047852
	Iteration 88Q: 3 clusters Score -3.352121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 270418 members 
Entering Unmasked Estep 
Score: -33521196.000000 Penalty: 6212.047852
	Iteration 89Q: 3 clusters Score -3.35212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 270424 members 
Entering Unmasked Estep 
Score: -33521208.000000 Penalty: 6212.047852
	Iteration 90Q: 3 clusters Score -3.352121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 270432 members 
Entering Unmasked Estep 
Score: -33521178.000000 Penalty: 6212.047852
	Iteration 91Q: 3 clusters Score -3.352118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 270442 members 
Entering Unmasked Estep 
Score: -33521176.000000 Penalty: 6212.047852
	Iteration 92Q: 3 clusters Score -3.352118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 270450 members 
Entering Unmasked Estep 
Score: -33521180.000000 Penalty: 6212.047852
	Iteration 93Q: 3 clusters Score -3.352118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 270462 members 
Entering Unmasked Estep 
Score: -33521168.000000 Penalty: 6212.047852
	Iteration 94Q: 3 clusters Score -3.352117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 270477 members 
Entering Unmasked Estep 
Score: -33521168.000000 Penalty: 6212.047852
	Iteration 95Q: 3 clusters Score -3.352117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 270486 members 
Entering Unmasked Estep 
Score: -33521182.000000 Penalty: 6212.047852
	Iteration 96Q: 3 clusters Score -3.352118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 270490 members 
Entering Unmasked Estep 
Score: -33521186.000000 Penalty: 6212.047852
	Iteration 97Q: 3 clusters Score -3.352119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 270490 members 
Entering Unmasked Estep 
Score: -33521198.000000 Penalty: 6212.047852
	Iteration 98Q: 3 clusters Score -3.35212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 270495 members 
Entering Unmasked Estep 
Score: -33521188.000000 Penalty: 6212.047852
	Iteration 99Q: 3 clusters Score -3.352119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 270499 members 
Entering Unmasked Estep 
Score: -33521176.000000 Penalty: 6212.047852
	Iteration 100F: 3 clusters Score -3.352118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 270502 members 
Entering Unmasked Estep 
Score: -33521180.000000 Penalty: 6212.047852
	Iteration 101Q: 3 clusters Score -3.352118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 270505 members 
Entering Unmasked Estep 
Score: -33521194.000000 Penalty: 6212.047852
	Iteration 102Q: 3 clusters Score -3.352119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 270505 members 
Entering Unmasked Estep 
Score: -33521168.000000 Penalty: 6212.047852
	Iteration 103Q: 3 clusters Score -3.352117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 270506 members 
Entering Unmasked Estep 
Score: -33521160.000000 Penalty: 6212.047852
	Iteration 104Q: 3 clusters Score -3.352116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 270508 members 
Entering Unmasked Estep 
Score: -33521158.000000 Penalty: 6212.047852
	Iteration 105Q: 3 clusters Score -3.352116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 270509 members 
Entering Unmasked Estep 
Score: -33521164.000000 Penalty: 6212.047852
	Iteration 106Q: 3 clusters Score -3.352116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 270510 members 
Entering Unmasked Estep 
Score: -33521164.000000 Penalty: 6212.047852
	Iteration 107Q: 3 clusters Score -3.352116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 270511 members 
Entering Unmasked Estep 
Score: -33521166.000000 Penalty: 6212.047852
	Iteration 108Q: 3 clusters Score -3.352117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 270512 members 
Entering Unmasked Estep 
Score: -33521152.000000 Penalty: 6212.047852
	Iteration 109Q: 3 clusters Score -3.352115e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 270512 members 
Entering Unmasked Estep 
Score: -33521152.000000 Penalty: 6212.047852
	Iteration 110F: 3 clusters Score -3.352115e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72783 members 
Entering Unmasked Estep 
Score: -8282003.500000 Penalty: 2776.418945
	Iteration 0F: 2 clusters Score -8282004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -8233408.500000 Penalty: 5552.837891
	Iteration 0F: 3 clusters Score -8233408 nChanged 34014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -8254134.000000 Penalty: 5552.837891
	Iteration 1F: 3 clusters Score -8254134 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -8256744.500000 Penalty: 5552.837891
	Iteration 2F: 3 clusters Score -8256744 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -8260270.000000 Penalty: 5552.837891
	Iteration 3F: 3 clusters Score -8260270 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -8263572.000000 Penalty: 5552.837891
	Iteration 4F: 3 clusters Score -8263572 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -8265913.000000 Penalty: 5552.837891
	Iteration 5F: 3 clusters Score -8265913 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -8267805.500000 Penalty: 5552.837891
	Iteration 6F: 3 clusters Score -8267806 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -8269259.500000 Penalty: 5552.837891
	Iteration 7Q: 3 clusters Score -8269260 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -8270559.000000 Penalty: 5552.837891
	Iteration 8Q: 3 clusters Score -8270559 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -8271510.000000 Penalty: 5552.837891
	Iteration 9Q: 3 clusters Score -8271510 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -8272292.500000 Penalty: 5552.837891
	Iteration 10Q: 3 clusters Score -8272292 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -8273048.500000 Penalty: 5552.837891
	Iteration 11Q: 3 clusters Score -8273048 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -8273679.500000 Penalty: 5552.837891
	Iteration 12Q: 3 clusters Score -8273680 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -8274241.000000 Penalty: 5552.837891
	Iteration 13Q: 3 clusters Score -8274241 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -8274693.500000 Penalty: 5552.837891
	Iteration 14Q: 3 clusters Score -8274694 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -8275185.500000 Penalty: 5552.837891
	Iteration 15Q: 3 clusters Score -8275186 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -8275615.000000 Penalty: 5552.837891
	Iteration 16Q: 3 clusters Score -8275615 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56277 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -8276025.000000 Penalty: 5552.837891
	Iteration 17Q: 3 clusters Score -8276025 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -8276471.500000 Penalty: 5552.837891
	Iteration 18Q: 3 clusters Score -8276472 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -8276896.000000 Penalty: 5552.837891
	Iteration 19Q: 3 clusters Score -8276896 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -8277338.500000 Penalty: 5552.837891
	Iteration 20F: 3 clusters Score -8277338 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60115 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -8277690.000000 Penalty: 5552.837891
	Iteration 21Q: 3 clusters Score -8277690 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60962 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -8278086.000000 Penalty: 5552.837891
	Iteration 22Q: 3 clusters Score -8278086 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -8278398.500000 Penalty: 5552.837891
	Iteration 23Q: 3 clusters Score -8278398 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62536 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -8278716.000000 Penalty: 5552.837891
	Iteration 24Q: 3 clusters Score -8278716 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63261 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -8279073.000000 Penalty: 5552.837891
	Iteration 25Q: 3 clusters Score -8279073 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63906 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -8279340.500000 Penalty: 5552.837891
	Iteration 26Q: 3 clusters Score -8279340 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64436 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -8279534.500000 Penalty: 5552.837891
	Iteration 27Q: 3 clusters Score -8279534 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64889 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -8279719.000000 Penalty: 5552.837891
	Iteration 28Q: 3 clusters Score -8279719 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65342 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -8279878.000000 Penalty: 5552.837891
	Iteration 29Q: 3 clusters Score -8279878 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65718 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -8280027.000000 Penalty: 5552.837891
	Iteration 30Q: 3 clusters Score -8280027 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66082 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -8280170.000000 Penalty: 5552.837891
	Iteration 31Q: 3 clusters Score -8280170 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66397 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -8280278.500000 Penalty: 5552.837891
	Iteration 32Q: 3 clusters Score -8280278 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -8280357.000000 Penalty: 5552.837891
	Iteration 33Q: 3 clusters Score -8280357 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -8280441.500000 Penalty: 5552.837891
	Iteration 34Q: 3 clusters Score -8280442 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67180 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -8280523.000000 Penalty: 5552.837891
	Iteration 35Q: 3 clusters Score -8280523 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67398 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -8280550.000000 Penalty: 5552.837891
	Iteration 36Q: 3 clusters Score -8280550 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67580 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -8280579.500000 Penalty: 5552.837891
	Iteration 37Q: 3 clusters Score -8280580 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67752 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -8280634.500000 Penalty: 5552.837891
	Iteration 38Q: 3 clusters Score -8280634 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67921 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -8280698.500000 Penalty: 5552.837891
	Iteration 39Q: 3 clusters Score -8280698 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -8280698.500000 Penalty: 5552.837891
	Iteration 40F: 3 clusters Score -8280698 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68192 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -8280734.500000 Penalty: 5552.837891
	Iteration 41Q: 3 clusters Score -8280734 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -8280725.000000 Penalty: 5552.837891
	Iteration 42Q: 3 clusters Score -8280725 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -8280744.000000 Penalty: 5552.837891
	Iteration 43Q: 3 clusters Score -8280744 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68552 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -8280760.000000 Penalty: 5552.837891
	Iteration 44Q: 3 clusters Score -8280760 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68669 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -8280823.000000 Penalty: 5552.837891
	Iteration 45Q: 3 clusters Score -8280823 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -8280841.500000 Penalty: 5552.837891
	Iteration 46Q: 3 clusters Score -8280842 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -8280877.500000 Penalty: 5552.837891
	Iteration 47Q: 3 clusters Score -8280878 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68987 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -8280916.500000 Penalty: 5552.837891
	Iteration 48Q: 3 clusters Score -8280916 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69097 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -8280912.000000 Penalty: 5552.837891
	Iteration 49Q: 3 clusters Score -8280912 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69203 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -8280935.500000 Penalty: 5552.837891
	Iteration 50Q: 3 clusters Score -8280936 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -8280923.500000 Penalty: 5552.837891
	Iteration 51Q: 3 clusters Score -8280924 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69370 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -8280954.000000 Penalty: 5552.837891
	Iteration 52Q: 3 clusters Score -8280954 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69449 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -8280955.500000 Penalty: 5552.837891
	Iteration 53Q: 3 clusters Score -8280956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69516 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -8280935.500000 Penalty: 5552.837891
	Iteration 54Q: 3 clusters Score -8280936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -8280948.000000 Penalty: 5552.837891
	Iteration 55Q: 3 clusters Score -8280948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69609 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -8280961.000000 Penalty: 5552.837891
	Iteration 56Q: 3 clusters Score -8280961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -8280960.000000 Penalty: 5552.837891
	Iteration 57Q: 3 clusters Score -8280960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69683 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -8280959.500000 Penalty: 5552.837891
	Iteration 58Q: 3 clusters Score -8280960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69718 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -8280971.500000 Penalty: 5552.837891
	Iteration 59Q: 3 clusters Score -8280972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -8280974.000000 Penalty: 5552.837891
	Iteration 60F: 3 clusters Score -8280974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69771 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -8280980.000000 Penalty: 5552.837891
	Iteration 61Q: 3 clusters Score -8280980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69799 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -8280989.000000 Penalty: 5552.837891
	Iteration 62Q: 3 clusters Score -8280989 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -8280996.500000 Penalty: 5552.837891
	Iteration 63Q: 3 clusters Score -8280996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69859 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -8280997.500000 Penalty: 5552.837891
	Iteration 64Q: 3 clusters Score -8280998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69883 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -8281022.500000 Penalty: 5552.837891
	Iteration 65Q: 3 clusters Score -8281022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69912 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -8281013.000000 Penalty: 5552.837891
	Iteration 66Q: 3 clusters Score -8281013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69938 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -8281020.500000 Penalty: 5552.837891
	Iteration 67Q: 3 clusters Score -8281020 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69979 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -8281031.000000 Penalty: 5552.837891
	Iteration 68Q: 3 clusters Score -8281031 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -8281028.500000 Penalty: 5552.837891
	Iteration 69Q: 3 clusters Score -8281028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70035 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -8281056.000000 Penalty: 5552.837891
	Iteration 70Q: 3 clusters Score -8281056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70070 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -8281050.500000 Penalty: 5552.837891
	Iteration 71Q: 3 clusters Score -8281050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70093 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -8281061.500000 Penalty: 5552.837891
	Iteration 72Q: 3 clusters Score -8281062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70111 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -8281051.000000 Penalty: 5552.837891
	Iteration 73Q: 3 clusters Score -8281051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70131 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -8281057.500000 Penalty: 5552.837891
	Iteration 74Q: 3 clusters Score -8281058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70153 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -8281059.000000 Penalty: 5552.837891
	Iteration 75Q: 3 clusters Score -8281059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70177 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8281056.000000 Penalty: 5552.837891
	Iteration 76Q: 3 clusters Score -8281056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -8281060.000000 Penalty: 5552.837891
	Iteration 77Q: 3 clusters Score -8281060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70212 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -8281057.000000 Penalty: 5552.837891
	Iteration 78Q: 3 clusters Score -8281057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70224 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -8281061.000000 Penalty: 5552.837891
	Iteration 79Q: 3 clusters Score -8281061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70237 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -8281069.000000 Penalty: 5552.837891
	Iteration 80F: 3 clusters Score -8281069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70249 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -8281068.500000 Penalty: 5552.837891
	Iteration 81Q: 3 clusters Score -8281068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70261 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -8281081.000000 Penalty: 5552.837891
	Iteration 82Q: 3 clusters Score -8281081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70270 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -8281073.500000 Penalty: 5552.837891
	Iteration 83Q: 3 clusters Score -8281074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -8281075.500000 Penalty: 5552.837891
	Iteration 84Q: 3 clusters Score -8281076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70286 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -8281069.500000 Penalty: 5552.837891
	Iteration 85Q: 3 clusters Score -8281070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -8281064.000000 Penalty: 5552.837891
	Iteration 86Q: 3 clusters Score -8281064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70294 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -8281068.500000 Penalty: 5552.837891
	Iteration 87Q: 3 clusters Score -8281068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70295 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -8281069.500000 Penalty: 5552.837891
	Iteration 88Q: 3 clusters Score -8281070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70295 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -8281069.500000 Penalty: 5552.837891
	Iteration 89F: 3 clusters Score -8281070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Entering Unmasked Estep 
Score: -170206.843750 Penalty: 1850.201538
	Iteration 0F: 2 clusters Score -170206.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -167919.921875 Penalty: 3700.403076
	Iteration 0F: 3 clusters Score -167919.9 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -169274.906250 Penalty: 3700.403076
	Iteration 1F: 3 clusters Score -169274.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -170619.375000 Penalty: 3700.403076
	Iteration 2F: 3 clusters Score -170619.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -171798.640625 Penalty: 3700.403076
	Iteration 3F: 3 clusters Score -171798.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -172960.640625 Penalty: 3700.403076
	Iteration 4F: 3 clusters Score -172960.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -173697.281250 Penalty: 3700.403076
	Iteration 5Q: 3 clusters Score -173697.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -174043.968750 Penalty: 3700.403076
	Iteration 6Q: 3 clusters Score -174044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -174296.062500 Penalty: 3700.403076
	Iteration 7Q: 3 clusters Score -174296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -174296.062500 Penalty: 3700.403076
	Iteration 8F: 3 clusters Score -174296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 39181 members 
Mstep: Class 3 contains 3065 members 
Mstep: Class 4 contains 21158 members 
Mstep: Class 5 contains 12733 members 
Mstep: Class 6 contains 136603 members 
Mstep: Class 7 contains 1650 members 
Mstep: Class 8 contains 6034 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 5228 members 
Mstep: Class 11 contains 274935 members 
Mstep: Class 12 contains 72783 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 3601 members 
Mstep: Class 15 contains 190229 members 
Mstep: Class 16 contains 6114 members 
Mstep: Class 17 contains 32951 members 
Mstep: Class 18 contains 2321 members 
Mstep: Class 19 contains 300003 members 
Mstep: Class 20 contains 3959 members 
Mstep: Class 21 contains 15592 members 
Mstep: Class 22 contains 62624 members 
Mstep: Class 23 contains 697 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 854 members 
Entering Unmasked Estep 
Score: -147922384.000000 Penalty: 87017.632812
Splitting cluster 13 changes total score from -147901120.000000 to -147922384.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (190229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190229 members 
Entering Unmasked Estep 
Score: -23139582.000000 Penalty: 3014.684082
	Iteration 0F: 2 clusters Score -2.313958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95431 members 
Mstep: Class 2 contains 94798 members 
Entering Unmasked Estep 
Score: -23013878.000000 Penalty: 6029.368164
	Iteration 0F: 3 clusters Score -2.301388e+07 nChanged 91375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101582 members 
Mstep: Class 2 contains 88647 members 
Entering Unmasked Estep 
Score: -23067950.000000 Penalty: 6029.368164
	Iteration 1F: 3 clusters Score -2.306795e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105408 members 
Mstep: Class 2 contains 84821 members 
Entering Unmasked Estep 
Score: -23069796.000000 Penalty: 6029.368164
	Iteration 2Q: 3 clusters Score -2.30698e+07 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111152 members 
Mstep: Class 2 contains 79077 members 
Entering Unmasked Estep 
Score: -23072810.000000 Penalty: 6029.368164
	Iteration 3Q: 3 clusters Score -2.307281e+07 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119641 members 
Mstep: Class 2 contains 70588 members 
Entering Unmasked Estep 
Score: -23078204.000000 Penalty: 6029.368164
	Iteration 4F: 3 clusters Score -2.30782e+07 nChanged 13014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130935 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
Score: -23086584.000000 Penalty: 6029.368164
	Iteration 5F: 3 clusters Score -2.308658e+07 nChanged 14768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144299 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -23098274.000000 Penalty: 6029.368164
	Iteration 6F: 3 clusters Score -2.309827e+07 nChanged 14549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157802 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -23111252.000000 Penalty: 6029.368164
	Iteration 7F: 3 clusters Score -2.311125e+07 nChanged 11605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168741 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -23122416.000000 Penalty: 6029.368164
	Iteration 8F: 3 clusters Score -2.312242e+07 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175646 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -23129830.000000 Penalty: 6029.368164
	Iteration 9Q: 3 clusters Score -2.312983e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178922 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -23134100.000000 Penalty: 6029.368164
	Iteration 10Q: 3 clusters Score -2.31341e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180261 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -23136034.000000 Penalty: 6029.368164
	Iteration 11Q: 3 clusters Score -2.313603e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180992 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -23136918.000000 Penalty: 6029.368164
	Iteration 12Q: 3 clusters Score -2.313692e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181494 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -23137454.000000 Penalty: 6029.368164
	Iteration 13Q: 3 clusters Score -2.313745e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181890 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -23137778.000000 Penalty: 6029.368164
	Iteration 14Q: 3 clusters Score -2.313778e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182245 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -23138038.000000 Penalty: 6029.368164
	Iteration 15Q: 3 clusters Score -2.313804e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182510 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -23138192.000000 Penalty: 6029.368164
	Iteration 16Q: 3 clusters Score -2.313819e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182699 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -23138316.000000 Penalty: 6029.368164
	Iteration 17Q: 3 clusters Score -2.313832e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182875 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -23138422.000000 Penalty: 6029.368164
	Iteration 18Q: 3 clusters Score -2.313842e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183009 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -23138488.000000 Penalty: 6029.368164
	Iteration 19Q: 3 clusters Score -2.313849e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183119 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -23138480.000000 Penalty: 6029.368164
	Iteration 20F: 3 clusters Score -2.313848e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183240 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -23138546.000000 Penalty: 6029.368164
	Iteration 21Q: 3 clusters Score -2.313855e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183333 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -23138592.000000 Penalty: 6029.368164
	Iteration 22Q: 3 clusters Score -2.313859e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183419 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -23138628.000000 Penalty: 6029.368164
	Iteration 23Q: 3 clusters Score -2.313863e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183486 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -23138632.000000 Penalty: 6029.368164
	Iteration 24Q: 3 clusters Score -2.313863e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183543 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -23138632.000000 Penalty: 6029.368164
	Iteration 25Q: 3 clusters Score -2.313863e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183599 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -23138630.000000 Penalty: 6029.368164
	Iteration 26Q: 3 clusters Score -2.313863e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183648 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -23138634.000000 Penalty: 6029.368164
	Iteration 27Q: 3 clusters Score -2.313863e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183691 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -23138614.000000 Penalty: 6029.368164
	Iteration 28Q: 3 clusters Score -2.313861e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183731 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -23138644.000000 Penalty: 6029.368164
	Iteration 29Q: 3 clusters Score -2.313864e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183761 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -23138664.000000 Penalty: 6029.368164
	Iteration 30Q: 3 clusters Score -2.313866e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183789 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -23138656.000000 Penalty: 6029.368164
	Iteration 31Q: 3 clusters Score -2.313866e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183820 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -23138658.000000 Penalty: 6029.368164
	Iteration 32Q: 3 clusters Score -2.313866e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183852 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -23138652.000000 Penalty: 6029.368164
	Iteration 33Q: 3 clusters Score -2.313865e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183873 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -23138674.000000 Penalty: 6029.368164
	Iteration 34Q: 3 clusters Score -2.313867e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183896 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -23138672.000000 Penalty: 6029.368164
	Iteration 35Q: 3 clusters Score -2.313867e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183916 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -23138678.000000 Penalty: 6029.368164
	Iteration 36Q: 3 clusters Score -2.313868e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183931 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -23138658.000000 Penalty: 6029.368164
	Iteration 37Q: 3 clusters Score -2.313866e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183943 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -23138668.000000 Penalty: 6029.368164
	Iteration 38Q: 3 clusters Score -2.313867e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183963 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -23138686.000000 Penalty: 6029.368164
	Iteration 39Q: 3 clusters Score -2.313869e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183981 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -23138682.000000 Penalty: 6029.368164
	Iteration 40F: 3 clusters Score -2.313868e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183995 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -23138700.000000 Penalty: 6029.368164
	Iteration 41Q: 3 clusters Score -2.31387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184005 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -23138714.000000 Penalty: 6029.368164
	Iteration 42Q: 3 clusters Score -2.313871e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184010 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -23138710.000000 Penalty: 6029.368164
	Iteration 43Q: 3 clusters Score -2.313871e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184015 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -23138702.000000 Penalty: 6029.368164
	Iteration 44Q: 3 clusters Score -2.31387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184022 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -23138696.000000 Penalty: 6029.368164
	Iteration 45Q: 3 clusters Score -2.31387e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184024 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -23138698.000000 Penalty: 6029.368164
	Iteration 46Q: 3 clusters Score -2.31387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184032 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -23138696.000000 Penalty: 6029.368164
	Iteration 47Q: 3 clusters Score -2.31387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184043 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -23138694.000000 Penalty: 6029.368164
	Iteration 48Q: 3 clusters Score -2.313869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184047 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -23138686.000000 Penalty: 6029.368164
	Iteration 49Q: 3 clusters Score -2.313869e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184052 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -23138668.000000 Penalty: 6029.368164
	Iteration 50Q: 3 clusters Score -2.313867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184064 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -23138676.000000 Penalty: 6029.368164
	Iteration 51Q: 3 clusters Score -2.313868e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184072 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -23138678.000000 Penalty: 6029.368164
	Iteration 52Q: 3 clusters Score -2.313868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184081 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -23138670.000000 Penalty: 6029.368164
	Iteration 53Q: 3 clusters Score -2.313867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184087 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -23138682.000000 Penalty: 6029.368164
	Iteration 54Q: 3 clusters Score -2.313868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184093 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -23138690.000000 Penalty: 6029.368164
	Iteration 55Q: 3 clusters Score -2.313869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184099 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -23138704.000000 Penalty: 6029.368164
	Iteration 56Q: 3 clusters Score -2.31387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184104 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -23138702.000000 Penalty: 6029.368164
	Iteration 57Q: 3 clusters Score -2.31387e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184111 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -23138704.000000 Penalty: 6029.368164
	Iteration 58Q: 3 clusters Score -2.31387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184119 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -23138698.000000 Penalty: 6029.368164
	Iteration 59Q: 3 clusters Score -2.31387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184121 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -23138708.000000 Penalty: 6029.368164
	Iteration 60F: 3 clusters Score -2.313871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184122 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -23138702.000000 Penalty: 6029.368164
	Iteration 61Q: 3 clusters Score -2.31387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184123 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -23138704.000000 Penalty: 6029.368164
	Iteration 62Q: 3 clusters Score -2.31387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184123 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -23138702.000000 Penalty: 6029.368164
	Iteration 63Q: 3 clusters Score -2.31387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184124 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -23138706.000000 Penalty: 6029.368164
	Iteration 64Q: 3 clusters Score -2.313871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184125 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -23138702.000000 Penalty: 6029.368164
	Iteration 65Q: 3 clusters Score -2.31387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184127 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -23138692.000000 Penalty: 6029.368164
	Iteration 66Q: 3 clusters Score -2.313869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184127 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -23138692.000000 Penalty: 6029.368164
	Iteration 67F: 3 clusters Score -2.313869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Entering Unmasked Estep 
Score: -722672.750000 Penalty: 2162.147461
	Iteration 0F: 2 clusters Score -722672.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -717562.562500 Penalty: 4324.294922
	Iteration 0F: 3 clusters Score -717562.6 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -719292.625000 Penalty: 4324.294922
	Iteration 1F: 3 clusters Score -719292.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -720312.875000 Penalty: 4324.294922
	Iteration 2F: 3 clusters Score -720312.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -721981.625000 Penalty: 4324.294922
	Iteration 3F: 3 clusters Score -721981.6 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -724616.062500 Penalty: 4324.294922
	Iteration 4F: 3 clusters Score -724616.1 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -727207.312500 Penalty: 4324.294922
	Iteration 5F: 3 clusters Score -727207.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -727928.875000 Penalty: 4324.294922
	Iteration 6Q: 3 clusters Score -727928.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -728191.062500 Penalty: 4324.294922
	Iteration 7Q: 3 clusters Score -728191.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -728387.875000 Penalty: 4324.294922
	Iteration 8Q: 3 clusters Score -728387.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -728631.375000 Penalty: 4324.294922
	Iteration 9Q: 3 clusters Score -728631.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -729005.125000 Penalty: 4324.294922
	Iteration 10Q: 3 clusters Score -729005.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -729367.750000 Penalty: 4324.294922
	Iteration 11Q: 3 clusters Score -729367.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -729628.437500 Penalty: 4324.294922
	Iteration 12Q: 3 clusters Score -729628.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -729745.437500 Penalty: 4324.294922
	Iteration 13Q: 3 clusters Score -729745.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -729782.937500 Penalty: 4324.294922
	Iteration 14Q: 3 clusters Score -729782.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -729793.437500 Penalty: 4324.294922
	Iteration 15Q: 3 clusters Score -729793.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -729801.437500 Penalty: 4324.294922
	Iteration 16Q: 3 clusters Score -729801.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -729802.187500 Penalty: 4324.294922
	Iteration 17Q: 3 clusters Score -729802.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -729803.812500 Penalty: 4324.294922
	Iteration 18Q: 3 clusters Score -729803.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -729802.125000 Penalty: 4324.294922
	Iteration 19Q: 3 clusters Score -729802.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -729803.875000 Penalty: 4324.294922
	Iteration 20F: 3 clusters Score -729803.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 39181 members 
Mstep: Class 3 contains 3065 members 
Mstep: Class 4 contains 21158 members 
Mstep: Class 5 contains 12733 members 
Mstep: Class 6 contains 136603 members 
Mstep: Class 7 contains 1650 members 
Mstep: Class 8 contains 6034 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 5228 members 
Mstep: Class 11 contains 274935 members 
Mstep: Class 12 contains 72783 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 3601 members 
Mstep: Class 15 contains 190229 members 
Mstep: Class 16 contains 3062 members 
Mstep: Class 17 contains 32951 members 
Mstep: Class 18 contains 2321 members 
Mstep: Class 19 contains 300003 members 
Mstep: Class 20 contains 3959 members 
Mstep: Class 21 contains 15592 members 
Mstep: Class 22 contains 62624 members 
Mstep: Class 23 contains 697 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 854 members 
Mstep: Class 26 contains 3052 members 
Entering Unmasked Estep 
Score: -147927280.000000 Penalty: 90498.335938
Splitting cluster 16 changes total score from -147901120.000000 to -147927280.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (32951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Entering Unmasked Estep 
Score: -3955554.500000 Penalty: 2579.888672
	Iteration 0F: 2 clusters Score -3955554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -3933006.250000 Penalty: 5159.777344
	Iteration 0F: 3 clusters Score -3933006 nChanged 14951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -3941256.250000 Penalty: 5159.777344
	Iteration 1F: 3 clusters Score -3941256 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -3941762.250000 Penalty: 5159.777344
	Iteration 2Q: 3 clusters Score -3941762 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3942284.500000 Penalty: 5159.777344
	Iteration 3Q: 3 clusters Score -3942284 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3942864.750000 Penalty: 5159.777344
	Iteration 4Q: 3 clusters Score -3942865 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -3943654.500000 Penalty: 5159.777344
	Iteration 5Q: 3 clusters Score -3943654 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -3944575.750000 Penalty: 5159.777344
	Iteration 6Q: 3 clusters Score -3944576 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3945762.250000 Penalty: 5159.777344
	Iteration 7F: 3 clusters Score -3945762 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3947246.750000 Penalty: 5159.777344
	Iteration 8F: 3 clusters Score -3947247 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3948649.250000 Penalty: 5159.777344
	Iteration 9F: 3 clusters Score -3948649 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -3949761.000000 Penalty: 5159.777344
	Iteration 10F: 3 clusters Score -3949761 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3950533.500000 Penalty: 5159.777344
	Iteration 11Q: 3 clusters Score -3950534 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -3951019.250000 Penalty: 5159.777344
	Iteration 12Q: 3 clusters Score -3951019 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -3951353.750000 Penalty: 5159.777344
	Iteration 13Q: 3 clusters Score -3951354 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -3951605.500000 Penalty: 5159.777344
	Iteration 14Q: 3 clusters Score -3951606 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -3951827.500000 Penalty: 5159.777344
	Iteration 15Q: 3 clusters Score -3951828 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -3951996.750000 Penalty: 5159.777344
	Iteration 16Q: 3 clusters Score -3951997 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3952153.000000 Penalty: 5159.777344
	Iteration 17Q: 3 clusters Score -3952153 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3952319.750000 Penalty: 5159.777344
	Iteration 18Q: 3 clusters Score -3952320 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -3952491.750000 Penalty: 5159.777344
	Iteration 19Q: 3 clusters Score -3952492 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -3952656.000000 Penalty: 5159.777344
	Iteration 20F: 3 clusters Score -3952656 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3952851.500000 Penalty: 5159.777344
	Iteration 21Q: 3 clusters Score -3952852 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -3953069.250000 Penalty: 5159.777344
	Iteration 22Q: 3 clusters Score -3953069 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -3953299.250000 Penalty: 5159.777344
	Iteration 23Q: 3 clusters Score -3953299 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -3953514.250000 Penalty: 5159.777344
	Iteration 24Q: 3 clusters Score -3953514 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -3953722.750000 Penalty: 5159.777344
	Iteration 25Q: 3 clusters Score -3953723 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -3953900.750000 Penalty: 5159.777344
	Iteration 26Q: 3 clusters Score -3953901 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -3954068.000000 Penalty: 5159.777344
	Iteration 27Q: 3 clusters Score -3954068 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -3954232.750000 Penalty: 5159.777344
	Iteration 28Q: 3 clusters Score -3954233 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -3954378.500000 Penalty: 5159.777344
	Iteration 29Q: 3 clusters Score -3954378 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -3954480.250000 Penalty: 5159.777344
	Iteration 30Q: 3 clusters Score -3954480 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3954553.750000 Penalty: 5159.777344
	Iteration 31Q: 3 clusters Score -3954554 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -3954608.500000 Penalty: 5159.777344
	Iteration 32Q: 3 clusters Score -3954608 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -3954647.250000 Penalty: 5159.777344
	Iteration 33Q: 3 clusters Score -3954647 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3954681.750000 Penalty: 5159.777344
	Iteration 34Q: 3 clusters Score -3954682 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -3954704.000000 Penalty: 5159.777344
	Iteration 35Q: 3 clusters Score -3954704 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3954724.250000 Penalty: 5159.777344
	Iteration 36Q: 3 clusters Score -3954724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3954725.250000 Penalty: 5159.777344
	Iteration 37Q: 3 clusters Score -3954725 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -3954738.500000 Penalty: 5159.777344
	Iteration 38Q: 3 clusters Score -3954738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3954750.000000 Penalty: 5159.777344
	Iteration 39Q: 3 clusters Score -3954750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3954746.750000 Penalty: 5159.777344
	Iteration 40F: 3 clusters Score -3954747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3954765.500000 Penalty: 5159.777344
	Iteration 41Q: 3 clusters Score -3954766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -3954763.500000 Penalty: 5159.777344
	Iteration 42Q: 3 clusters Score -3954764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -3954765.000000 Penalty: 5159.777344
	Iteration 43Q: 3 clusters Score -3954765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3954768.500000 Penalty: 5159.777344
	Iteration 44Q: 3 clusters Score -3954768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3954770.500000 Penalty: 5159.777344
	Iteration 45Q: 3 clusters Score -3954770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -3954773.750000 Penalty: 5159.777344
	Iteration 46Q: 3 clusters Score -3954774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3954777.250000 Penalty: 5159.777344
	Iteration 47Q: 3 clusters Score -3954777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3954774.250000 Penalty: 5159.777344
	Iteration 48Q: 3 clusters Score -3954774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -3954773.750000 Penalty: 5159.777344
	Iteration 49Q: 3 clusters Score -3954774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -3954781.000000 Penalty: 5159.777344
	Iteration 50Q: 3 clusters Score -3954781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3954782.000000 Penalty: 5159.777344
	Iteration 51Q: 3 clusters Score -3954782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -3954778.500000 Penalty: 5159.777344
	Iteration 52Q: 3 clusters Score -3954778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3954787.250000 Penalty: 5159.777344
	Iteration 53Q: 3 clusters Score -3954787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3954788.750000 Penalty: 5159.777344
	Iteration 54Q: 3 clusters Score -3954789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -3954790.250000 Penalty: 5159.777344
	Iteration 55Q: 3 clusters Score -3954790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -3954786.500000 Penalty: 5159.777344
	Iteration 56Q: 3 clusters Score -3954786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -3954791.250000 Penalty: 5159.777344
	Iteration 57Q: 3 clusters Score -3954791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3954795.750000 Penalty: 5159.777344
	Iteration 58Q: 3 clusters Score -3954796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3954794.750000 Penalty: 5159.777344
	Iteration 59Q: 3 clusters Score -3954795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3954797.750000 Penalty: 5159.777344
	Iteration 60F: 3 clusters Score -3954798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -3954793.250000 Penalty: 5159.777344
	Iteration 61Q: 3 clusters Score -3954793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3954796.250000 Penalty: 5159.777344
	Iteration 62Q: 3 clusters Score -3954796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -3954798.000000 Penalty: 5159.777344
	Iteration 63Q: 3 clusters Score -3954798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -3954794.250000 Penalty: 5159.777344
	Iteration 64Q: 3 clusters Score -3954794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3954802.000000 Penalty: 5159.777344
	Iteration 65Q: 3 clusters Score -3954802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3954794.750000 Penalty: 5159.777344
	Iteration 66Q: 3 clusters Score -3954795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -3954794.750000 Penalty: 5159.777344
	Iteration 67F: 3 clusters Score -3954795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (300003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300003 members 
Entering Unmasked Estep 
Score: -36807524.000000 Penalty: 3127.663818
	Iteration 0F: 2 clusters Score -3.680752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150251 members 
Mstep: Class 2 contains 149752 members 
Entering Unmasked Estep 
Score: -36640892.000000 Penalty: 6255.327637
	Iteration 0F: 3 clusters Score -3.664089e+07 nChanged 145606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154765 members 
Mstep: Class 2 contains 145238 members 
Entering Unmasked Estep 
Score: -36729160.000000 Penalty: 6255.327637
	Iteration 1F: 3 clusters Score -3.672916e+07 nChanged 12402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158981 members 
Mstep: Class 2 contains 141022 members 
Entering Unmasked Estep 
Score: -36733988.000000 Penalty: 6255.327637
	Iteration 2Q: 3 clusters Score -3.673399e+07 nChanged 15461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166080 members 
Mstep: Class 2 contains 133923 members 
Entering Unmasked Estep 
Score: -36741736.000000 Penalty: 6255.327637
	Iteration 3F: 3 clusters Score -3.674174e+07 nChanged 19008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176674 members 
Mstep: Class 2 contains 123329 members 
Entering Unmasked Estep 
Score: -36754020.000000 Penalty: 6255.327637
	Iteration 4F: 3 clusters Score -3.675402e+07 nChanged 22074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190008 members 
Mstep: Class 2 contains 109995 members 
Entering Unmasked Estep 
Score: -36771464.000000 Penalty: 6255.327637
	Iteration 5F: 3 clusters Score -3.677146e+07 nChanged 22340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202468 members 
Mstep: Class 2 contains 97535 members 
Entering Unmasked Estep 
Score: -36789760.000000 Penalty: 6255.327637
	Iteration 6F: 3 clusters Score -3.678976e+07 nChanged 18538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210240 members 
Mstep: Class 2 contains 89763 members 
Entering Unmasked Estep 
Score: -36801632.000000 Penalty: 6255.327637
	Iteration 7F: 3 clusters Score -3.680163e+07 nChanged 12285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214405 members 
Mstep: Class 2 contains 85598 members 
Entering Unmasked Estep 
Score: -36806152.000000 Penalty: 6255.327637
	Iteration 8Q: 3 clusters Score -3.680615e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217428 members 
Mstep: Class 2 contains 82575 members 
Entering Unmasked Estep 
Score: -36807660.000000 Penalty: 6255.327637
	Iteration 9Q: 3 clusters Score -3.680766e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220166 members 
Mstep: Class 2 contains 79837 members 
Entering Unmasked Estep 
Score: -36808336.000000 Penalty: 6255.327637
	Iteration 10Q: 3 clusters Score -3.680834e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222852 members 
Mstep: Class 2 contains 77151 members 
Entering Unmasked Estep 
Score: -36808944.000000 Penalty: 6255.327637
	Iteration 11Q: 3 clusters Score -3.680894e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225353 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -36809344.000000 Penalty: 6255.327637
	Iteration 12Q: 3 clusters Score -3.680934e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227881 members 
Mstep: Class 2 contains 72122 members 
Entering Unmasked Estep 
Score: -36809628.000000 Penalty: 6255.327637
	Iteration 13Q: 3 clusters Score -3.680963e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230268 members 
Mstep: Class 2 contains 69735 members 
Entering Unmasked Estep 
Score: -36809868.000000 Penalty: 6255.327637
	Iteration 14Q: 3 clusters Score -3.680987e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232557 members 
Mstep: Class 2 contains 67446 members 
Entering Unmasked Estep 
Score: -36810112.000000 Penalty: 6255.327637
	Iteration 15Q: 3 clusters Score -3.681011e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234685 members 
Mstep: Class 2 contains 65318 members 
Entering Unmasked Estep 
Score: -36810376.000000 Penalty: 6255.327637
	Iteration 16Q: 3 clusters Score -3.681038e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236713 members 
Mstep: Class 2 contains 63290 members 
Entering Unmasked Estep 
Score: -36810248.000000 Penalty: 6255.327637
	Iteration 17Q: 3 clusters Score -3.681025e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238606 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -36810256.000000 Penalty: 6255.327637
	Iteration 18Q: 3 clusters Score -3.681026e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240347 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -36810448.000000 Penalty: 6255.327637
	Iteration 19Q: 3 clusters Score -3.681045e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241991 members 
Mstep: Class 2 contains 58012 members 
Entering Unmasked Estep 
Score: -36810416.000000 Penalty: 6255.327637
	Iteration 20F: 3 clusters Score -3.681042e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243498 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -36810492.000000 Penalty: 6255.327637
	Iteration 21Q: 3 clusters Score -3.681049e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244939 members 
Mstep: Class 2 contains 55064 members 
Entering Unmasked Estep 
Score: -36810504.000000 Penalty: 6255.327637
	Iteration 22Q: 3 clusters Score -3.68105e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246309 members 
Mstep: Class 2 contains 53694 members 
Entering Unmasked Estep 
Score: -36810772.000000 Penalty: 6255.327637
	Iteration 23Q: 3 clusters Score -3.681077e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247657 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -36810812.000000 Penalty: 6255.327637
	Iteration 24Q: 3 clusters Score -3.681081e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248941 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -36810708.000000 Penalty: 6255.327637
	Iteration 25Q: 3 clusters Score -3.681071e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250202 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -36810592.000000 Penalty: 6255.327637
	Iteration 26Q: 3 clusters Score -3.681059e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251447 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -36810624.000000 Penalty: 6255.327637
	Iteration 27Q: 3 clusters Score -3.681062e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252641 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -36810624.000000 Penalty: 6255.327637
	Iteration 28Q: 3 clusters Score -3.681062e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253825 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -36810616.000000 Penalty: 6255.327637
	Iteration 29Q: 3 clusters Score -3.681062e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255043 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -36810692.000000 Penalty: 6255.327637
	Iteration 30Q: 3 clusters Score -3.681069e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256230 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -36810772.000000 Penalty: 6255.327637
	Iteration 31Q: 3 clusters Score -3.681077e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257382 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -36810720.000000 Penalty: 6255.327637
	Iteration 32Q: 3 clusters Score -3.681072e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258546 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -36810760.000000 Penalty: 6255.327637
	Iteration 33Q: 3 clusters Score -3.681076e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259708 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -36810672.000000 Penalty: 6255.327637
	Iteration 34Q: 3 clusters Score -3.681067e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260849 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -36810736.000000 Penalty: 6255.327637
	Iteration 35Q: 3 clusters Score -3.681074e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261928 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -36810680.000000 Penalty: 6255.327637
	Iteration 36Q: 3 clusters Score -3.681068e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262993 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -36810668.000000 Penalty: 6255.327637
	Iteration 37Q: 3 clusters Score -3.681067e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264037 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -36810700.000000 Penalty: 6255.327637
	Iteration 38Q: 3 clusters Score -3.68107e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265087 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -36810724.000000 Penalty: 6255.327637
	Iteration 39Q: 3 clusters Score -3.681072e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266071 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -36810776.000000 Penalty: 6255.327637
	Iteration 40F: 3 clusters Score -3.681078e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267027 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -36810696.000000 Penalty: 6255.327637
	Iteration 41Q: 3 clusters Score -3.68107e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268001 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -36810624.000000 Penalty: 6255.327637
	Iteration 42Q: 3 clusters Score -3.681062e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268977 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -36810816.000000 Penalty: 6255.327637
	Iteration 43Q: 3 clusters Score -3.681082e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269971 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -36810928.000000 Penalty: 6255.327637
	Iteration 44Q: 3 clusters Score -3.681093e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270936 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -36811284.000000 Penalty: 6255.327637
	Iteration 45Q: 3 clusters Score -3.681128e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271887 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -36811432.000000 Penalty: 6255.327637
	Iteration 46Q: 3 clusters Score -3.681143e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272831 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -36811460.000000 Penalty: 6255.327637
	Iteration 47Q: 3 clusters Score -3.681146e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273688 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -36811556.000000 Penalty: 6255.327637
	Iteration 48Q: 3 clusters Score -3.681156e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274510 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -36811660.000000 Penalty: 6255.327637
	Iteration 49Q: 3 clusters Score -3.681166e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275262 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -36811860.000000 Penalty: 6255.327637
	Iteration 50Q: 3 clusters Score -3.681186e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275956 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -36811964.000000 Penalty: 6255.327637
	Iteration 51Q: 3 clusters Score -3.681196e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276604 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -36811944.000000 Penalty: 6255.327637
	Iteration 52Q: 3 clusters Score -3.681194e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277229 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -36812032.000000 Penalty: 6255.327637
	Iteration 53Q: 3 clusters Score -3.681203e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277818 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -36812040.000000 Penalty: 6255.327637
	Iteration 54Q: 3 clusters Score -3.681204e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278380 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -36811972.000000 Penalty: 6255.327637
	Iteration 55Q: 3 clusters Score -3.681197e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278951 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -36811928.000000 Penalty: 6255.327637
	Iteration 56Q: 3 clusters Score -3.681193e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279481 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -36811904.000000 Penalty: 6255.327637
	Iteration 57Q: 3 clusters Score -3.68119e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279929 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -36811984.000000 Penalty: 6255.327637
	Iteration 58Q: 3 clusters Score -3.681198e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280331 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -36811904.000000 Penalty: 6255.327637
	Iteration 59Q: 3 clusters Score -3.68119e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280760 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -36811828.000000 Penalty: 6255.327637
	Iteration 60F: 3 clusters Score -3.681183e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281137 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -36811836.000000 Penalty: 6255.327637
	Iteration 61Q: 3 clusters Score -3.681184e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281526 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -36811768.000000 Penalty: 6255.327637
	Iteration 62Q: 3 clusters Score -3.681177e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281898 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -36811720.000000 Penalty: 6255.327637
	Iteration 63Q: 3 clusters Score -3.681172e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282244 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -36811740.000000 Penalty: 6255.327637
	Iteration 64Q: 3 clusters Score -3.681174e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282574 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -36811804.000000 Penalty: 6255.327637
	Iteration 65Q: 3 clusters Score -3.68118e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282931 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -36811724.000000 Penalty: 6255.327637
	Iteration 66Q: 3 clusters Score -3.681172e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283265 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -36811704.000000 Penalty: 6255.327637
	Iteration 67Q: 3 clusters Score -3.68117e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283586 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -36811636.000000 Penalty: 6255.327637
	Iteration 68Q: 3 clusters Score -3.681164e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283874 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -36811548.000000 Penalty: 6255.327637
	Iteration 69Q: 3 clusters Score -3.681155e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284155 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -36811468.000000 Penalty: 6255.327637
	Iteration 70Q: 3 clusters Score -3.681147e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284443 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -36811464.000000 Penalty: 6255.327637
	Iteration 71Q: 3 clusters Score -3.681146e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284706 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -36811364.000000 Penalty: 6255.327637
	Iteration 72Q: 3 clusters Score -3.681136e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284961 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -36811300.000000 Penalty: 6255.327637
	Iteration 73Q: 3 clusters Score -3.68113e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285200 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -36811264.000000 Penalty: 6255.327637
	Iteration 74Q: 3 clusters Score -3.681126e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285414 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -36811180.000000 Penalty: 6255.327637
	Iteration 75Q: 3 clusters Score -3.681118e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285613 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -36811208.000000 Penalty: 6255.327637
	Iteration 76Q: 3 clusters Score -3.681121e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285779 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -36811192.000000 Penalty: 6255.327637
	Iteration 77Q: 3 clusters Score -3.681119e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285961 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -36811156.000000 Penalty: 6255.327637
	Iteration 78Q: 3 clusters Score -3.681116e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286120 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -36811156.000000 Penalty: 6255.327637
	Iteration 79Q: 3 clusters Score -3.681116e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286266 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -36811112.000000 Penalty: 6255.327637
	Iteration 80F: 3 clusters Score -3.681111e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286395 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -36811156.000000 Penalty: 6255.327637
	Iteration 81Q: 3 clusters Score -3.681116e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286513 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -36811128.000000 Penalty: 6255.327637
	Iteration 82Q: 3 clusters Score -3.681113e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286619 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -36811120.000000 Penalty: 6255.327637
	Iteration 83Q: 3 clusters Score -3.681112e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286742 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -36811060.000000 Penalty: 6255.327637
	Iteration 84Q: 3 clusters Score -3.681106e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286872 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -36811060.000000 Penalty: 6255.327637
	Iteration 85Q: 3 clusters Score -3.681106e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287027 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -36811064.000000 Penalty: 6255.327637
	Iteration 86Q: 3 clusters Score -3.681106e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287169 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -36811044.000000 Penalty: 6255.327637
	Iteration 87Q: 3 clusters Score -3.681104e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287294 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -36811056.000000 Penalty: 6255.327637
	Iteration 88Q: 3 clusters Score -3.681106e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287427 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -36811008.000000 Penalty: 6255.327637
	Iteration 89Q: 3 clusters Score -3.681101e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287542 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -36811000.000000 Penalty: 6255.327637
	Iteration 90Q: 3 clusters Score -3.6811e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287672 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -36810952.000000 Penalty: 6255.327637
	Iteration 91Q: 3 clusters Score -3.681095e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287797 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -36810952.000000 Penalty: 6255.327637
	Iteration 92Q: 3 clusters Score -3.681095e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287924 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -36810940.000000 Penalty: 6255.327637
	Iteration 93Q: 3 clusters Score -3.681094e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288029 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -36810932.000000 Penalty: 6255.327637
	Iteration 94Q: 3 clusters Score -3.681093e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288119 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -36810932.000000 Penalty: 6255.327637
	Iteration 95Q: 3 clusters Score -3.681093e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288211 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -36810824.000000 Penalty: 6255.327637
	Iteration 96Q: 3 clusters Score -3.681082e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288307 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -36810780.000000 Penalty: 6255.327637
	Iteration 97Q: 3 clusters Score -3.681078e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288400 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -36810796.000000 Penalty: 6255.327637
	Iteration 98Q: 3 clusters Score -3.68108e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288472 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -36810824.000000 Penalty: 6255.327637
	Iteration 99Q: 3 clusters Score -3.681082e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288535 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -36810768.000000 Penalty: 6255.327637
	Iteration 100F: 3 clusters Score -3.681077e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288582 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -36810760.000000 Penalty: 6255.327637
	Iteration 101Q: 3 clusters Score -3.681076e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288631 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -36810784.000000 Penalty: 6255.327637
	Iteration 102Q: 3 clusters Score -3.681078e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288683 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -36810768.000000 Penalty: 6255.327637
	Iteration 103Q: 3 clusters Score -3.681077e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288725 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -36810780.000000 Penalty: 6255.327637
	Iteration 104Q: 3 clusters Score -3.681078e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288768 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -36810792.000000 Penalty: 6255.327637
	Iteration 105Q: 3 clusters Score -3.681079e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288809 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -36810776.000000 Penalty: 6255.327637
	Iteration 106Q: 3 clusters Score -3.681078e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288854 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -36810736.000000 Penalty: 6255.327637
	Iteration 107Q: 3 clusters Score -3.681074e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288902 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -36810732.000000 Penalty: 6255.327637
	Iteration 108Q: 3 clusters Score -3.681073e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288943 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -36810720.000000 Penalty: 6255.327637
	Iteration 109Q: 3 clusters Score -3.681072e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288984 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -36810684.000000 Penalty: 6255.327637
	Iteration 110Q: 3 clusters Score -3.681068e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289024 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -36810696.000000 Penalty: 6255.327637
	Iteration 111Q: 3 clusters Score -3.68107e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289049 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -36810672.000000 Penalty: 6255.327637
	Iteration 112Q: 3 clusters Score -3.681067e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289084 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -36810620.000000 Penalty: 6255.327637
	Iteration 113Q: 3 clusters Score -3.681062e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289116 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -36810612.000000 Penalty: 6255.327637
	Iteration 114Q: 3 clusters Score -3.681061e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289141 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -36810608.000000 Penalty: 6255.327637
	Iteration 115Q: 3 clusters Score -3.681061e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289165 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -36810568.000000 Penalty: 6255.327637
	Iteration 116Q: 3 clusters Score -3.681057e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289185 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -36810588.000000 Penalty: 6255.327637
	Iteration 117Q: 3 clusters Score -3.681059e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289206 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -36810616.000000 Penalty: 6255.327637
	Iteration 118Q: 3 clusters Score -3.681062e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289219 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -36810588.000000 Penalty: 6255.327637
	Iteration 119Q: 3 clusters Score -3.681059e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289234 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -36810612.000000 Penalty: 6255.327637
	Iteration 120F: 3 clusters Score -3.681061e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289258 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -36810644.000000 Penalty: 6255.327637
	Iteration 121Q: 3 clusters Score -3.681064e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289285 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -36810644.000000 Penalty: 6255.327637
	Iteration 122Q: 3 clusters Score -3.681064e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289314 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -36810644.000000 Penalty: 6255.327637
	Iteration 123Q: 3 clusters Score -3.681064e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289347 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -36810664.000000 Penalty: 6255.327637
	Iteration 124Q: 3 clusters Score -3.681066e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289378 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -36810640.000000 Penalty: 6255.327637
	Iteration 125Q: 3 clusters Score -3.681064e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289413 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -36810636.000000 Penalty: 6255.327637
	Iteration 126Q: 3 clusters Score -3.681064e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289450 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -36810628.000000 Penalty: 6255.327637
	Iteration 127Q: 3 clusters Score -3.681063e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289472 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -36810640.000000 Penalty: 6255.327637
	Iteration 128Q: 3 clusters Score -3.681064e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289495 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -36810592.000000 Penalty: 6255.327637
	Iteration 129Q: 3 clusters Score -3.681059e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289522 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -36810632.000000 Penalty: 6255.327637
	Iteration 130Q: 3 clusters Score -3.681063e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289546 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -36810652.000000 Penalty: 6255.327637
	Iteration 131Q: 3 clusters Score -3.681065e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289573 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -36810652.000000 Penalty: 6255.327637
	Iteration 132Q: 3 clusters Score -3.681065e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289600 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -36810640.000000 Penalty: 6255.327637
	Iteration 133Q: 3 clusters Score -3.681064e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289621 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -36810632.000000 Penalty: 6255.327637
	Iteration 134Q: 3 clusters Score -3.681063e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289640 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -36810604.000000 Penalty: 6255.327637
	Iteration 135Q: 3 clusters Score -3.68106e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289654 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -36810624.000000 Penalty: 6255.327637
	Iteration 136Q: 3 clusters Score -3.681062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289665 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -36810620.000000 Penalty: 6255.327637
	Iteration 137Q: 3 clusters Score -3.681062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289680 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -36810624.000000 Penalty: 6255.327637
	Iteration 138Q: 3 clusters Score -3.681062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289695 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -36810628.000000 Penalty: 6255.327637
	Iteration 139Q: 3 clusters Score -3.681063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289705 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -36810632.000000 Penalty: 6255.327637
	Iteration 140F: 3 clusters Score -3.681063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289713 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -36810640.000000 Penalty: 6255.327637
	Iteration 141Q: 3 clusters Score -3.681064e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289722 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -36810644.000000 Penalty: 6255.327637
	Iteration 142Q: 3 clusters Score -3.681064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289730 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -36810620.000000 Penalty: 6255.327637
	Iteration 143Q: 3 clusters Score -3.681062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289736 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -36810632.000000 Penalty: 6255.327637
	Iteration 144Q: 3 clusters Score -3.681063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289742 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -36810640.000000 Penalty: 6255.327637
	Iteration 145Q: 3 clusters Score -3.681064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289749 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -36810620.000000 Penalty: 6255.327637
	Iteration 146Q: 3 clusters Score -3.681062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289761 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -36810644.000000 Penalty: 6255.327637
	Iteration 147Q: 3 clusters Score -3.681064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289768 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -36810624.000000 Penalty: 6255.327637
	Iteration 148Q: 3 clusters Score -3.681062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289776 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -36810628.000000 Penalty: 6255.327637
	Iteration 149Q: 3 clusters Score -3.681063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289783 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -36810632.000000 Penalty: 6255.327637
	Iteration 150Q: 3 clusters Score -3.681063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289792 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -36810636.000000 Penalty: 6255.327637
	Iteration 151Q: 3 clusters Score -3.681064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289795 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -36810644.000000 Penalty: 6255.327637
	Iteration 152Q: 3 clusters Score -3.681064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289800 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -36810652.000000 Penalty: 6255.327637
	Iteration 153Q: 3 clusters Score -3.681065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289801 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -36810672.000000 Penalty: 6255.327637
	Iteration 154Q: 3 clusters Score -3.681067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289805 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -36810672.000000 Penalty: 6255.327637
	Iteration 155Q: 3 clusters Score -3.681067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289806 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -36810664.000000 Penalty: 6255.327637
	Iteration 156Q: 3 clusters Score -3.681066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289807 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -36810676.000000 Penalty: 6255.327637
	Iteration 157Q: 3 clusters Score -3.681068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289808 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -36810688.000000 Penalty: 6255.327637
	Iteration 158Q: 3 clusters Score -3.681069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289808 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -36810688.000000 Penalty: 6255.327637
	Iteration 159F: 3 clusters Score -3.681069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 39181 members 
Mstep: Class 3 contains 3065 members 
Mstep: Class 4 contains 21158 members 
Mstep: Class 5 contains 12733 members 
Mstep: Class 6 contains 136603 members 
Mstep: Class 7 contains 1650 members 
Mstep: Class 8 contains 6034 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 5228 members 
Mstep: Class 11 contains 274935 members 
Mstep: Class 12 contains 72783 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 3601 members 
Mstep: Class 15 contains 190229 members 
Mstep: Class 16 contains 3062 members 
Mstep: Class 17 contains 32951 members 
Mstep: Class 18 contains 2321 members 
Mstep: Class 19 contains 289808 members 
Mstep: Class 20 contains 3959 members 
Mstep: Class 21 contains 15592 members 
Mstep: Class 22 contains 62624 members 
Mstep: Class 23 contains 697 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 854 members 
Mstep: Class 26 contains 3052 members 
Mstep: Class 27 contains 10195 members 
Entering Unmasked Estep 
Score: -147930432.000000 Penalty: 93979.039062
Splitting cluster 19 changes total score from -147901120.000000 to -147930432.000000
So it's getting split into cluster 27.
Entering Unmasked Mstep 
Mstep: Class 0 contains 876 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 39181 members 
Mstep: Class 3 contains 3065 members 
Mstep: Class 4 contains 21158 members 
Mstep: Class 5 contains 12733 members 
Mstep: Class 6 contains 136603 members 
Mstep: Class 7 contains 1650 members 
Mstep: Class 8 contains 6034 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 5228 members 
Mstep: Class 11 contains 274935 members 
Mstep: Class 12 contains 72783 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 15 contains 190229 members 
Mstep: Class 16 contains 3062 members 
Mstep: Class 17 contains 32951 members 
Mstep: Class 19 contains 289808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147937520.000000 Penalty: 93979.039062
Iteration 39Q: 28 clusters Score -1.479375e+08 nChanged 14473
Entering Unmasked Mstep 
Mstep: Class 0 contains 853 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 39396 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 21608 members 
Mstep: Class 5 contains 12594 members 
Mstep: Class 6 contains 136913 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 8 contains 6746 members 
Mstep: Class 9 contains 1037 members 
Mstep: Class 10 contains 5444 members 
Mstep: Class 11 contains 274473 members 
Mstep: Class 12 contains 72578 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 3844 members 
Mstep: Class 15 contains 188848 members 
Mstep: Class 16 contains 2980 members 
Mstep: Class 17 contains 32780 members 
Mstep: Class 18 contains 2236 members 
Mstep: Class 19 contains 290446 members 
Mstep: Class 20 contains 3849 members 
Mstep: Class 21 contains 15100 members 
Mstep: Class 22 contains 61887 members 
Mstep: Class 23 contains 700 members 
Mstep: Class 24 contains 4290 members 
Mstep: Class 25 contains 869 members 
Mstep: Class 26 contains 2958 members 
Mstep: Class 27 contains 10244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147948032.000000 Penalty: 93979.039062
Iteration 40F: 28 clusters Score -1.47948e+08 nChanged 11893
Entering Unmasked Mstep 
Mstep: Class 0 contains 835 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 39575 members 
Mstep: Class 3 contains 3879 members 
Mstep: Class 4 contains 21791 members 
Mstep: Class 5 contains 12511 members 
Mstep: Class 6 contains 135851 members 
Mstep: Class 7 contains 2094 members 
Mstep: Class 8 contains 7200 members 
Mstep: Class 9 contains 1036 members 
Mstep: Class 10 contains 5462 members 
Mstep: Class 11 contains 273533 members 
Mstep: Class 12 contains 71977 members 
Mstep: Class 13 contains 916 members 
Mstep: Class 14 contains 4161 members 
Mstep: Class 15 contains 187809 members 
Mstep: Class 16 contains 2928 members 
Mstep: Class 17 contains 32579 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 290821 members 
Mstep: Class 20 contains 4398 members 
Mstep: Class 21 contains 15877 members 
Mstep: Class 22 contains 61776 members 
Mstep: Class 23 contains 718 members 
Mstep: Class 24 contains 4360 members 
Mstep: Class 25 contains 875 members 
Mstep: Class 26 contains 2945 members 
Mstep: Class 27 contains 11006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147951872.000000 Penalty: 93979.039062
Iteration 41Q: 28 clusters Score -1.479519e+08 nChanged 9661
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 39784 members 
Mstep: Class 3 contains 4186 members 
Mstep: Class 4 contains 21900 members 
Mstep: Class 5 contains 12503 members 
Mstep: Class 6 contains 135282 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 7451 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5525 members 
Mstep: Class 11 contains 272430 members 
Mstep: Class 12 contains 71877 members 
Mstep: Class 13 contains 924 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 186774 members 
Mstep: Class 16 contains 2901 members 
Mstep: Class 17 contains 32486 members 
Mstep: Class 18 contains 2359 members 
Mstep: Class 19 contains 290836 members 
Mstep: Class 20 contains 4869 members 
Mstep: Class 21 contains 16511 members 
Mstep: Class 22 contains 61785 members 
Mstep: Class 23 contains 719 members 
Mstep: Class 24 contains 4382 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 2941 members 
Mstep: Class 27 contains 11614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147953888.000000 Penalty: 93979.039062
Iteration 42Q: 28 clusters Score -1.479539e+08 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 40018 members 
Mstep: Class 3 contains 4446 members 
Mstep: Class 4 contains 21961 members 
Mstep: Class 5 contains 12523 members 
Mstep: Class 6 contains 134965 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 7622 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5543 members 
Mstep: Class 11 contains 271257 members 
Mstep: Class 12 contains 71922 members 
Mstep: Class 13 contains 930 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 185867 members 
Mstep: Class 16 contains 2890 members 
Mstep: Class 17 contains 32448 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 290662 members 
Mstep: Class 20 contains 5217 members 
Mstep: Class 21 contains 17049 members 
Mstep: Class 22 contains 61860 members 
Mstep: Class 23 contains 719 members 
Mstep: Class 24 contains 4408 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 2937 members 
Mstep: Class 27 contains 12230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147955632.000000 Penalty: 93979.039062
Iteration 43Q: 28 clusters Score -1.479556e+08 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 40307 members 
Mstep: Class 3 contains 4646 members 
Mstep: Class 4 contains 22023 members 
Mstep: Class 5 contains 12551 members 
Mstep: Class 6 contains 134850 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 7730 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5555 members 
Mstep: Class 11 contains 270143 members 
Mstep: Class 12 contains 72037 members 
Mstep: Class 13 contains 934 members 
Mstep: Class 14 contains 4620 members 
Mstep: Class 15 contains 185033 members 
Mstep: Class 16 contains 2883 members 
Mstep: Class 17 contains 32425 members 
Mstep: Class 18 contains 2509 members 
Mstep: Class 19 contains 290252 members 
Mstep: Class 20 contains 5499 members 
Mstep: Class 21 contains 17544 members 
Mstep: Class 22 contains 61971 members 
Mstep: Class 23 contains 719 members 
Mstep: Class 24 contains 4433 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 2934 members 
Mstep: Class 27 contains 12850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147957408.000000 Penalty: 93979.039062
Iteration 44Q: 28 clusters Score -1.479574e+08 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 40592 members 
Mstep: Class 3 contains 4856 members 
Mstep: Class 4 contains 22093 members 
Mstep: Class 5 contains 12580 members 
Mstep: Class 6 contains 134907 members 
Mstep: Class 7 contains 2352 members 
Mstep: Class 8 contains 7766 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5554 members 
Mstep: Class 11 contains 269182 members 
Mstep: Class 12 contains 72149 members 
Mstep: Class 13 contains 936 members 
Mstep: Class 14 contains 4720 members 
Mstep: Class 15 contains 184273 members 
Mstep: Class 16 contains 2878 members 
Mstep: Class 17 contains 32418 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 19 contains 289606 members 
Mstep: Class 20 contains 5749 members 
Mstep: Class 21 contains 17998 members 
Mstep: Class 22 contains 62088 members 
Mstep: Class 23 contains 719 members 
Mstep: Class 24 contains 4459 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 2933 members 
Mstep: Class 27 contains 13439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147959360.000000 Penalty: 93979.039062
Iteration 45Q: 28 clusters Score -1.479594e+08 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 40957 members 
Mstep: Class 3 contains 5062 members 
Mstep: Class 4 contains 22134 members 
Mstep: Class 5 contains 12596 members 
Mstep: Class 6 contains 135100 members 
Mstep: Class 7 contains 2391 members 
Mstep: Class 8 contains 7743 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5564 members 
Mstep: Class 11 contains 268188 members 
Mstep: Class 12 contains 72286 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 4796 members 
Mstep: Class 15 contains 183577 members 
Mstep: Class 16 contains 2874 members 
Mstep: Class 17 contains 32439 members 
Mstep: Class 18 contains 2721 members 
Mstep: Class 19 contains 288783 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 18397 members 
Mstep: Class 22 contains 62218 members 
Mstep: Class 23 contains 720 members 
Mstep: Class 24 contains 4471 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 14086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147961824.000000 Penalty: 93979.039062
Iteration 46Q: 28 clusters Score -1.479618e+08 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 41329 members 
Mstep: Class 3 contains 5260 members 
Mstep: Class 4 contains 22096 members 
Mstep: Class 5 contains 12610 members 
Mstep: Class 6 contains 135362 members 
Mstep: Class 7 contains 2414 members 
Mstep: Class 8 contains 7698 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5577 members 
Mstep: Class 11 contains 267216 members 
Mstep: Class 12 contains 72485 members 
Mstep: Class 13 contains 938 members 
Mstep: Class 14 contains 4853 members 
Mstep: Class 15 contains 182890 members 
Mstep: Class 16 contains 2870 members 
Mstep: Class 17 contains 32472 members 
Mstep: Class 18 contains 2918 members 
Mstep: Class 19 contains 287871 members 
Mstep: Class 20 contains 6177 members 
Mstep: Class 21 contains 18766 members 
Mstep: Class 22 contains 62341 members 
Mstep: Class 23 contains 720 members 
Mstep: Class 24 contains 4484 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 14755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147962992.000000 Penalty: 93979.039062
Iteration 47Q: 28 clusters Score -1.47963e+08 nChanged 7297
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 41764 members 
Mstep: Class 3 contains 5460 members 
Mstep: Class 4 contains 21998 members 
Mstep: Class 5 contains 12619 members 
Mstep: Class 6 contains 135750 members 
Mstep: Class 7 contains 2440 members 
Mstep: Class 8 contains 7642 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5571 members 
Mstep: Class 11 contains 266256 members 
Mstep: Class 12 contains 72693 members 
Mstep: Class 13 contains 939 members 
Mstep: Class 14 contains 4895 members 
Mstep: Class 15 contains 182194 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 32496 members 
Mstep: Class 18 contains 3199 members 
Mstep: Class 19 contains 286876 members 
Mstep: Class 20 contains 6359 members 
Mstep: Class 21 contains 19131 members 
Mstep: Class 22 contains 62461 members 
Mstep: Class 23 contains 719 members 
Mstep: Class 24 contains 4504 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 15379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147965696.000000 Penalty: 93979.039062
Iteration 48Q: 28 clusters Score -1.479657e+08 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 42274 members 
Mstep: Class 3 contains 5620 members 
Mstep: Class 4 contains 21877 members 
Mstep: Class 5 contains 12617 members 
Mstep: Class 6 contains 136235 members 
Mstep: Class 7 contains 2462 members 
Mstep: Class 8 contains 7575 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5571 members 
Mstep: Class 11 contains 265185 members 
Mstep: Class 12 contains 72953 members 
Mstep: Class 13 contains 940 members 
Mstep: Class 14 contains 4944 members 
Mstep: Class 15 contains 181473 members 
Mstep: Class 16 contains 2867 members 
Mstep: Class 17 contains 32516 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 285821 members 
Mstep: Class 20 contains 6519 members 
Mstep: Class 21 contains 19477 members 
Mstep: Class 22 contains 62596 members 
Mstep: Class 23 contains 719 members 
Mstep: Class 24 contains 4519 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 15992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147968016.000000 Penalty: 93979.039062
Iteration 49Q: 28 clusters Score -1.47968e+08 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 42852 members 
Mstep: Class 3 contains 5754 members 
Mstep: Class 4 contains 21964 members 
Mstep: Class 5 contains 12622 members 
Mstep: Class 6 contains 136755 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 7519 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5581 members 
Mstep: Class 11 contains 264168 members 
Mstep: Class 12 contains 73174 members 
Mstep: Class 13 contains 942 members 
Mstep: Class 14 contains 4977 members 
Mstep: Class 15 contains 180722 members 
Mstep: Class 16 contains 2864 members 
Mstep: Class 17 contains 32548 members 
Mstep: Class 18 contains 3769 members 
Mstep: Class 19 contains 284656 members 
Mstep: Class 20 contains 6660 members 
Mstep: Class 21 contains 19822 members 
Mstep: Class 22 contains 62724 members 
Mstep: Class 23 contains 717 members 
Mstep: Class 24 contains 4530 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 16634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147969872.000000 Penalty: 93979.039062
Iteration 50Q: 28 clusters Score -1.479699e+08 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 43539 members 
Mstep: Class 3 contains 5878 members 
Mstep: Class 4 contains 22161 members 
Mstep: Class 5 contains 12613 members 
Mstep: Class 6 contains 137327 members 
Mstep: Class 7 contains 2493 members 
Mstep: Class 8 contains 7454 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5585 members 
Mstep: Class 11 contains 263100 members 
Mstep: Class 12 contains 73358 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5014 members 
Mstep: Class 15 contains 179969 members 
Mstep: Class 16 contains 2862 members 
Mstep: Class 17 contains 32603 members 
Mstep: Class 18 contains 3842 members 
Mstep: Class 19 contains 283409 members 
Mstep: Class 20 contains 6796 members 
Mstep: Class 21 contains 20168 members 
Mstep: Class 22 contains 62841 members 
Mstep: Class 23 contains 717 members 
Mstep: Class 24 contains 4536 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 17325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147970880.000000 Penalty: 93979.039062
Iteration 51Q: 28 clusters Score -1.479709e+08 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 44276 members 
Mstep: Class 3 contains 5974 members 
Mstep: Class 4 contains 22378 members 
Mstep: Class 5 contains 12608 members 
Mstep: Class 6 contains 137892 members 
Mstep: Class 7 contains 2508 members 
Mstep: Class 8 contains 7401 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5573 members 
Mstep: Class 11 contains 261996 members 
Mstep: Class 12 contains 73563 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5036 members 
Mstep: Class 15 contains 179306 members 
Mstep: Class 16 contains 2862 members 
Mstep: Class 17 contains 32640 members 
Mstep: Class 18 contains 3861 members 
Mstep: Class 19 contains 282106 members 
Mstep: Class 20 contains 6907 members 
Mstep: Class 21 contains 20544 members 
Mstep: Class 22 contains 62939 members 
Mstep: Class 23 contains 716 members 
Mstep: Class 24 contains 4548 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 18031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147972528.000000 Penalty: 93979.039062
Iteration 52Q: 28 clusters Score -1.479725e+08 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 45074 members 
Mstep: Class 3 contains 6053 members 
Mstep: Class 4 contains 22586 members 
Mstep: Class 5 contains 12599 members 
Mstep: Class 6 contains 138591 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 7334 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5571 members 
Mstep: Class 11 contains 260785 members 
Mstep: Class 12 contains 73798 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5058 members 
Mstep: Class 15 contains 178656 members 
Mstep: Class 16 contains 2862 members 
Mstep: Class 17 contains 32697 members 
Mstep: Class 18 contains 3862 members 
Mstep: Class 19 contains 280771 members 
Mstep: Class 20 contains 6999 members 
Mstep: Class 21 contains 20888 members 
Mstep: Class 22 contains 63040 members 
Mstep: Class 23 contains 716 members 
Mstep: Class 24 contains 4558 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 18711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147974000.000000 Penalty: 93979.039062
Iteration 53Q: 28 clusters Score -1.47974e+08 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 45919 members 
Mstep: Class 3 contains 6124 members 
Mstep: Class 4 contains 22776 members 
Mstep: Class 5 contains 12590 members 
Mstep: Class 6 contains 139361 members 
Mstep: Class 7 contains 2547 members 
Mstep: Class 8 contains 7268 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5552 members 
Mstep: Class 11 contains 259590 members 
Mstep: Class 12 contains 74060 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5086 members 
Mstep: Class 15 contains 178033 members 
Mstep: Class 16 contains 2861 members 
Mstep: Class 17 contains 32736 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 279346 members 
Mstep: Class 20 contains 7086 members 
Mstep: Class 21 contains 21217 members 
Mstep: Class 22 contains 63131 members 
Mstep: Class 23 contains 716 members 
Mstep: Class 24 contains 4568 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 19372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147975440.000000 Penalty: 93979.039062
Iteration 54Q: 28 clusters Score -1.479754e+08 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 46806 members 
Mstep: Class 3 contains 6170 members 
Mstep: Class 4 contains 22929 members 
Mstep: Class 5 contains 12584 members 
Mstep: Class 6 contains 140255 members 
Mstep: Class 7 contains 2564 members 
Mstep: Class 8 contains 7217 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5534 members 
Mstep: Class 11 contains 258359 members 
Mstep: Class 12 contains 74319 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5106 members 
Mstep: Class 15 contains 177417 members 
Mstep: Class 16 contains 2860 members 
Mstep: Class 17 contains 32768 members 
Mstep: Class 18 contains 3858 members 
Mstep: Class 19 contains 277785 members 
Mstep: Class 20 contains 7147 members 
Mstep: Class 21 contains 21578 members 
Mstep: Class 22 contains 63215 members 
Mstep: Class 23 contains 716 members 
Mstep: Class 24 contains 4576 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 20086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147976976.000000 Penalty: 93979.039062
Iteration 55Q: 28 clusters Score -1.47977e+08 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 47757 members 
Mstep: Class 3 contains 6228 members 
Mstep: Class 4 contains 23067 members 
Mstep: Class 5 contains 12578 members 
Mstep: Class 6 contains 141221 members 
Mstep: Class 7 contains 2588 members 
Mstep: Class 8 contains 7170 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5511 members 
Mstep: Class 11 contains 257112 members 
Mstep: Class 12 contains 74540 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5124 members 
Mstep: Class 15 contains 176794 members 
Mstep: Class 16 contains 2861 members 
Mstep: Class 17 contains 32795 members 
Mstep: Class 18 contains 3856 members 
Mstep: Class 19 contains 276169 members 
Mstep: Class 20 contains 7192 members 
Mstep: Class 21 contains 21943 members 
Mstep: Class 22 contains 63278 members 
Mstep: Class 23 contains 716 members 
Mstep: Class 24 contains 4582 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 20803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147978592.000000 Penalty: 93979.039062
Iteration 56Q: 28 clusters Score -1.479786e+08 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 48694 members 
Mstep: Class 3 contains 6277 members 
Mstep: Class 4 contains 23181 members 
Mstep: Class 5 contains 12569 members 
Mstep: Class 6 contains 142366 members 
Mstep: Class 7 contains 2619 members 
Mstep: Class 8 contains 7135 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5471 members 
Mstep: Class 11 contains 255766 members 
Mstep: Class 12 contains 74702 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 176230 members 
Mstep: Class 16 contains 2860 members 
Mstep: Class 17 contains 32822 members 
Mstep: Class 18 contains 3853 members 
Mstep: Class 19 contains 274585 members 
Mstep: Class 20 contains 7234 members 
Mstep: Class 21 contains 22283 members 
Mstep: Class 22 contains 63327 members 
Mstep: Class 23 contains 716 members 
Mstep: Class 24 contains 4592 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 2930 members 
Mstep: Class 27 contains 21495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147980528.000000 Penalty: 93979.039062
Iteration 57Q: 28 clusters Score -1.479805e+08 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 49672 members 
Mstep: Class 3 contains 6317 members 
Mstep: Class 4 contains 23279 members 
Mstep: Class 5 contains 12556 members 
Mstep: Class 6 contains 143569 members 
Mstep: Class 7 contains 2651 members 
Mstep: Class 8 contains 7108 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5447 members 
Mstep: Class 11 contains 254447 members 
Mstep: Class 12 contains 74850 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5147 members 
Mstep: Class 15 contains 175681 members 
Mstep: Class 16 contains 2860 members 
Mstep: Class 17 contains 32842 members 
Mstep: Class 18 contains 3850 members 
Mstep: Class 19 contains 272893 members 
Mstep: Class 20 contains 7270 members 
Mstep: Class 21 contains 22624 members 
Mstep: Class 22 contains 63360 members 
Mstep: Class 23 contains 716 members 
Mstep: Class 24 contains 4600 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 2930 members 
Mstep: Class 27 contains 22203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147981696.000000 Penalty: 93979.039062
Iteration 58Q: 28 clusters Score -1.479817e+08 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 50644 members 
Mstep: Class 3 contains 6355 members 
Mstep: Class 4 contains 23378 members 
Mstep: Class 5 contains 12548 members 
Mstep: Class 6 contains 144854 members 
Mstep: Class 7 contains 2683 members 
Mstep: Class 8 contains 7087 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5419 members 
Mstep: Class 11 contains 253114 members 
Mstep: Class 12 contains 74979 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5158 members 
Mstep: Class 15 contains 175124 members 
Mstep: Class 16 contains 2860 members 
Mstep: Class 17 contains 32867 members 
Mstep: Class 18 contains 3848 members 
Mstep: Class 19 contains 271202 members 
Mstep: Class 20 contains 7293 members 
Mstep: Class 21 contains 22956 members 
Mstep: Class 22 contains 63397 members 
Mstep: Class 23 contains 716 members 
Mstep: Class 24 contains 4603 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 2930 members 
Mstep: Class 27 contains 22885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147982864.000000 Penalty: 93979.039062
Iteration 59Q: 28 clusters Score -1.479829e+08 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 832 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 51604 members 
Mstep: Class 3 contains 6387 members 
Mstep: Class 4 contains 23463 members 
Mstep: Class 5 contains 12545 members 
Mstep: Class 6 contains 146159 members 
Mstep: Class 7 contains 2718 members 
Mstep: Class 8 contains 7063 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5388 members 
Mstep: Class 11 contains 251722 members 
Mstep: Class 12 contains 75065 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5168 members 
Mstep: Class 15 contains 174622 members 
Mstep: Class 16 contains 2860 members 
Mstep: Class 17 contains 32888 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 269537 members 
Mstep: Class 20 contains 7312 members 
Mstep: Class 21 contains 23315 members 
Mstep: Class 22 contains 63441 members 
Mstep: Class 23 contains 716 members 
Mstep: Class 24 contains 4607 members 
Mstep: Class 25 contains 876 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 23572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147984400.000000 Penalty: 93979.039062
Iteration 60F: 28 clusters Score -1.479844e+08 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 52462 members 
Mstep: Class 3 contains 6410 members 
Mstep: Class 4 contains 23526 members 
Mstep: Class 5 contains 12544 members 
Mstep: Class 6 contains 147575 members 
Mstep: Class 7 contains 2756 members 
Mstep: Class 8 contains 7116 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5357 members 
Mstep: Class 11 contains 250155 members 
Mstep: Class 12 contains 75045 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 15 contains 174228 members 
Mstep: Class 16 contains 2860 members 
Mstep: Class 17 contains 32923 members 
Mstep: Class 18 contains 3842 members 
Mstep: Class 19 contains 267891 members 
Mstep: Class 20 contains 7424 members 
Mstep: Class 21 contains 23694 members 
Mstep: Class 22 contains 63483 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 4610 members 
Mstep: Class 25 contains 880 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 24305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147985248.000000 Penalty: 93979.039062
Iteration 61Q: 28 clusters Score -1.479852e+08 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 53354 members 
Mstep: Class 3 contains 6438 members 
Mstep: Class 4 contains 23593 members 
Mstep: Class 5 contains 12539 members 
Mstep: Class 6 contains 149049 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 8 contains 7117 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5334 members 
Mstep: Class 11 contains 248493 members 
Mstep: Class 12 contains 75021 members 
Mstep: Class 13 contains 946 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 173872 members 
Mstep: Class 16 contains 2859 members 
Mstep: Class 17 contains 32949 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 266137 members 
Mstep: Class 20 contains 7537 members 
Mstep: Class 21 contains 24050 members 
Mstep: Class 22 contains 63557 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 4614 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 25147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147986736.000000 Penalty: 93979.039062
Iteration 62Q: 28 clusters Score -1.479867e+08 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 54191 members 
Mstep: Class 3 contains 6456 members 
Mstep: Class 4 contains 23640 members 
Mstep: Class 5 contains 12536 members 
Mstep: Class 6 contains 150547 members 
Mstep: Class 7 contains 2870 members 
Mstep: Class 8 contains 7102 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5319 members 
Mstep: Class 11 contains 246942 members 
Mstep: Class 12 contains 74960 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 173603 members 
Mstep: Class 16 contains 2859 members 
Mstep: Class 17 contains 32986 members 
Mstep: Class 18 contains 3836 members 
Mstep: Class 19 contains 264175 members 
Mstep: Class 20 contains 7637 members 
Mstep: Class 21 contains 24450 members 
Mstep: Class 22 contains 63624 members 
Mstep: Class 23 contains 723 members 
Mstep: Class 24 contains 4616 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 26056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147988768.000000 Penalty: 93979.039062
Iteration 63Q: 28 clusters Score -1.479888e+08 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 54960 members 
Mstep: Class 3 contains 6474 members 
Mstep: Class 4 contains 23683 members 
Mstep: Class 5 contains 12537 members 
Mstep: Class 6 contains 152147 members 
Mstep: Class 7 contains 2933 members 
Mstep: Class 8 contains 7065 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5311 members 
Mstep: Class 11 contains 245438 members 
Mstep: Class 12 contains 74836 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5173 members 
Mstep: Class 15 contains 173333 members 
Mstep: Class 16 contains 2859 members 
Mstep: Class 17 contains 33023 members 
Mstep: Class 18 contains 3832 members 
Mstep: Class 19 contains 262151 members 
Mstep: Class 20 contains 7702 members 
Mstep: Class 21 contains 24841 members 
Mstep: Class 22 contains 63700 members 
Mstep: Class 23 contains 723 members 
Mstep: Class 24 contains 4619 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 27018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147989840.000000 Penalty: 93979.039062
Iteration 64Q: 28 clusters Score -1.479898e+08 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 55652 members 
Mstep: Class 3 contains 6502 members 
Mstep: Class 4 contains 23716 members 
Mstep: Class 5 contains 12533 members 
Mstep: Class 6 contains 153802 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 7056 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5293 members 
Mstep: Class 11 contains 244003 members 
Mstep: Class 12 contains 74734 members 
Mstep: Class 13 contains 946 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 173038 members 
Mstep: Class 16 contains 2858 members 
Mstep: Class 17 contains 33053 members 
Mstep: Class 18 contains 3830 members 
Mstep: Class 19 contains 260039 members 
Mstep: Class 20 contains 7775 members 
Mstep: Class 21 contains 25272 members 
Mstep: Class 22 contains 63760 members 
Mstep: Class 23 contains 723 members 
Mstep: Class 24 contains 4622 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 28005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147991776.000000 Penalty: 93979.039062
Iteration 65Q: 28 clusters Score -1.479918e+08 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 56332 members 
Mstep: Class 3 contains 6531 members 
Mstep: Class 4 contains 23736 members 
Mstep: Class 5 contains 12525 members 
Mstep: Class 6 contains 155598 members 
Mstep: Class 7 contains 3004 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5292 members 
Mstep: Class 11 contains 242542 members 
Mstep: Class 12 contains 74641 members 
Mstep: Class 13 contains 946 members 
Mstep: Class 14 contains 5169 members 
Mstep: Class 15 contains 172736 members 
Mstep: Class 16 contains 2858 members 
Mstep: Class 17 contains 33076 members 
Mstep: Class 18 contains 3830 members 
Mstep: Class 19 contains 257842 members 
Mstep: Class 20 contains 7841 members 
Mstep: Class 21 contains 25714 members 
Mstep: Class 22 contains 63823 members 
Mstep: Class 23 contains 723 members 
Mstep: Class 24 contains 4622 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 28985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147992720.000000 Penalty: 93979.039062
Iteration 66Q: 28 clusters Score -1.479927e+08 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 56979 members 
Mstep: Class 3 contains 6545 members 
Mstep: Class 4 contains 23749 members 
Mstep: Class 5 contains 12524 members 
Mstep: Class 6 contains 157537 members 
Mstep: Class 7 contains 3037 members 
Mstep: Class 8 contains 7037 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5288 members 
Mstep: Class 11 contains 241129 members 
Mstep: Class 12 contains 74546 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5170 members 
Mstep: Class 15 contains 172468 members 
Mstep: Class 16 contains 2856 members 
Mstep: Class 17 contains 33096 members 
Mstep: Class 18 contains 3830 members 
Mstep: Class 19 contains 255360 members 
Mstep: Class 20 contains 7887 members 
Mstep: Class 21 contains 26186 members 
Mstep: Class 22 contains 63883 members 
Mstep: Class 23 contains 723 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 30069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147994048.000000 Penalty: 93979.039062
Iteration 67Q: 28 clusters Score -1.47994e+08 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 57534 members 
Mstep: Class 3 contains 6562 members 
Mstep: Class 4 contains 23751 members 
Mstep: Class 5 contains 12520 members 
Mstep: Class 6 contains 159610 members 
Mstep: Class 7 contains 3070 members 
Mstep: Class 8 contains 7010 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5285 members 
Mstep: Class 11 contains 239711 members 
Mstep: Class 12 contains 74476 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5171 members 
Mstep: Class 15 contains 172206 members 
Mstep: Class 16 contains 2855 members 
Mstep: Class 17 contains 33100 members 
Mstep: Class 18 contains 3829 members 
Mstep: Class 19 contains 252833 members 
Mstep: Class 20 contains 7926 members 
Mstep: Class 21 contains 26662 members 
Mstep: Class 22 contains 63937 members 
Mstep: Class 23 contains 723 members 
Mstep: Class 24 contains 4625 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 31170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147994720.000000 Penalty: 93979.039062
Iteration 68Q: 28 clusters Score -1.479947e+08 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 58086 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 23755 members 
Mstep: Class 5 contains 12519 members 
Mstep: Class 6 contains 161776 members 
Mstep: Class 7 contains 3096 members 
Mstep: Class 8 contains 6984 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5282 members 
Mstep: Class 11 contains 238320 members 
Mstep: Class 12 contains 74379 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5180 members 
Mstep: Class 15 contains 171938 members 
Mstep: Class 16 contains 2856 members 
Mstep: Class 17 contains 33097 members 
Mstep: Class 18 contains 3829 members 
Mstep: Class 19 contains 250281 members 
Mstep: Class 20 contains 7963 members 
Mstep: Class 21 contains 27161 members 
Mstep: Class 22 contains 63978 members 
Mstep: Class 23 contains 723 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 32187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147996368.000000 Penalty: 93979.039062
Iteration 69Q: 28 clusters Score -1.479964e+08 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 58607 members 
Mstep: Class 3 contains 6599 members 
Mstep: Class 4 contains 23746 members 
Mstep: Class 5 contains 12515 members 
Mstep: Class 6 contains 164118 members 
Mstep: Class 7 contains 3123 members 
Mstep: Class 8 contains 6955 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5276 members 
Mstep: Class 11 contains 236707 members 
Mstep: Class 12 contains 74268 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5190 members 
Mstep: Class 15 contains 171700 members 
Mstep: Class 16 contains 2856 members 
Mstep: Class 17 contains 33101 members 
Mstep: Class 18 contains 3829 members 
Mstep: Class 19 contains 247731 members 
Mstep: Class 20 contains 8010 members 
Mstep: Class 21 contains 27654 members 
Mstep: Class 22 contains 64037 members 
Mstep: Class 23 contains 723 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 33283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147997984.000000 Penalty: 93979.039062
Iteration 70Q: 28 clusters Score -1.47998e+08 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 59042 members 
Mstep: Class 3 contains 6617 members 
Mstep: Class 4 contains 23743 members 
Mstep: Class 5 contains 12512 members 
Mstep: Class 6 contains 166454 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5272 members 
Mstep: Class 11 contains 235114 members 
Mstep: Class 12 contains 74183 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5185 members 
Mstep: Class 15 contains 171485 members 
Mstep: Class 16 contains 2858 members 
Mstep: Class 17 contains 33099 members 
Mstep: Class 18 contains 3829 members 
Mstep: Class 19 contains 245209 members 
Mstep: Class 20 contains 8044 members 
Mstep: Class 21 contains 28181 members 
Mstep: Class 22 contains 64067 members 
Mstep: Class 23 contains 723 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2934 members 
Mstep: Class 27 contains 34360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147998992.000000 Penalty: 93979.039062
Iteration 71Q: 28 clusters Score -1.47999e+08 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 59399 members 
Mstep: Class 3 contains 6634 members 
Mstep: Class 4 contains 23740 members 
Mstep: Class 5 contains 12508 members 
Mstep: Class 6 contains 168737 members 
Mstep: Class 7 contains 3165 members 
Mstep: Class 8 contains 6916 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5262 members 
Mstep: Class 11 contains 233586 members 
Mstep: Class 12 contains 74063 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 171268 members 
Mstep: Class 16 contains 2858 members 
Mstep: Class 17 contains 33084 members 
Mstep: Class 18 contains 3829 members 
Mstep: Class 19 contains 242838 members 
Mstep: Class 20 contains 8067 members 
Mstep: Class 21 contains 28724 members 
Mstep: Class 22 contains 64104 members 
Mstep: Class 23 contains 723 members 
Mstep: Class 24 contains 4629 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2933 members 
Mstep: Class 27 contains 35398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148000480.000000 Penalty: 93979.039062
Iteration 72Q: 28 clusters Score -1.480005e+08 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 59729 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 23729 members 
Mstep: Class 5 contains 12501 members 
Mstep: Class 6 contains 170986 members 
Mstep: Class 7 contains 3188 members 
Mstep: Class 8 contains 6901 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5263 members 
Mstep: Class 11 contains 232056 members 
Mstep: Class 12 contains 73948 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5182 members 
Mstep: Class 15 contains 171064 members 
Mstep: Class 16 contains 2858 members 
Mstep: Class 17 contains 33075 members 
Mstep: Class 18 contains 3830 members 
Mstep: Class 19 contains 240413 members 
Mstep: Class 20 contains 8086 members 
Mstep: Class 21 contains 29334 members 
Mstep: Class 22 contains 64125 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 4629 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 36488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148002784.000000 Penalty: 93979.039062
Iteration 73Q: 28 clusters Score -1.480028e+08 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 60021 members 
Mstep: Class 3 contains 6657 members 
Mstep: Class 4 contains 23717 members 
Mstep: Class 5 contains 12492 members 
Mstep: Class 6 contains 173369 members 
Mstep: Class 7 contains 3206 members 
Mstep: Class 8 contains 6880 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5268 members 
Mstep: Class 11 contains 230528 members 
Mstep: Class 12 contains 73821 members 
Mstep: Class 13 contains 945 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 170888 members 
Mstep: Class 16 contains 2858 members 
Mstep: Class 17 contains 33053 members 
Mstep: Class 18 contains 3830 members 
Mstep: Class 19 contains 237942 members 
Mstep: Class 20 contains 8105 members 
Mstep: Class 21 contains 29924 members 
Mstep: Class 22 contains 64156 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 4629 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 37557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148004800.000000 Penalty: 93979.039062
Iteration 74Q: 28 clusters Score -1.480048e+08 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 60227 members 
Mstep: Class 3 contains 6668 members 
Mstep: Class 4 contains 23720 members 
Mstep: Class 5 contains 12489 members 
Mstep: Class 6 contains 175896 members 
Mstep: Class 7 contains 3229 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5258 members 
Mstep: Class 11 contains 229076 members 
Mstep: Class 12 contains 73640 members 
Mstep: Class 13 contains 944 members 
Mstep: Class 14 contains 5146 members 
Mstep: Class 15 contains 170721 members 
Mstep: Class 16 contains 2857 members 
Mstep: Class 17 contains 33046 members 
Mstep: Class 18 contains 3830 members 
Mstep: Class 19 contains 235447 members 
Mstep: Class 20 contains 8128 members 
Mstep: Class 21 contains 30490 members 
Mstep: Class 22 contains 64180 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 4631 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 38557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148005904.000000 Penalty: 93979.039062
Iteration 75Q: 28 clusters Score -1.480059e+08 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 60378 members 
Mstep: Class 3 contains 6673 members 
Mstep: Class 4 contains 23706 members 
Mstep: Class 5 contains 12486 members 
Mstep: Class 6 contains 178418 members 
Mstep: Class 7 contains 3250 members 
Mstep: Class 8 contains 6850 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 227712 members 
Mstep: Class 12 contains 73484 members 
Mstep: Class 13 contains 944 members 
Mstep: Class 14 contains 5126 members 
Mstep: Class 15 contains 170587 members 
Mstep: Class 16 contains 2857 members 
Mstep: Class 17 contains 33039 members 
Mstep: Class 18 contains 3832 members 
Mstep: Class 19 contains 232909 members 
Mstep: Class 20 contains 8141 members 
Mstep: Class 21 contains 31077 members 
Mstep: Class 22 contains 64191 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2932 members 
Mstep: Class 27 contains 39541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148006720.000000 Penalty: 93979.039062
Iteration 76Q: 28 clusters Score -1.480067e+08 nChanged 7579
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 60503 members 
Mstep: Class 3 contains 6690 members 
Mstep: Class 4 contains 23685 members 
Mstep: Class 5 contains 12486 members 
Mstep: Class 6 contains 180927 members 
Mstep: Class 7 contains 3265 members 
Mstep: Class 8 contains 6839 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5250 members 
Mstep: Class 11 contains 226239 members 
Mstep: Class 12 contains 73297 members 
Mstep: Class 13 contains 944 members 
Mstep: Class 14 contains 5098 members 
Mstep: Class 15 contains 170466 members 
Mstep: Class 16 contains 2857 members 
Mstep: Class 17 contains 33041 members 
Mstep: Class 18 contains 3834 members 
Mstep: Class 19 contains 230576 members 
Mstep: Class 20 contains 8149 members 
Mstep: Class 21 contains 31731 members 
Mstep: Class 22 contains 64204 members 
Mstep: Class 23 contains 722 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2930 members 
Mstep: Class 27 contains 40410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148007824.000000 Penalty: 93979.039062
Iteration 77Q: 28 clusters Score -1.480078e+08 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 60587 members 
Mstep: Class 3 contains 6691 members 
Mstep: Class 4 contains 23676 members 
Mstep: Class 5 contains 12484 members 
Mstep: Class 6 contains 183514 members 
Mstep: Class 7 contains 3288 members 
Mstep: Class 8 contains 6832 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5246 members 
Mstep: Class 11 contains 224748 members 
Mstep: Class 12 contains 73117 members 
Mstep: Class 13 contains 944 members 
Mstep: Class 14 contains 5083 members 
Mstep: Class 15 contains 170393 members 
Mstep: Class 16 contains 2857 members 
Mstep: Class 17 contains 33042 members 
Mstep: Class 18 contains 3835 members 
Mstep: Class 19 contains 228210 members 
Mstep: Class 20 contains 8157 members 
Mstep: Class 21 contains 32384 members 
Mstep: Class 22 contains 64220 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2930 members 
Mstep: Class 27 contains 41226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148009184.000000 Penalty: 93979.039062
Iteration 78Q: 28 clusters Score -1.480092e+08 nChanged 7593
Entering ConstructFrom: 
Score: -148009184.000000 Penalty: 93979.039062
Entering ConstructFrom: 
Trying to split cluster 1 (43969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Entering Unmasked Estep 
Score: -5261504.000000 Penalty: 2651.427490
	Iteration 0F: 2 clusters Score -5261504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -5231703.000000 Penalty: 5302.854980
	Iteration 0F: 3 clusters Score -5231703 nChanged 20247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -5242890.000000 Penalty: 5302.854980
	Iteration 1F: 3 clusters Score -5242890 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -5243504.000000 Penalty: 5302.854980
	Iteration 2Q: 3 clusters Score -5243504 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -5244152.000000 Penalty: 5302.854980
	Iteration 3Q: 3 clusters Score -5244152 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -5244780.500000 Penalty: 5302.854980
	Iteration 4Q: 3 clusters Score -5244780 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -5245515.000000 Penalty: 5302.854980
	Iteration 5Q: 3 clusters Score -5245515 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -5246442.000000 Penalty: 5302.854980
	Iteration 6Q: 3 clusters Score -5246442 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -5247662.500000 Penalty: 5302.854980
	Iteration 7F: 3 clusters Score -5247662 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -5249412.000000 Penalty: 5302.854980
	Iteration 8F: 3 clusters Score -5249412 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -5251599.500000 Penalty: 5302.854980
	Iteration 9F: 3 clusters Score -5251600 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -5254234.500000 Penalty: 5302.854980
	Iteration 10F: 3 clusters Score -5254234 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -5256625.000000 Penalty: 5302.854980
	Iteration 11F: 3 clusters Score -5256625 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5258235.000000 Penalty: 5302.854980
	Iteration 12Q: 3 clusters Score -5258235 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5259132.500000 Penalty: 5302.854980
	Iteration 13Q: 3 clusters Score -5259132 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5259663.000000 Penalty: 5302.854980
	Iteration 14Q: 3 clusters Score -5259663 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5259985.500000 Penalty: 5302.854980
	Iteration 15Q: 3 clusters Score -5259986 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5260162.000000 Penalty: 5302.854980
	Iteration 16Q: 3 clusters Score -5260162 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5260275.500000 Penalty: 5302.854980
	Iteration 17Q: 3 clusters Score -5260276 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5260355.500000 Penalty: 5302.854980
	Iteration 18Q: 3 clusters Score -5260356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5260416.500000 Penalty: 5302.854980
	Iteration 19Q: 3 clusters Score -5260416 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5260470.000000 Penalty: 5302.854980
	Iteration 20F: 3 clusters Score -5260470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5260493.000000 Penalty: 5302.854980
	Iteration 21Q: 3 clusters Score -5260493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5260514.500000 Penalty: 5302.854980
	Iteration 22Q: 3 clusters Score -5260514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5260526.500000 Penalty: 5302.854980
	Iteration 23Q: 3 clusters Score -5260526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5260537.000000 Penalty: 5302.854980
	Iteration 24Q: 3 clusters Score -5260537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5260540.000000 Penalty: 5302.854980
	Iteration 25Q: 3 clusters Score -5260540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5260540.500000 Penalty: 5302.854980
	Iteration 26Q: 3 clusters Score -5260540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5260550.500000 Penalty: 5302.854980
	Iteration 27Q: 3 clusters Score -5260550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5260555.000000 Penalty: 5302.854980
	Iteration 28Q: 3 clusters Score -5260555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5260557.500000 Penalty: 5302.854980
	Iteration 29Q: 3 clusters Score -5260558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5260558.500000 Penalty: 5302.854980
	Iteration 30Q: 3 clusters Score -5260558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5260555.000000 Penalty: 5302.854980
	Iteration 31Q: 3 clusters Score -5260555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5260553.500000 Penalty: 5302.854980
	Iteration 32Q: 3 clusters Score -5260554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5260564.000000 Penalty: 5302.854980
	Iteration 33Q: 3 clusters Score -5260564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5260563.000000 Penalty: 5302.854980
	Iteration 34Q: 3 clusters Score -5260563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5260565.000000 Penalty: 5302.854980
	Iteration 35Q: 3 clusters Score -5260565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5260576.500000 Penalty: 5302.854980
	Iteration 36Q: 3 clusters Score -5260576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5260571.500000 Penalty: 5302.854980
	Iteration 37Q: 3 clusters Score -5260572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5260572.000000 Penalty: 5302.854980
	Iteration 38Q: 3 clusters Score -5260572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5260572.000000 Penalty: 5302.854980
	Iteration 39F: 3 clusters Score -5260572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (60629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Entering Unmasked Estep 
Score: -7447652.000000 Penalty: 2731.106934
	Iteration 0F: 2 clusters Score -7447652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -7406881.000000 Penalty: 5462.213867
	Iteration 0F: 3 clusters Score -7406881 nChanged 28246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -7423129.000000 Penalty: 5462.213867
	Iteration 1F: 3 clusters Score -7423129 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -7423791.500000 Penalty: 5462.213867
	Iteration 2Q: 3 clusters Score -7423792 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -7424589.000000 Penalty: 5462.213867
	Iteration 3Q: 3 clusters Score -7424589 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -7425731.500000 Penalty: 5462.213867
	Iteration 4Q: 3 clusters Score -7425732 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -7427577.000000 Penalty: 5462.213867
	Iteration 5F: 3 clusters Score -7427577 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -7430540.000000 Penalty: 5462.213867
	Iteration 6F: 3 clusters Score -7430540 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -7434285.500000 Penalty: 5462.213867
	Iteration 7F: 3 clusters Score -7434286 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -7438333.500000 Penalty: 5462.213867
	Iteration 8F: 3 clusters Score -7438334 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -7441500.000000 Penalty: 5462.213867
	Iteration 9F: 3 clusters Score -7441500 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -7443329.500000 Penalty: 5462.213867
	Iteration 10Q: 3 clusters Score -7443330 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -7444110.500000 Penalty: 5462.213867
	Iteration 11Q: 3 clusters Score -7444110 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -7444467.000000 Penalty: 5462.213867
	Iteration 12Q: 3 clusters Score -7444467 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -7444683.000000 Penalty: 5462.213867
	Iteration 13Q: 3 clusters Score -7444683 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56627 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -7444818.000000 Penalty: 5462.213867
	Iteration 14Q: 3 clusters Score -7444818 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56842 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -7444938.500000 Penalty: 5462.213867
	Iteration 15Q: 3 clusters Score -7444938 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -7444994.500000 Penalty: 5462.213867
	Iteration 16Q: 3 clusters Score -7444994 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57170 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -7445058.000000 Penalty: 5462.213867
	Iteration 17Q: 3 clusters Score -7445058 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57298 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -7445110.500000 Penalty: 5462.213867
	Iteration 18Q: 3 clusters Score -7445110 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57390 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -7445140.500000 Penalty: 5462.213867
	Iteration 19Q: 3 clusters Score -7445140 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -7445176.500000 Penalty: 5462.213867
	Iteration 20F: 3 clusters Score -7445176 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57568 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -7445189.000000 Penalty: 5462.213867
	Iteration 21Q: 3 clusters Score -7445189 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7445224.500000 Penalty: 5462.213867
	Iteration 22Q: 3 clusters Score -7445224 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -7445240.500000 Penalty: 5462.213867
	Iteration 23Q: 3 clusters Score -7445240 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57755 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -7445252.500000 Penalty: 5462.213867
	Iteration 24Q: 3 clusters Score -7445252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -7445253.000000 Penalty: 5462.213867
	Iteration 25Q: 3 clusters Score -7445253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57833 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -7445259.500000 Penalty: 5462.213867
	Iteration 26Q: 3 clusters Score -7445260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -7445258.500000 Penalty: 5462.213867
	Iteration 27Q: 3 clusters Score -7445258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -7445265.500000 Penalty: 5462.213867
	Iteration 28Q: 3 clusters Score -7445266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57934 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -7445279.000000 Penalty: 5462.213867
	Iteration 29Q: 3 clusters Score -7445279 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -7445305.500000 Penalty: 5462.213867
	Iteration 30Q: 3 clusters Score -7445306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -7445319.500000 Penalty: 5462.213867
	Iteration 31Q: 3 clusters Score -7445320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58040 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -7445321.000000 Penalty: 5462.213867
	Iteration 32Q: 3 clusters Score -7445321 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -7445316.000000 Penalty: 5462.213867
	Iteration 33Q: 3 clusters Score -7445316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -7445318.500000 Penalty: 5462.213867
	Iteration 34Q: 3 clusters Score -7445318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58121 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -7445328.500000 Penalty: 5462.213867
	Iteration 35Q: 3 clusters Score -7445328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58138 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -7445349.500000 Penalty: 5462.213867
	Iteration 36Q: 3 clusters Score -7445350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58150 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7445337.500000 Penalty: 5462.213867
	Iteration 37Q: 3 clusters Score -7445338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -7445339.500000 Penalty: 5462.213867
	Iteration 38Q: 3 clusters Score -7445340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58184 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -7445348.000000 Penalty: 5462.213867
	Iteration 39Q: 3 clusters Score -7445348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -7445347.000000 Penalty: 5462.213867
	Iteration 40F: 3 clusters Score -7445347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58226 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7445358.000000 Penalty: 5462.213867
	Iteration 41Q: 3 clusters Score -7445358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58240 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -7445362.500000 Penalty: 5462.213867
	Iteration 42Q: 3 clusters Score -7445362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58252 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -7445366.500000 Penalty: 5462.213867
	Iteration 43Q: 3 clusters Score -7445366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -7445371.500000 Penalty: 5462.213867
	Iteration 44Q: 3 clusters Score -7445372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -7445372.500000 Penalty: 5462.213867
	Iteration 45Q: 3 clusters Score -7445372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -7445372.000000 Penalty: 5462.213867
	Iteration 46Q: 3 clusters Score -7445372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58313 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -7445367.500000 Penalty: 5462.213867
	Iteration 47Q: 3 clusters Score -7445368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -7445379.000000 Penalty: 5462.213867
	Iteration 48Q: 3 clusters Score -7445379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -7445379.500000 Penalty: 5462.213867
	Iteration 49Q: 3 clusters Score -7445380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -7445384.500000 Penalty: 5462.213867
	Iteration 50Q: 3 clusters Score -7445384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -7445388.000000 Penalty: 5462.213867
	Iteration 51Q: 3 clusters Score -7445388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7445393.500000 Penalty: 5462.213867
	Iteration 52Q: 3 clusters Score -7445394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7445401.000000 Penalty: 5462.213867
	Iteration 53Q: 3 clusters Score -7445401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -7445400.000000 Penalty: 5462.213867
	Iteration 54Q: 3 clusters Score -7445400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7445405.000000 Penalty: 5462.213867
	Iteration 55Q: 3 clusters Score -7445405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -7445412.500000 Penalty: 5462.213867
	Iteration 56Q: 3 clusters Score -7445412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -7445417.000000 Penalty: 5462.213867
	Iteration 57Q: 3 clusters Score -7445417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58485 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7445406.500000 Penalty: 5462.213867
	Iteration 58Q: 3 clusters Score -7445406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -7445407.500000 Penalty: 5462.213867
	Iteration 59Q: 3 clusters Score -7445408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -7445404.500000 Penalty: 5462.213867
	Iteration 60F: 3 clusters Score -7445404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -7445420.500000 Penalty: 5462.213867
	Iteration 61Q: 3 clusters Score -7445420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -7445425.000000 Penalty: 5462.213867
	Iteration 62Q: 3 clusters Score -7445425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -7445425.500000 Penalty: 5462.213867
	Iteration 63Q: 3 clusters Score -7445426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -7445424.500000 Penalty: 5462.213867
	Iteration 64Q: 3 clusters Score -7445424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -7445433.500000 Penalty: 5462.213867
	Iteration 65Q: 3 clusters Score -7445434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -7445435.500000 Penalty: 5462.213867
	Iteration 66Q: 3 clusters Score -7445436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58562 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -7445441.500000 Penalty: 5462.213867
	Iteration 67Q: 3 clusters Score -7445442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -7445438.000000 Penalty: 5462.213867
	Iteration 68Q: 3 clusters Score -7445438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7445444.000000 Penalty: 5462.213867
	Iteration 69Q: 3 clusters Score -7445444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7445438.000000 Penalty: 5462.213867
	Iteration 70Q: 3 clusters Score -7445438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58573 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -7445440.500000 Penalty: 5462.213867
	Iteration 71Q: 3 clusters Score -7445440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -7445440.000000 Penalty: 5462.213867
	Iteration 72Q: 3 clusters Score -7445440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7445437.500000 Penalty: 5462.213867
	Iteration 73Q: 3 clusters Score -7445438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -7445441.500000 Penalty: 5462.213867
	Iteration 74Q: 3 clusters Score -7445442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -7445440.000000 Penalty: 5462.213867
	Iteration 75Q: 3 clusters Score -7445440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -7445438.000000 Penalty: 5462.213867
	Iteration 76Q: 3 clusters Score -7445438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -7445438.000000 Penalty: 5462.213867
	Iteration 77F: 3 clusters Score -7445438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Entering Unmasked Estep 
Score: -714315.437500 Penalty: 2184.771973
	Iteration 0F: 2 clusters Score -714315.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -708835.000000 Penalty: 4369.543945
	Iteration 0F: 3 clusters Score -708835 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -710605.250000 Penalty: 4369.543945
	Iteration 1F: 3 clusters Score -710605.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -711298.062500 Penalty: 4369.543945
	Iteration 2F: 3 clusters Score -711298.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -711935.500000 Penalty: 4369.543945
	Iteration 3F: 3 clusters Score -711935.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -712511.312500 Penalty: 4369.543945
	Iteration 4F: 3 clusters Score -712511.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -712967.000000 Penalty: 4369.543945
	Iteration 5F: 3 clusters Score -712967 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -713306.187500 Penalty: 4369.543945
	Iteration 6F: 3 clusters Score -713306.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -713538.000000 Penalty: 4369.543945
	Iteration 7Q: 3 clusters Score -713538 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -713703.937500 Penalty: 4369.543945
	Iteration 8Q: 3 clusters Score -713703.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -713786.062500 Penalty: 4369.543945
	Iteration 9Q: 3 clusters Score -713786.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -713835.500000 Penalty: 4369.543945
	Iteration 10Q: 3 clusters Score -713835.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -713861.312500 Penalty: 4369.543945
	Iteration 11Q: 3 clusters Score -713861.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -713879.687500 Penalty: 4369.543945
	Iteration 12Q: 3 clusters Score -713879.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -713891.062500 Penalty: 4369.543945
	Iteration 13Q: 3 clusters Score -713891.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -713903.375000 Penalty: 4369.543945
	Iteration 14Q: 3 clusters Score -713903.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -713909.562500 Penalty: 4369.543945
	Iteration 15Q: 3 clusters Score -713909.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -713915.687500 Penalty: 4369.543945
	Iteration 16Q: 3 clusters Score -713915.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -713922.312500 Penalty: 4369.543945
	Iteration 17Q: 3 clusters Score -713922.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -713927.312500 Penalty: 4369.543945
	Iteration 18Q: 3 clusters Score -713927.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -713932.187500 Penalty: 4369.543945
	Iteration 19Q: 3 clusters Score -713932.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -713937.062500 Penalty: 4369.543945
	Iteration 20F: 3 clusters Score -713937.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -713945.937500 Penalty: 4369.543945
	Iteration 21Q: 3 clusters Score -713945.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -713955.812500 Penalty: 4369.543945
	Iteration 22Q: 3 clusters Score -713955.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -713964.437500 Penalty: 4369.543945
	Iteration 23Q: 3 clusters Score -713964.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -713974.625000 Penalty: 4369.543945
	Iteration 24Q: 3 clusters Score -713974.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -713988.250000 Penalty: 4369.543945
	Iteration 25Q: 3 clusters Score -713988.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -714009.750000 Penalty: 4369.543945
	Iteration 26Q: 3 clusters Score -714009.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -714031.000000 Penalty: 4369.543945
	Iteration 27Q: 3 clusters Score -714031 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -714043.687500 Penalty: 4369.543945
	Iteration 28Q: 3 clusters Score -714043.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -714053.687500 Penalty: 4369.543945
	Iteration 29Q: 3 clusters Score -714053.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -714058.375000 Penalty: 4369.543945
	Iteration 30Q: 3 clusters Score -714058.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -714065.375000 Penalty: 4369.543945
	Iteration 31Q: 3 clusters Score -714065.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -714073.375000 Penalty: 4369.543945
	Iteration 32Q: 3 clusters Score -714073.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -714081.812500 Penalty: 4369.543945
	Iteration 33Q: 3 clusters Score -714081.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -714086.875000 Penalty: 4369.543945
	Iteration 34Q: 3 clusters Score -714086.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -714093.375000 Penalty: 4369.543945
	Iteration 35Q: 3 clusters Score -714093.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -714097.062500 Penalty: 4369.543945
	Iteration 36Q: 3 clusters Score -714097.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -714099.812500 Penalty: 4369.543945
	Iteration 37Q: 3 clusters Score -714099.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -714103.375000 Penalty: 4369.543945
	Iteration 38Q: 3 clusters Score -714103.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -714102.812500 Penalty: 4369.543945
	Iteration 39Q: 3 clusters Score -714102.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -714103.312500 Penalty: 4369.543945
	Iteration 40F: 3 clusters Score -714103.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (23670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Entering Unmasked Estep 
Score: -2798924.750000 Penalty: 2497.846924
	Iteration 0F: 2 clusters Score -2798925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2782456.500000 Penalty: 4995.693848
	Iteration 0F: 3 clusters Score -2782456 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2788259.000000 Penalty: 4995.693848
	Iteration 1F: 3 clusters Score -2788259 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2788844.000000 Penalty: 4995.693848
	Iteration 2F: 3 clusters Score -2788844 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2789392.750000 Penalty: 4995.693848
	Iteration 3F: 3 clusters Score -2789393 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2789987.750000 Penalty: 4995.693848
	Iteration 4Q: 3 clusters Score -2789988 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2790656.000000 Penalty: 4995.693848
	Iteration 5F: 3 clusters Score -2790656 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2791393.000000 Penalty: 4995.693848
	Iteration 6F: 3 clusters Score -2791393 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2792196.000000 Penalty: 4995.693848
	Iteration 7F: 3 clusters Score -2792196 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2793062.500000 Penalty: 4995.693848
	Iteration 8F: 3 clusters Score -2793062 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2793960.250000 Penalty: 4995.693848
	Iteration 9Q: 3 clusters Score -2793960 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2794736.500000 Penalty: 4995.693848
	Iteration 10Q: 3 clusters Score -2794736 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2795347.750000 Penalty: 4995.693848
	Iteration 11Q: 3 clusters Score -2795348 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -2795755.250000 Penalty: 4995.693848
	Iteration 12Q: 3 clusters Score -2795755 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2796015.750000 Penalty: 4995.693848
	Iteration 13Q: 3 clusters Score -2796016 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2796182.250000 Penalty: 4995.693848
	Iteration 14Q: 3 clusters Score -2796182 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -2796347.000000 Penalty: 4995.693848
	Iteration 15Q: 3 clusters Score -2796347 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -2796466.750000 Penalty: 4995.693848
	Iteration 16Q: 3 clusters Score -2796467 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -2796539.000000 Penalty: 4995.693848
	Iteration 17Q: 3 clusters Score -2796539 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -2796591.000000 Penalty: 4995.693848
	Iteration 18Q: 3 clusters Score -2796591 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -2796634.500000 Penalty: 4995.693848
	Iteration 19Q: 3 clusters Score -2796634 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -2796672.250000 Penalty: 4995.693848
	Iteration 20F: 3 clusters Score -2796672 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -2796685.250000 Penalty: 4995.693848
	Iteration 21Q: 3 clusters Score -2796685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -2796695.500000 Penalty: 4995.693848
	Iteration 22Q: 3 clusters Score -2796696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -2796713.000000 Penalty: 4995.693848
	Iteration 23Q: 3 clusters Score -2796713 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2796725.250000 Penalty: 4995.693848
	Iteration 24Q: 3 clusters Score -2796725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2796751.000000 Penalty: 4995.693848
	Iteration 25Q: 3 clusters Score -2796751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -2796763.250000 Penalty: 4995.693848
	Iteration 26Q: 3 clusters Score -2796763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2796773.250000 Penalty: 4995.693848
	Iteration 27Q: 3 clusters Score -2796773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -2796786.000000 Penalty: 4995.693848
	Iteration 28Q: 3 clusters Score -2796786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -2796788.500000 Penalty: 4995.693848
	Iteration 29Q: 3 clusters Score -2796788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -2796795.750000 Penalty: 4995.693848
	Iteration 30Q: 3 clusters Score -2796796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -2796798.250000 Penalty: 4995.693848
	Iteration 31Q: 3 clusters Score -2796798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -2796802.000000 Penalty: 4995.693848
	Iteration 32Q: 3 clusters Score -2796802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -2796806.500000 Penalty: 4995.693848
	Iteration 33Q: 3 clusters Score -2796806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -2796808.750000 Penalty: 4995.693848
	Iteration 34Q: 3 clusters Score -2796809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2796810.500000 Penalty: 4995.693848
	Iteration 35Q: 3 clusters Score -2796810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -2796807.750000 Penalty: 4995.693848
	Iteration 36Q: 3 clusters Score -2796808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -2796806.750000 Penalty: 4995.693848
	Iteration 37Q: 3 clusters Score -2796807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -2796807.000000 Penalty: 4995.693848
	Iteration 38Q: 3 clusters Score -2796807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -2796810.250000 Penalty: 4995.693848
	Iteration 39Q: 3 clusters Score -2796810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2796810.000000 Penalty: 4995.693848
	Iteration 40F: 3 clusters Score -2796810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2796813.000000 Penalty: 4995.693848
	Iteration 41Q: 3 clusters Score -2796813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -2796817.500000 Penalty: 4995.693848
	Iteration 42Q: 3 clusters Score -2796818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -2796820.000000 Penalty: 4995.693848
	Iteration 43Q: 3 clusters Score -2796820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -2796824.750000 Penalty: 4995.693848
	Iteration 44Q: 3 clusters Score -2796825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -2796823.750000 Penalty: 4995.693848
	Iteration 45Q: 3 clusters Score -2796824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -2796829.750000 Penalty: 4995.693848
	Iteration 46Q: 3 clusters Score -2796830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -2796829.750000 Penalty: 4995.693848
	Iteration 47F: 3 clusters Score -2796830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Entering Unmasked Estep 
Score: -1488359.875000 Penalty: 2339.186523
	Iteration 0F: 2 clusters Score -1488360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1479131.000000 Penalty: 4678.373047
	Iteration 0F: 3 clusters Score -1479131 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1481897.000000 Penalty: 4678.373047
	Iteration 1F: 3 clusters Score -1481897 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1482219.875000 Penalty: 4678.373047
	Iteration 2F: 3 clusters Score -1482220 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1482479.125000 Penalty: 4678.373047
	Iteration 3F: 3 clusters Score -1482479 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1482680.500000 Penalty: 4678.373047
	Iteration 4Q: 3 clusters Score -1482680 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1482863.375000 Penalty: 4678.373047
	Iteration 5Q: 3 clusters Score -1482863 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1483060.375000 Penalty: 4678.373047
	Iteration 6Q: 3 clusters Score -1483060 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1483289.375000 Penalty: 4678.373047
	Iteration 7Q: 3 clusters Score -1483289 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1483598.500000 Penalty: 4678.373047
	Iteration 8Q: 3 clusters Score -1483598 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1484055.750000 Penalty: 4678.373047
	Iteration 9Q: 3 clusters Score -1484056 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1484618.875000 Penalty: 4678.373047
	Iteration 10F: 3 clusters Score -1484619 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1485150.250000 Penalty: 4678.373047
	Iteration 11F: 3 clusters Score -1485150 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1485557.375000 Penalty: 4678.373047
	Iteration 12Q: 3 clusters Score -1485557 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1485806.250000 Penalty: 4678.373047
	Iteration 13Q: 3 clusters Score -1485806 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1485950.625000 Penalty: 4678.373047
	Iteration 14Q: 3 clusters Score -1485951 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1486048.375000 Penalty: 4678.373047
	Iteration 15Q: 3 clusters Score -1486048 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1486113.625000 Penalty: 4678.373047
	Iteration 16Q: 3 clusters Score -1486114 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1486158.500000 Penalty: 4678.373047
	Iteration 17Q: 3 clusters Score -1486158 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1486188.500000 Penalty: 4678.373047
	Iteration 18Q: 3 clusters Score -1486188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1486214.875000 Penalty: 4678.373047
	Iteration 19Q: 3 clusters Score -1486215 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1486237.750000 Penalty: 4678.373047
	Iteration 20F: 3 clusters Score -1486238 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1486253.125000 Penalty: 4678.373047
	Iteration 21Q: 3 clusters Score -1486253 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1486267.875000 Penalty: 4678.373047
	Iteration 22Q: 3 clusters Score -1486268 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1486285.375000 Penalty: 4678.373047
	Iteration 23Q: 3 clusters Score -1486285 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1486307.000000 Penalty: 4678.373047
	Iteration 24Q: 3 clusters Score -1486307 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1486328.875000 Penalty: 4678.373047
	Iteration 25Q: 3 clusters Score -1486329 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1486341.000000 Penalty: 4678.373047
	Iteration 26Q: 3 clusters Score -1486341 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1486353.500000 Penalty: 4678.373047
	Iteration 27Q: 3 clusters Score -1486354 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1486375.750000 Penalty: 4678.373047
	Iteration 28Q: 3 clusters Score -1486376 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1486391.750000 Penalty: 4678.373047
	Iteration 29Q: 3 clusters Score -1486392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1486411.625000 Penalty: 4678.373047
	Iteration 30Q: 3 clusters Score -1486412 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1486423.250000 Penalty: 4678.373047
	Iteration 31Q: 3 clusters Score -1486423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1486439.375000 Penalty: 4678.373047
	Iteration 32Q: 3 clusters Score -1486439 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1486452.500000 Penalty: 4678.373047
	Iteration 33Q: 3 clusters Score -1486452 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1486465.625000 Penalty: 4678.373047
	Iteration 34Q: 3 clusters Score -1486466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1486476.125000 Penalty: 4678.373047
	Iteration 35Q: 3 clusters Score -1486476 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1486491.500000 Penalty: 4678.373047
	Iteration 36Q: 3 clusters Score -1486492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1486505.125000 Penalty: 4678.373047
	Iteration 37Q: 3 clusters Score -1486505 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1486509.875000 Penalty: 4678.373047
	Iteration 38Q: 3 clusters Score -1486510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1486517.250000 Penalty: 4678.373047
	Iteration 39Q: 3 clusters Score -1486517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1486522.750000 Penalty: 4678.373047
	Iteration 40F: 3 clusters Score -1486523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1486528.500000 Penalty: 4678.373047
	Iteration 41Q: 3 clusters Score -1486528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1486526.375000 Penalty: 4678.373047
	Iteration 42Q: 3 clusters Score -1486526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1486529.750000 Penalty: 4678.373047
	Iteration 43Q: 3 clusters Score -1486530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1486538.250000 Penalty: 4678.373047
	Iteration 44Q: 3 clusters Score -1486538 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1486537.875000 Penalty: 4678.373047
	Iteration 45Q: 3 clusters Score -1486538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1486540.750000 Penalty: 4678.373047
	Iteration 46Q: 3 clusters Score -1486541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1486543.000000 Penalty: 4678.373047
	Iteration 47Q: 3 clusters Score -1486543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1486544.000000 Penalty: 4678.373047
	Iteration 48Q: 3 clusters Score -1486544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1486547.625000 Penalty: 4678.373047
	Iteration 49Q: 3 clusters Score -1486548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1486551.750000 Penalty: 4678.373047
	Iteration 50Q: 3 clusters Score -1486552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1486553.375000 Penalty: 4678.373047
	Iteration 51Q: 3 clusters Score -1486553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1486555.250000 Penalty: 4678.373047
	Iteration 52Q: 3 clusters Score -1486555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1486556.250000 Penalty: 4678.373047
	Iteration 53Q: 3 clusters Score -1486556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1486558.625000 Penalty: 4678.373047
	Iteration 54Q: 3 clusters Score -1486559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1486556.000000 Penalty: 4678.373047
	Iteration 55Q: 3 clusters Score -1486556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1486560.750000 Penalty: 4678.373047
	Iteration 56Q: 3 clusters Score -1486561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1486567.000000 Penalty: 4678.373047
	Iteration 57Q: 3 clusters Score -1486567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1486568.125000 Penalty: 4678.373047
	Iteration 58Q: 3 clusters Score -1486568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1486571.875000 Penalty: 4678.373047
	Iteration 59Q: 3 clusters Score -1486572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1486580.625000 Penalty: 4678.373047
	Iteration 60F: 3 clusters Score -1486581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1486582.500000 Penalty: 4678.373047
	Iteration 61Q: 3 clusters Score -1486582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1486581.875000 Penalty: 4678.373047
	Iteration 62Q: 3 clusters Score -1486582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1486585.250000 Penalty: 4678.373047
	Iteration 63Q: 3 clusters Score -1486585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1486587.000000 Penalty: 4678.373047
	Iteration 64Q: 3 clusters Score -1486587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1486586.750000 Penalty: 4678.373047
	Iteration 65Q: 3 clusters Score -1486587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1486589.125000 Penalty: 4678.373047
	Iteration 66Q: 3 clusters Score -1486589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1486590.375000 Penalty: 4678.373047
	Iteration 67Q: 3 clusters Score -1486590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1486589.750000 Penalty: 4678.373047
	Iteration 68Q: 3 clusters Score -1486590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1486591.000000 Penalty: 4678.373047
	Iteration 69Q: 3 clusters Score -1486591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1486591.000000 Penalty: 4678.373047
	Iteration 70F: 3 clusters Score -1486591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (186081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186081 members 
Entering Unmasked Estep 
Score: -22791736.000000 Penalty: 3009.216309
	Iteration 0F: 2 clusters Score -2.279174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93167 members 
Mstep: Class 2 contains 92914 members 
Entering Unmasked Estep 
Score: -22667012.000000 Penalty: 6018.432617
	Iteration 0F: 3 clusters Score -2.266701e+07 nChanged 89524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94915 members 
Mstep: Class 2 contains 91166 members 
Entering Unmasked Estep 
Score: -22719248.000000 Penalty: 6018.432617
	Iteration 1F: 3 clusters Score -2.271925e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96390 members 
Mstep: Class 2 contains 89691 members 
Entering Unmasked Estep 
Score: -22720034.000000 Penalty: 6018.432617
	Iteration 2Q: 3 clusters Score -2.272003e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98657 members 
Mstep: Class 2 contains 87424 members 
Entering Unmasked Estep 
Score: -22721020.000000 Penalty: 6018.432617
	Iteration 3Q: 3 clusters Score -2.272102e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102136 members 
Mstep: Class 2 contains 83945 members 
Entering Unmasked Estep 
Score: -22722366.000000 Penalty: 6018.432617
	Iteration 4Q: 3 clusters Score -2.272237e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107520 members 
Mstep: Class 2 contains 78561 members 
Entering Unmasked Estep 
Score: -22724454.000000 Penalty: 6018.432617
	Iteration 5Q: 3 clusters Score -2.272445e+07 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115522 members 
Mstep: Class 2 contains 70559 members 
Entering Unmasked Estep 
Score: -22728144.000000 Penalty: 6018.432617
	Iteration 6Q: 3 clusters Score -2.272814e+07 nChanged 11969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127117 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -22735346.000000 Penalty: 6018.432617
	Iteration 7F: 3 clusters Score -2.273535e+07 nChanged 15286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142241 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -22747294.000000 Penalty: 6018.432617
	Iteration 8F: 3 clusters Score -2.274729e+07 nChanged 16690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158877 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -22762760.000000 Penalty: 6018.432617
	Iteration 9F: 3 clusters Score -2.276276e+07 nChanged 13946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172811 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -22776346.000000 Penalty: 6018.432617
	Iteration 10F: 3 clusters Score -2.277635e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180927 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -22784654.000000 Penalty: 6018.432617
	Iteration 11Q: 3 clusters Score -2.278465e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184306 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -22787716.000000 Penalty: 6018.432617
	Iteration 12Q: 3 clusters Score -2.278772e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185311 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -22788518.000000 Penalty: 6018.432617
	Iteration 13Q: 3 clusters Score -2.278852e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185602 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -22788808.000000 Penalty: 6018.432617
	Iteration 14Q: 3 clusters Score -2.278881e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185696 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -22788956.000000 Penalty: 6018.432617
	Iteration 15Q: 3 clusters Score -2.278896e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185731 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -22788968.000000 Penalty: 6018.432617
	Iteration 16Q: 3 clusters Score -2.278897e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185744 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -22788988.000000 Penalty: 6018.432617
	Iteration 17Q: 3 clusters Score -2.278899e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185759 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -22789048.000000 Penalty: 6018.432617
	Iteration 18Q: 3 clusters Score -2.278905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185764 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -22789058.000000 Penalty: 6018.432617
	Iteration 19Q: 3 clusters Score -2.278906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185776 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -22789068.000000 Penalty: 6018.432617
	Iteration 20F: 3 clusters Score -2.278907e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185785 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -22789076.000000 Penalty: 6018.432617
	Iteration 21Q: 3 clusters Score -2.278908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185783 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -22789076.000000 Penalty: 6018.432617
	Iteration 22Q: 3 clusters Score -2.278908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185785 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -22789102.000000 Penalty: 6018.432617
	Iteration 23Q: 3 clusters Score -2.27891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185785 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -22789086.000000 Penalty: 6018.432617
	Iteration 24Q: 3 clusters Score -2.278909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185788 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -22789092.000000 Penalty: 6018.432617
	Iteration 25Q: 3 clusters Score -2.278909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185788 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -22789092.000000 Penalty: 6018.432617
	Iteration 26F: 3 clusters Score -2.278909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Entering Unmasked Estep 
Score: -372317.625000 Penalty: 2009.516479
	Iteration 0F: 2 clusters Score -372317.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -368917.187500 Penalty: 4019.032959
	Iteration 0F: 3 clusters Score -368917.2 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -369786.250000 Penalty: 4019.032959
	Iteration 1F: 3 clusters Score -369786.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -370192.031250 Penalty: 4019.032959
	Iteration 2F: 3 clusters Score -370192 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -370546.031250 Penalty: 4019.032959
	Iteration 3F: 3 clusters Score -370546 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -370931.937500 Penalty: 4019.032959
	Iteration 4F: 3 clusters Score -370931.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -371415.031250 Penalty: 4019.032959
	Iteration 5F: 3 clusters Score -371415 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -371769.500000 Penalty: 4019.032959
	Iteration 6F: 3 clusters Score -371769.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -371950.906250 Penalty: 4019.032959
	Iteration 7F: 3 clusters Score -371950.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -372054.000000 Penalty: 4019.032959
	Iteration 8Q: 3 clusters Score -372054 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -372132.406250 Penalty: 4019.032959
	Iteration 9Q: 3 clusters Score -372132.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -372207.093750 Penalty: 4019.032959
	Iteration 10Q: 3 clusters Score -372207.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -372273.906250 Penalty: 4019.032959
	Iteration 11Q: 3 clusters Score -372273.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -372326.812500 Penalty: 4019.032959
	Iteration 12Q: 3 clusters Score -372326.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -372370.437500 Penalty: 4019.032959
	Iteration 13Q: 3 clusters Score -372370.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -372405.031250 Penalty: 4019.032959
	Iteration 14Q: 3 clusters Score -372405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -372439.843750 Penalty: 4019.032959
	Iteration 15Q: 3 clusters Score -372439.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -372464.093750 Penalty: 4019.032959
	Iteration 16Q: 3 clusters Score -372464.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -372477.968750 Penalty: 4019.032959
	Iteration 17Q: 3 clusters Score -372478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -372488.718750 Penalty: 4019.032959
	Iteration 18Q: 3 clusters Score -372488.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -372497.093750 Penalty: 4019.032959
	Iteration 19Q: 3 clusters Score -372497.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -372497.750000 Penalty: 4019.032959
	Iteration 20F: 3 clusters Score -372497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -372498.406250 Penalty: 4019.032959
	Iteration 21Q: 3 clusters Score -372498.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -372498.812500 Penalty: 4019.032959
	Iteration 22Q: 3 clusters Score -372498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -372499.562500 Penalty: 4019.032959
	Iteration 23Q: 3 clusters Score -372499.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -372499.562500 Penalty: 4019.032959
	Iteration 24F: 3 clusters Score -372499.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 60629 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 23670 members 
Mstep: Class 5 contains 12484 members 
Mstep: Class 6 contains 186081 members 
Mstep: Class 7 contains 1005 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 5241 members 
Mstep: Class 11 contains 223387 members 
Mstep: Class 12 contains 72871 members 
Mstep: Class 13 contains 944 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 170341 members 
Mstep: Class 16 contains 2856 members 
Mstep: Class 17 contains 33049 members 
Mstep: Class 18 contains 3835 members 
Mstep: Class 19 contains 225840 members 
Mstep: Class 20 contains 8166 members 
Mstep: Class 21 contains 33061 members 
Mstep: Class 22 contains 64228 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 42012 members 
Mstep: Class 28 contains 2299 members 
Entering Unmasked Estep 
Score: -148008272.000000 Penalty: 97459.750000
Splitting cluster 7 changes total score from -148009184.000000 to -148008272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Entering Unmasked Estep 
Score: -811932.937500 Penalty: 2189.430176
	Iteration 0F: 2 clusters Score -811932.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -806292.062500 Penalty: 4378.860352
	Iteration 0F: 3 clusters Score -806292.1 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -807867.812500 Penalty: 4378.860352
	Iteration 1F: 3 clusters Score -807867.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -808138.000000 Penalty: 4378.860352
	Iteration 2F: 3 clusters Score -808138 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -808311.875000 Penalty: 4378.860352
	Iteration 3F: 3 clusters Score -808311.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -808416.062500 Penalty: 4378.860352
	Iteration 4Q: 3 clusters Score -808416.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -808491.250000 Penalty: 4378.860352
	Iteration 5Q: 3 clusters Score -808491.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -808551.000000 Penalty: 4378.860352
	Iteration 6Q: 3 clusters Score -808551 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -808598.000000 Penalty: 4378.860352
	Iteration 7Q: 3 clusters Score -808598 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -808643.437500 Penalty: 4378.860352
	Iteration 8Q: 3 clusters Score -808643.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -808672.812500 Penalty: 4378.860352
	Iteration 9Q: 3 clusters Score -808672.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -808704.375000 Penalty: 4378.860352
	Iteration 10Q: 3 clusters Score -808704.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -808731.312500 Penalty: 4378.860352
	Iteration 11Q: 3 clusters Score -808731.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -808757.562500 Penalty: 4378.860352
	Iteration 12Q: 3 clusters Score -808757.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -808781.625000 Penalty: 4378.860352
	Iteration 13Q: 3 clusters Score -808781.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -808799.062500 Penalty: 4378.860352
	Iteration 14Q: 3 clusters Score -808799.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -808817.500000 Penalty: 4378.860352
	Iteration 15Q: 3 clusters Score -808817.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -808844.937500 Penalty: 4378.860352
	Iteration 16Q: 3 clusters Score -808844.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -808861.437500 Penalty: 4378.860352
	Iteration 17Q: 3 clusters Score -808861.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -808876.375000 Penalty: 4378.860352
	Iteration 18Q: 3 clusters Score -808876.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -808896.750000 Penalty: 4378.860352
	Iteration 19Q: 3 clusters Score -808896.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -808916.937500 Penalty: 4378.860352
	Iteration 20F: 3 clusters Score -808916.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -808931.062500 Penalty: 4378.860352
	Iteration 21Q: 3 clusters Score -808931.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -808956.687500 Penalty: 4378.860352
	Iteration 22Q: 3 clusters Score -808956.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -808988.125000 Penalty: 4378.860352
	Iteration 23Q: 3 clusters Score -808988.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -809035.062500 Penalty: 4378.860352
	Iteration 24Q: 3 clusters Score -809035.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -809087.000000 Penalty: 4378.860352
	Iteration 25Q: 3 clusters Score -809087 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -809142.750000 Penalty: 4378.860352
	Iteration 26Q: 3 clusters Score -809142.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -809192.125000 Penalty: 4378.860352
	Iteration 27Q: 3 clusters Score -809192.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -809235.062500 Penalty: 4378.860352
	Iteration 28Q: 3 clusters Score -809235.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -809280.937500 Penalty: 4378.860352
	Iteration 29Q: 3 clusters Score -809280.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -809320.000000 Penalty: 4378.860352
	Iteration 30Q: 3 clusters Score -809320 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -809350.562500 Penalty: 4378.860352
	Iteration 31Q: 3 clusters Score -809350.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -809379.562500 Penalty: 4378.860352
	Iteration 32Q: 3 clusters Score -809379.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -809411.875000 Penalty: 4378.860352
	Iteration 33Q: 3 clusters Score -809411.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -809449.750000 Penalty: 4378.860352
	Iteration 34Q: 3 clusters Score -809449.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -809478.750000 Penalty: 4378.860352
	Iteration 35Q: 3 clusters Score -809478.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -809507.000000 Penalty: 4378.860352
	Iteration 36Q: 3 clusters Score -809507 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -809545.125000 Penalty: 4378.860352
	Iteration 37Q: 3 clusters Score -809545.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -809578.750000 Penalty: 4378.860352
	Iteration 38Q: 3 clusters Score -809578.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -809615.187500 Penalty: 4378.860352
	Iteration 39Q: 3 clusters Score -809615.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -809646.000000 Penalty: 4378.860352
	Iteration 40F: 3 clusters Score -809646 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -809685.687500 Penalty: 4378.860352
	Iteration 41Q: 3 clusters Score -809685.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -809732.812500 Penalty: 4378.860352
	Iteration 42Q: 3 clusters Score -809732.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -809796.500000 Penalty: 4378.860352
	Iteration 43Q: 3 clusters Score -809796.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -809863.812500 Penalty: 4378.860352
	Iteration 44Q: 3 clusters Score -809863.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -809929.062500 Penalty: 4378.860352
	Iteration 45Q: 3 clusters Score -809929.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -810007.625000 Penalty: 4378.860352
	Iteration 46Q: 3 clusters Score -810007.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -810086.687500 Penalty: 4378.860352
	Iteration 47Q: 3 clusters Score -810086.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -810146.937500 Penalty: 4378.860352
	Iteration 48Q: 3 clusters Score -810146.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -810192.687500 Penalty: 4378.860352
	Iteration 49Q: 3 clusters Score -810192.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -810227.500000 Penalty: 4378.860352
	Iteration 50Q: 3 clusters Score -810227.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -810254.875000 Penalty: 4378.860352
	Iteration 51Q: 3 clusters Score -810254.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -810271.875000 Penalty: 4378.860352
	Iteration 52Q: 3 clusters Score -810271.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -810280.500000 Penalty: 4378.860352
	Iteration 53Q: 3 clusters Score -810280.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -810288.937500 Penalty: 4378.860352
	Iteration 54Q: 3 clusters Score -810288.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -810296.937500 Penalty: 4378.860352
	Iteration 55Q: 3 clusters Score -810296.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -810299.500000 Penalty: 4378.860352
	Iteration 56Q: 3 clusters Score -810299.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -810300.687500 Penalty: 4378.860352
	Iteration 57Q: 3 clusters Score -810300.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -810303.437500 Penalty: 4378.860352
	Iteration 58Q: 3 clusters Score -810303.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -810309.625000 Penalty: 4378.860352
	Iteration 59Q: 3 clusters Score -810309.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -810312.187500 Penalty: 4378.860352
	Iteration 60F: 3 clusters Score -810312.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -810314.312500 Penalty: 4378.860352
	Iteration 61Q: 3 clusters Score -810314.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -810315.500000 Penalty: 4378.860352
	Iteration 62Q: 3 clusters Score -810315.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -810318.187500 Penalty: 4378.860352
	Iteration 63Q: 3 clusters Score -810318.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -810319.000000 Penalty: 4378.860352
	Iteration 64Q: 3 clusters Score -810319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -810319.812500 Penalty: 4378.860352
	Iteration 65Q: 3 clusters Score -810319.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -810323.250000 Penalty: 4378.860352
	Iteration 66Q: 3 clusters Score -810323.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -810324.000000 Penalty: 4378.860352
	Iteration 67Q: 3 clusters Score -810324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -810328.500000 Penalty: 4378.860352
	Iteration 68Q: 3 clusters Score -810328.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -810334.187500 Penalty: 4378.860352
	Iteration 69Q: 3 clusters Score -810334.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -810336.562500 Penalty: 4378.860352
	Iteration 70Q: 3 clusters Score -810336.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -810337.875000 Penalty: 4378.860352
	Iteration 71Q: 3 clusters Score -810337.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -810340.750000 Penalty: 4378.860352
	Iteration 72Q: 3 clusters Score -810340.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -810341.625000 Penalty: 4378.860352
	Iteration 73Q: 3 clusters Score -810341.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -810345.000000 Penalty: 4378.860352
	Iteration 74Q: 3 clusters Score -810345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -810345.687500 Penalty: 4378.860352
	Iteration 75Q: 3 clusters Score -810345.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -810345.875000 Penalty: 4378.860352
	Iteration 76Q: 3 clusters Score -810345.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -810347.312500 Penalty: 4378.860352
	Iteration 77Q: 3 clusters Score -810347.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -810350.000000 Penalty: 4378.860352
	Iteration 78Q: 3 clusters Score -810350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -810350.937500 Penalty: 4378.860352
	Iteration 79Q: 3 clusters Score -810350.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -810354.500000 Penalty: 4378.860352
	Iteration 80F: 3 clusters Score -810354.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -810355.687500 Penalty: 4378.860352
	Iteration 81Q: 3 clusters Score -810355.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -810356.687500 Penalty: 4378.860352
	Iteration 82Q: 3 clusters Score -810356.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -810360.625000 Penalty: 4378.860352
	Iteration 83Q: 3 clusters Score -810360.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -810360.250000 Penalty: 4378.860352
	Iteration 84Q: 3 clusters Score -810360.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -810359.000000 Penalty: 4378.860352
	Iteration 85Q: 3 clusters Score -810359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -810359.625000 Penalty: 4378.860352
	Iteration 86Q: 3 clusters Score -810359.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -810360.312500 Penalty: 4378.860352
	Iteration 87Q: 3 clusters Score -810360.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -810360.312500 Penalty: 4378.860352
	Iteration 88F: 3 clusters Score -810360.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -104473.523438 Penalty: 1721.415161
	Iteration 0F: 2 clusters Score -104473.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102656.945312 Penalty: 3442.830322
	Iteration 0F: 3 clusters Score -102656.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -103727.070312 Penalty: 3442.830322
	Iteration 1F: 3 clusters Score -103727.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -105126.375000 Penalty: 3442.830322
	Iteration 2F: 3 clusters Score -105126.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -105608.445312 Penalty: 3442.830322
	Iteration 3F: 3 clusters Score -105608.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -105948.070312 Penalty: 3442.830322
	Iteration 4Q: 3 clusters Score -105948.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -106020.250000 Penalty: 3442.830322
	Iteration 5Q: 3 clusters Score -106020.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -106058.882812 Penalty: 3442.830322
	Iteration 6Q: 3 clusters Score -106058.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -106106.554688 Penalty: 3442.830322
	Iteration 7Q: 3 clusters Score -106106.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -106134.671875 Penalty: 3442.830322
	Iteration 8Q: 3 clusters Score -106134.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -106151.687500 Penalty: 3442.830322
	Iteration 9Q: 3 clusters Score -106151.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -106170.101562 Penalty: 3442.830322
	Iteration 10Q: 3 clusters Score -106170.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -106181.031250 Penalty: 3442.830322
	Iteration 11Q: 3 clusters Score -106181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -106195.375000 Penalty: 3442.830322
	Iteration 12Q: 3 clusters Score -106195.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -106202.601562 Penalty: 3442.830322
	Iteration 13Q: 3 clusters Score -106202.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -106205.195312 Penalty: 3442.830322
	Iteration 14Q: 3 clusters Score -106205.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -106206.476562 Penalty: 3442.830322
	Iteration 15Q: 3 clusters Score -106206.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -106206.960938 Penalty: 3442.830322
	Iteration 16F: 3 clusters Score -106207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -106208.625000 Penalty: 3442.830322
	Iteration 17Q: 3 clusters Score -106208.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -106210.156250 Penalty: 3442.830322
	Iteration 18Q: 3 clusters Score -106210.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -106213.359375 Penalty: 3442.830322
	Iteration 19Q: 3 clusters Score -106213.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -106225.078125 Penalty: 3442.830322
	Iteration 20F: 3 clusters Score -106225.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -106233.671875 Penalty: 3442.830322
	Iteration 21Q: 3 clusters Score -106233.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -106243.234375 Penalty: 3442.830322
	Iteration 22Q: 3 clusters Score -106243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -106248.515625 Penalty: 3442.830322
	Iteration 23Q: 3 clusters Score -106248.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -106254.125000 Penalty: 3442.830322
	Iteration 24Q: 3 clusters Score -106254.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -106254.125000 Penalty: 3442.830322
	Iteration 25F: 3 clusters Score -106254.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 60629 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 23670 members 
Mstep: Class 5 contains 12484 members 
Mstep: Class 6 contains 186081 members 
Mstep: Class 7 contains 3304 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 5241 members 
Mstep: Class 11 contains 223387 members 
Mstep: Class 12 contains 72871 members 
Mstep: Class 13 contains 944 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 170341 members 
Mstep: Class 16 contains 2856 members 
Mstep: Class 17 contains 33049 members 
Mstep: Class 18 contains 3835 members 
Mstep: Class 19 contains 225840 members 
Mstep: Class 20 contains 8166 members 
Mstep: Class 21 contains 33061 members 
Mstep: Class 22 contains 64228 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 42012 members 
Mstep: Class 28 contains 270 members 
Entering Unmasked Estep 
Score: -148009936.000000 Penalty: 97459.750000
Splitting cluster 9 changes total score from -148009184.000000 to -148009936.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (5241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Entering Unmasked Estep 
Score: -601044.937500 Penalty: 2123.938232
	Iteration 0F: 2 clusters Score -601044.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -596381.312500 Penalty: 4247.876465
	Iteration 0F: 3 clusters Score -596381.3 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -597490.562500 Penalty: 4247.876465
	Iteration 1F: 3 clusters Score -597490.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -597699.500000 Penalty: 4247.876465
	Iteration 2F: 3 clusters Score -597699.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -597830.125000 Penalty: 4247.876465
	Iteration 3Q: 3 clusters Score -597830.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -597952.500000 Penalty: 4247.876465
	Iteration 4Q: 3 clusters Score -597952.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -598104.187500 Penalty: 4247.876465
	Iteration 5Q: 3 clusters Score -598104.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -598260.437500 Penalty: 4247.876465
	Iteration 6Q: 3 clusters Score -598260.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -598448.812500 Penalty: 4247.876465
	Iteration 7Q: 3 clusters Score -598448.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -598672.500000 Penalty: 4247.876465
	Iteration 8Q: 3 clusters Score -598672.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -598923.562500 Penalty: 4247.876465
	Iteration 9Q: 3 clusters Score -598923.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -599215.062500 Penalty: 4247.876465
	Iteration 10Q: 3 clusters Score -599215.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -599483.500000 Penalty: 4247.876465
	Iteration 11Q: 3 clusters Score -599483.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -599651.437500 Penalty: 4247.876465
	Iteration 12Q: 3 clusters Score -599651.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -599763.000000 Penalty: 4247.876465
	Iteration 13Q: 3 clusters Score -599763 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -599856.875000 Penalty: 4247.876465
	Iteration 14Q: 3 clusters Score -599856.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -599942.187500 Penalty: 4247.876465
	Iteration 15Q: 3 clusters Score -599942.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -600010.500000 Penalty: 4247.876465
	Iteration 16Q: 3 clusters Score -600010.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -600061.000000 Penalty: 4247.876465
	Iteration 17Q: 3 clusters Score -600061 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -600095.437500 Penalty: 4247.876465
	Iteration 18Q: 3 clusters Score -600095.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -600115.875000 Penalty: 4247.876465
	Iteration 19Q: 3 clusters Score -600115.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -600138.750000 Penalty: 4247.876465
	Iteration 20F: 3 clusters Score -600138.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -600156.500000 Penalty: 4247.876465
	Iteration 21Q: 3 clusters Score -600156.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -600170.875000 Penalty: 4247.876465
	Iteration 22Q: 3 clusters Score -600170.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -600180.312500 Penalty: 4247.876465
	Iteration 23Q: 3 clusters Score -600180.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -600191.250000 Penalty: 4247.876465
	Iteration 24Q: 3 clusters Score -600191.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -600200.437500 Penalty: 4247.876465
	Iteration 25Q: 3 clusters Score -600200.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -600215.562500 Penalty: 4247.876465
	Iteration 26Q: 3 clusters Score -600215.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -600228.562500 Penalty: 4247.876465
	Iteration 27Q: 3 clusters Score -600228.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -600238.000000 Penalty: 4247.876465
	Iteration 28Q: 3 clusters Score -600238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -600246.125000 Penalty: 4247.876465
	Iteration 29Q: 3 clusters Score -600246.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -600250.750000 Penalty: 4247.876465
	Iteration 30Q: 3 clusters Score -600250.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -600257.000000 Penalty: 4247.876465
	Iteration 31Q: 3 clusters Score -600257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -600264.437500 Penalty: 4247.876465
	Iteration 32Q: 3 clusters Score -600264.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -600269.562500 Penalty: 4247.876465
	Iteration 33Q: 3 clusters Score -600269.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -600278.312500 Penalty: 4247.876465
	Iteration 34Q: 3 clusters Score -600278.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -600285.875000 Penalty: 4247.876465
	Iteration 35Q: 3 clusters Score -600285.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -600290.500000 Penalty: 4247.876465
	Iteration 36Q: 3 clusters Score -600290.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -600293.250000 Penalty: 4247.876465
	Iteration 37Q: 3 clusters Score -600293.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -600294.437500 Penalty: 4247.876465
	Iteration 38Q: 3 clusters Score -600294.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -600295.125000 Penalty: 4247.876465
	Iteration 39Q: 3 clusters Score -600295.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -600295.125000 Penalty: 4247.876465
	Iteration 40F: 3 clusters Score -600295.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (223387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223387 members 
Entering Unmasked Estep 
Score: -27270514.000000 Penalty: 3054.531982
	Iteration 0F: 2 clusters Score -2.727051e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111575 members 
Mstep: Class 2 contains 111812 members 
Entering Unmasked Estep 
Score: -27125934.000000 Penalty: 6109.063965
	Iteration 0F: 3 clusters Score -2.712593e+07 nChanged 107653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106980 members 
Mstep: Class 2 contains 116407 members 
Entering Unmasked Estep 
Score: -27189038.000000 Penalty: 6109.063965
	Iteration 1F: 3 clusters Score -2.718904e+07 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104348 members 
Mstep: Class 2 contains 119039 members 
Entering Unmasked Estep 
Score: -27190048.000000 Penalty: 6109.063965
	Iteration 2Q: 3 clusters Score -2.719005e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100240 members 
Mstep: Class 2 contains 123147 members 
Entering Unmasked Estep 
Score: -27191516.000000 Penalty: 6109.063965
	Iteration 3Q: 3 clusters Score -2.719152e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93946 members 
Mstep: Class 2 contains 129441 members 
Entering Unmasked Estep 
Score: -27193888.000000 Penalty: 6109.063965
	Iteration 4Q: 3 clusters Score -2.719389e+07 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 138754 members 
Entering Unmasked Estep 
Score: -27198488.000000 Penalty: 6109.063965
	Iteration 5Q: 3 clusters Score -2.719849e+07 nChanged 13791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 151955 members 
Entering Unmasked Estep 
Score: -27206422.000000 Penalty: 6109.063965
	Iteration 6F: 3 clusters Score -2.720642e+07 nChanged 17753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 169254 members 
Entering Unmasked Estep 
Score: -27220436.000000 Penalty: 6109.063965
	Iteration 7F: 3 clusters Score -2.722044e+07 nChanged 19856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 188720 members 
Entering Unmasked Estep 
Score: -27239396.000000 Penalty: 6109.063965
	Iteration 8F: 3 clusters Score -2.72394e+07 nChanged 17272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 205712 members 
Entering Unmasked Estep 
Score: -27255302.000000 Penalty: 6109.063965
	Iteration 9F: 3 clusters Score -2.72553e+07 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 215439 members 
Entering Unmasked Estep 
Score: -27263556.000000 Penalty: 6109.063965
	Iteration 10Q: 3 clusters Score -2.726356e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 219231 members 
Entering Unmasked Estep 
Score: -27266594.000000 Penalty: 6109.063965
	Iteration 11Q: 3 clusters Score -2.726659e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 220252 members 
Entering Unmasked Estep 
Score: -27267818.000000 Penalty: 6109.063965
	Iteration 12Q: 3 clusters Score -2.726782e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 220547 members 
Entering Unmasked Estep 
Score: -27268332.000000 Penalty: 6109.063965
	Iteration 13Q: 3 clusters Score -2.726833e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 220656 members 
Entering Unmasked Estep 
Score: -27268548.000000 Penalty: 6109.063965
	Iteration 14Q: 3 clusters Score -2.726855e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 220705 members 
Entering Unmasked Estep 
Score: -27268604.000000 Penalty: 6109.063965
	Iteration 15Q: 3 clusters Score -2.72686e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 220739 members 
Entering Unmasked Estep 
Score: -27268672.000000 Penalty: 6109.063965
	Iteration 16Q: 3 clusters Score -2.726867e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 220758 members 
Entering Unmasked Estep 
Score: -27268672.000000 Penalty: 6109.063965
	Iteration 17Q: 3 clusters Score -2.726867e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 220784 members 
Entering Unmasked Estep 
Score: -27268696.000000 Penalty: 6109.063965
	Iteration 18Q: 3 clusters Score -2.72687e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 220795 members 
Entering Unmasked Estep 
Score: -27268714.000000 Penalty: 6109.063965
	Iteration 19Q: 3 clusters Score -2.726871e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 220796 members 
Entering Unmasked Estep 
Score: -27268718.000000 Penalty: 6109.063965
	Iteration 20F: 3 clusters Score -2.726872e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 220792 members 
Entering Unmasked Estep 
Score: -27268720.000000 Penalty: 6109.063965
	Iteration 21Q: 3 clusters Score -2.726872e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 220781 members 
Entering Unmasked Estep 
Score: -27268752.000000 Penalty: 6109.063965
	Iteration 22Q: 3 clusters Score -2.726875e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 220781 members 
Entering Unmasked Estep 
Score: -27268740.000000 Penalty: 6109.063965
	Iteration 23Q: 3 clusters Score -2.726874e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 220775 members 
Entering Unmasked Estep 
Score: -27268732.000000 Penalty: 6109.063965
	Iteration 24Q: 3 clusters Score -2.726873e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 220781 members 
Entering Unmasked Estep 
Score: -27268760.000000 Penalty: 6109.063965
	Iteration 25Q: 3 clusters Score -2.726876e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 220782 members 
Entering Unmasked Estep 
Score: -27268744.000000 Penalty: 6109.063965
	Iteration 26Q: 3 clusters Score -2.726874e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 220784 members 
Entering Unmasked Estep 
Score: -27268734.000000 Penalty: 6109.063965
	Iteration 27Q: 3 clusters Score -2.726873e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 220795 members 
Entering Unmasked Estep 
Score: -27268736.000000 Penalty: 6109.063965
	Iteration 28Q: 3 clusters Score -2.726874e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 220797 members 
Entering Unmasked Estep 
Score: -27268728.000000 Penalty: 6109.063965
	Iteration 29Q: 3 clusters Score -2.726873e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 220788 members 
Entering Unmasked Estep 
Score: -27268756.000000 Penalty: 6109.063965
	Iteration 30Q: 3 clusters Score -2.726876e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 220780 members 
Entering Unmasked Estep 
Score: -27268724.000000 Penalty: 6109.063965
	Iteration 31Q: 3 clusters Score -2.726872e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 220774 members 
Entering Unmasked Estep 
Score: -27268758.000000 Penalty: 6109.063965
	Iteration 32Q: 3 clusters Score -2.726876e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 220770 members 
Entering Unmasked Estep 
Score: -27268744.000000 Penalty: 6109.063965
	Iteration 33Q: 3 clusters Score -2.726874e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 220766 members 
Entering Unmasked Estep 
Score: -27268732.000000 Penalty: 6109.063965
	Iteration 34Q: 3 clusters Score -2.726873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 220766 members 
Entering Unmasked Estep 
Score: -27268736.000000 Penalty: 6109.063965
	Iteration 35Q: 3 clusters Score -2.726874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 220763 members 
Entering Unmasked Estep 
Score: -27268732.000000 Penalty: 6109.063965
	Iteration 36Q: 3 clusters Score -2.726873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 220766 members 
Entering Unmasked Estep 
Score: -27268716.000000 Penalty: 6109.063965
	Iteration 37Q: 3 clusters Score -2.726872e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 220770 members 
Entering Unmasked Estep 
Score: -27268738.000000 Penalty: 6109.063965
	Iteration 38Q: 3 clusters Score -2.726874e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 220776 members 
Entering Unmasked Estep 
Score: -27268724.000000 Penalty: 6109.063965
	Iteration 39Q: 3 clusters Score -2.726872e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 220776 members 
Entering Unmasked Estep 
Score: -27268718.000000 Penalty: 6109.063965
	Iteration 40F: 3 clusters Score -2.726872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 220779 members 
Entering Unmasked Estep 
Score: -27268710.000000 Penalty: 6109.063965
	Iteration 41Q: 3 clusters Score -2.726871e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 220770 members 
Entering Unmasked Estep 
Score: -27268746.000000 Penalty: 6109.063965
	Iteration 42Q: 3 clusters Score -2.726875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 220771 members 
Entering Unmasked Estep 
Score: -27268732.000000 Penalty: 6109.063965
	Iteration 43Q: 3 clusters Score -2.726873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 220764 members 
Entering Unmasked Estep 
Score: -27268726.000000 Penalty: 6109.063965
	Iteration 44Q: 3 clusters Score -2.726873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 220760 members 
Entering Unmasked Estep 
Score: -27268718.000000 Penalty: 6109.063965
	Iteration 45Q: 3 clusters Score -2.726872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 220759 members 
Entering Unmasked Estep 
Score: -27268712.000000 Penalty: 6109.063965
	Iteration 46Q: 3 clusters Score -2.726871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 220762 members 
Entering Unmasked Estep 
Score: -27268714.000000 Penalty: 6109.063965
	Iteration 47Q: 3 clusters Score -2.726871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 220766 members 
Entering Unmasked Estep 
Score: -27268736.000000 Penalty: 6109.063965
	Iteration 48Q: 3 clusters Score -2.726874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 220766 members 
Entering Unmasked Estep 
Score: -27268730.000000 Penalty: 6109.063965
	Iteration 49Q: 3 clusters Score -2.726873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 220766 members 
Entering Unmasked Estep 
Score: -27268746.000000 Penalty: 6109.063965
	Iteration 50Q: 3 clusters Score -2.726875e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 220767 members 
Entering Unmasked Estep 
Score: -27268736.000000 Penalty: 6109.063965
	Iteration 51Q: 3 clusters Score -2.726874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 220767 members 
Entering Unmasked Estep 
Score: -27268728.000000 Penalty: 6109.063965
	Iteration 52Q: 3 clusters Score -2.726873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 220765 members 
Entering Unmasked Estep 
Score: -27268734.000000 Penalty: 6109.063965
	Iteration 53Q: 3 clusters Score -2.726873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 220764 members 
Entering Unmasked Estep 
Score: -27268736.000000 Penalty: 6109.063965
	Iteration 54Q: 3 clusters Score -2.726874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 220767 members 
Entering Unmasked Estep 
Score: -27268722.000000 Penalty: 6109.063965
	Iteration 55Q: 3 clusters Score -2.726872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 220768 members 
Entering Unmasked Estep 
Score: -27268714.000000 Penalty: 6109.063965
	Iteration 56Q: 3 clusters Score -2.726871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 220766 members 
Entering Unmasked Estep 
Score: -27268696.000000 Penalty: 6109.063965
	Iteration 57Q: 3 clusters Score -2.72687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 220762 members 
Entering Unmasked Estep 
Score: -27268726.000000 Penalty: 6109.063965
	Iteration 58Q: 3 clusters Score -2.726873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 220760 members 
Entering Unmasked Estep 
Score: -27268736.000000 Penalty: 6109.063965
	Iteration 59Q: 3 clusters Score -2.726874e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 220756 members 
Entering Unmasked Estep 
Score: -27268726.000000 Penalty: 6109.063965
	Iteration 60F: 3 clusters Score -2.726873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 220755 members 
Entering Unmasked Estep 
Score: -27268722.000000 Penalty: 6109.063965
	Iteration 61Q: 3 clusters Score -2.726872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 220757 members 
Entering Unmasked Estep 
Score: -27268726.000000 Penalty: 6109.063965
	Iteration 62Q: 3 clusters Score -2.726873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 220760 members 
Entering Unmasked Estep 
Score: -27268738.000000 Penalty: 6109.063965
	Iteration 63Q: 3 clusters Score -2.726874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 220757 members 
Entering Unmasked Estep 
Score: -27268732.000000 Penalty: 6109.063965
	Iteration 64Q: 3 clusters Score -2.726873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 220760 members 
Entering Unmasked Estep 
Score: -27268756.000000 Penalty: 6109.063965
	Iteration 65Q: 3 clusters Score -2.726876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 220759 members 
Entering Unmasked Estep 
Score: -27268756.000000 Penalty: 6109.063965
	Iteration 66Q: 3 clusters Score -2.726876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 220759 members 
Entering Unmasked Estep 
Score: -27268756.000000 Penalty: 6109.063965
	Iteration 67Q: 3 clusters Score -2.726876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 220757 members 
Entering Unmasked Estep 
Score: -27268742.000000 Penalty: 6109.063965
	Iteration 68Q: 3 clusters Score -2.726874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 220754 members 
Entering Unmasked Estep 
Score: -27268748.000000 Penalty: 6109.063965
	Iteration 69Q: 3 clusters Score -2.726875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 220751 members 
Entering Unmasked Estep 
Score: -27268744.000000 Penalty: 6109.063965
	Iteration 70Q: 3 clusters Score -2.726874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 220753 members 
Entering Unmasked Estep 
Score: -27268748.000000 Penalty: 6109.063965
	Iteration 71Q: 3 clusters Score -2.726875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 220760 members 
Entering Unmasked Estep 
Score: -27268726.000000 Penalty: 6109.063965
	Iteration 72Q: 3 clusters Score -2.726873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 220759 members 
Entering Unmasked Estep 
Score: -27268724.000000 Penalty: 6109.063965
	Iteration 73Q: 3 clusters Score -2.726872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 220759 members 
Entering Unmasked Estep 
Score: -27268726.000000 Penalty: 6109.063965
	Iteration 74Q: 3 clusters Score -2.726873e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 220759 members 
Entering Unmasked Estep 
Score: -27268716.000000 Penalty: 6109.063965
	Iteration 75Q: 3 clusters Score -2.726872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 220757 members 
Entering Unmasked Estep 
Score: -27268724.000000 Penalty: 6109.063965
	Iteration 76Q: 3 clusters Score -2.726872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 220756 members 
Entering Unmasked Estep 
Score: -27268732.000000 Penalty: 6109.063965
	Iteration 77Q: 3 clusters Score -2.726873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 220755 members 
Entering Unmasked Estep 
Score: -27268734.000000 Penalty: 6109.063965
	Iteration 78Q: 3 clusters Score -2.726873e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 220755 members 
Entering Unmasked Estep 
Score: -27268734.000000 Penalty: 6109.063965
	Iteration 79F: 3 clusters Score -2.726873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72871 members 
Entering Unmasked Estep 
Score: -8347793.500000 Penalty: 2776.718750
	Iteration 0F: 2 clusters Score -8347794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -8298923.500000 Penalty: 5553.437500
	Iteration 0F: 3 clusters Score -8298924 nChanged 34228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -8318646.500000 Penalty: 5553.437500
	Iteration 1F: 3 clusters Score -8318646 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -8319612.500000 Penalty: 5553.437500
	Iteration 2Q: 3 clusters Score -8319612 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -8320666.500000 Penalty: 5553.437500
	Iteration 3Q: 3 clusters Score -8320666 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -8321722.500000 Penalty: 5553.437500
	Iteration 4Q: 3 clusters Score -8321722 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -8322761.500000 Penalty: 5553.437500
	Iteration 5Q: 3 clusters Score -8322762 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -8323812.500000 Penalty: 5553.437500
	Iteration 6Q: 3 clusters Score -8323812 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -8324872.500000 Penalty: 5553.437500
	Iteration 7Q: 3 clusters Score -8324872 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -8325954.000000 Penalty: 5553.437500
	Iteration 8Q: 3 clusters Score -8325954 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -8327038.500000 Penalty: 5553.437500
	Iteration 9Q: 3 clusters Score -8327038 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -8328056.500000 Penalty: 5553.437500
	Iteration 10Q: 3 clusters Score -8328056 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -8329173.500000 Penalty: 5553.437500
	Iteration 11Q: 3 clusters Score -8329174 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -8330464.500000 Penalty: 5553.437500
	Iteration 12Q: 3 clusters Score -8330464 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -8331911.000000 Penalty: 5553.437500
	Iteration 13Q: 3 clusters Score -8331911 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -8333579.000000 Penalty: 5553.437500
	Iteration 14Q: 3 clusters Score -8333579 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54679 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -8335226.000000 Penalty: 5553.437500
	Iteration 15Q: 3 clusters Score -8335226 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -8336948.500000 Penalty: 5553.437500
	Iteration 16Q: 3 clusters Score -8336948 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59306 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -8338399.500000 Penalty: 5553.437500
	Iteration 17Q: 3 clusters Score -8338400 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61296 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -8339817.000000 Penalty: 5553.437500
	Iteration 18Q: 3 clusters Score -8339817 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -8341200.000000 Penalty: 5553.437500
	Iteration 19Q: 3 clusters Score -8341200 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64424 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -8342390.000000 Penalty: 5553.437500
	Iteration 20F: 3 clusters Score -8342390 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65580 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -8343307.000000 Penalty: 5553.437500
	Iteration 21Q: 3 clusters Score -8343307 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66556 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -8344081.000000 Penalty: 5553.437500
	Iteration 22Q: 3 clusters Score -8344081 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -8344722.500000 Penalty: 5553.437500
	Iteration 23Q: 3 clusters Score -8344722 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67962 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -8345263.000000 Penalty: 5553.437500
	Iteration 24Q: 3 clusters Score -8345263 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68470 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -8345705.000000 Penalty: 5553.437500
	Iteration 25Q: 3 clusters Score -8345705 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68863 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -8346140.500000 Penalty: 5553.437500
	Iteration 26Q: 3 clusters Score -8346140 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69153 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -8346534.000000 Penalty: 5553.437500
	Iteration 27Q: 3 clusters Score -8346534 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69332 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -8346783.500000 Penalty: 5553.437500
	Iteration 28Q: 3 clusters Score -8346784 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69449 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -8346931.000000 Penalty: 5553.437500
	Iteration 29Q: 3 clusters Score -8346931 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69537 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -8346995.000000 Penalty: 5553.437500
	Iteration 30Q: 3 clusters Score -8346995 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69621 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -8347019.000000 Penalty: 5553.437500
	Iteration 31Q: 3 clusters Score -8347019 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69691 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -8347037.500000 Penalty: 5553.437500
	Iteration 32Q: 3 clusters Score -8347038 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69750 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -8347073.000000 Penalty: 5553.437500
	Iteration 33Q: 3 clusters Score -8347073 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -8347083.500000 Penalty: 5553.437500
	Iteration 34Q: 3 clusters Score -8347084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69816 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -8347083.500000 Penalty: 5553.437500
	Iteration 35Q: 3 clusters Score -8347084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69837 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -8347086.500000 Penalty: 5553.437500
	Iteration 36Q: 3 clusters Score -8347086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69857 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -8347103.000000 Penalty: 5553.437500
	Iteration 37Q: 3 clusters Score -8347103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69871 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -8347113.500000 Penalty: 5553.437500
	Iteration 38Q: 3 clusters Score -8347114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69876 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -8347121.500000 Penalty: 5553.437500
	Iteration 39Q: 3 clusters Score -8347122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69881 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -8347120.000000 Penalty: 5553.437500
	Iteration 40F: 3 clusters Score -8347120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69881 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -8347126.000000 Penalty: 5553.437500
	Iteration 41Q: 3 clusters Score -8347126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -8347136.000000 Penalty: 5553.437500
	Iteration 42Q: 3 clusters Score -8347136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69883 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -8347137.500000 Penalty: 5553.437500
	Iteration 43Q: 3 clusters Score -8347138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69886 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -8347131.000000 Penalty: 5553.437500
	Iteration 44Q: 3 clusters Score -8347131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69887 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -8347130.500000 Penalty: 5553.437500
	Iteration 45Q: 3 clusters Score -8347130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69889 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -8347132.000000 Penalty: 5553.437500
	Iteration 46Q: 3 clusters Score -8347132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69892 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -8347129.500000 Penalty: 5553.437500
	Iteration 47Q: 3 clusters Score -8347130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -8347126.000000 Penalty: 5553.437500
	Iteration 48Q: 3 clusters Score -8347126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69896 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -8347136.000000 Penalty: 5553.437500
	Iteration 49Q: 3 clusters Score -8347136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69899 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -8347129.000000 Penalty: 5553.437500
	Iteration 50Q: 3 clusters Score -8347129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -8347129.500000 Penalty: 5553.437500
	Iteration 51Q: 3 clusters Score -8347130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69901 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -8347129.500000 Penalty: 5553.437500
	Iteration 52F: 3 clusters Score -8347130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -94226.289062 Penalty: 1698.831299
	Iteration 0F: 2 clusters Score -94226.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -92496.789062 Penalty: 3397.662598
	Iteration 0F: 3 clusters Score -92496.79 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -93425.609375 Penalty: 3397.662598
	Iteration 1F: 3 clusters Score -93425.61 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -94458.375000 Penalty: 3397.662598
	Iteration 2F: 3 clusters Score -94458.38 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -95480.187500 Penalty: 3397.662598
	Iteration 3F: 3 clusters Score -95480.19 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -96428.117188 Penalty: 3397.662598
	Iteration 4F: 3 clusters Score -96428.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -96980.093750 Penalty: 3397.662598
	Iteration 5Q: 3 clusters Score -96980.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -97005.914062 Penalty: 3397.662598
	Iteration 6Q: 3 clusters Score -97005.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -97028.351562 Penalty: 3397.662598
	Iteration 7Q: 3 clusters Score -97028.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -97074.101562 Penalty: 3397.662598
	Iteration 8Q: 3 clusters Score -97074.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -97098.000000 Penalty: 3397.662598
	Iteration 9Q: 3 clusters Score -97098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -97130.804688 Penalty: 3397.662598
	Iteration 10Q: 3 clusters Score -97130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -97148.468750 Penalty: 3397.662598
	Iteration 11Q: 3 clusters Score -97148.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -97194.882812 Penalty: 3397.662598
	Iteration 12Q: 3 clusters Score -97194.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -97209.976562 Penalty: 3397.662598
	Iteration 13Q: 3 clusters Score -97209.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -97219.914062 Penalty: 3397.662598
	Iteration 14Q: 3 clusters Score -97219.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -97227.203125 Penalty: 3397.662598
	Iteration 15Q: 3 clusters Score -97227.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -97227.203125 Penalty: 3397.662598
	Iteration 16F: 3 clusters Score -97227.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 60629 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 23670 members 
Mstep: Class 5 contains 12484 members 
Mstep: Class 6 contains 186081 members 
Mstep: Class 7 contains 3304 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 5241 members 
Mstep: Class 11 contains 223387 members 
Mstep: Class 12 contains 72871 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 170341 members 
Mstep: Class 16 contains 2856 members 
Mstep: Class 17 contains 33049 members 
Mstep: Class 18 contains 3835 members 
Mstep: Class 19 contains 225840 members 
Mstep: Class 20 contains 8166 members 
Mstep: Class 21 contains 33061 members 
Mstep: Class 22 contains 64228 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 42012 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 611 members 
Entering Unmasked Estep 
Score: -148010784.000000 Penalty: 100940.453125
Splitting cluster 13 changes total score from -148009184.000000 to -148010784.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (5059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Entering Unmasked Estep 
Score: -559017.625000 Penalty: 2115.173096
	Iteration 0F: 2 clusters Score -559017.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -554515.687500 Penalty: 4230.346191
	Iteration 0F: 3 clusters Score -554515.7 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -555817.000000 Penalty: 4230.346191
	Iteration 1F: 3 clusters Score -555817 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -556269.687500 Penalty: 4230.346191
	Iteration 2F: 3 clusters Score -556269.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -556592.187500 Penalty: 4230.346191
	Iteration 3F: 3 clusters Score -556592.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -556826.312500 Penalty: 4230.346191
	Iteration 4F: 3 clusters Score -556826.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -557017.375000 Penalty: 4230.346191
	Iteration 5Q: 3 clusters Score -557017.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -557186.687500 Penalty: 4230.346191
	Iteration 6Q: 3 clusters Score -557186.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -557332.375000 Penalty: 4230.346191
	Iteration 7Q: 3 clusters Score -557332.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -557495.750000 Penalty: 4230.346191
	Iteration 8Q: 3 clusters Score -557495.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -557633.625000 Penalty: 4230.346191
	Iteration 9Q: 3 clusters Score -557633.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -557761.875000 Penalty: 4230.346191
	Iteration 10Q: 3 clusters Score -557761.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -557902.312500 Penalty: 4230.346191
	Iteration 11Q: 3 clusters Score -557902.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -557987.437500 Penalty: 4230.346191
	Iteration 12Q: 3 clusters Score -557987.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -558040.750000 Penalty: 4230.346191
	Iteration 13Q: 3 clusters Score -558040.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -558086.500000 Penalty: 4230.346191
	Iteration 14Q: 3 clusters Score -558086.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -558127.875000 Penalty: 4230.346191
	Iteration 15Q: 3 clusters Score -558127.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -558156.312500 Penalty: 4230.346191
	Iteration 16Q: 3 clusters Score -558156.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -558186.625000 Penalty: 4230.346191
	Iteration 17Q: 3 clusters Score -558186.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -558217.250000 Penalty: 4230.346191
	Iteration 18Q: 3 clusters Score -558217.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -558251.375000 Penalty: 4230.346191
	Iteration 19Q: 3 clusters Score -558251.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -558289.750000 Penalty: 4230.346191
	Iteration 20F: 3 clusters Score -558289.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -558320.687500 Penalty: 4230.346191
	Iteration 21Q: 3 clusters Score -558320.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -558349.125000 Penalty: 4230.346191
	Iteration 22Q: 3 clusters Score -558349.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -558381.812500 Penalty: 4230.346191
	Iteration 23Q: 3 clusters Score -558381.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -558418.437500 Penalty: 4230.346191
	Iteration 24Q: 3 clusters Score -558418.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -558448.312500 Penalty: 4230.346191
	Iteration 25Q: 3 clusters Score -558448.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -558476.875000 Penalty: 4230.346191
	Iteration 26Q: 3 clusters Score -558476.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -558496.437500 Penalty: 4230.346191
	Iteration 27Q: 3 clusters Score -558496.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -558510.562500 Penalty: 4230.346191
	Iteration 28Q: 3 clusters Score -558510.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -558521.250000 Penalty: 4230.346191
	Iteration 29Q: 3 clusters Score -558521.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -558529.000000 Penalty: 4230.346191
	Iteration 30Q: 3 clusters Score -558529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -558540.375000 Penalty: 4230.346191
	Iteration 31Q: 3 clusters Score -558540.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -558550.312500 Penalty: 4230.346191
	Iteration 32Q: 3 clusters Score -558550.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -558565.625000 Penalty: 4230.346191
	Iteration 33Q: 3 clusters Score -558565.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -558572.187500 Penalty: 4230.346191
	Iteration 34Q: 3 clusters Score -558572.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -558575.625000 Penalty: 4230.346191
	Iteration 35Q: 3 clusters Score -558575.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -558578.125000 Penalty: 4230.346191
	Iteration 36Q: 3 clusters Score -558578.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -558581.312500 Penalty: 4230.346191
	Iteration 37Q: 3 clusters Score -558581.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -558583.000000 Penalty: 4230.346191
	Iteration 38Q: 3 clusters Score -558583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -558583.437500 Penalty: 4230.346191
	Iteration 39Q: 3 clusters Score -558583.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -558586.625000 Penalty: 4230.346191
	Iteration 40F: 3 clusters Score -558586.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -558588.875000 Penalty: 4230.346191
	Iteration 41Q: 3 clusters Score -558588.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -558590.312500 Penalty: 4230.346191
	Iteration 42Q: 3 clusters Score -558590.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -558592.875000 Penalty: 4230.346191
	Iteration 43Q: 3 clusters Score -558592.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -558596.812500 Penalty: 4230.346191
	Iteration 44Q: 3 clusters Score -558596.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -558600.437500 Penalty: 4230.346191
	Iteration 45Q: 3 clusters Score -558600.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -558601.750000 Penalty: 4230.346191
	Iteration 46Q: 3 clusters Score -558601.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -558603.750000 Penalty: 4230.346191
	Iteration 47Q: 3 clusters Score -558603.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -558603.500000 Penalty: 4230.346191
	Iteration 48Q: 3 clusters Score -558603.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -558604.750000 Penalty: 4230.346191
	Iteration 49Q: 3 clusters Score -558604.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -558605.750000 Penalty: 4230.346191
	Iteration 50Q: 3 clusters Score -558605.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -558606.875000 Penalty: 4230.346191
	Iteration 51Q: 3 clusters Score -558606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -558607.187500 Penalty: 4230.346191
	Iteration 52Q: 3 clusters Score -558607.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -558606.937500 Penalty: 4230.346191
	Iteration 53Q: 3 clusters Score -558606.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -558607.625000 Penalty: 4230.346191
	Iteration 54Q: 3 clusters Score -558607.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -558607.625000 Penalty: 4230.346191
	Iteration 55F: 3 clusters Score -558607.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (170341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170341 members 
Entering Unmasked Estep 
Score: -20755390.000000 Penalty: 2987.298340
	Iteration 0F: 2 clusters Score -2.075539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85489 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -20642390.000000 Penalty: 5974.596680
	Iteration 0F: 3 clusters Score -2.064239e+07 nChanged 81295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90158 members 
Mstep: Class 2 contains 80183 members 
Entering Unmasked Estep 
Score: -20689976.000000 Penalty: 5974.596680
	Iteration 1F: 3 clusters Score -2.068998e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93021 members 
Mstep: Class 2 contains 77320 members 
Entering Unmasked Estep 
Score: -20691758.000000 Penalty: 5974.596680
	Iteration 2Q: 3 clusters Score -2.069176e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97397 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -20694226.000000 Penalty: 5974.596680
	Iteration 3Q: 3 clusters Score -2.069423e+07 nChanged 8525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104080 members 
Mstep: Class 2 contains 66261 members 
Entering Unmasked Estep 
Score: -20698744.000000 Penalty: 5974.596680
	Iteration 4F: 3 clusters Score -2.069874e+07 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113239 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -20705448.000000 Penalty: 5974.596680
	Iteration 5F: 3 clusters Score -2.070545e+07 nChanged 12466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124703 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -20715396.000000 Penalty: 5974.596680
	Iteration 6F: 3 clusters Score -2.07154e+07 nChanged 12632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136689 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -20726500.000000 Penalty: 5974.596680
	Iteration 7F: 3 clusters Score -2.07265e+07 nChanged 10344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146527 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -20736156.000000 Penalty: 5974.596680
	Iteration 8F: 3 clusters Score -2.073616e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153117 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -20742962.000000 Penalty: 5974.596680
	Iteration 9Q: 3 clusters Score -2.074296e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157055 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -20746988.000000 Penalty: 5974.596680
	Iteration 10Q: 3 clusters Score -2.074699e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159378 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -20748998.000000 Penalty: 5974.596680
	Iteration 11Q: 3 clusters Score -2.0749e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160940 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -20750010.000000 Penalty: 5974.596680
	Iteration 12Q: 3 clusters Score -2.075001e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162135 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -20750774.000000 Penalty: 5974.596680
	Iteration 13Q: 3 clusters Score -2.075077e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163076 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -20751426.000000 Penalty: 5974.596680
	Iteration 14Q: 3 clusters Score -2.075143e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163811 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -20751838.000000 Penalty: 5974.596680
	Iteration 15Q: 3 clusters Score -2.075184e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164422 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -20752042.000000 Penalty: 5974.596680
	Iteration 16Q: 3 clusters Score -2.075204e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164892 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -20752306.000000 Penalty: 5974.596680
	Iteration 17Q: 3 clusters Score -2.075231e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165256 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -20752446.000000 Penalty: 5974.596680
	Iteration 18Q: 3 clusters Score -2.075245e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165602 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -20752578.000000 Penalty: 5974.596680
	Iteration 19Q: 3 clusters Score -2.075258e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165889 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -20752686.000000 Penalty: 5974.596680
	Iteration 20F: 3 clusters Score -2.075269e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166142 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -20752776.000000 Penalty: 5974.596680
	Iteration 21Q: 3 clusters Score -2.075278e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166348 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -20752842.000000 Penalty: 5974.596680
	Iteration 22Q: 3 clusters Score -2.075284e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166526 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -20752904.000000 Penalty: 5974.596680
	Iteration 23Q: 3 clusters Score -2.07529e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166656 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -20752936.000000 Penalty: 5974.596680
	Iteration 24Q: 3 clusters Score -2.075294e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166753 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -20752970.000000 Penalty: 5974.596680
	Iteration 25Q: 3 clusters Score -2.075297e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166830 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -20752994.000000 Penalty: 5974.596680
	Iteration 26Q: 3 clusters Score -2.075299e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166894 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -20752986.000000 Penalty: 5974.596680
	Iteration 27Q: 3 clusters Score -2.075299e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166930 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -20753006.000000 Penalty: 5974.596680
	Iteration 28Q: 3 clusters Score -2.075301e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166958 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -20753024.000000 Penalty: 5974.596680
	Iteration 29Q: 3 clusters Score -2.075302e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166990 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -20753024.000000 Penalty: 5974.596680
	Iteration 30Q: 3 clusters Score -2.075302e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167022 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -20753022.000000 Penalty: 5974.596680
	Iteration 31Q: 3 clusters Score -2.075302e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167044 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -20753022.000000 Penalty: 5974.596680
	Iteration 32Q: 3 clusters Score -2.075302e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167070 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -20753036.000000 Penalty: 5974.596680
	Iteration 33Q: 3 clusters Score -2.075304e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167088 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -20753042.000000 Penalty: 5974.596680
	Iteration 34Q: 3 clusters Score -2.075304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167101 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -20753036.000000 Penalty: 5974.596680
	Iteration 35Q: 3 clusters Score -2.075304e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167120 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -20753028.000000 Penalty: 5974.596680
	Iteration 36Q: 3 clusters Score -2.075303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167124 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -20753034.000000 Penalty: 5974.596680
	Iteration 37Q: 3 clusters Score -2.075303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167127 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -20753022.000000 Penalty: 5974.596680
	Iteration 38Q: 3 clusters Score -2.075302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167129 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -20753028.000000 Penalty: 5974.596680
	Iteration 39Q: 3 clusters Score -2.075303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167130 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -20753036.000000 Penalty: 5974.596680
	Iteration 40F: 3 clusters Score -2.075304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167135 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -20753038.000000 Penalty: 5974.596680
	Iteration 41Q: 3 clusters Score -2.075304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167139 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -20753048.000000 Penalty: 5974.596680
	Iteration 42Q: 3 clusters Score -2.075305e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167144 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -20753042.000000 Penalty: 5974.596680
	Iteration 43Q: 3 clusters Score -2.075304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167148 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -20753040.000000 Penalty: 5974.596680
	Iteration 44Q: 3 clusters Score -2.075304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167153 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -20753044.000000 Penalty: 5974.596680
	Iteration 45Q: 3 clusters Score -2.075304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167158 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -20753046.000000 Penalty: 5974.596680
	Iteration 46Q: 3 clusters Score -2.075305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167160 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -20753056.000000 Penalty: 5974.596680
	Iteration 47Q: 3 clusters Score -2.075306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167162 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -20753052.000000 Penalty: 5974.596680
	Iteration 48Q: 3 clusters Score -2.075305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167166 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -20753050.000000 Penalty: 5974.596680
	Iteration 49Q: 3 clusters Score -2.075305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167172 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -20753060.000000 Penalty: 5974.596680
	Iteration 50Q: 3 clusters Score -2.075306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167176 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -20753064.000000 Penalty: 5974.596680
	Iteration 51Q: 3 clusters Score -2.075306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167179 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -20753066.000000 Penalty: 5974.596680
	Iteration 52Q: 3 clusters Score -2.075307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167181 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -20753066.000000 Penalty: 5974.596680
	Iteration 53Q: 3 clusters Score -2.075307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167185 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -20753060.000000 Penalty: 5974.596680
	Iteration 54Q: 3 clusters Score -2.075306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167188 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -20753060.000000 Penalty: 5974.596680
	Iteration 55Q: 3 clusters Score -2.075306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167192 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -20753056.000000 Penalty: 5974.596680
	Iteration 56Q: 3 clusters Score -2.075306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167195 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -20753062.000000 Penalty: 5974.596680
	Iteration 57Q: 3 clusters Score -2.075306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167195 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -20753062.000000 Penalty: 5974.596680
	Iteration 58F: 3 clusters Score -2.075306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Entering Unmasked Estep 
Score: -341762.906250 Penalty: 1973.379883
	Iteration 0F: 2 clusters Score -341762.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -338618.718750 Penalty: 3946.759766
	Iteration 0F: 3 clusters Score -338618.7 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -339487.250000 Penalty: 3946.759766
	Iteration 1F: 3 clusters Score -339487.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -340338.875000 Penalty: 3946.759766
	Iteration 2F: 3 clusters Score -340338.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -342153.187500 Penalty: 3946.759766
	Iteration 3F: 3 clusters Score -342153.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -344385.406250 Penalty: 3946.759766
	Iteration 4F: 3 clusters Score -344385.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -345944.562500 Penalty: 3946.759766
	Iteration 5Q: 3 clusters Score -345944.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -346002.031250 Penalty: 3946.759766
	Iteration 6Q: 3 clusters Score -346002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -346004.968750 Penalty: 3946.759766
	Iteration 7Q: 3 clusters Score -346005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -346004.968750 Penalty: 3946.759766
	Iteration 8F: 3 clusters Score -346005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 60629 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 23670 members 
Mstep: Class 5 contains 12484 members 
Mstep: Class 6 contains 186081 members 
Mstep: Class 7 contains 3304 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 5241 members 
Mstep: Class 11 contains 223387 members 
Mstep: Class 12 contains 72871 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 170341 members 
Mstep: Class 16 contains 1209 members 
Mstep: Class 17 contains 33049 members 
Mstep: Class 18 contains 3835 members 
Mstep: Class 19 contains 225840 members 
Mstep: Class 20 contains 8166 members 
Mstep: Class 21 contains 33061 members 
Mstep: Class 22 contains 64228 members 
Mstep: Class 23 contains 721 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 42012 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 611 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
Score: -148012944.000000 Penalty: 104421.156250
Splitting cluster 16 changes total score from -148009184.000000 to -148012944.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (33049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Entering Unmasked Estep 
Score: -3963869.250000 Penalty: 2580.625000
	Iteration 0F: 2 clusters Score -3963869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3941269.500000 Penalty: 5161.250000
	Iteration 0F: 3 clusters Score -3941270 nChanged 15046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -3949420.750000 Penalty: 5161.250000
	Iteration 1F: 3 clusters Score -3949421 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3950045.500000 Penalty: 5161.250000
	Iteration 2Q: 3 clusters Score -3950046 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -3950649.000000 Penalty: 5161.250000
	Iteration 3Q: 3 clusters Score -3950649 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -3951285.500000 Penalty: 5161.250000
	Iteration 4Q: 3 clusters Score -3951286 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -3952102.000000 Penalty: 5161.250000
	Iteration 5Q: 3 clusters Score -3952102 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -3953134.750000 Penalty: 5161.250000
	Iteration 6F: 3 clusters Score -3953135 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -3954501.000000 Penalty: 5161.250000
	Iteration 7F: 3 clusters Score -3954501 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -3956166.500000 Penalty: 5161.250000
	Iteration 8F: 3 clusters Score -3956166 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -3957611.000000 Penalty: 5161.250000
	Iteration 9F: 3 clusters Score -3957611 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3958581.750000 Penalty: 5161.250000
	Iteration 10Q: 3 clusters Score -3958582 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -3959201.500000 Penalty: 5161.250000
	Iteration 11Q: 3 clusters Score -3959202 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3959645.500000 Penalty: 5161.250000
	Iteration 12Q: 3 clusters Score -3959646 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -3960033.750000 Penalty: 5161.250000
	Iteration 13Q: 3 clusters Score -3960034 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -3960375.500000 Penalty: 5161.250000
	Iteration 14Q: 3 clusters Score -3960376 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -3960724.000000 Penalty: 5161.250000
	Iteration 15Q: 3 clusters Score -3960724 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -3960941.250000 Penalty: 5161.250000
	Iteration 16Q: 3 clusters Score -3960941 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3961082.750000 Penalty: 5161.250000
	Iteration 17Q: 3 clusters Score -3961083 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3961240.000000 Penalty: 5161.250000
	Iteration 18Q: 3 clusters Score -3961240 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -3961337.750000 Penalty: 5161.250000
	Iteration 19Q: 3 clusters Score -3961338 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -3961442.750000 Penalty: 5161.250000
	Iteration 20F: 3 clusters Score -3961443 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -3961554.500000 Penalty: 5161.250000
	Iteration 21Q: 3 clusters Score -3961554 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -3961650.000000 Penalty: 5161.250000
	Iteration 22Q: 3 clusters Score -3961650 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -3961760.750000 Penalty: 5161.250000
	Iteration 23Q: 3 clusters Score -3961761 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -3961839.750000 Penalty: 5161.250000
	Iteration 24Q: 3 clusters Score -3961840 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -3961906.750000 Penalty: 5161.250000
	Iteration 25Q: 3 clusters Score -3961907 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -3961985.250000 Penalty: 5161.250000
	Iteration 26Q: 3 clusters Score -3961985 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -3962073.750000 Penalty: 5161.250000
	Iteration 27Q: 3 clusters Score -3962074 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -3962169.750000 Penalty: 5161.250000
	Iteration 28Q: 3 clusters Score -3962170 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -3962280.250000 Penalty: 5161.250000
	Iteration 29Q: 3 clusters Score -3962280 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -3962387.000000 Penalty: 5161.250000
	Iteration 30Q: 3 clusters Score -3962387 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -3962521.500000 Penalty: 5161.250000
	Iteration 31Q: 3 clusters Score -3962522 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -3962593.500000 Penalty: 5161.250000
	Iteration 32Q: 3 clusters Score -3962594 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -3962645.750000 Penalty: 5161.250000
	Iteration 33Q: 3 clusters Score -3962646 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -3962688.000000 Penalty: 5161.250000
	Iteration 34Q: 3 clusters Score -3962688 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -3962708.000000 Penalty: 5161.250000
	Iteration 35Q: 3 clusters Score -3962708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -3962732.000000 Penalty: 5161.250000
	Iteration 36Q: 3 clusters Score -3962732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -3962728.000000 Penalty: 5161.250000
	Iteration 37Q: 3 clusters Score -3962728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -3962738.250000 Penalty: 5161.250000
	Iteration 38Q: 3 clusters Score -3962738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -3962738.500000 Penalty: 5161.250000
	Iteration 39Q: 3 clusters Score -3962738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -3962752.750000 Penalty: 5161.250000
	Iteration 40F: 3 clusters Score -3962753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -3962758.750000 Penalty: 5161.250000
	Iteration 41Q: 3 clusters Score -3962759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -3962762.250000 Penalty: 5161.250000
	Iteration 42Q: 3 clusters Score -3962762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -3962770.500000 Penalty: 5161.250000
	Iteration 43Q: 3 clusters Score -3962770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -3962776.000000 Penalty: 5161.250000
	Iteration 44Q: 3 clusters Score -3962776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -3962780.500000 Penalty: 5161.250000
	Iteration 45Q: 3 clusters Score -3962780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -3962780.750000 Penalty: 5161.250000
	Iteration 46Q: 3 clusters Score -3962781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -3962784.000000 Penalty: 5161.250000
	Iteration 47Q: 3 clusters Score -3962784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -3962783.750000 Penalty: 5161.250000
	Iteration 48Q: 3 clusters Score -3962784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -3962784.750000 Penalty: 5161.250000
	Iteration 49Q: 3 clusters Score -3962785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -3962786.750000 Penalty: 5161.250000
	Iteration 50Q: 3 clusters Score -3962787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -3962785.500000 Penalty: 5161.250000
	Iteration 51Q: 3 clusters Score -3962786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -3962788.250000 Penalty: 5161.250000
	Iteration 52Q: 3 clusters Score -3962788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -3962791.500000 Penalty: 5161.250000
	Iteration 53Q: 3 clusters Score -3962792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -3962788.500000 Penalty: 5161.250000
	Iteration 54Q: 3 clusters Score -3962788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -3962788.500000 Penalty: 5161.250000
	Iteration 55Q: 3 clusters Score -3962788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -3962791.500000 Penalty: 5161.250000
	Iteration 56Q: 3 clusters Score -3962792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -3962794.750000 Penalty: 5161.250000
	Iteration 57Q: 3 clusters Score -3962795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -3962803.750000 Penalty: 5161.250000
	Iteration 58Q: 3 clusters Score -3962804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -3962803.750000 Penalty: 5161.250000
	Iteration 59F: 3 clusters Score -3962804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Entering Unmasked Estep 
Score: -444352.656250 Penalty: 2046.477295
	Iteration 0F: 2 clusters Score -444352.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -440611.156250 Penalty: 4092.954590
	Iteration 0F: 3 clusters Score -440611.2 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -441799.000000 Penalty: 4092.954590
	Iteration 1F: 3 clusters Score -441799 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -442301.187500 Penalty: 4092.954590
	Iteration 2F: 3 clusters Score -442301.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -442751.343750 Penalty: 4092.954590
	Iteration 3F: 3 clusters Score -442751.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -443150.500000 Penalty: 4092.954590
	Iteration 4F: 3 clusters Score -443150.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -443413.593750 Penalty: 4092.954590
	Iteration 5F: 3 clusters Score -443413.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -443566.468750 Penalty: 4092.954590
	Iteration 6Q: 3 clusters Score -443566.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -443656.781250 Penalty: 4092.954590
	Iteration 7Q: 3 clusters Score -443656.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -443706.656250 Penalty: 4092.954590
	Iteration 8Q: 3 clusters Score -443706.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -443737.906250 Penalty: 4092.954590
	Iteration 9Q: 3 clusters Score -443737.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -443759.375000 Penalty: 4092.954590
	Iteration 10Q: 3 clusters Score -443759.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -443775.406250 Penalty: 4092.954590
	Iteration 11Q: 3 clusters Score -443775.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -443786.375000 Penalty: 4092.954590
	Iteration 12Q: 3 clusters Score -443786.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -443792.312500 Penalty: 4092.954590
	Iteration 13Q: 3 clusters Score -443792.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -443798.687500 Penalty: 4092.954590
	Iteration 14Q: 3 clusters Score -443798.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -443803.968750 Penalty: 4092.954590
	Iteration 15Q: 3 clusters Score -443804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -443810.906250 Penalty: 4092.954590
	Iteration 16Q: 3 clusters Score -443810.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -443816.687500 Penalty: 4092.954590
	Iteration 17Q: 3 clusters Score -443816.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -443819.125000 Penalty: 4092.954590
	Iteration 18Q: 3 clusters Score -443819.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -443821.281250 Penalty: 4092.954590
	Iteration 19Q: 3 clusters Score -443821.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -443824.093750 Penalty: 4092.954590
	Iteration 20F: 3 clusters Score -443824.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -443825.000000 Penalty: 4092.954590
	Iteration 21Q: 3 clusters Score -443825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -443824.687500 Penalty: 4092.954590
	Iteration 22Q: 3 clusters Score -443824.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -443824.687500 Penalty: 4092.954590
	Iteration 23F: 3 clusters Score -443824.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (225840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225840 members 
Entering Unmasked Estep 
Score: -27779718.000000 Penalty: 3057.240479
	Iteration 0F: 2 clusters Score -2.777972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112976 members 
Mstep: Class 2 contains 112864 members 
Entering Unmasked Estep 
Score: -27633712.000000 Penalty: 6114.480957
	Iteration 0F: 3 clusters Score -2.763371e+07 nChanged 108831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113343 members 
Mstep: Class 2 contains 112497 members 
Entering Unmasked Estep 
Score: -27697624.000000 Penalty: 6114.480957
	Iteration 1F: 3 clusters Score -2.769762e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113396 members 
Mstep: Class 2 contains 112444 members 
Entering Unmasked Estep 
Score: -27698676.000000 Penalty: 6114.480957
	Iteration 2Q: 3 clusters Score -2.769868e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113541 members 
Mstep: Class 2 contains 112299 members 
Entering Unmasked Estep 
Score: -27699878.000000 Penalty: 6114.480957
	Iteration 3Q: 3 clusters Score -2.769988e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113893 members 
Mstep: Class 2 contains 111947 members 
Entering Unmasked Estep 
Score: -27701474.000000 Penalty: 6114.480957
	Iteration 4Q: 3 clusters Score -2.770147e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114530 members 
Mstep: Class 2 contains 111310 members 
Entering Unmasked Estep 
Score: -27703086.000000 Penalty: 6114.480957
	Iteration 5Q: 3 clusters Score -2.770309e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115760 members 
Mstep: Class 2 contains 110080 members 
Entering Unmasked Estep 
Score: -27705070.000000 Penalty: 6114.480957
	Iteration 6Q: 3 clusters Score -2.770507e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117732 members 
Mstep: Class 2 contains 108108 members 
Entering Unmasked Estep 
Score: -27707506.000000 Penalty: 6114.480957
	Iteration 7Q: 3 clusters Score -2.770751e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120952 members 
Mstep: Class 2 contains 104888 members 
Entering Unmasked Estep 
Score: -27710582.000000 Penalty: 6114.480957
	Iteration 8Q: 3 clusters Score -2.771058e+07 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125730 members 
Mstep: Class 2 contains 100110 members 
Entering Unmasked Estep 
Score: -27714880.000000 Penalty: 6114.480957
	Iteration 9Q: 3 clusters Score -2.771488e+07 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132303 members 
Mstep: Class 2 contains 93537 members 
Entering Unmasked Estep 
Score: -27720840.000000 Penalty: 6114.480957
	Iteration 10F: 3 clusters Score -2.772084e+07 nChanged 12861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140550 members 
Mstep: Class 2 contains 85290 members 
Entering Unmasked Estep 
Score: -27729288.000000 Penalty: 6114.480957
	Iteration 11F: 3 clusters Score -2.772929e+07 nChanged 13532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149420 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -27738732.000000 Penalty: 6114.480957
	Iteration 12F: 3 clusters Score -2.773873e+07 nChanged 12681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157219 members 
Mstep: Class 2 contains 68621 members 
Entering Unmasked Estep 
Score: -27747024.000000 Penalty: 6114.480957
	Iteration 13F: 3 clusters Score -2.774702e+07 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163298 members 
Mstep: Class 2 contains 62542 members 
Entering Unmasked Estep 
Score: -27752556.000000 Penalty: 6114.480957
	Iteration 14Q: 3 clusters Score -2.775256e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168201 members 
Mstep: Class 2 contains 57639 members 
Entering Unmasked Estep 
Score: -27755830.000000 Penalty: 6114.480957
	Iteration 15Q: 3 clusters Score -2.775583e+07 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172436 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -27758128.000000 Penalty: 6114.480957
	Iteration 16Q: 3 clusters Score -2.775813e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176621 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -27759756.000000 Penalty: 6114.480957
	Iteration 17Q: 3 clusters Score -2.775976e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180896 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -27761516.000000 Penalty: 6114.480957
	Iteration 18Q: 3 clusters Score -2.776152e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185160 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -27762988.000000 Penalty: 6114.480957
	Iteration 19Q: 3 clusters Score -2.776299e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189401 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -27764508.000000 Penalty: 6114.480957
	Iteration 20F: 3 clusters Score -2.776451e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193493 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -27766216.000000 Penalty: 6114.480957
	Iteration 21Q: 3 clusters Score -2.776622e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197432 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -27767616.000000 Penalty: 6114.480957
	Iteration 22Q: 3 clusters Score -2.776762e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201259 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -27769156.000000 Penalty: 6114.480957
	Iteration 23Q: 3 clusters Score -2.776916e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204768 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -27770712.000000 Penalty: 6114.480957
	Iteration 24Q: 3 clusters Score -2.777071e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208017 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -27771960.000000 Penalty: 6114.480957
	Iteration 25Q: 3 clusters Score -2.777196e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210909 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -27772858.000000 Penalty: 6114.480957
	Iteration 26Q: 3 clusters Score -2.777286e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213418 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -27773808.000000 Penalty: 6114.480957
	Iteration 27Q: 3 clusters Score -2.777381e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215501 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -27774724.000000 Penalty: 6114.480957
	Iteration 28Q: 3 clusters Score -2.777472e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217254 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -27775402.000000 Penalty: 6114.480957
	Iteration 29Q: 3 clusters Score -2.77754e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218730 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -27776028.000000 Penalty: 6114.480957
	Iteration 30Q: 3 clusters Score -2.777603e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219877 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -27776480.000000 Penalty: 6114.480957
	Iteration 31Q: 3 clusters Score -2.777648e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220751 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -27776882.000000 Penalty: 6114.480957
	Iteration 32Q: 3 clusters Score -2.777688e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221427 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -27777164.000000 Penalty: 6114.480957
	Iteration 33Q: 3 clusters Score -2.777716e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221940 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -27777500.000000 Penalty: 6114.480957
	Iteration 34Q: 3 clusters Score -2.77775e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222307 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -27777708.000000 Penalty: 6114.480957
	Iteration 35Q: 3 clusters Score -2.777771e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222572 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -27777840.000000 Penalty: 6114.480957
	Iteration 36Q: 3 clusters Score -2.777784e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222736 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -27777948.000000 Penalty: 6114.480957
	Iteration 37Q: 3 clusters Score -2.777795e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222868 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -27777990.000000 Penalty: 6114.480957
	Iteration 38Q: 3 clusters Score -2.777799e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222947 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -27778052.000000 Penalty: 6114.480957
	Iteration 39Q: 3 clusters Score -2.777805e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223019 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -27778096.000000 Penalty: 6114.480957
	Iteration 40F: 3 clusters Score -2.77781e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223089 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -27778118.000000 Penalty: 6114.480957
	Iteration 41Q: 3 clusters Score -2.777812e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223133 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -27778126.000000 Penalty: 6114.480957
	Iteration 42Q: 3 clusters Score -2.777813e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223166 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -27778156.000000 Penalty: 6114.480957
	Iteration 43Q: 3 clusters Score -2.777816e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223192 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -27778192.000000 Penalty: 6114.480957
	Iteration 44Q: 3 clusters Score -2.777819e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223212 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -27778214.000000 Penalty: 6114.480957
	Iteration 45Q: 3 clusters Score -2.777821e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223232 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -27778200.000000 Penalty: 6114.480957
	Iteration 46Q: 3 clusters Score -2.77782e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223252 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -27778230.000000 Penalty: 6114.480957
	Iteration 47Q: 3 clusters Score -2.777823e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223271 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -27778224.000000 Penalty: 6114.480957
	Iteration 48Q: 3 clusters Score -2.777822e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223287 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -27778202.000000 Penalty: 6114.480957
	Iteration 49Q: 3 clusters Score -2.77782e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223310 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -27778212.000000 Penalty: 6114.480957
	Iteration 50Q: 3 clusters Score -2.777821e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223318 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -27778232.000000 Penalty: 6114.480957
	Iteration 51Q: 3 clusters Score -2.777823e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223326 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -27778210.000000 Penalty: 6114.480957
	Iteration 52Q: 3 clusters Score -2.777821e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223338 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -27778178.000000 Penalty: 6114.480957
	Iteration 53Q: 3 clusters Score -2.777818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223346 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -27778180.000000 Penalty: 6114.480957
	Iteration 54Q: 3 clusters Score -2.777818e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223355 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -27778190.000000 Penalty: 6114.480957
	Iteration 55Q: 3 clusters Score -2.777819e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223361 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -27778176.000000 Penalty: 6114.480957
	Iteration 56Q: 3 clusters Score -2.777818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223367 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -27778202.000000 Penalty: 6114.480957
	Iteration 57Q: 3 clusters Score -2.77782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223366 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -27778192.000000 Penalty: 6114.480957
	Iteration 58Q: 3 clusters Score -2.777819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223368 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -27778196.000000 Penalty: 6114.480957
	Iteration 59Q: 3 clusters Score -2.77782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223368 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -27778196.000000 Penalty: 6114.480957
	Iteration 60F: 3 clusters Score -2.77782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Entering Unmasked Estep 
Score: -960706.687500 Penalty: 2233.918213
	Iteration 0F: 2 clusters Score -960706.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -954267.000000 Penalty: 4467.836426
	Iteration 0F: 3 clusters Score -954267 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -956072.625000 Penalty: 4467.836426
	Iteration 1F: 3 clusters Score -956072.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -956478.812500 Penalty: 4467.836426
	Iteration 2F: 3 clusters Score -956478.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -956857.000000 Penalty: 4467.836426
	Iteration 3F: 3 clusters Score -956857 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -957210.625000 Penalty: 4467.836426
	Iteration 4F: 3 clusters Score -957210.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -957492.875000 Penalty: 4467.836426
	Iteration 5F: 3 clusters Score -957492.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -957729.000000 Penalty: 4467.836426
	Iteration 6Q: 3 clusters Score -957729 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -957938.312500 Penalty: 4467.836426
	Iteration 7Q: 3 clusters Score -957938.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -958080.125000 Penalty: 4467.836426
	Iteration 8Q: 3 clusters Score -958080.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -958181.687500 Penalty: 4467.836426
	Iteration 9Q: 3 clusters Score -958181.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -958273.937500 Penalty: 4467.836426
	Iteration 10Q: 3 clusters Score -958273.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -958364.437500 Penalty: 4467.836426
	Iteration 11Q: 3 clusters Score -958364.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -958449.500000 Penalty: 4467.836426
	Iteration 12Q: 3 clusters Score -958449.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -958525.312500 Penalty: 4467.836426
	Iteration 13Q: 3 clusters Score -958525.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -958587.750000 Penalty: 4467.836426
	Iteration 14Q: 3 clusters Score -958587.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -958627.125000 Penalty: 4467.836426
	Iteration 15Q: 3 clusters Score -958627.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -958653.750000 Penalty: 4467.836426
	Iteration 16Q: 3 clusters Score -958653.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -958681.500000 Penalty: 4467.836426
	Iteration 17Q: 3 clusters Score -958681.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -958705.062500 Penalty: 4467.836426
	Iteration 18Q: 3 clusters Score -958705.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -958730.562500 Penalty: 4467.836426
	Iteration 19Q: 3 clusters Score -958730.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -958753.437500 Penalty: 4467.836426
	Iteration 20F: 3 clusters Score -958753.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -958775.000000 Penalty: 4467.836426
	Iteration 21Q: 3 clusters Score -958775 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -958789.687500 Penalty: 4467.836426
	Iteration 22Q: 3 clusters Score -958789.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -958814.500000 Penalty: 4467.836426
	Iteration 23Q: 3 clusters Score -958814.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -958836.250000 Penalty: 4467.836426
	Iteration 24Q: 3 clusters Score -958836.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -958863.875000 Penalty: 4467.836426
	Iteration 25Q: 3 clusters Score -958863.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -958892.687500 Penalty: 4467.836426
	Iteration 26Q: 3 clusters Score -958892.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -958920.937500 Penalty: 4467.836426
	Iteration 27Q: 3 clusters Score -958920.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -958952.687500 Penalty: 4467.836426
	Iteration 28Q: 3 clusters Score -958952.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -959010.000000 Penalty: 4467.836426
	Iteration 29Q: 3 clusters Score -959010 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -959128.125000 Penalty: 4467.836426
	Iteration 30Q: 3 clusters Score -959128.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -959380.875000 Penalty: 4467.836426
	Iteration 31Q: 3 clusters Score -959380.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -959680.750000 Penalty: 4467.836426
	Iteration 32Q: 3 clusters Score -959680.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -959867.812500 Penalty: 4467.836426
	Iteration 33Q: 3 clusters Score -959867.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -959952.312500 Penalty: 4467.836426
	Iteration 34Q: 3 clusters Score -959952.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -959993.937500 Penalty: 4467.836426
	Iteration 35Q: 3 clusters Score -959993.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -960013.812500 Penalty: 4467.836426
	Iteration 36Q: 3 clusters Score -960013.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -960030.375000 Penalty: 4467.836426
	Iteration 37Q: 3 clusters Score -960030.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -960041.062500 Penalty: 4467.836426
	Iteration 38Q: 3 clusters Score -960041.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -960045.500000 Penalty: 4467.836426
	Iteration 39Q: 3 clusters Score -960045.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -960052.437500 Penalty: 4467.836426
	Iteration 40F: 3 clusters Score -960052.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -960053.625000 Penalty: 4467.836426
	Iteration 41Q: 3 clusters Score -960053.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -960054.625000 Penalty: 4467.836426
	Iteration 42Q: 3 clusters Score -960054.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -960054.875000 Penalty: 4467.836426
	Iteration 43Q: 3 clusters Score -960054.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -960057.312500 Penalty: 4467.836426
	Iteration 44Q: 3 clusters Score -960057.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -960057.312500 Penalty: 4467.836426
	Iteration 45Q: 3 clusters Score -960057.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -960058.375000 Penalty: 4467.836426
	Iteration 46Q: 3 clusters Score -960058.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -960060.250000 Penalty: 4467.836426
	Iteration 47Q: 3 clusters Score -960060.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -960059.937500 Penalty: 4467.836426
	Iteration 48Q: 3 clusters Score -960059.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -960059.937500 Penalty: 4467.836426
	Iteration 49F: 3 clusters Score -960059.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Entering Unmasked Estep 
Score: -3941329.750000 Penalty: 2580.715332
	Iteration 0F: 2 clusters Score -3941330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -3918840.750000 Penalty: 5161.430664
	Iteration 0F: 3 clusters Score -3918841 nChanged 15010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -3927377.750000 Penalty: 5161.430664
	Iteration 1F: 3 clusters Score -3927378 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -3928348.250000 Penalty: 5161.430664
	Iteration 2F: 3 clusters Score -3928348 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -3929676.750000 Penalty: 5161.430664
	Iteration 3F: 3 clusters Score -3929677 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -3931351.250000 Penalty: 5161.430664
	Iteration 4F: 3 clusters Score -3931351 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -3933053.250000 Penalty: 5161.430664
	Iteration 5F: 3 clusters Score -3933053 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3934530.250000 Penalty: 5161.430664
	Iteration 6F: 3 clusters Score -3934530 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3935723.250000 Penalty: 5161.430664
	Iteration 7F: 3 clusters Score -3935723 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3936565.500000 Penalty: 5161.430664
	Iteration 8F: 3 clusters Score -3936566 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3937124.500000 Penalty: 5161.430664
	Iteration 9Q: 3 clusters Score -3937124 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -3937453.500000 Penalty: 5161.430664
	Iteration 10Q: 3 clusters Score -3937454 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3937698.750000 Penalty: 5161.430664
	Iteration 11Q: 3 clusters Score -3937699 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -3937803.750000 Penalty: 5161.430664
	Iteration 12Q: 3 clusters Score -3937804 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -3937887.750000 Penalty: 5161.430664
	Iteration 13Q: 3 clusters Score -3937888 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -3937920.750000 Penalty: 5161.430664
	Iteration 14Q: 3 clusters Score -3937921 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -3937945.500000 Penalty: 5161.430664
	Iteration 15Q: 3 clusters Score -3937946 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -3937979.250000 Penalty: 5161.430664
	Iteration 16Q: 3 clusters Score -3937979 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -3937996.250000 Penalty: 5161.430664
	Iteration 17Q: 3 clusters Score -3937996 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -3938035.000000 Penalty: 5161.430664
	Iteration 18Q: 3 clusters Score -3938035 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -3938050.750000 Penalty: 5161.430664
	Iteration 19Q: 3 clusters Score -3938051 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -3938090.750000 Penalty: 5161.430664
	Iteration 20F: 3 clusters Score -3938091 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -3938106.750000 Penalty: 5161.430664
	Iteration 21Q: 3 clusters Score -3938107 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -3938138.750000 Penalty: 5161.430664
	Iteration 22Q: 3 clusters Score -3938139 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -3938143.500000 Penalty: 5161.430664
	Iteration 23Q: 3 clusters Score -3938144 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -3938163.250000 Penalty: 5161.430664
	Iteration 24Q: 3 clusters Score -3938163 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -3938182.500000 Penalty: 5161.430664
	Iteration 25Q: 3 clusters Score -3938182 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3938200.000000 Penalty: 5161.430664
	Iteration 26Q: 3 clusters Score -3938200 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -3938205.500000 Penalty: 5161.430664
	Iteration 27Q: 3 clusters Score -3938206 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -3938241.250000 Penalty: 5161.430664
	Iteration 28Q: 3 clusters Score -3938241 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -3938257.250000 Penalty: 5161.430664
	Iteration 29Q: 3 clusters Score -3938257 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -3938284.000000 Penalty: 5161.430664
	Iteration 30Q: 3 clusters Score -3938284 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -3938310.500000 Penalty: 5161.430664
	Iteration 31Q: 3 clusters Score -3938310 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3938341.000000 Penalty: 5161.430664
	Iteration 32Q: 3 clusters Score -3938341 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -3938354.250000 Penalty: 5161.430664
	Iteration 33Q: 3 clusters Score -3938354 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -3938416.000000 Penalty: 5161.430664
	Iteration 34Q: 3 clusters Score -3938416 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -3938453.500000 Penalty: 5161.430664
	Iteration 35Q: 3 clusters Score -3938454 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -3938491.750000 Penalty: 5161.430664
	Iteration 36Q: 3 clusters Score -3938492 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -3938521.250000 Penalty: 5161.430664
	Iteration 37Q: 3 clusters Score -3938521 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -3938566.250000 Penalty: 5161.430664
	Iteration 38Q: 3 clusters Score -3938566 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -3938588.500000 Penalty: 5161.430664
	Iteration 39Q: 3 clusters Score -3938588 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -3938629.250000 Penalty: 5161.430664
	Iteration 40F: 3 clusters Score -3938629 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3938635.500000 Penalty: 5161.430664
	Iteration 41Q: 3 clusters Score -3938636 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -3938671.500000 Penalty: 5161.430664
	Iteration 42Q: 3 clusters Score -3938672 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -3938716.250000 Penalty: 5161.430664
	Iteration 43Q: 3 clusters Score -3938716 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3938755.250000 Penalty: 5161.430664
	Iteration 44Q: 3 clusters Score -3938755 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -3938786.500000 Penalty: 5161.430664
	Iteration 45Q: 3 clusters Score -3938786 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -3938808.500000 Penalty: 5161.430664
	Iteration 46Q: 3 clusters Score -3938808 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -3938864.000000 Penalty: 5161.430664
	Iteration 47Q: 3 clusters Score -3938864 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -3938862.750000 Penalty: 5161.430664
	Iteration 48Q: 3 clusters Score -3938863 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -3938907.500000 Penalty: 5161.430664
	Iteration 49Q: 3 clusters Score -3938908 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -3938924.500000 Penalty: 5161.430664
	Iteration 50Q: 3 clusters Score -3938924 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -3938943.000000 Penalty: 5161.430664
	Iteration 51Q: 3 clusters Score -3938943 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -3938965.250000 Penalty: 5161.430664
	Iteration 52Q: 3 clusters Score -3938965 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -3938986.250000 Penalty: 5161.430664
	Iteration 53Q: 3 clusters Score -3938986 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3939006.000000 Penalty: 5161.430664
	Iteration 54Q: 3 clusters Score -3939006 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -3939028.750000 Penalty: 5161.430664
	Iteration 55Q: 3 clusters Score -3939029 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -3939060.250000 Penalty: 5161.430664
	Iteration 56Q: 3 clusters Score -3939060 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -3939072.750000 Penalty: 5161.430664
	Iteration 57Q: 3 clusters Score -3939073 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3939093.500000 Penalty: 5161.430664
	Iteration 58Q: 3 clusters Score -3939094 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3939111.250000 Penalty: 5161.430664
	Iteration 59Q: 3 clusters Score -3939111 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3939115.000000 Penalty: 5161.430664
	Iteration 60F: 3 clusters Score -3939115 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3939141.000000 Penalty: 5161.430664
	Iteration 61Q: 3 clusters Score -3939141 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3939176.500000 Penalty: 5161.430664
	Iteration 62Q: 3 clusters Score -3939176 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3939195.500000 Penalty: 5161.430664
	Iteration 63Q: 3 clusters Score -3939196 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3939255.750000 Penalty: 5161.430664
	Iteration 64Q: 3 clusters Score -3939256 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -3939537.250000 Penalty: 5161.430664
	Iteration 65Q: 3 clusters Score -3939537 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3940339.250000 Penalty: 5161.430664
	Iteration 66Q: 3 clusters Score -3940339 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3940516.750000 Penalty: 5161.430664
	Iteration 67Q: 3 clusters Score -3940517 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3940559.750000 Penalty: 5161.430664
	Iteration 68Q: 3 clusters Score -3940560 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -3940583.750000 Penalty: 5161.430664
	Iteration 69Q: 3 clusters Score -3940584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3940603.500000 Penalty: 5161.430664
	Iteration 70Q: 3 clusters Score -3940604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3940608.750000 Penalty: 5161.430664
	Iteration 71Q: 3 clusters Score -3940609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3940607.500000 Penalty: 5161.430664
	Iteration 72Q: 3 clusters Score -3940608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3940619.500000 Penalty: 5161.430664
	Iteration 73Q: 3 clusters Score -3940620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -3940627.500000 Penalty: 5161.430664
	Iteration 74Q: 3 clusters Score -3940628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3940619.000000 Penalty: 5161.430664
	Iteration 75Q: 3 clusters Score -3940619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3940624.250000 Penalty: 5161.430664
	Iteration 76Q: 3 clusters Score -3940624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3940631.000000 Penalty: 5161.430664
	Iteration 77Q: 3 clusters Score -3940631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3940630.750000 Penalty: 5161.430664
	Iteration 78Q: 3 clusters Score -3940631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3940632.750000 Penalty: 5161.430664
	Iteration 79Q: 3 clusters Score -3940633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3940634.500000 Penalty: 5161.430664
	Iteration 80F: 3 clusters Score -3940634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3940638.250000 Penalty: 5161.430664
	Iteration 81Q: 3 clusters Score -3940638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3940640.750000 Penalty: 5161.430664
	Iteration 82Q: 3 clusters Score -3940641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3940641.500000 Penalty: 5161.430664
	Iteration 83Q: 3 clusters Score -3940642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3940640.500000 Penalty: 5161.430664
	Iteration 84Q: 3 clusters Score -3940640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3940640.750000 Penalty: 5161.430664
	Iteration 85Q: 3 clusters Score -3940641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3940640.750000 Penalty: 5161.430664
	Iteration 86F: 3 clusters Score -3940641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64228 members 
Entering Unmasked Estep 
Score: -7868169.500000 Penalty: 2745.408203
	Iteration 0F: 2 clusters Score -7868170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -7824892.500000 Penalty: 5490.816406
	Iteration 0F: 3 clusters Score -7824892 nChanged 30019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -7842077.500000 Penalty: 5490.816406
	Iteration 1F: 3 clusters Score -7842078 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -7843042.000000 Penalty: 5490.816406
	Iteration 2Q: 3 clusters Score -7843042 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -7844766.000000 Penalty: 5490.816406
	Iteration 3Q: 3 clusters Score -7844766 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -7847739.000000 Penalty: 5490.816406
	Iteration 4F: 3 clusters Score -7847739 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -7852324.000000 Penalty: 5490.816406
	Iteration 5F: 3 clusters Score -7852324 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -7857314.000000 Penalty: 5490.816406
	Iteration 6F: 3 clusters Score -7857314 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -7860669.000000 Penalty: 5490.816406
	Iteration 7F: 3 clusters Score -7860669 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -7862157.500000 Penalty: 5490.816406
	Iteration 8F: 3 clusters Score -7862158 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -7862747.500000 Penalty: 5490.816406
	Iteration 9Q: 3 clusters Score -7862748 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -7863027.000000 Penalty: 5490.816406
	Iteration 10Q: 3 clusters Score -7863027 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -7863265.000000 Penalty: 5490.816406
	Iteration 11Q: 3 clusters Score -7863265 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -7863413.500000 Penalty: 5490.816406
	Iteration 12Q: 3 clusters Score -7863414 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -7863547.500000 Penalty: 5490.816406
	Iteration 13Q: 3 clusters Score -7863548 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -7863728.000000 Penalty: 5490.816406
	Iteration 14Q: 3 clusters Score -7863728 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -7863865.500000 Penalty: 5490.816406
	Iteration 15Q: 3 clusters Score -7863866 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -7863994.500000 Penalty: 5490.816406
	Iteration 16Q: 3 clusters Score -7863994 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -7864122.000000 Penalty: 5490.816406
	Iteration 17Q: 3 clusters Score -7864122 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -7864211.000000 Penalty: 5490.816406
	Iteration 18Q: 3 clusters Score -7864211 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -7864331.500000 Penalty: 5490.816406
	Iteration 19Q: 3 clusters Score -7864332 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -7864445.000000 Penalty: 5490.816406
	Iteration 20F: 3 clusters Score -7864445 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -7864523.500000 Penalty: 5490.816406
	Iteration 21Q: 3 clusters Score -7864524 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -7864660.500000 Penalty: 5490.816406
	Iteration 22Q: 3 clusters Score -7864660 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -7864731.000000 Penalty: 5490.816406
	Iteration 23Q: 3 clusters Score -7864731 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -7864822.000000 Penalty: 5490.816406
	Iteration 24Q: 3 clusters Score -7864822 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -7864931.000000 Penalty: 5490.816406
	Iteration 25Q: 3 clusters Score -7864931 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -7864992.500000 Penalty: 5490.816406
	Iteration 26Q: 3 clusters Score -7864992 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -7865091.000000 Penalty: 5490.816406
	Iteration 27Q: 3 clusters Score -7865091 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -7865172.000000 Penalty: 5490.816406
	Iteration 28Q: 3 clusters Score -7865172 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -7865243.000000 Penalty: 5490.816406
	Iteration 29Q: 3 clusters Score -7865243 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -7865274.000000 Penalty: 5490.816406
	Iteration 30Q: 3 clusters Score -7865274 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -7865346.000000 Penalty: 5490.816406
	Iteration 31Q: 3 clusters Score -7865346 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -7865445.000000 Penalty: 5490.816406
	Iteration 32Q: 3 clusters Score -7865445 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 47033 members 
Entering Unmasked Estep 
Score: -7865514.000000 Penalty: 5490.816406
	Iteration 33Q: 3 clusters Score -7865514 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -7865556.000000 Penalty: 5490.816406
	Iteration 34Q: 3 clusters Score -7865556 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 47358 members 
Entering Unmasked Estep 
Score: -7865580.500000 Penalty: 5490.816406
	Iteration 35Q: 3 clusters Score -7865580 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -7865652.000000 Penalty: 5490.816406
	Iteration 36Q: 3 clusters Score -7865652 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -7865700.000000 Penalty: 5490.816406
	Iteration 37Q: 3 clusters Score -7865700 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -7865753.500000 Penalty: 5490.816406
	Iteration 38Q: 3 clusters Score -7865754 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -7865807.000000 Penalty: 5490.816406
	Iteration 39Q: 3 clusters Score -7865807 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 48345 members 
Entering Unmasked Estep 
Score: -7865827.000000 Penalty: 5490.816406
	Iteration 40F: 3 clusters Score -7865827 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -7865851.000000 Penalty: 5490.816406
	Iteration 41Q: 3 clusters Score -7865851 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -7865874.500000 Penalty: 5490.816406
	Iteration 42Q: 3 clusters Score -7865874 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -7865914.500000 Penalty: 5490.816406
	Iteration 43Q: 3 clusters Score -7865914 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -7865902.000000 Penalty: 5490.816406
	Iteration 44Q: 3 clusters Score -7865902 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -7865925.000000 Penalty: 5490.816406
	Iteration 45Q: 3 clusters Score -7865925 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -7865936.500000 Penalty: 5490.816406
	Iteration 46Q: 3 clusters Score -7865936 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -7865962.500000 Penalty: 5490.816406
	Iteration 47Q: 3 clusters Score -7865962 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -7865990.500000 Penalty: 5490.816406
	Iteration 48Q: 3 clusters Score -7865990 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -7866004.500000 Penalty: 5490.816406
	Iteration 49Q: 3 clusters Score -7866004 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -7866020.500000 Penalty: 5490.816406
	Iteration 50Q: 3 clusters Score -7866020 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -7866027.000000 Penalty: 5490.816406
	Iteration 51Q: 3 clusters Score -7866027 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -7866051.000000 Penalty: 5490.816406
	Iteration 52Q: 3 clusters Score -7866051 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
Score: -7866087.000000 Penalty: 5490.816406
	Iteration 53Q: 3 clusters Score -7866087 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -7866096.000000 Penalty: 5490.816406
	Iteration 54Q: 3 clusters Score -7866096 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -7866102.000000 Penalty: 5490.816406
	Iteration 55Q: 3 clusters Score -7866102 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -7866101.500000 Penalty: 5490.816406
	Iteration 56Q: 3 clusters Score -7866102 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -7866128.000000 Penalty: 5490.816406
	Iteration 57Q: 3 clusters Score -7866128 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -7866125.000000 Penalty: 5490.816406
	Iteration 58Q: 3 clusters Score -7866125 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -7866134.500000 Penalty: 5490.816406
	Iteration 59Q: 3 clusters Score -7866134 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -7866147.500000 Penalty: 5490.816406
	Iteration 60F: 3 clusters Score -7866148 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 51294 members 
Entering Unmasked Estep 
Score: -7866152.000000 Penalty: 5490.816406
	Iteration 61Q: 3 clusters Score -7866152 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -7866155.500000 Penalty: 5490.816406
	Iteration 62Q: 3 clusters Score -7866156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -7866159.000000 Penalty: 5490.816406
	Iteration 63Q: 3 clusters Score -7866159 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -7866156.000000 Penalty: 5490.816406
	Iteration 64Q: 3 clusters Score -7866156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 51533 members 
Entering Unmasked Estep 
Score: -7866172.000000 Penalty: 5490.816406
	Iteration 65Q: 3 clusters Score -7866172 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -7866174.500000 Penalty: 5490.816406
	Iteration 66Q: 3 clusters Score -7866174 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -7866190.500000 Penalty: 5490.816406
	Iteration 67Q: 3 clusters Score -7866190 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -7866195.500000 Penalty: 5490.816406
	Iteration 68Q: 3 clusters Score -7866196 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -7866189.500000 Penalty: 5490.816406
	Iteration 69Q: 3 clusters Score -7866190 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -7866189.000000 Penalty: 5490.816406
	Iteration 70Q: 3 clusters Score -7866189 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -7866190.500000 Penalty: 5490.816406
	Iteration 71Q: 3 clusters Score -7866190 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -7866201.000000 Penalty: 5490.816406
	Iteration 72Q: 3 clusters Score -7866201 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -7866205.500000 Penalty: 5490.816406
	Iteration 73Q: 3 clusters Score -7866206 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -7866222.000000 Penalty: 5490.816406
	Iteration 74Q: 3 clusters Score -7866222 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -7866236.500000 Penalty: 5490.816406
	Iteration 75Q: 3 clusters Score -7866236 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 52350 members 
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Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 52421 members 
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Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 52473 members 
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	Iteration 78Q: 3 clusters Score -7866246 nChanged 49
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	Iteration 79Q: 3 clusters Score -7866251 nChanged 51
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Mstep: Class 2 contains 52571 members 
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	Iteration 80F: 3 clusters Score -7866262 nChanged 52
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Mstep: Class 2 contains 52623 members 
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	Iteration 81Q: 3 clusters Score -7866278 nChanged 58
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Mstep: Class 2 contains 52681 members 
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	Iteration 82Q: 3 clusters Score -7866298 nChanged 63
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	Iteration 83Q: 3 clusters Score -7866296 nChanged 63
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	Iteration 84Q: 3 clusters Score -7866297 nChanged 54
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	Iteration 85Q: 3 clusters Score -7866299 nChanged 65
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Mstep: Class 2 contains 52912 members 
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	Iteration 86Q: 3 clusters Score -7866299 nChanged 58
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	Iteration 87Q: 3 clusters Score -7866298 nChanged 53
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	Iteration 88Q: 3 clusters Score -7866302 nChanged 53
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	Iteration 89Q: 3 clusters Score -7866309 nChanged 60
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	Iteration 90Q: 3 clusters Score -7866305 nChanged 63
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Mstep: Class 1 contains 11033 members 
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	Iteration 91Q: 3 clusters Score -7866298 nChanged 69
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Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 53260 members 
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	Iteration 92Q: 3 clusters Score -7866302 nChanged 70
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Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 53330 members 
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	Iteration 93Q: 3 clusters Score -7866315 nChanged 68
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	Iteration 94Q: 3 clusters Score -7866314 nChanged 63
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Mstep: Class 1 contains 10767 members 
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	Iteration 95Q: 3 clusters Score -7866318 nChanged 42
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Mstep: Class 1 contains 10725 members 
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	Iteration 96Q: 3 clusters Score -7866323 nChanged 42
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Mstep: Class 1 contains 10683 members 
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	Iteration 97Q: 3 clusters Score -7866323 nChanged 41
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	Iteration 98Q: 3 clusters Score -7866322 nChanged 41
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Mstep: Class 1 contains 10601 members 
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	Iteration 99Q: 3 clusters Score -7866318 nChanged 35
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Mstep: Class 1 contains 10566 members 
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	Iteration 100F: 3 clusters Score -7866311 nChanged 33
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Mstep: Class 1 contains 10533 members 
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	Iteration 101Q: 3 clusters Score -7866311 nChanged 42
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	Iteration 102Q: 3 clusters Score -7866322 nChanged 43
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	Iteration 103Q: 3 clusters Score -7866329 nChanged 38
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	Iteration 104Q: 3 clusters Score -7866312 nChanged 32
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	Iteration 105Q: 3 clusters Score -7866315 nChanged 28
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	Iteration 106Q: 3 clusters Score -7866319 nChanged 34
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	Iteration 107Q: 3 clusters Score -7866322 nChanged 25
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	Iteration 108Q: 3 clusters Score -7866318 nChanged 22
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	Iteration 110Q: 3 clusters Score -7866328 nChanged 21
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	Iteration 111Q: 3 clusters Score -7866322 nChanged 17
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	Iteration 113Q: 3 clusters Score -7866332 nChanged 10
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	Iteration 114Q: 3 clusters Score -7866345 nChanged 15
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	Iteration 115Q: 3 clusters Score -7866340 nChanged 17
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	Iteration 116Q: 3 clusters Score -7866342 nChanged 16
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Mstep: Class 1 contains 10129 members 
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	Iteration 117Q: 3 clusters Score -7866336 nChanged 17
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	Iteration 119Q: 3 clusters Score -7866334 nChanged 18
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	Iteration 120F: 3 clusters Score -7866343 nChanged 19
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Mstep: Class 1 contains 10058 members 
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	Iteration 121Q: 3 clusters Score -7866354 nChanged 13
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Mstep: Class 1 contains 10045 members 
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	Iteration 122Q: 3 clusters Score -7866345 nChanged 14
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Mstep: Class 1 contains 10031 members 
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	Iteration 123Q: 3 clusters Score -7866342 nChanged 18
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	Iteration 124Q: 3 clusters Score -7866338 nChanged 13
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Mstep: Class 1 contains 10000 members 
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	Iteration 125Q: 3 clusters Score -7866338 nChanged 12
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Mstep: Class 1 contains 9988 members 
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	Iteration 126Q: 3 clusters Score -7866332 nChanged 8
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	Iteration 127Q: 3 clusters Score -7866336 nChanged 14
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	Iteration 128Q: 3 clusters Score -7866338 nChanged 11
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	Iteration 129Q: 3 clusters Score -7866342 nChanged 11
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	Iteration 130Q: 3 clusters Score -7866336 nChanged 12
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	Iteration 131Q: 3 clusters Score -7866342 nChanged 7
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	Iteration 132Q: 3 clusters Score -7866345 nChanged 5
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	Iteration 133Q: 3 clusters Score -7866340 nChanged 6
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	Iteration 134Q: 3 clusters Score -7866355 nChanged 9
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	Iteration 135Q: 3 clusters Score -7866352 nChanged 7
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	Iteration 136Q: 3 clusters Score -7866348 nChanged 7
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	Iteration 137Q: 3 clusters Score -7866348 nChanged 10
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	Iteration 138Q: 3 clusters Score -7866354 nChanged 11
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	Iteration 139Q: 3 clusters Score -7866353 nChanged 6
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	Iteration 140F: 3 clusters Score -7866357 nChanged 10
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	Iteration 141Q: 3 clusters Score -7866347 nChanged 11
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	Iteration 142Q: 3 clusters Score -7866358 nChanged 11
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	Iteration 143Q: 3 clusters Score -7866350 nChanged 7
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	Iteration 144Q: 3 clusters Score -7866360 nChanged 5
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	Iteration 145Q: 3 clusters Score -7866356 nChanged 7
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	Iteration 146Q: 3 clusters Score -7866351 nChanged 15
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	Iteration 147Q: 3 clusters Score -7866350 nChanged 19
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	Iteration 148Q: 3 clusters Score -7866358 nChanged 16
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	Iteration 149Q: 3 clusters Score -7866358 nChanged 19
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	Iteration 150Q: 3 clusters Score -7866357 nChanged 24
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	Iteration 151Q: 3 clusters Score -7866345 nChanged 17
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	Iteration 152Q: 3 clusters Score -7866352 nChanged 16
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	Iteration 153Q: 3 clusters Score -7866342 nChanged 10
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	Iteration 154Q: 3 clusters Score -7866340 nChanged 8
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	Iteration 155Q: 3 clusters Score -7866340 nChanged 8
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	Iteration 157Q: 3 clusters Score -7866340 nChanged 3
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	Iteration 158Q: 3 clusters Score -7866337 nChanged 4
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	Iteration 159Q: 3 clusters Score -7866342 nChanged 6
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	Iteration 160F: 3 clusters Score -7866342 nChanged 2
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	Iteration 161Q: 3 clusters Score -7866338 nChanged 4
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	Iteration 162Q: 3 clusters Score -7866338 nChanged 4
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	Iteration 163Q: 3 clusters Score -7866344 nChanged 6
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	Iteration 164Q: 3 clusters Score -7866341 nChanged 5
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	Iteration 165Q: 3 clusters Score -7866340 nChanged 9
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	Iteration 167Q: 3 clusters Score -7866338 nChanged 11
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	Iteration 168Q: 3 clusters Score -7866344 nChanged 11
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	Iteration 169Q: 3 clusters Score -7866348 nChanged 12
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Entering Unmasked Estep 
Score: -7866344.500000 Penalty: 5490.816406
	Iteration 170Q: 3 clusters Score -7866344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -7866340.000000 Penalty: 5490.816406
	Iteration 171Q: 3 clusters Score -7866340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -7866340.000000 Penalty: 5490.816406
	Iteration 172Q: 3 clusters Score -7866340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -7866347.000000 Penalty: 5490.816406
	Iteration 173Q: 3 clusters Score -7866347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -7866334.500000 Penalty: 5490.816406
	Iteration 174Q: 3 clusters Score -7866334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -7866332.000000 Penalty: 5490.816406
	Iteration 175Q: 3 clusters Score -7866332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 54660 members 
Entering Unmasked Estep 
Score: -7866337.500000 Penalty: 5490.816406
	Iteration 176Q: 3 clusters Score -7866338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -7866332.500000 Penalty: 5490.816406
	Iteration 177Q: 3 clusters Score -7866332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -7866337.500000 Penalty: 5490.816406
	Iteration 178Q: 3 clusters Score -7866338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -7866334.000000 Penalty: 5490.816406
	Iteration 179Q: 3 clusters Score -7866334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -7866330.000000 Penalty: 5490.816406
	Iteration 180F: 3 clusters Score -7866330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -7866334.000000 Penalty: 5490.816406
	Iteration 181Q: 3 clusters Score -7866334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -7866333.500000 Penalty: 5490.816406
	Iteration 182Q: 3 clusters Score -7866334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -7866328.000000 Penalty: 5490.816406
	Iteration 183Q: 3 clusters Score -7866328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -7866328.500000 Penalty: 5490.816406
	Iteration 184Q: 3 clusters Score -7866328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 54692 members 
Entering Unmasked Estep 
Score: -7866331.000000 Penalty: 5490.816406
	Iteration 185Q: 3 clusters Score -7866331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -7866332.500000 Penalty: 5490.816406
	Iteration 186Q: 3 clusters Score -7866332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -7866332.500000 Penalty: 5490.816406
	Iteration 187F: 3 clusters Score -7866332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -70954.312500 Penalty: 1631.998413
	Iteration 0F: 2 clusters Score -70954.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69346.382812 Penalty: 3263.996826
	Iteration 0F: 3 clusters Score -69346.38 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -69758.023438 Penalty: 3263.996826
	Iteration 1F: 3 clusters Score -69758.02 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -70323.625000 Penalty: 3263.996826
	Iteration 2F: 3 clusters Score -70323.62 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70859.898438 Penalty: 3263.996826
	Iteration 3F: 3 clusters Score -70859.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -71484.343750 Penalty: 3263.996826
	Iteration 4F: 3 clusters Score -71484.34 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -71790.257812 Penalty: 3263.996826
	Iteration 5F: 3 clusters Score -71790.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -71914.750000 Penalty: 3263.996826
	Iteration 6Q: 3 clusters Score -71914.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -71998.875000 Penalty: 3263.996826
	Iteration 7Q: 3 clusters Score -71998.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -72031.937500 Penalty: 3263.996826
	Iteration 8Q: 3 clusters Score -72031.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -72070.492188 Penalty: 3263.996826
	Iteration 9Q: 3 clusters Score -72070.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -72096.195312 Penalty: 3263.996826
	Iteration 10Q: 3 clusters Score -72096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -72124.562500 Penalty: 3263.996826
	Iteration 11Q: 3 clusters Score -72124.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -72144.523438 Penalty: 3263.996826
	Iteration 12Q: 3 clusters Score -72144.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -72173.171875 Penalty: 3263.996826
	Iteration 13F: 3 clusters Score -72173.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -72263.390625 Penalty: 3263.996826
	Iteration 14Q: 3 clusters Score -72263.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -72387.812500 Penalty: 3263.996826
	Iteration 15Q: 3 clusters Score -72387.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -72922.789062 Penalty: 3263.996826
	Iteration 16Q: 3 clusters Score -72922.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -72944.789062 Penalty: 3263.996826
	Iteration 17Q: 3 clusters Score -72944.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -72944.789062 Penalty: 3263.996826
	Iteration 18F: 3 clusters Score -72944.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 60629 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 23670 members 
Mstep: Class 5 contains 12484 members 
Mstep: Class 6 contains 186081 members 
Mstep: Class 7 contains 3304 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 5241 members 
Mstep: Class 11 contains 223387 members 
Mstep: Class 12 contains 72871 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 170341 members 
Mstep: Class 16 contains 1209 members 
Mstep: Class 17 contains 33049 members 
Mstep: Class 18 contains 3835 members 
Mstep: Class 19 contains 225840 members 
Mstep: Class 20 contains 8166 members 
Mstep: Class 21 contains 33061 members 
Mstep: Class 22 contains 64228 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 883 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 42012 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 611 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 531 members 
Entering Unmasked Estep 
Score: -148013328.000000 Penalty: 107901.867188
Splitting cluster 23 changes total score from -148009184.000000 to -148013328.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 24 (4630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Entering Unmasked Estep 
Score: -542978.437500 Penalty: 2093.197510
	Iteration 0F: 2 clusters Score -542978.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -538662.375000 Penalty: 4186.395020
	Iteration 0F: 3 clusters Score -538662.4 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -539757.125000 Penalty: 4186.395020
	Iteration 1F: 3 clusters Score -539757.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -539990.500000 Penalty: 4186.395020
	Iteration 2F: 3 clusters Score -539990.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -540181.500000 Penalty: 4186.395020
	Iteration 3F: 3 clusters Score -540181.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -540402.250000 Penalty: 4186.395020
	Iteration 4Q: 3 clusters Score -540402.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -540700.625000 Penalty: 4186.395020
	Iteration 5F: 3 clusters Score -540700.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -541065.187500 Penalty: 4186.395020
	Iteration 6F: 3 clusters Score -541065.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -541357.125000 Penalty: 4186.395020
	Iteration 7F: 3 clusters Score -541357.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -541564.937500 Penalty: 4186.395020
	Iteration 8F: 3 clusters Score -541564.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -541701.562500 Penalty: 4186.395020
	Iteration 9Q: 3 clusters Score -541701.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -541786.875000 Penalty: 4186.395020
	Iteration 10Q: 3 clusters Score -541786.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -541834.750000 Penalty: 4186.395020
	Iteration 11Q: 3 clusters Score -541834.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -541856.812500 Penalty: 4186.395020
	Iteration 12Q: 3 clusters Score -541856.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -541874.437500 Penalty: 4186.395020
	Iteration 13Q: 3 clusters Score -541874.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -541888.062500 Penalty: 4186.395020
	Iteration 14Q: 3 clusters Score -541888.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -541894.500000 Penalty: 4186.395020
	Iteration 15Q: 3 clusters Score -541894.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -541896.437500 Penalty: 4186.395020
	Iteration 16Q: 3 clusters Score -541896.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -541899.312500 Penalty: 4186.395020
	Iteration 17Q: 3 clusters Score -541899.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -541899.500000 Penalty: 4186.395020
	Iteration 18Q: 3 clusters Score -541899.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -541901.250000 Penalty: 4186.395020
	Iteration 19Q: 3 clusters Score -541901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -541900.937500 Penalty: 4186.395020
	Iteration 20F: 3 clusters Score -541900.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -541900.562500 Penalty: 4186.395020
	Iteration 21Q: 3 clusters Score -541900.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -541900.562500 Penalty: 4186.395020
	Iteration 22F: 3 clusters Score -541900.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -88391.046875 Penalty: 1682.264648
	Iteration 0F: 2 clusters Score -88391.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -86674.679688 Penalty: 3364.529297
	Iteration 0F: 3 clusters Score -86674.68 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -87496.570312 Penalty: 3364.529297
	Iteration 1F: 3 clusters Score -87496.57 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -88187.945312 Penalty: 3364.529297
	Iteration 2F: 3 clusters Score -88187.95 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -88664.367188 Penalty: 3364.529297
	Iteration 3F: 3 clusters Score -88664.37 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -88895.570312 Penalty: 3364.529297
	Iteration 4F: 3 clusters Score -88895.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -89084.648438 Penalty: 3364.529297
	Iteration 5F: 3 clusters Score -89084.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -89183.039062 Penalty: 3364.529297
	Iteration 6Q: 3 clusters Score -89183.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -89229.734375 Penalty: 3364.529297
	Iteration 7Q: 3 clusters Score -89229.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -89246.757812 Penalty: 3364.529297
	Iteration 8Q: 3 clusters Score -89246.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -89255.203125 Penalty: 3364.529297
	Iteration 9Q: 3 clusters Score -89255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -89264.671875 Penalty: 3364.529297
	Iteration 10Q: 3 clusters Score -89264.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -89265.992188 Penalty: 3364.529297
	Iteration 11Q: 3 clusters Score -89265.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -89267.335938 Penalty: 3364.529297
	Iteration 12Q: 3 clusters Score -89267.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -89274.078125 Penalty: 3364.529297
	Iteration 13Q: 3 clusters Score -89274.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -89277.257812 Penalty: 3364.529297
	Iteration 14Q: 3 clusters Score -89277.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -89277.257812 Penalty: 3364.529297
	Iteration 15F: 3 clusters Score -89277.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 60629 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 23670 members 
Mstep: Class 5 contains 12484 members 
Mstep: Class 6 contains 186081 members 
Mstep: Class 7 contains 3304 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 5241 members 
Mstep: Class 11 contains 223387 members 
Mstep: Class 12 contains 72871 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 170341 members 
Mstep: Class 16 contains 1209 members 
Mstep: Class 17 contains 33049 members 
Mstep: Class 18 contains 3835 members 
Mstep: Class 19 contains 225840 members 
Mstep: Class 20 contains 8166 members 
Mstep: Class 21 contains 33061 members 
Mstep: Class 22 contains 64228 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 757 members 
Mstep: Class 26 contains 2931 members 
Mstep: Class 27 contains 42012 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 611 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 531 members 
Mstep: Class 32 contains 126 members 
Entering Unmasked Estep 
Score: -148012464.000000 Penalty: 111382.570312
Splitting cluster 25 changes total score from -148009184.000000 to -148012464.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 26 (2931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Entering Unmasked Estep 
Score: -355354.437500 Penalty: 1979.808594
	Iteration 0F: 2 clusters Score -355354.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -352113.812500 Penalty: 3959.617188
	Iteration 0F: 3 clusters Score -352113.8 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -352837.343750 Penalty: 3959.617188
	Iteration 1F: 3 clusters Score -352837.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -353003.031250 Penalty: 3959.617188
	Iteration 2F: 3 clusters Score -353003 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -353099.625000 Penalty: 3959.617188
	Iteration 3Q: 3 clusters Score -353099.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -353167.000000 Penalty: 3959.617188
	Iteration 4Q: 3 clusters Score -353167 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -353237.562500 Penalty: 3959.617188
	Iteration 5Q: 3 clusters Score -353237.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -353316.906250 Penalty: 3959.617188
	Iteration 6Q: 3 clusters Score -353316.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -353405.437500 Penalty: 3959.617188
	Iteration 7Q: 3 clusters Score -353405.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -353514.843750 Penalty: 3959.617188
	Iteration 8Q: 3 clusters Score -353514.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -353655.781250 Penalty: 3959.617188
	Iteration 9Q: 3 clusters Score -353655.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -353906.031250 Penalty: 3959.617188
	Iteration 10Q: 3 clusters Score -353906 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -354540.250000 Penalty: 3959.617188
	Iteration 11F: 3 clusters Score -354540.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -355829.656250 Penalty: 3959.617188
	Iteration 12F: 3 clusters Score -355829.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -356767.375000 Penalty: 3959.617188
	Iteration 13F: 3 clusters Score -356767.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -357350.968750 Penalty: 3959.617188
	Iteration 14Q: 3 clusters Score -357351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -357679.937500 Penalty: 3959.617188
	Iteration 15Q: 3 clusters Score -357679.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -357707.812500 Penalty: 3959.617188
	Iteration 16Q: 3 clusters Score -357707.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -357707.812500 Penalty: 3959.617188
	Iteration 17F: 3 clusters Score -357707.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 60629 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 23670 members 
Mstep: Class 5 contains 12484 members 
Mstep: Class 6 contains 186081 members 
Mstep: Class 7 contains 3304 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 5241 members 
Mstep: Class 11 contains 223387 members 
Mstep: Class 12 contains 72871 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 170341 members 
Mstep: Class 16 contains 1209 members 
Mstep: Class 17 contains 33049 members 
Mstep: Class 18 contains 3835 members 
Mstep: Class 19 contains 225840 members 
Mstep: Class 20 contains 8166 members 
Mstep: Class 21 contains 33061 members 
Mstep: Class 22 contains 64228 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 757 members 
Mstep: Class 26 contains 1153 members 
Mstep: Class 27 contains 42012 members 
Mstep: Class 28 contains 270 members 
Mstep: Class 29 contains 611 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 531 members 
Mstep: Class 32 contains 126 members 
Mstep: Class 33 contains 1778 members 
Entering Unmasked Estep 
Score: -148013808.000000 Penalty: 114863.273438
Splitting cluster 26 changes total score from -148009184.000000 to -148013808.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 27 (42012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Entering Unmasked Estep 
Score: -5217885.000000 Penalty: 2640.136230
	Iteration 0F: 2 clusters Score -5217885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -5189384.500000 Penalty: 5280.272461
	Iteration 0F: 3 clusters Score -5189384 nChanged 19213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -5199992.500000 Penalty: 5280.272461
	Iteration 1F: 3 clusters Score -5199992 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -5200633.000000 Penalty: 5280.272461
	Iteration 2Q: 3 clusters Score -5200633 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -5201240.500000 Penalty: 5280.272461
	Iteration 3Q: 3 clusters Score -5201240 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -5201993.500000 Penalty: 5280.272461
	Iteration 4Q: 3 clusters Score -5201994 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -5202983.000000 Penalty: 5280.272461
	Iteration 5Q: 3 clusters Score -5202983 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -5204548.000000 Penalty: 5280.272461
	Iteration 6F: 3 clusters Score -5204548 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -5206857.000000 Penalty: 5280.272461
	Iteration 7F: 3 clusters Score -5206857 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -5209630.500000 Penalty: 5280.272461
	Iteration 8F: 3 clusters Score -5209630 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -5212281.500000 Penalty: 5280.272461
	Iteration 9F: 3 clusters Score -5212282 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -5214048.000000 Penalty: 5280.272461
	Iteration 10Q: 3 clusters Score -5214048 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -5214971.500000 Penalty: 5280.272461
	Iteration 11Q: 3 clusters Score -5214972 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -5215350.500000 Penalty: 5280.272461
	Iteration 12Q: 3 clusters Score -5215350 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -5215519.500000 Penalty: 5280.272461
	Iteration 13Q: 3 clusters Score -5215520 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -5215621.500000 Penalty: 5280.272461
	Iteration 14Q: 3 clusters Score -5215622 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -5215686.500000 Penalty: 5280.272461
	Iteration 15Q: 3 clusters Score -5215686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -5215732.000000 Penalty: 5280.272461
	Iteration 16Q: 3 clusters Score -5215732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -5215761.000000 Penalty: 5280.272461
	Iteration 17Q: 3 clusters Score -5215761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -5215764.500000 Penalty: 5280.272461
	Iteration 18Q: 3 clusters Score -5215764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -5215774.500000 Penalty: 5280.272461
	Iteration 19Q: 3 clusters Score -5215774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -5215771.000000 Penalty: 5280.272461
	Iteration 20F: 3 clusters Score -5215771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -5215778.000000 Penalty: 5280.272461
	Iteration 21Q: 3 clusters Score -5215778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -5215788.000000 Penalty: 5280.272461
	Iteration 22Q: 3 clusters Score -5215788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -5215785.000000 Penalty: 5280.272461
	Iteration 23Q: 3 clusters Score -5215785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -5215792.500000 Penalty: 5280.272461
	Iteration 24Q: 3 clusters Score -5215792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -5215795.500000 Penalty: 5280.272461
	Iteration 25Q: 3 clusters Score -5215796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -5215799.500000 Penalty: 5280.272461
	Iteration 26Q: 3 clusters Score -5215800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -5215799.500000 Penalty: 5280.272461
	Iteration 27Q: 3 clusters Score -5215800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -5215803.000000 Penalty: 5280.272461
	Iteration 28Q: 3 clusters Score -5215803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -5215808.000000 Penalty: 5280.272461
	Iteration 29Q: 3 clusters Score -5215808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -5215802.500000 Penalty: 5280.272461
	Iteration 30Q: 3 clusters Score -5215802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -5215804.000000 Penalty: 5280.272461
	Iteration 31Q: 3 clusters Score -5215804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -5215806.500000 Penalty: 5280.272461
	Iteration 32Q: 3 clusters Score -5215806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -5215806.500000 Penalty: 5280.272461
	Iteration 33F: 3 clusters Score -5215806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 819 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 60629 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 23670 members 
Mstep: Class 5 contains 12484 members 
Mstep: Class 6 contains 186081 members 
Mstep: Class 7 contains 3304 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 5241 members 
Mstep: Class 11 contains 223387 members 
Mstep: Class 12 contains 72871 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 170341 members 
Mstep: Class 16 contains 1209 members 
Mstep: Class 17 contains 33049 members 
Mstep: Class 18 contains 3835 members 
Mstep: Class 19 contains 225840 members 
Mstep: Class 20 contains 8166 members 
Mstep: Class 21 contains 33061 members 
Mstep: Class 22 contains 64228 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 757 members 
Mstep: Class 26 contains 1153 members 
Mstep: Class 27 contains 42012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148015056.000000 Penalty: 114863.273438
Iteration 79Q: 34 clusters Score -1.480151e+08 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 803 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 60625 members 
Mstep: Class 3 contains 6698 members 
Mstep: Class 4 contains 23666 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 188673 members 
Mstep: Class 7 contains 3324 members 
Mstep: Class 8 contains 6811 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 5236 members 
Mstep: Class 11 contains 221873 members 
Mstep: Class 12 contains 72662 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 5031 members 
Mstep: Class 15 contains 170332 members 
Mstep: Class 16 contains 1229 members 
Mstep: Class 17 contains 33040 members 
Mstep: Class 18 contains 3835 members 
Mstep: Class 19 contains 223649 members 
Mstep: Class 20 contains 8176 members 
Mstep: Class 21 contains 33721 members 
Mstep: Class 22 contains 64236 members 
Mstep: Class 23 contains 190 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 42764 members 
Mstep: Class 28 contains 275 members 
Mstep: Class 29 contains 611 members 
Mstep: Class 30 contains 1643 members 
Mstep: Class 31 contains 526 members 
Mstep: Class 32 contains 142 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148019696.000000 Penalty: 114863.273438
Iteration 80F: 34 clusters Score -1.480197e+08 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 757 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 60577 members 
Mstep: Class 3 contains 6707 members 
Mstep: Class 4 contains 23665 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 191388 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 6804 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 10 contains 5221 members 
Mstep: Class 11 contains 220299 members 
Mstep: Class 12 contains 72394 members 
Mstep: Class 13 contains 335 members 
Mstep: Class 14 contains 5005 members 
Mstep: Class 15 contains 170365 members 
Mstep: Class 16 contains 1242 members 
Mstep: Class 17 contains 33022 members 
Mstep: Class 18 contains 3836 members 
Mstep: Class 19 contains 221416 members 
Mstep: Class 20 contains 8184 members 
Mstep: Class 21 contains 34376 members 
Mstep: Class 22 contains 64240 members 
Mstep: Class 23 contains 222 members 
Mstep: Class 24 contains 4631 members 
Mstep: Class 25 contains 770 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 43490 members 
Mstep: Class 28 contains 281 members 
Mstep: Class 29 contains 638 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 545 members 
Mstep: Class 32 contains 138 members 
Mstep: Class 33 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148022528.000000 Penalty: 114863.273438
Iteration 81Q: 34 clusters Score -1.480225e+08 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 752 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 60510 members 
Mstep: Class 3 contains 6713 members 
Mstep: Class 4 contains 23666 members 
Mstep: Class 5 contains 12479 members 
Mstep: Class 6 contains 194181 members 
Mstep: Class 7 contains 3356 members 
Mstep: Class 8 contains 6810 members 
Mstep: Class 9 contains 766 members 
Mstep: Class 10 contains 5205 members 
Mstep: Class 11 contains 218670 members 
Mstep: Class 12 contains 72094 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 4988 members 
Mstep: Class 15 contains 170496 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 33003 members 
Mstep: Class 18 contains 3836 members 
Mstep: Class 19 contains 219225 members 
Mstep: Class 20 contains 8196 members 
Mstep: Class 21 contains 34977 members 
Mstep: Class 22 contains 64236 members 
Mstep: Class 23 contains 223 members 
Mstep: Class 24 contains 4631 members 
Mstep: Class 25 contains 778 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 44186 members 
Mstep: Class 28 contains 287 members 
Mstep: Class 29 contains 637 members 
Mstep: Class 30 contains 1651 members 
Mstep: Class 31 contains 548 members 
Mstep: Class 32 contains 131 members 
Mstep: Class 33 contains 1765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148023664.000000 Penalty: 114863.273438
Iteration 82Q: 34 clusters Score -1.480237e+08 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 752 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 60468 members 
Mstep: Class 3 contains 6715 members 
Mstep: Class 4 contains 23670 members 
Mstep: Class 5 contains 12476 members 
Mstep: Class 6 contains 196948 members 
Mstep: Class 7 contains 3365 members 
Mstep: Class 8 contains 6807 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 5197 members 
Mstep: Class 11 contains 217001 members 
Mstep: Class 12 contains 71806 members 
Mstep: Class 13 contains 334 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 170656 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 32991 members 
Mstep: Class 18 contains 3838 members 
Mstep: Class 19 contains 217051 members 
Mstep: Class 20 contains 8204 members 
Mstep: Class 21 contains 35572 members 
Mstep: Class 22 contains 64235 members 
Mstep: Class 23 contains 224 members 
Mstep: Class 24 contains 4631 members 
Mstep: Class 25 contains 782 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148025408.000000 Penalty: 114863.273438
Iteration 83Q: 34 clusters Score -1.480254e+08 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 752 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 60395 members 
Mstep: Class 3 contains 6717 members 
Mstep: Class 4 contains 23673 members 
Mstep: Class 5 contains 12476 members 
Mstep: Class 6 contains 199750 members 
Mstep: Class 7 contains 3381 members 
Mstep: Class 8 contains 6805 members 
Mstep: Class 9 contains 770 members 
Mstep: Class 10 contains 5187 members 
Mstep: Class 11 contains 215264 members 
Mstep: Class 12 contains 71547 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 4941 members 
Mstep: Class 15 contains 170872 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 32971 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 215020 members 
Mstep: Class 20 contains 8212 members 
Mstep: Class 21 contains 36158 members 
Mstep: Class 22 contains 64232 members 
Mstep: Class 23 contains 225 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 45436 members 
Mstep: Class 28 contains 289 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 541 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148026832.000000 Penalty: 114863.273438
Iteration 84Q: 34 clusters Score -1.480268e+08 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 752 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 60278 members 
Mstep: Class 3 contains 6717 members 
Mstep: Class 4 contains 23684 members 
Mstep: Class 5 contains 12475 members 
Mstep: Class 6 contains 202562 members 
Mstep: Class 7 contains 3399 members 
Mstep: Class 8 contains 6808 members 
Mstep: Class 9 contains 771 members 
Mstep: Class 10 contains 5181 members 
Mstep: Class 11 contains 213405 members 
Mstep: Class 12 contains 71291 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 4908 members 
Mstep: Class 15 contains 171173 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 32957 members 
Mstep: Class 18 contains 3839 members 
Mstep: Class 19 contains 213145 members 
Mstep: Class 20 contains 8214 members 
Mstep: Class 21 contains 36741 members 
Mstep: Class 22 contains 64232 members 
Mstep: Class 23 contains 224 members 
Mstep: Class 24 contains 4631 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 45872 members 
Mstep: Class 28 contains 290 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 541 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028160.000000 Penalty: 114863.273438
Iteration 85Q: 34 clusters Score -1.480282e+08 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 752 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 60191 members 
Mstep: Class 3 contains 6725 members 
Mstep: Class 4 contains 23701 members 
Mstep: Class 5 contains 12475 members 
Mstep: Class 6 contains 205386 members 
Mstep: Class 7 contains 3418 members 
Mstep: Class 8 contains 6806 members 
Mstep: Class 9 contains 772 members 
Mstep: Class 10 contains 5167 members 
Mstep: Class 11 contains 211629 members 
Mstep: Class 12 contains 70996 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 4876 members 
Mstep: Class 15 contains 171544 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 32950 members 
Mstep: Class 18 contains 3839 members 
Mstep: Class 19 contains 211133 members 
Mstep: Class 20 contains 8217 members 
Mstep: Class 21 contains 37360 members 
Mstep: Class 22 contains 64243 members 
Mstep: Class 23 contains 224 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 1146 members 
Mstep: Class 27 contains 46248 members 
Mstep: Class 28 contains 292 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 538 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148029664.000000 Penalty: 114863.273438
Iteration 86Q: 34 clusters Score -1.480297e+08 nChanged 7656
Entering Unmasked Mstep 
Mstep: Class 0 contains 752 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 60092 members 
Mstep: Class 3 contains 6726 members 
Mstep: Class 4 contains 23720 members 
Mstep: Class 5 contains 12475 members 
Mstep: Class 6 contains 208283 members 
Mstep: Class 7 contains 3440 members 
Mstep: Class 8 contains 6800 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 5162 members 
Mstep: Class 11 contains 210071 members 
Mstep: Class 12 contains 70700 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 171890 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 32940 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 208955 members 
Mstep: Class 20 contains 8220 members 
Mstep: Class 21 contains 37962 members 
Mstep: Class 22 contains 64251 members 
Mstep: Class 23 contains 224 members 
Mstep: Class 24 contains 4629 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 46566 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1653 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148030144.000000 Penalty: 114863.273438
Iteration 87Q: 34 clusters Score -1.480301e+08 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 752 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 59979 members 
Mstep: Class 3 contains 6736 members 
Mstep: Class 4 contains 23734 members 
Mstep: Class 5 contains 12475 members 
Mstep: Class 6 contains 211160 members 
Mstep: Class 7 contains 3461 members 
Mstep: Class 8 contains 6792 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 5159 members 
Mstep: Class 11 contains 208563 members 
Mstep: Class 12 contains 70444 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 172226 members 
Mstep: Class 16 contains 1267 members 
Mstep: Class 17 contains 32918 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 206757 members 
Mstep: Class 20 contains 8222 members 
Mstep: Class 21 contains 38574 members 
Mstep: Class 22 contains 64265 members 
Mstep: Class 23 contains 224 members 
Mstep: Class 24 contains 4629 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 46853 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148032032.000000 Penalty: 114863.273438
Iteration 88Q: 34 clusters Score -1.48032e+08 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 752 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 59854 members 
Mstep: Class 3 contains 6744 members 
Mstep: Class 4 contains 23747 members 
Mstep: Class 5 contains 12476 members 
Mstep: Class 6 contains 214071 members 
Mstep: Class 7 contains 3480 members 
Mstep: Class 8 contains 6794 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 5153 members 
Mstep: Class 11 contains 207113 members 
Mstep: Class 12 contains 70220 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 4775 members 
Mstep: Class 15 contains 172586 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 32906 members 
Mstep: Class 18 contains 3838 members 
Mstep: Class 19 contains 204534 members 
Mstep: Class 20 contains 8227 members 
Mstep: Class 21 contains 39147 members 
Mstep: Class 22 contains 64269 members 
Mstep: Class 23 contains 224 members 
Mstep: Class 24 contains 4629 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 47074 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148033328.000000 Penalty: 114863.273438
Iteration 89Q: 34 clusters Score -1.480333e+08 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 752 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 59744 members 
Mstep: Class 3 contains 6746 members 
Mstep: Class 4 contains 23755 members 
Mstep: Class 5 contains 12475 members 
Mstep: Class 6 contains 216932 members 
Mstep: Class 7 contains 3507 members 
Mstep: Class 8 contains 6798 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 5151 members 
Mstep: Class 11 contains 205707 members 
Mstep: Class 12 contains 69983 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 4747 members 
Mstep: Class 15 contains 172941 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 32887 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 202345 members 
Mstep: Class 20 contains 8229 members 
Mstep: Class 21 contains 39688 members 
Mstep: Class 22 contains 64271 members 
Mstep: Class 23 contains 224 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 47299 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148034864.000000 Penalty: 114863.273438
Iteration 90Q: 34 clusters Score -1.480349e+08 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 752 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 59596 members 
Mstep: Class 3 contains 6745 members 
Mstep: Class 4 contains 23781 members 
Mstep: Class 5 contains 12474 members 
Mstep: Class 6 contains 219750 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 6807 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 5144 members 
Mstep: Class 11 contains 204304 members 
Mstep: Class 12 contains 69762 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 4716 members 
Mstep: Class 15 contains 173285 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 32882 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 200262 members 
Mstep: Class 20 contains 8232 members 
Mstep: Class 21 contains 40209 members 
Mstep: Class 22 contains 64285 members 
Mstep: Class 23 contains 224 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 47476 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148036032.000000 Penalty: 114863.273438
Iteration 91Q: 34 clusters Score -1.48036e+08 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 752 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 59440 members 
Mstep: Class 3 contains 6749 members 
Mstep: Class 4 contains 23815 members 
Mstep: Class 5 contains 12474 members 
Mstep: Class 6 contains 222494 members 
Mstep: Class 7 contains 3551 members 
Mstep: Class 8 contains 6804 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 5141 members 
Mstep: Class 11 contains 203011 members 
Mstep: Class 12 contains 69534 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 4693 members 
Mstep: Class 15 contains 173673 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 32878 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 198195 members 
Mstep: Class 20 contains 8234 members 
Mstep: Class 21 contains 40694 members 
Mstep: Class 22 contains 64290 members 
Mstep: Class 23 contains 224 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 47589 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148037152.000000 Penalty: 114863.273438
Iteration 92Q: 34 clusters Score -1.480372e+08 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 752 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 59264 members 
Mstep: Class 3 contains 6755 members 
Mstep: Class 4 contains 23847 members 
Mstep: Class 5 contains 12474 members 
Mstep: Class 6 contains 225165 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 6805 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 5139 members 
Mstep: Class 11 contains 201808 members 
Mstep: Class 12 contains 69294 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 4663 members 
Mstep: Class 15 contains 174114 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 32868 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 196188 members 
Mstep: Class 20 contains 8240 members 
Mstep: Class 21 contains 41130 members 
Mstep: Class 22 contains 64298 members 
Mstep: Class 23 contains 224 members 
Mstep: Class 24 contains 4626 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 47668 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148038208.000000 Penalty: 114863.273438
Iteration 93Q: 34 clusters Score -1.480382e+08 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 752 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 59075 members 
Mstep: Class 3 contains 6756 members 
Mstep: Class 4 contains 23876 members 
Mstep: Class 5 contains 12474 members 
Mstep: Class 6 contains 227754 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 6807 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 5138 members 
Mstep: Class 11 contains 200623 members 
Mstep: Class 12 contains 69060 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 4637 members 
Mstep: Class 15 contains 174621 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 32862 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 194151 members 
Mstep: Class 20 contains 8244 members 
Mstep: Class 21 contains 41557 members 
Mstep: Class 22 contains 64303 members 
Mstep: Class 23 contains 224 members 
Mstep: Class 24 contains 4626 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 47774 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148038560.000000 Penalty: 114863.273438
Iteration 94Q: 34 clusters Score -1.480386e+08 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 752 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 58863 members 
Mstep: Class 3 contains 6765 members 
Mstep: Class 4 contains 23904 members 
Mstep: Class 5 contains 12474 members 
Mstep: Class 6 contains 230218 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 6807 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 5132 members 
Mstep: Class 11 contains 199435 members 
Mstep: Class 12 contains 68813 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 175122 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 32860 members 
Mstep: Class 18 contains 3838 members 
Mstep: Class 19 contains 192270 members 
Mstep: Class 20 contains 8248 members 
Mstep: Class 21 contains 42021 members 
Mstep: Class 22 contains 64317 members 
Mstep: Class 23 contains 224 members 
Mstep: Class 24 contains 4626 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 47845 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 1656 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148039184.000000 Penalty: 114863.273438
Iteration 95Q: 34 clusters Score -1.480392e+08 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 752 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 58685 members 
Mstep: Class 3 contains 6775 members 
Mstep: Class 4 contains 23932 members 
Mstep: Class 5 contains 12475 members 
Mstep: Class 6 contains 232604 members 
Mstep: Class 7 contains 3684 members 
Mstep: Class 8 contains 6807 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 5126 members 
Mstep: Class 11 contains 198305 members 
Mstep: Class 12 contains 68569 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 4590 members 
Mstep: Class 15 contains 175684 members 
Mstep: Class 16 contains 1270 members 
Mstep: Class 17 contains 32849 members 
Mstep: Class 18 contains 3838 members 
Mstep: Class 19 contains 190434 members 
Mstep: Class 20 contains 8247 members 
Mstep: Class 21 contains 42466 members 
Mstep: Class 22 contains 64311 members 
Mstep: Class 23 contains 224 members 
Mstep: Class 24 contains 4626 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 47838 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148040480.000000 Penalty: 114863.273438
Iteration 96Q: 34 clusters Score -1.480405e+08 nChanged 7062
Entering Unmasked Mstep 
Mstep: Class 0 contains 752 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 58515 members 
Mstep: Class 3 contains 6782 members 
Mstep: Class 4 contains 23967 members 
Mstep: Class 5 contains 12474 members 
Mstep: Class 6 contains 234902 members 
Mstep: Class 7 contains 3703 members 
Mstep: Class 8 contains 6813 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 5121 members 
Mstep: Class 11 contains 197055 members 
Mstep: Class 12 contains 68355 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 4561 members 
Mstep: Class 15 contains 176256 members 
Mstep: Class 16 contains 1270 members 
Mstep: Class 17 contains 32841 members 
Mstep: Class 18 contains 3838 members 
Mstep: Class 19 contains 188773 members 
Mstep: Class 20 contains 8248 members 
Mstep: Class 21 contains 42887 members 
Mstep: Class 22 contains 64308 members 
Mstep: Class 23 contains 224 members 
Mstep: Class 24 contains 4625 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 47839 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148041152.000000 Penalty: 114863.273438
Iteration 97Q: 34 clusters Score -1.480412e+08 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 752 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 58335 members 
Mstep: Class 3 contains 6794 members 
Mstep: Class 4 contains 23994 members 
Mstep: Class 5 contains 12473 members 
Mstep: Class 6 contains 237119 members 
Mstep: Class 7 contains 3717 members 
Mstep: Class 8 contains 6810 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 5115 members 
Mstep: Class 11 contains 195749 members 
Mstep: Class 12 contains 68135 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 176909 members 
Mstep: Class 16 contains 1270 members 
Mstep: Class 17 contains 32824 members 
Mstep: Class 18 contains 3839 members 
Mstep: Class 19 contains 187258 members 
Mstep: Class 20 contains 8251 members 
Mstep: Class 21 contains 43299 members 
Mstep: Class 22 contains 64311 members 
Mstep: Class 23 contains 224 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 47788 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148041408.000000 Penalty: 114863.273438
Iteration 98Q: 34 clusters Score -1.480414e+08 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 752 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 58157 members 
Mstep: Class 3 contains 6809 members 
Mstep: Class 4 contains 24026 members 
Mstep: Class 5 contains 12473 members 
Mstep: Class 6 contains 239274 members 
Mstep: Class 7 contains 3733 members 
Mstep: Class 8 contains 6804 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 5111 members 
Mstep: Class 11 contains 194394 members 
Mstep: Class 12 contains 67910 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 4519 members 
Mstep: Class 15 contains 177670 members 
Mstep: Class 16 contains 1270 members 
Mstep: Class 17 contains 32808 members 
Mstep: Class 18 contains 3839 members 
Mstep: Class 19 contains 185748 members 
Mstep: Class 20 contains 8255 members 
Mstep: Class 21 contains 43669 members 
Mstep: Class 22 contains 64317 members 
Mstep: Class 23 contains 224 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 47755 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 1655 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042320.000000 Penalty: 114863.273438
Iteration 99Q: 34 clusters Score -1.480423e+08 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 752 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 57991 members 
Mstep: Class 3 contains 6814 members 
Mstep: Class 4 contains 24051 members 
Mstep: Class 5 contains 12475 members 
Mstep: Class 6 contains 241208 members 
Mstep: Class 7 contains 3750 members 
Mstep: Class 8 contains 6795 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 5107 members 
Mstep: Class 11 contains 193028 members 
Mstep: Class 12 contains 67734 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 4506 members 
Mstep: Class 15 contains 178441 members 
Mstep: Class 16 contains 1270 members 
Mstep: Class 17 contains 32798 members 
Mstep: Class 18 contains 3838 members 
Mstep: Class 19 contains 184374 members 
Mstep: Class 20 contains 8258 members 
Mstep: Class 21 contains 44061 members 
Mstep: Class 22 contains 64322 members 
Mstep: Class 23 contains 224 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 47730 members 
Mstep: Class 28 contains 291 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 127 members 
Mstep: Class 33 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148049680.000000 Penalty: 114863.273438
Iteration 100F: 34 clusters Score -1.480497e+08 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 618 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 57832 members 
Mstep: Class 3 contains 6822 members 
Mstep: Class 4 contains 24073 members 
Mstep: Class 5 contains 12472 members 
Mstep: Class 6 contains 242900 members 
Mstep: Class 7 contains 3759 members 
Mstep: Class 8 contains 6788 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 5104 members 
Mstep: Class 11 contains 191705 members 
Mstep: Class 12 contains 67570 members 
Mstep: Class 13 contains 332 members 
Mstep: Class 14 contains 4494 members 
Mstep: Class 15 contains 179237 members 
Mstep: Class 16 contains 1270 members 
Mstep: Class 17 contains 32791 members 
Mstep: Class 18 contains 3838 members 
Mstep: Class 19 contains 183164 members 
Mstep: Class 20 contains 8262 members 
Mstep: Class 21 contains 44489 members 
Mstep: Class 22 contains 64337 members 
Mstep: Class 23 contains 357 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 783 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 47659 members 
Mstep: Class 28 contains 297 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 533 members 
Mstep: Class 32 contains 129 members 
Mstep: Class 33 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148056240.000000 Penalty: 114863.273438
Iteration 101Q: 34 clusters Score -1.480562e+08 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 57699 members 
Mstep: Class 3 contains 6830 members 
Mstep: Class 4 contains 24090 members 
Mstep: Class 5 contains 12472 members 
Mstep: Class 6 contains 244504 members 
Mstep: Class 7 contains 3758 members 
Mstep: Class 8 contains 6784 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 5104 members 
Mstep: Class 11 contains 190437 members 
Mstep: Class 12 contains 67407 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4480 members 
Mstep: Class 15 contains 180051 members 
Mstep: Class 16 contains 1273 members 
Mstep: Class 17 contains 32793 members 
Mstep: Class 18 contains 3838 members 
Mstep: Class 19 contains 182000 members 
Mstep: Class 20 contains 8263 members 
Mstep: Class 21 contains 44891 members 
Mstep: Class 22 contains 64349 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 784 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 47549 members 
Mstep: Class 28 contains 309 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 521 members 
Mstep: Class 32 contains 129 members 
Mstep: Class 33 contains 1761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148056112.000000 Penalty: 114863.273438
Iteration 102Q: 34 clusters Score -1.480561e+08 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 57579 members 
Mstep: Class 3 contains 6837 members 
Mstep: Class 4 contains 24103 members 
Mstep: Class 5 contains 12472 members 
Mstep: Class 6 contains 246064 members 
Mstep: Class 7 contains 3758 members 
Mstep: Class 8 contains 6784 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 189101 members 
Mstep: Class 12 contains 67285 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4466 members 
Mstep: Class 15 contains 180903 members 
Mstep: Class 16 contains 1277 members 
Mstep: Class 17 contains 32790 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 180878 members 
Mstep: Class 20 contains 8263 members 
Mstep: Class 21 contains 45256 members 
Mstep: Class 22 contains 64352 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 4625 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 47450 members 
Mstep: Class 28 contains 324 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 506 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148056144.000000 Penalty: 114863.273438
Iteration 103Q: 34 clusters Score -1.480561e+08 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 57481 members 
Mstep: Class 3 contains 6842 members 
Mstep: Class 4 contains 24119 members 
Mstep: Class 5 contains 12472 members 
Mstep: Class 6 contains 247405 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 6784 members 
Mstep: Class 9 contains 773 members 
Mstep: Class 10 contains 5104 members 
Mstep: Class 11 contains 187718 members 
Mstep: Class 12 contains 67168 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4457 members 
Mstep: Class 15 contains 181872 members 
Mstep: Class 16 contains 1281 members 
Mstep: Class 17 contains 32790 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 179864 members 
Mstep: Class 20 contains 8263 members 
Mstep: Class 21 contains 45624 members 
Mstep: Class 22 contains 64352 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 47356 members 
Mstep: Class 28 contains 334 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148056800.000000 Penalty: 114863.273438
Iteration 104Q: 34 clusters Score -1.480568e+08 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 57375 members 
Mstep: Class 3 contains 6848 members 
Mstep: Class 4 contains 24134 members 
Mstep: Class 5 contains 12472 members 
Mstep: Class 6 contains 248737 members 
Mstep: Class 7 contains 3769 members 
Mstep: Class 8 contains 6781 members 
Mstep: Class 9 contains 774 members 
Mstep: Class 10 contains 5101 members 
Mstep: Class 11 contains 186362 members 
Mstep: Class 12 contains 67056 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4448 members 
Mstep: Class 15 contains 182911 members 
Mstep: Class 16 contains 1282 members 
Mstep: Class 17 contains 32795 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 178822 members 
Mstep: Class 20 contains 8262 members 
Mstep: Class 21 contains 45938 members 
Mstep: Class 22 contains 64350 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 47277 members 
Mstep: Class 28 contains 343 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 488 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057552.000000 Penalty: 114863.273438
Iteration 105Q: 34 clusters Score -1.480576e+08 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 57279 members 
Mstep: Class 3 contains 6847 members 
Mstep: Class 4 contains 24145 members 
Mstep: Class 5 contains 12472 members 
Mstep: Class 6 contains 249981 members 
Mstep: Class 7 contains 3787 members 
Mstep: Class 8 contains 6779 members 
Mstep: Class 9 contains 775 members 
Mstep: Class 10 contains 5095 members 
Mstep: Class 11 contains 185029 members 
Mstep: Class 12 contains 66952 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4441 members 
Mstep: Class 15 contains 184009 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 32797 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 177797 members 
Mstep: Class 20 contains 8263 members 
Mstep: Class 21 contains 46226 members 
Mstep: Class 22 contains 64360 members 
Mstep: Class 23 contains 367 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 47162 members 
Mstep: Class 28 contains 350 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 482 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148058624.000000 Penalty: 114863.273438
Iteration 106Q: 34 clusters Score -1.480586e+08 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 57215 members 
Mstep: Class 3 contains 6844 members 
Mstep: Class 4 contains 24157 members 
Mstep: Class 5 contains 12472 members 
Mstep: Class 6 contains 251104 members 
Mstep: Class 7 contains 3806 members 
Mstep: Class 8 contains 6775 members 
Mstep: Class 9 contains 778 members 
Mstep: Class 10 contains 5089 members 
Mstep: Class 11 contains 183737 members 
Mstep: Class 12 contains 66875 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4440 members 
Mstep: Class 15 contains 185174 members 
Mstep: Class 16 contains 1283 members 
Mstep: Class 17 contains 32789 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 176752 members 
Mstep: Class 20 contains 8264 members 
Mstep: Class 21 contains 46494 members 
Mstep: Class 22 contains 64365 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 47069 members 
Mstep: Class 28 contains 350 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 483 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148060240.000000 Penalty: 114863.273438
Iteration 107Q: 34 clusters Score -1.480602e+08 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 57179 members 
Mstep: Class 3 contains 6841 members 
Mstep: Class 4 contains 24165 members 
Mstep: Class 5 contains 12473 members 
Mstep: Class 6 contains 252058 members 
Mstep: Class 7 contains 3833 members 
Mstep: Class 8 contains 6768 members 
Mstep: Class 9 contains 780 members 
Mstep: Class 10 contains 5082 members 
Mstep: Class 11 contains 182553 members 
Mstep: Class 12 contains 66767 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4433 members 
Mstep: Class 15 contains 186353 members 
Mstep: Class 16 contains 1285 members 
Mstep: Class 17 contains 32793 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 175728 members 
Mstep: Class 20 contains 8268 members 
Mstep: Class 21 contains 46768 members 
Mstep: Class 22 contains 64366 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 46983 members 
Mstep: Class 28 contains 348 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 497 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148060336.000000 Penalty: 114863.273438
Iteration 108Q: 34 clusters Score -1.480603e+08 nChanged 6368
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 57152 members 
Mstep: Class 3 contains 6835 members 
Mstep: Class 4 contains 24170 members 
Mstep: Class 5 contains 12473 members 
Mstep: Class 6 contains 252880 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 6762 members 
Mstep: Class 9 contains 781 members 
Mstep: Class 10 contains 5077 members 
Mstep: Class 11 contains 181456 members 
Mstep: Class 12 contains 66726 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4431 members 
Mstep: Class 15 contains 187472 members 
Mstep: Class 16 contains 1286 members 
Mstep: Class 17 contains 32786 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 174773 members 
Mstep: Class 20 contains 8270 members 
Mstep: Class 21 contains 47020 members 
Mstep: Class 22 contains 64377 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 46903 members 
Mstep: Class 28 contains 347 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 497 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148060272.000000 Penalty: 114863.273438
Iteration 109Q: 34 clusters Score -1.480603e+08 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 57141 members 
Mstep: Class 3 contains 6836 members 
Mstep: Class 4 contains 24182 members 
Mstep: Class 5 contains 12474 members 
Mstep: Class 6 contains 253596 members 
Mstep: Class 7 contains 3854 members 
Mstep: Class 8 contains 6758 members 
Mstep: Class 9 contains 784 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 180324 members 
Mstep: Class 12 contains 66737 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4423 members 
Mstep: Class 15 contains 188614 members 
Mstep: Class 16 contains 1287 members 
Mstep: Class 17 contains 32777 members 
Mstep: Class 18 contains 3840 members 
Mstep: Class 19 contains 173877 members 
Mstep: Class 20 contains 8270 members 
Mstep: Class 21 contains 47259 members 
Mstep: Class 22 contains 64388 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 46833 members 
Mstep: Class 28 contains 344 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148061136.000000 Penalty: 114863.273438
Iteration 110Q: 34 clusters Score -1.480611e+08 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 57151 members 
Mstep: Class 3 contains 6836 members 
Mstep: Class 4 contains 24186 members 
Mstep: Class 5 contains 12475 members 
Mstep: Class 6 contains 254325 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 6751 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 5077 members 
Mstep: Class 11 contains 179145 members 
Mstep: Class 12 contains 66744 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4414 members 
Mstep: Class 15 contains 189798 members 
Mstep: Class 16 contains 1287 members 
Mstep: Class 17 contains 32773 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 172982 members 
Mstep: Class 20 contains 8272 members 
Mstep: Class 21 contains 47468 members 
Mstep: Class 22 contains 64396 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 46764 members 
Mstep: Class 28 contains 343 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148061040.000000 Penalty: 114863.273438
Iteration 111Q: 34 clusters Score -1.48061e+08 nChanged 6211
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 57176 members 
Mstep: Class 3 contains 6836 members 
Mstep: Class 4 contains 24201 members 
Mstep: Class 5 contains 12474 members 
Mstep: Class 6 contains 254989 members 
Mstep: Class 7 contains 3867 members 
Mstep: Class 8 contains 6738 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5075 members 
Mstep: Class 11 contains 177940 members 
Mstep: Class 12 contains 66762 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4403 members 
Mstep: Class 15 contains 190925 members 
Mstep: Class 16 contains 1288 members 
Mstep: Class 17 contains 32780 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 172237 members 
Mstep: Class 20 contains 8276 members 
Mstep: Class 21 contains 47642 members 
Mstep: Class 22 contains 64405 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1145 members 
Mstep: Class 27 contains 46692 members 
Mstep: Class 28 contains 342 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 498 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148061424.000000 Penalty: 114863.273438
Iteration 112Q: 34 clusters Score -1.480614e+08 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 57193 members 
Mstep: Class 3 contains 6840 members 
Mstep: Class 4 contains 24228 members 
Mstep: Class 5 contains 12474 members 
Mstep: Class 6 contains 255522 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 8 contains 6727 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5069 members 
Mstep: Class 11 contains 176825 members 
Mstep: Class 12 contains 66815 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4402 members 
Mstep: Class 15 contains 191988 members 
Mstep: Class 16 contains 1289 members 
Mstep: Class 17 contains 32786 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 171542 members 
Mstep: Class 20 contains 8279 members 
Mstep: Class 21 contains 47832 members 
Mstep: Class 22 contains 64415 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1144 members 
Mstep: Class 27 contains 46603 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 499 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148060768.000000 Penalty: 114863.273438
Iteration 113Q: 34 clusters Score -1.480608e+08 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 57211 members 
Mstep: Class 3 contains 6846 members 
Mstep: Class 4 contains 24252 members 
Mstep: Class 5 contains 12474 members 
Mstep: Class 6 contains 255900 members 
Mstep: Class 7 contains 3864 members 
Mstep: Class 8 contains 6727 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5063 members 
Mstep: Class 11 contains 175742 members 
Mstep: Class 12 contains 66892 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4393 members 
Mstep: Class 15 contains 193050 members 
Mstep: Class 16 contains 1291 members 
Mstep: Class 17 contains 32795 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 170954 members 
Mstep: Class 20 contains 8283 members 
Mstep: Class 21 contains 48012 members 
Mstep: Class 22 contains 64429 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46528 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 500 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148060528.000000 Penalty: 114863.273438
Iteration 114Q: 34 clusters Score -1.480605e+08 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 57238 members 
Mstep: Class 3 contains 6858 members 
Mstep: Class 4 contains 24275 members 
Mstep: Class 5 contains 12475 members 
Mstep: Class 6 contains 256308 members 
Mstep: Class 7 contains 3861 members 
Mstep: Class 8 contains 6719 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5057 members 
Mstep: Class 11 contains 174619 members 
Mstep: Class 12 contains 66993 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4383 members 
Mstep: Class 15 contains 194000 members 
Mstep: Class 16 contains 1292 members 
Mstep: Class 17 contains 32798 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 170430 members 
Mstep: Class 20 contains 8291 members 
Mstep: Class 21 contains 48180 members 
Mstep: Class 22 contains 64427 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46488 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 500 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148060352.000000 Penalty: 114863.273438
Iteration 115Q: 34 clusters Score -1.480604e+08 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 57226 members 
Mstep: Class 3 contains 6869 members 
Mstep: Class 4 contains 24301 members 
Mstep: Class 5 contains 12476 members 
Mstep: Class 6 contains 256675 members 
Mstep: Class 7 contains 3860 members 
Mstep: Class 8 contains 6713 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 173532 members 
Mstep: Class 12 contains 67091 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4380 members 
Mstep: Class 15 contains 194896 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 169989 members 
Mstep: Class 20 contains 8294 members 
Mstep: Class 21 contains 48319 members 
Mstep: Class 22 contains 64429 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46466 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 500 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148060272.000000 Penalty: 114863.273438
Iteration 116Q: 34 clusters Score -1.480603e+08 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 57254 members 
Mstep: Class 3 contains 6873 members 
Mstep: Class 4 contains 24330 members 
Mstep: Class 5 contains 12473 members 
Mstep: Class 6 contains 256879 members 
Mstep: Class 7 contains 3847 members 
Mstep: Class 8 contains 6707 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 172501 members 
Mstep: Class 12 contains 67194 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4376 members 
Mstep: Class 15 contains 195689 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32808 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 169667 members 
Mstep: Class 20 contains 8298 members 
Mstep: Class 21 contains 48475 members 
Mstep: Class 22 contains 64445 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46469 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 500 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148060208.000000 Penalty: 114863.273438
Iteration 117Q: 34 clusters Score -1.480602e+08 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 57301 members 
Mstep: Class 3 contains 6883 members 
Mstep: Class 4 contains 24350 members 
Mstep: Class 5 contains 12475 members 
Mstep: Class 6 contains 257076 members 
Mstep: Class 7 contains 3840 members 
Mstep: Class 8 contains 6705 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 171548 members 
Mstep: Class 12 contains 67255 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4377 members 
Mstep: Class 15 contains 196446 members 
Mstep: Class 16 contains 1292 members 
Mstep: Class 17 contains 32820 members 
Mstep: Class 18 contains 3842 members 
Mstep: Class 19 contains 169324 members 
Mstep: Class 20 contains 8308 members 
Mstep: Class 21 contains 48630 members 
Mstep: Class 22 contains 64442 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46490 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 500 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148060656.000000 Penalty: 114863.273438
Iteration 118Q: 34 clusters Score -1.480607e+08 nChanged 4628
Entering ConstructFrom: 
Score: -148060656.000000 Penalty: 114863.273438
Entering ConstructFrom: 
Trying to split cluster 1 (43495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Entering Unmasked Estep 
Score: -5205077.500000 Penalty: 2648.739502
	Iteration 0F: 2 clusters Score -5205078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -5175582.000000 Penalty: 5297.479004
	Iteration 0F: 3 clusters Score -5175582 nChanged 20094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -5186924.500000 Penalty: 5297.479004
	Iteration 1F: 3 clusters Score -5186924 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -5187641.500000 Penalty: 5297.479004
	Iteration 2Q: 3 clusters Score -5187642 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -5188415.000000 Penalty: 5297.479004
	Iteration 3Q: 3 clusters Score -5188415 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -5189286.500000 Penalty: 5297.479004
	Iteration 4Q: 3 clusters Score -5189286 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -5190363.500000 Penalty: 5297.479004
	Iteration 5F: 3 clusters Score -5190364 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -5191650.000000 Penalty: 5297.479004
	Iteration 6F: 3 clusters Score -5191650 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -5193293.000000 Penalty: 5297.479004
	Iteration 7F: 3 clusters Score -5193293 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -5195285.000000 Penalty: 5297.479004
	Iteration 8F: 3 clusters Score -5195285 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -5197247.000000 Penalty: 5297.479004
	Iteration 9F: 3 clusters Score -5197247 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -5199126.500000 Penalty: 5297.479004
	Iteration 10Q: 3 clusters Score -5199126 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -5200672.000000 Penalty: 5297.479004
	Iteration 11Q: 3 clusters Score -5200672 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -5201650.000000 Penalty: 5297.479004
	Iteration 12Q: 3 clusters Score -5201650 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -5202263.500000 Penalty: 5297.479004
	Iteration 13Q: 3 clusters Score -5202264 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -5202654.500000 Penalty: 5297.479004
	Iteration 14Q: 3 clusters Score -5202654 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -5202949.000000 Penalty: 5297.479004
	Iteration 15Q: 3 clusters Score -5202949 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -5203136.000000 Penalty: 5297.479004
	Iteration 16Q: 3 clusters Score -5203136 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -5203275.500000 Penalty: 5297.479004
	Iteration 17Q: 3 clusters Score -5203276 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -5203396.000000 Penalty: 5297.479004
	Iteration 18Q: 3 clusters Score -5203396 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -5203472.000000 Penalty: 5297.479004
	Iteration 19Q: 3 clusters Score -5203472 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -5203550.500000 Penalty: 5297.479004
	Iteration 20F: 3 clusters Score -5203550 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -5203578.500000 Penalty: 5297.479004
	Iteration 21Q: 3 clusters Score -5203578 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -5203612.500000 Penalty: 5297.479004
	Iteration 22Q: 3 clusters Score -5203612 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -5203650.000000 Penalty: 5297.479004
	Iteration 23Q: 3 clusters Score -5203650 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -5203662.000000 Penalty: 5297.479004
	Iteration 24Q: 3 clusters Score -5203662 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -5203684.000000 Penalty: 5297.479004
	Iteration 25Q: 3 clusters Score -5203684 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -5203691.000000 Penalty: 5297.479004
	Iteration 26Q: 3 clusters Score -5203691 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -5203704.000000 Penalty: 5297.479004
	Iteration 27Q: 3 clusters Score -5203704 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -5203692.000000 Penalty: 5297.479004
	Iteration 28Q: 3 clusters Score -5203692 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -5203720.500000 Penalty: 5297.479004
	Iteration 29Q: 3 clusters Score -5203720 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -5203733.000000 Penalty: 5297.479004
	Iteration 30Q: 3 clusters Score -5203733 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -5203742.500000 Penalty: 5297.479004
	Iteration 31Q: 3 clusters Score -5203742 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -5203750.000000 Penalty: 5297.479004
	Iteration 32Q: 3 clusters Score -5203750 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -5203749.500000 Penalty: 5297.479004
	Iteration 33Q: 3 clusters Score -5203750 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -5203759.000000 Penalty: 5297.479004
	Iteration 34Q: 3 clusters Score -5203759 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -5203758.000000 Penalty: 5297.479004
	Iteration 35Q: 3 clusters Score -5203758 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -5203773.000000 Penalty: 5297.479004
	Iteration 36Q: 3 clusters Score -5203773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -5203779.000000 Penalty: 5297.479004
	Iteration 37Q: 3 clusters Score -5203779 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -5203772.000000 Penalty: 5297.479004
	Iteration 38Q: 3 clusters Score -5203772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -5203777.500000 Penalty: 5297.479004
	Iteration 39Q: 3 clusters Score -5203778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -5203777.000000 Penalty: 5297.479004
	Iteration 40F: 3 clusters Score -5203777 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -5203783.000000 Penalty: 5297.479004
	Iteration 41Q: 3 clusters Score -5203783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -5203796.000000 Penalty: 5297.479004
	Iteration 42Q: 3 clusters Score -5203796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -5203799.000000 Penalty: 5297.479004
	Iteration 43Q: 3 clusters Score -5203799 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -5203797.000000 Penalty: 5297.479004
	Iteration 44Q: 3 clusters Score -5203797 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -5203786.500000 Penalty: 5297.479004
	Iteration 45Q: 3 clusters Score -5203786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -5203795.500000 Penalty: 5297.479004
	Iteration 46Q: 3 clusters Score -5203796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -5203802.000000 Penalty: 5297.479004
	Iteration 47Q: 3 clusters Score -5203802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -5203801.500000 Penalty: 5297.479004
	Iteration 48Q: 3 clusters Score -5203802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -5203805.500000 Penalty: 5297.479004
	Iteration 49Q: 3 clusters Score -5203806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -5203802.500000 Penalty: 5297.479004
	Iteration 50Q: 3 clusters Score -5203802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -5203809.000000 Penalty: 5297.479004
	Iteration 51Q: 3 clusters Score -5203809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -5203802.500000 Penalty: 5297.479004
	Iteration 52Q: 3 clusters Score -5203802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -5203811.000000 Penalty: 5297.479004
	Iteration 53Q: 3 clusters Score -5203811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -5203816.500000 Penalty: 5297.479004
	Iteration 54Q: 3 clusters Score -5203816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -5203810.000000 Penalty: 5297.479004
	Iteration 55Q: 3 clusters Score -5203810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -5203813.000000 Penalty: 5297.479004
	Iteration 56Q: 3 clusters Score -5203813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -5203816.000000 Penalty: 5297.479004
	Iteration 57Q: 3 clusters Score -5203816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -5203816.500000 Penalty: 5297.479004
	Iteration 58Q: 3 clusters Score -5203816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -5203822.500000 Penalty: 5297.479004
	Iteration 59Q: 3 clusters Score -5203822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -5203819.000000 Penalty: 5297.479004
	Iteration 60F: 3 clusters Score -5203819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -5203813.000000 Penalty: 5297.479004
	Iteration 61Q: 3 clusters Score -5203813 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -5203825.500000 Penalty: 5297.479004
	Iteration 62Q: 3 clusters Score -5203826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -5203812.000000 Penalty: 5297.479004
	Iteration 63Q: 3 clusters Score -5203812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -5203813.500000 Penalty: 5297.479004
	Iteration 64Q: 3 clusters Score -5203814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -5203813.000000 Penalty: 5297.479004
	Iteration 65Q: 3 clusters Score -5203813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -5203813.500000 Penalty: 5297.479004
	Iteration 66Q: 3 clusters Score -5203814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -5203805.000000 Penalty: 5297.479004
	Iteration 67Q: 3 clusters Score -5203805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -5203807.500000 Penalty: 5297.479004
	Iteration 68Q: 3 clusters Score -5203808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -5203808.000000 Penalty: 5297.479004
	Iteration 69Q: 3 clusters Score -5203808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -5203816.500000 Penalty: 5297.479004
	Iteration 70Q: 3 clusters Score -5203816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -5203817.500000 Penalty: 5297.479004
	Iteration 71Q: 3 clusters Score -5203818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -5203810.500000 Penalty: 5297.479004
	Iteration 72Q: 3 clusters Score -5203810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -5203823.000000 Penalty: 5297.479004
	Iteration 73Q: 3 clusters Score -5203823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -5203830.500000 Penalty: 5297.479004
	Iteration 74Q: 3 clusters Score -5203830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -5203835.000000 Penalty: 5297.479004
	Iteration 75Q: 3 clusters Score -5203835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -5203838.500000 Penalty: 5297.479004
	Iteration 76Q: 3 clusters Score -5203838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -5203828.500000 Penalty: 5297.479004
	Iteration 77Q: 3 clusters Score -5203828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -5203832.000000 Penalty: 5297.479004
	Iteration 78Q: 3 clusters Score -5203832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -5203830.000000 Penalty: 5297.479004
	Iteration 79Q: 3 clusters Score -5203830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -5203834.000000 Penalty: 5297.479004
	Iteration 80F: 3 clusters Score -5203834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -5203830.000000 Penalty: 5297.479004
	Iteration 81Q: 3 clusters Score -5203830 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -5203837.000000 Penalty: 5297.479004
	Iteration 82Q: 3 clusters Score -5203837 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -5203835.000000 Penalty: 5297.479004
	Iteration 83Q: 3 clusters Score -5203835 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -5203832.000000 Penalty: 5297.479004
	Iteration 84Q: 3 clusters Score -5203832 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -5203825.500000 Penalty: 5297.479004
	Iteration 85Q: 3 clusters Score -5203826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -5203812.500000 Penalty: 5297.479004
	Iteration 86Q: 3 clusters Score -5203812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -5203816.000000 Penalty: 5297.479004
	Iteration 87Q: 3 clusters Score -5203816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -5203813.500000 Penalty: 5297.479004
	Iteration 88Q: 3 clusters Score -5203814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -5203810.000000 Penalty: 5297.479004
	Iteration 89Q: 3 clusters Score -5203810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -5203809.000000 Penalty: 5297.479004
	Iteration 90Q: 3 clusters Score -5203809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -5203826.500000 Penalty: 5297.479004
	Iteration 91Q: 3 clusters Score -5203826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -5203825.500000 Penalty: 5297.479004
	Iteration 92Q: 3 clusters Score -5203826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -5203823.500000 Penalty: 5297.479004
	Iteration 93Q: 3 clusters Score -5203824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -5203820.500000 Penalty: 5297.479004
	Iteration 94Q: 3 clusters Score -5203820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -5203826.500000 Penalty: 5297.479004
	Iteration 95Q: 3 clusters Score -5203826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -5203828.500000 Penalty: 5297.479004
	Iteration 96Q: 3 clusters Score -5203828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -5203836.500000 Penalty: 5297.479004
	Iteration 97Q: 3 clusters Score -5203836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -5203830.000000 Penalty: 5297.479004
	Iteration 98Q: 3 clusters Score -5203830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -5203828.000000 Penalty: 5297.479004
	Iteration 99Q: 3 clusters Score -5203828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -5203823.000000 Penalty: 5297.479004
	Iteration 100F: 3 clusters Score -5203823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -5203824.000000 Penalty: 5297.479004
	Iteration 101Q: 3 clusters Score -5203824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -5203819.500000 Penalty: 5297.479004
	Iteration 102Q: 3 clusters Score -5203820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -5203824.000000 Penalty: 5297.479004
	Iteration 103Q: 3 clusters Score -5203824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -5203821.500000 Penalty: 5297.479004
	Iteration 104Q: 3 clusters Score -5203822 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -5203815.000000 Penalty: 5297.479004
	Iteration 105Q: 3 clusters Score -5203815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -5203813.000000 Penalty: 5297.479004
	Iteration 106Q: 3 clusters Score -5203813 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -5203811.500000 Penalty: 5297.479004
	Iteration 107Q: 3 clusters Score -5203812 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -5203822.000000 Penalty: 5297.479004
	Iteration 108Q: 3 clusters Score -5203822 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -5203820.500000 Penalty: 5297.479004
	Iteration 109Q: 3 clusters Score -5203820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -5203817.000000 Penalty: 5297.479004
	Iteration 110Q: 3 clusters Score -5203817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -5203819.000000 Penalty: 5297.479004
	Iteration 111Q: 3 clusters Score -5203819 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -5203827.500000 Penalty: 5297.479004
	Iteration 112Q: 3 clusters Score -5203828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -5203829.000000 Penalty: 5297.479004
	Iteration 113Q: 3 clusters Score -5203829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -5203834.000000 Penalty: 5297.479004
	Iteration 114Q: 3 clusters Score -5203834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -5203819.500000 Penalty: 5297.479004
	Iteration 115Q: 3 clusters Score -5203820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -5203812.000000 Penalty: 5297.479004
	Iteration 116Q: 3 clusters Score -5203812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -5203821.000000 Penalty: 5297.479004
	Iteration 117Q: 3 clusters Score -5203821 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -5203813.000000 Penalty: 5297.479004
	Iteration 118Q: 3 clusters Score -5203813 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5203820 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -5203821.000000 Penalty: 5297.479004
	Iteration 120F: 3 clusters Score -5203821 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5203822 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203822.500000 Penalty: 5297.479004
	Iteration 122Q: 3 clusters Score -5203822 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -5203816.000000 Penalty: 5297.479004
	Iteration 123Q: 3 clusters Score -5203816 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -5203814.500000 Penalty: 5297.479004
	Iteration 124Q: 3 clusters Score -5203814 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203810.000000 Penalty: 5297.479004
	Iteration 125Q: 3 clusters Score -5203810 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -5203811.000000 Penalty: 5297.479004
	Iteration 126Q: 3 clusters Score -5203811 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203809.000000 Penalty: 5297.479004
	Iteration 127Q: 3 clusters Score -5203809 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203803.500000 Penalty: 5297.479004
	Iteration 128Q: 3 clusters Score -5203804 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203808.500000 Penalty: 5297.479004
	Iteration 129Q: 3 clusters Score -5203808 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -5203805.000000 Penalty: 5297.479004
	Iteration 130Q: 3 clusters Score -5203805 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203806.500000 Penalty: 5297.479004
	Iteration 131Q: 3 clusters Score -5203806 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203806.500000 Penalty: 5297.479004
	Iteration 132Q: 3 clusters Score -5203806 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -5203804.000000 Penalty: 5297.479004
	Iteration 133Q: 3 clusters Score -5203804 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -5203814.000000 Penalty: 5297.479004
	Iteration 134Q: 3 clusters Score -5203814 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203815.500000 Penalty: 5297.479004
	Iteration 135Q: 3 clusters Score -5203816 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29283 members 
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Entering Unmasked Estep 
Score: -5203821.000000 Penalty: 5297.479004
	Iteration 136Q: 3 clusters Score -5203821 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -5203818.000000 Penalty: 5297.479004
	Iteration 137Q: 3 clusters Score -5203818 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203832.500000 Penalty: 5297.479004
	Iteration 138Q: 3 clusters Score -5203832 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5203832 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -5203820.500000 Penalty: 5297.479004
	Iteration 140F: 3 clusters Score -5203820 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203812.500000 Penalty: 5297.479004
	Iteration 141Q: 3 clusters Score -5203812 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203826.000000 Penalty: 5297.479004
	Iteration 142Q: 3 clusters Score -5203826 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203834.000000 Penalty: 5297.479004
	Iteration 143Q: 3 clusters Score -5203834 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203848.000000 Penalty: 5297.479004
	Iteration 144Q: 3 clusters Score -5203848 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203839.500000 Penalty: 5297.479004
	Iteration 145Q: 3 clusters Score -5203840 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29080 members 
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Entering Unmasked Estep 
Score: -5203838.500000 Penalty: 5297.479004
	Iteration 146Q: 3 clusters Score -5203838 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203842.500000 Penalty: 5297.479004
	Iteration 147Q: 3 clusters Score -5203842 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -5203845.500000 Penalty: 5297.479004
	Iteration 148Q: 3 clusters Score -5203846 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203850.500000 Penalty: 5297.479004
	Iteration 149Q: 3 clusters Score -5203850 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203849.500000 Penalty: 5297.479004
	Iteration 150Q: 3 clusters Score -5203850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5203845 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203843.500000 Penalty: 5297.479004
	Iteration 152Q: 3 clusters Score -5203844 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203848.500000 Penalty: 5297.479004
	Iteration 153Q: 3 clusters Score -5203848 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203844.000000 Penalty: 5297.479004
	Iteration 154Q: 3 clusters Score -5203844 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5203848 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203853.500000 Penalty: 5297.479004
	Iteration 156Q: 3 clusters Score -5203854 nChanged 30
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203842.500000 Penalty: 5297.479004
	Iteration 157Q: 3 clusters Score -5203842 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203847.500000 Penalty: 5297.479004
	Iteration 158Q: 3 clusters Score -5203848 nChanged 34
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -5203843 nChanged 34
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203852.000000 Penalty: 5297.479004
	Iteration 160F: 3 clusters Score -5203852 nChanged 30
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5203852 nChanged 39
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203862.000000 Penalty: 5297.479004
	Iteration 162Q: 3 clusters Score -5203862 nChanged 33
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Score: -5203859.000000 Penalty: 5297.479004
	Iteration 163Q: 3 clusters Score -5203859 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203864.500000 Penalty: 5297.479004
	Iteration 164Q: 3 clusters Score -5203864 nChanged 27
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203869.000000 Penalty: 5297.479004
	Iteration 165Q: 3 clusters Score -5203869 nChanged 34
Entering Unmasked Mstep 
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	Iteration 166Q: 3 clusters Score -5203862 nChanged 40
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203878.500000 Penalty: 5297.479004
	Iteration 167Q: 3 clusters Score -5203878 nChanged 30
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Entering Unmasked Estep 
Score: -5203876.000000 Penalty: 5297.479004
	Iteration 168Q: 3 clusters Score -5203876 nChanged 40
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5203874 nChanged 56
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	Iteration 170Q: 3 clusters Score -5203892 nChanged 55
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -5203898 nChanged 57
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Entering Unmasked Estep 
Score: -5203907.000000 Penalty: 5297.479004
	Iteration 172Q: 3 clusters Score -5203907 nChanged 45
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	Iteration 173Q: 3 clusters Score -5203900 nChanged 52
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203908.500000 Penalty: 5297.479004
	Iteration 174Q: 3 clusters Score -5203908 nChanged 49
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Entering Unmasked Estep 
Score: -5203916.500000 Penalty: 5297.479004
	Iteration 175Q: 3 clusters Score -5203916 nChanged 44
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5203917 nChanged 46
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Entering Unmasked Estep 
Score: -5203911.500000 Penalty: 5297.479004
	Iteration 177Q: 3 clusters Score -5203912 nChanged 43
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Entering Unmasked Estep 
Score: -5203914.000000 Penalty: 5297.479004
	Iteration 178Q: 3 clusters Score -5203914 nChanged 51
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5203924 nChanged 43
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Entering Unmasked Estep 
Score: -5203919.500000 Penalty: 5297.479004
	Iteration 180F: 3 clusters Score -5203920 nChanged 56
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203940.500000 Penalty: 5297.479004
	Iteration 181Q: 3 clusters Score -5203940 nChanged 43
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Entering Unmasked Estep 
Score: -5203941.000000 Penalty: 5297.479004
	Iteration 182Q: 3 clusters Score -5203941 nChanged 51
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203947.500000 Penalty: 5297.479004
	Iteration 183Q: 3 clusters Score -5203948 nChanged 53
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -5203957 nChanged 67
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5203959 nChanged 69
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5203970 nChanged 73
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5203983.500000 Penalty: 5297.479004
	Iteration 187Q: 3 clusters Score -5203984 nChanged 65
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5203997 nChanged 70
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5204002 nChanged 64
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5203999 nChanged 64
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Entering Unmasked Estep 
Score: -5204003.500000 Penalty: 5297.479004
	Iteration 191Q: 3 clusters Score -5204004 nChanged 73
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Entering Unmasked Estep 
Score: -5204012.500000 Penalty: 5297.479004
	Iteration 192Q: 3 clusters Score -5204012 nChanged 73
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Entering Unmasked Estep 
Score: -5204033.000000 Penalty: 5297.479004
	Iteration 193Q: 3 clusters Score -5204033 nChanged 66
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Entering Unmasked Estep 
Score: -5204038.500000 Penalty: 5297.479004
	Iteration 194Q: 3 clusters Score -5204038 nChanged 65
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -5204025 nChanged 60
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5204033 nChanged 70
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5204046 nChanged 64
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Entering Unmasked Estep 
Score: -5204042.500000 Penalty: 5297.479004
	Iteration 198Q: 3 clusters Score -5204042 nChanged 76
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Entering Unmasked Estep 
Score: -5204051.000000 Penalty: 5297.479004
	Iteration 199Q: 3 clusters Score -5204051 nChanged 72
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Entering Unmasked Estep 
Score: -5204051.500000 Penalty: 5297.479004
	Iteration 200F: 3 clusters Score -5204052 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26672 members 
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Entering Unmasked Estep 
Score: -5204064.500000 Penalty: 5297.479004
	Iteration 201Q: 3 clusters Score -5204064 nChanged 62
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5204058.000000 Penalty: 5297.479004
	Iteration 202Q: 3 clusters Score -5204058 nChanged 49
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -5204068 nChanged 41
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Entering Unmasked Estep 
Score: -5204061.500000 Penalty: 5297.479004
	Iteration 204Q: 3 clusters Score -5204062 nChanged 35
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -5204074 nChanged 29
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Entering Unmasked Estep 
Score: -5204082.000000 Penalty: 5297.479004
	Iteration 206Q: 3 clusters Score -5204082 nChanged 34
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -5204090 nChanged 34
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Entering Unmasked Estep 
Score: -5204093.000000 Penalty: 5297.479004
	Iteration 208Q: 3 clusters Score -5204093 nChanged 28
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Entering Unmasked Estep 
Score: -5204081.000000 Penalty: 5297.479004
	Iteration 209Q: 3 clusters Score -5204081 nChanged 20
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Entering Unmasked Estep 
Score: -5204085.500000 Penalty: 5297.479004
	Iteration 210Q: 3 clusters Score -5204086 nChanged 20
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5204089 nChanged 20
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Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5204099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -5204092.000000 Penalty: 5297.479004
	Iteration 213Q: 3 clusters Score -5204092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -5204091.000000 Penalty: 5297.479004
	Iteration 214Q: 3 clusters Score -5204091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -5204094.500000 Penalty: 5297.479004
	Iteration 215Q: 3 clusters Score -5204094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -5204100.000000 Penalty: 5297.479004
	Iteration 216Q: 3 clusters Score -5204100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -5204095.500000 Penalty: 5297.479004
	Iteration 217Q: 3 clusters Score -5204096 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -5204091.500000 Penalty: 5297.479004
	Iteration 218Q: 3 clusters Score -5204092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -5204097.500000 Penalty: 5297.479004
	Iteration 219Q: 3 clusters Score -5204098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -5204096.000000 Penalty: 5297.479004
	Iteration 220F: 3 clusters Score -5204096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -5204096.000000 Penalty: 5297.479004
	Iteration 221Q: 3 clusters Score -5204096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -5204111.000000 Penalty: 5297.479004
	Iteration 222Q: 3 clusters Score -5204111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5204111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -5204111.000000 Penalty: 5297.479004
	Iteration 224Q: 3 clusters Score -5204111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -5204102.000000 Penalty: 5297.479004
	Iteration 225Q: 3 clusters Score -5204102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -5204112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -5204131.500000 Penalty: 5297.479004
	Iteration 227Q: 3 clusters Score -5204132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -5204126.500000 Penalty: 5297.479004
	Iteration 228Q: 3 clusters Score -5204126 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -5204133.000000 Penalty: 5297.479004
	Iteration 229Q: 3 clusters Score -5204133 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -5204130 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -5204143.500000 Penalty: 5297.479004
	Iteration 231Q: 3 clusters Score -5204144 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -5204140.000000 Penalty: 5297.479004
	Iteration 232Q: 3 clusters Score -5204140 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -5204136.000000 Penalty: 5297.479004
	Iteration 233Q: 3 clusters Score -5204136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -5204147.500000 Penalty: 5297.479004
	Iteration 234Q: 3 clusters Score -5204148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -5204158.500000 Penalty: 5297.479004
	Iteration 235Q: 3 clusters Score -5204158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -5204148.000000 Penalty: 5297.479004
	Iteration 236Q: 3 clusters Score -5204148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -5204157.000000 Penalty: 5297.479004
	Iteration 237Q: 3 clusters Score -5204157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -5204156.500000 Penalty: 5297.479004
	Iteration 238Q: 3 clusters Score -5204156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -5204152.000000 Penalty: 5297.479004
	Iteration 239Q: 3 clusters Score -5204152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -5204146.500000 Penalty: 5297.479004
	Iteration 240F: 3 clusters Score -5204146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -5204152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -5204150.000000 Penalty: 5297.479004
	Iteration 242Q: 3 clusters Score -5204150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -5204144.000000 Penalty: 5297.479004
	Iteration 243Q: 3 clusters Score -5204144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -5204143.500000 Penalty: 5297.479004
	Iteration 244Q: 3 clusters Score -5204144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -5204140.000000 Penalty: 5297.479004
	Iteration 245Q: 3 clusters Score -5204140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -5204144.500000 Penalty: 5297.479004
	Iteration 246Q: 3 clusters Score -5204144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -5204134.000000 Penalty: 5297.479004
	Iteration 247Q: 3 clusters Score -5204134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -5204132.000000 Penalty: 5297.479004
	Iteration 248Q: 3 clusters Score -5204132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -5204127.000000 Penalty: 5297.479004
	Iteration 249Q: 3 clusters Score -5204127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -5204136.000000 Penalty: 5297.479004
	Iteration 250Q: 3 clusters Score -5204136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -5204139.500000 Penalty: 5297.479004
	Iteration 251Q: 3 clusters Score -5204140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -5204135.000000 Penalty: 5297.479004
	Iteration 252Q: 3 clusters Score -5204135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -5204130.500000 Penalty: 5297.479004
	Iteration 253Q: 3 clusters Score -5204130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -5204133.500000 Penalty: 5297.479004
	Iteration 254Q: 3 clusters Score -5204134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -5204134.500000 Penalty: 5297.479004
	Iteration 255Q: 3 clusters Score -5204134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -5204136.000000 Penalty: 5297.479004
	Iteration 256Q: 3 clusters Score -5204136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -5204148.000000 Penalty: 5297.479004
	Iteration 257Q: 3 clusters Score -5204148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -5204153.500000 Penalty: 5297.479004
	Iteration 258Q: 3 clusters Score -5204154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -5204148.500000 Penalty: 5297.479004
	Iteration 259Q: 3 clusters Score -5204148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -5204139.500000 Penalty: 5297.479004
	Iteration 260F: 3 clusters Score -5204140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -5204146.500000 Penalty: 5297.479004
	Iteration 261Q: 3 clusters Score -5204146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -5204148.500000 Penalty: 5297.479004
	Iteration 262Q: 3 clusters Score -5204148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -5204150.500000 Penalty: 5297.479004
	Iteration 263Q: 3 clusters Score -5204150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -5204145.500000 Penalty: 5297.479004
	Iteration 264Q: 3 clusters Score -5204146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -5204156.000000 Penalty: 5297.479004
	Iteration 265Q: 3 clusters Score -5204156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -5204155.500000 Penalty: 5297.479004
	Iteration 266Q: 3 clusters Score -5204156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -5204155.500000 Penalty: 5297.479004
	Iteration 267Q: 3 clusters Score -5204156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -5204168.500000 Penalty: 5297.479004
	Iteration 268Q: 3 clusters Score -5204168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -5204164.500000 Penalty: 5297.479004
	Iteration 269Q: 3 clusters Score -5204164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -5204166.000000 Penalty: 5297.479004
	Iteration 270Q: 3 clusters Score -5204166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -5204173.500000 Penalty: 5297.479004
	Iteration 271Q: 3 clusters Score -5204174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -5204169.000000 Penalty: 5297.479004
	Iteration 272Q: 3 clusters Score -5204169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -5204157.500000 Penalty: 5297.479004
	Iteration 273Q: 3 clusters Score -5204158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -5204157.500000 Penalty: 5297.479004
	Iteration 274Q: 3 clusters Score -5204158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -5204160.000000 Penalty: 5297.479004
	Iteration 275Q: 3 clusters Score -5204160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -5204155.000000 Penalty: 5297.479004
	Iteration 276Q: 3 clusters Score -5204155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -5204158.000000 Penalty: 5297.479004
	Iteration 277Q: 3 clusters Score -5204158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -5204153.500000 Penalty: 5297.479004
	Iteration 278Q: 3 clusters Score -5204154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -5204153.000000 Penalty: 5297.479004
	Iteration 279Q: 3 clusters Score -5204153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -5204156.000000 Penalty: 5297.479004
	Iteration 280F: 3 clusters Score -5204156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -5204156.500000 Penalty: 5297.479004
	Iteration 281Q: 3 clusters Score -5204156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -5204158.500000 Penalty: 5297.479004
	Iteration 282Q: 3 clusters Score -5204158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -5204161.000000 Penalty: 5297.479004
	Iteration 283Q: 3 clusters Score -5204161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -5204167.500000 Penalty: 5297.479004
	Iteration 284Q: 3 clusters Score -5204168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -5204170.000000 Penalty: 5297.479004
	Iteration 285Q: 3 clusters Score -5204170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -5204167.500000 Penalty: 5297.479004
	Iteration 286Q: 3 clusters Score -5204168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -5204168.000000 Penalty: 5297.479004
	Iteration 287Q: 3 clusters Score -5204168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -5204162.000000 Penalty: 5297.479004
	Iteration 288Q: 3 clusters Score -5204162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -5204160.500000 Penalty: 5297.479004
	Iteration 289Q: 3 clusters Score -5204160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -5204160.500000 Penalty: 5297.479004
	Iteration 290Q: 3 clusters Score -5204160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -5204152.000000 Penalty: 5297.479004
	Iteration 291Q: 3 clusters Score -5204152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -5204151.000000 Penalty: 5297.479004
	Iteration 292Q: 3 clusters Score -5204151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -5204153.000000 Penalty: 5297.479004
	Iteration 293Q: 3 clusters Score -5204153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -5204151.000000 Penalty: 5297.479004
	Iteration 294Q: 3 clusters Score -5204151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -5204154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -5204153.500000 Penalty: 5297.479004
	Iteration 296F: 3 clusters Score -5204154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (57342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57342 members 
Entering Unmasked Estep 
Score: -7044896.500000 Penalty: 2717.283691
	Iteration 0F: 2 clusters Score -7044896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -7006432.000000 Penalty: 5434.567383
	Iteration 0F: 3 clusters Score -7006432 nChanged 26525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -7021128.500000 Penalty: 5434.567383
	Iteration 1F: 3 clusters Score -7021128 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -7021816.000000 Penalty: 5434.567383
	Iteration 2Q: 3 clusters Score -7021816 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -7022597.500000 Penalty: 5434.567383
	Iteration 3Q: 3 clusters Score -7022598 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -7023633.000000 Penalty: 5434.567383
	Iteration 4Q: 3 clusters Score -7023633 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -7025026.000000 Penalty: 5434.567383
	Iteration 5F: 3 clusters Score -7025026 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -7027175.500000 Penalty: 5434.567383
	Iteration 6F: 3 clusters Score -7027176 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -7030094.500000 Penalty: 5434.567383
	Iteration 7F: 3 clusters Score -7030094 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -7033411.500000 Penalty: 5434.567383
	Iteration 8F: 3 clusters Score -7033412 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -7036270.500000 Penalty: 5434.567383
	Iteration 9F: 3 clusters Score -7036270 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -7037883.500000 Penalty: 5434.567383
	Iteration 10Q: 3 clusters Score -7037884 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -7038601.000000 Penalty: 5434.567383
	Iteration 11Q: 3 clusters Score -7038601 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -7039062.000000 Penalty: 5434.567383
	Iteration 12Q: 3 clusters Score -7039062 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -7039431.000000 Penalty: 5434.567383
	Iteration 13Q: 3 clusters Score -7039431 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -7039764.000000 Penalty: 5434.567383
	Iteration 14Q: 3 clusters Score -7039764 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -7040063.500000 Penalty: 5434.567383
	Iteration 15Q: 3 clusters Score -7040064 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -7040340.000000 Penalty: 5434.567383
	Iteration 16Q: 3 clusters Score -7040340 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -7040548.500000 Penalty: 5434.567383
	Iteration 17Q: 3 clusters Score -7040548 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -7040729.000000 Penalty: 5434.567383
	Iteration 18Q: 3 clusters Score -7040729 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -7040894.500000 Penalty: 5434.567383
	Iteration 19Q: 3 clusters Score -7040894 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -7041077.500000 Penalty: 5434.567383
	Iteration 20F: 3 clusters Score -7041078 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -7041189.500000 Penalty: 5434.567383
	Iteration 21Q: 3 clusters Score -7041190 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -7041317.500000 Penalty: 5434.567383
	Iteration 22Q: 3 clusters Score -7041318 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -7041409.000000 Penalty: 5434.567383
	Iteration 23Q: 3 clusters Score -7041409 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -7041521.500000 Penalty: 5434.567383
	Iteration 24Q: 3 clusters Score -7041522 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -7041580.000000 Penalty: 5434.567383
	Iteration 25Q: 3 clusters Score -7041580 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52003 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -7041653.000000 Penalty: 5434.567383
	Iteration 26Q: 3 clusters Score -7041653 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -7041713.500000 Penalty: 5434.567383
	Iteration 27Q: 3 clusters Score -7041714 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52437 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -7041769.500000 Penalty: 5434.567383
	Iteration 28Q: 3 clusters Score -7041770 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -7041813.500000 Penalty: 5434.567383
	Iteration 29Q: 3 clusters Score -7041814 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -7041855.000000 Penalty: 5434.567383
	Iteration 30Q: 3 clusters Score -7041855 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -7041902.500000 Penalty: 5434.567383
	Iteration 31Q: 3 clusters Score -7041902 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53096 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -7041963.000000 Penalty: 5434.567383
	Iteration 32Q: 3 clusters Score -7041963 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -7042023.500000 Penalty: 5434.567383
	Iteration 33Q: 3 clusters Score -7042024 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -7042022.500000 Penalty: 5434.567383
	Iteration 34Q: 3 clusters Score -7042022 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -7042052.000000 Penalty: 5434.567383
	Iteration 35Q: 3 clusters Score -7042052 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -7042073.000000 Penalty: 5434.567383
	Iteration 36Q: 3 clusters Score -7042073 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -7042098.000000 Penalty: 5434.567383
	Iteration 37Q: 3 clusters Score -7042098 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -7042123.000000 Penalty: 5434.567383
	Iteration 38Q: 3 clusters Score -7042123 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -7042157.000000 Penalty: 5434.567383
	Iteration 39Q: 3 clusters Score -7042157 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53973 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -7042188.000000 Penalty: 5434.567383
	Iteration 40F: 3 clusters Score -7042188 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -7042206.500000 Penalty: 5434.567383
	Iteration 41Q: 3 clusters Score -7042206 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -7042228.000000 Penalty: 5434.567383
	Iteration 42Q: 3 clusters Score -7042228 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -7042242.500000 Penalty: 5434.567383
	Iteration 43Q: 3 clusters Score -7042242 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -7042264.000000 Penalty: 5434.567383
	Iteration 44Q: 3 clusters Score -7042264 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -7042267.000000 Penalty: 5434.567383
	Iteration 45Q: 3 clusters Score -7042267 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -7042301.000000 Penalty: 5434.567383
	Iteration 46Q: 3 clusters Score -7042301 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -7042338.000000 Penalty: 5434.567383
	Iteration 47Q: 3 clusters Score -7042338 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -7042364.500000 Penalty: 5434.567383
	Iteration 48Q: 3 clusters Score -7042364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -7042377.000000 Penalty: 5434.567383
	Iteration 49Q: 3 clusters Score -7042377 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -7042364.500000 Penalty: 5434.567383
	Iteration 50Q: 3 clusters Score -7042364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -7042374.000000 Penalty: 5434.567383
	Iteration 51Q: 3 clusters Score -7042374 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -7042394.500000 Penalty: 5434.567383
	Iteration 52Q: 3 clusters Score -7042394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7042419.000000 Penalty: 5434.567383
	Iteration 53Q: 3 clusters Score -7042419 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7042432.000000 Penalty: 5434.567383
	Iteration 54Q: 3 clusters Score -7042432 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -7042451.000000 Penalty: 5434.567383
	Iteration 55Q: 3 clusters Score -7042451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -7042455.000000 Penalty: 5434.567383
	Iteration 56Q: 3 clusters Score -7042455 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -7042452.000000 Penalty: 5434.567383
	Iteration 57Q: 3 clusters Score -7042452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -7042455.000000 Penalty: 5434.567383
	Iteration 58Q: 3 clusters Score -7042455 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -7042489.000000 Penalty: 5434.567383
	Iteration 59Q: 3 clusters Score -7042489 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7042490.500000 Penalty: 5434.567383
	Iteration 60F: 3 clusters Score -7042490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -7042494.000000 Penalty: 5434.567383
	Iteration 61Q: 3 clusters Score -7042494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7042495.500000 Penalty: 5434.567383
	Iteration 62Q: 3 clusters Score -7042496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7042505.000000 Penalty: 5434.567383
	Iteration 63Q: 3 clusters Score -7042505 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7042525.000000 Penalty: 5434.567383
	Iteration 64Q: 3 clusters Score -7042525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -7042536.500000 Penalty: 5434.567383
	Iteration 65Q: 3 clusters Score -7042536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55419 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7042550.500000 Penalty: 5434.567383
	Iteration 66Q: 3 clusters Score -7042550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7042562.500000 Penalty: 5434.567383
	Iteration 67Q: 3 clusters Score -7042562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7042572.000000 Penalty: 5434.567383
	Iteration 68Q: 3 clusters Score -7042572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7042578.000000 Penalty: 5434.567383
	Iteration 69Q: 3 clusters Score -7042578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7042578.000000 Penalty: 5434.567383
	Iteration 70Q: 3 clusters Score -7042578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -7042582.500000 Penalty: 5434.567383
	Iteration 71Q: 3 clusters Score -7042582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55520 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -7042582.500000 Penalty: 5434.567383
	Iteration 72Q: 3 clusters Score -7042582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7042578.000000 Penalty: 5434.567383
	Iteration 73Q: 3 clusters Score -7042578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55532 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7042586.500000 Penalty: 5434.567383
	Iteration 74Q: 3 clusters Score -7042586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7042590.500000 Penalty: 5434.567383
	Iteration 75Q: 3 clusters Score -7042590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7042587.000000 Penalty: 5434.567383
	Iteration 76Q: 3 clusters Score -7042587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -7042577.500000 Penalty: 5434.567383
	Iteration 77Q: 3 clusters Score -7042578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7042588.000000 Penalty: 5434.567383
	Iteration 78Q: 3 clusters Score -7042588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -7042590.000000 Penalty: 5434.567383
	Iteration 79Q: 3 clusters Score -7042590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7042593.000000 Penalty: 5434.567383
	Iteration 80F: 3 clusters Score -7042593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55566 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -7042589.500000 Penalty: 5434.567383
	Iteration 81Q: 3 clusters Score -7042590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55573 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7042585.500000 Penalty: 5434.567383
	Iteration 82Q: 3 clusters Score -7042586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7042585.000000 Penalty: 5434.567383
	Iteration 83Q: 3 clusters Score -7042585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -7042590.500000 Penalty: 5434.567383
	Iteration 84Q: 3 clusters Score -7042590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55596 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -7042602.500000 Penalty: 5434.567383
	Iteration 85Q: 3 clusters Score -7042602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -7042601.000000 Penalty: 5434.567383
	Iteration 86Q: 3 clusters Score -7042601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -7042600.000000 Penalty: 5434.567383
	Iteration 87Q: 3 clusters Score -7042600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -7042604.500000 Penalty: 5434.567383
	Iteration 88Q: 3 clusters Score -7042604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7042604.500000 Penalty: 5434.567383
	Iteration 89Q: 3 clusters Score -7042604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -7042607.500000 Penalty: 5434.567383
	Iteration 90Q: 3 clusters Score -7042608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7042618.000000 Penalty: 5434.567383
	Iteration 91Q: 3 clusters Score -7042618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7042628.500000 Penalty: 5434.567383
	Iteration 92Q: 3 clusters Score -7042628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7042623.500000 Penalty: 5434.567383
	Iteration 93Q: 3 clusters Score -7042624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7042624.500000 Penalty: 5434.567383
	Iteration 94Q: 3 clusters Score -7042624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55647 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7042619.500000 Penalty: 5434.567383
	Iteration 95Q: 3 clusters Score -7042620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7042624.000000 Penalty: 5434.567383
	Iteration 96Q: 3 clusters Score -7042624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7042622.500000 Penalty: 5434.567383
	Iteration 97Q: 3 clusters Score -7042622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7042622.500000 Penalty: 5434.567383
	Iteration 98F: 3 clusters Score -7042622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Entering Unmasked Estep 
Score: -734221.250000 Penalty: 2191.636963
	Iteration 0F: 2 clusters Score -734221.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -728477.750000 Penalty: 4383.273926
	Iteration 0F: 3 clusters Score -728477.8 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -730506.250000 Penalty: 4383.273926
	Iteration 1F: 3 clusters Score -730506.2 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -731697.062500 Penalty: 4383.273926
	Iteration 2F: 3 clusters Score -731697.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -732933.875000 Penalty: 4383.273926
	Iteration 3F: 3 clusters Score -732933.9 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -733642.687500 Penalty: 4383.273926
	Iteration 4F: 3 clusters Score -733642.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -734015.125000 Penalty: 4383.273926
	Iteration 5F: 3 clusters Score -734015.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -734239.937500 Penalty: 4383.273926
	Iteration 6Q: 3 clusters Score -734239.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -734345.937500 Penalty: 4383.273926
	Iteration 7Q: 3 clusters Score -734345.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -734403.937500 Penalty: 4383.273926
	Iteration 8Q: 3 clusters Score -734403.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -734430.875000 Penalty: 4383.273926
	Iteration 9Q: 3 clusters Score -734430.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -734445.312500 Penalty: 4383.273926
	Iteration 10Q: 3 clusters Score -734445.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -734453.687500 Penalty: 4383.273926
	Iteration 11Q: 3 clusters Score -734453.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -734460.687500 Penalty: 4383.273926
	Iteration 12Q: 3 clusters Score -734460.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -734467.250000 Penalty: 4383.273926
	Iteration 13Q: 3 clusters Score -734467.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -734473.750000 Penalty: 4383.273926
	Iteration 14Q: 3 clusters Score -734473.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -734479.687500 Penalty: 4383.273926
	Iteration 15Q: 3 clusters Score -734479.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -734485.687500 Penalty: 4383.273926
	Iteration 16Q: 3 clusters Score -734485.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -734489.875000 Penalty: 4383.273926
	Iteration 17Q: 3 clusters Score -734489.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -734496.875000 Penalty: 4383.273926
	Iteration 18Q: 3 clusters Score -734496.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -734502.312500 Penalty: 4383.273926
	Iteration 19Q: 3 clusters Score -734502.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -734511.500000 Penalty: 4383.273926
	Iteration 20F: 3 clusters Score -734511.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -734518.437500 Penalty: 4383.273926
	Iteration 21Q: 3 clusters Score -734518.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -734523.625000 Penalty: 4383.273926
	Iteration 22Q: 3 clusters Score -734523.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -734528.562500 Penalty: 4383.273926
	Iteration 23Q: 3 clusters Score -734528.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -734531.625000 Penalty: 4383.273926
	Iteration 24Q: 3 clusters Score -734531.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -734535.750000 Penalty: 4383.273926
	Iteration 25Q: 3 clusters Score -734535.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -734535.812500 Penalty: 4383.273926
	Iteration 26Q: 3 clusters Score -734535.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -734538.562500 Penalty: 4383.273926
	Iteration 27Q: 3 clusters Score -734538.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -734541.562500 Penalty: 4383.273926
	Iteration 28Q: 3 clusters Score -734541.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -734545.437500 Penalty: 4383.273926
	Iteration 29Q: 3 clusters Score -734545.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -734548.812500 Penalty: 4383.273926
	Iteration 30Q: 3 clusters Score -734548.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -734550.562500 Penalty: 4383.273926
	Iteration 31Q: 3 clusters Score -734550.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -734553.312500 Penalty: 4383.273926
	Iteration 32Q: 3 clusters Score -734553.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -734556.187500 Penalty: 4383.273926
	Iteration 33Q: 3 clusters Score -734556.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -734559.437500 Penalty: 4383.273926
	Iteration 34Q: 3 clusters Score -734559.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -734561.875000 Penalty: 4383.273926
	Iteration 35Q: 3 clusters Score -734561.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -734562.500000 Penalty: 4383.273926
	Iteration 36Q: 3 clusters Score -734562.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -734565.500000 Penalty: 4383.273926
	Iteration 37Q: 3 clusters Score -734565.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -734567.750000 Penalty: 4383.273926
	Iteration 38Q: 3 clusters Score -734567.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -734570.625000 Penalty: 4383.273926
	Iteration 39Q: 3 clusters Score -734570.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -734573.625000 Penalty: 4383.273926
	Iteration 40F: 3 clusters Score -734573.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -734577.812500 Penalty: 4383.273926
	Iteration 41Q: 3 clusters Score -734577.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -734578.187500 Penalty: 4383.273926
	Iteration 42Q: 3 clusters Score -734578.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -734578.375000 Penalty: 4383.273926
	Iteration 43Q: 3 clusters Score -734578.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -734578.375000 Penalty: 4383.273926
	Iteration 44Q: 3 clusters Score -734578.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -734579.750000 Penalty: 4383.273926
	Iteration 45Q: 3 clusters Score -734579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -734580.625000 Penalty: 4383.273926
	Iteration 46Q: 3 clusters Score -734580.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -734583.125000 Penalty: 4383.273926
	Iteration 47Q: 3 clusters Score -734583.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -734584.375000 Penalty: 4383.273926
	Iteration 48Q: 3 clusters Score -734584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -734583.562500 Penalty: 4383.273926
	Iteration 49Q: 3 clusters Score -734583.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -734584.125000 Penalty: 4383.273926
	Iteration 50Q: 3 clusters Score -734584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -734584.062500 Penalty: 4383.273926
	Iteration 51Q: 3 clusters Score -734584.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -734584.812500 Penalty: 4383.273926
	Iteration 52Q: 3 clusters Score -734584.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -734587.187500 Penalty: 4383.273926
	Iteration 53Q: 3 clusters Score -734587.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -734587.250000 Penalty: 4383.273926
	Iteration 54Q: 3 clusters Score -734587.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -734588.687500 Penalty: 4383.273926
	Iteration 55Q: 3 clusters Score -734588.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -734588.062500 Penalty: 4383.273926
	Iteration 56Q: 3 clusters Score -734588.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -734588.250000 Penalty: 4383.273926
	Iteration 57Q: 3 clusters Score -734588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -734589.875000 Penalty: 4383.273926
	Iteration 58Q: 3 clusters Score -734589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -734590.062500 Penalty: 4383.273926
	Iteration 59Q: 3 clusters Score -734590.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -734591.187500 Penalty: 4383.273926
	Iteration 60F: 3 clusters Score -734591.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -734589.687500 Penalty: 4383.273926
	Iteration 61Q: 3 clusters Score -734589.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -734589.500000 Penalty: 4383.273926
	Iteration 62Q: 3 clusters Score -734589.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -734590.750000 Penalty: 4383.273926
	Iteration 63Q: 3 clusters Score -734590.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -734593.875000 Penalty: 4383.273926
	Iteration 64Q: 3 clusters Score -734593.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -734592.812500 Penalty: 4383.273926
	Iteration 65Q: 3 clusters Score -734592.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -734595.625000 Penalty: 4383.273926
	Iteration 66Q: 3 clusters Score -734595.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -734594.937500 Penalty: 4383.273926
	Iteration 67Q: 3 clusters Score -734594.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -734596.125000 Penalty: 4383.273926
	Iteration 68Q: 3 clusters Score -734596.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -734596.500000 Penalty: 4383.273926
	Iteration 69Q: 3 clusters Score -734596.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -734599.562500 Penalty: 4383.273926
	Iteration 70Q: 3 clusters Score -734599.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -734599.375000 Penalty: 4383.273926
	Iteration 71Q: 3 clusters Score -734599.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -734600.250000 Penalty: 4383.273926
	Iteration 72Q: 3 clusters Score -734600.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -734603.437500 Penalty: 4383.273926
	Iteration 73Q: 3 clusters Score -734603.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -734604.750000 Penalty: 4383.273926
	Iteration 74Q: 3 clusters Score -734604.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -734605.187500 Penalty: 4383.273926
	Iteration 75Q: 3 clusters Score -734605.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -734605.125000 Penalty: 4383.273926
	Iteration 76Q: 3 clusters Score -734605.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -734607.250000 Penalty: 4383.273926
	Iteration 77Q: 3 clusters Score -734607.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -734610.500000 Penalty: 4383.273926
	Iteration 78Q: 3 clusters Score -734610.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -734615.187500 Penalty: 4383.273926
	Iteration 79Q: 3 clusters Score -734615.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -734615.937500 Penalty: 4383.273926
	Iteration 80F: 3 clusters Score -734615.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -734619.312500 Penalty: 4383.273926
	Iteration 81Q: 3 clusters Score -734619.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -734622.125000 Penalty: 4383.273926
	Iteration 82Q: 3 clusters Score -734622.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -734622.812500 Penalty: 4383.273926
	Iteration 83Q: 3 clusters Score -734622.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -734628.000000 Penalty: 4383.273926
	Iteration 84Q: 3 clusters Score -734628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -734628.625000 Penalty: 4383.273926
	Iteration 85Q: 3 clusters Score -734628.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -734628.250000 Penalty: 4383.273926
	Iteration 86Q: 3 clusters Score -734628.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -734630.375000 Penalty: 4383.273926
	Iteration 87Q: 3 clusters Score -734630.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -734630.812500 Penalty: 4383.273926
	Iteration 88Q: 3 clusters Score -734630.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -734631.500000 Penalty: 4383.273926
	Iteration 89Q: 3 clusters Score -734631.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -734633.125000 Penalty: 4383.273926
	Iteration 90Q: 3 clusters Score -734633.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -734634.250000 Penalty: 4383.273926
	Iteration 91Q: 3 clusters Score -734634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -734635.062500 Penalty: 4383.273926
	Iteration 92Q: 3 clusters Score -734635.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -734634.812500 Penalty: 4383.273926
	Iteration 93Q: 3 clusters Score -734634.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -734636.437500 Penalty: 4383.273926
	Iteration 94Q: 3 clusters Score -734636.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -734636.437500 Penalty: 4383.273926
	Iteration 95F: 3 clusters Score -734636.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 57342 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 24367 members 
Mstep: Class 5 contains 12476 members 
Mstep: Class 6 contains 257250 members 
Mstep: Class 7 contains 3840 members 
Mstep: Class 8 contains 6703 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 170672 members 
Mstep: Class 12 contains 67300 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4369 members 
Mstep: Class 15 contains 197054 members 
Mstep: Class 16 contains 1292 members 
Mstep: Class 17 contains 32839 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 169160 members 
Mstep: Class 20 contains 8315 members 
Mstep: Class 21 contains 48748 members 
Mstep: Class 22 contains 64438 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46472 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 500 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 2901 members 
Entering Unmasked Estep 
Score: -148059600.000000 Penalty: 118343.976562
Splitting cluster 3 changes total score from -148060656.000000 to -148059600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (24367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Entering Unmasked Estep 
Score: -2884201.500000 Penalty: 2505.044189
	Iteration 0F: 2 clusters Score -2884202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2867332.250000 Penalty: 5010.088379
	Iteration 0F: 3 clusters Score -2867332 nChanged 10858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2873387.000000 Penalty: 5010.088379
	Iteration 1F: 3 clusters Score -2873387 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -2874065.500000 Penalty: 5010.088379
	Iteration 2F: 3 clusters Score -2874066 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2874779.000000 Penalty: 5010.088379
	Iteration 3F: 3 clusters Score -2874779 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -2875529.250000 Penalty: 5010.088379
	Iteration 4F: 3 clusters Score -2875529 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2876369.000000 Penalty: 5010.088379
	Iteration 5F: 3 clusters Score -2876369 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2877204.750000 Penalty: 5010.088379
	Iteration 6F: 3 clusters Score -2877205 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2877904.000000 Penalty: 5010.088379
	Iteration 7F: 3 clusters Score -2877904 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -2878494.250000 Penalty: 5010.088379
	Iteration 8Q: 3 clusters Score -2878494 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2879066.500000 Penalty: 5010.088379
	Iteration 9Q: 3 clusters Score -2879066 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2879587.750000 Penalty: 5010.088379
	Iteration 10Q: 3 clusters Score -2879588 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -2880031.500000 Penalty: 5010.088379
	Iteration 11Q: 3 clusters Score -2880032 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2880389.500000 Penalty: 5010.088379
	Iteration 12Q: 3 clusters Score -2880390 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2880671.000000 Penalty: 5010.088379
	Iteration 13Q: 3 clusters Score -2880671 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2880924.500000 Penalty: 5010.088379
	Iteration 14Q: 3 clusters Score -2880924 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -2881088.750000 Penalty: 5010.088379
	Iteration 15Q: 3 clusters Score -2881089 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2881207.000000 Penalty: 5010.088379
	Iteration 16Q: 3 clusters Score -2881207 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2881289.750000 Penalty: 5010.088379
	Iteration 17Q: 3 clusters Score -2881290 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2881369.250000 Penalty: 5010.088379
	Iteration 18Q: 3 clusters Score -2881369 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2881450.250000 Penalty: 5010.088379
	Iteration 19Q: 3 clusters Score -2881450 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2881525.000000 Penalty: 5010.088379
	Iteration 20F: 3 clusters Score -2881525 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2881595.000000 Penalty: 5010.088379
	Iteration 21Q: 3 clusters Score -2881595 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2881644.750000 Penalty: 5010.088379
	Iteration 22Q: 3 clusters Score -2881645 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2881692.750000 Penalty: 5010.088379
	Iteration 23Q: 3 clusters Score -2881693 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2881749.000000 Penalty: 5010.088379
	Iteration 24Q: 3 clusters Score -2881749 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2881800.750000 Penalty: 5010.088379
	Iteration 25Q: 3 clusters Score -2881801 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2881856.250000 Penalty: 5010.088379
	Iteration 26Q: 3 clusters Score -2881856 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2881906.750000 Penalty: 5010.088379
	Iteration 27Q: 3 clusters Score -2881907 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2881938.250000 Penalty: 5010.088379
	Iteration 28Q: 3 clusters Score -2881938 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2881977.000000 Penalty: 5010.088379
	Iteration 29Q: 3 clusters Score -2881977 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2882014.750000 Penalty: 5010.088379
	Iteration 30Q: 3 clusters Score -2882015 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2882056.750000 Penalty: 5010.088379
	Iteration 31Q: 3 clusters Score -2882057 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2882080.500000 Penalty: 5010.088379
	Iteration 32Q: 3 clusters Score -2882080 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2882105.000000 Penalty: 5010.088379
	Iteration 33Q: 3 clusters Score -2882105 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2882120.250000 Penalty: 5010.088379
	Iteration 34Q: 3 clusters Score -2882120 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2882138.000000 Penalty: 5010.088379
	Iteration 35Q: 3 clusters Score -2882138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2882155.000000 Penalty: 5010.088379
	Iteration 36Q: 3 clusters Score -2882155 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2882169.000000 Penalty: 5010.088379
	Iteration 37Q: 3 clusters Score -2882169 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2882183.000000 Penalty: 5010.088379
	Iteration 38Q: 3 clusters Score -2882183 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -2882197.250000 Penalty: 5010.088379
	Iteration 39Q: 3 clusters Score -2882197 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2882211.750000 Penalty: 5010.088379
	Iteration 40F: 3 clusters Score -2882212 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2882219.500000 Penalty: 5010.088379
	Iteration 41Q: 3 clusters Score -2882220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -2882219.250000 Penalty: 5010.088379
	Iteration 42Q: 3 clusters Score -2882219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -2882220.250000 Penalty: 5010.088379
	Iteration 43Q: 3 clusters Score -2882220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2882234.000000 Penalty: 5010.088379
	Iteration 44Q: 3 clusters Score -2882234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2882232.000000 Penalty: 5010.088379
	Iteration 45Q: 3 clusters Score -2882232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -2882238.000000 Penalty: 5010.088379
	Iteration 46Q: 3 clusters Score -2882238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2882235.750000 Penalty: 5010.088379
	Iteration 47Q: 3 clusters Score -2882236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2882240.500000 Penalty: 5010.088379
	Iteration 48Q: 3 clusters Score -2882240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2882250.000000 Penalty: 5010.088379
	Iteration 49Q: 3 clusters Score -2882250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -2882253.500000 Penalty: 5010.088379
	Iteration 50Q: 3 clusters Score -2882254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -2882252.500000 Penalty: 5010.088379
	Iteration 51Q: 3 clusters Score -2882252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -2882253.250000 Penalty: 5010.088379
	Iteration 52Q: 3 clusters Score -2882253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -2882260.000000 Penalty: 5010.088379
	Iteration 53Q: 3 clusters Score -2882260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -2882260.500000 Penalty: 5010.088379
	Iteration 54Q: 3 clusters Score -2882260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2882271.750000 Penalty: 5010.088379
	Iteration 55Q: 3 clusters Score -2882272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2882277.500000 Penalty: 5010.088379
	Iteration 56Q: 3 clusters Score -2882278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -2882281.000000 Penalty: 5010.088379
	Iteration 57Q: 3 clusters Score -2882281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -2882281.500000 Penalty: 5010.088379
	Iteration 58Q: 3 clusters Score -2882282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2882286.750000 Penalty: 5010.088379
	Iteration 59Q: 3 clusters Score -2882287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2882291.500000 Penalty: 5010.088379
	Iteration 60F: 3 clusters Score -2882292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2882297.500000 Penalty: 5010.088379
	Iteration 61Q: 3 clusters Score -2882298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2882303.000000 Penalty: 5010.088379
	Iteration 62Q: 3 clusters Score -2882303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2882298.500000 Penalty: 5010.088379
	Iteration 63Q: 3 clusters Score -2882298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -2882300.250000 Penalty: 5010.088379
	Iteration 64Q: 3 clusters Score -2882300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -2882307.500000 Penalty: 5010.088379
	Iteration 65Q: 3 clusters Score -2882308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -2882315.500000 Penalty: 5010.088379
	Iteration 66Q: 3 clusters Score -2882316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2882319.500000 Penalty: 5010.088379
	Iteration 67Q: 3 clusters Score -2882320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2882327.250000 Penalty: 5010.088379
	Iteration 68Q: 3 clusters Score -2882327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -2882333.750000 Penalty: 5010.088379
	Iteration 69Q: 3 clusters Score -2882334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -2882335.750000 Penalty: 5010.088379
	Iteration 70Q: 3 clusters Score -2882336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -2882332.250000 Penalty: 5010.088379
	Iteration 71Q: 3 clusters Score -2882332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2882333.250000 Penalty: 5010.088379
	Iteration 72Q: 3 clusters Score -2882333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2882334.250000 Penalty: 5010.088379
	Iteration 73Q: 3 clusters Score -2882334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -2882335.000000 Penalty: 5010.088379
	Iteration 74Q: 3 clusters Score -2882335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -2882334.750000 Penalty: 5010.088379
	Iteration 75Q: 3 clusters Score -2882335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -2882338.250000 Penalty: 5010.088379
	Iteration 76Q: 3 clusters Score -2882338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -2882339.000000 Penalty: 5010.088379
	Iteration 77Q: 3 clusters Score -2882339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -2882342.500000 Penalty: 5010.088379
	Iteration 78Q: 3 clusters Score -2882342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -2882343.000000 Penalty: 5010.088379
	Iteration 79Q: 3 clusters Score -2882343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2882335.750000 Penalty: 5010.088379
	Iteration 80F: 3 clusters Score -2882336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -2882335.750000 Penalty: 5010.088379
	Iteration 81Q: 3 clusters Score -2882336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -2882337.500000 Penalty: 5010.088379
	Iteration 82Q: 3 clusters Score -2882338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -2882340.250000 Penalty: 5010.088379
	Iteration 83Q: 3 clusters Score -2882340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2882334.750000 Penalty: 5010.088379
	Iteration 84Q: 3 clusters Score -2882335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -2882334.750000 Penalty: 5010.088379
	Iteration 85F: 3 clusters Score -2882335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Entering Unmasked Estep 
Score: -1487422.875000 Penalty: 2339.027588
	Iteration 0F: 2 clusters Score -1487423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1478138.625000 Penalty: 4678.055176
	Iteration 0F: 3 clusters Score -1478139 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1481062.250000 Penalty: 4678.055176
	Iteration 1F: 3 clusters Score -1481062 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1481457.625000 Penalty: 4678.055176
	Iteration 2F: 3 clusters Score -1481458 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1481841.625000 Penalty: 4678.055176
	Iteration 3F: 3 clusters Score -1481842 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1482257.875000 Penalty: 4678.055176
	Iteration 4F: 3 clusters Score -1482258 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1482762.000000 Penalty: 4678.055176
	Iteration 5F: 3 clusters Score -1482762 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1483337.875000 Penalty: 4678.055176
	Iteration 6F: 3 clusters Score -1483338 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1483923.125000 Penalty: 4678.055176
	Iteration 7F: 3 clusters Score -1483923 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1484363.125000 Penalty: 4678.055176
	Iteration 8Q: 3 clusters Score -1484363 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1484689.500000 Penalty: 4678.055176
	Iteration 9Q: 3 clusters Score -1484690 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1485001.125000 Penalty: 4678.055176
	Iteration 10Q: 3 clusters Score -1485001 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1485270.500000 Penalty: 4678.055176
	Iteration 11Q: 3 clusters Score -1485270 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1485482.000000 Penalty: 4678.055176
	Iteration 12Q: 3 clusters Score -1485482 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1485677.125000 Penalty: 4678.055176
	Iteration 13Q: 3 clusters Score -1485677 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1485824.250000 Penalty: 4678.055176
	Iteration 14Q: 3 clusters Score -1485824 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1485968.250000 Penalty: 4678.055176
	Iteration 15Q: 3 clusters Score -1485968 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1486091.875000 Penalty: 4678.055176
	Iteration 16Q: 3 clusters Score -1486092 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1486170.250000 Penalty: 4678.055176
	Iteration 17Q: 3 clusters Score -1486170 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1486217.375000 Penalty: 4678.055176
	Iteration 18Q: 3 clusters Score -1486217 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1486258.875000 Penalty: 4678.055176
	Iteration 19Q: 3 clusters Score -1486259 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1486299.125000 Penalty: 4678.055176
	Iteration 20F: 3 clusters Score -1486299 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1486343.500000 Penalty: 4678.055176
	Iteration 21Q: 3 clusters Score -1486344 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1486381.125000 Penalty: 4678.055176
	Iteration 22Q: 3 clusters Score -1486381 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1486408.500000 Penalty: 4678.055176
	Iteration 23Q: 3 clusters Score -1486408 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1486418.875000 Penalty: 4678.055176
	Iteration 24Q: 3 clusters Score -1486419 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1486438.875000 Penalty: 4678.055176
	Iteration 25Q: 3 clusters Score -1486439 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1486449.500000 Penalty: 4678.055176
	Iteration 26Q: 3 clusters Score -1486450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1486448.750000 Penalty: 4678.055176
	Iteration 27Q: 3 clusters Score -1486449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1486458.875000 Penalty: 4678.055176
	Iteration 28Q: 3 clusters Score -1486459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1486464.125000 Penalty: 4678.055176
	Iteration 29Q: 3 clusters Score -1486464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1486466.625000 Penalty: 4678.055176
	Iteration 30Q: 3 clusters Score -1486467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1486468.875000 Penalty: 4678.055176
	Iteration 31Q: 3 clusters Score -1486469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1486468.375000 Penalty: 4678.055176
	Iteration 32Q: 3 clusters Score -1486468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1486476.625000 Penalty: 4678.055176
	Iteration 33Q: 3 clusters Score -1486477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1486479.375000 Penalty: 4678.055176
	Iteration 34Q: 3 clusters Score -1486479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1486482.625000 Penalty: 4678.055176
	Iteration 35Q: 3 clusters Score -1486483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1486482.750000 Penalty: 4678.055176
	Iteration 36Q: 3 clusters Score -1486483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1486481.250000 Penalty: 4678.055176
	Iteration 37Q: 3 clusters Score -1486481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1486482.125000 Penalty: 4678.055176
	Iteration 38Q: 3 clusters Score -1486482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1486482.125000 Penalty: 4678.055176
	Iteration 39Q: 3 clusters Score -1486482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1486482.250000 Penalty: 4678.055176
	Iteration 40F: 3 clusters Score -1486482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1486482.875000 Penalty: 4678.055176
	Iteration 41Q: 3 clusters Score -1486483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1486487.250000 Penalty: 4678.055176
	Iteration 42Q: 3 clusters Score -1486487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1486493.500000 Penalty: 4678.055176
	Iteration 43Q: 3 clusters Score -1486494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1486494.500000 Penalty: 4678.055176
	Iteration 44Q: 3 clusters Score -1486494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1486493.750000 Penalty: 4678.055176
	Iteration 45Q: 3 clusters Score -1486494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1486494.500000 Penalty: 4678.055176
	Iteration 46Q: 3 clusters Score -1486494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1486496.500000 Penalty: 4678.055176
	Iteration 47Q: 3 clusters Score -1486496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1486499.250000 Penalty: 4678.055176
	Iteration 48Q: 3 clusters Score -1486499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1486501.250000 Penalty: 4678.055176
	Iteration 49Q: 3 clusters Score -1486501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1486501.250000 Penalty: 4678.055176
	Iteration 50Q: 3 clusters Score -1486501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1486502.000000 Penalty: 4678.055176
	Iteration 51Q: 3 clusters Score -1486502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1486500.125000 Penalty: 4678.055176
	Iteration 52Q: 3 clusters Score -1486500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1486500.875000 Penalty: 4678.055176
	Iteration 53Q: 3 clusters Score -1486501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1486500.750000 Penalty: 4678.055176
	Iteration 54Q: 3 clusters Score -1486501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1486500.125000 Penalty: 4678.055176
	Iteration 55Q: 3 clusters Score -1486500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1486504.375000 Penalty: 4678.055176
	Iteration 56Q: 3 clusters Score -1486504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1486497.875000 Penalty: 4678.055176
	Iteration 57Q: 3 clusters Score -1486498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1486499.875000 Penalty: 4678.055176
	Iteration 58Q: 3 clusters Score -1486500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1486500.625000 Penalty: 4678.055176
	Iteration 59Q: 3 clusters Score -1486501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1486500.625000 Penalty: 4678.055176
	Iteration 60F: 3 clusters Score -1486501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (257250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257250 members 
Entering Unmasked Estep 
Score: -31560080.000000 Penalty: 3089.535400
	Iteration 0F: 2 clusters Score -3.156008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128688 members 
Mstep: Class 2 contains 128562 members 
Entering Unmasked Estep 
Score: -31392902.000000 Penalty: 6179.070801
	Iteration 0F: 3 clusters Score -3.13929e+07 nChanged 124095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131623 members 
Mstep: Class 2 contains 125627 members 
Entering Unmasked Estep 
Score: -31465824.000000 Penalty: 6179.070801
	Iteration 1F: 3 clusters Score -3.146582e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133273 members 
Mstep: Class 2 contains 123977 members 
Entering Unmasked Estep 
Score: -31467050.000000 Penalty: 6179.070801
	Iteration 2Q: 3 clusters Score -3.146705e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135708 members 
Mstep: Class 2 contains 121542 members 
Entering Unmasked Estep 
Score: -31468610.000000 Penalty: 6179.070801
	Iteration 3Q: 3 clusters Score -3.146861e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139391 members 
Mstep: Class 2 contains 117859 members 
Entering Unmasked Estep 
Score: -31470278.000000 Penalty: 6179.070801
	Iteration 4Q: 3 clusters Score -3.147028e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144739 members 
Mstep: Class 2 contains 112511 members 
Entering Unmasked Estep 
Score: -31472914.000000 Penalty: 6179.070801
	Iteration 5Q: 3 clusters Score -3.147291e+07 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152475 members 
Mstep: Class 2 contains 104775 members 
Entering Unmasked Estep 
Score: -31477134.000000 Penalty: 6179.070801
	Iteration 6Q: 3 clusters Score -3.147713e+07 nChanged 12940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163165 members 
Mstep: Class 2 contains 94085 members 
Entering Unmasked Estep 
Score: -31484322.000000 Penalty: 6179.070801
	Iteration 7F: 3 clusters Score -3.148432e+07 nChanged 15602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177055 members 
Mstep: Class 2 contains 80195 members 
Entering Unmasked Estep 
Score: -31496022.000000 Penalty: 6179.070801
	Iteration 8F: 3 clusters Score -3.149602e+07 nChanged 17132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192737 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -31511374.000000 Penalty: 6179.070801
	Iteration 9F: 3 clusters Score -3.151137e+07 nChanged 15856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207041 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -31525112.000000 Penalty: 6179.070801
	Iteration 10F: 3 clusters Score -3.152511e+07 nChanged 12568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218247 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -31534348.000000 Penalty: 6179.070801
	Iteration 11Q: 3 clusters Score -3.153435e+07 nChanged 9243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226942 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -31540264.000000 Penalty: 6179.070801
	Iteration 12Q: 3 clusters Score -3.154026e+07 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234458 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -31544902.000000 Penalty: 6179.070801
	Iteration 13Q: 3 clusters Score -3.15449e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240960 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -31548470.000000 Penalty: 6179.070801
	Iteration 14Q: 3 clusters Score -3.154847e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246197 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -31551606.000000 Penalty: 6179.070801
	Iteration 15Q: 3 clusters Score -3.155161e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250224 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -31553898.000000 Penalty: 6179.070801
	Iteration 16Q: 3 clusters Score -3.15539e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253020 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -31555310.000000 Penalty: 6179.070801
	Iteration 17Q: 3 clusters Score -3.155531e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254731 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -31556356.000000 Penalty: 6179.070801
	Iteration 18Q: 3 clusters Score -3.155636e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255664 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -31556782.000000 Penalty: 6179.070801
	Iteration 19Q: 3 clusters Score -3.155678e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256167 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -31557064.000000 Penalty: 6179.070801
	Iteration 20F: 3 clusters Score -3.155706e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256383 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -31557170.000000 Penalty: 6179.070801
	Iteration 21Q: 3 clusters Score -3.155717e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256518 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -31557292.000000 Penalty: 6179.070801
	Iteration 22Q: 3 clusters Score -3.155729e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256606 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -31557312.000000 Penalty: 6179.070801
	Iteration 23Q: 3 clusters Score -3.155731e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256654 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -31557358.000000 Penalty: 6179.070801
	Iteration 24Q: 3 clusters Score -3.155736e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256694 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -31557376.000000 Penalty: 6179.070801
	Iteration 25Q: 3 clusters Score -3.155738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256709 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -31557372.000000 Penalty: 6179.070801
	Iteration 26Q: 3 clusters Score -3.155737e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256724 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -31557412.000000 Penalty: 6179.070801
	Iteration 27Q: 3 clusters Score -3.155741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256736 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -31557430.000000 Penalty: 6179.070801
	Iteration 28Q: 3 clusters Score -3.155743e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256747 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -31557444.000000 Penalty: 6179.070801
	Iteration 29Q: 3 clusters Score -3.155744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256756 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -31557454.000000 Penalty: 6179.070801
	Iteration 30Q: 3 clusters Score -3.155745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256761 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -31557458.000000 Penalty: 6179.070801
	Iteration 31Q: 3 clusters Score -3.155746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256768 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -31557458.000000 Penalty: 6179.070801
	Iteration 32Q: 3 clusters Score -3.155746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256775 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -31557492.000000 Penalty: 6179.070801
	Iteration 33Q: 3 clusters Score -3.155749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256778 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -31557496.000000 Penalty: 6179.070801
	Iteration 34Q: 3 clusters Score -3.15575e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256780 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -31557506.000000 Penalty: 6179.070801
	Iteration 35Q: 3 clusters Score -3.155751e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256787 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -31557508.000000 Penalty: 6179.070801
	Iteration 36Q: 3 clusters Score -3.155751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256792 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -31557502.000000 Penalty: 6179.070801
	Iteration 37Q: 3 clusters Score -3.15575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256794 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -31557508.000000 Penalty: 6179.070801
	Iteration 38Q: 3 clusters Score -3.155751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256794 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -31557514.000000 Penalty: 6179.070801
	Iteration 39Q: 3 clusters Score -3.155751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256794 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -31557514.000000 Penalty: 6179.070801
	Iteration 40F: 3 clusters Score -3.155751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Entering Unmasked Estep 
Score: -435140.656250 Penalty: 2046.800293
	Iteration 0F: 2 clusters Score -435140.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -431353.437500 Penalty: 4093.600586
	Iteration 0F: 3 clusters Score -431353.4 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -432132.562500 Penalty: 4093.600586
	Iteration 1F: 3 clusters Score -432132.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -432324.687500 Penalty: 4093.600586
	Iteration 2F: 3 clusters Score -432324.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -432475.750000 Penalty: 4093.600586
	Iteration 3Q: 3 clusters Score -432475.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -432600.562500 Penalty: 4093.600586
	Iteration 4Q: 3 clusters Score -432600.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -432692.187500 Penalty: 4093.600586
	Iteration 5Q: 3 clusters Score -432692.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -432767.593750 Penalty: 4093.600586
	Iteration 6Q: 3 clusters Score -432767.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -432820.593750 Penalty: 4093.600586
	Iteration 7Q: 3 clusters Score -432820.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -432878.093750 Penalty: 4093.600586
	Iteration 8Q: 3 clusters Score -432878.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -432938.312500 Penalty: 4093.600586
	Iteration 9Q: 3 clusters Score -432938.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -433028.281250 Penalty: 4093.600586
	Iteration 10Q: 3 clusters Score -433028.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -433148.062500 Penalty: 4093.600586
	Iteration 11Q: 3 clusters Score -433148.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -433362.093750 Penalty: 4093.600586
	Iteration 12Q: 3 clusters Score -433362.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -433686.093750 Penalty: 4093.600586
	Iteration 13F: 3 clusters Score -433686.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -434305.875000 Penalty: 4093.600586
	Iteration 14F: 3 clusters Score -434305.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -435093.468750 Penalty: 4093.600586
	Iteration 15F: 3 clusters Score -435093.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -435652.750000 Penalty: 4093.600586
	Iteration 16F: 3 clusters Score -435652.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -435809.000000 Penalty: 4093.600586
	Iteration 17Q: 3 clusters Score -435809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -435846.593750 Penalty: 4093.600586
	Iteration 18Q: 3 clusters Score -435846.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -435858.968750 Penalty: 4093.600586
	Iteration 19Q: 3 clusters Score -435859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -435862.906250 Penalty: 4093.600586
	Iteration 20F: 3 clusters Score -435862.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -435864.031250 Penalty: 4093.600586
	Iteration 21Q: 3 clusters Score -435864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -435864.687500 Penalty: 4093.600586
	Iteration 22Q: 3 clusters Score -435864.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -435864.687500 Penalty: 4093.600586
	Iteration 23F: 3 clusters Score -435864.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 57342 members 
Mstep: Class 3 contains 6886 members 
Mstep: Class 4 contains 24367 members 
Mstep: Class 5 contains 12476 members 
Mstep: Class 6 contains 257250 members 
Mstep: Class 7 contains 1654 members 
Mstep: Class 8 contains 6703 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 170672 members 
Mstep: Class 12 contains 67300 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4369 members 
Mstep: Class 15 contains 197054 members 
Mstep: Class 16 contains 1292 members 
Mstep: Class 17 contains 32839 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 169160 members 
Mstep: Class 20 contains 8315 members 
Mstep: Class 21 contains 48748 members 
Mstep: Class 22 contains 64438 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46472 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 500 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 2186 members 
Entering Unmasked Estep 
Score: -148059424.000000 Penalty: 118343.976562
Splitting cluster 7 changes total score from -148060656.000000 to -148059424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Entering Unmasked Estep 
Score: -796323.312500 Penalty: 2184.957031
	Iteration 0F: 2 clusters Score -796323.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -790739.500000 Penalty: 4369.914062
	Iteration 0F: 3 clusters Score -790739.5 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -792238.187500 Penalty: 4369.914062
	Iteration 1F: 3 clusters Score -792238.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -792493.250000 Penalty: 4369.914062
	Iteration 2F: 3 clusters Score -792493.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -792718.437500 Penalty: 4369.914062
	Iteration 3F: 3 clusters Score -792718.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -792907.437500 Penalty: 4369.914062
	Iteration 4Q: 3 clusters Score -792907.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -793123.500000 Penalty: 4369.914062
	Iteration 5Q: 3 clusters Score -793123.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -793386.562500 Penalty: 4369.914062
	Iteration 6F: 3 clusters Score -793386.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -793679.937500 Penalty: 4369.914062
	Iteration 7F: 3 clusters Score -793679.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -794023.500000 Penalty: 4369.914062
	Iteration 8F: 3 clusters Score -794023.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -794353.562500 Penalty: 4369.914062
	Iteration 9F: 3 clusters Score -794353.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -794573.062500 Penalty: 4369.914062
	Iteration 10Q: 3 clusters Score -794573.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -794708.375000 Penalty: 4369.914062
	Iteration 11Q: 3 clusters Score -794708.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -794785.250000 Penalty: 4369.914062
	Iteration 12Q: 3 clusters Score -794785.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -794834.812500 Penalty: 4369.914062
	Iteration 13Q: 3 clusters Score -794834.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -794863.187500 Penalty: 4369.914062
	Iteration 14Q: 3 clusters Score -794863.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -794877.000000 Penalty: 4369.914062
	Iteration 15Q: 3 clusters Score -794877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -794887.562500 Penalty: 4369.914062
	Iteration 16Q: 3 clusters Score -794887.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -794895.062500 Penalty: 4369.914062
	Iteration 17Q: 3 clusters Score -794895.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -794899.187500 Penalty: 4369.914062
	Iteration 18Q: 3 clusters Score -794899.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -794900.750000 Penalty: 4369.914062
	Iteration 19Q: 3 clusters Score -794900.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -794903.937500 Penalty: 4369.914062
	Iteration 20F: 3 clusters Score -794903.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -794907.375000 Penalty: 4369.914062
	Iteration 21Q: 3 clusters Score -794907.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -794909.937500 Penalty: 4369.914062
	Iteration 22Q: 3 clusters Score -794909.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -794909.937500 Penalty: 4369.914062
	Iteration 23Q: 3 clusters Score -794909.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -794913.812500 Penalty: 4369.914062
	Iteration 24Q: 3 clusters Score -794913.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -794913.875000 Penalty: 4369.914062
	Iteration 25Q: 3 clusters Score -794913.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -794916.125000 Penalty: 4369.914062
	Iteration 26Q: 3 clusters Score -794916.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -794917.562500 Penalty: 4369.914062
	Iteration 27Q: 3 clusters Score -794917.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -794920.062500 Penalty: 4369.914062
	Iteration 28Q: 3 clusters Score -794920.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -794922.250000 Penalty: 4369.914062
	Iteration 29Q: 3 clusters Score -794922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -794923.000000 Penalty: 4369.914062
	Iteration 30Q: 3 clusters Score -794923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -794924.687500 Penalty: 4369.914062
	Iteration 31Q: 3 clusters Score -794924.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -794926.812500 Penalty: 4369.914062
	Iteration 32Q: 3 clusters Score -794926.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -794928.062500 Penalty: 4369.914062
	Iteration 33Q: 3 clusters Score -794928.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -794930.125000 Penalty: 4369.914062
	Iteration 34Q: 3 clusters Score -794930.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -794930.125000 Penalty: 4369.914062
	Iteration 35Q: 3 clusters Score -794930.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -794931.187500 Penalty: 4369.914062
	Iteration 36Q: 3 clusters Score -794931.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -794932.125000 Penalty: 4369.914062
	Iteration 37Q: 3 clusters Score -794932.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -794932.437500 Penalty: 4369.914062
	Iteration 38Q: 3 clusters Score -794932.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -794933.062500 Penalty: 4369.914062
	Iteration 39Q: 3 clusters Score -794933.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -794933.062500 Penalty: 4369.914062
	Iteration 40F: 3 clusters Score -794933.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -82528.000000 Penalty: 1653.720581
	Iteration 0F: 2 clusters Score -82528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -80796.812500 Penalty: 3307.441162
	Iteration 0F: 3 clusters Score -80796.81 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81028.375000 Penalty: 3307.441162
	Iteration 1F: 3 clusters Score -81028.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -81102.078125 Penalty: 3307.441162
	Iteration 2F: 3 clusters Score -81102.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -81148.187500 Penalty: 3307.441162
	Iteration 3Q: 3 clusters Score -81148.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -81212.390625 Penalty: 3307.441162
	Iteration 4Q: 3 clusters Score -81212.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -81298.929688 Penalty: 3307.441162
	Iteration 5Q: 3 clusters Score -81298.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -81395.156250 Penalty: 3307.441162
	Iteration 6Q: 3 clusters Score -81395.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -81516.710938 Penalty: 3307.441162
	Iteration 7Q: 3 clusters Score -81516.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -81605.390625 Penalty: 3307.441162
	Iteration 8Q: 3 clusters Score -81605.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -81652.734375 Penalty: 3307.441162
	Iteration 9Q: 3 clusters Score -81652.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -81692.179688 Penalty: 3307.441162
	Iteration 10Q: 3 clusters Score -81692.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -81727.968750 Penalty: 3307.441162
	Iteration 11Q: 3 clusters Score -81727.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -81782.484375 Penalty: 3307.441162
	Iteration 12Q: 3 clusters Score -81782.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -81864.226562 Penalty: 3307.441162
	Iteration 13Q: 3 clusters Score -81864.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -81970.960938 Penalty: 3307.441162
	Iteration 14Q: 3 clusters Score -81970.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -82005.679688 Penalty: 3307.441162
	Iteration 15Q: 3 clusters Score -82005.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -82023.156250 Penalty: 3307.441162
	Iteration 16Q: 3 clusters Score -82023.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -82045.500000 Penalty: 3307.441162
	Iteration 17Q: 3 clusters Score -82045.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -82075.468750 Penalty: 3307.441162
	Iteration 18Q: 3 clusters Score -82075.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -82105.539062 Penalty: 3307.441162
	Iteration 19Q: 3 clusters Score -82105.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -82136.617188 Penalty: 3307.441162
	Iteration 20F: 3 clusters Score -82136.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -82154.234375 Penalty: 3307.441162
	Iteration 21Q: 3 clusters Score -82154.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -82168.750000 Penalty: 3307.441162
	Iteration 22Q: 3 clusters Score -82168.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -82169.492188 Penalty: 3307.441162
	Iteration 23Q: 3 clusters Score -82169.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -82169.492188 Penalty: 3307.441162
	Iteration 24F: 3 clusters Score -82169.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Entering Unmasked Estep 
Score: -578368.312500 Penalty: 2114.338379
	Iteration 0F: 2 clusters Score -578368.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -573824.437500 Penalty: 4228.676758
	Iteration 0F: 3 clusters Score -573824.4 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -574877.312500 Penalty: 4228.676758
	Iteration 1F: 3 clusters Score -574877.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -575084.937500 Penalty: 4228.676758
	Iteration 2F: 3 clusters Score -575084.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -575230.687500 Penalty: 4228.676758
	Iteration 3Q: 3 clusters Score -575230.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -575387.312500 Penalty: 4228.676758
	Iteration 4Q: 3 clusters Score -575387.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -575574.000000 Penalty: 4228.676758
	Iteration 5Q: 3 clusters Score -575574 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -575784.375000 Penalty: 4228.676758
	Iteration 6Q: 3 clusters Score -575784.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -575978.875000 Penalty: 4228.676758
	Iteration 7Q: 3 clusters Score -575978.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -576133.250000 Penalty: 4228.676758
	Iteration 8Q: 3 clusters Score -576133.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -576251.437500 Penalty: 4228.676758
	Iteration 9Q: 3 clusters Score -576251.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -576360.062500 Penalty: 4228.676758
	Iteration 10Q: 3 clusters Score -576360.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -576449.562500 Penalty: 4228.676758
	Iteration 11Q: 3 clusters Score -576449.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -576503.625000 Penalty: 4228.676758
	Iteration 12Q: 3 clusters Score -576503.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -576546.000000 Penalty: 4228.676758
	Iteration 13Q: 3 clusters Score -576546 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -576573.437500 Penalty: 4228.676758
	Iteration 14Q: 3 clusters Score -576573.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -576598.250000 Penalty: 4228.676758
	Iteration 15Q: 3 clusters Score -576598.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -576625.562500 Penalty: 4228.676758
	Iteration 16Q: 3 clusters Score -576625.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -576642.750000 Penalty: 4228.676758
	Iteration 17Q: 3 clusters Score -576642.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -576657.500000 Penalty: 4228.676758
	Iteration 18Q: 3 clusters Score -576657.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -576673.750000 Penalty: 4228.676758
	Iteration 19Q: 3 clusters Score -576673.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -576692.937500 Penalty: 4228.676758
	Iteration 20F: 3 clusters Score -576692.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -576707.437500 Penalty: 4228.676758
	Iteration 21Q: 3 clusters Score -576707.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -576721.625000 Penalty: 4228.676758
	Iteration 22Q: 3 clusters Score -576721.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -576729.500000 Penalty: 4228.676758
	Iteration 23Q: 3 clusters Score -576729.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -576736.750000 Penalty: 4228.676758
	Iteration 24Q: 3 clusters Score -576736.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -576743.125000 Penalty: 4228.676758
	Iteration 25Q: 3 clusters Score -576743.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -576748.375000 Penalty: 4228.676758
	Iteration 26Q: 3 clusters Score -576748.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -576755.187500 Penalty: 4228.676758
	Iteration 27Q: 3 clusters Score -576755.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -576762.750000 Penalty: 4228.676758
	Iteration 28Q: 3 clusters Score -576762.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -576766.250000 Penalty: 4228.676758
	Iteration 29Q: 3 clusters Score -576766.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -576769.125000 Penalty: 4228.676758
	Iteration 30Q: 3 clusters Score -576769.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -576770.125000 Penalty: 4228.676758
	Iteration 31Q: 3 clusters Score -576770.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -576773.562500 Penalty: 4228.676758
	Iteration 32Q: 3 clusters Score -576773.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -576775.875000 Penalty: 4228.676758
	Iteration 33Q: 3 clusters Score -576775.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -576779.937500 Penalty: 4228.676758
	Iteration 34Q: 3 clusters Score -576779.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -576787.312500 Penalty: 4228.676758
	Iteration 35Q: 3 clusters Score -576787.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -576793.312500 Penalty: 4228.676758
	Iteration 36Q: 3 clusters Score -576793.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -576798.437500 Penalty: 4228.676758
	Iteration 37Q: 3 clusters Score -576798.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -576800.875000 Penalty: 4228.676758
	Iteration 38Q: 3 clusters Score -576800.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -576802.812500 Penalty: 4228.676758
	Iteration 39Q: 3 clusters Score -576802.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -576803.937500 Penalty: 4228.676758
	Iteration 40F: 3 clusters Score -576803.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -576805.937500 Penalty: 4228.676758
	Iteration 41Q: 3 clusters Score -576805.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -576808.000000 Penalty: 4228.676758
	Iteration 42Q: 3 clusters Score -576808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -576813.125000 Penalty: 4228.676758
	Iteration 43Q: 3 clusters Score -576813.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -576817.750000 Penalty: 4228.676758
	Iteration 44Q: 3 clusters Score -576817.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -576821.312500 Penalty: 4228.676758
	Iteration 45Q: 3 clusters Score -576821.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -576824.687500 Penalty: 4228.676758
	Iteration 46Q: 3 clusters Score -576824.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -576829.312500 Penalty: 4228.676758
	Iteration 47Q: 3 clusters Score -576829.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -576834.187500 Penalty: 4228.676758
	Iteration 48Q: 3 clusters Score -576834.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -576843.812500 Penalty: 4228.676758
	Iteration 49Q: 3 clusters Score -576843.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -576858.062500 Penalty: 4228.676758
	Iteration 50Q: 3 clusters Score -576858.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -576874.562500 Penalty: 4228.676758
	Iteration 51Q: 3 clusters Score -576874.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -576884.000000 Penalty: 4228.676758
	Iteration 52Q: 3 clusters Score -576884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -576894.375000 Penalty: 4228.676758
	Iteration 53Q: 3 clusters Score -576894.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -576907.000000 Penalty: 4228.676758
	Iteration 54Q: 3 clusters Score -576907 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -576927.562500 Penalty: 4228.676758
	Iteration 55Q: 3 clusters Score -576927.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -576943.937500 Penalty: 4228.676758
	Iteration 56Q: 3 clusters Score -576943.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -576960.812500 Penalty: 4228.676758
	Iteration 57Q: 3 clusters Score -576960.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -576976.750000 Penalty: 4228.676758
	Iteration 58Q: 3 clusters Score -576976.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -576988.562500 Penalty: 4228.676758
	Iteration 59Q: 3 clusters Score -576988.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -576998.812500 Penalty: 4228.676758
	Iteration 60F: 3 clusters Score -576998.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -577006.125000 Penalty: 4228.676758
	Iteration 61Q: 3 clusters Score -577006.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -577010.250000 Penalty: 4228.676758
	Iteration 62Q: 3 clusters Score -577010.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -577012.750000 Penalty: 4228.676758
	Iteration 63Q: 3 clusters Score -577012.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -577014.375000 Penalty: 4228.676758
	Iteration 64Q: 3 clusters Score -577014.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -577016.187500 Penalty: 4228.676758
	Iteration 65Q: 3 clusters Score -577016.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -577017.187500 Penalty: 4228.676758
	Iteration 66Q: 3 clusters Score -577017.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -577019.000000 Penalty: 4228.676758
	Iteration 67Q: 3 clusters Score -577019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -577020.250000 Penalty: 4228.676758
	Iteration 68Q: 3 clusters Score -577020.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -577023.000000 Penalty: 4228.676758
	Iteration 69Q: 3 clusters Score -577023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -577025.312500 Penalty: 4228.676758
	Iteration 70Q: 3 clusters Score -577025.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -577025.687500 Penalty: 4228.676758
	Iteration 71Q: 3 clusters Score -577025.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -577027.250000 Penalty: 4228.676758
	Iteration 72Q: 3 clusters Score -577027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -577028.937500 Penalty: 4228.676758
	Iteration 73Q: 3 clusters Score -577028.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -577031.750000 Penalty: 4228.676758
	Iteration 74Q: 3 clusters Score -577031.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -577031.437500 Penalty: 4228.676758
	Iteration 75Q: 3 clusters Score -577031.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -577032.562500 Penalty: 4228.676758
	Iteration 76Q: 3 clusters Score -577032.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -577033.875000 Penalty: 4228.676758
	Iteration 77Q: 3 clusters Score -577033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -577034.187500 Penalty: 4228.676758
	Iteration 78Q: 3 clusters Score -577034.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -577034.187500 Penalty: 4228.676758
	Iteration 79F: 3 clusters Score -577034.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (170672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170672 members 
Entering Unmasked Estep 
Score: -20809082.000000 Penalty: 2987.779785
	Iteration 0F: 2 clusters Score -2.080908e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85225 members 
Mstep: Class 2 contains 85447 members 
Entering Unmasked Estep 
Score: -20695346.000000 Penalty: 5975.559570
	Iteration 0F: 3 clusters Score -2.069535e+07 nChanged 81743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 89566 members 
Entering Unmasked Estep 
Score: -20742984.000000 Penalty: 5975.559570
	Iteration 1F: 3 clusters Score -2.074298e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78599 members 
Mstep: Class 2 contains 92073 members 
Entering Unmasked Estep 
Score: -20744166.000000 Penalty: 5975.559570
	Iteration 2Q: 3 clusters Score -2.074417e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 95718 members 
Entering Unmasked Estep 
Score: -20745594.000000 Penalty: 5975.559570
	Iteration 3Q: 3 clusters Score -2.074559e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69549 members 
Mstep: Class 2 contains 101123 members 
Entering Unmasked Estep 
Score: -20747846.000000 Penalty: 5975.559570
	Iteration 4Q: 3 clusters Score -2.074785e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 108800 members 
Entering Unmasked Estep 
Score: -20751722.000000 Penalty: 5975.559570
	Iteration 5Q: 3 clusters Score -2.075172e+07 nChanged 10980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 119508 members 
Entering Unmasked Estep 
Score: -20758610.000000 Penalty: 5975.559570
	Iteration 6F: 3 clusters Score -2.075861e+07 nChanged 13843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 133225 members 
Entering Unmasked Estep 
Score: -20769568.000000 Penalty: 5975.559570
	Iteration 7F: 3 clusters Score -2.076957e+07 nChanged 14869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 148086 members 
Entering Unmasked Estep 
Score: -20783640.000000 Penalty: 5975.559570
	Iteration 8F: 3 clusters Score -2.078364e+07 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 160357 members 
Entering Unmasked Estep 
Score: -20796346.000000 Penalty: 5975.559570
	Iteration 9F: 3 clusters Score -2.079635e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 167077 members 
Entering Unmasked Estep 
Score: -20803054.000000 Penalty: 5975.559570
	Iteration 10Q: 3 clusters Score -2.080305e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 169409 members 
Entering Unmasked Estep 
Score: -20805392.000000 Penalty: 5975.559570
	Iteration 11Q: 3 clusters Score -2.080539e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 170072 members 
Entering Unmasked Estep 
Score: -20805930.000000 Penalty: 5975.559570
	Iteration 12Q: 3 clusters Score -2.080593e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 170249 members 
Entering Unmasked Estep 
Score: -20806184.000000 Penalty: 5975.559570
	Iteration 13Q: 3 clusters Score -2.080618e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 170304 members 
Entering Unmasked Estep 
Score: -20806240.000000 Penalty: 5975.559570
	Iteration 14Q: 3 clusters Score -2.080624e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 170335 members 
Entering Unmasked Estep 
Score: -20806298.000000 Penalty: 5975.559570
	Iteration 15Q: 3 clusters Score -2.08063e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 170347 members 
Entering Unmasked Estep 
Score: -20806328.000000 Penalty: 5975.559570
	Iteration 16Q: 3 clusters Score -2.080633e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 170353 members 
Entering Unmasked Estep 
Score: -20806362.000000 Penalty: 5975.559570
	Iteration 17Q: 3 clusters Score -2.080636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 170358 members 
Entering Unmasked Estep 
Score: -20806388.000000 Penalty: 5975.559570
	Iteration 18Q: 3 clusters Score -2.080639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 170359 members 
Entering Unmasked Estep 
Score: -20806390.000000 Penalty: 5975.559570
	Iteration 19Q: 3 clusters Score -2.080639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 170361 members 
Entering Unmasked Estep 
Score: -20806402.000000 Penalty: 5975.559570
	Iteration 20F: 3 clusters Score -2.08064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 170367 members 
Entering Unmasked Estep 
Score: -20806410.000000 Penalty: 5975.559570
	Iteration 21Q: 3 clusters Score -2.080641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 170370 members 
Entering Unmasked Estep 
Score: -20806418.000000 Penalty: 5975.559570
	Iteration 22Q: 3 clusters Score -2.080642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 170373 members 
Entering Unmasked Estep 
Score: -20806414.000000 Penalty: 5975.559570
	Iteration 23Q: 3 clusters Score -2.080641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 170376 members 
Entering Unmasked Estep 
Score: -20806426.000000 Penalty: 5975.559570
	Iteration 24Q: 3 clusters Score -2.080643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 170376 members 
Entering Unmasked Estep 
Score: -20806436.000000 Penalty: 5975.559570
	Iteration 25Q: 3 clusters Score -2.080644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 170379 members 
Entering Unmasked Estep 
Score: -20806438.000000 Penalty: 5975.559570
	Iteration 26Q: 3 clusters Score -2.080644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 170380 members 
Entering Unmasked Estep 
Score: -20806438.000000 Penalty: 5975.559570
	Iteration 27Q: 3 clusters Score -2.080644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 170382 members 
Entering Unmasked Estep 
Score: -20806450.000000 Penalty: 5975.559570
	Iteration 28Q: 3 clusters Score -2.080645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 170385 members 
Entering Unmasked Estep 
Score: -20806456.000000 Penalty: 5975.559570
	Iteration 29Q: 3 clusters Score -2.080646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 170388 members 
Entering Unmasked Estep 
Score: -20806462.000000 Penalty: 5975.559570
	Iteration 30Q: 3 clusters Score -2.080646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 170393 members 
Entering Unmasked Estep 
Score: -20806470.000000 Penalty: 5975.559570
	Iteration 31Q: 3 clusters Score -2.080647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 170393 members 
Entering Unmasked Estep 
Score: -20806464.000000 Penalty: 5975.559570
	Iteration 32Q: 3 clusters Score -2.080646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 170394 members 
Entering Unmasked Estep 
Score: -20806476.000000 Penalty: 5975.559570
	Iteration 33Q: 3 clusters Score -2.080648e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 170393 members 
Entering Unmasked Estep 
Score: -20806486.000000 Penalty: 5975.559570
	Iteration 34Q: 3 clusters Score -2.080649e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 170393 members 
Entering Unmasked Estep 
Score: -20806486.000000 Penalty: 5975.559570
	Iteration 35F: 3 clusters Score -2.080649e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (67300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67300 members 
Entering Unmasked Estep 
Score: -7692611.000000 Penalty: 2756.995117
	Iteration 0F: 2 clusters Score -7692611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -7647475.000000 Penalty: 5513.990234
	Iteration 0F: 3 clusters Score -7647475 nChanged 31301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -7665260.500000 Penalty: 5513.990234
	Iteration 1F: 3 clusters Score -7665260 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -7666253.000000 Penalty: 5513.990234
	Iteration 2Q: 3 clusters Score -7666253 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -7667312.000000 Penalty: 5513.990234
	Iteration 3Q: 3 clusters Score -7667312 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -7668743.500000 Penalty: 5513.990234
	Iteration 4Q: 3 clusters Score -7668744 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -7670701.500000 Penalty: 5513.990234
	Iteration 5F: 3 clusters Score -7670702 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -7673500.000000 Penalty: 5513.990234
	Iteration 6F: 3 clusters Score -7673500 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50148 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -7677285.000000 Penalty: 5513.990234
	Iteration 7F: 3 clusters Score -7677285 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -7681529.000000 Penalty: 5513.990234
	Iteration 8F: 3 clusters Score -7681529 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -7685230.000000 Penalty: 5513.990234
	Iteration 9F: 3 clusters Score -7685230 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61633 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -7687786.500000 Penalty: 5513.990234
	Iteration 10Q: 3 clusters Score -7687786 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63483 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -7689326.000000 Penalty: 5513.990234
	Iteration 11Q: 3 clusters Score -7689326 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64590 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -7690235.000000 Penalty: 5513.990234
	Iteration 12Q: 3 clusters Score -7690235 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -7690685.500000 Penalty: 5513.990234
	Iteration 13Q: 3 clusters Score -7690686 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65474 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -7690934.000000 Penalty: 5513.990234
	Iteration 14Q: 3 clusters Score -7690934 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -7691100.500000 Penalty: 5513.990234
	Iteration 15Q: 3 clusters Score -7691100 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -7691224.000000 Penalty: 5513.990234
	Iteration 16Q: 3 clusters Score -7691224 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65827 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -7691311.000000 Penalty: 5513.990234
	Iteration 17Q: 3 clusters Score -7691311 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65868 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -7691382.500000 Penalty: 5513.990234
	Iteration 18Q: 3 clusters Score -7691382 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65890 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -7691419.500000 Penalty: 5513.990234
	Iteration 19Q: 3 clusters Score -7691420 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65908 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7691445.000000 Penalty: 5513.990234
	Iteration 20F: 3 clusters Score -7691445 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -7691449.000000 Penalty: 5513.990234
	Iteration 21Q: 3 clusters Score -7691449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65920 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7691460.500000 Penalty: 5513.990234
	Iteration 22Q: 3 clusters Score -7691460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7691459.500000 Penalty: 5513.990234
	Iteration 23Q: 3 clusters Score -7691460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65933 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7691480.000000 Penalty: 5513.990234
	Iteration 24Q: 3 clusters Score -7691480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65939 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -7691489.500000 Penalty: 5513.990234
	Iteration 25Q: 3 clusters Score -7691490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7691481.000000 Penalty: 5513.990234
	Iteration 26Q: 3 clusters Score -7691481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -7691491.000000 Penalty: 5513.990234
	Iteration 27Q: 3 clusters Score -7691491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7691490.500000 Penalty: 5513.990234
	Iteration 28Q: 3 clusters Score -7691490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65951 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7691487.000000 Penalty: 5513.990234
	Iteration 29Q: 3 clusters Score -7691487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65949 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -7691495.000000 Penalty: 5513.990234
	Iteration 30Q: 3 clusters Score -7691495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65949 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -7691496.000000 Penalty: 5513.990234
	Iteration 31Q: 3 clusters Score -7691496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7691497.500000 Penalty: 5513.990234
	Iteration 32Q: 3 clusters Score -7691498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -7691496.000000 Penalty: 5513.990234
	Iteration 33Q: 3 clusters Score -7691496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65951 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7691495.000000 Penalty: 5513.990234
	Iteration 34Q: 3 clusters Score -7691495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65947 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -7691496.500000 Penalty: 5513.990234
	Iteration 35Q: 3 clusters Score -7691496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65945 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -7691504.000000 Penalty: 5513.990234
	Iteration 36Q: 3 clusters Score -7691504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65946 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -7691515.000000 Penalty: 5513.990234
	Iteration 37Q: 3 clusters Score -7691515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65942 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7691517.000000 Penalty: 5513.990234
	Iteration 38Q: 3 clusters Score -7691517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65937 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -7691520.500000 Penalty: 5513.990234
	Iteration 39Q: 3 clusters Score -7691520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7691528.500000 Penalty: 5513.990234
	Iteration 40F: 3 clusters Score -7691528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65927 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7691522.000000 Penalty: 5513.990234
	Iteration 41Q: 3 clusters Score -7691522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65921 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7691520.500000 Penalty: 5513.990234
	Iteration 42Q: 3 clusters Score -7691520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7691515.500000 Penalty: 5513.990234
	Iteration 43Q: 3 clusters Score -7691516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65919 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7691518.500000 Penalty: 5513.990234
	Iteration 44Q: 3 clusters Score -7691518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65919 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7691511.500000 Penalty: 5513.990234
	Iteration 45Q: 3 clusters Score -7691512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65920 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7691515.500000 Penalty: 5513.990234
	Iteration 46Q: 3 clusters Score -7691516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65921 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7691510.000000 Penalty: 5513.990234
	Iteration 47Q: 3 clusters Score -7691510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65919 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7691511.500000 Penalty: 5513.990234
	Iteration 48Q: 3 clusters Score -7691512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7691512.500000 Penalty: 5513.990234
	Iteration 49Q: 3 clusters Score -7691512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65917 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7691513.000000 Penalty: 5513.990234
	Iteration 50Q: 3 clusters Score -7691513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65914 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7691515.000000 Penalty: 5513.990234
	Iteration 51Q: 3 clusters Score -7691515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -7691515.000000 Penalty: 5513.990234
	Iteration 52Q: 3 clusters Score -7691515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -7691515.000000 Penalty: 5513.990234
	Iteration 53F: 3 clusters Score -7691515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -32155.707031 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -32155.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30888.138672 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -30888.14 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30987.082031 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -30987.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31042.583984 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -31042.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31065.623047 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -31065.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31075.472656 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -31075.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -31075.472656 Penalty: 2877.850586
	Iteration 5F: 3 clusters Score -31075.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Entering Unmasked Estep 
Score: -481625.968750 Penalty: 2078.807861
	Iteration 0F: 2 clusters Score -481626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -477529.500000 Penalty: 4157.615723
	Iteration 0F: 3 clusters Score -477529.5 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -478749.593750 Penalty: 4157.615723
	Iteration 1F: 3 clusters Score -478749.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -479205.687500 Penalty: 4157.615723
	Iteration 2F: 3 clusters Score -479205.7 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -479521.968750 Penalty: 4157.615723
	Iteration 3F: 3 clusters Score -479522 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -479708.656250 Penalty: 4157.615723
	Iteration 4F: 3 clusters Score -479708.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -479824.062500 Penalty: 4157.615723
	Iteration 5Q: 3 clusters Score -479824.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -479917.500000 Penalty: 4157.615723
	Iteration 6Q: 3 clusters Score -479917.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -480010.875000 Penalty: 4157.615723
	Iteration 7Q: 3 clusters Score -480010.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -480080.312500 Penalty: 4157.615723
	Iteration 8Q: 3 clusters Score -480080.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -480126.593750 Penalty: 4157.615723
	Iteration 9Q: 3 clusters Score -480126.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -480167.312500 Penalty: 4157.615723
	Iteration 10Q: 3 clusters Score -480167.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -480201.843750 Penalty: 4157.615723
	Iteration 11Q: 3 clusters Score -480201.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -480233.562500 Penalty: 4157.615723
	Iteration 12Q: 3 clusters Score -480233.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -480281.062500 Penalty: 4157.615723
	Iteration 13Q: 3 clusters Score -480281.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -480337.718750 Penalty: 4157.615723
	Iteration 14Q: 3 clusters Score -480337.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -480407.843750 Penalty: 4157.615723
	Iteration 15Q: 3 clusters Score -480407.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -480460.812500 Penalty: 4157.615723
	Iteration 16Q: 3 clusters Score -480460.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -480499.468750 Penalty: 4157.615723
	Iteration 17Q: 3 clusters Score -480499.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -480531.656250 Penalty: 4157.615723
	Iteration 18Q: 3 clusters Score -480531.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -480563.500000 Penalty: 4157.615723
	Iteration 19Q: 3 clusters Score -480563.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -480591.406250 Penalty: 4157.615723
	Iteration 20F: 3 clusters Score -480591.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -480616.375000 Penalty: 4157.615723
	Iteration 21Q: 3 clusters Score -480616.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -480634.593750 Penalty: 4157.615723
	Iteration 22Q: 3 clusters Score -480634.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -480650.531250 Penalty: 4157.615723
	Iteration 23Q: 3 clusters Score -480650.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -480665.593750 Penalty: 4157.615723
	Iteration 24Q: 3 clusters Score -480665.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -480691.781250 Penalty: 4157.615723
	Iteration 25Q: 3 clusters Score -480691.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -480721.593750 Penalty: 4157.615723
	Iteration 26Q: 3 clusters Score -480721.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -480743.062500 Penalty: 4157.615723
	Iteration 27Q: 3 clusters Score -480743.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -480766.343750 Penalty: 4157.615723
	Iteration 28Q: 3 clusters Score -480766.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -480784.000000 Penalty: 4157.615723
	Iteration 29Q: 3 clusters Score -480784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -480802.625000 Penalty: 4157.615723
	Iteration 30Q: 3 clusters Score -480802.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -480823.468750 Penalty: 4157.615723
	Iteration 31Q: 3 clusters Score -480823.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -480849.937500 Penalty: 4157.615723
	Iteration 32Q: 3 clusters Score -480849.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -480868.843750 Penalty: 4157.615723
	Iteration 33Q: 3 clusters Score -480868.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -480888.281250 Penalty: 4157.615723
	Iteration 34Q: 3 clusters Score -480888.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -480912.062500 Penalty: 4157.615723
	Iteration 35Q: 3 clusters Score -480912.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -480940.968750 Penalty: 4157.615723
	Iteration 36Q: 3 clusters Score -480941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -480972.031250 Penalty: 4157.615723
	Iteration 37Q: 3 clusters Score -480972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -480999.718750 Penalty: 4157.615723
	Iteration 38Q: 3 clusters Score -480999.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -481013.500000 Penalty: 4157.615723
	Iteration 39Q: 3 clusters Score -481013.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -481023.812500 Penalty: 4157.615723
	Iteration 40F: 3 clusters Score -481023.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -481034.906250 Penalty: 4157.615723
	Iteration 41Q: 3 clusters Score -481034.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -481044.031250 Penalty: 4157.615723
	Iteration 42Q: 3 clusters Score -481044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -481050.500000 Penalty: 4157.615723
	Iteration 43Q: 3 clusters Score -481050.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -481058.000000 Penalty: 4157.615723
	Iteration 44Q: 3 clusters Score -481058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -481063.593750 Penalty: 4157.615723
	Iteration 45Q: 3 clusters Score -481063.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -481069.375000 Penalty: 4157.615723
	Iteration 46Q: 3 clusters Score -481069.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -481077.156250 Penalty: 4157.615723
	Iteration 47Q: 3 clusters Score -481077.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -481083.812500 Penalty: 4157.615723
	Iteration 48Q: 3 clusters Score -481083.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -481088.281250 Penalty: 4157.615723
	Iteration 49Q: 3 clusters Score -481088.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -481094.937500 Penalty: 4157.615723
	Iteration 50Q: 3 clusters Score -481094.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -481102.218750 Penalty: 4157.615723
	Iteration 51Q: 3 clusters Score -481102.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -481106.000000 Penalty: 4157.615723
	Iteration 52Q: 3 clusters Score -481106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -481110.812500 Penalty: 4157.615723
	Iteration 53Q: 3 clusters Score -481110.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -481117.718750 Penalty: 4157.615723
	Iteration 54Q: 3 clusters Score -481117.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -481121.875000 Penalty: 4157.615723
	Iteration 55Q: 3 clusters Score -481121.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -481123.312500 Penalty: 4157.615723
	Iteration 56Q: 3 clusters Score -481123.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -481126.000000 Penalty: 4157.615723
	Iteration 57Q: 3 clusters Score -481126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -481125.531250 Penalty: 4157.615723
	Iteration 58Q: 3 clusters Score -481125.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -481127.500000 Penalty: 4157.615723
	Iteration 59Q: 3 clusters Score -481127.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -481127.218750 Penalty: 4157.615723
	Iteration 60F: 3 clusters Score -481127.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (197054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197054 members 
Entering Unmasked Estep 
Score: -24015808.000000 Penalty: 3023.425781
	Iteration 0F: 2 clusters Score -2.401581e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98463 members 
Mstep: Class 2 contains 98591 members 
Entering Unmasked Estep 
Score: -23886060.000000 Penalty: 6046.851562
	Iteration 0F: 3 clusters Score -2.388606e+07 nChanged 95066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99213 members 
Mstep: Class 2 contains 97841 members 
Entering Unmasked Estep 
Score: -23941542.000000 Penalty: 6046.851562
	Iteration 1F: 3 clusters Score -2.394154e+07 nChanged 5747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99930 members 
Mstep: Class 2 contains 97124 members 
Entering Unmasked Estep 
Score: -23942672.000000 Penalty: 6046.851562
	Iteration 2Q: 3 clusters Score -2.394267e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100975 members 
Mstep: Class 2 contains 96079 members 
Entering Unmasked Estep 
Score: -23944560.000000 Penalty: 6046.851562
	Iteration 3Q: 3 clusters Score -2.394456e+07 nChanged 7377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102604 members 
Mstep: Class 2 contains 94450 members 
Entering Unmasked Estep 
Score: -23947202.000000 Penalty: 6046.851562
	Iteration 4Q: 3 clusters Score -2.39472e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104968 members 
Mstep: Class 2 contains 92086 members 
Entering Unmasked Estep 
Score: -23950672.000000 Penalty: 6046.851562
	Iteration 5Q: 3 clusters Score -2.395067e+07 nChanged 9681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108069 members 
Mstep: Class 2 contains 88985 members 
Entering Unmasked Estep 
Score: -23954998.000000 Penalty: 6046.851562
	Iteration 6Q: 3 clusters Score -2.3955e+07 nChanged 10746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111919 members 
Mstep: Class 2 contains 85135 members 
Entering Unmasked Estep 
Score: -23960672.000000 Penalty: 6046.851562
	Iteration 7F: 3 clusters Score -2.396067e+07 nChanged 11256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116199 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -23966936.000000 Penalty: 6046.851562
	Iteration 8F: 3 clusters Score -2.396694e+07 nChanged 11249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120396 members 
Mstep: Class 2 contains 76658 members 
Entering Unmasked Estep 
Score: -23973902.000000 Penalty: 6046.851562
	Iteration 9F: 3 clusters Score -2.39739e+07 nChanged 11127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123993 members 
Mstep: Class 2 contains 73061 members 
Entering Unmasked Estep 
Score: -23981488.000000 Penalty: 6046.851562
	Iteration 10F: 3 clusters Score -2.398149e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126468 members 
Mstep: Class 2 contains 70586 members 
Entering Unmasked Estep 
Score: -23988032.000000 Penalty: 6046.851562
	Iteration 11F: 3 clusters Score -2.398803e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128448 members 
Mstep: Class 2 contains 68606 members 
Entering Unmasked Estep 
Score: -23991930.000000 Penalty: 6046.851562
	Iteration 12Q: 3 clusters Score -2.399193e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130443 members 
Mstep: Class 2 contains 66611 members 
Entering Unmasked Estep 
Score: -23993590.000000 Penalty: 6046.851562
	Iteration 13Q: 3 clusters Score -2.399359e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132521 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -23994506.000000 Penalty: 6046.851562
	Iteration 14Q: 3 clusters Score -2.399451e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134799 members 
Mstep: Class 2 contains 62255 members 
Entering Unmasked Estep 
Score: -23995620.000000 Penalty: 6046.851562
	Iteration 15Q: 3 clusters Score -2.399562e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137057 members 
Mstep: Class 2 contains 59997 members 
Entering Unmasked Estep 
Score: -23996392.000000 Penalty: 6046.851562
	Iteration 16Q: 3 clusters Score -2.399639e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139374 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -23997210.000000 Penalty: 6046.851562
	Iteration 17Q: 3 clusters Score -2.399721e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141758 members 
Mstep: Class 2 contains 55296 members 
Entering Unmasked Estep 
Score: -23997984.000000 Penalty: 6046.851562
	Iteration 18Q: 3 clusters Score -2.399798e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144111 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -23998844.000000 Penalty: 6046.851562
	Iteration 19Q: 3 clusters Score -2.399884e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146412 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -23999524.000000 Penalty: 6046.851562
	Iteration 20F: 3 clusters Score -2.399952e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148719 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -24000262.000000 Penalty: 6046.851562
	Iteration 21Q: 3 clusters Score -2.400026e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150974 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -24000966.000000 Penalty: 6046.851562
	Iteration 22Q: 3 clusters Score -2.400097e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153180 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -24001444.000000 Penalty: 6046.851562
	Iteration 23Q: 3 clusters Score -2.400144e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155371 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -24002204.000000 Penalty: 6046.851562
	Iteration 24Q: 3 clusters Score -2.40022e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157658 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -24002788.000000 Penalty: 6046.851562
	Iteration 25Q: 3 clusters Score -2.400279e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159864 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -24003594.000000 Penalty: 6046.851562
	Iteration 26Q: 3 clusters Score -2.400359e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162058 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -24004302.000000 Penalty: 6046.851562
	Iteration 27Q: 3 clusters Score -2.40043e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164284 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -24004974.000000 Penalty: 6046.851562
	Iteration 28Q: 3 clusters Score -2.400497e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166474 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -24005546.000000 Penalty: 6046.851562
	Iteration 29Q: 3 clusters Score -2.400555e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168565 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -24006160.000000 Penalty: 6046.851562
	Iteration 30Q: 3 clusters Score -2.400616e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170608 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -24006702.000000 Penalty: 6046.851562
	Iteration 31Q: 3 clusters Score -2.40067e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172591 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -24007406.000000 Penalty: 6046.851562
	Iteration 32Q: 3 clusters Score -2.400741e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174545 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -24007976.000000 Penalty: 6046.851562
	Iteration 33Q: 3 clusters Score -2.400798e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176395 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -24008494.000000 Penalty: 6046.851562
	Iteration 34Q: 3 clusters Score -2.400849e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178178 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -24008914.000000 Penalty: 6046.851562
	Iteration 35Q: 3 clusters Score -2.400891e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179924 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -24009396.000000 Penalty: 6046.851562
	Iteration 36Q: 3 clusters Score -2.40094e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181619 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -24009938.000000 Penalty: 6046.851562
	Iteration 37Q: 3 clusters Score -2.400994e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183214 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -24010350.000000 Penalty: 6046.851562
	Iteration 38Q: 3 clusters Score -2.401035e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184604 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -24010678.000000 Penalty: 6046.851562
	Iteration 39Q: 3 clusters Score -2.401068e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185870 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -24011066.000000 Penalty: 6046.851562
	Iteration 40F: 3 clusters Score -2.401107e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187083 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -24011438.000000 Penalty: 6046.851562
	Iteration 41Q: 3 clusters Score -2.401144e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188189 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -24011670.000000 Penalty: 6046.851562
	Iteration 42Q: 3 clusters Score -2.401167e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189159 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -24011924.000000 Penalty: 6046.851562
	Iteration 43Q: 3 clusters Score -2.401192e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190025 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -24012134.000000 Penalty: 6046.851562
	Iteration 44Q: 3 clusters Score -2.401213e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190835 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -24012384.000000 Penalty: 6046.851562
	Iteration 45Q: 3 clusters Score -2.401238e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191532 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -24012492.000000 Penalty: 6046.851562
	Iteration 46Q: 3 clusters Score -2.401249e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192154 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -24012632.000000 Penalty: 6046.851562
	Iteration 47Q: 3 clusters Score -2.401263e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192694 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -24012752.000000 Penalty: 6046.851562
	Iteration 48Q: 3 clusters Score -2.401275e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193191 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -24012932.000000 Penalty: 6046.851562
	Iteration 49Q: 3 clusters Score -2.401293e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193624 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -24013050.000000 Penalty: 6046.851562
	Iteration 50Q: 3 clusters Score -2.401305e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193993 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -24013136.000000 Penalty: 6046.851562
	Iteration 51Q: 3 clusters Score -2.401314e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194314 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -24013246.000000 Penalty: 6046.851562
	Iteration 52Q: 3 clusters Score -2.401325e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194581 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -24013320.000000 Penalty: 6046.851562
	Iteration 53Q: 3 clusters Score -2.401332e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194805 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -24013382.000000 Penalty: 6046.851562
	Iteration 54Q: 3 clusters Score -2.401338e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195004 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -24013442.000000 Penalty: 6046.851562
	Iteration 55Q: 3 clusters Score -2.401344e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195166 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -24013492.000000 Penalty: 6046.851562
	Iteration 56Q: 3 clusters Score -2.401349e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195306 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -24013500.000000 Penalty: 6046.851562
	Iteration 57Q: 3 clusters Score -2.40135e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195398 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -24013518.000000 Penalty: 6046.851562
	Iteration 58Q: 3 clusters Score -2.401352e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195473 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -24013542.000000 Penalty: 6046.851562
	Iteration 59Q: 3 clusters Score -2.401354e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195559 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -24013540.000000 Penalty: 6046.851562
	Iteration 60F: 3 clusters Score -2.401354e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195636 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -24013562.000000 Penalty: 6046.851562
	Iteration 61Q: 3 clusters Score -2.401356e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195696 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -24013556.000000 Penalty: 6046.851562
	Iteration 62Q: 3 clusters Score -2.401356e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195741 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -24013586.000000 Penalty: 6046.851562
	Iteration 63Q: 3 clusters Score -2.401359e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195780 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -24013622.000000 Penalty: 6046.851562
	Iteration 64Q: 3 clusters Score -2.401362e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195808 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -24013638.000000 Penalty: 6046.851562
	Iteration 65Q: 3 clusters Score -2.401364e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195832 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -24013642.000000 Penalty: 6046.851562
	Iteration 66Q: 3 clusters Score -2.401364e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195849 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -24013656.000000 Penalty: 6046.851562
	Iteration 67Q: 3 clusters Score -2.401366e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195865 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -24013646.000000 Penalty: 6046.851562
	Iteration 68Q: 3 clusters Score -2.401365e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195877 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -24013668.000000 Penalty: 6046.851562
	Iteration 69Q: 3 clusters Score -2.401367e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195895 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -24013678.000000 Penalty: 6046.851562
	Iteration 70Q: 3 clusters Score -2.401368e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195903 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -24013650.000000 Penalty: 6046.851562
	Iteration 71Q: 3 clusters Score -2.401365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195910 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -24013656.000000 Penalty: 6046.851562
	Iteration 72Q: 3 clusters Score -2.401366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195919 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -24013648.000000 Penalty: 6046.851562
	Iteration 73Q: 3 clusters Score -2.401365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195925 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -24013660.000000 Penalty: 6046.851562
	Iteration 74Q: 3 clusters Score -2.401366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195928 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -24013684.000000 Penalty: 6046.851562
	Iteration 75Q: 3 clusters Score -2.401368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195933 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -24013684.000000 Penalty: 6046.851562
	Iteration 76Q: 3 clusters Score -2.401368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195937 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -24013686.000000 Penalty: 6046.851562
	Iteration 77Q: 3 clusters Score -2.401369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195945 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -24013688.000000 Penalty: 6046.851562
	Iteration 78Q: 3 clusters Score -2.401369e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195949 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -24013706.000000 Penalty: 6046.851562
	Iteration 79Q: 3 clusters Score -2.401371e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195952 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -24013702.000000 Penalty: 6046.851562
	Iteration 80F: 3 clusters Score -2.40137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -154282.593750 Penalty: 1776.658813
	Iteration 0F: 2 clusters Score -154282.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -152166.328125 Penalty: 3553.317627
	Iteration 0F: 3 clusters Score -152166.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -152449.046875 Penalty: 3553.317627
	Iteration 1F: 3 clusters Score -152449 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -152555.671875 Penalty: 3553.317627
	Iteration 2F: 3 clusters Score -152555.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -152646.218750 Penalty: 3553.317627
	Iteration 3Q: 3 clusters Score -152646.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -152733.125000 Penalty: 3553.317627
	Iteration 4Q: 3 clusters Score -152733.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -152825.406250 Penalty: 3553.317627
	Iteration 5Q: 3 clusters Score -152825.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -152980.046875 Penalty: 3553.317627
	Iteration 6Q: 3 clusters Score -152980 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -153236.406250 Penalty: 3553.317627
	Iteration 7F: 3 clusters Score -153236.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -153456.640625 Penalty: 3553.317627
	Iteration 8F: 3 clusters Score -153456.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -153592.406250 Penalty: 3553.317627
	Iteration 9F: 3 clusters Score -153592.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -153675.140625 Penalty: 3553.317627
	Iteration 10Q: 3 clusters Score -153675.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -153706.906250 Penalty: 3553.317627
	Iteration 11Q: 3 clusters Score -153706.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -153723.156250 Penalty: 3553.317627
	Iteration 12Q: 3 clusters Score -153723.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -153739.765625 Penalty: 3553.317627
	Iteration 13Q: 3 clusters Score -153739.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -153744.312500 Penalty: 3553.317627
	Iteration 14Q: 3 clusters Score -153744.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -153748.406250 Penalty: 3553.317627
	Iteration 15Q: 3 clusters Score -153748.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -153752.515625 Penalty: 3553.317627
	Iteration 16Q: 3 clusters Score -153752.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -153754.203125 Penalty: 3553.317627
	Iteration 17Q: 3 clusters Score -153754.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -153754.203125 Penalty: 3553.317627
	Iteration 18F: 3 clusters Score -153754.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Entering Unmasked Estep 
Score: -3938123.000000 Penalty: 2579.044189
	Iteration 0F: 2 clusters Score -3938123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -3915726.250000 Penalty: 5158.088379
	Iteration 0F: 3 clusters Score -3915726 nChanged 14900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -3924003.750000 Penalty: 5158.088379
	Iteration 1F: 3 clusters Score -3924004 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3924794.500000 Penalty: 5158.088379
	Iteration 2F: 3 clusters Score -3924794 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -3925720.500000 Penalty: 5158.088379
	Iteration 3F: 3 clusters Score -3925720 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -3926723.750000 Penalty: 5158.088379
	Iteration 4F: 3 clusters Score -3926724 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -3927810.000000 Penalty: 5158.088379
	Iteration 5F: 3 clusters Score -3927810 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -3929129.750000 Penalty: 5158.088379
	Iteration 6F: 3 clusters Score -3929130 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3930595.750000 Penalty: 5158.088379
	Iteration 7F: 3 clusters Score -3930596 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -3932293.750000 Penalty: 5158.088379
	Iteration 8F: 3 clusters Score -3932294 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -3933916.750000 Penalty: 5158.088379
	Iteration 9Q: 3 clusters Score -3933917 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -3934935.250000 Penalty: 5158.088379
	Iteration 10Q: 3 clusters Score -3934935 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -3935404.500000 Penalty: 5158.088379
	Iteration 11Q: 3 clusters Score -3935404 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -3935683.000000 Penalty: 5158.088379
	Iteration 12Q: 3 clusters Score -3935683 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -3935881.000000 Penalty: 5158.088379
	Iteration 13Q: 3 clusters Score -3935881 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -3936052.500000 Penalty: 5158.088379
	Iteration 14Q: 3 clusters Score -3936052 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -3936197.250000 Penalty: 5158.088379
	Iteration 15Q: 3 clusters Score -3936197 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -3936335.500000 Penalty: 5158.088379
	Iteration 16Q: 3 clusters Score -3936336 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -3936442.750000 Penalty: 5158.088379
	Iteration 17Q: 3 clusters Score -3936443 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -3936535.250000 Penalty: 5158.088379
	Iteration 18Q: 3 clusters Score -3936535 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3936614.000000 Penalty: 5158.088379
	Iteration 19Q: 3 clusters Score -3936614 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -3936685.000000 Penalty: 5158.088379
	Iteration 20F: 3 clusters Score -3936685 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -3936742.500000 Penalty: 5158.088379
	Iteration 21Q: 3 clusters Score -3936742 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -3936807.500000 Penalty: 5158.088379
	Iteration 22Q: 3 clusters Score -3936808 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -3936847.250000 Penalty: 5158.088379
	Iteration 23Q: 3 clusters Score -3936847 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -3936866.750000 Penalty: 5158.088379
	Iteration 24Q: 3 clusters Score -3936867 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -3936881.500000 Penalty: 5158.088379
	Iteration 25Q: 3 clusters Score -3936882 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -3936904.750000 Penalty: 5158.088379
	Iteration 26Q: 3 clusters Score -3936905 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -3936923.000000 Penalty: 5158.088379
	Iteration 27Q: 3 clusters Score -3936923 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -3936935.750000 Penalty: 5158.088379
	Iteration 28Q: 3 clusters Score -3936936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -3936939.250000 Penalty: 5158.088379
	Iteration 29Q: 3 clusters Score -3936939 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -3936944.000000 Penalty: 5158.088379
	Iteration 30Q: 3 clusters Score -3936944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -3936958.500000 Penalty: 5158.088379
	Iteration 31Q: 3 clusters Score -3936958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -3936965.500000 Penalty: 5158.088379
	Iteration 32Q: 3 clusters Score -3936966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -3936960.000000 Penalty: 5158.088379
	Iteration 33Q: 3 clusters Score -3936960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -3936972.250000 Penalty: 5158.088379
	Iteration 34Q: 3 clusters Score -3936972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -3936968.250000 Penalty: 5158.088379
	Iteration 35Q: 3 clusters Score -3936968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -3936971.500000 Penalty: 5158.088379
	Iteration 36Q: 3 clusters Score -3936972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -3936969.000000 Penalty: 5158.088379
	Iteration 37Q: 3 clusters Score -3936969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -3936969.750000 Penalty: 5158.088379
	Iteration 38Q: 3 clusters Score -3936970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -3936977.500000 Penalty: 5158.088379
	Iteration 39Q: 3 clusters Score -3936978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -3936978.000000 Penalty: 5158.088379
	Iteration 40F: 3 clusters Score -3936978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -3936984.250000 Penalty: 5158.088379
	Iteration 41Q: 3 clusters Score -3936984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -3936980.750000 Penalty: 5158.088379
	Iteration 42Q: 3 clusters Score -3936981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -3936978.000000 Penalty: 5158.088379
	Iteration 43Q: 3 clusters Score -3936978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -3936982.750000 Penalty: 5158.088379
	Iteration 44Q: 3 clusters Score -3936983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -3936982.500000 Penalty: 5158.088379
	Iteration 45Q: 3 clusters Score -3936982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -3936984.500000 Penalty: 5158.088379
	Iteration 46Q: 3 clusters Score -3936984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -3936981.250000 Penalty: 5158.088379
	Iteration 47Q: 3 clusters Score -3936981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -3936983.250000 Penalty: 5158.088379
	Iteration 48Q: 3 clusters Score -3936983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -3936983.250000 Penalty: 5158.088379
	Iteration 49Q: 3 clusters Score -3936983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -3936985.750000 Penalty: 5158.088379
	Iteration 50Q: 3 clusters Score -3936986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -3936989.750000 Penalty: 5158.088379
	Iteration 51Q: 3 clusters Score -3936990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -3936988.250000 Penalty: 5158.088379
	Iteration 52Q: 3 clusters Score -3936988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -3936991.250000 Penalty: 5158.088379
	Iteration 53Q: 3 clusters Score -3936991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -3936996.750000 Penalty: 5158.088379
	Iteration 54Q: 3 clusters Score -3936997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -3936996.500000 Penalty: 5158.088379
	Iteration 55Q: 3 clusters Score -3936996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -3936996.500000 Penalty: 5158.088379
	Iteration 56Q: 3 clusters Score -3936996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -3936999.250000 Penalty: 5158.088379
	Iteration 57Q: 3 clusters Score -3936999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -3936996.250000 Penalty: 5158.088379
	Iteration 58Q: 3 clusters Score -3936996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -3936997.250000 Penalty: 5158.088379
	Iteration 59Q: 3 clusters Score -3936997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -3937002.750000 Penalty: 5158.088379
	Iteration 60F: 3 clusters Score -3937003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -3937002.000000 Penalty: 5158.088379
	Iteration 61Q: 3 clusters Score -3937002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -3937003.250000 Penalty: 5158.088379
	Iteration 62Q: 3 clusters Score -3937003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -3936996.750000 Penalty: 5158.088379
	Iteration 63Q: 3 clusters Score -3936997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -3937001.250000 Penalty: 5158.088379
	Iteration 64Q: 3 clusters Score -3937001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -3936998.750000 Penalty: 5158.088379
	Iteration 65Q: 3 clusters Score -3936999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -3937003.000000 Penalty: 5158.088379
	Iteration 66Q: 3 clusters Score -3937003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -3937011.000000 Penalty: 5158.088379
	Iteration 67Q: 3 clusters Score -3937011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -3937010.000000 Penalty: 5158.088379
	Iteration 68Q: 3 clusters Score -3937010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -3937013.000000 Penalty: 5158.088379
	Iteration 69Q: 3 clusters Score -3937013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -3937011.750000 Penalty: 5158.088379
	Iteration 70Q: 3 clusters Score -3937012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -3937020.000000 Penalty: 5158.088379
	Iteration 71Q: 3 clusters Score -3937020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -3937018.000000 Penalty: 5158.088379
	Iteration 72Q: 3 clusters Score -3937018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -3937024.000000 Penalty: 5158.088379
	Iteration 73Q: 3 clusters Score -3937024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -3937022.000000 Penalty: 5158.088379
	Iteration 74Q: 3 clusters Score -3937022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -3937022.750000 Penalty: 5158.088379
	Iteration 75Q: 3 clusters Score -3937023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -3937025.250000 Penalty: 5158.088379
	Iteration 76Q: 3 clusters Score -3937025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -3937020.500000 Penalty: 5158.088379
	Iteration 77Q: 3 clusters Score -3937020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -3937015.000000 Penalty: 5158.088379
	Iteration 78Q: 3 clusters Score -3937015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -3937021.500000 Penalty: 5158.088379
	Iteration 79Q: 3 clusters Score -3937022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -3937019.750000 Penalty: 5158.088379
	Iteration 80F: 3 clusters Score -3937020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -3937020.500000 Penalty: 5158.088379
	Iteration 81Q: 3 clusters Score -3937020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -3937025.000000 Penalty: 5158.088379
	Iteration 82Q: 3 clusters Score -3937025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -3937024.750000 Penalty: 5158.088379
	Iteration 83Q: 3 clusters Score -3937025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -3937023.250000 Penalty: 5158.088379
	Iteration 84Q: 3 clusters Score -3937023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -3937022.500000 Penalty: 5158.088379
	Iteration 85Q: 3 clusters Score -3937022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -3937022.500000 Penalty: 5158.088379
	Iteration 86F: 3 clusters Score -3937022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Entering Unmasked Estep 
Score: -445323.875000 Penalty: 2046.994019
	Iteration 0F: 2 clusters Score -445323.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -441558.531250 Penalty: 4093.988037
	Iteration 0F: 3 clusters Score -441558.5 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -442481.843750 Penalty: 4093.988037
	Iteration 1F: 3 clusters Score -442481.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -442886.468750 Penalty: 4093.988037
	Iteration 2F: 3 clusters Score -442886.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -443298.843750 Penalty: 4093.988037
	Iteration 3F: 3 clusters Score -443298.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -443750.937500 Penalty: 4093.988037
	Iteration 4F: 3 clusters Score -443750.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -444101.687500 Penalty: 4093.988037
	Iteration 5F: 3 clusters Score -444101.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -444340.531250 Penalty: 4093.988037
	Iteration 6F: 3 clusters Score -444340.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -444459.875000 Penalty: 4093.988037
	Iteration 7Q: 3 clusters Score -444459.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -444522.843750 Penalty: 4093.988037
	Iteration 8Q: 3 clusters Score -444522.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -444563.531250 Penalty: 4093.988037
	Iteration 9Q: 3 clusters Score -444563.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -444589.218750 Penalty: 4093.988037
	Iteration 10Q: 3 clusters Score -444589.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -444607.312500 Penalty: 4093.988037
	Iteration 11Q: 3 clusters Score -444607.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -444622.000000 Penalty: 4093.988037
	Iteration 12Q: 3 clusters Score -444622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -444643.937500 Penalty: 4093.988037
	Iteration 13Q: 3 clusters Score -444643.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -444655.843750 Penalty: 4093.988037
	Iteration 14Q: 3 clusters Score -444655.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -444665.906250 Penalty: 4093.988037
	Iteration 15Q: 3 clusters Score -444665.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -444673.187500 Penalty: 4093.988037
	Iteration 16Q: 3 clusters Score -444673.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -444680.375000 Penalty: 4093.988037
	Iteration 17Q: 3 clusters Score -444680.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -444686.625000 Penalty: 4093.988037
	Iteration 18Q: 3 clusters Score -444686.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -444691.093750 Penalty: 4093.988037
	Iteration 19Q: 3 clusters Score -444691.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -444693.093750 Penalty: 4093.988037
	Iteration 20F: 3 clusters Score -444693.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (169160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169160 members 
Entering Unmasked Estep 
Score: -20838994.000000 Penalty: 2985.572754
	Iteration 0F: 2 clusters Score -2.083899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84709 members 
Mstep: Class 2 contains 84451 members 
Entering Unmasked Estep 
Score: -20726248.000000 Penalty: 5971.145508
	Iteration 0F: 3 clusters Score -2.072625e+07 nChanged 81324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85373 members 
Mstep: Class 2 contains 83787 members 
Entering Unmasked Estep 
Score: -20773594.000000 Penalty: 5971.145508
	Iteration 1F: 3 clusters Score -2.077359e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84970 members 
Mstep: Class 2 contains 84190 members 
Entering Unmasked Estep 
Score: -20774958.000000 Penalty: 5971.145508
	Iteration 2Q: 3 clusters Score -2.077496e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84486 members 
Mstep: Class 2 contains 84674 members 
Entering Unmasked Estep 
Score: -20776548.000000 Penalty: 5971.145508
	Iteration 3Q: 3 clusters Score -2.077655e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83924 members 
Mstep: Class 2 contains 85236 members 
Entering Unmasked Estep 
Score: -20778368.000000 Penalty: 5971.145508
	Iteration 4Q: 3 clusters Score -2.077837e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83157 members 
Mstep: Class 2 contains 86003 members 
Entering Unmasked Estep 
Score: -20780394.000000 Penalty: 5971.145508
	Iteration 5Q: 3 clusters Score -2.078039e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 87013 members 
Entering Unmasked Estep 
Score: -20782826.000000 Penalty: 5971.145508
	Iteration 6Q: 3 clusters Score -2.078283e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80998 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -20785704.000000 Penalty: 5971.145508
	Iteration 7Q: 3 clusters Score -2.07857e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79742 members 
Mstep: Class 2 contains 89418 members 
Entering Unmasked Estep 
Score: -20789114.000000 Penalty: 5971.145508
	Iteration 8Q: 3 clusters Score -2.078911e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78260 members 
Mstep: Class 2 contains 90900 members 
Entering Unmasked Estep 
Score: -20793074.000000 Penalty: 5971.145508
	Iteration 9Q: 3 clusters Score -2.079307e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76510 members 
Mstep: Class 2 contains 92650 members 
Entering Unmasked Estep 
Score: -20798114.000000 Penalty: 5971.145508
	Iteration 10F: 3 clusters Score -2.079811e+07 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74442 members 
Mstep: Class 2 contains 94718 members 
Entering Unmasked Estep 
Score: -20804032.000000 Penalty: 5971.145508
	Iteration 11F: 3 clusters Score -2.080403e+07 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72186 members 
Mstep: Class 2 contains 96974 members 
Entering Unmasked Estep 
Score: -20809564.000000 Penalty: 5971.145508
	Iteration 12F: 3 clusters Score -2.080956e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69914 members 
Mstep: Class 2 contains 99246 members 
Entering Unmasked Estep 
Score: -20813596.000000 Penalty: 5971.145508
	Iteration 13Q: 3 clusters Score -2.08136e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 101465 members 
Entering Unmasked Estep 
Score: -20815714.000000 Penalty: 5971.145508
	Iteration 14Q: 3 clusters Score -2.081571e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 103558 members 
Entering Unmasked Estep 
Score: -20816892.000000 Penalty: 5971.145508
	Iteration 15Q: 3 clusters Score -2.081689e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 105701 members 
Entering Unmasked Estep 
Score: -20817596.000000 Penalty: 5971.145508
	Iteration 16Q: 3 clusters Score -2.08176e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61196 members 
Mstep: Class 2 contains 107964 members 
Entering Unmasked Estep 
Score: -20818304.000000 Penalty: 5971.145508
	Iteration 17Q: 3 clusters Score -2.08183e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58820 members 
Mstep: Class 2 contains 110340 members 
Entering Unmasked Estep 
Score: -20818890.000000 Penalty: 5971.145508
	Iteration 18Q: 3 clusters Score -2.081889e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 112929 members 
Entering Unmasked Estep 
Score: -20819718.000000 Penalty: 5971.145508
	Iteration 19Q: 3 clusters Score -2.081972e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53563 members 
Mstep: Class 2 contains 115597 members 
Entering Unmasked Estep 
Score: -20820516.000000 Penalty: 5971.145508
	Iteration 20F: 3 clusters Score -2.082052e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 118445 members 
Entering Unmasked Estep 
Score: -20821432.000000 Penalty: 5971.145508
	Iteration 21Q: 3 clusters Score -2.082143e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 121356 members 
Entering Unmasked Estep 
Score: -20822400.000000 Penalty: 5971.145508
	Iteration 22Q: 3 clusters Score -2.08224e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 124451 members 
Entering Unmasked Estep 
Score: -20823568.000000 Penalty: 5971.145508
	Iteration 23Q: 3 clusters Score -2.082357e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 127611 members 
Entering Unmasked Estep 
Score: -20824730.000000 Penalty: 5971.145508
	Iteration 24Q: 3 clusters Score -2.082473e+07 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 130671 members 
Entering Unmasked Estep 
Score: -20825878.000000 Penalty: 5971.145508
	Iteration 25Q: 3 clusters Score -2.082588e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 133640 members 
Entering Unmasked Estep 
Score: -20826954.000000 Penalty: 5971.145508
	Iteration 26Q: 3 clusters Score -2.082695e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 136557 members 
Entering Unmasked Estep 
Score: -20828098.000000 Penalty: 5971.145508
	Iteration 27Q: 3 clusters Score -2.08281e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 139377 members 
Entering Unmasked Estep 
Score: -20829004.000000 Penalty: 5971.145508
	Iteration 28Q: 3 clusters Score -2.0829e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 142040 members 
Entering Unmasked Estep 
Score: -20829978.000000 Penalty: 5971.145508
	Iteration 29Q: 3 clusters Score -2.082998e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 144551 members 
Entering Unmasked Estep 
Score: -20830854.000000 Penalty: 5971.145508
	Iteration 30Q: 3 clusters Score -2.083085e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 146872 members 
Entering Unmasked Estep 
Score: -20831714.000000 Penalty: 5971.145508
	Iteration 31Q: 3 clusters Score -2.083171e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 148989 members 
Entering Unmasked Estep 
Score: -20832362.000000 Penalty: 5971.145508
	Iteration 32Q: 3 clusters Score -2.083236e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 150898 members 
Entering Unmasked Estep 
Score: -20832984.000000 Penalty: 5971.145508
	Iteration 33Q: 3 clusters Score -2.083298e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 152709 members 
Entering Unmasked Estep 
Score: -20833522.000000 Penalty: 5971.145508
	Iteration 34Q: 3 clusters Score -2.083352e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 154335 members 
Entering Unmasked Estep 
Score: -20834146.000000 Penalty: 5971.145508
	Iteration 35Q: 3 clusters Score -2.083415e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 155838 members 
Entering Unmasked Estep 
Score: -20834726.000000 Penalty: 5971.145508
	Iteration 36Q: 3 clusters Score -2.083473e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 157160 members 
Entering Unmasked Estep 
Score: -20835046.000000 Penalty: 5971.145508
	Iteration 37Q: 3 clusters Score -2.083505e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 158338 members 
Entering Unmasked Estep 
Score: -20835406.000000 Penalty: 5971.145508
	Iteration 38Q: 3 clusters Score -2.083541e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 159337 members 
Entering Unmasked Estep 
Score: -20835788.000000 Penalty: 5971.145508
	Iteration 39Q: 3 clusters Score -2.083579e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 160162 members 
Entering Unmasked Estep 
Score: -20836134.000000 Penalty: 5971.145508
	Iteration 40F: 3 clusters Score -2.083613e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 161010 members 
Entering Unmasked Estep 
Score: -20836470.000000 Penalty: 5971.145508
	Iteration 41Q: 3 clusters Score -2.083647e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 161731 members 
Entering Unmasked Estep 
Score: -20836636.000000 Penalty: 5971.145508
	Iteration 42Q: 3 clusters Score -2.083664e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 162371 members 
Entering Unmasked Estep 
Score: -20836846.000000 Penalty: 5971.145508
	Iteration 43Q: 3 clusters Score -2.083685e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 162942 members 
Entering Unmasked Estep 
Score: -20836980.000000 Penalty: 5971.145508
	Iteration 44Q: 3 clusters Score -2.083698e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 163455 members 
Entering Unmasked Estep 
Score: -20837128.000000 Penalty: 5971.145508
	Iteration 45Q: 3 clusters Score -2.083713e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 163858 members 
Entering Unmasked Estep 
Score: -20837116.000000 Penalty: 5971.145508
	Iteration 46Q: 3 clusters Score -2.083712e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 164199 members 
Entering Unmasked Estep 
Score: -20837156.000000 Penalty: 5971.145508
	Iteration 47Q: 3 clusters Score -2.083716e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 164470 members 
Entering Unmasked Estep 
Score: -20837202.000000 Penalty: 5971.145508
	Iteration 48Q: 3 clusters Score -2.08372e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 164700 members 
Entering Unmasked Estep 
Score: -20837208.000000 Penalty: 5971.145508
	Iteration 49Q: 3 clusters Score -2.083721e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 164911 members 
Entering Unmasked Estep 
Score: -20837246.000000 Penalty: 5971.145508
	Iteration 50Q: 3 clusters Score -2.083725e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 165083 members 
Entering Unmasked Estep 
Score: -20837232.000000 Penalty: 5971.145508
	Iteration 51Q: 3 clusters Score -2.083723e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 165207 members 
Entering Unmasked Estep 
Score: -20837236.000000 Penalty: 5971.145508
	Iteration 52Q: 3 clusters Score -2.083724e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 165313 members 
Entering Unmasked Estep 
Score: -20837240.000000 Penalty: 5971.145508
	Iteration 53Q: 3 clusters Score -2.083724e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 165401 members 
Entering Unmasked Estep 
Score: -20837268.000000 Penalty: 5971.145508
	Iteration 54Q: 3 clusters Score -2.083727e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 165493 members 
Entering Unmasked Estep 
Score: -20837270.000000 Penalty: 5971.145508
	Iteration 55Q: 3 clusters Score -2.083727e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 165575 members 
Entering Unmasked Estep 
Score: -20837284.000000 Penalty: 5971.145508
	Iteration 56Q: 3 clusters Score -2.083728e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 165655 members 
Entering Unmasked Estep 
Score: -20837310.000000 Penalty: 5971.145508
	Iteration 57Q: 3 clusters Score -2.083731e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 165722 members 
Entering Unmasked Estep 
Score: -20837328.000000 Penalty: 5971.145508
	Iteration 58Q: 3 clusters Score -2.083733e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 165772 members 
Entering Unmasked Estep 
Score: -20837346.000000 Penalty: 5971.145508
	Iteration 59Q: 3 clusters Score -2.083735e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 165820 members 
Entering Unmasked Estep 
Score: -20837346.000000 Penalty: 5971.145508
	Iteration 60F: 3 clusters Score -2.083735e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 165867 members 
Entering Unmasked Estep 
Score: -20837346.000000 Penalty: 5971.145508
	Iteration 61Q: 3 clusters Score -2.083735e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 165907 members 
Entering Unmasked Estep 
Score: -20837388.000000 Penalty: 5971.145508
	Iteration 62Q: 3 clusters Score -2.083739e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 165952 members 
Entering Unmasked Estep 
Score: -20837382.000000 Penalty: 5971.145508
	Iteration 63Q: 3 clusters Score -2.083738e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 166007 members 
Entering Unmasked Estep 
Score: -20837396.000000 Penalty: 5971.145508
	Iteration 64Q: 3 clusters Score -2.08374e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 166050 members 
Entering Unmasked Estep 
Score: -20837410.000000 Penalty: 5971.145508
	Iteration 65Q: 3 clusters Score -2.083741e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 166090 members 
Entering Unmasked Estep 
Score: -20837394.000000 Penalty: 5971.145508
	Iteration 66Q: 3 clusters Score -2.083739e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 166119 members 
Entering Unmasked Estep 
Score: -20837396.000000 Penalty: 5971.145508
	Iteration 67Q: 3 clusters Score -2.08374e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 166143 members 
Entering Unmasked Estep 
Score: -20837404.000000 Penalty: 5971.145508
	Iteration 68Q: 3 clusters Score -2.08374e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 166165 members 
Entering Unmasked Estep 
Score: -20837416.000000 Penalty: 5971.145508
	Iteration 69Q: 3 clusters Score -2.083742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 166178 members 
Entering Unmasked Estep 
Score: -20837400.000000 Penalty: 5971.145508
	Iteration 70Q: 3 clusters Score -2.08374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 166187 members 
Entering Unmasked Estep 
Score: -20837398.000000 Penalty: 5971.145508
	Iteration 71Q: 3 clusters Score -2.08374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 166197 members 
Entering Unmasked Estep 
Score: -20837424.000000 Penalty: 5971.145508
	Iteration 72Q: 3 clusters Score -2.083742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 166201 members 
Entering Unmasked Estep 
Score: -20837424.000000 Penalty: 5971.145508
	Iteration 73Q: 3 clusters Score -2.083742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 166206 members 
Entering Unmasked Estep 
Score: -20837414.000000 Penalty: 5971.145508
	Iteration 74Q: 3 clusters Score -2.083741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 166210 members 
Entering Unmasked Estep 
Score: -20837414.000000 Penalty: 5971.145508
	Iteration 75Q: 3 clusters Score -2.083741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 166220 members 
Entering Unmasked Estep 
Score: -20837414.000000 Penalty: 5971.145508
	Iteration 76Q: 3 clusters Score -2.083741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 166230 members 
Entering Unmasked Estep 
Score: -20837406.000000 Penalty: 5971.145508
	Iteration 77Q: 3 clusters Score -2.083741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 166236 members 
Entering Unmasked Estep 
Score: -20837426.000000 Penalty: 5971.145508
	Iteration 78Q: 3 clusters Score -2.083743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 166240 members 
Entering Unmasked Estep 
Score: -20837406.000000 Penalty: 5971.145508
	Iteration 79Q: 3 clusters Score -2.083741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 166243 members 
Entering Unmasked Estep 
Score: -20837416.000000 Penalty: 5971.145508
	Iteration 80F: 3 clusters Score -2.083742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 166243 members 
Entering Unmasked Estep 
Score: -20837414.000000 Penalty: 5971.145508
	Iteration 81Q: 3 clusters Score -2.083741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 166244 members 
Entering Unmasked Estep 
Score: -20837412.000000 Penalty: 5971.145508
	Iteration 82Q: 3 clusters Score -2.083741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 166244 members 
Entering Unmasked Estep 
Score: -20837412.000000 Penalty: 5971.145508
	Iteration 83F: 3 clusters Score -2.083741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Entering Unmasked Estep 
Score: -978499.812500 Penalty: 2238.402344
	Iteration 0F: 2 clusters Score -978499.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -971947.187500 Penalty: 4476.804688
	Iteration 0F: 3 clusters Score -971947.2 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -973768.062500 Penalty: 4476.804688
	Iteration 1F: 3 clusters Score -973768.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -974156.875000 Penalty: 4476.804688
	Iteration 2F: 3 clusters Score -974156.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -974523.812500 Penalty: 4476.804688
	Iteration 3F: 3 clusters Score -974523.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -974968.500000 Penalty: 4476.804688
	Iteration 4F: 3 clusters Score -974968.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -975514.562500 Penalty: 4476.804688
	Iteration 5F: 3 clusters Score -975514.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -976199.937500 Penalty: 4476.804688
	Iteration 6F: 3 clusters Score -976199.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -976968.187500 Penalty: 4476.804688
	Iteration 7F: 3 clusters Score -976968.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -977621.625000 Penalty: 4476.804688
	Iteration 8F: 3 clusters Score -977621.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -978068.125000 Penalty: 4476.804688
	Iteration 9Q: 3 clusters Score -978068.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -978249.625000 Penalty: 4476.804688
	Iteration 10Q: 3 clusters Score -978249.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -978304.062500 Penalty: 4476.804688
	Iteration 11Q: 3 clusters Score -978304.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -978320.937500 Penalty: 4476.804688
	Iteration 12Q: 3 clusters Score -978320.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -978327.062500 Penalty: 4476.804688
	Iteration 13Q: 3 clusters Score -978327.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -978331.937500 Penalty: 4476.804688
	Iteration 14Q: 3 clusters Score -978331.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -978333.437500 Penalty: 4476.804688
	Iteration 15Q: 3 clusters Score -978333.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -978334.062500 Penalty: 4476.804688
	Iteration 16Q: 3 clusters Score -978334.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -978334.562500 Penalty: 4476.804688
	Iteration 17Q: 3 clusters Score -978334.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -978334.437500 Penalty: 4476.804688
	Iteration 18Q: 3 clusters Score -978334.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -978335.562500 Penalty: 4476.804688
	Iteration 19Q: 3 clusters Score -978335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -978333.687500 Penalty: 4476.804688
	Iteration 20F: 3 clusters Score -978333.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -978334.812500 Penalty: 4476.804688
	Iteration 21Q: 3 clusters Score -978334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -978334.750000 Penalty: 4476.804688
	Iteration 22Q: 3 clusters Score -978334.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -978334.750000 Penalty: 4476.804688
	Iteration 23F: 3 clusters Score -978334.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Entering Unmasked Estep 
Score: -5834327.000000 Penalty: 2677.015869
	Iteration 0F: 2 clusters Score -5834327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -5801681.000000 Penalty: 5354.031738
	Iteration 0F: 3 clusters Score -5801681 nChanged 22446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -5814121.000000 Penalty: 5354.031738
	Iteration 1F: 3 clusters Score -5814121 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -5814985.500000 Penalty: 5354.031738
	Iteration 2Q: 3 clusters Score -5814986 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -5816336.000000 Penalty: 5354.031738
	Iteration 3Q: 3 clusters Score -5816336 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -5818087.500000 Penalty: 5354.031738
	Iteration 4F: 3 clusters Score -5818088 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -5820181.500000 Penalty: 5354.031738
	Iteration 5F: 3 clusters Score -5820182 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -5822198.000000 Penalty: 5354.031738
	Iteration 6F: 3 clusters Score -5822198 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -5823995.500000 Penalty: 5354.031738
	Iteration 7F: 3 clusters Score -5823996 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -5825396.500000 Penalty: 5354.031738
	Iteration 8F: 3 clusters Score -5825396 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -5826401.000000 Penalty: 5354.031738
	Iteration 9Q: 3 clusters Score -5826401 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -5827038.500000 Penalty: 5354.031738
	Iteration 10Q: 3 clusters Score -5827038 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -5827389.000000 Penalty: 5354.031738
	Iteration 11Q: 3 clusters Score -5827389 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -5827561.500000 Penalty: 5354.031738
	Iteration 12Q: 3 clusters Score -5827562 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -5827653.000000 Penalty: 5354.031738
	Iteration 13Q: 3 clusters Score -5827653 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -5827710.500000 Penalty: 5354.031738
	Iteration 14Q: 3 clusters Score -5827710 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -5827741.500000 Penalty: 5354.031738
	Iteration 15Q: 3 clusters Score -5827742 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -5827765.500000 Penalty: 5354.031738
	Iteration 16Q: 3 clusters Score -5827766 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -5827788.500000 Penalty: 5354.031738
	Iteration 17Q: 3 clusters Score -5827788 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -5827804.000000 Penalty: 5354.031738
	Iteration 18Q: 3 clusters Score -5827804 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -5827806.000000 Penalty: 5354.031738
	Iteration 19Q: 3 clusters Score -5827806 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -5827818.500000 Penalty: 5354.031738
	Iteration 20F: 3 clusters Score -5827818 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -5827820.500000 Penalty: 5354.031738
	Iteration 21Q: 3 clusters Score -5827820 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -5827822.500000 Penalty: 5354.031738
	Iteration 22Q: 3 clusters Score -5827822 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -5827834.000000 Penalty: 5354.031738
	Iteration 23Q: 3 clusters Score -5827834 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -5827845.000000 Penalty: 5354.031738
	Iteration 24Q: 3 clusters Score -5827845 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -5827852.000000 Penalty: 5354.031738
	Iteration 25Q: 3 clusters Score -5827852 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -5827851.500000 Penalty: 5354.031738
	Iteration 26Q: 3 clusters Score -5827852 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -5827858.500000 Penalty: 5354.031738
	Iteration 27Q: 3 clusters Score -5827858 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -5827851.000000 Penalty: 5354.031738
	Iteration 28Q: 3 clusters Score -5827851 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -5827855.000000 Penalty: 5354.031738
	Iteration 29Q: 3 clusters Score -5827855 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -5827856.500000 Penalty: 5354.031738
	Iteration 30Q: 3 clusters Score -5827856 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -5827857.500000 Penalty: 5354.031738
	Iteration 31Q: 3 clusters Score -5827858 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -5827856.000000 Penalty: 5354.031738
	Iteration 32Q: 3 clusters Score -5827856 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -5827869.000000 Penalty: 5354.031738
	Iteration 33Q: 3 clusters Score -5827869 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -5827873.500000 Penalty: 5354.031738
	Iteration 34Q: 3 clusters Score -5827874 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -5827872.000000 Penalty: 5354.031738
	Iteration 35Q: 3 clusters Score -5827872 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -5827885.000000 Penalty: 5354.031738
	Iteration 36Q: 3 clusters Score -5827885 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -5827909.500000 Penalty: 5354.031738
	Iteration 37Q: 3 clusters Score -5827910 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -5827905.000000 Penalty: 5354.031738
	Iteration 38Q: 3 clusters Score -5827905 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -5827918.000000 Penalty: 5354.031738
	Iteration 39Q: 3 clusters Score -5827918 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -5827929.000000 Penalty: 5354.031738
	Iteration 40F: 3 clusters Score -5827929 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -5827959.000000 Penalty: 5354.031738
	Iteration 41Q: 3 clusters Score -5827959 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -5827967.500000 Penalty: 5354.031738
	Iteration 42Q: 3 clusters Score -5827968 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -5827973.000000 Penalty: 5354.031738
	Iteration 43Q: 3 clusters Score -5827973 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -5827963.000000 Penalty: 5354.031738
	Iteration 44Q: 3 clusters Score -5827963 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -5827967.000000 Penalty: 5354.031738
	Iteration 45Q: 3 clusters Score -5827967 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -5827987.500000 Penalty: 5354.031738
	Iteration 46Q: 3 clusters Score -5827988 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -5828009.000000 Penalty: 5354.031738
	Iteration 47Q: 3 clusters Score -5828009 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -5828026.000000 Penalty: 5354.031738
	Iteration 48Q: 3 clusters Score -5828026 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -5828027.500000 Penalty: 5354.031738
	Iteration 49Q: 3 clusters Score -5828028 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -5828054.000000 Penalty: 5354.031738
	Iteration 50Q: 3 clusters Score -5828054 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -5828056.500000 Penalty: 5354.031738
	Iteration 51Q: 3 clusters Score -5828056 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -5828085.000000 Penalty: 5354.031738
	Iteration 52Q: 3 clusters Score -5828085 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -5828087.500000 Penalty: 5354.031738
	Iteration 53Q: 3 clusters Score -5828088 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -5828113.000000 Penalty: 5354.031738
	Iteration 54Q: 3 clusters Score -5828113 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -5828154.500000 Penalty: 5354.031738
	Iteration 55Q: 3 clusters Score -5828154 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -5828196.000000 Penalty: 5354.031738
	Iteration 56Q: 3 clusters Score -5828196 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -5828240.500000 Penalty: 5354.031738
	Iteration 57Q: 3 clusters Score -5828240 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -5828281.000000 Penalty: 5354.031738
	Iteration 58Q: 3 clusters Score -5828281 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -5828323.500000 Penalty: 5354.031738
	Iteration 59Q: 3 clusters Score -5828324 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -5828360.500000 Penalty: 5354.031738
	Iteration 60F: 3 clusters Score -5828360 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -5828403.500000 Penalty: 5354.031738
	Iteration 61Q: 3 clusters Score -5828404 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -5828476.500000 Penalty: 5354.031738
	Iteration 62Q: 3 clusters Score -5828476 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -5828526.000000 Penalty: 5354.031738
	Iteration 63Q: 3 clusters Score -5828526 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -5828549.500000 Penalty: 5354.031738
	Iteration 64Q: 3 clusters Score -5828550 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -5828587.000000 Penalty: 5354.031738
	Iteration 65Q: 3 clusters Score -5828587 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -5828628.000000 Penalty: 5354.031738
	Iteration 66Q: 3 clusters Score -5828628 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -5828674.000000 Penalty: 5354.031738
	Iteration 67Q: 3 clusters Score -5828674 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -5828726.000000 Penalty: 5354.031738
	Iteration 68Q: 3 clusters Score -5828726 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -5828754.000000 Penalty: 5354.031738
	Iteration 69Q: 3 clusters Score -5828754 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -5828813.000000 Penalty: 5354.031738
	Iteration 70Q: 3 clusters Score -5828813 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -5828834.500000 Penalty: 5354.031738
	Iteration 71Q: 3 clusters Score -5828834 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -5828900.500000 Penalty: 5354.031738
	Iteration 72Q: 3 clusters Score -5828900 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -5828958.000000 Penalty: 5354.031738
	Iteration 73Q: 3 clusters Score -5828958 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -5829020.000000 Penalty: 5354.031738
	Iteration 74Q: 3 clusters Score -5829020 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -5829079.500000 Penalty: 5354.031738
	Iteration 75Q: 3 clusters Score -5829080 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -5829126.500000 Penalty: 5354.031738
	Iteration 76Q: 3 clusters Score -5829126 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -5829179.500000 Penalty: 5354.031738
	Iteration 77Q: 3 clusters Score -5829180 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -5829200.000000 Penalty: 5354.031738
	Iteration 78Q: 3 clusters Score -5829200 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -5829229.000000 Penalty: 5354.031738
	Iteration 79Q: 3 clusters Score -5829229 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -5829277.000000 Penalty: 5354.031738
	Iteration 80F: 3 clusters Score -5829277 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -5829334.000000 Penalty: 5354.031738
	Iteration 81Q: 3 clusters Score -5829334 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -5829392.000000 Penalty: 5354.031738
	Iteration 82Q: 3 clusters Score -5829392 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -5829476.500000 Penalty: 5354.031738
	Iteration 83Q: 3 clusters Score -5829476 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -5829533.000000 Penalty: 5354.031738
	Iteration 84Q: 3 clusters Score -5829533 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -5829635.000000 Penalty: 5354.031738
	Iteration 85Q: 3 clusters Score -5829635 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -5829726.000000 Penalty: 5354.031738
	Iteration 86Q: 3 clusters Score -5829726 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -5829849.500000 Penalty: 5354.031738
	Iteration 87Q: 3 clusters Score -5829850 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -5830030.500000 Penalty: 5354.031738
	Iteration 88Q: 3 clusters Score -5830030 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -5830286.500000 Penalty: 5354.031738
	Iteration 89Q: 3 clusters Score -5830286 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -5830929.500000 Penalty: 5354.031738
	Iteration 90Q: 3 clusters Score -5830930 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -5832539.500000 Penalty: 5354.031738
	Iteration 91Q: 3 clusters Score -5832540 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -5832953.500000 Penalty: 5354.031738
	Iteration 92Q: 3 clusters Score -5832954 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -5833028.000000 Penalty: 5354.031738
	Iteration 93Q: 3 clusters Score -5833028 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -5833066.000000 Penalty: 5354.031738
	Iteration 94Q: 3 clusters Score -5833066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -5833094.000000 Penalty: 5354.031738
	Iteration 95Q: 3 clusters Score -5833094 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -5833104.500000 Penalty: 5354.031738
	Iteration 96Q: 3 clusters Score -5833104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -5833098.500000 Penalty: 5354.031738
	Iteration 97Q: 3 clusters Score -5833098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -5833100.000000 Penalty: 5354.031738
	Iteration 98Q: 3 clusters Score -5833100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -5833100.500000 Penalty: 5354.031738
	Iteration 99Q: 3 clusters Score -5833100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -5833110.500000 Penalty: 5354.031738
	Iteration 100F: 3 clusters Score -5833110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -5833111.000000 Penalty: 5354.031738
	Iteration 101Q: 3 clusters Score -5833111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -5833125.500000 Penalty: 5354.031738
	Iteration 102Q: 3 clusters Score -5833126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -5833118.500000 Penalty: 5354.031738
	Iteration 103Q: 3 clusters Score -5833118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -5833117.000000 Penalty: 5354.031738
	Iteration 104Q: 3 clusters Score -5833117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -5833128.500000 Penalty: 5354.031738
	Iteration 105Q: 3 clusters Score -5833128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -5833127.000000 Penalty: 5354.031738
	Iteration 106Q: 3 clusters Score -5833127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -5833130.000000 Penalty: 5354.031738
	Iteration 107Q: 3 clusters Score -5833130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -5833118.500000 Penalty: 5354.031738
	Iteration 108Q: 3 clusters Score -5833118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -5833121.500000 Penalty: 5354.031738
	Iteration 109Q: 3 clusters Score -5833122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -5833123.000000 Penalty: 5354.031738
	Iteration 110Q: 3 clusters Score -5833123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -5833124.000000 Penalty: 5354.031738
	Iteration 111Q: 3 clusters Score -5833124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -5833121.500000 Penalty: 5354.031738
	Iteration 112Q: 3 clusters Score -5833122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -5833121.500000 Penalty: 5354.031738
	Iteration 113F: 3 clusters Score -5833122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Entering Unmasked Estep 
Score: -7890914.500000 Penalty: 2746.217773
	Iteration 0F: 2 clusters Score -7890914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -7847954.000000 Penalty: 5492.435547
	Iteration 0F: 3 clusters Score -7847954 nChanged 29917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -7865157.000000 Penalty: 5492.435547
	Iteration 1F: 3 clusters Score -7865157 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -7866350.500000 Penalty: 5492.435547
	Iteration 2Q: 3 clusters Score -7866350 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -7867853.500000 Penalty: 5492.435547
	Iteration 3Q: 3 clusters Score -7867854 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -7869923.000000 Penalty: 5492.435547
	Iteration 4F: 3 clusters Score -7869923 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -7872489.000000 Penalty: 5492.435547
	Iteration 5F: 3 clusters Score -7872489 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -7875558.500000 Penalty: 5492.435547
	Iteration 6F: 3 clusters Score -7875558 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -7878677.000000 Penalty: 5492.435547
	Iteration 7F: 3 clusters Score -7878677 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -7881536.500000 Penalty: 5492.435547
	Iteration 8F: 3 clusters Score -7881536 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -7883599.000000 Penalty: 5492.435547
	Iteration 9F: 3 clusters Score -7883599 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -7884869.500000 Penalty: 5492.435547
	Iteration 10Q: 3 clusters Score -7884870 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -7885581.000000 Penalty: 5492.435547
	Iteration 11Q: 3 clusters Score -7885581 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -7886015.500000 Penalty: 5492.435547
	Iteration 12Q: 3 clusters Score -7886016 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -7886246.000000 Penalty: 5492.435547
	Iteration 13Q: 3 clusters Score -7886246 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -7886443.000000 Penalty: 5492.435547
	Iteration 14Q: 3 clusters Score -7886443 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -7886568.500000 Penalty: 5492.435547
	Iteration 15Q: 3 clusters Score -7886568 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -7886694.000000 Penalty: 5492.435547
	Iteration 16Q: 3 clusters Score -7886694 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -7886725.000000 Penalty: 5492.435547
	Iteration 17Q: 3 clusters Score -7886725 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -7886761.500000 Penalty: 5492.435547
	Iteration 18Q: 3 clusters Score -7886762 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -7886778.500000 Penalty: 5492.435547
	Iteration 19Q: 3 clusters Score -7886778 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -7886809.000000 Penalty: 5492.435547
	Iteration 20F: 3 clusters Score -7886809 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7886910 nChanged 275
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Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7886916 nChanged 234
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Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7887105 nChanged 70
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Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34270 members 
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Mstep: Class 1 contains 34243 members 
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	Iteration 70Q: 3 clusters Score -7887158 nChanged 14
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	Iteration 71Q: 3 clusters Score -7887152 nChanged 10
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	Iteration 80F: 3 clusters Score -7887142 nChanged 11
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	Iteration 82Q: 3 clusters Score -7887140 nChanged 12
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	Iteration 83Q: 3 clusters Score -7887146 nChanged 9
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	Iteration 84Q: 3 clusters Score -7887135 nChanged 7
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	Iteration 85Q: 3 clusters Score -7887138 nChanged 3
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	Iteration 86Q: 3 clusters Score -7887142 nChanged 6
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	Iteration 87Q: 3 clusters Score -7887150 nChanged 6
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	Iteration 88Q: 3 clusters Score -7887141 nChanged 4
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	Iteration 89Q: 3 clusters Score -7887139 nChanged 3
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	Iteration 90Q: 3 clusters Score -7887143 nChanged 5
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	Iteration 92Q: 3 clusters Score -7887140 nChanged 4
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	Iteration 93Q: 3 clusters Score -7887137 nChanged 3
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	Iteration 94Q: 3 clusters Score -7887137 nChanged 5
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	Iteration 99Q: 3 clusters Score -7887150 nChanged 7
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	Iteration 101Q: 3 clusters Score -7887158 nChanged 8
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	Iteration 104Q: 3 clusters Score -7887162 nChanged 6
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	Iteration 106Q: 3 clusters Score -7887162 nChanged 3
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	Iteration 107Q: 3 clusters Score -7887162 nChanged 2
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	Iteration 109Q: 3 clusters Score -7887162 nChanged 1
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	Iteration 111Q: 3 clusters Score -7887158 nChanged 2
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Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -7887156.500000 Penalty: 5492.435547
	Iteration 114Q: 3 clusters Score -7887156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -7887150.500000 Penalty: 5492.435547
	Iteration 115Q: 3 clusters Score -7887150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -7887158.000000 Penalty: 5492.435547
	Iteration 116Q: 3 clusters Score -7887158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -7887156.000000 Penalty: 5492.435547
	Iteration 117Q: 3 clusters Score -7887156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -7887161.000000 Penalty: 5492.435547
	Iteration 118Q: 3 clusters Score -7887161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -7887158.000000 Penalty: 5492.435547
	Iteration 119Q: 3 clusters Score -7887158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -7887159.000000 Penalty: 5492.435547
	Iteration 120F: 3 clusters Score -7887159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -7887154.500000 Penalty: 5492.435547
	Iteration 121Q: 3 clusters Score -7887154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -7887157.000000 Penalty: 5492.435547
	Iteration 122Q: 3 clusters Score -7887157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -7887156.500000 Penalty: 5492.435547
	Iteration 123Q: 3 clusters Score -7887156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -7887155.000000 Penalty: 5492.435547
	Iteration 124Q: 3 clusters Score -7887155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -7887157.000000 Penalty: 5492.435547
	Iteration 125Q: 3 clusters Score -7887157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -7887161.500000 Penalty: 5492.435547
	Iteration 126Q: 3 clusters Score -7887162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -7887158.500000 Penalty: 5492.435547
	Iteration 127Q: 3 clusters Score -7887158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -7887158.500000 Penalty: 5492.435547
	Iteration 128F: 3 clusters Score -7887158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -31851.763672 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -31851.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30622.343750 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -30622.34 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30797.490234 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -30797.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30889.201172 Penalty: 2927.706055
	Iteration 2F: 3 clusters Score -30889.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30959.552734 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -30959.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31036.316406 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -31036.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31109.662109 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -31109.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -31200.394531 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -31200.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31292.539062 Penalty: 2927.706055
	Iteration 7Q: 3 clusters Score -31292.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31384.720703 Penalty: 2927.706055
	Iteration 8Q: 3 clusters Score -31384.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31469.871094 Penalty: 2927.706055
	Iteration 9Q: 3 clusters Score -31469.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31531.597656 Penalty: 2927.706055
	Iteration 10Q: 3 clusters Score -31531.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31584.466797 Penalty: 2927.706055
	Iteration 11Q: 3 clusters Score -31584.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31591.947266 Penalty: 2927.706055
	Iteration 12Q: 3 clusters Score -31591.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31594.082031 Penalty: 2927.706055
	Iteration 13Q: 3 clusters Score -31594.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31594.082031 Penalty: 2927.706055
	Iteration 14F: 3 clusters Score -31594.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Entering Unmasked Estep 
Score: -542313.812500 Penalty: 2092.875732
	Iteration 0F: 2 clusters Score -542313.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -538082.312500 Penalty: 4185.751465
	Iteration 0F: 3 clusters Score -538082.3 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -539082.437500 Penalty: 4185.751465
	Iteration 1F: 3 clusters Score -539082.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -539297.750000 Penalty: 4185.751465
	Iteration 2F: 3 clusters Score -539297.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -539415.437500 Penalty: 4185.751465
	Iteration 3Q: 3 clusters Score -539415.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -539491.812500 Penalty: 4185.751465
	Iteration 4Q: 3 clusters Score -539491.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -539552.875000 Penalty: 4185.751465
	Iteration 5Q: 3 clusters Score -539552.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -539617.312500 Penalty: 4185.751465
	Iteration 6Q: 3 clusters Score -539617.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -539685.250000 Penalty: 4185.751465
	Iteration 7Q: 3 clusters Score -539685.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -539769.500000 Penalty: 4185.751465
	Iteration 8Q: 3 clusters Score -539769.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -539868.500000 Penalty: 4185.751465
	Iteration 9Q: 3 clusters Score -539868.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -540008.437500 Penalty: 4185.751465
	Iteration 10Q: 3 clusters Score -540008.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -540188.875000 Penalty: 4185.751465
	Iteration 11Q: 3 clusters Score -540188.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -540405.437500 Penalty: 4185.751465
	Iteration 12Q: 3 clusters Score -540405.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -540589.187500 Penalty: 4185.751465
	Iteration 13Q: 3 clusters Score -540589.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -540724.625000 Penalty: 4185.751465
	Iteration 14Q: 3 clusters Score -540724.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -540854.562500 Penalty: 4185.751465
	Iteration 15Q: 3 clusters Score -540854.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -540940.125000 Penalty: 4185.751465
	Iteration 16Q: 3 clusters Score -540940.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -540991.875000 Penalty: 4185.751465
	Iteration 17Q: 3 clusters Score -540991.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -541025.312500 Penalty: 4185.751465
	Iteration 18Q: 3 clusters Score -541025.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -541043.125000 Penalty: 4185.751465
	Iteration 19Q: 3 clusters Score -541043.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -541058.187500 Penalty: 4185.751465
	Iteration 20F: 3 clusters Score -541058.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -541073.875000 Penalty: 4185.751465
	Iteration 21Q: 3 clusters Score -541073.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -541090.125000 Penalty: 4185.751465
	Iteration 22Q: 3 clusters Score -541090.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -541098.687500 Penalty: 4185.751465
	Iteration 23Q: 3 clusters Score -541098.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -541105.625000 Penalty: 4185.751465
	Iteration 24Q: 3 clusters Score -541105.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -541112.125000 Penalty: 4185.751465
	Iteration 25Q: 3 clusters Score -541112.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -541113.750000 Penalty: 4185.751465
	Iteration 26Q: 3 clusters Score -541113.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -541116.750000 Penalty: 4185.751465
	Iteration 27Q: 3 clusters Score -541116.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -541121.250000 Penalty: 4185.751465
	Iteration 28Q: 3 clusters Score -541121.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -541126.625000 Penalty: 4185.751465
	Iteration 29Q: 3 clusters Score -541126.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -541132.187500 Penalty: 4185.751465
	Iteration 30Q: 3 clusters Score -541132.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -541136.562500 Penalty: 4185.751465
	Iteration 31Q: 3 clusters Score -541136.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -541140.000000 Penalty: 4185.751465
	Iteration 32Q: 3 clusters Score -541140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -541141.500000 Penalty: 4185.751465
	Iteration 33Q: 3 clusters Score -541141.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -541144.750000 Penalty: 4185.751465
	Iteration 34Q: 3 clusters Score -541144.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -541146.625000 Penalty: 4185.751465
	Iteration 35Q: 3 clusters Score -541146.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -541149.375000 Penalty: 4185.751465
	Iteration 36Q: 3 clusters Score -541149.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -541150.500000 Penalty: 4185.751465
	Iteration 37Q: 3 clusters Score -541150.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -541151.062500 Penalty: 4185.751465
	Iteration 38Q: 3 clusters Score -541151.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -541152.125000 Penalty: 4185.751465
	Iteration 39Q: 3 clusters Score -541152.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -541152.125000 Penalty: 4185.751465
	Iteration 40F: 3 clusters Score -541152.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -81457.390625 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -81457.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -79795.921875 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -79795.92 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -80209.531250 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -80209.53 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -80473.984375 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -80473.98 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -80710.296875 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -80710.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -80869.148438 Penalty: 3306.179199
	Iteration 4F: 3 clusters Score -80869.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -80969.148438 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -80969.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -81038.359375 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -81038.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -81078.562500 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -81078.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -81094.554688 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -81094.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -81110.414062 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -81110.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -81119.203125 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -81119.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -81122.023438 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -81122.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -81122.023438 Penalty: 3306.179199
	Iteration 12F: 3 clusters Score -81122.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -139476.812500 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -139476.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -137446.593750 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -137446.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -137732.765625 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -137732.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -137853.343750 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -137853.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -137935.500000 Penalty: 3492.540283
	Iteration 3Q: 3 clusters Score -137935.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -137976.765625 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -137976.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -138013.812500 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -138013.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -138035.312500 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -138035.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -138045.156250 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -138045.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -138054.921875 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -138054.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -138063.156250 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -138063.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -138067.718750 Penalty: 3492.540283
	Iteration 10Q: 3 clusters Score -138067.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -138070.406250 Penalty: 3492.540283
	Iteration 11Q: 3 clusters Score -138070.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -138071.343750 Penalty: 3492.540283
	Iteration 12Q: 3 clusters Score -138071.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -138076.437500 Penalty: 3492.540283
	Iteration 13F: 3 clusters Score -138076.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -138089.812500 Penalty: 3492.540283
	Iteration 14Q: 3 clusters Score -138089.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -138090.546875 Penalty: 3492.540283
	Iteration 15Q: 3 clusters Score -138090.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -138094.515625 Penalty: 3492.540283
	Iteration 16Q: 3 clusters Score -138094.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -138101.734375 Penalty: 3492.540283
	Iteration 17Q: 3 clusters Score -138101.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -138111.750000 Penalty: 3492.540283
	Iteration 18Q: 3 clusters Score -138111.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -138117.984375 Penalty: 3492.540283
	Iteration 19Q: 3 clusters Score -138118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -138129.640625 Penalty: 3492.540283
	Iteration 20F: 3 clusters Score -138129.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -138148.390625 Penalty: 3492.540283
	Iteration 21Q: 3 clusters Score -138148.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -138167.218750 Penalty: 3492.540283
	Iteration 22Q: 3 clusters Score -138167.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -138198.203125 Penalty: 3492.540283
	Iteration 23Q: 3 clusters Score -138198.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -138221.781250 Penalty: 3492.540283
	Iteration 24Q: 3 clusters Score -138221.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -138239.828125 Penalty: 3492.540283
	Iteration 25Q: 3 clusters Score -138239.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -138259.453125 Penalty: 3492.540283
	Iteration 26Q: 3 clusters Score -138259.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -138267.484375 Penalty: 3492.540283
	Iteration 27Q: 3 clusters Score -138267.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -138270.859375 Penalty: 3492.540283
	Iteration 28Q: 3 clusters Score -138270.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -138272.093750 Penalty: 3492.540283
	Iteration 29Q: 3 clusters Score -138272.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -138273.859375 Penalty: 3492.540283
	Iteration 30Q: 3 clusters Score -138273.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -138279.921875 Penalty: 3492.540283
	Iteration 31Q: 3 clusters Score -138279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -138285.078125 Penalty: 3492.540283
	Iteration 32Q: 3 clusters Score -138285.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -138286.562500 Penalty: 3492.540283
	Iteration 33Q: 3 clusters Score -138286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -138288.578125 Penalty: 3492.540283
	Iteration 34Q: 3 clusters Score -138288.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -138289.656250 Penalty: 3492.540283
	Iteration 35Q: 3 clusters Score -138289.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -138292.171875 Penalty: 3492.540283
	Iteration 36Q: 3 clusters Score -138292.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -138294.515625 Penalty: 3492.540283
	Iteration 37Q: 3 clusters Score -138294.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -138296.421875 Penalty: 3492.540283
	Iteration 38Q: 3 clusters Score -138296.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -138296.421875 Penalty: 3492.540283
	Iteration 39F: 3 clusters Score -138296.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Entering Unmasked Estep 
Score: -5769160.500000 Penalty: 2665.157959
	Iteration 0F: 2 clusters Score -5769160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -5737841.000000 Penalty: 5330.315918
	Iteration 0F: 3 clusters Score -5737841 nChanged 21318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -5749810.500000 Penalty: 5330.315918
	Iteration 1F: 3 clusters Score -5749810 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -5750624.500000 Penalty: 5330.315918
	Iteration 2Q: 3 clusters Score -5750624 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -5751646.500000 Penalty: 5330.315918
	Iteration 3F: 3 clusters Score -5751646 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -5753052.000000 Penalty: 5330.315918
	Iteration 4F: 3 clusters Score -5753052 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -5755078.000000 Penalty: 5330.315918
	Iteration 5F: 3 clusters Score -5755078 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -5757699.500000 Penalty: 5330.315918
	Iteration 6F: 3 clusters Score -5757700 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -5760593.500000 Penalty: 5330.315918
	Iteration 7F: 3 clusters Score -5760594 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -5763251.500000 Penalty: 5330.315918
	Iteration 8F: 3 clusters Score -5763252 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -5765035.000000 Penalty: 5330.315918
	Iteration 9Q: 3 clusters Score -5765035 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -5766003.500000 Penalty: 5330.315918
	Iteration 10Q: 3 clusters Score -5766004 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -5766419.500000 Penalty: 5330.315918
	Iteration 11Q: 3 clusters Score -5766420 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -5766614.500000 Penalty: 5330.315918
	Iteration 12Q: 3 clusters Score -5766614 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -5766735.500000 Penalty: 5330.315918
	Iteration 13Q: 3 clusters Score -5766736 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -5766803.000000 Penalty: 5330.315918
	Iteration 14Q: 3 clusters Score -5766803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -5766855.500000 Penalty: 5330.315918
	Iteration 15Q: 3 clusters Score -5766856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -5766881.000000 Penalty: 5330.315918
	Iteration 16Q: 3 clusters Score -5766881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -5766895.000000 Penalty: 5330.315918
	Iteration 17Q: 3 clusters Score -5766895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -5766903.000000 Penalty: 5330.315918
	Iteration 18Q: 3 clusters Score -5766903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -5766899.000000 Penalty: 5330.315918
	Iteration 19Q: 3 clusters Score -5766899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -5766915.500000 Penalty: 5330.315918
	Iteration 20F: 3 clusters Score -5766916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -5766926.500000 Penalty: 5330.315918
	Iteration 21Q: 3 clusters Score -5766926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -5766928.000000 Penalty: 5330.315918
	Iteration 22Q: 3 clusters Score -5766928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -5766931.000000 Penalty: 5330.315918
	Iteration 23Q: 3 clusters Score -5766931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -5766935.500000 Penalty: 5330.315918
	Iteration 24Q: 3 clusters Score -5766936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -5766936.000000 Penalty: 5330.315918
	Iteration 25Q: 3 clusters Score -5766936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -5766946.000000 Penalty: 5330.315918
	Iteration 26Q: 3 clusters Score -5766946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -5766950.000000 Penalty: 5330.315918
	Iteration 27Q: 3 clusters Score -5766950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -5766952.000000 Penalty: 5330.315918
	Iteration 28Q: 3 clusters Score -5766952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -5766954.500000 Penalty: 5330.315918
	Iteration 29Q: 3 clusters Score -5766954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -5766955.500000 Penalty: 5330.315918
	Iteration 30Q: 3 clusters Score -5766956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -5766960.000000 Penalty: 5330.315918
	Iteration 31Q: 3 clusters Score -5766960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -5766960.000000 Penalty: 5330.315918
	Iteration 32F: 3 clusters Score -5766960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -34066.539062 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -34066.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32788.050781 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -32788.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32933.257812 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -32933.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32981.320312 Penalty: 2892.613770
	Iteration 2Q: 3 clusters Score -32981.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33011.968750 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -33011.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33022.347656 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -33022.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33028.316406 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -33028.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33033.476562 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -33033.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33039.585938 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -33039.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33044.316406 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -33044.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33044.316406 Penalty: 2892.613770
	Iteration 9F: 3 clusters Score -33044.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Entering Unmasked Estep 
Score: -69470.789062 Penalty: 1600.108154
	Iteration 0F: 2 clusters Score -69470.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67948.062500 Penalty: 3200.216309
	Iteration 0F: 3 clusters Score -67948.06 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68337.851562 Penalty: 3200.216309
	Iteration 1F: 3 clusters Score -68337.85 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68737.406250 Penalty: 3200.216309
	Iteration 2F: 3 clusters Score -68737.41 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -69111.328125 Penalty: 3200.216309
	Iteration 3F: 3 clusters Score -69111.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -69326.515625 Penalty: 3200.216309
	Iteration 4F: 3 clusters Score -69326.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -69510.250000 Penalty: 3200.216309
	Iteration 5Q: 3 clusters Score -69510.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69692.992188 Penalty: 3200.216309
	Iteration 6Q: 3 clusters Score -69692.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -69835.765625 Penalty: 3200.216309
	Iteration 7Q: 3 clusters Score -69835.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -69846.937500 Penalty: 3200.216309
	Iteration 8Q: 3 clusters Score -69846.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -69849.328125 Penalty: 3200.216309
	Iteration 9Q: 3 clusters Score -69849.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69851.898438 Penalty: 3200.216309
	Iteration 10Q: 3 clusters Score -69851.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69851.898438 Penalty: 3200.216309
	Iteration 11F: 3 clusters Score -69851.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 57342 members 
Mstep: Class 3 contains 6886 members 
Mstep: Class 4 contains 24367 members 
Mstep: Class 5 contains 12476 members 
Mstep: Class 6 contains 257250 members 
Mstep: Class 7 contains 3840 members 
Mstep: Class 8 contains 6703 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 170672 members 
Mstep: Class 12 contains 67300 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4369 members 
Mstep: Class 15 contains 197054 members 
Mstep: Class 16 contains 1292 members 
Mstep: Class 17 contains 32839 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 169160 members 
Mstep: Class 20 contains 8315 members 
Mstep: Class 21 contains 48748 members 
Mstep: Class 22 contains 64438 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46472 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 210 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 500 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 424 members 
Entering Unmasked Estep 
Score: -148058688.000000 Penalty: 118343.976562
Splitting cluster 29 changes total score from -148060656.000000 to -148058688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -204056.015625 Penalty: 1837.916138
	Iteration 0F: 2 clusters Score -204056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -201669.562500 Penalty: 3675.832275
	Iteration 0F: 3 clusters Score -201669.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -202044.859375 Penalty: 3675.832275
	Iteration 1F: 3 clusters Score -202044.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -202134.703125 Penalty: 3675.832275
	Iteration 2F: 3 clusters Score -202134.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -202186.312500 Penalty: 3675.832275
	Iteration 3Q: 3 clusters Score -202186.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -202228.531250 Penalty: 3675.832275
	Iteration 4Q: 3 clusters Score -202228.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -202259.843750 Penalty: 3675.832275
	Iteration 5Q: 3 clusters Score -202259.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -202279.671875 Penalty: 3675.832275
	Iteration 6Q: 3 clusters Score -202279.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -202301.437500 Penalty: 3675.832275
	Iteration 7Q: 3 clusters Score -202301.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -202316.500000 Penalty: 3675.832275
	Iteration 8Q: 3 clusters Score -202316.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -202324.578125 Penalty: 3675.832275
	Iteration 9Q: 3 clusters Score -202324.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -202329.718750 Penalty: 3675.832275
	Iteration 10Q: 3 clusters Score -202329.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -202329.718750 Penalty: 3675.832275
	Iteration 11F: 3 clusters Score -202329.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -57148.484375 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -57148.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55642.000000 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -55642 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55817.460938 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -55817.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55860.164062 Penalty: 3082.445557
	Iteration 2Q: 3 clusters Score -55860.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55869.097656 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -55869.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55874.746094 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -55874.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55885.621094 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -55885.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55897.113281 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -55897.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55907.953125 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -55907.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55915.582031 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -55915.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55919.949219 Penalty: 3082.445557
	Iteration 9Q: 3 clusters Score -55919.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55922.746094 Penalty: 3082.445557
	Iteration 10Q: 3 clusters Score -55922.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55924.363281 Penalty: 3082.445557
	Iteration 11Q: 3 clusters Score -55924.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55924.363281 Penalty: 3082.445557
	Iteration 12F: 3 clusters Score -55924.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -11169.950195 Penalty: 1203.303467
	Iteration 0F: 2 clusters Score -11169.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10247.481445 Penalty: 2406.606934
	Iteration 0F: 3 clusters Score -10247.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10280.309570 Penalty: 2406.606934
	Iteration 1Q: 3 clusters Score -10280.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10280.309570 Penalty: 2406.606934
	Iteration 2F: 3 clusters Score -10280.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -217527.890625 Penalty: 1853.743408
	Iteration 0F: 2 clusters Score -217527.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -215017.031250 Penalty: 3707.486816
	Iteration 0F: 3 clusters Score -215017 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -215456.156250 Penalty: 3707.486816
	Iteration 1F: 3 clusters Score -215456.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -215551.515625 Penalty: 3707.486816
	Iteration 2F: 3 clusters Score -215551.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -215600.343750 Penalty: 3707.486816
	Iteration 3Q: 3 clusters Score -215600.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -215627.734375 Penalty: 3707.486816
	Iteration 4Q: 3 clusters Score -215627.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -215645.546875 Penalty: 3707.486816
	Iteration 5Q: 3 clusters Score -215645.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -215659.687500 Penalty: 3707.486816
	Iteration 6Q: 3 clusters Score -215659.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -215669.781250 Penalty: 3707.486816
	Iteration 7Q: 3 clusters Score -215669.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -215680.187500 Penalty: 3707.486816
	Iteration 8Q: 3 clusters Score -215680.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -215684.843750 Penalty: 3707.486816
	Iteration 9Q: 3 clusters Score -215684.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -215688.796875 Penalty: 3707.486816
	Iteration 10Q: 3 clusters Score -215688.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -215690.765625 Penalty: 3707.486816
	Iteration 11Q: 3 clusters Score -215690.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -215692.031250 Penalty: 3707.486816
	Iteration 12Q: 3 clusters Score -215692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -215694.359375 Penalty: 3707.486816
	Iteration 13Q: 3 clusters Score -215694.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -215694.359375 Penalty: 3707.486816
	Iteration 14F: 3 clusters Score -215694.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 57342 members 
Mstep: Class 3 contains 6886 members 
Mstep: Class 4 contains 24367 members 
Mstep: Class 5 contains 12476 members 
Mstep: Class 6 contains 257250 members 
Mstep: Class 7 contains 3840 members 
Mstep: Class 8 contains 6703 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 170672 members 
Mstep: Class 12 contains 67300 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4369 members 
Mstep: Class 15 contains 197054 members 
Mstep: Class 16 contains 1292 members 
Mstep: Class 17 contains 32839 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 169160 members 
Mstep: Class 20 contains 8315 members 
Mstep: Class 21 contains 48748 members 
Mstep: Class 22 contains 64438 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46472 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 500 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148060512.000000 Penalty: 114863.273438
Iteration 119Q: 34 clusters Score -1.480605e+08 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 57389 members 
Mstep: Class 3 contains 6893 members 
Mstep: Class 4 contains 24377 members 
Mstep: Class 5 contains 12476 members 
Mstep: Class 6 contains 257280 members 
Mstep: Class 7 contains 3822 members 
Mstep: Class 8 contains 6702 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5041 members 
Mstep: Class 11 contains 169874 members 
Mstep: Class 12 contains 67350 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 15 contains 197603 members 
Mstep: Class 16 contains 1292 members 
Mstep: Class 17 contains 32844 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 169139 members 
Mstep: Class 20 contains 8321 members 
Mstep: Class 21 contains 48853 members 
Mstep: Class 22 contains 64433 members 
Mstep: Class 23 contains 366 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46461 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 500 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148066272.000000 Penalty: 114863.273438
Iteration 120F: 34 clusters Score -1.480663e+08 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 521 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 57429 members 
Mstep: Class 3 contains 6891 members 
Mstep: Class 4 contains 24387 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 257224 members 
Mstep: Class 7 contains 3814 members 
Mstep: Class 8 contains 6698 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5038 members 
Mstep: Class 11 contains 169145 members 
Mstep: Class 12 contains 67403 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4369 members 
Mstep: Class 15 contains 198008 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32856 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 169284 members 
Mstep: Class 20 contains 8328 members 
Mstep: Class 21 contains 48967 members 
Mstep: Class 22 contains 64433 members 
Mstep: Class 23 contains 454 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46444 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 500 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148067776.000000 Penalty: 114863.273438
Iteration 121Q: 34 clusters Score -1.480678e+08 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 57466 members 
Mstep: Class 3 contains 6889 members 
Mstep: Class 4 contains 24404 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 257148 members 
Mstep: Class 7 contains 3806 members 
Mstep: Class 8 contains 6694 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5038 members 
Mstep: Class 11 contains 168393 members 
Mstep: Class 12 contains 67478 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4368 members 
Mstep: Class 15 contains 198314 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32871 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 169542 members 
Mstep: Class 20 contains 8331 members 
Mstep: Class 21 contains 49063 members 
Mstep: Class 22 contains 64439 members 
Mstep: Class 23 contains 457 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46449 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 501 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148067632.000000 Penalty: 114863.273438
Iteration 122Q: 34 clusters Score -1.480676e+08 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 57504 members 
Mstep: Class 3 contains 6892 members 
Mstep: Class 4 contains 24411 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 257042 members 
Mstep: Class 7 contains 3804 members 
Mstep: Class 8 contains 6695 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5039 members 
Mstep: Class 11 contains 167694 members 
Mstep: Class 12 contains 67533 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4366 members 
Mstep: Class 15 contains 198572 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32884 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 169880 members 
Mstep: Class 20 contains 8334 members 
Mstep: Class 21 contains 49152 members 
Mstep: Class 22 contains 64437 members 
Mstep: Class 23 contains 456 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46429 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 502 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148067328.000000 Penalty: 114863.273438
Iteration 123Q: 34 clusters Score -1.480673e+08 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 57534 members 
Mstep: Class 3 contains 6893 members 
Mstep: Class 4 contains 24424 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 256842 members 
Mstep: Class 7 contains 3798 members 
Mstep: Class 8 contains 6694 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5038 members 
Mstep: Class 11 contains 167072 members 
Mstep: Class 12 contains 67583 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 198742 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32893 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 170311 members 
Mstep: Class 20 contains 8336 members 
Mstep: Class 21 contains 49230 members 
Mstep: Class 22 contains 64444 members 
Mstep: Class 23 contains 456 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46448 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 502 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148067232.000000 Penalty: 114863.273438
Iteration 124Q: 34 clusters Score -1.480672e+08 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 57550 members 
Mstep: Class 3 contains 6895 members 
Mstep: Class 4 contains 24426 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 256609 members 
Mstep: Class 7 contains 3787 members 
Mstep: Class 8 contains 6690 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5039 members 
Mstep: Class 11 contains 166553 members 
Mstep: Class 12 contains 67629 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4356 members 
Mstep: Class 15 contains 198873 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32897 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 170758 members 
Mstep: Class 20 contains 8335 members 
Mstep: Class 21 contains 49296 members 
Mstep: Class 22 contains 64456 members 
Mstep: Class 23 contains 456 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46471 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 502 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148067008.000000 Penalty: 114863.273438
Iteration 125Q: 34 clusters Score -1.48067e+08 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 57554 members 
Mstep: Class 3 contains 6895 members 
Mstep: Class 4 contains 24429 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 256369 members 
Mstep: Class 7 contains 3775 members 
Mstep: Class 8 contains 6682 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5036 members 
Mstep: Class 11 contains 166068 members 
Mstep: Class 12 contains 67676 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4355 members 
Mstep: Class 15 contains 199000 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32904 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 171222 members 
Mstep: Class 20 contains 8337 members 
Mstep: Class 21 contains 49341 members 
Mstep: Class 22 contains 64463 members 
Mstep: Class 23 contains 456 members 
Mstep: Class 24 contains 4624 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46508 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 502 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148067072.000000 Penalty: 114863.273438
Iteration 126Q: 34 clusters Score -1.480671e+08 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 57577 members 
Mstep: Class 3 contains 6895 members 
Mstep: Class 4 contains 24436 members 
Mstep: Class 5 contains 12479 members 
Mstep: Class 6 contains 256115 members 
Mstep: Class 7 contains 3764 members 
Mstep: Class 8 contains 6679 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 165564 members 
Mstep: Class 12 contains 67715 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4354 members 
Mstep: Class 15 contains 199093 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32911 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 171736 members 
Mstep: Class 20 contains 8338 members 
Mstep: Class 21 contains 49384 members 
Mstep: Class 22 contains 64470 members 
Mstep: Class 23 contains 456 members 
Mstep: Class 24 contains 4625 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46536 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 502 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148066976.000000 Penalty: 114863.273438
Iteration 127Q: 34 clusters Score -1.48067e+08 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 57594 members 
Mstep: Class 3 contains 6894 members 
Mstep: Class 4 contains 24440 members 
Mstep: Class 5 contains 12479 members 
Mstep: Class 6 contains 255840 members 
Mstep: Class 7 contains 3756 members 
Mstep: Class 8 contains 6682 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 165073 members 
Mstep: Class 12 contains 67758 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4353 members 
Mstep: Class 15 contains 199152 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32916 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 172269 members 
Mstep: Class 20 contains 8341 members 
Mstep: Class 21 contains 49428 members 
Mstep: Class 22 contains 64477 members 
Mstep: Class 23 contains 456 members 
Mstep: Class 24 contains 4625 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46579 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 503 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148066544.000000 Penalty: 114863.273438
Iteration 128Q: 34 clusters Score -1.480665e+08 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 57626 members 
Mstep: Class 3 contains 6894 members 
Mstep: Class 4 contains 24438 members 
Mstep: Class 5 contains 12479 members 
Mstep: Class 6 contains 255555 members 
Mstep: Class 7 contains 3751 members 
Mstep: Class 8 contains 6681 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 164610 members 
Mstep: Class 12 contains 67801 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4352 members 
Mstep: Class 15 contains 199194 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32928 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 172821 members 
Mstep: Class 20 contains 8344 members 
Mstep: Class 21 contains 49467 members 
Mstep: Class 22 contains 64477 members 
Mstep: Class 23 contains 456 members 
Mstep: Class 24 contains 4625 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46600 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148066592.000000 Penalty: 114863.273438
Iteration 129Q: 34 clusters Score -1.480666e+08 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 57645 members 
Mstep: Class 3 contains 6897 members 
Mstep: Class 4 contains 24442 members 
Mstep: Class 5 contains 12480 members 
Mstep: Class 6 contains 255188 members 
Mstep: Class 7 contains 3744 members 
Mstep: Class 8 contains 6680 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 164241 members 
Mstep: Class 12 contains 67830 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4352 members 
Mstep: Class 15 contains 199220 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32938 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 173387 members 
Mstep: Class 20 contains 8348 members 
Mstep: Class 21 contains 49496 members 
Mstep: Class 22 contains 64491 members 
Mstep: Class 23 contains 456 members 
Mstep: Class 24 contains 4625 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46635 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148066480.000000 Penalty: 114863.273438
Iteration 130Q: 34 clusters Score -1.480665e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 57664 members 
Mstep: Class 3 contains 6899 members 
Mstep: Class 4 contains 24447 members 
Mstep: Class 5 contains 12480 members 
Mstep: Class 6 contains 254769 members 
Mstep: Class 7 contains 3742 members 
Mstep: Class 8 contains 6681 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 163898 members 
Mstep: Class 12 contains 67847 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4352 members 
Mstep: Class 15 contains 199225 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32944 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 174039 members 
Mstep: Class 20 contains 8350 members 
Mstep: Class 21 contains 49514 members 
Mstep: Class 22 contains 64495 members 
Mstep: Class 23 contains 456 members 
Mstep: Class 24 contains 4625 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46661 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148066480.000000 Penalty: 114863.273438
Iteration 131Q: 34 clusters Score -1.480665e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 57688 members 
Mstep: Class 3 contains 6902 members 
Mstep: Class 4 contains 24446 members 
Mstep: Class 5 contains 12480 members 
Mstep: Class 6 contains 254279 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 163590 members 
Mstep: Class 12 contains 67861 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4353 members 
Mstep: Class 15 contains 199235 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32947 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 174745 members 
Mstep: Class 20 contains 8353 members 
Mstep: Class 21 contains 49538 members 
Mstep: Class 22 contains 64500 members 
Mstep: Class 23 contains 456 members 
Mstep: Class 24 contains 4625 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46669 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148066928.000000 Penalty: 114863.273438
Iteration 132Q: 34 clusters Score -1.480669e+08 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 57693 members 
Mstep: Class 3 contains 6905 members 
Mstep: Class 4 contains 24448 members 
Mstep: Class 5 contains 12480 members 
Mstep: Class 6 contains 253745 members 
Mstep: Class 7 contains 3737 members 
Mstep: Class 8 contains 6682 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 163307 members 
Mstep: Class 12 contains 67876 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4352 members 
Mstep: Class 15 contains 199239 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32950 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 175513 members 
Mstep: Class 20 contains 8357 members 
Mstep: Class 21 contains 49546 members 
Mstep: Class 22 contains 64501 members 
Mstep: Class 23 contains 456 members 
Mstep: Class 24 contains 4625 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46683 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148067232.000000 Penalty: 114863.273438
Iteration 133Q: 34 clusters Score -1.480672e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 57695 members 
Mstep: Class 3 contains 6909 members 
Mstep: Class 4 contains 24451 members 
Mstep: Class 5 contains 12480 members 
Mstep: Class 6 contains 253163 members 
Mstep: Class 7 contains 3728 members 
Mstep: Class 8 contains 6674 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 163013 members 
Mstep: Class 12 contains 67891 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4352 members 
Mstep: Class 15 contains 199253 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32949 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 176327 members 
Mstep: Class 20 contains 8362 members 
Mstep: Class 21 contains 49563 members 
Mstep: Class 22 contains 64508 members 
Mstep: Class 23 contains 456 members 
Mstep: Class 24 contains 4625 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46696 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148067264.000000 Penalty: 114863.273438
Iteration 134Q: 34 clusters Score -1.480673e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 57710 members 
Mstep: Class 3 contains 6915 members 
Mstep: Class 4 contains 24453 members 
Mstep: Class 5 contains 12480 members 
Mstep: Class 6 contains 252525 members 
Mstep: Class 7 contains 3725 members 
Mstep: Class 8 contains 6671 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 11 contains 162701 members 
Mstep: Class 12 contains 67906 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4354 members 
Mstep: Class 15 contains 199256 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32950 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 177201 members 
Mstep: Class 20 contains 8362 members 
Mstep: Class 21 contains 49575 members 
Mstep: Class 22 contains 64510 members 
Mstep: Class 23 contains 456 members 
Mstep: Class 24 contains 4625 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46716 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148066944.000000 Penalty: 114863.273438
Iteration 135Q: 34 clusters Score -1.480669e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 57699 members 
Mstep: Class 3 contains 6923 members 
Mstep: Class 4 contains 24453 members 
Mstep: Class 5 contains 12480 members 
Mstep: Class 6 contains 251827 members 
Mstep: Class 7 contains 3719 members 
Mstep: Class 8 contains 6672 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5031 members 
Mstep: Class 11 contains 162409 members 
Mstep: Class 12 contains 67916 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4356 members 
Mstep: Class 15 contains 199214 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32954 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 178222 members 
Mstep: Class 20 contains 8362 members 
Mstep: Class 21 contains 49579 members 
Mstep: Class 22 contains 64515 members 
Mstep: Class 23 contains 456 members 
Mstep: Class 24 contains 4625 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46713 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148066816.000000 Penalty: 114863.273438
Iteration 136Q: 34 clusters Score -1.480668e+08 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 57694 members 
Mstep: Class 3 contains 6926 members 
Mstep: Class 4 contains 24450 members 
Mstep: Class 5 contains 12480 members 
Mstep: Class 6 contains 250985 members 
Mstep: Class 7 contains 3708 members 
Mstep: Class 8 contains 6669 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5029 members 
Mstep: Class 11 contains 162125 members 
Mstep: Class 12 contains 67931 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 199175 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32954 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 179345 members 
Mstep: Class 20 contains 8363 members 
Mstep: Class 21 contains 49603 members 
Mstep: Class 22 contains 64525 members 
Mstep: Class 23 contains 456 members 
Mstep: Class 24 contains 4625 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46722 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148066864.000000 Penalty: 114863.273438
Iteration 137Q: 34 clusters Score -1.480669e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 57692 members 
Mstep: Class 3 contains 6926 members 
Mstep: Class 4 contains 24449 members 
Mstep: Class 5 contains 12480 members 
Mstep: Class 6 contains 250143 members 
Mstep: Class 7 contains 3707 members 
Mstep: Class 8 contains 6667 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 161818 members 
Mstep: Class 12 contains 67960 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4361 members 
Mstep: Class 15 contains 199136 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32954 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 180497 members 
Mstep: Class 20 contains 8364 members 
Mstep: Class 21 contains 49623 members 
Mstep: Class 22 contains 64531 members 
Mstep: Class 23 contains 456 members 
Mstep: Class 24 contains 4626 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46709 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148067072.000000 Penalty: 114863.273438
Iteration 138Q: 34 clusters Score -1.480671e+08 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 57688 members 
Mstep: Class 3 contains 6928 members 
Mstep: Class 4 contains 24450 members 
Mstep: Class 5 contains 12480 members 
Mstep: Class 6 contains 249268 members 
Mstep: Class 7 contains 3707 members 
Mstep: Class 8 contains 6665 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 161572 members 
Mstep: Class 12 contains 67980 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 199046 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32958 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 181672 members 
Mstep: Class 20 contains 8362 members 
Mstep: Class 21 contains 49643 members 
Mstep: Class 22 contains 64536 members 
Mstep: Class 23 contains 456 members 
Mstep: Class 24 contains 4626 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46705 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148067120.000000 Penalty: 114863.273438
Iteration 139Q: 34 clusters Score -1.480671e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 517 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 57665 members 
Mstep: Class 3 contains 6931 members 
Mstep: Class 4 contains 24451 members 
Mstep: Class 5 contains 12480 members 
Mstep: Class 6 contains 248387 members 
Mstep: Class 7 contains 3705 members 
Mstep: Class 8 contains 6662 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 161325 members 
Mstep: Class 12 contains 68011 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 198979 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32957 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 182856 members 
Mstep: Class 20 contains 8361 members 
Mstep: Class 21 contains 49668 members 
Mstep: Class 22 contains 64535 members 
Mstep: Class 23 contains 456 members 
Mstep: Class 24 contains 4626 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46683 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148069584.000000 Penalty: 114863.273438
Iteration 140F: 34 clusters Score -1.480696e+08 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 455 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 57644 members 
Mstep: Class 3 contains 6932 members 
Mstep: Class 4 contains 24451 members 
Mstep: Class 5 contains 12480 members 
Mstep: Class 6 contains 247527 members 
Mstep: Class 7 contains 3707 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 161081 members 
Mstep: Class 12 contains 68026 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 198863 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32958 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 184110 members 
Mstep: Class 20 contains 8362 members 
Mstep: Class 21 contains 49697 members 
Mstep: Class 22 contains 64533 members 
Mstep: Class 23 contains 518 members 
Mstep: Class 24 contains 4626 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46621 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148071936.000000 Penalty: 114863.273438
Iteration 141Q: 34 clusters Score -1.480719e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 57598 members 
Mstep: Class 3 contains 6937 members 
Mstep: Class 4 contains 24456 members 
Mstep: Class 5 contains 12480 members 
Mstep: Class 6 contains 246636 members 
Mstep: Class 7 contains 3706 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 160840 members 
Mstep: Class 12 contains 68064 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4362 members 
Mstep: Class 15 contains 198753 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32955 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 185377 members 
Mstep: Class 20 contains 8363 members 
Mstep: Class 21 contains 49730 members 
Mstep: Class 22 contains 64530 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4626 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46574 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148072112.000000 Penalty: 114863.273438
Iteration 142Q: 34 clusters Score -1.480721e+08 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 57541 members 
Mstep: Class 3 contains 6942 members 
Mstep: Class 4 contains 24452 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 245660 members 
Mstep: Class 7 contains 3707 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5025 members 
Mstep: Class 11 contains 160610 members 
Mstep: Class 12 contains 68105 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 198638 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32952 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 186738 members 
Mstep: Class 20 contains 8363 members 
Mstep: Class 21 contains 49760 members 
Mstep: Class 22 contains 64537 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4626 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46511 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148072464.000000 Penalty: 114863.273438
Iteration 143Q: 34 clusters Score -1.480725e+08 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 57488 members 
Mstep: Class 3 contains 6948 members 
Mstep: Class 4 contains 24448 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 244649 members 
Mstep: Class 7 contains 3703 members 
Mstep: Class 8 contains 6658 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5025 members 
Mstep: Class 11 contains 160421 members 
Mstep: Class 12 contains 68125 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4360 members 
Mstep: Class 15 contains 198528 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32947 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 188127 members 
Mstep: Class 20 contains 8363 members 
Mstep: Class 21 contains 49787 members 
Mstep: Class 22 contains 64542 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4626 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46442 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148072704.000000 Penalty: 114863.273438
Iteration 144Q: 34 clusters Score -1.480727e+08 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 57431 members 
Mstep: Class 3 contains 6953 members 
Mstep: Class 4 contains 24442 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 243563 members 
Mstep: Class 7 contains 3703 members 
Mstep: Class 8 contains 6653 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5025 members 
Mstep: Class 11 contains 160226 members 
Mstep: Class 12 contains 68152 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4359 members 
Mstep: Class 15 contains 198446 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32945 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 189595 members 
Mstep: Class 20 contains 8363 members 
Mstep: Class 21 contains 49795 members 
Mstep: Class 22 contains 64543 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4626 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46368 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148072496.000000 Penalty: 114863.273438
Iteration 145Q: 34 clusters Score -1.480725e+08 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 57362 members 
Mstep: Class 3 contains 6957 members 
Mstep: Class 4 contains 24439 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 242410 members 
Mstep: Class 7 contains 3707 members 
Mstep: Class 8 contains 6652 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 160075 members 
Mstep: Class 12 contains 68168 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4359 members 
Mstep: Class 15 contains 198300 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32937 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 191165 members 
Mstep: Class 20 contains 8363 members 
Mstep: Class 21 contains 49811 members 
Mstep: Class 22 contains 64546 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46285 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148072560.000000 Penalty: 114863.273438
Iteration 146Q: 34 clusters Score -1.480726e+08 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 57306 members 
Mstep: Class 3 contains 6960 members 
Mstep: Class 4 contains 24438 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 241229 members 
Mstep: Class 7 contains 3708 members 
Mstep: Class 8 contains 6652 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5025 members 
Mstep: Class 11 contains 159951 members 
Mstep: Class 12 contains 68182 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4359 members 
Mstep: Class 15 contains 198152 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32932 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 192713 members 
Mstep: Class 20 contains 8362 members 
Mstep: Class 21 contains 49836 members 
Mstep: Class 22 contains 64548 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46208 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148072752.000000 Penalty: 114863.273438
Iteration 147Q: 34 clusters Score -1.480728e+08 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 57251 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 24440 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 239997 members 
Mstep: Class 7 contains 3707 members 
Mstep: Class 8 contains 6651 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5025 members 
Mstep: Class 11 contains 159877 members 
Mstep: Class 12 contains 68203 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4355 members 
Mstep: Class 15 contains 198015 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32925 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 194265 members 
Mstep: Class 20 contains 8365 members 
Mstep: Class 21 contains 49863 members 
Mstep: Class 22 contains 64548 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46121 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148072928.000000 Penalty: 114863.273438
Iteration 148Q: 34 clusters Score -1.480729e+08 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 57198 members 
Mstep: Class 3 contains 6955 members 
Mstep: Class 4 contains 24442 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 238744 members 
Mstep: Class 7 contains 3709 members 
Mstep: Class 8 contains 6649 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 159836 members 
Mstep: Class 12 contains 68195 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4352 members 
Mstep: Class 15 contains 197864 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32920 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 195792 members 
Mstep: Class 20 contains 8366 members 
Mstep: Class 21 contains 49909 members 
Mstep: Class 22 contains 64557 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46058 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073424.000000 Penalty: 114863.273438
Iteration 149Q: 34 clusters Score -1.480734e+08 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 57145 members 
Mstep: Class 3 contains 6951 members 
Mstep: Class 4 contains 24439 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 237470 members 
Mstep: Class 7 contains 3708 members 
Mstep: Class 8 contains 6650 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5025 members 
Mstep: Class 11 contains 159815 members 
Mstep: Class 12 contains 68179 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4349 members 
Mstep: Class 15 contains 197707 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32917 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 197379 members 
Mstep: Class 20 contains 8367 members 
Mstep: Class 21 contains 49931 members 
Mstep: Class 22 contains 64563 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45982 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073504.000000 Penalty: 114863.273438
Iteration 150Q: 34 clusters Score -1.480735e+08 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 57115 members 
Mstep: Class 3 contains 6951 members 
Mstep: Class 4 contains 24440 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 236126 members 
Mstep: Class 7 contains 3710 members 
Mstep: Class 8 contains 6650 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 159806 members 
Mstep: Class 12 contains 68177 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4346 members 
Mstep: Class 15 contains 197535 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32914 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 198979 members 
Mstep: Class 20 contains 8367 members 
Mstep: Class 21 contains 49961 members 
Mstep: Class 22 contains 64567 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45917 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073696.000000 Penalty: 114863.273438
Iteration 151Q: 34 clusters Score -1.480737e+08 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 57074 members 
Mstep: Class 3 contains 6951 members 
Mstep: Class 4 contains 24438 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 234740 members 
Mstep: Class 7 contains 3714 members 
Mstep: Class 8 contains 6651 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 159841 members 
Mstep: Class 12 contains 68167 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4345 members 
Mstep: Class 15 contains 197384 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32911 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 200575 members 
Mstep: Class 20 contains 8367 members 
Mstep: Class 21 contains 49985 members 
Mstep: Class 22 contains 64567 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45857 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073728.000000 Penalty: 114863.273438
Iteration 152Q: 34 clusters Score -1.480737e+08 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 57026 members 
Mstep: Class 3 contains 6951 members 
Mstep: Class 4 contains 24439 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 233447 members 
Mstep: Class 7 contains 3717 members 
Mstep: Class 8 contains 6652 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 159900 members 
Mstep: Class 12 contains 68182 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4344 members 
Mstep: Class 15 contains 197176 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32903 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 202092 members 
Mstep: Class 20 contains 8368 members 
Mstep: Class 21 contains 49999 members 
Mstep: Class 22 contains 64568 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45809 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073648.000000 Penalty: 114863.273438
Iteration 153Q: 34 clusters Score -1.480736e+08 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 56968 members 
Mstep: Class 3 contains 6951 members 
Mstep: Class 4 contains 24439 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 232268 members 
Mstep: Class 7 contains 3718 members 
Mstep: Class 8 contains 6649 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 159971 members 
Mstep: Class 12 contains 68183 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4345 members 
Mstep: Class 15 contains 196997 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32900 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 203504 members 
Mstep: Class 20 contains 8368 members 
Mstep: Class 21 contains 50022 members 
Mstep: Class 22 contains 64577 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45717 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073728.000000 Penalty: 114863.273438
Iteration 154Q: 34 clusters Score -1.480737e+08 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 56901 members 
Mstep: Class 3 contains 6951 members 
Mstep: Class 4 contains 24435 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 231242 members 
Mstep: Class 7 contains 3719 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 160087 members 
Mstep: Class 12 contains 68173 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4343 members 
Mstep: Class 15 contains 196770 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32895 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 204804 members 
Mstep: Class 20 contains 8369 members 
Mstep: Class 21 contains 50035 members 
Mstep: Class 22 contains 64583 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45635 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073520.000000 Penalty: 114863.273438
Iteration 155Q: 34 clusters Score -1.480735e+08 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 56859 members 
Mstep: Class 3 contains 6953 members 
Mstep: Class 4 contains 24433 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 230268 members 
Mstep: Class 7 contains 3722 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 160184 members 
Mstep: Class 12 contains 68167 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4342 members 
Mstep: Class 15 contains 196525 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32892 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 205982 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 50049 members 
Mstep: Class 22 contains 64587 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45614 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073600.000000 Penalty: 114863.273438
Iteration 156Q: 34 clusters Score -1.480736e+08 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 56803 members 
Mstep: Class 3 contains 6954 members 
Mstep: Class 4 contains 24428 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 229401 members 
Mstep: Class 7 contains 3727 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5017 members 
Mstep: Class 11 contains 160291 members 
Mstep: Class 12 contains 68167 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4342 members 
Mstep: Class 15 contains 196320 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32885 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 207028 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 50062 members 
Mstep: Class 22 contains 64595 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45580 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073600.000000 Penalty: 114863.273438
Iteration 157Q: 34 clusters Score -1.480736e+08 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 56772 members 
Mstep: Class 3 contains 6954 members 
Mstep: Class 4 contains 24420 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 228643 members 
Mstep: Class 7 contains 3731 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 160398 members 
Mstep: Class 12 contains 68164 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4341 members 
Mstep: Class 15 contains 196100 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32879 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 207962 members 
Mstep: Class 20 contains 8371 members 
Mstep: Class 21 contains 50062 members 
Mstep: Class 22 contains 64606 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45562 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073648.000000 Penalty: 114863.273438
Iteration 158Q: 34 clusters Score -1.480736e+08 nChanged 3597
Entering ConstructFrom: 
Score: -148073648.000000 Penalty: 114863.273438
Entering ConstructFrom: 
Trying to split cluster 1 (43650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Entering Unmasked Estep 
Score: -5223827.500000 Penalty: 2649.621826
	Iteration 0F: 2 clusters Score -5223828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -5194428.000000 Penalty: 5299.243652
	Iteration 0F: 3 clusters Score -5194428 nChanged 20026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -5205432.500000 Penalty: 5299.243652
	Iteration 1F: 3 clusters Score -5205432 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -5206223.000000 Penalty: 5299.243652
	Iteration 2Q: 3 clusters Score -5206223 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -5207316.000000 Penalty: 5299.243652
	Iteration 3F: 3 clusters Score -5207316 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -5208772.500000 Penalty: 5299.243652
	Iteration 4F: 3 clusters Score -5208772 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -5210498.000000 Penalty: 5299.243652
	Iteration 5F: 3 clusters Score -5210498 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -5212192.000000 Penalty: 5299.243652
	Iteration 6F: 3 clusters Score -5212192 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -5213859.000000 Penalty: 5299.243652
	Iteration 7F: 3 clusters Score -5213859 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -5215353.000000 Penalty: 5299.243652
	Iteration 8F: 3 clusters Score -5215353 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -5216581.500000 Penalty: 5299.243652
	Iteration 9Q: 3 clusters Score -5216582 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -5217704.500000 Penalty: 5299.243652
	Iteration 10Q: 3 clusters Score -5217704 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -5218663.000000 Penalty: 5299.243652
	Iteration 11Q: 3 clusters Score -5218663 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -5219557.500000 Penalty: 5299.243652
	Iteration 12Q: 3 clusters Score -5219558 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -5220445.500000 Penalty: 5299.243652
	Iteration 13Q: 3 clusters Score -5220446 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -5221113.500000 Penalty: 5299.243652
	Iteration 14Q: 3 clusters Score -5221114 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -5221579.500000 Penalty: 5299.243652
	Iteration 15Q: 3 clusters Score -5221580 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -5221887.500000 Penalty: 5299.243652
	Iteration 16Q: 3 clusters Score -5221888 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -5222068.000000 Penalty: 5299.243652
	Iteration 17Q: 3 clusters Score -5222068 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -5222164.000000 Penalty: 5299.243652
	Iteration 18Q: 3 clusters Score -5222164 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -5222220.500000 Penalty: 5299.243652
	Iteration 19Q: 3 clusters Score -5222220 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -5222270.500000 Penalty: 5299.243652
	Iteration 20F: 3 clusters Score -5222270 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -5222287.000000 Penalty: 5299.243652
	Iteration 21Q: 3 clusters Score -5222287 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -5222305.000000 Penalty: 5299.243652
	Iteration 22Q: 3 clusters Score -5222305 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -5222322.000000 Penalty: 5299.243652
	Iteration 23Q: 3 clusters Score -5222322 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -5222321.500000 Penalty: 5299.243652
	Iteration 24Q: 3 clusters Score -5222322 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -5222335.000000 Penalty: 5299.243652
	Iteration 25Q: 3 clusters Score -5222335 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -5222344.000000 Penalty: 5299.243652
	Iteration 26Q: 3 clusters Score -5222344 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -5222359.000000 Penalty: 5299.243652
	Iteration 27Q: 3 clusters Score -5222359 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -5222379.500000 Penalty: 5299.243652
	Iteration 28Q: 3 clusters Score -5222380 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -5222381.500000 Penalty: 5299.243652
	Iteration 29Q: 3 clusters Score -5222382 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -5222405.000000 Penalty: 5299.243652
	Iteration 30Q: 3 clusters Score -5222405 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -5222403.000000 Penalty: 5299.243652
	Iteration 31Q: 3 clusters Score -5222403 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -5222406.000000 Penalty: 5299.243652
	Iteration 32Q: 3 clusters Score -5222406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -5222411.000000 Penalty: 5299.243652
	Iteration 33Q: 3 clusters Score -5222411 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -5222418.000000 Penalty: 5299.243652
	Iteration 34Q: 3 clusters Score -5222418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -5222414.000000 Penalty: 5299.243652
	Iteration 35Q: 3 clusters Score -5222414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -5222417.500000 Penalty: 5299.243652
	Iteration 36Q: 3 clusters Score -5222418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -5222420.000000 Penalty: 5299.243652
	Iteration 37Q: 3 clusters Score -5222420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -5222421.500000 Penalty: 5299.243652
	Iteration 38Q: 3 clusters Score -5222422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -5222419.000000 Penalty: 5299.243652
	Iteration 39Q: 3 clusters Score -5222419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -5222431.000000 Penalty: 5299.243652
	Iteration 40F: 3 clusters Score -5222431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -5222431.500000 Penalty: 5299.243652
	Iteration 41Q: 3 clusters Score -5222432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -5222428.500000 Penalty: 5299.243652
	Iteration 42Q: 3 clusters Score -5222428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -5222426.500000 Penalty: 5299.243652
	Iteration 43Q: 3 clusters Score -5222426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -5222432.500000 Penalty: 5299.243652
	Iteration 44Q: 3 clusters Score -5222432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -5222433.000000 Penalty: 5299.243652
	Iteration 45Q: 3 clusters Score -5222433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -5222444.000000 Penalty: 5299.243652
	Iteration 46Q: 3 clusters Score -5222444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -5222454.500000 Penalty: 5299.243652
	Iteration 47Q: 3 clusters Score -5222454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -5222449.500000 Penalty: 5299.243652
	Iteration 48Q: 3 clusters Score -5222450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -5222452.000000 Penalty: 5299.243652
	Iteration 49Q: 3 clusters Score -5222452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -5222463.000000 Penalty: 5299.243652
	Iteration 50Q: 3 clusters Score -5222463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -5222469.000000 Penalty: 5299.243652
	Iteration 51Q: 3 clusters Score -5222469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -5222466.500000 Penalty: 5299.243652
	Iteration 52Q: 3 clusters Score -5222466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -5222468.500000 Penalty: 5299.243652
	Iteration 53Q: 3 clusters Score -5222468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -5222463.500000 Penalty: 5299.243652
	Iteration 54Q: 3 clusters Score -5222464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -5222463.500000 Penalty: 5299.243652
	Iteration 55F: 3 clusters Score -5222464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56739 members 
Entering Unmasked Estep 
Score: -6968172.500000 Penalty: 2714.661865
	Iteration 0F: 2 clusters Score -6968172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -6930114.000000 Penalty: 5429.323730
	Iteration 0F: 3 clusters Score -6930114 nChanged 26245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -6944749.500000 Penalty: 5429.323730
	Iteration 1F: 3 clusters Score -6944750 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -6945253.000000 Penalty: 5429.323730
	Iteration 2Q: 3 clusters Score -6945253 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -6945711.000000 Penalty: 5429.323730
	Iteration 3Q: 3 clusters Score -6945711 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -6946234.500000 Penalty: 5429.323730
	Iteration 4Q: 3 clusters Score -6946234 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -6946917.000000 Penalty: 5429.323730
	Iteration 5Q: 3 clusters Score -6946917 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -6947787.500000 Penalty: 5429.323730
	Iteration 6Q: 3 clusters Score -6947788 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -6949076.500000 Penalty: 5429.323730
	Iteration 7Q: 3 clusters Score -6949076 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -6950810.000000 Penalty: 5429.323730
	Iteration 8Q: 3 clusters Score -6950810 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -6952915.000000 Penalty: 5429.323730
	Iteration 9F: 3 clusters Score -6952915 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -6955101.500000 Penalty: 5429.323730
	Iteration 10F: 3 clusters Score -6955102 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -6956980.500000 Penalty: 5429.323730
	Iteration 11F: 3 clusters Score -6956980 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -6958313.500000 Penalty: 5429.323730
	Iteration 12Q: 3 clusters Score -6958314 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -6959042.500000 Penalty: 5429.323730
	Iteration 13Q: 3 clusters Score -6959042 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -6959383.500000 Penalty: 5429.323730
	Iteration 14Q: 3 clusters Score -6959384 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -6959571.000000 Penalty: 5429.323730
	Iteration 15Q: 3 clusters Score -6959571 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -6959733.000000 Penalty: 5429.323730
	Iteration 16Q: 3 clusters Score -6959733 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -6959821.500000 Penalty: 5429.323730
	Iteration 17Q: 3 clusters Score -6959822 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -6959964.500000 Penalty: 5429.323730
	Iteration 18Q: 3 clusters Score -6959964 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -6960054.000000 Penalty: 5429.323730
	Iteration 19Q: 3 clusters Score -6960054 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -6960091.500000 Penalty: 5429.323730
	Iteration 20F: 3 clusters Score -6960092 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -6960150.500000 Penalty: 5429.323730
	Iteration 21Q: 3 clusters Score -6960150 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -6960246.500000 Penalty: 5429.323730
	Iteration 22Q: 3 clusters Score -6960246 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -6960322.000000 Penalty: 5429.323730
	Iteration 23Q: 3 clusters Score -6960322 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -6960366.500000 Penalty: 5429.323730
	Iteration 24Q: 3 clusters Score -6960366 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -6960470.000000 Penalty: 5429.323730
	Iteration 25Q: 3 clusters Score -6960470 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -6960533.500000 Penalty: 5429.323730
	Iteration 26Q: 3 clusters Score -6960534 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -6960620.500000 Penalty: 5429.323730
	Iteration 27Q: 3 clusters Score -6960620 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -6960696.000000 Penalty: 5429.323730
	Iteration 28Q: 3 clusters Score -6960696 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -6960728.000000 Penalty: 5429.323730
	Iteration 29Q: 3 clusters Score -6960728 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -6960776.000000 Penalty: 5429.323730
	Iteration 30Q: 3 clusters Score -6960776 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -6960831.500000 Penalty: 5429.323730
	Iteration 31Q: 3 clusters Score -6960832 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -6960909.500000 Penalty: 5429.323730
	Iteration 32Q: 3 clusters Score -6960910 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -6960943.500000 Penalty: 5429.323730
	Iteration 33Q: 3 clusters Score -6960944 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -6961015.500000 Penalty: 5429.323730
	Iteration 34Q: 3 clusters Score -6961016 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -6961052.000000 Penalty: 5429.323730
	Iteration 35Q: 3 clusters Score -6961052 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -6961136.000000 Penalty: 5429.323730
	Iteration 36Q: 3 clusters Score -6961136 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -6961188.000000 Penalty: 5429.323730
	Iteration 37Q: 3 clusters Score -6961188 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -6961274.500000 Penalty: 5429.323730
	Iteration 38Q: 3 clusters Score -6961274 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -6961320.500000 Penalty: 5429.323730
	Iteration 39Q: 3 clusters Score -6961320 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -6961387.000000 Penalty: 5429.323730
	Iteration 40F: 3 clusters Score -6961387 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -6961493.500000 Penalty: 5429.323730
	Iteration 41Q: 3 clusters Score -6961494 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -6961605.000000 Penalty: 5429.323730
	Iteration 42Q: 3 clusters Score -6961605 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -6961722.500000 Penalty: 5429.323730
	Iteration 43Q: 3 clusters Score -6961722 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -6961862.000000 Penalty: 5429.323730
	Iteration 44Q: 3 clusters Score -6961862 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -6961984.000000 Penalty: 5429.323730
	Iteration 45Q: 3 clusters Score -6961984 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -6962174.500000 Penalty: 5429.323730
	Iteration 46Q: 3 clusters Score -6962174 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -6962400.000000 Penalty: 5429.323730
	Iteration 47Q: 3 clusters Score -6962400 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -6962683.500000 Penalty: 5429.323730
	Iteration 48Q: 3 clusters Score -6962684 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -6963001.000000 Penalty: 5429.323730
	Iteration 49Q: 3 clusters Score -6963001 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -6963303.500000 Penalty: 5429.323730
	Iteration 50Q: 3 clusters Score -6963304 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -6963689.500000 Penalty: 5429.323730
	Iteration 51Q: 3 clusters Score -6963690 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 51464 members 
Entering Unmasked Estep 
Score: -6964061.500000 Penalty: 5429.323730
	Iteration 52Q: 3 clusters Score -6964062 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -6964367.500000 Penalty: 5429.323730
	Iteration 53Q: 3 clusters Score -6964368 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -6964647.000000 Penalty: 5429.323730
	Iteration 54Q: 3 clusters Score -6964647 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 53300 members 
Entering Unmasked Estep 
Score: -6964900.000000 Penalty: 5429.323730
	Iteration 55Q: 3 clusters Score -6964900 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -6965091.500000 Penalty: 5429.323730
	Iteration 56Q: 3 clusters Score -6965092 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -6965225.500000 Penalty: 5429.323730
	Iteration 57Q: 3 clusters Score -6965226 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -6965341.500000 Penalty: 5429.323730
	Iteration 58Q: 3 clusters Score -6965342 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -6965426.500000 Penalty: 5429.323730
	Iteration 59Q: 3 clusters Score -6965426 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 54799 members 
Entering Unmasked Estep 
Score: -6965528.000000 Penalty: 5429.323730
	Iteration 60F: 3 clusters Score -6965528 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -6965606.500000 Penalty: 5429.323730
	Iteration 61Q: 3 clusters Score -6965606 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 55053 members 
Entering Unmasked Estep 
Score: -6965650.500000 Penalty: 5429.323730
	Iteration 62Q: 3 clusters Score -6965650 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -6965687.500000 Penalty: 5429.323730
	Iteration 63Q: 3 clusters Score -6965688 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -6965748.000000 Penalty: 5429.323730
	Iteration 64Q: 3 clusters Score -6965748 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -6965776.000000 Penalty: 5429.323730
	Iteration 65Q: 3 clusters Score -6965776 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
Score: -6965799.000000 Penalty: 5429.323730
	Iteration 66Q: 3 clusters Score -6965799 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 55417 members 
Entering Unmasked Estep 
Score: -6965832.000000 Penalty: 5429.323730
	Iteration 67Q: 3 clusters Score -6965832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -6965850.000000 Penalty: 5429.323730
	Iteration 68Q: 3 clusters Score -6965850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -6965850.000000 Penalty: 5429.323730
	Iteration 69Q: 3 clusters Score -6965850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -6965864.500000 Penalty: 5429.323730
	Iteration 70Q: 3 clusters Score -6965864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 55551 members 
Entering Unmasked Estep 
Score: -6965876.500000 Penalty: 5429.323730
	Iteration 71Q: 3 clusters Score -6965876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 55573 members 
Entering Unmasked Estep 
Score: -6965889.500000 Penalty: 5429.323730
	Iteration 72Q: 3 clusters Score -6965890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -6965893.000000 Penalty: 5429.323730
	Iteration 73Q: 3 clusters Score -6965893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -6965904.500000 Penalty: 5429.323730
	Iteration 74Q: 3 clusters Score -6965904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -6965907.500000 Penalty: 5429.323730
	Iteration 75Q: 3 clusters Score -6965908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -6965918.500000 Penalty: 5429.323730
	Iteration 76Q: 3 clusters Score -6965918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55628 members 
Entering Unmasked Estep 
Score: -6965917.500000 Penalty: 5429.323730
	Iteration 77Q: 3 clusters Score -6965918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -6965923.500000 Penalty: 5429.323730
	Iteration 78Q: 3 clusters Score -6965924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 55646 members 
Entering Unmasked Estep 
Score: -6965928.000000 Penalty: 5429.323730
	Iteration 79Q: 3 clusters Score -6965928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -6965934.000000 Penalty: 5429.323730
	Iteration 80F: 3 clusters Score -6965934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -6965934.000000 Penalty: 5429.323730
	Iteration 81Q: 3 clusters Score -6965934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -6965938.000000 Penalty: 5429.323730
	Iteration 82Q: 3 clusters Score -6965938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -6965942.500000 Penalty: 5429.323730
	Iteration 83Q: 3 clusters Score -6965942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -6965953.500000 Penalty: 5429.323730
	Iteration 84Q: 3 clusters Score -6965954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -6965954.500000 Penalty: 5429.323730
	Iteration 85Q: 3 clusters Score -6965954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -6965957.000000 Penalty: 5429.323730
	Iteration 86Q: 3 clusters Score -6965957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -6965955.500000 Penalty: 5429.323730
	Iteration 87Q: 3 clusters Score -6965956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -6965957.500000 Penalty: 5429.323730
	Iteration 88Q: 3 clusters Score -6965958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -6965956.500000 Penalty: 5429.323730
	Iteration 89Q: 3 clusters Score -6965956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 55697 members 
Entering Unmasked Estep 
Score: -6965958.500000 Penalty: 5429.323730
	Iteration 90Q: 3 clusters Score -6965958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -6965964.500000 Penalty: 5429.323730
	Iteration 91Q: 3 clusters Score -6965964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -6965983.000000 Penalty: 5429.323730
	Iteration 92Q: 3 clusters Score -6965983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -6965978.000000 Penalty: 5429.323730
	Iteration 93Q: 3 clusters Score -6965978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -6965981.000000 Penalty: 5429.323730
	Iteration 94Q: 3 clusters Score -6965981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 55721 members 
Entering Unmasked Estep 
Score: -6965979.500000 Penalty: 5429.323730
	Iteration 95Q: 3 clusters Score -6965980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -6965981.000000 Penalty: 5429.323730
	Iteration 96Q: 3 clusters Score -6965981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -6965986.000000 Penalty: 5429.323730
	Iteration 97Q: 3 clusters Score -6965986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 55729 members 
Entering Unmasked Estep 
Score: -6965985.500000 Penalty: 5429.323730
	Iteration 98Q: 3 clusters Score -6965986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -6965988.500000 Penalty: 5429.323730
	Iteration 99Q: 3 clusters Score -6965988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -6965990.000000 Penalty: 5429.323730
	Iteration 100F: 3 clusters Score -6965990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -6965991.000000 Penalty: 5429.323730
	Iteration 101Q: 3 clusters Score -6965991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -6965991.000000 Penalty: 5429.323730
	Iteration 102F: 3 clusters Score -6965991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Entering Unmasked Estep 
Score: -741820.562500 Penalty: 2194.145264
	Iteration 0F: 2 clusters Score -741820.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -736101.500000 Penalty: 4388.290527
	Iteration 0F: 3 clusters Score -736101.5 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -737898.062500 Penalty: 4388.290527
	Iteration 1F: 3 clusters Score -737898.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -738355.062500 Penalty: 4388.290527
	Iteration 2F: 3 clusters Score -738355.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -738795.500000 Penalty: 4388.290527
	Iteration 3F: 3 clusters Score -738795.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -739276.750000 Penalty: 4388.290527
	Iteration 4F: 3 clusters Score -739276.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -739927.750000 Penalty: 4388.290527
	Iteration 5F: 3 clusters Score -739927.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -740650.000000 Penalty: 4388.290527
	Iteration 6F: 3 clusters Score -740650 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -741074.000000 Penalty: 4388.290527
	Iteration 7F: 3 clusters Score -741074 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -741296.625000 Penalty: 4388.290527
	Iteration 8Q: 3 clusters Score -741296.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -741447.500000 Penalty: 4388.290527
	Iteration 9Q: 3 clusters Score -741447.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -741588.687500 Penalty: 4388.290527
	Iteration 10Q: 3 clusters Score -741588.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -741749.812500 Penalty: 4388.290527
	Iteration 11Q: 3 clusters Score -741749.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -741869.750000 Penalty: 4388.290527
	Iteration 12Q: 3 clusters Score -741869.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -741971.000000 Penalty: 4388.290527
	Iteration 13Q: 3 clusters Score -741971 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -742051.000000 Penalty: 4388.290527
	Iteration 14Q: 3 clusters Score -742051 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -742113.187500 Penalty: 4388.290527
	Iteration 15Q: 3 clusters Score -742113.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -742159.812500 Penalty: 4388.290527
	Iteration 16Q: 3 clusters Score -742159.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -742194.437500 Penalty: 4388.290527
	Iteration 17Q: 3 clusters Score -742194.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -742221.250000 Penalty: 4388.290527
	Iteration 18Q: 3 clusters Score -742221.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -742242.437500 Penalty: 4388.290527
	Iteration 19Q: 3 clusters Score -742242.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -742267.500000 Penalty: 4388.290527
	Iteration 20F: 3 clusters Score -742267.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -742287.437500 Penalty: 4388.290527
	Iteration 21Q: 3 clusters Score -742287.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -742312.625000 Penalty: 4388.290527
	Iteration 22Q: 3 clusters Score -742312.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -742351.875000 Penalty: 4388.290527
	Iteration 23Q: 3 clusters Score -742351.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -742369.375000 Penalty: 4388.290527
	Iteration 24Q: 3 clusters Score -742369.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -742384.500000 Penalty: 4388.290527
	Iteration 25Q: 3 clusters Score -742384.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -742395.312500 Penalty: 4388.290527
	Iteration 26Q: 3 clusters Score -742395.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -742404.000000 Penalty: 4388.290527
	Iteration 27Q: 3 clusters Score -742404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -742410.062500 Penalty: 4388.290527
	Iteration 28Q: 3 clusters Score -742410.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -742414.000000 Penalty: 4388.290527
	Iteration 29Q: 3 clusters Score -742414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -742417.937500 Penalty: 4388.290527
	Iteration 30Q: 3 clusters Score -742417.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -742419.875000 Penalty: 4388.290527
	Iteration 31Q: 3 clusters Score -742419.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -742420.500000 Penalty: 4388.290527
	Iteration 32Q: 3 clusters Score -742420.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -742423.500000 Penalty: 4388.290527
	Iteration 33Q: 3 clusters Score -742423.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -742423.625000 Penalty: 4388.290527
	Iteration 34Q: 3 clusters Score -742423.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -742425.250000 Penalty: 4388.290527
	Iteration 35Q: 3 clusters Score -742425.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -742428.312500 Penalty: 4388.290527
	Iteration 36Q: 3 clusters Score -742428.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -742429.250000 Penalty: 4388.290527
	Iteration 37Q: 3 clusters Score -742429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -742428.562500 Penalty: 4388.290527
	Iteration 38Q: 3 clusters Score -742428.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -742429.687500 Penalty: 4388.290527
	Iteration 39Q: 3 clusters Score -742429.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -742431.250000 Penalty: 4388.290527
	Iteration 40F: 3 clusters Score -742431.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -742432.375000 Penalty: 4388.290527
	Iteration 41Q: 3 clusters Score -742432.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -742432.375000 Penalty: 4388.290527
	Iteration 42F: 3 clusters Score -742432.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 56739 members 
Mstep: Class 3 contains 5123 members 
Mstep: Class 4 contains 24411 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 228069 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 160586 members 
Mstep: Class 12 contains 68163 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4341 members 
Mstep: Class 15 contains 195860 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32865 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 208629 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 50059 members 
Mstep: Class 22 contains 64614 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45569 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 1833 members 
Entering Unmasked Estep 
Score: -148072336.000000 Penalty: 118343.976562
Splitting cluster 3 changes total score from -148073648.000000 to -148072336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (24411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Entering Unmasked Estep 
Score: -2889832.750000 Penalty: 2505.491699
	Iteration 0F: 2 clusters Score -2889833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2873045.750000 Penalty: 5010.983398
	Iteration 0F: 3 clusters Score -2873046 nChanged 10895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2879005.000000 Penalty: 5010.983398
	Iteration 1F: 3 clusters Score -2879005 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2879548.500000 Penalty: 5010.983398
	Iteration 2F: 3 clusters Score -2879548 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2880151.750000 Penalty: 5010.983398
	Iteration 3F: 3 clusters Score -2880152 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2880855.750000 Penalty: 5010.983398
	Iteration 4F: 3 clusters Score -2880856 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2881606.000000 Penalty: 5010.983398
	Iteration 5F: 3 clusters Score -2881606 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2882337.250000 Penalty: 5010.983398
	Iteration 6F: 3 clusters Score -2882337 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2882868.250000 Penalty: 5010.983398
	Iteration 7Q: 3 clusters Score -2882868 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2883263.250000 Penalty: 5010.983398
	Iteration 8Q: 3 clusters Score -2883263 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2883592.250000 Penalty: 5010.983398
	Iteration 9Q: 3 clusters Score -2883592 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2883891.250000 Penalty: 5010.983398
	Iteration 10Q: 3 clusters Score -2883891 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2884189.000000 Penalty: 5010.983398
	Iteration 11Q: 3 clusters Score -2884189 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2884497.250000 Penalty: 5010.983398
	Iteration 12Q: 3 clusters Score -2884497 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2884819.250000 Penalty: 5010.983398
	Iteration 13Q: 3 clusters Score -2884819 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2885161.000000 Penalty: 5010.983398
	Iteration 14Q: 3 clusters Score -2885161 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2885511.500000 Penalty: 5010.983398
	Iteration 15Q: 3 clusters Score -2885512 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2885842.750000 Penalty: 5010.983398
	Iteration 16Q: 3 clusters Score -2885843 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2886128.750000 Penalty: 5010.983398
	Iteration 17Q: 3 clusters Score -2886129 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2886327.750000 Penalty: 5010.983398
	Iteration 18Q: 3 clusters Score -2886328 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2886463.750000 Penalty: 5010.983398
	Iteration 19Q: 3 clusters Score -2886464 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2886577.500000 Penalty: 5010.983398
	Iteration 20F: 3 clusters Score -2886578 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2886668.500000 Penalty: 5010.983398
	Iteration 21Q: 3 clusters Score -2886668 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2886760.250000 Penalty: 5010.983398
	Iteration 22Q: 3 clusters Score -2886760 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2886827.500000 Penalty: 5010.983398
	Iteration 23Q: 3 clusters Score -2886828 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2886894.750000 Penalty: 5010.983398
	Iteration 24Q: 3 clusters Score -2886895 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2886969.250000 Penalty: 5010.983398
	Iteration 25Q: 3 clusters Score -2886969 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2887027.250000 Penalty: 5010.983398
	Iteration 26Q: 3 clusters Score -2887027 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2887081.500000 Penalty: 5010.983398
	Iteration 27Q: 3 clusters Score -2887082 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2887159.250000 Penalty: 5010.983398
	Iteration 28Q: 3 clusters Score -2887159 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2887222.750000 Penalty: 5010.983398
	Iteration 29Q: 3 clusters Score -2887223 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2887289.750000 Penalty: 5010.983398
	Iteration 30Q: 3 clusters Score -2887290 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2887363.000000 Penalty: 5010.983398
	Iteration 31Q: 3 clusters Score -2887363 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2887410.000000 Penalty: 5010.983398
	Iteration 32Q: 3 clusters Score -2887410 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2887448.500000 Penalty: 5010.983398
	Iteration 33Q: 3 clusters Score -2887448 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2887473.000000 Penalty: 5010.983398
	Iteration 34Q: 3 clusters Score -2887473 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2887505.500000 Penalty: 5010.983398
	Iteration 35Q: 3 clusters Score -2887506 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2887545.000000 Penalty: 5010.983398
	Iteration 36Q: 3 clusters Score -2887545 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2887587.500000 Penalty: 5010.983398
	Iteration 37Q: 3 clusters Score -2887588 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2887610.500000 Penalty: 5010.983398
	Iteration 38Q: 3 clusters Score -2887610 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2887643.000000 Penalty: 5010.983398
	Iteration 39Q: 3 clusters Score -2887643 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2887675.250000 Penalty: 5010.983398
	Iteration 40F: 3 clusters Score -2887675 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2887700.250000 Penalty: 5010.983398
	Iteration 41Q: 3 clusters Score -2887700 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2887713.500000 Penalty: 5010.983398
	Iteration 42Q: 3 clusters Score -2887714 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2887737.000000 Penalty: 5010.983398
	Iteration 43Q: 3 clusters Score -2887737 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2887740.500000 Penalty: 5010.983398
	Iteration 44Q: 3 clusters Score -2887740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2887756.500000 Penalty: 5010.983398
	Iteration 45Q: 3 clusters Score -2887756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2887774.250000 Penalty: 5010.983398
	Iteration 46Q: 3 clusters Score -2887774 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2887786.500000 Penalty: 5010.983398
	Iteration 47Q: 3 clusters Score -2887786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -2887800.000000 Penalty: 5010.983398
	Iteration 48Q: 3 clusters Score -2887800 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2887820.750000 Penalty: 5010.983398
	Iteration 49Q: 3 clusters Score -2887821 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2887835.250000 Penalty: 5010.983398
	Iteration 50Q: 3 clusters Score -2887835 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2887843.000000 Penalty: 5010.983398
	Iteration 51Q: 3 clusters Score -2887843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2887853.750000 Penalty: 5010.983398
	Iteration 52Q: 3 clusters Score -2887854 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2887866.750000 Penalty: 5010.983398
	Iteration 53Q: 3 clusters Score -2887867 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2887872.000000 Penalty: 5010.983398
	Iteration 54Q: 3 clusters Score -2887872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2887878.500000 Penalty: 5010.983398
	Iteration 55Q: 3 clusters Score -2887878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2887886.500000 Penalty: 5010.983398
	Iteration 56Q: 3 clusters Score -2887886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2887889.250000 Penalty: 5010.983398
	Iteration 57Q: 3 clusters Score -2887889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2887900.500000 Penalty: 5010.983398
	Iteration 58Q: 3 clusters Score -2887900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2887901.500000 Penalty: 5010.983398
	Iteration 59Q: 3 clusters Score -2887902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2887909.500000 Penalty: 5010.983398
	Iteration 60F: 3 clusters Score -2887910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2887918.250000 Penalty: 5010.983398
	Iteration 61Q: 3 clusters Score -2887918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2887924.750000 Penalty: 5010.983398
	Iteration 62Q: 3 clusters Score -2887925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2887934.000000 Penalty: 5010.983398
	Iteration 63Q: 3 clusters Score -2887934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2887936.250000 Penalty: 5010.983398
	Iteration 64Q: 3 clusters Score -2887936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2887938.500000 Penalty: 5010.983398
	Iteration 65Q: 3 clusters Score -2887938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2887944.250000 Penalty: 5010.983398
	Iteration 66Q: 3 clusters Score -2887944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2887954.750000 Penalty: 5010.983398
	Iteration 67Q: 3 clusters Score -2887955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2887951.750000 Penalty: 5010.983398
	Iteration 68Q: 3 clusters Score -2887952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2887948.750000 Penalty: 5010.983398
	Iteration 69Q: 3 clusters Score -2887949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2887957.500000 Penalty: 5010.983398
	Iteration 70Q: 3 clusters Score -2887958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2887959.000000 Penalty: 5010.983398
	Iteration 71Q: 3 clusters Score -2887959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2887960.500000 Penalty: 5010.983398
	Iteration 72Q: 3 clusters Score -2887960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2887964.500000 Penalty: 5010.983398
	Iteration 73Q: 3 clusters Score -2887964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2887959.250000 Penalty: 5010.983398
	Iteration 74Q: 3 clusters Score -2887959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2887963.750000 Penalty: 5010.983398
	Iteration 75Q: 3 clusters Score -2887964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2887961.500000 Penalty: 5010.983398
	Iteration 76Q: 3 clusters Score -2887962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2887967.000000 Penalty: 5010.983398
	Iteration 77Q: 3 clusters Score -2887967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2887968.750000 Penalty: 5010.983398
	Iteration 78Q: 3 clusters Score -2887969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2887967.750000 Penalty: 5010.983398
	Iteration 79Q: 3 clusters Score -2887968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2887969.250000 Penalty: 5010.983398
	Iteration 80F: 3 clusters Score -2887969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2887973.750000 Penalty: 5010.983398
	Iteration 81Q: 3 clusters Score -2887974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2887972.500000 Penalty: 5010.983398
	Iteration 82Q: 3 clusters Score -2887972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2887973.500000 Penalty: 5010.983398
	Iteration 83Q: 3 clusters Score -2887974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2887971.250000 Penalty: 5010.983398
	Iteration 84Q: 3 clusters Score -2887971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2887974.500000 Penalty: 5010.983398
	Iteration 85Q: 3 clusters Score -2887974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2887974.000000 Penalty: 5010.983398
	Iteration 86Q: 3 clusters Score -2887974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2887974.750000 Penalty: 5010.983398
	Iteration 87Q: 3 clusters Score -2887975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2887977.750000 Penalty: 5010.983398
	Iteration 88Q: 3 clusters Score -2887978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2887974.500000 Penalty: 5010.983398
	Iteration 89Q: 3 clusters Score -2887974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2887975.500000 Penalty: 5010.983398
	Iteration 90Q: 3 clusters Score -2887976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2887973.750000 Penalty: 5010.983398
	Iteration 91Q: 3 clusters Score -2887974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2887974.500000 Penalty: 5010.983398
	Iteration 92Q: 3 clusters Score -2887974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2887974.500000 Penalty: 5010.983398
	Iteration 93F: 3 clusters Score -2887974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Entering Unmasked Estep 
Score: -1488114.750000 Penalty: 2339.146729
	Iteration 0F: 2 clusters Score -1488115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1478905.750000 Penalty: 4678.293457
	Iteration 0F: 3 clusters Score -1478906 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1481739.750000 Penalty: 4678.293457
	Iteration 1F: 3 clusters Score -1481740 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1482145.000000 Penalty: 4678.293457
	Iteration 2F: 3 clusters Score -1482145 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1482512.875000 Penalty: 4678.293457
	Iteration 3F: 3 clusters Score -1482513 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1482878.375000 Penalty: 4678.293457
	Iteration 4F: 3 clusters Score -1482878 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1483268.000000 Penalty: 4678.293457
	Iteration 5Q: 3 clusters Score -1483268 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1483734.000000 Penalty: 4678.293457
	Iteration 6F: 3 clusters Score -1483734 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1484303.000000 Penalty: 4678.293457
	Iteration 7F: 3 clusters Score -1484303 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1484896.500000 Penalty: 4678.293457
	Iteration 8F: 3 clusters Score -1484896 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1485400.500000 Penalty: 4678.293457
	Iteration 9F: 3 clusters Score -1485400 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1485780.875000 Penalty: 4678.293457
	Iteration 10Q: 3 clusters Score -1485781 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1486074.250000 Penalty: 4678.293457
	Iteration 11Q: 3 clusters Score -1486074 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1486320.750000 Penalty: 4678.293457
	Iteration 12Q: 3 clusters Score -1486321 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1486555.125000 Penalty: 4678.293457
	Iteration 13Q: 3 clusters Score -1486555 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1486759.875000 Penalty: 4678.293457
	Iteration 14Q: 3 clusters Score -1486760 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1486948.875000 Penalty: 4678.293457
	Iteration 15Q: 3 clusters Score -1486949 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1487074.625000 Penalty: 4678.293457
	Iteration 16Q: 3 clusters Score -1487075 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1487171.125000 Penalty: 4678.293457
	Iteration 17Q: 3 clusters Score -1487171 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1487227.625000 Penalty: 4678.293457
	Iteration 18Q: 3 clusters Score -1487228 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1487252.875000 Penalty: 4678.293457
	Iteration 19Q: 3 clusters Score -1487253 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1487274.250000 Penalty: 4678.293457
	Iteration 20F: 3 clusters Score -1487274 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1487287.125000 Penalty: 4678.293457
	Iteration 21Q: 3 clusters Score -1487287 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1487294.000000 Penalty: 4678.293457
	Iteration 22Q: 3 clusters Score -1487294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1487296.500000 Penalty: 4678.293457
	Iteration 23Q: 3 clusters Score -1487296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1487302.625000 Penalty: 4678.293457
	Iteration 24Q: 3 clusters Score -1487303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1487307.625000 Penalty: 4678.293457
	Iteration 25Q: 3 clusters Score -1487308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1487310.750000 Penalty: 4678.293457
	Iteration 26Q: 3 clusters Score -1487311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1487314.375000 Penalty: 4678.293457
	Iteration 27Q: 3 clusters Score -1487314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1487315.125000 Penalty: 4678.293457
	Iteration 28Q: 3 clusters Score -1487315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1487320.125000 Penalty: 4678.293457
	Iteration 29Q: 3 clusters Score -1487320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1487324.500000 Penalty: 4678.293457
	Iteration 30Q: 3 clusters Score -1487324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1487323.500000 Penalty: 4678.293457
	Iteration 31Q: 3 clusters Score -1487324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1487329.500000 Penalty: 4678.293457
	Iteration 32Q: 3 clusters Score -1487330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1487332.750000 Penalty: 4678.293457
	Iteration 33Q: 3 clusters Score -1487333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1487329.375000 Penalty: 4678.293457
	Iteration 34Q: 3 clusters Score -1487329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1487328.750000 Penalty: 4678.293457
	Iteration 35Q: 3 clusters Score -1487329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1487330.500000 Penalty: 4678.293457
	Iteration 36Q: 3 clusters Score -1487330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1487332.500000 Penalty: 4678.293457
	Iteration 37Q: 3 clusters Score -1487332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1487332.125000 Penalty: 4678.293457
	Iteration 38Q: 3 clusters Score -1487332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1487332.500000 Penalty: 4678.293457
	Iteration 39Q: 3 clusters Score -1487332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1487332.500000 Penalty: 4678.293457
	Iteration 40F: 3 clusters Score -1487332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (228069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228069 members 
Entering Unmasked Estep 
Score: -27998398.000000 Penalty: 3059.676025
	Iteration 0F: 2 clusters Score -2.79984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113743 members 
Mstep: Class 2 contains 114326 members 
Entering Unmasked Estep 
Score: -27847368.000000 Penalty: 6119.352051
	Iteration 0F: 3 clusters Score -2.784737e+07 nChanged 109970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108295 members 
Mstep: Class 2 contains 119774 members 
Entering Unmasked Estep 
Score: -27911914.000000 Penalty: 6119.352051
	Iteration 1F: 3 clusters Score -2.791191e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104841 members 
Mstep: Class 2 contains 123228 members 
Entering Unmasked Estep 
Score: -27913442.000000 Penalty: 6119.352051
	Iteration 2Q: 3 clusters Score -2.791344e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99538 members 
Mstep: Class 2 contains 128531 members 
Entering Unmasked Estep 
Score: -27916218.000000 Penalty: 6119.352051
	Iteration 3Q: 3 clusters Score -2.791622e+07 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91813 members 
Mstep: Class 2 contains 136256 members 
Entering Unmasked Estep 
Score: -27920718.000000 Penalty: 6119.352051
	Iteration 4Q: 3 clusters Score -2.792072e+07 nChanged 12027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80942 members 
Mstep: Class 2 contains 147127 members 
Entering Unmasked Estep 
Score: -27928562.000000 Penalty: 6119.352051
	Iteration 5F: 3 clusters Score -2.792856e+07 nChanged 14786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66968 members 
Mstep: Class 2 contains 161101 members 
Entering Unmasked Estep 
Score: -27940556.000000 Penalty: 6119.352051
	Iteration 6F: 3 clusters Score -2.794056e+07 nChanged 15860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 176301 members 
Entering Unmasked Estep 
Score: -27954780.000000 Penalty: 6119.352051
	Iteration 7F: 3 clusters Score -2.795478e+07 nChanged 14121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 189776 members 
Entering Unmasked Estep 
Score: -27967388.000000 Penalty: 6119.352051
	Iteration 8F: 3 clusters Score -2.796739e+07 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 200351 members 
Entering Unmasked Estep 
Score: -27976558.000000 Penalty: 6119.352051
	Iteration 9Q: 3 clusters Score -2.797656e+07 nChanged 8398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 208577 members 
Entering Unmasked Estep 
Score: -27982972.000000 Penalty: 6119.352051
	Iteration 10Q: 3 clusters Score -2.798297e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 214814 members 
Entering Unmasked Estep 
Score: -27987564.000000 Penalty: 6119.352051
	Iteration 11Q: 3 clusters Score -2.798756e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 219414 members 
Entering Unmasked Estep 
Score: -27990656.000000 Penalty: 6119.352051
	Iteration 12Q: 3 clusters Score -2.799066e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 222578 members 
Entering Unmasked Estep 
Score: -27992620.000000 Penalty: 6119.352051
	Iteration 13Q: 3 clusters Score -2.799262e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 224553 members 
Entering Unmasked Estep 
Score: -27993952.000000 Penalty: 6119.352051
	Iteration 14Q: 3 clusters Score -2.799395e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 225749 members 
Entering Unmasked Estep 
Score: -27994742.000000 Penalty: 6119.352051
	Iteration 15Q: 3 clusters Score -2.799474e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 226430 members 
Entering Unmasked Estep 
Score: -27995110.000000 Penalty: 6119.352051
	Iteration 16Q: 3 clusters Score -2.799511e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 226824 members 
Entering Unmasked Estep 
Score: -27995362.000000 Penalty: 6119.352051
	Iteration 17Q: 3 clusters Score -2.799536e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 227051 members 
Entering Unmasked Estep 
Score: -27995508.000000 Penalty: 6119.352051
	Iteration 18Q: 3 clusters Score -2.799551e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 227193 members 
Entering Unmasked Estep 
Score: -27995558.000000 Penalty: 6119.352051
	Iteration 19Q: 3 clusters Score -2.799556e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 227286 members 
Entering Unmasked Estep 
Score: -27995654.000000 Penalty: 6119.352051
	Iteration 20F: 3 clusters Score -2.799565e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 227346 members 
Entering Unmasked Estep 
Score: -27995688.000000 Penalty: 6119.352051
	Iteration 21Q: 3 clusters Score -2.799569e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 227388 members 
Entering Unmasked Estep 
Score: -27995742.000000 Penalty: 6119.352051
	Iteration 22Q: 3 clusters Score -2.799574e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 227416 members 
Entering Unmasked Estep 
Score: -27995772.000000 Penalty: 6119.352051
	Iteration 23Q: 3 clusters Score -2.799577e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 227435 members 
Entering Unmasked Estep 
Score: -27995782.000000 Penalty: 6119.352051
	Iteration 24Q: 3 clusters Score -2.799578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 227444 members 
Entering Unmasked Estep 
Score: -27995782.000000 Penalty: 6119.352051
	Iteration 25Q: 3 clusters Score -2.799578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 227450 members 
Entering Unmasked Estep 
Score: -27995808.000000 Penalty: 6119.352051
	Iteration 26Q: 3 clusters Score -2.799581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 227455 members 
Entering Unmasked Estep 
Score: -27995820.000000 Penalty: 6119.352051
	Iteration 27Q: 3 clusters Score -2.799582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 227456 members 
Entering Unmasked Estep 
Score: -27995808.000000 Penalty: 6119.352051
	Iteration 28Q: 3 clusters Score -2.799581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 227461 members 
Entering Unmasked Estep 
Score: -27995820.000000 Penalty: 6119.352051
	Iteration 29Q: 3 clusters Score -2.799582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 227466 members 
Entering Unmasked Estep 
Score: -27995816.000000 Penalty: 6119.352051
	Iteration 30Q: 3 clusters Score -2.799582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 227470 members 
Entering Unmasked Estep 
Score: -27995854.000000 Penalty: 6119.352051
	Iteration 31Q: 3 clusters Score -2.799585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 227474 members 
Entering Unmasked Estep 
Score: -27995846.000000 Penalty: 6119.352051
	Iteration 32Q: 3 clusters Score -2.799585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 227477 members 
Entering Unmasked Estep 
Score: -27995832.000000 Penalty: 6119.352051
	Iteration 33Q: 3 clusters Score -2.799583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 227478 members 
Entering Unmasked Estep 
Score: -27995834.000000 Penalty: 6119.352051
	Iteration 34Q: 3 clusters Score -2.799583e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 227480 members 
Entering Unmasked Estep 
Score: -27995852.000000 Penalty: 6119.352051
	Iteration 35Q: 3 clusters Score -2.799585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 227479 members 
Entering Unmasked Estep 
Score: -27995850.000000 Penalty: 6119.352051
	Iteration 36Q: 3 clusters Score -2.799585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 227479 members 
Entering Unmasked Estep 
Score: -27995850.000000 Penalty: 6119.352051
	Iteration 37F: 3 clusters Score -2.799585e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Entering Unmasked Estep 
Score: -424639.500000 Penalty: 2040.123901
	Iteration 0F: 2 clusters Score -424639.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -420902.937500 Penalty: 4080.247803
	Iteration 0F: 3 clusters Score -420902.9 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -421820.156250 Penalty: 4080.247803
	Iteration 1F: 3 clusters Score -421820.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -422031.343750 Penalty: 4080.247803
	Iteration 2F: 3 clusters Score -422031.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -422183.562500 Penalty: 4080.247803
	Iteration 3F: 3 clusters Score -422183.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -422302.218750 Penalty: 4080.247803
	Iteration 4Q: 3 clusters Score -422302.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -422394.343750 Penalty: 4080.247803
	Iteration 5Q: 3 clusters Score -422394.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -422481.156250 Penalty: 4080.247803
	Iteration 6Q: 3 clusters Score -422481.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -422593.375000 Penalty: 4080.247803
	Iteration 7Q: 3 clusters Score -422593.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -422734.531250 Penalty: 4080.247803
	Iteration 8Q: 3 clusters Score -422734.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -422920.843750 Penalty: 4080.247803
	Iteration 9Q: 3 clusters Score -422920.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -423226.250000 Penalty: 4080.247803
	Iteration 10Q: 3 clusters Score -423226.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -423799.312500 Penalty: 4080.247803
	Iteration 11F: 3 clusters Score -423799.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -424313.656250 Penalty: 4080.247803
	Iteration 12F: 3 clusters Score -424313.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -424612.218750 Penalty: 4080.247803
	Iteration 13Q: 3 clusters Score -424612.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -424786.750000 Penalty: 4080.247803
	Iteration 14Q: 3 clusters Score -424786.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -424877.718750 Penalty: 4080.247803
	Iteration 15Q: 3 clusters Score -424877.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -424929.906250 Penalty: 4080.247803
	Iteration 16Q: 3 clusters Score -424929.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -424964.375000 Penalty: 4080.247803
	Iteration 17Q: 3 clusters Score -424964.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -425007.156250 Penalty: 4080.247803
	Iteration 18Q: 3 clusters Score -425007.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -425052.093750 Penalty: 4080.247803
	Iteration 19Q: 3 clusters Score -425052.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -425116.968750 Penalty: 4080.247803
	Iteration 20F: 3 clusters Score -425117 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -425166.312500 Penalty: 4080.247803
	Iteration 21Q: 3 clusters Score -425166.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -425175.687500 Penalty: 4080.247803
	Iteration 22Q: 3 clusters Score -425175.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -425177.312500 Penalty: 4080.247803
	Iteration 23Q: 3 clusters Score -425177.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -425177.312500 Penalty: 4080.247803
	Iteration 24F: 3 clusters Score -425177.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 56739 members 
Mstep: Class 3 contains 6956 members 
Mstep: Class 4 contains 24411 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 228069 members 
Mstep: Class 7 contains 1770 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 160586 members 
Mstep: Class 12 contains 68163 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4341 members 
Mstep: Class 15 contains 195860 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32865 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 208629 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 50059 members 
Mstep: Class 22 contains 64614 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45569 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 1968 members 
Entering Unmasked Estep 
Score: -148072064.000000 Penalty: 118343.976562
Splitting cluster 7 changes total score from -148073648.000000 to -148072064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Entering Unmasked Estep 
Score: -788904.687500 Penalty: 2182.801758
	Iteration 0F: 2 clusters Score -788904.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -783389.125000 Penalty: 4365.603516
	Iteration 0F: 3 clusters Score -783389.1 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -784811.125000 Penalty: 4365.603516
	Iteration 1F: 3 clusters Score -784811.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -785098.437500 Penalty: 4365.603516
	Iteration 2F: 3 clusters Score -785098.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -785311.375000 Penalty: 4365.603516
	Iteration 3F: 3 clusters Score -785311.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -785455.500000 Penalty: 4365.603516
	Iteration 4Q: 3 clusters Score -785455.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -785597.000000 Penalty: 4365.603516
	Iteration 5Q: 3 clusters Score -785597 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -785755.937500 Penalty: 4365.603516
	Iteration 6Q: 3 clusters Score -785755.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -785954.625000 Penalty: 4365.603516
	Iteration 7Q: 3 clusters Score -785954.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -786170.125000 Penalty: 4365.603516
	Iteration 8Q: 3 clusters Score -786170.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -786432.625000 Penalty: 4365.603516
	Iteration 9Q: 3 clusters Score -786432.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -786674.250000 Penalty: 4365.603516
	Iteration 10Q: 3 clusters Score -786674.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -786894.687500 Penalty: 4365.603516
	Iteration 11Q: 3 clusters Score -786894.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -787104.625000 Penalty: 4365.603516
	Iteration 12Q: 3 clusters Score -787104.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -787242.687500 Penalty: 4365.603516
	Iteration 13Q: 3 clusters Score -787242.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -787334.562500 Penalty: 4365.603516
	Iteration 14Q: 3 clusters Score -787334.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -787396.812500 Penalty: 4365.603516
	Iteration 15Q: 3 clusters Score -787396.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -787435.875000 Penalty: 4365.603516
	Iteration 16Q: 3 clusters Score -787435.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -787457.875000 Penalty: 4365.603516
	Iteration 17Q: 3 clusters Score -787457.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -787473.687500 Penalty: 4365.603516
	Iteration 18Q: 3 clusters Score -787473.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -787484.125000 Penalty: 4365.603516
	Iteration 19Q: 3 clusters Score -787484.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -787493.187500 Penalty: 4365.603516
	Iteration 20F: 3 clusters Score -787493.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -787501.062500 Penalty: 4365.603516
	Iteration 21Q: 3 clusters Score -787501.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -787508.125000 Penalty: 4365.603516
	Iteration 22Q: 3 clusters Score -787508.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -787510.375000 Penalty: 4365.603516
	Iteration 23Q: 3 clusters Score -787510.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -787510.937500 Penalty: 4365.603516
	Iteration 24Q: 3 clusters Score -787510.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -787512.000000 Penalty: 4365.603516
	Iteration 25Q: 3 clusters Score -787512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -787515.562500 Penalty: 4365.603516
	Iteration 26Q: 3 clusters Score -787515.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -787514.812500 Penalty: 4365.603516
	Iteration 27Q: 3 clusters Score -787514.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -787514.937500 Penalty: 4365.603516
	Iteration 28Q: 3 clusters Score -787514.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -787514.937500 Penalty: 4365.603516
	Iteration 29F: 3 clusters Score -787514.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -82528.000000 Penalty: 1653.720581
	Iteration 0F: 2 clusters Score -82528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80757.031250 Penalty: 3307.441162
	Iteration 0F: 3 clusters Score -80757.03 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -81004.164062 Penalty: 3307.441162
	Iteration 1F: 3 clusters Score -81004.16 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -81110.890625 Penalty: 3307.441162
	Iteration 2F: 3 clusters Score -81110.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -81177.203125 Penalty: 3307.441162
	Iteration 3Q: 3 clusters Score -81177.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81244.398438 Penalty: 3307.441162
	Iteration 4Q: 3 clusters Score -81244.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -81314.476562 Penalty: 3307.441162
	Iteration 5Q: 3 clusters Score -81314.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -81393.460938 Penalty: 3307.441162
	Iteration 6Q: 3 clusters Score -81393.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -81542.898438 Penalty: 3307.441162
	Iteration 7Q: 3 clusters Score -81542.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -81698.648438 Penalty: 3307.441162
	Iteration 8Q: 3 clusters Score -81698.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -81798.445312 Penalty: 3307.441162
	Iteration 9Q: 3 clusters Score -81798.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -81946.289062 Penalty: 3307.441162
	Iteration 10Q: 3 clusters Score -81946.29 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -82193.656250 Penalty: 3307.441162
	Iteration 11F: 3 clusters Score -82193.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -82517.453125 Penalty: 3307.441162
	Iteration 12F: 3 clusters Score -82517.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -82877.609375 Penalty: 3307.441162
	Iteration 13Q: 3 clusters Score -82877.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -83541.070312 Penalty: 3307.441162
	Iteration 14Q: 3 clusters Score -83541.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83873.257812 Penalty: 3307.441162
	Iteration 15Q: 3 clusters Score -83873.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83873.257812 Penalty: 3307.441162
	Iteration 16F: 3 clusters Score -83873.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 56739 members 
Mstep: Class 3 contains 6956 members 
Mstep: Class 4 contains 24411 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 228069 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 437 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 160586 members 
Mstep: Class 12 contains 68163 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4341 members 
Mstep: Class 15 contains 195860 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32865 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 208629 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 50059 members 
Mstep: Class 22 contains 64614 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45569 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 350 members 
Entering Unmasked Estep 
Score: -148072464.000000 Penalty: 118343.976562
Splitting cluster 9 changes total score from -148073648.000000 to -148072464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Entering Unmasked Estep 
Score: -575210.750000 Penalty: 2113.056152
	Iteration 0F: 2 clusters Score -575210.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -570682.125000 Penalty: 4226.112305
	Iteration 0F: 3 clusters Score -570682.1 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -571921.500000 Penalty: 4226.112305
	Iteration 1F: 3 clusters Score -571921.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -572259.812500 Penalty: 4226.112305
	Iteration 2F: 3 clusters Score -572259.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -572544.625000 Penalty: 4226.112305
	Iteration 3F: 3 clusters Score -572544.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -572849.437500 Penalty: 4226.112305
	Iteration 4F: 3 clusters Score -572849.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -573177.500000 Penalty: 4226.112305
	Iteration 5F: 3 clusters Score -573177.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -573450.000000 Penalty: 4226.112305
	Iteration 6F: 3 clusters Score -573450 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -573679.312500 Penalty: 4226.112305
	Iteration 7F: 3 clusters Score -573679.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -573856.375000 Penalty: 4226.112305
	Iteration 8Q: 3 clusters Score -573856.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -574031.812500 Penalty: 4226.112305
	Iteration 9Q: 3 clusters Score -574031.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -574154.687500 Penalty: 4226.112305
	Iteration 10Q: 3 clusters Score -574154.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -574250.187500 Penalty: 4226.112305
	Iteration 11Q: 3 clusters Score -574250.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -574305.750000 Penalty: 4226.112305
	Iteration 12Q: 3 clusters Score -574305.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -574342.812500 Penalty: 4226.112305
	Iteration 13Q: 3 clusters Score -574342.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -574367.312500 Penalty: 4226.112305
	Iteration 14Q: 3 clusters Score -574367.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -574386.625000 Penalty: 4226.112305
	Iteration 15Q: 3 clusters Score -574386.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -574398.812500 Penalty: 4226.112305
	Iteration 16Q: 3 clusters Score -574398.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -574409.437500 Penalty: 4226.112305
	Iteration 17Q: 3 clusters Score -574409.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -574414.250000 Penalty: 4226.112305
	Iteration 18Q: 3 clusters Score -574414.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -574419.500000 Penalty: 4226.112305
	Iteration 19Q: 3 clusters Score -574419.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -574422.500000 Penalty: 4226.112305
	Iteration 20F: 3 clusters Score -574422.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -574424.687500 Penalty: 4226.112305
	Iteration 21Q: 3 clusters Score -574424.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -574425.625000 Penalty: 4226.112305
	Iteration 22Q: 3 clusters Score -574425.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -574425.625000 Penalty: 4226.112305
	Iteration 23F: 3 clusters Score -574425.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (160586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160586 members 
Entering Unmasked Estep 
Score: -19585728.000000 Penalty: 2972.673096
	Iteration 0F: 2 clusters Score -1.958573e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80489 members 
Mstep: Class 2 contains 80097 members 
Entering Unmasked Estep 
Score: -19478426.000000 Penalty: 5945.346191
	Iteration 0F: 3 clusters Score -1.947843e+07 nChanged 76657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Mstep: Class 2 contains 77874 members 
Entering Unmasked Estep 
Score: -19522852.000000 Penalty: 5945.346191
	Iteration 1F: 3 clusters Score -1.952285e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 76263 members 
Entering Unmasked Estep 
Score: -19523832.000000 Penalty: 5945.346191
	Iteration 2Q: 3 clusters Score -1.952383e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86779 members 
Mstep: Class 2 contains 73807 members 
Entering Unmasked Estep 
Score: -19524784.000000 Penalty: 5945.346191
	Iteration 3Q: 3 clusters Score -1.952478e+07 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90547 members 
Mstep: Class 2 contains 70039 members 
Entering Unmasked Estep 
Score: -19526126.000000 Penalty: 5945.346191
	Iteration 4Q: 3 clusters Score -1.952613e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96059 members 
Mstep: Class 2 contains 64527 members 
Entering Unmasked Estep 
Score: -19528654.000000 Penalty: 5945.346191
	Iteration 5Q: 3 clusters Score -1.952865e+07 nChanged 8501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104200 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -19533186.000000 Penalty: 5945.346191
	Iteration 6F: 3 clusters Score -1.953319e+07 nChanged 11497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115503 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -19540964.000000 Penalty: 5945.346191
	Iteration 7F: 3 clusters Score -1.954096e+07 nChanged 13870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129265 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -19552886.000000 Penalty: 5945.346191
	Iteration 8F: 3 clusters Score -1.955289e+07 nChanged 13496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142691 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -19565996.000000 Penalty: 5945.346191
	Iteration 9F: 3 clusters Score -1.9566e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152241 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -19575598.000000 Penalty: 5945.346191
	Iteration 10F: 3 clusters Score -1.95756e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156994 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -19580280.000000 Penalty: 5945.346191
	Iteration 11Q: 3 clusters Score -1.958028e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158778 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -19581988.000000 Penalty: 5945.346191
	Iteration 12Q: 3 clusters Score -1.958199e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159371 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -19582624.000000 Penalty: 5945.346191
	Iteration 13Q: 3 clusters Score -1.958262e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159574 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -19582940.000000 Penalty: 5945.346191
	Iteration 14Q: 3 clusters Score -1.958294e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159639 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -19583132.000000 Penalty: 5945.346191
	Iteration 15Q: 3 clusters Score -1.958313e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159674 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -19583230.000000 Penalty: 5945.346191
	Iteration 16Q: 3 clusters Score -1.958323e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159687 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -19583252.000000 Penalty: 5945.346191
	Iteration 17Q: 3 clusters Score -1.958325e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159689 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -19583326.000000 Penalty: 5945.346191
	Iteration 18Q: 3 clusters Score -1.958333e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159696 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -19583364.000000 Penalty: 5945.346191
	Iteration 19Q: 3 clusters Score -1.958336e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159699 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -19583376.000000 Penalty: 5945.346191
	Iteration 20F: 3 clusters Score -1.958338e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159701 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -19583388.000000 Penalty: 5945.346191
	Iteration 21Q: 3 clusters Score -1.958339e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159702 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -19583398.000000 Penalty: 5945.346191
	Iteration 22Q: 3 clusters Score -1.95834e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159692 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -19583410.000000 Penalty: 5945.346191
	Iteration 23Q: 3 clusters Score -1.958341e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159689 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -19583440.000000 Penalty: 5945.346191
	Iteration 24Q: 3 clusters Score -1.958344e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159687 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -19583442.000000 Penalty: 5945.346191
	Iteration 25Q: 3 clusters Score -1.958344e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159686 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -19583460.000000 Penalty: 5945.346191
	Iteration 26Q: 3 clusters Score -1.958346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159685 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -19583476.000000 Penalty: 5945.346191
	Iteration 27Q: 3 clusters Score -1.958348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159686 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -19583472.000000 Penalty: 5945.346191
	Iteration 28Q: 3 clusters Score -1.958347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159689 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -19583472.000000 Penalty: 5945.346191
	Iteration 29Q: 3 clusters Score -1.958347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159691 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -19583486.000000 Penalty: 5945.346191
	Iteration 30Q: 3 clusters Score -1.958349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159690 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -19583482.000000 Penalty: 5945.346191
	Iteration 31Q: 3 clusters Score -1.958348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159692 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -19583500.000000 Penalty: 5945.346191
	Iteration 32Q: 3 clusters Score -1.95835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159690 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -19583506.000000 Penalty: 5945.346191
	Iteration 33Q: 3 clusters Score -1.958351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159691 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -19583500.000000 Penalty: 5945.346191
	Iteration 34Q: 3 clusters Score -1.95835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159693 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -19583504.000000 Penalty: 5945.346191
	Iteration 35Q: 3 clusters Score -1.95835e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159691 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -19583504.000000 Penalty: 5945.346191
	Iteration 36Q: 3 clusters Score -1.95835e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159692 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -19583504.000000 Penalty: 5945.346191
	Iteration 37Q: 3 clusters Score -1.95835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159693 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -19583498.000000 Penalty: 5945.346191
	Iteration 38Q: 3 clusters Score -1.95835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159692 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -19583506.000000 Penalty: 5945.346191
	Iteration 39Q: 3 clusters Score -1.958351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159690 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -19583504.000000 Penalty: 5945.346191
	Iteration 40F: 3 clusters Score -1.95835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159689 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -19583502.000000 Penalty: 5945.346191
	Iteration 41Q: 3 clusters Score -1.95835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159686 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -19583504.000000 Penalty: 5945.346191
	Iteration 42Q: 3 clusters Score -1.95835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159683 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -19583512.000000 Penalty: 5945.346191
	Iteration 43Q: 3 clusters Score -1.958351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159681 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -19583514.000000 Penalty: 5945.346191
	Iteration 44Q: 3 clusters Score -1.958351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159678 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -19583510.000000 Penalty: 5945.346191
	Iteration 45Q: 3 clusters Score -1.958351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159677 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -19583514.000000 Penalty: 5945.346191
	Iteration 46Q: 3 clusters Score -1.958351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159676 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -19583520.000000 Penalty: 5945.346191
	Iteration 47Q: 3 clusters Score -1.958352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159677 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -19583522.000000 Penalty: 5945.346191
	Iteration 48Q: 3 clusters Score -1.958352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159679 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -19583516.000000 Penalty: 5945.346191
	Iteration 49Q: 3 clusters Score -1.958352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159678 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -19583526.000000 Penalty: 5945.346191
	Iteration 50Q: 3 clusters Score -1.958353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159678 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -19583518.000000 Penalty: 5945.346191
	Iteration 51Q: 3 clusters Score -1.958352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159677 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -19583524.000000 Penalty: 5945.346191
	Iteration 52Q: 3 clusters Score -1.958352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159676 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -19583522.000000 Penalty: 5945.346191
	Iteration 53Q: 3 clusters Score -1.958352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159676 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -19583522.000000 Penalty: 5945.346191
	Iteration 54F: 3 clusters Score -1.958352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68163 members 
Entering Unmasked Estep 
Score: -7792532.000000 Penalty: 2760.154785
	Iteration 0F: 2 clusters Score -7792532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -7746961.000000 Penalty: 5520.309570
	Iteration 0F: 3 clusters Score -7746961 nChanged 31816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -7765694.000000 Penalty: 5520.309570
	Iteration 1F: 3 clusters Score -7765694 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -7767267.500000 Penalty: 5520.309570
	Iteration 2F: 3 clusters Score -7767268 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -7769162.000000 Penalty: 5520.309570
	Iteration 3F: 3 clusters Score -7769162 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -7771307.500000 Penalty: 5520.309570
	Iteration 4F: 3 clusters Score -7771308 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -7773591.500000 Penalty: 5520.309570
	Iteration 5F: 3 clusters Score -7773592 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -7775913.500000 Penalty: 5520.309570
	Iteration 6F: 3 clusters Score -7775914 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -7778216.000000 Penalty: 5520.309570
	Iteration 7F: 3 clusters Score -7778216 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -7780162.000000 Penalty: 5520.309570
	Iteration 8Q: 3 clusters Score -7780162 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -7781819.000000 Penalty: 5520.309570
	Iteration 9Q: 3 clusters Score -7781819 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50753 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -7782990.000000 Penalty: 5520.309570
	Iteration 10Q: 3 clusters Score -7782990 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -7783773.500000 Penalty: 5520.309570
	Iteration 11Q: 3 clusters Score -7783774 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53373 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -7784355.500000 Penalty: 5520.309570
	Iteration 12Q: 3 clusters Score -7784356 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -7784865.000000 Penalty: 5520.309570
	Iteration 13Q: 3 clusters Score -7784865 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55722 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -7785366.000000 Penalty: 5520.309570
	Iteration 14Q: 3 clusters Score -7785366 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56851 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -7785910.500000 Penalty: 5520.309570
	Iteration 15Q: 3 clusters Score -7785910 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -7786441.000000 Penalty: 5520.309570
	Iteration 16Q: 3 clusters Score -7786441 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59049 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -7786947.500000 Penalty: 5520.309570
	Iteration 17Q: 3 clusters Score -7786948 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -7787452.500000 Penalty: 5520.309570
	Iteration 18Q: 3 clusters Score -7787452 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60967 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -7788065.500000 Penalty: 5520.309570
	Iteration 19Q: 3 clusters Score -7788066 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61810 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -7788584.000000 Penalty: 5520.309570
	Iteration 20F: 3 clusters Score -7788584 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -7789037.000000 Penalty: 5520.309570
	Iteration 21Q: 3 clusters Score -7789037 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -7789461.000000 Penalty: 5520.309570
	Iteration 22Q: 3 clusters Score -7789461 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -7789890.500000 Penalty: 5520.309570
	Iteration 23Q: 3 clusters Score -7789890 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64216 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -7790210.000000 Penalty: 5520.309570
	Iteration 24Q: 3 clusters Score -7790210 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64566 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -7790451.500000 Penalty: 5520.309570
	Iteration 25Q: 3 clusters Score -7790452 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64835 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -7790648.000000 Penalty: 5520.309570
	Iteration 26Q: 3 clusters Score -7790648 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65039 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -7790809.500000 Penalty: 5520.309570
	Iteration 27Q: 3 clusters Score -7790810 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65195 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -7790935.000000 Penalty: 5520.309570
	Iteration 28Q: 3 clusters Score -7790935 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65311 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -7791035.500000 Penalty: 5520.309570
	Iteration 29Q: 3 clusters Score -7791036 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65419 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -7791103.000000 Penalty: 5520.309570
	Iteration 30Q: 3 clusters Score -7791103 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65513 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -7791151.000000 Penalty: 5520.309570
	Iteration 31Q: 3 clusters Score -7791151 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65595 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -7791220.000000 Penalty: 5520.309570
	Iteration 32Q: 3 clusters Score -7791220 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65662 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -7791296.000000 Penalty: 5520.309570
	Iteration 33Q: 3 clusters Score -7791296 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65710 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7791337.500000 Penalty: 5520.309570
	Iteration 34Q: 3 clusters Score -7791338 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -7791402.000000 Penalty: 5520.309570
	Iteration 35Q: 3 clusters Score -7791402 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65806 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7791435.000000 Penalty: 5520.309570
	Iteration 36Q: 3 clusters Score -7791435 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -7791518.500000 Penalty: 5520.309570
	Iteration 37Q: 3 clusters Score -7791518 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65880 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -7791591.000000 Penalty: 5520.309570
	Iteration 38Q: 3 clusters Score -7791591 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65918 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -7791649.500000 Penalty: 5520.309570
	Iteration 39Q: 3 clusters Score -7791650 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65940 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -7791726.000000 Penalty: 5520.309570
	Iteration 40F: 3 clusters Score -7791726 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65915 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -7791776.500000 Penalty: 5520.309570
	Iteration 41Q: 3 clusters Score -7791776 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65894 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -7791817.500000 Penalty: 5520.309570
	Iteration 42Q: 3 clusters Score -7791818 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65870 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -7791836.000000 Penalty: 5520.309570
	Iteration 43Q: 3 clusters Score -7791836 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65846 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7791866.500000 Penalty: 5520.309570
	Iteration 44Q: 3 clusters Score -7791866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7791873.000000 Penalty: 5520.309570
	Iteration 45Q: 3 clusters Score -7791873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65819 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7791885.000000 Penalty: 5520.309570
	Iteration 46Q: 3 clusters Score -7791885 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65810 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -7791885.000000 Penalty: 5520.309570
	Iteration 47Q: 3 clusters Score -7791885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -7791898.000000 Penalty: 5520.309570
	Iteration 48Q: 3 clusters Score -7791898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65793 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -7791895.500000 Penalty: 5520.309570
	Iteration 49Q: 3 clusters Score -7791896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65785 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7791892.500000 Penalty: 5520.309570
	Iteration 50Q: 3 clusters Score -7791892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -7791918.000000 Penalty: 5520.309570
	Iteration 51Q: 3 clusters Score -7791918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65777 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7791931.000000 Penalty: 5520.309570
	Iteration 52Q: 3 clusters Score -7791931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -7791927.500000 Penalty: 5520.309570
	Iteration 53Q: 3 clusters Score -7791928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65769 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -7791936.500000 Penalty: 5520.309570
	Iteration 54Q: 3 clusters Score -7791936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65764 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -7791944.500000 Penalty: 5520.309570
	Iteration 55Q: 3 clusters Score -7791944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65761 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7791951.000000 Penalty: 5520.309570
	Iteration 56Q: 3 clusters Score -7791951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65758 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7791945.500000 Penalty: 5520.309570
	Iteration 57Q: 3 clusters Score -7791946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65756 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -7791947.500000 Penalty: 5520.309570
	Iteration 58Q: 3 clusters Score -7791948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65753 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -7791954.500000 Penalty: 5520.309570
	Iteration 59Q: 3 clusters Score -7791954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65747 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -7791955.000000 Penalty: 5520.309570
	Iteration 60F: 3 clusters Score -7791955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65746 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -7791953.500000 Penalty: 5520.309570
	Iteration 61Q: 3 clusters Score -7791954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65745 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -7791950.500000 Penalty: 5520.309570
	Iteration 62Q: 3 clusters Score -7791950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7791951.000000 Penalty: 5520.309570
	Iteration 63Q: 3 clusters Score -7791951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7791951.000000 Penalty: 5520.309570
	Iteration 64F: 3 clusters Score -7791951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -32155.707031 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -32155.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30908.992188 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -30908.99 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31073.849609 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -31073.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31100.941406 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -31100.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31104.644531 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -31104.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31104.644531 Penalty: 2877.850586
	Iteration 4F: 3 clusters Score -31104.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Entering Unmasked Estep 
Score: -478189.031250 Penalty: 2077.213379
	Iteration 0F: 2 clusters Score -478189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -474129.656250 Penalty: 4154.426758
	Iteration 0F: 3 clusters Score -474129.7 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -475161.937500 Penalty: 4154.426758
	Iteration 1F: 3 clusters Score -475161.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -475508.812500 Penalty: 4154.426758
	Iteration 2F: 3 clusters Score -475508.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -475817.468750 Penalty: 4154.426758
	Iteration 3F: 3 clusters Score -475817.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -476051.031250 Penalty: 4154.426758
	Iteration 4F: 3 clusters Score -476051 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -476217.937500 Penalty: 4154.426758
	Iteration 5F: 3 clusters Score -476217.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -476340.937500 Penalty: 4154.426758
	Iteration 6Q: 3 clusters Score -476340.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -476459.375000 Penalty: 4154.426758
	Iteration 7Q: 3 clusters Score -476459.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -476585.718750 Penalty: 4154.426758
	Iteration 8Q: 3 clusters Score -476585.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -476685.312500 Penalty: 4154.426758
	Iteration 9Q: 3 clusters Score -476685.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -476762.593750 Penalty: 4154.426758
	Iteration 10Q: 3 clusters Score -476762.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -476821.125000 Penalty: 4154.426758
	Iteration 11Q: 3 clusters Score -476821.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -476891.125000 Penalty: 4154.426758
	Iteration 12Q: 3 clusters Score -476891.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -476950.406250 Penalty: 4154.426758
	Iteration 13Q: 3 clusters Score -476950.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -476985.687500 Penalty: 4154.426758
	Iteration 14Q: 3 clusters Score -476985.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -477013.500000 Penalty: 4154.426758
	Iteration 15Q: 3 clusters Score -477013.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -477042.250000 Penalty: 4154.426758
	Iteration 16Q: 3 clusters Score -477042.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -477072.375000 Penalty: 4154.426758
	Iteration 17Q: 3 clusters Score -477072.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -477110.375000 Penalty: 4154.426758
	Iteration 18Q: 3 clusters Score -477110.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -477152.593750 Penalty: 4154.426758
	Iteration 19Q: 3 clusters Score -477152.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -477191.437500 Penalty: 4154.426758
	Iteration 20F: 3 clusters Score -477191.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -477238.781250 Penalty: 4154.426758
	Iteration 21Q: 3 clusters Score -477238.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -477279.875000 Penalty: 4154.426758
	Iteration 22Q: 3 clusters Score -477279.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -477325.593750 Penalty: 4154.426758
	Iteration 23Q: 3 clusters Score -477325.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -477376.375000 Penalty: 4154.426758
	Iteration 24Q: 3 clusters Score -477376.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -477424.125000 Penalty: 4154.426758
	Iteration 25Q: 3 clusters Score -477424.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -477473.875000 Penalty: 4154.426758
	Iteration 26Q: 3 clusters Score -477473.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -477534.531250 Penalty: 4154.426758
	Iteration 27Q: 3 clusters Score -477534.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -477579.531250 Penalty: 4154.426758
	Iteration 28Q: 3 clusters Score -477579.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -477606.531250 Penalty: 4154.426758
	Iteration 29Q: 3 clusters Score -477606.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -477626.000000 Penalty: 4154.426758
	Iteration 30Q: 3 clusters Score -477626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -477640.406250 Penalty: 4154.426758
	Iteration 31Q: 3 clusters Score -477640.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -477653.906250 Penalty: 4154.426758
	Iteration 32Q: 3 clusters Score -477653.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -477663.625000 Penalty: 4154.426758
	Iteration 33Q: 3 clusters Score -477663.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -477670.125000 Penalty: 4154.426758
	Iteration 34Q: 3 clusters Score -477670.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -477675.187500 Penalty: 4154.426758
	Iteration 35Q: 3 clusters Score -477675.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -477678.625000 Penalty: 4154.426758
	Iteration 36Q: 3 clusters Score -477678.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -477684.875000 Penalty: 4154.426758
	Iteration 37Q: 3 clusters Score -477684.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -477690.375000 Penalty: 4154.426758
	Iteration 38Q: 3 clusters Score -477690.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -477692.218750 Penalty: 4154.426758
	Iteration 39Q: 3 clusters Score -477692.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -477693.562500 Penalty: 4154.426758
	Iteration 40F: 3 clusters Score -477693.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -477694.906250 Penalty: 4154.426758
	Iteration 41Q: 3 clusters Score -477694.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -477697.500000 Penalty: 4154.426758
	Iteration 42Q: 3 clusters Score -477697.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -477698.625000 Penalty: 4154.426758
	Iteration 43Q: 3 clusters Score -477698.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -477700.718750 Penalty: 4154.426758
	Iteration 44Q: 3 clusters Score -477700.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -477701.375000 Penalty: 4154.426758
	Iteration 45Q: 3 clusters Score -477701.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -477702.875000 Penalty: 4154.426758
	Iteration 46Q: 3 clusters Score -477702.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -477707.093750 Penalty: 4154.426758
	Iteration 47Q: 3 clusters Score -477707.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -477709.968750 Penalty: 4154.426758
	Iteration 48Q: 3 clusters Score -477710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -477716.656250 Penalty: 4154.426758
	Iteration 49Q: 3 clusters Score -477716.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -477721.937500 Penalty: 4154.426758
	Iteration 50Q: 3 clusters Score -477721.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -477730.031250 Penalty: 4154.426758
	Iteration 51Q: 3 clusters Score -477730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -477735.906250 Penalty: 4154.426758
	Iteration 52Q: 3 clusters Score -477735.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -477739.718750 Penalty: 4154.426758
	Iteration 53Q: 3 clusters Score -477739.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -477744.312500 Penalty: 4154.426758
	Iteration 54Q: 3 clusters Score -477744.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -477748.375000 Penalty: 4154.426758
	Iteration 55Q: 3 clusters Score -477748.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -477749.968750 Penalty: 4154.426758
	Iteration 56Q: 3 clusters Score -477750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -477750.718750 Penalty: 4154.426758
	Iteration 57Q: 3 clusters Score -477750.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -477751.093750 Penalty: 4154.426758
	Iteration 58Q: 3 clusters Score -477751.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -477751.093750 Penalty: 4154.426758
	Iteration 59F: 3 clusters Score -477751.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (195860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195860 members 
Entering Unmasked Estep 
Score: -23869718.000000 Penalty: 3021.918701
	Iteration 0F: 2 clusters Score -2.386972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98289 members 
Mstep: Class 2 contains 97571 members 
Entering Unmasked Estep 
Score: -23740456.000000 Penalty: 6043.837402
	Iteration 0F: 3 clusters Score -2.374046e+07 nChanged 94199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104434 members 
Mstep: Class 2 contains 91426 members 
Entering Unmasked Estep 
Score: -23795698.000000 Penalty: 6043.837402
	Iteration 1F: 3 clusters Score -2.37957e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108313 members 
Mstep: Class 2 contains 87547 members 
Entering Unmasked Estep 
Score: -23797524.000000 Penalty: 6043.837402
	Iteration 2Q: 3 clusters Score -2.379752e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114205 members 
Mstep: Class 2 contains 81655 members 
Entering Unmasked Estep 
Score: -23800342.000000 Penalty: 6043.837402
	Iteration 3Q: 3 clusters Score -2.380034e+07 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122697 members 
Mstep: Class 2 contains 73163 members 
Entering Unmasked Estep 
Score: -23805106.000000 Penalty: 6043.837402
	Iteration 4Q: 3 clusters Score -2.380511e+07 nChanged 12661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134696 members 
Mstep: Class 2 contains 61164 members 
Entering Unmasked Estep 
Score: -23813334.000000 Penalty: 6043.837402
	Iteration 5F: 3 clusters Score -2.381333e+07 nChanged 15491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149859 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -23825740.000000 Penalty: 6043.837402
	Iteration 6F: 3 clusters Score -2.382574e+07 nChanged 16179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165924 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -23840710.000000 Penalty: 6043.837402
	Iteration 7F: 3 clusters Score -2.384071e+07 nChanged 13393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179279 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -23853026.000000 Penalty: 6043.837402
	Iteration 8F: 3 clusters Score -2.385303e+07 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187834 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -23860648.000000 Penalty: 6043.837402
	Iteration 9Q: 3 clusters Score -2.386065e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192231 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -23864336.000000 Penalty: 6043.837402
	Iteration 10Q: 3 clusters Score -2.386434e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194137 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -23865780.000000 Penalty: 6043.837402
	Iteration 11Q: 3 clusters Score -2.386578e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194887 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -23866452.000000 Penalty: 6043.837402
	Iteration 12Q: 3 clusters Score -2.386645e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195158 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -23866678.000000 Penalty: 6043.837402
	Iteration 13Q: 3 clusters Score -2.386668e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195273 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -23866854.000000 Penalty: 6043.837402
	Iteration 14Q: 3 clusters Score -2.386685e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195335 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -23866954.000000 Penalty: 6043.837402
	Iteration 15Q: 3 clusters Score -2.386695e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195363 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -23866988.000000 Penalty: 6043.837402
	Iteration 16Q: 3 clusters Score -2.386699e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195367 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -23866996.000000 Penalty: 6043.837402
	Iteration 17Q: 3 clusters Score -2.3867e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195379 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -23867034.000000 Penalty: 6043.837402
	Iteration 18Q: 3 clusters Score -2.386703e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195395 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -23867044.000000 Penalty: 6043.837402
	Iteration 19Q: 3 clusters Score -2.386704e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195404 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -23867048.000000 Penalty: 6043.837402
	Iteration 20F: 3 clusters Score -2.386705e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195410 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -23867088.000000 Penalty: 6043.837402
	Iteration 21Q: 3 clusters Score -2.386709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195418 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -23867082.000000 Penalty: 6043.837402
	Iteration 22Q: 3 clusters Score -2.386708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195419 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -23867088.000000 Penalty: 6043.837402
	Iteration 23Q: 3 clusters Score -2.386709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195422 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -23867090.000000 Penalty: 6043.837402
	Iteration 24Q: 3 clusters Score -2.386709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195427 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -23867106.000000 Penalty: 6043.837402
	Iteration 25Q: 3 clusters Score -2.386711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195432 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -23867118.000000 Penalty: 6043.837402
	Iteration 26Q: 3 clusters Score -2.386712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195432 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -23867124.000000 Penalty: 6043.837402
	Iteration 27Q: 3 clusters Score -2.386712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195432 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -23867124.000000 Penalty: 6043.837402
	Iteration 28F: 3 clusters Score -2.386712e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -154396.421875 Penalty: 1776.850708
	Iteration 0F: 2 clusters Score -154396.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -152276.000000 Penalty: 3553.701416
	Iteration 0F: 3 clusters Score -152276 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -152634.218750 Penalty: 3553.701416
	Iteration 1F: 3 clusters Score -152634.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -152760.484375 Penalty: 3553.701416
	Iteration 2F: 3 clusters Score -152760.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -152853.812500 Penalty: 3553.701416
	Iteration 3F: 3 clusters Score -152853.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -152958.000000 Penalty: 3553.701416
	Iteration 4Q: 3 clusters Score -152958 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -153038.593750 Penalty: 3553.701416
	Iteration 5Q: 3 clusters Score -153038.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -153103.187500 Penalty: 3553.701416
	Iteration 6Q: 3 clusters Score -153103.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -153165.468750 Penalty: 3553.701416
	Iteration 7Q: 3 clusters Score -153165.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -153220.609375 Penalty: 3553.701416
	Iteration 8Q: 3 clusters Score -153220.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -153305.390625 Penalty: 3553.701416
	Iteration 9Q: 3 clusters Score -153305.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -153391.984375 Penalty: 3553.701416
	Iteration 10Q: 3 clusters Score -153392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -153445.843750 Penalty: 3553.701416
	Iteration 11Q: 3 clusters Score -153445.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -153472.796875 Penalty: 3553.701416
	Iteration 12Q: 3 clusters Score -153472.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -153493.765625 Penalty: 3553.701416
	Iteration 13Q: 3 clusters Score -153493.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -153518.531250 Penalty: 3553.701416
	Iteration 14Q: 3 clusters Score -153518.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -153559.078125 Penalty: 3553.701416
	Iteration 15Q: 3 clusters Score -153559.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -153584.312500 Penalty: 3553.701416
	Iteration 16Q: 3 clusters Score -153584.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -153610.953125 Penalty: 3553.701416
	Iteration 17Q: 3 clusters Score -153611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -153656.453125 Penalty: 3553.701416
	Iteration 18Q: 3 clusters Score -153656.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -153673.609375 Penalty: 3553.701416
	Iteration 19Q: 3 clusters Score -153673.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -153704.750000 Penalty: 3553.701416
	Iteration 20F: 3 clusters Score -153704.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -153725.687500 Penalty: 3553.701416
	Iteration 21Q: 3 clusters Score -153725.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -153735.875000 Penalty: 3553.701416
	Iteration 22Q: 3 clusters Score -153735.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -153743.187500 Penalty: 3553.701416
	Iteration 23Q: 3 clusters Score -153743.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -153746.937500 Penalty: 3553.701416
	Iteration 24Q: 3 clusters Score -153746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -153749.703125 Penalty: 3553.701416
	Iteration 25Q: 3 clusters Score -153749.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -153749.703125 Penalty: 3553.701416
	Iteration 26F: 3 clusters Score -153749.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Entering Unmasked Estep 
Score: -3941178.250000 Penalty: 2579.240479
	Iteration 0F: 2 clusters Score -3941178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -3918585.250000 Penalty: 5158.480957
	Iteration 0F: 3 clusters Score -3918585 nChanged 14911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3926768.000000 Penalty: 5158.480957
	Iteration 1F: 3 clusters Score -3926768 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -3927205.000000 Penalty: 5158.480957
	Iteration 2Q: 3 clusters Score -3927205 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -3927555.250000 Penalty: 5158.480957
	Iteration 3Q: 3 clusters Score -3927555 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -3927842.000000 Penalty: 5158.480957
	Iteration 4Q: 3 clusters Score -3927842 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -3928101.750000 Penalty: 5158.480957
	Iteration 5Q: 3 clusters Score -3928102 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -3928384.750000 Penalty: 5158.480957
	Iteration 6Q: 3 clusters Score -3928385 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -3928717.750000 Penalty: 5158.480957
	Iteration 7Q: 3 clusters Score -3928718 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -3929084.000000 Penalty: 5158.480957
	Iteration 8Q: 3 clusters Score -3929084 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -3929658.250000 Penalty: 5158.480957
	Iteration 9Q: 3 clusters Score -3929658 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -3930433.000000 Penalty: 5158.480957
	Iteration 10Q: 3 clusters Score -3930433 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3931600.500000 Penalty: 5158.480957
	Iteration 11F: 3 clusters Score -3931600 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -3933232.250000 Penalty: 5158.480957
	Iteration 12F: 3 clusters Score -3933232 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -3935236.250000 Penalty: 5158.480957
	Iteration 13F: 3 clusters Score -3935236 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -3936875.750000 Penalty: 5158.480957
	Iteration 14F: 3 clusters Score -3936876 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -3938044.000000 Penalty: 5158.480957
	Iteration 15Q: 3 clusters Score -3938044 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -3938735.500000 Penalty: 5158.480957
	Iteration 16Q: 3 clusters Score -3938736 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -3939169.500000 Penalty: 5158.480957
	Iteration 17Q: 3 clusters Score -3939170 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -3939485.000000 Penalty: 5158.480957
	Iteration 18Q: 3 clusters Score -3939485 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -3939728.500000 Penalty: 5158.480957
	Iteration 19Q: 3 clusters Score -3939728 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -3939845.500000 Penalty: 5158.480957
	Iteration 20F: 3 clusters Score -3939846 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -3939907.250000 Penalty: 5158.480957
	Iteration 21Q: 3 clusters Score -3939907 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -3939947.750000 Penalty: 5158.480957
	Iteration 22Q: 3 clusters Score -3939948 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -3939965.500000 Penalty: 5158.480957
	Iteration 23Q: 3 clusters Score -3939966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -3939985.750000 Penalty: 5158.480957
	Iteration 24Q: 3 clusters Score -3939986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -3939987.000000 Penalty: 5158.480957
	Iteration 25Q: 3 clusters Score -3939987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -3939995.000000 Penalty: 5158.480957
	Iteration 26Q: 3 clusters Score -3939995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -3939993.500000 Penalty: 5158.480957
	Iteration 27Q: 3 clusters Score -3939994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -3939995.750000 Penalty: 5158.480957
	Iteration 28Q: 3 clusters Score -3939996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -3939996.250000 Penalty: 5158.480957
	Iteration 29Q: 3 clusters Score -3939996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -3939992.000000 Penalty: 5158.480957
	Iteration 30Q: 3 clusters Score -3939992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -3939992.250000 Penalty: 5158.480957
	Iteration 31Q: 3 clusters Score -3939992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -3939994.500000 Penalty: 5158.480957
	Iteration 32Q: 3 clusters Score -3939994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -3939996.000000 Penalty: 5158.480957
	Iteration 33Q: 3 clusters Score -3939996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -3939990.500000 Penalty: 5158.480957
	Iteration 34Q: 3 clusters Score -3939990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -3939998.500000 Penalty: 5158.480957
	Iteration 35Q: 3 clusters Score -3939998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -3939996.000000 Penalty: 5158.480957
	Iteration 36Q: 3 clusters Score -3939996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -3939999.000000 Penalty: 5158.480957
	Iteration 37Q: 3 clusters Score -3939999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -3940002.500000 Penalty: 5158.480957
	Iteration 38Q: 3 clusters Score -3940002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -3939998.250000 Penalty: 5158.480957
	Iteration 39Q: 3 clusters Score -3939998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -3940001.250000 Penalty: 5158.480957
	Iteration 40F: 3 clusters Score -3940001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -3940009.000000 Penalty: 5158.480957
	Iteration 41Q: 3 clusters Score -3940009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -3940009.000000 Penalty: 5158.480957
	Iteration 42Q: 3 clusters Score -3940009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -3940010.000000 Penalty: 5158.480957
	Iteration 43Q: 3 clusters Score -3940010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -3940013.250000 Penalty: 5158.480957
	Iteration 44Q: 3 clusters Score -3940013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -3940016.250000 Penalty: 5158.480957
	Iteration 45Q: 3 clusters Score -3940016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -3940018.500000 Penalty: 5158.480957
	Iteration 46Q: 3 clusters Score -3940018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -3940021.000000 Penalty: 5158.480957
	Iteration 47Q: 3 clusters Score -3940021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -3940026.500000 Penalty: 5158.480957
	Iteration 48Q: 3 clusters Score -3940026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -3940023.500000 Penalty: 5158.480957
	Iteration 49Q: 3 clusters Score -3940024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -3940031.250000 Penalty: 5158.480957
	Iteration 50Q: 3 clusters Score -3940031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -3940031.750000 Penalty: 5158.480957
	Iteration 51Q: 3 clusters Score -3940032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -3940035.750000 Penalty: 5158.480957
	Iteration 52Q: 3 clusters Score -3940036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -3940038.500000 Penalty: 5158.480957
	Iteration 53Q: 3 clusters Score -3940038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -3940035.250000 Penalty: 5158.480957
	Iteration 54Q: 3 clusters Score -3940035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -3940035.500000 Penalty: 5158.480957
	Iteration 55Q: 3 clusters Score -3940036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -3940036.500000 Penalty: 5158.480957
	Iteration 56Q: 3 clusters Score -3940036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -3940035.000000 Penalty: 5158.480957
	Iteration 57Q: 3 clusters Score -3940035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -3940034.000000 Penalty: 5158.480957
	Iteration 58Q: 3 clusters Score -3940034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -3940032.500000 Penalty: 5158.480957
	Iteration 59Q: 3 clusters Score -3940032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -3940031.250000 Penalty: 5158.480957
	Iteration 60F: 3 clusters Score -3940031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -3940026.750000 Penalty: 5158.480957
	Iteration 61Q: 3 clusters Score -3940027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -3940026.750000 Penalty: 5158.480957
	Iteration 62F: 3 clusters Score -3940027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Entering Unmasked Estep 
Score: -445323.875000 Penalty: 2046.994019
	Iteration 0F: 2 clusters Score -445323.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -441600.968750 Penalty: 4093.988037
	Iteration 0F: 3 clusters Score -441601 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -442449.468750 Penalty: 4093.988037
	Iteration 1F: 3 clusters Score -442449.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -442638.843750 Penalty: 4093.988037
	Iteration 2F: 3 clusters Score -442638.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -442810.312500 Penalty: 4093.988037
	Iteration 3Q: 3 clusters Score -442810.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -442987.187500 Penalty: 4093.988037
	Iteration 4Q: 3 clusters Score -442987.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -443161.718750 Penalty: 4093.988037
	Iteration 5Q: 3 clusters Score -443161.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -443321.187500 Penalty: 4093.988037
	Iteration 6Q: 3 clusters Score -443321.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -443512.406250 Penalty: 4093.988037
	Iteration 7Q: 3 clusters Score -443512.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -443716.218750 Penalty: 4093.988037
	Iteration 8Q: 3 clusters Score -443716.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -443911.031250 Penalty: 4093.988037
	Iteration 9Q: 3 clusters Score -443911 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -444058.718750 Penalty: 4093.988037
	Iteration 10Q: 3 clusters Score -444058.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -444179.312500 Penalty: 4093.988037
	Iteration 11Q: 3 clusters Score -444179.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -444287.875000 Penalty: 4093.988037
	Iteration 12Q: 3 clusters Score -444287.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -444374.687500 Penalty: 4093.988037
	Iteration 13Q: 3 clusters Score -444374.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -444427.093750 Penalty: 4093.988037
	Iteration 14Q: 3 clusters Score -444427.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -444473.562500 Penalty: 4093.988037
	Iteration 15Q: 3 clusters Score -444473.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -444514.031250 Penalty: 4093.988037
	Iteration 16Q: 3 clusters Score -444514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -444540.093750 Penalty: 4093.988037
	Iteration 17Q: 3 clusters Score -444540.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -444565.250000 Penalty: 4093.988037
	Iteration 18Q: 3 clusters Score -444565.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -444591.562500 Penalty: 4093.988037
	Iteration 19Q: 3 clusters Score -444591.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -444612.468750 Penalty: 4093.988037
	Iteration 20F: 3 clusters Score -444612.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -444628.156250 Penalty: 4093.988037
	Iteration 21Q: 3 clusters Score -444628.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -444645.343750 Penalty: 4093.988037
	Iteration 22Q: 3 clusters Score -444645.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -444660.125000 Penalty: 4093.988037
	Iteration 23Q: 3 clusters Score -444660.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -444669.437500 Penalty: 4093.988037
	Iteration 24Q: 3 clusters Score -444669.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -444673.375000 Penalty: 4093.988037
	Iteration 25Q: 3 clusters Score -444673.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -444675.875000 Penalty: 4093.988037
	Iteration 26Q: 3 clusters Score -444675.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -444679.968750 Penalty: 4093.988037
	Iteration 27Q: 3 clusters Score -444680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -444683.781250 Penalty: 4093.988037
	Iteration 28Q: 3 clusters Score -444683.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -444692.656250 Penalty: 4093.988037
	Iteration 29Q: 3 clusters Score -444692.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -444697.750000 Penalty: 4093.988037
	Iteration 30Q: 3 clusters Score -444697.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -444704.593750 Penalty: 4093.988037
	Iteration 31Q: 3 clusters Score -444704.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -444708.843750 Penalty: 4093.988037
	Iteration 32Q: 3 clusters Score -444708.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -444711.875000 Penalty: 4093.988037
	Iteration 33Q: 3 clusters Score -444711.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -444712.531250 Penalty: 4093.988037
	Iteration 34Q: 3 clusters Score -444712.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -444716.156250 Penalty: 4093.988037
	Iteration 35Q: 3 clusters Score -444716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -444717.468750 Penalty: 4093.988037
	Iteration 36Q: 3 clusters Score -444717.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -444719.343750 Penalty: 4093.988037
	Iteration 37Q: 3 clusters Score -444719.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -444721.593750 Penalty: 4093.988037
	Iteration 38Q: 3 clusters Score -444721.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -444723.531250 Penalty: 4093.988037
	Iteration 39Q: 3 clusters Score -444723.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -444724.375000 Penalty: 4093.988037
	Iteration 40F: 3 clusters Score -444724.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -444725.406250 Penalty: 4093.988037
	Iteration 41Q: 3 clusters Score -444725.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -444726.656250 Penalty: 4093.988037
	Iteration 42Q: 3 clusters Score -444726.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -444727.812500 Penalty: 4093.988037
	Iteration 43Q: 3 clusters Score -444727.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -444729.500000 Penalty: 4093.988037
	Iteration 44Q: 3 clusters Score -444729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -444730.250000 Penalty: 4093.988037
	Iteration 45Q: 3 clusters Score -444730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -444729.937500 Penalty: 4093.988037
	Iteration 46Q: 3 clusters Score -444729.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -444729.937500 Penalty: 4093.988037
	Iteration 47F: 3 clusters Score -444729.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (208629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208629 members 
Entering Unmasked Estep 
Score: -25669478.000000 Penalty: 3037.581543
	Iteration 0F: 2 clusters Score -2.566948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104080 members 
Mstep: Class 2 contains 104549 members 
Entering Unmasked Estep 
Score: -25532006.000000 Penalty: 6075.163086
	Iteration 0F: 3 clusters Score -2.553201e+07 nChanged 100618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97990 members 
Mstep: Class 2 contains 110639 members 
Entering Unmasked Estep 
Score: -25591914.000000 Penalty: 6075.163086
	Iteration 1F: 3 clusters Score -2.559191e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93858 members 
Mstep: Class 2 contains 114771 members 
Entering Unmasked Estep 
Score: -25594772.000000 Penalty: 6075.163086
	Iteration 2Q: 3 clusters Score -2.559477e+07 nChanged 10310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87564 members 
Mstep: Class 2 contains 121065 members 
Entering Unmasked Estep 
Score: -25599376.000000 Penalty: 6075.163086
	Iteration 3Q: 3 clusters Score -2.559938e+07 nChanged 12728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78504 members 
Mstep: Class 2 contains 130125 members 
Entering Unmasked Estep 
Score: -25606376.000000 Penalty: 6075.163086
	Iteration 4F: 3 clusters Score -2.560638e+07 nChanged 15065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 142126 members 
Entering Unmasked Estep 
Score: -25616740.000000 Penalty: 6075.163086
	Iteration 5F: 3 clusters Score -2.561674e+07 nChanged 16464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 156082 members 
Entering Unmasked Estep 
Score: -25630394.000000 Penalty: 6075.163086
	Iteration 6F: 3 clusters Score -2.563039e+07 nChanged 14628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 168806 members 
Entering Unmasked Estep 
Score: -25644386.000000 Penalty: 6075.163086
	Iteration 7F: 3 clusters Score -2.564439e+07 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 177721 members 
Entering Unmasked Estep 
Score: -25654502.000000 Penalty: 6075.163086
	Iteration 8F: 3 clusters Score -2.56545e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 182745 members 
Entering Unmasked Estep 
Score: -25659662.000000 Penalty: 6075.163086
	Iteration 9Q: 3 clusters Score -2.565966e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 185902 members 
Entering Unmasked Estep 
Score: -25661930.000000 Penalty: 6075.163086
	Iteration 10Q: 3 clusters Score -2.566193e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 188418 members 
Entering Unmasked Estep 
Score: -25662914.000000 Penalty: 6075.163086
	Iteration 11Q: 3 clusters Score -2.566291e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 190557 members 
Entering Unmasked Estep 
Score: -25663720.000000 Penalty: 6075.163086
	Iteration 12Q: 3 clusters Score -2.566372e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 192455 members 
Entering Unmasked Estep 
Score: -25664480.000000 Penalty: 6075.163086
	Iteration 13Q: 3 clusters Score -2.566448e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 194080 members 
Entering Unmasked Estep 
Score: -25664998.000000 Penalty: 6075.163086
	Iteration 14Q: 3 clusters Score -2.5665e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 195508 members 
Entering Unmasked Estep 
Score: -25665480.000000 Penalty: 6075.163086
	Iteration 15Q: 3 clusters Score -2.566548e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 196708 members 
Entering Unmasked Estep 
Score: -25666010.000000 Penalty: 6075.163086
	Iteration 16Q: 3 clusters Score -2.566601e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 197787 members 
Entering Unmasked Estep 
Score: -25666492.000000 Penalty: 6075.163086
	Iteration 17Q: 3 clusters Score -2.566649e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 198757 members 
Entering Unmasked Estep 
Score: -25666870.000000 Penalty: 6075.163086
	Iteration 18Q: 3 clusters Score -2.566687e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 199554 members 
Entering Unmasked Estep 
Score: -25667072.000000 Penalty: 6075.163086
	Iteration 19Q: 3 clusters Score -2.566707e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 200257 members 
Entering Unmasked Estep 
Score: -25667248.000000 Penalty: 6075.163086
	Iteration 20F: 3 clusters Score -2.566725e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 200862 members 
Entering Unmasked Estep 
Score: -25667388.000000 Penalty: 6075.163086
	Iteration 21Q: 3 clusters Score -2.566739e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 201406 members 
Entering Unmasked Estep 
Score: -25667480.000000 Penalty: 6075.163086
	Iteration 22Q: 3 clusters Score -2.566748e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 201888 members 
Entering Unmasked Estep 
Score: -25667606.000000 Penalty: 6075.163086
	Iteration 23Q: 3 clusters Score -2.566761e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 202298 members 
Entering Unmasked Estep 
Score: -25667678.000000 Penalty: 6075.163086
	Iteration 24Q: 3 clusters Score -2.566768e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 202653 members 
Entering Unmasked Estep 
Score: -25667796.000000 Penalty: 6075.163086
	Iteration 25Q: 3 clusters Score -2.56678e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 202947 members 
Entering Unmasked Estep 
Score: -25667866.000000 Penalty: 6075.163086
	Iteration 26Q: 3 clusters Score -2.566787e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 203202 members 
Entering Unmasked Estep 
Score: -25667878.000000 Penalty: 6075.163086
	Iteration 27Q: 3 clusters Score -2.566788e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 203400 members 
Entering Unmasked Estep 
Score: -25667926.000000 Penalty: 6075.163086
	Iteration 28Q: 3 clusters Score -2.566793e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 203572 members 
Entering Unmasked Estep 
Score: -25667970.000000 Penalty: 6075.163086
	Iteration 29Q: 3 clusters Score -2.566797e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 203727 members 
Entering Unmasked Estep 
Score: -25667966.000000 Penalty: 6075.163086
	Iteration 30Q: 3 clusters Score -2.566797e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 203877 members 
Entering Unmasked Estep 
Score: -25668018.000000 Penalty: 6075.163086
	Iteration 31Q: 3 clusters Score -2.566802e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 204022 members 
Entering Unmasked Estep 
Score: -25668012.000000 Penalty: 6075.163086
	Iteration 32Q: 3 clusters Score -2.566801e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 204143 members 
Entering Unmasked Estep 
Score: -25668080.000000 Penalty: 6075.163086
	Iteration 33Q: 3 clusters Score -2.566808e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 204246 members 
Entering Unmasked Estep 
Score: -25668052.000000 Penalty: 6075.163086
	Iteration 34Q: 3 clusters Score -2.566805e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 204350 members 
Entering Unmasked Estep 
Score: -25668048.000000 Penalty: 6075.163086
	Iteration 35Q: 3 clusters Score -2.566805e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 204437 members 
Entering Unmasked Estep 
Score: -25668070.000000 Penalty: 6075.163086
	Iteration 36Q: 3 clusters Score -2.566807e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 204517 members 
Entering Unmasked Estep 
Score: -25668054.000000 Penalty: 6075.163086
	Iteration 37Q: 3 clusters Score -2.566805e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 204589 members 
Entering Unmasked Estep 
Score: -25668036.000000 Penalty: 6075.163086
	Iteration 38Q: 3 clusters Score -2.566804e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 204657 members 
Entering Unmasked Estep 
Score: -25668036.000000 Penalty: 6075.163086
	Iteration 39Q: 3 clusters Score -2.566804e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 204735 members 
Entering Unmasked Estep 
Score: -25668050.000000 Penalty: 6075.163086
	Iteration 40F: 3 clusters Score -2.566805e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 204814 members 
Entering Unmasked Estep 
Score: -25668062.000000 Penalty: 6075.163086
	Iteration 41Q: 3 clusters Score -2.566806e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 204870 members 
Entering Unmasked Estep 
Score: -25668088.000000 Penalty: 6075.163086
	Iteration 42Q: 3 clusters Score -2.566809e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 204916 members 
Entering Unmasked Estep 
Score: -25668096.000000 Penalty: 6075.163086
	Iteration 43Q: 3 clusters Score -2.56681e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 204953 members 
Entering Unmasked Estep 
Score: -25668140.000000 Penalty: 6075.163086
	Iteration 44Q: 3 clusters Score -2.566814e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 204993 members 
Entering Unmasked Estep 
Score: -25668090.000000 Penalty: 6075.163086
	Iteration 45Q: 3 clusters Score -2.566809e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 205023 members 
Entering Unmasked Estep 
Score: -25668114.000000 Penalty: 6075.163086
	Iteration 46Q: 3 clusters Score -2.566811e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 205054 members 
Entering Unmasked Estep 
Score: -25668114.000000 Penalty: 6075.163086
	Iteration 47Q: 3 clusters Score -2.566811e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 205083 members 
Entering Unmasked Estep 
Score: -25668104.000000 Penalty: 6075.163086
	Iteration 48Q: 3 clusters Score -2.56681e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 205101 members 
Entering Unmasked Estep 
Score: -25668150.000000 Penalty: 6075.163086
	Iteration 49Q: 3 clusters Score -2.566815e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 205120 members 
Entering Unmasked Estep 
Score: -25668150.000000 Penalty: 6075.163086
	Iteration 50Q: 3 clusters Score -2.566815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 205132 members 
Entering Unmasked Estep 
Score: -25668138.000000 Penalty: 6075.163086
	Iteration 51Q: 3 clusters Score -2.566814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 205144 members 
Entering Unmasked Estep 
Score: -25668140.000000 Penalty: 6075.163086
	Iteration 52Q: 3 clusters Score -2.566814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 205154 members 
Entering Unmasked Estep 
Score: -25668136.000000 Penalty: 6075.163086
	Iteration 53Q: 3 clusters Score -2.566814e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 205161 members 
Entering Unmasked Estep 
Score: -25668134.000000 Penalty: 6075.163086
	Iteration 54Q: 3 clusters Score -2.566813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 205166 members 
Entering Unmasked Estep 
Score: -25668126.000000 Penalty: 6075.163086
	Iteration 55Q: 3 clusters Score -2.566813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 205173 members 
Entering Unmasked Estep 
Score: -25668124.000000 Penalty: 6075.163086
	Iteration 56Q: 3 clusters Score -2.566812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 205182 members 
Entering Unmasked Estep 
Score: -25668118.000000 Penalty: 6075.163086
	Iteration 57Q: 3 clusters Score -2.566812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 205200 members 
Entering Unmasked Estep 
Score: -25668114.000000 Penalty: 6075.163086
	Iteration 58Q: 3 clusters Score -2.566811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 205211 members 
Entering Unmasked Estep 
Score: -25668108.000000 Penalty: 6075.163086
	Iteration 59Q: 3 clusters Score -2.566811e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 205225 members 
Entering Unmasked Estep 
Score: -25668128.000000 Penalty: 6075.163086
	Iteration 60F: 3 clusters Score -2.566813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 205236 members 
Entering Unmasked Estep 
Score: -25668134.000000 Penalty: 6075.163086
	Iteration 61Q: 3 clusters Score -2.566813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 205247 members 
Entering Unmasked Estep 
Score: -25668114.000000 Penalty: 6075.163086
	Iteration 62Q: 3 clusters Score -2.566811e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 205258 members 
Entering Unmasked Estep 
Score: -25668094.000000 Penalty: 6075.163086
	Iteration 63Q: 3 clusters Score -2.566809e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 205266 members 
Entering Unmasked Estep 
Score: -25668102.000000 Penalty: 6075.163086
	Iteration 64Q: 3 clusters Score -2.56681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 205280 members 
Entering Unmasked Estep 
Score: -25668094.000000 Penalty: 6075.163086
	Iteration 65Q: 3 clusters Score -2.566809e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 205292 members 
Entering Unmasked Estep 
Score: -25668106.000000 Penalty: 6075.163086
	Iteration 66Q: 3 clusters Score -2.566811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 205302 members 
Entering Unmasked Estep 
Score: -25668076.000000 Penalty: 6075.163086
	Iteration 67Q: 3 clusters Score -2.566808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 205309 members 
Entering Unmasked Estep 
Score: -25668080.000000 Penalty: 6075.163086
	Iteration 68Q: 3 clusters Score -2.566808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 205314 members 
Entering Unmasked Estep 
Score: -25668088.000000 Penalty: 6075.163086
	Iteration 69Q: 3 clusters Score -2.566809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 205325 members 
Entering Unmasked Estep 
Score: -25668096.000000 Penalty: 6075.163086
	Iteration 70Q: 3 clusters Score -2.56681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 205333 members 
Entering Unmasked Estep 
Score: -25668102.000000 Penalty: 6075.163086
	Iteration 71Q: 3 clusters Score -2.56681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 205341 members 
Entering Unmasked Estep 
Score: -25668090.000000 Penalty: 6075.163086
	Iteration 72Q: 3 clusters Score -2.566809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 205348 members 
Entering Unmasked Estep 
Score: -25668082.000000 Penalty: 6075.163086
	Iteration 73Q: 3 clusters Score -2.566808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 205353 members 
Entering Unmasked Estep 
Score: -25668084.000000 Penalty: 6075.163086
	Iteration 74Q: 3 clusters Score -2.566808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 205357 members 
Entering Unmasked Estep 
Score: -25668088.000000 Penalty: 6075.163086
	Iteration 75Q: 3 clusters Score -2.566809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 205362 members 
Entering Unmasked Estep 
Score: -25668098.000000 Penalty: 6075.163086
	Iteration 76Q: 3 clusters Score -2.56681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 205366 members 
Entering Unmasked Estep 
Score: -25668106.000000 Penalty: 6075.163086
	Iteration 77Q: 3 clusters Score -2.566811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 205367 members 
Entering Unmasked Estep 
Score: -25668094.000000 Penalty: 6075.163086
	Iteration 78Q: 3 clusters Score -2.566809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 205368 members 
Entering Unmasked Estep 
Score: -25668090.000000 Penalty: 6075.163086
	Iteration 79Q: 3 clusters Score -2.566809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 205369 members 
Entering Unmasked Estep 
Score: -25668086.000000 Penalty: 6075.163086
	Iteration 80F: 3 clusters Score -2.566809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 205372 members 
Entering Unmasked Estep 
Score: -25668084.000000 Penalty: 6075.163086
	Iteration 81Q: 3 clusters Score -2.566808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 205375 members 
Entering Unmasked Estep 
Score: -25668082.000000 Penalty: 6075.163086
	Iteration 82Q: 3 clusters Score -2.566808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 205379 members 
Entering Unmasked Estep 
Score: -25668084.000000 Penalty: 6075.163086
	Iteration 83Q: 3 clusters Score -2.566808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 205384 members 
Entering Unmasked Estep 
Score: -25668096.000000 Penalty: 6075.163086
	Iteration 84Q: 3 clusters Score -2.56681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 205387 members 
Entering Unmasked Estep 
Score: -25668092.000000 Penalty: 6075.163086
	Iteration 85Q: 3 clusters Score -2.566809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 205388 members 
Entering Unmasked Estep 
Score: -25668080.000000 Penalty: 6075.163086
	Iteration 86Q: 3 clusters Score -2.566808e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 205389 members 
Entering Unmasked Estep 
Score: -25668088.000000 Penalty: 6075.163086
	Iteration 87Q: 3 clusters Score -2.566809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 205390 members 
Entering Unmasked Estep 
Score: -25668102.000000 Penalty: 6075.163086
	Iteration 88Q: 3 clusters Score -2.56681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 205391 members 
Entering Unmasked Estep 
Score: -25668090.000000 Penalty: 6075.163086
	Iteration 89Q: 3 clusters Score -2.566809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 205392 members 
Entering Unmasked Estep 
Score: -25668084.000000 Penalty: 6075.163086
	Iteration 90Q: 3 clusters Score -2.566808e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 205394 members 
Entering Unmasked Estep 
Score: -25668098.000000 Penalty: 6075.163086
	Iteration 91Q: 3 clusters Score -2.56681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 205396 members 
Entering Unmasked Estep 
Score: -25668094.000000 Penalty: 6075.163086
	Iteration 92Q: 3 clusters Score -2.566809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 205397 members 
Entering Unmasked Estep 
Score: -25668098.000000 Penalty: 6075.163086
	Iteration 93Q: 3 clusters Score -2.56681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 205400 members 
Entering Unmasked Estep 
Score: -25668092.000000 Penalty: 6075.163086
	Iteration 94Q: 3 clusters Score -2.566809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 205404 members 
Entering Unmasked Estep 
Score: -25668098.000000 Penalty: 6075.163086
	Iteration 95Q: 3 clusters Score -2.56681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 205406 members 
Entering Unmasked Estep 
Score: -25668090.000000 Penalty: 6075.163086
	Iteration 96Q: 3 clusters Score -2.566809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 205406 members 
Entering Unmasked Estep 
Score: -25668090.000000 Penalty: 6075.163086
	Iteration 97F: 3 clusters Score -2.566809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Entering Unmasked Estep 
Score: -984842.750000 Penalty: 2240.037354
	Iteration 0F: 2 clusters Score -984842.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -978219.312500 Penalty: 4480.074707
	Iteration 0F: 3 clusters Score -978219.3 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -980343.437500 Penalty: 4480.074707
	Iteration 1F: 3 clusters Score -980343.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -980846.062500 Penalty: 4480.074707
	Iteration 2F: 3 clusters Score -980846.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -981195.562500 Penalty: 4480.074707
	Iteration 3F: 3 clusters Score -981195.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -981431.125000 Penalty: 4480.074707
	Iteration 4Q: 3 clusters Score -981431.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -981594.562500 Penalty: 4480.074707
	Iteration 5Q: 3 clusters Score -981594.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -981728.250000 Penalty: 4480.074707
	Iteration 6Q: 3 clusters Score -981728.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -981856.187500 Penalty: 4480.074707
	Iteration 7Q: 3 clusters Score -981856.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -981982.812500 Penalty: 4480.074707
	Iteration 8Q: 3 clusters Score -981982.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -982122.562500 Penalty: 4480.074707
	Iteration 9Q: 3 clusters Score -982122.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -982287.000000 Penalty: 4480.074707
	Iteration 10Q: 3 clusters Score -982287 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -982504.250000 Penalty: 4480.074707
	Iteration 11Q: 3 clusters Score -982504.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -982834.437500 Penalty: 4480.074707
	Iteration 12Q: 3 clusters Score -982834.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -983190.250000 Penalty: 4480.074707
	Iteration 13Q: 3 clusters Score -983190.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -983416.562500 Penalty: 4480.074707
	Iteration 14Q: 3 clusters Score -983416.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -983502.937500 Penalty: 4480.074707
	Iteration 15Q: 3 clusters Score -983502.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -983544.562500 Penalty: 4480.074707
	Iteration 16Q: 3 clusters Score -983544.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -983569.937500 Penalty: 4480.074707
	Iteration 17Q: 3 clusters Score -983569.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -983590.687500 Penalty: 4480.074707
	Iteration 18Q: 3 clusters Score -983590.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -983601.625000 Penalty: 4480.074707
	Iteration 19Q: 3 clusters Score -983601.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -983610.500000 Penalty: 4480.074707
	Iteration 20F: 3 clusters Score -983610.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -983615.312500 Penalty: 4480.074707
	Iteration 21Q: 3 clusters Score -983615.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -983620.312500 Penalty: 4480.074707
	Iteration 22Q: 3 clusters Score -983620.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -983626.062500 Penalty: 4480.074707
	Iteration 23Q: 3 clusters Score -983626.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -983630.562500 Penalty: 4480.074707
	Iteration 24Q: 3 clusters Score -983630.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -983634.062500 Penalty: 4480.074707
	Iteration 25Q: 3 clusters Score -983634.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -983641.000000 Penalty: 4480.074707
	Iteration 26Q: 3 clusters Score -983641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -983649.937500 Penalty: 4480.074707
	Iteration 27Q: 3 clusters Score -983649.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -983658.937500 Penalty: 4480.074707
	Iteration 28Q: 3 clusters Score -983658.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -983666.000000 Penalty: 4480.074707
	Iteration 29Q: 3 clusters Score -983666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -983674.500000 Penalty: 4480.074707
	Iteration 30Q: 3 clusters Score -983674.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -983681.437500 Penalty: 4480.074707
	Iteration 31Q: 3 clusters Score -983681.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -983697.500000 Penalty: 4480.074707
	Iteration 32Q: 3 clusters Score -983697.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -983710.500000 Penalty: 4480.074707
	Iteration 33Q: 3 clusters Score -983710.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -983728.875000 Penalty: 4480.074707
	Iteration 34Q: 3 clusters Score -983728.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -983744.875000 Penalty: 4480.074707
	Iteration 35Q: 3 clusters Score -983744.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -983758.625000 Penalty: 4480.074707
	Iteration 36Q: 3 clusters Score -983758.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -983779.000000 Penalty: 4480.074707
	Iteration 37Q: 3 clusters Score -983779 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -983804.187500 Penalty: 4480.074707
	Iteration 38Q: 3 clusters Score -983804.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -983828.562500 Penalty: 4480.074707
	Iteration 39Q: 3 clusters Score -983828.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -983854.250000 Penalty: 4480.074707
	Iteration 40F: 3 clusters Score -983854.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -983873.375000 Penalty: 4480.074707
	Iteration 41Q: 3 clusters Score -983873.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -983897.062500 Penalty: 4480.074707
	Iteration 42Q: 3 clusters Score -983897.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -983931.000000 Penalty: 4480.074707
	Iteration 43Q: 3 clusters Score -983931 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -983963.687500 Penalty: 4480.074707
	Iteration 44Q: 3 clusters Score -983963.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -984005.937500 Penalty: 4480.074707
	Iteration 45Q: 3 clusters Score -984005.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -984056.062500 Penalty: 4480.074707
	Iteration 46Q: 3 clusters Score -984056.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -984116.312500 Penalty: 4480.074707
	Iteration 47Q: 3 clusters Score -984116.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -984187.750000 Penalty: 4480.074707
	Iteration 48Q: 3 clusters Score -984187.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -984275.875000 Penalty: 4480.074707
	Iteration 49Q: 3 clusters Score -984275.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -984352.562500 Penalty: 4480.074707
	Iteration 50Q: 3 clusters Score -984352.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -984417.937500 Penalty: 4480.074707
	Iteration 51Q: 3 clusters Score -984417.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -984469.875000 Penalty: 4480.074707
	Iteration 52Q: 3 clusters Score -984469.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -984506.375000 Penalty: 4480.074707
	Iteration 53Q: 3 clusters Score -984506.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -984537.375000 Penalty: 4480.074707
	Iteration 54Q: 3 clusters Score -984537.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -984573.000000 Penalty: 4480.074707
	Iteration 55Q: 3 clusters Score -984573 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -984596.875000 Penalty: 4480.074707
	Iteration 56Q: 3 clusters Score -984596.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -984617.000000 Penalty: 4480.074707
	Iteration 57Q: 3 clusters Score -984617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -984625.937500 Penalty: 4480.074707
	Iteration 58Q: 3 clusters Score -984625.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -984631.125000 Penalty: 4480.074707
	Iteration 59Q: 3 clusters Score -984631.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -984636.437500 Penalty: 4480.074707
	Iteration 60F: 3 clusters Score -984636.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -984641.812500 Penalty: 4480.074707
	Iteration 61Q: 3 clusters Score -984641.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -984644.937500 Penalty: 4480.074707
	Iteration 62Q: 3 clusters Score -984644.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -984644.062500 Penalty: 4480.074707
	Iteration 63Q: 3 clusters Score -984644.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -984647.937500 Penalty: 4480.074707
	Iteration 64Q: 3 clusters Score -984647.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -984650.875000 Penalty: 4480.074707
	Iteration 65Q: 3 clusters Score -984650.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -984652.625000 Penalty: 4480.074707
	Iteration 66Q: 3 clusters Score -984652.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -984656.625000 Penalty: 4480.074707
	Iteration 67Q: 3 clusters Score -984656.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -984660.250000 Penalty: 4480.074707
	Iteration 68Q: 3 clusters Score -984660.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -984660.875000 Penalty: 4480.074707
	Iteration 69Q: 3 clusters Score -984660.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -984660.625000 Penalty: 4480.074707
	Iteration 70Q: 3 clusters Score -984660.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -984660.625000 Penalty: 4480.074707
	Iteration 71F: 3 clusters Score -984660.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Entering Unmasked Estep 
Score: -5991406.500000 Penalty: 2683.597412
	Iteration 0F: 2 clusters Score -5991406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -5957787.500000 Penalty: 5367.194824
	Iteration 0F: 3 clusters Score -5957788 nChanged 22934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -5970575.000000 Penalty: 5367.194824
	Iteration 1F: 3 clusters Score -5970575 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -5971167.500000 Penalty: 5367.194824
	Iteration 2Q: 3 clusters Score -5971168 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -5971925.500000 Penalty: 5367.194824
	Iteration 3Q: 3 clusters Score -5971926 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -5972832.000000 Penalty: 5367.194824
	Iteration 4Q: 3 clusters Score -5972832 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -5973796.000000 Penalty: 5367.194824
	Iteration 5Q: 3 clusters Score -5973796 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -5975062.000000 Penalty: 5367.194824
	Iteration 6F: 3 clusters Score -5975062 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -5976558.000000 Penalty: 5367.194824
	Iteration 7F: 3 clusters Score -5976558 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -5978262.500000 Penalty: 5367.194824
	Iteration 8F: 3 clusters Score -5978262 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -5979997.500000 Penalty: 5367.194824
	Iteration 9F: 3 clusters Score -5979998 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -5981651.500000 Penalty: 5367.194824
	Iteration 10F: 3 clusters Score -5981652 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -5982895.500000 Penalty: 5367.194824
	Iteration 11Q: 3 clusters Score -5982896 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -5983813.500000 Penalty: 5367.194824
	Iteration 12Q: 3 clusters Score -5983814 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -5984420.500000 Penalty: 5367.194824
	Iteration 13Q: 3 clusters Score -5984420 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -5984948.500000 Penalty: 5367.194824
	Iteration 14Q: 3 clusters Score -5984948 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -5985316.000000 Penalty: 5367.194824
	Iteration 15Q: 3 clusters Score -5985316 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -5985634.500000 Penalty: 5367.194824
	Iteration 16Q: 3 clusters Score -5985634 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -5985831.000000 Penalty: 5367.194824
	Iteration 17Q: 3 clusters Score -5985831 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -5985941.000000 Penalty: 5367.194824
	Iteration 18Q: 3 clusters Score -5985941 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -5986065.500000 Penalty: 5367.194824
	Iteration 19Q: 3 clusters Score -5986066 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -5986128.500000 Penalty: 5367.194824
	Iteration 20F: 3 clusters Score -5986128 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -5986197.500000 Penalty: 5367.194824
	Iteration 21Q: 3 clusters Score -5986198 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -5986256.000000 Penalty: 5367.194824
	Iteration 22Q: 3 clusters Score -5986256 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -5986308.500000 Penalty: 5367.194824
	Iteration 23Q: 3 clusters Score -5986308 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -5986416.500000 Penalty: 5367.194824
	Iteration 24Q: 3 clusters Score -5986416 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -5986493.500000 Penalty: 5367.194824
	Iteration 25Q: 3 clusters Score -5986494 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -5986549.000000 Penalty: 5367.194824
	Iteration 26Q: 3 clusters Score -5986549 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -5986621.000000 Penalty: 5367.194824
	Iteration 27Q: 3 clusters Score -5986621 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -5986752.500000 Penalty: 5367.194824
	Iteration 28Q: 3 clusters Score -5986752 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -5986965.000000 Penalty: 5367.194824
	Iteration 29Q: 3 clusters Score -5986965 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -5987149.500000 Penalty: 5367.194824
	Iteration 30Q: 3 clusters Score -5987150 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -5987460.500000 Penalty: 5367.194824
	Iteration 31Q: 3 clusters Score -5987460 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -5988064.500000 Penalty: 5367.194824
	Iteration 32Q: 3 clusters Score -5988064 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -5989265.500000 Penalty: 5367.194824
	Iteration 33Q: 3 clusters Score -5989266 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -5989727.000000 Penalty: 5367.194824
	Iteration 34Q: 3 clusters Score -5989727 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -5989850.500000 Penalty: 5367.194824
	Iteration 35Q: 3 clusters Score -5989850 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -5989897.000000 Penalty: 5367.194824
	Iteration 36Q: 3 clusters Score -5989897 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -5989902.000000 Penalty: 5367.194824
	Iteration 37Q: 3 clusters Score -5989902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -5989935.000000 Penalty: 5367.194824
	Iteration 38Q: 3 clusters Score -5989935 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -5989934.000000 Penalty: 5367.194824
	Iteration 39Q: 3 clusters Score -5989934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -5989935.000000 Penalty: 5367.194824
	Iteration 40F: 3 clusters Score -5989935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -5989937.000000 Penalty: 5367.194824
	Iteration 41Q: 3 clusters Score -5989937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -5989943.000000 Penalty: 5367.194824
	Iteration 42Q: 3 clusters Score -5989943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -5989939.500000 Penalty: 5367.194824
	Iteration 43Q: 3 clusters Score -5989940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -5989940.000000 Penalty: 5367.194824
	Iteration 44Q: 3 clusters Score -5989940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -5989942.000000 Penalty: 5367.194824
	Iteration 45Q: 3 clusters Score -5989942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -5989944.500000 Penalty: 5367.194824
	Iteration 46Q: 3 clusters Score -5989944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -5989942.500000 Penalty: 5367.194824
	Iteration 47Q: 3 clusters Score -5989942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -5989946.000000 Penalty: 5367.194824
	Iteration 48Q: 3 clusters Score -5989946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -5989944.000000 Penalty: 5367.194824
	Iteration 49Q: 3 clusters Score -5989944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -5989939.500000 Penalty: 5367.194824
	Iteration 50Q: 3 clusters Score -5989940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -5989939.500000 Penalty: 5367.194824
	Iteration 51F: 3 clusters Score -5989940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64614 members 
Entering Unmasked Estep 
Score: -7911585.000000 Penalty: 2746.894287
	Iteration 0F: 2 clusters Score -7911585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -7868375.000000 Penalty: 5493.788574
	Iteration 0F: 3 clusters Score -7868375 nChanged 30074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -7885338.500000 Penalty: 5493.788574
	Iteration 1F: 3 clusters Score -7885338 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -7886723.000000 Penalty: 5493.788574
	Iteration 2Q: 3 clusters Score -7886723 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -7889172.000000 Penalty: 5493.788574
	Iteration 3F: 3 clusters Score -7889172 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -7893591.500000 Penalty: 5493.788574
	Iteration 4F: 3 clusters Score -7893592 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -7899666.000000 Penalty: 5493.788574
	Iteration 5F: 3 clusters Score -7899666 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -7904590.500000 Penalty: 5493.788574
	Iteration 6F: 3 clusters Score -7904590 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -7907197.500000 Penalty: 5493.788574
	Iteration 7F: 3 clusters Score -7907198 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51267 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -7908310.000000 Penalty: 5493.788574
	Iteration 8Q: 3 clusters Score -7908310 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52384 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -7908796.500000 Penalty: 5493.788574
	Iteration 9Q: 3 clusters Score -7908796 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -7909130.000000 Penalty: 5493.788574
	Iteration 10Q: 3 clusters Score -7909130 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -7909396.500000 Penalty: 5493.788574
	Iteration 11Q: 3 clusters Score -7909396 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -7909622.500000 Penalty: 5493.788574
	Iteration 12Q: 3 clusters Score -7909622 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -7909822.000000 Penalty: 5493.788574
	Iteration 13Q: 3 clusters Score -7909822 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56504 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -7909992.500000 Penalty: 5493.788574
	Iteration 14Q: 3 clusters Score -7909992 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57086 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -7910139.000000 Penalty: 5493.788574
	Iteration 15Q: 3 clusters Score -7910139 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57599 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -7910290.000000 Penalty: 5493.788574
	Iteration 16Q: 3 clusters Score -7910290 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58062 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -7910378.000000 Penalty: 5493.788574
	Iteration 17Q: 3 clusters Score -7910378 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58433 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -7910433.000000 Penalty: 5493.788574
	Iteration 18Q: 3 clusters Score -7910433 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -7910489.000000 Penalty: 5493.788574
	Iteration 19Q: 3 clusters Score -7910489 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59034 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -7910535.000000 Penalty: 5493.788574
	Iteration 20F: 3 clusters Score -7910535 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59290 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -7910548.000000 Penalty: 5493.788574
	Iteration 21Q: 3 clusters Score -7910548 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -7910590.500000 Penalty: 5493.788574
	Iteration 22Q: 3 clusters Score -7910590 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -7910646.500000 Penalty: 5493.788574
	Iteration 23Q: 3 clusters Score -7910646 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -7910675.000000 Penalty: 5493.788574
	Iteration 24Q: 3 clusters Score -7910675 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60034 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -7910709.000000 Penalty: 5493.788574
	Iteration 25Q: 3 clusters Score -7910709 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60156 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -7910738.500000 Penalty: 5493.788574
	Iteration 26Q: 3 clusters Score -7910738 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60259 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -7910727.000000 Penalty: 5493.788574
	Iteration 27Q: 3 clusters Score -7910727 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -7910731.000000 Penalty: 5493.788574
	Iteration 28Q: 3 clusters Score -7910731 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -7910722.500000 Penalty: 5493.788574
	Iteration 29Q: 3 clusters Score -7910722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -7910716.500000 Penalty: 5493.788574
	Iteration 30Q: 3 clusters Score -7910716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60516 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -7910741.000000 Penalty: 5493.788574
	Iteration 31Q: 3 clusters Score -7910741 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -7910745.000000 Penalty: 5493.788574
	Iteration 32Q: 3 clusters Score -7910745 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -7910753.000000 Penalty: 5493.788574
	Iteration 33Q: 3 clusters Score -7910753 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -7910749.500000 Penalty: 5493.788574
	Iteration 34Q: 3 clusters Score -7910750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60720 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -7910750.500000 Penalty: 5493.788574
	Iteration 35Q: 3 clusters Score -7910750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60746 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -7910748.000000 Penalty: 5493.788574
	Iteration 36Q: 3 clusters Score -7910748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -7910762.500000 Penalty: 5493.788574
	Iteration 37Q: 3 clusters Score -7910762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -7910778.000000 Penalty: 5493.788574
	Iteration 38Q: 3 clusters Score -7910778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60836 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -7910781.500000 Penalty: 5493.788574
	Iteration 39Q: 3 clusters Score -7910782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60872 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -7910789.000000 Penalty: 5493.788574
	Iteration 40F: 3 clusters Score -7910789 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -7910793.000000 Penalty: 5493.788574
	Iteration 41Q: 3 clusters Score -7910793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60931 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -7910797.000000 Penalty: 5493.788574
	Iteration 42Q: 3 clusters Score -7910797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60953 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -7910804.500000 Penalty: 5493.788574
	Iteration 43Q: 3 clusters Score -7910804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60966 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -7910798.500000 Penalty: 5493.788574
	Iteration 44Q: 3 clusters Score -7910798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60986 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -7910788.000000 Penalty: 5493.788574
	Iteration 45Q: 3 clusters Score -7910788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -7910803.500000 Penalty: 5493.788574
	Iteration 46Q: 3 clusters Score -7910804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61009 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -7910810.500000 Penalty: 5493.788574
	Iteration 47Q: 3 clusters Score -7910810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -7910812.000000 Penalty: 5493.788574
	Iteration 48Q: 3 clusters Score -7910812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61015 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -7910813.500000 Penalty: 5493.788574
	Iteration 49Q: 3 clusters Score -7910814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61020 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -7910812.000000 Penalty: 5493.788574
	Iteration 50Q: 3 clusters Score -7910812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -7910819.000000 Penalty: 5493.788574
	Iteration 51Q: 3 clusters Score -7910819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61036 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -7910818.000000 Penalty: 5493.788574
	Iteration 52Q: 3 clusters Score -7910818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61042 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7910818.000000 Penalty: 5493.788574
	Iteration 53Q: 3 clusters Score -7910818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61047 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -7910820.500000 Penalty: 5493.788574
	Iteration 54Q: 3 clusters Score -7910820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -7910816.500000 Penalty: 5493.788574
	Iteration 55Q: 3 clusters Score -7910816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61049 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -7910816.500000 Penalty: 5493.788574
	Iteration 56F: 3 clusters Score -7910816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -43828.492188 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -43828.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -42553.656250 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -42553.66 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43017.875000 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -43017.88 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43475.378906 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -43475.38 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43931.890625 Penalty: 3102.852051
	Iteration 3F: 3 clusters Score -43931.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -44209.531250 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -44209.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44623.093750 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -44623.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -45139.820312 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -45139.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -45853.230469 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -45853.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -45856.156250 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -45856.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -45869.613281 Penalty: 3102.852051
	Iteration 9F: 3 clusters Score -45869.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -45886.539062 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -45886.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -45913.988281 Penalty: 3102.852051
	Iteration 11Q: 3 clusters Score -45913.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -45948.007812 Penalty: 3102.852051
	Iteration 12Q: 3 clusters Score -45948.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45951.878906 Penalty: 3102.852051
	Iteration 13Q: 3 clusters Score -45951.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -45953.359375 Penalty: 3102.852051
	Iteration 14F: 3 clusters Score -45953.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -45964.539062 Penalty: 3102.852051
	Iteration 15Q: 3 clusters Score -45964.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -45964.539062 Penalty: 3102.852051
	Iteration 16F: 3 clusters Score -45964.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 56739 members 
Mstep: Class 3 contains 6956 members 
Mstep: Class 4 contains 24411 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 228069 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 160586 members 
Mstep: Class 12 contains 68163 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4341 members 
Mstep: Class 15 contains 195860 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32865 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 208629 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 50059 members 
Mstep: Class 22 contains 64614 members 
Mstep: Class 23 contains 388 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45569 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 133 members 
Entering Unmasked Estep 
Score: -148073296.000000 Penalty: 118343.976562
Splitting cluster 23 changes total score from -148073648.000000 to -148073296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (4627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Entering Unmasked Estep 
Score: -542649.187500 Penalty: 2093.036621
	Iteration 0F: 2 clusters Score -542649.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -538359.187500 Penalty: 4186.073242
	Iteration 0F: 3 clusters Score -538359.2 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -539545.562500 Penalty: 4186.073242
	Iteration 1F: 3 clusters Score -539545.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -539994.687500 Penalty: 4186.073242
	Iteration 2F: 3 clusters Score -539994.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -540409.062500 Penalty: 4186.073242
	Iteration 3F: 3 clusters Score -540409.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -540803.812500 Penalty: 4186.073242
	Iteration 4F: 3 clusters Score -540803.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -541091.062500 Penalty: 4186.073242
	Iteration 5F: 3 clusters Score -541091.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -541265.562500 Penalty: 4186.073242
	Iteration 6Q: 3 clusters Score -541265.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -541368.250000 Penalty: 4186.073242
	Iteration 7Q: 3 clusters Score -541368.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -541428.250000 Penalty: 4186.073242
	Iteration 8Q: 3 clusters Score -541428.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -541473.437500 Penalty: 4186.073242
	Iteration 9Q: 3 clusters Score -541473.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -541509.812500 Penalty: 4186.073242
	Iteration 10Q: 3 clusters Score -541509.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -541531.750000 Penalty: 4186.073242
	Iteration 11Q: 3 clusters Score -541531.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -541546.250000 Penalty: 4186.073242
	Iteration 12Q: 3 clusters Score -541546.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -541556.250000 Penalty: 4186.073242
	Iteration 13Q: 3 clusters Score -541556.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -541562.875000 Penalty: 4186.073242
	Iteration 14Q: 3 clusters Score -541562.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -541566.937500 Penalty: 4186.073242
	Iteration 15Q: 3 clusters Score -541566.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -541567.562500 Penalty: 4186.073242
	Iteration 16Q: 3 clusters Score -541567.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -541568.437500 Penalty: 4186.073242
	Iteration 17Q: 3 clusters Score -541568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -541569.937500 Penalty: 4186.073242
	Iteration 18Q: 3 clusters Score -541569.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -541570.562500 Penalty: 4186.073242
	Iteration 19Q: 3 clusters Score -541570.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -541572.687500 Penalty: 4186.073242
	Iteration 20F: 3 clusters Score -541572.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -541572.500000 Penalty: 4186.073242
	Iteration 21Q: 3 clusters Score -541572.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -541573.875000 Penalty: 4186.073242
	Iteration 22Q: 3 clusters Score -541573.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -541573.687500 Penalty: 4186.073242
	Iteration 23Q: 3 clusters Score -541573.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -541573.062500 Penalty: 4186.073242
	Iteration 24Q: 3 clusters Score -541573.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -541573.062500 Penalty: 4186.073242
	Iteration 25F: 3 clusters Score -541573.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -81457.390625 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -81457.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79718.664062 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -79718.66 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -80060.593750 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -80060.59 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80309.398438 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -80309.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -80572.718750 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -80572.72 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80668.000000 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -80668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80725.085938 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -80725.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -80757.140625 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -80757.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -80774.351562 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -80774.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -80778.523438 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -80778.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80832.289062 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -80832.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -80872.960938 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -80872.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -80890.335938 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -80890.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -80902.031250 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -80902.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -80921.171875 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -80921.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -80938.164062 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -80938.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -80962.437500 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -80962.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80985.093750 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -80985.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -80994.609375 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -80994.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -80997.031250 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -80997.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -81005.039062 Penalty: 3306.179199
	Iteration 19Q: 3 clusters Score -81005.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -81011.234375 Penalty: 3306.179199
	Iteration 20F: 3 clusters Score -81011.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -81015.281250 Penalty: 3306.179199
	Iteration 21Q: 3 clusters Score -81015.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -81016.328125 Penalty: 3306.179199
	Iteration 22Q: 3 clusters Score -81016.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -81016.328125 Penalty: 3306.179199
	Iteration 23F: 3 clusters Score -81016.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -139476.812500 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -139476.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -137448.890625 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -137448.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -137773.062500 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -137773.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -137850.031250 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -137850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -137891.218750 Penalty: 3492.540283
	Iteration 3Q: 3 clusters Score -137891.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -137925.515625 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -137925.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137959.453125 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -137959.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -137980.562500 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -137980.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -137995.031250 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -137995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -138002.781250 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -138002.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -138008.046875 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -138008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -138013.812500 Penalty: 3492.540283
	Iteration 10Q: 3 clusters Score -138013.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -138023.140625 Penalty: 3492.540283
	Iteration 11Q: 3 clusters Score -138023.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -138036.281250 Penalty: 3492.540283
	Iteration 12Q: 3 clusters Score -138036.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -138042.984375 Penalty: 3492.540283
	Iteration 13Q: 3 clusters Score -138043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -138046.421875 Penalty: 3492.540283
	Iteration 14Q: 3 clusters Score -138046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -138052.250000 Penalty: 3492.540283
	Iteration 15Q: 3 clusters Score -138052.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -138054.453125 Penalty: 3492.540283
	Iteration 16Q: 3 clusters Score -138054.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -138055.312500 Penalty: 3492.540283
	Iteration 17Q: 3 clusters Score -138055.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -138056.375000 Penalty: 3492.540283
	Iteration 18Q: 3 clusters Score -138056.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -138057.390625 Penalty: 3492.540283
	Iteration 19Q: 3 clusters Score -138057.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -138057.390625 Penalty: 3492.540283
	Iteration 20F: 3 clusters Score -138057.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (45569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Entering Unmasked Estep 
Score: -5658306.000000 Penalty: 2660.291748
	Iteration 0F: 2 clusters Score -5658306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -5627529.000000 Penalty: 5320.583496
	Iteration 0F: 3 clusters Score -5627529 nChanged 21003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -5639144.500000 Penalty: 5320.583496
	Iteration 1F: 3 clusters Score -5639144 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -5639739.500000 Penalty: 5320.583496
	Iteration 2Q: 3 clusters Score -5639740 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -5640343.000000 Penalty: 5320.583496
	Iteration 3Q: 3 clusters Score -5640343 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -5640969.000000 Penalty: 5320.583496
	Iteration 4Q: 3 clusters Score -5640969 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -5641583.500000 Penalty: 5320.583496
	Iteration 5Q: 3 clusters Score -5641584 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -5642197.500000 Penalty: 5320.583496
	Iteration 6Q: 3 clusters Score -5642198 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -5643036.000000 Penalty: 5320.583496
	Iteration 7Q: 3 clusters Score -5643036 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -5643915.500000 Penalty: 5320.583496
	Iteration 8Q: 3 clusters Score -5643916 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -5645103.000000 Penalty: 5320.583496
	Iteration 9Q: 3 clusters Score -5645103 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -5646454.500000 Penalty: 5320.583496
	Iteration 10Q: 3 clusters Score -5646454 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -5648053.500000 Penalty: 5320.583496
	Iteration 11F: 3 clusters Score -5648054 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -5649394.000000 Penalty: 5320.583496
	Iteration 12F: 3 clusters Score -5649394 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -5650168.000000 Penalty: 5320.583496
	Iteration 13Q: 3 clusters Score -5650168 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -5650491.000000 Penalty: 5320.583496
	Iteration 14Q: 3 clusters Score -5650491 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -5650712.500000 Penalty: 5320.583496
	Iteration 15Q: 3 clusters Score -5650712 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -5650938.500000 Penalty: 5320.583496
	Iteration 16Q: 3 clusters Score -5650938 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -5651108.000000 Penalty: 5320.583496
	Iteration 17Q: 3 clusters Score -5651108 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -5651344.500000 Penalty: 5320.583496
	Iteration 18Q: 3 clusters Score -5651344 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -5651657.000000 Penalty: 5320.583496
	Iteration 19Q: 3 clusters Score -5651657 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -5652085.500000 Penalty: 5320.583496
	Iteration 20F: 3 clusters Score -5652086 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -5652636.500000 Penalty: 5320.583496
	Iteration 21Q: 3 clusters Score -5652636 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -5653318.000000 Penalty: 5320.583496
	Iteration 22Q: 3 clusters Score -5653318 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -5654198.500000 Penalty: 5320.583496
	Iteration 23Q: 3 clusters Score -5654198 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -5655084.500000 Penalty: 5320.583496
	Iteration 24Q: 3 clusters Score -5655084 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -5655991.000000 Penalty: 5320.583496
	Iteration 25Q: 3 clusters Score -5655991 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -5656613.000000 Penalty: 5320.583496
	Iteration 26Q: 3 clusters Score -5656613 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -5656898.500000 Penalty: 5320.583496
	Iteration 27Q: 3 clusters Score -5656898 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -5657073.000000 Penalty: 5320.583496
	Iteration 28Q: 3 clusters Score -5657073 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -5657133.500000 Penalty: 5320.583496
	Iteration 29Q: 3 clusters Score -5657134 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -5657174.500000 Penalty: 5320.583496
	Iteration 30Q: 3 clusters Score -5657174 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -5657214.000000 Penalty: 5320.583496
	Iteration 31Q: 3 clusters Score -5657214 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -5657231.500000 Penalty: 5320.583496
	Iteration 32Q: 3 clusters Score -5657232 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -5657240.000000 Penalty: 5320.583496
	Iteration 33Q: 3 clusters Score -5657240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -5657244.500000 Penalty: 5320.583496
	Iteration 34Q: 3 clusters Score -5657244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -5657243.000000 Penalty: 5320.583496
	Iteration 35Q: 3 clusters Score -5657243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -5657235.500000 Penalty: 5320.583496
	Iteration 36Q: 3 clusters Score -5657236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -5657233.500000 Penalty: 5320.583496
	Iteration 37Q: 3 clusters Score -5657234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -5657236.500000 Penalty: 5320.583496
	Iteration 38Q: 3 clusters Score -5657236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -5657237.500000 Penalty: 5320.583496
	Iteration 39Q: 3 clusters Score -5657238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -5657269.500000 Penalty: 5320.583496
	Iteration 40F: 3 clusters Score -5657270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -5657274.500000 Penalty: 5320.583496
	Iteration 41Q: 3 clusters Score -5657274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -5657267.000000 Penalty: 5320.583496
	Iteration 42Q: 3 clusters Score -5657267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -5657260.500000 Penalty: 5320.583496
	Iteration 43Q: 3 clusters Score -5657260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -5657254.500000 Penalty: 5320.583496
	Iteration 44Q: 3 clusters Score -5657254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -5657262.000000 Penalty: 5320.583496
	Iteration 45Q: 3 clusters Score -5657262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -5657269.000000 Penalty: 5320.583496
	Iteration 46Q: 3 clusters Score -5657269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -5657267.500000 Penalty: 5320.583496
	Iteration 47Q: 3 clusters Score -5657268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -5657278.500000 Penalty: 5320.583496
	Iteration 48Q: 3 clusters Score -5657278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -5657270.500000 Penalty: 5320.583496
	Iteration 49Q: 3 clusters Score -5657270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -5657267.500000 Penalty: 5320.583496
	Iteration 50Q: 3 clusters Score -5657268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -5657270.000000 Penalty: 5320.583496
	Iteration 51Q: 3 clusters Score -5657270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -5657270.000000 Penalty: 5320.583496
	Iteration 52F: 3 clusters Score -5657270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -34066.539062 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -34066.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32799.617188 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -32799.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32985.546875 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -32985.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33044.402344 Penalty: 2892.613770
	Iteration 2Q: 3 clusters Score -33044.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33070.203125 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -33070.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33082.761719 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -33082.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33151.066406 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -33151.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33257.308594 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -33257.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -33275.785156 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -33275.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33302.843750 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -33302.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33320.632812 Penalty: 2892.613770
	Iteration 9Q: 3 clusters Score -33320.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -33356.746094 Penalty: 2892.613770
	Iteration 10Q: 3 clusters Score -33356.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33367.589844 Penalty: 2892.613770
	Iteration 11Q: 3 clusters Score -33367.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33376.269531 Penalty: 2892.613770
	Iteration 12Q: 3 clusters Score -33376.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33390.937500 Penalty: 2892.613770
	Iteration 13Q: 3 clusters Score -33390.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33413.898438 Penalty: 2892.613770
	Iteration 14Q: 3 clusters Score -33413.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33427.945312 Penalty: 2892.613770
	Iteration 15Q: 3 clusters Score -33427.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33432.921875 Penalty: 2892.613770
	Iteration 16Q: 3 clusters Score -33432.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33450.742188 Penalty: 2892.613770
	Iteration 17Q: 3 clusters Score -33450.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33457.113281 Penalty: 2892.613770
	Iteration 18Q: 3 clusters Score -33457.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33457.113281 Penalty: 2892.613770
	Iteration 19F: 3 clusters Score -33457.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -69587.585938 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -69587.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -68034.296875 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -68034.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68429.093750 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -68429.09 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -68627.031250 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -68627.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -68756.148438 Penalty: 3200.998047
	Iteration 3Q: 3 clusters Score -68756.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68968.445312 Penalty: 3200.998047
	Iteration 4F: 3 clusters Score -68968.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -69219.664062 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -69219.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -69346.820312 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -69346.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -69475.835938 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -69475.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69511.851562 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -69511.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -69543.007812 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -69543.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -69576.703125 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -69576.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -69589.484375 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -69589.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -69604.007812 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -69604.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -69629.007812 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -69629.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -69664.648438 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -69664.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -69712.703125 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -69712.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -69755.843750 Penalty: 3200.998047
	Iteration 16Q: 3 clusters Score -69755.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -69775.898438 Penalty: 3200.998047
	Iteration 17Q: 3 clusters Score -69775.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -69785.757812 Penalty: 3200.998047
	Iteration 18Q: 3 clusters Score -69785.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -69790.523438 Penalty: 3200.998047
	Iteration 19Q: 3 clusters Score -69790.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -69792.351562 Penalty: 3200.998047
	Iteration 20F: 3 clusters Score -69792.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -69796.757812 Penalty: 3200.998047
	Iteration 21Q: 3 clusters Score -69796.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69799.203125 Penalty: 3200.998047
	Iteration 22Q: 3 clusters Score -69799.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69799.867188 Penalty: 3200.998047
	Iteration 23Q: 3 clusters Score -69799.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69801.437500 Penalty: 3200.998047
	Iteration 24Q: 3 clusters Score -69801.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69801.437500 Penalty: 3200.998047
	Iteration 25F: 3 clusters Score -69801.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 56739 members 
Mstep: Class 3 contains 6956 members 
Mstep: Class 4 contains 24411 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 228069 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 160586 members 
Mstep: Class 12 contains 68163 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4341 members 
Mstep: Class 15 contains 195860 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32865 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 208629 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 50059 members 
Mstep: Class 22 contains 64614 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45569 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 229 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 406 members 
Entering Unmasked Estep 
Score: -148071488.000000 Penalty: 118343.976562
Splitting cluster 29 changes total score from -148073648.000000 to -148071488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -204056.015625 Penalty: 1837.916138
	Iteration 0F: 2 clusters Score -204056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -201700.015625 Penalty: 3675.832275
	Iteration 0F: 3 clusters Score -201700 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -202079.421875 Penalty: 3675.832275
	Iteration 1F: 3 clusters Score -202079.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -202173.812500 Penalty: 3675.832275
	Iteration 2F: 3 clusters Score -202173.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -202222.734375 Penalty: 3675.832275
	Iteration 3Q: 3 clusters Score -202222.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -202241.203125 Penalty: 3675.832275
	Iteration 4Q: 3 clusters Score -202241.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -202249.796875 Penalty: 3675.832275
	Iteration 5Q: 3 clusters Score -202249.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -202253.406250 Penalty: 3675.832275
	Iteration 6Q: 3 clusters Score -202253.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -202257.562500 Penalty: 3675.832275
	Iteration 7Q: 3 clusters Score -202257.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -202260.328125 Penalty: 3675.832275
	Iteration 8Q: 3 clusters Score -202260.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -202260.765625 Penalty: 3675.832275
	Iteration 9Q: 3 clusters Score -202260.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -202260.765625 Penalty: 3675.832275
	Iteration 10F: 3 clusters Score -202260.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -57570.035156 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -57570.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56063.550781 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -56063.55 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56268.460938 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -56268.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56350.777344 Penalty: 3086.397705
	Iteration 2F: 3 clusters Score -56350.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56379.402344 Penalty: 3086.397705
	Iteration 3Q: 3 clusters Score -56379.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56392.699219 Penalty: 3086.397705
	Iteration 4Q: 3 clusters Score -56392.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -56404.687500 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -56404.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56410.949219 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -56410.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56414.113281 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -56414.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56414.113281 Penalty: 3086.397705
	Iteration 8F: 3 clusters Score -56414.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -11169.950195 Penalty: 1203.303467
	Iteration 0F: 2 clusters Score -11169.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10272.763672 Penalty: 2406.606934
	Iteration 0F: 3 clusters Score -10272.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10306.547852 Penalty: 2406.606934
	Iteration 1F: 3 clusters Score -10306.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -217527.890625 Penalty: 1853.743408
	Iteration 0F: 2 clusters Score -217527.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -215021.281250 Penalty: 3707.486816
	Iteration 0F: 3 clusters Score -215021.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -215394.734375 Penalty: 3707.486816
	Iteration 1F: 3 clusters Score -215394.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -215508.609375 Penalty: 3707.486816
	Iteration 2F: 3 clusters Score -215508.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -215574.234375 Penalty: 3707.486816
	Iteration 3Q: 3 clusters Score -215574.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -215600.609375 Penalty: 3707.486816
	Iteration 4Q: 3 clusters Score -215600.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -215616.937500 Penalty: 3707.486816
	Iteration 5Q: 3 clusters Score -215616.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -215631.421875 Penalty: 3707.486816
	Iteration 6Q: 3 clusters Score -215631.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -215645.531250 Penalty: 3707.486816
	Iteration 7Q: 3 clusters Score -215645.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -215659.531250 Penalty: 3707.486816
	Iteration 8Q: 3 clusters Score -215659.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -215666.609375 Penalty: 3707.486816
	Iteration 9Q: 3 clusters Score -215666.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -215674.296875 Penalty: 3707.486816
	Iteration 10Q: 3 clusters Score -215674.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -215680.968750 Penalty: 3707.486816
	Iteration 11Q: 3 clusters Score -215681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -215692.171875 Penalty: 3707.486816
	Iteration 12Q: 3 clusters Score -215692.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -215698.453125 Penalty: 3707.486816
	Iteration 13Q: 3 clusters Score -215698.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -215702.234375 Penalty: 3707.486816
	Iteration 14Q: 3 clusters Score -215702.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -215703.468750 Penalty: 3707.486816
	Iteration 15Q: 3 clusters Score -215703.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -215703.468750 Penalty: 3707.486816
	Iteration 16F: 3 clusters Score -215703.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 56739 members 
Mstep: Class 3 contains 6956 members 
Mstep: Class 4 contains 24411 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 228069 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 160586 members 
Mstep: Class 12 contains 68163 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4341 members 
Mstep: Class 15 contains 195860 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32865 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 208629 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 50059 members 
Mstep: Class 22 contains 64614 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45569 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073328.000000 Penalty: 114863.273438
Iteration 159Q: 34 clusters Score -1.480733e+08 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 451 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 56721 members 
Mstep: Class 3 contains 6954 members 
Mstep: Class 4 contains 24408 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 227563 members 
Mstep: Class 7 contains 3745 members 
Mstep: Class 8 contains 6644 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5015 members 
Mstep: Class 11 contains 160783 members 
Mstep: Class 12 contains 68156 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4341 members 
Mstep: Class 15 contains 195635 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32857 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 209207 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 50048 members 
Mstep: Class 22 contains 64618 members 
Mstep: Class 23 contains 521 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45577 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073408.000000 Penalty: 114863.273438
Iteration 160F: 34 clusters Score -1.480734e+08 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 56701 members 
Mstep: Class 3 contains 6956 members 
Mstep: Class 4 contains 24407 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 227238 members 
Mstep: Class 7 contains 3756 members 
Mstep: Class 8 contains 6643 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5015 members 
Mstep: Class 11 contains 160995 members 
Mstep: Class 12 contains 68138 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4337 members 
Mstep: Class 15 contains 195463 members 
Mstep: Class 16 contains 1292 members 
Mstep: Class 17 contains 32839 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 209531 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 50063 members 
Mstep: Class 22 contains 64632 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45575 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073488.000000 Penalty: 114863.273438
Iteration 161Q: 34 clusters Score -1.480735e+08 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 56707 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 24401 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 226984 members 
Mstep: Class 7 contains 3765 members 
Mstep: Class 8 contains 6646 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5015 members 
Mstep: Class 11 contains 161204 members 
Mstep: Class 12 contains 68142 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4334 members 
Mstep: Class 15 contains 195252 members 
Mstep: Class 16 contains 1292 members 
Mstep: Class 17 contains 32825 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 209826 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 50064 members 
Mstep: Class 22 contains 64626 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45554 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073696.000000 Penalty: 114863.273438
Iteration 162Q: 34 clusters Score -1.480737e+08 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 56719 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 24392 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 226948 members 
Mstep: Class 7 contains 3767 members 
Mstep: Class 8 contains 6649 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 161412 members 
Mstep: Class 12 contains 68122 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4335 members 
Mstep: Class 15 contains 195154 members 
Mstep: Class 16 contains 1292 members 
Mstep: Class 17 contains 32809 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 209820 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 50063 members 
Mstep: Class 22 contains 64622 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45547 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073792.000000 Penalty: 114863.273438
Iteration 163Q: 34 clusters Score -1.480738e+08 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 56728 members 
Mstep: Class 3 contains 6968 members 
Mstep: Class 4 contains 24388 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 227047 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 6648 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5013 members 
Mstep: Class 11 contains 161670 members 
Mstep: Class 12 contains 68107 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4334 members 
Mstep: Class 15 contains 195026 members 
Mstep: Class 16 contains 1292 members 
Mstep: Class 17 contains 32797 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 209610 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 50068 members 
Mstep: Class 22 contains 64625 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45559 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073824.000000 Penalty: 114863.273438
Iteration 164Q: 34 clusters Score -1.480738e+08 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 56750 members 
Mstep: Class 3 contains 6973 members 
Mstep: Class 4 contains 24385 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 227262 members 
Mstep: Class 7 contains 3776 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 161961 members 
Mstep: Class 12 contains 68091 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 194922 members 
Mstep: Class 16 contains 1292 members 
Mstep: Class 17 contains 32792 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 209181 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 50090 members 
Mstep: Class 22 contains 64630 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45576 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073616.000000 Penalty: 114863.273438
Iteration 165Q: 34 clusters Score -1.480736e+08 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 56759 members 
Mstep: Class 3 contains 6972 members 
Mstep: Class 4 contains 24381 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 227604 members 
Mstep: Class 7 contains 3793 members 
Mstep: Class 8 contains 6647 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5015 members 
Mstep: Class 11 contains 162207 members 
Mstep: Class 12 contains 68070 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4335 members 
Mstep: Class 15 contains 194819 members 
Mstep: Class 16 contains 1292 members 
Mstep: Class 17 contains 32780 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 208656 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 50103 members 
Mstep: Class 22 contains 64628 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45621 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073648.000000 Penalty: 114863.273438
Iteration 166Q: 34 clusters Score -1.480736e+08 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 56773 members 
Mstep: Class 3 contains 6974 members 
Mstep: Class 4 contains 24379 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 228019 members 
Mstep: Class 7 contains 3805 members 
Mstep: Class 8 contains 6650 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5015 members 
Mstep: Class 11 contains 162421 members 
Mstep: Class 12 contains 68061 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4334 members 
Mstep: Class 15 contains 194763 members 
Mstep: Class 16 contains 1292 members 
Mstep: Class 17 contains 32780 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 208000 members 
Mstep: Class 20 contains 8370 members 
Mstep: Class 21 contains 50138 members 
Mstep: Class 22 contains 64626 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45668 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073984.000000 Penalty: 114863.273438
Iteration 167Q: 34 clusters Score -1.48074e+08 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 56770 members 
Mstep: Class 3 contains 6974 members 
Mstep: Class 4 contains 24378 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 228474 members 
Mstep: Class 7 contains 3825 members 
Mstep: Class 8 contains 6650 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 162626 members 
Mstep: Class 12 contains 68025 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 194764 members 
Mstep: Class 16 contains 1292 members 
Mstep: Class 17 contains 32783 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 207321 members 
Mstep: Class 20 contains 8372 members 
Mstep: Class 21 contains 50171 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45695 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074128.000000 Penalty: 114863.273438
Iteration 168Q: 34 clusters Score -1.480741e+08 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 56765 members 
Mstep: Class 3 contains 6971 members 
Mstep: Class 4 contains 24375 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 228979 members 
Mstep: Class 7 contains 3845 members 
Mstep: Class 8 contains 6650 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5013 members 
Mstep: Class 11 contains 162840 members 
Mstep: Class 12 contains 68011 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 194795 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 32781 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 206516 members 
Mstep: Class 20 contains 8372 members 
Mstep: Class 21 contains 50202 members 
Mstep: Class 22 contains 64621 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45740 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074336.000000 Penalty: 114863.273438
Iteration 169Q: 34 clusters Score -1.480743e+08 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 56764 members 
Mstep: Class 3 contains 6967 members 
Mstep: Class 4 contains 24375 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 229559 members 
Mstep: Class 7 contains 3856 members 
Mstep: Class 8 contains 6653 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5013 members 
Mstep: Class 11 contains 163019 members 
Mstep: Class 12 contains 67997 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4331 members 
Mstep: Class 15 contains 194819 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32782 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 205665 members 
Mstep: Class 20 contains 8372 members 
Mstep: Class 21 contains 50234 members 
Mstep: Class 22 contains 64624 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4627 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45793 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074528.000000 Penalty: 114863.273438
Iteration 170Q: 34 clusters Score -1.480745e+08 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 56772 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 24371 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 230221 members 
Mstep: Class 7 contains 3867 members 
Mstep: Class 8 contains 6653 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 163162 members 
Mstep: Class 12 contains 67964 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4330 members 
Mstep: Class 15 contains 194888 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32785 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 204761 members 
Mstep: Class 20 contains 8372 members 
Mstep: Class 21 contains 50266 members 
Mstep: Class 22 contains 64623 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45820 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074464.000000 Penalty: 114863.273438
Iteration 171Q: 34 clusters Score -1.480745e+08 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 56796 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 24363 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 230937 members 
Mstep: Class 7 contains 3888 members 
Mstep: Class 8 contains 6653 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 163272 members 
Mstep: Class 12 contains 67956 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 194965 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32782 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 203793 members 
Mstep: Class 20 contains 8373 members 
Mstep: Class 21 contains 50278 members 
Mstep: Class 22 contains 64621 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45863 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074512.000000 Penalty: 114863.273438
Iteration 172Q: 34 clusters Score -1.480745e+08 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 56832 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 24359 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 231693 members 
Mstep: Class 7 contains 3913 members 
Mstep: Class 8 contains 6653 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 163350 members 
Mstep: Class 12 contains 67938 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 195058 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32782 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 202783 members 
Mstep: Class 20 contains 8373 members 
Mstep: Class 21 contains 50287 members 
Mstep: Class 22 contains 64621 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45907 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074336.000000 Penalty: 114863.273438
Iteration 173Q: 34 clusters Score -1.480743e+08 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 56847 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 232473 members 
Mstep: Class 7 contains 3932 members 
Mstep: Class 8 contains 6653 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 163402 members 
Mstep: Class 12 contains 67925 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4330 members 
Mstep: Class 15 contains 195160 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32779 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 201759 members 
Mstep: Class 20 contains 8373 members 
Mstep: Class 21 contains 50316 members 
Mstep: Class 22 contains 64627 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45945 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074528.000000 Penalty: 114863.273438
Iteration 174Q: 34 clusters Score -1.480745e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 56870 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 24359 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 233244 members 
Mstep: Class 7 contains 3949 members 
Mstep: Class 8 contains 6652 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5012 members 
Mstep: Class 11 contains 163410 members 
Mstep: Class 12 contains 67924 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 195282 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32777 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 200764 members 
Mstep: Class 20 contains 8373 members 
Mstep: Class 21 contains 50339 members 
Mstep: Class 22 contains 64628 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45990 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074848.000000 Penalty: 114863.273438
Iteration 175Q: 34 clusters Score -1.480748e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 56907 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 234073 members 
Mstep: Class 7 contains 3973 members 
Mstep: Class 8 contains 6654 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 163414 members 
Mstep: Class 12 contains 67920 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 195416 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32774 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 199708 members 
Mstep: Class 20 contains 8373 members 
Mstep: Class 21 contains 50371 members 
Mstep: Class 22 contains 64626 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46005 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074880.000000 Penalty: 114863.273438
Iteration 176Q: 34 clusters Score -1.480749e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 56933 members 
Mstep: Class 3 contains 6962 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 234884 members 
Mstep: Class 7 contains 3991 members 
Mstep: Class 8 contains 6656 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 163383 members 
Mstep: Class 12 contains 67911 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 195543 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32774 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 198737 members 
Mstep: Class 20 contains 8373 members 
Mstep: Class 21 contains 50397 members 
Mstep: Class 22 contains 64625 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46014 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075040.000000 Penalty: 114863.273438
Iteration 177Q: 34 clusters Score -1.48075e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 56958 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 235715 members 
Mstep: Class 7 contains 4002 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 163332 members 
Mstep: Class 12 contains 67900 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 195674 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32773 members 
Mstep: Class 18 contains 3843 members 
Mstep: Class 19 contains 197747 members 
Mstep: Class 20 contains 8374 members 
Mstep: Class 21 contains 50437 members 
Mstep: Class 22 contains 64626 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46022 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075264.000000 Penalty: 114863.273438
Iteration 178Q: 34 clusters Score -1.480753e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 56994 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12483 members 
Mstep: Class 6 contains 236521 members 
Mstep: Class 7 contains 4022 members 
Mstep: Class 8 contains 6658 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 163247 members 
Mstep: Class 12 contains 67892 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4340 members 
Mstep: Class 15 contains 195838 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32774 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 196761 members 
Mstep: Class 20 contains 8374 members 
Mstep: Class 21 contains 50472 members 
Mstep: Class 22 contains 64628 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46038 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074912.000000 Penalty: 114863.273438
Iteration 179Q: 34 clusters Score -1.480749e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 57018 members 
Mstep: Class 3 contains 6965 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 237306 members 
Mstep: Class 7 contains 4029 members 
Mstep: Class 8 contains 6658 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 163169 members 
Mstep: Class 12 contains 67879 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4342 members 
Mstep: Class 15 contains 195985 members 
Mstep: Class 16 contains 1294 members 
Mstep: Class 17 contains 32774 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 195847 members 
Mstep: Class 20 contains 8375 members 
Mstep: Class 21 contains 50513 members 
Mstep: Class 22 contains 64627 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46037 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075056.000000 Penalty: 114863.273438
Iteration 180F: 34 clusters Score -1.480751e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 57041 members 
Mstep: Class 3 contains 6968 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12483 members 
Mstep: Class 6 contains 238047 members 
Mstep: Class 7 contains 4027 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 163090 members 
Mstep: Class 12 contains 67868 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4342 members 
Mstep: Class 15 contains 196150 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32774 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 194946 members 
Mstep: Class 20 contains 8375 members 
Mstep: Class 21 contains 50569 members 
Mstep: Class 22 contains 64625 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46040 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075024.000000 Penalty: 114863.273438
Iteration 181Q: 34 clusters Score -1.48075e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 57070 members 
Mstep: Class 3 contains 6975 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12483 members 
Mstep: Class 6 contains 238781 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 162981 members 
Mstep: Class 12 contains 67866 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4340 members 
Mstep: Class 15 contains 196351 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32779 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 194058 members 
Mstep: Class 20 contains 8376 members 
Mstep: Class 21 contains 50606 members 
Mstep: Class 22 contains 64627 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 46024 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074944.000000 Penalty: 114863.273438
Iteration 182Q: 34 clusters Score -1.480749e+08 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 57095 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 24359 members 
Mstep: Class 5 contains 12483 members 
Mstep: Class 6 contains 239485 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 6662 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 162864 members 
Mstep: Class 12 contains 67867 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4342 members 
Mstep: Class 15 contains 196575 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32775 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 193194 members 
Mstep: Class 20 contains 8376 members 
Mstep: Class 21 contains 50655 members 
Mstep: Class 22 contains 64630 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45995 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074864.000000 Penalty: 114863.273438
Iteration 183Q: 34 clusters Score -1.480749e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 57106 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 240183 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 6662 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 162707 members 
Mstep: Class 12 contains 67882 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4344 members 
Mstep: Class 15 contains 196734 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32778 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 192474 members 
Mstep: Class 20 contains 8377 members 
Mstep: Class 21 contains 50698 members 
Mstep: Class 22 contains 64628 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45939 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075024.000000 Penalty: 114863.273438
Iteration 184Q: 34 clusters Score -1.48075e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 57114 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 24359 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 240880 members 
Mstep: Class 7 contains 4039 members 
Mstep: Class 8 contains 6664 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 162548 members 
Mstep: Class 12 contains 67889 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4342 members 
Mstep: Class 15 contains 196934 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32776 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 191753 members 
Mstep: Class 20 contains 8377 members 
Mstep: Class 21 contains 50723 members 
Mstep: Class 22 contains 64625 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45873 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074752.000000 Penalty: 114863.273438
Iteration 185Q: 34 clusters Score -1.480748e+08 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 57135 members 
Mstep: Class 3 contains 6988 members 
Mstep: Class 4 contains 24353 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 241545 members 
Mstep: Class 7 contains 4050 members 
Mstep: Class 8 contains 6666 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 162364 members 
Mstep: Class 12 contains 67894 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4340 members 
Mstep: Class 15 contains 197140 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32781 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 191078 members 
Mstep: Class 20 contains 8377 members 
Mstep: Class 21 contains 50737 members 
Mstep: Class 22 contains 64624 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45805 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074560.000000 Penalty: 114863.273438
Iteration 186Q: 34 clusters Score -1.480746e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 57152 members 
Mstep: Class 3 contains 6992 members 
Mstep: Class 4 contains 24350 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 242071 members 
Mstep: Class 7 contains 4052 members 
Mstep: Class 8 contains 6669 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 162204 members 
Mstep: Class 12 contains 67906 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4339 members 
Mstep: Class 15 contains 197368 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32782 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 190490 members 
Mstep: Class 20 contains 8378 members 
Mstep: Class 21 contains 50765 members 
Mstep: Class 22 contains 64622 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45734 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074512.000000 Penalty: 114863.273438
Iteration 187Q: 34 clusters Score -1.480745e+08 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 57169 members 
Mstep: Class 3 contains 6994 members 
Mstep: Class 4 contains 24352 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 242535 members 
Mstep: Class 7 contains 4049 members 
Mstep: Class 8 contains 6670 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 162064 members 
Mstep: Class 12 contains 67936 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4337 members 
Mstep: Class 15 contains 197563 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32778 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 189971 members 
Mstep: Class 20 contains 8379 members 
Mstep: Class 21 contains 50787 members 
Mstep: Class 22 contains 64623 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45664 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074624.000000 Penalty: 114863.273438
Iteration 188Q: 34 clusters Score -1.480746e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 57186 members 
Mstep: Class 3 contains 6996 members 
Mstep: Class 4 contains 24352 members 
Mstep: Class 5 contains 12482 members 
Mstep: Class 6 contains 242940 members 
Mstep: Class 7 contains 4047 members 
Mstep: Class 8 contains 6670 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 161909 members 
Mstep: Class 12 contains 67938 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 197751 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32778 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 189531 members 
Mstep: Class 20 contains 8380 members 
Mstep: Class 21 contains 50815 members 
Mstep: Class 22 contains 64625 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4629 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45608 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074752.000000 Penalty: 114863.273438
Iteration 189Q: 34 clusters Score -1.480748e+08 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 57196 members 
Mstep: Class 3 contains 7001 members 
Mstep: Class 4 contains 24355 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 243292 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 6670 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 161774 members 
Mstep: Class 12 contains 67928 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4337 members 
Mstep: Class 15 contains 197884 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32772 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 189212 members 
Mstep: Class 20 contains 8381 members 
Mstep: Class 21 contains 50838 members 
Mstep: Class 22 contains 64625 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4629 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45546 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074576.000000 Penalty: 114863.273438
Iteration 190Q: 34 clusters Score -1.480746e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 57206 members 
Mstep: Class 3 contains 7006 members 
Mstep: Class 4 contains 24359 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 243556 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 6670 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 161645 members 
Mstep: Class 12 contains 67934 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 198041 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32772 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 188935 members 
Mstep: Class 20 contains 8381 members 
Mstep: Class 21 contains 50850 members 
Mstep: Class 22 contains 64622 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4629 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45491 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074656.000000 Penalty: 114863.273438
Iteration 191Q: 34 clusters Score -1.480747e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 57228 members 
Mstep: Class 3 contains 7010 members 
Mstep: Class 4 contains 24364 members 
Mstep: Class 5 contains 12480 members 
Mstep: Class 6 contains 243785 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 6670 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 161490 members 
Mstep: Class 12 contains 67926 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 198178 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32777 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 188734 members 
Mstep: Class 20 contains 8383 members 
Mstep: Class 21 contains 50852 members 
Mstep: Class 22 contains 64623 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4629 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45439 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074976.000000 Penalty: 114863.273438
Iteration 192Q: 34 clusters Score -1.48075e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 57242 members 
Mstep: Class 3 contains 7014 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12480 members 
Mstep: Class 6 contains 243926 members 
Mstep: Class 7 contains 4041 members 
Mstep: Class 8 contains 6668 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 161361 members 
Mstep: Class 12 contains 67937 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 198337 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32782 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 188556 members 
Mstep: Class 20 contains 8386 members 
Mstep: Class 21 contains 50868 members 
Mstep: Class 22 contains 64618 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4629 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45402 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075344.000000 Penalty: 114863.273438
Iteration 193Q: 34 clusters Score -1.480753e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 57263 members 
Mstep: Class 3 contains 7013 members 
Mstep: Class 4 contains 24363 members 
Mstep: Class 5 contains 12480 members 
Mstep: Class 6 contains 244068 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 6670 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5004 members 
Mstep: Class 11 contains 161228 members 
Mstep: Class 12 contains 67942 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4344 members 
Mstep: Class 15 contains 198481 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32784 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 188405 members 
Mstep: Class 20 contains 8388 members 
Mstep: Class 21 contains 50875 members 
Mstep: Class 22 contains 64613 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4629 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45354 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075408.000000 Penalty: 114863.273438
Iteration 194Q: 34 clusters Score -1.480754e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 57283 members 
Mstep: Class 3 contains 7011 members 
Mstep: Class 4 contains 24367 members 
Mstep: Class 5 contains 12481 members 
Mstep: Class 6 contains 244145 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 6673 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 161079 members 
Mstep: Class 12 contains 67954 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4340 members 
Mstep: Class 15 contains 198613 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32784 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 188329 members 
Mstep: Class 20 contains 8389 members 
Mstep: Class 21 contains 50891 members 
Mstep: Class 22 contains 64609 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4629 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45318 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075584.000000 Penalty: 114863.273438
Iteration 195Q: 34 clusters Score -1.480756e+08 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 57290 members 
Mstep: Class 3 contains 7013 members 
Mstep: Class 4 contains 24369 members 
Mstep: Class 5 contains 12480 members 
Mstep: Class 6 contains 244229 members 
Mstep: Class 7 contains 4045 members 
Mstep: Class 8 contains 6673 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 160947 members 
Mstep: Class 12 contains 67954 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4337 members 
Mstep: Class 15 contains 198707 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32788 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 188302 members 
Mstep: Class 20 contains 8389 members 
Mstep: Class 21 contains 50895 members 
Mstep: Class 22 contains 64608 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4629 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45271 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075632.000000 Penalty: 114863.273438
Iteration 196Q: 34 clusters Score -1.480756e+08 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 57299 members 
Mstep: Class 3 contains 7013 members 
Mstep: Class 4 contains 24368 members 
Mstep: Class 5 contains 12479 members 
Mstep: Class 6 contains 244268 members 
Mstep: Class 7 contains 4049 members 
Mstep: Class 8 contains 6673 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 160770 members 
Mstep: Class 12 contains 67964 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 198787 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32790 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 188363 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 50906 members 
Mstep: Class 22 contains 64602 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45231 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075408.000000 Penalty: 114863.273438
Iteration 197Q: 34 clusters Score -1.480754e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57303 members 
Mstep: Class 3 contains 7013 members 
Mstep: Class 4 contains 24370 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 244247 members 
Mstep: Class 7 contains 4049 members 
Mstep: Class 8 contains 6674 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 160625 members 
Mstep: Class 12 contains 67974 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 198865 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32794 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 188455 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 50934 members 
Mstep: Class 22 contains 64602 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45172 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075424.000000 Penalty: 114863.273438
Iteration 198Q: 34 clusters Score -1.480754e+08 nChanged 1199
Entering ConstructFrom: 
Score: -148075424.000000 Penalty: 114863.273438
Entering ConstructFrom: 
Trying to split cluster 1 (43474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Entering Unmasked Estep 
Score: -5202741.500000 Penalty: 2648.619629
	Iteration 0F: 2 clusters Score -5202742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -5173414.000000 Penalty: 5297.239258
	Iteration 0F: 3 clusters Score -5173414 nChanged 20031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -5184422.000000 Penalty: 5297.239258
	Iteration 1F: 3 clusters Score -5184422 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -5185161.000000 Penalty: 5297.239258
	Iteration 2Q: 3 clusters Score -5185161 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -5186058.500000 Penalty: 5297.239258
	Iteration 3Q: 3 clusters Score -5186058 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -5187226.500000 Penalty: 5297.239258
	Iteration 4F: 3 clusters Score -5187226 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -5188651.500000 Penalty: 5297.239258
	Iteration 5F: 3 clusters Score -5188652 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -5190277.500000 Penalty: 5297.239258
	Iteration 6F: 3 clusters Score -5190278 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -5191909.000000 Penalty: 5297.239258
	Iteration 7F: 3 clusters Score -5191909 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -5193418.000000 Penalty: 5297.239258
	Iteration 8F: 3 clusters Score -5193418 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -5194651.500000 Penalty: 5297.239258
	Iteration 9F: 3 clusters Score -5194652 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -5195745.000000 Penalty: 5297.239258
	Iteration 10Q: 3 clusters Score -5195745 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -5196717.500000 Penalty: 5297.239258
	Iteration 11Q: 3 clusters Score -5196718 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -5197630.000000 Penalty: 5297.239258
	Iteration 12Q: 3 clusters Score -5197630 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -5198498.500000 Penalty: 5297.239258
	Iteration 13Q: 3 clusters Score -5198498 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -5199308.000000 Penalty: 5297.239258
	Iteration 14Q: 3 clusters Score -5199308 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -5199954.500000 Penalty: 5297.239258
	Iteration 15Q: 3 clusters Score -5199954 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -5200410.500000 Penalty: 5297.239258
	Iteration 16Q: 3 clusters Score -5200410 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -5200727.500000 Penalty: 5297.239258
	Iteration 17Q: 3 clusters Score -5200728 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -5200935.000000 Penalty: 5297.239258
	Iteration 18Q: 3 clusters Score -5200935 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -5201057.500000 Penalty: 5297.239258
	Iteration 19Q: 3 clusters Score -5201058 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -5201154.000000 Penalty: 5297.239258
	Iteration 20F: 3 clusters Score -5201154 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -5201198.500000 Penalty: 5297.239258
	Iteration 21Q: 3 clusters Score -5201198 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -5201220.500000 Penalty: 5297.239258
	Iteration 22Q: 3 clusters Score -5201220 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -5201258.000000 Penalty: 5297.239258
	Iteration 23Q: 3 clusters Score -5201258 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -5201264.500000 Penalty: 5297.239258
	Iteration 24Q: 3 clusters Score -5201264 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -5201271.000000 Penalty: 5297.239258
	Iteration 25Q: 3 clusters Score -5201271 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -5201291.500000 Penalty: 5297.239258
	Iteration 26Q: 3 clusters Score -5201292 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -5201294.000000 Penalty: 5297.239258
	Iteration 27Q: 3 clusters Score -5201294 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -5201298.500000 Penalty: 5297.239258
	Iteration 28Q: 3 clusters Score -5201298 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -5201320.500000 Penalty: 5297.239258
	Iteration 29Q: 3 clusters Score -5201320 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -5201336.000000 Penalty: 5297.239258
	Iteration 30Q: 3 clusters Score -5201336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -5201348.000000 Penalty: 5297.239258
	Iteration 31Q: 3 clusters Score -5201348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -5201347.500000 Penalty: 5297.239258
	Iteration 32Q: 3 clusters Score -5201348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -5201353.000000 Penalty: 5297.239258
	Iteration 33Q: 3 clusters Score -5201353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -5201350.000000 Penalty: 5297.239258
	Iteration 34Q: 3 clusters Score -5201350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -5201358.500000 Penalty: 5297.239258
	Iteration 35Q: 3 clusters Score -5201358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -5201357.500000 Penalty: 5297.239258
	Iteration 36Q: 3 clusters Score -5201358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -5201358.500000 Penalty: 5297.239258
	Iteration 37Q: 3 clusters Score -5201358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -5201372.500000 Penalty: 5297.239258
	Iteration 38Q: 3 clusters Score -5201372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -5201368.000000 Penalty: 5297.239258
	Iteration 39Q: 3 clusters Score -5201368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -5201382.500000 Penalty: 5297.239258
	Iteration 40F: 3 clusters Score -5201382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -5201376.500000 Penalty: 5297.239258
	Iteration 41Q: 3 clusters Score -5201376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -5201380.000000 Penalty: 5297.239258
	Iteration 42Q: 3 clusters Score -5201380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -5201378.000000 Penalty: 5297.239258
	Iteration 43Q: 3 clusters Score -5201378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -5201382.000000 Penalty: 5297.239258
	Iteration 44Q: 3 clusters Score -5201382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -5201381.500000 Penalty: 5297.239258
	Iteration 45Q: 3 clusters Score -5201382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -5201379.500000 Penalty: 5297.239258
	Iteration 46Q: 3 clusters Score -5201380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -5201380.500000 Penalty: 5297.239258
	Iteration 47Q: 3 clusters Score -5201380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -5201387.500000 Penalty: 5297.239258
	Iteration 48Q: 3 clusters Score -5201388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -5201389.500000 Penalty: 5297.239258
	Iteration 49Q: 3 clusters Score -5201390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -5201391.500000 Penalty: 5297.239258
	Iteration 50Q: 3 clusters Score -5201392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -5201392.000000 Penalty: 5297.239258
	Iteration 51Q: 3 clusters Score -5201392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -5201398.000000 Penalty: 5297.239258
	Iteration 52Q: 3 clusters Score -5201398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -5201388.000000 Penalty: 5297.239258
	Iteration 53Q: 3 clusters Score -5201388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -5201385.500000 Penalty: 5297.239258
	Iteration 54Q: 3 clusters Score -5201386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -5201380.500000 Penalty: 5297.239258
	Iteration 55Q: 3 clusters Score -5201380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -5201383.000000 Penalty: 5297.239258
	Iteration 56Q: 3 clusters Score -5201383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -5201384.500000 Penalty: 5297.239258
	Iteration 57Q: 3 clusters Score -5201384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -5201379.000000 Penalty: 5297.239258
	Iteration 58Q: 3 clusters Score -5201379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -5201379.000000 Penalty: 5297.239258
	Iteration 59Q: 3 clusters Score -5201379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -5201383.000000 Penalty: 5297.239258
	Iteration 60F: 3 clusters Score -5201383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -5201379.000000 Penalty: 5297.239258
	Iteration 61Q: 3 clusters Score -5201379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -5201385.000000 Penalty: 5297.239258
	Iteration 62Q: 3 clusters Score -5201385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -5201386.000000 Penalty: 5297.239258
	Iteration 63Q: 3 clusters Score -5201386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -5201392.000000 Penalty: 5297.239258
	Iteration 64Q: 3 clusters Score -5201392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -5201389.000000 Penalty: 5297.239258
	Iteration 65Q: 3 clusters Score -5201389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -5201388.500000 Penalty: 5297.239258
	Iteration 66Q: 3 clusters Score -5201388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -5201387.500000 Penalty: 5297.239258
	Iteration 67Q: 3 clusters Score -5201388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -5201396.500000 Penalty: 5297.239258
	Iteration 68Q: 3 clusters Score -5201396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -5201388.500000 Penalty: 5297.239258
	Iteration 69Q: 3 clusters Score -5201388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -5201391.500000 Penalty: 5297.239258
	Iteration 70Q: 3 clusters Score -5201392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -5201391.500000 Penalty: 5297.239258
	Iteration 71Q: 3 clusters Score -5201392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -5201388.000000 Penalty: 5297.239258
	Iteration 72Q: 3 clusters Score -5201388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -5201386.000000 Penalty: 5297.239258
	Iteration 73Q: 3 clusters Score -5201386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -5201390.500000 Penalty: 5297.239258
	Iteration 74Q: 3 clusters Score -5201390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -5201390.500000 Penalty: 5297.239258
	Iteration 75F: 3 clusters Score -5201390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (57309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57309 members 
Entering Unmasked Estep 
Score: -7037769.500000 Penalty: 2717.140869
	Iteration 0F: 2 clusters Score -7037770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -6999284.500000 Penalty: 5434.281738
	Iteration 0F: 3 clusters Score -6999284 nChanged 26602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -7013973.000000 Penalty: 5434.281738
	Iteration 1F: 3 clusters Score -7013973 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -7014447.000000 Penalty: 5434.281738
	Iteration 2Q: 3 clusters Score -7014447 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -7015028.500000 Penalty: 5434.281738
	Iteration 3Q: 3 clusters Score -7015028 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -7015623.500000 Penalty: 5434.281738
	Iteration 4Q: 3 clusters Score -7015624 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -7016399.000000 Penalty: 5434.281738
	Iteration 5Q: 3 clusters Score -7016399 nChanged 2542
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -7017487.000000 Penalty: 5434.281738
	Iteration 6Q: 3 clusters Score -7017487 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -7019180.500000 Penalty: 5434.281738
	Iteration 7F: 3 clusters Score -7019180 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -7021554.500000 Penalty: 5434.281738
	Iteration 8F: 3 clusters Score -7021554 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -7024708.500000 Penalty: 5434.281738
	Iteration 9F: 3 clusters Score -7024708 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -7028137 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -7030661.000000 Penalty: 5434.281738
	Iteration 11F: 3 clusters Score -7030661 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -7032133.000000 Penalty: 5434.281738
	Iteration 12Q: 3 clusters Score -7032133 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -7032818.500000 Penalty: 5434.281738
	Iteration 13Q: 3 clusters Score -7032818 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7033257 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -7033539.000000 Penalty: 5434.281738
	Iteration 15Q: 3 clusters Score -7033539 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
Score: -7033750.500000 Penalty: 5434.281738
	Iteration 16Q: 3 clusters Score -7033750 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -7033943.000000 Penalty: 5434.281738
	Iteration 17Q: 3 clusters Score -7033943 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -7034079.500000 Penalty: 5434.281738
	Iteration 18Q: 3 clusters Score -7034080 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -7034165.500000 Penalty: 5434.281738
	Iteration 19Q: 3 clusters Score -7034166 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -7034256.000000 Penalty: 5434.281738
	Iteration 20F: 3 clusters Score -7034256 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -7034312.000000 Penalty: 5434.281738
	Iteration 21Q: 3 clusters Score -7034312 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -7034413.500000 Penalty: 5434.281738
	Iteration 22Q: 3 clusters Score -7034414 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -7034471.000000 Penalty: 5434.281738
	Iteration 23Q: 3 clusters Score -7034471 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -7034551.500000 Penalty: 5434.281738
	Iteration 24Q: 3 clusters Score -7034552 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -7034627.500000 Penalty: 5434.281738
	Iteration 25Q: 3 clusters Score -7034628 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -7034675.500000 Penalty: 5434.281738
	Iteration 26Q: 3 clusters Score -7034676 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -7034716.500000 Penalty: 5434.281738
	Iteration 27Q: 3 clusters Score -7034716 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -7034760.000000 Penalty: 5434.281738
	Iteration 28Q: 3 clusters Score -7034760 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -7034780.000000 Penalty: 5434.281738
	Iteration 29Q: 3 clusters Score -7034780 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 53084 members 
Entering Unmasked Estep 
Score: -7034834.000000 Penalty: 5434.281738
	Iteration 30Q: 3 clusters Score -7034834 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -7034878.500000 Penalty: 5434.281738
	Iteration 31Q: 3 clusters Score -7034878 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -7034906.500000 Penalty: 5434.281738
	Iteration 32Q: 3 clusters Score -7034906 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -7034928.000000 Penalty: 5434.281738
	Iteration 33Q: 3 clusters Score -7034928 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -7034949.000000 Penalty: 5434.281738
	Iteration 34Q: 3 clusters Score -7034949 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -7034963.000000 Penalty: 5434.281738
	Iteration 35Q: 3 clusters Score -7034963 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -7034979.000000 Penalty: 5434.281738
	Iteration 36Q: 3 clusters Score -7034979 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -7034999.000000 Penalty: 5434.281738
	Iteration 37Q: 3 clusters Score -7034999 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -7035038.000000 Penalty: 5434.281738
	Iteration 38Q: 3 clusters Score -7035038 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -7035053.500000 Penalty: 5434.281738
	Iteration 39Q: 3 clusters Score -7035054 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -7035074.500000 Penalty: 5434.281738
	Iteration 40F: 3 clusters Score -7035074 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -7035090.500000 Penalty: 5434.281738
	Iteration 41Q: 3 clusters Score -7035090 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -7035088.500000 Penalty: 5434.281738
	Iteration 42Q: 3 clusters Score -7035088 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 54236 members 
Entering Unmasked Estep 
Score: -7035112.500000 Penalty: 5434.281738
	Iteration 43Q: 3 clusters Score -7035112 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -7035131.000000 Penalty: 5434.281738
	Iteration 44Q: 3 clusters Score -7035131 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -7035144.500000 Penalty: 5434.281738
	Iteration 45Q: 3 clusters Score -7035144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -7035169.000000 Penalty: 5434.281738
	Iteration 46Q: 3 clusters Score -7035169 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -7035184.500000 Penalty: 5434.281738
	Iteration 47Q: 3 clusters Score -7035184 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
Score: -7035184.500000 Penalty: 5434.281738
	Iteration 48Q: 3 clusters Score -7035184 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -7035201.500000 Penalty: 5434.281738
	Iteration 49Q: 3 clusters Score -7035202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -7035209.000000 Penalty: 5434.281738
	Iteration 50Q: 3 clusters Score -7035209 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -7035234.000000 Penalty: 5434.281738
	Iteration 51Q: 3 clusters Score -7035234 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 54782 members 
Entering Unmasked Estep 
Score: -7035245.500000 Penalty: 5434.281738
	Iteration 52Q: 3 clusters Score -7035246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -7035255.500000 Penalty: 5434.281738
	Iteration 53Q: 3 clusters Score -7035256 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -7035269.500000 Penalty: 5434.281738
	Iteration 54Q: 3 clusters Score -7035270 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -7035276.500000 Penalty: 5434.281738
	Iteration 55Q: 3 clusters Score -7035276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -7035284.000000 Penalty: 5434.281738
	Iteration 56Q: 3 clusters Score -7035284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -7035286.000000 Penalty: 5434.281738
	Iteration 57Q: 3 clusters Score -7035286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
Score: -7035290.500000 Penalty: 5434.281738
	Iteration 58Q: 3 clusters Score -7035290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 55033 members 
Entering Unmasked Estep 
Score: -7035299.000000 Penalty: 5434.281738
	Iteration 59Q: 3 clusters Score -7035299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -7035313.500000 Penalty: 5434.281738
	Iteration 60F: 3 clusters Score -7035314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -7035320.000000 Penalty: 5434.281738
	Iteration 61Q: 3 clusters Score -7035320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -7035322.000000 Penalty: 5434.281738
	Iteration 62Q: 3 clusters Score -7035322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -7035317.500000 Penalty: 5434.281738
	Iteration 63Q: 3 clusters Score -7035318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -7035339.500000 Penalty: 5434.281738
	Iteration 64Q: 3 clusters Score -7035340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -7035348.500000 Penalty: 5434.281738
	Iteration 65Q: 3 clusters Score -7035348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -7035358.500000 Penalty: 5434.281738
	Iteration 66Q: 3 clusters Score -7035358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -7035367.000000 Penalty: 5434.281738
	Iteration 67Q: 3 clusters Score -7035367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 55277 members 
Entering Unmasked Estep 
Score: -7035367.500000 Penalty: 5434.281738
	Iteration 68Q: 3 clusters Score -7035368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 55301 members 
Entering Unmasked Estep 
Score: -7035393.000000 Penalty: 5434.281738
	Iteration 69Q: 3 clusters Score -7035393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 55319 members 
Entering Unmasked Estep 
Score: -7035388.500000 Penalty: 5434.281738
	Iteration 70Q: 3 clusters Score -7035388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -7035398.500000 Penalty: 5434.281738
	Iteration 71Q: 3 clusters Score -7035398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 55359 members 
Entering Unmasked Estep 
Score: -7035393.000000 Penalty: 5434.281738
	Iteration 72Q: 3 clusters Score -7035393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -7035398.000000 Penalty: 5434.281738
	Iteration 73Q: 3 clusters Score -7035398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -7035402.000000 Penalty: 5434.281738
	Iteration 74Q: 3 clusters Score -7035402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 55412 members 
Entering Unmasked Estep 
Score: -7035405.500000 Penalty: 5434.281738
	Iteration 75Q: 3 clusters Score -7035406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 55425 members 
Entering Unmasked Estep 
Score: -7035408.500000 Penalty: 5434.281738
	Iteration 76Q: 3 clusters Score -7035408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -7035412.500000 Penalty: 5434.281738
	Iteration 77Q: 3 clusters Score -7035412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -7035417.000000 Penalty: 5434.281738
	Iteration 78Q: 3 clusters Score -7035417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 55455 members 
Entering Unmasked Estep 
Score: -7035413.000000 Penalty: 5434.281738
	Iteration 79Q: 3 clusters Score -7035413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 55465 members 
Entering Unmasked Estep 
Score: -7035417.000000 Penalty: 5434.281738
	Iteration 80F: 3 clusters Score -7035417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -7035412.500000 Penalty: 5434.281738
	Iteration 81Q: 3 clusters Score -7035412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
Score: -7035418.000000 Penalty: 5434.281738
	Iteration 82Q: 3 clusters Score -7035418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -7035420.500000 Penalty: 5434.281738
	Iteration 83Q: 3 clusters Score -7035420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 55493 members 
Entering Unmasked Estep 
Score: -7035422.000000 Penalty: 5434.281738
	Iteration 84Q: 3 clusters Score -7035422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 55502 members 
Entering Unmasked Estep 
Score: -7035426.500000 Penalty: 5434.281738
	Iteration 85Q: 3 clusters Score -7035426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -7035427.500000 Penalty: 5434.281738
	Iteration 86Q: 3 clusters Score -7035428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -7035427.500000 Penalty: 5434.281738
	Iteration 87Q: 3 clusters Score -7035428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -7035431.500000 Penalty: 5434.281738
	Iteration 88Q: 3 clusters Score -7035432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -7035435.500000 Penalty: 5434.281738
	Iteration 89Q: 3 clusters Score -7035436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -7035441.500000 Penalty: 5434.281738
	Iteration 90Q: 3 clusters Score -7035442 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -7035441.000000 Penalty: 5434.281738
	Iteration 91Q: 3 clusters Score -7035441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -7035446.000000 Penalty: 5434.281738
	Iteration 92Q: 3 clusters Score -7035446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -7035452.000000 Penalty: 5434.281738
	Iteration 93Q: 3 clusters Score -7035452 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
Score: -7035468.500000 Penalty: 5434.281738
	Iteration 94Q: 3 clusters Score -7035468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -7035482.000000 Penalty: 5434.281738
	Iteration 95Q: 3 clusters Score -7035482 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -7035473.000000 Penalty: 5434.281738
	Iteration 96Q: 3 clusters Score -7035473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -7035475.000000 Penalty: 5434.281738
	Iteration 97Q: 3 clusters Score -7035475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -7035484.500000 Penalty: 5434.281738
	Iteration 98Q: 3 clusters Score -7035484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -7035481.500000 Penalty: 5434.281738
	Iteration 99Q: 3 clusters Score -7035482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 55615 members 
Entering Unmasked Estep 
Score: -7035477.500000 Penalty: 5434.281738
	Iteration 100F: 3 clusters Score -7035478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -7035474.000000 Penalty: 5434.281738
	Iteration 101Q: 3 clusters Score -7035474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -7035479.500000 Penalty: 5434.281738
	Iteration 102Q: 3 clusters Score -7035480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -7035479.000000 Penalty: 5434.281738
	Iteration 103Q: 3 clusters Score -7035479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -7035479.000000 Penalty: 5434.281738
	Iteration 104F: 3 clusters Score -7035479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Entering Unmasked Estep 
Score: -748412.875000 Penalty: 2196.275146
	Iteration 0F: 2 clusters Score -748412.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -742647.812500 Penalty: 4392.550293
	Iteration 0F: 3 clusters Score -742647.8 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -744711.625000 Penalty: 4392.550293
	Iteration 1F: 3 clusters Score -744711.6 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -745702.312500 Penalty: 4392.550293
	Iteration 2F: 3 clusters Score -745702.3 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -747142.625000 Penalty: 4392.550293
	Iteration 3F: 3 clusters Score -747142.6 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -748116.312500 Penalty: 4392.550293
	Iteration 4F: 3 clusters Score -748116.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -748596.625000 Penalty: 4392.550293
	Iteration 5F: 3 clusters Score -748596.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -748893.750000 Penalty: 4392.550293
	Iteration 6Q: 3 clusters Score -748893.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -749054.000000 Penalty: 4392.550293
	Iteration 7Q: 3 clusters Score -749054 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -749201.062500 Penalty: 4392.550293
	Iteration 8Q: 3 clusters Score -749201.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -749335.187500 Penalty: 4392.550293
	Iteration 9Q: 3 clusters Score -749335.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -749452.625000 Penalty: 4392.550293
	Iteration 10Q: 3 clusters Score -749452.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -749561.375000 Penalty: 4392.550293
	Iteration 11Q: 3 clusters Score -749561.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -749642.687500 Penalty: 4392.550293
	Iteration 12Q: 3 clusters Score -749642.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -749680.437500 Penalty: 4392.550293
	Iteration 13Q: 3 clusters Score -749680.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -749700.062500 Penalty: 4392.550293
	Iteration 14Q: 3 clusters Score -749700.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -749710.250000 Penalty: 4392.550293
	Iteration 15Q: 3 clusters Score -749710.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -749720.500000 Penalty: 4392.550293
	Iteration 16Q: 3 clusters Score -749720.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -749719.187500 Penalty: 4392.550293
	Iteration 17Q: 3 clusters Score -749719.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -749720.500000 Penalty: 4392.550293
	Iteration 18Q: 3 clusters Score -749720.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -749721.625000 Penalty: 4392.550293
	Iteration 19Q: 3 clusters Score -749721.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -749721.500000 Penalty: 4392.550293
	Iteration 20F: 3 clusters Score -749721.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -749722.000000 Penalty: 4392.550293
	Iteration 21Q: 3 clusters Score -749722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -749723.187500 Penalty: 4392.550293
	Iteration 22Q: 3 clusters Score -749723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -749722.687500 Penalty: 4392.550293
	Iteration 23Q: 3 clusters Score -749722.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -749723.375000 Penalty: 4392.550293
	Iteration 24Q: 3 clusters Score -749723.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -749724.687500 Penalty: 4392.550293
	Iteration 25Q: 3 clusters Score -749724.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -749725.562500 Penalty: 4392.550293
	Iteration 26Q: 3 clusters Score -749725.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -749727.750000 Penalty: 4392.550293
	Iteration 27Q: 3 clusters Score -749727.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -749729.500000 Penalty: 4392.550293
	Iteration 28Q: 3 clusters Score -749729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -749730.187500 Penalty: 4392.550293
	Iteration 29Q: 3 clusters Score -749730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -749730.687500 Penalty: 4392.550293
	Iteration 30Q: 3 clusters Score -749730.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -749730.687500 Penalty: 4392.550293
	Iteration 31F: 3 clusters Score -749730.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 57309 members 
Mstep: Class 3 contains 5095 members 
Mstep: Class 4 contains 24372 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 244194 members 
Mstep: Class 7 contains 4047 members 
Mstep: Class 8 contains 6674 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 160458 members 
Mstep: Class 12 contains 67985 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 198925 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32795 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 188601 members 
Mstep: Class 20 contains 8389 members 
Mstep: Class 21 contains 50965 members 
Mstep: Class 22 contains 64599 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45131 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 1921 members 
Entering Unmasked Estep 
Score: -148075360.000000 Penalty: 118343.976562
Splitting cluster 3 changes total score from -148075424.000000 to -148075360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (24372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Entering Unmasked Estep 
Score: -2885242.250000 Penalty: 2505.095215
	Iteration 0F: 2 clusters Score -2885242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2868326.500000 Penalty: 5010.190430
	Iteration 0F: 3 clusters Score -2868326 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2874035.000000 Penalty: 5010.190430
	Iteration 1F: 3 clusters Score -2874035 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2874446.500000 Penalty: 5010.190430
	Iteration 2F: 3 clusters Score -2874446 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2874804.500000 Penalty: 5010.190430
	Iteration 3Q: 3 clusters Score -2874804 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2875141.750000 Penalty: 5010.190430
	Iteration 4Q: 3 clusters Score -2875142 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2875496.750000 Penalty: 5010.190430
	Iteration 5Q: 3 clusters Score -2875497 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2875963.250000 Penalty: 5010.190430
	Iteration 6Q: 3 clusters Score -2875963 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2876552.750000 Penalty: 5010.190430
	Iteration 7Q: 3 clusters Score -2876553 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2877373.000000 Penalty: 5010.190430
	Iteration 8Q: 3 clusters Score -2877373 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2878535.000000 Penalty: 5010.190430
	Iteration 9F: 3 clusters Score -2878535 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2879997.750000 Penalty: 5010.190430
	Iteration 10F: 3 clusters Score -2879998 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2881176.000000 Penalty: 5010.190430
	Iteration 11F: 3 clusters Score -2881176 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2881853.500000 Penalty: 5010.190430
	Iteration 12Q: 3 clusters Score -2881854 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2882252.000000 Penalty: 5010.190430
	Iteration 13Q: 3 clusters Score -2882252 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2882516.500000 Penalty: 5010.190430
	Iteration 14Q: 3 clusters Score -2882516 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2882669.750000 Penalty: 5010.190430
	Iteration 15Q: 3 clusters Score -2882670 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2882805.750000 Penalty: 5010.190430
	Iteration 16Q: 3 clusters Score -2882806 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2882875.750000 Penalty: 5010.190430
	Iteration 17Q: 3 clusters Score -2882876 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2882949.250000 Penalty: 5010.190430
	Iteration 18Q: 3 clusters Score -2882949 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2883007.000000 Penalty: 5010.190430
	Iteration 19Q: 3 clusters Score -2883007 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2883038.750000 Penalty: 5010.190430
	Iteration 20F: 3 clusters Score -2883039 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2883092.500000 Penalty: 5010.190430
	Iteration 21Q: 3 clusters Score -2883092 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2883120.000000 Penalty: 5010.190430
	Iteration 22Q: 3 clusters Score -2883120 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2883168.750000 Penalty: 5010.190430
	Iteration 23Q: 3 clusters Score -2883169 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -2883203.750000 Penalty: 5010.190430
	Iteration 24Q: 3 clusters Score -2883204 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2883227.500000 Penalty: 5010.190430
	Iteration 25Q: 3 clusters Score -2883228 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2883248.250000 Penalty: 5010.190430
	Iteration 26Q: 3 clusters Score -2883248 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2883260.750000 Penalty: 5010.190430
	Iteration 27Q: 3 clusters Score -2883261 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2883283.750000 Penalty: 5010.190430
	Iteration 28Q: 3 clusters Score -2883284 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2883301.750000 Penalty: 5010.190430
	Iteration 29Q: 3 clusters Score -2883302 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2883297.500000 Penalty: 5010.190430
	Iteration 30Q: 3 clusters Score -2883298 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2883309.750000 Penalty: 5010.190430
	Iteration 31Q: 3 clusters Score -2883310 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2883326.000000 Penalty: 5010.190430
	Iteration 32Q: 3 clusters Score -2883326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2883327.000000 Penalty: 5010.190430
	Iteration 33Q: 3 clusters Score -2883327 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2883341.500000 Penalty: 5010.190430
	Iteration 34Q: 3 clusters Score -2883342 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -2883360.500000 Penalty: 5010.190430
	Iteration 35Q: 3 clusters Score -2883360 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2883376.750000 Penalty: 5010.190430
	Iteration 36Q: 3 clusters Score -2883377 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2883397.000000 Penalty: 5010.190430
	Iteration 37Q: 3 clusters Score -2883397 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2883418.000000 Penalty: 5010.190430
	Iteration 38Q: 3 clusters Score -2883418 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2883440.000000 Penalty: 5010.190430
	Iteration 39Q: 3 clusters Score -2883440 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2883469.250000 Penalty: 5010.190430
	Iteration 40F: 3 clusters Score -2883469 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2883501.500000 Penalty: 5010.190430
	Iteration 41Q: 3 clusters Score -2883502 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2883536.250000 Penalty: 5010.190430
	Iteration 42Q: 3 clusters Score -2883536 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2883576.250000 Penalty: 5010.190430
	Iteration 43Q: 3 clusters Score -2883576 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2883618.250000 Penalty: 5010.190430
	Iteration 44Q: 3 clusters Score -2883618 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2883668.750000 Penalty: 5010.190430
	Iteration 45Q: 3 clusters Score -2883669 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2883727.750000 Penalty: 5010.190430
	Iteration 46Q: 3 clusters Score -2883728 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2883773.500000 Penalty: 5010.190430
	Iteration 47Q: 3 clusters Score -2883774 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2883832.250000 Penalty: 5010.190430
	Iteration 48Q: 3 clusters Score -2883832 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2883894.500000 Penalty: 5010.190430
	Iteration 49Q: 3 clusters Score -2883894 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2883975.750000 Penalty: 5010.190430
	Iteration 50Q: 3 clusters Score -2883976 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2884031.250000 Penalty: 5010.190430
	Iteration 51Q: 3 clusters Score -2884031 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2884069.750000 Penalty: 5010.190430
	Iteration 52Q: 3 clusters Score -2884070 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2884094.750000 Penalty: 5010.190430
	Iteration 53Q: 3 clusters Score -2884095 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2884121.250000 Penalty: 5010.190430
	Iteration 54Q: 3 clusters Score -2884121 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2884145.000000 Penalty: 5010.190430
	Iteration 55Q: 3 clusters Score -2884145 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2884171.500000 Penalty: 5010.190430
	Iteration 56Q: 3 clusters Score -2884172 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2884207.250000 Penalty: 5010.190430
	Iteration 57Q: 3 clusters Score -2884207 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2884213.250000 Penalty: 5010.190430
	Iteration 58Q: 3 clusters Score -2884213 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2884229.500000 Penalty: 5010.190430
	Iteration 59Q: 3 clusters Score -2884230 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2884243.500000 Penalty: 5010.190430
	Iteration 60F: 3 clusters Score -2884244 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2884256.500000 Penalty: 5010.190430
	Iteration 61Q: 3 clusters Score -2884256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2884266.250000 Penalty: 5010.190430
	Iteration 62Q: 3 clusters Score -2884266 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2884272.000000 Penalty: 5010.190430
	Iteration 63Q: 3 clusters Score -2884272 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2884279.000000 Penalty: 5010.190430
	Iteration 64Q: 3 clusters Score -2884279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2884287.750000 Penalty: 5010.190430
	Iteration 65Q: 3 clusters Score -2884288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2884282.000000 Penalty: 5010.190430
	Iteration 66Q: 3 clusters Score -2884282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2884286.750000 Penalty: 5010.190430
	Iteration 67Q: 3 clusters Score -2884287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2884290.500000 Penalty: 5010.190430
	Iteration 68Q: 3 clusters Score -2884290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2884291.500000 Penalty: 5010.190430
	Iteration 69Q: 3 clusters Score -2884292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2884291.000000 Penalty: 5010.190430
	Iteration 70Q: 3 clusters Score -2884291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -2884297.000000 Penalty: 5010.190430
	Iteration 71Q: 3 clusters Score -2884297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2884307.250000 Penalty: 5010.190430
	Iteration 72Q: 3 clusters Score -2884307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2884310.000000 Penalty: 5010.190430
	Iteration 73Q: 3 clusters Score -2884310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2884313.000000 Penalty: 5010.190430
	Iteration 74Q: 3 clusters Score -2884313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2884305.500000 Penalty: 5010.190430
	Iteration 75Q: 3 clusters Score -2884306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2884320.500000 Penalty: 5010.190430
	Iteration 76Q: 3 clusters Score -2884320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2884324.500000 Penalty: 5010.190430
	Iteration 77Q: 3 clusters Score -2884324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2884324.750000 Penalty: 5010.190430
	Iteration 78Q: 3 clusters Score -2884325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2884327.500000 Penalty: 5010.190430
	Iteration 79Q: 3 clusters Score -2884328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2884332.750000 Penalty: 5010.190430
	Iteration 80F: 3 clusters Score -2884333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2884323.250000 Penalty: 5010.190430
	Iteration 81Q: 3 clusters Score -2884323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -2884321.000000 Penalty: 5010.190430
	Iteration 82Q: 3 clusters Score -2884321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2884318.750000 Penalty: 5010.190430
	Iteration 83Q: 3 clusters Score -2884319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2884317.500000 Penalty: 5010.190430
	Iteration 84Q: 3 clusters Score -2884318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2884322.500000 Penalty: 5010.190430
	Iteration 85Q: 3 clusters Score -2884322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2884318.250000 Penalty: 5010.190430
	Iteration 86Q: 3 clusters Score -2884318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2884315.500000 Penalty: 5010.190430
	Iteration 87Q: 3 clusters Score -2884316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2884319.250000 Penalty: 5010.190430
	Iteration 88Q: 3 clusters Score -2884319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2884316.000000 Penalty: 5010.190430
	Iteration 89Q: 3 clusters Score -2884316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2884316.750000 Penalty: 5010.190430
	Iteration 90Q: 3 clusters Score -2884317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2884319.250000 Penalty: 5010.190430
	Iteration 91Q: 3 clusters Score -2884319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2884319.250000 Penalty: 5010.190430
	Iteration 92F: 3 clusters Score -2884319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Entering Unmasked Estep 
Score: -1487641.625000 Penalty: 2339.067139
	Iteration 0F: 2 clusters Score -1487642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1478364.875000 Penalty: 4678.134277
	Iteration 0F: 3 clusters Score -1478365 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1481307.875000 Penalty: 4678.134277
	Iteration 1F: 3 clusters Score -1481308 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1481901.000000 Penalty: 4678.134277
	Iteration 2F: 3 clusters Score -1481901 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1482590.125000 Penalty: 4678.134277
	Iteration 3F: 3 clusters Score -1482590 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1483397.625000 Penalty: 4678.134277
	Iteration 4F: 3 clusters Score -1483398 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1484152.500000 Penalty: 4678.134277
	Iteration 5F: 3 clusters Score -1484152 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1484710.500000 Penalty: 4678.134277
	Iteration 6F: 3 clusters Score -1484710 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1485029.250000 Penalty: 4678.134277
	Iteration 7Q: 3 clusters Score -1485029 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1485221.250000 Penalty: 4678.134277
	Iteration 8Q: 3 clusters Score -1485221 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1485337.125000 Penalty: 4678.134277
	Iteration 9Q: 3 clusters Score -1485337 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1485414.875000 Penalty: 4678.134277
	Iteration 10Q: 3 clusters Score -1485415 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1485471.000000 Penalty: 4678.134277
	Iteration 11Q: 3 clusters Score -1485471 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1485520.500000 Penalty: 4678.134277
	Iteration 12Q: 3 clusters Score -1485520 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1485559.875000 Penalty: 4678.134277
	Iteration 13Q: 3 clusters Score -1485560 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1485592.500000 Penalty: 4678.134277
	Iteration 14Q: 3 clusters Score -1485592 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1485622.625000 Penalty: 4678.134277
	Iteration 15Q: 3 clusters Score -1485623 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1485653.125000 Penalty: 4678.134277
	Iteration 16Q: 3 clusters Score -1485653 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1485689.000000 Penalty: 4678.134277
	Iteration 17Q: 3 clusters Score -1485689 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1485713.000000 Penalty: 4678.134277
	Iteration 18Q: 3 clusters Score -1485713 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1485746.250000 Penalty: 4678.134277
	Iteration 19Q: 3 clusters Score -1485746 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1485774.125000 Penalty: 4678.134277
	Iteration 20F: 3 clusters Score -1485774 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1485805.500000 Penalty: 4678.134277
	Iteration 21Q: 3 clusters Score -1485806 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1485842.250000 Penalty: 4678.134277
	Iteration 22Q: 3 clusters Score -1485842 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1485879.625000 Penalty: 4678.134277
	Iteration 23Q: 3 clusters Score -1485880 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1485911.875000 Penalty: 4678.134277
	Iteration 24Q: 3 clusters Score -1485912 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1485935.875000 Penalty: 4678.134277
	Iteration 25Q: 3 clusters Score -1485936 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1485961.250000 Penalty: 4678.134277
	Iteration 26Q: 3 clusters Score -1485961 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1485980.500000 Penalty: 4678.134277
	Iteration 27Q: 3 clusters Score -1485980 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1485999.375000 Penalty: 4678.134277
	Iteration 28Q: 3 clusters Score -1485999 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1486013.750000 Penalty: 4678.134277
	Iteration 29Q: 3 clusters Score -1486014 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1486033.625000 Penalty: 4678.134277
	Iteration 30Q: 3 clusters Score -1486034 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1486049.375000 Penalty: 4678.134277
	Iteration 31Q: 3 clusters Score -1486049 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1486061.250000 Penalty: 4678.134277
	Iteration 32Q: 3 clusters Score -1486061 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1486076.750000 Penalty: 4678.134277
	Iteration 33Q: 3 clusters Score -1486077 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1486100.375000 Penalty: 4678.134277
	Iteration 34Q: 3 clusters Score -1486100 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1486122.125000 Penalty: 4678.134277
	Iteration 35Q: 3 clusters Score -1486122 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1486155.500000 Penalty: 4678.134277
	Iteration 36Q: 3 clusters Score -1486156 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1486219.375000 Penalty: 4678.134277
	Iteration 37Q: 3 clusters Score -1486219 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1486318.500000 Penalty: 4678.134277
	Iteration 38Q: 3 clusters Score -1486318 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1486435.875000 Penalty: 4678.134277
	Iteration 39Q: 3 clusters Score -1486436 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1486544.000000 Penalty: 4678.134277
	Iteration 40F: 3 clusters Score -1486544 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1486643.625000 Penalty: 4678.134277
	Iteration 41Q: 3 clusters Score -1486644 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1486708.750000 Penalty: 4678.134277
	Iteration 42Q: 3 clusters Score -1486709 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1486751.125000 Penalty: 4678.134277
	Iteration 43Q: 3 clusters Score -1486751 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1486771.750000 Penalty: 4678.134277
	Iteration 44Q: 3 clusters Score -1486772 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1486791.875000 Penalty: 4678.134277
	Iteration 45Q: 3 clusters Score -1486792 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1486802.750000 Penalty: 4678.134277
	Iteration 46Q: 3 clusters Score -1486803 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1486815.750000 Penalty: 4678.134277
	Iteration 47Q: 3 clusters Score -1486816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1486820.500000 Penalty: 4678.134277
	Iteration 48Q: 3 clusters Score -1486820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1486830.500000 Penalty: 4678.134277
	Iteration 49Q: 3 clusters Score -1486830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1486842.375000 Penalty: 4678.134277
	Iteration 50Q: 3 clusters Score -1486842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1486847.375000 Penalty: 4678.134277
	Iteration 51Q: 3 clusters Score -1486847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1486849.625000 Penalty: 4678.134277
	Iteration 52Q: 3 clusters Score -1486850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1486854.625000 Penalty: 4678.134277
	Iteration 53Q: 3 clusters Score -1486855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1486857.625000 Penalty: 4678.134277
	Iteration 54Q: 3 clusters Score -1486858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1486862.750000 Penalty: 4678.134277
	Iteration 55Q: 3 clusters Score -1486863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1486863.125000 Penalty: 4678.134277
	Iteration 56Q: 3 clusters Score -1486863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1486864.000000 Penalty: 4678.134277
	Iteration 57Q: 3 clusters Score -1486864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1486870.250000 Penalty: 4678.134277
	Iteration 58Q: 3 clusters Score -1486870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1486869.125000 Penalty: 4678.134277
	Iteration 59Q: 3 clusters Score -1486869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1486867.625000 Penalty: 4678.134277
	Iteration 60F: 3 clusters Score -1486868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1486868.375000 Penalty: 4678.134277
	Iteration 61Q: 3 clusters Score -1486868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1486868.875000 Penalty: 4678.134277
	Iteration 62Q: 3 clusters Score -1486869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1486869.125000 Penalty: 4678.134277
	Iteration 63Q: 3 clusters Score -1486869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1486869.500000 Penalty: 4678.134277
	Iteration 64Q: 3 clusters Score -1486870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1486869.875000 Penalty: 4678.134277
	Iteration 65Q: 3 clusters Score -1486870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1486869.875000 Penalty: 4678.134277
	Iteration 66F: 3 clusters Score -1486870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (244194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244194 members 
Entering Unmasked Estep 
Score: -29975204.000000 Penalty: 3076.617920
	Iteration 0F: 2 clusters Score -2.99752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121888 members 
Mstep: Class 2 contains 122306 members 
Entering Unmasked Estep 
Score: -29813684.000000 Penalty: 6153.235840
	Iteration 0F: 3 clusters Score -2.981368e+07 nChanged 118189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117349 members 
Mstep: Class 2 contains 126845 members 
Entering Unmasked Estep 
Score: -29883110.000000 Penalty: 6153.235840
	Iteration 1F: 3 clusters Score -2.988311e+07 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114662 members 
Mstep: Class 2 contains 129532 members 
Entering Unmasked Estep 
Score: -29884030.000000 Penalty: 6153.235840
	Iteration 2Q: 3 clusters Score -2.988403e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110354 members 
Mstep: Class 2 contains 133840 members 
Entering Unmasked Estep 
Score: -29885480.000000 Penalty: 6153.235840
	Iteration 3Q: 3 clusters Score -2.988548e+07 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103598 members 
Mstep: Class 2 contains 140596 members 
Entering Unmasked Estep 
Score: -29888116.000000 Penalty: 6153.235840
	Iteration 4Q: 3 clusters Score -2.988812e+07 nChanged 11255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93439 members 
Mstep: Class 2 contains 150755 members 
Entering Unmasked Estep 
Score: -29893070.000000 Penalty: 6153.235840
	Iteration 5Q: 3 clusters Score -2.989307e+07 nChanged 15603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78596 members 
Mstep: Class 2 contains 165598 members 
Entering Unmasked Estep 
Score: -29902562.000000 Penalty: 6153.235840
	Iteration 6F: 3 clusters Score -2.990256e+07 nChanged 20010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59054 members 
Mstep: Class 2 contains 185140 members 
Entering Unmasked Estep 
Score: -29917914.000000 Penalty: 6153.235840
	Iteration 7F: 3 clusters Score -2.991791e+07 nChanged 21888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 206902 members 
Entering Unmasked Estep 
Score: -29937568.000000 Penalty: 6153.235840
	Iteration 8F: 3 clusters Score -2.993757e+07 nChanged 18737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 225631 members 
Entering Unmasked Estep 
Score: -29955494.000000 Penalty: 6153.235840
	Iteration 9F: 3 clusters Score -2.995549e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 237260 members 
Entering Unmasked Estep 
Score: -29966464.000000 Penalty: 6153.235840
	Iteration 10Q: 3 clusters Score -2.996646e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 242206 members 
Entering Unmasked Estep 
Score: -29970898.000000 Penalty: 6153.235840
	Iteration 11Q: 3 clusters Score -2.99709e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 243599 members 
Entering Unmasked Estep 
Score: -29971930.000000 Penalty: 6153.235840
	Iteration 12Q: 3 clusters Score -2.997193e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 243895 members 
Entering Unmasked Estep 
Score: -29972218.000000 Penalty: 6153.235840
	Iteration 13Q: 3 clusters Score -2.997222e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 243957 members 
Entering Unmasked Estep 
Score: -29972338.000000 Penalty: 6153.235840
	Iteration 14Q: 3 clusters Score -2.997234e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 243973 members 
Entering Unmasked Estep 
Score: -29972390.000000 Penalty: 6153.235840
	Iteration 15Q: 3 clusters Score -2.997239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 243982 members 
Entering Unmasked Estep 
Score: -29972424.000000 Penalty: 6153.235840
	Iteration 16Q: 3 clusters Score -2.997242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 243986 members 
Entering Unmasked Estep 
Score: -29972428.000000 Penalty: 6153.235840
	Iteration 17Q: 3 clusters Score -2.997243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 243983 members 
Entering Unmasked Estep 
Score: -29972442.000000 Penalty: 6153.235840
	Iteration 18Q: 3 clusters Score -2.997244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 243984 members 
Entering Unmasked Estep 
Score: -29972442.000000 Penalty: 6153.235840
	Iteration 19Q: 3 clusters Score -2.997244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 243987 members 
Entering Unmasked Estep 
Score: -29972460.000000 Penalty: 6153.235840
	Iteration 20F: 3 clusters Score -2.997246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 243986 members 
Entering Unmasked Estep 
Score: -29972454.000000 Penalty: 6153.235840
	Iteration 21Q: 3 clusters Score -2.997245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 243985 members 
Entering Unmasked Estep 
Score: -29972458.000000 Penalty: 6153.235840
	Iteration 22Q: 3 clusters Score -2.997246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 243986 members 
Entering Unmasked Estep 
Score: -29972452.000000 Penalty: 6153.235840
	Iteration 23Q: 3 clusters Score -2.997245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 243987 members 
Entering Unmasked Estep 
Score: -29972456.000000 Penalty: 6153.235840
	Iteration 24Q: 3 clusters Score -2.997246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 243987 members 
Entering Unmasked Estep 
Score: -29972456.000000 Penalty: 6153.235840
	Iteration 25F: 3 clusters Score -2.997246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Entering Unmasked Estep 
Score: -461851.562500 Penalty: 2059.821289
	Iteration 0F: 2 clusters Score -461851.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -457956.937500 Penalty: 4119.642578
	Iteration 0F: 3 clusters Score -457956.9 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -458907.937500 Penalty: 4119.642578
	Iteration 1F: 3 clusters Score -458907.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -459156.781250 Penalty: 4119.642578
	Iteration 2F: 3 clusters Score -459156.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -459347.437500 Penalty: 4119.642578
	Iteration 3F: 3 clusters Score -459347.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -459496.437500 Penalty: 4119.642578
	Iteration 4F: 3 clusters Score -459496.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -459623.875000 Penalty: 4119.642578
	Iteration 5Q: 3 clusters Score -459623.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -459715.218750 Penalty: 4119.642578
	Iteration 6Q: 3 clusters Score -459715.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -459815.281250 Penalty: 4119.642578
	Iteration 7Q: 3 clusters Score -459815.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -459951.062500 Penalty: 4119.642578
	Iteration 8Q: 3 clusters Score -459951.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -460095.125000 Penalty: 4119.642578
	Iteration 9Q: 3 clusters Score -460095.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -460248.531250 Penalty: 4119.642578
	Iteration 10Q: 3 clusters Score -460248.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -460449.093750 Penalty: 4119.642578
	Iteration 11Q: 3 clusters Score -460449.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -460778.000000 Penalty: 4119.642578
	Iteration 12Q: 3 clusters Score -460778 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -461178.250000 Penalty: 4119.642578
	Iteration 13F: 3 clusters Score -461178.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -461626.656250 Penalty: 4119.642578
	Iteration 14F: 3 clusters Score -461626.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -461969.843750 Penalty: 4119.642578
	Iteration 15Q: 3 clusters Score -461969.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -462170.687500 Penalty: 4119.642578
	Iteration 16Q: 3 clusters Score -462170.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -462256.562500 Penalty: 4119.642578
	Iteration 17Q: 3 clusters Score -462256.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -462297.843750 Penalty: 4119.642578
	Iteration 18Q: 3 clusters Score -462297.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -462336.562500 Penalty: 4119.642578
	Iteration 19Q: 3 clusters Score -462336.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -462365.656250 Penalty: 4119.642578
	Iteration 20F: 3 clusters Score -462365.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -462381.437500 Penalty: 4119.642578
	Iteration 21Q: 3 clusters Score -462381.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -462386.750000 Penalty: 4119.642578
	Iteration 22Q: 3 clusters Score -462386.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -462391.437500 Penalty: 4119.642578
	Iteration 23Q: 3 clusters Score -462391.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -462394.437500 Penalty: 4119.642578
	Iteration 24Q: 3 clusters Score -462394.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -462396.218750 Penalty: 4119.642578
	Iteration 25Q: 3 clusters Score -462396.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -462397.250000 Penalty: 4119.642578
	Iteration 26Q: 3 clusters Score -462397.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -462397.250000 Penalty: 4119.642578
	Iteration 27F: 3 clusters Score -462397.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 57309 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 24372 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 244194 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 6674 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 160458 members 
Mstep: Class 12 contains 67985 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 198925 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32795 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 188601 members 
Mstep: Class 20 contains 8389 members 
Mstep: Class 21 contains 50965 members 
Mstep: Class 22 contains 64599 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45131 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 1775 members 
Entering Unmasked Estep 
Score: -148074464.000000 Penalty: 118343.976562
Splitting cluster 7 changes total score from -148075424.000000 to -148074464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Entering Unmasked Estep 
Score: -792104.437500 Penalty: 2183.881836
	Iteration 0F: 2 clusters Score -792104.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -786583.625000 Penalty: 4367.763672
	Iteration 0F: 3 clusters Score -786583.6 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -788043.875000 Penalty: 4367.763672
	Iteration 1F: 3 clusters Score -788043.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -788358.187500 Penalty: 4367.763672
	Iteration 2F: 3 clusters Score -788358.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -788680.750000 Penalty: 4367.763672
	Iteration 3F: 3 clusters Score -788680.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -789043.687500 Penalty: 4367.763672
	Iteration 4F: 3 clusters Score -789043.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -789454.000000 Penalty: 4367.763672
	Iteration 5F: 3 clusters Score -789454 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -789805.312500 Penalty: 4367.763672
	Iteration 6F: 3 clusters Score -789805.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -790083.125000 Penalty: 4367.763672
	Iteration 7F: 3 clusters Score -790083.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -790280.687500 Penalty: 4367.763672
	Iteration 8Q: 3 clusters Score -790280.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -790410.562500 Penalty: 4367.763672
	Iteration 9Q: 3 clusters Score -790410.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -790494.562500 Penalty: 4367.763672
	Iteration 10Q: 3 clusters Score -790494.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -790556.750000 Penalty: 4367.763672
	Iteration 11Q: 3 clusters Score -790556.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -790598.000000 Penalty: 4367.763672
	Iteration 12Q: 3 clusters Score -790598 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -790619.062500 Penalty: 4367.763672
	Iteration 13Q: 3 clusters Score -790619.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -790633.812500 Penalty: 4367.763672
	Iteration 14Q: 3 clusters Score -790633.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -790641.937500 Penalty: 4367.763672
	Iteration 15Q: 3 clusters Score -790641.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -790645.875000 Penalty: 4367.763672
	Iteration 16Q: 3 clusters Score -790645.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -790653.875000 Penalty: 4367.763672
	Iteration 17Q: 3 clusters Score -790653.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -790654.750000 Penalty: 4367.763672
	Iteration 18Q: 3 clusters Score -790654.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -790655.375000 Penalty: 4367.763672
	Iteration 19Q: 3 clusters Score -790655.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -790655.750000 Penalty: 4367.763672
	Iteration 20F: 3 clusters Score -790655.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -790658.750000 Penalty: 4367.763672
	Iteration 21Q: 3 clusters Score -790658.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -790658.437500 Penalty: 4367.763672
	Iteration 22Q: 3 clusters Score -790658.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -790660.437500 Penalty: 4367.763672
	Iteration 23Q: 3 clusters Score -790660.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -790659.875000 Penalty: 4367.763672
	Iteration 24Q: 3 clusters Score -790659.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -790660.562500 Penalty: 4367.763672
	Iteration 25Q: 3 clusters Score -790660.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -790661.687500 Penalty: 4367.763672
	Iteration 26Q: 3 clusters Score -790661.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -790661.687500 Penalty: 4367.763672
	Iteration 27F: 3 clusters Score -790661.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -82528.000000 Penalty: 1653.720581
	Iteration 0F: 2 clusters Score -82528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80730.835938 Penalty: 3307.441162
	Iteration 0F: 3 clusters Score -80730.84 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80996.953125 Penalty: 3307.441162
	Iteration 1F: 3 clusters Score -80996.95 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -81116.859375 Penalty: 3307.441162
	Iteration 2F: 3 clusters Score -81116.86 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81249.796875 Penalty: 3307.441162
	Iteration 3Q: 3 clusters Score -81249.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81360.625000 Penalty: 3307.441162
	Iteration 4Q: 3 clusters Score -81360.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -81440.101562 Penalty: 3307.441162
	Iteration 5Q: 3 clusters Score -81440.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -81512.617188 Penalty: 3307.441162
	Iteration 6Q: 3 clusters Score -81512.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -81584.421875 Penalty: 3307.441162
	Iteration 7Q: 3 clusters Score -81584.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -81627.023438 Penalty: 3307.441162
	Iteration 8Q: 3 clusters Score -81627.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -81686.343750 Penalty: 3307.441162
	Iteration 9Q: 3 clusters Score -81686.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -81757.703125 Penalty: 3307.441162
	Iteration 10Q: 3 clusters Score -81757.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -81822.085938 Penalty: 3307.441162
	Iteration 11Q: 3 clusters Score -81822.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -81899.242188 Penalty: 3307.441162
	Iteration 12Q: 3 clusters Score -81899.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81987.867188 Penalty: 3307.441162
	Iteration 13Q: 3 clusters Score -81987.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82035.765625 Penalty: 3307.441162
	Iteration 14Q: 3 clusters Score -82035.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82112.601562 Penalty: 3307.441162
	Iteration 15Q: 3 clusters Score -82112.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82236.015625 Penalty: 3307.441162
	Iteration 16Q: 3 clusters Score -82236.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82400.976562 Penalty: 3307.441162
	Iteration 17Q: 3 clusters Score -82400.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -82569.554688 Penalty: 3307.441162
	Iteration 18Q: 3 clusters Score -82569.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -82641.929688 Penalty: 3307.441162
	Iteration 19Q: 3 clusters Score -82641.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82712.328125 Penalty: 3307.441162
	Iteration 20F: 3 clusters Score -82712.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82960.375000 Penalty: 3307.441162
	Iteration 21Q: 3 clusters Score -82960.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -83226.171875 Penalty: 3307.441162
	Iteration 22Q: 3 clusters Score -83226.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83321.484375 Penalty: 3307.441162
	Iteration 23Q: 3 clusters Score -83321.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83321.484375 Penalty: 3307.441162
	Iteration 24F: 3 clusters Score -83321.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 57309 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 24372 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 244194 members 
Mstep: Class 7 contains 4047 members 
Mstep: Class 8 contains 6674 members 
Mstep: Class 9 contains 439 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 160458 members 
Mstep: Class 12 contains 67985 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 198925 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32795 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 188601 members 
Mstep: Class 20 contains 8389 members 
Mstep: Class 21 contains 50965 members 
Mstep: Class 22 contains 64599 members 
Mstep: Class 23 contains 531 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45131 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 348 members 
Entering Unmasked Estep 
Score: -148074304.000000 Penalty: 118343.976562
Splitting cluster 9 changes total score from -148075424.000000 to -148074304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Entering Unmasked Estep 
Score: -574245.062500 Penalty: 2112.660400
	Iteration 0F: 2 clusters Score -574245.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -569690.937500 Penalty: 4225.320801
	Iteration 0F: 3 clusters Score -569690.9 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -570807.187500 Penalty: 4225.320801
	Iteration 1F: 3 clusters Score -570807.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -571088.937500 Penalty: 4225.320801
	Iteration 2F: 3 clusters Score -571088.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -571408.000000 Penalty: 4225.320801
	Iteration 3F: 3 clusters Score -571408 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -571714.750000 Penalty: 4225.320801
	Iteration 4F: 3 clusters Score -571714.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -571992.312500 Penalty: 4225.320801
	Iteration 5F: 3 clusters Score -571992.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -572217.687500 Penalty: 4225.320801
	Iteration 6F: 3 clusters Score -572217.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -572445.062500 Penalty: 4225.320801
	Iteration 7Q: 3 clusters Score -572445.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -572648.062500 Penalty: 4225.320801
	Iteration 8Q: 3 clusters Score -572648.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -572818.062500 Penalty: 4225.320801
	Iteration 9Q: 3 clusters Score -572818.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -572957.250000 Penalty: 4225.320801
	Iteration 10Q: 3 clusters Score -572957.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -573058.687500 Penalty: 4225.320801
	Iteration 11Q: 3 clusters Score -573058.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -573149.375000 Penalty: 4225.320801
	Iteration 12Q: 3 clusters Score -573149.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -573232.187500 Penalty: 4225.320801
	Iteration 13Q: 3 clusters Score -573232.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -573292.750000 Penalty: 4225.320801
	Iteration 14Q: 3 clusters Score -573292.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -573346.187500 Penalty: 4225.320801
	Iteration 15Q: 3 clusters Score -573346.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -573383.937500 Penalty: 4225.320801
	Iteration 16Q: 3 clusters Score -573383.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -573413.500000 Penalty: 4225.320801
	Iteration 17Q: 3 clusters Score -573413.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -573433.437500 Penalty: 4225.320801
	Iteration 18Q: 3 clusters Score -573433.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -573446.187500 Penalty: 4225.320801
	Iteration 19Q: 3 clusters Score -573446.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -573457.062500 Penalty: 4225.320801
	Iteration 20F: 3 clusters Score -573457.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -573463.937500 Penalty: 4225.320801
	Iteration 21Q: 3 clusters Score -573463.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -573466.500000 Penalty: 4225.320801
	Iteration 22Q: 3 clusters Score -573466.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -573468.125000 Penalty: 4225.320801
	Iteration 23Q: 3 clusters Score -573468.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -573472.250000 Penalty: 4225.320801
	Iteration 24Q: 3 clusters Score -573472.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -573478.875000 Penalty: 4225.320801
	Iteration 25Q: 3 clusters Score -573478.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -573482.312500 Penalty: 4225.320801
	Iteration 26Q: 3 clusters Score -573482.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -573484.625000 Penalty: 4225.320801
	Iteration 27Q: 3 clusters Score -573484.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -573486.250000 Penalty: 4225.320801
	Iteration 28Q: 3 clusters Score -573486.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -573491.000000 Penalty: 4225.320801
	Iteration 29Q: 3 clusters Score -573491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -573495.750000 Penalty: 4225.320801
	Iteration 30Q: 3 clusters Score -573495.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -573499.437500 Penalty: 4225.320801
	Iteration 31Q: 3 clusters Score -573499.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -573503.250000 Penalty: 4225.320801
	Iteration 32Q: 3 clusters Score -573503.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -573504.562500 Penalty: 4225.320801
	Iteration 33Q: 3 clusters Score -573504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -573506.250000 Penalty: 4225.320801
	Iteration 34Q: 3 clusters Score -573506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -573505.625000 Penalty: 4225.320801
	Iteration 35Q: 3 clusters Score -573505.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -573505.937500 Penalty: 4225.320801
	Iteration 36Q: 3 clusters Score -573505.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -573507.062500 Penalty: 4225.320801
	Iteration 37Q: 3 clusters Score -573507.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -573506.875000 Penalty: 4225.320801
	Iteration 38Q: 3 clusters Score -573506.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -573506.875000 Penalty: 4225.320801
	Iteration 39Q: 3 clusters Score -573506.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -573506.875000 Penalty: 4225.320801
	Iteration 40F: 3 clusters Score -573506.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (160458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160458 members 
Entering Unmasked Estep 
Score: -19569892.000000 Penalty: 2972.475342
	Iteration 0F: 2 clusters Score -1.956989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79837 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -19462742.000000 Penalty: 5944.950684
	Iteration 0F: 3 clusters Score -1.946274e+07 nChanged 76832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74343 members 
Mstep: Class 2 contains 86115 members 
Entering Unmasked Estep 
Score: -19507638.000000 Penalty: 5944.950684
	Iteration 1F: 3 clusters Score -1.950764e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70585 members 
Mstep: Class 2 contains 89873 members 
Entering Unmasked Estep 
Score: -19509158.000000 Penalty: 5944.950684
	Iteration 2Q: 3 clusters Score -1.950916e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64801 members 
Mstep: Class 2 contains 95657 members 
Entering Unmasked Estep 
Score: -19511900.000000 Penalty: 5944.950684
	Iteration 3Q: 3 clusters Score -1.95119e+07 nChanged 9216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56193 members 
Mstep: Class 2 contains 104265 members 
Entering Unmasked Estep 
Score: -19516830.000000 Penalty: 5944.950684
	Iteration 4F: 3 clusters Score -1.951683e+07 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 116531 members 
Entering Unmasked Estep 
Score: -19525860.000000 Penalty: 5944.950684
	Iteration 5F: 3 clusters Score -1.952586e+07 nChanged 14939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 131320 members 
Entering Unmasked Estep 
Score: -19539250.000000 Penalty: 5944.950684
	Iteration 6F: 3 clusters Score -1.953925e+07 nChanged 13669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 144915 members 
Entering Unmasked Estep 
Score: -19552962.000000 Penalty: 5944.950684
	Iteration 7F: 3 clusters Score -1.955296e+07 nChanged 8374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 153255 members 
Entering Unmasked Estep 
Score: -19561284.000000 Penalty: 5944.950684
	Iteration 8F: 3 clusters Score -1.956128e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 156831 members 
Entering Unmasked Estep 
Score: -19565082.000000 Penalty: 5944.950684
	Iteration 9Q: 3 clusters Score -1.956508e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 158077 members 
Entering Unmasked Estep 
Score: -19566536.000000 Penalty: 5944.950684
	Iteration 10Q: 3 clusters Score -1.956654e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 158438 members 
Entering Unmasked Estep 
Score: -19567042.000000 Penalty: 5944.950684
	Iteration 11Q: 3 clusters Score -1.956704e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 158628 members 
Entering Unmasked Estep 
Score: -19567312.000000 Penalty: 5944.950684
	Iteration 12Q: 3 clusters Score -1.956731e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 158711 members 
Entering Unmasked Estep 
Score: -19567460.000000 Penalty: 5944.950684
	Iteration 13Q: 3 clusters Score -1.956746e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 158772 members 
Entering Unmasked Estep 
Score: -19567522.000000 Penalty: 5944.950684
	Iteration 14Q: 3 clusters Score -1.956752e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 158814 members 
Entering Unmasked Estep 
Score: -19567568.000000 Penalty: 5944.950684
	Iteration 15Q: 3 clusters Score -1.956757e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 158850 members 
Entering Unmasked Estep 
Score: -19567596.000000 Penalty: 5944.950684
	Iteration 16Q: 3 clusters Score -1.95676e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 158888 members 
Entering Unmasked Estep 
Score: -19567632.000000 Penalty: 5944.950684
	Iteration 17Q: 3 clusters Score -1.956763e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 158922 members 
Entering Unmasked Estep 
Score: -19567650.000000 Penalty: 5944.950684
	Iteration 18Q: 3 clusters Score -1.956765e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 158942 members 
Entering Unmasked Estep 
Score: -19567662.000000 Penalty: 5944.950684
	Iteration 19Q: 3 clusters Score -1.956766e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 158963 members 
Entering Unmasked Estep 
Score: -19567686.000000 Penalty: 5944.950684
	Iteration 20F: 3 clusters Score -1.956769e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 158972 members 
Entering Unmasked Estep 
Score: -19567704.000000 Penalty: 5944.950684
	Iteration 21Q: 3 clusters Score -1.95677e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 158978 members 
Entering Unmasked Estep 
Score: -19567690.000000 Penalty: 5944.950684
	Iteration 22Q: 3 clusters Score -1.956769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 158982 members 
Entering Unmasked Estep 
Score: -19567698.000000 Penalty: 5944.950684
	Iteration 23Q: 3 clusters Score -1.95677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 158986 members 
Entering Unmasked Estep 
Score: -19567696.000000 Penalty: 5944.950684
	Iteration 24Q: 3 clusters Score -1.95677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 158988 members 
Entering Unmasked Estep 
Score: -19567710.000000 Penalty: 5944.950684
	Iteration 25Q: 3 clusters Score -1.956771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 158990 members 
Entering Unmasked Estep 
Score: -19567706.000000 Penalty: 5944.950684
	Iteration 26Q: 3 clusters Score -1.956771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 158993 members 
Entering Unmasked Estep 
Score: -19567712.000000 Penalty: 5944.950684
	Iteration 27Q: 3 clusters Score -1.956771e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 158989 members 
Entering Unmasked Estep 
Score: -19567702.000000 Penalty: 5944.950684
	Iteration 28Q: 3 clusters Score -1.95677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 158989 members 
Entering Unmasked Estep 
Score: -19567708.000000 Penalty: 5944.950684
	Iteration 29Q: 3 clusters Score -1.956771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 158988 members 
Entering Unmasked Estep 
Score: -19567710.000000 Penalty: 5944.950684
	Iteration 30Q: 3 clusters Score -1.956771e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 158987 members 
Entering Unmasked Estep 
Score: -19567714.000000 Penalty: 5944.950684
	Iteration 31Q: 3 clusters Score -1.956771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 158988 members 
Entering Unmasked Estep 
Score: -19567714.000000 Penalty: 5944.950684
	Iteration 32Q: 3 clusters Score -1.956771e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 158988 members 
Entering Unmasked Estep 
Score: -19567714.000000 Penalty: 5944.950684
	Iteration 33F: 3 clusters Score -1.956771e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (67985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67985 members 
Entering Unmasked Estep 
Score: -7771319.500000 Penalty: 2759.506592
	Iteration 0F: 2 clusters Score -7771320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -7725480.500000 Penalty: 5519.013184
	Iteration 0F: 3 clusters Score -7725480 nChanged 31859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -7743578.000000 Penalty: 5519.013184
	Iteration 1F: 3 clusters Score -7743578 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -7744487.000000 Penalty: 5519.013184
	Iteration 2Q: 3 clusters Score -7744487 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -7745522.500000 Penalty: 5519.013184
	Iteration 3Q: 3 clusters Score -7745522 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -7746469.000000 Penalty: 5519.013184
	Iteration 4Q: 3 clusters Score -7746469 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -7747440.500000 Penalty: 5519.013184
	Iteration 5Q: 3 clusters Score -7747440 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -7748420.500000 Penalty: 5519.013184
	Iteration 6Q: 3 clusters Score -7748420 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -7749265.500000 Penalty: 5519.013184
	Iteration 7Q: 3 clusters Score -7749266 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -7750155.500000 Penalty: 5519.013184
	Iteration 8Q: 3 clusters Score -7750156 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -7751096.000000 Penalty: 5519.013184
	Iteration 9Q: 3 clusters Score -7751096 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -7752055.000000 Penalty: 5519.013184
	Iteration 10Q: 3 clusters Score -7752055 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -7753061.000000 Penalty: 5519.013184
	Iteration 11Q: 3 clusters Score -7753061 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -7754220.000000 Penalty: 5519.013184
	Iteration 12Q: 3 clusters Score -7754220 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -7755542.500000 Penalty: 5519.013184
	Iteration 13Q: 3 clusters Score -7755542 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -7756931.000000 Penalty: 5519.013184
	Iteration 14Q: 3 clusters Score -7756931 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -7758559.500000 Penalty: 5519.013184
	Iteration 15Q: 3 clusters Score -7758560 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -7760367.500000 Penalty: 5519.013184
	Iteration 16Q: 3 clusters Score -7760368 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56028 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -7762158.500000 Penalty: 5519.013184
	Iteration 17Q: 3 clusters Score -7762158 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58436 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -7763817.000000 Penalty: 5519.013184
	Iteration 18Q: 3 clusters Score -7763817 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -7765239.000000 Penalty: 5519.013184
	Iteration 19Q: 3 clusters Score -7765239 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -7766415.000000 Penalty: 5519.013184
	Iteration 20F: 3 clusters Score -7766415 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63338 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -7767235.000000 Penalty: 5519.013184
	Iteration 21Q: 3 clusters Score -7767235 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -7767845.500000 Penalty: 5519.013184
	Iteration 22Q: 3 clusters Score -7767846 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64942 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -7768290.500000 Penalty: 5519.013184
	Iteration 23Q: 3 clusters Score -7768290 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65419 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7768644.000000 Penalty: 5519.013184
	Iteration 24Q: 3 clusters Score -7768644 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65778 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7768911.500000 Penalty: 5519.013184
	Iteration 25Q: 3 clusters Score -7768912 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7769174.500000 Penalty: 5519.013184
	Iteration 26Q: 3 clusters Score -7769174 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7769349.500000 Penalty: 5519.013184
	Iteration 27Q: 3 clusters Score -7769350 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66284 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -7769491.000000 Penalty: 5519.013184
	Iteration 28Q: 3 clusters Score -7769491 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66360 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7769646.000000 Penalty: 5519.013184
	Iteration 29Q: 3 clusters Score -7769646 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66407 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7769834.500000 Penalty: 5519.013184
	Iteration 30Q: 3 clusters Score -7769834 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66422 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7769959.000000 Penalty: 5519.013184
	Iteration 31Q: 3 clusters Score -7769959 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66400 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -7770062.000000 Penalty: 5519.013184
	Iteration 32Q: 3 clusters Score -7770062 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66344 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -7770136.000000 Penalty: 5519.013184
	Iteration 33Q: 3 clusters Score -7770136 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66302 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7770185.000000 Penalty: 5519.013184
	Iteration 34Q: 3 clusters Score -7770185 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7770234.000000 Penalty: 5519.013184
	Iteration 35Q: 3 clusters Score -7770234 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66211 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -7770267.000000 Penalty: 5519.013184
	Iteration 36Q: 3 clusters Score -7770267 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66172 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -7770282.500000 Penalty: 5519.013184
	Iteration 37Q: 3 clusters Score -7770282 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66128 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -7770323.500000 Penalty: 5519.013184
	Iteration 38Q: 3 clusters Score -7770324 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66093 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -7770354.500000 Penalty: 5519.013184
	Iteration 39Q: 3 clusters Score -7770354 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -7770392.500000 Penalty: 5519.013184
	Iteration 40F: 3 clusters Score -7770392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -7770385.000000 Penalty: 5519.013184
	Iteration 41Q: 3 clusters Score -7770385 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7770397.500000 Penalty: 5519.013184
	Iteration 42Q: 3 clusters Score -7770398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65942 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -7770425.500000 Penalty: 5519.013184
	Iteration 43Q: 3 clusters Score -7770426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65911 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7770430.000000 Penalty: 5519.013184
	Iteration 44Q: 3 clusters Score -7770430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65871 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -7770481.500000 Penalty: 5519.013184
	Iteration 45Q: 3 clusters Score -7770482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65843 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -7770486.000000 Penalty: 5519.013184
	Iteration 46Q: 3 clusters Score -7770486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65813 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -7770498.500000 Penalty: 5519.013184
	Iteration 47Q: 3 clusters Score -7770498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7770512.000000 Penalty: 5519.013184
	Iteration 48Q: 3 clusters Score -7770512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65768 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7770527.000000 Penalty: 5519.013184
	Iteration 49Q: 3 clusters Score -7770527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65760 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -7770522.500000 Penalty: 5519.013184
	Iteration 50Q: 3 clusters Score -7770522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7770530.500000 Penalty: 5519.013184
	Iteration 51Q: 3 clusters Score -7770530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65731 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7770537.500000 Penalty: 5519.013184
	Iteration 52Q: 3 clusters Score -7770538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -7770534.000000 Penalty: 5519.013184
	Iteration 53Q: 3 clusters Score -7770534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65715 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -7770528.000000 Penalty: 5519.013184
	Iteration 54Q: 3 clusters Score -7770528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65714 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -7770528.500000 Penalty: 5519.013184
	Iteration 55Q: 3 clusters Score -7770528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -7770530.000000 Penalty: 5519.013184
	Iteration 56Q: 3 clusters Score -7770530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65707 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -7770532.500000 Penalty: 5519.013184
	Iteration 57Q: 3 clusters Score -7770532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65700 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -7770535.500000 Penalty: 5519.013184
	Iteration 58Q: 3 clusters Score -7770536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65690 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7770537.000000 Penalty: 5519.013184
	Iteration 59Q: 3 clusters Score -7770537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65675 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -7770539.000000 Penalty: 5519.013184
	Iteration 60F: 3 clusters Score -7770539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65665 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -7770540.000000 Penalty: 5519.013184
	Iteration 61Q: 3 clusters Score -7770540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65649 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7770542.000000 Penalty: 5519.013184
	Iteration 62Q: 3 clusters Score -7770542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65634 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7770567.500000 Penalty: 5519.013184
	Iteration 63Q: 3 clusters Score -7770568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -7770555.500000 Penalty: 5519.013184
	Iteration 64Q: 3 clusters Score -7770556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65607 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7770559.500000 Penalty: 5519.013184
	Iteration 65Q: 3 clusters Score -7770560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -7770567.500000 Penalty: 5519.013184
	Iteration 66Q: 3 clusters Score -7770568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -7770574.500000 Penalty: 5519.013184
	Iteration 67Q: 3 clusters Score -7770574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -7770569.000000 Penalty: 5519.013184
	Iteration 68Q: 3 clusters Score -7770569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -7770564.000000 Penalty: 5519.013184
	Iteration 69Q: 3 clusters Score -7770564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7770566.000000 Penalty: 5519.013184
	Iteration 70Q: 3 clusters Score -7770566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65591 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -7770572.500000 Penalty: 5519.013184
	Iteration 71Q: 3 clusters Score -7770572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65589 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -7770567.000000 Penalty: 5519.013184
	Iteration 72Q: 3 clusters Score -7770567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65589 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -7770567.000000 Penalty: 5519.013184
	Iteration 73F: 3 clusters Score -7770567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -32155.707031 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -32155.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30942.130859 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -30942.13 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31120.957031 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -31120.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31174.222656 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -31174.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31182.851562 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -31182.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31182.851562 Penalty: 2877.850586
	Iteration 4F: 3 clusters Score -31182.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Entering Unmasked Estep 
Score: -477269.562500 Penalty: 2076.927490
	Iteration 0F: 2 clusters Score -477269.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -473164.875000 Penalty: 4153.854980
	Iteration 0F: 3 clusters Score -473164.9 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -474358.000000 Penalty: 4153.854980
	Iteration 1F: 3 clusters Score -474358 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -474730.937500 Penalty: 4153.854980
	Iteration 2F: 3 clusters Score -474730.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -474981.750000 Penalty: 4153.854980
	Iteration 3F: 3 clusters Score -474981.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -475232.593750 Penalty: 4153.854980
	Iteration 4F: 3 clusters Score -475232.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -475516.968750 Penalty: 4153.854980
	Iteration 5F: 3 clusters Score -475517 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -475778.031250 Penalty: 4153.854980
	Iteration 6F: 3 clusters Score -475778 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -476014.437500 Penalty: 4153.854980
	Iteration 7F: 3 clusters Score -476014.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -476219.250000 Penalty: 4153.854980
	Iteration 8Q: 3 clusters Score -476219.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -476370.375000 Penalty: 4153.854980
	Iteration 9Q: 3 clusters Score -476370.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -476471.906250 Penalty: 4153.854980
	Iteration 10Q: 3 clusters Score -476471.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -476558.718750 Penalty: 4153.854980
	Iteration 11Q: 3 clusters Score -476558.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -476622.781250 Penalty: 4153.854980
	Iteration 12Q: 3 clusters Score -476622.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -476689.625000 Penalty: 4153.854980
	Iteration 13Q: 3 clusters Score -476689.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -476728.750000 Penalty: 4153.854980
	Iteration 14Q: 3 clusters Score -476728.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -476747.906250 Penalty: 4153.854980
	Iteration 15Q: 3 clusters Score -476747.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -476763.625000 Penalty: 4153.854980
	Iteration 16Q: 3 clusters Score -476763.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -476772.062500 Penalty: 4153.854980
	Iteration 17Q: 3 clusters Score -476772.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -476778.531250 Penalty: 4153.854980
	Iteration 18Q: 3 clusters Score -476778.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -476782.250000 Penalty: 4153.854980
	Iteration 19Q: 3 clusters Score -476782.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -476783.843750 Penalty: 4153.854980
	Iteration 20F: 3 clusters Score -476783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -476787.187500 Penalty: 4153.854980
	Iteration 21Q: 3 clusters Score -476787.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -476791.062500 Penalty: 4153.854980
	Iteration 22Q: 3 clusters Score -476791.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -476796.875000 Penalty: 4153.854980
	Iteration 23Q: 3 clusters Score -476796.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -476803.156250 Penalty: 4153.854980
	Iteration 24Q: 3 clusters Score -476803.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -476812.250000 Penalty: 4153.854980
	Iteration 25Q: 3 clusters Score -476812.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -476821.562500 Penalty: 4153.854980
	Iteration 26Q: 3 clusters Score -476821.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -476838.250000 Penalty: 4153.854980
	Iteration 27Q: 3 clusters Score -476838.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -476856.656250 Penalty: 4153.854980
	Iteration 28Q: 3 clusters Score -476856.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -476874.718750 Penalty: 4153.854980
	Iteration 29Q: 3 clusters Score -476874.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -476888.031250 Penalty: 4153.854980
	Iteration 30Q: 3 clusters Score -476888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -476899.750000 Penalty: 4153.854980
	Iteration 31Q: 3 clusters Score -476899.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -476906.375000 Penalty: 4153.854980
	Iteration 32Q: 3 clusters Score -476906.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -476910.031250 Penalty: 4153.854980
	Iteration 33Q: 3 clusters Score -476910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -476913.250000 Penalty: 4153.854980
	Iteration 34Q: 3 clusters Score -476913.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -476915.937500 Penalty: 4153.854980
	Iteration 35Q: 3 clusters Score -476915.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -476917.531250 Penalty: 4153.854980
	Iteration 36Q: 3 clusters Score -476917.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -476918.812500 Penalty: 4153.854980
	Iteration 37Q: 3 clusters Score -476918.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -476918.937500 Penalty: 4153.854980
	Iteration 38Q: 3 clusters Score -476918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -476918.718750 Penalty: 4153.854980
	Iteration 39Q: 3 clusters Score -476918.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -476918.718750 Penalty: 4153.854980
	Iteration 40F: 3 clusters Score -476918.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (198925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198925 members 
Entering Unmasked Estep 
Score: -24241400.000000 Penalty: 3025.769531
	Iteration 0F: 2 clusters Score -2.42414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99028 members 
Mstep: Class 2 contains 99897 members 
Entering Unmasked Estep 
Score: -24111070.000000 Penalty: 6051.539062
	Iteration 0F: 3 clusters Score -2.411107e+07 nChanged 95560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90354 members 
Mstep: Class 2 contains 108571 members 
Entering Unmasked Estep 
Score: -24167924.000000 Penalty: 6051.539062
	Iteration 1F: 3 clusters Score -2.416792e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84613 members 
Mstep: Class 2 contains 114312 members 
Entering Unmasked Estep 
Score: -24170452.000000 Penalty: 6051.539062
	Iteration 2Q: 3 clusters Score -2.417045e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 123039 members 
Entering Unmasked Estep 
Score: -24174884.000000 Penalty: 6051.539062
	Iteration 3F: 3 clusters Score -2.417488e+07 nChanged 13218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 135471 members 
Entering Unmasked Estep 
Score: -24182840.000000 Penalty: 6051.539062
	Iteration 4F: 3 clusters Score -2.418284e+07 nChanged 16305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 151426 members 
Entering Unmasked Estep 
Score: -24195374.000000 Penalty: 6051.539062
	Iteration 5F: 3 clusters Score -2.419537e+07 nChanged 17188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 168516 members 
Entering Unmasked Estep 
Score: -24210712.000000 Penalty: 6051.539062
	Iteration 6F: 3 clusters Score -2.421071e+07 nChanged 14829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 183325 members 
Entering Unmasked Estep 
Score: -24225054.000000 Penalty: 6051.539062
	Iteration 7F: 3 clusters Score -2.422505e+07 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 192936 members 
Entering Unmasked Estep 
Score: -24234088.000000 Penalty: 6051.539062
	Iteration 8Q: 3 clusters Score -2.423409e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 197083 members 
Entering Unmasked Estep 
Score: -24237332.000000 Penalty: 6051.539062
	Iteration 9Q: 3 clusters Score -2.423733e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 198280 members 
Entering Unmasked Estep 
Score: -24238268.000000 Penalty: 6051.539062
	Iteration 10Q: 3 clusters Score -2.423827e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 198553 members 
Entering Unmasked Estep 
Score: -24238514.000000 Penalty: 6051.539062
	Iteration 11Q: 3 clusters Score -2.423851e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 198616 members 
Entering Unmasked Estep 
Score: -24238624.000000 Penalty: 6051.539062
	Iteration 12Q: 3 clusters Score -2.423862e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 198638 members 
Entering Unmasked Estep 
Score: -24238660.000000 Penalty: 6051.539062
	Iteration 13Q: 3 clusters Score -2.423866e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 198646 members 
Entering Unmasked Estep 
Score: -24238710.000000 Penalty: 6051.539062
	Iteration 14Q: 3 clusters Score -2.423871e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 198650 members 
Entering Unmasked Estep 
Score: -24238734.000000 Penalty: 6051.539062
	Iteration 15Q: 3 clusters Score -2.423873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 198655 members 
Entering Unmasked Estep 
Score: -24238714.000000 Penalty: 6051.539062
	Iteration 16Q: 3 clusters Score -2.423871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 198657 members 
Entering Unmasked Estep 
Score: -24238726.000000 Penalty: 6051.539062
	Iteration 17Q: 3 clusters Score -2.423873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 198658 members 
Entering Unmasked Estep 
Score: -24238730.000000 Penalty: 6051.539062
	Iteration 18Q: 3 clusters Score -2.423873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 198660 members 
Entering Unmasked Estep 
Score: -24238734.000000 Penalty: 6051.539062
	Iteration 19Q: 3 clusters Score -2.423873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 198661 members 
Entering Unmasked Estep 
Score: -24238732.000000 Penalty: 6051.539062
	Iteration 20F: 3 clusters Score -2.423873e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -154617.265625 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -154617.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -152481.281250 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -152481.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -152823.265625 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -152823.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -153000.953125 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -153001 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -153212.984375 Penalty: 3554.468018
	Iteration 3F: 3 clusters Score -153213 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -153455.109375 Penalty: 3554.468018
	Iteration 4F: 3 clusters Score -153455.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -153659.203125 Penalty: 3554.468018
	Iteration 5F: 3 clusters Score -153659.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -153849.406250 Penalty: 3554.468018
	Iteration 6F: 3 clusters Score -153849.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -153966.921875 Penalty: 3554.468018
	Iteration 7F: 3 clusters Score -153966.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -154026.156250 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -154026.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -154055.750000 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -154055.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -154075.468750 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -154075.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -154091.265625 Penalty: 3554.468018
	Iteration 11Q: 3 clusters Score -154091.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -154097.734375 Penalty: 3554.468018
	Iteration 12Q: 3 clusters Score -154097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -154098.890625 Penalty: 3554.468018
	Iteration 13Q: 3 clusters Score -154098.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -154098.890625 Penalty: 3554.468018
	Iteration 14F: 3 clusters Score -154098.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Entering Unmasked Estep 
Score: -3932773.000000 Penalty: 2578.711670
	Iteration 0F: 2 clusters Score -3932773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3910303.500000 Penalty: 5157.423340
	Iteration 0F: 3 clusters Score -3910304 nChanged 14998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -3918350.000000 Penalty: 5157.423340
	Iteration 1F: 3 clusters Score -3918350 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -3918856.750000 Penalty: 5157.423340
	Iteration 2Q: 3 clusters Score -3918857 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -3919396.250000 Penalty: 5157.423340
	Iteration 3Q: 3 clusters Score -3919396 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -3920036.250000 Penalty: 5157.423340
	Iteration 4Q: 3 clusters Score -3920036 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -3920865.750000 Penalty: 5157.423340
	Iteration 5Q: 3 clusters Score -3920866 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -3922009.250000 Penalty: 5157.423340
	Iteration 6F: 3 clusters Score -3922009 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -3923573.750000 Penalty: 5157.423340
	Iteration 7F: 3 clusters Score -3923574 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -3925594.250000 Penalty: 5157.423340
	Iteration 8F: 3 clusters Score -3925594 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3927439.500000 Penalty: 5157.423340
	Iteration 9F: 3 clusters Score -3927440 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -3928841.500000 Penalty: 5157.423340
	Iteration 10Q: 3 clusters Score -3928842 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -3929655.250000 Penalty: 5157.423340
	Iteration 11Q: 3 clusters Score -3929655 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -3930038.500000 Penalty: 5157.423340
	Iteration 12Q: 3 clusters Score -3930038 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -3930255.500000 Penalty: 5157.423340
	Iteration 13Q: 3 clusters Score -3930256 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -3930377.000000 Penalty: 5157.423340
	Iteration 14Q: 3 clusters Score -3930377 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -3930464.000000 Penalty: 5157.423340
	Iteration 15Q: 3 clusters Score -3930464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -3930502.750000 Penalty: 5157.423340
	Iteration 16Q: 3 clusters Score -3930503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -3930529.750000 Penalty: 5157.423340
	Iteration 17Q: 3 clusters Score -3930530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -3930548.500000 Penalty: 5157.423340
	Iteration 18Q: 3 clusters Score -3930548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -3930562.750000 Penalty: 5157.423340
	Iteration 19Q: 3 clusters Score -3930563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -3930575.750000 Penalty: 5157.423340
	Iteration 20F: 3 clusters Score -3930576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -3930584.000000 Penalty: 5157.423340
	Iteration 21Q: 3 clusters Score -3930584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -3930591.000000 Penalty: 5157.423340
	Iteration 22Q: 3 clusters Score -3930591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -3930597.250000 Penalty: 5157.423340
	Iteration 23Q: 3 clusters Score -3930597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -3930603.750000 Penalty: 5157.423340
	Iteration 24Q: 3 clusters Score -3930604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -3930606.000000 Penalty: 5157.423340
	Iteration 25Q: 3 clusters Score -3930606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -3930611.500000 Penalty: 5157.423340
	Iteration 26Q: 3 clusters Score -3930612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -3930614.000000 Penalty: 5157.423340
	Iteration 27Q: 3 clusters Score -3930614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -3930614.750000 Penalty: 5157.423340
	Iteration 28Q: 3 clusters Score -3930615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -3930618.250000 Penalty: 5157.423340
	Iteration 29Q: 3 clusters Score -3930618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -3930618.250000 Penalty: 5157.423340
	Iteration 30F: 3 clusters Score -3930618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Entering Unmasked Estep 
Score: -445425.656250 Penalty: 2047.058594
	Iteration 0F: 2 clusters Score -445425.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -441611.906250 Penalty: 4094.117188
	Iteration 0F: 3 clusters Score -441611.9 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -442444.656250 Penalty: 4094.117188
	Iteration 1F: 3 clusters Score -442444.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -442698.937500 Penalty: 4094.117188
	Iteration 2F: 3 clusters Score -442698.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -442968.718750 Penalty: 4094.117188
	Iteration 3F: 3 clusters Score -442968.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -443217.500000 Penalty: 4094.117188
	Iteration 4F: 3 clusters Score -443217.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -443413.781250 Penalty: 4094.117188
	Iteration 5F: 3 clusters Score -443413.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -443574.812500 Penalty: 4094.117188
	Iteration 6F: 3 clusters Score -443574.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -443730.156250 Penalty: 4094.117188
	Iteration 7F: 3 clusters Score -443730.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -443894.250000 Penalty: 4094.117188
	Iteration 8Q: 3 clusters Score -443894.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -444043.593750 Penalty: 4094.117188
	Iteration 9Q: 3 clusters Score -444043.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -444179.343750 Penalty: 4094.117188
	Iteration 10Q: 3 clusters Score -444179.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -444286.031250 Penalty: 4094.117188
	Iteration 11Q: 3 clusters Score -444286 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -444373.562500 Penalty: 4094.117188
	Iteration 12Q: 3 clusters Score -444373.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -444443.281250 Penalty: 4094.117188
	Iteration 13Q: 3 clusters Score -444443.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -444506.343750 Penalty: 4094.117188
	Iteration 14Q: 3 clusters Score -444506.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -444543.562500 Penalty: 4094.117188
	Iteration 15Q: 3 clusters Score -444543.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -444574.093750 Penalty: 4094.117188
	Iteration 16Q: 3 clusters Score -444574.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -444600.000000 Penalty: 4094.117188
	Iteration 17Q: 3 clusters Score -444600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -444626.812500 Penalty: 4094.117188
	Iteration 18Q: 3 clusters Score -444626.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -444647.843750 Penalty: 4094.117188
	Iteration 19Q: 3 clusters Score -444647.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -444669.875000 Penalty: 4094.117188
	Iteration 20F: 3 clusters Score -444669.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -444687.843750 Penalty: 4094.117188
	Iteration 21Q: 3 clusters Score -444687.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -444706.656250 Penalty: 4094.117188
	Iteration 22Q: 3 clusters Score -444706.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -444722.156250 Penalty: 4094.117188
	Iteration 23Q: 3 clusters Score -444722.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -444741.781250 Penalty: 4094.117188
	Iteration 24Q: 3 clusters Score -444741.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -444758.968750 Penalty: 4094.117188
	Iteration 25Q: 3 clusters Score -444759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -444771.250000 Penalty: 4094.117188
	Iteration 26Q: 3 clusters Score -444771.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -444781.968750 Penalty: 4094.117188
	Iteration 27Q: 3 clusters Score -444782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -444790.750000 Penalty: 4094.117188
	Iteration 28Q: 3 clusters Score -444790.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -444800.468750 Penalty: 4094.117188
	Iteration 29Q: 3 clusters Score -444800.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -444812.593750 Penalty: 4094.117188
	Iteration 30Q: 3 clusters Score -444812.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -444826.437500 Penalty: 4094.117188
	Iteration 31Q: 3 clusters Score -444826.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -444845.968750 Penalty: 4094.117188
	Iteration 32Q: 3 clusters Score -444846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -444859.437500 Penalty: 4094.117188
	Iteration 33Q: 3 clusters Score -444859.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -444871.875000 Penalty: 4094.117188
	Iteration 34Q: 3 clusters Score -444871.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -444878.218750 Penalty: 4094.117188
	Iteration 35Q: 3 clusters Score -444878.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -444881.375000 Penalty: 4094.117188
	Iteration 36Q: 3 clusters Score -444881.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -444883.562500 Penalty: 4094.117188
	Iteration 37Q: 3 clusters Score -444883.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -444885.687500 Penalty: 4094.117188
	Iteration 38Q: 3 clusters Score -444885.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -444886.812500 Penalty: 4094.117188
	Iteration 39Q: 3 clusters Score -444886.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -444886.812500 Penalty: 4094.117188
	Iteration 40F: 3 clusters Score -444886.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (188601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188601 members 
Entering Unmasked Estep 
Score: -23216352.000000 Penalty: 3012.552246
	Iteration 0F: 2 clusters Score -2.321635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94461 members 
Mstep: Class 2 contains 94140 members 
Entering Unmasked Estep 
Score: -23090370.000000 Penalty: 6025.104492
	Iteration 0F: 3 clusters Score -2.309037e+07 nChanged 90721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97030 members 
Mstep: Class 2 contains 91571 members 
Entering Unmasked Estep 
Score: -23143230.000000 Penalty: 6025.104492
	Iteration 1F: 3 clusters Score -2.314323e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98499 members 
Mstep: Class 2 contains 90102 members 
Entering Unmasked Estep 
Score: -23144222.000000 Penalty: 6025.104492
	Iteration 2Q: 3 clusters Score -2.314422e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100682 members 
Mstep: Class 2 contains 87919 members 
Entering Unmasked Estep 
Score: -23145368.000000 Penalty: 6025.104492
	Iteration 3Q: 3 clusters Score -2.314537e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103985 members 
Mstep: Class 2 contains 84616 members 
Entering Unmasked Estep 
Score: -23147070.000000 Penalty: 6025.104492
	Iteration 4Q: 3 clusters Score -2.314707e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108852 members 
Mstep: Class 2 contains 79749 members 
Entering Unmasked Estep 
Score: -23149928.000000 Penalty: 6025.104492
	Iteration 5Q: 3 clusters Score -2.314993e+07 nChanged 8769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116031 members 
Mstep: Class 2 contains 72570 members 
Entering Unmasked Estep 
Score: -23154632.000000 Penalty: 6025.104492
	Iteration 6Q: 3 clusters Score -2.315463e+07 nChanged 11207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126166 members 
Mstep: Class 2 contains 62435 members 
Entering Unmasked Estep 
Score: -23162130.000000 Penalty: 6025.104492
	Iteration 7F: 3 clusters Score -2.316213e+07 nChanged 13292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138650 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -23172750.000000 Penalty: 6025.104492
	Iteration 8F: 3 clusters Score -2.317275e+07 nChanged 13457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151597 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -23184492.000000 Penalty: 6025.104492
	Iteration 9F: 3 clusters Score -2.318449e+07 nChanged 11647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162912 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -23194542.000000 Penalty: 6025.104492
	Iteration 10F: 3 clusters Score -2.319454e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171399 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -23201894.000000 Penalty: 6025.104492
	Iteration 11Q: 3 clusters Score -2.320189e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177104 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -23206620.000000 Penalty: 6025.104492
	Iteration 12Q: 3 clusters Score -2.320662e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180775 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -23209234.000000 Penalty: 6025.104492
	Iteration 13Q: 3 clusters Score -2.320923e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183179 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -23210968.000000 Penalty: 6025.104492
	Iteration 14Q: 3 clusters Score -2.321097e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184767 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -23211924.000000 Penalty: 6025.104492
	Iteration 15Q: 3 clusters Score -2.321192e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185798 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -23212586.000000 Penalty: 6025.104492
	Iteration 16Q: 3 clusters Score -2.321259e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186471 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -23212978.000000 Penalty: 6025.104492
	Iteration 17Q: 3 clusters Score -2.321298e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186907 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -23213244.000000 Penalty: 6025.104492
	Iteration 18Q: 3 clusters Score -2.321324e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187195 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -23213512.000000 Penalty: 6025.104492
	Iteration 19Q: 3 clusters Score -2.321351e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187347 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -23213650.000000 Penalty: 6025.104492
	Iteration 20F: 3 clusters Score -2.321365e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187448 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -23213694.000000 Penalty: 6025.104492
	Iteration 21Q: 3 clusters Score -2.321369e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187512 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -23213706.000000 Penalty: 6025.104492
	Iteration 22Q: 3 clusters Score -2.321371e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187556 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -23213736.000000 Penalty: 6025.104492
	Iteration 23Q: 3 clusters Score -2.321374e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187598 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -23213752.000000 Penalty: 6025.104492
	Iteration 24Q: 3 clusters Score -2.321375e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187627 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -23213786.000000 Penalty: 6025.104492
	Iteration 25Q: 3 clusters Score -2.321379e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187646 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -23213808.000000 Penalty: 6025.104492
	Iteration 26Q: 3 clusters Score -2.321381e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187672 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -23213830.000000 Penalty: 6025.104492
	Iteration 27Q: 3 clusters Score -2.321383e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187696 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -23213828.000000 Penalty: 6025.104492
	Iteration 28Q: 3 clusters Score -2.321383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187703 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -23213826.000000 Penalty: 6025.104492
	Iteration 29Q: 3 clusters Score -2.321383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187714 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -23213832.000000 Penalty: 6025.104492
	Iteration 30Q: 3 clusters Score -2.321383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187720 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -23213840.000000 Penalty: 6025.104492
	Iteration 31Q: 3 clusters Score -2.321384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187727 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -23213836.000000 Penalty: 6025.104492
	Iteration 32Q: 3 clusters Score -2.321384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187734 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -23213838.000000 Penalty: 6025.104492
	Iteration 33Q: 3 clusters Score -2.321384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187740 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -23213848.000000 Penalty: 6025.104492
	Iteration 34Q: 3 clusters Score -2.321385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187744 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -23213860.000000 Penalty: 6025.104492
	Iteration 35Q: 3 clusters Score -2.321386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187747 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -23213852.000000 Penalty: 6025.104492
	Iteration 36Q: 3 clusters Score -2.321385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187747 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -23213846.000000 Penalty: 6025.104492
	Iteration 37Q: 3 clusters Score -2.321385e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187748 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -23213852.000000 Penalty: 6025.104492
	Iteration 38Q: 3 clusters Score -2.321385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187748 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -23213858.000000 Penalty: 6025.104492
	Iteration 39Q: 3 clusters Score -2.321386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187749 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23213856.000000 Penalty: 6025.104492
	Iteration 40F: 3 clusters Score -2.321386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Entering Unmasked Estep 
Score: -986997.687500 Penalty: 2240.599854
	Iteration 0F: 2 clusters Score -986997.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -980276.812500 Penalty: 4481.199707
	Iteration 0F: 3 clusters Score -980276.8 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -982060.937500 Penalty: 4481.199707
	Iteration 1F: 3 clusters Score -982060.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -982375.875000 Penalty: 4481.199707
	Iteration 2F: 3 clusters Score -982375.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -982632.312500 Penalty: 4481.199707
	Iteration 3F: 3 clusters Score -982632.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -982885.187500 Penalty: 4481.199707
	Iteration 4Q: 3 clusters Score -982885.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -983169.500000 Penalty: 4481.199707
	Iteration 5F: 3 clusters Score -983169.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -983532.000000 Penalty: 4481.199707
	Iteration 6F: 3 clusters Score -983532 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -983976.375000 Penalty: 4481.199707
	Iteration 7F: 3 clusters Score -983976.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -984568.875000 Penalty: 4481.199707
	Iteration 8F: 3 clusters Score -984568.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -985155.312500 Penalty: 4481.199707
	Iteration 9F: 3 clusters Score -985155.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -985651.937500 Penalty: 4481.199707
	Iteration 10F: 3 clusters Score -985651.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -986023.500000 Penalty: 4481.199707
	Iteration 11Q: 3 clusters Score -986023.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -986301.750000 Penalty: 4481.199707
	Iteration 12Q: 3 clusters Score -986301.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -986533.750000 Penalty: 4481.199707
	Iteration 13Q: 3 clusters Score -986533.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -986665.187500 Penalty: 4481.199707
	Iteration 14Q: 3 clusters Score -986665.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -986733.562500 Penalty: 4481.199707
	Iteration 15Q: 3 clusters Score -986733.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -986767.000000 Penalty: 4481.199707
	Iteration 16Q: 3 clusters Score -986767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -986785.125000 Penalty: 4481.199707
	Iteration 17Q: 3 clusters Score -986785.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -986798.500000 Penalty: 4481.199707
	Iteration 18Q: 3 clusters Score -986798.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -986808.312500 Penalty: 4481.199707
	Iteration 19Q: 3 clusters Score -986808.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -986816.750000 Penalty: 4481.199707
	Iteration 20F: 3 clusters Score -986816.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -986823.062500 Penalty: 4481.199707
	Iteration 21Q: 3 clusters Score -986823.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -986822.750000 Penalty: 4481.199707
	Iteration 22Q: 3 clusters Score -986822.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -986825.000000 Penalty: 4481.199707
	Iteration 23Q: 3 clusters Score -986825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -986824.937500 Penalty: 4481.199707
	Iteration 24Q: 3 clusters Score -986824.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -986826.437500 Penalty: 4481.199707
	Iteration 25Q: 3 clusters Score -986826.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -986827.562500 Penalty: 4481.199707
	Iteration 26Q: 3 clusters Score -986827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -986827.250000 Penalty: 4481.199707
	Iteration 27Q: 3 clusters Score -986827.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -986827.250000 Penalty: 4481.199707
	Iteration 28F: 3 clusters Score -986827.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Entering Unmasked Estep 
Score: -6105526.000000 Penalty: 2688.045898
	Iteration 0F: 2 clusters Score -6105526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -6071348.000000 Penalty: 5376.091797
	Iteration 0F: 3 clusters Score -6071348 nChanged 23528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -6084112.500000 Penalty: 5376.091797
	Iteration 1F: 3 clusters Score -6084112 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -6084771.500000 Penalty: 5376.091797
	Iteration 2Q: 3 clusters Score -6084772 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -6085555.500000 Penalty: 5376.091797
	Iteration 3Q: 3 clusters Score -6085556 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -6086497.000000 Penalty: 5376.091797
	Iteration 4Q: 3 clusters Score -6086497 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -6087912.000000 Penalty: 5376.091797
	Iteration 5F: 3 clusters Score -6087912 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -6089798.500000 Penalty: 5376.091797
	Iteration 6F: 3 clusters Score -6089798 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -6092034.500000 Penalty: 5376.091797
	Iteration 7F: 3 clusters Score -6092034 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -6094177.000000 Penalty: 5376.091797
	Iteration 8F: 3 clusters Score -6094177 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -6095822.500000 Penalty: 5376.091797
	Iteration 9F: 3 clusters Score -6095822 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -6096931.000000 Penalty: 5376.091797
	Iteration 10Q: 3 clusters Score -6096931 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -6097696.500000 Penalty: 5376.091797
	Iteration 11Q: 3 clusters Score -6097696 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -6098220.500000 Penalty: 5376.091797
	Iteration 12Q: 3 clusters Score -6098220 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -6098622.000000 Penalty: 5376.091797
	Iteration 13Q: 3 clusters Score -6098622 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -6098927.000000 Penalty: 5376.091797
	Iteration 14Q: 3 clusters Score -6098927 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -6099089.500000 Penalty: 5376.091797
	Iteration 15Q: 3 clusters Score -6099090 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -6099186.500000 Penalty: 5376.091797
	Iteration 16Q: 3 clusters Score -6099186 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -6099246.500000 Penalty: 5376.091797
	Iteration 17Q: 3 clusters Score -6099246 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -6099292.500000 Penalty: 5376.091797
	Iteration 18Q: 3 clusters Score -6099292 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -6099323.500000 Penalty: 5376.091797
	Iteration 19Q: 3 clusters Score -6099324 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -6099326.000000 Penalty: 5376.091797
	Iteration 20F: 3 clusters Score -6099326 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -6099366.000000 Penalty: 5376.091797
	Iteration 21Q: 3 clusters Score -6099366 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -6099378.000000 Penalty: 5376.091797
	Iteration 22Q: 3 clusters Score -6099378 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -6099389.500000 Penalty: 5376.091797
	Iteration 23Q: 3 clusters Score -6099390 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -6099413.500000 Penalty: 5376.091797
	Iteration 24Q: 3 clusters Score -6099414 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -6099422.500000 Penalty: 5376.091797
	Iteration 25Q: 3 clusters Score -6099422 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -6099480.500000 Penalty: 5376.091797
	Iteration 26Q: 3 clusters Score -6099480 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -6099510.500000 Penalty: 5376.091797
	Iteration 27Q: 3 clusters Score -6099510 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -6099533.000000 Penalty: 5376.091797
	Iteration 28Q: 3 clusters Score -6099533 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -6099545.000000 Penalty: 5376.091797
	Iteration 29Q: 3 clusters Score -6099545 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -6099556.000000 Penalty: 5376.091797
	Iteration 30Q: 3 clusters Score -6099556 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -6099624.500000 Penalty: 5376.091797
	Iteration 31Q: 3 clusters Score -6099624 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -6099648.000000 Penalty: 5376.091797
	Iteration 32Q: 3 clusters Score -6099648 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -6099683.000000 Penalty: 5376.091797
	Iteration 33Q: 3 clusters Score -6099683 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -6099731.000000 Penalty: 5376.091797
	Iteration 34Q: 3 clusters Score -6099731 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -6099769.000000 Penalty: 5376.091797
	Iteration 35Q: 3 clusters Score -6099769 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -6099787.000000 Penalty: 5376.091797
	Iteration 36Q: 3 clusters Score -6099787 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -6099817.500000 Penalty: 5376.091797
	Iteration 37Q: 3 clusters Score -6099818 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -6099881.000000 Penalty: 5376.091797
	Iteration 38Q: 3 clusters Score -6099881 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -6099930.000000 Penalty: 5376.091797
	Iteration 39Q: 3 clusters Score -6099930 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -6099981.000000 Penalty: 5376.091797
	Iteration 40F: 3 clusters Score -6099981 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -6100054.000000 Penalty: 5376.091797
	Iteration 41Q: 3 clusters Score -6100054 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -6100148.000000 Penalty: 5376.091797
	Iteration 42Q: 3 clusters Score -6100148 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -6100201.000000 Penalty: 5376.091797
	Iteration 43Q: 3 clusters Score -6100201 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -6100318.000000 Penalty: 5376.091797
	Iteration 44Q: 3 clusters Score -6100318 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -6100433.500000 Penalty: 5376.091797
	Iteration 45Q: 3 clusters Score -6100434 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -6100520.000000 Penalty: 5376.091797
	Iteration 46Q: 3 clusters Score -6100520 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -6100657.000000 Penalty: 5376.091797
	Iteration 47Q: 3 clusters Score -6100657 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -6100840.500000 Penalty: 5376.091797
	Iteration 48Q: 3 clusters Score -6100840 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -6101105.000000 Penalty: 5376.091797
	Iteration 49Q: 3 clusters Score -6101105 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -6101426.000000 Penalty: 5376.091797
	Iteration 50Q: 3 clusters Score -6101426 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -6102069.500000 Penalty: 5376.091797
	Iteration 51Q: 3 clusters Score -6102070 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -6103200.000000 Penalty: 5376.091797
	Iteration 52Q: 3 clusters Score -6103200 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -6103692.000000 Penalty: 5376.091797
	Iteration 53Q: 3 clusters Score -6103692 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -6103825.000000 Penalty: 5376.091797
	Iteration 54Q: 3 clusters Score -6103825 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -6103868.000000 Penalty: 5376.091797
	Iteration 55Q: 3 clusters Score -6103868 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -6103905.500000 Penalty: 5376.091797
	Iteration 56Q: 3 clusters Score -6103906 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -6103920.000000 Penalty: 5376.091797
	Iteration 57Q: 3 clusters Score -6103920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -6103940.500000 Penalty: 5376.091797
	Iteration 58Q: 3 clusters Score -6103940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -6103957.000000 Penalty: 5376.091797
	Iteration 59Q: 3 clusters Score -6103957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -6103971.000000 Penalty: 5376.091797
	Iteration 60F: 3 clusters Score -6103971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -6103960.000000 Penalty: 5376.091797
	Iteration 61Q: 3 clusters Score -6103960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -6103968.500000 Penalty: 5376.091797
	Iteration 62Q: 3 clusters Score -6103968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -6103968.500000 Penalty: 5376.091797
	Iteration 63Q: 3 clusters Score -6103968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -6103967.500000 Penalty: 5376.091797
	Iteration 64Q: 3 clusters Score -6103968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -6103962.000000 Penalty: 5376.091797
	Iteration 65Q: 3 clusters Score -6103962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -6103961.000000 Penalty: 5376.091797
	Iteration 66Q: 3 clusters Score -6103961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -6103961.000000 Penalty: 5376.091797
	Iteration 67F: 3 clusters Score -6103961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Entering Unmasked Estep 
Score: -7909598.500000 Penalty: 2746.836670
	Iteration 0F: 2 clusters Score -7909598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -7866299.500000 Penalty: 5493.673340
	Iteration 0F: 3 clusters Score -7866300 nChanged 30255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -7883366.000000 Penalty: 5493.673340
	Iteration 1F: 3 clusters Score -7883366 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -7884069.500000 Penalty: 5493.673340
	Iteration 2Q: 3 clusters Score -7884070 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -7884832.000000 Penalty: 5493.673340
	Iteration 3Q: 3 clusters Score -7884832 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -7885779.500000 Penalty: 5493.673340
	Iteration 4Q: 3 clusters Score -7885780 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -7887148.000000 Penalty: 5493.673340
	Iteration 5Q: 3 clusters Score -7887148 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -7888906.500000 Penalty: 5493.673340
	Iteration 6Q: 3 clusters Score -7888906 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -7891343.500000 Penalty: 5493.673340
	Iteration 7F: 3 clusters Score -7891344 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -7894130.500000 Penalty: 5493.673340
	Iteration 8F: 3 clusters Score -7894130 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -7897028.000000 Penalty: 5493.673340
	Iteration 9F: 3 clusters Score -7897028 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -7899490.000000 Penalty: 5493.673340
	Iteration 10Q: 3 clusters Score -7899490 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -7901347.500000 Penalty: 5493.673340
	Iteration 11Q: 3 clusters Score -7901348 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 51121 members 
Entering Unmasked Estep 
Score: -7902661.000000 Penalty: 5493.673340
	Iteration 12Q: 3 clusters Score -7902661 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -7903572.000000 Penalty: 5493.673340
	Iteration 13Q: 3 clusters Score -7903572 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -7904297.000000 Penalty: 5493.673340
	Iteration 14Q: 3 clusters Score -7904297 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -7904806.500000 Penalty: 5493.673340
	Iteration 15Q: 3 clusters Score -7904806 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -7905265.000000 Penalty: 5493.673340
	Iteration 16Q: 3 clusters Score -7905265 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -7905699.000000 Penalty: 5493.673340
	Iteration 17Q: 3 clusters Score -7905699 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -7905984.000000 Penalty: 5493.673340
	Iteration 18Q: 3 clusters Score -7905984 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 54915 members 
Entering Unmasked Estep 
Score: -7906255.000000 Penalty: 5493.673340
	Iteration 19Q: 3 clusters Score -7906255 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -7906472.500000 Penalty: 5493.673340
	Iteration 20F: 3 clusters Score -7906472 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -7906665.500000 Penalty: 5493.673340
	Iteration 21Q: 3 clusters Score -7906666 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -7906808.500000 Penalty: 5493.673340
	Iteration 22Q: 3 clusters Score -7906808 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 56108 members 
Entering Unmasked Estep 
Score: -7906936.500000 Penalty: 5493.673340
	Iteration 23Q: 3 clusters Score -7906936 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -7907056.500000 Penalty: 5493.673340
	Iteration 24Q: 3 clusters Score -7907056 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
Score: -7907137.500000 Penalty: 5493.673340
	Iteration 25Q: 3 clusters Score -7907138 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -7907226.000000 Penalty: 5493.673340
	Iteration 26Q: 3 clusters Score -7907226 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 56984 members 
Entering Unmasked Estep 
Score: -7907356.500000 Penalty: 5493.673340
	Iteration 27Q: 3 clusters Score -7907356 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -7907407.000000 Penalty: 5493.673340
	Iteration 28Q: 3 clusters Score -7907407 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 57359 members 
Entering Unmasked Estep 
Score: -7907483.500000 Penalty: 5493.673340
	Iteration 29Q: 3 clusters Score -7907484 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 57507 members 
Entering Unmasked Estep 
Score: -7907533.500000 Penalty: 5493.673340
	Iteration 30Q: 3 clusters Score -7907534 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 57624 members 
Entering Unmasked Estep 
Score: -7907565.500000 Penalty: 5493.673340
	Iteration 31Q: 3 clusters Score -7907566 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 57761 members 
Entering Unmasked Estep 
Score: -7907589.500000 Penalty: 5493.673340
	Iteration 32Q: 3 clusters Score -7907590 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -7907657.000000 Penalty: 5493.673340
	Iteration 33Q: 3 clusters Score -7907657 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 58008 members 
Entering Unmasked Estep 
Score: -7907700.500000 Penalty: 5493.673340
	Iteration 34Q: 3 clusters Score -7907700 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 58138 members 
Entering Unmasked Estep 
Score: -7907720.500000 Penalty: 5493.673340
	Iteration 35Q: 3 clusters Score -7907720 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -7907760.500000 Penalty: 5493.673340
	Iteration 36Q: 3 clusters Score -7907760 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 58339 members 
Entering Unmasked Estep 
Score: -7907757.000000 Penalty: 5493.673340
	Iteration 37Q: 3 clusters Score -7907757 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -7907791.000000 Penalty: 5493.673340
	Iteration 38Q: 3 clusters Score -7907791 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 58480 members 
Entering Unmasked Estep 
Score: -7907800.500000 Penalty: 5493.673340
	Iteration 39Q: 3 clusters Score -7907800 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -7907829.500000 Penalty: 5493.673340
	Iteration 40F: 3 clusters Score -7907830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -7907835.500000 Penalty: 5493.673340
	Iteration 41Q: 3 clusters Score -7907836 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -7907824.500000 Penalty: 5493.673340
	Iteration 42Q: 3 clusters Score -7907824 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 58642 members 
Entering Unmasked Estep 
Score: -7907825.500000 Penalty: 5493.673340
	Iteration 43Q: 3 clusters Score -7907826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 58686 members 
Entering Unmasked Estep 
Score: -7907834.000000 Penalty: 5493.673340
	Iteration 44Q: 3 clusters Score -7907834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 58720 members 
Entering Unmasked Estep 
Score: -7907848.500000 Penalty: 5493.673340
	Iteration 45Q: 3 clusters Score -7907848 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -7907860.000000 Penalty: 5493.673340
	Iteration 46Q: 3 clusters Score -7907860 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 58838 members 
Entering Unmasked Estep 
Score: -7907868.000000 Penalty: 5493.673340
	Iteration 47Q: 3 clusters Score -7907868 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 58895 members 
Entering Unmasked Estep 
Score: -7907885.500000 Penalty: 5493.673340
	Iteration 48Q: 3 clusters Score -7907886 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 58944 members 
Entering Unmasked Estep 
Score: -7907879.000000 Penalty: 5493.673340
	Iteration 49Q: 3 clusters Score -7907879 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 58997 members 
Entering Unmasked Estep 
Score: -7907888.500000 Penalty: 5493.673340
	Iteration 50Q: 3 clusters Score -7907888 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -7907876.000000 Penalty: 5493.673340
	Iteration 51Q: 3 clusters Score -7907876 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 59090 members 
Entering Unmasked Estep 
Score: -7907869.500000 Penalty: 5493.673340
	Iteration 52Q: 3 clusters Score -7907870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 59122 members 
Entering Unmasked Estep 
Score: -7907900.000000 Penalty: 5493.673340
	Iteration 53Q: 3 clusters Score -7907900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 59150 members 
Entering Unmasked Estep 
Score: -7907905.500000 Penalty: 5493.673340
	Iteration 54Q: 3 clusters Score -7907906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -7907905.000000 Penalty: 5493.673340
	Iteration 55Q: 3 clusters Score -7907905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 59197 members 
Entering Unmasked Estep 
Score: -7907918.500000 Penalty: 5493.673340
	Iteration 56Q: 3 clusters Score -7907918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -7907918.500000 Penalty: 5493.673340
	Iteration 57Q: 3 clusters Score -7907918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 59239 members 
Entering Unmasked Estep 
Score: -7907913.500000 Penalty: 5493.673340
	Iteration 58Q: 3 clusters Score -7907914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 59251 members 
Entering Unmasked Estep 
Score: -7907913.500000 Penalty: 5493.673340
	Iteration 59Q: 3 clusters Score -7907914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 59260 members 
Entering Unmasked Estep 
Score: -7907914.500000 Penalty: 5493.673340
	Iteration 60F: 3 clusters Score -7907914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
Score: -7907918.500000 Penalty: 5493.673340
	Iteration 61Q: 3 clusters Score -7907918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 59278 members 
Entering Unmasked Estep 
Score: -7907919.000000 Penalty: 5493.673340
	Iteration 62Q: 3 clusters Score -7907919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -7907919.000000 Penalty: 5493.673340
	Iteration 63Q: 3 clusters Score -7907919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 59300 members 
Entering Unmasked Estep 
Score: -7907920.000000 Penalty: 5493.673340
	Iteration 64Q: 3 clusters Score -7907920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 59309 members 
Entering Unmasked Estep 
Score: -7907929.500000 Penalty: 5493.673340
	Iteration 65Q: 3 clusters Score -7907930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -7907926.500000 Penalty: 5493.673340
	Iteration 66Q: 3 clusters Score -7907926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 59337 members 
Entering Unmasked Estep 
Score: -7907928.500000 Penalty: 5493.673340
	Iteration 67Q: 3 clusters Score -7907928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -7907917.000000 Penalty: 5493.673340
	Iteration 68Q: 3 clusters Score -7907917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -7907918.500000 Penalty: 5493.673340
	Iteration 69Q: 3 clusters Score -7907918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 59356 members 
Entering Unmasked Estep 
Score: -7907915.500000 Penalty: 5493.673340
	Iteration 70Q: 3 clusters Score -7907916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 59360 members 
Entering Unmasked Estep 
Score: -7907930.000000 Penalty: 5493.673340
	Iteration 71Q: 3 clusters Score -7907930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 59362 members 
Entering Unmasked Estep 
Score: -7907933.500000 Penalty: 5493.673340
	Iteration 72Q: 3 clusters Score -7907934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -7907929.500000 Penalty: 5493.673340
	Iteration 73Q: 3 clusters Score -7907930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -7907925.500000 Penalty: 5493.673340
	Iteration 74Q: 3 clusters Score -7907926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 59380 members 
Entering Unmasked Estep 
Score: -7907924.000000 Penalty: 5493.673340
	Iteration 75Q: 3 clusters Score -7907924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -7907926.500000 Penalty: 5493.673340
	Iteration 76Q: 3 clusters Score -7907926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -7907925.000000 Penalty: 5493.673340
	Iteration 77Q: 3 clusters Score -7907925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 59400 members 
Entering Unmasked Estep 
Score: -7907923.000000 Penalty: 5493.673340
	Iteration 78Q: 3 clusters Score -7907923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 59404 members 
Entering Unmasked Estep 
Score: -7907927.000000 Penalty: 5493.673340
	Iteration 79Q: 3 clusters Score -7907927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 59404 members 
Entering Unmasked Estep 
Score: -7907928.000000 Penalty: 5493.673340
	Iteration 80F: 3 clusters Score -7907928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 59405 members 
Entering Unmasked Estep 
Score: -7907929.500000 Penalty: 5493.673340
	Iteration 81Q: 3 clusters Score -7907930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 59407 members 
Entering Unmasked Estep 
Score: -7907932.000000 Penalty: 5493.673340
	Iteration 82Q: 3 clusters Score -7907932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 59408 members 
Entering Unmasked Estep 
Score: -7907933.000000 Penalty: 5493.673340
	Iteration 83Q: 3 clusters Score -7907933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -7907942.500000 Penalty: 5493.673340
	Iteration 84Q: 3 clusters Score -7907942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 59422 members 
Entering Unmasked Estep 
Score: -7907946.000000 Penalty: 5493.673340
	Iteration 85Q: 3 clusters Score -7907946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 59431 members 
Entering Unmasked Estep 
Score: -7907952.000000 Penalty: 5493.673340
	Iteration 86Q: 3 clusters Score -7907952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 59438 members 
Entering Unmasked Estep 
Score: -7907944.000000 Penalty: 5493.673340
	Iteration 87Q: 3 clusters Score -7907944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -7907947.000000 Penalty: 5493.673340
	Iteration 88Q: 3 clusters Score -7907947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 59440 members 
Entering Unmasked Estep 
Score: -7907942.500000 Penalty: 5493.673340
	Iteration 89Q: 3 clusters Score -7907942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 59442 members 
Entering Unmasked Estep 
Score: -7907942.000000 Penalty: 5493.673340
	Iteration 90Q: 3 clusters Score -7907942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 59442 members 
Entering Unmasked Estep 
Score: -7907942.000000 Penalty: 5493.673340
	Iteration 91F: 3 clusters Score -7907942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -44574.500000 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -44574.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43442.472656 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -43442.47 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -44754.496094 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -44754.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -46525.613281 Penalty: 3112.281982
	Iteration 2F: 3 clusters Score -46525.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -46738.980469 Penalty: 3112.281982
	Iteration 3Q: 3 clusters Score -46738.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -46767.941406 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -46767.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -46778.183594 Penalty: 3112.281982
	Iteration 5Q: 3 clusters Score -46778.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -46784.929688 Penalty: 3112.281982
	Iteration 6Q: 3 clusters Score -46784.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -46784.929688 Penalty: 3112.281982
	Iteration 7F: 3 clusters Score -46784.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 57309 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 24372 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 244194 members 
Mstep: Class 7 contains 4047 members 
Mstep: Class 8 contains 6674 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 160458 members 
Mstep: Class 12 contains 67985 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 198925 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32795 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 188601 members 
Mstep: Class 20 contains 8389 members 
Mstep: Class 21 contains 50965 members 
Mstep: Class 22 contains 64599 members 
Mstep: Class 23 contains 78 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45131 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
Score: -148075552.000000 Penalty: 118343.976562
Splitting cluster 23 changes total score from -148075424.000000 to -148075552.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 24 (4630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Entering Unmasked Estep 
Score: -542984.437500 Penalty: 2093.197510
	Iteration 0F: 2 clusters Score -542984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -538667.625000 Penalty: 4186.395020
	Iteration 0F: 3 clusters Score -538667.6 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -539675.375000 Penalty: 4186.395020
	Iteration 1F: 3 clusters Score -539675.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -539892.250000 Penalty: 4186.395020
	Iteration 2F: 3 clusters Score -539892.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -540026.125000 Penalty: 4186.395020
	Iteration 3Q: 3 clusters Score -540026.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -540112.375000 Penalty: 4186.395020
	Iteration 4Q: 3 clusters Score -540112.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -540184.125000 Penalty: 4186.395020
	Iteration 5Q: 3 clusters Score -540184.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -540262.875000 Penalty: 4186.395020
	Iteration 6Q: 3 clusters Score -540262.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -540340.312500 Penalty: 4186.395020
	Iteration 7Q: 3 clusters Score -540340.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -540422.187500 Penalty: 4186.395020
	Iteration 8Q: 3 clusters Score -540422.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -540533.812500 Penalty: 4186.395020
	Iteration 9Q: 3 clusters Score -540533.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -540686.625000 Penalty: 4186.395020
	Iteration 10Q: 3 clusters Score -540686.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -540907.500000 Penalty: 4186.395020
	Iteration 11Q: 3 clusters Score -540907.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -541183.625000 Penalty: 4186.395020
	Iteration 12F: 3 clusters Score -541183.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -541418.187500 Penalty: 4186.395020
	Iteration 13F: 3 clusters Score -541418.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -541586.750000 Penalty: 4186.395020
	Iteration 14Q: 3 clusters Score -541586.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -541695.000000 Penalty: 4186.395020
	Iteration 15Q: 3 clusters Score -541695 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -541764.750000 Penalty: 4186.395020
	Iteration 16Q: 3 clusters Score -541764.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -541804.687500 Penalty: 4186.395020
	Iteration 17Q: 3 clusters Score -541804.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -541830.187500 Penalty: 4186.395020
	Iteration 18Q: 3 clusters Score -541830.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -541851.375000 Penalty: 4186.395020
	Iteration 19Q: 3 clusters Score -541851.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -541865.750000 Penalty: 4186.395020
	Iteration 20F: 3 clusters Score -541865.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -541873.312500 Penalty: 4186.395020
	Iteration 21Q: 3 clusters Score -541873.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -541881.000000 Penalty: 4186.395020
	Iteration 22Q: 3 clusters Score -541881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -541886.687500 Penalty: 4186.395020
	Iteration 23Q: 3 clusters Score -541886.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -541890.625000 Penalty: 4186.395020
	Iteration 24Q: 3 clusters Score -541890.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -541895.500000 Penalty: 4186.395020
	Iteration 25Q: 3 clusters Score -541895.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -541897.437500 Penalty: 4186.395020
	Iteration 26Q: 3 clusters Score -541897.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -541898.437500 Penalty: 4186.395020
	Iteration 27Q: 3 clusters Score -541898.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -541898.062500 Penalty: 4186.395020
	Iteration 28Q: 3 clusters Score -541898.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -541900.625000 Penalty: 4186.395020
	Iteration 29Q: 3 clusters Score -541900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -541901.750000 Penalty: 4186.395020
	Iteration 30Q: 3 clusters Score -541901.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -541903.187500 Penalty: 4186.395020
	Iteration 31Q: 3 clusters Score -541903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -541903.562500 Penalty: 4186.395020
	Iteration 32Q: 3 clusters Score -541903.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -541904.437500 Penalty: 4186.395020
	Iteration 33Q: 3 clusters Score -541904.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -541904.437500 Penalty: 4186.395020
	Iteration 34F: 3 clusters Score -541904.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -81457.390625 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -81457.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -79754.187500 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -79754.19 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80137.093750 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -80137.09 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80290.390625 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -80290.39 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -80419.914062 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -80419.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -80545.625000 Penalty: 3306.179199
	Iteration 4F: 3 clusters Score -80545.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -80649.046875 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -80649.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -80743.890625 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -80743.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -80892.546875 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -80892.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -80976.781250 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -80976.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -81032.648438 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -81032.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -81056.648438 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -81056.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -81074.601562 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -81074.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -81089.101562 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -81089.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -81089.101562 Penalty: 3306.179199
	Iteration 13F: 3 clusters Score -81089.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -139476.812500 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -139476.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -137477.203125 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -137477.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -137766.593750 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -137766.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137849.468750 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -137849.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -137889.625000 Penalty: 3492.540283
	Iteration 3Q: 3 clusters Score -137889.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -137923.250000 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -137923.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -137937.140625 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -137937.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -137951.968750 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -137952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -137966.140625 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -137966.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -137970.109375 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -137970.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -137970.109375 Penalty: 3492.540283
	Iteration 9F: 3 clusters Score -137970.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (45131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Entering Unmasked Estep 
Score: -5605166.000000 Penalty: 2657.896484
	Iteration 0F: 2 clusters Score -5605166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -5574870.500000 Penalty: 5315.792969
	Iteration 0F: 3 clusters Score -5574870 nChanged 20634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -5586334.000000 Penalty: 5315.792969
	Iteration 1F: 3 clusters Score -5586334 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -5587225.500000 Penalty: 5315.792969
	Iteration 2Q: 3 clusters Score -5587226 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -5588475.500000 Penalty: 5315.792969
	Iteration 3F: 3 clusters Score -5588476 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -5590400.500000 Penalty: 5315.792969
	Iteration 4F: 3 clusters Score -5590400 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -5593186.500000 Penalty: 5315.792969
	Iteration 5F: 3 clusters Score -5593186 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -5596379.500000 Penalty: 5315.792969
	Iteration 6F: 3 clusters Score -5596380 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -5599034.000000 Penalty: 5315.792969
	Iteration 7F: 3 clusters Score -5599034 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -5600826.500000 Penalty: 5315.792969
	Iteration 8Q: 3 clusters Score -5600826 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -5601817.000000 Penalty: 5315.792969
	Iteration 9Q: 3 clusters Score -5601817 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -5602248.500000 Penalty: 5315.792969
	Iteration 10Q: 3 clusters Score -5602248 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -5602481.500000 Penalty: 5315.792969
	Iteration 11Q: 3 clusters Score -5602482 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -5602648.000000 Penalty: 5315.792969
	Iteration 12Q: 3 clusters Score -5602648 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -5602720.000000 Penalty: 5315.792969
	Iteration 13Q: 3 clusters Score -5602720 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -5602800.500000 Penalty: 5315.792969
	Iteration 14Q: 3 clusters Score -5602800 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -5602839.000000 Penalty: 5315.792969
	Iteration 15Q: 3 clusters Score -5602839 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -5602861.500000 Penalty: 5315.792969
	Iteration 16Q: 3 clusters Score -5602862 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -5602888.000000 Penalty: 5315.792969
	Iteration 17Q: 3 clusters Score -5602888 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -5602901.500000 Penalty: 5315.792969
	Iteration 18Q: 3 clusters Score -5602902 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -5602935.000000 Penalty: 5315.792969
	Iteration 19Q: 3 clusters Score -5602935 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -5602942.000000 Penalty: 5315.792969
	Iteration 20F: 3 clusters Score -5602942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -5602961.500000 Penalty: 5315.792969
	Iteration 21Q: 3 clusters Score -5602962 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -5602975.500000 Penalty: 5315.792969
	Iteration 22Q: 3 clusters Score -5602976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -5602992.500000 Penalty: 5315.792969
	Iteration 23Q: 3 clusters Score -5602992 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -5603014.000000 Penalty: 5315.792969
	Iteration 24Q: 3 clusters Score -5603014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -5603027.500000 Penalty: 5315.792969
	Iteration 25Q: 3 clusters Score -5603028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -5603051.000000 Penalty: 5315.792969
	Iteration 26Q: 3 clusters Score -5603051 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -5603065.500000 Penalty: 5315.792969
	Iteration 27Q: 3 clusters Score -5603066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -5603062.000000 Penalty: 5315.792969
	Iteration 28Q: 3 clusters Score -5603062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -5603064.500000 Penalty: 5315.792969
	Iteration 29Q: 3 clusters Score -5603064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -5603081.500000 Penalty: 5315.792969
	Iteration 30Q: 3 clusters Score -5603082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -5603074.500000 Penalty: 5315.792969
	Iteration 31Q: 3 clusters Score -5603074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -5603088.000000 Penalty: 5315.792969
	Iteration 32Q: 3 clusters Score -5603088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -5603090.000000 Penalty: 5315.792969
	Iteration 33Q: 3 clusters Score -5603090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -5603089.500000 Penalty: 5315.792969
	Iteration 34Q: 3 clusters Score -5603090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -5603091.000000 Penalty: 5315.792969
	Iteration 35Q: 3 clusters Score -5603091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -5603091.000000 Penalty: 5315.792969
	Iteration 36Q: 3 clusters Score -5603091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -5603094.500000 Penalty: 5315.792969
	Iteration 37Q: 3 clusters Score -5603094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -5603097.000000 Penalty: 5315.792969
	Iteration 38Q: 3 clusters Score -5603097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -5603093.000000 Penalty: 5315.792969
	Iteration 39Q: 3 clusters Score -5603093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -5603095.500000 Penalty: 5315.792969
	Iteration 40F: 3 clusters Score -5603096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -5603094.000000 Penalty: 5315.792969
	Iteration 41Q: 3 clusters Score -5603094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -5603097.500000 Penalty: 5315.792969
	Iteration 42Q: 3 clusters Score -5603098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -5603098.500000 Penalty: 5315.792969
	Iteration 43Q: 3 clusters Score -5603098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -5603099.000000 Penalty: 5315.792969
	Iteration 44Q: 3 clusters Score -5603099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -5603098.000000 Penalty: 5315.792969
	Iteration 45Q: 3 clusters Score -5603098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -5603096.000000 Penalty: 5315.792969
	Iteration 46Q: 3 clusters Score -5603096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -5603098.500000 Penalty: 5315.792969
	Iteration 47Q: 3 clusters Score -5603098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -5603099.500000 Penalty: 5315.792969
	Iteration 48Q: 3 clusters Score -5603100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -5603104.000000 Penalty: 5315.792969
	Iteration 49Q: 3 clusters Score -5603104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -5603101.000000 Penalty: 5315.792969
	Iteration 50Q: 3 clusters Score -5603101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -5603102.000000 Penalty: 5315.792969
	Iteration 51Q: 3 clusters Score -5603102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -5603096.500000 Penalty: 5315.792969
	Iteration 52Q: 3 clusters Score -5603096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -5603099.000000 Penalty: 5315.792969
	Iteration 53Q: 3 clusters Score -5603099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -5603096.500000 Penalty: 5315.792969
	Iteration 54Q: 3 clusters Score -5603096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -5603096.500000 Penalty: 5315.792969
	Iteration 55F: 3 clusters Score -5603096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -34066.539062 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -34066.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32709.925781 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -32709.93 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32863.964844 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -32863.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32920.433594 Penalty: 2892.613770
	Iteration 2Q: 3 clusters Score -32920.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32952.886719 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -32952.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32984.816406 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -32984.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33067.882812 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -33067.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33149.179688 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -33149.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33280.152344 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -33280.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -33343.847656 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -33343.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33394.007812 Penalty: 2892.613770
	Iteration 9Q: 3 clusters Score -33394.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33435.558594 Penalty: 2892.613770
	Iteration 10Q: 3 clusters Score -33435.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33460.062500 Penalty: 2892.613770
	Iteration 11Q: 3 clusters Score -33460.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33471.480469 Penalty: 2892.613770
	Iteration 12Q: 3 clusters Score -33471.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33482.398438 Penalty: 2892.613770
	Iteration 13Q: 3 clusters Score -33482.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33490.062500 Penalty: 2892.613770
	Iteration 14Q: 3 clusters Score -33490.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33490.156250 Penalty: 2892.613770
	Iteration 15F: 3 clusters Score -33490.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33495.238281 Penalty: 2892.613770
	Iteration 16Q: 3 clusters Score -33495.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33495.238281 Penalty: 2892.613770
	Iteration 17F: 3 clusters Score -33495.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -69587.585938 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -69587.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -68096.960938 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -68096.96 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -68520.359375 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -68520.36 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -68741.015625 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -68741.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68992.875000 Penalty: 3200.998047
	Iteration 3F: 3 clusters Score -68992.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -69155.031250 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -69155.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -69259.070312 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -69259.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -69295.890625 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -69295.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -69329.929688 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -69329.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -69345.789062 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -69345.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -69366.000000 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -69366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -69371.601562 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -69371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -69376.492188 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -69376.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -69384.507812 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -69384.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -69388.796875 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -69388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -69393.781250 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -69393.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -69396.343750 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -69396.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -69403.085938 Penalty: 3200.998047
	Iteration 16Q: 3 clusters Score -69403.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -69412.484375 Penalty: 3200.998047
	Iteration 17Q: 3 clusters Score -69412.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -69428.937500 Penalty: 3200.998047
	Iteration 18Q: 3 clusters Score -69428.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -69437.351562 Penalty: 3200.998047
	Iteration 19Q: 3 clusters Score -69437.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -69447.828125 Penalty: 3200.998047
	Iteration 20F: 3 clusters Score -69447.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -69468.632812 Penalty: 3200.998047
	Iteration 21Q: 3 clusters Score -69468.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -69477.296875 Penalty: 3200.998047
	Iteration 22Q: 3 clusters Score -69477.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -69481.171875 Penalty: 3200.998047
	Iteration 23Q: 3 clusters Score -69481.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -69486.242188 Penalty: 3200.998047
	Iteration 24Q: 3 clusters Score -69486.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -69493.632812 Penalty: 3200.998047
	Iteration 25Q: 3 clusters Score -69493.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69517.132812 Penalty: 3200.998047
	Iteration 26Q: 3 clusters Score -69517.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -69539.656250 Penalty: 3200.998047
	Iteration 27Q: 3 clusters Score -69539.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -69568.617188 Penalty: 3200.998047
	Iteration 28Q: 3 clusters Score -69568.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -69605.328125 Penalty: 3200.998047
	Iteration 29Q: 3 clusters Score -69605.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -69748.078125 Penalty: 3200.998047
	Iteration 30Q: 3 clusters Score -69748.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -69931.484375 Penalty: 3200.998047
	Iteration 31Q: 3 clusters Score -69931.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69935.421875 Penalty: 3200.998047
	Iteration 32Q: 3 clusters Score -69935.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -69938.289062 Penalty: 3200.998047
	Iteration 33Q: 3 clusters Score -69938.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -69938.289062 Penalty: 3200.998047
	Iteration 34F: 3 clusters Score -69938.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 57309 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 24372 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 244194 members 
Mstep: Class 7 contains 4047 members 
Mstep: Class 8 contains 6674 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 160458 members 
Mstep: Class 12 contains 67985 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 198925 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32795 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 188601 members 
Mstep: Class 20 contains 8389 members 
Mstep: Class 21 contains 50965 members 
Mstep: Class 22 contains 64599 members 
Mstep: Class 23 contains 78 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45131 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 235 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Mstep: Class 35 contains 400 members 
Entering Unmasked Estep 
Score: -148073872.000000 Penalty: 121824.687500
Splitting cluster 29 changes total score from -148075424.000000 to -148073872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -204056.015625 Penalty: 1837.916138
	Iteration 0F: 2 clusters Score -204056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -201633.843750 Penalty: 3675.832275
	Iteration 0F: 3 clusters Score -201633.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -202030.656250 Penalty: 3675.832275
	Iteration 1F: 3 clusters Score -202030.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -202131.828125 Penalty: 3675.832275
	Iteration 2F: 3 clusters Score -202131.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -202189.109375 Penalty: 3675.832275
	Iteration 3Q: 3 clusters Score -202189.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -202240.500000 Penalty: 3675.832275
	Iteration 4Q: 3 clusters Score -202240.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -202271.500000 Penalty: 3675.832275
	Iteration 5Q: 3 clusters Score -202271.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -202293.234375 Penalty: 3675.832275
	Iteration 6Q: 3 clusters Score -202293.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -202305.281250 Penalty: 3675.832275
	Iteration 7Q: 3 clusters Score -202305.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -202309.968750 Penalty: 3675.832275
	Iteration 8Q: 3 clusters Score -202310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -202312.562500 Penalty: 3675.832275
	Iteration 9Q: 3 clusters Score -202312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -202315.125000 Penalty: 3675.832275
	Iteration 10Q: 3 clusters Score -202315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -202317.109375 Penalty: 3675.832275
	Iteration 11Q: 3 clusters Score -202317.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -202320.671875 Penalty: 3675.832275
	Iteration 12Q: 3 clusters Score -202320.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -202322.250000 Penalty: 3675.832275
	Iteration 13Q: 3 clusters Score -202322.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -202323.140625 Penalty: 3675.832275
	Iteration 14Q: 3 clusters Score -202323.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -202323.890625 Penalty: 3675.832275
	Iteration 15Q: 3 clusters Score -202323.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -202324.984375 Penalty: 3675.832275
	Iteration 16Q: 3 clusters Score -202325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -202326.765625 Penalty: 3675.832275
	Iteration 17Q: 3 clusters Score -202326.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -202328.859375 Penalty: 3675.832275
	Iteration 18Q: 3 clusters Score -202328.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -202331.500000 Penalty: 3675.832275
	Iteration 19Q: 3 clusters Score -202331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -202333.500000 Penalty: 3675.832275
	Iteration 20F: 3 clusters Score -202333.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -202334.734375 Penalty: 3675.832275
	Iteration 21Q: 3 clusters Score -202334.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -202335.718750 Penalty: 3675.832275
	Iteration 22Q: 3 clusters Score -202335.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -202337.359375 Penalty: 3675.832275
	Iteration 23Q: 3 clusters Score -202337.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -202338.984375 Penalty: 3675.832275
	Iteration 24Q: 3 clusters Score -202339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -202338.984375 Penalty: 3675.832275
	Iteration 25F: 3 clusters Score -202339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -57570.035156 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -57570.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -56073.500000 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -56073.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56280.046875 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -56280.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56395.886719 Penalty: 3086.397705
	Iteration 2F: 3 clusters Score -56395.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -56427.222656 Penalty: 3086.397705
	Iteration 3Q: 3 clusters Score -56427.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -56441.960938 Penalty: 3086.397705
	Iteration 4Q: 3 clusters Score -56441.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -56466.925781 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -56466.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -56494.394531 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -56494.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56504.535156 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -56504.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -56510.917969 Penalty: 3086.397705
	Iteration 8Q: 3 clusters Score -56510.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -56524.378906 Penalty: 3086.397705
	Iteration 9Q: 3 clusters Score -56524.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -56533.671875 Penalty: 3086.397705
	Iteration 10Q: 3 clusters Score -56533.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -56543.105469 Penalty: 3086.397705
	Iteration 11Q: 3 clusters Score -56543.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -56543.105469 Penalty: 3086.397705
	Iteration 12F: 3 clusters Score -56543.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -11169.950195 Penalty: 1203.303467
	Iteration 0F: 2 clusters Score -11169.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10258.398438 Penalty: 2406.606934
	Iteration 0F: 3 clusters Score -10258.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10308.006836 Penalty: 2406.606934
	Iteration 1Q: 3 clusters Score -10308.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10311.540039 Penalty: 2406.606934
	Iteration 2Q: 3 clusters Score -10311.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10311.540039 Penalty: 2406.606934
	Iteration 3F: 3 clusters Score -10311.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -217527.890625 Penalty: 1853.743408
	Iteration 0F: 2 clusters Score -217527.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -215053.937500 Penalty: 3707.486816
	Iteration 0F: 3 clusters Score -215053.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -215431.406250 Penalty: 3707.486816
	Iteration 1F: 3 clusters Score -215431.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -215558.171875 Penalty: 3707.486816
	Iteration 2F: 3 clusters Score -215558.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -215624.953125 Penalty: 3707.486816
	Iteration 3Q: 3 clusters Score -215625 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -215671.015625 Penalty: 3707.486816
	Iteration 4Q: 3 clusters Score -215671 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -215698.421875 Penalty: 3707.486816
	Iteration 5Q: 3 clusters Score -215698.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -215714.390625 Penalty: 3707.486816
	Iteration 6Q: 3 clusters Score -215714.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -215726.187500 Penalty: 3707.486816
	Iteration 7Q: 3 clusters Score -215726.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -215730.953125 Penalty: 3707.486816
	Iteration 8Q: 3 clusters Score -215731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -215736.796875 Penalty: 3707.486816
	Iteration 9Q: 3 clusters Score -215736.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -215743.390625 Penalty: 3707.486816
	Iteration 10Q: 3 clusters Score -215743.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -215748.546875 Penalty: 3707.486816
	Iteration 11Q: 3 clusters Score -215748.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -215752.296875 Penalty: 3707.486816
	Iteration 12Q: 3 clusters Score -215752.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -215754.562500 Penalty: 3707.486816
	Iteration 13Q: 3 clusters Score -215754.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -215754.562500 Penalty: 3707.486816
	Iteration 14F: 3 clusters Score -215754.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 57309 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 24372 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 244194 members 
Mstep: Class 7 contains 4047 members 
Mstep: Class 8 contains 6674 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 160458 members 
Mstep: Class 12 contains 67985 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 198925 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32795 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 188601 members 
Mstep: Class 20 contains 8389 members 
Mstep: Class 21 contains 50965 members 
Mstep: Class 22 contains 64599 members 
Mstep: Class 23 contains 78 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45131 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075568.000000 Penalty: 118343.976562
Iteration 199Q: 35 clusters Score -1.480756e+08 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 441 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 57312 members 
Mstep: Class 3 contains 7017 members 
Mstep: Class 4 contains 24374 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 244103 members 
Mstep: Class 7 contains 4047 members 
Mstep: Class 8 contains 6674 members 
Mstep: Class 9 contains 787 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 160265 members 
Mstep: Class 12 contains 67993 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 198964 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32796 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 188824 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 50986 members 
Mstep: Class 22 contains 64606 members 
Mstep: Class 23 contains 78 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45107 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075744.000000 Penalty: 118343.976562
Iteration 200F: 35 clusters Score -1.480757e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 57333 members 
Mstep: Class 3 contains 7021 members 
Mstep: Class 4 contains 24377 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 243925 members 
Mstep: Class 7 contains 4047 members 
Mstep: Class 8 contains 6671 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 160101 members 
Mstep: Class 12 contains 68008 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 198988 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32798 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 189091 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51004 members 
Mstep: Class 22 contains 64605 members 
Mstep: Class 23 contains 84 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45090 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076048.000000 Penalty: 118343.976562
Iteration 201Q: 35 clusters Score -1.48076e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 57345 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 24379 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 243743 members 
Mstep: Class 7 contains 4047 members 
Mstep: Class 8 contains 6669 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159955 members 
Mstep: Class 12 contains 68030 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4337 members 
Mstep: Class 15 contains 199002 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 189365 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51028 members 
Mstep: Class 22 contains 64604 members 
Mstep: Class 23 contains 84 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45064 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076032.000000 Penalty: 118343.976562
Iteration 202Q: 35 clusters Score -1.48076e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 57351 members 
Mstep: Class 3 contains 7028 members 
Mstep: Class 4 contains 24377 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 243513 members 
Mstep: Class 7 contains 4045 members 
Mstep: Class 8 contains 6666 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159842 members 
Mstep: Class 12 contains 68049 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4337 members 
Mstep: Class 15 contains 198986 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32802 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 189716 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51044 members 
Mstep: Class 22 contains 64602 members 
Mstep: Class 23 contains 84 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 45031 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076080.000000 Penalty: 118343.976562
Iteration 203Q: 35 clusters Score -1.480761e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 57364 members 
Mstep: Class 3 contains 7029 members 
Mstep: Class 4 contains 24375 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 243204 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159766 members 
Mstep: Class 12 contains 68061 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4337 members 
Mstep: Class 15 contains 198945 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32804 members 
Mstep: Class 18 contains 3844 members 
Mstep: Class 19 contains 190138 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51058 members 
Mstep: Class 22 contains 64601 members 
Mstep: Class 23 contains 84 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44999 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076112.000000 Penalty: 118343.976562
Iteration 204Q: 35 clusters Score -1.480761e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 57382 members 
Mstep: Class 3 contains 7030 members 
Mstep: Class 4 contains 24375 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 242902 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159689 members 
Mstep: Class 12 contains 68069 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4337 members 
Mstep: Class 15 contains 198889 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32806 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 190575 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51074 members 
Mstep: Class 22 contains 64602 members 
Mstep: Class 23 contains 84 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44951 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075744.000000 Penalty: 118343.976562
Iteration 205Q: 35 clusters Score -1.480757e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 57381 members 
Mstep: Class 3 contains 7032 members 
Mstep: Class 4 contains 24376 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 242597 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159610 members 
Mstep: Class 12 contains 68069 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4337 members 
Mstep: Class 15 contains 198825 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32811 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 191043 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51091 members 
Mstep: Class 22 contains 64602 members 
Mstep: Class 23 contains 84 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44909 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076000.000000 Penalty: 118343.976562
Iteration 206Q: 35 clusters Score -1.48076e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 57378 members 
Mstep: Class 3 contains 7032 members 
Mstep: Class 4 contains 24375 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 242289 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159526 members 
Mstep: Class 12 contains 68066 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4337 members 
Mstep: Class 15 contains 198777 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32815 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 191486 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51109 members 
Mstep: Class 22 contains 64604 members 
Mstep: Class 23 contains 84 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44883 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075888.000000 Penalty: 118343.976562
Iteration 207Q: 35 clusters Score -1.480759e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 57358 members 
Mstep: Class 3 contains 7032 members 
Mstep: Class 4 contains 24374 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 241960 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159457 members 
Mstep: Class 12 contains 68074 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4337 members 
Mstep: Class 15 contains 198752 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32814 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 191935 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51120 members 
Mstep: Class 22 contains 64603 members 
Mstep: Class 23 contains 84 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44857 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075952.000000 Penalty: 118343.976562
Iteration 208Q: 35 clusters Score -1.48076e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 57347 members 
Mstep: Class 3 contains 7032 members 
Mstep: Class 4 contains 24375 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 241642 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159403 members 
Mstep: Class 12 contains 68086 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 198706 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32814 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 192356 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51128 members 
Mstep: Class 22 contains 64604 members 
Mstep: Class 23 contains 84 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44842 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075632.000000 Penalty: 118343.976562
Iteration 209Q: 35 clusters Score -1.480756e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 57344 members 
Mstep: Class 3 contains 7032 members 
Mstep: Class 4 contains 24375 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 241300 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159346 members 
Mstep: Class 12 contains 68087 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 198671 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32814 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 192809 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51136 members 
Mstep: Class 22 contains 64604 members 
Mstep: Class 23 contains 84 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44816 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075936.000000 Penalty: 118343.976562
Iteration 210Q: 35 clusters Score -1.480759e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 57347 members 
Mstep: Class 3 contains 7032 members 
Mstep: Class 4 contains 24375 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 240971 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159286 members 
Mstep: Class 12 contains 68093 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 198628 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32812 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 193261 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51136 members 
Mstep: Class 22 contains 64606 members 
Mstep: Class 23 contains 84 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44787 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075648.000000 Penalty: 118343.976562
Iteration 211Q: 35 clusters Score -1.480756e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 57343 members 
Mstep: Class 3 contains 7032 members 
Mstep: Class 4 contains 24375 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 240645 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159222 members 
Mstep: Class 12 contains 68092 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 198574 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32810 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 193731 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51136 members 
Mstep: Class 22 contains 64607 members 
Mstep: Class 23 contains 84 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44765 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075792.000000 Penalty: 118343.976562
Iteration 212Q: 35 clusters Score -1.480758e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 57329 members 
Mstep: Class 3 contains 7032 members 
Mstep: Class 4 contains 24375 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 240334 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159181 members 
Mstep: Class 12 contains 68102 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 198503 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 32810 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194163 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51139 members 
Mstep: Class 22 contains 64610 members 
Mstep: Class 23 contains 84 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44754 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075872.000000 Penalty: 118343.976562
Iteration 213Q: 35 clusters Score -1.480759e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 57317 members 
Mstep: Class 3 contains 7032 members 
Mstep: Class 4 contains 24374 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 240011 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159157 members 
Mstep: Class 12 contains 68106 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 198433 members 
Mstep: Class 16 contains 1297 members 
Mstep: Class 17 contains 32812 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194581 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51147 members 
Mstep: Class 22 contains 64612 members 
Mstep: Class 23 contains 84 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44748 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075856.000000 Penalty: 118343.976562
Iteration 214Q: 35 clusters Score -1.480759e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 57294 members 
Mstep: Class 3 contains 7032 members 
Mstep: Class 4 contains 24374 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 239699 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159134 members 
Mstep: Class 12 contains 68107 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 198366 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32812 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195001 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51151 members 
Mstep: Class 22 contains 64612 members 
Mstep: Class 23 contains 84 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44747 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075760.000000 Penalty: 118343.976562
Iteration 215Q: 35 clusters Score -1.480758e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 57271 members 
Mstep: Class 3 contains 7031 members 
Mstep: Class 4 contains 24374 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 239378 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159118 members 
Mstep: Class 12 contains 68112 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 198301 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32813 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195424 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51160 members 
Mstep: Class 22 contains 64606 members 
Mstep: Class 23 contains 84 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44741 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075824.000000 Penalty: 118343.976562
Iteration 216Q: 35 clusters Score -1.480758e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 57263 members 
Mstep: Class 3 contains 7031 members 
Mstep: Class 4 contains 24373 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 239045 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159107 members 
Mstep: Class 12 contains 68107 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 198228 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32814 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195853 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51172 members 
Mstep: Class 22 contains 64608 members 
Mstep: Class 23 contains 84 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44727 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075744.000000 Penalty: 118343.976562
Iteration 217Q: 35 clusters Score -1.480757e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 57252 members 
Mstep: Class 3 contains 7031 members 
Mstep: Class 4 contains 24373 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 238734 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 6664 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159121 members 
Mstep: Class 12 contains 68110 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 198150 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32814 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196225 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51184 members 
Mstep: Class 22 contains 64608 members 
Mstep: Class 23 contains 84 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44724 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075696.000000 Penalty: 118343.976562
Iteration 218Q: 35 clusters Score -1.480757e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 57247 members 
Mstep: Class 3 contains 7031 members 
Mstep: Class 4 contains 24374 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 238441 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 6663 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159132 members 
Mstep: Class 12 contains 68118 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 198080 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32814 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196576 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51192 members 
Mstep: Class 22 contains 64606 members 
Mstep: Class 23 contains 84 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44717 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075648.000000 Penalty: 118343.976562
Iteration 219Q: 35 clusters Score -1.480756e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 436 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 57242 members 
Mstep: Class 3 contains 7031 members 
Mstep: Class 4 contains 24374 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 238172 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 6663 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159150 members 
Mstep: Class 12 contains 68119 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 198002 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32814 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196898 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51197 members 
Mstep: Class 22 contains 64608 members 
Mstep: Class 23 contains 84 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44721 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075584.000000 Penalty: 118343.976562
Iteration 220F: 35 clusters Score -1.480756e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 57243 members 
Mstep: Class 3 contains 7031 members 
Mstep: Class 4 contains 24374 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 237937 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 6663 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159154 members 
Mstep: Class 12 contains 68122 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 197924 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32814 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 197201 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51198 members 
Mstep: Class 22 contains 64608 members 
Mstep: Class 23 contains 88 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44722 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075616.000000 Penalty: 118343.976562
Iteration 221Q: 35 clusters Score -1.480756e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 57240 members 
Mstep: Class 3 contains 7031 members 
Mstep: Class 4 contains 24373 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 237701 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 6663 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159167 members 
Mstep: Class 12 contains 68132 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 197841 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32812 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 197504 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51201 members 
Mstep: Class 22 contains 64607 members 
Mstep: Class 23 contains 85 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44720 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075584.000000 Penalty: 118343.976562
Iteration 222Q: 35 clusters Score -1.480756e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 57247 members 
Mstep: Class 3 contains 7031 members 
Mstep: Class 4 contains 24375 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 237483 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 6663 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159172 members 
Mstep: Class 12 contains 68130 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 197748 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32812 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 197784 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51207 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 82 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44731 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075712.000000 Penalty: 118343.976562
Iteration 223Q: 35 clusters Score -1.480757e+08 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 57240 members 
Mstep: Class 3 contains 7032 members 
Mstep: Class 4 contains 24375 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 237287 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 6663 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159171 members 
Mstep: Class 12 contains 68129 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4338 members 
Mstep: Class 15 contains 197642 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32812 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 198087 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51214 members 
Mstep: Class 22 contains 64612 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44733 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075760.000000 Penalty: 118343.976562
Iteration 224Q: 35 clusters Score -1.480758e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 57231 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 24372 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 237101 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 6663 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159158 members 
Mstep: Class 12 contains 68130 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 197526 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32813 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 198410 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51219 members 
Mstep: Class 22 contains 64612 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44734 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075808.000000 Penalty: 118343.976562
Iteration 225Q: 35 clusters Score -1.480758e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 57236 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 24371 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236937 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 6663 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159166 members 
Mstep: Class 12 contains 68129 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 197405 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32814 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 198688 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51219 members 
Mstep: Class 22 contains 64612 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44729 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075696.000000 Penalty: 118343.976562
Iteration 226Q: 35 clusters Score -1.480757e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 57240 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 24371 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236778 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 6662 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159187 members 
Mstep: Class 12 contains 68130 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 197313 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32812 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 198934 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51214 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44720 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075440.000000 Penalty: 118343.976562
Iteration 227Q: 35 clusters Score -1.480754e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 57237 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 24371 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236632 members 
Mstep: Class 7 contains 4043 members 
Mstep: Class 8 contains 6663 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159210 members 
Mstep: Class 12 contains 68128 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 197227 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32811 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 199153 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51213 members 
Mstep: Class 22 contains 64609 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44722 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075664.000000 Penalty: 118343.976562
Iteration 228Q: 35 clusters Score -1.480757e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 57230 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 24371 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236506 members 
Mstep: Class 7 contains 4045 members 
Mstep: Class 8 contains 6663 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159241 members 
Mstep: Class 12 contains 68123 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4335 members 
Mstep: Class 15 contains 197140 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32813 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 199333 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51222 members 
Mstep: Class 22 contains 64610 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44730 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075696.000000 Penalty: 118343.976562
Iteration 229Q: 35 clusters Score -1.480757e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 57213 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 24369 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236415 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 6663 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159273 members 
Mstep: Class 12 contains 68115 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4335 members 
Mstep: Class 15 contains 197070 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32814 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 199494 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51211 members 
Mstep: Class 22 contains 64610 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44736 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075680.000000 Penalty: 118343.976562
Iteration 230Q: 35 clusters Score -1.480757e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 57196 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 24368 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236356 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 6662 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159315 members 
Mstep: Class 12 contains 68109 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4335 members 
Mstep: Class 15 contains 197012 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32814 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 199595 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51202 members 
Mstep: Class 22 contains 64612 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44744 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075584.000000 Penalty: 118343.976562
Iteration 231Q: 35 clusters Score -1.480756e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 57178 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 24366 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236336 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5007 members 
Mstep: Class 11 contains 159341 members 
Mstep: Class 12 contains 68107 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4335 members 
Mstep: Class 15 contains 196962 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32812 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 199659 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51193 members 
Mstep: Class 22 contains 64614 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44758 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075296.000000 Penalty: 118343.976562
Iteration 232Q: 35 clusters Score -1.480753e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 57162 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 24364 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236328 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159375 members 
Mstep: Class 12 contains 68099 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4335 members 
Mstep: Class 15 contains 196934 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32811 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 199687 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51193 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44759 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075456.000000 Penalty: 118343.976562
Iteration 233Q: 35 clusters Score -1.480755e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 57153 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 24365 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236341 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 6661 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159401 members 
Mstep: Class 12 contains 68101 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4334 members 
Mstep: Class 15 contains 196898 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32811 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 199688 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51191 members 
Mstep: Class 22 contains 64617 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44767 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075280.000000 Penalty: 118343.976562
Iteration 234Q: 35 clusters Score -1.480753e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 57140 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 24365 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236354 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159441 members 
Mstep: Class 12 contains 68104 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 196877 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32811 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 199673 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51188 members 
Mstep: Class 22 contains 64622 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44761 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075136.000000 Penalty: 118343.976562
Iteration 235Q: 35 clusters Score -1.480751e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 57129 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 24363 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236373 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159504 members 
Mstep: Class 12 contains 68094 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 196855 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32810 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 199619 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51191 members 
Mstep: Class 22 contains 64621 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44777 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075216.000000 Penalty: 118343.976562
Iteration 236Q: 35 clusters Score -1.480752e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57113 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236391 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159543 members 
Mstep: Class 12 contains 68091 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 196838 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32809 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 199574 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51189 members 
Mstep: Class 22 contains 64621 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44808 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074896.000000 Penalty: 118343.976562
Iteration 237Q: 35 clusters Score -1.480749e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57101 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 24359 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236433 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159593 members 
Mstep: Class 12 contains 68081 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 196842 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32808 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 199483 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51185 members 
Mstep: Class 22 contains 64620 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44833 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075120.000000 Penalty: 118343.976562
Iteration 238Q: 35 clusters Score -1.480751e+08 nChanged 503
Entering ConstructFrom: 
Score: -148075120.000000 Penalty: 118343.976562
Entering ConstructFrom: 
Trying to split cluster 1 (43468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Entering Unmasked Estep 
Score: -5201979.000000 Penalty: 2648.585449
	Iteration 0F: 2 clusters Score -5201979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -5172618.500000 Penalty: 5297.170898
	Iteration 0F: 3 clusters Score -5172618 nChanged 19824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -5183487.000000 Penalty: 5297.170898
	Iteration 1F: 3 clusters Score -5183487 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -5184123.500000 Penalty: 5297.170898
	Iteration 2Q: 3 clusters Score -5184124 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -5184758.000000 Penalty: 5297.170898
	Iteration 3Q: 3 clusters Score -5184758 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -5185387.000000 Penalty: 5297.170898
	Iteration 4Q: 3 clusters Score -5185387 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -5186076.000000 Penalty: 5297.170898
	Iteration 5Q: 3 clusters Score -5186076 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -5186833.000000 Penalty: 5297.170898
	Iteration 6Q: 3 clusters Score -5186833 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -5187713.000000 Penalty: 5297.170898
	Iteration 7Q: 3 clusters Score -5187713 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -5188776.000000 Penalty: 5297.170898
	Iteration 8Q: 3 clusters Score -5188776 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -5190036.000000 Penalty: 5297.170898
	Iteration 9F: 3 clusters Score -5190036 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -5191356.500000 Penalty: 5297.170898
	Iteration 10F: 3 clusters Score -5191356 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -5192930.000000 Penalty: 5297.170898
	Iteration 11F: 3 clusters Score -5192930 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -5194595.500000 Penalty: 5297.170898
	Iteration 12F: 3 clusters Score -5194596 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -5196137.500000 Penalty: 5297.170898
	Iteration 13Q: 3 clusters Score -5196138 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -5197481.000000 Penalty: 5297.170898
	Iteration 14Q: 3 clusters Score -5197481 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -5198474.500000 Penalty: 5297.170898
	Iteration 15Q: 3 clusters Score -5198474 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -5199185.500000 Penalty: 5297.170898
	Iteration 16Q: 3 clusters Score -5199186 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -5199695.000000 Penalty: 5297.170898
	Iteration 17Q: 3 clusters Score -5199695 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5200084.000000 Penalty: 5297.170898
	Iteration 18Q: 3 clusters Score -5200084 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -5200303.500000 Penalty: 5297.170898
	Iteration 19Q: 3 clusters Score -5200304 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5200475.000000 Penalty: 5297.170898
	Iteration 20F: 3 clusters Score -5200475 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5200593.500000 Penalty: 5297.170898
	Iteration 21Q: 3 clusters Score -5200594 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5200685.500000 Penalty: 5297.170898
	Iteration 22Q: 3 clusters Score -5200686 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5200751.500000 Penalty: 5297.170898
	Iteration 23Q: 3 clusters Score -5200752 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5200797.500000 Penalty: 5297.170898
	Iteration 24Q: 3 clusters Score -5200798 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5200835.000000 Penalty: 5297.170898
	Iteration 25Q: 3 clusters Score -5200835 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5200866.500000 Penalty: 5297.170898
	Iteration 26Q: 3 clusters Score -5200866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5200888.000000 Penalty: 5297.170898
	Iteration 27Q: 3 clusters Score -5200888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5200912.000000 Penalty: 5297.170898
	Iteration 28Q: 3 clusters Score -5200912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5200938.500000 Penalty: 5297.170898
	Iteration 29Q: 3 clusters Score -5200938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5200949.000000 Penalty: 5297.170898
	Iteration 30Q: 3 clusters Score -5200949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5200956.500000 Penalty: 5297.170898
	Iteration 31Q: 3 clusters Score -5200956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5200964.000000 Penalty: 5297.170898
	Iteration 32Q: 3 clusters Score -5200964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5200963.000000 Penalty: 5297.170898
	Iteration 33Q: 3 clusters Score -5200963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5200966.000000 Penalty: 5297.170898
	Iteration 34Q: 3 clusters Score -5200966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5200978.500000 Penalty: 5297.170898
	Iteration 35Q: 3 clusters Score -5200978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5200977.500000 Penalty: 5297.170898
	Iteration 36Q: 3 clusters Score -5200978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5200977.500000 Penalty: 5297.170898
	Iteration 37F: 3 clusters Score -5200978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (57090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57090 members 
Entering Unmasked Estep 
Score: -7010317.000000 Penalty: 2716.191162
	Iteration 0F: 2 clusters Score -7010317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -6972062.000000 Penalty: 5432.382324
	Iteration 0F: 3 clusters Score -6972062 nChanged 26248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24313 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7004108 nChanged 670
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Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7004327 nChanged 594
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Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7004526 nChanged 583
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7004878 nChanged 497
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Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7005012 nChanged 480
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Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7005126 nChanged 451
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Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7005238 nChanged 433
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Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -7005322.500000 Penalty: 5432.382324
	Iteration 20F: 3 clusters Score -7005322 nChanged 418
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Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7005428 nChanged 388
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Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7005473 nChanged 377
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Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7005546 nChanged 369
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Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7005679 nChanged 348
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Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7005745 nChanged 332
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Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7005793 nChanged 328
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Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7005887 nChanged 347
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Mstep: Class 1 contains 10350 members 
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7005951 nChanged 369
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Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7006030 nChanged 388
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Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7006209 nChanged 336
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Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7006292 nChanged 348
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Mstep: Class 1 contains 8538 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7006340 nChanged 343
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Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7866 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7537 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 49845 members 
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Mstep: Class 1 contains 6946 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7006754 nChanged 268
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Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7006828 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7006888 nChanged 239
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Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7006924 nChanged 232
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Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 51143 members 
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	Iteration 43Q: 3 clusters Score -7006958 nChanged 243
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Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7007023 nChanged 233
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Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7007098 nChanged 217
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Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 51834 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7007138 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5067 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7007170 nChanged 186
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Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7007200 nChanged 181
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Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 52390 members 
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	Iteration 49Q: 3 clusters Score -7007230 nChanged 153
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	Iteration 50Q: 3 clusters Score -7007280 nChanged 138
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Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 52681 members 
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	Iteration 51Q: 3 clusters Score -7007307 nChanged 142
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Mstep: Class 2 contains 52821 members 
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	Iteration 52Q: 3 clusters Score -7007350 nChanged 131
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Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7007356 nChanged 133
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Mstep: Class 1 contains 4005 members 
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	Iteration 54Q: 3 clusters Score -7007392 nChanged 109
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Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 53194 members 
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	Iteration 55Q: 3 clusters Score -7007400 nChanged 128
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Mstep: Class 1 contains 3770 members 
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	Iteration 56Q: 3 clusters Score -7007449 nChanged 122
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	Iteration 57Q: 3 clusters Score -7007488 nChanged 104
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	Iteration 58Q: 3 clusters Score -7007506 nChanged 89
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Mstep: Class 1 contains 3457 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7007536 nChanged 84
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Mstep: Class 1 contains 3373 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7007564 nChanged 92
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Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7007594 nChanged 90
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Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7007620 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 53965 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7007645 nChanged 74
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Mstep: Class 1 contains 3057 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7007672 nChanged 82
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Mstep: Class 1 contains 2977 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7007698 nChanged 76
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7007712 nChanged 75
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Mstep: Class 1 contains 2826 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7007729 nChanged 64
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7007760 nChanged 60
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7007765 nChanged 56
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7007754 nChanged 58
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	Iteration 71Q: 3 clusters Score -7007764 nChanged 55
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	Iteration 72Q: 3 clusters Score -7007779 nChanged 52
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	Iteration 73Q: 3 clusters Score -7007771 nChanged 55
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	Iteration 74Q: 3 clusters Score -7007793 nChanged 62
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	Iteration 75Q: 3 clusters Score -7007824 nChanged 57
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	Iteration 76Q: 3 clusters Score -7007844 nChanged 52
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	Iteration 77Q: 3 clusters Score -7007852 nChanged 40
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	Iteration 78Q: 3 clusters Score -7007867 nChanged 42
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	Iteration 79Q: 3 clusters Score -7007880 nChanged 33
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7007892 nChanged 32
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	Iteration 81Q: 3 clusters Score -7007888 nChanged 17
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Mstep: Class 2 contains 54979 members 
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	Iteration 82Q: 3 clusters Score -7007893 nChanged 8
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	Iteration 83Q: 3 clusters Score -7007900 nChanged 16
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	Iteration 84Q: 3 clusters Score -7007898 nChanged 14
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	Iteration 85Q: 3 clusters Score -7007896 nChanged 14
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	Iteration 86Q: 3 clusters Score -7007894 nChanged 15
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	Iteration 87Q: 3 clusters Score -7007888 nChanged 14
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	Iteration 88Q: 3 clusters Score -7007892 nChanged 16
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Mstep: Class 2 contains 55070 members 
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	Iteration 89Q: 3 clusters Score -7007899 nChanged 10
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Mstep: Class 2 contains 55080 members 
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	Iteration 90Q: 3 clusters Score -7007899 nChanged 17
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	Iteration 91Q: 3 clusters Score -7007906 nChanged 15
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7007920 nChanged 9
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Mstep: Class 2 contains 55121 members 
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	Iteration 93Q: 3 clusters Score -7007920 nChanged 8
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Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -7007925.500000 Penalty: 5432.382324
	Iteration 94Q: 3 clusters Score -7007926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -7007925.500000 Penalty: 5432.382324
	Iteration 95Q: 3 clusters Score -7007926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -7007922.500000 Penalty: 5432.382324
	Iteration 96Q: 3 clusters Score -7007922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -7007922.500000 Penalty: 5432.382324
	Iteration 97Q: 3 clusters Score -7007922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -7007914.000000 Penalty: 5432.382324
	Iteration 98Q: 3 clusters Score -7007914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -7007920.000000 Penalty: 5432.382324
	Iteration 99Q: 3 clusters Score -7007920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -7007925.000000 Penalty: 5432.382324
	Iteration 100F: 3 clusters Score -7007925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -7007925.000000 Penalty: 5432.382324
	Iteration 101Q: 3 clusters Score -7007925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 55187 members 
Entering Unmasked Estep 
Score: -7007937.000000 Penalty: 5432.382324
	Iteration 102Q: 3 clusters Score -7007937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 55192 members 
Entering Unmasked Estep 
Score: -7007946.000000 Penalty: 5432.382324
	Iteration 103Q: 3 clusters Score -7007946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -7007951.000000 Penalty: 5432.382324
	Iteration 104Q: 3 clusters Score -7007951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 55207 members 
Entering Unmasked Estep 
Score: -7007951.500000 Penalty: 5432.382324
	Iteration 105Q: 3 clusters Score -7007952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
Score: -7007959.000000 Penalty: 5432.382324
	Iteration 106Q: 3 clusters Score -7007959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -7007961.000000 Penalty: 5432.382324
	Iteration 107Q: 3 clusters Score -7007961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -7007958.500000 Penalty: 5432.382324
	Iteration 108Q: 3 clusters Score -7007958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 55256 members 
Entering Unmasked Estep 
Score: -7007975.500000 Penalty: 5432.382324
	Iteration 109Q: 3 clusters Score -7007976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -7007980.000000 Penalty: 5432.382324
	Iteration 110Q: 3 clusters Score -7007980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 55283 members 
Entering Unmasked Estep 
Score: -7007988.500000 Penalty: 5432.382324
	Iteration 111Q: 3 clusters Score -7007988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 55296 members 
Entering Unmasked Estep 
Score: -7007988.000000 Penalty: 5432.382324
	Iteration 112Q: 3 clusters Score -7007988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -7008002.500000 Penalty: 5432.382324
	Iteration 113Q: 3 clusters Score -7008002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -7008004.500000 Penalty: 5432.382324
	Iteration 114Q: 3 clusters Score -7008004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -7008003.500000 Penalty: 5432.382324
	Iteration 115Q: 3 clusters Score -7008004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
Score: -7008014.000000 Penalty: 5432.382324
	Iteration 116Q: 3 clusters Score -7008014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -7008009.500000 Penalty: 5432.382324
	Iteration 117Q: 3 clusters Score -7008010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -7007995.500000 Penalty: 5432.382324
	Iteration 118Q: 3 clusters Score -7007996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -7008008.500000 Penalty: 5432.382324
	Iteration 119Q: 3 clusters Score -7008008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -7008002.000000 Penalty: 5432.382324
	Iteration 120F: 3 clusters Score -7008002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 55351 members 
Entering Unmasked Estep 
Score: -7008000.000000 Penalty: 5432.382324
	Iteration 121Q: 3 clusters Score -7008000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -7008006.500000 Penalty: 5432.382324
	Iteration 122Q: 3 clusters Score -7008006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -7008006.500000 Penalty: 5432.382324
	Iteration 123F: 3 clusters Score -7008006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Entering Unmasked Estep 
Score: -750353.125000 Penalty: 2196.910645
	Iteration 0F: 2 clusters Score -750353.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -744500.000000 Penalty: 4393.821289
	Iteration 0F: 3 clusters Score -744500 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -746611.125000 Penalty: 4393.821289
	Iteration 1F: 3 clusters Score -746611.1 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -747718.750000 Penalty: 4393.821289
	Iteration 2F: 3 clusters Score -747718.8 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -748974.687500 Penalty: 4393.821289
	Iteration 3F: 3 clusters Score -748974.7 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -749903.500000 Penalty: 4393.821289
	Iteration 4F: 3 clusters Score -749903.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -750342.312500 Penalty: 4393.821289
	Iteration 5F: 3 clusters Score -750342.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -750521.812500 Penalty: 4393.821289
	Iteration 6Q: 3 clusters Score -750521.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -750597.250000 Penalty: 4393.821289
	Iteration 7Q: 3 clusters Score -750597.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -750644.437500 Penalty: 4393.821289
	Iteration 8Q: 3 clusters Score -750644.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -750671.687500 Penalty: 4393.821289
	Iteration 9Q: 3 clusters Score -750671.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -750687.312500 Penalty: 4393.821289
	Iteration 10Q: 3 clusters Score -750687.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -750695.187500 Penalty: 4393.821289
	Iteration 11Q: 3 clusters Score -750695.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -750703.500000 Penalty: 4393.821289
	Iteration 12Q: 3 clusters Score -750703.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -750712.625000 Penalty: 4393.821289
	Iteration 13Q: 3 clusters Score -750712.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -750722.625000 Penalty: 4393.821289
	Iteration 14Q: 3 clusters Score -750722.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -750729.187500 Penalty: 4393.821289
	Iteration 15Q: 3 clusters Score -750729.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -750735.500000 Penalty: 4393.821289
	Iteration 16Q: 3 clusters Score -750735.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -750739.437500 Penalty: 4393.821289
	Iteration 17Q: 3 clusters Score -750739.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -750745.000000 Penalty: 4393.821289
	Iteration 18Q: 3 clusters Score -750745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -750750.125000 Penalty: 4393.821289
	Iteration 19Q: 3 clusters Score -750750.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -750757.812500 Penalty: 4393.821289
	Iteration 20F: 3 clusters Score -750757.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -750764.250000 Penalty: 4393.821289
	Iteration 21Q: 3 clusters Score -750764.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -750769.437500 Penalty: 4393.821289
	Iteration 22Q: 3 clusters Score -750769.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -750772.750000 Penalty: 4393.821289
	Iteration 23Q: 3 clusters Score -750772.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -750777.437500 Penalty: 4393.821289
	Iteration 24Q: 3 clusters Score -750777.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -750785.500000 Penalty: 4393.821289
	Iteration 25Q: 3 clusters Score -750785.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -750791.437500 Penalty: 4393.821289
	Iteration 26Q: 3 clusters Score -750791.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -750803.812500 Penalty: 4393.821289
	Iteration 27Q: 3 clusters Score -750803.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -750808.937500 Penalty: 4393.821289
	Iteration 28Q: 3 clusters Score -750808.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -750817.562500 Penalty: 4393.821289
	Iteration 29Q: 3 clusters Score -750817.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -750824.875000 Penalty: 4393.821289
	Iteration 30Q: 3 clusters Score -750824.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -750839.187500 Penalty: 4393.821289
	Iteration 31Q: 3 clusters Score -750839.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -750861.687500 Penalty: 4393.821289
	Iteration 32Q: 3 clusters Score -750861.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -750884.750000 Penalty: 4393.821289
	Iteration 33Q: 3 clusters Score -750884.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -750918.562500 Penalty: 4393.821289
	Iteration 34Q: 3 clusters Score -750918.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -750947.125000 Penalty: 4393.821289
	Iteration 35Q: 3 clusters Score -750947.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -750967.312500 Penalty: 4393.821289
	Iteration 36Q: 3 clusters Score -750967.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -750990.812500 Penalty: 4393.821289
	Iteration 37Q: 3 clusters Score -750990.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -751003.000000 Penalty: 4393.821289
	Iteration 38Q: 3 clusters Score -751003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -751010.000000 Penalty: 4393.821289
	Iteration 39Q: 3 clusters Score -751010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -751015.812500 Penalty: 4393.821289
	Iteration 40F: 3 clusters Score -751015.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -751021.437500 Penalty: 4393.821289
	Iteration 41Q: 3 clusters Score -751021.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -751025.687500 Penalty: 4393.821289
	Iteration 42Q: 3 clusters Score -751025.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -751026.500000 Penalty: 4393.821289
	Iteration 43Q: 3 clusters Score -751026.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -751027.375000 Penalty: 4393.821289
	Iteration 44Q: 3 clusters Score -751027.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -751029.187500 Penalty: 4393.821289
	Iteration 45Q: 3 clusters Score -751029.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -751029.562500 Penalty: 4393.821289
	Iteration 46Q: 3 clusters Score -751029.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -751029.687500 Penalty: 4393.821289
	Iteration 47Q: 3 clusters Score -751029.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -751029.687500 Penalty: 4393.821289
	Iteration 48F: 3 clusters Score -751029.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 57090 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236481 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159624 members 
Mstep: Class 12 contains 68087 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 196836 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32806 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 199397 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51178 members 
Mstep: Class 22 contains 64620 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44859 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Mstep: Class 35 contains 2006 members 
Entering Unmasked Estep 
Score: -148074352.000000 Penalty: 121824.687500
Splitting cluster 3 changes total score from -148075120.000000 to -148074352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (24361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Entering Unmasked Estep 
Score: -2883943.500000 Penalty: 2504.983154
	Iteration 0F: 2 clusters Score -2883944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2866953.750000 Penalty: 5009.966309
	Iteration 0F: 3 clusters Score -2866954 nChanged 10951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2873161.000000 Penalty: 5009.966309
	Iteration 1F: 3 clusters Score -2873161 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2873722.000000 Penalty: 5009.966309
	Iteration 2F: 3 clusters Score -2873722 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2874278.250000 Penalty: 5009.966309
	Iteration 3F: 3 clusters Score -2874278 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2874974.000000 Penalty: 5009.966309
	Iteration 4F: 3 clusters Score -2874974 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2875791.000000 Penalty: 5009.966309
	Iteration 5F: 3 clusters Score -2875791 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2876741 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2877623.500000 Penalty: 5009.966309
	Iteration 7F: 3 clusters Score -2877624 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2878359.750000 Penalty: 5009.966309
	Iteration 8F: 3 clusters Score -2878360 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2878858.000000 Penalty: 5009.966309
	Iteration 9Q: 3 clusters Score -2878858 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2879173.250000 Penalty: 5009.966309
	Iteration 10Q: 3 clusters Score -2879173 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2879383 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2879500.250000 Penalty: 5009.966309
	Iteration 12Q: 3 clusters Score -2879500 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2879561 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2879606.000000 Penalty: 5009.966309
	Iteration 14Q: 3 clusters Score -2879606 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2879665 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2879680.500000 Penalty: 5009.966309
	Iteration 16Q: 3 clusters Score -2879680 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2879725.750000 Penalty: 5009.966309
	Iteration 17Q: 3 clusters Score -2879726 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2879754.000000 Penalty: 5009.966309
	Iteration 18Q: 3 clusters Score -2879754 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2879782.250000 Penalty: 5009.966309
	Iteration 19Q: 3 clusters Score -2879782 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2879796.250000 Penalty: 5009.966309
	Iteration 20F: 3 clusters Score -2879796 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2879823.500000 Penalty: 5009.966309
	Iteration 21Q: 3 clusters Score -2879824 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2879852.750000 Penalty: 5009.966309
	Iteration 22Q: 3 clusters Score -2879853 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2879882 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2879916.000000 Penalty: 5009.966309
	Iteration 24Q: 3 clusters Score -2879916 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2879944 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2879973 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2880008 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2880041.750000 Penalty: 5009.966309
	Iteration 28Q: 3 clusters Score -2880042 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2880066 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2880090 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2880123.500000 Penalty: 5009.966309
	Iteration 31Q: 3 clusters Score -2880124 nChanged 147
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Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2880152 nChanged 161
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Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2880184 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2880220.750000 Penalty: 5009.966309
	Iteration 34Q: 3 clusters Score -2880221 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2880258 nChanged 167
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Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2880302 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2880332 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2880362 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2880366 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2880397.500000 Penalty: 5009.966309
	Iteration 40F: 3 clusters Score -2880398 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2880426 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2880449 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2880476.750000 Penalty: 5009.966309
	Iteration 43Q: 3 clusters Score -2880477 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -2880505.750000 Penalty: 5009.966309
	Iteration 44Q: 3 clusters Score -2880506 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2880507 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2880536 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2880547 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2880559.250000 Penalty: 5009.966309
	Iteration 48Q: 3 clusters Score -2880559 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2880570 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2880571.000000 Penalty: 5009.966309
	Iteration 50Q: 3 clusters Score -2880571 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2880575.500000 Penalty: 5009.966309
	Iteration 51Q: 3 clusters Score -2880576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2880580 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2880584 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2880592.750000 Penalty: 5009.966309
	Iteration 54Q: 3 clusters Score -2880593 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2880596 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2880598.250000 Penalty: 5009.966309
	Iteration 56Q: 3 clusters Score -2880598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2880605.000000 Penalty: 5009.966309
	Iteration 57Q: 3 clusters Score -2880605 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2880613.000000 Penalty: 5009.966309
	Iteration 58Q: 3 clusters Score -2880613 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2880621.250000 Penalty: 5009.966309
	Iteration 59Q: 3 clusters Score -2880621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2880618.000000 Penalty: 5009.966309
	Iteration 60F: 3 clusters Score -2880618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2880613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2880619.000000 Penalty: 5009.966309
	Iteration 62Q: 3 clusters Score -2880619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2880622.500000 Penalty: 5009.966309
	Iteration 63Q: 3 clusters Score -2880622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2880625.000000 Penalty: 5009.966309
	Iteration 64Q: 3 clusters Score -2880625 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2880626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2880635.000000 Penalty: 5009.966309
	Iteration 66Q: 3 clusters Score -2880635 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2880638 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2880643.750000 Penalty: 5009.966309
	Iteration 68Q: 3 clusters Score -2880644 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2880645.000000 Penalty: 5009.966309
	Iteration 69Q: 3 clusters Score -2880645 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2880652.500000 Penalty: 5009.966309
	Iteration 70Q: 3 clusters Score -2880652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2880656.750000 Penalty: 5009.966309
	Iteration 71Q: 3 clusters Score -2880657 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2880668.000000 Penalty: 5009.966309
	Iteration 72Q: 3 clusters Score -2880668 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2880679.500000 Penalty: 5009.966309
	Iteration 73Q: 3 clusters Score -2880680 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2880677.750000 Penalty: 5009.966309
	Iteration 74Q: 3 clusters Score -2880678 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2880681.250000 Penalty: 5009.966309
	Iteration 75Q: 3 clusters Score -2880681 nChanged 54
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Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2880695.250000 Penalty: 5009.966309
	Iteration 76Q: 3 clusters Score -2880695 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2880693.250000 Penalty: 5009.966309
	Iteration 77Q: 3 clusters Score -2880693 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2880698.750000 Penalty: 5009.966309
	Iteration 78Q: 3 clusters Score -2880699 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2880700.250000 Penalty: 5009.966309
	Iteration 79Q: 3 clusters Score -2880700 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2880699.250000 Penalty: 5009.966309
	Iteration 80F: 3 clusters Score -2880699 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2880704 nChanged 54
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Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2880708.250000 Penalty: 5009.966309
	Iteration 82Q: 3 clusters Score -2880708 nChanged 51
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Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2880721.500000 Penalty: 5009.966309
	Iteration 83Q: 3 clusters Score -2880722 nChanged 49
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Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2880728.250000 Penalty: 5009.966309
	Iteration 84Q: 3 clusters Score -2880728 nChanged 54
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Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2880736 nChanged 67
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Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2880748 nChanged 76
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Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2880764 nChanged 75
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Mstep: Class 1 contains 14619 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2880775 nChanged 84
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Mstep: Class 1 contains 14665 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2880786 nChanged 80
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Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2880794 nChanged 61
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Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2880803.000000 Penalty: 5009.966309
	Iteration 91Q: 3 clusters Score -2880803 nChanged 61
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Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 9600 members 
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	Iteration 92Q: 3 clusters Score -2880809 nChanged 60
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Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2880814.000000 Penalty: 5009.966309
	Iteration 93Q: 3 clusters Score -2880814 nChanged 57
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Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2880813 nChanged 55
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Entering Unmasked Estep 
Score: -2880822.500000 Penalty: 5009.966309
	Iteration 95Q: 3 clusters Score -2880822 nChanged 52
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Mstep: Class 1 contains 14839 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2880822 nChanged 63
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Mstep: Class 1 contains 14860 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2880837 nChanged 62
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2880847 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2880858 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -2880878 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2880893.000000 Penalty: 5009.966309
	Iteration 101Q: 3 clusters Score -2880893 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2880905.250000 Penalty: 5009.966309
	Iteration 102Q: 3 clusters Score -2880905 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2880919.000000 Penalty: 5009.966309
	Iteration 103Q: 3 clusters Score -2880919 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2880928 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2880948 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2880990 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2881014 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2881037 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2881070 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2881103 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2881146 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2881209 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2881299.500000 Penalty: 5009.966309
	Iteration 113Q: 3 clusters Score -2881300 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2881410.500000 Penalty: 5009.966309
	Iteration 114Q: 3 clusters Score -2881410 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2881535.250000 Penalty: 5009.966309
	Iteration 115Q: 3 clusters Score -2881535 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2881678.250000 Penalty: 5009.966309
	Iteration 116Q: 3 clusters Score -2881678 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2881761.500000 Penalty: 5009.966309
	Iteration 117Q: 3 clusters Score -2881762 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2881834.500000 Penalty: 5009.966309
	Iteration 118Q: 3 clusters Score -2881834 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2881866.250000 Penalty: 5009.966309
	Iteration 119Q: 3 clusters Score -2881866 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2881898.250000 Penalty: 5009.966309
	Iteration 120F: 3 clusters Score -2881898 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2881925.500000 Penalty: 5009.966309
	Iteration 121Q: 3 clusters Score -2881926 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2881935.250000 Penalty: 5009.966309
	Iteration 122Q: 3 clusters Score -2881935 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2881943.500000 Penalty: 5009.966309
	Iteration 123Q: 3 clusters Score -2881944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2881975.500000 Penalty: 5009.966309
	Iteration 124Q: 3 clusters Score -2881976 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2881982.000000 Penalty: 5009.966309
	Iteration 125Q: 3 clusters Score -2881982 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2882001.500000 Penalty: 5009.966309
	Iteration 126Q: 3 clusters Score -2882002 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2882022.750000 Penalty: 5009.966309
	Iteration 127Q: 3 clusters Score -2882023 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2882042.000000 Penalty: 5009.966309
	Iteration 128Q: 3 clusters Score -2882042 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2882067.000000 Penalty: 5009.966309
	Iteration 129Q: 3 clusters Score -2882067 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2882122.000000 Penalty: 5009.966309
	Iteration 130Q: 3 clusters Score -2882122 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2882188.750000 Penalty: 5009.966309
	Iteration 131Q: 3 clusters Score -2882189 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2882293.750000 Penalty: 5009.966309
	Iteration 132Q: 3 clusters Score -2882294 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2882417.500000 Penalty: 5009.966309
	Iteration 133Q: 3 clusters Score -2882418 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2882574.500000 Penalty: 5009.966309
	Iteration 134Q: 3 clusters Score -2882574 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2882681.500000 Penalty: 5009.966309
	Iteration 135Q: 3 clusters Score -2882682 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2882798 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2882857 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2882883 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2882919.500000 Penalty: 5009.966309
	Iteration 139Q: 3 clusters Score -2882920 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2882955.250000 Penalty: 5009.966309
	Iteration 140F: 3 clusters Score -2882955 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2882991.250000 Penalty: 5009.966309
	Iteration 141Q: 3 clusters Score -2882991 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2882996.500000 Penalty: 5009.966309
	Iteration 142Q: 3 clusters Score -2882996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2883003.000000 Penalty: 5009.966309
	Iteration 143Q: 3 clusters Score -2883003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2883003.250000 Penalty: 5009.966309
	Iteration 144Q: 3 clusters Score -2883003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2883010.000000 Penalty: 5009.966309
	Iteration 145Q: 3 clusters Score -2883010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2883009.250000 Penalty: 5009.966309
	Iteration 146Q: 3 clusters Score -2883009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2883012.000000 Penalty: 5009.966309
	Iteration 147Q: 3 clusters Score -2883012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2883015.250000 Penalty: 5009.966309
	Iteration 148Q: 3 clusters Score -2883015 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2883026.250000 Penalty: 5009.966309
	Iteration 149Q: 3 clusters Score -2883026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2883027.250000 Penalty: 5009.966309
	Iteration 150Q: 3 clusters Score -2883027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2883038.250000 Penalty: 5009.966309
	Iteration 151Q: 3 clusters Score -2883038 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2883040.750000 Penalty: 5009.966309
	Iteration 152Q: 3 clusters Score -2883041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2883041.750000 Penalty: 5009.966309
	Iteration 153Q: 3 clusters Score -2883042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2883046.500000 Penalty: 5009.966309
	Iteration 154Q: 3 clusters Score -2883046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2883050.750000 Penalty: 5009.966309
	Iteration 155Q: 3 clusters Score -2883051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2883046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2883049.750000 Penalty: 5009.966309
	Iteration 157Q: 3 clusters Score -2883050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2883051.250000 Penalty: 5009.966309
	Iteration 158Q: 3 clusters Score -2883051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2883049.750000 Penalty: 5009.966309
	Iteration 159Q: 3 clusters Score -2883050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2883047.750000 Penalty: 5009.966309
	Iteration 160F: 3 clusters Score -2883048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2883046 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
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	Iteration 162F: 3 clusters Score -2883046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12478 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1487642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1478476 nChanged 5248
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Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1481208 nChanged 761
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1481548 nChanged 665
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1481900 nChanged 674
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1482361 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1483002.500000 Penalty: 4678.134277
	Iteration 5F: 3 clusters Score -1483002 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1483800.125000 Penalty: 4678.134277
	Iteration 6F: 3 clusters Score -1483800 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1484532.375000 Penalty: 4678.134277
	Iteration 7F: 3 clusters Score -1484532 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1485011.250000 Penalty: 4678.134277
	Iteration 8F: 3 clusters Score -1485011 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1485266.625000 Penalty: 4678.134277
	Iteration 9Q: 3 clusters Score -1485267 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1485404.750000 Penalty: 4678.134277
	Iteration 10Q: 3 clusters Score -1485405 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1485467 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1485512.250000 Penalty: 4678.134277
	Iteration 12Q: 3 clusters Score -1485512 nChanged 136
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Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1485546.625000 Penalty: 4678.134277
	Iteration 13Q: 3 clusters Score -1485547 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1485582.125000 Penalty: 4678.134277
	Iteration 14Q: 3 clusters Score -1485582 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1485624.750000 Penalty: 4678.134277
	Iteration 15Q: 3 clusters Score -1485625 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1485662.750000 Penalty: 4678.134277
	Iteration 16Q: 3 clusters Score -1485663 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1485693.500000 Penalty: 4678.134277
	Iteration 17Q: 3 clusters Score -1485694 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1485718.750000 Penalty: 4678.134277
	Iteration 18Q: 3 clusters Score -1485719 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1485744.500000 Penalty: 4678.134277
	Iteration 19Q: 3 clusters Score -1485744 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1485774.500000 Penalty: 4678.134277
	Iteration 20F: 3 clusters Score -1485774 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1485794.375000 Penalty: 4678.134277
	Iteration 21Q: 3 clusters Score -1485794 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1485807.500000 Penalty: 4678.134277
	Iteration 22Q: 3 clusters Score -1485808 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1485825.125000 Penalty: 4678.134277
	Iteration 23Q: 3 clusters Score -1485825 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1485846.750000 Penalty: 4678.134277
	Iteration 24Q: 3 clusters Score -1485847 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1485860.625000 Penalty: 4678.134277
	Iteration 25Q: 3 clusters Score -1485861 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1485886.000000 Penalty: 4678.134277
	Iteration 26Q: 3 clusters Score -1485886 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1485897.500000 Penalty: 4678.134277
	Iteration 27Q: 3 clusters Score -1485898 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1485912.125000 Penalty: 4678.134277
	Iteration 28Q: 3 clusters Score -1485912 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1485923.875000 Penalty: 4678.134277
	Iteration 29Q: 3 clusters Score -1485924 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1485939.250000 Penalty: 4678.134277
	Iteration 30Q: 3 clusters Score -1485939 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1485951.500000 Penalty: 4678.134277
	Iteration 31Q: 3 clusters Score -1485952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1485967.375000 Penalty: 4678.134277
	Iteration 32Q: 3 clusters Score -1485967 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1485974.750000 Penalty: 4678.134277
	Iteration 33Q: 3 clusters Score -1485975 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1485978.625000 Penalty: 4678.134277
	Iteration 34Q: 3 clusters Score -1485979 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1485987.750000 Penalty: 4678.134277
	Iteration 35Q: 3 clusters Score -1485988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1485996.000000 Penalty: 4678.134277
	Iteration 36Q: 3 clusters Score -1485996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1486003.500000 Penalty: 4678.134277
	Iteration 37Q: 3 clusters Score -1486004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1486005.000000 Penalty: 4678.134277
	Iteration 38Q: 3 clusters Score -1486005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1486008.375000 Penalty: 4678.134277
	Iteration 39Q: 3 clusters Score -1486008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1486016.000000 Penalty: 4678.134277
	Iteration 40F: 3 clusters Score -1486016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1486022.750000 Penalty: 4678.134277
	Iteration 41Q: 3 clusters Score -1486023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1486027.250000 Penalty: 4678.134277
	Iteration 42Q: 3 clusters Score -1486027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1486026.875000 Penalty: 4678.134277
	Iteration 43Q: 3 clusters Score -1486027 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1486033.750000 Penalty: 4678.134277
	Iteration 44Q: 3 clusters Score -1486034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1486035.625000 Penalty: 4678.134277
	Iteration 45Q: 3 clusters Score -1486036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1486045.750000 Penalty: 4678.134277
	Iteration 46Q: 3 clusters Score -1486046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1486059.375000 Penalty: 4678.134277
	Iteration 47Q: 3 clusters Score -1486059 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1486069.250000 Penalty: 4678.134277
	Iteration 48Q: 3 clusters Score -1486069 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1486081.125000 Penalty: 4678.134277
	Iteration 49Q: 3 clusters Score -1486081 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1486096.125000 Penalty: 4678.134277
	Iteration 50Q: 3 clusters Score -1486096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1486110.000000 Penalty: 4678.134277
	Iteration 51Q: 3 clusters Score -1486110 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1486133.250000 Penalty: 4678.134277
	Iteration 52Q: 3 clusters Score -1486133 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1486181.375000 Penalty: 4678.134277
	Iteration 53Q: 3 clusters Score -1486181 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1486245.750000 Penalty: 4678.134277
	Iteration 54Q: 3 clusters Score -1486246 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1486357.000000 Penalty: 4678.134277
	Iteration 55Q: 3 clusters Score -1486357 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1486471.625000 Penalty: 4678.134277
	Iteration 56Q: 3 clusters Score -1486472 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1486564.125000 Penalty: 4678.134277
	Iteration 57Q: 3 clusters Score -1486564 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1486638.375000 Penalty: 4678.134277
	Iteration 58Q: 3 clusters Score -1486638 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1486694.125000 Penalty: 4678.134277
	Iteration 59Q: 3 clusters Score -1486694 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1486721.875000 Penalty: 4678.134277
	Iteration 60F: 3 clusters Score -1486722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1486747.250000 Penalty: 4678.134277
	Iteration 61Q: 3 clusters Score -1486747 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1486761.875000 Penalty: 4678.134277
	Iteration 62Q: 3 clusters Score -1486762 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1486772.750000 Penalty: 4678.134277
	Iteration 63Q: 3 clusters Score -1486773 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1486790.500000 Penalty: 4678.134277
	Iteration 64Q: 3 clusters Score -1486790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1486800.750000 Penalty: 4678.134277
	Iteration 65Q: 3 clusters Score -1486801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1486801.875000 Penalty: 4678.134277
	Iteration 66Q: 3 clusters Score -1486802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1486808.500000 Penalty: 4678.134277
	Iteration 67Q: 3 clusters Score -1486808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1486813.750000 Penalty: 4678.134277
	Iteration 68Q: 3 clusters Score -1486814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1486817.625000 Penalty: 4678.134277
	Iteration 69Q: 3 clusters Score -1486818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1486815.875000 Penalty: 4678.134277
	Iteration 70Q: 3 clusters Score -1486816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1486819.375000 Penalty: 4678.134277
	Iteration 71Q: 3 clusters Score -1486819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1486828.625000 Penalty: 4678.134277
	Iteration 72Q: 3 clusters Score -1486829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1486823.500000 Penalty: 4678.134277
	Iteration 73Q: 3 clusters Score -1486824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1486825.125000 Penalty: 4678.134277
	Iteration 74Q: 3 clusters Score -1486825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1486823.000000 Penalty: 4678.134277
	Iteration 75Q: 3 clusters Score -1486823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1486823.125000 Penalty: 4678.134277
	Iteration 76Q: 3 clusters Score -1486823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1486823.000000 Penalty: 4678.134277
	Iteration 77Q: 3 clusters Score -1486823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1486824.500000 Penalty: 4678.134277
	Iteration 78Q: 3 clusters Score -1486824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1486823.000000 Penalty: 4678.134277
	Iteration 79Q: 3 clusters Score -1486823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1486824.375000 Penalty: 4678.134277
	Iteration 80F: 3 clusters Score -1486824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1486826.625000 Penalty: 4678.134277
	Iteration 81Q: 3 clusters Score -1486827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1486824.500000 Penalty: 4678.134277
	Iteration 82Q: 3 clusters Score -1486824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1486827.250000 Penalty: 4678.134277
	Iteration 83Q: 3 clusters Score -1486827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1486830.875000 Penalty: 4678.134277
	Iteration 84Q: 3 clusters Score -1486831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1486832.500000 Penalty: 4678.134277
	Iteration 85Q: 3 clusters Score -1486832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1486832.250000 Penalty: 4678.134277
	Iteration 86Q: 3 clusters Score -1486832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1486835.625000 Penalty: 4678.134277
	Iteration 87Q: 3 clusters Score -1486836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1486833.000000 Penalty: 4678.134277
	Iteration 88Q: 3 clusters Score -1486833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1486833.000000 Penalty: 4678.134277
	Iteration 89F: 3 clusters Score -1486833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (236481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236481 members 
Entering Unmasked Estep 
Score: -29033794.000000 Penalty: 3068.658447
	Iteration 0F: 2 clusters Score -2.903379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118160 members 
Mstep: Class 2 contains 118321 members 
Entering Unmasked Estep 
Score: -28876996.000000 Penalty: 6137.316895
	Iteration 0F: 3 clusters Score -2.8877e+07 nChanged 114407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116569 members 
Mstep: Class 2 contains 119912 members 
Entering Unmasked Estep 
Score: -28943916.000000 Penalty: 6137.316895
	Iteration 1F: 3 clusters Score -2.894392e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115691 members 
Mstep: Class 2 contains 120790 members 
Entering Unmasked Estep 
Score: -28944816.000000 Penalty: 6137.316895
	Iteration 2Q: 3 clusters Score -2.894482e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114412 members 
Mstep: Class 2 contains 122069 members 
Entering Unmasked Estep 
Score: -28945832.000000 Penalty: 6137.316895
	Iteration 3Q: 3 clusters Score -2.894583e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112530 members 
Mstep: Class 2 contains 123951 members 
Entering Unmasked Estep 
Score: -28946956.000000 Penalty: 6137.316895
	Iteration 4Q: 3 clusters Score -2.894696e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109576 members 
Mstep: Class 2 contains 126905 members 
Entering Unmasked Estep 
Score: -28948272.000000 Penalty: 6137.316895
	Iteration 5Q: 3 clusters Score -2.894827e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105092 members 
Mstep: Class 2 contains 131389 members 
Entering Unmasked Estep 
Score: -28950290.000000 Penalty: 6137.316895
	Iteration 6Q: 3 clusters Score -2.895029e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98352 members 
Mstep: Class 2 contains 138129 members 
Entering Unmasked Estep 
Score: -28953616.000000 Penalty: 6137.316895
	Iteration 7Q: 3 clusters Score -2.895362e+07 nChanged 10969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88367 members 
Mstep: Class 2 contains 148114 members 
Entering Unmasked Estep 
Score: -28959326.000000 Penalty: 6137.316895
	Iteration 8Q: 3 clusters Score -2.895933e+07 nChanged 14169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74632 members 
Mstep: Class 2 contains 161849 members 
Entering Unmasked Estep 
Score: -28968862.000000 Penalty: 6137.316895
	Iteration 9F: 3 clusters Score -2.896886e+07 nChanged 17469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57291 members 
Mstep: Class 2 contains 179190 members 
Entering Unmasked Estep 
Score: -28983394.000000 Penalty: 6137.316895
	Iteration 10F: 3 clusters Score -2.898339e+07 nChanged 18514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 197678 members 
Entering Unmasked Estep 
Score: -29000092.000000 Penalty: 6137.316895
	Iteration 11F: 3 clusters Score -2.900009e+07 nChanged 15771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 213441 members 
Entering Unmasked Estep 
Score: -29013986.000000 Penalty: 6137.316895
	Iteration 12F: 3 clusters Score -2.901399e+07 nChanged 10802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 224239 members 
Entering Unmasked Estep 
Score: -29022822.000000 Penalty: 6137.316895
	Iteration 13Q: 3 clusters Score -2.902282e+07 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 230337 members 
Entering Unmasked Estep 
Score: -29027172.000000 Penalty: 6137.316895
	Iteration 14Q: 3 clusters Score -2.902717e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 233410 members 
Entering Unmasked Estep 
Score: -29029438.000000 Penalty: 6137.316895
	Iteration 15Q: 3 clusters Score -2.902944e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 234845 members 
Entering Unmasked Estep 
Score: -29030270.000000 Penalty: 6137.316895
	Iteration 16Q: 3 clusters Score -2.903027e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 235467 members 
Entering Unmasked Estep 
Score: -29030634.000000 Penalty: 6137.316895
	Iteration 17Q: 3 clusters Score -2.903063e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 235738 members 
Entering Unmasked Estep 
Score: -29030866.000000 Penalty: 6137.316895
	Iteration 18Q: 3 clusters Score -2.903087e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 235867 members 
Entering Unmasked Estep 
Score: -29030982.000000 Penalty: 6137.316895
	Iteration 19Q: 3 clusters Score -2.903098e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 235933 members 
Entering Unmasked Estep 
Score: -29031016.000000 Penalty: 6137.316895
	Iteration 20F: 3 clusters Score -2.903102e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 235974 members 
Entering Unmasked Estep 
Score: -29031046.000000 Penalty: 6137.316895
	Iteration 21Q: 3 clusters Score -2.903105e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 235995 members 
Entering Unmasked Estep 
Score: -29031054.000000 Penalty: 6137.316895
	Iteration 22Q: 3 clusters Score -2.903105e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 236013 members 
Entering Unmasked Estep 
Score: -29031094.000000 Penalty: 6137.316895
	Iteration 23Q: 3 clusters Score -2.903109e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 236024 members 
Entering Unmasked Estep 
Score: -29031098.000000 Penalty: 6137.316895
	Iteration 24Q: 3 clusters Score -2.90311e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 236028 members 
Entering Unmasked Estep 
Score: -29031118.000000 Penalty: 6137.316895
	Iteration 25Q: 3 clusters Score -2.903112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 236037 members 
Entering Unmasked Estep 
Score: -29031118.000000 Penalty: 6137.316895
	Iteration 26Q: 3 clusters Score -2.903112e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 236044 members 
Entering Unmasked Estep 
Score: -29031114.000000 Penalty: 6137.316895
	Iteration 27Q: 3 clusters Score -2.903111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 236046 members 
Entering Unmasked Estep 
Score: -29031148.000000 Penalty: 6137.316895
	Iteration 28Q: 3 clusters Score -2.903115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 236048 members 
Entering Unmasked Estep 
Score: -29031156.000000 Penalty: 6137.316895
	Iteration 29Q: 3 clusters Score -2.903116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 236051 members 
Entering Unmasked Estep 
Score: -29031148.000000 Penalty: 6137.316895
	Iteration 30Q: 3 clusters Score -2.903115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 236057 members 
Entering Unmasked Estep 
Score: -29031152.000000 Penalty: 6137.316895
	Iteration 31Q: 3 clusters Score -2.903115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 236058 members 
Entering Unmasked Estep 
Score: -29031162.000000 Penalty: 6137.316895
	Iteration 32Q: 3 clusters Score -2.903116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 236059 members 
Entering Unmasked Estep 
Score: -29031156.000000 Penalty: 6137.316895
	Iteration 33Q: 3 clusters Score -2.903116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 236062 members 
Entering Unmasked Estep 
Score: -29031176.000000 Penalty: 6137.316895
	Iteration 34Q: 3 clusters Score -2.903118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 236063 members 
Entering Unmasked Estep 
Score: -29031174.000000 Penalty: 6137.316895
	Iteration 35Q: 3 clusters Score -2.903117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 236065 members 
Entering Unmasked Estep 
Score: -29031188.000000 Penalty: 6137.316895
	Iteration 36Q: 3 clusters Score -2.903119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 236066 members 
Entering Unmasked Estep 
Score: -29031188.000000 Penalty: 6137.316895
	Iteration 37Q: 3 clusters Score -2.903119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 236067 members 
Entering Unmasked Estep 
Score: -29031192.000000 Penalty: 6137.316895
	Iteration 38Q: 3 clusters Score -2.903119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 236069 members 
Entering Unmasked Estep 
Score: -29031192.000000 Penalty: 6137.316895
	Iteration 39Q: 3 clusters Score -2.903119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 236071 members 
Entering Unmasked Estep 
Score: -29031208.000000 Penalty: 6137.316895
	Iteration 40F: 3 clusters Score -2.903121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 236071 members 
Entering Unmasked Estep 
Score: -29031200.000000 Penalty: 6137.316895
	Iteration 41Q: 3 clusters Score -2.90312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 236070 members 
Entering Unmasked Estep 
Score: -29031202.000000 Penalty: 6137.316895
	Iteration 42Q: 3 clusters Score -2.90312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 236070 members 
Entering Unmasked Estep 
Score: -29031202.000000 Penalty: 6137.316895
	Iteration 43F: 3 clusters Score -2.90312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Entering Unmasked Estep 
Score: -461788.281250 Penalty: 2059.760010
	Iteration 0F: 2 clusters Score -461788.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -457863.968750 Penalty: 4119.520020
	Iteration 0F: 3 clusters Score -457864 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -458834.812500 Penalty: 4119.520020
	Iteration 1F: 3 clusters Score -458834.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -459146.156250 Penalty: 4119.520020
	Iteration 2F: 3 clusters Score -459146.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -459422.125000 Penalty: 4119.520020
	Iteration 3F: 3 clusters Score -459422.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -459627.312500 Penalty: 4119.520020
	Iteration 4F: 3 clusters Score -459627.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -459834.000000 Penalty: 4119.520020
	Iteration 5F: 3 clusters Score -459834 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -459998.625000 Penalty: 4119.520020
	Iteration 6Q: 3 clusters Score -459998.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -460131.156250 Penalty: 4119.520020
	Iteration 7Q: 3 clusters Score -460131.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -460248.375000 Penalty: 4119.520020
	Iteration 8Q: 3 clusters Score -460248.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -460329.718750 Penalty: 4119.520020
	Iteration 9Q: 3 clusters Score -460329.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -460393.093750 Penalty: 4119.520020
	Iteration 10Q: 3 clusters Score -460393.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -460435.500000 Penalty: 4119.520020
	Iteration 11Q: 3 clusters Score -460435.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -460462.875000 Penalty: 4119.520020
	Iteration 12Q: 3 clusters Score -460462.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -460494.750000 Penalty: 4119.520020
	Iteration 13Q: 3 clusters Score -460494.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -460533.500000 Penalty: 4119.520020
	Iteration 14Q: 3 clusters Score -460533.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -460576.906250 Penalty: 4119.520020
	Iteration 15Q: 3 clusters Score -460576.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -460605.718750 Penalty: 4119.520020
	Iteration 16Q: 3 clusters Score -460605.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -460625.281250 Penalty: 4119.520020
	Iteration 17Q: 3 clusters Score -460625.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -460641.718750 Penalty: 4119.520020
	Iteration 18Q: 3 clusters Score -460641.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -460660.875000 Penalty: 4119.520020
	Iteration 19Q: 3 clusters Score -460660.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -460681.375000 Penalty: 4119.520020
	Iteration 20F: 3 clusters Score -460681.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -460700.656250 Penalty: 4119.520020
	Iteration 21Q: 3 clusters Score -460700.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -460714.468750 Penalty: 4119.520020
	Iteration 22Q: 3 clusters Score -460714.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -460729.437500 Penalty: 4119.520020
	Iteration 23Q: 3 clusters Score -460729.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -460743.218750 Penalty: 4119.520020
	Iteration 24Q: 3 clusters Score -460743.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -460757.687500 Penalty: 4119.520020
	Iteration 25Q: 3 clusters Score -460757.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -460768.125000 Penalty: 4119.520020
	Iteration 26Q: 3 clusters Score -460768.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -460784.125000 Penalty: 4119.520020
	Iteration 27Q: 3 clusters Score -460784.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -460800.781250 Penalty: 4119.520020
	Iteration 28Q: 3 clusters Score -460800.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -460822.968750 Penalty: 4119.520020
	Iteration 29Q: 3 clusters Score -460823 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -460854.750000 Penalty: 4119.520020
	Iteration 30Q: 3 clusters Score -460854.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -460892.031250 Penalty: 4119.520020
	Iteration 31Q: 3 clusters Score -460892 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -460948.843750 Penalty: 4119.520020
	Iteration 32Q: 3 clusters Score -460948.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -461027.906250 Penalty: 4119.520020
	Iteration 33Q: 3 clusters Score -461027.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -461173.062500 Penalty: 4119.520020
	Iteration 34Q: 3 clusters Score -461173.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -461475.281250 Penalty: 4119.520020
	Iteration 35Q: 3 clusters Score -461475.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -461955.875000 Penalty: 4119.520020
	Iteration 36Q: 3 clusters Score -461955.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -462246.812500 Penalty: 4119.520020
	Iteration 37Q: 3 clusters Score -462246.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -462313.406250 Penalty: 4119.520020
	Iteration 38Q: 3 clusters Score -462313.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -462327.812500 Penalty: 4119.520020
	Iteration 39Q: 3 clusters Score -462327.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -462332.750000 Penalty: 4119.520020
	Iteration 40F: 3 clusters Score -462332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -462334.062500 Penalty: 4119.520020
	Iteration 41Q: 3 clusters Score -462334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -462334.062500 Penalty: 4119.520020
	Iteration 42F: 3 clusters Score -462334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 57090 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236481 members 
Mstep: Class 7 contains 1786 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159624 members 
Mstep: Class 12 contains 68087 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 196836 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32806 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 199397 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51178 members 
Mstep: Class 22 contains 64620 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44859 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Mstep: Class 35 contains 2260 members 
Entering Unmasked Estep 
Score: -148073936.000000 Penalty: 121824.687500
Splitting cluster 7 changes total score from -148075120.000000 to -148073936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Entering Unmasked Estep 
Score: -790415.625000 Penalty: 2183.323730
	Iteration 0F: 2 clusters Score -790415.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -784872.312500 Penalty: 4366.647461
	Iteration 0F: 3 clusters Score -784872.3 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -786330.500000 Penalty: 4366.647461
	Iteration 1F: 3 clusters Score -786330.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -786569.687500 Penalty: 4366.647461
	Iteration 2F: 3 clusters Score -786569.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -786747.937500 Penalty: 4366.647461
	Iteration 3F: 3 clusters Score -786747.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -786917.500000 Penalty: 4366.647461
	Iteration 4Q: 3 clusters Score -786917.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -787092.187500 Penalty: 4366.647461
	Iteration 5Q: 3 clusters Score -787092.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -787287.937500 Penalty: 4366.647461
	Iteration 6Q: 3 clusters Score -787287.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -787489.562500 Penalty: 4366.647461
	Iteration 7Q: 3 clusters Score -787489.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -787729.312500 Penalty: 4366.647461
	Iteration 8Q: 3 clusters Score -787729.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -787945.500000 Penalty: 4366.647461
	Iteration 9Q: 3 clusters Score -787945.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -788143.750000 Penalty: 4366.647461
	Iteration 10Q: 3 clusters Score -788143.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -788319.500000 Penalty: 4366.647461
	Iteration 11Q: 3 clusters Score -788319.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -788489.500000 Penalty: 4366.647461
	Iteration 12Q: 3 clusters Score -788489.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -788629.875000 Penalty: 4366.647461
	Iteration 13Q: 3 clusters Score -788629.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -788736.625000 Penalty: 4366.647461
	Iteration 14Q: 3 clusters Score -788736.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -788802.625000 Penalty: 4366.647461
	Iteration 15Q: 3 clusters Score -788802.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -788856.000000 Penalty: 4366.647461
	Iteration 16Q: 3 clusters Score -788856 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -788897.625000 Penalty: 4366.647461
	Iteration 17Q: 3 clusters Score -788897.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -788934.875000 Penalty: 4366.647461
	Iteration 18Q: 3 clusters Score -788934.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -788956.312500 Penalty: 4366.647461
	Iteration 19Q: 3 clusters Score -788956.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -788966.687500 Penalty: 4366.647461
	Iteration 20F: 3 clusters Score -788966.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -788977.500000 Penalty: 4366.647461
	Iteration 21Q: 3 clusters Score -788977.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -788984.937500 Penalty: 4366.647461
	Iteration 22Q: 3 clusters Score -788984.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -788996.437500 Penalty: 4366.647461
	Iteration 23Q: 3 clusters Score -788996.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -789002.000000 Penalty: 4366.647461
	Iteration 24Q: 3 clusters Score -789002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -789007.250000 Penalty: 4366.647461
	Iteration 25Q: 3 clusters Score -789007.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -789009.562500 Penalty: 4366.647461
	Iteration 26Q: 3 clusters Score -789009.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -789009.187500 Penalty: 4366.647461
	Iteration 27Q: 3 clusters Score -789009.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -789010.937500 Penalty: 4366.647461
	Iteration 28Q: 3 clusters Score -789010.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -789010.937500 Penalty: 4366.647461
	Iteration 29F: 3 clusters Score -789010.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -82466.289062 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -82466.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80722.132812 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -80722.13 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -81064.851562 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -81064.85 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -81229.335938 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -81229.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -81313.843750 Penalty: 3306.810547
	Iteration 3Q: 3 clusters Score -81313.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -81397.382812 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -81397.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -81505.460938 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -81505.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -81571.007812 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -81571.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -81599.843750 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -81599.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -81626.265625 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -81626.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -81634.828125 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -81634.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81650.937500 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -81650.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -81660.554688 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -81660.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81668.835938 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -81668.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -81681.710938 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -81681.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -81697.500000 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -81697.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -81703.210938 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -81703.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -81714.289062 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -81714.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -81750.390625 Penalty: 3306.810547
	Iteration 17Q: 3 clusters Score -81750.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -81784.695312 Penalty: 3306.810547
	Iteration 18Q: 3 clusters Score -81784.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81898.929688 Penalty: 3306.810547
	Iteration 19Q: 3 clusters Score -81898.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -82136.789062 Penalty: 3306.810547
	Iteration 20F: 3 clusters Score -82136.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -82200.273438 Penalty: 3306.810547
	Iteration 21Q: 3 clusters Score -82200.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -82253.398438 Penalty: 3306.810547
	Iteration 22Q: 3 clusters Score -82253.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -82286.937500 Penalty: 3306.810547
	Iteration 23Q: 3 clusters Score -82286.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -82318.390625 Penalty: 3306.810547
	Iteration 24Q: 3 clusters Score -82318.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -82333.367188 Penalty: 3306.810547
	Iteration 25Q: 3 clusters Score -82333.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -82349.593750 Penalty: 3306.810547
	Iteration 26Q: 3 clusters Score -82349.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -82381.250000 Penalty: 3306.810547
	Iteration 27Q: 3 clusters Score -82381.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -82448.648438 Penalty: 3306.810547
	Iteration 28Q: 3 clusters Score -82448.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -82500.359375 Penalty: 3306.810547
	Iteration 29Q: 3 clusters Score -82500.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -82533.656250 Penalty: 3306.810547
	Iteration 30Q: 3 clusters Score -82533.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -82552.007812 Penalty: 3306.810547
	Iteration 31Q: 3 clusters Score -82552.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -82552.007812 Penalty: 3306.810547
	Iteration 32F: 3 clusters Score -82552.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 57090 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236481 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159624 members 
Mstep: Class 12 contains 68087 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 196836 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32806 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 199397 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51178 members 
Mstep: Class 22 contains 64620 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44859 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Mstep: Class 35 contains 462 members 
Entering Unmasked Estep 
Score: -148073104.000000 Penalty: 121824.687500
Splitting cluster 9 changes total score from -148075120.000000 to -148073104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -573896.375000 Penalty: 2112.511719
	Iteration 0F: 2 clusters Score -573896.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -569363.750000 Penalty: 4225.023438
	Iteration 0F: 3 clusters Score -569363.8 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -570513.812500 Penalty: 4225.023438
	Iteration 1F: 3 clusters Score -570513.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -570875.250000 Penalty: 4225.023438
	Iteration 2F: 3 clusters Score -570875.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -571177.437500 Penalty: 4225.023438
	Iteration 3F: 3 clusters Score -571177.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -571463.812500 Penalty: 4225.023438
	Iteration 4F: 3 clusters Score -571463.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -571674.812500 Penalty: 4225.023438
	Iteration 5F: 3 clusters Score -571674.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -571813.750000 Penalty: 4225.023438
	Iteration 6Q: 3 clusters Score -571813.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -571903.750000 Penalty: 4225.023438
	Iteration 7Q: 3 clusters Score -571903.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -571982.500000 Penalty: 4225.023438
	Iteration 8Q: 3 clusters Score -571982.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -572034.375000 Penalty: 4225.023438
	Iteration 9Q: 3 clusters Score -572034.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -572068.625000 Penalty: 4225.023438
	Iteration 10Q: 3 clusters Score -572068.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -572096.000000 Penalty: 4225.023438
	Iteration 11Q: 3 clusters Score -572096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -572114.625000 Penalty: 4225.023438
	Iteration 12Q: 3 clusters Score -572114.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -572129.375000 Penalty: 4225.023438
	Iteration 13Q: 3 clusters Score -572129.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -572137.437500 Penalty: 4225.023438
	Iteration 14Q: 3 clusters Score -572137.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -572143.437500 Penalty: 4225.023438
	Iteration 15Q: 3 clusters Score -572143.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -572151.937500 Penalty: 4225.023438
	Iteration 16Q: 3 clusters Score -572151.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -572160.375000 Penalty: 4225.023438
	Iteration 17Q: 3 clusters Score -572160.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -572171.375000 Penalty: 4225.023438
	Iteration 18Q: 3 clusters Score -572171.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -572181.625000 Penalty: 4225.023438
	Iteration 19Q: 3 clusters Score -572181.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -572190.562500 Penalty: 4225.023438
	Iteration 20F: 3 clusters Score -572190.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -572197.875000 Penalty: 4225.023438
	Iteration 21Q: 3 clusters Score -572197.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -572204.250000 Penalty: 4225.023438
	Iteration 22Q: 3 clusters Score -572204.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -572208.250000 Penalty: 4225.023438
	Iteration 23Q: 3 clusters Score -572208.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -572210.500000 Penalty: 4225.023438
	Iteration 24Q: 3 clusters Score -572210.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -572213.187500 Penalty: 4225.023438
	Iteration 25Q: 3 clusters Score -572213.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -572214.625000 Penalty: 4225.023438
	Iteration 26Q: 3 clusters Score -572214.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -572217.750000 Penalty: 4225.023438
	Iteration 27Q: 3 clusters Score -572217.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -572217.000000 Penalty: 4225.023438
	Iteration 28Q: 3 clusters Score -572217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -572217.625000 Penalty: 4225.023438
	Iteration 29Q: 3 clusters Score -572217.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -572219.250000 Penalty: 4225.023438
	Iteration 30Q: 3 clusters Score -572219.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -572220.187500 Penalty: 4225.023438
	Iteration 31Q: 3 clusters Score -572220.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -572220.187500 Penalty: 4225.023438
	Iteration 32F: 3 clusters Score -572220.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159624 members 
Entering Unmasked Estep 
Score: -19468408.000000 Penalty: 2971.182861
	Iteration 0F: 2 clusters Score -1.946841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80005 members 
Mstep: Class 2 contains 79619 members 
Entering Unmasked Estep 
Score: -19362154.000000 Penalty: 5942.365723
	Iteration 0F: 3 clusters Score -1.936215e+07 nChanged 76373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82876 members 
Mstep: Class 2 contains 76748 members 
Entering Unmasked Estep 
Score: -19406240.000000 Penalty: 5942.365723
	Iteration 1F: 3 clusters Score -1.940624e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84507 members 
Mstep: Class 2 contains 75117 members 
Entering Unmasked Estep 
Score: -19407172.000000 Penalty: 5942.365723
	Iteration 2Q: 3 clusters Score -1.940717e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87070 members 
Mstep: Class 2 contains 72554 members 
Entering Unmasked Estep 
Score: -19408498.000000 Penalty: 5942.365723
	Iteration 3Q: 3 clusters Score -1.94085e+07 nChanged 5345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90947 members 
Mstep: Class 2 contains 68677 members 
Entering Unmasked Estep 
Score: -19410264.000000 Penalty: 5942.365723
	Iteration 4Q: 3 clusters Score -1.941026e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -19413124.000000 Penalty: 5942.365723
	Iteration 5Q: 3 clusters Score -1.941312e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105339 members 
Mstep: Class 2 contains 54285 members 
Entering Unmasked Estep 
Score: -19418178.000000 Penalty: 5942.365723
	Iteration 6F: 3 clusters Score -1.941818e+07 nChanged 11568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116821 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -19426790.000000 Penalty: 5942.365723
	Iteration 7F: 3 clusters Score -1.942679e+07 nChanged 13505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130306 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -19438744.000000 Penalty: 5942.365723
	Iteration 8F: 3 clusters Score -1.943874e+07 nChanged 12522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142826 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -19450734.000000 Penalty: 5942.365723
	Iteration 9F: 3 clusters Score -1.945073e+07 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151540 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -19459042.000000 Penalty: 5942.365723
	Iteration 10F: 3 clusters Score -1.945904e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155955 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -19463046.000000 Penalty: 5942.365723
	Iteration 11Q: 3 clusters Score -1.946305e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157829 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -19464620.000000 Penalty: 5942.365723
	Iteration 12Q: 3 clusters Score -1.946462e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158516 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -19465248.000000 Penalty: 5942.365723
	Iteration 13Q: 3 clusters Score -1.946525e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158809 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -19465464.000000 Penalty: 5942.365723
	Iteration 14Q: 3 clusters Score -1.946546e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158943 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -19465608.000000 Penalty: 5942.365723
	Iteration 15Q: 3 clusters Score -1.946561e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159022 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -19465642.000000 Penalty: 5942.365723
	Iteration 16Q: 3 clusters Score -1.946564e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159065 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -19465702.000000 Penalty: 5942.365723
	Iteration 17Q: 3 clusters Score -1.94657e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159097 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -19465738.000000 Penalty: 5942.365723
	Iteration 18Q: 3 clusters Score -1.946574e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159120 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -19465758.000000 Penalty: 5942.365723
	Iteration 19Q: 3 clusters Score -1.946576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159137 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -19465776.000000 Penalty: 5942.365723
	Iteration 20F: 3 clusters Score -1.946578e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159147 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -19465796.000000 Penalty: 5942.365723
	Iteration 21Q: 3 clusters Score -1.94658e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159159 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -19465816.000000 Penalty: 5942.365723
	Iteration 22Q: 3 clusters Score -1.946582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159165 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -19465826.000000 Penalty: 5942.365723
	Iteration 23Q: 3 clusters Score -1.946583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159169 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -19465844.000000 Penalty: 5942.365723
	Iteration 24Q: 3 clusters Score -1.946584e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159179 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -19465844.000000 Penalty: 5942.365723
	Iteration 25Q: 3 clusters Score -1.946584e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159184 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -19465850.000000 Penalty: 5942.365723
	Iteration 26Q: 3 clusters Score -1.946585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159192 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -19465846.000000 Penalty: 5942.365723
	Iteration 27Q: 3 clusters Score -1.946585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159197 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -19465852.000000 Penalty: 5942.365723
	Iteration 28Q: 3 clusters Score -1.946585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159202 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -19465866.000000 Penalty: 5942.365723
	Iteration 29Q: 3 clusters Score -1.946587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159204 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -19465862.000000 Penalty: 5942.365723
	Iteration 30Q: 3 clusters Score -1.946586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159207 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -19465860.000000 Penalty: 5942.365723
	Iteration 31Q: 3 clusters Score -1.946586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159211 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -19465860.000000 Penalty: 5942.365723
	Iteration 32Q: 3 clusters Score -1.946586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159214 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -19465860.000000 Penalty: 5942.365723
	Iteration 33Q: 3 clusters Score -1.946586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159216 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -19465858.000000 Penalty: 5942.365723
	Iteration 34Q: 3 clusters Score -1.946586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159216 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -19465864.000000 Penalty: 5942.365723
	Iteration 35Q: 3 clusters Score -1.946586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159217 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -19465880.000000 Penalty: 5942.365723
	Iteration 36Q: 3 clusters Score -1.946588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159219 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -19465876.000000 Penalty: 5942.365723
	Iteration 37Q: 3 clusters Score -1.946588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159220 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -19465890.000000 Penalty: 5942.365723
	Iteration 38Q: 3 clusters Score -1.946589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159223 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -19465886.000000 Penalty: 5942.365723
	Iteration 39Q: 3 clusters Score -1.946589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159224 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -19465894.000000 Penalty: 5942.365723
	Iteration 40F: 3 clusters Score -1.946589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159225 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -19465892.000000 Penalty: 5942.365723
	Iteration 41Q: 3 clusters Score -1.946589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159227 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -19465906.000000 Penalty: 5942.365723
	Iteration 42Q: 3 clusters Score -1.946591e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159227 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -19465908.000000 Penalty: 5942.365723
	Iteration 43Q: 3 clusters Score -1.946591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159229 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -19465916.000000 Penalty: 5942.365723
	Iteration 44Q: 3 clusters Score -1.946592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159230 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -19465918.000000 Penalty: 5942.365723
	Iteration 45Q: 3 clusters Score -1.946592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159231 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -19465918.000000 Penalty: 5942.365723
	Iteration 46Q: 3 clusters Score -1.946592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159231 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -19465918.000000 Penalty: 5942.365723
	Iteration 47F: 3 clusters Score -1.946592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68087 members 
Entering Unmasked Estep 
Score: -7783100.500000 Penalty: 2759.878418
	Iteration 0F: 2 clusters Score -7783100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -7737599.000000 Penalty: 5519.756836
	Iteration 0F: 3 clusters Score -7737599 nChanged 31682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -7755654.000000 Penalty: 5519.756836
	Iteration 1F: 3 clusters Score -7755654 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -7757000.000000 Penalty: 5519.756836
	Iteration 2Q: 3 clusters Score -7757000 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -7758461.500000 Penalty: 5519.756836
	Iteration 3F: 3 clusters Score -7758462 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -7760154.000000 Penalty: 5519.756836
	Iteration 4F: 3 clusters Score -7760154 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -7761894.500000 Penalty: 5519.756836
	Iteration 5F: 3 clusters Score -7761894 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -7763495.500000 Penalty: 5519.756836
	Iteration 6F: 3 clusters Score -7763496 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -7765116.000000 Penalty: 5519.756836
	Iteration 7Q: 3 clusters Score -7765116 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -7766607.000000 Penalty: 5519.756836
	Iteration 8Q: 3 clusters Score -7766607 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -7767987.500000 Penalty: 5519.756836
	Iteration 9Q: 3 clusters Score -7767988 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -7769291.500000 Penalty: 5519.756836
	Iteration 10Q: 3 clusters Score -7769292 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -7770397.000000 Penalty: 5519.756836
	Iteration 11Q: 3 clusters Score -7770397 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -7771415.500000 Penalty: 5519.756836
	Iteration 12Q: 3 clusters Score -7771416 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -7772222.000000 Penalty: 5519.756836
	Iteration 13Q: 3 clusters Score -7772222 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -7772805.500000 Penalty: 5519.756836
	Iteration 14Q: 3 clusters Score -7772806 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -7773225.000000 Penalty: 5519.756836
	Iteration 15Q: 3 clusters Score -7773225 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -7773620.000000 Penalty: 5519.756836
	Iteration 16Q: 3 clusters Score -7773620 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -7773924.000000 Penalty: 5519.756836
	Iteration 17Q: 3 clusters Score -7773924 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -7774277.500000 Penalty: 5519.756836
	Iteration 18Q: 3 clusters Score -7774278 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -7774739.500000 Penalty: 5519.756836
	Iteration 19Q: 3 clusters Score -7774740 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -7775202.500000 Penalty: 5519.756836
	Iteration 20F: 3 clusters Score -7775202 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -7775845.000000 Penalty: 5519.756836
	Iteration 21Q: 3 clusters Score -7775845 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -7776405.000000 Penalty: 5519.756836
	Iteration 22Q: 3 clusters Score -7776405 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -7776986.000000 Penalty: 5519.756836
	Iteration 23Q: 3 clusters Score -7776986 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -7777477.000000 Penalty: 5519.756836
	Iteration 24Q: 3 clusters Score -7777477 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -7777857.500000 Penalty: 5519.756836
	Iteration 25Q: 3 clusters Score -7777858 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -7778214.500000 Penalty: 5519.756836
	Iteration 26Q: 3 clusters Score -7778214 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -7778546.000000 Penalty: 5519.756836
	Iteration 27Q: 3 clusters Score -7778546 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -7778791.000000 Penalty: 5519.756836
	Iteration 28Q: 3 clusters Score -7778791 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -7778937.000000 Penalty: 5519.756836
	Iteration 29Q: 3 clusters Score -7778937 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -7779121.000000 Penalty: 5519.756836
	Iteration 30Q: 3 clusters Score -7779121 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -7779292.000000 Penalty: 5519.756836
	Iteration 31Q: 3 clusters Score -7779292 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -7779394.500000 Penalty: 5519.756836
	Iteration 32Q: 3 clusters Score -7779394 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53775 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -7779517.000000 Penalty: 5519.756836
	Iteration 33Q: 3 clusters Score -7779517 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -7779631.500000 Penalty: 5519.756836
	Iteration 34Q: 3 clusters Score -7779632 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -7779713.000000 Penalty: 5519.756836
	Iteration 35Q: 3 clusters Score -7779713 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -7779814.500000 Penalty: 5519.756836
	Iteration 36Q: 3 clusters Score -7779814 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -7779882.000000 Penalty: 5519.756836
	Iteration 37Q: 3 clusters Score -7779882 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -7779957.000000 Penalty: 5519.756836
	Iteration 38Q: 3 clusters Score -7779957 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -7780021.500000 Penalty: 5519.756836
	Iteration 39Q: 3 clusters Score -7780022 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56174 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -7780095.500000 Penalty: 5519.756836
	Iteration 40F: 3 clusters Score -7780096 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56491 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -7780133.500000 Penalty: 5519.756836
	Iteration 41Q: 3 clusters Score -7780134 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56800 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -7780204.000000 Penalty: 5519.756836
	Iteration 42Q: 3 clusters Score -7780204 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -7780259.500000 Penalty: 5519.756836
	Iteration 43Q: 3 clusters Score -7780260 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57486 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -7780371.000000 Penalty: 5519.756836
	Iteration 44Q: 3 clusters Score -7780371 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57799 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -7780447.000000 Penalty: 5519.756836
	Iteration 45Q: 3 clusters Score -7780447 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -7780541.000000 Penalty: 5519.756836
	Iteration 46Q: 3 clusters Score -7780541 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58452 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -7780650.000000 Penalty: 5519.756836
	Iteration 47Q: 3 clusters Score -7780650 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58775 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -7780737.000000 Penalty: 5519.756836
	Iteration 48Q: 3 clusters Score -7780737 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -7780824.500000 Penalty: 5519.756836
	Iteration 49Q: 3 clusters Score -7780824 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -7780920.000000 Penalty: 5519.756836
	Iteration 50Q: 3 clusters Score -7780920 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -7781005.000000 Penalty: 5519.756836
	Iteration 51Q: 3 clusters Score -7781005 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -7781107.500000 Penalty: 5519.756836
	Iteration 52Q: 3 clusters Score -7781108 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60425 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -7781231.500000 Penalty: 5519.756836
	Iteration 53Q: 3 clusters Score -7781232 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -7781394.000000 Penalty: 5519.756836
	Iteration 54Q: 3 clusters Score -7781394 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61061 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -7781666.000000 Penalty: 5519.756836
	Iteration 55Q: 3 clusters Score -7781666 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61397 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -7781826.500000 Penalty: 5519.756836
	Iteration 56Q: 3 clusters Score -7781826 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -7781995.500000 Penalty: 5519.756836
	Iteration 57Q: 3 clusters Score -7781996 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62020 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -7782092.000000 Penalty: 5519.756836
	Iteration 58Q: 3 clusters Score -7782092 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -7782181.500000 Penalty: 5519.756836
	Iteration 59Q: 3 clusters Score -7782182 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -7782241.000000 Penalty: 5519.756836
	Iteration 60F: 3 clusters Score -7782241 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62802 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -7782358.000000 Penalty: 5519.756836
	Iteration 61Q: 3 clusters Score -7782358 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -7782425.500000 Penalty: 5519.756836
	Iteration 62Q: 3 clusters Score -7782426 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -7782475.500000 Penalty: 5519.756836
	Iteration 63Q: 3 clusters Score -7782476 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63406 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -7782512.500000 Penalty: 5519.756836
	Iteration 64Q: 3 clusters Score -7782512 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -7782562.500000 Penalty: 5519.756836
	Iteration 65Q: 3 clusters Score -7782562 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63735 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -7782606.500000 Penalty: 5519.756836
	Iteration 66Q: 3 clusters Score -7782606 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -7782615.500000 Penalty: 5519.756836
	Iteration 67Q: 3 clusters Score -7782616 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63961 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -7782649.500000 Penalty: 5519.756836
	Iteration 68Q: 3 clusters Score -7782650 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -7782671.500000 Penalty: 5519.756836
	Iteration 69Q: 3 clusters Score -7782672 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64153 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -7782677.000000 Penalty: 5519.756836
	Iteration 70Q: 3 clusters Score -7782677 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -7782695.500000 Penalty: 5519.756836
	Iteration 71Q: 3 clusters Score -7782696 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64294 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -7782721.000000 Penalty: 5519.756836
	Iteration 72Q: 3 clusters Score -7782721 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64349 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -7782739.500000 Penalty: 5519.756836
	Iteration 73Q: 3 clusters Score -7782740 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64409 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -7782748.000000 Penalty: 5519.756836
	Iteration 74Q: 3 clusters Score -7782748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64461 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -7782762.500000 Penalty: 5519.756836
	Iteration 75Q: 3 clusters Score -7782762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64503 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -7782774.000000 Penalty: 5519.756836
	Iteration 76Q: 3 clusters Score -7782774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64545 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -7782775.500000 Penalty: 5519.756836
	Iteration 77Q: 3 clusters Score -7782776 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64570 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -7782767.000000 Penalty: 5519.756836
	Iteration 78Q: 3 clusters Score -7782767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64592 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -7782770.500000 Penalty: 5519.756836
	Iteration 79Q: 3 clusters Score -7782770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64608 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -7782784.500000 Penalty: 5519.756836
	Iteration 80F: 3 clusters Score -7782784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64621 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -7782779.000000 Penalty: 5519.756836
	Iteration 81Q: 3 clusters Score -7782779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64640 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -7782777.500000 Penalty: 5519.756836
	Iteration 82Q: 3 clusters Score -7782778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64661 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -7782789.000000 Penalty: 5519.756836
	Iteration 83Q: 3 clusters Score -7782789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64681 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -7782790.500000 Penalty: 5519.756836
	Iteration 84Q: 3 clusters Score -7782790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -7782774.000000 Penalty: 5519.756836
	Iteration 85Q: 3 clusters Score -7782774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -7782773.000000 Penalty: 5519.756836
	Iteration 86Q: 3 clusters Score -7782773 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -7782783.000000 Penalty: 5519.756836
	Iteration 87Q: 3 clusters Score -7782783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64769 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -7782796.000000 Penalty: 5519.756836
	Iteration 88Q: 3 clusters Score -7782796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64789 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -7782798.000000 Penalty: 5519.756836
	Iteration 89Q: 3 clusters Score -7782798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64801 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -7782795.500000 Penalty: 5519.756836
	Iteration 90Q: 3 clusters Score -7782796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -7782807.000000 Penalty: 5519.756836
	Iteration 91Q: 3 clusters Score -7782807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64816 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -7782810.500000 Penalty: 5519.756836
	Iteration 92Q: 3 clusters Score -7782810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64823 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -7782810.000000 Penalty: 5519.756836
	Iteration 93Q: 3 clusters Score -7782810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64829 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -7782805.000000 Penalty: 5519.756836
	Iteration 94Q: 3 clusters Score -7782805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64838 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -7782802.000000 Penalty: 5519.756836
	Iteration 95Q: 3 clusters Score -7782802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64850 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -7782812.000000 Penalty: 5519.756836
	Iteration 96Q: 3 clusters Score -7782812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64865 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -7782814.000000 Penalty: 5519.756836
	Iteration 97Q: 3 clusters Score -7782814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64877 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -7782818.000000 Penalty: 5519.756836
	Iteration 98Q: 3 clusters Score -7782818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64884 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -7782819.000000 Penalty: 5519.756836
	Iteration 99Q: 3 clusters Score -7782819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -7782822.000000 Penalty: 5519.756836
	Iteration 100F: 3 clusters Score -7782822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64903 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -7782815.000000 Penalty: 5519.756836
	Iteration 101Q: 3 clusters Score -7782815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64914 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -7782820.500000 Penalty: 5519.756836
	Iteration 102Q: 3 clusters Score -7782820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64926 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -7782824.500000 Penalty: 5519.756836
	Iteration 103Q: 3 clusters Score -7782824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -7782825.500000 Penalty: 5519.756836
	Iteration 104Q: 3 clusters Score -7782826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -7782831.500000 Penalty: 5519.756836
	Iteration 105Q: 3 clusters Score -7782832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -7782825.000000 Penalty: 5519.756836
	Iteration 106Q: 3 clusters Score -7782825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64959 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -7782830.500000 Penalty: 5519.756836
	Iteration 107Q: 3 clusters Score -7782830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64966 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -7782837.000000 Penalty: 5519.756836
	Iteration 108Q: 3 clusters Score -7782837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64974 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -7782840.000000 Penalty: 5519.756836
	Iteration 109Q: 3 clusters Score -7782840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64985 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -7782841.500000 Penalty: 5519.756836
	Iteration 110Q: 3 clusters Score -7782842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -7782843.500000 Penalty: 5519.756836
	Iteration 111Q: 3 clusters Score -7782844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64995 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -7782848.000000 Penalty: 5519.756836
	Iteration 112Q: 3 clusters Score -7782848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -7782846.000000 Penalty: 5519.756836
	Iteration 113Q: 3 clusters Score -7782846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65002 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -7782843.500000 Penalty: 5519.756836
	Iteration 114Q: 3 clusters Score -7782844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65006 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -7782838.000000 Penalty: 5519.756836
	Iteration 115Q: 3 clusters Score -7782838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -7782838.000000 Penalty: 5519.756836
	Iteration 116Q: 3 clusters Score -7782838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -7782838.000000 Penalty: 5519.756836
	Iteration 117F: 3 clusters Score -7782838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -32155.707031 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -32155.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30934.896484 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -30934.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -31126.572266 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -31126.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31161.253906 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -31161.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31172.818359 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -31172.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31176.251953 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -31176.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31176.251953 Penalty: 2877.850586
	Iteration 5F: 3 clusters Score -31176.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Entering Unmasked Estep 
Score: -476927.250000 Penalty: 2076.755859
	Iteration 0F: 2 clusters Score -476927.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -472872.093750 Penalty: 4153.511719
	Iteration 0F: 3 clusters Score -472872.1 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -473971.875000 Penalty: 4153.511719
	Iteration 1F: 3 clusters Score -473971.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -474491.250000 Penalty: 4153.511719
	Iteration 2F: 3 clusters Score -474491.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -475041.000000 Penalty: 4153.511719
	Iteration 3F: 3 clusters Score -475041 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -475513.875000 Penalty: 4153.511719
	Iteration 4F: 3 clusters Score -475513.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -475880.062500 Penalty: 4153.511719
	Iteration 5F: 3 clusters Score -475880.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -476084.718750 Penalty: 4153.511719
	Iteration 6F: 3 clusters Score -476084.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -476231.437500 Penalty: 4153.511719
	Iteration 7Q: 3 clusters Score -476231.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -476345.250000 Penalty: 4153.511719
	Iteration 8Q: 3 clusters Score -476345.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -476415.875000 Penalty: 4153.511719
	Iteration 9Q: 3 clusters Score -476415.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -476461.906250 Penalty: 4153.511719
	Iteration 10Q: 3 clusters Score -476461.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -476494.343750 Penalty: 4153.511719
	Iteration 11Q: 3 clusters Score -476494.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -476515.500000 Penalty: 4153.511719
	Iteration 12Q: 3 clusters Score -476515.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -476537.343750 Penalty: 4153.511719
	Iteration 13Q: 3 clusters Score -476537.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -476566.625000 Penalty: 4153.511719
	Iteration 14Q: 3 clusters Score -476566.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -476588.875000 Penalty: 4153.511719
	Iteration 15Q: 3 clusters Score -476588.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -476604.500000 Penalty: 4153.511719
	Iteration 16Q: 3 clusters Score -476604.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -476620.125000 Penalty: 4153.511719
	Iteration 17Q: 3 clusters Score -476620.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -476633.406250 Penalty: 4153.511719
	Iteration 18Q: 3 clusters Score -476633.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -476643.312500 Penalty: 4153.511719
	Iteration 19Q: 3 clusters Score -476643.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -476650.875000 Penalty: 4153.511719
	Iteration 20F: 3 clusters Score -476650.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -476660.000000 Penalty: 4153.511719
	Iteration 21Q: 3 clusters Score -476660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -476673.687500 Penalty: 4153.511719
	Iteration 22Q: 3 clusters Score -476673.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -476690.875000 Penalty: 4153.511719
	Iteration 23Q: 3 clusters Score -476690.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -476698.000000 Penalty: 4153.511719
	Iteration 24Q: 3 clusters Score -476698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -476702.500000 Penalty: 4153.511719
	Iteration 25Q: 3 clusters Score -476702.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -476702.687500 Penalty: 4153.511719
	Iteration 26Q: 3 clusters Score -476702.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -476704.468750 Penalty: 4153.511719
	Iteration 27Q: 3 clusters Score -476704.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -476704.468750 Penalty: 4153.511719
	Iteration 28F: 3 clusters Score -476704.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (196836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196836 members 
Entering Unmasked Estep 
Score: -23987336.000000 Penalty: 3023.151367
	Iteration 0F: 2 clusters Score -2.398734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98823 members 
Mstep: Class 2 contains 98013 members 
Entering Unmasked Estep 
Score: -23857552.000000 Penalty: 6046.302734
	Iteration 0F: 3 clusters Score -2.385755e+07 nChanged 94964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105615 members 
Mstep: Class 2 contains 91221 members 
Entering Unmasked Estep 
Score: -23913894.000000 Penalty: 6046.302734
	Iteration 1F: 3 clusters Score -2.391389e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109888 members 
Mstep: Class 2 contains 86948 members 
Entering Unmasked Estep 
Score: -23916298.000000 Penalty: 6046.302734
	Iteration 2Q: 3 clusters Score -2.39163e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116372 members 
Mstep: Class 2 contains 80464 members 
Entering Unmasked Estep 
Score: -23919912.000000 Penalty: 6046.302734
	Iteration 3Q: 3 clusters Score -2.391991e+07 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125592 members 
Mstep: Class 2 contains 71244 members 
Entering Unmasked Estep 
Score: -23925974.000000 Penalty: 6046.302734
	Iteration 4F: 3 clusters Score -2.392597e+07 nChanged 13120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137662 members 
Mstep: Class 2 contains 59174 members 
Entering Unmasked Estep 
Score: -23935410.000000 Penalty: 6046.302734
	Iteration 5F: 3 clusters Score -2.393541e+07 nChanged 14641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151693 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -23947500.000000 Penalty: 6046.302734
	Iteration 6F: 3 clusters Score -2.39475e+07 nChanged 14182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165573 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -23960386.000000 Penalty: 6046.302734
	Iteration 7F: 3 clusters Score -2.396039e+07 nChanged 11015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176426 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -23970746.000000 Penalty: 6046.302734
	Iteration 8F: 3 clusters Score -2.397075e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183308 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -23976588.000000 Penalty: 6046.302734
	Iteration 9Q: 3 clusters Score -2.397659e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187390 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -23979816.000000 Penalty: 6046.302734
	Iteration 10Q: 3 clusters Score -2.397982e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189991 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -23981556.000000 Penalty: 6046.302734
	Iteration 11Q: 3 clusters Score -2.398156e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191689 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -23982808.000000 Penalty: 6046.302734
	Iteration 12Q: 3 clusters Score -2.398281e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192871 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -23983452.000000 Penalty: 6046.302734
	Iteration 13Q: 3 clusters Score -2.398345e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193684 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -23983936.000000 Penalty: 6046.302734
	Iteration 14Q: 3 clusters Score -2.398394e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194274 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -23984170.000000 Penalty: 6046.302734
	Iteration 15Q: 3 clusters Score -2.398417e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194672 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -23984334.000000 Penalty: 6046.302734
	Iteration 16Q: 3 clusters Score -2.398433e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194953 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -23984414.000000 Penalty: 6046.302734
	Iteration 17Q: 3 clusters Score -2.398441e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195159 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -23984530.000000 Penalty: 6046.302734
	Iteration 18Q: 3 clusters Score -2.398453e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195320 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -23984646.000000 Penalty: 6046.302734
	Iteration 19Q: 3 clusters Score -2.398465e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195444 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -23984660.000000 Penalty: 6046.302734
	Iteration 20F: 3 clusters Score -2.398466e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195539 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -23984752.000000 Penalty: 6046.302734
	Iteration 21Q: 3 clusters Score -2.398475e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195627 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -23984794.000000 Penalty: 6046.302734
	Iteration 22Q: 3 clusters Score -2.398479e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195678 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -23984804.000000 Penalty: 6046.302734
	Iteration 23Q: 3 clusters Score -2.39848e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195725 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -23984800.000000 Penalty: 6046.302734
	Iteration 24Q: 3 clusters Score -2.39848e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195762 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -23984802.000000 Penalty: 6046.302734
	Iteration 25Q: 3 clusters Score -2.39848e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195804 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -23984832.000000 Penalty: 6046.302734
	Iteration 26Q: 3 clusters Score -2.398483e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195837 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -23984846.000000 Penalty: 6046.302734
	Iteration 27Q: 3 clusters Score -2.398485e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195862 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -23984844.000000 Penalty: 6046.302734
	Iteration 28Q: 3 clusters Score -2.398484e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195884 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -23984860.000000 Penalty: 6046.302734
	Iteration 29Q: 3 clusters Score -2.398486e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195901 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -23984876.000000 Penalty: 6046.302734
	Iteration 30Q: 3 clusters Score -2.398488e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195915 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -23984888.000000 Penalty: 6046.302734
	Iteration 31Q: 3 clusters Score -2.398489e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195933 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -23984888.000000 Penalty: 6046.302734
	Iteration 32Q: 3 clusters Score -2.398489e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195948 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -23984882.000000 Penalty: 6046.302734
	Iteration 33Q: 3 clusters Score -2.398488e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195965 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -23984884.000000 Penalty: 6046.302734
	Iteration 34Q: 3 clusters Score -2.398488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195975 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -23984880.000000 Penalty: 6046.302734
	Iteration 35Q: 3 clusters Score -2.398488e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195983 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -23984880.000000 Penalty: 6046.302734
	Iteration 36Q: 3 clusters Score -2.398488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195988 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -23984886.000000 Penalty: 6046.302734
	Iteration 37Q: 3 clusters Score -2.398489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195996 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -23984898.000000 Penalty: 6046.302734
	Iteration 38Q: 3 clusters Score -2.39849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196004 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -23984892.000000 Penalty: 6046.302734
	Iteration 39Q: 3 clusters Score -2.398489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196008 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -23984892.000000 Penalty: 6046.302734
	Iteration 40F: 3 clusters Score -2.398489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196012 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -23984892.000000 Penalty: 6046.302734
	Iteration 41Q: 3 clusters Score -2.398489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196018 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -23984908.000000 Penalty: 6046.302734
	Iteration 42Q: 3 clusters Score -2.398491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196027 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -23984910.000000 Penalty: 6046.302734
	Iteration 43Q: 3 clusters Score -2.398491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196026 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -23984910.000000 Penalty: 6046.302734
	Iteration 44Q: 3 clusters Score -2.398491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196026 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -23984910.000000 Penalty: 6046.302734
	Iteration 45F: 3 clusters Score -2.398491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Entering Unmasked Estep 
Score: -154972.296875 Penalty: 1777.807861
	Iteration 0F: 2 clusters Score -154972.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -152791.531250 Penalty: 3555.615723
	Iteration 0F: 3 clusters Score -152791.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -153094.062500 Penalty: 3555.615723
	Iteration 1F: 3 clusters Score -153094.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -153172.890625 Penalty: 3555.615723
	Iteration 2F: 3 clusters Score -153172.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -153209.140625 Penalty: 3555.615723
	Iteration 3Q: 3 clusters Score -153209.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -153234.218750 Penalty: 3555.615723
	Iteration 4Q: 3 clusters Score -153234.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -153251.093750 Penalty: 3555.615723
	Iteration 5Q: 3 clusters Score -153251.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -153269.156250 Penalty: 3555.615723
	Iteration 6Q: 3 clusters Score -153269.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -153294.968750 Penalty: 3555.615723
	Iteration 7Q: 3 clusters Score -153295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -153330.468750 Penalty: 3555.615723
	Iteration 8Q: 3 clusters Score -153330.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -153367.140625 Penalty: 3555.615723
	Iteration 9Q: 3 clusters Score -153367.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -153408.968750 Penalty: 3555.615723
	Iteration 10Q: 3 clusters Score -153409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -153434.687500 Penalty: 3555.615723
	Iteration 11Q: 3 clusters Score -153434.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -153478.828125 Penalty: 3555.615723
	Iteration 12Q: 3 clusters Score -153478.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -153551.062500 Penalty: 3555.615723
	Iteration 13Q: 3 clusters Score -153551.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -153597.187500 Penalty: 3555.615723
	Iteration 14Q: 3 clusters Score -153597.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -153634.609375 Penalty: 3555.615723
	Iteration 15Q: 3 clusters Score -153634.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -153669.343750 Penalty: 3555.615723
	Iteration 16Q: 3 clusters Score -153669.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -153701.578125 Penalty: 3555.615723
	Iteration 17Q: 3 clusters Score -153701.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -153724.546875 Penalty: 3555.615723
	Iteration 18Q: 3 clusters Score -153724.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -153749.593750 Penalty: 3555.615723
	Iteration 19Q: 3 clusters Score -153749.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -153772.500000 Penalty: 3555.615723
	Iteration 20F: 3 clusters Score -153772.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -153797.562500 Penalty: 3555.615723
	Iteration 21Q: 3 clusters Score -153797.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -153816.046875 Penalty: 3555.615723
	Iteration 22Q: 3 clusters Score -153816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -153841.828125 Penalty: 3555.615723
	Iteration 23Q: 3 clusters Score -153841.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -153897.281250 Penalty: 3555.615723
	Iteration 24Q: 3 clusters Score -153897.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -153959.734375 Penalty: 3555.615723
	Iteration 25Q: 3 clusters Score -153959.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -154021.906250 Penalty: 3555.615723
	Iteration 26Q: 3 clusters Score -154021.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -154087.234375 Penalty: 3555.615723
	Iteration 27Q: 3 clusters Score -154087.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -154163.359375 Penalty: 3555.615723
	Iteration 28Q: 3 clusters Score -154163.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -154215.578125 Penalty: 3555.615723
	Iteration 29Q: 3 clusters Score -154215.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -154257.531250 Penalty: 3555.615723
	Iteration 30Q: 3 clusters Score -154257.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -154268.375000 Penalty: 3555.615723
	Iteration 31Q: 3 clusters Score -154268.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -154275.093750 Penalty: 3555.615723
	Iteration 32Q: 3 clusters Score -154275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -154276.359375 Penalty: 3555.615723
	Iteration 33Q: 3 clusters Score -154276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -154277.640625 Penalty: 3555.615723
	Iteration 34Q: 3 clusters Score -154277.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -154307.578125 Penalty: 3555.615723
	Iteration 35F: 3 clusters Score -154307.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -154344.218750 Penalty: 3555.615723
	Iteration 36Q: 3 clusters Score -154344.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -154351.781250 Penalty: 3555.615723
	Iteration 37Q: 3 clusters Score -154351.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -154362.671875 Penalty: 3555.615723
	Iteration 38Q: 3 clusters Score -154362.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -154375.937500 Penalty: 3555.615723
	Iteration 39Q: 3 clusters Score -154375.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -154387.703125 Penalty: 3555.615723
	Iteration 40F: 3 clusters Score -154387.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -154395.203125 Penalty: 3555.615723
	Iteration 41Q: 3 clusters Score -154395.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -154403.718750 Penalty: 3555.615723
	Iteration 42Q: 3 clusters Score -154403.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -154412.546875 Penalty: 3555.615723
	Iteration 43Q: 3 clusters Score -154412.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -154423.984375 Penalty: 3555.615723
	Iteration 44Q: 3 clusters Score -154424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -154431.062500 Penalty: 3555.615723
	Iteration 45Q: 3 clusters Score -154431.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -154433.421875 Penalty: 3555.615723
	Iteration 46Q: 3 clusters Score -154433.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -154433.421875 Penalty: 3555.615723
	Iteration 47F: 3 clusters Score -154433.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Entering Unmasked Estep 
Score: -3934110.750000 Penalty: 2578.794922
	Iteration 0F: 2 clusters Score -3934111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3911618.500000 Penalty: 5157.589844
	Iteration 0F: 3 clusters Score -3911618 nChanged 15022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -3919973.250000 Penalty: 5157.589844
	Iteration 1F: 3 clusters Score -3919973 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -3920706.250000 Penalty: 5157.589844
	Iteration 2F: 3 clusters Score -3920706 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -3921582.500000 Penalty: 5157.589844
	Iteration 3F: 3 clusters Score -3921582 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -3922672.750000 Penalty: 5157.589844
	Iteration 4F: 3 clusters Score -3922673 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -3923961.000000 Penalty: 5157.589844
	Iteration 5F: 3 clusters Score -3923961 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -3925307.750000 Penalty: 5157.589844
	Iteration 6F: 3 clusters Score -3925308 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -3926583.250000 Penalty: 5157.589844
	Iteration 7F: 3 clusters Score -3926583 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -3927809.750000 Penalty: 5157.589844
	Iteration 8F: 3 clusters Score -3927810 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -3928917.250000 Penalty: 5157.589844
	Iteration 9Q: 3 clusters Score -3928917 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -3929767.000000 Penalty: 5157.589844
	Iteration 10Q: 3 clusters Score -3929767 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -3930424.500000 Penalty: 5157.589844
	Iteration 11Q: 3 clusters Score -3930424 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3930938.500000 Penalty: 5157.589844
	Iteration 12Q: 3 clusters Score -3930938 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3931219.750000 Penalty: 5157.589844
	Iteration 13Q: 3 clusters Score -3931220 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3931420.500000 Penalty: 5157.589844
	Iteration 14Q: 3 clusters Score -3931420 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3931518.250000 Penalty: 5157.589844
	Iteration 15Q: 3 clusters Score -3931518 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -3931596.750000 Penalty: 5157.589844
	Iteration 16Q: 3 clusters Score -3931597 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -3931662.500000 Penalty: 5157.589844
	Iteration 17Q: 3 clusters Score -3931662 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3931690.750000 Penalty: 5157.589844
	Iteration 18Q: 3 clusters Score -3931691 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3931741.750000 Penalty: 5157.589844
	Iteration 19Q: 3 clusters Score -3931742 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3931765.000000 Penalty: 5157.589844
	Iteration 20F: 3 clusters Score -3931765 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3931802.500000 Penalty: 5157.589844
	Iteration 21Q: 3 clusters Score -3931802 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3931833.500000 Penalty: 5157.589844
	Iteration 22Q: 3 clusters Score -3931834 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3931862.000000 Penalty: 5157.589844
	Iteration 23Q: 3 clusters Score -3931862 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3931886.000000 Penalty: 5157.589844
	Iteration 24Q: 3 clusters Score -3931886 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3931918.500000 Penalty: 5157.589844
	Iteration 25Q: 3 clusters Score -3931918 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3931955.500000 Penalty: 5157.589844
	Iteration 26Q: 3 clusters Score -3931956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3931981.250000 Penalty: 5157.589844
	Iteration 27Q: 3 clusters Score -3931981 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3931991.500000 Penalty: 5157.589844
	Iteration 28Q: 3 clusters Score -3931992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3932006.750000 Penalty: 5157.589844
	Iteration 29Q: 3 clusters Score -3932007 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3932019.250000 Penalty: 5157.589844
	Iteration 30Q: 3 clusters Score -3932019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3932033.250000 Penalty: 5157.589844
	Iteration 31Q: 3 clusters Score -3932033 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3932038.750000 Penalty: 5157.589844
	Iteration 32Q: 3 clusters Score -3932039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3932048.250000 Penalty: 5157.589844
	Iteration 33Q: 3 clusters Score -3932048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3932057.750000 Penalty: 5157.589844
	Iteration 34Q: 3 clusters Score -3932058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3932068.000000 Penalty: 5157.589844
	Iteration 35Q: 3 clusters Score -3932068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3932070.500000 Penalty: 5157.589844
	Iteration 36Q: 3 clusters Score -3932070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3932079.250000 Penalty: 5157.589844
	Iteration 37Q: 3 clusters Score -3932079 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3932095.500000 Penalty: 5157.589844
	Iteration 38Q: 3 clusters Score -3932096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3932100.000000 Penalty: 5157.589844
	Iteration 39Q: 3 clusters Score -3932100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -3932109.250000 Penalty: 5157.589844
	Iteration 40F: 3 clusters Score -3932109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3932115.750000 Penalty: 5157.589844
	Iteration 41Q: 3 clusters Score -3932116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3932122.750000 Penalty: 5157.589844
	Iteration 42Q: 3 clusters Score -3932123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3932126.750000 Penalty: 5157.589844
	Iteration 43Q: 3 clusters Score -3932127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3932129.500000 Penalty: 5157.589844
	Iteration 44Q: 3 clusters Score -3932130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3932135.500000 Penalty: 5157.589844
	Iteration 45Q: 3 clusters Score -3932136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3932138.000000 Penalty: 5157.589844
	Iteration 46Q: 3 clusters Score -3932138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3932144.000000 Penalty: 5157.589844
	Iteration 47Q: 3 clusters Score -3932144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3932151.250000 Penalty: 5157.589844
	Iteration 48Q: 3 clusters Score -3932151 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3932155.750000 Penalty: 5157.589844
	Iteration 49Q: 3 clusters Score -3932156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3932160.750000 Penalty: 5157.589844
	Iteration 50Q: 3 clusters Score -3932161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3932174.500000 Penalty: 5157.589844
	Iteration 51Q: 3 clusters Score -3932174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3932172.250000 Penalty: 5157.589844
	Iteration 52Q: 3 clusters Score -3932172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3932178.500000 Penalty: 5157.589844
	Iteration 53Q: 3 clusters Score -3932178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3932180.750000 Penalty: 5157.589844
	Iteration 54Q: 3 clusters Score -3932181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3932189.000000 Penalty: 5157.589844
	Iteration 55Q: 3 clusters Score -3932189 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3932198.000000 Penalty: 5157.589844
	Iteration 56Q: 3 clusters Score -3932198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3932196.250000 Penalty: 5157.589844
	Iteration 57Q: 3 clusters Score -3932196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3932200.250000 Penalty: 5157.589844
	Iteration 58Q: 3 clusters Score -3932200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3932200.250000 Penalty: 5157.589844
	Iteration 59Q: 3 clusters Score -3932200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3932204.500000 Penalty: 5157.589844
	Iteration 60F: 3 clusters Score -3932204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3932207.000000 Penalty: 5157.589844
	Iteration 61Q: 3 clusters Score -3932207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3932219.000000 Penalty: 5157.589844
	Iteration 62Q: 3 clusters Score -3932219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3932219.500000 Penalty: 5157.589844
	Iteration 63Q: 3 clusters Score -3932220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3932218.000000 Penalty: 5157.589844
	Iteration 64Q: 3 clusters Score -3932218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3932218.250000 Penalty: 5157.589844
	Iteration 65Q: 3 clusters Score -3932218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3932219.250000 Penalty: 5157.589844
	Iteration 66Q: 3 clusters Score -3932219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3932217.750000 Penalty: 5157.589844
	Iteration 67Q: 3 clusters Score -3932218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3932217.750000 Penalty: 5157.589844
	Iteration 68F: 3 clusters Score -3932218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Entering Unmasked Estep 
Score: -445530.375000 Penalty: 2047.123169
	Iteration 0F: 2 clusters Score -445530.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -441686.312500 Penalty: 4094.246338
	Iteration 0F: 3 clusters Score -441686.3 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -442696.937500 Penalty: 4094.246338
	Iteration 1F: 3 clusters Score -442696.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -443101.031250 Penalty: 4094.246338
	Iteration 2F: 3 clusters Score -443101 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -443479.250000 Penalty: 4094.246338
	Iteration 3F: 3 clusters Score -443479.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -443788.781250 Penalty: 4094.246338
	Iteration 4F: 3 clusters Score -443788.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -444125.500000 Penalty: 4094.246338
	Iteration 5F: 3 clusters Score -444125.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -444407.687500 Penalty: 4094.246338
	Iteration 6F: 3 clusters Score -444407.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -444609.531250 Penalty: 4094.246338
	Iteration 7F: 3 clusters Score -444609.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -444736.906250 Penalty: 4094.246338
	Iteration 8Q: 3 clusters Score -444736.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -444804.375000 Penalty: 4094.246338
	Iteration 9Q: 3 clusters Score -444804.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -444850.781250 Penalty: 4094.246338
	Iteration 10Q: 3 clusters Score -444850.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -444882.187500 Penalty: 4094.246338
	Iteration 11Q: 3 clusters Score -444882.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -444901.875000 Penalty: 4094.246338
	Iteration 12Q: 3 clusters Score -444901.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -444917.093750 Penalty: 4094.246338
	Iteration 13Q: 3 clusters Score -444917.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -444928.375000 Penalty: 4094.246338
	Iteration 14Q: 3 clusters Score -444928.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -444933.625000 Penalty: 4094.246338
	Iteration 15Q: 3 clusters Score -444933.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -444939.156250 Penalty: 4094.246338
	Iteration 16Q: 3 clusters Score -444939.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -444945.531250 Penalty: 4094.246338
	Iteration 17Q: 3 clusters Score -444945.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -444951.843750 Penalty: 4094.246338
	Iteration 18Q: 3 clusters Score -444951.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -444956.656250 Penalty: 4094.246338
	Iteration 19Q: 3 clusters Score -444956.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -444956.437500 Penalty: 4094.246338
	Iteration 20F: 3 clusters Score -444956.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (199397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199397 members 
Entering Unmasked Estep 
Score: -24536008.000000 Penalty: 3026.357178
	Iteration 0F: 2 clusters Score -2.453601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99849 members 
Mstep: Class 2 contains 99548 members 
Entering Unmasked Estep 
Score: -24404242.000000 Penalty: 6052.714355
	Iteration 0F: 3 clusters Score -2.440424e+07 nChanged 96079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102698 members 
Mstep: Class 2 contains 96699 members 
Entering Unmasked Estep 
Score: -24460520.000000 Penalty: 6052.714355
	Iteration 1F: 3 clusters Score -2.446052e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105067 members 
Mstep: Class 2 contains 94330 members 
Entering Unmasked Estep 
Score: -24462524.000000 Penalty: 6052.714355
	Iteration 2Q: 3 clusters Score -2.446252e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108969 members 
Mstep: Class 2 contains 90428 members 
Entering Unmasked Estep 
Score: -24465584.000000 Penalty: 6052.714355
	Iteration 3Q: 3 clusters Score -2.446558e+07 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115122 members 
Mstep: Class 2 contains 84275 members 
Entering Unmasked Estep 
Score: -24470610.000000 Penalty: 6052.714355
	Iteration 4F: 3 clusters Score -2.447061e+07 nChanged 13089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123963 members 
Mstep: Class 2 contains 75434 members 
Entering Unmasked Estep 
Score: -24479016.000000 Penalty: 6052.714355
	Iteration 5F: 3 clusters Score -2.447902e+07 nChanged 15108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135129 members 
Mstep: Class 2 contains 64268 members 
Entering Unmasked Estep 
Score: -24490662.000000 Penalty: 6052.714355
	Iteration 6F: 3 clusters Score -2.449066e+07 nChanged 15023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146472 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -24504138.000000 Penalty: 6052.714355
	Iteration 7F: 3 clusters Score -2.450414e+07 nChanged 12164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155282 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -24515042.000000 Penalty: 6052.714355
	Iteration 8F: 3 clusters Score -2.451504e+07 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160903 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -24521070.000000 Penalty: 6052.714355
	Iteration 9Q: 3 clusters Score -2.452107e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164889 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -24524146.000000 Penalty: 6052.714355
	Iteration 10Q: 3 clusters Score -2.452415e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168264 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -24526012.000000 Penalty: 6052.714355
	Iteration 11Q: 3 clusters Score -2.452601e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171183 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -24527516.000000 Penalty: 6052.714355
	Iteration 12Q: 3 clusters Score -2.452752e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173817 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -24528664.000000 Penalty: 6052.714355
	Iteration 13Q: 3 clusters Score -2.452866e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176246 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -24529580.000000 Penalty: 6052.714355
	Iteration 14Q: 3 clusters Score -2.452958e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178429 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -24530338.000000 Penalty: 6052.714355
	Iteration 15Q: 3 clusters Score -2.453034e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180390 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -24531120.000000 Penalty: 6052.714355
	Iteration 16Q: 3 clusters Score -2.453112e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182176 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -24531724.000000 Penalty: 6052.714355
	Iteration 17Q: 3 clusters Score -2.453172e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183800 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -24532260.000000 Penalty: 6052.714355
	Iteration 18Q: 3 clusters Score -2.453226e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185269 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -24532782.000000 Penalty: 6052.714355
	Iteration 19Q: 3 clusters Score -2.453278e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186603 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -24533040.000000 Penalty: 6052.714355
	Iteration 20F: 3 clusters Score -2.453304e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187780 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -24533418.000000 Penalty: 6052.714355
	Iteration 21Q: 3 clusters Score -2.453342e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188875 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -24533612.000000 Penalty: 6052.714355
	Iteration 22Q: 3 clusters Score -2.453361e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189839 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -24533860.000000 Penalty: 6052.714355
	Iteration 23Q: 3 clusters Score -2.453386e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190693 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -24534086.000000 Penalty: 6052.714355
	Iteration 24Q: 3 clusters Score -2.453409e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191430 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -24534212.000000 Penalty: 6052.714355
	Iteration 25Q: 3 clusters Score -2.453421e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192061 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -24534262.000000 Penalty: 6052.714355
	Iteration 26Q: 3 clusters Score -2.453426e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192579 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -24534464.000000 Penalty: 6052.714355
	Iteration 27Q: 3 clusters Score -2.453446e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193037 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -24534568.000000 Penalty: 6052.714355
	Iteration 28Q: 3 clusters Score -2.453457e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193423 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -24534626.000000 Penalty: 6052.714355
	Iteration 29Q: 3 clusters Score -2.453463e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193743 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -24534636.000000 Penalty: 6052.714355
	Iteration 30Q: 3 clusters Score -2.453464e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194026 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -24534656.000000 Penalty: 6052.714355
	Iteration 31Q: 3 clusters Score -2.453466e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194273 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -24534690.000000 Penalty: 6052.714355
	Iteration 32Q: 3 clusters Score -2.453469e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194481 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -24534676.000000 Penalty: 6052.714355
	Iteration 33Q: 3 clusters Score -2.453468e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194673 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -24534706.000000 Penalty: 6052.714355
	Iteration 34Q: 3 clusters Score -2.453471e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194842 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -24534696.000000 Penalty: 6052.714355
	Iteration 35Q: 3 clusters Score -2.45347e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194972 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -24534676.000000 Penalty: 6052.714355
	Iteration 36Q: 3 clusters Score -2.453468e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195088 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -24534676.000000 Penalty: 6052.714355
	Iteration 37Q: 3 clusters Score -2.453468e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195205 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -24534678.000000 Penalty: 6052.714355
	Iteration 38Q: 3 clusters Score -2.453468e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195310 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -24534688.000000 Penalty: 6052.714355
	Iteration 39Q: 3 clusters Score -2.453469e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195412 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -24534670.000000 Penalty: 6052.714355
	Iteration 40F: 3 clusters Score -2.453467e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195520 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -24534700.000000 Penalty: 6052.714355
	Iteration 41Q: 3 clusters Score -2.45347e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195620 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -24534750.000000 Penalty: 6052.714355
	Iteration 42Q: 3 clusters Score -2.453475e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195712 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -24534714.000000 Penalty: 6052.714355
	Iteration 43Q: 3 clusters Score -2.453471e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195805 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -24534746.000000 Penalty: 6052.714355
	Iteration 44Q: 3 clusters Score -2.453475e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195885 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -24534762.000000 Penalty: 6052.714355
	Iteration 45Q: 3 clusters Score -2.453476e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195946 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -24534748.000000 Penalty: 6052.714355
	Iteration 46Q: 3 clusters Score -2.453475e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195994 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -24534742.000000 Penalty: 6052.714355
	Iteration 47Q: 3 clusters Score -2.453474e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196038 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -24534718.000000 Penalty: 6052.714355
	Iteration 48Q: 3 clusters Score -2.453472e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196074 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -24534706.000000 Penalty: 6052.714355
	Iteration 49Q: 3 clusters Score -2.453471e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196105 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -24534692.000000 Penalty: 6052.714355
	Iteration 50Q: 3 clusters Score -2.453469e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196123 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -24534718.000000 Penalty: 6052.714355
	Iteration 51Q: 3 clusters Score -2.453472e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196146 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -24534738.000000 Penalty: 6052.714355
	Iteration 52Q: 3 clusters Score -2.453474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196166 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -24534756.000000 Penalty: 6052.714355
	Iteration 53Q: 3 clusters Score -2.453476e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196180 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -24534742.000000 Penalty: 6052.714355
	Iteration 54Q: 3 clusters Score -2.453474e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196195 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -24534724.000000 Penalty: 6052.714355
	Iteration 55Q: 3 clusters Score -2.453472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196207 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -24534714.000000 Penalty: 6052.714355
	Iteration 56Q: 3 clusters Score -2.453471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196216 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -24534710.000000 Penalty: 6052.714355
	Iteration 57Q: 3 clusters Score -2.453471e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196220 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -24534708.000000 Penalty: 6052.714355
	Iteration 58Q: 3 clusters Score -2.453471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196227 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -24534698.000000 Penalty: 6052.714355
	Iteration 59Q: 3 clusters Score -2.45347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196234 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -24534724.000000 Penalty: 6052.714355
	Iteration 60F: 3 clusters Score -2.453472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196239 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -24534700.000000 Penalty: 6052.714355
	Iteration 61Q: 3 clusters Score -2.45347e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196246 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -24534718.000000 Penalty: 6052.714355
	Iteration 62Q: 3 clusters Score -2.453472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196252 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -24534718.000000 Penalty: 6052.714355
	Iteration 63Q: 3 clusters Score -2.453472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196258 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -24534732.000000 Penalty: 6052.714355
	Iteration 64Q: 3 clusters Score -2.453473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196266 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -24534722.000000 Penalty: 6052.714355
	Iteration 65Q: 3 clusters Score -2.453472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196271 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -24534722.000000 Penalty: 6052.714355
	Iteration 66Q: 3 clusters Score -2.453472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196270 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -24534722.000000 Penalty: 6052.714355
	Iteration 67Q: 3 clusters Score -2.453472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196271 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -24534734.000000 Penalty: 6052.714355
	Iteration 68Q: 3 clusters Score -2.453473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196275 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -24534732.000000 Penalty: 6052.714355
	Iteration 69Q: 3 clusters Score -2.453473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196278 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -24534726.000000 Penalty: 6052.714355
	Iteration 70Q: 3 clusters Score -2.453473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196279 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -24534714.000000 Penalty: 6052.714355
	Iteration 71Q: 3 clusters Score -2.453471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196285 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -24534728.000000 Penalty: 6052.714355
	Iteration 72Q: 3 clusters Score -2.453473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196291 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -24534698.000000 Penalty: 6052.714355
	Iteration 73Q: 3 clusters Score -2.45347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196298 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -24534702.000000 Penalty: 6052.714355
	Iteration 74Q: 3 clusters Score -2.45347e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196306 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -24534690.000000 Penalty: 6052.714355
	Iteration 75Q: 3 clusters Score -2.453469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196311 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -24534700.000000 Penalty: 6052.714355
	Iteration 76Q: 3 clusters Score -2.45347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196313 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -24534688.000000 Penalty: 6052.714355
	Iteration 77Q: 3 clusters Score -2.453469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196313 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -24534688.000000 Penalty: 6052.714355
	Iteration 78F: 3 clusters Score -2.453469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Entering Unmasked Estep 
Score: -987118.937500 Penalty: 2240.629395
	Iteration 0F: 2 clusters Score -987118.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -980381.062500 Penalty: 4481.258789
	Iteration 0F: 3 clusters Score -980381.1 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -982375.500000 Penalty: 4481.258789
	Iteration 1F: 3 clusters Score -982375.5 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -982719.812500 Penalty: 4481.258789
	Iteration 2F: 3 clusters Score -982719.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -983006.750000 Penalty: 4481.258789
	Iteration 3F: 3 clusters Score -983006.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -983267.562500 Penalty: 4481.258789
	Iteration 4F: 3 clusters Score -983267.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -983484.500000 Penalty: 4481.258789
	Iteration 5Q: 3 clusters Score -983484.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -983658.437500 Penalty: 4481.258789
	Iteration 6Q: 3 clusters Score -983658.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -983799.375000 Penalty: 4481.258789
	Iteration 7Q: 3 clusters Score -983799.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -983935.687500 Penalty: 4481.258789
	Iteration 8Q: 3 clusters Score -983935.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -984066.000000 Penalty: 4481.258789
	Iteration 9Q: 3 clusters Score -984066 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -984175.000000 Penalty: 4481.258789
	Iteration 10Q: 3 clusters Score -984175 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -984303.375000 Penalty: 4481.258789
	Iteration 11Q: 3 clusters Score -984303.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -984423.250000 Penalty: 4481.258789
	Iteration 12Q: 3 clusters Score -984423.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -984512.375000 Penalty: 4481.258789
	Iteration 13Q: 3 clusters Score -984512.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -984590.875000 Penalty: 4481.258789
	Iteration 14Q: 3 clusters Score -984590.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -984669.375000 Penalty: 4481.258789
	Iteration 15Q: 3 clusters Score -984669.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -984753.062500 Penalty: 4481.258789
	Iteration 16Q: 3 clusters Score -984753.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -984835.250000 Penalty: 4481.258789
	Iteration 17Q: 3 clusters Score -984835.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -984931.812500 Penalty: 4481.258789
	Iteration 18Q: 3 clusters Score -984931.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -985040.125000 Penalty: 4481.258789
	Iteration 19Q: 3 clusters Score -985040.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -985168.875000 Penalty: 4481.258789
	Iteration 20F: 3 clusters Score -985168.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -985337.187500 Penalty: 4481.258789
	Iteration 21Q: 3 clusters Score -985337.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -985555.375000 Penalty: 4481.258789
	Iteration 22Q: 3 clusters Score -985555.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -985804.062500 Penalty: 4481.258789
	Iteration 23Q: 3 clusters Score -985804.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -985960.125000 Penalty: 4481.258789
	Iteration 24Q: 3 clusters Score -985960.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -986044.500000 Penalty: 4481.258789
	Iteration 25Q: 3 clusters Score -986044.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -986102.562500 Penalty: 4481.258789
	Iteration 26Q: 3 clusters Score -986102.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -986136.562500 Penalty: 4481.258789
	Iteration 27Q: 3 clusters Score -986136.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -986163.375000 Penalty: 4481.258789
	Iteration 28Q: 3 clusters Score -986163.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -986188.187500 Penalty: 4481.258789
	Iteration 29Q: 3 clusters Score -986188.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -986210.312500 Penalty: 4481.258789
	Iteration 30Q: 3 clusters Score -986210.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -986228.125000 Penalty: 4481.258789
	Iteration 31Q: 3 clusters Score -986228.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -986257.312500 Penalty: 4481.258789
	Iteration 32Q: 3 clusters Score -986257.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -986283.125000 Penalty: 4481.258789
	Iteration 33Q: 3 clusters Score -986283.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -986310.437500 Penalty: 4481.258789
	Iteration 34Q: 3 clusters Score -986310.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -986328.312500 Penalty: 4481.258789
	Iteration 35Q: 3 clusters Score -986328.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -986346.437500 Penalty: 4481.258789
	Iteration 36Q: 3 clusters Score -986346.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -986363.562500 Penalty: 4481.258789
	Iteration 37Q: 3 clusters Score -986363.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -986372.812500 Penalty: 4481.258789
	Iteration 38Q: 3 clusters Score -986372.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -986384.437500 Penalty: 4481.258789
	Iteration 39Q: 3 clusters Score -986384.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -986388.000000 Penalty: 4481.258789
	Iteration 40F: 3 clusters Score -986388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -986390.625000 Penalty: 4481.258789
	Iteration 41Q: 3 clusters Score -986390.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -986394.312500 Penalty: 4481.258789
	Iteration 42Q: 3 clusters Score -986394.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -986393.125000 Penalty: 4481.258789
	Iteration 43Q: 3 clusters Score -986393.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -986394.125000 Penalty: 4481.258789
	Iteration 44Q: 3 clusters Score -986394.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -986393.375000 Penalty: 4481.258789
	Iteration 45Q: 3 clusters Score -986393.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -986392.000000 Penalty: 4481.258789
	Iteration 46Q: 3 clusters Score -986392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -986394.187500 Penalty: 4481.258789
	Iteration 47Q: 3 clusters Score -986394.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -986396.000000 Penalty: 4481.258789
	Iteration 48Q: 3 clusters Score -986396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -986395.750000 Penalty: 4481.258789
	Iteration 49Q: 3 clusters Score -986395.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -986397.125000 Penalty: 4481.258789
	Iteration 50Q: 3 clusters Score -986397.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -986398.312500 Penalty: 4481.258789
	Iteration 51Q: 3 clusters Score -986398.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -986399.750000 Penalty: 4481.258789
	Iteration 52Q: 3 clusters Score -986399.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -986405.562500 Penalty: 4481.258789
	Iteration 53Q: 3 clusters Score -986405.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -986404.750000 Penalty: 4481.258789
	Iteration 54Q: 3 clusters Score -986404.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -986407.312500 Penalty: 4481.258789
	Iteration 55Q: 3 clusters Score -986407.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -986407.500000 Penalty: 4481.258789
	Iteration 56Q: 3 clusters Score -986407.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -986410.937500 Penalty: 4481.258789
	Iteration 57Q: 3 clusters Score -986410.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -986412.750000 Penalty: 4481.258789
	Iteration 58Q: 3 clusters Score -986412.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -986412.625000 Penalty: 4481.258789
	Iteration 59Q: 3 clusters Score -986412.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -986414.312500 Penalty: 4481.258789
	Iteration 60F: 3 clusters Score -986414.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -986414.562500 Penalty: 4481.258789
	Iteration 61Q: 3 clusters Score -986414.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -986415.062500 Penalty: 4481.258789
	Iteration 62Q: 3 clusters Score -986415.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -986415.062500 Penalty: 4481.258789
	Iteration 63F: 3 clusters Score -986415.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Entering Unmasked Estep 
Score: -6130785.500000 Penalty: 2689.080078
	Iteration 0F: 2 clusters Score -6130786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -6096289.500000 Penalty: 5378.160156
	Iteration 0F: 3 clusters Score -6096290 nChanged 23664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -6109247.500000 Penalty: 5378.160156
	Iteration 1F: 3 clusters Score -6109248 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -6109796.000000 Penalty: 5378.160156
	Iteration 2Q: 3 clusters Score -6109796 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -6110376.000000 Penalty: 5378.160156
	Iteration 3Q: 3 clusters Score -6110376 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -6111171.500000 Penalty: 5378.160156
	Iteration 4Q: 3 clusters Score -6111172 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -6112512.000000 Penalty: 5378.160156
	Iteration 5F: 3 clusters Score -6112512 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -6114888.000000 Penalty: 5378.160156
	Iteration 6F: 3 clusters Score -6114888 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -6118356.500000 Penalty: 5378.160156
	Iteration 7F: 3 clusters Score -6118356 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -6121801.500000 Penalty: 5378.160156
	Iteration 8F: 3 clusters Score -6121802 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -6124067.000000 Penalty: 5378.160156
	Iteration 9F: 3 clusters Score -6124067 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -6125297.500000 Penalty: 5378.160156
	Iteration 10Q: 3 clusters Score -6125298 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -6126089.000000 Penalty: 5378.160156
	Iteration 11Q: 3 clusters Score -6126089 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -6126752.500000 Penalty: 5378.160156
	Iteration 12Q: 3 clusters Score -6126752 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -6127618.500000 Penalty: 5378.160156
	Iteration 13Q: 3 clusters Score -6127618 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -6128561.500000 Penalty: 5378.160156
	Iteration 14Q: 3 clusters Score -6128562 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6128906.000000 Penalty: 5378.160156
	Iteration 15Q: 3 clusters Score -6128906 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6129044.500000 Penalty: 5378.160156
	Iteration 16Q: 3 clusters Score -6129044 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -6129105.500000 Penalty: 5378.160156
	Iteration 17Q: 3 clusters Score -6129106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6129135.000000 Penalty: 5378.160156
	Iteration 18Q: 3 clusters Score -6129135 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -6129144.500000 Penalty: 5378.160156
	Iteration 19Q: 3 clusters Score -6129144 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -6129165.000000 Penalty: 5378.160156
	Iteration 20F: 3 clusters Score -6129165 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -6129162.000000 Penalty: 5378.160156
	Iteration 21Q: 3 clusters Score -6129162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6129167.500000 Penalty: 5378.160156
	Iteration 22Q: 3 clusters Score -6129168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6129164.000000 Penalty: 5378.160156
	Iteration 23Q: 3 clusters Score -6129164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6129160.500000 Penalty: 5378.160156
	Iteration 24Q: 3 clusters Score -6129160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -6129166.500000 Penalty: 5378.160156
	Iteration 25Q: 3 clusters Score -6129166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -6129161.000000 Penalty: 5378.160156
	Iteration 26Q: 3 clusters Score -6129161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -6129166.000000 Penalty: 5378.160156
	Iteration 27Q: 3 clusters Score -6129166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -6129167.500000 Penalty: 5378.160156
	Iteration 28Q: 3 clusters Score -6129168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -6129167.500000 Penalty: 5378.160156
	Iteration 29F: 3 clusters Score -6129168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Entering Unmasked Estep 
Score: -7912124.000000 Penalty: 2746.917236
	Iteration 0F: 2 clusters Score -7912124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -7868850.000000 Penalty: 5493.834473
	Iteration 0F: 3 clusters Score -7868850 nChanged 30153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -7885850.500000 Penalty: 5493.834473
	Iteration 1F: 3 clusters Score -7885850 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -7886944.500000 Penalty: 5493.834473
	Iteration 2Q: 3 clusters Score -7886944 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -7888845.000000 Penalty: 5493.834473
	Iteration 3F: 3 clusters Score -7888845 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -7892228.000000 Penalty: 5493.834473
	Iteration 4F: 3 clusters Score -7892228 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -7897123.500000 Penalty: 5493.834473
	Iteration 5F: 3 clusters Score -7897124 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -7901236.000000 Penalty: 5493.834473
	Iteration 6F: 3 clusters Score -7901236 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -7903553.500000 Penalty: 5493.834473
	Iteration 7F: 3 clusters Score -7903554 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -7904558.500000 Penalty: 5493.834473
	Iteration 8Q: 3 clusters Score -7904558 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -7905101.000000 Penalty: 5493.834473
	Iteration 9Q: 3 clusters Score -7905101 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -7905438.000000 Penalty: 5493.834473
	Iteration 10Q: 3 clusters Score -7905438 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -7905748.500000 Penalty: 5493.834473
	Iteration 11Q: 3 clusters Score -7905748 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -7906075.000000 Penalty: 5493.834473
	Iteration 12Q: 3 clusters Score -7906075 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -7906424.500000 Penalty: 5493.834473
	Iteration 13Q: 3 clusters Score -7906424 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -7906814.500000 Penalty: 5493.834473
	Iteration 14Q: 3 clusters Score -7906814 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -7907132.000000 Penalty: 5493.834473
	Iteration 15Q: 3 clusters Score -7907132 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -7907404.000000 Penalty: 5493.834473
	Iteration 16Q: 3 clusters Score -7907404 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -7907638.000000 Penalty: 5493.834473
	Iteration 17Q: 3 clusters Score -7907638 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -7907827.000000 Penalty: 5493.834473
	Iteration 18Q: 3 clusters Score -7907827 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -7908005.000000 Penalty: 5493.834473
	Iteration 19Q: 3 clusters Score -7908005 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -7908201.500000 Penalty: 5493.834473
	Iteration 20F: 3 clusters Score -7908202 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -7908364.000000 Penalty: 5493.834473
	Iteration 21Q: 3 clusters Score -7908364 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -7908544.000000 Penalty: 5493.834473
	Iteration 22Q: 3 clusters Score -7908544 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 48412 members 
Entering Unmasked Estep 
Score: -7908745.000000 Penalty: 5493.834473
	Iteration 23Q: 3 clusters Score -7908745 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -7908915.500000 Penalty: 5493.834473
	Iteration 24Q: 3 clusters Score -7908916 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -7909128.500000 Penalty: 5493.834473
	Iteration 25Q: 3 clusters Score -7909128 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -7909333.500000 Penalty: 5493.834473
	Iteration 26Q: 3 clusters Score -7909334 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -7909528.500000 Penalty: 5493.834473
	Iteration 27Q: 3 clusters Score -7909528 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -7909737.000000 Penalty: 5493.834473
	Iteration 28Q: 3 clusters Score -7909737 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -7909950.000000 Penalty: 5493.834473
	Iteration 29Q: 3 clusters Score -7909950 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -7910100.500000 Penalty: 5493.834473
	Iteration 30Q: 3 clusters Score -7910100 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -7910362.500000 Penalty: 5493.834473
	Iteration 31Q: 3 clusters Score -7910362 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 55901 members 
Entering Unmasked Estep 
Score: -7910547.000000 Penalty: 5493.834473
	Iteration 32Q: 3 clusters Score -7910547 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 56567 members 
Entering Unmasked Estep 
Score: -7910698.000000 Penalty: 5493.834473
	Iteration 33Q: 3 clusters Score -7910698 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -7910822.000000 Penalty: 5493.834473
	Iteration 34Q: 3 clusters Score -7910822 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -7910956.500000 Penalty: 5493.834473
	Iteration 35Q: 3 clusters Score -7910956 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 58139 members 
Entering Unmasked Estep 
Score: -7911052.500000 Penalty: 5493.834473
	Iteration 36Q: 3 clusters Score -7911052 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 58516 members 
Entering Unmasked Estep 
Score: -7911103.000000 Penalty: 5493.834473
	Iteration 37Q: 3 clusters Score -7911103 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 58830 members 
Entering Unmasked Estep 
Score: -7911155.000000 Penalty: 5493.834473
	Iteration 38Q: 3 clusters Score -7911155 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 59115 members 
Entering Unmasked Estep 
Score: -7911224.500000 Penalty: 5493.834473
	Iteration 39Q: 3 clusters Score -7911224 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 59348 members 
Entering Unmasked Estep 
Score: -7911253.000000 Penalty: 5493.834473
	Iteration 40F: 3 clusters Score -7911253 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -7911298.500000 Penalty: 5493.834473
	Iteration 41Q: 3 clusters Score -7911298 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -7911299.000000 Penalty: 5493.834473
	Iteration 42Q: 3 clusters Score -7911299 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 59897 members 
Entering Unmasked Estep 
Score: -7911320.500000 Penalty: 5493.834473
	Iteration 43Q: 3 clusters Score -7911320 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 60031 members 
Entering Unmasked Estep 
Score: -7911350.500000 Penalty: 5493.834473
	Iteration 44Q: 3 clusters Score -7911350 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -7911375.500000 Penalty: 5493.834473
	Iteration 45Q: 3 clusters Score -7911376 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 60218 members 
Entering Unmasked Estep 
Score: -7911376.500000 Penalty: 5493.834473
	Iteration 46Q: 3 clusters Score -7911376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 60286 members 
Entering Unmasked Estep 
Score: -7911373.000000 Penalty: 5493.834473
	Iteration 47Q: 3 clusters Score -7911373 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -7911373.500000 Penalty: 5493.834473
	Iteration 48Q: 3 clusters Score -7911374 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 60388 members 
Entering Unmasked Estep 
Score: -7911386.500000 Penalty: 5493.834473
	Iteration 49Q: 3 clusters Score -7911386 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -7911386.500000 Penalty: 5493.834473
	Iteration 50Q: 3 clusters Score -7911386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -7911390.500000 Penalty: 5493.834473
	Iteration 51Q: 3 clusters Score -7911390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -7911386.500000 Penalty: 5493.834473
	Iteration 52Q: 3 clusters Score -7911386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -7911392.500000 Penalty: 5493.834473
	Iteration 53Q: 3 clusters Score -7911392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 60565 members 
Entering Unmasked Estep 
Score: -7911380.500000 Penalty: 5493.834473
	Iteration 54Q: 3 clusters Score -7911380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -7911377.500000 Penalty: 5493.834473
	Iteration 55Q: 3 clusters Score -7911378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -7911395.000000 Penalty: 5493.834473
	Iteration 56Q: 3 clusters Score -7911395 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -7911407.500000 Penalty: 5493.834473
	Iteration 57Q: 3 clusters Score -7911408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 60698 members 
Entering Unmasked Estep 
Score: -7911396.500000 Penalty: 5493.834473
	Iteration 58Q: 3 clusters Score -7911396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -7911411.500000 Penalty: 5493.834473
	Iteration 59Q: 3 clusters Score -7911412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -7911402.500000 Penalty: 5493.834473
	Iteration 60F: 3 clusters Score -7911402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -7911412.500000 Penalty: 5493.834473
	Iteration 61Q: 3 clusters Score -7911412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -7911413.000000 Penalty: 5493.834473
	Iteration 62Q: 3 clusters Score -7911413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 60782 members 
Entering Unmasked Estep 
Score: -7911423.000000 Penalty: 5493.834473
	Iteration 63Q: 3 clusters Score -7911423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 60789 members 
Entering Unmasked Estep 
Score: -7911418.500000 Penalty: 5493.834473
	Iteration 64Q: 3 clusters Score -7911418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -7911418.500000 Penalty: 5493.834473
	Iteration 65Q: 3 clusters Score -7911418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -7911418.500000 Penalty: 5493.834473
	Iteration 66Q: 3 clusters Score -7911418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -7911421.500000 Penalty: 5493.834473
	Iteration 67Q: 3 clusters Score -7911422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
Score: -7911423.500000 Penalty: 5493.834473
	Iteration 68Q: 3 clusters Score -7911424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -7911420.500000 Penalty: 5493.834473
	Iteration 69Q: 3 clusters Score -7911420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 60820 members 
Entering Unmasked Estep 
Score: -7911420.000000 Penalty: 5493.834473
	Iteration 70Q: 3 clusters Score -7911420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -7911416.000000 Penalty: 5493.834473
	Iteration 71Q: 3 clusters Score -7911416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -7911412.000000 Penalty: 5493.834473
	Iteration 72Q: 3 clusters Score -7911412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -7911413.500000 Penalty: 5493.834473
	Iteration 73Q: 3 clusters Score -7911414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -7911417.500000 Penalty: 5493.834473
	Iteration 74Q: 3 clusters Score -7911418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -7911417.500000 Penalty: 5493.834473
	Iteration 75F: 3 clusters Score -7911418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (80 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Entering Unmasked Estep 
Score: -5557.948242 Penalty: 1086.742676
	Iteration 0F: 2 clusters Score -5557.948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -5012.752930 Penalty: 2173.485352
	Iteration 0F: 3 clusters Score -5012.753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Entering Unmasked Estep 
Score: -542984.437500 Penalty: 2093.197510
	Iteration 0F: 2 clusters Score -542984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -538723.437500 Penalty: 4186.395020
	Iteration 0F: 3 clusters Score -538723.4 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -539895.562500 Penalty: 4186.395020
	Iteration 1F: 3 clusters Score -539895.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -540332.500000 Penalty: 4186.395020
	Iteration 2F: 3 clusters Score -540332.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -540749.187500 Penalty: 4186.395020
	Iteration 3F: 3 clusters Score -540749.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -541111.750000 Penalty: 4186.395020
	Iteration 4F: 3 clusters Score -541111.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -541384.937500 Penalty: 4186.395020
	Iteration 5F: 3 clusters Score -541384.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -541574.375000 Penalty: 4186.395020
	Iteration 6Q: 3 clusters Score -541574.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -541667.562500 Penalty: 4186.395020
	Iteration 7Q: 3 clusters Score -541667.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -541717.687500 Penalty: 4186.395020
	Iteration 8Q: 3 clusters Score -541717.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -541749.625000 Penalty: 4186.395020
	Iteration 9Q: 3 clusters Score -541749.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -541768.000000 Penalty: 4186.395020
	Iteration 10Q: 3 clusters Score -541768 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -541782.875000 Penalty: 4186.395020
	Iteration 11Q: 3 clusters Score -541782.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -541790.125000 Penalty: 4186.395020
	Iteration 12Q: 3 clusters Score -541790.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -541798.375000 Penalty: 4186.395020
	Iteration 13Q: 3 clusters Score -541798.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -541805.687500 Penalty: 4186.395020
	Iteration 14Q: 3 clusters Score -541805.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -541809.625000 Penalty: 4186.395020
	Iteration 15Q: 3 clusters Score -541809.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -541810.125000 Penalty: 4186.395020
	Iteration 16Q: 3 clusters Score -541810.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -541812.125000 Penalty: 4186.395020
	Iteration 17Q: 3 clusters Score -541812.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -541811.437500 Penalty: 4186.395020
	Iteration 18Q: 3 clusters Score -541811.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -541811.437500 Penalty: 4186.395020
	Iteration 19F: 3 clusters Score -541811.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -81457.390625 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -81457.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79734.820312 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -79734.82 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80128.710938 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -80128.71 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -80328.242188 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -80328.24 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -80536.960938 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -80536.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -80663.898438 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -80663.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -80735.015625 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -80735.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -80784.976562 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -80784.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -80877.812500 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -80877.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -80958.664062 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -80958.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -81048.375000 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -81048.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -81093.234375 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -81093.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -81138.617188 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -81138.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -81165.585938 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -81165.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -81186.187500 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -81186.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -81200.359375 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -81200.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -81204.031250 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -81204.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -81208.570312 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -81208.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -81212.875000 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -81212.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -81214.976562 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -81214.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -81233.671875 Penalty: 3306.179199
	Iteration 19Q: 3 clusters Score -81233.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -81238.054688 Penalty: 3306.179199
	Iteration 20F: 3 clusters Score -81238.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -81238.921875 Penalty: 3306.179199
	Iteration 21Q: 3 clusters Score -81238.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -81238.921875 Penalty: 3306.179199
	Iteration 22F: 3 clusters Score -81238.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -139476.812500 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -139476.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -137481.343750 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -137481.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -137742.890625 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -137742.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -137846.562500 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -137846.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -137904.375000 Penalty: 3492.540283
	Iteration 3Q: 3 clusters Score -137904.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137933.437500 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -137933.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -137949.671875 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -137949.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -137957.453125 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -137957.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -137962.546875 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -137962.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -137966.093750 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -137966.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -137969.328125 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -137969.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -137969.953125 Penalty: 3492.540283
	Iteration 10Q: 3 clusters Score -137970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -137969.953125 Penalty: 3492.540283
	Iteration 11F: 3 clusters Score -137970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (44859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Entering Unmasked Estep 
Score: -5571543.000000 Penalty: 2656.397461
	Iteration 0F: 2 clusters Score -5571543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -5541181.500000 Penalty: 5312.794922
	Iteration 0F: 3 clusters Score -5541182 nChanged 20741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -5552728.500000 Penalty: 5312.794922
	Iteration 1F: 3 clusters Score -5552728 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -5553298.500000 Penalty: 5312.794922
	Iteration 2Q: 3 clusters Score -5553298 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -5553915.000000 Penalty: 5312.794922
	Iteration 3Q: 3 clusters Score -5553915 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -5554542.000000 Penalty: 5312.794922
	Iteration 4Q: 3 clusters Score -5554542 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -5555224.500000 Penalty: 5312.794922
	Iteration 5Q: 3 clusters Score -5555224 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -5556065.000000 Penalty: 5312.794922
	Iteration 6Q: 3 clusters Score -5556065 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -5556998.500000 Penalty: 5312.794922
	Iteration 7Q: 3 clusters Score -5556998 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -5558097.500000 Penalty: 5312.794922
	Iteration 8Q: 3 clusters Score -5558098 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -5559484.000000 Penalty: 5312.794922
	Iteration 9Q: 3 clusters Score -5559484 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -5560961.500000 Penalty: 5312.794922
	Iteration 10Q: 3 clusters Score -5560962 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -5562462.500000 Penalty: 5312.794922
	Iteration 11Q: 3 clusters Score -5562462 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -5563583.000000 Penalty: 5312.794922
	Iteration 12Q: 3 clusters Score -5563583 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -5564350.000000 Penalty: 5312.794922
	Iteration 13Q: 3 clusters Score -5564350 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -5564923.000000 Penalty: 5312.794922
	Iteration 14Q: 3 clusters Score -5564923 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -5565427.000000 Penalty: 5312.794922
	Iteration 15Q: 3 clusters Score -5565427 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -5565921.000000 Penalty: 5312.794922
	Iteration 16Q: 3 clusters Score -5565921 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -5566414.000000 Penalty: 5312.794922
	Iteration 17Q: 3 clusters Score -5566414 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -5566932.000000 Penalty: 5312.794922
	Iteration 18Q: 3 clusters Score -5566932 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -5567542.500000 Penalty: 5312.794922
	Iteration 19Q: 3 clusters Score -5567542 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -5568059.000000 Penalty: 5312.794922
	Iteration 20F: 3 clusters Score -5568059 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -5568411.000000 Penalty: 5312.794922
	Iteration 21Q: 3 clusters Score -5568411 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -5568642.500000 Penalty: 5312.794922
	Iteration 22Q: 3 clusters Score -5568642 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -5568778.000000 Penalty: 5312.794922
	Iteration 23Q: 3 clusters Score -5568778 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -5568831.500000 Penalty: 5312.794922
	Iteration 24Q: 3 clusters Score -5568832 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -5568886.000000 Penalty: 5312.794922
	Iteration 25Q: 3 clusters Score -5568886 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -5568943.000000 Penalty: 5312.794922
	Iteration 26Q: 3 clusters Score -5568943 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -5568976.500000 Penalty: 5312.794922
	Iteration 27Q: 3 clusters Score -5568976 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -5568997.000000 Penalty: 5312.794922
	Iteration 28Q: 3 clusters Score -5568997 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -5569041.500000 Penalty: 5312.794922
	Iteration 29Q: 3 clusters Score -5569042 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -5569069.500000 Penalty: 5312.794922
	Iteration 30Q: 3 clusters Score -5569070 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -5569083.500000 Penalty: 5312.794922
	Iteration 31Q: 3 clusters Score -5569084 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -5569111.500000 Penalty: 5312.794922
	Iteration 32Q: 3 clusters Score -5569112 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -5569126.500000 Penalty: 5312.794922
	Iteration 33Q: 3 clusters Score -5569126 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -5569135.500000 Penalty: 5312.794922
	Iteration 34Q: 3 clusters Score -5569136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -5569161.500000 Penalty: 5312.794922
	Iteration 35Q: 3 clusters Score -5569162 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -5569171.000000 Penalty: 5312.794922
	Iteration 36Q: 3 clusters Score -5569171 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -5569173.500000 Penalty: 5312.794922
	Iteration 37Q: 3 clusters Score -5569174 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -5569180.000000 Penalty: 5312.794922
	Iteration 38Q: 3 clusters Score -5569180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -5569207.000000 Penalty: 5312.794922
	Iteration 39Q: 3 clusters Score -5569207 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -5569226.000000 Penalty: 5312.794922
	Iteration 40F: 3 clusters Score -5569226 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -5569245.500000 Penalty: 5312.794922
	Iteration 41Q: 3 clusters Score -5569246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -5569251.000000 Penalty: 5312.794922
	Iteration 42Q: 3 clusters Score -5569251 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -5569263.000000 Penalty: 5312.794922
	Iteration 43Q: 3 clusters Score -5569263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -5569264.000000 Penalty: 5312.794922
	Iteration 44Q: 3 clusters Score -5569264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -5569272.500000 Penalty: 5312.794922
	Iteration 45Q: 3 clusters Score -5569272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -5569272.000000 Penalty: 5312.794922
	Iteration 46Q: 3 clusters Score -5569272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -5569278.000000 Penalty: 5312.794922
	Iteration 47Q: 3 clusters Score -5569278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -5569283.500000 Penalty: 5312.794922
	Iteration 48Q: 3 clusters Score -5569284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -5569280.000000 Penalty: 5312.794922
	Iteration 49Q: 3 clusters Score -5569280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -5569279.500000 Penalty: 5312.794922
	Iteration 50Q: 3 clusters Score -5569280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -5569285.500000 Penalty: 5312.794922
	Iteration 51Q: 3 clusters Score -5569286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -5569276.500000 Penalty: 5312.794922
	Iteration 52Q: 3 clusters Score -5569276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -5569290.000000 Penalty: 5312.794922
	Iteration 53Q: 3 clusters Score -5569290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -5569292.500000 Penalty: 5312.794922
	Iteration 54Q: 3 clusters Score -5569292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -5569288.000000 Penalty: 5312.794922
	Iteration 55Q: 3 clusters Score -5569288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -5569289.500000 Penalty: 5312.794922
	Iteration 56Q: 3 clusters Score -5569290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -5569306.500000 Penalty: 5312.794922
	Iteration 57Q: 3 clusters Score -5569306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -5569304.000000 Penalty: 5312.794922
	Iteration 58Q: 3 clusters Score -5569304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -5569297.000000 Penalty: 5312.794922
	Iteration 59Q: 3 clusters Score -5569297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -5569296.000000 Penalty: 5312.794922
	Iteration 60F: 3 clusters Score -5569296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -5569302.500000 Penalty: 5312.794922
	Iteration 61Q: 3 clusters Score -5569302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -5569308.500000 Penalty: 5312.794922
	Iteration 62Q: 3 clusters Score -5569308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -5569308.500000 Penalty: 5312.794922
	Iteration 63Q: 3 clusters Score -5569308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -5569304.500000 Penalty: 5312.794922
	Iteration 64Q: 3 clusters Score -5569304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -5569305.000000 Penalty: 5312.794922
	Iteration 65Q: 3 clusters Score -5569305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -5569301.000000 Penalty: 5312.794922
	Iteration 66Q: 3 clusters Score -5569301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5569301.500000 Penalty: 5312.794922
	Iteration 67Q: 3 clusters Score -5569302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -5569310.000000 Penalty: 5312.794922
	Iteration 68Q: 3 clusters Score -5569310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -5569310.500000 Penalty: 5312.794922
	Iteration 69Q: 3 clusters Score -5569310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -5569309.000000 Penalty: 5312.794922
	Iteration 70Q: 3 clusters Score -5569309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -5569307.500000 Penalty: 5312.794922
	Iteration 71Q: 3 clusters Score -5569308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -5569307.500000 Penalty: 5312.794922
	Iteration 72Q: 3 clusters Score -5569308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -5569309.000000 Penalty: 5312.794922
	Iteration 73Q: 3 clusters Score -5569309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -5569314.500000 Penalty: 5312.794922
	Iteration 74Q: 3 clusters Score -5569314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -5569317.500000 Penalty: 5312.794922
	Iteration 75Q: 3 clusters Score -5569318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -5569315.000000 Penalty: 5312.794922
	Iteration 76Q: 3 clusters Score -5569315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -5569319.500000 Penalty: 5312.794922
	Iteration 77Q: 3 clusters Score -5569320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -5569320.500000 Penalty: 5312.794922
	Iteration 78Q: 3 clusters Score -5569320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -5569321.500000 Penalty: 5312.794922
	Iteration 79Q: 3 clusters Score -5569322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -5569318.500000 Penalty: 5312.794922
	Iteration 80F: 3 clusters Score -5569318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -34066.539062 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -34066.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32766.443359 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -32766.44 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32939.277344 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -32939.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32984.812500 Penalty: 2892.613770
	Iteration 2Q: 3 clusters Score -32984.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33000.683594 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -33000.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33010.625000 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -33010.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33017.832031 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -33017.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33021.144531 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -33021.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33021.144531 Penalty: 2892.613770
	Iteration 7F: 3 clusters Score -33021.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -69587.585938 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -69587.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68086.281250 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -68086.28 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -68474.265625 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -68474.27 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68646.726562 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -68646.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -68723.882812 Penalty: 3200.998047
	Iteration 3Q: 3 clusters Score -68723.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -68748.046875 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -68748.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -68767.078125 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -68767.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -68780.546875 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -68780.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -68795.414062 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -68795.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -68815.789062 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -68815.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -68847.718750 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -68847.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -68888.757812 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -68888.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -68938.289062 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -68938.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69010.398438 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -69010.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69150.570312 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -69150.57 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69492.671875 Penalty: 3200.998047
	Iteration 14F: 3 clusters Score -69492.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69718.820312 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -69718.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69731.882812 Penalty: 3200.998047
	Iteration 16Q: 3 clusters Score -69731.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69731.882812 Penalty: 3200.998047
	Iteration 17F: 3 clusters Score -69731.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 57090 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236481 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159624 members 
Mstep: Class 12 contains 68087 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 196836 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32806 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 199397 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51178 members 
Mstep: Class 22 contains 64620 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44859 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 263 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Mstep: Class 35 contains 372 members 
Entering Unmasked Estep 
Score: -148073248.000000 Penalty: 121824.687500
Splitting cluster 29 changes total score from -148075120.000000 to -148073248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -204056.015625 Penalty: 1837.916138
	Iteration 0F: 2 clusters Score -204056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -201620.671875 Penalty: 3675.832275
	Iteration 0F: 3 clusters Score -201620.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -202023.625000 Penalty: 3675.832275
	Iteration 1F: 3 clusters Score -202023.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -202174.234375 Penalty: 3675.832275
	Iteration 2F: 3 clusters Score -202174.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -202249.843750 Penalty: 3675.832275
	Iteration 3Q: 3 clusters Score -202249.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -202290.421875 Penalty: 3675.832275
	Iteration 4Q: 3 clusters Score -202290.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -202321.765625 Penalty: 3675.832275
	Iteration 5Q: 3 clusters Score -202321.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -202353.578125 Penalty: 3675.832275
	Iteration 6Q: 3 clusters Score -202353.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -202374.515625 Penalty: 3675.832275
	Iteration 7Q: 3 clusters Score -202374.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -202387.906250 Penalty: 3675.832275
	Iteration 8Q: 3 clusters Score -202387.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -202394.218750 Penalty: 3675.832275
	Iteration 9Q: 3 clusters Score -202394.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -202396.078125 Penalty: 3675.832275
	Iteration 10Q: 3 clusters Score -202396.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -202400.093750 Penalty: 3675.832275
	Iteration 11Q: 3 clusters Score -202400.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -202405.046875 Penalty: 3675.832275
	Iteration 12Q: 3 clusters Score -202405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -202407.078125 Penalty: 3675.832275
	Iteration 13Q: 3 clusters Score -202407.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -202407.312500 Penalty: 3675.832275
	Iteration 14Q: 3 clusters Score -202407.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -202407.718750 Penalty: 3675.832275
	Iteration 15Q: 3 clusters Score -202407.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -202407.718750 Penalty: 3675.832275
	Iteration 16F: 3 clusters Score -202407.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -57570.035156 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -57570.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56097.468750 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -56097.47 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56258.164062 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -56258.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56283.093750 Penalty: 3086.397705
	Iteration 2Q: 3 clusters Score -56283.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56294.187500 Penalty: 3086.397705
	Iteration 3Q: 3 clusters Score -56294.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56299.980469 Penalty: 3086.397705
	Iteration 4Q: 3 clusters Score -56299.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -56310.941406 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -56310.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56314.421875 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -56314.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56318.675781 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -56318.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56321.562500 Penalty: 3086.397705
	Iteration 8Q: 3 clusters Score -56321.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56321.562500 Penalty: 3086.397705
	Iteration 9F: 3 clusters Score -56321.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -11169.950195 Penalty: 1203.303467
	Iteration 0F: 2 clusters Score -11169.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10270.471680 Penalty: 2406.606934
	Iteration 0F: 3 clusters Score -10270.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10295.240234 Penalty: 2406.606934
	Iteration 1Q: 3 clusters Score -10295.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10295.240234 Penalty: 2406.606934
	Iteration 2F: 3 clusters Score -10295.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -217527.890625 Penalty: 1853.743408
	Iteration 0F: 2 clusters Score -217527.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -215047.000000 Penalty: 3707.486816
	Iteration 0F: 3 clusters Score -215047 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -215443.000000 Penalty: 3707.486816
	Iteration 1F: 3 clusters Score -215443 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -215559.500000 Penalty: 3707.486816
	Iteration 2F: 3 clusters Score -215559.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -215623.984375 Penalty: 3707.486816
	Iteration 3Q: 3 clusters Score -215624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -215657.500000 Penalty: 3707.486816
	Iteration 4Q: 3 clusters Score -215657.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -215681.046875 Penalty: 3707.486816
	Iteration 5Q: 3 clusters Score -215681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -215696.765625 Penalty: 3707.486816
	Iteration 6Q: 3 clusters Score -215696.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -215710.296875 Penalty: 3707.486816
	Iteration 7Q: 3 clusters Score -215710.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -215718.718750 Penalty: 3707.486816
	Iteration 8Q: 3 clusters Score -215718.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -215723.140625 Penalty: 3707.486816
	Iteration 9Q: 3 clusters Score -215723.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -215724.656250 Penalty: 3707.486816
	Iteration 10Q: 3 clusters Score -215724.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -215724.718750 Penalty: 3707.486816
	Iteration 11Q: 3 clusters Score -215724.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -215724.718750 Penalty: 3707.486816
	Iteration 12F: 3 clusters Score -215724.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Entering Unmasked Estep 
Score: -42718.652344 Penalty: 1521.082764
	Iteration 0F: 2 clusters Score -42718.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41272.417969 Penalty: 3042.165527
	Iteration 0F: 3 clusters Score -41272.42 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41418.234375 Penalty: 3042.165527
	Iteration 1F: 3 clusters Score -41418.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -41497.402344 Penalty: 3042.165527
	Iteration 2Q: 3 clusters Score -41497.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -41559.171875 Penalty: 3042.165527
	Iteration 3Q: 3 clusters Score -41559.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41588.171875 Penalty: 3042.165527
	Iteration 4Q: 3 clusters Score -41588.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41623.820312 Penalty: 3042.165527
	Iteration 5Q: 3 clusters Score -41623.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -41651.527344 Penalty: 3042.165527
	Iteration 6Q: 3 clusters Score -41651.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -41673.648438 Penalty: 3042.165527
	Iteration 7Q: 3 clusters Score -41673.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -41694.320312 Penalty: 3042.165527
	Iteration 8Q: 3 clusters Score -41694.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -41707.578125 Penalty: 3042.165527
	Iteration 9Q: 3 clusters Score -41707.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -41721.390625 Penalty: 3042.165527
	Iteration 10Q: 3 clusters Score -41721.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -41740.718750 Penalty: 3042.165527
	Iteration 11Q: 3 clusters Score -41740.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41776.484375 Penalty: 3042.165527
	Iteration 12Q: 3 clusters Score -41776.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -41792.382812 Penalty: 3042.165527
	Iteration 13Q: 3 clusters Score -41792.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41813.410156 Penalty: 3042.165527
	Iteration 14Q: 3 clusters Score -41813.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -41838.695312 Penalty: 3042.165527
	Iteration 15Q: 3 clusters Score -41838.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -41868.656250 Penalty: 3042.165527
	Iteration 16Q: 3 clusters Score -41868.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -41882.203125 Penalty: 3042.165527
	Iteration 17Q: 3 clusters Score -41882.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41908.046875 Penalty: 3042.165527
	Iteration 18Q: 3 clusters Score -41908.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41926.058594 Penalty: 3042.165527
	Iteration 19Q: 3 clusters Score -41926.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -41955.050781 Penalty: 3042.165527
	Iteration 20F: 3 clusters Score -41955.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42047.218750 Penalty: 3042.165527
	Iteration 21Q: 3 clusters Score -42047.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42130.476562 Penalty: 3042.165527
	Iteration 22Q: 3 clusters Score -42130.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42206.542969 Penalty: 3042.165527
	Iteration 23Q: 3 clusters Score -42206.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42261.746094 Penalty: 3042.165527
	Iteration 24Q: 3 clusters Score -42261.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -42309.843750 Penalty: 3042.165527
	Iteration 25Q: 3 clusters Score -42309.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42352.832031 Penalty: 3042.165527
	Iteration 26Q: 3 clusters Score -42352.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42372.066406 Penalty: 3042.165527
	Iteration 27Q: 3 clusters Score -42372.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42405.046875 Penalty: 3042.165527
	Iteration 28Q: 3 clusters Score -42405.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42442.917969 Penalty: 3042.165527
	Iteration 29Q: 3 clusters Score -42442.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42503.914062 Penalty: 3042.165527
	Iteration 30Q: 3 clusters Score -42503.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42595.031250 Penalty: 3042.165527
	Iteration 31Q: 3 clusters Score -42595.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42659.281250 Penalty: 3042.165527
	Iteration 32Q: 3 clusters Score -42659.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42796.074219 Penalty: 3042.165527
	Iteration 33Q: 3 clusters Score -42796.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43122.726562 Penalty: 3042.165527
	Iteration 34Q: 3 clusters Score -43122.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43139.917969 Penalty: 3042.165527
	Iteration 35Q: 3 clusters Score -43139.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43139.917969 Penalty: 3042.165527
	Iteration 36F: 3 clusters Score -43139.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 57090 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236481 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159624 members 
Mstep: Class 12 contains 68087 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 196836 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32806 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 199397 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51178 members 
Mstep: Class 22 contains 64620 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44859 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 271 members 
Mstep: Class 35 contains 190 members 
Entering Unmasked Estep 
Score: -148073504.000000 Penalty: 121824.687500
Splitting cluster 34 changes total score from -148075120.000000 to -148073504.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 57090 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236481 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159624 members 
Mstep: Class 12 contains 68087 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4333 members 
Mstep: Class 15 contains 196836 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32806 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 199397 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51178 members 
Mstep: Class 22 contains 64620 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44859 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075056.000000 Penalty: 118343.976562
Iteration 239Q: 35 clusters Score -1.480751e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 432 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 57083 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236548 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159649 members 
Mstep: Class 12 contains 68091 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 196837 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32805 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 199307 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51167 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44874 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075120.000000 Penalty: 118343.976562
Iteration 240F: 35 clusters Score -1.480751e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 57083 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236637 members 
Mstep: Class 7 contains 4047 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159667 members 
Mstep: Class 12 contains 68088 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 196845 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32806 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 199205 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51151 members 
Mstep: Class 22 contains 64617 members 
Mstep: Class 23 contains 82 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075248.000000 Penalty: 118343.976562
Iteration 241Q: 35 clusters Score -1.480752e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 57082 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236708 members 
Mstep: Class 7 contains 4047 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159714 members 
Mstep: Class 12 contains 68089 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 196845 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32805 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 199097 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51141 members 
Mstep: Class 22 contains 64618 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075040.000000 Penalty: 118343.976562
Iteration 242Q: 35 clusters Score -1.48075e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 57073 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236810 members 
Mstep: Class 7 contains 4047 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159742 members 
Mstep: Class 12 contains 68082 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 196849 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32803 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 198982 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51134 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44886 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075072.000000 Penalty: 118343.976562
Iteration 243Q: 35 clusters Score -1.480751e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 57069 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 236908 members 
Mstep: Class 7 contains 4047 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159769 members 
Mstep: Class 12 contains 68083 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 196855 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32802 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 198855 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51127 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44893 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074976.000000 Penalty: 118343.976562
Iteration 244Q: 35 clusters Score -1.48075e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 57066 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 237014 members 
Mstep: Class 7 contains 4047 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159788 members 
Mstep: Class 12 contains 68083 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 196865 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32802 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 198730 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51123 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44888 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075136.000000 Penalty: 118343.976562
Iteration 245Q: 35 clusters Score -1.480751e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 57064 members 
Mstep: Class 3 contains 7034 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 237119 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159798 members 
Mstep: Class 12 contains 68080 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 196878 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32803 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 198617 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51116 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44884 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075232.000000 Penalty: 118343.976562
Iteration 246Q: 35 clusters Score -1.480752e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 57066 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 237222 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159808 members 
Mstep: Class 12 contains 68072 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 196886 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32803 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 198501 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51114 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44885 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075136.000000 Penalty: 118343.976562
Iteration 247Q: 35 clusters Score -1.480751e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 57070 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 237312 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159819 members 
Mstep: Class 12 contains 68065 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 196887 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32802 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 198395 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51116 members 
Mstep: Class 22 contains 64618 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44892 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075152.000000 Penalty: 118343.976562
Iteration 248Q: 35 clusters Score -1.480752e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 57068 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 237415 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159829 members 
Mstep: Class 12 contains 68055 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 196897 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32802 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 198291 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51113 members 
Mstep: Class 22 contains 64620 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44886 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075200.000000 Penalty: 118343.976562
Iteration 249Q: 35 clusters Score -1.480752e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 57067 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 237523 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159835 members 
Mstep: Class 12 contains 68054 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 196899 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32802 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 198184 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51111 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075008.000000 Penalty: 118343.976562
Iteration 250Q: 35 clusters Score -1.48075e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57067 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 237639 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159841 members 
Mstep: Class 12 contains 68057 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 196902 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 198062 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51105 members 
Mstep: Class 22 contains 64620 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075168.000000 Penalty: 118343.976562
Iteration 251Q: 35 clusters Score -1.480752e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57071 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 237740 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159840 members 
Mstep: Class 12 contains 68056 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 196905 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 197959 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51110 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44873 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075296.000000 Penalty: 118343.976562
Iteration 252Q: 35 clusters Score -1.480753e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 57078 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 237825 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159837 members 
Mstep: Class 12 contains 68054 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 196920 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 197854 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51117 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44872 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075376.000000 Penalty: 118343.976562
Iteration 253Q: 35 clusters Score -1.480754e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 57075 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 237906 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159846 members 
Mstep: Class 12 contains 68052 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 196932 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 197753 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51121 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44871 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075264.000000 Penalty: 118343.976562
Iteration 254Q: 35 clusters Score -1.480753e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57072 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 237999 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159846 members 
Mstep: Class 12 contains 68055 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 196940 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 197650 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51124 members 
Mstep: Class 22 contains 64620 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44867 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075232.000000 Penalty: 118343.976562
Iteration 255Q: 35 clusters Score -1.480752e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57072 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 238074 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159851 members 
Mstep: Class 12 contains 68053 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 196954 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 197555 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51126 members 
Mstep: Class 22 contains 64620 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44869 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075376.000000 Penalty: 118343.976562
Iteration 256Q: 35 clusters Score -1.480754e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57076 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 238156 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159858 members 
Mstep: Class 12 contains 68052 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 196962 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 197459 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51130 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44863 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075456.000000 Penalty: 118343.976562
Iteration 257Q: 35 clusters Score -1.480755e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 57074 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 238226 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159867 members 
Mstep: Class 12 contains 68050 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 196972 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 197367 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51133 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44868 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075376.000000 Penalty: 118343.976562
Iteration 258Q: 35 clusters Score -1.480754e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 57074 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 238289 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159878 members 
Mstep: Class 12 contains 68045 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4332 members 
Mstep: Class 15 contains 196975 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 197293 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51137 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44871 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075360.000000 Penalty: 118343.976562
Iteration 259Q: 35 clusters Score -1.480754e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 430 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 57076 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12478 members 
Mstep: Class 6 contains 238371 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159880 members 
Mstep: Class 12 contains 68043 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4331 members 
Mstep: Class 15 contains 196976 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 197203 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51138 members 
Mstep: Class 22 contains 64617 members 
Mstep: Class 23 contains 80 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44874 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075456.000000 Penalty: 118343.976562
Iteration 260F: 35 clusters Score -1.480755e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 57078 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 238442 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159881 members 
Mstep: Class 12 contains 68042 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4330 members 
Mstep: Class 15 contains 196979 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 197119 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51141 members 
Mstep: Class 22 contains 64618 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075488.000000 Penalty: 118343.976562
Iteration 261Q: 35 clusters Score -1.480755e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57078 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 238511 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159886 members 
Mstep: Class 12 contains 68041 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4329 members 
Mstep: Class 15 contains 196978 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 197040 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51144 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44882 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075360.000000 Penalty: 118343.976562
Iteration 262Q: 35 clusters Score -1.480754e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57080 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 238561 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159891 members 
Mstep: Class 12 contains 68039 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 196982 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196977 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51150 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075200.000000 Penalty: 118343.976562
Iteration 263Q: 35 clusters Score -1.480752e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57081 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 238610 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159901 members 
Mstep: Class 12 contains 68040 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 196984 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196916 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51150 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075216.000000 Penalty: 118343.976562
Iteration 264Q: 35 clusters Score -1.480752e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57084 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 238660 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6659 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159915 members 
Mstep: Class 12 contains 68036 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 196988 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196851 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51150 members 
Mstep: Class 22 contains 64620 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44875 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075344.000000 Penalty: 118343.976562
Iteration 265Q: 35 clusters Score -1.480753e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57086 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 238701 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159923 members 
Mstep: Class 12 contains 68034 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 196993 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196794 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51149 members 
Mstep: Class 22 contains 64620 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075456.000000 Penalty: 118343.976562
Iteration 266Q: 35 clusters Score -1.480755e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57088 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 238761 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159930 members 
Mstep: Class 12 contains 68030 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 196999 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196720 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51151 members 
Mstep: Class 22 contains 64620 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075344.000000 Penalty: 118343.976562
Iteration 267Q: 35 clusters Score -1.480753e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57088 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 238833 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159938 members 
Mstep: Class 12 contains 68028 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197005 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196635 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51153 members 
Mstep: Class 22 contains 64620 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44879 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075408.000000 Penalty: 118343.976562
Iteration 268Q: 35 clusters Score -1.480754e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 57087 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 238898 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159947 members 
Mstep: Class 12 contains 68023 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197014 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32800 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196558 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51155 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44880 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075328.000000 Penalty: 118343.976562
Iteration 269Q: 35 clusters Score -1.480753e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 57089 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 238953 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159954 members 
Mstep: Class 12 contains 68021 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197022 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196488 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51156 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075328.000000 Penalty: 118343.976562
Iteration 270Q: 35 clusters Score -1.480753e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57090 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239008 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159962 members 
Mstep: Class 12 contains 68022 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197030 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196419 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51155 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44874 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075408.000000 Penalty: 118343.976562
Iteration 271Q: 35 clusters Score -1.480754e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57092 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239046 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159962 members 
Mstep: Class 12 contains 68022 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197040 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32802 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196373 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51155 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44868 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075280.000000 Penalty: 118343.976562
Iteration 272Q: 35 clusters Score -1.480753e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57093 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239067 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159962 members 
Mstep: Class 12 contains 68019 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197053 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32802 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196341 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51155 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44868 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075184.000000 Penalty: 118343.976562
Iteration 273Q: 35 clusters Score -1.480752e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57094 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239098 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159965 members 
Mstep: Class 12 contains 68016 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197064 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32802 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196299 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51154 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44868 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075056.000000 Penalty: 118343.976562
Iteration 274Q: 35 clusters Score -1.480751e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57096 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239139 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159963 members 
Mstep: Class 12 contains 68016 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197076 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196247 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51155 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44867 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075216.000000 Penalty: 118343.976562
Iteration 275Q: 35 clusters Score -1.480752e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57099 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239177 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159969 members 
Mstep: Class 12 contains 68011 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197086 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196195 members 
Mstep: Class 20 contains 8390 members 
Mstep: Class 21 contains 51154 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44868 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075184.000000 Penalty: 118343.976562
Iteration 276Q: 35 clusters Score -1.480752e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57101 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239210 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159967 members 
Mstep: Class 12 contains 68009 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197094 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196158 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51153 members 
Mstep: Class 22 contains 64618 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44868 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075296.000000 Penalty: 118343.976562
Iteration 277Q: 35 clusters Score -1.480753e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57101 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239246 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159970 members 
Mstep: Class 12 contains 68006 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197103 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196119 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51153 members 
Mstep: Class 22 contains 64617 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44863 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075408.000000 Penalty: 118343.976562
Iteration 278Q: 35 clusters Score -1.480754e+08 nChanged 80
Entering ConstructFrom: 
Score: -148075408.000000 Penalty: 118343.976562
Entering ConstructFrom: 
Trying to split cluster 1 (43469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Entering Unmasked Estep 
Score: -5202089.500000 Penalty: 2648.591064
	Iteration 0F: 2 clusters Score -5202090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -5172738.000000 Penalty: 5297.182129
	Iteration 0F: 3 clusters Score -5172738 nChanged 19975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -5184849.500000 Penalty: 5297.182129
	Iteration 1F: 3 clusters Score -5184850 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -5186387.500000 Penalty: 5297.182129
	Iteration 2F: 3 clusters Score -5186388 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -5188186.000000 Penalty: 5297.182129
	Iteration 3F: 3 clusters Score -5188186 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -5190170.000000 Penalty: 5297.182129
	Iteration 4F: 3 clusters Score -5190170 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -5192150.500000 Penalty: 5297.182129
	Iteration 5F: 3 clusters Score -5192150 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -5193839.000000 Penalty: 5297.182129
	Iteration 6F: 3 clusters Score -5193839 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -5195190.500000 Penalty: 5297.182129
	Iteration 7F: 3 clusters Score -5195190 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -5196332.000000 Penalty: 5297.182129
	Iteration 8Q: 3 clusters Score -5196332 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -5197229.000000 Penalty: 5297.182129
	Iteration 9Q: 3 clusters Score -5197229 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -5198022.500000 Penalty: 5297.182129
	Iteration 10Q: 3 clusters Score -5198022 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -5198733.000000 Penalty: 5297.182129
	Iteration 11Q: 3 clusters Score -5198733 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -5199295.500000 Penalty: 5297.182129
	Iteration 12Q: 3 clusters Score -5199296 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -5199743.000000 Penalty: 5297.182129
	Iteration 13Q: 3 clusters Score -5199743 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5200019.500000 Penalty: 5297.182129
	Iteration 14Q: 3 clusters Score -5200020 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5200227.500000 Penalty: 5297.182129
	Iteration 15Q: 3 clusters Score -5200228 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5200361.500000 Penalty: 5297.182129
	Iteration 16Q: 3 clusters Score -5200362 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5200455.000000 Penalty: 5297.182129
	Iteration 17Q: 3 clusters Score -5200455 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5200545.000000 Penalty: 5297.182129
	Iteration 18Q: 3 clusters Score -5200545 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5200597.000000 Penalty: 5297.182129
	Iteration 19Q: 3 clusters Score -5200597 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -5200642.500000 Penalty: 5297.182129
	Iteration 20F: 3 clusters Score -5200642 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5200672.500000 Penalty: 5297.182129
	Iteration 21Q: 3 clusters Score -5200672 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5200704.000000 Penalty: 5297.182129
	Iteration 22Q: 3 clusters Score -5200704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5200721.500000 Penalty: 5297.182129
	Iteration 23Q: 3 clusters Score -5200722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5200743.500000 Penalty: 5297.182129
	Iteration 24Q: 3 clusters Score -5200744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5200773.000000 Penalty: 5297.182129
	Iteration 25Q: 3 clusters Score -5200773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5200788.000000 Penalty: 5297.182129
	Iteration 26Q: 3 clusters Score -5200788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5200800.000000 Penalty: 5297.182129
	Iteration 27Q: 3 clusters Score -5200800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5200827.000000 Penalty: 5297.182129
	Iteration 28Q: 3 clusters Score -5200827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5200835.000000 Penalty: 5297.182129
	Iteration 29Q: 3 clusters Score -5200835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5200846.500000 Penalty: 5297.182129
	Iteration 30Q: 3 clusters Score -5200846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5200851.500000 Penalty: 5297.182129
	Iteration 31Q: 3 clusters Score -5200852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5200856.500000 Penalty: 5297.182129
	Iteration 32Q: 3 clusters Score -5200856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5200861.000000 Penalty: 5297.182129
	Iteration 33Q: 3 clusters Score -5200861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5200871.000000 Penalty: 5297.182129
	Iteration 34Q: 3 clusters Score -5200871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5200872.000000 Penalty: 5297.182129
	Iteration 35Q: 3 clusters Score -5200872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5200877.500000 Penalty: 5297.182129
	Iteration 36Q: 3 clusters Score -5200878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5200871.000000 Penalty: 5297.182129
	Iteration 37Q: 3 clusters Score -5200871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5200875.000000 Penalty: 5297.182129
	Iteration 38Q: 3 clusters Score -5200875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5200873.000000 Penalty: 5297.182129
	Iteration 39Q: 3 clusters Score -5200873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5200873.000000 Penalty: 5297.182129
	Iteration 40F: 3 clusters Score -5200873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (57102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Entering Unmasked Estep 
Score: -7011998.500000 Penalty: 2716.243408
	Iteration 0F: 2 clusters Score -7011998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -6973638.500000 Penalty: 5432.486816
	Iteration 0F: 3 clusters Score -6973638 nChanged 26622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -6988196.000000 Penalty: 5432.486816
	Iteration 1F: 3 clusters Score -6988196 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -6988714.000000 Penalty: 5432.486816
	Iteration 2Q: 3 clusters Score -6988714 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -6989206.000000 Penalty: 5432.486816
	Iteration 3Q: 3 clusters Score -6989206 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -6989835.000000 Penalty: 5432.486816
	Iteration 4Q: 3 clusters Score -6989835 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -6990701.000000 Penalty: 5432.486816
	Iteration 5Q: 3 clusters Score -6990701 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -6992037.000000 Penalty: 5432.486816
	Iteration 6Q: 3 clusters Score -6992037 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -6994072.000000 Penalty: 5432.486816
	Iteration 7F: 3 clusters Score -6994072 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -6996777.000000 Penalty: 5432.486816
	Iteration 8F: 3 clusters Score -6996777 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -7000109.000000 Penalty: 5432.486816
	Iteration 9F: 3 clusters Score -7000109 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -7003658.500000 Penalty: 5432.486816
	Iteration 10F: 3 clusters Score -7003658 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 53736 members 
Entering Unmasked Estep 
Score: -7006509.000000 Penalty: 5432.486816
	Iteration 11F: 3 clusters Score -7006509 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -7008211.500000 Penalty: 5432.486816
	Iteration 12Q: 3 clusters Score -7008212 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -7008988.000000 Penalty: 5432.486816
	Iteration 13Q: 3 clusters Score -7008988 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -7009316.500000 Penalty: 5432.486816
	Iteration 14Q: 3 clusters Score -7009316 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 56707 members 
Entering Unmasked Estep 
Score: -7009467.500000 Penalty: 5432.486816
	Iteration 15Q: 3 clusters Score -7009468 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -7009577.000000 Penalty: 5432.486816
	Iteration 16Q: 3 clusters Score -7009577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -7009615.000000 Penalty: 5432.486816
	Iteration 17Q: 3 clusters Score -7009615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 56778 members 
Entering Unmasked Estep 
Score: -7009638.500000 Penalty: 5432.486816
	Iteration 18Q: 3 clusters Score -7009638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 56783 members 
Entering Unmasked Estep 
Score: -7009647.000000 Penalty: 5432.486816
	Iteration 19Q: 3 clusters Score -7009647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 56781 members 
Entering Unmasked Estep 
Score: -7009644.500000 Penalty: 5432.486816
	Iteration 20F: 3 clusters Score -7009644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 56783 members 
Entering Unmasked Estep 
Score: -7009647.500000 Penalty: 5432.486816
	Iteration 21Q: 3 clusters Score -7009648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 56783 members 
Entering Unmasked Estep 
Score: -7009647.500000 Penalty: 5432.486816
	Iteration 22F: 3 clusters Score -7009648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Entering Unmasked Estep 
Score: -750469.562500 Penalty: 2196.946045
	Iteration 0F: 2 clusters Score -750469.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -744658.562500 Penalty: 4393.892090
	Iteration 0F: 3 clusters Score -744658.6 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -746499.937500 Penalty: 4393.892090
	Iteration 1F: 3 clusters Score -746499.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -747202.875000 Penalty: 4393.892090
	Iteration 2F: 3 clusters Score -747202.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -748056.500000 Penalty: 4393.892090
	Iteration 3F: 3 clusters Score -748056.5 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -748829.687500 Penalty: 4393.892090
	Iteration 4F: 3 clusters Score -748829.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -749385.875000 Penalty: 4393.892090
	Iteration 5F: 3 clusters Score -749385.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -749872.437500 Penalty: 4393.892090
	Iteration 6F: 3 clusters Score -749872.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -750274.437500 Penalty: 4393.892090
	Iteration 7F: 3 clusters Score -750274.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -750689.812500 Penalty: 4393.892090
	Iteration 8Q: 3 clusters Score -750689.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -750997.375000 Penalty: 4393.892090
	Iteration 9Q: 3 clusters Score -750997.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -751222.437500 Penalty: 4393.892090
	Iteration 10Q: 3 clusters Score -751222.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -751433.687500 Penalty: 4393.892090
	Iteration 11Q: 3 clusters Score -751433.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -751594.562500 Penalty: 4393.892090
	Iteration 12Q: 3 clusters Score -751594.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -751695.625000 Penalty: 4393.892090
	Iteration 13Q: 3 clusters Score -751695.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -751752.937500 Penalty: 4393.892090
	Iteration 14Q: 3 clusters Score -751752.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -751773.250000 Penalty: 4393.892090
	Iteration 15Q: 3 clusters Score -751773.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -751784.750000 Penalty: 4393.892090
	Iteration 16Q: 3 clusters Score -751784.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -751791.125000 Penalty: 4393.892090
	Iteration 17Q: 3 clusters Score -751791.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -751795.250000 Penalty: 4393.892090
	Iteration 18Q: 3 clusters Score -751795.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -751797.375000 Penalty: 4393.892090
	Iteration 19Q: 3 clusters Score -751797.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -751799.375000 Penalty: 4393.892090
	Iteration 20F: 3 clusters Score -751799.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -751803.437500 Penalty: 4393.892090
	Iteration 21Q: 3 clusters Score -751803.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -751806.062500 Penalty: 4393.892090
	Iteration 22Q: 3 clusters Score -751806.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -751807.000000 Penalty: 4393.892090
	Iteration 23Q: 3 clusters Score -751807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -751807.812500 Penalty: 4393.892090
	Iteration 24Q: 3 clusters Score -751807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -751808.750000 Penalty: 4393.892090
	Iteration 25Q: 3 clusters Score -751808.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -751808.750000 Penalty: 4393.892090
	Iteration 26F: 3 clusters Score -751808.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57102 members 
Mstep: Class 3 contains 1936 members 
Mstep: Class 4 contains 24359 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239272 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159966 members 
Mstep: Class 12 contains 68007 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197119 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196078 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51156 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44863 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Mstep: Class 35 contains 5099 members 
Entering Unmasked Estep 
Score: -148075248.000000 Penalty: 121824.687500
Splitting cluster 3 changes total score from -148075408.000000 to -148075248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (24359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Entering Unmasked Estep 
Score: -2883728.750000 Penalty: 2504.962891
	Iteration 0F: 2 clusters Score -2883729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2866821.500000 Penalty: 5009.925781
	Iteration 0F: 3 clusters Score -2866822 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2872896.500000 Penalty: 5009.925781
	Iteration 1F: 3 clusters Score -2872896 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2873554.500000 Penalty: 5009.925781
	Iteration 2F: 3 clusters Score -2873554 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2874264.500000 Penalty: 5009.925781
	Iteration 3F: 3 clusters Score -2874264 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2875113.750000 Penalty: 5009.925781
	Iteration 4F: 3 clusters Score -2875114 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -2875990.750000 Penalty: 5009.925781
	Iteration 5F: 3 clusters Score -2875991 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2876863.250000 Penalty: 5009.925781
	Iteration 6F: 3 clusters Score -2876863 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2877584.750000 Penalty: 5009.925781
	Iteration 7F: 3 clusters Score -2877585 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2878170.750000 Penalty: 5009.925781
	Iteration 8Q: 3 clusters Score -2878171 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2878708.750000 Penalty: 5009.925781
	Iteration 9Q: 3 clusters Score -2878709 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2879186.500000 Penalty: 5009.925781
	Iteration 10Q: 3 clusters Score -2879186 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2879633.750000 Penalty: 5009.925781
	Iteration 11Q: 3 clusters Score -2879634 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2880038.750000 Penalty: 5009.925781
	Iteration 12Q: 3 clusters Score -2880039 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -2880428.250000 Penalty: 5009.925781
	Iteration 13Q: 3 clusters Score -2880428 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2880744.500000 Penalty: 5009.925781
	Iteration 14Q: 3 clusters Score -2880744 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2881030.000000 Penalty: 5009.925781
	Iteration 15Q: 3 clusters Score -2881030 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2881253.750000 Penalty: 5009.925781
	Iteration 16Q: 3 clusters Score -2881254 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2881425.750000 Penalty: 5009.925781
	Iteration 17Q: 3 clusters Score -2881426 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2881631.000000 Penalty: 5009.925781
	Iteration 18Q: 3 clusters Score -2881631 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2881819.750000 Penalty: 5009.925781
	Iteration 19Q: 3 clusters Score -2881820 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2882004.000000 Penalty: 5009.925781
	Iteration 20F: 3 clusters Score -2882004 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2882132.000000 Penalty: 5009.925781
	Iteration 21Q: 3 clusters Score -2882132 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2882225.750000 Penalty: 5009.925781
	Iteration 22Q: 3 clusters Score -2882226 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2882288.000000 Penalty: 5009.925781
	Iteration 23Q: 3 clusters Score -2882288 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2882330.750000 Penalty: 5009.925781
	Iteration 24Q: 3 clusters Score -2882331 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2882352.750000 Penalty: 5009.925781
	Iteration 25Q: 3 clusters Score -2882353 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2882382.250000 Penalty: 5009.925781
	Iteration 26Q: 3 clusters Score -2882382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2882401.750000 Penalty: 5009.925781
	Iteration 27Q: 3 clusters Score -2882402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2882405.750000 Penalty: 5009.925781
	Iteration 28Q: 3 clusters Score -2882406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2882414.750000 Penalty: 5009.925781
	Iteration 29Q: 3 clusters Score -2882415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2882422.750000 Penalty: 5009.925781
	Iteration 30Q: 3 clusters Score -2882423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2882425.500000 Penalty: 5009.925781
	Iteration 31Q: 3 clusters Score -2882426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2882426.000000 Penalty: 5009.925781
	Iteration 32Q: 3 clusters Score -2882426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2882428.750000 Penalty: 5009.925781
	Iteration 33Q: 3 clusters Score -2882429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2882431.250000 Penalty: 5009.925781
	Iteration 34Q: 3 clusters Score -2882431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2882434.000000 Penalty: 5009.925781
	Iteration 35Q: 3 clusters Score -2882434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2882431.750000 Penalty: 5009.925781
	Iteration 36Q: 3 clusters Score -2882432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2882436.000000 Penalty: 5009.925781
	Iteration 37Q: 3 clusters Score -2882436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2882435.250000 Penalty: 5009.925781
	Iteration 38Q: 3 clusters Score -2882435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2882435.000000 Penalty: 5009.925781
	Iteration 39Q: 3 clusters Score -2882435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2882434.500000 Penalty: 5009.925781
	Iteration 40F: 3 clusters Score -2882434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Entering Unmasked Estep 
Score: -1487524.750000 Penalty: 2339.047363
	Iteration 0F: 2 clusters Score -1487525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1478283.250000 Penalty: 4678.094727
	Iteration 0F: 3 clusters Score -1478283 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1480999.125000 Penalty: 4678.094727
	Iteration 1F: 3 clusters Score -1480999 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1481388.375000 Penalty: 4678.094727
	Iteration 2F: 3 clusters Score -1481388 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1481704.500000 Penalty: 4678.094727
	Iteration 3F: 3 clusters Score -1481704 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1481985.875000 Penalty: 4678.094727
	Iteration 4Q: 3 clusters Score -1481986 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1482254.750000 Penalty: 4678.094727
	Iteration 5Q: 3 clusters Score -1482255 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1482609.375000 Penalty: 4678.094727
	Iteration 6Q: 3 clusters Score -1482609 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1482996.500000 Penalty: 4678.094727
	Iteration 7Q: 3 clusters Score -1482996 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1483430.125000 Penalty: 4678.094727
	Iteration 8F: 3 clusters Score -1483430 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1483809.375000 Penalty: 4678.094727
	Iteration 9F: 3 clusters Score -1483809 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1484135.625000 Penalty: 4678.094727
	Iteration 10Q: 3 clusters Score -1484136 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1484398.125000 Penalty: 4678.094727
	Iteration 11Q: 3 clusters Score -1484398 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1484612.625000 Penalty: 4678.094727
	Iteration 12Q: 3 clusters Score -1484613 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1484803.625000 Penalty: 4678.094727
	Iteration 13Q: 3 clusters Score -1484804 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1484927.375000 Penalty: 4678.094727
	Iteration 14Q: 3 clusters Score -1484927 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1485032.000000 Penalty: 4678.094727
	Iteration 15Q: 3 clusters Score -1485032 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1485126.250000 Penalty: 4678.094727
	Iteration 16Q: 3 clusters Score -1485126 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1485190.125000 Penalty: 4678.094727
	Iteration 17Q: 3 clusters Score -1485190 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1485241.375000 Penalty: 4678.094727
	Iteration 18Q: 3 clusters Score -1485241 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1485288.250000 Penalty: 4678.094727
	Iteration 19Q: 3 clusters Score -1485288 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1485321.625000 Penalty: 4678.094727
	Iteration 20F: 3 clusters Score -1485322 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1485350.625000 Penalty: 4678.094727
	Iteration 21Q: 3 clusters Score -1485351 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1485380.875000 Penalty: 4678.094727
	Iteration 22Q: 3 clusters Score -1485381 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1485404.750000 Penalty: 4678.094727
	Iteration 23Q: 3 clusters Score -1485405 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1485423.875000 Penalty: 4678.094727
	Iteration 24Q: 3 clusters Score -1485424 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1485439.875000 Penalty: 4678.094727
	Iteration 25Q: 3 clusters Score -1485440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1485459.875000 Penalty: 4678.094727
	Iteration 26Q: 3 clusters Score -1485460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1485470.875000 Penalty: 4678.094727
	Iteration 27Q: 3 clusters Score -1485471 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1485478.625000 Penalty: 4678.094727
	Iteration 28Q: 3 clusters Score -1485479 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1485494.375000 Penalty: 4678.094727
	Iteration 29Q: 3 clusters Score -1485494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1485510.125000 Penalty: 4678.094727
	Iteration 30Q: 3 clusters Score -1485510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1485516.125000 Penalty: 4678.094727
	Iteration 31Q: 3 clusters Score -1485516 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1485517.125000 Penalty: 4678.094727
	Iteration 32Q: 3 clusters Score -1485517 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1485525.250000 Penalty: 4678.094727
	Iteration 33Q: 3 clusters Score -1485525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1485536.625000 Penalty: 4678.094727
	Iteration 34Q: 3 clusters Score -1485537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1485543.625000 Penalty: 4678.094727
	Iteration 35Q: 3 clusters Score -1485544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1485546.375000 Penalty: 4678.094727
	Iteration 36Q: 3 clusters Score -1485546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1485552.375000 Penalty: 4678.094727
	Iteration 37Q: 3 clusters Score -1485552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1485556.000000 Penalty: 4678.094727
	Iteration 38Q: 3 clusters Score -1485556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1485557.875000 Penalty: 4678.094727
	Iteration 39Q: 3 clusters Score -1485558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1485563.125000 Penalty: 4678.094727
	Iteration 40F: 3 clusters Score -1485563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1485567.625000 Penalty: 4678.094727
	Iteration 41Q: 3 clusters Score -1485568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1485564.500000 Penalty: 4678.094727
	Iteration 42Q: 3 clusters Score -1485564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1485570.875000 Penalty: 4678.094727
	Iteration 43Q: 3 clusters Score -1485571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1485570.625000 Penalty: 4678.094727
	Iteration 44Q: 3 clusters Score -1485571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1485574.125000 Penalty: 4678.094727
	Iteration 45Q: 3 clusters Score -1485574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1485579.500000 Penalty: 4678.094727
	Iteration 46Q: 3 clusters Score -1485580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1485579.875000 Penalty: 4678.094727
	Iteration 47Q: 3 clusters Score -1485580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1485582.500000 Penalty: 4678.094727
	Iteration 48Q: 3 clusters Score -1485582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1485579.875000 Penalty: 4678.094727
	Iteration 49Q: 3 clusters Score -1485580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1485583.750000 Penalty: 4678.094727
	Iteration 50Q: 3 clusters Score -1485584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1485581.875000 Penalty: 4678.094727
	Iteration 51Q: 3 clusters Score -1485582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1485584.250000 Penalty: 4678.094727
	Iteration 52Q: 3 clusters Score -1485584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1485580.750000 Penalty: 4678.094727
	Iteration 53Q: 3 clusters Score -1485581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1485582.750000 Penalty: 4678.094727
	Iteration 54Q: 3 clusters Score -1485583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1485582.500000 Penalty: 4678.094727
	Iteration 55Q: 3 clusters Score -1485582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1485583.375000 Penalty: 4678.094727
	Iteration 56Q: 3 clusters Score -1485583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1485585.125000 Penalty: 4678.094727
	Iteration 57Q: 3 clusters Score -1485585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1485585.375000 Penalty: 4678.094727
	Iteration 58Q: 3 clusters Score -1485585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1485586.125000 Penalty: 4678.094727
	Iteration 59Q: 3 clusters Score -1485586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1485586.750000 Penalty: 4678.094727
	Iteration 60F: 3 clusters Score -1485587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1485586.875000 Penalty: 4678.094727
	Iteration 61Q: 3 clusters Score -1485587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1485590.125000 Penalty: 4678.094727
	Iteration 62Q: 3 clusters Score -1485590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1485589.625000 Penalty: 4678.094727
	Iteration 63Q: 3 clusters Score -1485590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1485588.875000 Penalty: 4678.094727
	Iteration 64Q: 3 clusters Score -1485589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1485591.875000 Penalty: 4678.094727
	Iteration 65Q: 3 clusters Score -1485592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1485592.375000 Penalty: 4678.094727
	Iteration 66Q: 3 clusters Score -1485592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1485593.500000 Penalty: 4678.094727
	Iteration 67Q: 3 clusters Score -1485594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1485595.125000 Penalty: 4678.094727
	Iteration 68Q: 3 clusters Score -1485595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1485594.625000 Penalty: 4678.094727
	Iteration 69Q: 3 clusters Score -1485595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1485595.125000 Penalty: 4678.094727
	Iteration 70Q: 3 clusters Score -1485595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1485595.750000 Penalty: 4678.094727
	Iteration 71Q: 3 clusters Score -1485596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1485600.125000 Penalty: 4678.094727
	Iteration 72Q: 3 clusters Score -1485600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1485597.375000 Penalty: 4678.094727
	Iteration 73Q: 3 clusters Score -1485597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1485597.875000 Penalty: 4678.094727
	Iteration 74Q: 3 clusters Score -1485598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1485597.875000 Penalty: 4678.094727
	Iteration 75F: 3 clusters Score -1485598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (239272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239272 members 
Entering Unmasked Estep 
Score: -29375718.000000 Penalty: 3071.568359
	Iteration 0F: 2 clusters Score -2.937572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119516 members 
Mstep: Class 2 contains 119756 members 
Entering Unmasked Estep 
Score: -29217694.000000 Penalty: 6143.136719
	Iteration 0F: 3 clusters Score -2.921769e+07 nChanged 115584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119828 members 
Mstep: Class 2 contains 119444 members 
Entering Unmasked Estep 
Score: -29285616.000000 Penalty: 6143.136719
	Iteration 1F: 3 clusters Score -2.928562e+07 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119936 members 
Mstep: Class 2 contains 119336 members 
Entering Unmasked Estep 
Score: -29286940.000000 Penalty: 6143.136719
	Iteration 2Q: 3 clusters Score -2.928694e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120145 members 
Mstep: Class 2 contains 119127 members 
Entering Unmasked Estep 
Score: -29289518.000000 Penalty: 6143.136719
	Iteration 3Q: 3 clusters Score -2.928952e+07 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120376 members 
Mstep: Class 2 contains 118896 members 
Entering Unmasked Estep 
Score: -29292856.000000 Penalty: 6143.136719
	Iteration 4Q: 3 clusters Score -2.929286e+07 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120687 members 
Mstep: Class 2 contains 118585 members 
Entering Unmasked Estep 
Score: -29297984.000000 Penalty: 6143.136719
	Iteration 5Q: 3 clusters Score -2.929798e+07 nChanged 12609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121298 members 
Mstep: Class 2 contains 117974 members 
Entering Unmasked Estep 
Score: -29305246.000000 Penalty: 6143.136719
	Iteration 6F: 3 clusters Score -2.930525e+07 nChanged 14187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122533 members 
Mstep: Class 2 contains 116739 members 
Entering Unmasked Estep 
Score: -29314136.000000 Penalty: 6143.136719
	Iteration 7F: 3 clusters Score -2.931414e+07 nChanged 14486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124553 members 
Mstep: Class 2 contains 114719 members 
Entering Unmasked Estep 
Score: -29323064.000000 Penalty: 6143.136719
	Iteration 8F: 3 clusters Score -2.932306e+07 nChanged 13524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127115 members 
Mstep: Class 2 contains 112157 members 
Entering Unmasked Estep 
Score: -29331008.000000 Penalty: 6143.136719
	Iteration 9F: 3 clusters Score -2.933101e+07 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129942 members 
Mstep: Class 2 contains 109330 members 
Entering Unmasked Estep 
Score: -29337398.000000 Penalty: 6143.136719
	Iteration 10Q: 3 clusters Score -2.93374e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133075 members 
Mstep: Class 2 contains 106197 members 
Entering Unmasked Estep 
Score: -29341354.000000 Penalty: 6143.136719
	Iteration 11Q: 3 clusters Score -2.934135e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136620 members 
Mstep: Class 2 contains 102652 members 
Entering Unmasked Estep 
Score: -29343700.000000 Penalty: 6143.136719
	Iteration 12Q: 3 clusters Score -2.93437e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140447 members 
Mstep: Class 2 contains 98825 members 
Entering Unmasked Estep 
Score: -29345306.000000 Penalty: 6143.136719
	Iteration 13Q: 3 clusters Score -2.934531e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144603 members 
Mstep: Class 2 contains 94669 members 
Entering Unmasked Estep 
Score: -29347138.000000 Penalty: 6143.136719
	Iteration 14Q: 3 clusters Score -2.934714e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148933 members 
Mstep: Class 2 contains 90339 members 
Entering Unmasked Estep 
Score: -29348966.000000 Penalty: 6143.136719
	Iteration 15Q: 3 clusters Score -2.934897e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153393 members 
Mstep: Class 2 contains 85879 members 
Entering Unmasked Estep 
Score: -29350922.000000 Penalty: 6143.136719
	Iteration 16Q: 3 clusters Score -2.935092e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157893 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -29352660.000000 Penalty: 6143.136719
	Iteration 17Q: 3 clusters Score -2.935266e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162429 members 
Mstep: Class 2 contains 76843 members 
Entering Unmasked Estep 
Score: -29354488.000000 Penalty: 6143.136719
	Iteration 18Q: 3 clusters Score -2.935449e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166732 members 
Mstep: Class 2 contains 72540 members 
Entering Unmasked Estep 
Score: -29356246.000000 Penalty: 6143.136719
	Iteration 19Q: 3 clusters Score -2.935625e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170775 members 
Mstep: Class 2 contains 68497 members 
Entering Unmasked Estep 
Score: -29357928.000000 Penalty: 6143.136719
	Iteration 20F: 3 clusters Score -2.935793e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174615 members 
Mstep: Class 2 contains 64657 members 
Entering Unmasked Estep 
Score: -29359298.000000 Penalty: 6143.136719
	Iteration 21Q: 3 clusters Score -2.93593e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178376 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -29360480.000000 Penalty: 6143.136719
	Iteration 22Q: 3 clusters Score -2.936048e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182109 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
Score: -29361504.000000 Penalty: 6143.136719
	Iteration 23Q: 3 clusters Score -2.93615e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185662 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -29362576.000000 Penalty: 6143.136719
	Iteration 24Q: 3 clusters Score -2.936258e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189111 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -29363544.000000 Penalty: 6143.136719
	Iteration 25Q: 3 clusters Score -2.936354e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192468 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -29364530.000000 Penalty: 6143.136719
	Iteration 26Q: 3 clusters Score -2.936453e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195697 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -29365278.000000 Penalty: 6143.136719
	Iteration 27Q: 3 clusters Score -2.936528e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198732 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -29365880.000000 Penalty: 6143.136719
	Iteration 28Q: 3 clusters Score -2.936588e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201505 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -29366502.000000 Penalty: 6143.136719
	Iteration 29Q: 3 clusters Score -2.93665e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204055 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -29367280.000000 Penalty: 6143.136719
	Iteration 30Q: 3 clusters Score -2.936728e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206490 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -29367794.000000 Penalty: 6143.136719
	Iteration 31Q: 3 clusters Score -2.936779e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208748 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -29368192.000000 Penalty: 6143.136719
	Iteration 32Q: 3 clusters Score -2.936819e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210815 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -29368578.000000 Penalty: 6143.136719
	Iteration 33Q: 3 clusters Score -2.936858e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212655 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -29368906.000000 Penalty: 6143.136719
	Iteration 34Q: 3 clusters Score -2.936891e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214439 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -29369244.000000 Penalty: 6143.136719
	Iteration 35Q: 3 clusters Score -2.936924e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216074 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -29369468.000000 Penalty: 6143.136719
	Iteration 36Q: 3 clusters Score -2.936947e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217546 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -29369886.000000 Penalty: 6143.136719
	Iteration 37Q: 3 clusters Score -2.936989e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218870 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -29370302.000000 Penalty: 6143.136719
	Iteration 38Q: 3 clusters Score -2.93703e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220064 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -29370482.000000 Penalty: 6143.136719
	Iteration 39Q: 3 clusters Score -2.937048e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221190 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -29370628.000000 Penalty: 6143.136719
	Iteration 40F: 3 clusters Score -2.937063e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222290 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -29370714.000000 Penalty: 6143.136719
	Iteration 41Q: 3 clusters Score -2.937071e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223342 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -29370868.000000 Penalty: 6143.136719
	Iteration 42Q: 3 clusters Score -2.937087e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224330 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -29370918.000000 Penalty: 6143.136719
	Iteration 43Q: 3 clusters Score -2.937092e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225228 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -29371118.000000 Penalty: 6143.136719
	Iteration 44Q: 3 clusters Score -2.937112e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226108 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -29371296.000000 Penalty: 6143.136719
	Iteration 45Q: 3 clusters Score -2.93713e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226895 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -29371484.000000 Penalty: 6143.136719
	Iteration 46Q: 3 clusters Score -2.937148e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227616 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -29371570.000000 Penalty: 6143.136719
	Iteration 47Q: 3 clusters Score -2.937157e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228312 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -29371672.000000 Penalty: 6143.136719
	Iteration 48Q: 3 clusters Score -2.937167e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228976 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -29371794.000000 Penalty: 6143.136719
	Iteration 49Q: 3 clusters Score -2.937179e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229591 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -29372044.000000 Penalty: 6143.136719
	Iteration 50Q: 3 clusters Score -2.937204e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230182 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -29372160.000000 Penalty: 6143.136719
	Iteration 51Q: 3 clusters Score -2.937216e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230708 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -29372220.000000 Penalty: 6143.136719
	Iteration 52Q: 3 clusters Score -2.937222e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231174 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -29372276.000000 Penalty: 6143.136719
	Iteration 53Q: 3 clusters Score -2.937228e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231602 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -29372390.000000 Penalty: 6143.136719
	Iteration 54Q: 3 clusters Score -2.937239e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231989 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -29372444.000000 Penalty: 6143.136719
	Iteration 55Q: 3 clusters Score -2.937244e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232357 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -29372466.000000 Penalty: 6143.136719
	Iteration 56Q: 3 clusters Score -2.937247e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232687 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -29372518.000000 Penalty: 6143.136719
	Iteration 57Q: 3 clusters Score -2.937252e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232980 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -29372584.000000 Penalty: 6143.136719
	Iteration 58Q: 3 clusters Score -2.937258e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233251 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -29372636.000000 Penalty: 6143.136719
	Iteration 59Q: 3 clusters Score -2.937264e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233523 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -29372702.000000 Penalty: 6143.136719
	Iteration 60F: 3 clusters Score -2.93727e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233774 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -29372736.000000 Penalty: 6143.136719
	Iteration 61Q: 3 clusters Score -2.937274e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233997 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -29372806.000000 Penalty: 6143.136719
	Iteration 62Q: 3 clusters Score -2.937281e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234187 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -29372854.000000 Penalty: 6143.136719
	Iteration 63Q: 3 clusters Score -2.937285e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234382 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -29372828.000000 Penalty: 6143.136719
	Iteration 64Q: 3 clusters Score -2.937283e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234577 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -29372870.000000 Penalty: 6143.136719
	Iteration 65Q: 3 clusters Score -2.937287e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234759 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -29372890.000000 Penalty: 6143.136719
	Iteration 66Q: 3 clusters Score -2.937289e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234925 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -29372982.000000 Penalty: 6143.136719
	Iteration 67Q: 3 clusters Score -2.937298e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235087 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -29372992.000000 Penalty: 6143.136719
	Iteration 68Q: 3 clusters Score -2.937299e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235248 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -29372980.000000 Penalty: 6143.136719
	Iteration 69Q: 3 clusters Score -2.937298e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235390 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -29373034.000000 Penalty: 6143.136719
	Iteration 70Q: 3 clusters Score -2.937303e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235533 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -29373028.000000 Penalty: 6143.136719
	Iteration 71Q: 3 clusters Score -2.937303e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235659 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -29373042.000000 Penalty: 6143.136719
	Iteration 72Q: 3 clusters Score -2.937304e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235803 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -29373042.000000 Penalty: 6143.136719
	Iteration 73Q: 3 clusters Score -2.937304e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235930 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -29373066.000000 Penalty: 6143.136719
	Iteration 74Q: 3 clusters Score -2.937307e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236047 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -29373102.000000 Penalty: 6143.136719
	Iteration 75Q: 3 clusters Score -2.93731e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236152 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -29373102.000000 Penalty: 6143.136719
	Iteration 76Q: 3 clusters Score -2.93731e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236239 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -29373152.000000 Penalty: 6143.136719
	Iteration 77Q: 3 clusters Score -2.937315e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236339 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -29373180.000000 Penalty: 6143.136719
	Iteration 78Q: 3 clusters Score -2.937318e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236448 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -29373160.000000 Penalty: 6143.136719
	Iteration 79Q: 3 clusters Score -2.937316e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236538 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -29373196.000000 Penalty: 6143.136719
	Iteration 80F: 3 clusters Score -2.93732e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236633 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -29373210.000000 Penalty: 6143.136719
	Iteration 81Q: 3 clusters Score -2.937321e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236726 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -29373164.000000 Penalty: 6143.136719
	Iteration 82Q: 3 clusters Score -2.937316e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236809 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -29373164.000000 Penalty: 6143.136719
	Iteration 83Q: 3 clusters Score -2.937316e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236884 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -29373180.000000 Penalty: 6143.136719
	Iteration 84Q: 3 clusters Score -2.937318e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236956 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -29373186.000000 Penalty: 6143.136719
	Iteration 85Q: 3 clusters Score -2.937319e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237021 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -29373200.000000 Penalty: 6143.136719
	Iteration 86Q: 3 clusters Score -2.93732e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237084 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -29373200.000000 Penalty: 6143.136719
	Iteration 87Q: 3 clusters Score -2.93732e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237137 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -29373230.000000 Penalty: 6143.136719
	Iteration 88Q: 3 clusters Score -2.937323e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237191 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -29373242.000000 Penalty: 6143.136719
	Iteration 89Q: 3 clusters Score -2.937324e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237246 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -29373234.000000 Penalty: 6143.136719
	Iteration 90Q: 3 clusters Score -2.937323e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237293 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -29373262.000000 Penalty: 6143.136719
	Iteration 91Q: 3 clusters Score -2.937326e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237330 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -29373276.000000 Penalty: 6143.136719
	Iteration 92Q: 3 clusters Score -2.937328e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237366 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -29373292.000000 Penalty: 6143.136719
	Iteration 93Q: 3 clusters Score -2.937329e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237399 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -29373320.000000 Penalty: 6143.136719
	Iteration 94Q: 3 clusters Score -2.937332e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237431 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -29373270.000000 Penalty: 6143.136719
	Iteration 95Q: 3 clusters Score -2.937327e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237463 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -29373300.000000 Penalty: 6143.136719
	Iteration 96Q: 3 clusters Score -2.93733e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237496 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -29373304.000000 Penalty: 6143.136719
	Iteration 97Q: 3 clusters Score -2.93733e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237512 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -29373334.000000 Penalty: 6143.136719
	Iteration 98Q: 3 clusters Score -2.937333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237528 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -29373308.000000 Penalty: 6143.136719
	Iteration 99Q: 3 clusters Score -2.937331e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237548 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -29373292.000000 Penalty: 6143.136719
	Iteration 100F: 3 clusters Score -2.937329e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237568 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -29373314.000000 Penalty: 6143.136719
	Iteration 101Q: 3 clusters Score -2.937331e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237585 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -29373288.000000 Penalty: 6143.136719
	Iteration 102Q: 3 clusters Score -2.937329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237603 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -29373290.000000 Penalty: 6143.136719
	Iteration 103Q: 3 clusters Score -2.937329e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237611 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -29373308.000000 Penalty: 6143.136719
	Iteration 104Q: 3 clusters Score -2.937331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237620 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -29373316.000000 Penalty: 6143.136719
	Iteration 105Q: 3 clusters Score -2.937332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237625 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -29373324.000000 Penalty: 6143.136719
	Iteration 106Q: 3 clusters Score -2.937332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237635 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -29373320.000000 Penalty: 6143.136719
	Iteration 107Q: 3 clusters Score -2.937332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237645 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -29373296.000000 Penalty: 6143.136719
	Iteration 108Q: 3 clusters Score -2.93733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237652 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -29373306.000000 Penalty: 6143.136719
	Iteration 109Q: 3 clusters Score -2.937331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237657 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -29373306.000000 Penalty: 6143.136719
	Iteration 110Q: 3 clusters Score -2.937331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237662 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -29373318.000000 Penalty: 6143.136719
	Iteration 111Q: 3 clusters Score -2.937332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237671 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -29373306.000000 Penalty: 6143.136719
	Iteration 112Q: 3 clusters Score -2.937331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237680 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -29373306.000000 Penalty: 6143.136719
	Iteration 113Q: 3 clusters Score -2.937331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237685 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -29373312.000000 Penalty: 6143.136719
	Iteration 114Q: 3 clusters Score -2.937331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237694 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -29373308.000000 Penalty: 6143.136719
	Iteration 115Q: 3 clusters Score -2.937331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237700 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -29373308.000000 Penalty: 6143.136719
	Iteration 116Q: 3 clusters Score -2.937331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237704 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -29373326.000000 Penalty: 6143.136719
	Iteration 117Q: 3 clusters Score -2.937333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237709 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -29373324.000000 Penalty: 6143.136719
	Iteration 118Q: 3 clusters Score -2.937332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237716 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -29373336.000000 Penalty: 6143.136719
	Iteration 119Q: 3 clusters Score -2.937334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237725 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -29373360.000000 Penalty: 6143.136719
	Iteration 120F: 3 clusters Score -2.937336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237732 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -29373346.000000 Penalty: 6143.136719
	Iteration 121Q: 3 clusters Score -2.937335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237736 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -29373338.000000 Penalty: 6143.136719
	Iteration 122Q: 3 clusters Score -2.937334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237742 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -29373344.000000 Penalty: 6143.136719
	Iteration 123Q: 3 clusters Score -2.937334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237750 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -29373350.000000 Penalty: 6143.136719
	Iteration 124Q: 3 clusters Score -2.937335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237754 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -29373320.000000 Penalty: 6143.136719
	Iteration 125Q: 3 clusters Score -2.937332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237766 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -29373332.000000 Penalty: 6143.136719
	Iteration 126Q: 3 clusters Score -2.937333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237776 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -29373334.000000 Penalty: 6143.136719
	Iteration 127Q: 3 clusters Score -2.937333e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237787 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -29373336.000000 Penalty: 6143.136719
	Iteration 128Q: 3 clusters Score -2.937334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237794 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -29373356.000000 Penalty: 6143.136719
	Iteration 129Q: 3 clusters Score -2.937336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237803 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -29373354.000000 Penalty: 6143.136719
	Iteration 130Q: 3 clusters Score -2.937335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237811 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -29373364.000000 Penalty: 6143.136719
	Iteration 131Q: 3 clusters Score -2.937336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237813 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -29373350.000000 Penalty: 6143.136719
	Iteration 132Q: 3 clusters Score -2.937335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237815 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -29373372.000000 Penalty: 6143.136719
	Iteration 133Q: 3 clusters Score -2.937337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237817 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -29373364.000000 Penalty: 6143.136719
	Iteration 134Q: 3 clusters Score -2.937336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237817 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -29373364.000000 Penalty: 6143.136719
	Iteration 135F: 3 clusters Score -2.937336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Entering Unmasked Estep 
Score: -462026.812500 Penalty: 2059.882568
	Iteration 0F: 2 clusters Score -462026.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -458183.687500 Penalty: 4119.765137
	Iteration 0F: 3 clusters Score -458183.7 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -459061.312500 Penalty: 4119.765137
	Iteration 1F: 3 clusters Score -459061.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -459311.281250 Penalty: 4119.765137
	Iteration 2F: 3 clusters Score -459311.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -459537.812500 Penalty: 4119.765137
	Iteration 3F: 3 clusters Score -459537.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -459737.718750 Penalty: 4119.765137
	Iteration 4F: 3 clusters Score -459737.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -459916.968750 Penalty: 4119.765137
	Iteration 5F: 3 clusters Score -459917 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -460073.500000 Penalty: 4119.765137
	Iteration 6Q: 3 clusters Score -460073.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -460245.781250 Penalty: 4119.765137
	Iteration 7Q: 3 clusters Score -460245.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -460382.312500 Penalty: 4119.765137
	Iteration 8Q: 3 clusters Score -460382.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -460458.187500 Penalty: 4119.765137
	Iteration 9Q: 3 clusters Score -460458.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -460496.468750 Penalty: 4119.765137
	Iteration 10Q: 3 clusters Score -460496.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -460515.562500 Penalty: 4119.765137
	Iteration 11Q: 3 clusters Score -460515.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -460533.781250 Penalty: 4119.765137
	Iteration 12Q: 3 clusters Score -460533.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -460544.500000 Penalty: 4119.765137
	Iteration 13Q: 3 clusters Score -460544.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -460554.343750 Penalty: 4119.765137
	Iteration 14Q: 3 clusters Score -460554.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -460562.156250 Penalty: 4119.765137
	Iteration 15Q: 3 clusters Score -460562.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -460567.625000 Penalty: 4119.765137
	Iteration 16Q: 3 clusters Score -460567.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -460570.125000 Penalty: 4119.765137
	Iteration 17Q: 3 clusters Score -460570.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -460572.593750 Penalty: 4119.765137
	Iteration 18Q: 3 clusters Score -460572.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -460574.937500 Penalty: 4119.765137
	Iteration 19Q: 3 clusters Score -460574.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -460577.156250 Penalty: 4119.765137
	Iteration 20F: 3 clusters Score -460577.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -460578.562500 Penalty: 4119.765137
	Iteration 21Q: 3 clusters Score -460578.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -460578.875000 Penalty: 4119.765137
	Iteration 22Q: 3 clusters Score -460578.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -460578.875000 Penalty: 4119.765137
	Iteration 23F: 3 clusters Score -460578.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Entering Unmasked Estep 
Score: -790538.125000 Penalty: 2183.361084
	Iteration 0F: 2 clusters Score -790538.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -784931.375000 Penalty: 4366.722168
	Iteration 0F: 3 clusters Score -784931.4 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -786559.000000 Penalty: 4366.722168
	Iteration 1F: 3 clusters Score -786559 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -786881.812500 Penalty: 4366.722168
	Iteration 2F: 3 clusters Score -786881.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -787104.812500 Penalty: 4366.722168
	Iteration 3F: 3 clusters Score -787104.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -787285.812500 Penalty: 4366.722168
	Iteration 4Q: 3 clusters Score -787285.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -787448.812500 Penalty: 4366.722168
	Iteration 5Q: 3 clusters Score -787448.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -787617.125000 Penalty: 4366.722168
	Iteration 6Q: 3 clusters Score -787617.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -787796.687500 Penalty: 4366.722168
	Iteration 7Q: 3 clusters Score -787796.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -787996.187500 Penalty: 4366.722168
	Iteration 8Q: 3 clusters Score -787996.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -788227.625000 Penalty: 4366.722168
	Iteration 9Q: 3 clusters Score -788227.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -788437.937500 Penalty: 4366.722168
	Iteration 10Q: 3 clusters Score -788437.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -788620.937500 Penalty: 4366.722168
	Iteration 11Q: 3 clusters Score -788620.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -788773.000000 Penalty: 4366.722168
	Iteration 12Q: 3 clusters Score -788773 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -788901.187500 Penalty: 4366.722168
	Iteration 13Q: 3 clusters Score -788901.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -788979.437500 Penalty: 4366.722168
	Iteration 14Q: 3 clusters Score -788979.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -789025.000000 Penalty: 4366.722168
	Iteration 15Q: 3 clusters Score -789025 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -789057.812500 Penalty: 4366.722168
	Iteration 16Q: 3 clusters Score -789057.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -789075.687500 Penalty: 4366.722168
	Iteration 17Q: 3 clusters Score -789075.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -789091.437500 Penalty: 4366.722168
	Iteration 18Q: 3 clusters Score -789091.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -789098.750000 Penalty: 4366.722168
	Iteration 19Q: 3 clusters Score -789098.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -789104.812500 Penalty: 4366.722168
	Iteration 20F: 3 clusters Score -789104.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -789107.062500 Penalty: 4366.722168
	Iteration 21Q: 3 clusters Score -789107.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -789111.250000 Penalty: 4366.722168
	Iteration 22Q: 3 clusters Score -789111.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -789113.750000 Penalty: 4366.722168
	Iteration 23Q: 3 clusters Score -789113.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -789116.937500 Penalty: 4366.722168
	Iteration 24Q: 3 clusters Score -789116.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -789117.125000 Penalty: 4366.722168
	Iteration 25Q: 3 clusters Score -789117.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -789120.937500 Penalty: 4366.722168
	Iteration 26Q: 3 clusters Score -789120.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -789120.625000 Penalty: 4366.722168
	Iteration 27Q: 3 clusters Score -789120.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -789122.875000 Penalty: 4366.722168
	Iteration 28Q: 3 clusters Score -789122.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -789121.687500 Penalty: 4366.722168
	Iteration 29Q: 3 clusters Score -789121.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -789122.312500 Penalty: 4366.722168
	Iteration 30Q: 3 clusters Score -789122.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -789125.187500 Penalty: 4366.722168
	Iteration 31Q: 3 clusters Score -789125.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -789126.500000 Penalty: 4366.722168
	Iteration 32Q: 3 clusters Score -789126.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -789127.625000 Penalty: 4366.722168
	Iteration 33Q: 3 clusters Score -789127.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -789126.625000 Penalty: 4366.722168
	Iteration 34Q: 3 clusters Score -789126.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -789127.375000 Penalty: 4366.722168
	Iteration 35Q: 3 clusters Score -789127.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -789127.375000 Penalty: 4366.722168
	Iteration 36F: 3 clusters Score -789127.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -82466.289062 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -82466.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80720.031250 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -80720.03 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80999.539062 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -80999.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -81095.101562 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -81095.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81171.726562 Penalty: 3306.810547
	Iteration 3Q: 3 clusters Score -81171.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -81229.531250 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -81229.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -81295.281250 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -81295.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -81378.117188 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -81378.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -81497.234375 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -81497.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -81672.687500 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -81672.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -81827.117188 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -81827.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81998.304688 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -81998.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -82222.640625 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -82222.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -82855.906250 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -82855.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83242.078125 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -83242.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -83367.125000 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -83367.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -83555.468750 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -83555.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -83681.156250 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -83681.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83745.500000 Penalty: 3306.810547
	Iteration 17Q: 3 clusters Score -83745.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83802.070312 Penalty: 3306.810547
	Iteration 18Q: 3 clusters Score -83802.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -83802.070312 Penalty: 3306.810547
	Iteration 19F: 3 clusters Score -83802.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57102 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24359 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239272 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159966 members 
Mstep: Class 12 contains 68007 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197119 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196078 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51156 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44863 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Mstep: Class 35 contains 350 members 
Entering Unmasked Estep 
Score: -148074608.000000 Penalty: 121824.687500
Splitting cluster 9 changes total score from -148075408.000000 to -148074608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -573896.375000 Penalty: 2112.511719
	Iteration 0F: 2 clusters Score -573896.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -569445.000000 Penalty: 4225.023438
	Iteration 0F: 3 clusters Score -569445 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -570503.312500 Penalty: 4225.023438
	Iteration 1F: 3 clusters Score -570503.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -570767.500000 Penalty: 4225.023438
	Iteration 2F: 3 clusters Score -570767.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -570977.625000 Penalty: 4225.023438
	Iteration 3F: 3 clusters Score -570977.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -571183.375000 Penalty: 4225.023438
	Iteration 4F: 3 clusters Score -571183.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -571391.562500 Penalty: 4225.023438
	Iteration 5F: 3 clusters Score -571391.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -571575.000000 Penalty: 4225.023438
	Iteration 6Q: 3 clusters Score -571575 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -571738.312500 Penalty: 4225.023438
	Iteration 7Q: 3 clusters Score -571738.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -571872.500000 Penalty: 4225.023438
	Iteration 8Q: 3 clusters Score -571872.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -571977.937500 Penalty: 4225.023438
	Iteration 9Q: 3 clusters Score -571977.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -572064.000000 Penalty: 4225.023438
	Iteration 10Q: 3 clusters Score -572064 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -572136.750000 Penalty: 4225.023438
	Iteration 11Q: 3 clusters Score -572136.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -572204.562500 Penalty: 4225.023438
	Iteration 12Q: 3 clusters Score -572204.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -572256.687500 Penalty: 4225.023438
	Iteration 13Q: 3 clusters Score -572256.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -572308.312500 Penalty: 4225.023438
	Iteration 14Q: 3 clusters Score -572308.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -572349.187500 Penalty: 4225.023438
	Iteration 15Q: 3 clusters Score -572349.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -572382.812500 Penalty: 4225.023438
	Iteration 16Q: 3 clusters Score -572382.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -572413.875000 Penalty: 4225.023438
	Iteration 17Q: 3 clusters Score -572413.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -572440.250000 Penalty: 4225.023438
	Iteration 18Q: 3 clusters Score -572440.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -572469.187500 Penalty: 4225.023438
	Iteration 19Q: 3 clusters Score -572469.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -572489.750000 Penalty: 4225.023438
	Iteration 20F: 3 clusters Score -572489.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -572510.125000 Penalty: 4225.023438
	Iteration 21Q: 3 clusters Score -572510.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -572529.937500 Penalty: 4225.023438
	Iteration 22Q: 3 clusters Score -572529.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -572543.187500 Penalty: 4225.023438
	Iteration 23Q: 3 clusters Score -572543.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -572552.750000 Penalty: 4225.023438
	Iteration 24Q: 3 clusters Score -572552.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -572558.000000 Penalty: 4225.023438
	Iteration 25Q: 3 clusters Score -572558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -572563.437500 Penalty: 4225.023438
	Iteration 26Q: 3 clusters Score -572563.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -572572.375000 Penalty: 4225.023438
	Iteration 27Q: 3 clusters Score -572572.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -572578.500000 Penalty: 4225.023438
	Iteration 28Q: 3 clusters Score -572578.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -572581.000000 Penalty: 4225.023438
	Iteration 29Q: 3 clusters Score -572581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -572582.875000 Penalty: 4225.023438
	Iteration 30Q: 3 clusters Score -572582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -572585.187500 Penalty: 4225.023438
	Iteration 31Q: 3 clusters Score -572585.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -572587.437500 Penalty: 4225.023438
	Iteration 32Q: 3 clusters Score -572587.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -572589.750000 Penalty: 4225.023438
	Iteration 33Q: 3 clusters Score -572589.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -572590.937500 Penalty: 4225.023438
	Iteration 34Q: 3 clusters Score -572590.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -572592.000000 Penalty: 4225.023438
	Iteration 35Q: 3 clusters Score -572592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -572593.250000 Penalty: 4225.023438
	Iteration 36Q: 3 clusters Score -572593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -572593.125000 Penalty: 4225.023438
	Iteration 37Q: 3 clusters Score -572593.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -572594.625000 Penalty: 4225.023438
	Iteration 38Q: 3 clusters Score -572594.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -572595.500000 Penalty: 4225.023438
	Iteration 39Q: 3 clusters Score -572595.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -572595.187500 Penalty: 4225.023438
	Iteration 40F: 3 clusters Score -572595.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159966 members 
Entering Unmasked Estep 
Score: -19509644.000000 Penalty: 2971.713623
	Iteration 0F: 2 clusters Score -1.950964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79820 members 
Mstep: Class 2 contains 80146 members 
Entering Unmasked Estep 
Score: -19402756.000000 Penalty: 5943.427246
	Iteration 0F: 3 clusters Score -1.940276e+07 nChanged 76906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77652 members 
Mstep: Class 2 contains 82314 members 
Entering Unmasked Estep 
Score: -19448170.000000 Penalty: 5943.427246
	Iteration 1F: 3 clusters Score -1.944817e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 83840 members 
Entering Unmasked Estep 
Score: -19450094.000000 Penalty: 5943.427246
	Iteration 2Q: 3 clusters Score -1.945009e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73909 members 
Mstep: Class 2 contains 86057 members 
Entering Unmasked Estep 
Score: -19452480.000000 Penalty: 5943.427246
	Iteration 3Q: 3 clusters Score -1.945248e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70902 members 
Mstep: Class 2 contains 89064 members 
Entering Unmasked Estep 
Score: -19455888.000000 Penalty: 5943.427246
	Iteration 4Q: 3 clusters Score -1.945589e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67109 members 
Mstep: Class 2 contains 92857 members 
Entering Unmasked Estep 
Score: -19460510.000000 Penalty: 5943.427246
	Iteration 5F: 3 clusters Score -1.946051e+07 nChanged 9461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62832 members 
Mstep: Class 2 contains 97134 members 
Entering Unmasked Estep 
Score: -19466336.000000 Penalty: 5943.427246
	Iteration 6F: 3 clusters Score -1.946634e+07 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 101343 members 
Entering Unmasked Estep 
Score: -19473148.000000 Penalty: 5943.427246
	Iteration 7F: 3 clusters Score -1.947315e+07 nChanged 9802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 104861 members 
Entering Unmasked Estep 
Score: -19480048.000000 Penalty: 5943.427246
	Iteration 8F: 3 clusters Score -1.948005e+07 nChanged 8380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 107395 members 
Entering Unmasked Estep 
Score: -19484852.000000 Penalty: 5943.427246
	Iteration 9F: 3 clusters Score -1.948485e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50717 members 
Mstep: Class 2 contains 109249 members 
Entering Unmasked Estep 
Score: -19487172.000000 Penalty: 5943.427246
	Iteration 10Q: 3 clusters Score -1.948717e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 111073 members 
Entering Unmasked Estep 
Score: -19488170.000000 Penalty: 5943.427246
	Iteration 11Q: 3 clusters Score -1.948817e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 112940 members 
Entering Unmasked Estep 
Score: -19488844.000000 Penalty: 5943.427246
	Iteration 12Q: 3 clusters Score -1.948884e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 114958 members 
Entering Unmasked Estep 
Score: -19489574.000000 Penalty: 5943.427246
	Iteration 13Q: 3 clusters Score -1.948957e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 117025 members 
Entering Unmasked Estep 
Score: -19490202.000000 Penalty: 5943.427246
	Iteration 14Q: 3 clusters Score -1.94902e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 119208 members 
Entering Unmasked Estep 
Score: -19490860.000000 Penalty: 5943.427246
	Iteration 15Q: 3 clusters Score -1.949086e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 121389 members 
Entering Unmasked Estep 
Score: -19491626.000000 Penalty: 5943.427246
	Iteration 16Q: 3 clusters Score -1.949163e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 123603 members 
Entering Unmasked Estep 
Score: -19492414.000000 Penalty: 5943.427246
	Iteration 17Q: 3 clusters Score -1.949241e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 125900 members 
Entering Unmasked Estep 
Score: -19493312.000000 Penalty: 5943.427246
	Iteration 18Q: 3 clusters Score -1.949331e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 128228 members 
Entering Unmasked Estep 
Score: -19494300.000000 Penalty: 5943.427246
	Iteration 19Q: 3 clusters Score -1.94943e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 130491 members 
Entering Unmasked Estep 
Score: -19495200.000000 Penalty: 5943.427246
	Iteration 20F: 3 clusters Score -1.94952e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 132730 members 
Entering Unmasked Estep 
Score: -19496274.000000 Penalty: 5943.427246
	Iteration 21Q: 3 clusters Score -1.949627e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 134966 members 
Entering Unmasked Estep 
Score: -19497298.000000 Penalty: 5943.427246
	Iteration 22Q: 3 clusters Score -1.94973e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 137142 members 
Entering Unmasked Estep 
Score: -19498284.000000 Penalty: 5943.427246
	Iteration 23Q: 3 clusters Score -1.949828e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 139167 members 
Entering Unmasked Estep 
Score: -19499314.000000 Penalty: 5943.427246
	Iteration 24Q: 3 clusters Score -1.949931e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 141056 members 
Entering Unmasked Estep 
Score: -19500192.000000 Penalty: 5943.427246
	Iteration 25Q: 3 clusters Score -1.950019e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 142874 members 
Entering Unmasked Estep 
Score: -19500958.000000 Penalty: 5943.427246
	Iteration 26Q: 3 clusters Score -1.950096e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 144558 members 
Entering Unmasked Estep 
Score: -19501836.000000 Penalty: 5943.427246
	Iteration 27Q: 3 clusters Score -1.950184e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 146090 members 
Entering Unmasked Estep 
Score: -19502570.000000 Penalty: 5943.427246
	Iteration 28Q: 3 clusters Score -1.950257e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 147452 members 
Entering Unmasked Estep 
Score: -19503290.000000 Penalty: 5943.427246
	Iteration 29Q: 3 clusters Score -1.950329e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 148681 members 
Entering Unmasked Estep 
Score: -19503938.000000 Penalty: 5943.427246
	Iteration 30Q: 3 clusters Score -1.950394e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 149772 members 
Entering Unmasked Estep 
Score: -19504382.000000 Penalty: 5943.427246
	Iteration 31Q: 3 clusters Score -1.950438e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 150674 members 
Entering Unmasked Estep 
Score: -19504740.000000 Penalty: 5943.427246
	Iteration 32Q: 3 clusters Score -1.950474e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 151503 members 
Entering Unmasked Estep 
Score: -19505056.000000 Penalty: 5943.427246
	Iteration 33Q: 3 clusters Score -1.950506e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 152291 members 
Entering Unmasked Estep 
Score: -19505352.000000 Penalty: 5943.427246
	Iteration 34Q: 3 clusters Score -1.950535e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 153021 members 
Entering Unmasked Estep 
Score: -19505666.000000 Penalty: 5943.427246
	Iteration 35Q: 3 clusters Score -1.950567e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 153641 members 
Entering Unmasked Estep 
Score: -19505876.000000 Penalty: 5943.427246
	Iteration 36Q: 3 clusters Score -1.950588e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 154146 members 
Entering Unmasked Estep 
Score: -19506086.000000 Penalty: 5943.427246
	Iteration 37Q: 3 clusters Score -1.950609e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 154603 members 
Entering Unmasked Estep 
Score: -19506290.000000 Penalty: 5943.427246
	Iteration 38Q: 3 clusters Score -1.950629e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 154982 members 
Entering Unmasked Estep 
Score: -19506396.000000 Penalty: 5943.427246
	Iteration 39Q: 3 clusters Score -1.95064e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 155316 members 
Entering Unmasked Estep 
Score: -19506578.000000 Penalty: 5943.427246
	Iteration 40F: 3 clusters Score -1.950658e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 155601 members 
Entering Unmasked Estep 
Score: -19506704.000000 Penalty: 5943.427246
	Iteration 41Q: 3 clusters Score -1.95067e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 155836 members 
Entering Unmasked Estep 
Score: -19506732.000000 Penalty: 5943.427246
	Iteration 42Q: 3 clusters Score -1.950673e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 156043 members 
Entering Unmasked Estep 
Score: -19506788.000000 Penalty: 5943.427246
	Iteration 43Q: 3 clusters Score -1.950679e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 156227 members 
Entering Unmasked Estep 
Score: -19506872.000000 Penalty: 5943.427246
	Iteration 44Q: 3 clusters Score -1.950687e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 156398 members 
Entering Unmasked Estep 
Score: -19506884.000000 Penalty: 5943.427246
	Iteration 45Q: 3 clusters Score -1.950688e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 156553 members 
Entering Unmasked Estep 
Score: -19506934.000000 Penalty: 5943.427246
	Iteration 46Q: 3 clusters Score -1.950693e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 156695 members 
Entering Unmasked Estep 
Score: -19506994.000000 Penalty: 5943.427246
	Iteration 47Q: 3 clusters Score -1.950699e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 156836 members 
Entering Unmasked Estep 
Score: -19507098.000000 Penalty: 5943.427246
	Iteration 48Q: 3 clusters Score -1.95071e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 156958 members 
Entering Unmasked Estep 
Score: -19507128.000000 Penalty: 5943.427246
	Iteration 49Q: 3 clusters Score -1.950713e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 157060 members 
Entering Unmasked Estep 
Score: -19507166.000000 Penalty: 5943.427246
	Iteration 50Q: 3 clusters Score -1.950717e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 157151 members 
Entering Unmasked Estep 
Score: -19507146.000000 Penalty: 5943.427246
	Iteration 51Q: 3 clusters Score -1.950715e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 157230 members 
Entering Unmasked Estep 
Score: -19507170.000000 Penalty: 5943.427246
	Iteration 52Q: 3 clusters Score -1.950717e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 157302 members 
Entering Unmasked Estep 
Score: -19507206.000000 Penalty: 5943.427246
	Iteration 53Q: 3 clusters Score -1.950721e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 157362 members 
Entering Unmasked Estep 
Score: -19507234.000000 Penalty: 5943.427246
	Iteration 54Q: 3 clusters Score -1.950723e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 157415 members 
Entering Unmasked Estep 
Score: -19507216.000000 Penalty: 5943.427246
	Iteration 55Q: 3 clusters Score -1.950722e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 157460 members 
Entering Unmasked Estep 
Score: -19507240.000000 Penalty: 5943.427246
	Iteration 56Q: 3 clusters Score -1.950724e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 157508 members 
Entering Unmasked Estep 
Score: -19507238.000000 Penalty: 5943.427246
	Iteration 57Q: 3 clusters Score -1.950724e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 157563 members 
Entering Unmasked Estep 
Score: -19507242.000000 Penalty: 5943.427246
	Iteration 58Q: 3 clusters Score -1.950724e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 157609 members 
Entering Unmasked Estep 
Score: -19507292.000000 Penalty: 5943.427246
	Iteration 59Q: 3 clusters Score -1.950729e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 157648 members 
Entering Unmasked Estep 
Score: -19507318.000000 Penalty: 5943.427246
	Iteration 60F: 3 clusters Score -1.950732e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 157680 members 
Entering Unmasked Estep 
Score: -19507298.000000 Penalty: 5943.427246
	Iteration 61Q: 3 clusters Score -1.95073e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 157700 members 
Entering Unmasked Estep 
Score: -19507288.000000 Penalty: 5943.427246
	Iteration 62Q: 3 clusters Score -1.950729e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 157733 members 
Entering Unmasked Estep 
Score: -19507296.000000 Penalty: 5943.427246
	Iteration 63Q: 3 clusters Score -1.95073e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 157760 members 
Entering Unmasked Estep 
Score: -19507310.000000 Penalty: 5943.427246
	Iteration 64Q: 3 clusters Score -1.950731e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 157782 members 
Entering Unmasked Estep 
Score: -19507322.000000 Penalty: 5943.427246
	Iteration 65Q: 3 clusters Score -1.950732e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 157800 members 
Entering Unmasked Estep 
Score: -19507304.000000 Penalty: 5943.427246
	Iteration 66Q: 3 clusters Score -1.95073e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 157812 members 
Entering Unmasked Estep 
Score: -19507320.000000 Penalty: 5943.427246
	Iteration 67Q: 3 clusters Score -1.950732e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 157831 members 
Entering Unmasked Estep 
Score: -19507320.000000 Penalty: 5943.427246
	Iteration 68Q: 3 clusters Score -1.950732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 157845 members 
Entering Unmasked Estep 
Score: -19507324.000000 Penalty: 5943.427246
	Iteration 69Q: 3 clusters Score -1.950732e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 157858 members 
Entering Unmasked Estep 
Score: -19507350.000000 Penalty: 5943.427246
	Iteration 70Q: 3 clusters Score -1.950735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 157865 members 
Entering Unmasked Estep 
Score: -19507336.000000 Penalty: 5943.427246
	Iteration 71Q: 3 clusters Score -1.950734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 157873 members 
Entering Unmasked Estep 
Score: -19507340.000000 Penalty: 5943.427246
	Iteration 72Q: 3 clusters Score -1.950734e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 157883 members 
Entering Unmasked Estep 
Score: -19507328.000000 Penalty: 5943.427246
	Iteration 73Q: 3 clusters Score -1.950733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 157886 members 
Entering Unmasked Estep 
Score: -19507318.000000 Penalty: 5943.427246
	Iteration 74Q: 3 clusters Score -1.950732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 157887 members 
Entering Unmasked Estep 
Score: -19507322.000000 Penalty: 5943.427246
	Iteration 75Q: 3 clusters Score -1.950732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 157889 members 
Entering Unmasked Estep 
Score: -19507336.000000 Penalty: 5943.427246
	Iteration 76Q: 3 clusters Score -1.950734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 157891 members 
Entering Unmasked Estep 
Score: -19507330.000000 Penalty: 5943.427246
	Iteration 77Q: 3 clusters Score -1.950733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 157896 members 
Entering Unmasked Estep 
Score: -19507328.000000 Penalty: 5943.427246
	Iteration 78Q: 3 clusters Score -1.950733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 157902 members 
Entering Unmasked Estep 
Score: -19507342.000000 Penalty: 5943.427246
	Iteration 79Q: 3 clusters Score -1.950734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 157905 members 
Entering Unmasked Estep 
Score: -19507336.000000 Penalty: 5943.427246
	Iteration 80F: 3 clusters Score -1.950734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 157909 members 
Entering Unmasked Estep 
Score: -19507352.000000 Penalty: 5943.427246
	Iteration 81Q: 3 clusters Score -1.950735e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 157910 members 
Entering Unmasked Estep 
Score: -19507348.000000 Penalty: 5943.427246
	Iteration 82Q: 3 clusters Score -1.950735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 157912 members 
Entering Unmasked Estep 
Score: -19507348.000000 Penalty: 5943.427246
	Iteration 83Q: 3 clusters Score -1.950735e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 157915 members 
Entering Unmasked Estep 
Score: -19507344.000000 Penalty: 5943.427246
	Iteration 84Q: 3 clusters Score -1.950734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 157919 members 
Entering Unmasked Estep 
Score: -19507358.000000 Penalty: 5943.427246
	Iteration 85Q: 3 clusters Score -1.950736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 157924 members 
Entering Unmasked Estep 
Score: -19507360.000000 Penalty: 5943.427246
	Iteration 86Q: 3 clusters Score -1.950736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -19507366.000000 Penalty: 5943.427246
	Iteration 87Q: 3 clusters Score -1.950737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 157931 members 
Entering Unmasked Estep 
Score: -19507372.000000 Penalty: 5943.427246
	Iteration 88Q: 3 clusters Score -1.950737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 157932 members 
Entering Unmasked Estep 
Score: -19507364.000000 Penalty: 5943.427246
	Iteration 89Q: 3 clusters Score -1.950736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 157934 members 
Entering Unmasked Estep 
Score: -19507362.000000 Penalty: 5943.427246
	Iteration 90Q: 3 clusters Score -1.950736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 157937 members 
Entering Unmasked Estep 
Score: -19507372.000000 Penalty: 5943.427246
	Iteration 91Q: 3 clusters Score -1.950737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 157939 members 
Entering Unmasked Estep 
Score: -19507366.000000 Penalty: 5943.427246
	Iteration 92Q: 3 clusters Score -1.950737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 157939 members 
Entering Unmasked Estep 
Score: -19507366.000000 Penalty: 5943.427246
	Iteration 93F: 3 clusters Score -1.950737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68007 members 
Entering Unmasked Estep 
Score: -7773771.000000 Penalty: 2759.586670
	Iteration 0F: 2 clusters Score -7773771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -7728093.500000 Penalty: 5519.173340
	Iteration 0F: 3 clusters Score -7728094 nChanged 31854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -7746864.500000 Penalty: 5519.173340
	Iteration 1F: 3 clusters Score -7746864 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -7748166.000000 Penalty: 5519.173340
	Iteration 2Q: 3 clusters Score -7748166 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -7749634.000000 Penalty: 5519.173340
	Iteration 3Q: 3 clusters Score -7749634 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -7751297.500000 Penalty: 5519.173340
	Iteration 4F: 3 clusters Score -7751298 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -7753023.000000 Penalty: 5519.173340
	Iteration 5F: 3 clusters Score -7753023 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -7754597.000000 Penalty: 5519.173340
	Iteration 6F: 3 clusters Score -7754597 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -7756074.500000 Penalty: 5519.173340
	Iteration 7Q: 3 clusters Score -7756074 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -7757390.500000 Penalty: 5519.173340
	Iteration 8Q: 3 clusters Score -7757390 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -7758645.000000 Penalty: 5519.173340
	Iteration 9Q: 3 clusters Score -7758645 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -7759910.500000 Penalty: 5519.173340
	Iteration 10Q: 3 clusters Score -7759910 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -7761041.000000 Penalty: 5519.173340
	Iteration 11Q: 3 clusters Score -7761041 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -7762152.500000 Penalty: 5519.173340
	Iteration 12Q: 3 clusters Score -7762152 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -7763169.000000 Penalty: 5519.173340
	Iteration 13Q: 3 clusters Score -7763169 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -7764049.500000 Penalty: 5519.173340
	Iteration 14Q: 3 clusters Score -7764050 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -7764811.000000 Penalty: 5519.173340
	Iteration 15Q: 3 clusters Score -7764811 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -7765448.000000 Penalty: 5519.173340
	Iteration 16Q: 3 clusters Score -7765448 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -7766039.500000 Penalty: 5519.173340
	Iteration 17Q: 3 clusters Score -7766040 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -7766554.000000 Penalty: 5519.173340
	Iteration 18Q: 3 clusters Score -7766554 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -7766951.500000 Penalty: 5519.173340
	Iteration 19Q: 3 clusters Score -7766952 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -7767240.500000 Penalty: 5519.173340
	Iteration 20F: 3 clusters Score -7767240 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -7767428.000000 Penalty: 5519.173340
	Iteration 21Q: 3 clusters Score -7767428 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -7767584.000000 Penalty: 5519.173340
	Iteration 22Q: 3 clusters Score -7767584 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -7767681.000000 Penalty: 5519.173340
	Iteration 23Q: 3 clusters Score -7767681 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -7767746.000000 Penalty: 5519.173340
	Iteration 24Q: 3 clusters Score -7767746 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -7767790.000000 Penalty: 5519.173340
	Iteration 25Q: 3 clusters Score -7767790 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -7767837.500000 Penalty: 5519.173340
	Iteration 26Q: 3 clusters Score -7767838 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -7767883.000000 Penalty: 5519.173340
	Iteration 27Q: 3 clusters Score -7767883 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -7767899.500000 Penalty: 5519.173340
	Iteration 28Q: 3 clusters Score -7767900 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -7767959.500000 Penalty: 5519.173340
	Iteration 29Q: 3 clusters Score -7767960 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -7767966.000000 Penalty: 5519.173340
	Iteration 30Q: 3 clusters Score -7767966 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -7767979.500000 Penalty: 5519.173340
	Iteration 31Q: 3 clusters Score -7767980 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -7768002.000000 Penalty: 5519.173340
	Iteration 32Q: 3 clusters Score -7768002 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -7768076.000000 Penalty: 5519.173340
	Iteration 33Q: 3 clusters Score -7768076 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -7768124.000000 Penalty: 5519.173340
	Iteration 34Q: 3 clusters Score -7768124 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -7768193.500000 Penalty: 5519.173340
	Iteration 35Q: 3 clusters Score -7768194 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -7768237.500000 Penalty: 5519.173340
	Iteration 36Q: 3 clusters Score -7768238 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -7768284.000000 Penalty: 5519.173340
	Iteration 37Q: 3 clusters Score -7768284 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -7768348.000000 Penalty: 5519.173340
	Iteration 38Q: 3 clusters Score -7768348 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -7768459.000000 Penalty: 5519.173340
	Iteration 39Q: 3 clusters Score -7768459 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -7768531.000000 Penalty: 5519.173340
	Iteration 40F: 3 clusters Score -7768531 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -7768618.000000 Penalty: 5519.173340
	Iteration 41Q: 3 clusters Score -7768618 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -7768717.500000 Penalty: 5519.173340
	Iteration 42Q: 3 clusters Score -7768718 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -7768848.000000 Penalty: 5519.173340
	Iteration 43Q: 3 clusters Score -7768848 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -7769032.000000 Penalty: 5519.173340
	Iteration 44Q: 3 clusters Score -7769032 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -7769149.500000 Penalty: 5519.173340
	Iteration 45Q: 3 clusters Score -7769150 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -7769292.000000 Penalty: 5519.173340
	Iteration 46Q: 3 clusters Score -7769292 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -7769415.000000 Penalty: 5519.173340
	Iteration 47Q: 3 clusters Score -7769415 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -7769567.000000 Penalty: 5519.173340
	Iteration 48Q: 3 clusters Score -7769567 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -7769681.000000 Penalty: 5519.173340
	Iteration 49Q: 3 clusters Score -7769681 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -7769838.000000 Penalty: 5519.173340
	Iteration 50Q: 3 clusters Score -7769838 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -7769977.000000 Penalty: 5519.173340
	Iteration 51Q: 3 clusters Score -7769977 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -7770086.000000 Penalty: 5519.173340
	Iteration 52Q: 3 clusters Score -7770086 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -7770269.000000 Penalty: 5519.173340
	Iteration 53Q: 3 clusters Score -7770269 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -7770351.500000 Penalty: 5519.173340
	Iteration 54Q: 3 clusters Score -7770352 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -7770425.500000 Penalty: 5519.173340
	Iteration 55Q: 3 clusters Score -7770426 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55339 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -7770503.000000 Penalty: 5519.173340
	Iteration 56Q: 3 clusters Score -7770503 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -7770603.500000 Penalty: 5519.173340
	Iteration 57Q: 3 clusters Score -7770604 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -7770669.500000 Penalty: 5519.173340
	Iteration 58Q: 3 clusters Score -7770670 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -7770759.500000 Penalty: 5519.173340
	Iteration 59Q: 3 clusters Score -7770760 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -7770837.000000 Penalty: 5519.173340
	Iteration 60F: 3 clusters Score -7770837 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57033 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -7770905.000000 Penalty: 5519.173340
	Iteration 61Q: 3 clusters Score -7770905 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -7771023.000000 Penalty: 5519.173340
	Iteration 62Q: 3 clusters Score -7771023 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -7771111.500000 Penalty: 5519.173340
	Iteration 63Q: 3 clusters Score -7771112 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -7771187.000000 Penalty: 5519.173340
	Iteration 64Q: 3 clusters Score -7771187 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58361 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -7771289.500000 Penalty: 5519.173340
	Iteration 65Q: 3 clusters Score -7771290 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -7771369.500000 Penalty: 5519.173340
	Iteration 66Q: 3 clusters Score -7771370 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -7771466.500000 Penalty: 5519.173340
	Iteration 67Q: 3 clusters Score -7771466 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59357 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -7771543.500000 Penalty: 5519.173340
	Iteration 68Q: 3 clusters Score -7771544 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -7771635.500000 Penalty: 5519.173340
	Iteration 69Q: 3 clusters Score -7771636 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -7771722.500000 Penalty: 5519.173340
	Iteration 70Q: 3 clusters Score -7771722 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -7771843.500000 Penalty: 5519.173340
	Iteration 71Q: 3 clusters Score -7771844 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60616 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -7771935.000000 Penalty: 5519.173340
	Iteration 72Q: 3 clusters Score -7771935 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60910 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -7772092.000000 Penalty: 5519.173340
	Iteration 73Q: 3 clusters Score -7772092 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61243 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -7772294.500000 Penalty: 5519.173340
	Iteration 74Q: 3 clusters Score -7772294 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -7772543.500000 Penalty: 5519.173340
	Iteration 75Q: 3 clusters Score -7772544 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -7772703.000000 Penalty: 5519.173340
	Iteration 76Q: 3 clusters Score -7772703 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -7772775.000000 Penalty: 5519.173340
	Iteration 77Q: 3 clusters Score -7772775 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62385 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -7772873.500000 Penalty: 5519.173340
	Iteration 78Q: 3 clusters Score -7772874 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62646 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -7772989.500000 Penalty: 5519.173340
	Iteration 79Q: 3 clusters Score -7772990 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -7773080.500000 Penalty: 5519.173340
	Iteration 80F: 3 clusters Score -7773080 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -7773131.000000 Penalty: 5519.173340
	Iteration 81Q: 3 clusters Score -7773131 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63283 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -7773174.000000 Penalty: 5519.173340
	Iteration 82Q: 3 clusters Score -7773174 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -7773204.500000 Penalty: 5519.173340
	Iteration 83Q: 3 clusters Score -7773204 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -7773245.500000 Penalty: 5519.173340
	Iteration 84Q: 3 clusters Score -7773246 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63732 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -7773294.500000 Penalty: 5519.173340
	Iteration 85Q: 3 clusters Score -7773294 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63837 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -7773303.500000 Penalty: 5519.173340
	Iteration 86Q: 3 clusters Score -7773304 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63946 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -7773334.500000 Penalty: 5519.173340
	Iteration 87Q: 3 clusters Score -7773334 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64038 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -7773333.500000 Penalty: 5519.173340
	Iteration 88Q: 3 clusters Score -7773334 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -7773337.000000 Penalty: 5519.173340
	Iteration 89Q: 3 clusters Score -7773337 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -7773360.000000 Penalty: 5519.173340
	Iteration 90Q: 3 clusters Score -7773360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64230 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -7773386.500000 Penalty: 5519.173340
	Iteration 91Q: 3 clusters Score -7773386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64277 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -7773397.500000 Penalty: 5519.173340
	Iteration 92Q: 3 clusters Score -7773398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -7773424.000000 Penalty: 5519.173340
	Iteration 93Q: 3 clusters Score -7773424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64392 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -7773416.500000 Penalty: 5519.173340
	Iteration 94Q: 3 clusters Score -7773416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64435 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7773432.000000 Penalty: 5519.173340
	Iteration 95Q: 3 clusters Score -7773432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64468 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -7773432.000000 Penalty: 5519.173340
	Iteration 96Q: 3 clusters Score -7773432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -7773439.000000 Penalty: 5519.173340
	Iteration 97Q: 3 clusters Score -7773439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64509 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -7773429.500000 Penalty: 5519.173340
	Iteration 98Q: 3 clusters Score -7773430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -7773434.000000 Penalty: 5519.173340
	Iteration 99Q: 3 clusters Score -7773434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64541 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -7773440.000000 Penalty: 5519.173340
	Iteration 100F: 3 clusters Score -7773440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64548 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -7773435.500000 Penalty: 5519.173340
	Iteration 101Q: 3 clusters Score -7773436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64560 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -7773444.000000 Penalty: 5519.173340
	Iteration 102Q: 3 clusters Score -7773444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64572 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -7773451.500000 Penalty: 5519.173340
	Iteration 103Q: 3 clusters Score -7773452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64587 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -7773459.000000 Penalty: 5519.173340
	Iteration 104Q: 3 clusters Score -7773459 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64601 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -7773462.500000 Penalty: 5519.173340
	Iteration 105Q: 3 clusters Score -7773462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -7773456.000000 Penalty: 5519.173340
	Iteration 106Q: 3 clusters Score -7773456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -7773456.500000 Penalty: 5519.173340
	Iteration 107Q: 3 clusters Score -7773456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64654 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -7773452.500000 Penalty: 5519.173340
	Iteration 108Q: 3 clusters Score -7773452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64673 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -7773460.000000 Penalty: 5519.173340
	Iteration 109Q: 3 clusters Score -7773460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64686 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -7773460.500000 Penalty: 5519.173340
	Iteration 110Q: 3 clusters Score -7773460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64696 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -7773459.000000 Penalty: 5519.173340
	Iteration 111Q: 3 clusters Score -7773459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -7773469.000000 Penalty: 5519.173340
	Iteration 112Q: 3 clusters Score -7773469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64715 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -7773481.000000 Penalty: 5519.173340
	Iteration 113Q: 3 clusters Score -7773481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64716 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -7773476.500000 Penalty: 5519.173340
	Iteration 114Q: 3 clusters Score -7773476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64716 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -7773479.500000 Penalty: 5519.173340
	Iteration 115Q: 3 clusters Score -7773480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -7773476.000000 Penalty: 5519.173340
	Iteration 116Q: 3 clusters Score -7773476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -7773484.500000 Penalty: 5519.173340
	Iteration 117Q: 3 clusters Score -7773484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64724 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -7773482.000000 Penalty: 5519.173340
	Iteration 118Q: 3 clusters Score -7773482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -7773485.500000 Penalty: 5519.173340
	Iteration 119Q: 3 clusters Score -7773486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -7773485.500000 Penalty: 5519.173340
	Iteration 120F: 3 clusters Score -7773486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -32155.707031 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -32155.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30877.822266 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -30877.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30980.300781 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -30980.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31017.410156 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -31017.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31040.867188 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -31040.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -31071.119141 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -31071.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31090.431641 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -31090.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31110.777344 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -31110.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31130.238281 Penalty: 2877.850586
	Iteration 7Q: 3 clusters Score -31130.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31144.390625 Penalty: 2877.850586
	Iteration 8Q: 3 clusters Score -31144.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31152.095703 Penalty: 2877.850586
	Iteration 9Q: 3 clusters Score -31152.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31152.095703 Penalty: 2877.850586
	Iteration 10F: 3 clusters Score -31152.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -476374.406250 Penalty: 2076.469482
	Iteration 0F: 2 clusters Score -476374.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -472330.437500 Penalty: 4152.938965
	Iteration 0F: 3 clusters Score -472330.4 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -473632.593750 Penalty: 4152.938965
	Iteration 1F: 3 clusters Score -473632.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -474235.125000 Penalty: 4152.938965
	Iteration 2F: 3 clusters Score -474235.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -474722.781250 Penalty: 4152.938965
	Iteration 3F: 3 clusters Score -474722.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -475078.812500 Penalty: 4152.938965
	Iteration 4F: 3 clusters Score -475078.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -475375.343750 Penalty: 4152.938965
	Iteration 5F: 3 clusters Score -475375.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -475644.125000 Penalty: 4152.938965
	Iteration 6Q: 3 clusters Score -475644.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -475816.781250 Penalty: 4152.938965
	Iteration 7Q: 3 clusters Score -475816.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -475906.625000 Penalty: 4152.938965
	Iteration 8Q: 3 clusters Score -475906.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -475967.187500 Penalty: 4152.938965
	Iteration 9Q: 3 clusters Score -475967.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -476012.875000 Penalty: 4152.938965
	Iteration 10Q: 3 clusters Score -476012.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -476041.500000 Penalty: 4152.938965
	Iteration 11Q: 3 clusters Score -476041.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -476059.062500 Penalty: 4152.938965
	Iteration 12Q: 3 clusters Score -476059.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -476068.500000 Penalty: 4152.938965
	Iteration 13Q: 3 clusters Score -476068.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -476072.468750 Penalty: 4152.938965
	Iteration 14Q: 3 clusters Score -476072.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -476073.781250 Penalty: 4152.938965
	Iteration 15Q: 3 clusters Score -476073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -476074.531250 Penalty: 4152.938965
	Iteration 16Q: 3 clusters Score -476074.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -476075.031250 Penalty: 4152.938965
	Iteration 17Q: 3 clusters Score -476075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -476075.750000 Penalty: 4152.938965
	Iteration 18F: 3 clusters Score -476075.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -476078.781250 Penalty: 4152.938965
	Iteration 19Q: 3 clusters Score -476078.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -476082.437500 Penalty: 4152.938965
	Iteration 20F: 3 clusters Score -476082.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -476083.031250 Penalty: 4152.938965
	Iteration 21Q: 3 clusters Score -476083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -476084.406250 Penalty: 4152.938965
	Iteration 22Q: 3 clusters Score -476084.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -476085.156250 Penalty: 4152.938965
	Iteration 23Q: 3 clusters Score -476085.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -476087.156250 Penalty: 4152.938965
	Iteration 24Q: 3 clusters Score -476087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -476087.093750 Penalty: 4152.938965
	Iteration 25Q: 3 clusters Score -476087.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -476087.937500 Penalty: 4152.938965
	Iteration 26Q: 3 clusters Score -476087.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -476087.937500 Penalty: 4152.938965
	Iteration 27F: 3 clusters Score -476087.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (197119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197119 members 
Entering Unmasked Estep 
Score: -24021754.000000 Penalty: 3023.507568
	Iteration 0F: 2 clusters Score -2.402175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98862 members 
Mstep: Class 2 contains 98257 members 
Entering Unmasked Estep 
Score: -23892290.000000 Penalty: 6047.015137
	Iteration 0F: 3 clusters Score -2.389229e+07 nChanged 94585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104835 members 
Mstep: Class 2 contains 92284 members 
Entering Unmasked Estep 
Score: -23947250.000000 Penalty: 6047.015137
	Iteration 1F: 3 clusters Score -2.394725e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108381 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -23948802.000000 Penalty: 6047.015137
	Iteration 2Q: 3 clusters Score -2.39488e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113746 members 
Mstep: Class 2 contains 83373 members 
Entering Unmasked Estep 
Score: -23951052.000000 Penalty: 6047.015137
	Iteration 3Q: 3 clusters Score -2.395105e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122039 members 
Mstep: Class 2 contains 75080 members 
Entering Unmasked Estep 
Score: -23955156.000000 Penalty: 6047.015137
	Iteration 4Q: 3 clusters Score -2.395516e+07 nChanged 12574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134253 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -23962454.000000 Penalty: 6047.015137
	Iteration 5F: 3 clusters Score -2.396245e+07 nChanged 16546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150691 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -23975190.000000 Penalty: 6047.015137
	Iteration 6F: 3 clusters Score -2.397519e+07 nChanged 18320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168983 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -23992456.000000 Penalty: 6047.015137
	Iteration 7F: 3 clusters Score -2.399246e+07 nChanged 15246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184225 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -24007562.000000 Penalty: 6047.015137
	Iteration 8F: 3 clusters Score -2.400756e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192648 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -24015276.000000 Penalty: 6047.015137
	Iteration 9Q: 3 clusters Score -2.401528e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195720 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -24017938.000000 Penalty: 6047.015137
	Iteration 10Q: 3 clusters Score -2.401794e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196534 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -24018626.000000 Penalty: 6047.015137
	Iteration 11Q: 3 clusters Score -2.401863e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196743 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -24018808.000000 Penalty: 6047.015137
	Iteration 12Q: 3 clusters Score -2.401881e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196796 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -24018892.000000 Penalty: 6047.015137
	Iteration 13Q: 3 clusters Score -2.401889e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196810 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -24018926.000000 Penalty: 6047.015137
	Iteration 14Q: 3 clusters Score -2.401893e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196822 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -24018960.000000 Penalty: 6047.015137
	Iteration 15Q: 3 clusters Score -2.401896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196830 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24018986.000000 Penalty: 6047.015137
	Iteration 16Q: 3 clusters Score -2.401899e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196830 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -24019006.000000 Penalty: 6047.015137
	Iteration 17Q: 3 clusters Score -2.401901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196834 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -24019026.000000 Penalty: 6047.015137
	Iteration 18Q: 3 clusters Score -2.401903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196836 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -24019030.000000 Penalty: 6047.015137
	Iteration 19Q: 3 clusters Score -2.401903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196837 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24019034.000000 Penalty: 6047.015137
	Iteration 20F: 3 clusters Score -2.401903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196838 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -24019042.000000 Penalty: 6047.015137
	Iteration 21Q: 3 clusters Score -2.401904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196837 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24019052.000000 Penalty: 6047.015137
	Iteration 22Q: 3 clusters Score -2.401905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196837 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -24019046.000000 Penalty: 6047.015137
	Iteration 23Q: 3 clusters Score -2.401905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196839 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -24019056.000000 Penalty: 6047.015137
	Iteration 24Q: 3 clusters Score -2.401906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196840 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -24019048.000000 Penalty: 6047.015137
	Iteration 25Q: 3 clusters Score -2.401905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196841 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -24019044.000000 Penalty: 6047.015137
	Iteration 26Q: 3 clusters Score -2.401904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196842 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -24019062.000000 Penalty: 6047.015137
	Iteration 27Q: 3 clusters Score -2.401906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196843 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -24019066.000000 Penalty: 6047.015137
	Iteration 28Q: 3 clusters Score -2.401907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196844 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -24019054.000000 Penalty: 6047.015137
	Iteration 29Q: 3 clusters Score -2.401905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196846 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -24019052.000000 Penalty: 6047.015137
	Iteration 30Q: 3 clusters Score -2.401905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196847 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24019058.000000 Penalty: 6047.015137
	Iteration 31Q: 3 clusters Score -2.401906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196848 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -24019064.000000 Penalty: 6047.015137
	Iteration 32Q: 3 clusters Score -2.401906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196852 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -24019072.000000 Penalty: 6047.015137
	Iteration 33Q: 3 clusters Score -2.401907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196856 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24019074.000000 Penalty: 6047.015137
	Iteration 34Q: 3 clusters Score -2.401907e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196858 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24019070.000000 Penalty: 6047.015137
	Iteration 35Q: 3 clusters Score -2.401907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196858 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -24019070.000000 Penalty: 6047.015137
	Iteration 36F: 3 clusters Score -2.401907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Entering Unmasked Estep 
Score: -154972.296875 Penalty: 1777.807861
	Iteration 0F: 2 clusters Score -154972.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -152798.609375 Penalty: 3555.615723
	Iteration 0F: 3 clusters Score -152798.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -153185.859375 Penalty: 3555.615723
	Iteration 1F: 3 clusters Score -153185.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -153400.640625 Penalty: 3555.615723
	Iteration 2F: 3 clusters Score -153400.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -153636.812500 Penalty: 3555.615723
	Iteration 3F: 3 clusters Score -153636.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -153798.312500 Penalty: 3555.615723
	Iteration 4F: 3 clusters Score -153798.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -153908.265625 Penalty: 3555.615723
	Iteration 5F: 3 clusters Score -153908.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -154018.859375 Penalty: 3555.615723
	Iteration 6F: 3 clusters Score -154018.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -154146.031250 Penalty: 3555.615723
	Iteration 7Q: 3 clusters Score -154146 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -154285.828125 Penalty: 3555.615723
	Iteration 8Q: 3 clusters Score -154285.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -154351.500000 Penalty: 3555.615723
	Iteration 9Q: 3 clusters Score -154351.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -154378.906250 Penalty: 3555.615723
	Iteration 10Q: 3 clusters Score -154378.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -154397.500000 Penalty: 3555.615723
	Iteration 11Q: 3 clusters Score -154397.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -154402.390625 Penalty: 3555.615723
	Iteration 12Q: 3 clusters Score -154402.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -154415.718750 Penalty: 3555.615723
	Iteration 13Q: 3 clusters Score -154415.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -154424.828125 Penalty: 3555.615723
	Iteration 14Q: 3 clusters Score -154424.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -154430.468750 Penalty: 3555.615723
	Iteration 15Q: 3 clusters Score -154430.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -154436.593750 Penalty: 3555.615723
	Iteration 16Q: 3 clusters Score -154436.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -154439.656250 Penalty: 3555.615723
	Iteration 17Q: 3 clusters Score -154439.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -154440.968750 Penalty: 3555.615723
	Iteration 18Q: 3 clusters Score -154441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -154440.968750 Penalty: 3555.615723
	Iteration 19F: 3 clusters Score -154441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Entering Unmasked Estep 
Score: -3933510.250000 Penalty: 2578.757080
	Iteration 0F: 2 clusters Score -3933510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -3910899.000000 Penalty: 5157.514160
	Iteration 0F: 3 clusters Score -3910899 nChanged 14983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -3919454.250000 Penalty: 5157.514160
	Iteration 1F: 3 clusters Score -3919454 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3920130.000000 Penalty: 5157.514160
	Iteration 2F: 3 clusters Score -3920130 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -3920822.500000 Penalty: 5157.514160
	Iteration 3Q: 3 clusters Score -3920822 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -3921554.250000 Penalty: 5157.514160
	Iteration 4Q: 3 clusters Score -3921554 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -3922345.500000 Penalty: 5157.514160
	Iteration 5Q: 3 clusters Score -3922346 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -3923174.750000 Penalty: 5157.514160
	Iteration 6Q: 3 clusters Score -3923175 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -3924031.250000 Penalty: 5157.514160
	Iteration 7Q: 3 clusters Score -3924031 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -3924831.000000 Penalty: 5157.514160
	Iteration 8Q: 3 clusters Score -3924831 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3925543.250000 Penalty: 5157.514160
	Iteration 9Q: 3 clusters Score -3925543 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -3926228.250000 Penalty: 5157.514160
	Iteration 10Q: 3 clusters Score -3926228 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3926760.500000 Penalty: 5157.514160
	Iteration 11Q: 3 clusters Score -3926760 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -3927107.500000 Penalty: 5157.514160
	Iteration 12Q: 3 clusters Score -3927108 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3927392.250000 Penalty: 5157.514160
	Iteration 13Q: 3 clusters Score -3927392 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3927616.250000 Penalty: 5157.514160
	Iteration 14Q: 3 clusters Score -3927616 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3927824.250000 Penalty: 5157.514160
	Iteration 15Q: 3 clusters Score -3927824 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3928040.750000 Penalty: 5157.514160
	Iteration 16Q: 3 clusters Score -3928041 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3928202.500000 Penalty: 5157.514160
	Iteration 17Q: 3 clusters Score -3928202 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -3928342.000000 Penalty: 5157.514160
	Iteration 18Q: 3 clusters Score -3928342 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3928479.250000 Penalty: 5157.514160
	Iteration 19Q: 3 clusters Score -3928479 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3928607.250000 Penalty: 5157.514160
	Iteration 20F: 3 clusters Score -3928607 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -3928743.250000 Penalty: 5157.514160
	Iteration 21Q: 3 clusters Score -3928743 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -3928856.000000 Penalty: 5157.514160
	Iteration 22Q: 3 clusters Score -3928856 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -3929004.500000 Penalty: 5157.514160
	Iteration 23Q: 3 clusters Score -3929004 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -3929141.250000 Penalty: 5157.514160
	Iteration 24Q: 3 clusters Score -3929141 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -3929289.250000 Penalty: 5157.514160
	Iteration 25Q: 3 clusters Score -3929289 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -3929443.750000 Penalty: 5157.514160
	Iteration 26Q: 3 clusters Score -3929444 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -3929635.750000 Penalty: 5157.514160
	Iteration 27Q: 3 clusters Score -3929636 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -3929829.250000 Penalty: 5157.514160
	Iteration 28Q: 3 clusters Score -3929829 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -3930026.000000 Penalty: 5157.514160
	Iteration 29Q: 3 clusters Score -3930026 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -3930248.000000 Penalty: 5157.514160
	Iteration 30Q: 3 clusters Score -3930248 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -3930459.750000 Penalty: 5157.514160
	Iteration 31Q: 3 clusters Score -3930460 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -3930672.500000 Penalty: 5157.514160
	Iteration 32Q: 3 clusters Score -3930672 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3930891.750000 Penalty: 5157.514160
	Iteration 33Q: 3 clusters Score -3930892 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -3931114.000000 Penalty: 5157.514160
	Iteration 34Q: 3 clusters Score -3931114 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -3931335.250000 Penalty: 5157.514160
	Iteration 35Q: 3 clusters Score -3931335 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3931509.000000 Penalty: 5157.514160
	Iteration 36Q: 3 clusters Score -3931509 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -3931650.250000 Penalty: 5157.514160
	Iteration 37Q: 3 clusters Score -3931650 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -3931790.750000 Penalty: 5157.514160
	Iteration 38Q: 3 clusters Score -3931791 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3931900.750000 Penalty: 5157.514160
	Iteration 39Q: 3 clusters Score -3931901 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -3931999.000000 Penalty: 5157.514160
	Iteration 40F: 3 clusters Score -3931999 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -3932074.250000 Penalty: 5157.514160
	Iteration 41Q: 3 clusters Score -3932074 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -3932138.000000 Penalty: 5157.514160
	Iteration 42Q: 3 clusters Score -3932138 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3932177.500000 Penalty: 5157.514160
	Iteration 43Q: 3 clusters Score -3932178 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -3932214.000000 Penalty: 5157.514160
	Iteration 44Q: 3 clusters Score -3932214 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3932264.250000 Penalty: 5157.514160
	Iteration 45Q: 3 clusters Score -3932264 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3932284.000000 Penalty: 5157.514160
	Iteration 46Q: 3 clusters Score -3932284 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -3932301.250000 Penalty: 5157.514160
	Iteration 47Q: 3 clusters Score -3932301 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3932298.750000 Penalty: 5157.514160
	Iteration 48Q: 3 clusters Score -3932299 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -3932312.250000 Penalty: 5157.514160
	Iteration 49Q: 3 clusters Score -3932312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3932323.250000 Penalty: 5157.514160
	Iteration 50Q: 3 clusters Score -3932323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3932333.500000 Penalty: 5157.514160
	Iteration 51Q: 3 clusters Score -3932334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -3932339.000000 Penalty: 5157.514160
	Iteration 52Q: 3 clusters Score -3932339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -3932352.250000 Penalty: 5157.514160
	Iteration 53Q: 3 clusters Score -3932352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -3932351.250000 Penalty: 5157.514160
	Iteration 54Q: 3 clusters Score -3932351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3932371.500000 Penalty: 5157.514160
	Iteration 55Q: 3 clusters Score -3932372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -3932381.750000 Penalty: 5157.514160
	Iteration 56Q: 3 clusters Score -3932382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3932399.250000 Penalty: 5157.514160
	Iteration 57Q: 3 clusters Score -3932399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3932404.000000 Penalty: 5157.514160
	Iteration 58Q: 3 clusters Score -3932404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3932404.250000 Penalty: 5157.514160
	Iteration 59Q: 3 clusters Score -3932404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3932404.750000 Penalty: 5157.514160
	Iteration 60F: 3 clusters Score -3932405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3932411.250000 Penalty: 5157.514160
	Iteration 61Q: 3 clusters Score -3932411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -3932405.250000 Penalty: 5157.514160
	Iteration 62Q: 3 clusters Score -3932405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -3932406.500000 Penalty: 5157.514160
	Iteration 63Q: 3 clusters Score -3932406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3932409.250000 Penalty: 5157.514160
	Iteration 64Q: 3 clusters Score -3932409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3932406.750000 Penalty: 5157.514160
	Iteration 65Q: 3 clusters Score -3932407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3932403.500000 Penalty: 5157.514160
	Iteration 66Q: 3 clusters Score -3932404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -3932403.500000 Penalty: 5157.514160
	Iteration 67Q: 3 clusters Score -3932404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -3932402.500000 Penalty: 5157.514160
	Iteration 68Q: 3 clusters Score -3932402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3932403.000000 Penalty: 5157.514160
	Iteration 69Q: 3 clusters Score -3932403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3932403.750000 Penalty: 5157.514160
	Iteration 70Q: 3 clusters Score -3932404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3932407.250000 Penalty: 5157.514160
	Iteration 71Q: 3 clusters Score -3932407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3932405.750000 Penalty: 5157.514160
	Iteration 72Q: 3 clusters Score -3932406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -3932409.500000 Penalty: 5157.514160
	Iteration 73Q: 3 clusters Score -3932410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -3932413.750000 Penalty: 5157.514160
	Iteration 74Q: 3 clusters Score -3932414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3932413.000000 Penalty: 5157.514160
	Iteration 75Q: 3 clusters Score -3932413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -3932420.500000 Penalty: 5157.514160
	Iteration 76Q: 3 clusters Score -3932420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -3932428.250000 Penalty: 5157.514160
	Iteration 77Q: 3 clusters Score -3932428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3932426.500000 Penalty: 5157.514160
	Iteration 78Q: 3 clusters Score -3932426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3932423.750000 Penalty: 5157.514160
	Iteration 79Q: 3 clusters Score -3932424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -3932423.500000 Penalty: 5157.514160
	Iteration 80F: 3 clusters Score -3932424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -3932425.500000 Penalty: 5157.514160
	Iteration 81Q: 3 clusters Score -3932426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -3932423.750000 Penalty: 5157.514160
	Iteration 82Q: 3 clusters Score -3932424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3932424.750000 Penalty: 5157.514160
	Iteration 83Q: 3 clusters Score -3932425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3932419.750000 Penalty: 5157.514160
	Iteration 84Q: 3 clusters Score -3932420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3932419.750000 Penalty: 5157.514160
	Iteration 85F: 3 clusters Score -3932420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Entering Unmasked Estep 
Score: -445530.375000 Penalty: 2047.123169
	Iteration 0F: 2 clusters Score -445530.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -441760.125000 Penalty: 4094.246338
	Iteration 0F: 3 clusters Score -441760.1 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -442785.468750 Penalty: 4094.246338
	Iteration 1F: 3 clusters Score -442785.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -443127.000000 Penalty: 4094.246338
	Iteration 2F: 3 clusters Score -443127 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -443389.500000 Penalty: 4094.246338
	Iteration 3F: 3 clusters Score -443389.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -443601.906250 Penalty: 4094.246338
	Iteration 4F: 3 clusters Score -443601.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -443795.937500 Penalty: 4094.246338
	Iteration 5F: 3 clusters Score -443795.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -443959.562500 Penalty: 4094.246338
	Iteration 6Q: 3 clusters Score -443959.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -444090.156250 Penalty: 4094.246338
	Iteration 7Q: 3 clusters Score -444090.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -444208.437500 Penalty: 4094.246338
	Iteration 8Q: 3 clusters Score -444208.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -444306.937500 Penalty: 4094.246338
	Iteration 9Q: 3 clusters Score -444306.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -444405.875000 Penalty: 4094.246338
	Iteration 10Q: 3 clusters Score -444405.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -444495.375000 Penalty: 4094.246338
	Iteration 11Q: 3 clusters Score -444495.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -444546.062500 Penalty: 4094.246338
	Iteration 12Q: 3 clusters Score -444546.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -444584.031250 Penalty: 4094.246338
	Iteration 13Q: 3 clusters Score -444584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -444620.656250 Penalty: 4094.246338
	Iteration 14Q: 3 clusters Score -444620.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -444663.500000 Penalty: 4094.246338
	Iteration 15Q: 3 clusters Score -444663.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -444701.250000 Penalty: 4094.246338
	Iteration 16Q: 3 clusters Score -444701.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -444727.875000 Penalty: 4094.246338
	Iteration 17Q: 3 clusters Score -444727.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -444747.187500 Penalty: 4094.246338
	Iteration 18Q: 3 clusters Score -444747.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -444772.937500 Penalty: 4094.246338
	Iteration 19Q: 3 clusters Score -444772.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -444795.343750 Penalty: 4094.246338
	Iteration 20F: 3 clusters Score -444795.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -444817.125000 Penalty: 4094.246338
	Iteration 21Q: 3 clusters Score -444817.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -444832.531250 Penalty: 4094.246338
	Iteration 22Q: 3 clusters Score -444832.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -444849.656250 Penalty: 4094.246338
	Iteration 23Q: 3 clusters Score -444849.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -444863.468750 Penalty: 4094.246338
	Iteration 24Q: 3 clusters Score -444863.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -444879.375000 Penalty: 4094.246338
	Iteration 25Q: 3 clusters Score -444879.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -444891.531250 Penalty: 4094.246338
	Iteration 26Q: 3 clusters Score -444891.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -444903.562500 Penalty: 4094.246338
	Iteration 27Q: 3 clusters Score -444903.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -444911.656250 Penalty: 4094.246338
	Iteration 28Q: 3 clusters Score -444911.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -444918.406250 Penalty: 4094.246338
	Iteration 29Q: 3 clusters Score -444918.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -444925.218750 Penalty: 4094.246338
	Iteration 30Q: 3 clusters Score -444925.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -444934.531250 Penalty: 4094.246338
	Iteration 31Q: 3 clusters Score -444934.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -444940.156250 Penalty: 4094.246338
	Iteration 32Q: 3 clusters Score -444940.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -444942.968750 Penalty: 4094.246338
	Iteration 33Q: 3 clusters Score -444943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -444948.062500 Penalty: 4094.246338
	Iteration 34Q: 3 clusters Score -444948.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -444955.250000 Penalty: 4094.246338
	Iteration 35Q: 3 clusters Score -444955.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -444963.843750 Penalty: 4094.246338
	Iteration 36Q: 3 clusters Score -444963.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -444970.125000 Penalty: 4094.246338
	Iteration 37Q: 3 clusters Score -444970.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -444977.000000 Penalty: 4094.246338
	Iteration 38Q: 3 clusters Score -444977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -444982.906250 Penalty: 4094.246338
	Iteration 39Q: 3 clusters Score -444982.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -444985.687500 Penalty: 4094.246338
	Iteration 40F: 3 clusters Score -444985.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -444990.031250 Penalty: 4094.246338
	Iteration 41Q: 3 clusters Score -444990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -444992.656250 Penalty: 4094.246338
	Iteration 42Q: 3 clusters Score -444992.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -444993.750000 Penalty: 4094.246338
	Iteration 43Q: 3 clusters Score -444993.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -444994.687500 Penalty: 4094.246338
	Iteration 44Q: 3 clusters Score -444994.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -444994.687500 Penalty: 4094.246338
	Iteration 45F: 3 clusters Score -444994.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (196078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196078 members 
Entering Unmasked Estep 
Score: -24129164.000000 Penalty: 3022.194336
	Iteration 0F: 2 clusters Score -2.412916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98176 members 
Mstep: Class 2 contains 97902 members 
Entering Unmasked Estep 
Score: -23999488.000000 Penalty: 6044.388672
	Iteration 0F: 3 clusters Score -2.399949e+07 nChanged 94260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98586 members 
Mstep: Class 2 contains 97492 members 
Entering Unmasked Estep 
Score: -24054072.000000 Penalty: 6044.388672
	Iteration 1F: 3 clusters Score -2.405407e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98867 members 
Mstep: Class 2 contains 97211 members 
Entering Unmasked Estep 
Score: -24055358.000000 Penalty: 6044.388672
	Iteration 2Q: 3 clusters Score -2.405536e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99461 members 
Mstep: Class 2 contains 96617 members 
Entering Unmasked Estep 
Score: -24056726.000000 Penalty: 6044.388672
	Iteration 3Q: 3 clusters Score -2.405673e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100386 members 
Mstep: Class 2 contains 95692 members 
Entering Unmasked Estep 
Score: -24058354.000000 Penalty: 6044.388672
	Iteration 4Q: 3 clusters Score -2.405835e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101880 members 
Mstep: Class 2 contains 94198 members 
Entering Unmasked Estep 
Score: -24060382.000000 Penalty: 6044.388672
	Iteration 5Q: 3 clusters Score -2.406038e+07 nChanged 7334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104162 members 
Mstep: Class 2 contains 91916 members 
Entering Unmasked Estep 
Score: -24062920.000000 Penalty: 6044.388672
	Iteration 6Q: 3 clusters Score -2.406292e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107591 members 
Mstep: Class 2 contains 88487 members 
Entering Unmasked Estep 
Score: -24066112.000000 Penalty: 6044.388672
	Iteration 7Q: 3 clusters Score -2.406611e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112330 members 
Mstep: Class 2 contains 83748 members 
Entering Unmasked Estep 
Score: -24070144.000000 Penalty: 6044.388672
	Iteration 8Q: 3 clusters Score -2.407014e+07 nChanged 9792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118370 members 
Mstep: Class 2 contains 77708 members 
Entering Unmasked Estep 
Score: -24075956.000000 Penalty: 6044.388672
	Iteration 9Q: 3 clusters Score -2.407596e+07 nChanged 10903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125371 members 
Mstep: Class 2 contains 70707 members 
Entering Unmasked Estep 
Score: -24083312.000000 Penalty: 6044.388672
	Iteration 10F: 3 clusters Score -2.408331e+07 nChanged 11200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132333 members 
Mstep: Class 2 contains 63745 members 
Entering Unmasked Estep 
Score: -24090974.000000 Penalty: 6044.388672
	Iteration 11F: 3 clusters Score -2.409097e+07 nChanged 9859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138150 members 
Mstep: Class 2 contains 57928 members 
Entering Unmasked Estep 
Score: -24096964.000000 Penalty: 6044.388672
	Iteration 12F: 3 clusters Score -2.409696e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142784 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -24100814.000000 Penalty: 6044.388672
	Iteration 13Q: 3 clusters Score -2.410081e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146709 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -24103494.000000 Penalty: 6044.388672
	Iteration 14Q: 3 clusters Score -2.410349e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150290 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -24105304.000000 Penalty: 6044.388672
	Iteration 15Q: 3 clusters Score -2.41053e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153776 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -24106980.000000 Penalty: 6044.388672
	Iteration 16Q: 3 clusters Score -2.410698e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157238 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -24108498.000000 Penalty: 6044.388672
	Iteration 17Q: 3 clusters Score -2.41085e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160604 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -24110054.000000 Penalty: 6044.388672
	Iteration 18Q: 3 clusters Score -2.411005e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163935 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -24111664.000000 Penalty: 6044.388672
	Iteration 19Q: 3 clusters Score -2.411166e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167163 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -24113488.000000 Penalty: 6044.388672
	Iteration 20F: 3 clusters Score -2.411349e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170230 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -24115178.000000 Penalty: 6044.388672
	Iteration 21Q: 3 clusters Score -2.411518e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173102 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -24116894.000000 Penalty: 6044.388672
	Iteration 22Q: 3 clusters Score -2.411689e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175819 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -24118430.000000 Penalty: 6044.388672
	Iteration 23Q: 3 clusters Score -2.411843e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178383 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -24120176.000000 Penalty: 6044.388672
	Iteration 24Q: 3 clusters Score -2.412018e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180622 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -24121538.000000 Penalty: 6044.388672
	Iteration 25Q: 3 clusters Score -2.412154e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182614 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -24122846.000000 Penalty: 6044.388672
	Iteration 26Q: 3 clusters Score -2.412285e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184327 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -24123720.000000 Penalty: 6044.388672
	Iteration 27Q: 3 clusters Score -2.412372e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185731 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -24124532.000000 Penalty: 6044.388672
	Iteration 28Q: 3 clusters Score -2.412453e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186999 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -24124954.000000 Penalty: 6044.388672
	Iteration 29Q: 3 clusters Score -2.412495e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188103 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -24125394.000000 Penalty: 6044.388672
	Iteration 30Q: 3 clusters Score -2.412539e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189070 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -24125712.000000 Penalty: 6044.388672
	Iteration 31Q: 3 clusters Score -2.412571e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189901 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -24125934.000000 Penalty: 6044.388672
	Iteration 32Q: 3 clusters Score -2.412593e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190581 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -24126200.000000 Penalty: 6044.388672
	Iteration 33Q: 3 clusters Score -2.41262e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191145 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -24126400.000000 Penalty: 6044.388672
	Iteration 34Q: 3 clusters Score -2.41264e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191659 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -24126550.000000 Penalty: 6044.388672
	Iteration 35Q: 3 clusters Score -2.412655e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192054 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -24126650.000000 Penalty: 6044.388672
	Iteration 36Q: 3 clusters Score -2.412665e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192354 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -24126754.000000 Penalty: 6044.388672
	Iteration 37Q: 3 clusters Score -2.412675e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192634 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -24126920.000000 Penalty: 6044.388672
	Iteration 38Q: 3 clusters Score -2.412692e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192867 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -24126996.000000 Penalty: 6044.388672
	Iteration 39Q: 3 clusters Score -2.4127e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193052 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -24127100.000000 Penalty: 6044.388672
	Iteration 40F: 3 clusters Score -2.41271e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193200 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -24127146.000000 Penalty: 6044.388672
	Iteration 41Q: 3 clusters Score -2.412715e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193329 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -24127158.000000 Penalty: 6044.388672
	Iteration 42Q: 3 clusters Score -2.412716e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193456 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -24127196.000000 Penalty: 6044.388672
	Iteration 43Q: 3 clusters Score -2.41272e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193577 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -24127248.000000 Penalty: 6044.388672
	Iteration 44Q: 3 clusters Score -2.412725e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193686 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -24127292.000000 Penalty: 6044.388672
	Iteration 45Q: 3 clusters Score -2.412729e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193770 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -24127322.000000 Penalty: 6044.388672
	Iteration 46Q: 3 clusters Score -2.412732e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193847 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -24127328.000000 Penalty: 6044.388672
	Iteration 47Q: 3 clusters Score -2.412733e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193906 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -24127366.000000 Penalty: 6044.388672
	Iteration 48Q: 3 clusters Score -2.412737e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193962 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -24127374.000000 Penalty: 6044.388672
	Iteration 49Q: 3 clusters Score -2.412737e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194015 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -24127402.000000 Penalty: 6044.388672
	Iteration 50Q: 3 clusters Score -2.41274e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194062 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -24127424.000000 Penalty: 6044.388672
	Iteration 51Q: 3 clusters Score -2.412742e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194093 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -24127422.000000 Penalty: 6044.388672
	Iteration 52Q: 3 clusters Score -2.412742e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194118 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -24127422.000000 Penalty: 6044.388672
	Iteration 53Q: 3 clusters Score -2.412742e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194141 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -24127432.000000 Penalty: 6044.388672
	Iteration 54Q: 3 clusters Score -2.412743e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194159 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -24127436.000000 Penalty: 6044.388672
	Iteration 55Q: 3 clusters Score -2.412744e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194175 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -24127474.000000 Penalty: 6044.388672
	Iteration 56Q: 3 clusters Score -2.412747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194186 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -24127444.000000 Penalty: 6044.388672
	Iteration 57Q: 3 clusters Score -2.412744e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194198 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -24127450.000000 Penalty: 6044.388672
	Iteration 58Q: 3 clusters Score -2.412745e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194218 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -24127472.000000 Penalty: 6044.388672
	Iteration 59Q: 3 clusters Score -2.412747e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194232 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -24127490.000000 Penalty: 6044.388672
	Iteration 60F: 3 clusters Score -2.412749e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194243 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -24127500.000000 Penalty: 6044.388672
	Iteration 61Q: 3 clusters Score -2.41275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194253 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -24127500.000000 Penalty: 6044.388672
	Iteration 62Q: 3 clusters Score -2.41275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194260 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -24127490.000000 Penalty: 6044.388672
	Iteration 63Q: 3 clusters Score -2.412749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194264 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -24127480.000000 Penalty: 6044.388672
	Iteration 64Q: 3 clusters Score -2.412748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194268 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -24127466.000000 Penalty: 6044.388672
	Iteration 65Q: 3 clusters Score -2.412747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194270 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -24127476.000000 Penalty: 6044.388672
	Iteration 66Q: 3 clusters Score -2.412748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194271 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -24127474.000000 Penalty: 6044.388672
	Iteration 67Q: 3 clusters Score -2.412747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194271 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -24127474.000000 Penalty: 6044.388672
	Iteration 68Q: 3 clusters Score -2.412747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194274 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -24127480.000000 Penalty: 6044.388672
	Iteration 69Q: 3 clusters Score -2.412748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194276 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -24127468.000000 Penalty: 6044.388672
	Iteration 70Q: 3 clusters Score -2.412747e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194280 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -24127466.000000 Penalty: 6044.388672
	Iteration 71Q: 3 clusters Score -2.412747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194283 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -24127458.000000 Penalty: 6044.388672
	Iteration 72Q: 3 clusters Score -2.412746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194286 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -24127474.000000 Penalty: 6044.388672
	Iteration 73Q: 3 clusters Score -2.412747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194289 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -24127480.000000 Penalty: 6044.388672
	Iteration 74Q: 3 clusters Score -2.412748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194291 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -24127482.000000 Penalty: 6044.388672
	Iteration 75Q: 3 clusters Score -2.412748e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194298 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -24127476.000000 Penalty: 6044.388672
	Iteration 76Q: 3 clusters Score -2.412748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194300 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -24127478.000000 Penalty: 6044.388672
	Iteration 77Q: 3 clusters Score -2.412748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194304 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -24127476.000000 Penalty: 6044.388672
	Iteration 78Q: 3 clusters Score -2.412748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194309 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -24127450.000000 Penalty: 6044.388672
	Iteration 79Q: 3 clusters Score -2.412745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194312 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -24127464.000000 Penalty: 6044.388672
	Iteration 80F: 3 clusters Score -2.412746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194315 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -24127448.000000 Penalty: 6044.388672
	Iteration 81Q: 3 clusters Score -2.412745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194320 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -24127472.000000 Penalty: 6044.388672
	Iteration 82Q: 3 clusters Score -2.412747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194327 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -24127466.000000 Penalty: 6044.388672
	Iteration 83Q: 3 clusters Score -2.412747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194333 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -24127478.000000 Penalty: 6044.388672
	Iteration 84Q: 3 clusters Score -2.412748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194338 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -24127464.000000 Penalty: 6044.388672
	Iteration 85Q: 3 clusters Score -2.412746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194340 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -24127480.000000 Penalty: 6044.388672
	Iteration 86Q: 3 clusters Score -2.412748e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194342 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -24127478.000000 Penalty: 6044.388672
	Iteration 87Q: 3 clusters Score -2.412748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194342 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -24127478.000000 Penalty: 6044.388672
	Iteration 88F: 3 clusters Score -2.412748e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Entering Unmasked Estep 
Score: -987226.937500 Penalty: 2240.658936
	Iteration 0F: 2 clusters Score -987226.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -980545.937500 Penalty: 4481.317871
	Iteration 0F: 3 clusters Score -980545.9 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -982452.875000 Penalty: 4481.317871
	Iteration 1F: 3 clusters Score -982452.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -982768.250000 Penalty: 4481.317871
	Iteration 2F: 3 clusters Score -982768.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -982978.937500 Penalty: 4481.317871
	Iteration 3F: 3 clusters Score -982978.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -983168.625000 Penalty: 4481.317871
	Iteration 4Q: 3 clusters Score -983168.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -983348.937500 Penalty: 4481.317871
	Iteration 5Q: 3 clusters Score -983348.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -983507.312500 Penalty: 4481.317871
	Iteration 6Q: 3 clusters Score -983507.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -983666.875000 Penalty: 4481.317871
	Iteration 7Q: 3 clusters Score -983666.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -983820.812500 Penalty: 4481.317871
	Iteration 8Q: 3 clusters Score -983820.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -983991.062500 Penalty: 4481.317871
	Iteration 9Q: 3 clusters Score -983991.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -984166.500000 Penalty: 4481.317871
	Iteration 10Q: 3 clusters Score -984166.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -984334.437500 Penalty: 4481.317871
	Iteration 11Q: 3 clusters Score -984334.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -984524.500000 Penalty: 4481.317871
	Iteration 12Q: 3 clusters Score -984524.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -984752.000000 Penalty: 4481.317871
	Iteration 13Q: 3 clusters Score -984752 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -984987.562500 Penalty: 4481.317871
	Iteration 14Q: 3 clusters Score -984987.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -985272.187500 Penalty: 4481.317871
	Iteration 15Q: 3 clusters Score -985272.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -985568.937500 Penalty: 4481.317871
	Iteration 16Q: 3 clusters Score -985568.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -985844.937500 Penalty: 4481.317871
	Iteration 17Q: 3 clusters Score -985844.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -986070.312500 Penalty: 4481.317871
	Iteration 18Q: 3 clusters Score -986070.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -986291.937500 Penalty: 4481.317871
	Iteration 19Q: 3 clusters Score -986291.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -986479.187500 Penalty: 4481.317871
	Iteration 20F: 3 clusters Score -986479.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -986633.312500 Penalty: 4481.317871
	Iteration 21Q: 3 clusters Score -986633.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -986741.687500 Penalty: 4481.317871
	Iteration 22Q: 3 clusters Score -986741.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -986814.937500 Penalty: 4481.317871
	Iteration 23Q: 3 clusters Score -986814.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -986871.687500 Penalty: 4481.317871
	Iteration 24Q: 3 clusters Score -986871.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -986921.687500 Penalty: 4481.317871
	Iteration 25Q: 3 clusters Score -986921.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -986947.062500 Penalty: 4481.317871
	Iteration 26Q: 3 clusters Score -986947.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -986974.250000 Penalty: 4481.317871
	Iteration 27Q: 3 clusters Score -986974.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -986997.750000 Penalty: 4481.317871
	Iteration 28Q: 3 clusters Score -986997.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -987009.750000 Penalty: 4481.317871
	Iteration 29Q: 3 clusters Score -987009.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -987018.187500 Penalty: 4481.317871
	Iteration 30Q: 3 clusters Score -987018.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -987023.812500 Penalty: 4481.317871
	Iteration 31Q: 3 clusters Score -987023.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -987028.000000 Penalty: 4481.317871
	Iteration 32Q: 3 clusters Score -987028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -987029.250000 Penalty: 4481.317871
	Iteration 33Q: 3 clusters Score -987029.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -987034.125000 Penalty: 4481.317871
	Iteration 34Q: 3 clusters Score -987034.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -987037.812500 Penalty: 4481.317871
	Iteration 35Q: 3 clusters Score -987037.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -987037.812500 Penalty: 4481.317871
	Iteration 36Q: 3 clusters Score -987037.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -987039.562500 Penalty: 4481.317871
	Iteration 37Q: 3 clusters Score -987039.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -987040.687500 Penalty: 4481.317871
	Iteration 38Q: 3 clusters Score -987040.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -987039.875000 Penalty: 4481.317871
	Iteration 39Q: 3 clusters Score -987039.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -987040.687500 Penalty: 4481.317871
	Iteration 40F: 3 clusters Score -987040.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -987041.375000 Penalty: 4481.317871
	Iteration 41Q: 3 clusters Score -987041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -987042.250000 Penalty: 4481.317871
	Iteration 42Q: 3 clusters Score -987042.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -987045.375000 Penalty: 4481.317871
	Iteration 43Q: 3 clusters Score -987045.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -987046.062500 Penalty: 4481.317871
	Iteration 44Q: 3 clusters Score -987046.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -987044.687500 Penalty: 4481.317871
	Iteration 45Q: 3 clusters Score -987044.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -987045.312500 Penalty: 4481.317871
	Iteration 46Q: 3 clusters Score -987045.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -987046.312500 Penalty: 4481.317871
	Iteration 47Q: 3 clusters Score -987046.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -987049.437500 Penalty: 4481.317871
	Iteration 48Q: 3 clusters Score -987049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -987049.437500 Penalty: 4481.317871
	Iteration 49Q: 3 clusters Score -987049.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -987050.562500 Penalty: 4481.317871
	Iteration 50Q: 3 clusters Score -987050.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -987050.062500 Penalty: 4481.317871
	Iteration 51Q: 3 clusters Score -987050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -987050.062500 Penalty: 4481.317871
	Iteration 52F: 3 clusters Score -987050.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Entering Unmasked Estep 
Score: -6128398.000000 Penalty: 2688.973633
	Iteration 0F: 2 clusters Score -6128398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -6094107.000000 Penalty: 5377.947266
	Iteration 0F: 3 clusters Score -6094107 nChanged 23605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -6107273.500000 Penalty: 5377.947266
	Iteration 1F: 3 clusters Score -6107274 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -6108240.500000 Penalty: 5377.947266
	Iteration 2Q: 3 clusters Score -6108240 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -6109614.500000 Penalty: 5377.947266
	Iteration 3Q: 3 clusters Score -6109614 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -6111495.500000 Penalty: 5377.947266
	Iteration 4F: 3 clusters Score -6111496 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -6113694.000000 Penalty: 5377.947266
	Iteration 5F: 3 clusters Score -6113694 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -6115834.500000 Penalty: 5377.947266
	Iteration 6F: 3 clusters Score -6115834 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -6117844.000000 Penalty: 5377.947266
	Iteration 7F: 3 clusters Score -6117844 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -6119328.000000 Penalty: 5377.947266
	Iteration 8F: 3 clusters Score -6119328 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -6120349.000000 Penalty: 5377.947266
	Iteration 9Q: 3 clusters Score -6120349 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -6120990.500000 Penalty: 5377.947266
	Iteration 10Q: 3 clusters Score -6120990 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -6121413.500000 Penalty: 5377.947266
	Iteration 11Q: 3 clusters Score -6121414 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -6121620.500000 Penalty: 5377.947266
	Iteration 12Q: 3 clusters Score -6121620 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -6121748.000000 Penalty: 5377.947266
	Iteration 13Q: 3 clusters Score -6121748 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -6121802.500000 Penalty: 5377.947266
	Iteration 14Q: 3 clusters Score -6121802 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -6121868.500000 Penalty: 5377.947266
	Iteration 15Q: 3 clusters Score -6121868 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -6121900.500000 Penalty: 5377.947266
	Iteration 16Q: 3 clusters Score -6121900 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -6121912.000000 Penalty: 5377.947266
	Iteration 17Q: 3 clusters Score -6121912 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -6121938.000000 Penalty: 5377.947266
	Iteration 18Q: 3 clusters Score -6121938 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -6121976.500000 Penalty: 5377.947266
	Iteration 19Q: 3 clusters Score -6121976 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -6121986.000000 Penalty: 5377.947266
	Iteration 20F: 3 clusters Score -6121986 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -6122000.500000 Penalty: 5377.947266
	Iteration 21Q: 3 clusters Score -6122000 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -6122009.500000 Penalty: 5377.947266
	Iteration 22Q: 3 clusters Score -6122010 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -6122032.500000 Penalty: 5377.947266
	Iteration 23Q: 3 clusters Score -6122032 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -6122041.000000 Penalty: 5377.947266
	Iteration 24Q: 3 clusters Score -6122041 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -6122020.500000 Penalty: 5377.947266
	Iteration 25Q: 3 clusters Score -6122020 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -6122031.000000 Penalty: 5377.947266
	Iteration 26Q: 3 clusters Score -6122031 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -6122037.500000 Penalty: 5377.947266
	Iteration 27Q: 3 clusters Score -6122038 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -6122093.000000 Penalty: 5377.947266
	Iteration 28Q: 3 clusters Score -6122093 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -6122113.500000 Penalty: 5377.947266
	Iteration 29Q: 3 clusters Score -6122114 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -6122111.500000 Penalty: 5377.947266
	Iteration 30Q: 3 clusters Score -6122112 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -6122100.500000 Penalty: 5377.947266
	Iteration 31Q: 3 clusters Score -6122100 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -6122081.500000 Penalty: 5377.947266
	Iteration 32Q: 3 clusters Score -6122082 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -6122089.500000 Penalty: 5377.947266
	Iteration 33Q: 3 clusters Score -6122090 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -6122127.500000 Penalty: 5377.947266
	Iteration 34Q: 3 clusters Score -6122128 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -6122150.000000 Penalty: 5377.947266
	Iteration 35Q: 3 clusters Score -6122150 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -6122170.000000 Penalty: 5377.947266
	Iteration 36Q: 3 clusters Score -6122170 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -6122192.000000 Penalty: 5377.947266
	Iteration 37Q: 3 clusters Score -6122192 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -6122200.000000 Penalty: 5377.947266
	Iteration 38Q: 3 clusters Score -6122200 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -6122227.500000 Penalty: 5377.947266
	Iteration 39Q: 3 clusters Score -6122228 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -6122224.000000 Penalty: 5377.947266
	Iteration 40F: 3 clusters Score -6122224 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -6122259.000000 Penalty: 5377.947266
	Iteration 41Q: 3 clusters Score -6122259 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -6122277.000000 Penalty: 5377.947266
	Iteration 42Q: 3 clusters Score -6122277 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -6122320.000000 Penalty: 5377.947266
	Iteration 43Q: 3 clusters Score -6122320 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -6122349.500000 Penalty: 5377.947266
	Iteration 44Q: 3 clusters Score -6122350 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -6122401.000000 Penalty: 5377.947266
	Iteration 45Q: 3 clusters Score -6122401 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -6122410.500000 Penalty: 5377.947266
	Iteration 46Q: 3 clusters Score -6122410 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -6122455.000000 Penalty: 5377.947266
	Iteration 47Q: 3 clusters Score -6122455 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -6122507.500000 Penalty: 5377.947266
	Iteration 48Q: 3 clusters Score -6122508 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -6122556.000000 Penalty: 5377.947266
	Iteration 49Q: 3 clusters Score -6122556 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -6122632.000000 Penalty: 5377.947266
	Iteration 50Q: 3 clusters Score -6122632 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -6122646.500000 Penalty: 5377.947266
	Iteration 51Q: 3 clusters Score -6122646 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -6122712.000000 Penalty: 5377.947266
	Iteration 52Q: 3 clusters Score -6122712 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -6122810.500000 Penalty: 5377.947266
	Iteration 53Q: 3 clusters Score -6122810 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -6122914.500000 Penalty: 5377.947266
	Iteration 54Q: 3 clusters Score -6122914 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -6123032.000000 Penalty: 5377.947266
	Iteration 55Q: 3 clusters Score -6123032 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -6123123.000000 Penalty: 5377.947266
	Iteration 56Q: 3 clusters Score -6123123 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -6123203.500000 Penalty: 5377.947266
	Iteration 57Q: 3 clusters Score -6123204 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -6123290.500000 Penalty: 5377.947266
	Iteration 58Q: 3 clusters Score -6123290 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -6123407.000000 Penalty: 5377.947266
	Iteration 59Q: 3 clusters Score -6123407 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -6123514.500000 Penalty: 5377.947266
	Iteration 60F: 3 clusters Score -6123514 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -6123637.000000 Penalty: 5377.947266
	Iteration 61Q: 3 clusters Score -6123637 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -6123733.500000 Penalty: 5377.947266
	Iteration 62Q: 3 clusters Score -6123734 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -6123808.500000 Penalty: 5377.947266
	Iteration 63Q: 3 clusters Score -6123808 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -6123963.500000 Penalty: 5377.947266
	Iteration 64Q: 3 clusters Score -6123964 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -6124065.000000 Penalty: 5377.947266
	Iteration 65Q: 3 clusters Score -6124065 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -6124190.000000 Penalty: 5377.947266
	Iteration 66Q: 3 clusters Score -6124190 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -6124309.500000 Penalty: 5377.947266
	Iteration 67Q: 3 clusters Score -6124310 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -6124423.000000 Penalty: 5377.947266
	Iteration 68Q: 3 clusters Score -6124423 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -6124515.500000 Penalty: 5377.947266
	Iteration 69Q: 3 clusters Score -6124516 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -6124669.000000 Penalty: 5377.947266
	Iteration 70Q: 3 clusters Score -6124669 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -6124778.500000 Penalty: 5377.947266
	Iteration 71Q: 3 clusters Score -6124778 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -6124903.500000 Penalty: 5377.947266
	Iteration 72Q: 3 clusters Score -6124904 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -6124998.000000 Penalty: 5377.947266
	Iteration 73Q: 3 clusters Score -6124998 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -6125101.500000 Penalty: 5377.947266
	Iteration 74Q: 3 clusters Score -6125102 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -6125216.500000 Penalty: 5377.947266
	Iteration 75Q: 3 clusters Score -6125216 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -6125274.500000 Penalty: 5377.947266
	Iteration 76Q: 3 clusters Score -6125274 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -6125350.000000 Penalty: 5377.947266
	Iteration 77Q: 3 clusters Score -6125350 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -6125438.500000 Penalty: 5377.947266
	Iteration 78Q: 3 clusters Score -6125438 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -6125493.000000 Penalty: 5377.947266
	Iteration 79Q: 3 clusters Score -6125493 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -6125569.000000 Penalty: 5377.947266
	Iteration 80F: 3 clusters Score -6125569 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -6125609.500000 Penalty: 5377.947266
	Iteration 81Q: 3 clusters Score -6125610 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -6125664.000000 Penalty: 5377.947266
	Iteration 82Q: 3 clusters Score -6125664 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -6125708.500000 Penalty: 5377.947266
	Iteration 83Q: 3 clusters Score -6125708 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -6125785.000000 Penalty: 5377.947266
	Iteration 84Q: 3 clusters Score -6125785 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -6125816.500000 Penalty: 5377.947266
	Iteration 85Q: 3 clusters Score -6125816 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47481 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -6125841.000000 Penalty: 5377.947266
	Iteration 86Q: 3 clusters Score -6125841 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -6125881.500000 Penalty: 5377.947266
	Iteration 87Q: 3 clusters Score -6125882 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -6125895.500000 Penalty: 5377.947266
	Iteration 88Q: 3 clusters Score -6125896 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -6125922.500000 Penalty: 5377.947266
	Iteration 89Q: 3 clusters Score -6125922 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -6125946.500000 Penalty: 5377.947266
	Iteration 90Q: 3 clusters Score -6125946 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -6125976.000000 Penalty: 5377.947266
	Iteration 91Q: 3 clusters Score -6125976 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -6125989.000000 Penalty: 5377.947266
	Iteration 92Q: 3 clusters Score -6125989 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -6126011.000000 Penalty: 5377.947266
	Iteration 93Q: 3 clusters Score -6126011 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -6126029.500000 Penalty: 5377.947266
	Iteration 94Q: 3 clusters Score -6126030 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -6126035.500000 Penalty: 5377.947266
	Iteration 95Q: 3 clusters Score -6126036 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -6126046.000000 Penalty: 5377.947266
	Iteration 96Q: 3 clusters Score -6126046 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -6126076.500000 Penalty: 5377.947266
	Iteration 97Q: 3 clusters Score -6126076 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -6126087.500000 Penalty: 5377.947266
	Iteration 98Q: 3 clusters Score -6126088 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -6126103.000000 Penalty: 5377.947266
	Iteration 99Q: 3 clusters Score -6126103 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -6126128.500000 Penalty: 5377.947266
	Iteration 100F: 3 clusters Score -6126128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -6126144.000000 Penalty: 5377.947266
	Iteration 101Q: 3 clusters Score -6126144 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -6126153.500000 Penalty: 5377.947266
	Iteration 102Q: 3 clusters Score -6126154 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -6126169.500000 Penalty: 5377.947266
	Iteration 103Q: 3 clusters Score -6126170 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6126165.000000 Penalty: 5377.947266
	Iteration 104Q: 3 clusters Score -6126165 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6126178.000000 Penalty: 5377.947266
	Iteration 105Q: 3 clusters Score -6126178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6126191.000000 Penalty: 5377.947266
	Iteration 106Q: 3 clusters Score -6126191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -6126194.500000 Penalty: 5377.947266
	Iteration 107Q: 3 clusters Score -6126194 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -6126196.000000 Penalty: 5377.947266
	Iteration 108Q: 3 clusters Score -6126196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -6126204.000000 Penalty: 5377.947266
	Iteration 109Q: 3 clusters Score -6126204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -6126212.000000 Penalty: 5377.947266
	Iteration 110Q: 3 clusters Score -6126212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -6126213.000000 Penalty: 5377.947266
	Iteration 111Q: 3 clusters Score -6126213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6126224.000000 Penalty: 5377.947266
	Iteration 112Q: 3 clusters Score -6126224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -6126228.500000 Penalty: 5377.947266
	Iteration 113Q: 3 clusters Score -6126228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -6126232.500000 Penalty: 5377.947266
	Iteration 114Q: 3 clusters Score -6126232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -6126234.000000 Penalty: 5377.947266
	Iteration 115Q: 3 clusters Score -6126234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -6126244.500000 Penalty: 5377.947266
	Iteration 116Q: 3 clusters Score -6126244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -6126247.500000 Penalty: 5377.947266
	Iteration 117Q: 3 clusters Score -6126248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6126253.500000 Penalty: 5377.947266
	Iteration 118Q: 3 clusters Score -6126254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -6126254.000000 Penalty: 5377.947266
	Iteration 119Q: 3 clusters Score -6126254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -6126265.500000 Penalty: 5377.947266
	Iteration 120F: 3 clusters Score -6126266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6126267.000000 Penalty: 5377.947266
	Iteration 121Q: 3 clusters Score -6126267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6126276.500000 Penalty: 5377.947266
	Iteration 122Q: 3 clusters Score -6126276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6126266.000000 Penalty: 5377.947266
	Iteration 123Q: 3 clusters Score -6126266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6126272.000000 Penalty: 5377.947266
	Iteration 124Q: 3 clusters Score -6126272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -6126271.000000 Penalty: 5377.947266
	Iteration 125Q: 3 clusters Score -6126271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6126274.500000 Penalty: 5377.947266
	Iteration 126Q: 3 clusters Score -6126274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -6126283.000000 Penalty: 5377.947266
	Iteration 127Q: 3 clusters Score -6126283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6126283.500000 Penalty: 5377.947266
	Iteration 128Q: 3 clusters Score -6126284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6126280.000000 Penalty: 5377.947266
	Iteration 129Q: 3 clusters Score -6126280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -6126274.000000 Penalty: 5377.947266
	Iteration 130Q: 3 clusters Score -6126274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6126272.500000 Penalty: 5377.947266
	Iteration 131Q: 3 clusters Score -6126272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6126273.500000 Penalty: 5377.947266
	Iteration 132Q: 3 clusters Score -6126274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6126285.000000 Penalty: 5377.947266
	Iteration 133Q: 3 clusters Score -6126285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6126285.500000 Penalty: 5377.947266
	Iteration 134Q: 3 clusters Score -6126286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6126294.500000 Penalty: 5377.947266
	Iteration 135Q: 3 clusters Score -6126294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6126294.000000 Penalty: 5377.947266
	Iteration 136Q: 3 clusters Score -6126294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6126293.000000 Penalty: 5377.947266
	Iteration 137Q: 3 clusters Score -6126293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6126301.000000 Penalty: 5377.947266
	Iteration 138Q: 3 clusters Score -6126301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6126297.000000 Penalty: 5377.947266
	Iteration 139Q: 3 clusters Score -6126297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6126287.500000 Penalty: 5377.947266
	Iteration 140F: 3 clusters Score -6126288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6126289.500000 Penalty: 5377.947266
	Iteration 141Q: 3 clusters Score -6126290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6126293.500000 Penalty: 5377.947266
	Iteration 142Q: 3 clusters Score -6126294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6126291.500000 Penalty: 5377.947266
	Iteration 143Q: 3 clusters Score -6126292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6126298.000000 Penalty: 5377.947266
	Iteration 144Q: 3 clusters Score -6126298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -6126296.000000 Penalty: 5377.947266
	Iteration 145Q: 3 clusters Score -6126296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6126304.000000 Penalty: 5377.947266
	Iteration 146Q: 3 clusters Score -6126304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6126306.500000 Penalty: 5377.947266
	Iteration 147Q: 3 clusters Score -6126306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6126302.000000 Penalty: 5377.947266
	Iteration 148Q: 3 clusters Score -6126302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -6126304.000000 Penalty: 5377.947266
	Iteration 149Q: 3 clusters Score -6126304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6126302.500000 Penalty: 5377.947266
	Iteration 150Q: 3 clusters Score -6126302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6126307.500000 Penalty: 5377.947266
	Iteration 151Q: 3 clusters Score -6126308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -6126307.000000 Penalty: 5377.947266
	Iteration 152Q: 3 clusters Score -6126307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6126303.500000 Penalty: 5377.947266
	Iteration 153Q: 3 clusters Score -6126304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6126306.500000 Penalty: 5377.947266
	Iteration 154Q: 3 clusters Score -6126306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6126306.500000 Penalty: 5377.947266
	Iteration 155F: 3 clusters Score -6126306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Entering Unmasked Estep 
Score: -7911651.000000 Penalty: 2746.901855
	Iteration 0F: 2 clusters Score -7911651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -7868281.500000 Penalty: 5493.803711
	Iteration 0F: 3 clusters Score -7868282 nChanged 30310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -7886448.500000 Penalty: 5493.803711
	Iteration 1F: 3 clusters Score -7886448 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -7889913.000000 Penalty: 5493.803711
	Iteration 2F: 3 clusters Score -7889913 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -7896151.000000 Penalty: 5493.803711
	Iteration 3F: 3 clusters Score -7896151 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -7902674.000000 Penalty: 5493.803711
	Iteration 4F: 3 clusters Score -7902674 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -7906319.500000 Penalty: 5493.803711
	Iteration 5F: 3 clusters Score -7906320 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -7907794.000000 Penalty: 5493.803711
	Iteration 6Q: 3 clusters Score -7907794 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -7908246.500000 Penalty: 5493.803711
	Iteration 7Q: 3 clusters Score -7908246 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -7908655.000000 Penalty: 5493.803711
	Iteration 8Q: 3 clusters Score -7908655 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -7908846.000000 Penalty: 5493.803711
	Iteration 9Q: 3 clusters Score -7908846 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -7909071.000000 Penalty: 5493.803711
	Iteration 10Q: 3 clusters Score -7909071 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -7909324.500000 Penalty: 5493.803711
	Iteration 11Q: 3 clusters Score -7909324 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -7909577.000000 Penalty: 5493.803711
	Iteration 12Q: 3 clusters Score -7909577 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -7909752.500000 Penalty: 5493.803711
	Iteration 13Q: 3 clusters Score -7909752 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -7909957.000000 Penalty: 5493.803711
	Iteration 14Q: 3 clusters Score -7909957 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56311 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -7910148.000000 Penalty: 5493.803711
	Iteration 15Q: 3 clusters Score -7910148 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56909 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -7910303.000000 Penalty: 5493.803711
	Iteration 16Q: 3 clusters Score -7910303 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -7910462.000000 Penalty: 5493.803711
	Iteration 17Q: 3 clusters Score -7910462 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -7910540.000000 Penalty: 5493.803711
	Iteration 18Q: 3 clusters Score -7910540 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -7910596.000000 Penalty: 5493.803711
	Iteration 19Q: 3 clusters Score -7910596 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -7910674.500000 Penalty: 5493.803711
	Iteration 20F: 3 clusters Score -7910674 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -7910717.000000 Penalty: 5493.803711
	Iteration 21Q: 3 clusters Score -7910717 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -7910765.000000 Penalty: 5493.803711
	Iteration 22Q: 3 clusters Score -7910765 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -7910778.000000 Penalty: 5493.803711
	Iteration 23Q: 3 clusters Score -7910778 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59658 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -7910806.000000 Penalty: 5493.803711
	Iteration 24Q: 3 clusters Score -7910806 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -7910845.500000 Penalty: 5493.803711
	Iteration 25Q: 3 clusters Score -7910846 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59952 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -7910868.500000 Penalty: 5493.803711
	Iteration 26Q: 3 clusters Score -7910868 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60066 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -7910888.000000 Penalty: 5493.803711
	Iteration 27Q: 3 clusters Score -7910888 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60161 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -7910903.500000 Penalty: 5493.803711
	Iteration 28Q: 3 clusters Score -7910904 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60221 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -7910899.500000 Penalty: 5493.803711
	Iteration 29Q: 3 clusters Score -7910900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -7910916.500000 Penalty: 5493.803711
	Iteration 30Q: 3 clusters Score -7910916 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60329 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -7910911.500000 Penalty: 5493.803711
	Iteration 31Q: 3 clusters Score -7910912 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -7910910.500000 Penalty: 5493.803711
	Iteration 32Q: 3 clusters Score -7910910 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60428 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -7910911.000000 Penalty: 5493.803711
	Iteration 33Q: 3 clusters Score -7910911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60459 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -7910917.500000 Penalty: 5493.803711
	Iteration 34Q: 3 clusters Score -7910918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -7910930.500000 Penalty: 5493.803711
	Iteration 35Q: 3 clusters Score -7910930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -7910917.000000 Penalty: 5493.803711
	Iteration 36Q: 3 clusters Score -7910917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -7910920.000000 Penalty: 5493.803711
	Iteration 37Q: 3 clusters Score -7910920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60566 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -7910915.000000 Penalty: 5493.803711
	Iteration 38Q: 3 clusters Score -7910915 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60602 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -7910922.500000 Penalty: 5493.803711
	Iteration 39Q: 3 clusters Score -7910922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60639 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -7910916.000000 Penalty: 5493.803711
	Iteration 40F: 3 clusters Score -7910916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60676 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -7910941.500000 Penalty: 5493.803711
	Iteration 41Q: 3 clusters Score -7910942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60709 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -7910932.000000 Penalty: 5493.803711
	Iteration 42Q: 3 clusters Score -7910932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60737 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -7910936.500000 Penalty: 5493.803711
	Iteration 43Q: 3 clusters Score -7910936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60757 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -7910939.000000 Penalty: 5493.803711
	Iteration 44Q: 3 clusters Score -7910939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -7910943.000000 Penalty: 5493.803711
	Iteration 45Q: 3 clusters Score -7910943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60784 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -7910951.500000 Penalty: 5493.803711
	Iteration 46Q: 3 clusters Score -7910952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60796 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -7910943.500000 Penalty: 5493.803711
	Iteration 47Q: 3 clusters Score -7910944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -7910944.000000 Penalty: 5493.803711
	Iteration 48Q: 3 clusters Score -7910944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -7910939.000000 Penalty: 5493.803711
	Iteration 49Q: 3 clusters Score -7910939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60823 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -7910937.500000 Penalty: 5493.803711
	Iteration 50Q: 3 clusters Score -7910938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -7910939.500000 Penalty: 5493.803711
	Iteration 51Q: 3 clusters Score -7910940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60830 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -7910938.500000 Penalty: 5493.803711
	Iteration 52Q: 3 clusters Score -7910938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -7910940.000000 Penalty: 5493.803711
	Iteration 53Q: 3 clusters Score -7910940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -7910937.000000 Penalty: 5493.803711
	Iteration 54Q: 3 clusters Score -7910937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60841 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -7910936.000000 Penalty: 5493.803711
	Iteration 55Q: 3 clusters Score -7910936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -7910946.500000 Penalty: 5493.803711
	Iteration 56Q: 3 clusters Score -7910946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -7910937.000000 Penalty: 5493.803711
	Iteration 57Q: 3 clusters Score -7910937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -7910937.000000 Penalty: 5493.803711
	Iteration 58F: 3 clusters Score -7910937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -5625.593750 Penalty: 1089.823364
	Iteration 0F: 2 clusters Score -5625.594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5034.606445 Penalty: 2179.646729
	Iteration 0F: 3 clusters Score -5034.606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Entering Unmasked Estep 
Score: -542984.437500 Penalty: 2093.197510
	Iteration 0F: 2 clusters Score -542984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -538648.000000 Penalty: 4186.395020
	Iteration 0F: 3 clusters Score -538648 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -539738.125000 Penalty: 4186.395020
	Iteration 1F: 3 clusters Score -539738.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -540027.625000 Penalty: 4186.395020
	Iteration 2F: 3 clusters Score -540027.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -540250.187500 Penalty: 4186.395020
	Iteration 3F: 3 clusters Score -540250.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -540476.687500 Penalty: 4186.395020
	Iteration 4F: 3 clusters Score -540476.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -540729.500000 Penalty: 4186.395020
	Iteration 5F: 3 clusters Score -540729.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -540993.062500 Penalty: 4186.395020
	Iteration 6F: 3 clusters Score -540993.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -541225.187500 Penalty: 4186.395020
	Iteration 7F: 3 clusters Score -541225.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -541450.312500 Penalty: 4186.395020
	Iteration 8F: 3 clusters Score -541450.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -541621.750000 Penalty: 4186.395020
	Iteration 9Q: 3 clusters Score -541621.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -541722.812500 Penalty: 4186.395020
	Iteration 10Q: 3 clusters Score -541722.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -541774.187500 Penalty: 4186.395020
	Iteration 11Q: 3 clusters Score -541774.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -541800.625000 Penalty: 4186.395020
	Iteration 12Q: 3 clusters Score -541800.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -541812.125000 Penalty: 4186.395020
	Iteration 13Q: 3 clusters Score -541812.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -541825.000000 Penalty: 4186.395020
	Iteration 14Q: 3 clusters Score -541825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -541833.687500 Penalty: 4186.395020
	Iteration 15Q: 3 clusters Score -541833.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -541838.687500 Penalty: 4186.395020
	Iteration 16Q: 3 clusters Score -541838.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -541842.875000 Penalty: 4186.395020
	Iteration 17Q: 3 clusters Score -541842.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -541846.687500 Penalty: 4186.395020
	Iteration 18Q: 3 clusters Score -541846.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -541851.625000 Penalty: 4186.395020
	Iteration 19Q: 3 clusters Score -541851.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -541854.437500 Penalty: 4186.395020
	Iteration 20F: 3 clusters Score -541854.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -541855.437500 Penalty: 4186.395020
	Iteration 21Q: 3 clusters Score -541855.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -541857.625000 Penalty: 4186.395020
	Iteration 22Q: 3 clusters Score -541857.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -541857.937500 Penalty: 4186.395020
	Iteration 23Q: 3 clusters Score -541857.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -541861.375000 Penalty: 4186.395020
	Iteration 24Q: 3 clusters Score -541861.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -541862.375000 Penalty: 4186.395020
	Iteration 25Q: 3 clusters Score -541862.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -541862.812500 Penalty: 4186.395020
	Iteration 26Q: 3 clusters Score -541862.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -541862.437500 Penalty: 4186.395020
	Iteration 27Q: 3 clusters Score -541862.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -541862.437500 Penalty: 4186.395020
	Iteration 28F: 3 clusters Score -541862.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -81457.390625 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -81457.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -79715.406250 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -79715.41 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80035.523438 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -80035.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -80187.070312 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -80187.07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -80312.382812 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -80312.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -80466.078125 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -80466.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -80623.585938 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -80623.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -80705.156250 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -80705.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -80771.554688 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -80771.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -80803.781250 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -80803.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -80826.742188 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -80826.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -80853.773438 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -80853.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -80875.570312 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -80875.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -80886.625000 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -80886.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80899.039062 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -80899.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80906.828125 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -80906.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -80920.015625 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -80920.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -80928.812500 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -80928.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -80936.992188 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -80936.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -80948.359375 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -80948.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -80953.164062 Penalty: 3306.179199
	Iteration 19Q: 3 clusters Score -80953.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -80956.851562 Penalty: 3306.179199
	Iteration 20F: 3 clusters Score -80956.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -80958.437500 Penalty: 3306.179199
	Iteration 21Q: 3 clusters Score -80958.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80966.695312 Penalty: 3306.179199
	Iteration 22Q: 3 clusters Score -80966.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80966.695312 Penalty: 3306.179199
	Iteration 23F: 3 clusters Score -80966.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -139476.812500 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -139476.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -137463.046875 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -137463 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -137815.906250 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -137815.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -137961.640625 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -137961.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -138094.828125 Penalty: 3492.540283
	Iteration 3F: 3 clusters Score -138094.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -138173.218750 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -138173.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -138216.171875 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -138216.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -138248.687500 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -138248.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -138268.453125 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -138268.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -138283.343750 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -138283.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -138293.468750 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -138293.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -138300.171875 Penalty: 3492.540283
	Iteration 10Q: 3 clusters Score -138300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -138309.406250 Penalty: 3492.540283
	Iteration 11Q: 3 clusters Score -138309.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -138318.265625 Penalty: 3492.540283
	Iteration 12Q: 3 clusters Score -138318.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -138325.734375 Penalty: 3492.540283
	Iteration 13Q: 3 clusters Score -138325.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -138328.234375 Penalty: 3492.540283
	Iteration 14Q: 3 clusters Score -138328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -138329.328125 Penalty: 3492.540283
	Iteration 15Q: 3 clusters Score -138329.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -138329.328125 Penalty: 3492.540283
	Iteration 16F: 3 clusters Score -138329.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (44863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Entering Unmasked Estep 
Score: -5571916.500000 Penalty: 2656.419434
	Iteration 0F: 2 clusters Score -5571916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -5541667.000000 Penalty: 5312.838867
	Iteration 0F: 3 clusters Score -5541667 nChanged 20558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -5553197.500000 Penalty: 5312.838867
	Iteration 1F: 3 clusters Score -5553198 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -5554011.500000 Penalty: 5312.838867
	Iteration 2Q: 3 clusters Score -5554012 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -5555148.500000 Penalty: 5312.838867
	Iteration 3F: 3 clusters Score -5555148 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -5556781.000000 Penalty: 5312.838867
	Iteration 4F: 3 clusters Score -5556781 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -5559068.000000 Penalty: 5312.838867
	Iteration 5F: 3 clusters Score -5559068 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -5561871.000000 Penalty: 5312.838867
	Iteration 6F: 3 clusters Score -5561871 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -5564770.500000 Penalty: 5312.838867
	Iteration 7F: 3 clusters Score -5564770 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -5567010.000000 Penalty: 5312.838867
	Iteration 8F: 3 clusters Score -5567010 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5568369.500000 Penalty: 5312.838867
	Iteration 9Q: 3 clusters Score -5568370 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5569099.500000 Penalty: 5312.838867
	Iteration 10Q: 3 clusters Score -5569100 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5569427.000000 Penalty: 5312.838867
	Iteration 11Q: 3 clusters Score -5569427 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5569602.500000 Penalty: 5312.838867
	Iteration 12Q: 3 clusters Score -5569602 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5569710.500000 Penalty: 5312.838867
	Iteration 13Q: 3 clusters Score -5569710 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5569805.000000 Penalty: 5312.838867
	Iteration 14Q: 3 clusters Score -5569805 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5569850.000000 Penalty: 5312.838867
	Iteration 15Q: 3 clusters Score -5569850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5569873.500000 Penalty: 5312.838867
	Iteration 16Q: 3 clusters Score -5569874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5569891.500000 Penalty: 5312.838867
	Iteration 17Q: 3 clusters Score -5569892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -5569909.500000 Penalty: 5312.838867
	Iteration 18Q: 3 clusters Score -5569910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5569911.500000 Penalty: 5312.838867
	Iteration 19Q: 3 clusters Score -5569912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5569913.500000 Penalty: 5312.838867
	Iteration 20F: 3 clusters Score -5569914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5569914.500000 Penalty: 5312.838867
	Iteration 21Q: 3 clusters Score -5569914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5569921.000000 Penalty: 5312.838867
	Iteration 22Q: 3 clusters Score -5569921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5569917.500000 Penalty: 5312.838867
	Iteration 23Q: 3 clusters Score -5569918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5569919.000000 Penalty: 5312.838867
	Iteration 24Q: 3 clusters Score -5569919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5569922.000000 Penalty: 5312.838867
	Iteration 25Q: 3 clusters Score -5569922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5569922.000000 Penalty: 5312.838867
	Iteration 26F: 3 clusters Score -5569922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -34066.539062 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -34066.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32740.814453 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -32740.81 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32885.539062 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -32885.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32925.062500 Penalty: 2892.613770
	Iteration 2Q: 3 clusters Score -32925.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32936.128906 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -32936.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32944.937500 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -32944.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32946.937500 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -32946.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32946.937500 Penalty: 2892.613770
	Iteration 6F: 3 clusters Score -32946.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -69587.585938 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -69587.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68059.359375 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -68059.36 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68497.007812 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -68497.01 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -68802.398438 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -68802.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -69057.820312 Penalty: 3200.998047
	Iteration 3F: 3 clusters Score -69057.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -69422.593750 Penalty: 3200.998047
	Iteration 4F: 3 clusters Score -69422.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -69754.554688 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -69754.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -69855.187500 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -69855.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -69867.929688 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -69867.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -69878.703125 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -69878.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -69882.492188 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -69882.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -69884.281250 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -69884.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -69884.281250 Penalty: 3200.998047
	Iteration 11F: 3 clusters Score -69884.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57102 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24359 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239272 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159966 members 
Mstep: Class 12 contains 68007 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197119 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196078 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51156 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44863 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 198 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Mstep: Class 35 contains 437 members 
Entering Unmasked Estep 
Score: -148073520.000000 Penalty: 121824.687500
Splitting cluster 29 changes total score from -148075408.000000 to -148073520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -204056.015625 Penalty: 1837.916138
	Iteration 0F: 2 clusters Score -204056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -201649.171875 Penalty: 3675.832275
	Iteration 0F: 3 clusters Score -201649.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -202041.546875 Penalty: 3675.832275
	Iteration 1F: 3 clusters Score -202041.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -202136.281250 Penalty: 3675.832275
	Iteration 2F: 3 clusters Score -202136.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -202189.906250 Penalty: 3675.832275
	Iteration 3Q: 3 clusters Score -202189.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -202224.312500 Penalty: 3675.832275
	Iteration 4Q: 3 clusters Score -202224.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -202248.656250 Penalty: 3675.832275
	Iteration 5Q: 3 clusters Score -202248.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -202260.062500 Penalty: 3675.832275
	Iteration 6Q: 3 clusters Score -202260.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -202262.984375 Penalty: 3675.832275
	Iteration 7Q: 3 clusters Score -202263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -202268.953125 Penalty: 3675.832275
	Iteration 8Q: 3 clusters Score -202269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -202274.046875 Penalty: 3675.832275
	Iteration 9Q: 3 clusters Score -202274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -202276.437500 Penalty: 3675.832275
	Iteration 10Q: 3 clusters Score -202276.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -202280.515625 Penalty: 3675.832275
	Iteration 11Q: 3 clusters Score -202280.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -202284.765625 Penalty: 3675.832275
	Iteration 12Q: 3 clusters Score -202284.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -202288.546875 Penalty: 3675.832275
	Iteration 13Q: 3 clusters Score -202288.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -202289.531250 Penalty: 3675.832275
	Iteration 14Q: 3 clusters Score -202289.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -202293.765625 Penalty: 3675.832275
	Iteration 15Q: 3 clusters Score -202293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -202295.625000 Penalty: 3675.832275
	Iteration 16Q: 3 clusters Score -202295.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -202297.265625 Penalty: 3675.832275
	Iteration 17Q: 3 clusters Score -202297.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -202299.656250 Penalty: 3675.832275
	Iteration 18Q: 3 clusters Score -202299.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -202300.843750 Penalty: 3675.832275
	Iteration 19Q: 3 clusters Score -202300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -202302.500000 Penalty: 3675.832275
	Iteration 20F: 3 clusters Score -202302.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -202304.968750 Penalty: 3675.832275
	Iteration 21Q: 3 clusters Score -202305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -202306.765625 Penalty: 3675.832275
	Iteration 22Q: 3 clusters Score -202306.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -202307.953125 Penalty: 3675.832275
	Iteration 23Q: 3 clusters Score -202308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -202309.406250 Penalty: 3675.832275
	Iteration 24Q: 3 clusters Score -202309.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -202311.015625 Penalty: 3675.832275
	Iteration 25Q: 3 clusters Score -202311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -202311.968750 Penalty: 3675.832275
	Iteration 26Q: 3 clusters Score -202312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -202313.890625 Penalty: 3675.832275
	Iteration 27Q: 3 clusters Score -202313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -202315.453125 Penalty: 3675.832275
	Iteration 28Q: 3 clusters Score -202315.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -202316.984375 Penalty: 3675.832275
	Iteration 29Q: 3 clusters Score -202317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -202316.984375 Penalty: 3675.832275
	Iteration 30F: 3 clusters Score -202317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -57570.035156 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -57570.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56047.250000 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -56047.25 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56182.925781 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -56182.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56232.214844 Penalty: 3086.397705
	Iteration 2Q: 3 clusters Score -56232.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56257.164062 Penalty: 3086.397705
	Iteration 3Q: 3 clusters Score -56257.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56270.937500 Penalty: 3086.397705
	Iteration 4Q: 3 clusters Score -56270.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56291.058594 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -56291.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56300.472656 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -56300.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56303.246094 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -56303.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56303.246094 Penalty: 3086.397705
	Iteration 8F: 3 clusters Score -56303.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -11169.950195 Penalty: 1203.303467
	Iteration 0F: 2 clusters Score -11169.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -10250.098633 Penalty: 2406.606934
	Iteration 0F: 3 clusters Score -10250.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -10283.650391 Penalty: 2406.606934
	Iteration 1Q: 3 clusters Score -10283.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10321.382812 Penalty: 2406.606934
	Iteration 2Q: 3 clusters Score -10321.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10329.286133 Penalty: 2406.606934
	Iteration 3Q: 3 clusters Score -10329.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10329.286133 Penalty: 2406.606934
	Iteration 4F: 3 clusters Score -10329.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -217527.890625 Penalty: 1853.743408
	Iteration 0F: 2 clusters Score -217527.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -215045.843750 Penalty: 3707.486816
	Iteration 0F: 3 clusters Score -215045.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -215468.531250 Penalty: 3707.486816
	Iteration 1F: 3 clusters Score -215468.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -215581.296875 Penalty: 3707.486816
	Iteration 2F: 3 clusters Score -215581.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -215636.468750 Penalty: 3707.486816
	Iteration 3Q: 3 clusters Score -215636.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -215681.359375 Penalty: 3707.486816
	Iteration 4Q: 3 clusters Score -215681.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -215704.531250 Penalty: 3707.486816
	Iteration 5Q: 3 clusters Score -215704.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -215723.812500 Penalty: 3707.486816
	Iteration 6Q: 3 clusters Score -215723.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -215736.765625 Penalty: 3707.486816
	Iteration 7Q: 3 clusters Score -215736.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -215747.812500 Penalty: 3707.486816
	Iteration 8Q: 3 clusters Score -215747.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -215752.625000 Penalty: 3707.486816
	Iteration 9Q: 3 clusters Score -215752.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -215757.500000 Penalty: 3707.486816
	Iteration 10Q: 3 clusters Score -215757.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -215759.578125 Penalty: 3707.486816
	Iteration 11Q: 3 clusters Score -215759.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -215761.468750 Penalty: 3707.486816
	Iteration 12Q: 3 clusters Score -215761.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -215765.531250 Penalty: 3707.486816
	Iteration 13Q: 3 clusters Score -215765.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -215766.375000 Penalty: 3707.486816
	Iteration 14Q: 3 clusters Score -215766.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -215767.609375 Penalty: 3707.486816
	Iteration 15Q: 3 clusters Score -215767.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -215767.609375 Penalty: 3707.486816
	Iteration 16F: 3 clusters Score -215767.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -42872.222656 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -42872.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41393.078125 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -41393.08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41644.078125 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -41644.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41713.972656 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -41713.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41768.863281 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -41768.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41781.851562 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -41781.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41793.000000 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -41793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41822.480469 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -41822.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41845.433594 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -41845.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41870.152344 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -41870.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41922.453125 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -41922.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41990.644531 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -41990.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -42062.992188 Penalty: 3044.312744
	Iteration 11Q: 3 clusters Score -42062.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42109.425781 Penalty: 3044.312744
	Iteration 12Q: 3 clusters Score -42109.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -42147.628906 Penalty: 3044.312744
	Iteration 13Q: 3 clusters Score -42147.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42155.527344 Penalty: 3044.312744
	Iteration 14Q: 3 clusters Score -42155.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42159.031250 Penalty: 3044.312744
	Iteration 15Q: 3 clusters Score -42159.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -42161.769531 Penalty: 3044.312744
	Iteration 16Q: 3 clusters Score -42161.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42163.128906 Penalty: 3044.312744
	Iteration 17Q: 3 clusters Score -42163.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42163.128906 Penalty: 3044.312744
	Iteration 18F: 3 clusters Score -42163.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57102 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24359 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239272 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159966 members 
Mstep: Class 12 contains 68007 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197119 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196078 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51156 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44863 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075344.000000 Penalty: 118343.976562
Iteration 279Q: 35 clusters Score -1.480753e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57102 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239292 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159966 members 
Mstep: Class 12 contains 68008 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197125 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196048 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51160 members 
Mstep: Class 22 contains 64617 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44860 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075296.000000 Penalty: 118343.976562
Iteration 280F: 35 clusters Score -1.480753e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57102 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239315 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159964 members 
Mstep: Class 12 contains 68009 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197139 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 196010 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51162 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44861 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075440.000000 Penalty: 118343.976562
Iteration 281Q: 35 clusters Score -1.480754e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57102 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239344 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159971 members 
Mstep: Class 12 contains 68010 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197151 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195964 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51163 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44857 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075360.000000 Penalty: 118343.976562
Iteration 282Q: 35 clusters Score -1.480754e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57103 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239378 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159971 members 
Mstep: Class 12 contains 68010 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197156 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195923 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51164 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44857 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075328.000000 Penalty: 118343.976562
Iteration 283Q: 35 clusters Score -1.480753e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57101 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239410 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159973 members 
Mstep: Class 12 contains 68009 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197168 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195881 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51167 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44854 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075488.000000 Penalty: 118343.976562
Iteration 284Q: 35 clusters Score -1.480755e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57099 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239451 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159983 members 
Mstep: Class 12 contains 68009 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197185 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195818 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51167 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44851 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075504.000000 Penalty: 118343.976562
Iteration 285Q: 35 clusters Score -1.480755e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57098 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239493 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159996 members 
Mstep: Class 12 contains 68003 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197200 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195754 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51169 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44850 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075472.000000 Penalty: 118343.976562
Iteration 286Q: 35 clusters Score -1.480755e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57100 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239532 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 160003 members 
Mstep: Class 12 contains 68004 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197210 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195695 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51173 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44846 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075472.000000 Penalty: 118343.976562
Iteration 287Q: 35 clusters Score -1.480755e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57103 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239572 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 160005 members 
Mstep: Class 12 contains 68004 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197221 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195644 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51174 members 
Mstep: Class 22 contains 64614 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44841 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075616.000000 Penalty: 118343.976562
Iteration 288Q: 35 clusters Score -1.480756e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57103 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239617 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 160009 members 
Mstep: Class 12 contains 68008 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197227 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195590 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51173 members 
Mstep: Class 22 contains 64614 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44837 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075520.000000 Penalty: 118343.976562
Iteration 289Q: 35 clusters Score -1.480755e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57101 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239659 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 160011 members 
Mstep: Class 12 contains 68003 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197233 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195548 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51174 members 
Mstep: Class 22 contains 64614 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44835 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075408.000000 Penalty: 118343.976562
Iteration 290Q: 35 clusters Score -1.480754e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57101 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239696 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 160005 members 
Mstep: Class 12 contains 68002 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197240 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195513 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51178 members 
Mstep: Class 22 contains 64612 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44831 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075440.000000 Penalty: 118343.976562
Iteration 291Q: 35 clusters Score -1.480754e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57106 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239734 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 160005 members 
Mstep: Class 12 contains 68001 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197246 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195461 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51182 members 
Mstep: Class 22 contains 64612 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44831 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075488.000000 Penalty: 118343.976562
Iteration 292Q: 35 clusters Score -1.480755e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57110 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239765 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 160005 members 
Mstep: Class 12 contains 68001 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197256 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195415 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51186 members 
Mstep: Class 22 contains 64613 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44827 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075568.000000 Penalty: 118343.976562
Iteration 293Q: 35 clusters Score -1.480756e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57113 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239801 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 160009 members 
Mstep: Class 12 contains 67999 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197269 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195367 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51187 members 
Mstep: Class 22 contains 64614 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44819 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075424.000000 Penalty: 118343.976562
Iteration 294Q: 35 clusters Score -1.480754e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57121 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239834 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 160009 members 
Mstep: Class 12 contains 67995 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197284 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195318 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51187 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44815 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075376.000000 Penalty: 118343.976562
Iteration 295Q: 35 clusters Score -1.480754e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 57131 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239857 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 160004 members 
Mstep: Class 12 contains 67995 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197299 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195278 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51186 members 
Mstep: Class 22 contains 64613 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44815 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075328.000000 Penalty: 118343.976562
Iteration 296Q: 35 clusters Score -1.480753e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57138 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239886 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159995 members 
Mstep: Class 12 contains 67995 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197313 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195245 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51181 members 
Mstep: Class 22 contains 64613 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44811 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075424.000000 Penalty: 118343.976562
Iteration 297Q: 35 clusters Score -1.480754e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57147 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239927 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159993 members 
Mstep: Class 12 contains 67994 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197324 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195191 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51176 members 
Mstep: Class 22 contains 64613 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44812 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075296.000000 Penalty: 118343.976562
Iteration 298Q: 35 clusters Score -1.480753e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57153 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 239962 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159989 members 
Mstep: Class 12 contains 67990 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197334 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195149 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51176 members 
Mstep: Class 22 contains 64613 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44811 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075248.000000 Penalty: 118343.976562
Iteration 299Q: 35 clusters Score -1.480752e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57156 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240013 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159988 members 
Mstep: Class 12 contains 67986 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197346 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32800 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195097 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51177 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44804 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075296.000000 Penalty: 118343.976562
Iteration 300F: 35 clusters Score -1.480753e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57161 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240053 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159980 members 
Mstep: Class 12 contains 67987 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197355 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32800 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 195050 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51180 members 
Mstep: Class 22 contains 64610 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44802 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075344.000000 Penalty: 118343.976562
Iteration 301Q: 35 clusters Score -1.480753e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57166 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240095 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159974 members 
Mstep: Class 12 contains 67987 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197366 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32800 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194998 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51181 members 
Mstep: Class 22 contains 64610 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44801 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075184.000000 Penalty: 118343.976562
Iteration 302Q: 35 clusters Score -1.480752e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57168 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240140 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159969 members 
Mstep: Class 12 contains 67990 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197372 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32800 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194954 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51180 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44794 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075264.000000 Penalty: 118343.976562
Iteration 303Q: 35 clusters Score -1.480753e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57170 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240183 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159957 members 
Mstep: Class 12 contains 67991 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197381 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32800 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194920 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51179 members 
Mstep: Class 22 contains 64610 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44787 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075280.000000 Penalty: 118343.976562
Iteration 304Q: 35 clusters Score -1.480753e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57175 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24360 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240225 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159944 members 
Mstep: Class 12 contains 67991 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197395 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32800 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194872 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51180 members 
Mstep: Class 22 contains 64610 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44786 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075152.000000 Penalty: 118343.976562
Iteration 305Q: 35 clusters Score -1.480752e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57182 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240254 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159926 members 
Mstep: Class 12 contains 67992 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197408 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32800 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194844 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51182 members 
Mstep: Class 22 contains 64612 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44777 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075264.000000 Penalty: 118343.976562
Iteration 306Q: 35 clusters Score -1.480753e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57189 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240272 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159915 members 
Mstep: Class 12 contains 67991 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197427 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32800 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194814 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51185 members 
Mstep: Class 22 contains 64612 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44772 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075296.000000 Penalty: 118343.976562
Iteration 307Q: 35 clusters Score -1.480753e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57193 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240293 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159895 members 
Mstep: Class 12 contains 67991 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197436 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32800 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194802 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51185 members 
Mstep: Class 22 contains 64612 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44770 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075264.000000 Penalty: 118343.976562
Iteration 308Q: 35 clusters Score -1.480753e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57195 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240316 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159875 members 
Mstep: Class 12 contains 67994 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197447 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32800 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194787 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51186 members 
Mstep: Class 22 contains 64612 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44765 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075328.000000 Penalty: 118343.976562
Iteration 309Q: 35 clusters Score -1.480753e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57197 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240352 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159866 members 
Mstep: Class 12 contains 67990 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197464 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32800 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194748 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51188 members 
Mstep: Class 22 contains 64612 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44760 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075520.000000 Penalty: 118343.976562
Iteration 310Q: 35 clusters Score -1.480755e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 57201 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240396 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159850 members 
Mstep: Class 12 contains 67988 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197476 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32800 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194713 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51187 members 
Mstep: Class 22 contains 64612 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44753 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075616.000000 Penalty: 118343.976562
Iteration 311Q: 35 clusters Score -1.480756e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 57208 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240424 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159825 members 
Mstep: Class 12 contains 67990 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197486 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32800 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194695 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51186 members 
Mstep: Class 22 contains 64612 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44751 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075408.000000 Penalty: 118343.976562
Iteration 312Q: 35 clusters Score -1.480754e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 57213 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240451 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159815 members 
Mstep: Class 12 contains 67988 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197495 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32800 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194666 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51187 members 
Mstep: Class 22 contains 64612 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44749 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075520.000000 Penalty: 118343.976562
Iteration 313Q: 35 clusters Score -1.480755e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 57218 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240464 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159810 members 
Mstep: Class 12 contains 67987 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197499 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32800 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194650 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51188 members 
Mstep: Class 22 contains 64612 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44747 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075616.000000 Penalty: 118343.976562
Iteration 314Q: 35 clusters Score -1.480756e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 57222 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240476 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159795 members 
Mstep: Class 12 contains 67990 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197504 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32800 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194639 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51190 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44748 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075696.000000 Penalty: 118343.976562
Iteration 315Q: 35 clusters Score -1.480757e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 57226 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240485 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159785 members 
Mstep: Class 12 contains 67989 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197507 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194633 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51192 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44748 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075680.000000 Penalty: 118343.976562
Iteration 316Q: 35 clusters Score -1.480757e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 57229 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240494 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159775 members 
Mstep: Class 12 contains 67989 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197514 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194629 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51192 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44743 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075664.000000 Penalty: 118343.976562
Iteration 317Q: 35 clusters Score -1.480757e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 57230 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240506 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159761 members 
Mstep: Class 12 contains 67991 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197519 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194628 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51192 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44738 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075696.000000 Penalty: 118343.976562
Iteration 318Q: 35 clusters Score -1.480757e+08 nChanged 85
Entering ConstructFrom: 
Score: -148075696.000000 Penalty: 118343.976562
Entering ConstructFrom: 
Trying to split cluster 1 (43470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Entering Unmasked Estep 
Score: -5202219.500000 Penalty: 2648.596924
	Iteration 0F: 2 clusters Score -5202220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -5172877.500000 Penalty: 5297.193848
	Iteration 0F: 3 clusters Score -5172878 nChanged 19876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -5184126.000000 Penalty: 5297.193848
	Iteration 1F: 3 clusters Score -5184126 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -5184983.000000 Penalty: 5297.193848
	Iteration 2Q: 3 clusters Score -5184983 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -5186161.500000 Penalty: 5297.193848
	Iteration 3F: 3 clusters Score -5186162 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -5187874.000000 Penalty: 5297.193848
	Iteration 4F: 3 clusters Score -5187874 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -5190148.000000 Penalty: 5297.193848
	Iteration 5F: 3 clusters Score -5190148 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -5192863.000000 Penalty: 5297.193848
	Iteration 6F: 3 clusters Score -5192863 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -5195419.500000 Penalty: 5297.193848
	Iteration 7F: 3 clusters Score -5195420 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -5197268.500000 Penalty: 5297.193848
	Iteration 8F: 3 clusters Score -5197268 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -5198475.000000 Penalty: 5297.193848
	Iteration 9Q: 3 clusters Score -5198475 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -5199252.000000 Penalty: 5297.193848
	Iteration 10Q: 3 clusters Score -5199252 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -5199756.000000 Penalty: 5297.193848
	Iteration 11Q: 3 clusters Score -5199756 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -5199976.000000 Penalty: 5297.193848
	Iteration 12Q: 3 clusters Score -5199976 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -5200141.500000 Penalty: 5297.193848
	Iteration 13Q: 3 clusters Score -5200142 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -5200261.000000 Penalty: 5297.193848
	Iteration 14Q: 3 clusters Score -5200261 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -5200346.500000 Penalty: 5297.193848
	Iteration 15Q: 3 clusters Score -5200346 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -5200408.500000 Penalty: 5297.193848
	Iteration 16Q: 3 clusters Score -5200408 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -5200447.000000 Penalty: 5297.193848
	Iteration 17Q: 3 clusters Score -5200447 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -5200492.000000 Penalty: 5297.193848
	Iteration 18Q: 3 clusters Score -5200492 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -5200540.500000 Penalty: 5297.193848
	Iteration 19Q: 3 clusters Score -5200540 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -5200565.500000 Penalty: 5297.193848
	Iteration 20F: 3 clusters Score -5200566 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -5200598.500000 Penalty: 5297.193848
	Iteration 21Q: 3 clusters Score -5200598 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -5200621.000000 Penalty: 5297.193848
	Iteration 22Q: 3 clusters Score -5200621 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -5200652.000000 Penalty: 5297.193848
	Iteration 23Q: 3 clusters Score -5200652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -5200665.000000 Penalty: 5297.193848
	Iteration 24Q: 3 clusters Score -5200665 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -5200676.000000 Penalty: 5297.193848
	Iteration 25Q: 3 clusters Score -5200676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -5200708.500000 Penalty: 5297.193848
	Iteration 26Q: 3 clusters Score -5200708 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -5200724.500000 Penalty: 5297.193848
	Iteration 27Q: 3 clusters Score -5200724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -5200739.500000 Penalty: 5297.193848
	Iteration 28Q: 3 clusters Score -5200740 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -5200760.500000 Penalty: 5297.193848
	Iteration 29Q: 3 clusters Score -5200760 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -5200777.000000 Penalty: 5297.193848
	Iteration 30Q: 3 clusters Score -5200777 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -5200798.500000 Penalty: 5297.193848
	Iteration 31Q: 3 clusters Score -5200798 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -5200817.000000 Penalty: 5297.193848
	Iteration 32Q: 3 clusters Score -5200817 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -5200841.500000 Penalty: 5297.193848
	Iteration 33Q: 3 clusters Score -5200842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -5200855.000000 Penalty: 5297.193848
	Iteration 34Q: 3 clusters Score -5200855 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -5200857.500000 Penalty: 5297.193848
	Iteration 35Q: 3 clusters Score -5200858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -5200869.000000 Penalty: 5297.193848
	Iteration 36Q: 3 clusters Score -5200869 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -5200879.500000 Penalty: 5297.193848
	Iteration 37Q: 3 clusters Score -5200880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -5200882.500000 Penalty: 5297.193848
	Iteration 38Q: 3 clusters Score -5200882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -5200897.000000 Penalty: 5297.193848
	Iteration 39Q: 3 clusters Score -5200897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -5200906.000000 Penalty: 5297.193848
	Iteration 40F: 3 clusters Score -5200906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -5200916.000000 Penalty: 5297.193848
	Iteration 41Q: 3 clusters Score -5200916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -5200923.500000 Penalty: 5297.193848
	Iteration 42Q: 3 clusters Score -5200924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -5200924.000000 Penalty: 5297.193848
	Iteration 43Q: 3 clusters Score -5200924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -5200934.000000 Penalty: 5297.193848
	Iteration 44Q: 3 clusters Score -5200934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -5200936.500000 Penalty: 5297.193848
	Iteration 45Q: 3 clusters Score -5200936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -5200951.000000 Penalty: 5297.193848
	Iteration 46Q: 3 clusters Score -5200951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -5200966.000000 Penalty: 5297.193848
	Iteration 47Q: 3 clusters Score -5200966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -5200968.500000 Penalty: 5297.193848
	Iteration 48Q: 3 clusters Score -5200968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -5200972.500000 Penalty: 5297.193848
	Iteration 49Q: 3 clusters Score -5200972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -5200990.500000 Penalty: 5297.193848
	Iteration 50Q: 3 clusters Score -5200990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -5200996.000000 Penalty: 5297.193848
	Iteration 51Q: 3 clusters Score -5200996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -5201001.000000 Penalty: 5297.193848
	Iteration 52Q: 3 clusters Score -5201001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -5200998.000000 Penalty: 5297.193848
	Iteration 53Q: 3 clusters Score -5200998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -5201000.500000 Penalty: 5297.193848
	Iteration 54Q: 3 clusters Score -5201000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -5200999.000000 Penalty: 5297.193848
	Iteration 55Q: 3 clusters Score -5200999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -5201010.000000 Penalty: 5297.193848
	Iteration 56Q: 3 clusters Score -5201010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -5201011.500000 Penalty: 5297.193848
	Iteration 57Q: 3 clusters Score -5201012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -5201012.000000 Penalty: 5297.193848
	Iteration 58Q: 3 clusters Score -5201012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -5201019.000000 Penalty: 5297.193848
	Iteration 59Q: 3 clusters Score -5201019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -5201020.500000 Penalty: 5297.193848
	Iteration 60F: 3 clusters Score -5201020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -5201023.500000 Penalty: 5297.193848
	Iteration 61Q: 3 clusters Score -5201024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -5201019.000000 Penalty: 5297.193848
	Iteration 62Q: 3 clusters Score -5201019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -5201024.500000 Penalty: 5297.193848
	Iteration 63Q: 3 clusters Score -5201024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -5201026.500000 Penalty: 5297.193848
	Iteration 64Q: 3 clusters Score -5201026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -5201027.000000 Penalty: 5297.193848
	Iteration 65Q: 3 clusters Score -5201027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -5201025.000000 Penalty: 5297.193848
	Iteration 66Q: 3 clusters Score -5201025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -5201021.500000 Penalty: 5297.193848
	Iteration 67Q: 3 clusters Score -5201022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -5201021.500000 Penalty: 5297.193848
	Iteration 68F: 3 clusters Score -5201022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (57230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57230 members 
Entering Unmasked Estep 
Score: -7027842.500000 Penalty: 2716.798828
	Iteration 0F: 2 clusters Score -7027842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -6989349.500000 Penalty: 5433.597656
	Iteration 0F: 3 clusters Score -6989350 nChanged 26451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -7004302.000000 Penalty: 5433.597656
	Iteration 1F: 3 clusters Score -7004302 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -7004998.000000 Penalty: 5433.597656
	Iteration 2Q: 3 clusters Score -7004998 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -7006038.500000 Penalty: 5433.597656
	Iteration 3Q: 3 clusters Score -7006038 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -7007758.000000 Penalty: 5433.597656
	Iteration 4F: 3 clusters Score -7007758 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -7010658.000000 Penalty: 5433.597656
	Iteration 5F: 3 clusters Score -7010658 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -7014778.000000 Penalty: 5433.597656
	Iteration 6F: 3 clusters Score -7014778 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -7019457.500000 Penalty: 5433.597656
	Iteration 7F: 3 clusters Score -7019458 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54448 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -7022794.000000 Penalty: 5433.597656
	Iteration 8F: 3 clusters Score -7022794 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56124 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7024417.500000 Penalty: 5433.597656
	Iteration 9Q: 3 clusters Score -7024418 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56711 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7025001.500000 Penalty: 5433.597656
	Iteration 10Q: 3 clusters Score -7025002 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7025203.000000 Penalty: 5433.597656
	Iteration 11Q: 3 clusters Score -7025203 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7025284.500000 Penalty: 5433.597656
	Iteration 12Q: 3 clusters Score -7025284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7025342.500000 Penalty: 5433.597656
	Iteration 13Q: 3 clusters Score -7025342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7025379.500000 Penalty: 5433.597656
	Iteration 14Q: 3 clusters Score -7025380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7025393.000000 Penalty: 5433.597656
	Iteration 15Q: 3 clusters Score -7025393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7025397.000000 Penalty: 5433.597656
	Iteration 16Q: 3 clusters Score -7025397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7025401.000000 Penalty: 5433.597656
	Iteration 17Q: 3 clusters Score -7025401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56962 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7025410.500000 Penalty: 5433.597656
	Iteration 18Q: 3 clusters Score -7025410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7025410.500000 Penalty: 5433.597656
	Iteration 19Q: 3 clusters Score -7025410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7025418.000000 Penalty: 5433.597656
	Iteration 20F: 3 clusters Score -7025418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56965 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7025417.500000 Penalty: 5433.597656
	Iteration 21Q: 3 clusters Score -7025418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7025424.500000 Penalty: 5433.597656
	Iteration 22Q: 3 clusters Score -7025424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7025427.500000 Penalty: 5433.597656
	Iteration 23Q: 3 clusters Score -7025428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56968 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7025427.500000 Penalty: 5433.597656
	Iteration 24Q: 3 clusters Score -7025428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56968 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7025427.500000 Penalty: 5433.597656
	Iteration 25F: 3 clusters Score -7025428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Entering Unmasked Estep 
Score: -750469.562500 Penalty: 2196.946045
	Iteration 0F: 2 clusters Score -750469.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -744669.937500 Penalty: 4393.892090
	Iteration 0F: 3 clusters Score -744669.9 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -746542.437500 Penalty: 4393.892090
	Iteration 1F: 3 clusters Score -746542.4 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -747929.750000 Penalty: 4393.892090
	Iteration 2F: 3 clusters Score -747929.8 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -749493.437500 Penalty: 4393.892090
	Iteration 3F: 3 clusters Score -749493.4 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -750283.500000 Penalty: 4393.892090
	Iteration 4F: 3 clusters Score -750283.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -750630.375000 Penalty: 4393.892090
	Iteration 5F: 3 clusters Score -750630.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -750809.250000 Penalty: 4393.892090
	Iteration 6Q: 3 clusters Score -750809.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -750921.625000 Penalty: 4393.892090
	Iteration 7Q: 3 clusters Score -750921.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -751004.375000 Penalty: 4393.892090
	Iteration 8Q: 3 clusters Score -751004.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -751057.250000 Penalty: 4393.892090
	Iteration 9Q: 3 clusters Score -751057.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -751081.500000 Penalty: 4393.892090
	Iteration 10Q: 3 clusters Score -751081.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -751104.625000 Penalty: 4393.892090
	Iteration 11Q: 3 clusters Score -751104.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -751117.750000 Penalty: 4393.892090
	Iteration 12Q: 3 clusters Score -751117.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -751127.375000 Penalty: 4393.892090
	Iteration 13Q: 3 clusters Score -751127.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -751132.687500 Penalty: 4393.892090
	Iteration 14Q: 3 clusters Score -751132.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -751137.625000 Penalty: 4393.892090
	Iteration 15Q: 3 clusters Score -751137.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -751140.437500 Penalty: 4393.892090
	Iteration 16Q: 3 clusters Score -751140.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -751141.250000 Penalty: 4393.892090
	Iteration 17Q: 3 clusters Score -751141.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -751149.625000 Penalty: 4393.892090
	Iteration 18Q: 3 clusters Score -751149.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -751149.562500 Penalty: 4393.892090
	Iteration 19Q: 3 clusters Score -751149.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -751151.312500 Penalty: 4393.892090
	Iteration 20F: 3 clusters Score -751151.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -751150.812500 Penalty: 4393.892090
	Iteration 21Q: 3 clusters Score -751150.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -751150.937500 Penalty: 4393.892090
	Iteration 22Q: 3 clusters Score -751150.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -751152.062500 Penalty: 4393.892090
	Iteration 23Q: 3 clusters Score -751152.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -751154.062500 Penalty: 4393.892090
	Iteration 24Q: 3 clusters Score -751154.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -751153.812500 Penalty: 4393.892090
	Iteration 25Q: 3 clusters Score -751153.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -751154.625000 Penalty: 4393.892090
	Iteration 26Q: 3 clusters Score -751154.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -751154.875000 Penalty: 4393.892090
	Iteration 27Q: 3 clusters Score -751154.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -751154.875000 Penalty: 4393.892090
	Iteration 28Q: 3 clusters Score -751154.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -751155.687500 Penalty: 4393.892090
	Iteration 29Q: 3 clusters Score -751155.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -751154.937500 Penalty: 4393.892090
	Iteration 30Q: 3 clusters Score -751154.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -751156.500000 Penalty: 4393.892090
	Iteration 31Q: 3 clusters Score -751156.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -751156.500000 Penalty: 4393.892090
	Iteration 32F: 3 clusters Score -751156.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57230 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240517 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159744 members 
Mstep: Class 12 contains 67993 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197528 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194624 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51190 members 
Mstep: Class 22 contains 64613 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44739 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Mstep: Class 35 contains 4899 members 
Entering Unmasked Estep 
Score: -148075136.000000 Penalty: 121824.687500
Splitting cluster 3 changes total score from -148075696.000000 to -148075136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (24362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Entering Unmasked Estep 
Score: -2884104.750000 Penalty: 2504.993408
	Iteration 0F: 2 clusters Score -2884105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2867266.750000 Penalty: 5009.986816
	Iteration 0F: 3 clusters Score -2867267 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2873196.250000 Penalty: 5009.986816
	Iteration 1F: 3 clusters Score -2873196 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2873739.750000 Penalty: 5009.986816
	Iteration 2F: 3 clusters Score -2873740 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2874248.500000 Penalty: 5009.986816
	Iteration 3Q: 3 clusters Score -2874248 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2874758.500000 Penalty: 5009.986816
	Iteration 4Q: 3 clusters Score -2874758 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2875339.750000 Penalty: 5009.986816
	Iteration 5Q: 3 clusters Score -2875340 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2875941.750000 Penalty: 5009.986816
	Iteration 6Q: 3 clusters Score -2875942 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2876589.250000 Penalty: 5009.986816
	Iteration 7Q: 3 clusters Score -2876589 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2877202.750000 Penalty: 5009.986816
	Iteration 8Q: 3 clusters Score -2877203 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2877788.000000 Penalty: 5009.986816
	Iteration 9Q: 3 clusters Score -2877788 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2878318.750000 Penalty: 5009.986816
	Iteration 10Q: 3 clusters Score -2878319 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2878846.750000 Penalty: 5009.986816
	Iteration 11Q: 3 clusters Score -2878847 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2879283.000000 Penalty: 5009.986816
	Iteration 12Q: 3 clusters Score -2879283 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2879659.500000 Penalty: 5009.986816
	Iteration 13Q: 3 clusters Score -2879660 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2879915.000000 Penalty: 5009.986816
	Iteration 14Q: 3 clusters Score -2879915 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2880115.500000 Penalty: 5009.986816
	Iteration 15Q: 3 clusters Score -2880116 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2880281.250000 Penalty: 5009.986816
	Iteration 16Q: 3 clusters Score -2880281 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2880438.500000 Penalty: 5009.986816
	Iteration 17Q: 3 clusters Score -2880438 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2880573.000000 Penalty: 5009.986816
	Iteration 18Q: 3 clusters Score -2880573 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2880737.750000 Penalty: 5009.986816
	Iteration 19Q: 3 clusters Score -2880738 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2880869.000000 Penalty: 5009.986816
	Iteration 20F: 3 clusters Score -2880869 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2881002.500000 Penalty: 5009.986816
	Iteration 21Q: 3 clusters Score -2881002 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2881127.750000 Penalty: 5009.986816
	Iteration 22Q: 3 clusters Score -2881128 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -2881241.750000 Penalty: 5009.986816
	Iteration 23Q: 3 clusters Score -2881242 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -2881333.500000 Penalty: 5009.986816
	Iteration 24Q: 3 clusters Score -2881334 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2881404.750000 Penalty: 5009.986816
	Iteration 25Q: 3 clusters Score -2881405 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -2881478.000000 Penalty: 5009.986816
	Iteration 26Q: 3 clusters Score -2881478 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -2881536.250000 Penalty: 5009.986816
	Iteration 27Q: 3 clusters Score -2881536 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -2881621.250000 Penalty: 5009.986816
	Iteration 28Q: 3 clusters Score -2881621 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -2881682.250000 Penalty: 5009.986816
	Iteration 29Q: 3 clusters Score -2881682 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2881730.500000 Penalty: 5009.986816
	Iteration 30Q: 3 clusters Score -2881730 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2881782.250000 Penalty: 5009.986816
	Iteration 31Q: 3 clusters Score -2881782 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -2881812.250000 Penalty: 5009.986816
	Iteration 32Q: 3 clusters Score -2881812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -2881844.250000 Penalty: 5009.986816
	Iteration 33Q: 3 clusters Score -2881844 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -2881870.750000 Penalty: 5009.986816
	Iteration 34Q: 3 clusters Score -2881871 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -2881902.000000 Penalty: 5009.986816
	Iteration 35Q: 3 clusters Score -2881902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -2881932.500000 Penalty: 5009.986816
	Iteration 36Q: 3 clusters Score -2881932 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -2881960.750000 Penalty: 5009.986816
	Iteration 37Q: 3 clusters Score -2881961 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -2881978.750000 Penalty: 5009.986816
	Iteration 38Q: 3 clusters Score -2881979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -2881993.000000 Penalty: 5009.986816
	Iteration 39Q: 3 clusters Score -2881993 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -2882007.750000 Penalty: 5009.986816
	Iteration 40F: 3 clusters Score -2882008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -2882021.750000 Penalty: 5009.986816
	Iteration 41Q: 3 clusters Score -2882022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -2882035.000000 Penalty: 5009.986816
	Iteration 42Q: 3 clusters Score -2882035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -2882044.250000 Penalty: 5009.986816
	Iteration 43Q: 3 clusters Score -2882044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -2882056.750000 Penalty: 5009.986816
	Iteration 44Q: 3 clusters Score -2882057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -2882067.500000 Penalty: 5009.986816
	Iteration 45Q: 3 clusters Score -2882068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -2882075.500000 Penalty: 5009.986816
	Iteration 46Q: 3 clusters Score -2882076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -2882078.000000 Penalty: 5009.986816
	Iteration 47Q: 3 clusters Score -2882078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -2882080.000000 Penalty: 5009.986816
	Iteration 48Q: 3 clusters Score -2882080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -2882089.250000 Penalty: 5009.986816
	Iteration 49Q: 3 clusters Score -2882089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -2882091.250000 Penalty: 5009.986816
	Iteration 50Q: 3 clusters Score -2882091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -2882092.000000 Penalty: 5009.986816
	Iteration 51Q: 3 clusters Score -2882092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -2882092.000000 Penalty: 5009.986816
	Iteration 52Q: 3 clusters Score -2882092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -2882092.250000 Penalty: 5009.986816
	Iteration 53Q: 3 clusters Score -2882092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -2882093.500000 Penalty: 5009.986816
	Iteration 54Q: 3 clusters Score -2882094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -2882099.750000 Penalty: 5009.986816
	Iteration 55Q: 3 clusters Score -2882100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -2882095.500000 Penalty: 5009.986816
	Iteration 56Q: 3 clusters Score -2882096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -2882098.750000 Penalty: 5009.986816
	Iteration 57Q: 3 clusters Score -2882099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -2882109.000000 Penalty: 5009.986816
	Iteration 58Q: 3 clusters Score -2882109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -2882112.000000 Penalty: 5009.986816
	Iteration 59Q: 3 clusters Score -2882112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -2882113.000000 Penalty: 5009.986816
	Iteration 60F: 3 clusters Score -2882113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -2882114.750000 Penalty: 5009.986816
	Iteration 61Q: 3 clusters Score -2882115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -2882115.250000 Penalty: 5009.986816
	Iteration 62Q: 3 clusters Score -2882115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -2882121.500000 Penalty: 5009.986816
	Iteration 63Q: 3 clusters Score -2882122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -2882123.750000 Penalty: 5009.986816
	Iteration 64Q: 3 clusters Score -2882124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2882119.000000 Penalty: 5009.986816
	Iteration 65Q: 3 clusters Score -2882119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2882119.000000 Penalty: 5009.986816
	Iteration 66F: 3 clusters Score -2882119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Entering Unmasked Estep 
Score: -1487524.750000 Penalty: 2339.047363
	Iteration 0F: 2 clusters Score -1487525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1478317.500000 Penalty: 4678.094727
	Iteration 0F: 3 clusters Score -1478318 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1481233.000000 Penalty: 4678.094727
	Iteration 1F: 3 clusters Score -1481233 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1481581.625000 Penalty: 4678.094727
	Iteration 2F: 3 clusters Score -1481582 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1481865.000000 Penalty: 4678.094727
	Iteration 3Q: 3 clusters Score -1481865 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1482126.875000 Penalty: 4678.094727
	Iteration 4Q: 3 clusters Score -1482127 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1482399.875000 Penalty: 4678.094727
	Iteration 5Q: 3 clusters Score -1482400 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1482743.500000 Penalty: 4678.094727
	Iteration 6Q: 3 clusters Score -1482744 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1483213.000000 Penalty: 4678.094727
	Iteration 7Q: 3 clusters Score -1483213 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1483739.250000 Penalty: 4678.094727
	Iteration 8F: 3 clusters Score -1483739 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1484247.375000 Penalty: 4678.094727
	Iteration 9F: 3 clusters Score -1484247 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1484666.125000 Penalty: 4678.094727
	Iteration 10Q: 3 clusters Score -1484666 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1484981.500000 Penalty: 4678.094727
	Iteration 11Q: 3 clusters Score -1484982 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1485196.625000 Penalty: 4678.094727
	Iteration 12Q: 3 clusters Score -1485197 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1485355.375000 Penalty: 4678.094727
	Iteration 13Q: 3 clusters Score -1485355 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1485472.125000 Penalty: 4678.094727
	Iteration 14Q: 3 clusters Score -1485472 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1485566.875000 Penalty: 4678.094727
	Iteration 15Q: 3 clusters Score -1485567 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1485632.250000 Penalty: 4678.094727
	Iteration 16Q: 3 clusters Score -1485632 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1485669.125000 Penalty: 4678.094727
	Iteration 17Q: 3 clusters Score -1485669 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1485700.375000 Penalty: 4678.094727
	Iteration 18Q: 3 clusters Score -1485700 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1485717.500000 Penalty: 4678.094727
	Iteration 19Q: 3 clusters Score -1485718 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1485744.375000 Penalty: 4678.094727
	Iteration 20F: 3 clusters Score -1485744 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1485762.875000 Penalty: 4678.094727
	Iteration 21Q: 3 clusters Score -1485763 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1485781.000000 Penalty: 4678.094727
	Iteration 22Q: 3 clusters Score -1485781 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1485791.000000 Penalty: 4678.094727
	Iteration 23Q: 3 clusters Score -1485791 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1485799.625000 Penalty: 4678.094727
	Iteration 24Q: 3 clusters Score -1485800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1485802.625000 Penalty: 4678.094727
	Iteration 25Q: 3 clusters Score -1485803 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1485822.000000 Penalty: 4678.094727
	Iteration 26Q: 3 clusters Score -1485822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1485838.375000 Penalty: 4678.094727
	Iteration 27Q: 3 clusters Score -1485838 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1485843.125000 Penalty: 4678.094727
	Iteration 28Q: 3 clusters Score -1485843 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1485853.375000 Penalty: 4678.094727
	Iteration 29Q: 3 clusters Score -1485853 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1485866.000000 Penalty: 4678.094727
	Iteration 30Q: 3 clusters Score -1485866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1485874.250000 Penalty: 4678.094727
	Iteration 31Q: 3 clusters Score -1485874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1485881.250000 Penalty: 4678.094727
	Iteration 32Q: 3 clusters Score -1485881 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1485893.625000 Penalty: 4678.094727
	Iteration 33Q: 3 clusters Score -1485894 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1485916.750000 Penalty: 4678.094727
	Iteration 34Q: 3 clusters Score -1485917 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1485951.625000 Penalty: 4678.094727
	Iteration 35Q: 3 clusters Score -1485952 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1486003.500000 Penalty: 4678.094727
	Iteration 36Q: 3 clusters Score -1486004 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1486087.125000 Penalty: 4678.094727
	Iteration 37Q: 3 clusters Score -1486087 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1486219.250000 Penalty: 4678.094727
	Iteration 38Q: 3 clusters Score -1486219 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1486345.875000 Penalty: 4678.094727
	Iteration 39Q: 3 clusters Score -1486346 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1486480.125000 Penalty: 4678.094727
	Iteration 40F: 3 clusters Score -1486480 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1486559.375000 Penalty: 4678.094727
	Iteration 41Q: 3 clusters Score -1486559 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1486610.500000 Penalty: 4678.094727
	Iteration 42Q: 3 clusters Score -1486610 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1486638.375000 Penalty: 4678.094727
	Iteration 43Q: 3 clusters Score -1486638 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1486655.125000 Penalty: 4678.094727
	Iteration 44Q: 3 clusters Score -1486655 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1486673.500000 Penalty: 4678.094727
	Iteration 45Q: 3 clusters Score -1486674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1486684.000000 Penalty: 4678.094727
	Iteration 46Q: 3 clusters Score -1486684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1486688.500000 Penalty: 4678.094727
	Iteration 47Q: 3 clusters Score -1486688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1486696.750000 Penalty: 4678.094727
	Iteration 48Q: 3 clusters Score -1486697 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1486701.500000 Penalty: 4678.094727
	Iteration 49Q: 3 clusters Score -1486702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1486713.250000 Penalty: 4678.094727
	Iteration 50Q: 3 clusters Score -1486713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1486714.625000 Penalty: 4678.094727
	Iteration 51Q: 3 clusters Score -1486715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1486716.875000 Penalty: 4678.094727
	Iteration 52Q: 3 clusters Score -1486717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1486721.250000 Penalty: 4678.094727
	Iteration 53Q: 3 clusters Score -1486721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1486721.625000 Penalty: 4678.094727
	Iteration 54Q: 3 clusters Score -1486722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1486719.750000 Penalty: 4678.094727
	Iteration 55Q: 3 clusters Score -1486720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1486720.875000 Penalty: 4678.094727
	Iteration 56Q: 3 clusters Score -1486721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1486719.250000 Penalty: 4678.094727
	Iteration 57Q: 3 clusters Score -1486719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1486719.250000 Penalty: 4678.094727
	Iteration 58F: 3 clusters Score -1486719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (240517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240517 members 
Entering Unmasked Estep 
Score: -29527936.000000 Penalty: 3072.855469
	Iteration 0F: 2 clusters Score -2.952794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120275 members 
Mstep: Class 2 contains 120242 members 
Entering Unmasked Estep 
Score: -29369124.000000 Penalty: 6145.710938
	Iteration 0F: 3 clusters Score -2.936912e+07 nChanged 115851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122094 members 
Mstep: Class 2 contains 118423 members 
Entering Unmasked Estep 
Score: -29437206.000000 Penalty: 6145.710938
	Iteration 1F: 3 clusters Score -2.943721e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123146 members 
Mstep: Class 2 contains 117371 members 
Entering Unmasked Estep 
Score: -29438348.000000 Penalty: 6145.710938
	Iteration 2Q: 3 clusters Score -2.943835e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124810 members 
Mstep: Class 2 contains 115707 members 
Entering Unmasked Estep 
Score: -29439404.000000 Penalty: 6145.710938
	Iteration 3Q: 3 clusters Score -2.94394e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127334 members 
Mstep: Class 2 contains 113183 members 
Entering Unmasked Estep 
Score: -29440776.000000 Penalty: 6145.710938
	Iteration 4Q: 3 clusters Score -2.944078e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131259 members 
Mstep: Class 2 contains 109258 members 
Entering Unmasked Estep 
Score: -29442848.000000 Penalty: 6145.710938
	Iteration 5Q: 3 clusters Score -2.944285e+07 nChanged 9152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137185 members 
Mstep: Class 2 contains 103332 members 
Entering Unmasked Estep 
Score: -29445964.000000 Penalty: 6145.710938
	Iteration 6Q: 3 clusters Score -2.944596e+07 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145529 members 
Mstep: Class 2 contains 94988 members 
Entering Unmasked Estep 
Score: -29450542.000000 Penalty: 6145.710938
	Iteration 7Q: 3 clusters Score -2.945054e+07 nChanged 13242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156729 members 
Mstep: Class 2 contains 83788 members 
Entering Unmasked Estep 
Score: -29457682.000000 Penalty: 6145.710938
	Iteration 8F: 3 clusters Score -2.945768e+07 nChanged 14882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170165 members 
Mstep: Class 2 contains 70352 members 
Entering Unmasked Estep 
Score: -29468008.000000 Penalty: 6145.710938
	Iteration 9F: 3 clusters Score -2.946801e+07 nChanged 15608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184873 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -29480262.000000 Penalty: 6145.710938
	Iteration 10F: 3 clusters Score -2.948026e+07 nChanged 14143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198392 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -29492280.000000 Penalty: 6145.710938
	Iteration 11F: 3 clusters Score -2.949228e+07 nChanged 11066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208952 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -29501956.000000 Penalty: 6145.710938
	Iteration 12Q: 3 clusters Score -2.950196e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216558 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -29508400.000000 Penalty: 6145.710938
	Iteration 13Q: 3 clusters Score -2.95084e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222116 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -29512410.000000 Penalty: 6145.710938
	Iteration 14Q: 3 clusters Score -2.951241e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226452 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -29515762.000000 Penalty: 6145.710938
	Iteration 15Q: 3 clusters Score -2.951576e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229940 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -29518152.000000 Penalty: 6145.710938
	Iteration 16Q: 3 clusters Score -2.951815e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232670 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -29519898.000000 Penalty: 6145.710938
	Iteration 17Q: 3 clusters Score -2.95199e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234761 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -29521466.000000 Penalty: 6145.710938
	Iteration 18Q: 3 clusters Score -2.952147e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236332 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -29522590.000000 Penalty: 6145.710938
	Iteration 19Q: 3 clusters Score -2.952259e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237487 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -29523336.000000 Penalty: 6145.710938
	Iteration 20F: 3 clusters Score -2.952334e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238273 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -29523960.000000 Penalty: 6145.710938
	Iteration 21Q: 3 clusters Score -2.952396e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238829 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -29524394.000000 Penalty: 6145.710938
	Iteration 22Q: 3 clusters Score -2.952439e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239197 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -29524682.000000 Penalty: 6145.710938
	Iteration 23Q: 3 clusters Score -2.952468e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239437 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -29524916.000000 Penalty: 6145.710938
	Iteration 24Q: 3 clusters Score -2.952492e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239587 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -29525044.000000 Penalty: 6145.710938
	Iteration 25Q: 3 clusters Score -2.952504e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239689 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -29525132.000000 Penalty: 6145.710938
	Iteration 26Q: 3 clusters Score -2.952513e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239757 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -29525156.000000 Penalty: 6145.710938
	Iteration 27Q: 3 clusters Score -2.952516e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239814 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -29525174.000000 Penalty: 6145.710938
	Iteration 28Q: 3 clusters Score -2.952517e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239849 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -29525190.000000 Penalty: 6145.710938
	Iteration 29Q: 3 clusters Score -2.952519e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239872 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -29525212.000000 Penalty: 6145.710938
	Iteration 30Q: 3 clusters Score -2.952521e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239891 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -29525226.000000 Penalty: 6145.710938
	Iteration 31Q: 3 clusters Score -2.952523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239897 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -29525236.000000 Penalty: 6145.710938
	Iteration 32Q: 3 clusters Score -2.952524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239906 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -29525244.000000 Penalty: 6145.710938
	Iteration 33Q: 3 clusters Score -2.952524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239917 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -29525262.000000 Penalty: 6145.710938
	Iteration 34Q: 3 clusters Score -2.952526e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239923 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -29525284.000000 Penalty: 6145.710938
	Iteration 35Q: 3 clusters Score -2.952528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239928 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -29525280.000000 Penalty: 6145.710938
	Iteration 36Q: 3 clusters Score -2.952528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239931 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -29525292.000000 Penalty: 6145.710938
	Iteration 37Q: 3 clusters Score -2.952529e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239931 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -29525292.000000 Penalty: 6145.710938
	Iteration 38F: 3 clusters Score -2.952529e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Entering Unmasked Estep 
Score: -462026.812500 Penalty: 2059.882568
	Iteration 0F: 2 clusters Score -462026.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -458130.875000 Penalty: 4119.765137
	Iteration 0F: 3 clusters Score -458130.9 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -459177.750000 Penalty: 4119.765137
	Iteration 1F: 3 clusters Score -459177.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -459500.562500 Penalty: 4119.765137
	Iteration 2F: 3 clusters Score -459500.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -459723.250000 Penalty: 4119.765137
	Iteration 3F: 3 clusters Score -459723.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -459927.468750 Penalty: 4119.765137
	Iteration 4F: 3 clusters Score -459927.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -460133.218750 Penalty: 4119.765137
	Iteration 5F: 3 clusters Score -460133.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -460374.031250 Penalty: 4119.765137
	Iteration 6Q: 3 clusters Score -460374 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -460619.843750 Penalty: 4119.765137
	Iteration 7Q: 3 clusters Score -460619.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -460880.218750 Penalty: 4119.765137
	Iteration 8Q: 3 clusters Score -460880.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -461211.531250 Penalty: 4119.765137
	Iteration 9Q: 3 clusters Score -461211.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -461736.281250 Penalty: 4119.765137
	Iteration 10F: 3 clusters Score -461736.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -462332.718750 Penalty: 4119.765137
	Iteration 11F: 3 clusters Score -462332.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -462526.906250 Penalty: 4119.765137
	Iteration 12Q: 3 clusters Score -462526.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -462564.281250 Penalty: 4119.765137
	Iteration 13Q: 3 clusters Score -462564.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -462576.250000 Penalty: 4119.765137
	Iteration 14Q: 3 clusters Score -462576.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -462578.687500 Penalty: 4119.765137
	Iteration 15Q: 3 clusters Score -462578.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -462579.812500 Penalty: 4119.765137
	Iteration 16Q: 3 clusters Score -462579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -462579.812500 Penalty: 4119.765137
	Iteration 17F: 3 clusters Score -462579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57230 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240517 members 
Mstep: Class 7 contains 2229 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159744 members 
Mstep: Class 12 contains 67993 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197528 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194624 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51190 members 
Mstep: Class 22 contains 64613 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44739 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Mstep: Class 35 contains 1819 members 
Entering Unmasked Estep 
Score: -148074640.000000 Penalty: 121824.687500
Splitting cluster 7 changes total score from -148075696.000000 to -148074640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Entering Unmasked Estep 
Score: -790538.125000 Penalty: 2183.361084
	Iteration 0F: 2 clusters Score -790538.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -784948.875000 Penalty: 4366.722168
	Iteration 0F: 3 clusters Score -784948.9 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -786376.437500 Penalty: 4366.722168
	Iteration 1F: 3 clusters Score -786376.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -786671.250000 Penalty: 4366.722168
	Iteration 2F: 3 clusters Score -786671.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -786896.937500 Penalty: 4366.722168
	Iteration 3F: 3 clusters Score -786896.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -787075.125000 Penalty: 4366.722168
	Iteration 4Q: 3 clusters Score -787075.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -787223.000000 Penalty: 4366.722168
	Iteration 5Q: 3 clusters Score -787223 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -787364.500000 Penalty: 4366.722168
	Iteration 6Q: 3 clusters Score -787364.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -787486.625000 Penalty: 4366.722168
	Iteration 7Q: 3 clusters Score -787486.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -787609.812500 Penalty: 4366.722168
	Iteration 8Q: 3 clusters Score -787609.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -787749.812500 Penalty: 4366.722168
	Iteration 9Q: 3 clusters Score -787749.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -787880.937500 Penalty: 4366.722168
	Iteration 10Q: 3 clusters Score -787880.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -788025.187500 Penalty: 4366.722168
	Iteration 11Q: 3 clusters Score -788025.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -788160.250000 Penalty: 4366.722168
	Iteration 12Q: 3 clusters Score -788160.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -788280.750000 Penalty: 4366.722168
	Iteration 13Q: 3 clusters Score -788280.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -788407.125000 Penalty: 4366.722168
	Iteration 14Q: 3 clusters Score -788407.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -788525.875000 Penalty: 4366.722168
	Iteration 15Q: 3 clusters Score -788525.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -788641.750000 Penalty: 4366.722168
	Iteration 16Q: 3 clusters Score -788641.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -788766.062500 Penalty: 4366.722168
	Iteration 17Q: 3 clusters Score -788766.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -788866.250000 Penalty: 4366.722168
	Iteration 18Q: 3 clusters Score -788866.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -788925.312500 Penalty: 4366.722168
	Iteration 19Q: 3 clusters Score -788925.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -788969.437500 Penalty: 4366.722168
	Iteration 20F: 3 clusters Score -788969.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -788993.812500 Penalty: 4366.722168
	Iteration 21Q: 3 clusters Score -788993.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -789001.375000 Penalty: 4366.722168
	Iteration 22Q: 3 clusters Score -789001.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -789008.812500 Penalty: 4366.722168
	Iteration 23Q: 3 clusters Score -789008.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -789009.562500 Penalty: 4366.722168
	Iteration 24Q: 3 clusters Score -789009.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -789015.437500 Penalty: 4366.722168
	Iteration 25Q: 3 clusters Score -789015.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -789017.375000 Penalty: 4366.722168
	Iteration 26Q: 3 clusters Score -789017.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -789025.562500 Penalty: 4366.722168
	Iteration 27Q: 3 clusters Score -789025.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -789025.062500 Penalty: 4366.722168
	Iteration 28Q: 3 clusters Score -789025.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -789025.375000 Penalty: 4366.722168
	Iteration 29Q: 3 clusters Score -789025.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -789026.187500 Penalty: 4366.722168
	Iteration 30Q: 3 clusters Score -789026.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -789027.312500 Penalty: 4366.722168
	Iteration 31Q: 3 clusters Score -789027.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -789027.687500 Penalty: 4366.722168
	Iteration 32Q: 3 clusters Score -789027.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -789030.687500 Penalty: 4366.722168
	Iteration 33Q: 3 clusters Score -789030.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -789030.562500 Penalty: 4366.722168
	Iteration 34Q: 3 clusters Score -789030.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -789031.312500 Penalty: 4366.722168
	Iteration 35Q: 3 clusters Score -789031.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -789031.187500 Penalty: 4366.722168
	Iteration 36Q: 3 clusters Score -789031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -789033.562500 Penalty: 4366.722168
	Iteration 37Q: 3 clusters Score -789033.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -789034.250000 Penalty: 4366.722168
	Iteration 38Q: 3 clusters Score -789034.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -789035.062500 Penalty: 4366.722168
	Iteration 39Q: 3 clusters Score -789035.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -789039.187500 Penalty: 4366.722168
	Iteration 40F: 3 clusters Score -789039.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -789037.937500 Penalty: 4366.722168
	Iteration 41Q: 3 clusters Score -789037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -789041.562500 Penalty: 4366.722168
	Iteration 42Q: 3 clusters Score -789041.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -789041.250000 Penalty: 4366.722168
	Iteration 43Q: 3 clusters Score -789041.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -789041.250000 Penalty: 4366.722168
	Iteration 44F: 3 clusters Score -789041.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -82466.289062 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -82466.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -80722.015625 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -80722.02 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -81002.906250 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -81002.91 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81113.023438 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -81113.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -81189.937500 Penalty: 3306.810547
	Iteration 3Q: 3 clusters Score -81189.94 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81324.054688 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -81324.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -81503.132812 Penalty: 3306.810547
	Iteration 5F: 3 clusters Score -81503.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -81618.179688 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -81618.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -81742.429688 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -81742.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81899.351562 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -81899.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -82073.820312 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -82073.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -82264.695312 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -82264.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -82416.515625 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -82416.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -82558.515625 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -82558.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -82735.023438 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -82735.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -82851.812500 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -82851.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -83044.179688 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -83044.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -83150.820312 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -83150.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -83155.312500 Penalty: 3306.810547
	Iteration 17F: 3 clusters Score -83155.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -83168.273438 Penalty: 3306.810547
	Iteration 18Q: 3 clusters Score -83168.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -83211.593750 Penalty: 3306.810547
	Iteration 19Q: 3 clusters Score -83211.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -83403.843750 Penalty: 3306.810547
	Iteration 20F: 3 clusters Score -83403.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83802.070312 Penalty: 3306.810547
	Iteration 21Q: 3 clusters Score -83802.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83802.070312 Penalty: 3306.810547
	Iteration 22F: 3 clusters Score -83802.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57230 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240517 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 350 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159744 members 
Mstep: Class 12 contains 67993 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197528 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194624 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51190 members 
Mstep: Class 22 contains 64613 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44739 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Mstep: Class 35 contains 436 members 
Entering Unmasked Estep 
Score: -148075056.000000 Penalty: 121824.687500
Splitting cluster 9 changes total score from -148075696.000000 to -148075056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -573896.375000 Penalty: 2112.511719
	Iteration 0F: 2 clusters Score -573896.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -569348.750000 Penalty: 4225.023438
	Iteration 0F: 3 clusters Score -569348.8 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -570480.750000 Penalty: 4225.023438
	Iteration 1F: 3 clusters Score -570480.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -570769.937500 Penalty: 4225.023438
	Iteration 2F: 3 clusters Score -570769.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -570971.000000 Penalty: 4225.023438
	Iteration 3F: 3 clusters Score -570971 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -571135.687500 Penalty: 4225.023438
	Iteration 4Q: 3 clusters Score -571135.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -571299.625000 Penalty: 4225.023438
	Iteration 5Q: 3 clusters Score -571299.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -571444.875000 Penalty: 4225.023438
	Iteration 6Q: 3 clusters Score -571444.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -571572.937500 Penalty: 4225.023438
	Iteration 7Q: 3 clusters Score -571572.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -571683.312500 Penalty: 4225.023438
	Iteration 8Q: 3 clusters Score -571683.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -571775.500000 Penalty: 4225.023438
	Iteration 9Q: 3 clusters Score -571775.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -571867.125000 Penalty: 4225.023438
	Iteration 10Q: 3 clusters Score -571867.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -571952.375000 Penalty: 4225.023438
	Iteration 11Q: 3 clusters Score -571952.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -572023.687500 Penalty: 4225.023438
	Iteration 12Q: 3 clusters Score -572023.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -572071.562500 Penalty: 4225.023438
	Iteration 13Q: 3 clusters Score -572071.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -572116.812500 Penalty: 4225.023438
	Iteration 14Q: 3 clusters Score -572116.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -572153.875000 Penalty: 4225.023438
	Iteration 15Q: 3 clusters Score -572153.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -572184.375000 Penalty: 4225.023438
	Iteration 16Q: 3 clusters Score -572184.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -572208.625000 Penalty: 4225.023438
	Iteration 17Q: 3 clusters Score -572208.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -572229.500000 Penalty: 4225.023438
	Iteration 18Q: 3 clusters Score -572229.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -572245.500000 Penalty: 4225.023438
	Iteration 19Q: 3 clusters Score -572245.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -572255.250000 Penalty: 4225.023438
	Iteration 20F: 3 clusters Score -572255.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -572265.125000 Penalty: 4225.023438
	Iteration 21Q: 3 clusters Score -572265.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -572273.562500 Penalty: 4225.023438
	Iteration 22Q: 3 clusters Score -572273.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -572281.687500 Penalty: 4225.023438
	Iteration 23Q: 3 clusters Score -572281.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -572292.125000 Penalty: 4225.023438
	Iteration 24Q: 3 clusters Score -572292.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -572304.812500 Penalty: 4225.023438
	Iteration 25Q: 3 clusters Score -572304.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -572319.000000 Penalty: 4225.023438
	Iteration 26Q: 3 clusters Score -572319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -572325.687500 Penalty: 4225.023438
	Iteration 27Q: 3 clusters Score -572325.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -572332.750000 Penalty: 4225.023438
	Iteration 28Q: 3 clusters Score -572332.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -572337.312500 Penalty: 4225.023438
	Iteration 29Q: 3 clusters Score -572337.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -572340.062500 Penalty: 4225.023438
	Iteration 30Q: 3 clusters Score -572340.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -572346.812500 Penalty: 4225.023438
	Iteration 31Q: 3 clusters Score -572346.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -572357.500000 Penalty: 4225.023438
	Iteration 32Q: 3 clusters Score -572357.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -572368.312500 Penalty: 4225.023438
	Iteration 33Q: 3 clusters Score -572368.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -572375.562500 Penalty: 4225.023438
	Iteration 34Q: 3 clusters Score -572375.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -572382.125000 Penalty: 4225.023438
	Iteration 35Q: 3 clusters Score -572382.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -572385.187500 Penalty: 4225.023438
	Iteration 36Q: 3 clusters Score -572385.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -572387.812500 Penalty: 4225.023438
	Iteration 37Q: 3 clusters Score -572387.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -572389.375000 Penalty: 4225.023438
	Iteration 38Q: 3 clusters Score -572389.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -572391.437500 Penalty: 4225.023438
	Iteration 39Q: 3 clusters Score -572391.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -572392.187500 Penalty: 4225.023438
	Iteration 40F: 3 clusters Score -572392.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -572393.937500 Penalty: 4225.023438
	Iteration 41Q: 3 clusters Score -572393.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -572393.812500 Penalty: 4225.023438
	Iteration 42Q: 3 clusters Score -572393.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -572394.187500 Penalty: 4225.023438
	Iteration 43Q: 3 clusters Score -572394.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -572397.437500 Penalty: 4225.023438
	Iteration 44Q: 3 clusters Score -572397.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -572400.000000 Penalty: 4225.023438
	Iteration 45Q: 3 clusters Score -572400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -572404.937500 Penalty: 4225.023438
	Iteration 46Q: 3 clusters Score -572404.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -572405.812500 Penalty: 4225.023438
	Iteration 47Q: 3 clusters Score -572405.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -572407.312500 Penalty: 4225.023438
	Iteration 48Q: 3 clusters Score -572407.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -572408.187500 Penalty: 4225.023438
	Iteration 49Q: 3 clusters Score -572408.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -572410.312500 Penalty: 4225.023438
	Iteration 50Q: 3 clusters Score -572410.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -572410.625000 Penalty: 4225.023438
	Iteration 51Q: 3 clusters Score -572410.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -572410.125000 Penalty: 4225.023438
	Iteration 52Q: 3 clusters Score -572410.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -572410.750000 Penalty: 4225.023438
	Iteration 53Q: 3 clusters Score -572410.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -572411.437500 Penalty: 4225.023438
	Iteration 54Q: 3 clusters Score -572411.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -572411.812500 Penalty: 4225.023438
	Iteration 55Q: 3 clusters Score -572411.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -572413.437500 Penalty: 4225.023438
	Iteration 56Q: 3 clusters Score -572413.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -572414.375000 Penalty: 4225.023438
	Iteration 57Q: 3 clusters Score -572414.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -572415.125000 Penalty: 4225.023438
	Iteration 58Q: 3 clusters Score -572415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -572415.875000 Penalty: 4225.023438
	Iteration 59Q: 3 clusters Score -572415.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -572415.875000 Penalty: 4225.023438
	Iteration 60F: 3 clusters Score -572415.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159744 members 
Entering Unmasked Estep 
Score: -19482322.000000 Penalty: 2971.369385
	Iteration 0F: 2 clusters Score -1.948232e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80240 members 
Mstep: Class 2 contains 79504 members 
Entering Unmasked Estep 
Score: -19375730.000000 Penalty: 5942.738770
	Iteration 0F: 3 clusters Score -1.937573e+07 nChanged 76713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86071 members 
Mstep: Class 2 contains 73673 members 
Entering Unmasked Estep 
Score: -19420168.000000 Penalty: 5942.738770
	Iteration 1F: 3 clusters Score -1.942017e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89698 members 
Mstep: Class 2 contains 70046 members 
Entering Unmasked Estep 
Score: -19421704.000000 Penalty: 5942.738770
	Iteration 2Q: 3 clusters Score -1.94217e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95130 members 
Mstep: Class 2 contains 64614 members 
Entering Unmasked Estep 
Score: -19424098.000000 Penalty: 5942.738770
	Iteration 3Q: 3 clusters Score -1.94241e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103209 members 
Mstep: Class 2 contains 56535 members 
Entering Unmasked Estep 
Score: -19428610.000000 Penalty: 5942.738770
	Iteration 4F: 3 clusters Score -1.942861e+07 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114552 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -19436860.000000 Penalty: 5942.738770
	Iteration 5F: 3 clusters Score -1.943686e+07 nChanged 14058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128602 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -19448832.000000 Penalty: 5942.738770
	Iteration 6F: 3 clusters Score -1.944883e+07 nChanged 13962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142564 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -19462618.000000 Penalty: 5942.738770
	Iteration 7F: 3 clusters Score -1.946262e+07 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152548 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -19472710.000000 Penalty: 5942.738770
	Iteration 8F: 3 clusters Score -1.947271e+07 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157380 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -19477488.000000 Penalty: 5942.738770
	Iteration 9Q: 3 clusters Score -1.947749e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158982 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -19479034.000000 Penalty: 5942.738770
	Iteration 10Q: 3 clusters Score -1.947903e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159371 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -19479424.000000 Penalty: 5942.738770
	Iteration 11Q: 3 clusters Score -1.947942e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159445 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19479580.000000 Penalty: 5942.738770
	Iteration 12Q: 3 clusters Score -1.947958e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159469 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -19479648.000000 Penalty: 5942.738770
	Iteration 13Q: 3 clusters Score -1.947965e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159487 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19479698.000000 Penalty: 5942.738770
	Iteration 14Q: 3 clusters Score -1.94797e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159488 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19479724.000000 Penalty: 5942.738770
	Iteration 15Q: 3 clusters Score -1.947972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159491 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19479744.000000 Penalty: 5942.738770
	Iteration 16Q: 3 clusters Score -1.947974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159493 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -19479742.000000 Penalty: 5942.738770
	Iteration 17Q: 3 clusters Score -1.947974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159493 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -19479756.000000 Penalty: 5942.738770
	Iteration 18Q: 3 clusters Score -1.947976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159494 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -19479774.000000 Penalty: 5942.738770
	Iteration 19Q: 3 clusters Score -1.947977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159495 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19479770.000000 Penalty: 5942.738770
	Iteration 20F: 3 clusters Score -1.947977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159496 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -19479776.000000 Penalty: 5942.738770
	Iteration 21Q: 3 clusters Score -1.947978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159499 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19479778.000000 Penalty: 5942.738770
	Iteration 22Q: 3 clusters Score -1.947978e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159499 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19479772.000000 Penalty: 5942.738770
	Iteration 23Q: 3 clusters Score -1.947977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159502 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19479798.000000 Penalty: 5942.738770
	Iteration 24Q: 3 clusters Score -1.94798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159501 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19479794.000000 Penalty: 5942.738770
	Iteration 25Q: 3 clusters Score -1.947979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159501 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19479794.000000 Penalty: 5942.738770
	Iteration 26F: 3 clusters Score -1.947979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (67993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67993 members 
Entering Unmasked Estep 
Score: -7772111.500000 Penalty: 2759.535645
	Iteration 0F: 2 clusters Score -7772112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -7726683.000000 Penalty: 5519.071289
	Iteration 0F: 3 clusters Score -7726683 nChanged 31576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -7745400.500000 Penalty: 5519.071289
	Iteration 1F: 3 clusters Score -7745400 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -7747141.500000 Penalty: 5519.071289
	Iteration 2F: 3 clusters Score -7747142 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -7749124.500000 Penalty: 5519.071289
	Iteration 3F: 3 clusters Score -7749124 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -7751124.500000 Penalty: 5519.071289
	Iteration 4F: 3 clusters Score -7751124 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -7753112.000000 Penalty: 5519.071289
	Iteration 5F: 3 clusters Score -7753112 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -7754864.500000 Penalty: 5519.071289
	Iteration 6F: 3 clusters Score -7754864 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -7756172.500000 Penalty: 5519.071289
	Iteration 7Q: 3 clusters Score -7756172 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -7757427.500000 Penalty: 5519.071289
	Iteration 8Q: 3 clusters Score -7757428 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -7758641.000000 Penalty: 5519.071289
	Iteration 9Q: 3 clusters Score -7758641 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -7759905.500000 Penalty: 5519.071289
	Iteration 10Q: 3 clusters Score -7759906 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -7761362.500000 Penalty: 5519.071289
	Iteration 11Q: 3 clusters Score -7761362 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -7762943.500000 Penalty: 5519.071289
	Iteration 12Q: 3 clusters Score -7762944 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -7764559.000000 Penalty: 5519.071289
	Iteration 13Q: 3 clusters Score -7764559 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 57744 members 
Entering Unmasked Estep 
Score: -7766070.500000 Penalty: 5519.071289
	Iteration 14Q: 3 clusters Score -7766070 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -7767365.000000 Penalty: 5519.071289
	Iteration 15Q: 3 clusters Score -7767365 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 60331 members 
Entering Unmasked Estep 
Score: -7768303.000000 Penalty: 5519.071289
	Iteration 16Q: 3 clusters Score -7768303 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 61097 members 
Entering Unmasked Estep 
Score: -7768865.000000 Penalty: 5519.071289
	Iteration 17Q: 3 clusters Score -7768865 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -7769275.000000 Penalty: 5519.071289
	Iteration 18Q: 3 clusters Score -7769275 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 62203 members 
Entering Unmasked Estep 
Score: -7769543.500000 Penalty: 5519.071289
	Iteration 19Q: 3 clusters Score -7769544 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 62601 members 
Entering Unmasked Estep 
Score: -7769740.500000 Penalty: 5519.071289
	Iteration 20F: 3 clusters Score -7769740 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 62959 members 
Entering Unmasked Estep 
Score: -7769887.000000 Penalty: 5519.071289
	Iteration 21Q: 3 clusters Score -7769887 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 63292 members 
Entering Unmasked Estep 
Score: -7770048.500000 Penalty: 5519.071289
	Iteration 22Q: 3 clusters Score -7770048 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 63590 members 
Entering Unmasked Estep 
Score: -7770226.000000 Penalty: 5519.071289
	Iteration 23Q: 3 clusters Score -7770226 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -7770365.000000 Penalty: 5519.071289
	Iteration 24Q: 3 clusters Score -7770365 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 64095 members 
Entering Unmasked Estep 
Score: -7770504.000000 Penalty: 5519.071289
	Iteration 25Q: 3 clusters Score -7770504 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 64319 members 
Entering Unmasked Estep 
Score: -7770658.000000 Penalty: 5519.071289
	Iteration 26Q: 3 clusters Score -7770658 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 64508 members 
Entering Unmasked Estep 
Score: -7770879.500000 Penalty: 5519.071289
	Iteration 27Q: 3 clusters Score -7770880 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 64713 members 
Entering Unmasked Estep 
Score: -7771175.500000 Penalty: 5519.071289
	Iteration 28Q: 3 clusters Score -7771176 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -7771482.000000 Penalty: 5519.071289
	Iteration 29Q: 3 clusters Score -7771482 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 64991 members 
Entering Unmasked Estep 
Score: -7771690.000000 Penalty: 5519.071289
	Iteration 30Q: 3 clusters Score -7771690 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 65043 members 
Entering Unmasked Estep 
Score: -7771746.500000 Penalty: 5519.071289
	Iteration 31Q: 3 clusters Score -7771746 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 65069 members 
Entering Unmasked Estep 
Score: -7771798.500000 Penalty: 5519.071289
	Iteration 32Q: 3 clusters Score -7771798 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
Score: -7771827.000000 Penalty: 5519.071289
	Iteration 33Q: 3 clusters Score -7771827 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -7771830.000000 Penalty: 5519.071289
	Iteration 34Q: 3 clusters Score -7771830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 65127 members 
Entering Unmasked Estep 
Score: -7771826.000000 Penalty: 5519.071289
	Iteration 35Q: 3 clusters Score -7771826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -7771823.500000 Penalty: 5519.071289
	Iteration 36Q: 3 clusters Score -7771824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 65154 members 
Entering Unmasked Estep 
Score: -7771833.500000 Penalty: 5519.071289
	Iteration 37Q: 3 clusters Score -7771834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -7771839.500000 Penalty: 5519.071289
	Iteration 38Q: 3 clusters Score -7771840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -7771842.000000 Penalty: 5519.071289
	Iteration 39Q: 3 clusters Score -7771842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -7771833.000000 Penalty: 5519.071289
	Iteration 40F: 3 clusters Score -7771833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -7771841.000000 Penalty: 5519.071289
	Iteration 41Q: 3 clusters Score -7771841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 65182 members 
Entering Unmasked Estep 
Score: -7771853.000000 Penalty: 5519.071289
	Iteration 42Q: 3 clusters Score -7771853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 65184 members 
Entering Unmasked Estep 
Score: -7771846.000000 Penalty: 5519.071289
	Iteration 43Q: 3 clusters Score -7771846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -7771850.500000 Penalty: 5519.071289
	Iteration 44Q: 3 clusters Score -7771850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 65193 members 
Entering Unmasked Estep 
Score: -7771857.000000 Penalty: 5519.071289
	Iteration 45Q: 3 clusters Score -7771857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -7771859.000000 Penalty: 5519.071289
	Iteration 46Q: 3 clusters Score -7771859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 65199 members 
Entering Unmasked Estep 
Score: -7771863.000000 Penalty: 5519.071289
	Iteration 47Q: 3 clusters Score -7771863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -7771858.500000 Penalty: 5519.071289
	Iteration 48Q: 3 clusters Score -7771858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 65201 members 
Entering Unmasked Estep 
Score: -7771851.000000 Penalty: 5519.071289
	Iteration 49Q: 3 clusters Score -7771851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 65203 members 
Entering Unmasked Estep 
Score: -7771865.000000 Penalty: 5519.071289
	Iteration 50Q: 3 clusters Score -7771865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 65204 members 
Entering Unmasked Estep 
Score: -7771862.500000 Penalty: 5519.071289
	Iteration 51Q: 3 clusters Score -7771862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 65203 members 
Entering Unmasked Estep 
Score: -7771860.000000 Penalty: 5519.071289
	Iteration 52Q: 3 clusters Score -7771860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 65202 members 
Entering Unmasked Estep 
Score: -7771857.000000 Penalty: 5519.071289
	Iteration 53Q: 3 clusters Score -7771857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -7771859.500000 Penalty: 5519.071289
	Iteration 54Q: 3 clusters Score -7771860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -7771855.000000 Penalty: 5519.071289
	Iteration 55Q: 3 clusters Score -7771855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 65200 members 
Entering Unmasked Estep 
Score: -7771855.000000 Penalty: 5519.071289
	Iteration 56F: 3 clusters Score -7771855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -32155.707031 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -32155.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30913.394531 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -30913.39 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31067.525391 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -31067.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31133.521484 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -31133.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -31164.339844 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -31164.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31166.791016 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -31166.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31168.250000 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -31168.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31168.250000 Penalty: 2877.850586
	Iteration 6F: 3 clusters Score -31168.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Entering Unmasked Estep 
Score: -476259.562500 Penalty: 2076.412354
	Iteration 0F: 2 clusters Score -476259.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -472222.562500 Penalty: 4152.824707
	Iteration 0F: 3 clusters Score -472222.6 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -473379.062500 Penalty: 4152.824707
	Iteration 1F: 3 clusters Score -473379.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -473770.125000 Penalty: 4152.824707
	Iteration 2F: 3 clusters Score -473770.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -474090.250000 Penalty: 4152.824707
	Iteration 3F: 3 clusters Score -474090.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -474355.812500 Penalty: 4152.824707
	Iteration 4F: 3 clusters Score -474355.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -474582.687500 Penalty: 4152.824707
	Iteration 5F: 3 clusters Score -474582.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -474781.437500 Penalty: 4152.824707
	Iteration 6Q: 3 clusters Score -474781.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -474989.125000 Penalty: 4152.824707
	Iteration 7Q: 3 clusters Score -474989.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -475186.437500 Penalty: 4152.824707
	Iteration 8Q: 3 clusters Score -475186.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -475347.281250 Penalty: 4152.824707
	Iteration 9Q: 3 clusters Score -475347.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -475467.281250 Penalty: 4152.824707
	Iteration 10Q: 3 clusters Score -475467.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -475579.468750 Penalty: 4152.824707
	Iteration 11Q: 3 clusters Score -475579.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -475650.718750 Penalty: 4152.824707
	Iteration 12Q: 3 clusters Score -475650.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -475673.812500 Penalty: 4152.824707
	Iteration 13Q: 3 clusters Score -475673.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -475687.093750 Penalty: 4152.824707
	Iteration 14Q: 3 clusters Score -475687.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -475698.343750 Penalty: 4152.824707
	Iteration 15Q: 3 clusters Score -475698.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -475709.343750 Penalty: 4152.824707
	Iteration 16Q: 3 clusters Score -475709.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -475714.718750 Penalty: 4152.824707
	Iteration 17Q: 3 clusters Score -475714.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -475720.343750 Penalty: 4152.824707
	Iteration 18Q: 3 clusters Score -475720.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -475723.937500 Penalty: 4152.824707
	Iteration 19Q: 3 clusters Score -475723.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -475725.625000 Penalty: 4152.824707
	Iteration 20F: 3 clusters Score -475725.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -475728.281250 Penalty: 4152.824707
	Iteration 21Q: 3 clusters Score -475728.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -475730.187500 Penalty: 4152.824707
	Iteration 22Q: 3 clusters Score -475730.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -475736.250000 Penalty: 4152.824707
	Iteration 23Q: 3 clusters Score -475736.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -475741.187500 Penalty: 4152.824707
	Iteration 24Q: 3 clusters Score -475741.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -475742.812500 Penalty: 4152.824707
	Iteration 25Q: 3 clusters Score -475742.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -475745.218750 Penalty: 4152.824707
	Iteration 26Q: 3 clusters Score -475745.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -475747.531250 Penalty: 4152.824707
	Iteration 27Q: 3 clusters Score -475747.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -475749.406250 Penalty: 4152.824707
	Iteration 28Q: 3 clusters Score -475749.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -475750.718750 Penalty: 4152.824707
	Iteration 29Q: 3 clusters Score -475750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -475752.187500 Penalty: 4152.824707
	Iteration 30Q: 3 clusters Score -475752.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -475753.625000 Penalty: 4152.824707
	Iteration 31Q: 3 clusters Score -475753.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -475756.187500 Penalty: 4152.824707
	Iteration 32Q: 3 clusters Score -475756.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -475758.468750 Penalty: 4152.824707
	Iteration 33Q: 3 clusters Score -475758.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -475759.312500 Penalty: 4152.824707
	Iteration 34Q: 3 clusters Score -475759.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -475762.218750 Penalty: 4152.824707
	Iteration 35Q: 3 clusters Score -475762.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -475765.625000 Penalty: 4152.824707
	Iteration 36Q: 3 clusters Score -475765.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -475767.375000 Penalty: 4152.824707
	Iteration 37Q: 3 clusters Score -475767.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -475770.406250 Penalty: 4152.824707
	Iteration 38Q: 3 clusters Score -475770.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -475772.906250 Penalty: 4152.824707
	Iteration 39Q: 3 clusters Score -475772.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -475779.406250 Penalty: 4152.824707
	Iteration 40F: 3 clusters Score -475779.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -475783.437500 Penalty: 4152.824707
	Iteration 41Q: 3 clusters Score -475783.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -475793.750000 Penalty: 4152.824707
	Iteration 42Q: 3 clusters Score -475793.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -475807.781250 Penalty: 4152.824707
	Iteration 43Q: 3 clusters Score -475807.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -475824.406250 Penalty: 4152.824707
	Iteration 44Q: 3 clusters Score -475824.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -475861.531250 Penalty: 4152.824707
	Iteration 45Q: 3 clusters Score -475861.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -475925.843750 Penalty: 4152.824707
	Iteration 46Q: 3 clusters Score -475925.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -475985.343750 Penalty: 4152.824707
	Iteration 47Q: 3 clusters Score -475985.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -476017.218750 Penalty: 4152.824707
	Iteration 48Q: 3 clusters Score -476017.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -476041.812500 Penalty: 4152.824707
	Iteration 49Q: 3 clusters Score -476041.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -476052.468750 Penalty: 4152.824707
	Iteration 50Q: 3 clusters Score -476052.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -476066.156250 Penalty: 4152.824707
	Iteration 51Q: 3 clusters Score -476066.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -476073.281250 Penalty: 4152.824707
	Iteration 52Q: 3 clusters Score -476073.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -476078.562500 Penalty: 4152.824707
	Iteration 53Q: 3 clusters Score -476078.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -476080.687500 Penalty: 4152.824707
	Iteration 54Q: 3 clusters Score -476080.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -476081.562500 Penalty: 4152.824707
	Iteration 55Q: 3 clusters Score -476081.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -476081.687500 Penalty: 4152.824707
	Iteration 56Q: 3 clusters Score -476081.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -476081.687500 Penalty: 4152.824707
	Iteration 57F: 3 clusters Score -476081.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (197528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197528 members 
Entering Unmasked Estep 
Score: -24071370.000000 Penalty: 3024.021729
	Iteration 0F: 2 clusters Score -2.407137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98894 members 
Mstep: Class 2 contains 98634 members 
Entering Unmasked Estep 
Score: -23941620.000000 Penalty: 6048.043457
	Iteration 0F: 3 clusters Score -2.394162e+07 nChanged 94937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102375 members 
Mstep: Class 2 contains 95153 members 
Entering Unmasked Estep 
Score: -23998268.000000 Penalty: 6048.043457
	Iteration 1F: 3 clusters Score -2.399827e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104543 members 
Mstep: Class 2 contains 92985 members 
Entering Unmasked Estep 
Score: -24000124.000000 Penalty: 6048.043457
	Iteration 2Q: 3 clusters Score -2.400012e+07 nChanged 7662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107757 members 
Mstep: Class 2 contains 89771 members 
Entering Unmasked Estep 
Score: -24003318.000000 Penalty: 6048.043457
	Iteration 3Q: 3 clusters Score -2.400332e+07 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112353 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -24007594.000000 Penalty: 6048.043457
	Iteration 4Q: 3 clusters Score -2.400759e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118352 members 
Mstep: Class 2 contains 79176 members 
Entering Unmasked Estep 
Score: -24013734.000000 Penalty: 6048.043457
	Iteration 5F: 3 clusters Score -2.401373e+07 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125278 members 
Mstep: Class 2 contains 72250 members 
Entering Unmasked Estep 
Score: -24022128.000000 Penalty: 6048.043457
	Iteration 6F: 3 clusters Score -2.402213e+07 nChanged 12535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131811 members 
Mstep: Class 2 contains 65717 members 
Entering Unmasked Estep 
Score: -24033628.000000 Penalty: 6048.043457
	Iteration 7F: 3 clusters Score -2.403363e+07 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136360 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -24045696.000000 Penalty: 6048.043457
	Iteration 8F: 3 clusters Score -2.40457e+07 nChanged 10510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138194 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -24053596.000000 Penalty: 6048.043457
	Iteration 9F: 3 clusters Score -2.40536e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138868 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -24056906.000000 Penalty: 6048.043457
	Iteration 10Q: 3 clusters Score -2.405691e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139345 members 
Mstep: Class 2 contains 58183 members 
Entering Unmasked Estep 
Score: -24058040.000000 Penalty: 6048.043457
	Iteration 11Q: 3 clusters Score -2.405804e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139707 members 
Mstep: Class 2 contains 57821 members 
Entering Unmasked Estep 
Score: -24058520.000000 Penalty: 6048.043457
	Iteration 12Q: 3 clusters Score -2.405852e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139991 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -24058986.000000 Penalty: 6048.043457
	Iteration 13Q: 3 clusters Score -2.405899e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140248 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -24059086.000000 Penalty: 6048.043457
	Iteration 14Q: 3 clusters Score -2.405909e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140502 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -24059254.000000 Penalty: 6048.043457
	Iteration 15Q: 3 clusters Score -2.405925e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140728 members 
Mstep: Class 2 contains 56800 members 
Entering Unmasked Estep 
Score: -24059344.000000 Penalty: 6048.043457
	Iteration 16Q: 3 clusters Score -2.405934e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140990 members 
Mstep: Class 2 contains 56538 members 
Entering Unmasked Estep 
Score: -24059458.000000 Penalty: 6048.043457
	Iteration 17Q: 3 clusters Score -2.405946e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141218 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -24059520.000000 Penalty: 6048.043457
	Iteration 18Q: 3 clusters Score -2.405952e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141484 members 
Mstep: Class 2 contains 56044 members 
Entering Unmasked Estep 
Score: -24059516.000000 Penalty: 6048.043457
	Iteration 19Q: 3 clusters Score -2.405952e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141732 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -24059520.000000 Penalty: 6048.043457
	Iteration 20F: 3 clusters Score -2.405952e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142003 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -24059530.000000 Penalty: 6048.043457
	Iteration 21Q: 3 clusters Score -2.405953e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142285 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -24059504.000000 Penalty: 6048.043457
	Iteration 22Q: 3 clusters Score -2.40595e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142565 members 
Mstep: Class 2 contains 54963 members 
Entering Unmasked Estep 
Score: -24059476.000000 Penalty: 6048.043457
	Iteration 23Q: 3 clusters Score -2.405948e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142844 members 
Mstep: Class 2 contains 54684 members 
Entering Unmasked Estep 
Score: -24059432.000000 Penalty: 6048.043457
	Iteration 24Q: 3 clusters Score -2.405943e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143099 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -24059436.000000 Penalty: 6048.043457
	Iteration 25Q: 3 clusters Score -2.405944e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143381 members 
Mstep: Class 2 contains 54147 members 
Entering Unmasked Estep 
Score: -24059404.000000 Penalty: 6048.043457
	Iteration 26Q: 3 clusters Score -2.40594e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143645 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -24059408.000000 Penalty: 6048.043457
	Iteration 27Q: 3 clusters Score -2.405941e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143931 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -24059422.000000 Penalty: 6048.043457
	Iteration 28Q: 3 clusters Score -2.405942e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144210 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -24059398.000000 Penalty: 6048.043457
	Iteration 29Q: 3 clusters Score -2.40594e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144480 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -24059334.000000 Penalty: 6048.043457
	Iteration 30Q: 3 clusters Score -2.405933e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144767 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -24059288.000000 Penalty: 6048.043457
	Iteration 31Q: 3 clusters Score -2.405929e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145073 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -24059300.000000 Penalty: 6048.043457
	Iteration 32Q: 3 clusters Score -2.40593e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145370 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -24059274.000000 Penalty: 6048.043457
	Iteration 33Q: 3 clusters Score -2.405927e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145662 members 
Mstep: Class 2 contains 51866 members 
Entering Unmasked Estep 
Score: -24059282.000000 Penalty: 6048.043457
	Iteration 34Q: 3 clusters Score -2.405928e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145943 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -24059294.000000 Penalty: 6048.043457
	Iteration 35Q: 3 clusters Score -2.405929e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146242 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -24059310.000000 Penalty: 6048.043457
	Iteration 36Q: 3 clusters Score -2.405931e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146549 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -24059286.000000 Penalty: 6048.043457
	Iteration 37Q: 3 clusters Score -2.405929e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146870 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -24059278.000000 Penalty: 6048.043457
	Iteration 38Q: 3 clusters Score -2.405928e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147218 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -24059274.000000 Penalty: 6048.043457
	Iteration 39Q: 3 clusters Score -2.405927e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147607 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -24059304.000000 Penalty: 6048.043457
	Iteration 40F: 3 clusters Score -2.40593e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148021 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -24059258.000000 Penalty: 6048.043457
	Iteration 41Q: 3 clusters Score -2.405926e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148474 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -24059258.000000 Penalty: 6048.043457
	Iteration 42Q: 3 clusters Score -2.405926e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148922 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -24059308.000000 Penalty: 6048.043457
	Iteration 43Q: 3 clusters Score -2.405931e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149388 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -24059328.000000 Penalty: 6048.043457
	Iteration 44Q: 3 clusters Score -2.405933e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149869 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -24059340.000000 Penalty: 6048.043457
	Iteration 45Q: 3 clusters Score -2.405934e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150345 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -24059394.000000 Penalty: 6048.043457
	Iteration 46Q: 3 clusters Score -2.405939e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150876 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -24059384.000000 Penalty: 6048.043457
	Iteration 47Q: 3 clusters Score -2.405938e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151421 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -24059440.000000 Penalty: 6048.043457
	Iteration 48Q: 3 clusters Score -2.405944e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151993 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -24059470.000000 Penalty: 6048.043457
	Iteration 49Q: 3 clusters Score -2.405947e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152569 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -24059464.000000 Penalty: 6048.043457
	Iteration 50Q: 3 clusters Score -2.405946e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153184 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -24059524.000000 Penalty: 6048.043457
	Iteration 51Q: 3 clusters Score -2.405952e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153849 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -24059498.000000 Penalty: 6048.043457
	Iteration 52Q: 3 clusters Score -2.40595e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154503 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -24059540.000000 Penalty: 6048.043457
	Iteration 53Q: 3 clusters Score -2.405954e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155201 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -24059606.000000 Penalty: 6048.043457
	Iteration 54Q: 3 clusters Score -2.405961e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155858 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -24059602.000000 Penalty: 6048.043457
	Iteration 55Q: 3 clusters Score -2.40596e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156605 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -24059692.000000 Penalty: 6048.043457
	Iteration 56Q: 3 clusters Score -2.405969e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157389 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -24059716.000000 Penalty: 6048.043457
	Iteration 57Q: 3 clusters Score -2.405972e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158251 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -24059886.000000 Penalty: 6048.043457
	Iteration 58Q: 3 clusters Score -2.405989e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159180 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -24059958.000000 Penalty: 6048.043457
	Iteration 59Q: 3 clusters Score -2.405996e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160112 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -24060082.000000 Penalty: 6048.043457
	Iteration 60F: 3 clusters Score -2.406008e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161081 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -24060098.000000 Penalty: 6048.043457
	Iteration 61Q: 3 clusters Score -2.40601e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162123 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -24060248.000000 Penalty: 6048.043457
	Iteration 62Q: 3 clusters Score -2.406025e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163195 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -24060378.000000 Penalty: 6048.043457
	Iteration 63Q: 3 clusters Score -2.406038e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164344 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -24060584.000000 Penalty: 6048.043457
	Iteration 64Q: 3 clusters Score -2.406058e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165517 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -24060738.000000 Penalty: 6048.043457
	Iteration 65Q: 3 clusters Score -2.406074e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166753 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -24060934.000000 Penalty: 6048.043457
	Iteration 66Q: 3 clusters Score -2.406093e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168044 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -24061094.000000 Penalty: 6048.043457
	Iteration 67Q: 3 clusters Score -2.406109e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169449 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -24061336.000000 Penalty: 6048.043457
	Iteration 68Q: 3 clusters Score -2.406134e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170902 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -24061624.000000 Penalty: 6048.043457
	Iteration 69Q: 3 clusters Score -2.406162e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172373 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -24061906.000000 Penalty: 6048.043457
	Iteration 70Q: 3 clusters Score -2.406191e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173834 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -24062228.000000 Penalty: 6048.043457
	Iteration 71Q: 3 clusters Score -2.406223e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175314 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -24062518.000000 Penalty: 6048.043457
	Iteration 72Q: 3 clusters Score -2.406252e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176817 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -24062828.000000 Penalty: 6048.043457
	Iteration 73Q: 3 clusters Score -2.406283e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178322 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -24062986.000000 Penalty: 6048.043457
	Iteration 74Q: 3 clusters Score -2.406299e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179850 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -24063336.000000 Penalty: 6048.043457
	Iteration 75Q: 3 clusters Score -2.406334e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181320 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -24063710.000000 Penalty: 6048.043457
	Iteration 76Q: 3 clusters Score -2.406371e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182787 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -24064106.000000 Penalty: 6048.043457
	Iteration 77Q: 3 clusters Score -2.406411e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184251 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -24064618.000000 Penalty: 6048.043457
	Iteration 78Q: 3 clusters Score -2.406462e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185727 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -24065018.000000 Penalty: 6048.043457
	Iteration 79Q: 3 clusters Score -2.406502e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187088 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -24065338.000000 Penalty: 6048.043457
	Iteration 80F: 3 clusters Score -2.406534e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188423 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -24065938.000000 Penalty: 6048.043457
	Iteration 81Q: 3 clusters Score -2.406594e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189631 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -24066310.000000 Penalty: 6048.043457
	Iteration 82Q: 3 clusters Score -2.406631e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190702 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -24066796.000000 Penalty: 6048.043457
	Iteration 83Q: 3 clusters Score -2.40668e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191657 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -24067248.000000 Penalty: 6048.043457
	Iteration 84Q: 3 clusters Score -2.406725e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192503 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -24067588.000000 Penalty: 6048.043457
	Iteration 85Q: 3 clusters Score -2.406759e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193187 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -24067838.000000 Penalty: 6048.043457
	Iteration 86Q: 3 clusters Score -2.406784e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193748 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -24068086.000000 Penalty: 6048.043457
	Iteration 87Q: 3 clusters Score -2.406809e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194178 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -24068252.000000 Penalty: 6048.043457
	Iteration 88Q: 3 clusters Score -2.406825e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194523 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -24068448.000000 Penalty: 6048.043457
	Iteration 89Q: 3 clusters Score -2.406845e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194797 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -24068576.000000 Penalty: 6048.043457
	Iteration 90Q: 3 clusters Score -2.406858e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195017 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -24068656.000000 Penalty: 6048.043457
	Iteration 91Q: 3 clusters Score -2.406866e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195201 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -24068778.000000 Penalty: 6048.043457
	Iteration 92Q: 3 clusters Score -2.406878e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195341 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -24068840.000000 Penalty: 6048.043457
	Iteration 93Q: 3 clusters Score -2.406884e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195458 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -24068860.000000 Penalty: 6048.043457
	Iteration 94Q: 3 clusters Score -2.406886e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195554 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -24068862.000000 Penalty: 6048.043457
	Iteration 95Q: 3 clusters Score -2.406886e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195631 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -24068918.000000 Penalty: 6048.043457
	Iteration 96Q: 3 clusters Score -2.406892e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195690 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -24068924.000000 Penalty: 6048.043457
	Iteration 97Q: 3 clusters Score -2.406892e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195747 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -24068924.000000 Penalty: 6048.043457
	Iteration 98Q: 3 clusters Score -2.406892e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195801 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -24068970.000000 Penalty: 6048.043457
	Iteration 99Q: 3 clusters Score -2.406897e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195854 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -24068982.000000 Penalty: 6048.043457
	Iteration 100F: 3 clusters Score -2.406898e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195894 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -24068996.000000 Penalty: 6048.043457
	Iteration 101Q: 3 clusters Score -2.4069e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195924 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -24069034.000000 Penalty: 6048.043457
	Iteration 102Q: 3 clusters Score -2.406903e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195952 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -24069024.000000 Penalty: 6048.043457
	Iteration 103Q: 3 clusters Score -2.406902e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195978 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -24069022.000000 Penalty: 6048.043457
	Iteration 104Q: 3 clusters Score -2.406902e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195996 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -24069024.000000 Penalty: 6048.043457
	Iteration 105Q: 3 clusters Score -2.406902e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196019 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -24069040.000000 Penalty: 6048.043457
	Iteration 106Q: 3 clusters Score -2.406904e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196038 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -24069040.000000 Penalty: 6048.043457
	Iteration 107Q: 3 clusters Score -2.406904e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196065 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -24069040.000000 Penalty: 6048.043457
	Iteration 108Q: 3 clusters Score -2.406904e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196085 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -24069074.000000 Penalty: 6048.043457
	Iteration 109Q: 3 clusters Score -2.406907e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196093 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -24069076.000000 Penalty: 6048.043457
	Iteration 110Q: 3 clusters Score -2.406908e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196101 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -24069088.000000 Penalty: 6048.043457
	Iteration 111Q: 3 clusters Score -2.406909e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196109 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -24069090.000000 Penalty: 6048.043457
	Iteration 112Q: 3 clusters Score -2.406909e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196120 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -24069106.000000 Penalty: 6048.043457
	Iteration 113Q: 3 clusters Score -2.406911e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196130 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -24069084.000000 Penalty: 6048.043457
	Iteration 114Q: 3 clusters Score -2.406908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196144 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -24069078.000000 Penalty: 6048.043457
	Iteration 115Q: 3 clusters Score -2.406908e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196155 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -24069090.000000 Penalty: 6048.043457
	Iteration 116Q: 3 clusters Score -2.406909e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196166 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -24069088.000000 Penalty: 6048.043457
	Iteration 117Q: 3 clusters Score -2.406909e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196175 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -24069100.000000 Penalty: 6048.043457
	Iteration 118Q: 3 clusters Score -2.40691e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196187 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -24069090.000000 Penalty: 6048.043457
	Iteration 119Q: 3 clusters Score -2.406909e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196192 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -24069120.000000 Penalty: 6048.043457
	Iteration 120F: 3 clusters Score -2.406912e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196191 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -24069122.000000 Penalty: 6048.043457
	Iteration 121Q: 3 clusters Score -2.406912e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196192 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -24069138.000000 Penalty: 6048.043457
	Iteration 122Q: 3 clusters Score -2.406914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196196 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -24069116.000000 Penalty: 6048.043457
	Iteration 123Q: 3 clusters Score -2.406912e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196198 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -24069128.000000 Penalty: 6048.043457
	Iteration 124Q: 3 clusters Score -2.406913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196198 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -24069134.000000 Penalty: 6048.043457
	Iteration 125Q: 3 clusters Score -2.406913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196206 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -24069144.000000 Penalty: 6048.043457
	Iteration 126Q: 3 clusters Score -2.406914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196212 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -24069140.000000 Penalty: 6048.043457
	Iteration 127Q: 3 clusters Score -2.406914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196219 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -24069160.000000 Penalty: 6048.043457
	Iteration 128Q: 3 clusters Score -2.406916e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196224 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -24069168.000000 Penalty: 6048.043457
	Iteration 129Q: 3 clusters Score -2.406917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196227 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -24069176.000000 Penalty: 6048.043457
	Iteration 130Q: 3 clusters Score -2.406918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196230 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -24069186.000000 Penalty: 6048.043457
	Iteration 131Q: 3 clusters Score -2.406919e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196232 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -24069174.000000 Penalty: 6048.043457
	Iteration 132Q: 3 clusters Score -2.406917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196229 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -24069170.000000 Penalty: 6048.043457
	Iteration 133Q: 3 clusters Score -2.406917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196225 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -24069190.000000 Penalty: 6048.043457
	Iteration 134Q: 3 clusters Score -2.406919e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196223 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -24069192.000000 Penalty: 6048.043457
	Iteration 135Q: 3 clusters Score -2.406919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196223 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -24069184.000000 Penalty: 6048.043457
	Iteration 136Q: 3 clusters Score -2.406918e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196224 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -24069174.000000 Penalty: 6048.043457
	Iteration 137Q: 3 clusters Score -2.406917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196228 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -24069178.000000 Penalty: 6048.043457
	Iteration 138Q: 3 clusters Score -2.406918e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196239 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -24069166.000000 Penalty: 6048.043457
	Iteration 139Q: 3 clusters Score -2.406917e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196247 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -24069172.000000 Penalty: 6048.043457
	Iteration 140F: 3 clusters Score -2.406917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196253 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -24069190.000000 Penalty: 6048.043457
	Iteration 141Q: 3 clusters Score -2.406919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196259 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -24069190.000000 Penalty: 6048.043457
	Iteration 142Q: 3 clusters Score -2.406919e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196269 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -24069196.000000 Penalty: 6048.043457
	Iteration 143Q: 3 clusters Score -2.40692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196272 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -24069196.000000 Penalty: 6048.043457
	Iteration 144Q: 3 clusters Score -2.40692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196272 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -24069206.000000 Penalty: 6048.043457
	Iteration 145Q: 3 clusters Score -2.406921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196267 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -24069220.000000 Penalty: 6048.043457
	Iteration 146Q: 3 clusters Score -2.406922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196267 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -24069222.000000 Penalty: 6048.043457
	Iteration 147Q: 3 clusters Score -2.406922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196267 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -24069222.000000 Penalty: 6048.043457
	Iteration 148F: 3 clusters Score -2.406922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Entering Unmasked Estep 
Score: -154972.296875 Penalty: 1777.807861
	Iteration 0F: 2 clusters Score -154972.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -152794.937500 Penalty: 3555.615723
	Iteration 0F: 3 clusters Score -152794.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -153163.546875 Penalty: 3555.615723
	Iteration 1F: 3 clusters Score -153163.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -153279.328125 Penalty: 3555.615723
	Iteration 2F: 3 clusters Score -153279.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -153335.015625 Penalty: 3555.615723
	Iteration 3Q: 3 clusters Score -153335 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -153386.453125 Penalty: 3555.615723
	Iteration 4Q: 3 clusters Score -153386.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -153432.890625 Penalty: 3555.615723
	Iteration 5Q: 3 clusters Score -153432.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -153477.546875 Penalty: 3555.615723
	Iteration 6Q: 3 clusters Score -153477.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -153518.703125 Penalty: 3555.615723
	Iteration 7Q: 3 clusters Score -153518.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -153580.703125 Penalty: 3555.615723
	Iteration 8Q: 3 clusters Score -153580.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -153642.750000 Penalty: 3555.615723
	Iteration 9Q: 3 clusters Score -153642.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -153733.234375 Penalty: 3555.615723
	Iteration 10Q: 3 clusters Score -153733.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -153876.937500 Penalty: 3555.615723
	Iteration 11Q: 3 clusters Score -153876.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -154003.406250 Penalty: 3555.615723
	Iteration 12Q: 3 clusters Score -154003.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -154140.546875 Penalty: 3555.615723
	Iteration 13Q: 3 clusters Score -154140.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -154239.359375 Penalty: 3555.615723
	Iteration 14Q: 3 clusters Score -154239.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -154299.453125 Penalty: 3555.615723
	Iteration 15Q: 3 clusters Score -154299.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -154332.312500 Penalty: 3555.615723
	Iteration 16Q: 3 clusters Score -154332.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -154345.921875 Penalty: 3555.615723
	Iteration 17Q: 3 clusters Score -154345.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -154357.984375 Penalty: 3555.615723
	Iteration 18Q: 3 clusters Score -154358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -154371.000000 Penalty: 3555.615723
	Iteration 19Q: 3 clusters Score -154371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -154416.890625 Penalty: 3555.615723
	Iteration 20F: 3 clusters Score -154416.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -154443.125000 Penalty: 3555.615723
	Iteration 21Q: 3 clusters Score -154443.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -154449.421875 Penalty: 3555.615723
	Iteration 22Q: 3 clusters Score -154449.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -154454.484375 Penalty: 3555.615723
	Iteration 23Q: 3 clusters Score -154454.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -154456.859375 Penalty: 3555.615723
	Iteration 24Q: 3 clusters Score -154456.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -154456.859375 Penalty: 3555.615723
	Iteration 25F: 3 clusters Score -154456.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Entering Unmasked Estep 
Score: -3933266.750000 Penalty: 2578.741943
	Iteration 0F: 2 clusters Score -3933267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -3910958.000000 Penalty: 5157.483887
	Iteration 0F: 3 clusters Score -3910958 nChanged 14806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -3918964.000000 Penalty: 5157.483887
	Iteration 1F: 3 clusters Score -3918964 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -3919615.500000 Penalty: 5157.483887
	Iteration 2Q: 3 clusters Score -3919616 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -3920382.750000 Penalty: 5157.483887
	Iteration 3Q: 3 clusters Score -3920383 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3921351.750000 Penalty: 5157.483887
	Iteration 4F: 3 clusters Score -3921352 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -3922433.750000 Penalty: 5157.483887
	Iteration 5F: 3 clusters Score -3922434 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -3923739.000000 Penalty: 5157.483887
	Iteration 6F: 3 clusters Score -3923739 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -3925096.000000 Penalty: 5157.483887
	Iteration 7F: 3 clusters Score -3925096 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -3926398.750000 Penalty: 5157.483887
	Iteration 8F: 3 clusters Score -3926399 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -3927697.000000 Penalty: 5157.483887
	Iteration 9Q: 3 clusters Score -3927697 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -3928758.000000 Penalty: 5157.483887
	Iteration 10Q: 3 clusters Score -3928758 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -3929412.500000 Penalty: 5157.483887
	Iteration 11Q: 3 clusters Score -3929412 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -3929789.000000 Penalty: 5157.483887
	Iteration 12Q: 3 clusters Score -3929789 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -3930027.500000 Penalty: 5157.483887
	Iteration 13Q: 3 clusters Score -3930028 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -3930207.250000 Penalty: 5157.483887
	Iteration 14Q: 3 clusters Score -3930207 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -3930377.500000 Penalty: 5157.483887
	Iteration 15Q: 3 clusters Score -3930378 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3930508.250000 Penalty: 5157.483887
	Iteration 16Q: 3 clusters Score -3930508 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -3930647.250000 Penalty: 5157.483887
	Iteration 17Q: 3 clusters Score -3930647 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3930798.000000 Penalty: 5157.483887
	Iteration 18Q: 3 clusters Score -3930798 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -3930963.500000 Penalty: 5157.483887
	Iteration 19Q: 3 clusters Score -3930964 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -3931091.250000 Penalty: 5157.483887
	Iteration 20F: 3 clusters Score -3931091 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3931223.500000 Penalty: 5157.483887
	Iteration 21Q: 3 clusters Score -3931224 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3931304.250000 Penalty: 5157.483887
	Iteration 22Q: 3 clusters Score -3931304 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -3931396.750000 Penalty: 5157.483887
	Iteration 23Q: 3 clusters Score -3931397 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -3931488.000000 Penalty: 5157.483887
	Iteration 24Q: 3 clusters Score -3931488 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3931581.500000 Penalty: 5157.483887
	Iteration 25Q: 3 clusters Score -3931582 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3931669.000000 Penalty: 5157.483887
	Iteration 26Q: 3 clusters Score -3931669 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -3931761.250000 Penalty: 5157.483887
	Iteration 27Q: 3 clusters Score -3931761 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3931821.250000 Penalty: 5157.483887
	Iteration 28Q: 3 clusters Score -3931821 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3931878.000000 Penalty: 5157.483887
	Iteration 29Q: 3 clusters Score -3931878 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3931942.000000 Penalty: 5157.483887
	Iteration 30Q: 3 clusters Score -3931942 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -3931982.500000 Penalty: 5157.483887
	Iteration 31Q: 3 clusters Score -3931982 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3932003.000000 Penalty: 5157.483887
	Iteration 32Q: 3 clusters Score -3932003 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3932029.250000 Penalty: 5157.483887
	Iteration 33Q: 3 clusters Score -3932029 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3932047.000000 Penalty: 5157.483887
	Iteration 34Q: 3 clusters Score -3932047 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3932057.500000 Penalty: 5157.483887
	Iteration 35Q: 3 clusters Score -3932058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3932063.250000 Penalty: 5157.483887
	Iteration 36Q: 3 clusters Score -3932063 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3932069.500000 Penalty: 5157.483887
	Iteration 37Q: 3 clusters Score -3932070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3932073.000000 Penalty: 5157.483887
	Iteration 38Q: 3 clusters Score -3932073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3932072.750000 Penalty: 5157.483887
	Iteration 39Q: 3 clusters Score -3932073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3932072.500000 Penalty: 5157.483887
	Iteration 40F: 3 clusters Score -3932072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3932080.250000 Penalty: 5157.483887
	Iteration 41Q: 3 clusters Score -3932080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3932074.750000 Penalty: 5157.483887
	Iteration 42Q: 3 clusters Score -3932075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -3932081.250000 Penalty: 5157.483887
	Iteration 43Q: 3 clusters Score -3932081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3932084.000000 Penalty: 5157.483887
	Iteration 44Q: 3 clusters Score -3932084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3932088.750000 Penalty: 5157.483887
	Iteration 45Q: 3 clusters Score -3932089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3932090.250000 Penalty: 5157.483887
	Iteration 46Q: 3 clusters Score -3932090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3932083.750000 Penalty: 5157.483887
	Iteration 47Q: 3 clusters Score -3932084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3932087.000000 Penalty: 5157.483887
	Iteration 48Q: 3 clusters Score -3932087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3932087.500000 Penalty: 5157.483887
	Iteration 49Q: 3 clusters Score -3932088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3932088.500000 Penalty: 5157.483887
	Iteration 50Q: 3 clusters Score -3932088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3932090.500000 Penalty: 5157.483887
	Iteration 51Q: 3 clusters Score -3932090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3932089.000000 Penalty: 5157.483887
	Iteration 52Q: 3 clusters Score -3932089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3932089.250000 Penalty: 5157.483887
	Iteration 53Q: 3 clusters Score -3932089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3932089.250000 Penalty: 5157.483887
	Iteration 54F: 3 clusters Score -3932089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Entering Unmasked Estep 
Score: -445530.375000 Penalty: 2047.123169
	Iteration 0F: 2 clusters Score -445530.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -441750.687500 Penalty: 4094.246338
	Iteration 0F: 3 clusters Score -441750.7 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -442604.562500 Penalty: 4094.246338
	Iteration 1F: 3 clusters Score -442604.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -442886.343750 Penalty: 4094.246338
	Iteration 2F: 3 clusters Score -442886.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -443172.375000 Penalty: 4094.246338
	Iteration 3F: 3 clusters Score -443172.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -443499.562500 Penalty: 4094.246338
	Iteration 4F: 3 clusters Score -443499.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -443807.218750 Penalty: 4094.246338
	Iteration 5F: 3 clusters Score -443807.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -444088.812500 Penalty: 4094.246338
	Iteration 6F: 3 clusters Score -444088.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -444292.406250 Penalty: 4094.246338
	Iteration 7Q: 3 clusters Score -444292.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -444426.656250 Penalty: 4094.246338
	Iteration 8Q: 3 clusters Score -444426.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -444494.750000 Penalty: 4094.246338
	Iteration 9Q: 3 clusters Score -444494.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -444553.250000 Penalty: 4094.246338
	Iteration 10Q: 3 clusters Score -444553.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -444579.906250 Penalty: 4094.246338
	Iteration 11Q: 3 clusters Score -444579.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -444600.562500 Penalty: 4094.246338
	Iteration 12Q: 3 clusters Score -444600.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -444614.500000 Penalty: 4094.246338
	Iteration 13Q: 3 clusters Score -444614.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -444620.718750 Penalty: 4094.246338
	Iteration 14Q: 3 clusters Score -444620.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -444626.531250 Penalty: 4094.246338
	Iteration 15Q: 3 clusters Score -444626.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -444626.156250 Penalty: 4094.246338
	Iteration 16Q: 3 clusters Score -444626.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -444627.375000 Penalty: 4094.246338
	Iteration 17Q: 3 clusters Score -444627.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -444627.375000 Penalty: 4094.246338
	Iteration 18F: 3 clusters Score -444627.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (194624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194624 members 
Entering Unmasked Estep 
Score: -23951582.000000 Penalty: 3020.348389
	Iteration 0F: 2 clusters Score -2.395158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97297 members 
Mstep: Class 2 contains 97327 members 
Entering Unmasked Estep 
Score: -23822450.000000 Penalty: 6040.696777
	Iteration 0F: 3 clusters Score -2.382245e+07 nChanged 93624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97701 members 
Mstep: Class 2 contains 96923 members 
Entering Unmasked Estep 
Score: -23876490.000000 Penalty: 6040.696777
	Iteration 1F: 3 clusters Score -2.387649e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97993 members 
Mstep: Class 2 contains 96631 members 
Entering Unmasked Estep 
Score: -23877574.000000 Penalty: 6040.696777
	Iteration 2Q: 3 clusters Score -2.387757e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98543 members 
Mstep: Class 2 contains 96081 members 
Entering Unmasked Estep 
Score: -23878868.000000 Penalty: 6040.696777
	Iteration 3Q: 3 clusters Score -2.387887e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99323 members 
Mstep: Class 2 contains 95301 members 
Entering Unmasked Estep 
Score: -23880612.000000 Penalty: 6040.696777
	Iteration 4Q: 3 clusters Score -2.388061e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100621 members 
Mstep: Class 2 contains 94003 members 
Entering Unmasked Estep 
Score: -23883038.000000 Penalty: 6040.696777
	Iteration 5Q: 3 clusters Score -2.388304e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102473 members 
Mstep: Class 2 contains 92151 members 
Entering Unmasked Estep 
Score: -23886404.000000 Penalty: 6040.696777
	Iteration 6Q: 3 clusters Score -2.38864e+07 nChanged 9777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104970 members 
Mstep: Class 2 contains 89654 members 
Entering Unmasked Estep 
Score: -23891486.000000 Penalty: 6040.696777
	Iteration 7F: 3 clusters Score -2.389149e+07 nChanged 11305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107929 members 
Mstep: Class 2 contains 86695 members 
Entering Unmasked Estep 
Score: -23898716.000000 Penalty: 6040.696777
	Iteration 8F: 3 clusters Score -2.389872e+07 nChanged 12276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110907 members 
Mstep: Class 2 contains 83717 members 
Entering Unmasked Estep 
Score: -23907520.000000 Penalty: 6040.696777
	Iteration 9F: 3 clusters Score -2.390752e+07 nChanged 12327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113344 members 
Mstep: Class 2 contains 81280 members 
Entering Unmasked Estep 
Score: -23916212.000000 Penalty: 6040.696777
	Iteration 10F: 3 clusters Score -2.391621e+07 nChanged 10227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115103 members 
Mstep: Class 2 contains 79521 members 
Entering Unmasked Estep 
Score: -23922002.000000 Penalty: 6040.696777
	Iteration 11F: 3 clusters Score -2.3922e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116612 members 
Mstep: Class 2 contains 78012 members 
Entering Unmasked Estep 
Score: -23924500.000000 Penalty: 6040.696777
	Iteration 12Q: 3 clusters Score -2.39245e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118099 members 
Mstep: Class 2 contains 76525 members 
Entering Unmasked Estep 
Score: -23925454.000000 Penalty: 6040.696777
	Iteration 13Q: 3 clusters Score -2.392545e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119561 members 
Mstep: Class 2 contains 75063 members 
Entering Unmasked Estep 
Score: -23926162.000000 Penalty: 6040.696777
	Iteration 14Q: 3 clusters Score -2.392616e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121107 members 
Mstep: Class 2 contains 73517 members 
Entering Unmasked Estep 
Score: -23926760.000000 Penalty: 6040.696777
	Iteration 15Q: 3 clusters Score -2.392676e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122677 members 
Mstep: Class 2 contains 71947 members 
Entering Unmasked Estep 
Score: -23927264.000000 Penalty: 6040.696777
	Iteration 16Q: 3 clusters Score -2.392726e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124401 members 
Mstep: Class 2 contains 70223 members 
Entering Unmasked Estep 
Score: -23927790.000000 Penalty: 6040.696777
	Iteration 17Q: 3 clusters Score -2.392779e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126163 members 
Mstep: Class 2 contains 68461 members 
Entering Unmasked Estep 
Score: -23928128.000000 Penalty: 6040.696777
	Iteration 18Q: 3 clusters Score -2.392813e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128012 members 
Mstep: Class 2 contains 66612 members 
Entering Unmasked Estep 
Score: -23928578.000000 Penalty: 6040.696777
	Iteration 19Q: 3 clusters Score -2.392858e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129936 members 
Mstep: Class 2 contains 64688 members 
Entering Unmasked Estep 
Score: -23929000.000000 Penalty: 6040.696777
	Iteration 20F: 3 clusters Score -2.3929e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131940 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -23929530.000000 Penalty: 6040.696777
	Iteration 21Q: 3 clusters Score -2.392953e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134047 members 
Mstep: Class 2 contains 60577 members 
Entering Unmasked Estep 
Score: -23929904.000000 Penalty: 6040.696777
	Iteration 22Q: 3 clusters Score -2.39299e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136271 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -23930342.000000 Penalty: 6040.696777
	Iteration 23Q: 3 clusters Score -2.393034e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138481 members 
Mstep: Class 2 contains 56143 members 
Entering Unmasked Estep 
Score: -23930946.000000 Penalty: 6040.696777
	Iteration 24Q: 3 clusters Score -2.393095e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140709 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -23931462.000000 Penalty: 6040.696777
	Iteration 25Q: 3 clusters Score -2.393146e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142984 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -23931938.000000 Penalty: 6040.696777
	Iteration 26Q: 3 clusters Score -2.393194e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145289 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -23932506.000000 Penalty: 6040.696777
	Iteration 27Q: 3 clusters Score -2.393251e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147684 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -23933026.000000 Penalty: 6040.696777
	Iteration 28Q: 3 clusters Score -2.393303e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150122 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -23933640.000000 Penalty: 6040.696777
	Iteration 29Q: 3 clusters Score -2.393364e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152642 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -23934336.000000 Penalty: 6040.696777
	Iteration 30Q: 3 clusters Score -2.393434e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155212 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -23935112.000000 Penalty: 6040.696777
	Iteration 31Q: 3 clusters Score -2.393511e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157862 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -23935956.000000 Penalty: 6040.696777
	Iteration 32Q: 3 clusters Score -2.393596e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160624 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -23937002.000000 Penalty: 6040.696777
	Iteration 33Q: 3 clusters Score -2.3937e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163576 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -23938126.000000 Penalty: 6040.696777
	Iteration 34Q: 3 clusters Score -2.393813e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166575 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -23939270.000000 Penalty: 6040.696777
	Iteration 35Q: 3 clusters Score -2.393927e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169580 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -23940458.000000 Penalty: 6040.696777
	Iteration 36Q: 3 clusters Score -2.394046e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172567 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -23941916.000000 Penalty: 6040.696777
	Iteration 37Q: 3 clusters Score -2.394192e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175392 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -23943488.000000 Penalty: 6040.696777
	Iteration 38Q: 3 clusters Score -2.394349e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178054 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -23944856.000000 Penalty: 6040.696777
	Iteration 39Q: 3 clusters Score -2.394486e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180333 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -23946056.000000 Penalty: 6040.696777
	Iteration 40F: 3 clusters Score -2.394606e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182287 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -23947106.000000 Penalty: 6040.696777
	Iteration 41Q: 3 clusters Score -2.394711e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183914 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -23947948.000000 Penalty: 6040.696777
	Iteration 42Q: 3 clusters Score -2.394795e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185260 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -23948460.000000 Penalty: 6040.696777
	Iteration 43Q: 3 clusters Score -2.394846e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186306 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -23948748.000000 Penalty: 6040.696777
	Iteration 44Q: 3 clusters Score -2.394875e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187190 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -23949132.000000 Penalty: 6040.696777
	Iteration 45Q: 3 clusters Score -2.394913e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187946 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -23949306.000000 Penalty: 6040.696777
	Iteration 46Q: 3 clusters Score -2.394931e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188587 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -23949512.000000 Penalty: 6040.696777
	Iteration 47Q: 3 clusters Score -2.394951e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189115 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -23949672.000000 Penalty: 6040.696777
	Iteration 48Q: 3 clusters Score -2.394967e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189510 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -23949778.000000 Penalty: 6040.696777
	Iteration 49Q: 3 clusters Score -2.394978e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189843 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -23949890.000000 Penalty: 6040.696777
	Iteration 50Q: 3 clusters Score -2.394989e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190112 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -23949916.000000 Penalty: 6040.696777
	Iteration 51Q: 3 clusters Score -2.394992e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190338 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -23949924.000000 Penalty: 6040.696777
	Iteration 52Q: 3 clusters Score -2.394992e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190525 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -23949980.000000 Penalty: 6040.696777
	Iteration 53Q: 3 clusters Score -2.394998e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190685 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -23950014.000000 Penalty: 6040.696777
	Iteration 54Q: 3 clusters Score -2.395001e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190806 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -23950012.000000 Penalty: 6040.696777
	Iteration 55Q: 3 clusters Score -2.395001e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190908 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -23950058.000000 Penalty: 6040.696777
	Iteration 56Q: 3 clusters Score -2.395006e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190996 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -23950058.000000 Penalty: 6040.696777
	Iteration 57Q: 3 clusters Score -2.395006e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191075 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -23950042.000000 Penalty: 6040.696777
	Iteration 58Q: 3 clusters Score -2.395004e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191150 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -23950022.000000 Penalty: 6040.696777
	Iteration 59Q: 3 clusters Score -2.395002e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191222 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -23950054.000000 Penalty: 6040.696777
	Iteration 60F: 3 clusters Score -2.395005e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191280 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -23950052.000000 Penalty: 6040.696777
	Iteration 61Q: 3 clusters Score -2.395005e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191330 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -23950070.000000 Penalty: 6040.696777
	Iteration 62Q: 3 clusters Score -2.395007e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191379 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -23950076.000000 Penalty: 6040.696777
	Iteration 63Q: 3 clusters Score -2.395008e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191419 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -23950086.000000 Penalty: 6040.696777
	Iteration 64Q: 3 clusters Score -2.395009e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191453 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -23950076.000000 Penalty: 6040.696777
	Iteration 65Q: 3 clusters Score -2.395008e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191484 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -23950082.000000 Penalty: 6040.696777
	Iteration 66Q: 3 clusters Score -2.395008e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191513 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -23950080.000000 Penalty: 6040.696777
	Iteration 67Q: 3 clusters Score -2.395008e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191535 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -23950060.000000 Penalty: 6040.696777
	Iteration 68Q: 3 clusters Score -2.395006e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191555 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -23950038.000000 Penalty: 6040.696777
	Iteration 69Q: 3 clusters Score -2.395004e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191573 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -23950054.000000 Penalty: 6040.696777
	Iteration 70Q: 3 clusters Score -2.395005e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191589 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -23950024.000000 Penalty: 6040.696777
	Iteration 71Q: 3 clusters Score -2.395002e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191606 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -23950034.000000 Penalty: 6040.696777
	Iteration 72Q: 3 clusters Score -2.395003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191618 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -23950046.000000 Penalty: 6040.696777
	Iteration 73Q: 3 clusters Score -2.395005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191624 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -23950044.000000 Penalty: 6040.696777
	Iteration 74Q: 3 clusters Score -2.395004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191630 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -23950044.000000 Penalty: 6040.696777
	Iteration 75Q: 3 clusters Score -2.395004e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191636 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -23950040.000000 Penalty: 6040.696777
	Iteration 76Q: 3 clusters Score -2.395004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191638 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -23950042.000000 Penalty: 6040.696777
	Iteration 77Q: 3 clusters Score -2.395004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191640 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -23950036.000000 Penalty: 6040.696777
	Iteration 78Q: 3 clusters Score -2.395004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191642 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -23950032.000000 Penalty: 6040.696777
	Iteration 79Q: 3 clusters Score -2.395003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191647 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -23950034.000000 Penalty: 6040.696777
	Iteration 80F: 3 clusters Score -2.395003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191650 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -23950030.000000 Penalty: 6040.696777
	Iteration 81Q: 3 clusters Score -2.395003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191652 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -23950034.000000 Penalty: 6040.696777
	Iteration 82Q: 3 clusters Score -2.395003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191652 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -23950034.000000 Penalty: 6040.696777
	Iteration 83F: 3 clusters Score -2.395003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Entering Unmasked Estep 
Score: -987226.937500 Penalty: 2240.658936
	Iteration 0F: 2 clusters Score -987226.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -980460.062500 Penalty: 4481.317871
	Iteration 0F: 3 clusters Score -980460.1 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -982336.937500 Penalty: 4481.317871
	Iteration 1F: 3 clusters Score -982336.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -982663.187500 Penalty: 4481.317871
	Iteration 2F: 3 clusters Score -982663.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -982974.937500 Penalty: 4481.317871
	Iteration 3F: 3 clusters Score -982974.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -983289.187500 Penalty: 4481.317871
	Iteration 4F: 3 clusters Score -983289.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -983621.312500 Penalty: 4481.317871
	Iteration 5Q: 3 clusters Score -983621.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -983928.000000 Penalty: 4481.317871
	Iteration 6Q: 3 clusters Score -983928 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -984170.625000 Penalty: 4481.317871
	Iteration 7Q: 3 clusters Score -984170.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -984352.437500 Penalty: 4481.317871
	Iteration 8Q: 3 clusters Score -984352.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -984527.625000 Penalty: 4481.317871
	Iteration 9Q: 3 clusters Score -984527.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -984709.062500 Penalty: 4481.317871
	Iteration 10Q: 3 clusters Score -984709.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -984921.187500 Penalty: 4481.317871
	Iteration 11Q: 3 clusters Score -984921.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -985146.062500 Penalty: 4481.317871
	Iteration 12Q: 3 clusters Score -985146.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -985391.250000 Penalty: 4481.317871
	Iteration 13Q: 3 clusters Score -985391.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -985624.875000 Penalty: 4481.317871
	Iteration 14Q: 3 clusters Score -985624.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -985846.625000 Penalty: 4481.317871
	Iteration 15Q: 3 clusters Score -985846.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -986063.312500 Penalty: 4481.317871
	Iteration 16Q: 3 clusters Score -986063.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -986284.000000 Penalty: 4481.317871
	Iteration 17Q: 3 clusters Score -986284 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -986463.500000 Penalty: 4481.317871
	Iteration 18Q: 3 clusters Score -986463.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -986653.937500 Penalty: 4481.317871
	Iteration 19Q: 3 clusters Score -986653.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -986793.437500 Penalty: 4481.317871
	Iteration 20F: 3 clusters Score -986793.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -986877.312500 Penalty: 4481.317871
	Iteration 21Q: 3 clusters Score -986877.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -986925.062500 Penalty: 4481.317871
	Iteration 22Q: 3 clusters Score -986925.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -986952.875000 Penalty: 4481.317871
	Iteration 23Q: 3 clusters Score -986952.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -986975.437500 Penalty: 4481.317871
	Iteration 24Q: 3 clusters Score -986975.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -986985.125000 Penalty: 4481.317871
	Iteration 25Q: 3 clusters Score -986985.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -986993.875000 Penalty: 4481.317871
	Iteration 26Q: 3 clusters Score -986993.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -986998.437500 Penalty: 4481.317871
	Iteration 27Q: 3 clusters Score -986998.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -987004.312500 Penalty: 4481.317871
	Iteration 28Q: 3 clusters Score -987004.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -987010.500000 Penalty: 4481.317871
	Iteration 29Q: 3 clusters Score -987010.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -987009.812500 Penalty: 4481.317871
	Iteration 30Q: 3 clusters Score -987009.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -987017.812500 Penalty: 4481.317871
	Iteration 31Q: 3 clusters Score -987017.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -987020.125000 Penalty: 4481.317871
	Iteration 32Q: 3 clusters Score -987020.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -987024.250000 Penalty: 4481.317871
	Iteration 33Q: 3 clusters Score -987024.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -987027.062500 Penalty: 4481.317871
	Iteration 34Q: 3 clusters Score -987027.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -987029.312500 Penalty: 4481.317871
	Iteration 35Q: 3 clusters Score -987029.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -987030.750000 Penalty: 4481.317871
	Iteration 36Q: 3 clusters Score -987030.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -987033.062500 Penalty: 4481.317871
	Iteration 37Q: 3 clusters Score -987033.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -987034.312500 Penalty: 4481.317871
	Iteration 38Q: 3 clusters Score -987034.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -987038.375000 Penalty: 4481.317871
	Iteration 39Q: 3 clusters Score -987038.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -987041.312500 Penalty: 4481.317871
	Iteration 40F: 3 clusters Score -987041.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -987045.250000 Penalty: 4481.317871
	Iteration 41Q: 3 clusters Score -987045.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -987050.250000 Penalty: 4481.317871
	Iteration 42Q: 3 clusters Score -987050.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -987051.812500 Penalty: 4481.317871
	Iteration 43Q: 3 clusters Score -987051.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -987053.375000 Penalty: 4481.317871
	Iteration 44Q: 3 clusters Score -987053.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -987054.750000 Penalty: 4481.317871
	Iteration 45Q: 3 clusters Score -987054.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -987056.125000 Penalty: 4481.317871
	Iteration 46Q: 3 clusters Score -987056.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -987056.125000 Penalty: 4481.317871
	Iteration 47F: 3 clusters Score -987056.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Entering Unmasked Estep 
Score: -6132525.500000 Penalty: 2689.138428
	Iteration 0F: 2 clusters Score -6132526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -6098168.000000 Penalty: 5378.276855
	Iteration 0F: 3 clusters Score -6098168 nChanged 23633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -6111175.500000 Penalty: 5378.276855
	Iteration 1F: 3 clusters Score -6111176 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -6111722.000000 Penalty: 5378.276855
	Iteration 2Q: 3 clusters Score -6111722 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -6112230.500000 Penalty: 5378.276855
	Iteration 3Q: 3 clusters Score -6112230 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -6112694.500000 Penalty: 5378.276855
	Iteration 4Q: 3 clusters Score -6112694 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -6113312.000000 Penalty: 5378.276855
	Iteration 5Q: 3 clusters Score -6113312 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -6114123.000000 Penalty: 5378.276855
	Iteration 6Q: 3 clusters Score -6114123 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -6115138.000000 Penalty: 5378.276855
	Iteration 7Q: 3 clusters Score -6115138 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -6116517.500000 Penalty: 5378.276855
	Iteration 8F: 3 clusters Score -6116518 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -6118103.000000 Penalty: 5378.276855
	Iteration 9F: 3 clusters Score -6118103 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -6119923.000000 Penalty: 5378.276855
	Iteration 10F: 3 clusters Score -6119923 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -6121790.500000 Penalty: 5378.276855
	Iteration 11F: 3 clusters Score -6121790 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -6123353.000000 Penalty: 5378.276855
	Iteration 12F: 3 clusters Score -6123353 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -6124585.500000 Penalty: 5378.276855
	Iteration 13Q: 3 clusters Score -6124586 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -6125506.000000 Penalty: 5378.276855
	Iteration 14Q: 3 clusters Score -6125506 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -6126051.500000 Penalty: 5378.276855
	Iteration 15Q: 3 clusters Score -6126052 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -6126361.500000 Penalty: 5378.276855
	Iteration 16Q: 3 clusters Score -6126362 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -6126537.500000 Penalty: 5378.276855
	Iteration 17Q: 3 clusters Score -6126538 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -6126658.500000 Penalty: 5378.276855
	Iteration 18Q: 3 clusters Score -6126658 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -6126738.500000 Penalty: 5378.276855
	Iteration 19Q: 3 clusters Score -6126738 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -6126837.500000 Penalty: 5378.276855
	Iteration 20F: 3 clusters Score -6126838 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -6126854.500000 Penalty: 5378.276855
	Iteration 21Q: 3 clusters Score -6126854 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -6126922.000000 Penalty: 5378.276855
	Iteration 22Q: 3 clusters Score -6126922 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -6126996.500000 Penalty: 5378.276855
	Iteration 23Q: 3 clusters Score -6126996 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -6127103.000000 Penalty: 5378.276855
	Iteration 24Q: 3 clusters Score -6127103 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -6127166.000000 Penalty: 5378.276855
	Iteration 25Q: 3 clusters Score -6127166 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -6127270.500000 Penalty: 5378.276855
	Iteration 26Q: 3 clusters Score -6127270 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -6127369.500000 Penalty: 5378.276855
	Iteration 27Q: 3 clusters Score -6127370 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -6127495.000000 Penalty: 5378.276855
	Iteration 28Q: 3 clusters Score -6127495 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -6127619.000000 Penalty: 5378.276855
	Iteration 29Q: 3 clusters Score -6127619 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -6127800.000000 Penalty: 5378.276855
	Iteration 30Q: 3 clusters Score -6127800 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -6128037.500000 Penalty: 5378.276855
	Iteration 31Q: 3 clusters Score -6128038 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -6128316.000000 Penalty: 5378.276855
	Iteration 32Q: 3 clusters Score -6128316 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -6128712.500000 Penalty: 5378.276855
	Iteration 33Q: 3 clusters Score -6128712 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -6129416.000000 Penalty: 5378.276855
	Iteration 34Q: 3 clusters Score -6129416 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -6130394.000000 Penalty: 5378.276855
	Iteration 35Q: 3 clusters Score -6130394 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -6130702.000000 Penalty: 5378.276855
	Iteration 36Q: 3 clusters Score -6130702 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -6130820.000000 Penalty: 5378.276855
	Iteration 37Q: 3 clusters Score -6130820 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -6130879.000000 Penalty: 5378.276855
	Iteration 38Q: 3 clusters Score -6130879 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -6130898.000000 Penalty: 5378.276855
	Iteration 39Q: 3 clusters Score -6130898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -6130918.500000 Penalty: 5378.276855
	Iteration 40F: 3 clusters Score -6130918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -6130908.500000 Penalty: 5378.276855
	Iteration 41Q: 3 clusters Score -6130908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -6130912.500000 Penalty: 5378.276855
	Iteration 42Q: 3 clusters Score -6130912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -6130925.500000 Penalty: 5378.276855
	Iteration 43Q: 3 clusters Score -6130926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -6130928.500000 Penalty: 5378.276855
	Iteration 44Q: 3 clusters Score -6130928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -6130932.500000 Penalty: 5378.276855
	Iteration 45Q: 3 clusters Score -6130932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -6130942.500000 Penalty: 5378.276855
	Iteration 46Q: 3 clusters Score -6130942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -6130938.500000 Penalty: 5378.276855
	Iteration 47Q: 3 clusters Score -6130938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -6130929.000000 Penalty: 5378.276855
	Iteration 48Q: 3 clusters Score -6130929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -6130933.500000 Penalty: 5378.276855
	Iteration 49Q: 3 clusters Score -6130934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -6130932.000000 Penalty: 5378.276855
	Iteration 50Q: 3 clusters Score -6130932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -6130931.500000 Penalty: 5378.276855
	Iteration 51Q: 3 clusters Score -6130932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -6130926.000000 Penalty: 5378.276855
	Iteration 52Q: 3 clusters Score -6130926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -6130928.500000 Penalty: 5378.276855
	Iteration 53Q: 3 clusters Score -6130928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -6130930.000000 Penalty: 5378.276855
	Iteration 54Q: 3 clusters Score -6130930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -6130930.000000 Penalty: 5378.276855
	Iteration 55F: 3 clusters Score -6130930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64613 members 
Entering Unmasked Estep 
Score: -7911282.000000 Penalty: 2746.890381
	Iteration 0F: 2 clusters Score -7911282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -7867896.500000 Penalty: 5493.780762
	Iteration 0F: 3 clusters Score -7867896 nChanged 30092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -7885603.000000 Penalty: 5493.780762
	Iteration 1F: 3 clusters Score -7885603 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -7887432.000000 Penalty: 5493.780762
	Iteration 2F: 3 clusters Score -7887432 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -7890067.000000 Penalty: 5493.780762
	Iteration 3F: 3 clusters Score -7890067 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -7893893.000000 Penalty: 5493.780762
	Iteration 4F: 3 clusters Score -7893893 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -7898471.500000 Penalty: 5493.780762
	Iteration 5F: 3 clusters Score -7898472 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -7902159.000000 Penalty: 5493.780762
	Iteration 6F: 3 clusters Score -7902159 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -7904548.500000 Penalty: 5493.780762
	Iteration 7F: 3 clusters Score -7904548 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -7905924.500000 Penalty: 5493.780762
	Iteration 8Q: 3 clusters Score -7905924 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -7906606.500000 Penalty: 5493.780762
	Iteration 9Q: 3 clusters Score -7906606 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -7907000.500000 Penalty: 5493.780762
	Iteration 10Q: 3 clusters Score -7907000 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -7907130.000000 Penalty: 5493.780762
	Iteration 11Q: 3 clusters Score -7907130 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -7907244.000000 Penalty: 5493.780762
	Iteration 12Q: 3 clusters Score -7907244 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -7907370.500000 Penalty: 5493.780762
	Iteration 13Q: 3 clusters Score -7907370 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -7907474.000000 Penalty: 5493.780762
	Iteration 14Q: 3 clusters Score -7907474 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -7907506.500000 Penalty: 5493.780762
	Iteration 15Q: 3 clusters Score -7907506 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -7907518.500000 Penalty: 5493.780762
	Iteration 16Q: 3 clusters Score -7907518 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -7907538.500000 Penalty: 5493.780762
	Iteration 17Q: 3 clusters Score -7907538 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -7907556.500000 Penalty: 5493.780762
	Iteration 18Q: 3 clusters Score -7907556 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -7907571.000000 Penalty: 5493.780762
	Iteration 19Q: 3 clusters Score -7907571 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -7907620.500000 Penalty: 5493.780762
	Iteration 20F: 3 clusters Score -7907620 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -7907617.000000 Penalty: 5493.780762
	Iteration 21Q: 3 clusters Score -7907617 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -7907641.500000 Penalty: 5493.780762
	Iteration 22Q: 3 clusters Score -7907642 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -7907643.000000 Penalty: 5493.780762
	Iteration 23Q: 3 clusters Score -7907643 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -7907612.000000 Penalty: 5493.780762
	Iteration 24Q: 3 clusters Score -7907612 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -7907623.500000 Penalty: 5493.780762
	Iteration 25Q: 3 clusters Score -7907624 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -7907648.000000 Penalty: 5493.780762
	Iteration 26Q: 3 clusters Score -7907648 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -7907657.500000 Penalty: 5493.780762
	Iteration 27Q: 3 clusters Score -7907658 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -7907650.000000 Penalty: 5493.780762
	Iteration 28Q: 3 clusters Score -7907650 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -7907650.500000 Penalty: 5493.780762
	Iteration 29Q: 3 clusters Score -7907650 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -7907660.500000 Penalty: 5493.780762
	Iteration 30Q: 3 clusters Score -7907660 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -7907651.000000 Penalty: 5493.780762
	Iteration 31Q: 3 clusters Score -7907651 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -7907655.500000 Penalty: 5493.780762
	Iteration 32Q: 3 clusters Score -7907656 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -7907673.000000 Penalty: 5493.780762
	Iteration 33Q: 3 clusters Score -7907673 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -7907685.500000 Penalty: 5493.780762
	Iteration 34Q: 3 clusters Score -7907686 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -7907707.000000 Penalty: 5493.780762
	Iteration 35Q: 3 clusters Score -7907707 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -7907734.500000 Penalty: 5493.780762
	Iteration 36Q: 3 clusters Score -7907734 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -7907745.500000 Penalty: 5493.780762
	Iteration 37Q: 3 clusters Score -7907746 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -7907733.500000 Penalty: 5493.780762
	Iteration 38Q: 3 clusters Score -7907734 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -7907749.500000 Penalty: 5493.780762
	Iteration 39Q: 3 clusters Score -7907750 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -7907761.500000 Penalty: 5493.780762
	Iteration 40F: 3 clusters Score -7907762 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -7907758.000000 Penalty: 5493.780762
	Iteration 41Q: 3 clusters Score -7907758 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -7907768.500000 Penalty: 5493.780762
	Iteration 42Q: 3 clusters Score -7907768 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -7907767.500000 Penalty: 5493.780762
	Iteration 43Q: 3 clusters Score -7907768 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -7907762.000000 Penalty: 5493.780762
	Iteration 44Q: 3 clusters Score -7907762 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -7907773.000000 Penalty: 5493.780762
	Iteration 45Q: 3 clusters Score -7907773 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -7907782.000000 Penalty: 5493.780762
	Iteration 46Q: 3 clusters Score -7907782 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -7907763.000000 Penalty: 5493.780762
	Iteration 47Q: 3 clusters Score -7907763 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -7907773.000000 Penalty: 5493.780762
	Iteration 48Q: 3 clusters Score -7907773 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -7907778.500000 Penalty: 5493.780762
	Iteration 49Q: 3 clusters Score -7907778 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -7907792.000000 Penalty: 5493.780762
	Iteration 50Q: 3 clusters Score -7907792 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -7907818.500000 Penalty: 5493.780762
	Iteration 51Q: 3 clusters Score -7907818 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -7907814.500000 Penalty: 5493.780762
	Iteration 52Q: 3 clusters Score -7907814 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -7907806.000000 Penalty: 5493.780762
	Iteration 53Q: 3 clusters Score -7907806 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -7907818.000000 Penalty: 5493.780762
	Iteration 54Q: 3 clusters Score -7907818 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -7907820.500000 Penalty: 5493.780762
	Iteration 55Q: 3 clusters Score -7907820 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -7907814.500000 Penalty: 5493.780762
	Iteration 56Q: 3 clusters Score -7907814 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -7907825.000000 Penalty: 5493.780762
	Iteration 57Q: 3 clusters Score -7907825 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -7907848.000000 Penalty: 5493.780762
	Iteration 58Q: 3 clusters Score -7907848 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -7907860.000000 Penalty: 5493.780762
	Iteration 59Q: 3 clusters Score -7907860 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -7907856.000000 Penalty: 5493.780762
	Iteration 60F: 3 clusters Score -7907856 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -7907858.500000 Penalty: 5493.780762
	Iteration 61Q: 3 clusters Score -7907858 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -7907874.500000 Penalty: 5493.780762
	Iteration 62Q: 3 clusters Score -7907874 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -7907867.500000 Penalty: 5493.780762
	Iteration 63Q: 3 clusters Score -7907868 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -7907879.500000 Penalty: 5493.780762
	Iteration 64Q: 3 clusters Score -7907880 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -7907882.500000 Penalty: 5493.780762
	Iteration 65Q: 3 clusters Score -7907882 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -7907894.500000 Penalty: 5493.780762
	Iteration 66Q: 3 clusters Score -7907894 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -7907886.000000 Penalty: 5493.780762
	Iteration 67Q: 3 clusters Score -7907886 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -7907900.500000 Penalty: 5493.780762
	Iteration 68Q: 3 clusters Score -7907900 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -7907929.500000 Penalty: 5493.780762
	Iteration 69Q: 3 clusters Score -7907930 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -7907914.500000 Penalty: 5493.780762
	Iteration 70Q: 3 clusters Score -7907914 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -7907936.500000 Penalty: 5493.780762
	Iteration 71Q: 3 clusters Score -7907936 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -7907965.500000 Penalty: 5493.780762
	Iteration 72Q: 3 clusters Score -7907966 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -7907972.500000 Penalty: 5493.780762
	Iteration 73Q: 3 clusters Score -7907972 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -7907979.000000 Penalty: 5493.780762
	Iteration 74Q: 3 clusters Score -7907979 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -7907983.000000 Penalty: 5493.780762
	Iteration 75Q: 3 clusters Score -7907983 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -7907970.000000 Penalty: 5493.780762
	Iteration 76Q: 3 clusters Score -7907970 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -7907961.000000 Penalty: 5493.780762
	Iteration 77Q: 3 clusters Score -7907961 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -7907953.500000 Penalty: 5493.780762
	Iteration 78Q: 3 clusters Score -7907954 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -7907980.500000 Penalty: 5493.780762
	Iteration 79Q: 3 clusters Score -7907980 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -7907973.000000 Penalty: 5493.780762
	Iteration 80F: 3 clusters Score -7907973 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -7907966.500000 Penalty: 5493.780762
	Iteration 81Q: 3 clusters Score -7907966 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -7907979.000000 Penalty: 5493.780762
	Iteration 82Q: 3 clusters Score -7907979 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -7907990.000000 Penalty: 5493.780762
	Iteration 83Q: 3 clusters Score -7907990 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -7907994.500000 Penalty: 5493.780762
	Iteration 84Q: 3 clusters Score -7907994 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -7907991.000000 Penalty: 5493.780762
	Iteration 85Q: 3 clusters Score -7907991 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -7908012.000000 Penalty: 5493.780762
	Iteration 86Q: 3 clusters Score -7908012 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -7908041.500000 Penalty: 5493.780762
	Iteration 87Q: 3 clusters Score -7908042 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -7908054.500000 Penalty: 5493.780762
	Iteration 88Q: 3 clusters Score -7908054 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -7908048.500000 Penalty: 5493.780762
	Iteration 89Q: 3 clusters Score -7908048 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -7908061.000000 Penalty: 5493.780762
	Iteration 90Q: 3 clusters Score -7908061 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -7908075.500000 Penalty: 5493.780762
	Iteration 91Q: 3 clusters Score -7908076 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -7908097.500000 Penalty: 5493.780762
	Iteration 92Q: 3 clusters Score -7908098 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -7908103.500000 Penalty: 5493.780762
	Iteration 93Q: 3 clusters Score -7908104 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -7908095.500000 Penalty: 5493.780762
	Iteration 94Q: 3 clusters Score -7908096 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -7908118.500000 Penalty: 5493.780762
	Iteration 95Q: 3 clusters Score -7908118 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -7908104.500000 Penalty: 5493.780762
	Iteration 96Q: 3 clusters Score -7908104 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -7908120.000000 Penalty: 5493.780762
	Iteration 97Q: 3 clusters Score -7908120 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -7908135.000000 Penalty: 5493.780762
	Iteration 98Q: 3 clusters Score -7908135 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -7908155.000000 Penalty: 5493.780762
	Iteration 99Q: 3 clusters Score -7908155 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -7908165.000000 Penalty: 5493.780762
	Iteration 100F: 3 clusters Score -7908165 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -7908187.500000 Penalty: 5493.780762
	Iteration 101Q: 3 clusters Score -7908188 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -7908206.000000 Penalty: 5493.780762
	Iteration 102Q: 3 clusters Score -7908206 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -7908192.000000 Penalty: 5493.780762
	Iteration 103Q: 3 clusters Score -7908192 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -7908239.000000 Penalty: 5493.780762
	Iteration 104Q: 3 clusters Score -7908239 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -7908244.500000 Penalty: 5493.780762
	Iteration 105Q: 3 clusters Score -7908244 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -7908271.000000 Penalty: 5493.780762
	Iteration 106Q: 3 clusters Score -7908271 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -7908307.500000 Penalty: 5493.780762
	Iteration 107Q: 3 clusters Score -7908308 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -7908317.500000 Penalty: 5493.780762
	Iteration 108Q: 3 clusters Score -7908318 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -7908326.500000 Penalty: 5493.780762
	Iteration 109Q: 3 clusters Score -7908326 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -7908353.500000 Penalty: 5493.780762
	Iteration 110Q: 3 clusters Score -7908354 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -7908401.500000 Penalty: 5493.780762
	Iteration 111Q: 3 clusters Score -7908402 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -7908405.500000 Penalty: 5493.780762
	Iteration 112Q: 3 clusters Score -7908406 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -7908437.500000 Penalty: 5493.780762
	Iteration 113Q: 3 clusters Score -7908438 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -7908463.000000 Penalty: 5493.780762
	Iteration 114Q: 3 clusters Score -7908463 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -7908477.000000 Penalty: 5493.780762
	Iteration 115Q: 3 clusters Score -7908477 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -7908527.500000 Penalty: 5493.780762
	Iteration 116Q: 3 clusters Score -7908528 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -7908572.500000 Penalty: 5493.780762
	Iteration 117Q: 3 clusters Score -7908572 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -7908632.000000 Penalty: 5493.780762
	Iteration 118Q: 3 clusters Score -7908632 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -7908689.500000 Penalty: 5493.780762
	Iteration 119Q: 3 clusters Score -7908690 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -7908726.000000 Penalty: 5493.780762
	Iteration 120F: 3 clusters Score -7908726 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -7908742.500000 Penalty: 5493.780762
	Iteration 121Q: 3 clusters Score -7908742 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -7908782.500000 Penalty: 5493.780762
	Iteration 122Q: 3 clusters Score -7908782 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -7908816.500000 Penalty: 5493.780762
	Iteration 123Q: 3 clusters Score -7908816 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -7908833.500000 Penalty: 5493.780762
	Iteration 124Q: 3 clusters Score -7908834 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -7908861.000000 Penalty: 5493.780762
	Iteration 125Q: 3 clusters Score -7908861 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7908864 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7908898 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -7908919.000000 Penalty: 5493.780762
	Iteration 128Q: 3 clusters Score -7908919 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -7908957.000000 Penalty: 5493.780762
	Iteration 129Q: 3 clusters Score -7908957 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7908967 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -7909002.500000 Penalty: 5493.780762
	Iteration 131Q: 3 clusters Score -7909002 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7909002 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7909035 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7909096 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 49085 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7909072 nChanged 171
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7909110 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -7909118.000000 Penalty: 5493.780762
	Iteration 137Q: 3 clusters Score -7909118 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -7909141.000000 Penalty: 5493.780762
	Iteration 138Q: 3 clusters Score -7909141 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -7909148.500000 Penalty: 5493.780762
	Iteration 139Q: 3 clusters Score -7909148 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -7909164.000000 Penalty: 5493.780762
	Iteration 140F: 3 clusters Score -7909164 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -7909159.500000 Penalty: 5493.780762
	Iteration 141Q: 3 clusters Score -7909160 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7909164 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -7909181.500000 Penalty: 5493.780762
	Iteration 143Q: 3 clusters Score -7909182 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7909211 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -7909197.500000 Penalty: 5493.780762
	Iteration 145Q: 3 clusters Score -7909198 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7909220 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
Score: -7909225.500000 Penalty: 5493.780762
	Iteration 147Q: 3 clusters Score -7909226 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 50806 members 
Entering Unmasked Estep 
Score: -7909249.000000 Penalty: 5493.780762
	Iteration 148Q: 3 clusters Score -7909249 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -7909239.500000 Penalty: 5493.780762
	Iteration 149Q: 3 clusters Score -7909240 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7909252 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -7909275.000000 Penalty: 5493.780762
	Iteration 151Q: 3 clusters Score -7909275 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7909278 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -7909280.500000 Penalty: 5493.780762
	Iteration 153Q: 3 clusters Score -7909280 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7909280 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -7909300 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 51442 members 
Entering Unmasked Estep 
Score: -7909306.000000 Penalty: 5493.780762
	Iteration 156Q: 3 clusters Score -7909306 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -7909317.000000 Penalty: 5493.780762
	Iteration 157Q: 3 clusters Score -7909317 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -7909306 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -7909308.500000 Penalty: 5493.780762
	Iteration 159Q: 3 clusters Score -7909308 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -7909315.000000 Penalty: 5493.780762
	Iteration 160F: 3 clusters Score -7909315 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7909319 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -7909308 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -7909318.500000 Penalty: 5493.780762
	Iteration 163Q: 3 clusters Score -7909318 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -7909326.000000 Penalty: 5493.780762
	Iteration 164Q: 3 clusters Score -7909326 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -7909322.000000 Penalty: 5493.780762
	Iteration 165Q: 3 clusters Score -7909322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -7909330.500000 Penalty: 5493.780762
	Iteration 166Q: 3 clusters Score -7909330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -7909327.500000 Penalty: 5493.780762
	Iteration 167Q: 3 clusters Score -7909328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 51932 members 
Entering Unmasked Estep 
Score: -7909324.500000 Penalty: 5493.780762
	Iteration 168Q: 3 clusters Score -7909324 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -7909330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -7909340.500000 Penalty: 5493.780762
	Iteration 170Q: 3 clusters Score -7909340 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -7909353.500000 Penalty: 5493.780762
	Iteration 171Q: 3 clusters Score -7909354 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -7909350.000000 Penalty: 5493.780762
	Iteration 172Q: 3 clusters Score -7909350 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -7909348.000000 Penalty: 5493.780762
	Iteration 173Q: 3 clusters Score -7909348 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 52160 members 
Entering Unmasked Estep 
Score: -7909359.500000 Penalty: 5493.780762
	Iteration 174Q: 3 clusters Score -7909360 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -7909347.000000 Penalty: 5493.780762
	Iteration 175Q: 3 clusters Score -7909347 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -7909357.500000 Penalty: 5493.780762
	Iteration 176Q: 3 clusters Score -7909358 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -7909369.000000 Penalty: 5493.780762
	Iteration 177Q: 3 clusters Score -7909369 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 52268 members 
Entering Unmasked Estep 
Score: -7909370.500000 Penalty: 5493.780762
	Iteration 178Q: 3 clusters Score -7909370 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -7909370 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 52302 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -7909360 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 52323 members 
Entering Unmasked Estep 
Score: -7909362.500000 Penalty: 5493.780762
	Iteration 181Q: 3 clusters Score -7909362 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -7909365.000000 Penalty: 5493.780762
	Iteration 182Q: 3 clusters Score -7909365 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 52354 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -7909366 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -7909373.000000 Penalty: 5493.780762
	Iteration 184Q: 3 clusters Score -7909373 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -7909375.000000 Penalty: 5493.780762
	Iteration 185Q: 3 clusters Score -7909375 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -7909361.500000 Penalty: 5493.780762
	Iteration 186Q: 3 clusters Score -7909362 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -7909366 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -7909373.500000 Penalty: 5493.780762
	Iteration 188Q: 3 clusters Score -7909374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -7909368.000000 Penalty: 5493.780762
	Iteration 189Q: 3 clusters Score -7909368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -7909376.500000 Penalty: 5493.780762
	Iteration 190Q: 3 clusters Score -7909376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -7909364.500000 Penalty: 5493.780762
	Iteration 191Q: 3 clusters Score -7909364 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -7909362.500000 Penalty: 5493.780762
	Iteration 192Q: 3 clusters Score -7909362 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -7909363.500000 Penalty: 5493.780762
	Iteration 193Q: 3 clusters Score -7909364 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -7909360.500000 Penalty: 5493.780762
	Iteration 194Q: 3 clusters Score -7909360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -7909358.500000 Penalty: 5493.780762
	Iteration 195Q: 3 clusters Score -7909358 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -7909358.500000 Penalty: 5493.780762
	Iteration 196Q: 3 clusters Score -7909358 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -7909355.500000 Penalty: 5493.780762
	Iteration 197Q: 3 clusters Score -7909356 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -7909366.000000 Penalty: 5493.780762
	Iteration 198Q: 3 clusters Score -7909366 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 52610 members 
Entering Unmasked Estep 
Score: -7909374.500000 Penalty: 5493.780762
	Iteration 199Q: 3 clusters Score -7909374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -7909364.000000 Penalty: 5493.780762
	Iteration 200F: 3 clusters Score -7909364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -7909362.000000 Penalty: 5493.780762
	Iteration 201Q: 3 clusters Score -7909362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 52671 members 
Entering Unmasked Estep 
Score: -7909352.000000 Penalty: 5493.780762
	Iteration 202Q: 3 clusters Score -7909352 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -7909360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 52727 members 
Entering Unmasked Estep 
Score: -7909364.500000 Penalty: 5493.780762
	Iteration 204Q: 3 clusters Score -7909364 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -7909382.000000 Penalty: 5493.780762
	Iteration 205Q: 3 clusters Score -7909382 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -7909394.500000 Penalty: 5493.780762
	Iteration 206Q: 3 clusters Score -7909394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 52819 members 
Entering Unmasked Estep 
Score: -7909387.000000 Penalty: 5493.780762
	Iteration 207Q: 3 clusters Score -7909387 nChanged 37
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Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -7909398.000000 Penalty: 5493.780762
	Iteration 208Q: 3 clusters Score -7909398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -7909393.500000 Penalty: 5493.780762
	Iteration 209Q: 3 clusters Score -7909394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -7909407.500000 Penalty: 5493.780762
	Iteration 210Q: 3 clusters Score -7909408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -7909407.000000 Penalty: 5493.780762
	Iteration 211Q: 3 clusters Score -7909407 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 52999 members 
Entering Unmasked Estep 
Score: -7909394.500000 Penalty: 5493.780762
	Iteration 212Q: 3 clusters Score -7909394 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -7909395.500000 Penalty: 5493.780762
	Iteration 213Q: 3 clusters Score -7909396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -7909389.000000 Penalty: 5493.780762
	Iteration 214Q: 3 clusters Score -7909389 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -7909405.500000 Penalty: 5493.780762
	Iteration 215Q: 3 clusters Score -7909406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -7909413.000000 Penalty: 5493.780762
	Iteration 216Q: 3 clusters Score -7909413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -7909408.500000 Penalty: 5493.780762
	Iteration 217Q: 3 clusters Score -7909408 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -7909402.500000 Penalty: 5493.780762
	Iteration 218Q: 3 clusters Score -7909402 nChanged 36
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Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -7909416.000000 Penalty: 5493.780762
	Iteration 219Q: 3 clusters Score -7909416 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
Score: -7909436.000000 Penalty: 5493.780762
	Iteration 220F: 3 clusters Score -7909436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
Score: -7909427.000000 Penalty: 5493.780762
	Iteration 221Q: 3 clusters Score -7909427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -7909433.000000 Penalty: 5493.780762
	Iteration 222Q: 3 clusters Score -7909433 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -7909415.000000 Penalty: 5493.780762
	Iteration 223Q: 3 clusters Score -7909415 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -7909416.500000 Penalty: 5493.780762
	Iteration 224Q: 3 clusters Score -7909416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -7909422.500000 Penalty: 5493.780762
	Iteration 225Q: 3 clusters Score -7909422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -7909423.500000 Penalty: 5493.780762
	Iteration 226Q: 3 clusters Score -7909424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -7909427.000000 Penalty: 5493.780762
	Iteration 227Q: 3 clusters Score -7909427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -7909425.500000 Penalty: 5493.780762
	Iteration 228Q: 3 clusters Score -7909426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -7909418.000000 Penalty: 5493.780762
	Iteration 229Q: 3 clusters Score -7909418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -7909417.500000 Penalty: 5493.780762
	Iteration 230Q: 3 clusters Score -7909418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -7909415.000000 Penalty: 5493.780762
	Iteration 231Q: 3 clusters Score -7909415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -7909411.500000 Penalty: 5493.780762
	Iteration 232Q: 3 clusters Score -7909412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 53617 members 
Entering Unmasked Estep 
Score: -7909414.000000 Penalty: 5493.780762
	Iteration 233Q: 3 clusters Score -7909414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -7909419.500000 Penalty: 5493.780762
	Iteration 234Q: 3 clusters Score -7909420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -7909423.000000 Penalty: 5493.780762
	Iteration 235Q: 3 clusters Score -7909423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -7909418.500000 Penalty: 5493.780762
	Iteration 236Q: 3 clusters Score -7909418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -7909421.000000 Penalty: 5493.780762
	Iteration 237Q: 3 clusters Score -7909421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -7909431.000000 Penalty: 5493.780762
	Iteration 238Q: 3 clusters Score -7909431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -7909422.500000 Penalty: 5493.780762
	Iteration 239Q: 3 clusters Score -7909422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -7909435.500000 Penalty: 5493.780762
	Iteration 240F: 3 clusters Score -7909436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -7909433.000000 Penalty: 5493.780762
	Iteration 241Q: 3 clusters Score -7909433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -7909426.500000 Penalty: 5493.780762
	Iteration 242Q: 3 clusters Score -7909426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 53746 members 
Entering Unmasked Estep 
Score: -7909422.500000 Penalty: 5493.780762
	Iteration 243Q: 3 clusters Score -7909422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -7909414.500000 Penalty: 5493.780762
	Iteration 244Q: 3 clusters Score -7909414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -7909418.500000 Penalty: 5493.780762
	Iteration 245Q: 3 clusters Score -7909418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -7909424.500000 Penalty: 5493.780762
	Iteration 246Q: 3 clusters Score -7909424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 53817 members 
Entering Unmasked Estep 
Score: -7909419.500000 Penalty: 5493.780762
	Iteration 247Q: 3 clusters Score -7909420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -7909418.500000 Penalty: 5493.780762
	Iteration 248Q: 3 clusters Score -7909418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -7909420.500000 Penalty: 5493.780762
	Iteration 249Q: 3 clusters Score -7909420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -7909424.000000 Penalty: 5493.780762
	Iteration 250Q: 3 clusters Score -7909424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -7909424.000000 Penalty: 5493.780762
	Iteration 251Q: 3 clusters Score -7909424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -7909433.500000 Penalty: 5493.780762
	Iteration 252Q: 3 clusters Score -7909434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -7909437.500000 Penalty: 5493.780762
	Iteration 253Q: 3 clusters Score -7909438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -7909430.500000 Penalty: 5493.780762
	Iteration 254Q: 3 clusters Score -7909430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -7909432.500000 Penalty: 5493.780762
	Iteration 255Q: 3 clusters Score -7909432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
Score: -7909437.000000 Penalty: 5493.780762
	Iteration 256Q: 3 clusters Score -7909437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 53978 members 
Entering Unmasked Estep 
Score: -7909430.000000 Penalty: 5493.780762
	Iteration 257Q: 3 clusters Score -7909430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 53994 members 
Entering Unmasked Estep 
Score: -7909430.000000 Penalty: 5493.780762
	Iteration 258Q: 3 clusters Score -7909430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -7909429.000000 Penalty: 5493.780762
	Iteration 259Q: 3 clusters Score -7909429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -7909423.500000 Penalty: 5493.780762
	Iteration 260F: 3 clusters Score -7909424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -7909432.500000 Penalty: 5493.780762
	Iteration 261Q: 3 clusters Score -7909432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -7909430.000000 Penalty: 5493.780762
	Iteration 262Q: 3 clusters Score -7909430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -7909431.500000 Penalty: 5493.780762
	Iteration 263Q: 3 clusters Score -7909432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -7909431.500000 Penalty: 5493.780762
	Iteration 264Q: 3 clusters Score -7909432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -7909418.500000 Penalty: 5493.780762
	Iteration 265Q: 3 clusters Score -7909418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -7909427.500000 Penalty: 5493.780762
	Iteration 266Q: 3 clusters Score -7909428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 54086 members 
Entering Unmasked Estep 
Score: -7909430.000000 Penalty: 5493.780762
	Iteration 267Q: 3 clusters Score -7909430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -7909436.500000 Penalty: 5493.780762
	Iteration 268Q: 3 clusters Score -7909436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 54107 members 
Entering Unmasked Estep 
Score: -7909431.500000 Penalty: 5493.780762
	Iteration 269Q: 3 clusters Score -7909432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -7909428.500000 Penalty: 5493.780762
	Iteration 270Q: 3 clusters Score -7909428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 54125 members 
Entering Unmasked Estep 
Score: -7909426.000000 Penalty: 5493.780762
	Iteration 271Q: 3 clusters Score -7909426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -7909427.500000 Penalty: 5493.780762
	Iteration 272Q: 3 clusters Score -7909428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -7909430.500000 Penalty: 5493.780762
	Iteration 273Q: 3 clusters Score -7909430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 54147 members 
Entering Unmasked Estep 
Score: -7909431.500000 Penalty: 5493.780762
	Iteration 274Q: 3 clusters Score -7909432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -7909430.000000 Penalty: 5493.780762
	Iteration 275Q: 3 clusters Score -7909430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -7909433.000000 Penalty: 5493.780762
	Iteration 276Q: 3 clusters Score -7909433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -7909431.500000 Penalty: 5493.780762
	Iteration 277Q: 3 clusters Score -7909432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 54168 members 
Entering Unmasked Estep 
Score: -7909437.500000 Penalty: 5493.780762
	Iteration 278Q: 3 clusters Score -7909438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -7909439.500000 Penalty: 5493.780762
	Iteration 279Q: 3 clusters Score -7909440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -7909429.000000 Penalty: 5493.780762
	Iteration 280F: 3 clusters Score -7909429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -7909421.500000 Penalty: 5493.780762
	Iteration 281Q: 3 clusters Score -7909422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -7909428.500000 Penalty: 5493.780762
	Iteration 282Q: 3 clusters Score -7909428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -7909426.000000 Penalty: 5493.780762
	Iteration 283Q: 3 clusters Score -7909426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -7909425.500000 Penalty: 5493.780762
	Iteration 284Q: 3 clusters Score -7909426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -7909433.000000 Penalty: 5493.780762
	Iteration 285Q: 3 clusters Score -7909433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -7909426.000000 Penalty: 5493.780762
	Iteration 286Q: 3 clusters Score -7909426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -7909425.500000 Penalty: 5493.780762
	Iteration 287Q: 3 clusters Score -7909426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -7909429.000000 Penalty: 5493.780762
	Iteration 288Q: 3 clusters Score -7909429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -7909426.500000 Penalty: 5493.780762
	Iteration 289Q: 3 clusters Score -7909426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -7909426.500000 Penalty: 5493.780762
	Iteration 290F: 3 clusters Score -7909426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -5625.593750 Penalty: 1089.823364
	Iteration 0F: 2 clusters Score -5625.594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 37 members 
Entering Unmasked Estep 
Score: -5107.068359 Penalty: 2179.646729
	Iteration 0F: 3 clusters Score -5107.068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Entering Unmasked Estep 
Score: -542984.437500 Penalty: 2093.197510
	Iteration 0F: 2 clusters Score -542984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -538768.437500 Penalty: 4186.395020
	Iteration 0F: 3 clusters Score -538768.4 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -539841.375000 Penalty: 4186.395020
	Iteration 1F: 3 clusters Score -539841.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -540043.375000 Penalty: 4186.395020
	Iteration 2F: 3 clusters Score -540043.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -540199.437500 Penalty: 4186.395020
	Iteration 3Q: 3 clusters Score -540199.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -540340.375000 Penalty: 4186.395020
	Iteration 4Q: 3 clusters Score -540340.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -540474.562500 Penalty: 4186.395020
	Iteration 5Q: 3 clusters Score -540474.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -540600.625000 Penalty: 4186.395020
	Iteration 6Q: 3 clusters Score -540600.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -540698.187500 Penalty: 4186.395020
	Iteration 7Q: 3 clusters Score -540698.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -540789.187500 Penalty: 4186.395020
	Iteration 8Q: 3 clusters Score -540789.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -540888.375000 Penalty: 4186.395020
	Iteration 9Q: 3 clusters Score -540888.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -540989.750000 Penalty: 4186.395020
	Iteration 10Q: 3 clusters Score -540989.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -541096.125000 Penalty: 4186.395020
	Iteration 11Q: 3 clusters Score -541096.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -541200.375000 Penalty: 4186.395020
	Iteration 12Q: 3 clusters Score -541200.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -541284.187500 Penalty: 4186.395020
	Iteration 13Q: 3 clusters Score -541284.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -541349.187500 Penalty: 4186.395020
	Iteration 14Q: 3 clusters Score -541349.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -541397.125000 Penalty: 4186.395020
	Iteration 15Q: 3 clusters Score -541397.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -541435.250000 Penalty: 4186.395020
	Iteration 16Q: 3 clusters Score -541435.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -541469.000000 Penalty: 4186.395020
	Iteration 17Q: 3 clusters Score -541469 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -541498.187500 Penalty: 4186.395020
	Iteration 18Q: 3 clusters Score -541498.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -541511.437500 Penalty: 4186.395020
	Iteration 19Q: 3 clusters Score -541511.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -541518.562500 Penalty: 4186.395020
	Iteration 20F: 3 clusters Score -541518.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -541523.812500 Penalty: 4186.395020
	Iteration 21Q: 3 clusters Score -541523.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -541526.687500 Penalty: 4186.395020
	Iteration 22Q: 3 clusters Score -541526.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -541531.375000 Penalty: 4186.395020
	Iteration 23Q: 3 clusters Score -541531.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -541533.125000 Penalty: 4186.395020
	Iteration 24Q: 3 clusters Score -541533.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -541533.937500 Penalty: 4186.395020
	Iteration 25Q: 3 clusters Score -541533.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -541535.875000 Penalty: 4186.395020
	Iteration 26Q: 3 clusters Score -541535.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -541536.562500 Penalty: 4186.395020
	Iteration 27Q: 3 clusters Score -541536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -541536.500000 Penalty: 4186.395020
	Iteration 28Q: 3 clusters Score -541536.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -541536.500000 Penalty: 4186.395020
	Iteration 29F: 3 clusters Score -541536.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -81457.390625 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -81457.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -79728.281250 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -79728.28 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80022.359375 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -80022.36 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -80146.343750 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -80146.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -80213.000000 Penalty: 3306.179199
	Iteration 3Q: 3 clusters Score -80213 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -80283.640625 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -80283.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -80367.765625 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -80367.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -80503.507812 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -80503.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -80690.289062 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -80690.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -80845.828125 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -80845.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -80923.218750 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -80923.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -80968.835938 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -80968.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -80988.984375 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -80988.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -80992.039062 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -80992.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -80994.375000 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -80994.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -80999.304688 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -80999.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -81006.664062 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -81006.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -81011.148438 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -81011.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -81018.421875 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -81018.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -81020.937500 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -81020.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -81024.968750 Penalty: 3306.179199
	Iteration 19Q: 3 clusters Score -81024.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -81027.976562 Penalty: 3306.179199
	Iteration 20F: 3 clusters Score -81027.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -81031.921875 Penalty: 3306.179199
	Iteration 21Q: 3 clusters Score -81031.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -81034.179688 Penalty: 3306.179199
	Iteration 22Q: 3 clusters Score -81034.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -81039.609375 Penalty: 3306.179199
	Iteration 23Q: 3 clusters Score -81039.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -81043.375000 Penalty: 3306.179199
	Iteration 24Q: 3 clusters Score -81043.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -81045.101562 Penalty: 3306.179199
	Iteration 25Q: 3 clusters Score -81045.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -81045.101562 Penalty: 3306.179199
	Iteration 26F: 3 clusters Score -81045.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -139476.812500 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -139476.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -137433.953125 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -137434 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -137744.640625 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -137744.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -137825.781250 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -137825.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -137864.578125 Penalty: 3492.540283
	Iteration 3Q: 3 clusters Score -137864.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -137915.078125 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -137915.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -137980.109375 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -137980.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -138041.031250 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -138041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -138081.953125 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -138082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -138114.890625 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -138114.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -138153.421875 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -138153.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -138189.359375 Penalty: 3492.540283
	Iteration 10Q: 3 clusters Score -138189.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -138210.796875 Penalty: 3492.540283
	Iteration 11Q: 3 clusters Score -138210.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -138228.062500 Penalty: 3492.540283
	Iteration 12Q: 3 clusters Score -138228.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -138239.000000 Penalty: 3492.540283
	Iteration 13Q: 3 clusters Score -138239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -138250.031250 Penalty: 3492.540283
	Iteration 14Q: 3 clusters Score -138250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -138258.187500 Penalty: 3492.540283
	Iteration 15Q: 3 clusters Score -138258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -138262.890625 Penalty: 3492.540283
	Iteration 16Q: 3 clusters Score -138262.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -138271.125000 Penalty: 3492.540283
	Iteration 17Q: 3 clusters Score -138271.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -138278.437500 Penalty: 3492.540283
	Iteration 18Q: 3 clusters Score -138278.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -138283.875000 Penalty: 3492.540283
	Iteration 19Q: 3 clusters Score -138283.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -138289.468750 Penalty: 3492.540283
	Iteration 20F: 3 clusters Score -138289.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -138295.140625 Penalty: 3492.540283
	Iteration 21Q: 3 clusters Score -138295.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -138296.921875 Penalty: 3492.540283
	Iteration 22Q: 3 clusters Score -138296.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -138299.312500 Penalty: 3492.540283
	Iteration 23Q: 3 clusters Score -138299.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -138304.031250 Penalty: 3492.540283
	Iteration 24Q: 3 clusters Score -138304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -138313.375000 Penalty: 3492.540283
	Iteration 25Q: 3 clusters Score -138313.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -138316.562500 Penalty: 3492.540283
	Iteration 26Q: 3 clusters Score -138316.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -138323.625000 Penalty: 3492.540283
	Iteration 27Q: 3 clusters Score -138323.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -138330.718750 Penalty: 3492.540283
	Iteration 28Q: 3 clusters Score -138330.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -138332.843750 Penalty: 3492.540283
	Iteration 29Q: 3 clusters Score -138332.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -138333.703125 Penalty: 3492.540283
	Iteration 30Q: 3 clusters Score -138333.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -138333.703125 Penalty: 3492.540283
	Iteration 31F: 3 clusters Score -138333.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (44739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Entering Unmasked Estep 
Score: -5556643.500000 Penalty: 2655.733154
	Iteration 0F: 2 clusters Score -5556644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -5526447.500000 Penalty: 5311.466309
	Iteration 0F: 3 clusters Score -5526448 nChanged 20538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -5537753.000000 Penalty: 5311.466309
	Iteration 1F: 3 clusters Score -5537753 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -5538433.500000 Penalty: 5311.466309
	Iteration 2Q: 3 clusters Score -5538434 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -5539177.500000 Penalty: 5311.466309
	Iteration 3Q: 3 clusters Score -5539178 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -5540083.000000 Penalty: 5311.466309
	Iteration 4Q: 3 clusters Score -5540083 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -5541459.500000 Penalty: 5311.466309
	Iteration 5F: 3 clusters Score -5541460 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -5543425.500000 Penalty: 5311.466309
	Iteration 6F: 3 clusters Score -5543426 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -5546181.000000 Penalty: 5311.466309
	Iteration 7F: 3 clusters Score -5546181 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -5549065.000000 Penalty: 5311.466309
	Iteration 8F: 3 clusters Score -5549065 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -5551377.000000 Penalty: 5311.466309
	Iteration 9F: 3 clusters Score -5551377 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5552905.500000 Penalty: 5311.466309
	Iteration 10Q: 3 clusters Score -5552906 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5553683.500000 Penalty: 5311.466309
	Iteration 11Q: 3 clusters Score -5553684 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5554051.000000 Penalty: 5311.466309
	Iteration 12Q: 3 clusters Score -5554051 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5554232.500000 Penalty: 5311.466309
	Iteration 13Q: 3 clusters Score -5554232 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5554316.000000 Penalty: 5311.466309
	Iteration 14Q: 3 clusters Score -5554316 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5554371.000000 Penalty: 5311.466309
	Iteration 15Q: 3 clusters Score -5554371 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5554414.500000 Penalty: 5311.466309
	Iteration 16Q: 3 clusters Score -5554414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5554437.000000 Penalty: 5311.466309
	Iteration 17Q: 3 clusters Score -5554437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5554468.500000 Penalty: 5311.466309
	Iteration 18Q: 3 clusters Score -5554468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5554487.000000 Penalty: 5311.466309
	Iteration 19Q: 3 clusters Score -5554487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5554514.000000 Penalty: 5311.466309
	Iteration 20F: 3 clusters Score -5554514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5554529.000000 Penalty: 5311.466309
	Iteration 21Q: 3 clusters Score -5554529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5554551.000000 Penalty: 5311.466309
	Iteration 22Q: 3 clusters Score -5554551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5554571.500000 Penalty: 5311.466309
	Iteration 23Q: 3 clusters Score -5554572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5554584.000000 Penalty: 5311.466309
	Iteration 24Q: 3 clusters Score -5554584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5554584.500000 Penalty: 5311.466309
	Iteration 25Q: 3 clusters Score -5554584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5554582.000000 Penalty: 5311.466309
	Iteration 26Q: 3 clusters Score -5554582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5554582.000000 Penalty: 5311.466309
	Iteration 27F: 3 clusters Score -5554582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -34066.539062 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -34066.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -32765.355469 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -32765.36 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33000.601562 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -33000.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33145.363281 Penalty: 2892.613770
	Iteration 2F: 3 clusters Score -33145.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33262.722656 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -33262.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33386.531250 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -33386.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33455.781250 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -33455.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33501.222656 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -33501.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33527.902344 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -33527.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33552.132812 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -33552.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33558.511719 Penalty: 2892.613770
	Iteration 9Q: 3 clusters Score -33558.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33564.660156 Penalty: 2892.613770
	Iteration 10Q: 3 clusters Score -33564.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33567.558594 Penalty: 2892.613770
	Iteration 11Q: 3 clusters Score -33567.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33570.535156 Penalty: 2892.613770
	Iteration 12Q: 3 clusters Score -33570.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33575.546875 Penalty: 2892.613770
	Iteration 13Q: 3 clusters Score -33575.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33586.945312 Penalty: 2892.613770
	Iteration 14Q: 3 clusters Score -33586.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -33586.945312 Penalty: 2892.613770
	Iteration 15F: 3 clusters Score -33586.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -69587.585938 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -69587.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67996.140625 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -67996.14 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -68251.375000 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -68251.38 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -68468.968750 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -68468.97 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -68663.726562 Penalty: 3200.998047
	Iteration 3F: 3 clusters Score -68663.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -69009.328125 Penalty: 3200.998047
	Iteration 4F: 3 clusters Score -69009.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -69235.171875 Penalty: 3200.998047
	Iteration 5F: 3 clusters Score -69235.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -69270.015625 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -69270.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -69289.171875 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -69289.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -69328.984375 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -69328.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -69358.421875 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -69358.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -69412.843750 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -69412.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -69447.226562 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -69447.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -69482.484375 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -69482.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -69512.546875 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -69512.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -69530.453125 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -69530.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -69559.226562 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -69559.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -69564.171875 Penalty: 3200.998047
	Iteration 16Q: 3 clusters Score -69564.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -69584.117188 Penalty: 3200.998047
	Iteration 17Q: 3 clusters Score -69584.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -69607.312500 Penalty: 3200.998047
	Iteration 18Q: 3 clusters Score -69607.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -69640.273438 Penalty: 3200.998047
	Iteration 19Q: 3 clusters Score -69640.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -69753.171875 Penalty: 3200.998047
	Iteration 20F: 3 clusters Score -69753.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -69963.593750 Penalty: 3200.998047
	Iteration 21Q: 3 clusters Score -69963.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69986.257812 Penalty: 3200.998047
	Iteration 22Q: 3 clusters Score -69986.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -69986.257812 Penalty: 3200.998047
	Iteration 23F: 3 clusters Score -69986.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57230 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240517 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159744 members 
Mstep: Class 12 contains 67993 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197528 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194624 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51190 members 
Mstep: Class 22 contains 64613 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44739 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 211 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Mstep: Class 35 contains 424 members 
Entering Unmasked Estep 
Score: -148074064.000000 Penalty: 121824.687500
Splitting cluster 29 changes total score from -148075696.000000 to -148074064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -204056.015625 Penalty: 1837.916138
	Iteration 0F: 2 clusters Score -204056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -201627.187500 Penalty: 3675.832275
	Iteration 0F: 3 clusters Score -201627.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -202026.015625 Penalty: 3675.832275
	Iteration 1F: 3 clusters Score -202026 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -202130.921875 Penalty: 3675.832275
	Iteration 2F: 3 clusters Score -202130.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -202172.687500 Penalty: 3675.832275
	Iteration 3Q: 3 clusters Score -202172.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -202210.812500 Penalty: 3675.832275
	Iteration 4Q: 3 clusters Score -202210.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -202238.609375 Penalty: 3675.832275
	Iteration 5Q: 3 clusters Score -202238.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -202255.703125 Penalty: 3675.832275
	Iteration 6Q: 3 clusters Score -202255.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -202270.171875 Penalty: 3675.832275
	Iteration 7Q: 3 clusters Score -202270.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -202280.156250 Penalty: 3675.832275
	Iteration 8Q: 3 clusters Score -202280.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -202287.578125 Penalty: 3675.832275
	Iteration 9Q: 3 clusters Score -202287.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -202294.328125 Penalty: 3675.832275
	Iteration 10Q: 3 clusters Score -202294.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -202299.703125 Penalty: 3675.832275
	Iteration 11Q: 3 clusters Score -202299.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -202304.859375 Penalty: 3675.832275
	Iteration 12Q: 3 clusters Score -202304.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -202306.734375 Penalty: 3675.832275
	Iteration 13Q: 3 clusters Score -202306.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -202306.828125 Penalty: 3675.832275
	Iteration 14Q: 3 clusters Score -202306.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -202306.828125 Penalty: 3675.832275
	Iteration 15F: 3 clusters Score -202306.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -57570.035156 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -57570.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56012.925781 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -56012.93 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56180.753906 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -56180.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56244.929688 Penalty: 3086.397705
	Iteration 2F: 3 clusters Score -56244.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56268.281250 Penalty: 3086.397705
	Iteration 3Q: 3 clusters Score -56268.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56283.496094 Penalty: 3086.397705
	Iteration 4Q: 3 clusters Score -56283.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56285.863281 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -56285.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56287.269531 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -56287.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56290.609375 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -56290.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56291.441406 Penalty: 3086.397705
	Iteration 8Q: 3 clusters Score -56291.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56293.917969 Penalty: 3086.397705
	Iteration 9Q: 3 clusters Score -56293.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56293.917969 Penalty: 3086.397705
	Iteration 10F: 3 clusters Score -56293.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -11169.950195 Penalty: 1203.303467
	Iteration 0F: 2 clusters Score -11169.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -10282.863281 Penalty: 2406.606934
	Iteration 0F: 3 clusters Score -10282.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10319.136719 Penalty: 2406.606934
	Iteration 1Q: 3 clusters Score -10319.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10319.136719 Penalty: 2406.606934
	Iteration 2F: 3 clusters Score -10319.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -217527.890625 Penalty: 1853.743408
	Iteration 0F: 2 clusters Score -217527.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -215029.265625 Penalty: 3707.486816
	Iteration 0F: 3 clusters Score -215029.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -215446.078125 Penalty: 3707.486816
	Iteration 1F: 3 clusters Score -215446.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -215559.046875 Penalty: 3707.486816
	Iteration 2F: 3 clusters Score -215559 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -215610.671875 Penalty: 3707.486816
	Iteration 3Q: 3 clusters Score -215610.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -215641.312500 Penalty: 3707.486816
	Iteration 4Q: 3 clusters Score -215641.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -215662.875000 Penalty: 3707.486816
	Iteration 5Q: 3 clusters Score -215662.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -215678.078125 Penalty: 3707.486816
	Iteration 6Q: 3 clusters Score -215678.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -215689.859375 Penalty: 3707.486816
	Iteration 7Q: 3 clusters Score -215689.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -215697.078125 Penalty: 3707.486816
	Iteration 8Q: 3 clusters Score -215697.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -215701.750000 Penalty: 3707.486816
	Iteration 9Q: 3 clusters Score -215701.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -215704.453125 Penalty: 3707.486816
	Iteration 10Q: 3 clusters Score -215704.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -215707.781250 Penalty: 3707.486816
	Iteration 11Q: 3 clusters Score -215707.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -215713.406250 Penalty: 3707.486816
	Iteration 12Q: 3 clusters Score -215713.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -215717.453125 Penalty: 3707.486816
	Iteration 13Q: 3 clusters Score -215717.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -215721.781250 Penalty: 3707.486816
	Iteration 14Q: 3 clusters Score -215721.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -215726.531250 Penalty: 3707.486816
	Iteration 15Q: 3 clusters Score -215726.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -215728.296875 Penalty: 3707.486816
	Iteration 16Q: 3 clusters Score -215728.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -215730.171875 Penalty: 3707.486816
	Iteration 17Q: 3 clusters Score -215730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -215730.781250 Penalty: 3707.486816
	Iteration 18Q: 3 clusters Score -215730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -215732.062500 Penalty: 3707.486816
	Iteration 19Q: 3 clusters Score -215732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -215733.546875 Penalty: 3707.486816
	Iteration 20F: 3 clusters Score -215733.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -215737.203125 Penalty: 3707.486816
	Iteration 21Q: 3 clusters Score -215737.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -215739.718750 Penalty: 3707.486816
	Iteration 22Q: 3 clusters Score -215739.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -215742.453125 Penalty: 3707.486816
	Iteration 23Q: 3 clusters Score -215742.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -215744.593750 Penalty: 3707.486816
	Iteration 24Q: 3 clusters Score -215744.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -215745.437500 Penalty: 3707.486816
	Iteration 25Q: 3 clusters Score -215745.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -215745.437500 Penalty: 3707.486816
	Iteration 26F: 3 clusters Score -215745.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -42872.222656 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -42872.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41463.328125 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -41463.33 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -41713.660156 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -41713.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41801.773438 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -41801.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41878.179688 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -41878.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -41960.648438 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -41960.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42041.148438 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -42041.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -42066.792969 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -42066.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42098.617188 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -42098.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -42118.390625 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -42118.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42126.792969 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -42126.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42135.253906 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -42135.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42140.941406 Penalty: 3044.312744
	Iteration 11Q: 3 clusters Score -42140.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42143.902344 Penalty: 3044.312744
	Iteration 12Q: 3 clusters Score -42143.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42144.371094 Penalty: 3044.312744
	Iteration 13F: 3 clusters Score -42144.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -42154.921875 Penalty: 3044.312744
	Iteration 14Q: 3 clusters Score -42154.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42157.015625 Penalty: 3044.312744
	Iteration 15Q: 3 clusters Score -42157.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42157.015625 Penalty: 3044.312744
	Iteration 16F: 3 clusters Score -42157.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57230 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240517 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159744 members 
Mstep: Class 12 contains 67993 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197528 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194624 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51190 members 
Mstep: Class 22 contains 64613 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44739 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075792.000000 Penalty: 118343.976562
Iteration 319Q: 35 clusters Score -1.480758e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57233 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240504 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159729 members 
Mstep: Class 12 contains 67998 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197533 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194636 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51195 members 
Mstep: Class 22 contains 64613 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44737 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075840.000000 Penalty: 118343.976562
Iteration 320F: 35 clusters Score -1.480758e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57235 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240495 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159717 members 
Mstep: Class 12 contains 67999 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197542 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194643 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51198 members 
Mstep: Class 22 contains 64613 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44736 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075776.000000 Penalty: 118343.976562
Iteration 321Q: 35 clusters Score -1.480758e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57235 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240504 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159708 members 
Mstep: Class 12 contains 67999 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197549 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194639 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51195 members 
Mstep: Class 22 contains 64613 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44736 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075888.000000 Penalty: 118343.976562
Iteration 322Q: 35 clusters Score -1.480759e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57236 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240512 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159696 members 
Mstep: Class 12 contains 67997 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197554 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194638 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51195 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44735 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075888.000000 Penalty: 118343.976562
Iteration 323Q: 35 clusters Score -1.480759e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57239 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240512 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159687 members 
Mstep: Class 12 contains 67997 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197567 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194631 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51197 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44733 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075984.000000 Penalty: 118343.976562
Iteration 324Q: 35 clusters Score -1.48076e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57240 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240506 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159679 members 
Mstep: Class 12 contains 67996 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197581 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194627 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51197 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44737 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075984.000000 Penalty: 118343.976562
Iteration 325Q: 35 clusters Score -1.48076e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 57244 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240512 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159673 members 
Mstep: Class 12 contains 67997 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197596 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194610 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51195 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44735 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075920.000000 Penalty: 118343.976562
Iteration 326Q: 35 clusters Score -1.480759e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 57247 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240511 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159665 members 
Mstep: Class 12 contains 67997 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197613 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194599 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51193 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44736 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075920.000000 Penalty: 118343.976562
Iteration 327Q: 35 clusters Score -1.480759e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 57249 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240510 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159657 members 
Mstep: Class 12 contains 68000 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197626 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194590 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51193 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44737 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075968.000000 Penalty: 118343.976562
Iteration 328Q: 35 clusters Score -1.48076e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 57249 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24362 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240502 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159656 members 
Mstep: Class 12 contains 67999 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197637 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194589 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51193 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44737 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075920.000000 Penalty: 118343.976562
Iteration 329Q: 35 clusters Score -1.480759e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 57251 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240498 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159654 members 
Mstep: Class 12 contains 68001 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197639 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194585 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51195 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44740 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075952.000000 Penalty: 118343.976562
Iteration 330Q: 35 clusters Score -1.48076e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 57251 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240487 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159652 members 
Mstep: Class 12 contains 68000 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197640 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194594 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51195 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44742 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075920.000000 Penalty: 118343.976562
Iteration 331Q: 35 clusters Score -1.480759e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 57253 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240477 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159645 members 
Mstep: Class 12 contains 67999 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197643 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194605 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51197 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44741 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075872.000000 Penalty: 118343.976562
Iteration 332Q: 35 clusters Score -1.480759e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 57255 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240464 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159642 members 
Mstep: Class 12 contains 67999 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197647 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194612 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51198 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44743 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075824.000000 Penalty: 118343.976562
Iteration 333Q: 35 clusters Score -1.480758e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 57256 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240458 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159637 members 
Mstep: Class 12 contains 68000 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197647 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194619 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51197 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44746 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075808.000000 Penalty: 118343.976562
Iteration 334Q: 35 clusters Score -1.480758e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57257 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240452 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159632 members 
Mstep: Class 12 contains 68001 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197644 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194629 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51196 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44748 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075760.000000 Penalty: 118343.976562
Iteration 335Q: 35 clusters Score -1.480758e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57256 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240447 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159623 members 
Mstep: Class 12 contains 68000 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197647 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194641 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51196 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44749 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075712.000000 Penalty: 118343.976562
Iteration 336Q: 35 clusters Score -1.480757e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57257 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240447 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159611 members 
Mstep: Class 12 contains 68000 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197646 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194657 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51196 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44745 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075680.000000 Penalty: 118343.976562
Iteration 337Q: 35 clusters Score -1.480757e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57256 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240449 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159607 members 
Mstep: Class 12 contains 68001 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197647 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194657 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51195 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44747 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075792.000000 Penalty: 118343.976562
Iteration 338Q: 35 clusters Score -1.480758e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57257 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240446 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159600 members 
Mstep: Class 12 contains 68003 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197650 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194661 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51194 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44748 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075808.000000 Penalty: 118343.976562
Iteration 339Q: 35 clusters Score -1.480758e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57256 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240443 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159599 members 
Mstep: Class 12 contains 68004 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197651 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194665 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51193 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44748 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075840.000000 Penalty: 118343.976562
Iteration 340F: 35 clusters Score -1.480758e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57256 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240442 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159594 members 
Mstep: Class 12 contains 68004 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197651 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194670 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51194 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44748 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075808.000000 Penalty: 118343.976562
Iteration 341Q: 35 clusters Score -1.480758e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57256 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240441 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159591 members 
Mstep: Class 12 contains 68004 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197650 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194674 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51195 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44748 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075824.000000 Penalty: 118343.976562
Iteration 342Q: 35 clusters Score -1.480758e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57256 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240441 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159591 members 
Mstep: Class 12 contains 68005 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4327 members 
Mstep: Class 15 contains 197649 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194675 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51196 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44745 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075792.000000 Penalty: 118343.976562
Iteration 343Q: 35 clusters Score -1.480758e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57256 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240439 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159588 members 
Mstep: Class 12 contains 68004 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197648 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194683 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51196 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44743 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075792.000000 Penalty: 118343.976562
Iteration 344Q: 35 clusters Score -1.480758e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57257 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240433 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159583 members 
Mstep: Class 12 contains 68004 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197647 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194696 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51198 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44739 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075824.000000 Penalty: 118343.976562
Iteration 345Q: 35 clusters Score -1.480758e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57257 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240436 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159578 members 
Mstep: Class 12 contains 68004 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197646 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194701 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51197 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44738 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075760.000000 Penalty: 118343.976562
Iteration 346Q: 35 clusters Score -1.480758e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57258 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240436 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159574 members 
Mstep: Class 12 contains 68003 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197646 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194706 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51196 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44738 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075744.000000 Penalty: 118343.976562
Iteration 347Q: 35 clusters Score -1.480757e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57258 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240429 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159572 members 
Mstep: Class 12 contains 68003 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197645 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194719 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51196 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44735 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075792.000000 Penalty: 118343.976562
Iteration 348Q: 35 clusters Score -1.480758e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57258 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240424 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159569 members 
Mstep: Class 12 contains 68005 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197641 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194733 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51197 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44730 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075776.000000 Penalty: 118343.976562
Iteration 349Q: 35 clusters Score -1.480758e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57258 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240418 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159565 members 
Mstep: Class 12 contains 68005 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197641 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194743 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51199 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44728 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075760.000000 Penalty: 118343.976562
Iteration 350Q: 35 clusters Score -1.480758e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57258 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240411 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159558 members 
Mstep: Class 12 contains 68008 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197640 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194753 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51202 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44727 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075792.000000 Penalty: 118343.976562
Iteration 351Q: 35 clusters Score -1.480758e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57258 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240404 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159559 members 
Mstep: Class 12 contains 68008 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197638 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194761 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51202 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44727 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075728.000000 Penalty: 118343.976562
Iteration 352Q: 35 clusters Score -1.480757e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57258 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240406 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159553 members 
Mstep: Class 12 contains 68008 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197634 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194770 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51201 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44727 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075760.000000 Penalty: 118343.976562
Iteration 353Q: 35 clusters Score -1.480758e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57258 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240398 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159551 members 
Mstep: Class 12 contains 68008 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197635 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194779 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51201 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44727 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075760.000000 Penalty: 118343.976562
Iteration 354Q: 35 clusters Score -1.480758e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240387 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159549 members 
Mstep: Class 12 contains 68009 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197636 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194789 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51201 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44727 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075808.000000 Penalty: 118343.976562
Iteration 355Q: 35 clusters Score -1.480758e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240381 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159546 members 
Mstep: Class 12 contains 68010 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197636 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194797 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51200 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44728 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075808.000000 Penalty: 118343.976562
Iteration 356Q: 35 clusters Score -1.480758e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240378 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159546 members 
Mstep: Class 12 contains 68010 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197636 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194800 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51200 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44728 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075792.000000 Penalty: 118343.976562
Iteration 357Q: 35 clusters Score -1.480758e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240374 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159544 members 
Mstep: Class 12 contains 68011 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197636 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194805 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51200 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44728 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075760.000000 Penalty: 118343.976562
Iteration 358Q: 35 clusters Score -1.480758e+08 nChanged 14
Entering ConstructFrom: 
Score: -148075760.000000 Penalty: 118343.976562
Entering ConstructFrom: 
Trying to split cluster 1 (43475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Entering Unmasked Estep 
Score: -5202838.500000 Penalty: 2648.625488
	Iteration 0F: 2 clusters Score -5202838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -5173532.000000 Penalty: 5297.250977
	Iteration 0F: 3 clusters Score -5173532 nChanged 19986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -5184641.500000 Penalty: 5297.250977
	Iteration 1F: 3 clusters Score -5184642 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -5185675.000000 Penalty: 5297.250977
	Iteration 2Q: 3 clusters Score -5185675 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -5187070.500000 Penalty: 5297.250977
	Iteration 3F: 3 clusters Score -5187070 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -5188969.000000 Penalty: 5297.250977
	Iteration 4F: 3 clusters Score -5188969 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -5191093.000000 Penalty: 5297.250977
	Iteration 5F: 3 clusters Score -5191093 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -5193344.000000 Penalty: 5297.250977
	Iteration 6F: 3 clusters Score -5193344 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -5195377.500000 Penalty: 5297.250977
	Iteration 7F: 3 clusters Score -5195378 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -5196831.000000 Penalty: 5297.250977
	Iteration 8Q: 3 clusters Score -5196831 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -5197907.000000 Penalty: 5297.250977
	Iteration 9Q: 3 clusters Score -5197907 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -5198818.500000 Penalty: 5297.250977
	Iteration 10Q: 3 clusters Score -5198818 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -5199441.500000 Penalty: 5297.250977
	Iteration 11Q: 3 clusters Score -5199442 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -5199845.500000 Penalty: 5297.250977
	Iteration 12Q: 3 clusters Score -5199846 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -5200094.500000 Penalty: 5297.250977
	Iteration 13Q: 3 clusters Score -5200094 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -5200249.000000 Penalty: 5297.250977
	Iteration 14Q: 3 clusters Score -5200249 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -5200345.500000 Penalty: 5297.250977
	Iteration 15Q: 3 clusters Score -5200346 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -5200421.000000 Penalty: 5297.250977
	Iteration 16Q: 3 clusters Score -5200421 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -5200479.500000 Penalty: 5297.250977
	Iteration 17Q: 3 clusters Score -5200480 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -5200512.000000 Penalty: 5297.250977
	Iteration 18Q: 3 clusters Score -5200512 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -5200538.000000 Penalty: 5297.250977
	Iteration 19Q: 3 clusters Score -5200538 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -5200557.000000 Penalty: 5297.250977
	Iteration 20F: 3 clusters Score -5200557 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -5200588.500000 Penalty: 5297.250977
	Iteration 21Q: 3 clusters Score -5200588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -5200590.000000 Penalty: 5297.250977
	Iteration 22Q: 3 clusters Score -5200590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -5200593.500000 Penalty: 5297.250977
	Iteration 23Q: 3 clusters Score -5200594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -5200596.000000 Penalty: 5297.250977
	Iteration 24Q: 3 clusters Score -5200596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -5200585.000000 Penalty: 5297.250977
	Iteration 25Q: 3 clusters Score -5200585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -5200594.500000 Penalty: 5297.250977
	Iteration 26Q: 3 clusters Score -5200594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -5200593.000000 Penalty: 5297.250977
	Iteration 27Q: 3 clusters Score -5200593 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -5200595.500000 Penalty: 5297.250977
	Iteration 28Q: 3 clusters Score -5200596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -5200604.500000 Penalty: 5297.250977
	Iteration 29Q: 3 clusters Score -5200604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -5200604.500000 Penalty: 5297.250977
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5200601 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -5200609.500000 Penalty: 5297.250977
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -5200607.000000 Penalty: 5297.250977
	Iteration 33Q: 3 clusters Score -5200607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5200599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5200600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -5200603.500000 Penalty: 5297.250977
	Iteration 36Q: 3 clusters Score -5200604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5200604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -5200609.000000 Penalty: 5297.250977
	Iteration 38Q: 3 clusters Score -5200609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5200610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -5200607.000000 Penalty: 5297.250977
	Iteration 40F: 3 clusters Score -5200607 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -5200612.500000 Penalty: 5297.250977
	Iteration 41Q: 3 clusters Score -5200612 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -5200631.000000 Penalty: 5297.250977
	Iteration 42Q: 3 clusters Score -5200631 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5200630 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5200650 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -5200671.000000 Penalty: 5297.250977
	Iteration 45Q: 3 clusters Score -5200671 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5200684 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -5200703.000000 Penalty: 5297.250977
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5200714 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -5200734.500000 Penalty: 5297.250977
	Iteration 49Q: 3 clusters Score -5200734 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5200770 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -5200819.500000 Penalty: 5297.250977
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -5200863.500000 Penalty: 5297.250977
	Iteration 53Q: 3 clusters Score -5200864 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -5200881.000000 Penalty: 5297.250977
	Iteration 54Q: 3 clusters Score -5200881 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5200899 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -5201018.000000 Penalty: 5297.250977
	Iteration 58Q: 3 clusters Score -5201018 nChanged 138
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Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -5201051.000000 Penalty: 5297.250977
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Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5201077 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -5201142.000000 Penalty: 5297.250977
	Iteration 61Q: 3 clusters Score -5201142 nChanged 119
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Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -5201195.500000 Penalty: 5297.250977
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -5201226.000000 Penalty: 5297.250977
	Iteration 63Q: 3 clusters Score -5201226 nChanged 76
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Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5201250 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5201297 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5201307 nChanged 33
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Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5201320 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -5201340.500000 Penalty: 5297.250977
	Iteration 70Q: 3 clusters Score -5201340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -5201354.500000 Penalty: 5297.250977
	Iteration 71Q: 3 clusters Score -5201354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5201354 nChanged 30
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Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5201365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -5201386.500000 Penalty: 5297.250977
	Iteration 74Q: 3 clusters Score -5201386 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -5201391.000000 Penalty: 5297.250977
	Iteration 75Q: 3 clusters Score -5201391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -5201409.500000 Penalty: 5297.250977
	Iteration 76Q: 3 clusters Score -5201410 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -5201419.500000 Penalty: 5297.250977
	Iteration 77Q: 3 clusters Score -5201420 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -5201426.000000 Penalty: 5297.250977
	Iteration 78Q: 3 clusters Score -5201426 nChanged 25
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Mstep: Class 1 contains 1537 members 
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Entering Unmasked Estep 
Score: -5201444.000000 Penalty: 5297.250977
	Iteration 79Q: 3 clusters Score -5201444 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -5201452.000000 Penalty: 5297.250977
	Iteration 80F: 3 clusters Score -5201452 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1503 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5201459 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5201461 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5201475 nChanged 16
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Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -5201474.500000 Penalty: 5297.250977
	Iteration 84Q: 3 clusters Score -5201474 nChanged 14
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Mstep: Class 1 contains 1435 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5201470 nChanged 9
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Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5201490 nChanged 9
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Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -5201486.500000 Penalty: 5297.250977
	Iteration 87Q: 3 clusters Score -5201486 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5201488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -5201491.000000 Penalty: 5297.250977
	Iteration 89Q: 3 clusters Score -5201491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -5201493.500000 Penalty: 5297.250977
	Iteration 90Q: 3 clusters Score -5201494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -5201507.500000 Penalty: 5297.250977
	Iteration 91Q: 3 clusters Score -5201508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -5201505.500000 Penalty: 5297.250977
	Iteration 92Q: 3 clusters Score -5201506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -5201503.500000 Penalty: 5297.250977
	Iteration 93Q: 3 clusters Score -5201504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -5201514.500000 Penalty: 5297.250977
	Iteration 94Q: 3 clusters Score -5201514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -5201521.500000 Penalty: 5297.250977
	Iteration 95Q: 3 clusters Score -5201522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -5201520.500000 Penalty: 5297.250977
	Iteration 96Q: 3 clusters Score -5201520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -5201531.500000 Penalty: 5297.250977
	Iteration 97Q: 3 clusters Score -5201532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -5201535.500000 Penalty: 5297.250977
	Iteration 98Q: 3 clusters Score -5201536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5201536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -5201546.500000 Penalty: 5297.250977
	Iteration 100F: 3 clusters Score -5201546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -5201543.000000 Penalty: 5297.250977
	Iteration 101Q: 3 clusters Score -5201543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -5201556.500000 Penalty: 5297.250977
	Iteration 102Q: 3 clusters Score -5201556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -5201552.500000 Penalty: 5297.250977
	Iteration 103Q: 3 clusters Score -5201552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -5201550.500000 Penalty: 5297.250977
	Iteration 104Q: 3 clusters Score -5201550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -5201570.000000 Penalty: 5297.250977
	Iteration 105Q: 3 clusters Score -5201570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -5201577.500000 Penalty: 5297.250977
	Iteration 106Q: 3 clusters Score -5201578 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -5201588.000000 Penalty: 5297.250977
	Iteration 107Q: 3 clusters Score -5201588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -5201597.500000 Penalty: 5297.250977
	Iteration 108Q: 3 clusters Score -5201598 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -5201606.000000 Penalty: 5297.250977
	Iteration 109Q: 3 clusters Score -5201606 nChanged 14
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Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -5201616.500000 Penalty: 5297.250977
	Iteration 110Q: 3 clusters Score -5201616 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -5201612.000000 Penalty: 5297.250977
	Iteration 111Q: 3 clusters Score -5201612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -5201618.000000 Penalty: 5297.250977
	Iteration 112Q: 3 clusters Score -5201618 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -5201625.500000 Penalty: 5297.250977
	Iteration 113Q: 3 clusters Score -5201626 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -5201625.000000 Penalty: 5297.250977
	Iteration 114Q: 3 clusters Score -5201625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -5201620.500000 Penalty: 5297.250977
	Iteration 115Q: 3 clusters Score -5201620 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -5201627.000000 Penalty: 5297.250977
	Iteration 116Q: 3 clusters Score -5201627 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -5201624.000000 Penalty: 5297.250977
	Iteration 117Q: 3 clusters Score -5201624 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -5201623.000000 Penalty: 5297.250977
	Iteration 118Q: 3 clusters Score -5201623 nChanged 3
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Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5201627 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -5201630.500000 Penalty: 5297.250977
	Iteration 120F: 3 clusters Score -5201630 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -5201628.500000 Penalty: 5297.250977
	Iteration 121Q: 3 clusters Score -5201628 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1046 members 
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Entering Unmasked Estep 
Score: -5201633.000000 Penalty: 5297.250977
	Iteration 122Q: 3 clusters Score -5201633 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -5201639.500000 Penalty: 5297.250977
	Iteration 123Q: 3 clusters Score -5201640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -5201633.500000 Penalty: 5297.250977
	Iteration 124Q: 3 clusters Score -5201634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -5201637.000000 Penalty: 5297.250977
	Iteration 125Q: 3 clusters Score -5201637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -5201636.000000 Penalty: 5297.250977
	Iteration 126Q: 3 clusters Score -5201636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -5201638.000000 Penalty: 5297.250977
	Iteration 127Q: 3 clusters Score -5201638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -5201640.000000 Penalty: 5297.250977
	Iteration 128Q: 3 clusters Score -5201640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -5201644.000000 Penalty: 5297.250977
	Iteration 129Q: 3 clusters Score -5201644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -5201641.000000 Penalty: 5297.250977
	Iteration 130Q: 3 clusters Score -5201641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -5201648.500000 Penalty: 5297.250977
	Iteration 131Q: 3 clusters Score -5201648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -5201649.000000 Penalty: 5297.250977
	Iteration 132Q: 3 clusters Score -5201649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -5201643.500000 Penalty: 5297.250977
	Iteration 133Q: 3 clusters Score -5201644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -5201643.500000 Penalty: 5297.250977
	Iteration 134F: 3 clusters Score -5201644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (57259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57259 members 
Entering Unmasked Estep 
Score: -7031394.500000 Penalty: 2716.924316
	Iteration 0F: 2 clusters Score -7031394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -6992820.000000 Penalty: 5433.848633
	Iteration 0F: 3 clusters Score -6992820 nChanged 26617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -7007563.500000 Penalty: 5433.848633
	Iteration 1F: 3 clusters Score -7007564 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -7008049.000000 Penalty: 5433.848633
	Iteration 2Q: 3 clusters Score -7008049 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -7008543.000000 Penalty: 5433.848633
	Iteration 3Q: 3 clusters Score -7008543 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -7009089.000000 Penalty: 5433.848633
	Iteration 4Q: 3 clusters Score -7009089 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -7009832.500000 Penalty: 5433.848633
	Iteration 5Q: 3 clusters Score -7009832 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -7011065.000000 Penalty: 5433.848633
	Iteration 6Q: 3 clusters Score -7011065 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -7013150.500000 Penalty: 5433.848633
	Iteration 7F: 3 clusters Score -7013150 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -7016407.000000 Penalty: 5433.848633
	Iteration 8F: 3 clusters Score -7016407 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -7020738.000000 Penalty: 5433.848633
	Iteration 9F: 3 clusters Score -7020738 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -7024948.500000 Penalty: 5433.848633
	Iteration 10F: 3 clusters Score -7024948 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7027416.000000 Penalty: 5433.848633
	Iteration 11Q: 3 clusters Score -7027416 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7028400.000000 Penalty: 5433.848633
	Iteration 12Q: 3 clusters Score -7028400 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7028725.000000 Penalty: 5433.848633
	Iteration 13Q: 3 clusters Score -7028725 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7028847.500000 Penalty: 5433.848633
	Iteration 14Q: 3 clusters Score -7028848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7028887.500000 Penalty: 5433.848633
	Iteration 15Q: 3 clusters Score -7028888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57078 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -7028932.500000 Penalty: 5433.848633
	Iteration 16Q: 3 clusters Score -7028932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57083 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -7028951.500000 Penalty: 5433.848633
	Iteration 17Q: 3 clusters Score -7028952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57085 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -7028964.500000 Penalty: 5433.848633
	Iteration 18Q: 3 clusters Score -7028964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57089 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -7028977.000000 Penalty: 5433.848633
	Iteration 19Q: 3 clusters Score -7028977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7028989.500000 Penalty: 5433.848633
	Iteration 20F: 3 clusters Score -7028990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -7028998.000000 Penalty: 5433.848633
	Iteration 21Q: 3 clusters Score -7028998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7028999.500000 Penalty: 5433.848633
	Iteration 22Q: 3 clusters Score -7029000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -7028999.500000 Penalty: 5433.848633
	Iteration 23F: 3 clusters Score -7029000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Entering Unmasked Estep 
Score: -750469.562500 Penalty: 2196.946045
	Iteration 0F: 2 clusters Score -750469.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -744789.187500 Penalty: 4393.892090
	Iteration 0F: 3 clusters Score -744789.2 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -746639.062500 Penalty: 4393.892090
	Iteration 1F: 3 clusters Score -746639.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -747447.312500 Penalty: 4393.892090
	Iteration 2F: 3 clusters Score -747447.3 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -748437.937500 Penalty: 4393.892090
	Iteration 3F: 3 clusters Score -748437.9 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -749401.500000 Penalty: 4393.892090
	Iteration 4F: 3 clusters Score -749401.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -749949.187500 Penalty: 4393.892090
	Iteration 5F: 3 clusters Score -749949.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -750228.562500 Penalty: 4393.892090
	Iteration 6Q: 3 clusters Score -750228.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -750444.375000 Penalty: 4393.892090
	Iteration 7Q: 3 clusters Score -750444.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -750631.000000 Penalty: 4393.892090
	Iteration 8Q: 3 clusters Score -750631 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -750773.562500 Penalty: 4393.892090
	Iteration 9Q: 3 clusters Score -750773.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -750888.375000 Penalty: 4393.892090
	Iteration 10Q: 3 clusters Score -750888.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -750977.187500 Penalty: 4393.892090
	Iteration 11Q: 3 clusters Score -750977.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -751030.375000 Penalty: 4393.892090
	Iteration 12Q: 3 clusters Score -751030.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -751078.000000 Penalty: 4393.892090
	Iteration 13Q: 3 clusters Score -751078 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -751112.750000 Penalty: 4393.892090
	Iteration 14Q: 3 clusters Score -751112.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -751153.312500 Penalty: 4393.892090
	Iteration 15Q: 3 clusters Score -751153.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -751187.687500 Penalty: 4393.892090
	Iteration 16Q: 3 clusters Score -751187.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -751226.562500 Penalty: 4393.892090
	Iteration 17Q: 3 clusters Score -751226.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -751276.125000 Penalty: 4393.892090
	Iteration 18Q: 3 clusters Score -751276.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -751319.687500 Penalty: 4393.892090
	Iteration 19Q: 3 clusters Score -751319.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -751356.562500 Penalty: 4393.892090
	Iteration 20F: 3 clusters Score -751356.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -751397.375000 Penalty: 4393.892090
	Iteration 21Q: 3 clusters Score -751397.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -751439.437500 Penalty: 4393.892090
	Iteration 22Q: 3 clusters Score -751439.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -751482.625000 Penalty: 4393.892090
	Iteration 23Q: 3 clusters Score -751482.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -751522.187500 Penalty: 4393.892090
	Iteration 24Q: 3 clusters Score -751522.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -751566.562500 Penalty: 4393.892090
	Iteration 25Q: 3 clusters Score -751566.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -751618.062500 Penalty: 4393.892090
	Iteration 26Q: 3 clusters Score -751618.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -751672.250000 Penalty: 4393.892090
	Iteration 27Q: 3 clusters Score -751672.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -751739.937500 Penalty: 4393.892090
	Iteration 28Q: 3 clusters Score -751739.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -751777.812500 Penalty: 4393.892090
	Iteration 29Q: 3 clusters Score -751777.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -751790.750000 Penalty: 4393.892090
	Iteration 30Q: 3 clusters Score -751790.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -751795.375000 Penalty: 4393.892090
	Iteration 31Q: 3 clusters Score -751795.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -751795.375000 Penalty: 4393.892090
	Iteration 32Q: 3 clusters Score -751795.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -751797.687500 Penalty: 4393.892090
	Iteration 33Q: 3 clusters Score -751797.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -751801.562500 Penalty: 4393.892090
	Iteration 34Q: 3 clusters Score -751801.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -751802.375000 Penalty: 4393.892090
	Iteration 35Q: 3 clusters Score -751802.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -751803.687500 Penalty: 4393.892090
	Iteration 36Q: 3 clusters Score -751803.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -751804.437500 Penalty: 4393.892090
	Iteration 37Q: 3 clusters Score -751804.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -751806.625000 Penalty: 4393.892090
	Iteration 38Q: 3 clusters Score -751806.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -751809.812500 Penalty: 4393.892090
	Iteration 39Q: 3 clusters Score -751809.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -751809.687500 Penalty: 4393.892090
	Iteration 40F: 3 clusters Score -751809.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -751809.750000 Penalty: 4393.892090
	Iteration 41Q: 3 clusters Score -751809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -751809.750000 Penalty: 4393.892090
	Iteration 42F: 3 clusters Score -751809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 1906 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240370 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159543 members 
Mstep: Class 12 contains 68012 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197637 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194808 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51200 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44728 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Mstep: Class 35 contains 5129 members 
Entering Unmasked Estep 
Score: -148075696.000000 Penalty: 121824.687500
Splitting cluster 3 changes total score from -148075760.000000 to -148075696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (24361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Entering Unmasked Estep 
Score: -2883984.750000 Penalty: 2504.983154
	Iteration 0F: 2 clusters Score -2883985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2867213.750000 Penalty: 5009.966309
	Iteration 0F: 3 clusters Score -2867214 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2873148.750000 Penalty: 5009.966309
	Iteration 1F: 3 clusters Score -2873149 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2873775.500000 Penalty: 5009.966309
	Iteration 2F: 3 clusters Score -2873776 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2874475.250000 Penalty: 5009.966309
	Iteration 3F: 3 clusters Score -2874475 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2875316.000000 Penalty: 5009.966309
	Iteration 4F: 3 clusters Score -2875316 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2876346.750000 Penalty: 5009.966309
	Iteration 5F: 3 clusters Score -2876347 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2877475.000000 Penalty: 5009.966309
	Iteration 6F: 3 clusters Score -2877475 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2878635.250000 Penalty: 5009.966309
	Iteration 7F: 3 clusters Score -2878635 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -2879638.750000 Penalty: 5009.966309
	Iteration 8F: 3 clusters Score -2879639 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2880530.500000 Penalty: 5009.966309
	Iteration 9Q: 3 clusters Score -2880530 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2881198.000000 Penalty: 5009.966309
	Iteration 10Q: 3 clusters Score -2881198 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2881614.250000 Penalty: 5009.966309
	Iteration 11Q: 3 clusters Score -2881614 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2881868.250000 Penalty: 5009.966309
	Iteration 12Q: 3 clusters Score -2881868 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2882006.250000 Penalty: 5009.966309
	Iteration 13Q: 3 clusters Score -2882006 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2882100.750000 Penalty: 5009.966309
	Iteration 14Q: 3 clusters Score -2882101 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2882166.250000 Penalty: 5009.966309
	Iteration 15Q: 3 clusters Score -2882166 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2882206.250000 Penalty: 5009.966309
	Iteration 16Q: 3 clusters Score -2882206 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -2882244.250000 Penalty: 5009.966309
	Iteration 17Q: 3 clusters Score -2882244 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2882270.250000 Penalty: 5009.966309
	Iteration 18Q: 3 clusters Score -2882270 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2882301.250000 Penalty: 5009.966309
	Iteration 19Q: 3 clusters Score -2882301 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2882325.500000 Penalty: 5009.966309
	Iteration 20F: 3 clusters Score -2882326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2882340.500000 Penalty: 5009.966309
	Iteration 21Q: 3 clusters Score -2882340 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2882367.750000 Penalty: 5009.966309
	Iteration 22Q: 3 clusters Score -2882368 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2882393.750000 Penalty: 5009.966309
	Iteration 23Q: 3 clusters Score -2882394 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2882411.250000 Penalty: 5009.966309
	Iteration 24Q: 3 clusters Score -2882411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2882429.250000 Penalty: 5009.966309
	Iteration 25Q: 3 clusters Score -2882429 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2882446.500000 Penalty: 5009.966309
	Iteration 26Q: 3 clusters Score -2882446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2882461.000000 Penalty: 5009.966309
	Iteration 27Q: 3 clusters Score -2882461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2882476.000000 Penalty: 5009.966309
	Iteration 28Q: 3 clusters Score -2882476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2882488.500000 Penalty: 5009.966309
	Iteration 29Q: 3 clusters Score -2882488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2882503.250000 Penalty: 5009.966309
	Iteration 30Q: 3 clusters Score -2882503 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2882520.500000 Penalty: 5009.966309
	Iteration 31Q: 3 clusters Score -2882520 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2882529.000000 Penalty: 5009.966309
	Iteration 32Q: 3 clusters Score -2882529 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2882527.750000 Penalty: 5009.966309
	Iteration 33Q: 3 clusters Score -2882528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2882547.500000 Penalty: 5009.966309
	Iteration 34Q: 3 clusters Score -2882548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2882560.250000 Penalty: 5009.966309
	Iteration 35Q: 3 clusters Score -2882560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2882565.250000 Penalty: 5009.966309
	Iteration 36Q: 3 clusters Score -2882565 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2882576.000000 Penalty: 5009.966309
	Iteration 37Q: 3 clusters Score -2882576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2882579.000000 Penalty: 5009.966309
	Iteration 38Q: 3 clusters Score -2882579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2882587.000000 Penalty: 5009.966309
	Iteration 39Q: 3 clusters Score -2882587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2882592.500000 Penalty: 5009.966309
	Iteration 40F: 3 clusters Score -2882592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2882598.000000 Penalty: 5009.966309
	Iteration 41Q: 3 clusters Score -2882598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2882604.500000 Penalty: 5009.966309
	Iteration 42Q: 3 clusters Score -2882604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2882602.250000 Penalty: 5009.966309
	Iteration 43Q: 3 clusters Score -2882602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2882606.500000 Penalty: 5009.966309
	Iteration 44Q: 3 clusters Score -2882606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2882618.250000 Penalty: 5009.966309
	Iteration 45Q: 3 clusters Score -2882618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2882622.250000 Penalty: 5009.966309
	Iteration 46Q: 3 clusters Score -2882622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2882629.750000 Penalty: 5009.966309
	Iteration 47Q: 3 clusters Score -2882630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2882635.250000 Penalty: 5009.966309
	Iteration 48Q: 3 clusters Score -2882635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2882633.500000 Penalty: 5009.966309
	Iteration 49Q: 3 clusters Score -2882634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2882646.500000 Penalty: 5009.966309
	Iteration 50Q: 3 clusters Score -2882646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2882658.000000 Penalty: 5009.966309
	Iteration 51Q: 3 clusters Score -2882658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2882656.750000 Penalty: 5009.966309
	Iteration 52Q: 3 clusters Score -2882657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2882664.000000 Penalty: 5009.966309
	Iteration 53Q: 3 clusters Score -2882664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2882665.750000 Penalty: 5009.966309
	Iteration 54Q: 3 clusters Score -2882666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2882667.250000 Penalty: 5009.966309
	Iteration 55Q: 3 clusters Score -2882667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2882668.000000 Penalty: 5009.966309
	Iteration 56Q: 3 clusters Score -2882668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2882669.250000 Penalty: 5009.966309
	Iteration 57Q: 3 clusters Score -2882669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2882671.750000 Penalty: 5009.966309
	Iteration 58Q: 3 clusters Score -2882672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2882672.000000 Penalty: 5009.966309
	Iteration 59Q: 3 clusters Score -2882672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2882679.250000 Penalty: 5009.966309
	Iteration 60F: 3 clusters Score -2882679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2882677.500000 Penalty: 5009.966309
	Iteration 61Q: 3 clusters Score -2882678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2882680.500000 Penalty: 5009.966309
	Iteration 62Q: 3 clusters Score -2882680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2882682.000000 Penalty: 5009.966309
	Iteration 63Q: 3 clusters Score -2882682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2882684.250000 Penalty: 5009.966309
	Iteration 64Q: 3 clusters Score -2882684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2882684.250000 Penalty: 5009.966309
	Iteration 65F: 3 clusters Score -2882684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Entering Unmasked Estep 
Score: -1487524.750000 Penalty: 2339.047363
	Iteration 0F: 2 clusters Score -1487525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1478309.125000 Penalty: 4678.094727
	Iteration 0F: 3 clusters Score -1478309 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1481042.250000 Penalty: 4678.094727
	Iteration 1F: 3 clusters Score -1481042 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1481402.875000 Penalty: 4678.094727
	Iteration 2F: 3 clusters Score -1481403 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1481674.375000 Penalty: 4678.094727
	Iteration 3F: 3 clusters Score -1481674 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1481943.875000 Penalty: 4678.094727
	Iteration 4Q: 3 clusters Score -1481944 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1482261.625000 Penalty: 4678.094727
	Iteration 5Q: 3 clusters Score -1482262 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1482683.125000 Penalty: 4678.094727
	Iteration 6F: 3 clusters Score -1482683 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1483199.750000 Penalty: 4678.094727
	Iteration 7F: 3 clusters Score -1483200 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1483778.375000 Penalty: 4678.094727
	Iteration 8F: 3 clusters Score -1483778 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1484368.500000 Penalty: 4678.094727
	Iteration 9F: 3 clusters Score -1484368 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1484800.125000 Penalty: 4678.094727
	Iteration 10Q: 3 clusters Score -1484800 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1485101.625000 Penalty: 4678.094727
	Iteration 11Q: 3 clusters Score -1485102 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1485280.250000 Penalty: 4678.094727
	Iteration 12Q: 3 clusters Score -1485280 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1485401.875000 Penalty: 4678.094727
	Iteration 13Q: 3 clusters Score -1485402 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1485482.375000 Penalty: 4678.094727
	Iteration 14Q: 3 clusters Score -1485482 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1485541.250000 Penalty: 4678.094727
	Iteration 15Q: 3 clusters Score -1485541 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1485593.375000 Penalty: 4678.094727
	Iteration 16Q: 3 clusters Score -1485593 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1485620.500000 Penalty: 4678.094727
	Iteration 17Q: 3 clusters Score -1485620 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1485645.125000 Penalty: 4678.094727
	Iteration 18Q: 3 clusters Score -1485645 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1485662.875000 Penalty: 4678.094727
	Iteration 19Q: 3 clusters Score -1485663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1485681.500000 Penalty: 4678.094727
	Iteration 20F: 3 clusters Score -1485682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1485698.875000 Penalty: 4678.094727
	Iteration 21Q: 3 clusters Score -1485699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1485713.250000 Penalty: 4678.094727
	Iteration 22Q: 3 clusters Score -1485713 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1485721.750000 Penalty: 4678.094727
	Iteration 23Q: 3 clusters Score -1485722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1485722.750000 Penalty: 4678.094727
	Iteration 24Q: 3 clusters Score -1485723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1485727.875000 Penalty: 4678.094727
	Iteration 25Q: 3 clusters Score -1485728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1485733.375000 Penalty: 4678.094727
	Iteration 26Q: 3 clusters Score -1485733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1485739.250000 Penalty: 4678.094727
	Iteration 27Q: 3 clusters Score -1485739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1485743.625000 Penalty: 4678.094727
	Iteration 28Q: 3 clusters Score -1485744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1485747.875000 Penalty: 4678.094727
	Iteration 29Q: 3 clusters Score -1485748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1485750.250000 Penalty: 4678.094727
	Iteration 30Q: 3 clusters Score -1485750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1485757.000000 Penalty: 4678.094727
	Iteration 31Q: 3 clusters Score -1485757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1485755.750000 Penalty: 4678.094727
	Iteration 32Q: 3 clusters Score -1485756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1485761.500000 Penalty: 4678.094727
	Iteration 33Q: 3 clusters Score -1485762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1485764.250000 Penalty: 4678.094727
	Iteration 34Q: 3 clusters Score -1485764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1485767.000000 Penalty: 4678.094727
	Iteration 35Q: 3 clusters Score -1485767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1485763.500000 Penalty: 4678.094727
	Iteration 36Q: 3 clusters Score -1485764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1485767.125000 Penalty: 4678.094727
	Iteration 37Q: 3 clusters Score -1485767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1485774.000000 Penalty: 4678.094727
	Iteration 38Q: 3 clusters Score -1485774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1485779.375000 Penalty: 4678.094727
	Iteration 39Q: 3 clusters Score -1485779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1485779.875000 Penalty: 4678.094727
	Iteration 40F: 3 clusters Score -1485780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1485784.250000 Penalty: 4678.094727
	Iteration 41Q: 3 clusters Score -1485784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1485785.750000 Penalty: 4678.094727
	Iteration 42Q: 3 clusters Score -1485786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1485785.000000 Penalty: 4678.094727
	Iteration 43Q: 3 clusters Score -1485785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1485785.250000 Penalty: 4678.094727
	Iteration 44Q: 3 clusters Score -1485785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1485786.375000 Penalty: 4678.094727
	Iteration 45Q: 3 clusters Score -1485786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1485788.375000 Penalty: 4678.094727
	Iteration 46Q: 3 clusters Score -1485788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1485790.625000 Penalty: 4678.094727
	Iteration 47Q: 3 clusters Score -1485791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1485790.250000 Penalty: 4678.094727
	Iteration 48Q: 3 clusters Score -1485790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1485789.875000 Penalty: 4678.094727
	Iteration 49Q: 3 clusters Score -1485790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1485791.000000 Penalty: 4678.094727
	Iteration 50Q: 3 clusters Score -1485791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1485791.000000 Penalty: 4678.094727
	Iteration 51F: 3 clusters Score -1485791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (240370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240370 members 
Entering Unmasked Estep 
Score: -29509698.000000 Penalty: 3072.703857
	Iteration 0F: 2 clusters Score -2.95097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119813 members 
Mstep: Class 2 contains 120557 members 
Entering Unmasked Estep 
Score: -29351274.000000 Penalty: 6145.407715
	Iteration 0F: 3 clusters Score -2.935127e+07 nChanged 115936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113349 members 
Mstep: Class 2 contains 127021 members 
Entering Unmasked Estep 
Score: -29418792.000000 Penalty: 6145.407715
	Iteration 1F: 3 clusters Score -2.941879e+07 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109197 members 
Mstep: Class 2 contains 131173 members 
Entering Unmasked Estep 
Score: -29420288.000000 Penalty: 6145.407715
	Iteration 2Q: 3 clusters Score -2.942029e+07 nChanged 7887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102504 members 
Mstep: Class 2 contains 137866 members 
Entering Unmasked Estep 
Score: -29422848.000000 Penalty: 6145.407715
	Iteration 3Q: 3 clusters Score -2.942285e+07 nChanged 10870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92156 members 
Mstep: Class 2 contains 148214 members 
Entering Unmasked Estep 
Score: -29427176.000000 Penalty: 6145.407715
	Iteration 4Q: 3 clusters Score -2.942718e+07 nChanged 15486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76840 members 
Mstep: Class 2 contains 163530 members 
Entering Unmasked Estep 
Score: -29436226.000000 Penalty: 6145.407715
	Iteration 5F: 3 clusters Score -2.943623e+07 nChanged 20973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 184455 members 
Entering Unmasked Estep 
Score: -29452980.000000 Penalty: 6145.407715
	Iteration 6F: 3 clusters Score -2.945298e+07 nChanged 23813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 208260 members 
Entering Unmasked Estep 
Score: -29475574.000000 Penalty: 6145.407715
	Iteration 7F: 3 clusters Score -2.947557e+07 nChanged 19143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 227403 members 
Entering Unmasked Estep 
Score: -29494538.000000 Penalty: 6145.407715
	Iteration 8F: 3 clusters Score -2.949454e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 236815 members 
Entering Unmasked Estep 
Score: -29503540.000000 Penalty: 6145.407715
	Iteration 9Q: 3 clusters Score -2.950354e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 239575 members 
Entering Unmasked Estep 
Score: -29506102.000000 Penalty: 6145.407715
	Iteration 10Q: 3 clusters Score -2.95061e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 240105 members 
Entering Unmasked Estep 
Score: -29506634.000000 Penalty: 6145.407715
	Iteration 11Q: 3 clusters Score -2.950663e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 240193 members 
Entering Unmasked Estep 
Score: -29506742.000000 Penalty: 6145.407715
	Iteration 12Q: 3 clusters Score -2.950674e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 240215 members 
Entering Unmasked Estep 
Score: -29506830.000000 Penalty: 6145.407715
	Iteration 13Q: 3 clusters Score -2.950683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 240218 members 
Entering Unmasked Estep 
Score: -29506858.000000 Penalty: 6145.407715
	Iteration 14Q: 3 clusters Score -2.950686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 240217 members 
Entering Unmasked Estep 
Score: -29506892.000000 Penalty: 6145.407715
	Iteration 15Q: 3 clusters Score -2.950689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 240219 members 
Entering Unmasked Estep 
Score: -29506912.000000 Penalty: 6145.407715
	Iteration 16Q: 3 clusters Score -2.950691e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 240222 members 
Entering Unmasked Estep 
Score: -29506922.000000 Penalty: 6145.407715
	Iteration 17Q: 3 clusters Score -2.950692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 240223 members 
Entering Unmasked Estep 
Score: -29506940.000000 Penalty: 6145.407715
	Iteration 18Q: 3 clusters Score -2.950694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 240223 members 
Entering Unmasked Estep 
Score: -29506940.000000 Penalty: 6145.407715
	Iteration 19F: 3 clusters Score -2.950694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Entering Unmasked Estep 
Score: -462026.812500 Penalty: 2059.882568
	Iteration 0F: 2 clusters Score -462026.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -458065.625000 Penalty: 4119.765137
	Iteration 0F: 3 clusters Score -458065.6 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -459014.031250 Penalty: 4119.765137
	Iteration 1F: 3 clusters Score -459014 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -459238.500000 Penalty: 4119.765137
	Iteration 2F: 3 clusters Score -459238.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -459396.562500 Penalty: 4119.765137
	Iteration 3F: 3 clusters Score -459396.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -459507.593750 Penalty: 4119.765137
	Iteration 4Q: 3 clusters Score -459507.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -459634.500000 Penalty: 4119.765137
	Iteration 5Q: 3 clusters Score -459634.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -459727.656250 Penalty: 4119.765137
	Iteration 6Q: 3 clusters Score -459727.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -459800.343750 Penalty: 4119.765137
	Iteration 7Q: 3 clusters Score -459800.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -459871.656250 Penalty: 4119.765137
	Iteration 8Q: 3 clusters Score -459871.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -459947.781250 Penalty: 4119.765137
	Iteration 9Q: 3 clusters Score -459947.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -460030.312500 Penalty: 4119.765137
	Iteration 10Q: 3 clusters Score -460030.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -460118.375000 Penalty: 4119.765137
	Iteration 11Q: 3 clusters Score -460118.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -460205.218750 Penalty: 4119.765137
	Iteration 12Q: 3 clusters Score -460205.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -460313.687500 Penalty: 4119.765137
	Iteration 13Q: 3 clusters Score -460313.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -460448.593750 Penalty: 4119.765137
	Iteration 14Q: 3 clusters Score -460448.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -460624.093750 Penalty: 4119.765137
	Iteration 15Q: 3 clusters Score -460624.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -460845.093750 Penalty: 4119.765137
	Iteration 16Q: 3 clusters Score -460845.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -461072.156250 Penalty: 4119.765137
	Iteration 17Q: 3 clusters Score -461072.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -461249.312500 Penalty: 4119.765137
	Iteration 18Q: 3 clusters Score -461249.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -461431.406250 Penalty: 4119.765137
	Iteration 19Q: 3 clusters Score -461431.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -461592.375000 Penalty: 4119.765137
	Iteration 20F: 3 clusters Score -461592.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -461774.812500 Penalty: 4119.765137
	Iteration 21Q: 3 clusters Score -461774.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -462022.531250 Penalty: 4119.765137
	Iteration 22Q: 3 clusters Score -462022.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -462244.781250 Penalty: 4119.765137
	Iteration 23Q: 3 clusters Score -462244.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -462411.125000 Penalty: 4119.765137
	Iteration 24Q: 3 clusters Score -462411.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -462519.093750 Penalty: 4119.765137
	Iteration 25Q: 3 clusters Score -462519.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -462569.531250 Penalty: 4119.765137
	Iteration 26Q: 3 clusters Score -462569.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -462577.687500 Penalty: 4119.765137
	Iteration 27Q: 3 clusters Score -462577.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -462577.812500 Penalty: 4119.765137
	Iteration 28Q: 3 clusters Score -462577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -462577.312500 Penalty: 4119.765137
	Iteration 29Q: 3 clusters Score -462577.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -462578.343750 Penalty: 4119.765137
	Iteration 30Q: 3 clusters Score -462578.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -462578.343750 Penalty: 4119.765137
	Iteration 31F: 3 clusters Score -462578.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240370 members 
Mstep: Class 7 contains 1832 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159543 members 
Mstep: Class 12 contains 68012 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197637 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194808 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51200 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44728 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Mstep: Class 35 contains 2216 members 
Entering Unmasked Estep 
Score: -148074640.000000 Penalty: 121824.687500
Splitting cluster 7 changes total score from -148075760.000000 to -148074640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Entering Unmasked Estep 
Score: -790538.125000 Penalty: 2183.361084
	Iteration 0F: 2 clusters Score -790538.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -785019.125000 Penalty: 4366.722168
	Iteration 0F: 3 clusters Score -785019.1 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -786500.562500 Penalty: 4366.722168
	Iteration 1F: 3 clusters Score -786500.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -786825.625000 Penalty: 4366.722168
	Iteration 2F: 3 clusters Score -786825.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -787067.125000 Penalty: 4366.722168
	Iteration 3F: 3 clusters Score -787067.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -787344.437500 Penalty: 4366.722168
	Iteration 4F: 3 clusters Score -787344.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -787644.187500 Penalty: 4366.722168
	Iteration 5F: 3 clusters Score -787644.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -787987.625000 Penalty: 4366.722168
	Iteration 6F: 3 clusters Score -787987.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -788303.312500 Penalty: 4366.722168
	Iteration 7F: 3 clusters Score -788303.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -788548.937500 Penalty: 4366.722168
	Iteration 8Q: 3 clusters Score -788548.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -788743.312500 Penalty: 4366.722168
	Iteration 9Q: 3 clusters Score -788743.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -788875.062500 Penalty: 4366.722168
	Iteration 10Q: 3 clusters Score -788875.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -788936.625000 Penalty: 4366.722168
	Iteration 11Q: 3 clusters Score -788936.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -788974.750000 Penalty: 4366.722168
	Iteration 12Q: 3 clusters Score -788974.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -789006.125000 Penalty: 4366.722168
	Iteration 13Q: 3 clusters Score -789006.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -789024.062500 Penalty: 4366.722168
	Iteration 14Q: 3 clusters Score -789024.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -789039.125000 Penalty: 4366.722168
	Iteration 15Q: 3 clusters Score -789039.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -789051.687500 Penalty: 4366.722168
	Iteration 16Q: 3 clusters Score -789051.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -789055.625000 Penalty: 4366.722168
	Iteration 17Q: 3 clusters Score -789055.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -789057.625000 Penalty: 4366.722168
	Iteration 18Q: 3 clusters Score -789057.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -789062.500000 Penalty: 4366.722168
	Iteration 19Q: 3 clusters Score -789062.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -789063.062500 Penalty: 4366.722168
	Iteration 20F: 3 clusters Score -789063.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -789068.062500 Penalty: 4366.722168
	Iteration 21Q: 3 clusters Score -789068.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -789069.375000 Penalty: 4366.722168
	Iteration 22Q: 3 clusters Score -789069.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -789070.375000 Penalty: 4366.722168
	Iteration 23Q: 3 clusters Score -789070.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -789072.187500 Penalty: 4366.722168
	Iteration 24Q: 3 clusters Score -789072.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -789072.687500 Penalty: 4366.722168
	Iteration 25Q: 3 clusters Score -789072.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -789074.750000 Penalty: 4366.722168
	Iteration 26Q: 3 clusters Score -789074.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -789074.437500 Penalty: 4366.722168
	Iteration 27Q: 3 clusters Score -789074.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -789076.875000 Penalty: 4366.722168
	Iteration 28Q: 3 clusters Score -789076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -789077.500000 Penalty: 4366.722168
	Iteration 29Q: 3 clusters Score -789077.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -789077.375000 Penalty: 4366.722168
	Iteration 30Q: 3 clusters Score -789077.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -789077.250000 Penalty: 4366.722168
	Iteration 31Q: 3 clusters Score -789077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -789076.500000 Penalty: 4366.722168
	Iteration 32Q: 3 clusters Score -789076.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -789079.187500 Penalty: 4366.722168
	Iteration 33Q: 3 clusters Score -789079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -789078.062500 Penalty: 4366.722168
	Iteration 34Q: 3 clusters Score -789078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -789079.187500 Penalty: 4366.722168
	Iteration 35Q: 3 clusters Score -789079.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -789080.062500 Penalty: 4366.722168
	Iteration 36Q: 3 clusters Score -789080.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -789078.937500 Penalty: 4366.722168
	Iteration 37Q: 3 clusters Score -789078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -789080.500000 Penalty: 4366.722168
	Iteration 38Q: 3 clusters Score -789080.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -789080.750000 Penalty: 4366.722168
	Iteration 39Q: 3 clusters Score -789080.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -789082.000000 Penalty: 4366.722168
	Iteration 40F: 3 clusters Score -789082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -789083.500000 Penalty: 4366.722168
	Iteration 41Q: 3 clusters Score -789083.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -789081.312500 Penalty: 4366.722168
	Iteration 42Q: 3 clusters Score -789081.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -789082.125000 Penalty: 4366.722168
	Iteration 43Q: 3 clusters Score -789082.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -789082.125000 Penalty: 4366.722168
	Iteration 44F: 3 clusters Score -789082.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -82466.289062 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -82466.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -80730.851562 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -80730.85 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -80998.437500 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -80998.44 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81090.992188 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -81090.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -81147.031250 Penalty: 3306.810547
	Iteration 3Q: 3 clusters Score -81147.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81189.953125 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -81189.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -81244.703125 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -81244.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -81322.890625 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -81322.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -81414.218750 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -81414.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -81518.304688 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -81518.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -81668.359375 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -81668.36 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -81888.812500 Penalty: 3306.810547
	Iteration 10F: 3 clusters Score -81888.81 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -82215.562500 Penalty: 3306.810547
	Iteration 11F: 3 clusters Score -82215.56 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -82654.078125 Penalty: 3306.810547
	Iteration 12F: 3 clusters Score -82654.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -82944.960938 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -82944.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83361.750000 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -83361.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83802.070312 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -83802.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83802.070312 Penalty: 3306.810547
	Iteration 16F: 3 clusters Score -83802.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240370 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 350 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159543 members 
Mstep: Class 12 contains 68012 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197637 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194808 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51200 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44728 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Mstep: Class 35 contains 436 members 
Entering Unmasked Estep 
Score: -148075024.000000 Penalty: 121824.687500
Splitting cluster 9 changes total score from -148075760.000000 to -148075024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -573896.375000 Penalty: 2112.511719
	Iteration 0F: 2 clusters Score -573896.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -569343.125000 Penalty: 4225.023438
	Iteration 0F: 3 clusters Score -569343.1 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -570485.750000 Penalty: 4225.023438
	Iteration 1F: 3 clusters Score -570485.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -570749.062500 Penalty: 4225.023438
	Iteration 2F: 3 clusters Score -570749.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -570942.687500 Penalty: 4225.023438
	Iteration 3F: 3 clusters Score -570942.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -571099.500000 Penalty: 4225.023438
	Iteration 4Q: 3 clusters Score -571099.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -571226.062500 Penalty: 4225.023438
	Iteration 5Q: 3 clusters Score -571226.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -571326.500000 Penalty: 4225.023438
	Iteration 6Q: 3 clusters Score -571326.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -571427.250000 Penalty: 4225.023438
	Iteration 7Q: 3 clusters Score -571427.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -571532.062500 Penalty: 4225.023438
	Iteration 8Q: 3 clusters Score -571532.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -571623.250000 Penalty: 4225.023438
	Iteration 9Q: 3 clusters Score -571623.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -571706.812500 Penalty: 4225.023438
	Iteration 10Q: 3 clusters Score -571706.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -571806.125000 Penalty: 4225.023438
	Iteration 11Q: 3 clusters Score -571806.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -571917.687500 Penalty: 4225.023438
	Iteration 12Q: 3 clusters Score -571917.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -572038.312500 Penalty: 4225.023438
	Iteration 13Q: 3 clusters Score -572038.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -572155.375000 Penalty: 4225.023438
	Iteration 14Q: 3 clusters Score -572155.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -572262.062500 Penalty: 4225.023438
	Iteration 15Q: 3 clusters Score -572262.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -572373.562500 Penalty: 4225.023438
	Iteration 16Q: 3 clusters Score -572373.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -572504.812500 Penalty: 4225.023438
	Iteration 17Q: 3 clusters Score -572504.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -572618.875000 Penalty: 4225.023438
	Iteration 18Q: 3 clusters Score -572618.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -572688.375000 Penalty: 4225.023438
	Iteration 19Q: 3 clusters Score -572688.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -572731.062500 Penalty: 4225.023438
	Iteration 20F: 3 clusters Score -572731.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -572772.187500 Penalty: 4225.023438
	Iteration 21Q: 3 clusters Score -572772.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -572804.437500 Penalty: 4225.023438
	Iteration 22Q: 3 clusters Score -572804.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -572829.500000 Penalty: 4225.023438
	Iteration 23Q: 3 clusters Score -572829.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -572863.375000 Penalty: 4225.023438
	Iteration 24Q: 3 clusters Score -572863.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -572901.312500 Penalty: 4225.023438
	Iteration 25Q: 3 clusters Score -572901.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -572940.375000 Penalty: 4225.023438
	Iteration 26Q: 3 clusters Score -572940.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -572980.625000 Penalty: 4225.023438
	Iteration 27Q: 3 clusters Score -572980.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -573022.312500 Penalty: 4225.023438
	Iteration 28Q: 3 clusters Score -573022.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -573066.062500 Penalty: 4225.023438
	Iteration 29Q: 3 clusters Score -573066.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -573096.437500 Penalty: 4225.023438
	Iteration 30Q: 3 clusters Score -573096.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -573111.437500 Penalty: 4225.023438
	Iteration 31Q: 3 clusters Score -573111.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -573123.687500 Penalty: 4225.023438
	Iteration 32Q: 3 clusters Score -573123.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -573129.437500 Penalty: 4225.023438
	Iteration 33Q: 3 clusters Score -573129.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -573133.312500 Penalty: 4225.023438
	Iteration 34Q: 3 clusters Score -573133.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -573135.625000 Penalty: 4225.023438
	Iteration 35Q: 3 clusters Score -573135.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -573135.250000 Penalty: 4225.023438
	Iteration 36Q: 3 clusters Score -573135.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -573135.062500 Penalty: 4225.023438
	Iteration 37Q: 3 clusters Score -573135.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -573135.812500 Penalty: 4225.023438
	Iteration 38Q: 3 clusters Score -573135.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -573136.812500 Penalty: 4225.023438
	Iteration 39Q: 3 clusters Score -573136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -573137.375000 Penalty: 4225.023438
	Iteration 40F: 3 clusters Score -573137.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -573137.125000 Penalty: 4225.023438
	Iteration 41Q: 3 clusters Score -573137.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -573137.312500 Penalty: 4225.023438
	Iteration 42Q: 3 clusters Score -573137.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -573137.562500 Penalty: 4225.023438
	Iteration 43Q: 3 clusters Score -573137.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -573137.562500 Penalty: 4225.023438
	Iteration 44F: 3 clusters Score -573137.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159543 members 
Entering Unmasked Estep 
Score: -19457920.000000 Penalty: 2971.057129
	Iteration 0F: 2 clusters Score -1.945792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79700 members 
Mstep: Class 2 contains 79843 members 
Entering Unmasked Estep 
Score: -19351598.000000 Penalty: 5942.114258
	Iteration 0F: 3 clusters Score -1.93516e+07 nChanged 76210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77534 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -19396026.000000 Penalty: 5942.114258
	Iteration 1F: 3 clusters Score -1.939603e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76119 members 
Mstep: Class 2 contains 83424 members 
Entering Unmasked Estep 
Score: -19396724.000000 Penalty: 5942.114258
	Iteration 2Q: 3 clusters Score -1.939672e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73998 members 
Mstep: Class 2 contains 85545 members 
Entering Unmasked Estep 
Score: -19397710.000000 Penalty: 5942.114258
	Iteration 3Q: 3 clusters Score -1.939771e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70782 members 
Mstep: Class 2 contains 88761 members 
Entering Unmasked Estep 
Score: -19399086.000000 Penalty: 5942.114258
	Iteration 4Q: 3 clusters Score -1.939909e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 93414 members 
Entering Unmasked Estep 
Score: -19401464.000000 Penalty: 5942.114258
	Iteration 5Q: 3 clusters Score -1.940146e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 99952 members 
Entering Unmasked Estep 
Score: -19405288.000000 Penalty: 5942.114258
	Iteration 6Q: 3 clusters Score -1.940529e+07 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 108556 members 
Entering Unmasked Estep 
Score: -19411080.000000 Penalty: 5942.114258
	Iteration 7F: 3 clusters Score -1.941108e+07 nChanged 11206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 119194 members 
Entering Unmasked Estep 
Score: -19419556.000000 Penalty: 5942.114258
	Iteration 8F: 3 clusters Score -1.941956e+07 nChanged 11641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 130495 members 
Entering Unmasked Estep 
Score: -19429282.000000 Penalty: 5942.114258
	Iteration 9F: 3 clusters Score -1.942928e+07 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 140554 members 
Entering Unmasked Estep 
Score: -19438356.000000 Penalty: 5942.114258
	Iteration 10F: 3 clusters Score -1.943836e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 148051 members 
Entering Unmasked Estep 
Score: -19445702.000000 Penalty: 5942.114258
	Iteration 11Q: 3 clusters Score -1.94457e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 152796 members 
Entering Unmasked Estep 
Score: -19450212.000000 Penalty: 5942.114258
	Iteration 12Q: 3 clusters Score -1.945021e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 155390 members 
Entering Unmasked Estep 
Score: -19452796.000000 Penalty: 5942.114258
	Iteration 13Q: 3 clusters Score -1.94528e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 156683 members 
Entering Unmasked Estep 
Score: -19454088.000000 Penalty: 5942.114258
	Iteration 14Q: 3 clusters Score -1.945409e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 157332 members 
Entering Unmasked Estep 
Score: -19454674.000000 Penalty: 5942.114258
	Iteration 15Q: 3 clusters Score -1.945467e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 157670 members 
Entering Unmasked Estep 
Score: -19454976.000000 Penalty: 5942.114258
	Iteration 16Q: 3 clusters Score -1.945498e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 157891 members 
Entering Unmasked Estep 
Score: -19455188.000000 Penalty: 5942.114258
	Iteration 17Q: 3 clusters Score -1.945519e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 158042 members 
Entering Unmasked Estep 
Score: -19455356.000000 Penalty: 5942.114258
	Iteration 18Q: 3 clusters Score -1.945536e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 158153 members 
Entering Unmasked Estep 
Score: -19455446.000000 Penalty: 5942.114258
	Iteration 19Q: 3 clusters Score -1.945545e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 158221 members 
Entering Unmasked Estep 
Score: -19455486.000000 Penalty: 5942.114258
	Iteration 20F: 3 clusters Score -1.945549e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 158278 members 
Entering Unmasked Estep 
Score: -19455554.000000 Penalty: 5942.114258
	Iteration 21Q: 3 clusters Score -1.945555e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 158311 members 
Entering Unmasked Estep 
Score: -19455576.000000 Penalty: 5942.114258
	Iteration 22Q: 3 clusters Score -1.945558e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 158353 members 
Entering Unmasked Estep 
Score: -19455592.000000 Penalty: 5942.114258
	Iteration 23Q: 3 clusters Score -1.945559e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 158388 members 
Entering Unmasked Estep 
Score: -19455642.000000 Penalty: 5942.114258
	Iteration 24Q: 3 clusters Score -1.945564e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 158405 members 
Entering Unmasked Estep 
Score: -19455642.000000 Penalty: 5942.114258
	Iteration 25Q: 3 clusters Score -1.945564e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 158416 members 
Entering Unmasked Estep 
Score: -19455642.000000 Penalty: 5942.114258
	Iteration 26Q: 3 clusters Score -1.945564e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 158437 members 
Entering Unmasked Estep 
Score: -19455676.000000 Penalty: 5942.114258
	Iteration 27Q: 3 clusters Score -1.945568e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 158451 members 
Entering Unmasked Estep 
Score: -19455698.000000 Penalty: 5942.114258
	Iteration 28Q: 3 clusters Score -1.94557e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 158460 members 
Entering Unmasked Estep 
Score: -19455678.000000 Penalty: 5942.114258
	Iteration 29Q: 3 clusters Score -1.945568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 158471 members 
Entering Unmasked Estep 
Score: -19455676.000000 Penalty: 5942.114258
	Iteration 30Q: 3 clusters Score -1.945568e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 158475 members 
Entering Unmasked Estep 
Score: -19455680.000000 Penalty: 5942.114258
	Iteration 31Q: 3 clusters Score -1.945568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 158477 members 
Entering Unmasked Estep 
Score: -19455686.000000 Penalty: 5942.114258
	Iteration 32Q: 3 clusters Score -1.945569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 158479 members 
Entering Unmasked Estep 
Score: -19455678.000000 Penalty: 5942.114258
	Iteration 33Q: 3 clusters Score -1.945568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 158479 members 
Entering Unmasked Estep 
Score: -19455672.000000 Penalty: 5942.114258
	Iteration 34Q: 3 clusters Score -1.945567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 158478 members 
Entering Unmasked Estep 
Score: -19455680.000000 Penalty: 5942.114258
	Iteration 35Q: 3 clusters Score -1.945568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 158477 members 
Entering Unmasked Estep 
Score: -19455682.000000 Penalty: 5942.114258
	Iteration 36Q: 3 clusters Score -1.945568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 158477 members 
Entering Unmasked Estep 
Score: -19455682.000000 Penalty: 5942.114258
	Iteration 37F: 3 clusters Score -1.945568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68012 members 
Entering Unmasked Estep 
Score: -7774338.500000 Penalty: 2759.604980
	Iteration 0F: 2 clusters Score -7774338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -7728724.500000 Penalty: 5519.209961
	Iteration 0F: 3 clusters Score -7728724 nChanged 31793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -7747254.000000 Penalty: 5519.209961
	Iteration 1F: 3 clusters Score -7747254 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -7748933.000000 Penalty: 5519.209961
	Iteration 2F: 3 clusters Score -7748933 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -7750993.500000 Penalty: 5519.209961
	Iteration 3F: 3 clusters Score -7750994 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -7753108.500000 Penalty: 5519.209961
	Iteration 4F: 3 clusters Score -7753108 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -7755135.500000 Penalty: 5519.209961
	Iteration 5F: 3 clusters Score -7755136 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -7757005.000000 Penalty: 5519.209961
	Iteration 6F: 3 clusters Score -7757005 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -7758756.500000 Penalty: 5519.209961
	Iteration 7F: 3 clusters Score -7758756 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -7760419.000000 Penalty: 5519.209961
	Iteration 8Q: 3 clusters Score -7760419 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -7762076.500000 Penalty: 5519.209961
	Iteration 9Q: 3 clusters Score -7762076 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -7763722.000000 Penalty: 5519.209961
	Iteration 10Q: 3 clusters Score -7763722 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -7765375.500000 Penalty: 5519.209961
	Iteration 11Q: 3 clusters Score -7765376 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -7766935.000000 Penalty: 5519.209961
	Iteration 12Q: 3 clusters Score -7766935 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -7768320.500000 Penalty: 5519.209961
	Iteration 13Q: 3 clusters Score -7768320 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
Score: -7769442.500000 Penalty: 5519.209961
	Iteration 14Q: 3 clusters Score -7769442 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 62486 members 
Entering Unmasked Estep 
Score: -7770307.000000 Penalty: 5519.209961
	Iteration 15Q: 3 clusters Score -7770307 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 63623 members 
Entering Unmasked Estep 
Score: -7770950.000000 Penalty: 5519.209961
	Iteration 16Q: 3 clusters Score -7770950 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -7771397.000000 Penalty: 5519.209961
	Iteration 17Q: 3 clusters Score -7771397 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -7771653.000000 Penalty: 5519.209961
	Iteration 18Q: 3 clusters Score -7771653 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 65441 members 
Entering Unmasked Estep 
Score: -7771833.500000 Penalty: 5519.209961
	Iteration 19Q: 3 clusters Score -7771834 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -7772024.500000 Penalty: 5519.209961
	Iteration 20F: 3 clusters Score -7772024 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 65945 members 
Entering Unmasked Estep 
Score: -7772153.500000 Penalty: 5519.209961
	Iteration 21Q: 3 clusters Score -7772154 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 66101 members 
Entering Unmasked Estep 
Score: -7772203.000000 Penalty: 5519.209961
	Iteration 22Q: 3 clusters Score -7772203 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 66223 members 
Entering Unmasked Estep 
Score: -7772285.500000 Penalty: 5519.209961
	Iteration 23Q: 3 clusters Score -7772286 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 66301 members 
Entering Unmasked Estep 
Score: -7772364.500000 Penalty: 5519.209961
	Iteration 24Q: 3 clusters Score -7772364 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 66364 members 
Entering Unmasked Estep 
Score: -7772405.500000 Penalty: 5519.209961
	Iteration 25Q: 3 clusters Score -7772406 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -7772457.000000 Penalty: 5519.209961
	Iteration 26Q: 3 clusters Score -7772457 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 66473 members 
Entering Unmasked Estep 
Score: -7772482.500000 Penalty: 5519.209961
	Iteration 27Q: 3 clusters Score -7772482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -7772524.000000 Penalty: 5519.209961
	Iteration 28Q: 3 clusters Score -7772524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 66553 members 
Entering Unmasked Estep 
Score: -7772552.500000 Penalty: 5519.209961
	Iteration 29Q: 3 clusters Score -7772552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 66594 members 
Entering Unmasked Estep 
Score: -7772576.000000 Penalty: 5519.209961
	Iteration 30Q: 3 clusters Score -7772576 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 66636 members 
Entering Unmasked Estep 
Score: -7772596.500000 Penalty: 5519.209961
	Iteration 31Q: 3 clusters Score -7772596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -7772609.500000 Penalty: 5519.209961
	Iteration 32Q: 3 clusters Score -7772610 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 66680 members 
Entering Unmasked Estep 
Score: -7772611.000000 Penalty: 5519.209961
	Iteration 33Q: 3 clusters Score -7772611 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 66707 members 
Entering Unmasked Estep 
Score: -7772633.000000 Penalty: 5519.209961
	Iteration 34Q: 3 clusters Score -7772633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 66735 members 
Entering Unmasked Estep 
Score: -7772647.500000 Penalty: 5519.209961
	Iteration 35Q: 3 clusters Score -7772648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 66746 members 
Entering Unmasked Estep 
Score: -7772665.000000 Penalty: 5519.209961
	Iteration 36Q: 3 clusters Score -7772665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 66757 members 
Entering Unmasked Estep 
Score: -7772679.500000 Penalty: 5519.209961
	Iteration 37Q: 3 clusters Score -7772680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 66766 members 
Entering Unmasked Estep 
Score: -7772684.000000 Penalty: 5519.209961
	Iteration 38Q: 3 clusters Score -7772684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 66774 members 
Entering Unmasked Estep 
Score: -7772688.500000 Penalty: 5519.209961
	Iteration 39Q: 3 clusters Score -7772688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 66783 members 
Entering Unmasked Estep 
Score: -7772687.500000 Penalty: 5519.209961
	Iteration 40F: 3 clusters Score -7772688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 66789 members 
Entering Unmasked Estep 
Score: -7772688.500000 Penalty: 5519.209961
	Iteration 41Q: 3 clusters Score -7772688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 66796 members 
Entering Unmasked Estep 
Score: -7772688.500000 Penalty: 5519.209961
	Iteration 42Q: 3 clusters Score -7772688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -7772685.000000 Penalty: 5519.209961
	Iteration 43Q: 3 clusters Score -7772685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 66804 members 
Entering Unmasked Estep 
Score: -7772686.500000 Penalty: 5519.209961
	Iteration 44Q: 3 clusters Score -7772686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -7772696.000000 Penalty: 5519.209961
	Iteration 45Q: 3 clusters Score -7772696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -7772701.500000 Penalty: 5519.209961
	Iteration 46Q: 3 clusters Score -7772702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -7772715.500000 Penalty: 5519.209961
	Iteration 47Q: 3 clusters Score -7772716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -7772709.500000 Penalty: 5519.209961
	Iteration 48Q: 3 clusters Score -7772710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -7772707.500000 Penalty: 5519.209961
	Iteration 49Q: 3 clusters Score -7772708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -7772709.500000 Penalty: 5519.209961
	Iteration 50Q: 3 clusters Score -7772710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 66833 members 
Entering Unmasked Estep 
Score: -7772704.000000 Penalty: 5519.209961
	Iteration 51Q: 3 clusters Score -7772704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -7772704.500000 Penalty: 5519.209961
	Iteration 52Q: 3 clusters Score -7772704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 66847 members 
Entering Unmasked Estep 
Score: -7772704.500000 Penalty: 5519.209961
	Iteration 53Q: 3 clusters Score -7772704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 66854 members 
Entering Unmasked Estep 
Score: -7772705.500000 Penalty: 5519.209961
	Iteration 54Q: 3 clusters Score -7772706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 66858 members 
Entering Unmasked Estep 
Score: -7772704.000000 Penalty: 5519.209961
	Iteration 55Q: 3 clusters Score -7772704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -7772707.500000 Penalty: 5519.209961
	Iteration 56Q: 3 clusters Score -7772708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -7772714.500000 Penalty: 5519.209961
	Iteration 57Q: 3 clusters Score -7772714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -7772717.000000 Penalty: 5519.209961
	Iteration 58Q: 3 clusters Score -7772717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 66872 members 
Entering Unmasked Estep 
Score: -7772715.000000 Penalty: 5519.209961
	Iteration 59Q: 3 clusters Score -7772715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -7772724.000000 Penalty: 5519.209961
	Iteration 60F: 3 clusters Score -7772724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 66878 members 
Entering Unmasked Estep 
Score: -7772721.000000 Penalty: 5519.209961
	Iteration 61Q: 3 clusters Score -7772721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 66875 members 
Entering Unmasked Estep 
Score: -7772739.000000 Penalty: 5519.209961
	Iteration 62Q: 3 clusters Score -7772739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 66875 members 
Entering Unmasked Estep 
Score: -7772753.500000 Penalty: 5519.209961
	Iteration 63Q: 3 clusters Score -7772754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 66877 members 
Entering Unmasked Estep 
Score: -7772757.500000 Penalty: 5519.209961
	Iteration 64Q: 3 clusters Score -7772758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 66884 members 
Entering Unmasked Estep 
Score: -7772764.000000 Penalty: 5519.209961
	Iteration 65Q: 3 clusters Score -7772764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -7772765.000000 Penalty: 5519.209961
	Iteration 66Q: 3 clusters Score -7772765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 66894 members 
Entering Unmasked Estep 
Score: -7772772.500000 Penalty: 5519.209961
	Iteration 67Q: 3 clusters Score -7772772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -7772775.500000 Penalty: 5519.209961
	Iteration 68Q: 3 clusters Score -7772776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -7772784.000000 Penalty: 5519.209961
	Iteration 69Q: 3 clusters Score -7772784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -7772785.500000 Penalty: 5519.209961
	Iteration 70Q: 3 clusters Score -7772786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -7772785.500000 Penalty: 5519.209961
	Iteration 71Q: 3 clusters Score -7772786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -7772788.000000 Penalty: 5519.209961
	Iteration 72Q: 3 clusters Score -7772788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 66918 members 
Entering Unmasked Estep 
Score: -7772790.500000 Penalty: 5519.209961
	Iteration 73Q: 3 clusters Score -7772790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 66923 members 
Entering Unmasked Estep 
Score: -7772795.000000 Penalty: 5519.209961
	Iteration 74Q: 3 clusters Score -7772795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 66925 members 
Entering Unmasked Estep 
Score: -7772794.000000 Penalty: 5519.209961
	Iteration 75Q: 3 clusters Score -7772794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7772795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
Score: -7772802.000000 Penalty: 5519.209961
	Iteration 77Q: 3 clusters Score -7772802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 66932 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7772802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 66934 members 
Entering Unmasked Estep 
Score: -7772803.000000 Penalty: 5519.209961
	Iteration 79Q: 3 clusters Score -7772803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 66935 members 
Entering Unmasked Estep 
Score: -7772806.000000 Penalty: 5519.209961
	Iteration 80F: 3 clusters Score -7772806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 66938 members 
Entering Unmasked Estep 
Score: -7772803.000000 Penalty: 5519.209961
	Iteration 81Q: 3 clusters Score -7772803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 66939 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7772802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 66942 members 
Entering Unmasked Estep 
Score: -7772811.500000 Penalty: 5519.209961
	Iteration 83Q: 3 clusters Score -7772812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 66950 members 
Entering Unmasked Estep 
Score: -7772810.500000 Penalty: 5519.209961
	Iteration 84Q: 3 clusters Score -7772810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 66951 members 
Entering Unmasked Estep 
Score: -7772820.500000 Penalty: 5519.209961
	Iteration 85Q: 3 clusters Score -7772820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 66950 members 
Entering Unmasked Estep 
Score: -7772837.000000 Penalty: 5519.209961
	Iteration 86Q: 3 clusters Score -7772837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -7772840.500000 Penalty: 5519.209961
	Iteration 87Q: 3 clusters Score -7772840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -7772848.500000 Penalty: 5519.209961
	Iteration 88Q: 3 clusters Score -7772848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 66959 members 
Entering Unmasked Estep 
Score: -7772863.000000 Penalty: 5519.209961
	Iteration 89Q: 3 clusters Score -7772863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 66965 members 
Entering Unmasked Estep 
Score: -7772865.500000 Penalty: 5519.209961
	Iteration 90Q: 3 clusters Score -7772866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 66972 members 
Entering Unmasked Estep 
Score: -7772872.500000 Penalty: 5519.209961
	Iteration 91Q: 3 clusters Score -7772872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -7772876.500000 Penalty: 5519.209961
	Iteration 92Q: 3 clusters Score -7772876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -7772877.000000 Penalty: 5519.209961
	Iteration 93Q: 3 clusters Score -7772877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -7772884.500000 Penalty: 5519.209961
	Iteration 94Q: 3 clusters Score -7772884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 66995 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7772886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 67005 members 
Entering Unmasked Estep 
Score: -7772913.000000 Penalty: 5519.209961
	Iteration 96Q: 3 clusters Score -7772913 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 67009 members 
Entering Unmasked Estep 
Score: -7772930.000000 Penalty: 5519.209961
	Iteration 97Q: 3 clusters Score -7772930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 67017 members 
Entering Unmasked Estep 
Score: -7772959.000000 Penalty: 5519.209961
	Iteration 98Q: 3 clusters Score -7772959 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 67019 members 
Entering Unmasked Estep 
Score: -7772978.000000 Penalty: 5519.209961
	Iteration 99Q: 3 clusters Score -7772978 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 67020 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7773076 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 67005 members 
Entering Unmasked Estep 
Score: -7773292.500000 Penalty: 5519.209961
	Iteration 101Q: 3 clusters Score -7773292 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 66943 members 
Entering Unmasked Estep 
Score: -7773457.500000 Penalty: 5519.209961
	Iteration 102Q: 3 clusters Score -7773458 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -7773558.500000 Penalty: 5519.209961
	Iteration 103Q: 3 clusters Score -7773558 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 66746 members 
Entering Unmasked Estep 
Score: -7773655.500000 Penalty: 5519.209961
	Iteration 104Q: 3 clusters Score -7773656 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 66651 members 
Entering Unmasked Estep 
Score: -7773712.000000 Penalty: 5519.209961
	Iteration 105Q: 3 clusters Score -7773712 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 66557 members 
Entering Unmasked Estep 
Score: -7773771.500000 Penalty: 5519.209961
	Iteration 106Q: 3 clusters Score -7773772 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -7773849.500000 Penalty: 5519.209961
	Iteration 107Q: 3 clusters Score -7773850 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 66388 members 
Entering Unmasked Estep 
Score: -7773881.500000 Penalty: 5519.209961
	Iteration 108Q: 3 clusters Score -7773882 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -7773897.500000 Penalty: 5519.209961
	Iteration 109Q: 3 clusters Score -7773898 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 66274 members 
Entering Unmasked Estep 
Score: -7773920.000000 Penalty: 5519.209961
	Iteration 110Q: 3 clusters Score -7773920 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 66218 members 
Entering Unmasked Estep 
Score: -7773954.500000 Penalty: 5519.209961
	Iteration 111Q: 3 clusters Score -7773954 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7773957 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 66149 members 
Entering Unmasked Estep 
Score: -7773977.000000 Penalty: 5519.209961
	Iteration 113Q: 3 clusters Score -7773977 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
Score: -7773979.500000 Penalty: 5519.209961
	Iteration 114Q: 3 clusters Score -7773980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 66092 members 
Entering Unmasked Estep 
Score: -7773998.000000 Penalty: 5519.209961
	Iteration 115Q: 3 clusters Score -7773998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 66068 members 
Entering Unmasked Estep 
Score: -7774003.500000 Penalty: 5519.209961
	Iteration 116Q: 3 clusters Score -7774004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -7774016.500000 Penalty: 5519.209961
	Iteration 117Q: 3 clusters Score -7774016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -7774027.000000 Penalty: 5519.209961
	Iteration 118Q: 3 clusters Score -7774027 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 66027 members 
Entering Unmasked Estep 
Score: -7774019.000000 Penalty: 5519.209961
	Iteration 119Q: 3 clusters Score -7774019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -7774025.500000 Penalty: 5519.209961
	Iteration 120F: 3 clusters Score -7774026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -7774049.000000 Penalty: 5519.209961
	Iteration 121Q: 3 clusters Score -7774049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 65973 members 
Entering Unmasked Estep 
Score: -7774056.000000 Penalty: 5519.209961
	Iteration 122Q: 3 clusters Score -7774056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 65962 members 
Entering Unmasked Estep 
Score: -7774054.000000 Penalty: 5519.209961
	Iteration 123Q: 3 clusters Score -7774054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 65943 members 
Entering Unmasked Estep 
Score: -7774067.000000 Penalty: 5519.209961
	Iteration 124Q: 3 clusters Score -7774067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 65928 members 
Entering Unmasked Estep 
Score: -7774068.500000 Penalty: 5519.209961
	Iteration 125Q: 3 clusters Score -7774068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 65918 members 
Entering Unmasked Estep 
Score: -7774072.500000 Penalty: 5519.209961
	Iteration 126Q: 3 clusters Score -7774072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 65908 members 
Entering Unmasked Estep 
Score: -7774079.500000 Penalty: 5519.209961
	Iteration 127Q: 3 clusters Score -7774080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -7774092.000000 Penalty: 5519.209961
	Iteration 128Q: 3 clusters Score -7774092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 65903 members 
Entering Unmasked Estep 
Score: -7774092.500000 Penalty: 5519.209961
	Iteration 129Q: 3 clusters Score -7774092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 65899 members 
Entering Unmasked Estep 
Score: -7774084.500000 Penalty: 5519.209961
	Iteration 130Q: 3 clusters Score -7774084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 65890 members 
Entering Unmasked Estep 
Score: -7774092.000000 Penalty: 5519.209961
	Iteration 131Q: 3 clusters Score -7774092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -7774102.500000 Penalty: 5519.209961
	Iteration 132Q: 3 clusters Score -7774102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -7774097.000000 Penalty: 5519.209961
	Iteration 133Q: 3 clusters Score -7774097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 65868 members 
Entering Unmasked Estep 
Score: -7774101.000000 Penalty: 5519.209961
	Iteration 134Q: 3 clusters Score -7774101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 65862 members 
Entering Unmasked Estep 
Score: -7774096.500000 Penalty: 5519.209961
	Iteration 135Q: 3 clusters Score -7774096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 65854 members 
Entering Unmasked Estep 
Score: -7774103.500000 Penalty: 5519.209961
	Iteration 136Q: 3 clusters Score -7774104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -7774109.500000 Penalty: 5519.209961
	Iteration 137Q: 3 clusters Score -7774110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 65848 members 
Entering Unmasked Estep 
Score: -7774101.500000 Penalty: 5519.209961
	Iteration 138Q: 3 clusters Score -7774102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -7774096.500000 Penalty: 5519.209961
	Iteration 139Q: 3 clusters Score -7774096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -7774096.000000 Penalty: 5519.209961
	Iteration 140F: 3 clusters Score -7774096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -7774098.500000 Penalty: 5519.209961
	Iteration 141Q: 3 clusters Score -7774098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 65841 members 
Entering Unmasked Estep 
Score: -7774105.500000 Penalty: 5519.209961
	Iteration 142Q: 3 clusters Score -7774106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -7774105.500000 Penalty: 5519.209961
	Iteration 143Q: 3 clusters Score -7774106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 65839 members 
Entering Unmasked Estep 
Score: -7774105.500000 Penalty: 5519.209961
	Iteration 144F: 3 clusters Score -7774106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -32155.707031 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -32155.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -30883.732422 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -30883.73 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -31017.916016 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -31017.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31057.580078 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -31057.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -31091.103516 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -31091.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31123.621094 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -31123.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31139.330078 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -31139.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -31150.443359 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -31150.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31160.542969 Penalty: 2877.850586
	Iteration 7Q: 3 clusters Score -31160.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31167.751953 Penalty: 2877.850586
	Iteration 8Q: 3 clusters Score -31167.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31167.751953 Penalty: 2877.850586
	Iteration 9F: 3 clusters Score -31167.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -476374.125000 Penalty: 2076.469482
	Iteration 0F: 2 clusters Score -476374.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -472310.531250 Penalty: 4152.938965
	Iteration 0F: 3 clusters Score -472310.5 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -473628.062500 Penalty: 4152.938965
	Iteration 1F: 3 clusters Score -473628.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -474098.031250 Penalty: 4152.938965
	Iteration 2F: 3 clusters Score -474098 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -474501.468750 Penalty: 4152.938965
	Iteration 3F: 3 clusters Score -474501.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -474941.000000 Penalty: 4152.938965
	Iteration 4F: 3 clusters Score -474941 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -475257.656250 Penalty: 4152.938965
	Iteration 5F: 3 clusters Score -475257.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -475450.781250 Penalty: 4152.938965
	Iteration 6F: 3 clusters Score -475450.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -475568.031250 Penalty: 4152.938965
	Iteration 7Q: 3 clusters Score -475568 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -475614.531250 Penalty: 4152.938965
	Iteration 8Q: 3 clusters Score -475614.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -475648.593750 Penalty: 4152.938965
	Iteration 9Q: 3 clusters Score -475648.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -475663.718750 Penalty: 4152.938965
	Iteration 10Q: 3 clusters Score -475663.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -475674.750000 Penalty: 4152.938965
	Iteration 11Q: 3 clusters Score -475674.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -475682.906250 Penalty: 4152.938965
	Iteration 12Q: 3 clusters Score -475682.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -475691.593750 Penalty: 4152.938965
	Iteration 13Q: 3 clusters Score -475691.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -475698.875000 Penalty: 4152.938965
	Iteration 14Q: 3 clusters Score -475698.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -475702.593750 Penalty: 4152.938965
	Iteration 15Q: 3 clusters Score -475702.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -475707.718750 Penalty: 4152.938965
	Iteration 16Q: 3 clusters Score -475707.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -475711.312500 Penalty: 4152.938965
	Iteration 17Q: 3 clusters Score -475711.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -475715.250000 Penalty: 4152.938965
	Iteration 18Q: 3 clusters Score -475715.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -475719.968750 Penalty: 4152.938965
	Iteration 19Q: 3 clusters Score -475720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -475720.875000 Penalty: 4152.938965
	Iteration 20F: 3 clusters Score -475720.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (197637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197637 members 
Entering Unmasked Estep 
Score: -24084774.000000 Penalty: 3024.158447
	Iteration 0F: 2 clusters Score -2.408477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98609 members 
Mstep: Class 2 contains 99028 members 
Entering Unmasked Estep 
Score: -23954926.000000 Penalty: 6048.316895
	Iteration 0F: 3 clusters Score -2.395493e+07 nChanged 94762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96277 members 
Mstep: Class 2 contains 101360 members 
Entering Unmasked Estep 
Score: -24010504.000000 Penalty: 6048.316895
	Iteration 1F: 3 clusters Score -2.40105e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94887 members 
Mstep: Class 2 contains 102750 members 
Entering Unmasked Estep 
Score: -24011408.000000 Penalty: 6048.316895
	Iteration 2Q: 3 clusters Score -2.401141e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92693 members 
Mstep: Class 2 contains 104944 members 
Entering Unmasked Estep 
Score: -24012762.000000 Penalty: 6048.316895
	Iteration 3Q: 3 clusters Score -2.401276e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89467 members 
Mstep: Class 2 contains 108170 members 
Entering Unmasked Estep 
Score: -24014272.000000 Penalty: 6048.316895
	Iteration 4Q: 3 clusters Score -2.401427e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 112926 members 
Entering Unmasked Estep 
Score: -24016368.000000 Penalty: 6048.316895
	Iteration 5Q: 3 clusters Score -2.401637e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77592 members 
Mstep: Class 2 contains 120045 members 
Entering Unmasked Estep 
Score: -24019772.000000 Penalty: 6048.316895
	Iteration 6Q: 3 clusters Score -2.401977e+07 nChanged 10782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 2 contains 130541 members 
Entering Unmasked Estep 
Score: -24025760.000000 Penalty: 6048.316895
	Iteration 7F: 3 clusters Score -2.402576e+07 nChanged 14307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 144786 members 
Entering Unmasked Estep 
Score: -24035810.000000 Penalty: 6048.316895
	Iteration 8F: 3 clusters Score -2.403581e+07 nChanged 17212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 161988 members 
Entering Unmasked Estep 
Score: -24050356.000000 Penalty: 6048.316895
	Iteration 9F: 3 clusters Score -2.405036e+07 nChanged 16405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 178393 members 
Entering Unmasked Estep 
Score: -24065484.000000 Penalty: 6048.316895
	Iteration 10F: 3 clusters Score -2.406548e+07 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 189636 members 
Entering Unmasked Estep 
Score: -24075680.000000 Penalty: 6048.316895
	Iteration 11F: 3 clusters Score -2.407568e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 194851 members 
Entering Unmasked Estep 
Score: -24080094.000000 Penalty: 6048.316895
	Iteration 12Q: 3 clusters Score -2.408009e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 196577 members 
Entering Unmasked Estep 
Score: -24081464.000000 Penalty: 6048.316895
	Iteration 13Q: 3 clusters Score -2.408146e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 197017 members 
Entering Unmasked Estep 
Score: -24081836.000000 Penalty: 6048.316895
	Iteration 14Q: 3 clusters Score -2.408184e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 197152 members 
Entering Unmasked Estep 
Score: -24081984.000000 Penalty: 6048.316895
	Iteration 15Q: 3 clusters Score -2.408198e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 197214 members 
Entering Unmasked Estep 
Score: -24082046.000000 Penalty: 6048.316895
	Iteration 16Q: 3 clusters Score -2.408205e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 197245 members 
Entering Unmasked Estep 
Score: -24082084.000000 Penalty: 6048.316895
	Iteration 17Q: 3 clusters Score -2.408208e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 197257 members 
Entering Unmasked Estep 
Score: -24082116.000000 Penalty: 6048.316895
	Iteration 18Q: 3 clusters Score -2.408212e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 197265 members 
Entering Unmasked Estep 
Score: -24082142.000000 Penalty: 6048.316895
	Iteration 19Q: 3 clusters Score -2.408214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 197266 members 
Entering Unmasked Estep 
Score: -24082138.000000 Penalty: 6048.316895
	Iteration 20F: 3 clusters Score -2.408214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 197267 members 
Entering Unmasked Estep 
Score: -24082168.000000 Penalty: 6048.316895
	Iteration 21Q: 3 clusters Score -2.408217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 197269 members 
Entering Unmasked Estep 
Score: -24082154.000000 Penalty: 6048.316895
	Iteration 22Q: 3 clusters Score -2.408215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 197273 members 
Entering Unmasked Estep 
Score: -24082154.000000 Penalty: 6048.316895
	Iteration 23Q: 3 clusters Score -2.408215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 197276 members 
Entering Unmasked Estep 
Score: -24082172.000000 Penalty: 6048.316895
	Iteration 24Q: 3 clusters Score -2.408217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 197280 members 
Entering Unmasked Estep 
Score: -24082184.000000 Penalty: 6048.316895
	Iteration 25Q: 3 clusters Score -2.408218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 197285 members 
Entering Unmasked Estep 
Score: -24082180.000000 Penalty: 6048.316895
	Iteration 26Q: 3 clusters Score -2.408218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 197289 members 
Entering Unmasked Estep 
Score: -24082186.000000 Penalty: 6048.316895
	Iteration 27Q: 3 clusters Score -2.408219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 197291 members 
Entering Unmasked Estep 
Score: -24082192.000000 Penalty: 6048.316895
	Iteration 28Q: 3 clusters Score -2.408219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 197295 members 
Entering Unmasked Estep 
Score: -24082206.000000 Penalty: 6048.316895
	Iteration 29Q: 3 clusters Score -2.408221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 197297 members 
Entering Unmasked Estep 
Score: -24082202.000000 Penalty: 6048.316895
	Iteration 30Q: 3 clusters Score -2.40822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 197298 members 
Entering Unmasked Estep 
Score: -24082210.000000 Penalty: 6048.316895
	Iteration 31Q: 3 clusters Score -2.408221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 197297 members 
Entering Unmasked Estep 
Score: -24082208.000000 Penalty: 6048.316895
	Iteration 32Q: 3 clusters Score -2.408221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 197297 members 
Entering Unmasked Estep 
Score: -24082208.000000 Penalty: 6048.316895
	Iteration 33F: 3 clusters Score -2.408221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Entering Unmasked Estep 
Score: -154972.296875 Penalty: 1777.807861
	Iteration 0F: 2 clusters Score -154972.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -152835.031250 Penalty: 3555.615723
	Iteration 0F: 3 clusters Score -152835 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -153185.015625 Penalty: 3555.615723
	Iteration 1F: 3 clusters Score -153185 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -153275.843750 Penalty: 3555.615723
	Iteration 2F: 3 clusters Score -153275.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -153342.296875 Penalty: 3555.615723
	Iteration 3Q: 3 clusters Score -153342.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -153383.593750 Penalty: 3555.615723
	Iteration 4Q: 3 clusters Score -153383.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -153414.562500 Penalty: 3555.615723
	Iteration 5Q: 3 clusters Score -153414.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -153454.609375 Penalty: 3555.615723
	Iteration 6Q: 3 clusters Score -153454.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -153490.968750 Penalty: 3555.615723
	Iteration 7Q: 3 clusters Score -153491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -153516.828125 Penalty: 3555.615723
	Iteration 8Q: 3 clusters Score -153516.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -153545.328125 Penalty: 3555.615723
	Iteration 9Q: 3 clusters Score -153545.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -153580.937500 Penalty: 3555.615723
	Iteration 10Q: 3 clusters Score -153580.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -153618.265625 Penalty: 3555.615723
	Iteration 11Q: 3 clusters Score -153618.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -153659.515625 Penalty: 3555.615723
	Iteration 12Q: 3 clusters Score -153659.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -153721.421875 Penalty: 3555.615723
	Iteration 13Q: 3 clusters Score -153721.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -153833.593750 Penalty: 3555.615723
	Iteration 14Q: 3 clusters Score -153833.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -153955.531250 Penalty: 3555.615723
	Iteration 15Q: 3 clusters Score -153955.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -154048.875000 Penalty: 3555.615723
	Iteration 16Q: 3 clusters Score -154048.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -154109.156250 Penalty: 3555.615723
	Iteration 17Q: 3 clusters Score -154109.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -154129.234375 Penalty: 3555.615723
	Iteration 18Q: 3 clusters Score -154129.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -154163.546875 Penalty: 3555.615723
	Iteration 19Q: 3 clusters Score -154163.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -154234.484375 Penalty: 3555.615723
	Iteration 20F: 3 clusters Score -154234.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -154267.953125 Penalty: 3555.615723
	Iteration 21Q: 3 clusters Score -154268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -154284.390625 Penalty: 3555.615723
	Iteration 22Q: 3 clusters Score -154284.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -154302.562500 Penalty: 3555.615723
	Iteration 23Q: 3 clusters Score -154302.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -154307.359375 Penalty: 3555.615723
	Iteration 24Q: 3 clusters Score -154307.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -154313.937500 Penalty: 3555.615723
	Iteration 25Q: 3 clusters Score -154313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -154318.609375 Penalty: 3555.615723
	Iteration 26Q: 3 clusters Score -154318.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -154321.281250 Penalty: 3555.615723
	Iteration 27Q: 3 clusters Score -154321.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -154321.281250 Penalty: 3555.615723
	Iteration 28F: 3 clusters Score -154321.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Entering Unmasked Estep 
Score: -3933266.750000 Penalty: 2578.741943
	Iteration 0F: 2 clusters Score -3933267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -3910787.750000 Penalty: 5157.483887
	Iteration 0F: 3 clusters Score -3910788 nChanged 14885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -3918774.250000 Penalty: 5157.483887
	Iteration 1F: 3 clusters Score -3918774 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -3919232.750000 Penalty: 5157.483887
	Iteration 2Q: 3 clusters Score -3919233 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -3919768.750000 Penalty: 5157.483887
	Iteration 3Q: 3 clusters Score -3919769 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -3920408.250000 Penalty: 5157.483887
	Iteration 4Q: 3 clusters Score -3920408 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -3921267.500000 Penalty: 5157.483887
	Iteration 5Q: 3 clusters Score -3921268 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -3922466.750000 Penalty: 5157.483887
	Iteration 6F: 3 clusters Score -3922467 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -3923911.750000 Penalty: 5157.483887
	Iteration 7F: 3 clusters Score -3923912 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3925484.000000 Penalty: 5157.483887
	Iteration 8F: 3 clusters Score -3925484 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -3927005.500000 Penalty: 5157.483887
	Iteration 9F: 3 clusters Score -3927006 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -3928396.500000 Penalty: 5157.483887
	Iteration 10F: 3 clusters Score -3928396 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -3929511.500000 Penalty: 5157.483887
	Iteration 11Q: 3 clusters Score -3929512 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -3930346.500000 Penalty: 5157.483887
	Iteration 12Q: 3 clusters Score -3930346 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -3930897.000000 Penalty: 5157.483887
	Iteration 13Q: 3 clusters Score -3930897 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -3931261.750000 Penalty: 5157.483887
	Iteration 14Q: 3 clusters Score -3931262 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -3931574.500000 Penalty: 5157.483887
	Iteration 15Q: 3 clusters Score -3931574 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -3931789.250000 Penalty: 5157.483887
	Iteration 16Q: 3 clusters Score -3931789 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -3931928.250000 Penalty: 5157.483887
	Iteration 17Q: 3 clusters Score -3931928 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -3931993.750000 Penalty: 5157.483887
	Iteration 18Q: 3 clusters Score -3931994 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -3932066.000000 Penalty: 5157.483887
	Iteration 19Q: 3 clusters Score -3932066 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -3932096.000000 Penalty: 5157.483887
	Iteration 20F: 3 clusters Score -3932096 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -3932106.750000 Penalty: 5157.483887
	Iteration 21Q: 3 clusters Score -3932107 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -3932130.750000 Penalty: 5157.483887
	Iteration 22Q: 3 clusters Score -3932131 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -3932144.250000 Penalty: 5157.483887
	Iteration 23Q: 3 clusters Score -3932144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -3932160.250000 Penalty: 5157.483887
	Iteration 24Q: 3 clusters Score -3932160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -3932166.750000 Penalty: 5157.483887
	Iteration 25Q: 3 clusters Score -3932167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -3932168.750000 Penalty: 5157.483887
	Iteration 26Q: 3 clusters Score -3932169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -3932165.250000 Penalty: 5157.483887
	Iteration 27Q: 3 clusters Score -3932165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -3932169.500000 Penalty: 5157.483887
	Iteration 28Q: 3 clusters Score -3932170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -3932166.500000 Penalty: 5157.483887
	Iteration 29Q: 3 clusters Score -3932166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -3932169.750000 Penalty: 5157.483887
	Iteration 30Q: 3 clusters Score -3932170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -3932171.750000 Penalty: 5157.483887
	Iteration 31Q: 3 clusters Score -3932172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -3932174.000000 Penalty: 5157.483887
	Iteration 32Q: 3 clusters Score -3932174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -3932173.000000 Penalty: 5157.483887
	Iteration 33Q: 3 clusters Score -3932173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -3932173.000000 Penalty: 5157.483887
	Iteration 34F: 3 clusters Score -3932173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Entering Unmasked Estep 
Score: -445530.375000 Penalty: 2047.123169
	Iteration 0F: 2 clusters Score -445530.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -441727.062500 Penalty: 4094.246338
	Iteration 0F: 3 clusters Score -441727.1 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -442642.843750 Penalty: 4094.246338
	Iteration 1F: 3 clusters Score -442642.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -442970.250000 Penalty: 4094.246338
	Iteration 2F: 3 clusters Score -442970.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -443266.812500 Penalty: 4094.246338
	Iteration 3F: 3 clusters Score -443266.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -443543.937500 Penalty: 4094.246338
	Iteration 4F: 3 clusters Score -443543.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -443861.218750 Penalty: 4094.246338
	Iteration 5F: 3 clusters Score -443861.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -444177.406250 Penalty: 4094.246338
	Iteration 6F: 3 clusters Score -444177.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -444445.531250 Penalty: 4094.246338
	Iteration 7F: 3 clusters Score -444445.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -444606.093750 Penalty: 4094.246338
	Iteration 8Q: 3 clusters Score -444606.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -444700.375000 Penalty: 4094.246338
	Iteration 9Q: 3 clusters Score -444700.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -444774.468750 Penalty: 4094.246338
	Iteration 10Q: 3 clusters Score -444774.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -444834.625000 Penalty: 4094.246338
	Iteration 11Q: 3 clusters Score -444834.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -444868.062500 Penalty: 4094.246338
	Iteration 12Q: 3 clusters Score -444868.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -444893.937500 Penalty: 4094.246338
	Iteration 13Q: 3 clusters Score -444893.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -444912.625000 Penalty: 4094.246338
	Iteration 14Q: 3 clusters Score -444912.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -444932.500000 Penalty: 4094.246338
	Iteration 15Q: 3 clusters Score -444932.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -444945.406250 Penalty: 4094.246338
	Iteration 16Q: 3 clusters Score -444945.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -444955.500000 Penalty: 4094.246338
	Iteration 17Q: 3 clusters Score -444955.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -444963.843750 Penalty: 4094.246338
	Iteration 18Q: 3 clusters Score -444963.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -444968.375000 Penalty: 4094.246338
	Iteration 19Q: 3 clusters Score -444968.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -444969.468750 Penalty: 4094.246338
	Iteration 20F: 3 clusters Score -444969.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -444969.343750 Penalty: 4094.246338
	Iteration 21Q: 3 clusters Score -444969.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -444969.968750 Penalty: 4094.246338
	Iteration 22Q: 3 clusters Score -444970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -444970.187500 Penalty: 4094.246338
	Iteration 23Q: 3 clusters Score -444970.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -444970.187500 Penalty: 4094.246338
	Iteration 24F: 3 clusters Score -444970.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (194808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194808 members 
Entering Unmasked Estep 
Score: -23974246.000000 Penalty: 3020.582764
	Iteration 0F: 2 clusters Score -2.397425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97488 members 
Mstep: Class 2 contains 97320 members 
Entering Unmasked Estep 
Score: -23844918.000000 Penalty: 6041.165527
	Iteration 0F: 3 clusters Score -2.384492e+07 nChanged 93824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99714 members 
Mstep: Class 2 contains 95094 members 
Entering Unmasked Estep 
Score: -23899408.000000 Penalty: 6041.165527
	Iteration 1F: 3 clusters Score -2.389941e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100851 members 
Mstep: Class 2 contains 93957 members 
Entering Unmasked Estep 
Score: -23900408.000000 Penalty: 6041.165527
	Iteration 2Q: 3 clusters Score -2.390041e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102716 members 
Mstep: Class 2 contains 92092 members 
Entering Unmasked Estep 
Score: -23901890.000000 Penalty: 6041.165527
	Iteration 3Q: 3 clusters Score -2.390189e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105627 members 
Mstep: Class 2 contains 89181 members 
Entering Unmasked Estep 
Score: -23903892.000000 Penalty: 6041.165527
	Iteration 4Q: 3 clusters Score -2.390389e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110106 members 
Mstep: Class 2 contains 84702 members 
Entering Unmasked Estep 
Score: -23906806.000000 Penalty: 6041.165527
	Iteration 5Q: 3 clusters Score -2.390681e+07 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116871 members 
Mstep: Class 2 contains 77937 members 
Entering Unmasked Estep 
Score: -23911650.000000 Penalty: 6041.165527
	Iteration 6Q: 3 clusters Score -2.391165e+07 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126388 members 
Mstep: Class 2 contains 68420 members 
Entering Unmasked Estep 
Score: -23918924.000000 Penalty: 6041.165527
	Iteration 7F: 3 clusters Score -2.391892e+07 nChanged 13913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138429 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -23929264.000000 Penalty: 6041.165527
	Iteration 8F: 3 clusters Score -2.392926e+07 nChanged 14513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151526 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -23941922.000000 Penalty: 6041.165527
	Iteration 9F: 3 clusters Score -2.394192e+07 nChanged 12391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162887 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -23953472.000000 Penalty: 6041.165527
	Iteration 10F: 3 clusters Score -2.395347e+07 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170455 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -23961588.000000 Penalty: 6041.165527
	Iteration 11Q: 3 clusters Score -2.396159e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174980 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -23965686.000000 Penalty: 6041.165527
	Iteration 12Q: 3 clusters Score -2.396569e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177917 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -23968044.000000 Penalty: 6041.165527
	Iteration 13Q: 3 clusters Score -2.396804e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180141 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -23969444.000000 Penalty: 6041.165527
	Iteration 14Q: 3 clusters Score -2.396944e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181845 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -23970054.000000 Penalty: 6041.165527
	Iteration 15Q: 3 clusters Score -2.397005e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183245 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -23970604.000000 Penalty: 6041.165527
	Iteration 16Q: 3 clusters Score -2.39706e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184432 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -23971062.000000 Penalty: 6041.165527
	Iteration 17Q: 3 clusters Score -2.397106e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185412 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -23971446.000000 Penalty: 6041.165527
	Iteration 18Q: 3 clusters Score -2.397145e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186245 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -23971716.000000 Penalty: 6041.165527
	Iteration 19Q: 3 clusters Score -2.397172e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186974 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -23971970.000000 Penalty: 6041.165527
	Iteration 20F: 3 clusters Score -2.397197e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187626 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -23972112.000000 Penalty: 6041.165527
	Iteration 21Q: 3 clusters Score -2.397211e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188177 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -23972376.000000 Penalty: 6041.165527
	Iteration 22Q: 3 clusters Score -2.397238e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188673 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -23972422.000000 Penalty: 6041.165527
	Iteration 23Q: 3 clusters Score -2.397242e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189070 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -23972466.000000 Penalty: 6041.165527
	Iteration 24Q: 3 clusters Score -2.397247e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189413 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -23972452.000000 Penalty: 6041.165527
	Iteration 25Q: 3 clusters Score -2.397245e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189694 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -23972476.000000 Penalty: 6041.165527
	Iteration 26Q: 3 clusters Score -2.397248e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189934 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -23972516.000000 Penalty: 6041.165527
	Iteration 27Q: 3 clusters Score -2.397252e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190151 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -23972576.000000 Penalty: 6041.165527
	Iteration 28Q: 3 clusters Score -2.397258e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190325 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -23972606.000000 Penalty: 6041.165527
	Iteration 29Q: 3 clusters Score -2.397261e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190499 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -23972638.000000 Penalty: 6041.165527
	Iteration 30Q: 3 clusters Score -2.397264e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190641 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -23972654.000000 Penalty: 6041.165527
	Iteration 31Q: 3 clusters Score -2.397265e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190759 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -23972690.000000 Penalty: 6041.165527
	Iteration 32Q: 3 clusters Score -2.397269e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190848 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -23972732.000000 Penalty: 6041.165527
	Iteration 33Q: 3 clusters Score -2.397273e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190944 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -23972698.000000 Penalty: 6041.165527
	Iteration 34Q: 3 clusters Score -2.39727e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191042 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -23972666.000000 Penalty: 6041.165527
	Iteration 35Q: 3 clusters Score -2.397267e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191132 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -23972694.000000 Penalty: 6041.165527
	Iteration 36Q: 3 clusters Score -2.397269e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191228 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -23972684.000000 Penalty: 6041.165527
	Iteration 37Q: 3 clusters Score -2.397268e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191302 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -23972670.000000 Penalty: 6041.165527
	Iteration 38Q: 3 clusters Score -2.397267e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191368 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -23972686.000000 Penalty: 6041.165527
	Iteration 39Q: 3 clusters Score -2.397269e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191414 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -23972688.000000 Penalty: 6041.165527
	Iteration 40F: 3 clusters Score -2.397269e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191466 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -23972716.000000 Penalty: 6041.165527
	Iteration 41Q: 3 clusters Score -2.397272e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191503 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -23972744.000000 Penalty: 6041.165527
	Iteration 42Q: 3 clusters Score -2.397274e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191525 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -23972754.000000 Penalty: 6041.165527
	Iteration 43Q: 3 clusters Score -2.397275e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191550 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -23972754.000000 Penalty: 6041.165527
	Iteration 44Q: 3 clusters Score -2.397275e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191583 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -23972776.000000 Penalty: 6041.165527
	Iteration 45Q: 3 clusters Score -2.397278e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191597 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -23972788.000000 Penalty: 6041.165527
	Iteration 46Q: 3 clusters Score -2.397279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191615 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -23972764.000000 Penalty: 6041.165527
	Iteration 47Q: 3 clusters Score -2.397276e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191625 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -23972750.000000 Penalty: 6041.165527
	Iteration 48Q: 3 clusters Score -2.397275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191632 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -23972770.000000 Penalty: 6041.165527
	Iteration 49Q: 3 clusters Score -2.397277e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191646 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -23972738.000000 Penalty: 6041.165527
	Iteration 50Q: 3 clusters Score -2.397274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191657 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -23972772.000000 Penalty: 6041.165527
	Iteration 51Q: 3 clusters Score -2.397277e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191670 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -23972772.000000 Penalty: 6041.165527
	Iteration 52Q: 3 clusters Score -2.397277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191680 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -23972778.000000 Penalty: 6041.165527
	Iteration 53Q: 3 clusters Score -2.397278e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191689 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -23972768.000000 Penalty: 6041.165527
	Iteration 54Q: 3 clusters Score -2.397277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191693 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -23972742.000000 Penalty: 6041.165527
	Iteration 55Q: 3 clusters Score -2.397274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191703 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -23972750.000000 Penalty: 6041.165527
	Iteration 56Q: 3 clusters Score -2.397275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191714 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -23972760.000000 Penalty: 6041.165527
	Iteration 57Q: 3 clusters Score -2.397276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191724 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -23972758.000000 Penalty: 6041.165527
	Iteration 58Q: 3 clusters Score -2.397276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191732 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -23972766.000000 Penalty: 6041.165527
	Iteration 59Q: 3 clusters Score -2.397277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191738 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -23972758.000000 Penalty: 6041.165527
	Iteration 60F: 3 clusters Score -2.397276e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191747 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -23972780.000000 Penalty: 6041.165527
	Iteration 61Q: 3 clusters Score -2.397278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191753 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -23972770.000000 Penalty: 6041.165527
	Iteration 62Q: 3 clusters Score -2.397277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191756 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -23972770.000000 Penalty: 6041.165527
	Iteration 63Q: 3 clusters Score -2.397277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191757 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -23972768.000000 Penalty: 6041.165527
	Iteration 64Q: 3 clusters Score -2.397277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191759 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -23972770.000000 Penalty: 6041.165527
	Iteration 65Q: 3 clusters Score -2.397277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191762 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -23972768.000000 Penalty: 6041.165527
	Iteration 66Q: 3 clusters Score -2.397277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191763 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -23972780.000000 Penalty: 6041.165527
	Iteration 67Q: 3 clusters Score -2.397278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191763 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -23972780.000000 Penalty: 6041.165527
	Iteration 68F: 3 clusters Score -2.397278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Entering Unmasked Estep 
Score: -987226.937500 Penalty: 2240.658936
	Iteration 0F: 2 clusters Score -987226.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -980579.000000 Penalty: 4481.317871
	Iteration 0F: 3 clusters Score -980579 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -982492.687500 Penalty: 4481.317871
	Iteration 1F: 3 clusters Score -982492.7 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -982962.625000 Penalty: 4481.317871
	Iteration 2F: 3 clusters Score -982962.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -983540.875000 Penalty: 4481.317871
	Iteration 3F: 3 clusters Score -983540.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -984200.375000 Penalty: 4481.317871
	Iteration 4F: 3 clusters Score -984200.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -984872.062500 Penalty: 4481.317871
	Iteration 5F: 3 clusters Score -984872.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -985456.187500 Penalty: 4481.317871
	Iteration 6F: 3 clusters Score -985456.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -985925.875000 Penalty: 4481.317871
	Iteration 7F: 3 clusters Score -985925.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -986297.875000 Penalty: 4481.317871
	Iteration 8Q: 3 clusters Score -986297.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -986599.250000 Penalty: 4481.317871
	Iteration 9Q: 3 clusters Score -986599.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -986809.812500 Penalty: 4481.317871
	Iteration 10Q: 3 clusters Score -986809.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -986921.625000 Penalty: 4481.317871
	Iteration 11Q: 3 clusters Score -986921.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -986963.062500 Penalty: 4481.317871
	Iteration 12Q: 3 clusters Score -986963.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -986998.500000 Penalty: 4481.317871
	Iteration 13Q: 3 clusters Score -986998.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -987016.562500 Penalty: 4481.317871
	Iteration 14Q: 3 clusters Score -987016.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -987026.937500 Penalty: 4481.317871
	Iteration 15Q: 3 clusters Score -987026.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -987032.812500 Penalty: 4481.317871
	Iteration 16Q: 3 clusters Score -987032.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -987036.187500 Penalty: 4481.317871
	Iteration 17Q: 3 clusters Score -987036.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -987039.937500 Penalty: 4481.317871
	Iteration 18Q: 3 clusters Score -987039.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -987040.437500 Penalty: 4481.317871
	Iteration 19Q: 3 clusters Score -987040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -987041.125000 Penalty: 4481.317871
	Iteration 20F: 3 clusters Score -987041.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Entering Unmasked Estep 
Score: -6133751.000000 Penalty: 2689.186523
	Iteration 0F: 2 clusters Score -6133751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -6099249.500000 Penalty: 5378.373047
	Iteration 0F: 3 clusters Score -6099250 nChanged 23679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -6112575.000000 Penalty: 5378.373047
	Iteration 1F: 3 clusters Score -6112575 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -6113226.500000 Penalty: 5378.373047
	Iteration 2Q: 3 clusters Score -6113226 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -6114255.000000 Penalty: 5378.373047
	Iteration 3Q: 3 clusters Score -6114255 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -6115554.500000 Penalty: 5378.373047
	Iteration 4Q: 3 clusters Score -6115554 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -6117415.000000 Penalty: 5378.373047
	Iteration 5F: 3 clusters Score -6117415 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -6119760.000000 Penalty: 5378.373047
	Iteration 6F: 3 clusters Score -6119760 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -6122082.500000 Penalty: 5378.373047
	Iteration 7F: 3 clusters Score -6122082 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -6124025.000000 Penalty: 5378.373047
	Iteration 8F: 3 clusters Score -6124025 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -6125355.000000 Penalty: 5378.373047
	Iteration 9F: 3 clusters Score -6125355 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -6126193.000000 Penalty: 5378.373047
	Iteration 10Q: 3 clusters Score -6126193 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -6126635.000000 Penalty: 5378.373047
	Iteration 11Q: 3 clusters Score -6126635 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -6126850.000000 Penalty: 5378.373047
	Iteration 12Q: 3 clusters Score -6126850 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -6126920.500000 Penalty: 5378.373047
	Iteration 13Q: 3 clusters Score -6126920 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -6126994.000000 Penalty: 5378.373047
	Iteration 14Q: 3 clusters Score -6126994 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -6127043.000000 Penalty: 5378.373047
	Iteration 15Q: 3 clusters Score -6127043 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -6127054.500000 Penalty: 5378.373047
	Iteration 16Q: 3 clusters Score -6127054 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -6127053.000000 Penalty: 5378.373047
	Iteration 17Q: 3 clusters Score -6127053 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -6127070.000000 Penalty: 5378.373047
	Iteration 18Q: 3 clusters Score -6127070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -6127066.000000 Penalty: 5378.373047
	Iteration 19Q: 3 clusters Score -6127066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -6127063.000000 Penalty: 5378.373047
	Iteration 20F: 3 clusters Score -6127063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -6127065.000000 Penalty: 5378.373047
	Iteration 21Q: 3 clusters Score -6127065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -6127069.500000 Penalty: 5378.373047
	Iteration 22Q: 3 clusters Score -6127070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -6127063.000000 Penalty: 5378.373047
	Iteration 23Q: 3 clusters Score -6127063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -6127047.500000 Penalty: 5378.373047
	Iteration 24Q: 3 clusters Score -6127048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -6127055.000000 Penalty: 5378.373047
	Iteration 25Q: 3 clusters Score -6127055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -6127059.000000 Penalty: 5378.373047
	Iteration 26Q: 3 clusters Score -6127059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -6127058.500000 Penalty: 5378.373047
	Iteration 27Q: 3 clusters Score -6127058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -6127047.000000 Penalty: 5378.373047
	Iteration 28Q: 3 clusters Score -6127047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -6127040.000000 Penalty: 5378.373047
	Iteration 29Q: 3 clusters Score -6127040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -6127040.500000 Penalty: 5378.373047
	Iteration 30Q: 3 clusters Score -6127040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -6127041.000000 Penalty: 5378.373047
	Iteration 31Q: 3 clusters Score -6127041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -6127038.000000 Penalty: 5378.373047
	Iteration 32Q: 3 clusters Score -6127038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -6127034.500000 Penalty: 5378.373047
	Iteration 33Q: 3 clusters Score -6127034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -6127032.500000 Penalty: 5378.373047
	Iteration 34Q: 3 clusters Score -6127032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -6127030.000000 Penalty: 5378.373047
	Iteration 35Q: 3 clusters Score -6127030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -6127032.000000 Penalty: 5378.373047
	Iteration 36Q: 3 clusters Score -6127032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -6127032.000000 Penalty: 5378.373047
	Iteration 37Q: 3 clusters Score -6127032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -6127034.000000 Penalty: 5378.373047
	Iteration 38Q: 3 clusters Score -6127034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -6127034.000000 Penalty: 5378.373047
	Iteration 39F: 3 clusters Score -6127034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Entering Unmasked Estep 
Score: -7911648.000000 Penalty: 2746.901855
	Iteration 0F: 2 clusters Score -7911648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -7868431.000000 Penalty: 5493.803711
	Iteration 0F: 3 clusters Score -7868431 nChanged 30240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -7885267.500000 Penalty: 5493.803711
	Iteration 1F: 3 clusters Score -7885268 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -7886543.000000 Penalty: 5493.803711
	Iteration 2Q: 3 clusters Score -7886543 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -7888980.000000 Penalty: 5493.803711
	Iteration 3F: 3 clusters Score -7888980 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -7893425.000000 Penalty: 5493.803711
	Iteration 4F: 3 clusters Score -7893425 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -7898908.500000 Penalty: 5493.803711
	Iteration 5F: 3 clusters Score -7898908 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -7903303.500000 Penalty: 5493.803711
	Iteration 6F: 3 clusters Score -7903304 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -7905785.500000 Penalty: 5493.803711
	Iteration 7F: 3 clusters Score -7905786 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -7906936.000000 Penalty: 5493.803711
	Iteration 8Q: 3 clusters Score -7906936 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -7907445.000000 Penalty: 5493.803711
	Iteration 9Q: 3 clusters Score -7907445 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -7907694.500000 Penalty: 5493.803711
	Iteration 10Q: 3 clusters Score -7907694 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -7907880.500000 Penalty: 5493.803711
	Iteration 11Q: 3 clusters Score -7907880 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -7908041.500000 Penalty: 5493.803711
	Iteration 12Q: 3 clusters Score -7908042 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -7908151.500000 Penalty: 5493.803711
	Iteration 13Q: 3 clusters Score -7908152 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -7908250.500000 Penalty: 5493.803711
	Iteration 14Q: 3 clusters Score -7908250 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -7908301.000000 Penalty: 5493.803711
	Iteration 15Q: 3 clusters Score -7908301 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -7908397.000000 Penalty: 5493.803711
	Iteration 16Q: 3 clusters Score -7908397 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -7908465.500000 Penalty: 5493.803711
	Iteration 17Q: 3 clusters Score -7908466 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -7908560.500000 Penalty: 5493.803711
	Iteration 18Q: 3 clusters Score -7908560 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -7908654.500000 Penalty: 5493.803711
	Iteration 19Q: 3 clusters Score -7908654 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -7908723.500000 Penalty: 5493.803711
	Iteration 20F: 3 clusters Score -7908724 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -7908768.000000 Penalty: 5493.803711
	Iteration 21Q: 3 clusters Score -7908768 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -7908903.500000 Penalty: 5493.803711
	Iteration 22Q: 3 clusters Score -7908904 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -7909052.500000 Penalty: 5493.803711
	Iteration 23Q: 3 clusters Score -7909052 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -7909179.000000 Penalty: 5493.803711
	Iteration 24Q: 3 clusters Score -7909179 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 53518 members 
Entering Unmasked Estep 
Score: -7909361.000000 Penalty: 5493.803711
	Iteration 25Q: 3 clusters Score -7909361 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -7909536.000000 Penalty: 5493.803711
	Iteration 26Q: 3 clusters Score -7909536 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 54898 members 
Entering Unmasked Estep 
Score: -7909715.500000 Penalty: 5493.803711
	Iteration 27Q: 3 clusters Score -7909716 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 55586 members 
Entering Unmasked Estep 
Score: -7909902.000000 Penalty: 5493.803711
	Iteration 28Q: 3 clusters Score -7909902 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -7910116.500000 Penalty: 5493.803711
	Iteration 29Q: 3 clusters Score -7910116 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 56957 members 
Entering Unmasked Estep 
Score: -7910317.000000 Penalty: 5493.803711
	Iteration 30Q: 3 clusters Score -7910317 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
Score: -7910446.000000 Penalty: 5493.803711
	Iteration 31Q: 3 clusters Score -7910446 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -7910548.000000 Penalty: 5493.803711
	Iteration 32Q: 3 clusters Score -7910548 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 58472 members 
Entering Unmasked Estep 
Score: -7910613.500000 Penalty: 5493.803711
	Iteration 33Q: 3 clusters Score -7910614 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -7910686.000000 Penalty: 5493.803711
	Iteration 34Q: 3 clusters Score -7910686 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
Score: -7910738.500000 Penalty: 5493.803711
	Iteration 35Q: 3 clusters Score -7910738 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
Score: -7910810.500000 Penalty: 5493.803711
	Iteration 36Q: 3 clusters Score -7910810 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -7910821.000000 Penalty: 5493.803711
	Iteration 37Q: 3 clusters Score -7910821 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 59750 members 
Entering Unmasked Estep 
Score: -7910857.500000 Penalty: 5493.803711
	Iteration 38Q: 3 clusters Score -7910858 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -7910853.500000 Penalty: 5493.803711
	Iteration 39Q: 3 clusters Score -7910854 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -7910880.000000 Penalty: 5493.803711
	Iteration 40F: 3 clusters Score -7910880 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 60127 members 
Entering Unmasked Estep 
Score: -7910903.500000 Penalty: 5493.803711
	Iteration 41Q: 3 clusters Score -7910904 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -7910911.000000 Penalty: 5493.803711
	Iteration 42Q: 3 clusters Score -7910911 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 60277 members 
Entering Unmasked Estep 
Score: -7910922.500000 Penalty: 5493.803711
	Iteration 43Q: 3 clusters Score -7910922 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 60333 members 
Entering Unmasked Estep 
Score: -7910920.000000 Penalty: 5493.803711
	Iteration 44Q: 3 clusters Score -7910920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 60381 members 
Entering Unmasked Estep 
Score: -7910925.500000 Penalty: 5493.803711
	Iteration 45Q: 3 clusters Score -7910926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
Score: -7910907.500000 Penalty: 5493.803711
	Iteration 46Q: 3 clusters Score -7910908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
Score: -7910909.500000 Penalty: 5493.803711
	Iteration 47Q: 3 clusters Score -7910910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -7910909.000000 Penalty: 5493.803711
	Iteration 48Q: 3 clusters Score -7910909 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -7910910.500000 Penalty: 5493.803711
	Iteration 49Q: 3 clusters Score -7910910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 60554 members 
Entering Unmasked Estep 
Score: -7910923.500000 Penalty: 5493.803711
	Iteration 50Q: 3 clusters Score -7910924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 60591 members 
Entering Unmasked Estep 
Score: -7910921.500000 Penalty: 5493.803711
	Iteration 51Q: 3 clusters Score -7910922 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -7910930.000000 Penalty: 5493.803711
	Iteration 52Q: 3 clusters Score -7910930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -7910928.000000 Penalty: 5493.803711
	Iteration 53Q: 3 clusters Score -7910928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 60694 members 
Entering Unmasked Estep 
Score: -7910927.500000 Penalty: 5493.803711
	Iteration 54Q: 3 clusters Score -7910928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -7910937.000000 Penalty: 5493.803711
	Iteration 55Q: 3 clusters Score -7910937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -7910935.000000 Penalty: 5493.803711
	Iteration 56Q: 3 clusters Score -7910935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 60764 members 
Entering Unmasked Estep 
Score: -7910940.000000 Penalty: 5493.803711
	Iteration 57Q: 3 clusters Score -7910940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -7910936.000000 Penalty: 5493.803711
	Iteration 58Q: 3 clusters Score -7910936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 60796 members 
Entering Unmasked Estep 
Score: -7910938.500000 Penalty: 5493.803711
	Iteration 59Q: 3 clusters Score -7910938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -7910937.500000 Penalty: 5493.803711
	Iteration 60F: 3 clusters Score -7910938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 60810 members 
Entering Unmasked Estep 
Score: -7910941.000000 Penalty: 5493.803711
	Iteration 61Q: 3 clusters Score -7910941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -7910934.500000 Penalty: 5493.803711
	Iteration 62Q: 3 clusters Score -7910934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 60815 members 
Entering Unmasked Estep 
Score: -7910935.500000 Penalty: 5493.803711
	Iteration 63Q: 3 clusters Score -7910936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -7910935.500000 Penalty: 5493.803711
	Iteration 64Q: 3 clusters Score -7910936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 60818 members 
Entering Unmasked Estep 
Score: -7910940.500000 Penalty: 5493.803711
	Iteration 65Q: 3 clusters Score -7910940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 60820 members 
Entering Unmasked Estep 
Score: -7910944.500000 Penalty: 5493.803711
	Iteration 66Q: 3 clusters Score -7910944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 60821 members 
Entering Unmasked Estep 
Score: -7910946.000000 Penalty: 5493.803711
	Iteration 67Q: 3 clusters Score -7910946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
Score: -7910948.000000 Penalty: 5493.803711
	Iteration 68Q: 3 clusters Score -7910948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -7910948.500000 Penalty: 5493.803711
	Iteration 69Q: 3 clusters Score -7910948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -7910948.500000 Penalty: 5493.803711
	Iteration 70F: 3 clusters Score -7910948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -5625.593750 Penalty: 1089.823364
	Iteration 0F: 2 clusters Score -5625.594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 40 members 
Entering Unmasked Estep 
Score: -5000.519043 Penalty: 2179.646729
	Iteration 0F: 3 clusters Score -5000.519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Entering Unmasked Estep 
Score: -542984.437500 Penalty: 2093.197510
	Iteration 0F: 2 clusters Score -542984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -538745.937500 Penalty: 4186.395020
	Iteration 0F: 3 clusters Score -538745.9 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -539892.625000 Penalty: 4186.395020
	Iteration 1F: 3 clusters Score -539892.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -540284.812500 Penalty: 4186.395020
	Iteration 2F: 3 clusters Score -540284.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -540631.437500 Penalty: 4186.395020
	Iteration 3F: 3 clusters Score -540631.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -541015.625000 Penalty: 4186.395020
	Iteration 4F: 3 clusters Score -541015.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -541313.187500 Penalty: 4186.395020
	Iteration 5F: 3 clusters Score -541313.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -541538.875000 Penalty: 4186.395020
	Iteration 6F: 3 clusters Score -541538.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -541681.312500 Penalty: 4186.395020
	Iteration 7Q: 3 clusters Score -541681.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -541748.625000 Penalty: 4186.395020
	Iteration 8Q: 3 clusters Score -541748.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -541782.125000 Penalty: 4186.395020
	Iteration 9Q: 3 clusters Score -541782.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -541801.937500 Penalty: 4186.395020
	Iteration 10Q: 3 clusters Score -541801.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -541819.562500 Penalty: 4186.395020
	Iteration 11Q: 3 clusters Score -541819.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -541832.125000 Penalty: 4186.395020
	Iteration 12Q: 3 clusters Score -541832.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -541845.437500 Penalty: 4186.395020
	Iteration 13Q: 3 clusters Score -541845.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -541854.687500 Penalty: 4186.395020
	Iteration 14Q: 3 clusters Score -541854.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -541860.500000 Penalty: 4186.395020
	Iteration 15Q: 3 clusters Score -541860.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -541865.187500 Penalty: 4186.395020
	Iteration 16Q: 3 clusters Score -541865.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -541867.750000 Penalty: 4186.395020
	Iteration 17Q: 3 clusters Score -541867.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -541870.000000 Penalty: 4186.395020
	Iteration 18Q: 3 clusters Score -541870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -541871.000000 Penalty: 4186.395020
	Iteration 19Q: 3 clusters Score -541871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -541871.750000 Penalty: 4186.395020
	Iteration 20F: 3 clusters Score -541871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -541872.312500 Penalty: 4186.395020
	Iteration 21Q: 3 clusters Score -541872.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -541872.312500 Penalty: 4186.395020
	Iteration 22F: 3 clusters Score -541872.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -81457.390625 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -81457.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79735.351562 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -79735.35 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -80060.898438 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -80060.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -80256.226562 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -80256.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -80377.265625 Penalty: 3306.179199
	Iteration 3Q: 3 clusters Score -80377.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -80517.734375 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -80517.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -80586.875000 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -80586.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80685.976562 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -80685.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -80718.335938 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -80718.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -80734.921875 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -80734.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -80754.031250 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -80754.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -80770.890625 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -80770.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -80806.859375 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -80806.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -80857.687500 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -80857.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80910.304688 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -80910.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -80942.867188 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -80942.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -80970.000000 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -80970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -80986.539062 Penalty: 3306.179199
	Iteration 16Q: 3 clusters Score -80986.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80998.351562 Penalty: 3306.179199
	Iteration 17Q: 3 clusters Score -80998.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -81009.390625 Penalty: 3306.179199
	Iteration 18Q: 3 clusters Score -81009.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -81015.398438 Penalty: 3306.179199
	Iteration 19Q: 3 clusters Score -81015.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81025.500000 Penalty: 3306.179199
	Iteration 20F: 3 clusters Score -81025.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81039.234375 Penalty: 3306.179199
	Iteration 21Q: 3 clusters Score -81039.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -81041.171875 Penalty: 3306.179199
	Iteration 22Q: 3 clusters Score -81041.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -81041.171875 Penalty: 3306.179199
	Iteration 23F: 3 clusters Score -81041.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -139476.812500 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -139476.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -137467.234375 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -137467.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -137769.375000 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -137769.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -137846.718750 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -137846.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -137866.437500 Penalty: 3492.540283
	Iteration 3Q: 3 clusters Score -137866.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -137876.921875 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -137876.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -137881.609375 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -137881.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -137885.250000 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -137885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -137886.187500 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -137886.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -137887.718750 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -137887.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -137888.828125 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -137888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -137888.828125 Penalty: 3492.540283
	Iteration 10F: 3 clusters Score -137888.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (44728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Entering Unmasked Estep 
Score: -5555269.000000 Penalty: 2655.672119
	Iteration 0F: 2 clusters Score -5555269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -5525201.500000 Penalty: 5311.344238
	Iteration 0F: 3 clusters Score -5525202 nChanged 20407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -5536381.500000 Penalty: 5311.344238
	Iteration 1F: 3 clusters Score -5536382 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -5537095.500000 Penalty: 5311.344238
	Iteration 2Q: 3 clusters Score -5537096 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -5537792.500000 Penalty: 5311.344238
	Iteration 3Q: 3 clusters Score -5537792 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -5538672.500000 Penalty: 5311.344238
	Iteration 4Q: 3 clusters Score -5538672 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -5539895.000000 Penalty: 5311.344238
	Iteration 5F: 3 clusters Score -5539895 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -5541596.500000 Penalty: 5311.344238
	Iteration 6F: 3 clusters Score -5541596 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -5543805.000000 Penalty: 5311.344238
	Iteration 7F: 3 clusters Score -5543805 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -5546168.500000 Penalty: 5311.344238
	Iteration 8F: 3 clusters Score -5546168 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -5548230.000000 Penalty: 5311.344238
	Iteration 9F: 3 clusters Score -5548230 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -5549817.500000 Penalty: 5311.344238
	Iteration 10Q: 3 clusters Score -5549818 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -5550847.500000 Penalty: 5311.344238
	Iteration 11Q: 3 clusters Score -5550848 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -5551478.500000 Penalty: 5311.344238
	Iteration 12Q: 3 clusters Score -5551478 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -5551832.500000 Penalty: 5311.344238
	Iteration 13Q: 3 clusters Score -5551832 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -5552096.000000 Penalty: 5311.344238
	Iteration 14Q: 3 clusters Score -5552096 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -5552289.500000 Penalty: 5311.344238
	Iteration 15Q: 3 clusters Score -5552290 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -5552467.000000 Penalty: 5311.344238
	Iteration 16Q: 3 clusters Score -5552467 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5552596.500000 Penalty: 5311.344238
	Iteration 17Q: 3 clusters Score -5552596 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5552656.500000 Penalty: 5311.344238
	Iteration 18Q: 3 clusters Score -5552656 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5552723.000000 Penalty: 5311.344238
	Iteration 19Q: 3 clusters Score -5552723 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5552785.500000 Penalty: 5311.344238
	Iteration 20F: 3 clusters Score -5552786 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5552841.000000 Penalty: 5311.344238
	Iteration 21Q: 3 clusters Score -5552841 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5552891.000000 Penalty: 5311.344238
	Iteration 22Q: 3 clusters Score -5552891 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5552934.500000 Penalty: 5311.344238
	Iteration 23Q: 3 clusters Score -5552934 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5552973.500000 Penalty: 5311.344238
	Iteration 24Q: 3 clusters Score -5552974 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5553005.000000 Penalty: 5311.344238
	Iteration 25Q: 3 clusters Score -5553005 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -5553034.500000 Penalty: 5311.344238
	Iteration 26Q: 3 clusters Score -5553034 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5553062.000000 Penalty: 5311.344238
	Iteration 27Q: 3 clusters Score -5553062 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5553090.000000 Penalty: 5311.344238
	Iteration 28Q: 3 clusters Score -5553090 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5553113.000000 Penalty: 5311.344238
	Iteration 29Q: 3 clusters Score -5553113 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5553126.500000 Penalty: 5311.344238
	Iteration 30Q: 3 clusters Score -5553126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5553132.000000 Penalty: 5311.344238
	Iteration 31Q: 3 clusters Score -5553132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5553155.500000 Penalty: 5311.344238
	Iteration 32Q: 3 clusters Score -5553156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5553155.500000 Penalty: 5311.344238
	Iteration 33Q: 3 clusters Score -5553156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -5553165.000000 Penalty: 5311.344238
	Iteration 34Q: 3 clusters Score -5553165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5553172.000000 Penalty: 5311.344238
	Iteration 35Q: 3 clusters Score -5553172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5553177.000000 Penalty: 5311.344238
	Iteration 36Q: 3 clusters Score -5553177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5553190.500000 Penalty: 5311.344238
	Iteration 37Q: 3 clusters Score -5553190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5553196.500000 Penalty: 5311.344238
	Iteration 38Q: 3 clusters Score -5553196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5553207.000000 Penalty: 5311.344238
	Iteration 39Q: 3 clusters Score -5553207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5553210.000000 Penalty: 5311.344238
	Iteration 40F: 3 clusters Score -5553210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5553217.000000 Penalty: 5311.344238
	Iteration 41Q: 3 clusters Score -5553217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5553227.500000 Penalty: 5311.344238
	Iteration 42Q: 3 clusters Score -5553228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5553229.500000 Penalty: 5311.344238
	Iteration 43Q: 3 clusters Score -5553230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5553235.000000 Penalty: 5311.344238
	Iteration 44Q: 3 clusters Score -5553235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5553245.500000 Penalty: 5311.344238
	Iteration 45Q: 3 clusters Score -5553246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5553251.000000 Penalty: 5311.344238
	Iteration 46Q: 3 clusters Score -5553251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5553250.000000 Penalty: 5311.344238
	Iteration 47Q: 3 clusters Score -5553250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5553245.000000 Penalty: 5311.344238
	Iteration 48Q: 3 clusters Score -5553245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5553245.500000 Penalty: 5311.344238
	Iteration 49Q: 3 clusters Score -5553246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5553248.500000 Penalty: 5311.344238
	Iteration 50Q: 3 clusters Score -5553248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5553255.500000 Penalty: 5311.344238
	Iteration 51Q: 3 clusters Score -5553256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5553259.000000 Penalty: 5311.344238
	Iteration 52Q: 3 clusters Score -5553259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5553262.000000 Penalty: 5311.344238
	Iteration 53Q: 3 clusters Score -5553262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5553261.500000 Penalty: 5311.344238
	Iteration 54Q: 3 clusters Score -5553262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5553260.500000 Penalty: 5311.344238
	Iteration 55Q: 3 clusters Score -5553260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5553255.000000 Penalty: 5311.344238
	Iteration 56Q: 3 clusters Score -5553255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5553256.500000 Penalty: 5311.344238
	Iteration 57Q: 3 clusters Score -5553256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5553253.500000 Penalty: 5311.344238
	Iteration 58Q: 3 clusters Score -5553254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5553253.500000 Penalty: 5311.344238
	Iteration 59F: 3 clusters Score -5553254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -34066.539062 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -34066.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32746.562500 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -32746.56 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32875.316406 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -32875.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32928.031250 Penalty: 2892.613770
	Iteration 2Q: 3 clusters Score -32928.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32964.597656 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -32964.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32991.011719 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -32991.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33004.617188 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -33004.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33017.519531 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -33017.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33021.746094 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -33021.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33021.746094 Penalty: 2892.613770
	Iteration 8F: 3 clusters Score -33021.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -69587.585938 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -69587.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68122.585938 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -68122.59 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -68497.125000 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -68497.12 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -68760.070312 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -68760.07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -68885.507812 Penalty: 3200.998047
	Iteration 3F: 3 clusters Score -68885.51 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -68979.820312 Penalty: 3200.998047
	Iteration 4F: 3 clusters Score -68979.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -69081.968750 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -69081.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -69162.421875 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -69162.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -69198.414062 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -69198.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -69255.867188 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -69255.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -69266.140625 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -69266.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -69273.289062 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -69273.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -69294.796875 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -69294.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -69336.710938 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -69336.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -69358.085938 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -69358.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -69384.500000 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -69384.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -69405.328125 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -69405.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -69416.304688 Penalty: 3200.998047
	Iteration 16Q: 3 clusters Score -69416.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -69431.593750 Penalty: 3200.998047
	Iteration 17Q: 3 clusters Score -69431.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -69431.593750 Penalty: 3200.998047
	Iteration 18F: 3 clusters Score -69431.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -204056.015625 Penalty: 1837.916138
	Iteration 0F: 2 clusters Score -204056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -201686.140625 Penalty: 3675.832275
	Iteration 0F: 3 clusters Score -201686.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -202062.875000 Penalty: 3675.832275
	Iteration 1F: 3 clusters Score -202062.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -202167.343750 Penalty: 3675.832275
	Iteration 2F: 3 clusters Score -202167.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -202223.078125 Penalty: 3675.832275
	Iteration 3Q: 3 clusters Score -202223.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -202260.203125 Penalty: 3675.832275
	Iteration 4Q: 3 clusters Score -202260.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -202282.046875 Penalty: 3675.832275
	Iteration 5Q: 3 clusters Score -202282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -202292.765625 Penalty: 3675.832275
	Iteration 6Q: 3 clusters Score -202292.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -202300.265625 Penalty: 3675.832275
	Iteration 7Q: 3 clusters Score -202300.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -202305.421875 Penalty: 3675.832275
	Iteration 8Q: 3 clusters Score -202305.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -202310.312500 Penalty: 3675.832275
	Iteration 9Q: 3 clusters Score -202310.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -202315.281250 Penalty: 3675.832275
	Iteration 10Q: 3 clusters Score -202315.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -202322.265625 Penalty: 3675.832275
	Iteration 11Q: 3 clusters Score -202322.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -202328.390625 Penalty: 3675.832275
	Iteration 12Q: 3 clusters Score -202328.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -202332.015625 Penalty: 3675.832275
	Iteration 13Q: 3 clusters Score -202332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -202335.500000 Penalty: 3675.832275
	Iteration 14Q: 3 clusters Score -202335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -202336.718750 Penalty: 3675.832275
	Iteration 15Q: 3 clusters Score -202336.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -202337.000000 Penalty: 3675.832275
	Iteration 16Q: 3 clusters Score -202337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -202337.671875 Penalty: 3675.832275
	Iteration 17Q: 3 clusters Score -202337.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -202337.671875 Penalty: 3675.832275
	Iteration 18F: 3 clusters Score -202337.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -57570.035156 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -57570.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56061.863281 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -56061.86 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56249.207031 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -56249.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56321.855469 Penalty: 3086.397705
	Iteration 2Q: 3 clusters Score -56321.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56370.597656 Penalty: 3086.397705
	Iteration 3Q: 3 clusters Score -56370.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56404.085938 Penalty: 3086.397705
	Iteration 4Q: 3 clusters Score -56404.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56422.550781 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -56422.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56473.640625 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -56473.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56499.203125 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -56499.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56519.332031 Penalty: 3086.397705
	Iteration 8Q: 3 clusters Score -56519.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56537.707031 Penalty: 3086.397705
	Iteration 9Q: 3 clusters Score -56537.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56557.371094 Penalty: 3086.397705
	Iteration 10Q: 3 clusters Score -56557.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56577.531250 Penalty: 3086.397705
	Iteration 11Q: 3 clusters Score -56577.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56587.085938 Penalty: 3086.397705
	Iteration 12Q: 3 clusters Score -56587.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56595.546875 Penalty: 3086.397705
	Iteration 13Q: 3 clusters Score -56595.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -56597.261719 Penalty: 3086.397705
	Iteration 14Q: 3 clusters Score -56597.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56598.250000 Penalty: 3086.397705
	Iteration 15Q: 3 clusters Score -56598.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56598.250000 Penalty: 3086.397705
	Iteration 16F: 3 clusters Score -56598.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -11169.950195 Penalty: 1203.303467
	Iteration 0F: 2 clusters Score -11169.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10249.745117 Penalty: 2406.606934
	Iteration 0F: 3 clusters Score -10249.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10278.113281 Penalty: 2406.606934
	Iteration 1Q: 3 clusters Score -10278.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10278.113281 Penalty: 2406.606934
	Iteration 2F: 3 clusters Score -10278.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -217527.890625 Penalty: 1853.743408
	Iteration 0F: 2 clusters Score -217527.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -215045.171875 Penalty: 3707.486816
	Iteration 0F: 3 clusters Score -215045.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -215456.765625 Penalty: 3707.486816
	Iteration 1F: 3 clusters Score -215456.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -215557.828125 Penalty: 3707.486816
	Iteration 2F: 3 clusters Score -215557.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -215622.562500 Penalty: 3707.486816
	Iteration 3Q: 3 clusters Score -215622.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -215668.531250 Penalty: 3707.486816
	Iteration 4Q: 3 clusters Score -215668.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -215695.296875 Penalty: 3707.486816
	Iteration 5Q: 3 clusters Score -215695.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -215708.343750 Penalty: 3707.486816
	Iteration 6Q: 3 clusters Score -215708.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -215720.468750 Penalty: 3707.486816
	Iteration 7Q: 3 clusters Score -215720.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -215729.343750 Penalty: 3707.486816
	Iteration 8Q: 3 clusters Score -215729.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -215735.812500 Penalty: 3707.486816
	Iteration 9Q: 3 clusters Score -215735.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -215741.703125 Penalty: 3707.486816
	Iteration 10Q: 3 clusters Score -215741.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -215747.343750 Penalty: 3707.486816
	Iteration 11Q: 3 clusters Score -215747.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -215756.281250 Penalty: 3707.486816
	Iteration 12Q: 3 clusters Score -215756.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -215761.171875 Penalty: 3707.486816
	Iteration 13Q: 3 clusters Score -215761.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -215760.984375 Penalty: 3707.486816
	Iteration 14Q: 3 clusters Score -215761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -215761.734375 Penalty: 3707.486816
	Iteration 15Q: 3 clusters Score -215761.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -215762.156250 Penalty: 3707.486816
	Iteration 16Q: 3 clusters Score -215762.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -215763.156250 Penalty: 3707.486816
	Iteration 17Q: 3 clusters Score -215763.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -215764.484375 Penalty: 3707.486816
	Iteration 18Q: 3 clusters Score -215764.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -215766.812500 Penalty: 3707.486816
	Iteration 19Q: 3 clusters Score -215766.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -215767.484375 Penalty: 3707.486816
	Iteration 20F: 3 clusters Score -215767.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -42872.222656 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -42872.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -41493.906250 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -41493.91 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41731.468750 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -41731.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41831.796875 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -41831.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41889.140625 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -41889.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41926.773438 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -41926.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42008.554688 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -42008.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42092.320312 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -42092.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42166.445312 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -42166.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42249.675781 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -42249.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42284.167969 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -42284.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42314.621094 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -42314.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42389.070312 Penalty: 3044.312744
	Iteration 11Q: 3 clusters Score -42389.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42433.902344 Penalty: 3044.312744
	Iteration 12Q: 3 clusters Score -42433.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42461.839844 Penalty: 3044.312744
	Iteration 13Q: 3 clusters Score -42461.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -42488.460938 Penalty: 3044.312744
	Iteration 14Q: 3 clusters Score -42488.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42494.578125 Penalty: 3044.312744
	Iteration 15Q: 3 clusters Score -42494.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42502.660156 Penalty: 3044.312744
	Iteration 16Q: 3 clusters Score -42502.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -42502.660156 Penalty: 3044.312744
	Iteration 17F: 3 clusters Score -42502.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240370 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159543 members 
Mstep: Class 12 contains 68012 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197637 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194808 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51200 members 
Mstep: Class 22 contains 64616 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44728 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075776.000000 Penalty: 118343.976562
Iteration 359Q: 35 clusters Score -1.480758e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57258 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240369 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159541 members 
Mstep: Class 12 contains 68012 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197636 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194812 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51200 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44730 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075776.000000 Penalty: 118343.976562
Iteration 360F: 35 clusters Score -1.480758e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57258 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240368 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159540 members 
Mstep: Class 12 contains 68011 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197635 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194814 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51200 members 
Mstep: Class 22 contains 64615 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44732 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075792.000000 Penalty: 118343.976562
Iteration 361Q: 35 clusters Score -1.480758e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57258 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240368 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159539 members 
Mstep: Class 12 contains 68013 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197635 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194816 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51200 members 
Mstep: Class 22 contains 64614 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44730 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075744.000000 Penalty: 118343.976562
Iteration 362Q: 35 clusters Score -1.480757e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57257 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240366 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159538 members 
Mstep: Class 12 contains 68013 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197635 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194819 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51200 members 
Mstep: Class 22 contains 64614 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44731 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075712.000000 Penalty: 118343.976562
Iteration 363Q: 35 clusters Score -1.480757e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240365 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159537 members 
Mstep: Class 12 contains 68013 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197634 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194822 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51199 members 
Mstep: Class 22 contains 64614 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44730 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075728.000000 Penalty: 118343.976562
Iteration 364Q: 35 clusters Score -1.480757e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240366 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159537 members 
Mstep: Class 12 contains 68015 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197634 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194822 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51198 members 
Mstep: Class 22 contains 64614 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44728 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075696.000000 Penalty: 118343.976562
Iteration 365Q: 35 clusters Score -1.480757e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240369 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159536 members 
Mstep: Class 12 contains 68015 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197633 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194825 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51198 members 
Mstep: Class 22 contains 64613 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44725 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075744.000000 Penalty: 118343.976562
Iteration 366Q: 35 clusters Score -1.480757e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240374 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159536 members 
Mstep: Class 12 contains 68014 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197633 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194828 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51198 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44720 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075792.000000 Penalty: 118343.976562
Iteration 367Q: 35 clusters Score -1.480758e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57258 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240374 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159535 members 
Mstep: Class 12 contains 68016 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197632 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194832 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51198 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44717 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075744.000000 Penalty: 118343.976562
Iteration 368Q: 35 clusters Score -1.480757e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57258 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240374 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159533 members 
Mstep: Class 12 contains 68016 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197632 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194835 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51198 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44716 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075696.000000 Penalty: 118343.976562
Iteration 369Q: 35 clusters Score -1.480757e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240371 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159534 members 
Mstep: Class 12 contains 68015 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197631 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194838 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51198 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44716 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075664.000000 Penalty: 118343.976562
Iteration 370Q: 35 clusters Score -1.480757e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240368 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159535 members 
Mstep: Class 12 contains 68015 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197631 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194840 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51198 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44716 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075712.000000 Penalty: 118343.976562
Iteration 371Q: 35 clusters Score -1.480757e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240366 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159534 members 
Mstep: Class 12 contains 68015 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197632 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194843 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51198 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44715 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075696.000000 Penalty: 118343.976562
Iteration 372Q: 35 clusters Score -1.480757e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240364 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159533 members 
Mstep: Class 12 contains 68015 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197633 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194846 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51198 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44714 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075696.000000 Penalty: 118343.976562
Iteration 373Q: 35 clusters Score -1.480757e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240364 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159533 members 
Mstep: Class 12 contains 68015 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197632 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194846 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51198 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44715 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075664.000000 Penalty: 118343.976562
Iteration 374Q: 35 clusters Score -1.480757e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240363 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159533 members 
Mstep: Class 12 contains 68015 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197632 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194846 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51198 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44716 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075632.000000 Penalty: 118343.976562
Iteration 375Q: 35 clusters Score -1.480756e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240363 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159533 members 
Mstep: Class 12 contains 68015 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197632 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194846 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51198 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44716 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075632.000000 Penalty: 118343.976562
Iteration 376F: 35 clusters Score -1.480756e+08 nChanged 0
Entering ConstructFrom: 
Score: -148075632.000000 Penalty: 118343.976562
Entering ConstructFrom: 
Trying to split cluster 1 (43475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Entering Unmasked Estep 
Score: -5202838.500000 Penalty: 2648.625488
	Iteration 0F: 2 clusters Score -5202838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -5173429.000000 Penalty: 5297.250977
	Iteration 0F: 3 clusters Score -5173429 nChanged 19910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -5184326.500000 Penalty: 5297.250977
	Iteration 1F: 3 clusters Score -5184326 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -5184912.500000 Penalty: 5297.250977
	Iteration 2Q: 3 clusters Score -5184912 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -5185538.500000 Penalty: 5297.250977
	Iteration 3Q: 3 clusters Score -5185538 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -5186414.500000 Penalty: 5297.250977
	Iteration 4Q: 3 clusters Score -5186414 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -5187636.000000 Penalty: 5297.250977
	Iteration 5F: 3 clusters Score -5187636 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -5189305.000000 Penalty: 5297.250977
	Iteration 6F: 3 clusters Score -5189305 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -5191424.000000 Penalty: 5297.250977
	Iteration 7F: 3 clusters Score -5191424 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -5193754.000000 Penalty: 5297.250977
	Iteration 8F: 3 clusters Score -5193754 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -5196242.500000 Penalty: 5297.250977
	Iteration 9F: 3 clusters Score -5196242 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -5198319.000000 Penalty: 5297.250977
	Iteration 10F: 3 clusters Score -5198319 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -5199836.000000 Penalty: 5297.250977
	Iteration 11Q: 3 clusters Score -5199836 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -5200661.000000 Penalty: 5297.250977
	Iteration 12Q: 3 clusters Score -5200661 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -5201066.500000 Penalty: 5297.250977
	Iteration 13Q: 3 clusters Score -5201066 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -5201265.500000 Penalty: 5297.250977
	Iteration 14Q: 3 clusters Score -5201266 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -5201412.500000 Penalty: 5297.250977
	Iteration 15Q: 3 clusters Score -5201412 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -5201492.500000 Penalty: 5297.250977
	Iteration 16Q: 3 clusters Score -5201492 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -5201500.000000 Penalty: 5297.250977
	Iteration 17Q: 3 clusters Score -5201500 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -5201526.500000 Penalty: 5297.250977
	Iteration 18Q: 3 clusters Score -5201526 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -5201530.000000 Penalty: 5297.250977
	Iteration 19Q: 3 clusters Score -5201530 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -5201550.000000 Penalty: 5297.250977
	Iteration 20F: 3 clusters Score -5201550 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -5201555.500000 Penalty: 5297.250977
	Iteration 21Q: 3 clusters Score -5201556 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -5201570.500000 Penalty: 5297.250977
	Iteration 22Q: 3 clusters Score -5201570 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -5201574.500000 Penalty: 5297.250977
	Iteration 23Q: 3 clusters Score -5201574 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -5201580.500000 Penalty: 5297.250977
	Iteration 24Q: 3 clusters Score -5201580 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -5201589.500000 Penalty: 5297.250977
	Iteration 25Q: 3 clusters Score -5201590 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -5201587.500000 Penalty: 5297.250977
	Iteration 26Q: 3 clusters Score -5201588 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -5201599.500000 Penalty: 5297.250977
	Iteration 27Q: 3 clusters Score -5201600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -5201624.000000 Penalty: 5297.250977
	Iteration 28Q: 3 clusters Score -5201624 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -5201633.000000 Penalty: 5297.250977
	Iteration 29Q: 3 clusters Score -5201633 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -5201620.500000 Penalty: 5297.250977
	Iteration 30Q: 3 clusters Score -5201620 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -5201623.000000 Penalty: 5297.250977
	Iteration 31Q: 3 clusters Score -5201623 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5201623 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -5201637.000000 Penalty: 5297.250977
	Iteration 33Q: 3 clusters Score -5201637 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -5201642.500000 Penalty: 5297.250977
	Iteration 34Q: 3 clusters Score -5201642 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -5201644.000000 Penalty: 5297.250977
	Iteration 35Q: 3 clusters Score -5201644 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -5201639.500000 Penalty: 5297.250977
	Iteration 36Q: 3 clusters Score -5201640 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5201664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -5201676.000000 Penalty: 5297.250977
	Iteration 38Q: 3 clusters Score -5201676 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -5201680.500000 Penalty: 5297.250977
	Iteration 39Q: 3 clusters Score -5201680 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -5201671.000000 Penalty: 5297.250977
	Iteration 40F: 3 clusters Score -5201671 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -5201677.500000 Penalty: 5297.250977
	Iteration 41Q: 3 clusters Score -5201678 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -5201685.500000 Penalty: 5297.250977
	Iteration 42Q: 3 clusters Score -5201686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5201677 nChanged 36
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Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5201679 nChanged 29
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Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -5201682.500000 Penalty: 5297.250977
	Iteration 45Q: 3 clusters Score -5201682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5201697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -5201707.500000 Penalty: 5297.250977
	Iteration 47Q: 3 clusters Score -5201708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -5201713.500000 Penalty: 5297.250977
	Iteration 48Q: 3 clusters Score -5201714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -5201703.500000 Penalty: 5297.250977
	Iteration 49Q: 3 clusters Score -5201704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -5201703.500000 Penalty: 5297.250977
	Iteration 50Q: 3 clusters Score -5201704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -5201718.000000 Penalty: 5297.250977
	Iteration 51Q: 3 clusters Score -5201718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -5201708.000000 Penalty: 5297.250977
	Iteration 52Q: 3 clusters Score -5201708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -5201715.500000 Penalty: 5297.250977
	Iteration 53Q: 3 clusters Score -5201716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -5201708.500000 Penalty: 5297.250977
	Iteration 54Q: 3 clusters Score -5201708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -5201717.500000 Penalty: 5297.250977
	Iteration 55Q: 3 clusters Score -5201718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -5201724.500000 Penalty: 5297.250977
	Iteration 56Q: 3 clusters Score -5201724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -5201714.000000 Penalty: 5297.250977
	Iteration 57Q: 3 clusters Score -5201714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -5201718.500000 Penalty: 5297.250977
	Iteration 58Q: 3 clusters Score -5201718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -5201715.500000 Penalty: 5297.250977
	Iteration 59Q: 3 clusters Score -5201716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -5201725.000000 Penalty: 5297.250977
	Iteration 60F: 3 clusters Score -5201725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -5201732.000000 Penalty: 5297.250977
	Iteration 61Q: 3 clusters Score -5201732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -5201731.000000 Penalty: 5297.250977
	Iteration 62Q: 3 clusters Score -5201731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -5201728.500000 Penalty: 5297.250977
	Iteration 63Q: 3 clusters Score -5201728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -5201734.500000 Penalty: 5297.250977
	Iteration 64Q: 3 clusters Score -5201734 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -5201742.000000 Penalty: 5297.250977
	Iteration 65Q: 3 clusters Score -5201742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -5201749.000000 Penalty: 5297.250977
	Iteration 66Q: 3 clusters Score -5201749 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -5201738.500000 Penalty: 5297.250977
	Iteration 67Q: 3 clusters Score -5201738 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -5201752.500000 Penalty: 5297.250977
	Iteration 68Q: 3 clusters Score -5201752 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -5201743.000000 Penalty: 5297.250977
	Iteration 69Q: 3 clusters Score -5201743 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -5201739.500000 Penalty: 5297.250977
	Iteration 70Q: 3 clusters Score -5201740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -5201751.500000 Penalty: 5297.250977
	Iteration 71Q: 3 clusters Score -5201752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -5201767.500000 Penalty: 5297.250977
	Iteration 72Q: 3 clusters Score -5201768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -5201762.500000 Penalty: 5297.250977
	Iteration 73Q: 3 clusters Score -5201762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5201767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -5201758.000000 Penalty: 5297.250977
	Iteration 75Q: 3 clusters Score -5201758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -5201764.000000 Penalty: 5297.250977
	Iteration 76Q: 3 clusters Score -5201764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5201767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -5201751.500000 Penalty: 5297.250977
	Iteration 78Q: 3 clusters Score -5201752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -5201753.000000 Penalty: 5297.250977
	Iteration 79Q: 3 clusters Score -5201753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -5201755.500000 Penalty: 5297.250977
	Iteration 80F: 3 clusters Score -5201756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5201767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -5201762.500000 Penalty: 5297.250977
	Iteration 82Q: 3 clusters Score -5201762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -5201757.000000 Penalty: 5297.250977
	Iteration 83Q: 3 clusters Score -5201757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -5201756.000000 Penalty: 5297.250977
	Iteration 84Q: 3 clusters Score -5201756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -5201759.500000 Penalty: 5297.250977
	Iteration 85Q: 3 clusters Score -5201760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -5201762.500000 Penalty: 5297.250977
	Iteration 86Q: 3 clusters Score -5201762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5201767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -5201771.000000 Penalty: 5297.250977
	Iteration 88Q: 3 clusters Score -5201771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -5201768.500000 Penalty: 5297.250977
	Iteration 89Q: 3 clusters Score -5201768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -5201756.500000 Penalty: 5297.250977
	Iteration 90Q: 3 clusters Score -5201756 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5201759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5201757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -5201754.500000 Penalty: 5297.250977
	Iteration 93Q: 3 clusters Score -5201754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -5201750.500000 Penalty: 5297.250977
	Iteration 94Q: 3 clusters Score -5201750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -5201749.000000 Penalty: 5297.250977
	Iteration 95Q: 3 clusters Score -5201749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -5201755.500000 Penalty: 5297.250977
	Iteration 96Q: 3 clusters Score -5201756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -5201766.500000 Penalty: 5297.250977
	Iteration 97Q: 3 clusters Score -5201766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -5201765.000000 Penalty: 5297.250977
	Iteration 98Q: 3 clusters Score -5201765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -5201762.500000 Penalty: 5297.250977
	Iteration 99Q: 3 clusters Score -5201762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -5201762.500000 Penalty: 5297.250977
	Iteration 100F: 3 clusters Score -5201762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -5201767.500000 Penalty: 5297.250977
	Iteration 101Q: 3 clusters Score -5201768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -5201757.000000 Penalty: 5297.250977
	Iteration 102Q: 3 clusters Score -5201757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -5201766.000000 Penalty: 5297.250977
	Iteration 103Q: 3 clusters Score -5201766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -5201763.500000 Penalty: 5297.250977
	Iteration 104Q: 3 clusters Score -5201764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -5201761.000000 Penalty: 5297.250977
	Iteration 105Q: 3 clusters Score -5201761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -5201757.000000 Penalty: 5297.250977
	Iteration 106Q: 3 clusters Score -5201757 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -5201761.500000 Penalty: 5297.250977
	Iteration 107Q: 3 clusters Score -5201762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -5201751.500000 Penalty: 5297.250977
	Iteration 108Q: 3 clusters Score -5201752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -5201746.000000 Penalty: 5297.250977
	Iteration 109Q: 3 clusters Score -5201746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -5201741.000000 Penalty: 5297.250977
	Iteration 110Q: 3 clusters Score -5201741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -5201753.000000 Penalty: 5297.250977
	Iteration 111Q: 3 clusters Score -5201753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -5201759.500000 Penalty: 5297.250977
	Iteration 112Q: 3 clusters Score -5201760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -5201764.500000 Penalty: 5297.250977
	Iteration 113Q: 3 clusters Score -5201764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -5201760.000000 Penalty: 5297.250977
	Iteration 114Q: 3 clusters Score -5201760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -5201767.000000 Penalty: 5297.250977
	Iteration 115Q: 3 clusters Score -5201767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -5201759.500000 Penalty: 5297.250977
	Iteration 116Q: 3 clusters Score -5201760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -5201755.500000 Penalty: 5297.250977
	Iteration 117Q: 3 clusters Score -5201756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -5201759.500000 Penalty: 5297.250977
	Iteration 118Q: 3 clusters Score -5201760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -5201764.000000 Penalty: 5297.250977
	Iteration 119Q: 3 clusters Score -5201764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -5201768.500000 Penalty: 5297.250977
	Iteration 120F: 3 clusters Score -5201768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -5201761.000000 Penalty: 5297.250977
	Iteration 121Q: 3 clusters Score -5201761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -5201763.000000 Penalty: 5297.250977
	Iteration 122Q: 3 clusters Score -5201763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -5201763.000000 Penalty: 5297.250977
	Iteration 123Q: 3 clusters Score -5201763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -5201764.000000 Penalty: 5297.250977
	Iteration 124Q: 3 clusters Score -5201764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -5201765.000000 Penalty: 5297.250977
	Iteration 125Q: 3 clusters Score -5201765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -5201766.000000 Penalty: 5297.250977
	Iteration 126Q: 3 clusters Score -5201766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -5201766.500000 Penalty: 5297.250977
	Iteration 127Q: 3 clusters Score -5201766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -5201766.500000 Penalty: 5297.250977
	Iteration 128F: 3 clusters Score -5201766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (57259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57259 members 
Entering Unmasked Estep 
Score: -7031399.500000 Penalty: 2716.924316
	Iteration 0F: 2 clusters Score -7031400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -6992814.500000 Penalty: 5433.848633
	Iteration 0F: 3 clusters Score -6992814 nChanged 26745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -7007567.000000 Penalty: 5433.848633
	Iteration 1F: 3 clusters Score -7007567 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -7008314.500000 Penalty: 5433.848633
	Iteration 2Q: 3 clusters Score -7008314 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -7009336.000000 Penalty: 5433.848633
	Iteration 3Q: 3 clusters Score -7009336 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -7010891.000000 Penalty: 5433.848633
	Iteration 4F: 3 clusters Score -7010891 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -7013644.000000 Penalty: 5433.848633
	Iteration 5F: 3 clusters Score -7013644 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -7017744.500000 Penalty: 5433.848633
	Iteration 6F: 3 clusters Score -7017744 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -7022297.500000 Penalty: 5433.848633
	Iteration 7F: 3 clusters Score -7022298 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -7025789.000000 Penalty: 5433.848633
	Iteration 8F: 3 clusters Score -7025789 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -7027580.000000 Penalty: 5433.848633
	Iteration 9Q: 3 clusters Score -7027580 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55959 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7028403.500000 Penalty: 5433.848633
	Iteration 10Q: 3 clusters Score -7028404 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -7028797.500000 Penalty: 5433.848633
	Iteration 11Q: 3 clusters Score -7028798 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7028950.000000 Penalty: 5433.848633
	Iteration 12Q: 3 clusters Score -7028950 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56453 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7029037.000000 Penalty: 5433.848633
	Iteration 13Q: 3 clusters Score -7029037 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7029088.500000 Penalty: 5433.848633
	Iteration 14Q: 3 clusters Score -7029088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7029102.500000 Penalty: 5433.848633
	Iteration 15Q: 3 clusters Score -7029102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56531 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7029114.000000 Penalty: 5433.848633
	Iteration 16Q: 3 clusters Score -7029114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7029128.000000 Penalty: 5433.848633
	Iteration 17Q: 3 clusters Score -7029128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7029129.000000 Penalty: 5433.848633
	Iteration 18Q: 3 clusters Score -7029129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56551 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7029140.500000 Penalty: 5433.848633
	Iteration 19Q: 3 clusters Score -7029140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7029151.000000 Penalty: 5433.848633
	Iteration 20F: 3 clusters Score -7029151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7029161.000000 Penalty: 5433.848633
	Iteration 21Q: 3 clusters Score -7029161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7029160.500000 Penalty: 5433.848633
	Iteration 22Q: 3 clusters Score -7029160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56564 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7029163.000000 Penalty: 5433.848633
	Iteration 23Q: 3 clusters Score -7029163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7029165.000000 Penalty: 5433.848633
	Iteration 24Q: 3 clusters Score -7029165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7029161.500000 Penalty: 5433.848633
	Iteration 25Q: 3 clusters Score -7029162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7029155.000000 Penalty: 5433.848633
	Iteration 26Q: 3 clusters Score -7029155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7029160.000000 Penalty: 5433.848633
	Iteration 27Q: 3 clusters Score -7029160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56569 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7029160.000000 Penalty: 5433.848633
	Iteration 28Q: 3 clusters Score -7029160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7029153.000000 Penalty: 5433.848633
	Iteration 29Q: 3 clusters Score -7029153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7029153.000000 Penalty: 5433.848633
	Iteration 30F: 3 clusters Score -7029153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Entering Unmasked Estep 
Score: -750469.562500 Penalty: 2196.946045
	Iteration 0F: 2 clusters Score -750469.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -744783.000000 Penalty: 4393.892090
	Iteration 0F: 3 clusters Score -744783 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -746935.250000 Penalty: 4393.892090
	Iteration 1F: 3 clusters Score -746935.2 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -747689.500000 Penalty: 4393.892090
	Iteration 2F: 3 clusters Score -747689.5 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -748266.375000 Penalty: 4393.892090
	Iteration 3F: 3 clusters Score -748266.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -748738.125000 Penalty: 4393.892090
	Iteration 4F: 3 clusters Score -748738.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -749259.375000 Penalty: 4393.892090
	Iteration 5F: 3 clusters Score -749259.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -749771.750000 Penalty: 4393.892090
	Iteration 6F: 3 clusters Score -749771.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -750138.562500 Penalty: 4393.892090
	Iteration 7Q: 3 clusters Score -750138.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -750381.812500 Penalty: 4393.892090
	Iteration 8Q: 3 clusters Score -750381.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -750556.750000 Penalty: 4393.892090
	Iteration 9Q: 3 clusters Score -750556.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -750684.500000 Penalty: 4393.892090
	Iteration 10Q: 3 clusters Score -750684.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -750762.312500 Penalty: 4393.892090
	Iteration 11Q: 3 clusters Score -750762.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -750840.812500 Penalty: 4393.892090
	Iteration 12Q: 3 clusters Score -750840.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -750905.937500 Penalty: 4393.892090
	Iteration 13Q: 3 clusters Score -750905.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -750955.375000 Penalty: 4393.892090
	Iteration 14Q: 3 clusters Score -750955.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -751001.687500 Penalty: 4393.892090
	Iteration 15Q: 3 clusters Score -751001.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -751037.812500 Penalty: 4393.892090
	Iteration 16Q: 3 clusters Score -751037.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -751062.250000 Penalty: 4393.892090
	Iteration 17Q: 3 clusters Score -751062.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -751087.000000 Penalty: 4393.892090
	Iteration 18Q: 3 clusters Score -751087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -751106.875000 Penalty: 4393.892090
	Iteration 19Q: 3 clusters Score -751106.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -751128.500000 Penalty: 4393.892090
	Iteration 20F: 3 clusters Score -751128.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -751150.562500 Penalty: 4393.892090
	Iteration 21Q: 3 clusters Score -751150.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -751171.812500 Penalty: 4393.892090
	Iteration 22Q: 3 clusters Score -751171.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -751192.937500 Penalty: 4393.892090
	Iteration 23Q: 3 clusters Score -751192.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -751202.937500 Penalty: 4393.892090
	Iteration 24Q: 3 clusters Score -751202.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -751214.375000 Penalty: 4393.892090
	Iteration 25Q: 3 clusters Score -751214.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -751233.187500 Penalty: 4393.892090
	Iteration 26Q: 3 clusters Score -751233.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -751271.812500 Penalty: 4393.892090
	Iteration 27Q: 3 clusters Score -751271.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -751348.437500 Penalty: 4393.892090
	Iteration 28Q: 3 clusters Score -751348.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -751478.250000 Penalty: 4393.892090
	Iteration 29Q: 3 clusters Score -751478.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -751670.437500 Penalty: 4393.892090
	Iteration 30Q: 3 clusters Score -751670.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -751768.812500 Penalty: 4393.892090
	Iteration 31Q: 3 clusters Score -751768.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -751793.437500 Penalty: 4393.892090
	Iteration 32Q: 3 clusters Score -751793.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -751803.562500 Penalty: 4393.892090
	Iteration 33Q: 3 clusters Score -751803.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -751810.375000 Penalty: 4393.892090
	Iteration 34Q: 3 clusters Score -751810.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -751810.375000 Penalty: 4393.892090
	Iteration 35Q: 3 clusters Score -751810.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -751811.562500 Penalty: 4393.892090
	Iteration 36Q: 3 clusters Score -751811.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -751812.687500 Penalty: 4393.892090
	Iteration 37Q: 3 clusters Score -751812.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -751812.437500 Penalty: 4393.892090
	Iteration 38Q: 3 clusters Score -751812.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -751812.312500 Penalty: 4393.892090
	Iteration 39Q: 3 clusters Score -751812.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -751811.562500 Penalty: 4393.892090
	Iteration 40F: 3 clusters Score -751811.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 5240 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240363 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159533 members 
Mstep: Class 12 contains 68015 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197632 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194846 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51198 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44716 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Mstep: Class 35 contains 1795 members 
Entering Unmasked Estep 
Score: -148075552.000000 Penalty: 121824.687500
Splitting cluster 3 changes total score from -148075632.000000 to -148075552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (24361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Entering Unmasked Estep 
Score: -2883984.750000 Penalty: 2504.983154
	Iteration 0F: 2 clusters Score -2883985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2867083.000000 Penalty: 5009.966309
	Iteration 0F: 3 clusters Score -2867083 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2873211.750000 Penalty: 5009.966309
	Iteration 1F: 3 clusters Score -2873212 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2873904.750000 Penalty: 5009.966309
	Iteration 2F: 3 clusters Score -2873905 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2874756.250000 Penalty: 5009.966309
	Iteration 3F: 3 clusters Score -2874756 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2875827.000000 Penalty: 5009.966309
	Iteration 4F: 3 clusters Score -2875827 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2877084.750000 Penalty: 5009.966309
	Iteration 5F: 3 clusters Score -2877085 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2878278.250000 Penalty: 5009.966309
	Iteration 6F: 3 clusters Score -2878278 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -2879287.000000 Penalty: 5009.966309
	Iteration 7F: 3 clusters Score -2879287 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2880063.750000 Penalty: 5009.966309
	Iteration 8Q: 3 clusters Score -2880064 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2880579.000000 Penalty: 5009.966309
	Iteration 9Q: 3 clusters Score -2880579 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -2880882.500000 Penalty: 5009.966309
	Iteration 10Q: 3 clusters Score -2880882 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2881038.250000 Penalty: 5009.966309
	Iteration 11Q: 3 clusters Score -2881038 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2881142.000000 Penalty: 5009.966309
	Iteration 12Q: 3 clusters Score -2881142 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2881223.500000 Penalty: 5009.966309
	Iteration 13Q: 3 clusters Score -2881224 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2881277.000000 Penalty: 5009.966309
	Iteration 14Q: 3 clusters Score -2881277 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -2881333.500000 Penalty: 5009.966309
	Iteration 15Q: 3 clusters Score -2881334 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2881380.500000 Penalty: 5009.966309
	Iteration 16Q: 3 clusters Score -2881380 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2881415.750000 Penalty: 5009.966309
	Iteration 17Q: 3 clusters Score -2881416 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2881428.250000 Penalty: 5009.966309
	Iteration 18Q: 3 clusters Score -2881428 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2881459.500000 Penalty: 5009.966309
	Iteration 19Q: 3 clusters Score -2881460 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2881480.000000 Penalty: 5009.966309
	Iteration 20F: 3 clusters Score -2881480 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2881491.000000 Penalty: 5009.966309
	Iteration 21Q: 3 clusters Score -2881491 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2881527.250000 Penalty: 5009.966309
	Iteration 22Q: 3 clusters Score -2881527 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2881554.750000 Penalty: 5009.966309
	Iteration 23Q: 3 clusters Score -2881555 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2881582.750000 Penalty: 5009.966309
	Iteration 24Q: 3 clusters Score -2881583 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2881620.750000 Penalty: 5009.966309
	Iteration 25Q: 3 clusters Score -2881621 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2881648.500000 Penalty: 5009.966309
	Iteration 26Q: 3 clusters Score -2881648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2881679.500000 Penalty: 5009.966309
	Iteration 27Q: 3 clusters Score -2881680 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2881694.000000 Penalty: 5009.966309
	Iteration 28Q: 3 clusters Score -2881694 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2881720.000000 Penalty: 5009.966309
	Iteration 29Q: 3 clusters Score -2881720 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2881740.500000 Penalty: 5009.966309
	Iteration 30Q: 3 clusters Score -2881740 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2881758.500000 Penalty: 5009.966309
	Iteration 31Q: 3 clusters Score -2881758 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2881775.250000 Penalty: 5009.966309
	Iteration 32Q: 3 clusters Score -2881775 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2881775.000000 Penalty: 5009.966309
	Iteration 33Q: 3 clusters Score -2881775 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2881793.250000 Penalty: 5009.966309
	Iteration 34Q: 3 clusters Score -2881793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2881815.000000 Penalty: 5009.966309
	Iteration 35Q: 3 clusters Score -2881815 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2881823.750000 Penalty: 5009.966309
	Iteration 36Q: 3 clusters Score -2881824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2881831.000000 Penalty: 5009.966309
	Iteration 37Q: 3 clusters Score -2881831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2881839.750000 Penalty: 5009.966309
	Iteration 38Q: 3 clusters Score -2881840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2881858.000000 Penalty: 5009.966309
	Iteration 39Q: 3 clusters Score -2881858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2881864.500000 Penalty: 5009.966309
	Iteration 40F: 3 clusters Score -2881864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2881868.500000 Penalty: 5009.966309
	Iteration 41Q: 3 clusters Score -2881868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2881878.000000 Penalty: 5009.966309
	Iteration 42Q: 3 clusters Score -2881878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2881886.000000 Penalty: 5009.966309
	Iteration 43Q: 3 clusters Score -2881886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2881887.500000 Penalty: 5009.966309
	Iteration 44Q: 3 clusters Score -2881888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2881898.500000 Penalty: 5009.966309
	Iteration 45Q: 3 clusters Score -2881898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2881908.500000 Penalty: 5009.966309
	Iteration 46Q: 3 clusters Score -2881908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2881911.500000 Penalty: 5009.966309
	Iteration 47Q: 3 clusters Score -2881912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2881912.500000 Penalty: 5009.966309
	Iteration 48Q: 3 clusters Score -2881912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2881918.500000 Penalty: 5009.966309
	Iteration 49Q: 3 clusters Score -2881918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2881918.250000 Penalty: 5009.966309
	Iteration 50Q: 3 clusters Score -2881918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2881925.500000 Penalty: 5009.966309
	Iteration 51Q: 3 clusters Score -2881926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2881931.500000 Penalty: 5009.966309
	Iteration 52Q: 3 clusters Score -2881932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2881932.000000 Penalty: 5009.966309
	Iteration 53Q: 3 clusters Score -2881932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2881936.750000 Penalty: 5009.966309
	Iteration 54Q: 3 clusters Score -2881937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2881948.000000 Penalty: 5009.966309
	Iteration 55Q: 3 clusters Score -2881948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2881962.750000 Penalty: 5009.966309
	Iteration 56Q: 3 clusters Score -2881963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2881971.250000 Penalty: 5009.966309
	Iteration 57Q: 3 clusters Score -2881971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2881977.750000 Penalty: 5009.966309
	Iteration 58Q: 3 clusters Score -2881978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2881979.000000 Penalty: 5009.966309
	Iteration 59Q: 3 clusters Score -2881979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2881987.500000 Penalty: 5009.966309
	Iteration 60F: 3 clusters Score -2881988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2882004.500000 Penalty: 5009.966309
	Iteration 61Q: 3 clusters Score -2882004 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2882018.500000 Penalty: 5009.966309
	Iteration 62Q: 3 clusters Score -2882018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2882022.750000 Penalty: 5009.966309
	Iteration 63Q: 3 clusters Score -2882023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2882032.750000 Penalty: 5009.966309
	Iteration 64Q: 3 clusters Score -2882033 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2882046.000000 Penalty: 5009.966309
	Iteration 65Q: 3 clusters Score -2882046 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2882054.000000 Penalty: 5009.966309
	Iteration 66Q: 3 clusters Score -2882054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2882054.750000 Penalty: 5009.966309
	Iteration 67Q: 3 clusters Score -2882055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2882063.250000 Penalty: 5009.966309
	Iteration 68Q: 3 clusters Score -2882063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2882064.250000 Penalty: 5009.966309
	Iteration 69Q: 3 clusters Score -2882064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2882063.250000 Penalty: 5009.966309
	Iteration 70Q: 3 clusters Score -2882063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2882073.000000 Penalty: 5009.966309
	Iteration 71Q: 3 clusters Score -2882073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2882073.750000 Penalty: 5009.966309
	Iteration 72Q: 3 clusters Score -2882074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2882079.750000 Penalty: 5009.966309
	Iteration 73Q: 3 clusters Score -2882080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2882084.500000 Penalty: 5009.966309
	Iteration 74Q: 3 clusters Score -2882084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2882093.500000 Penalty: 5009.966309
	Iteration 75Q: 3 clusters Score -2882094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2882089.000000 Penalty: 5009.966309
	Iteration 76Q: 3 clusters Score -2882089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2882089.000000 Penalty: 5009.966309
	Iteration 77Q: 3 clusters Score -2882089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2882092.750000 Penalty: 5009.966309
	Iteration 78Q: 3 clusters Score -2882093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2882104.000000 Penalty: 5009.966309
	Iteration 79Q: 3 clusters Score -2882104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2882118.000000 Penalty: 5009.966309
	Iteration 80F: 3 clusters Score -2882118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2882128.500000 Penalty: 5009.966309
	Iteration 81Q: 3 clusters Score -2882128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2882128.750000 Penalty: 5009.966309
	Iteration 82Q: 3 clusters Score -2882129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2882133.750000 Penalty: 5009.966309
	Iteration 83Q: 3 clusters Score -2882134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2882143.000000 Penalty: 5009.966309
	Iteration 84Q: 3 clusters Score -2882143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2882146.750000 Penalty: 5009.966309
	Iteration 85Q: 3 clusters Score -2882147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2882154.500000 Penalty: 5009.966309
	Iteration 86Q: 3 clusters Score -2882154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2882153.750000 Penalty: 5009.966309
	Iteration 87Q: 3 clusters Score -2882154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2882156.000000 Penalty: 5009.966309
	Iteration 88Q: 3 clusters Score -2882156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2882159.000000 Penalty: 5009.966309
	Iteration 89Q: 3 clusters Score -2882159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2882163.500000 Penalty: 5009.966309
	Iteration 90Q: 3 clusters Score -2882164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2882166.500000 Penalty: 5009.966309
	Iteration 91Q: 3 clusters Score -2882166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2882168.250000 Penalty: 5009.966309
	Iteration 92Q: 3 clusters Score -2882168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2882169.750000 Penalty: 5009.966309
	Iteration 93Q: 3 clusters Score -2882170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2882171.750000 Penalty: 5009.966309
	Iteration 94Q: 3 clusters Score -2882172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2882169.000000 Penalty: 5009.966309
	Iteration 95Q: 3 clusters Score -2882169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2882169.750000 Penalty: 5009.966309
	Iteration 96Q: 3 clusters Score -2882170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2882172.500000 Penalty: 5009.966309
	Iteration 97Q: 3 clusters Score -2882172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2882173.500000 Penalty: 5009.966309
	Iteration 98Q: 3 clusters Score -2882174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2882174.000000 Penalty: 5009.966309
	Iteration 99Q: 3 clusters Score -2882174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2882176.500000 Penalty: 5009.966309
	Iteration 100F: 3 clusters Score -2882176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2882180.500000 Penalty: 5009.966309
	Iteration 101Q: 3 clusters Score -2882180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2882178.250000 Penalty: 5009.966309
	Iteration 102Q: 3 clusters Score -2882178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2882179.750000 Penalty: 5009.966309
	Iteration 103Q: 3 clusters Score -2882180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2882175.750000 Penalty: 5009.966309
	Iteration 104Q: 3 clusters Score -2882176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2882182.750000 Penalty: 5009.966309
	Iteration 105Q: 3 clusters Score -2882183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2882181.750000 Penalty: 5009.966309
	Iteration 106Q: 3 clusters Score -2882182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2882187.500000 Penalty: 5009.966309
	Iteration 107Q: 3 clusters Score -2882188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2882190.500000 Penalty: 5009.966309
	Iteration 108Q: 3 clusters Score -2882190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2882188.750000 Penalty: 5009.966309
	Iteration 109Q: 3 clusters Score -2882189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2882192.250000 Penalty: 5009.966309
	Iteration 110Q: 3 clusters Score -2882192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2882195.250000 Penalty: 5009.966309
	Iteration 111Q: 3 clusters Score -2882195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2882194.750000 Penalty: 5009.966309
	Iteration 112Q: 3 clusters Score -2882195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2882194.750000 Penalty: 5009.966309
	Iteration 113F: 3 clusters Score -2882195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Entering Unmasked Estep 
Score: -1487524.750000 Penalty: 2339.047363
	Iteration 0F: 2 clusters Score -1487525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1478296.750000 Penalty: 4678.094727
	Iteration 0F: 3 clusters Score -1478297 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1481012.250000 Penalty: 4678.094727
	Iteration 1F: 3 clusters Score -1481012 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1481371.000000 Penalty: 4678.094727
	Iteration 2F: 3 clusters Score -1481371 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1481686.250000 Penalty: 4678.094727
	Iteration 3F: 3 clusters Score -1481686 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1481990.750000 Penalty: 4678.094727
	Iteration 4F: 3 clusters Score -1481991 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1482384.500000 Penalty: 4678.094727
	Iteration 5F: 3 clusters Score -1482384 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1482857.000000 Penalty: 4678.094727
	Iteration 6F: 3 clusters Score -1482857 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1483461.250000 Penalty: 4678.094727
	Iteration 7F: 3 clusters Score -1483461 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1484141.125000 Penalty: 4678.094727
	Iteration 8F: 3 clusters Score -1484141 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1484673.250000 Penalty: 4678.094727
	Iteration 9F: 3 clusters Score -1484673 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1485041.750000 Penalty: 4678.094727
	Iteration 10Q: 3 clusters Score -1485042 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1485265.875000 Penalty: 4678.094727
	Iteration 11Q: 3 clusters Score -1485266 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1485421.875000 Penalty: 4678.094727
	Iteration 12Q: 3 clusters Score -1485422 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1485525.000000 Penalty: 4678.094727
	Iteration 13Q: 3 clusters Score -1485525 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1485599.375000 Penalty: 4678.094727
	Iteration 14Q: 3 clusters Score -1485599 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1485647.375000 Penalty: 4678.094727
	Iteration 15Q: 3 clusters Score -1485647 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1485680.375000 Penalty: 4678.094727
	Iteration 16Q: 3 clusters Score -1485680 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1485708.375000 Penalty: 4678.094727
	Iteration 17Q: 3 clusters Score -1485708 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1485728.000000 Penalty: 4678.094727
	Iteration 18Q: 3 clusters Score -1485728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1485738.625000 Penalty: 4678.094727
	Iteration 19Q: 3 clusters Score -1485739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1485750.375000 Penalty: 4678.094727
	Iteration 20F: 3 clusters Score -1485750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1485754.500000 Penalty: 4678.094727
	Iteration 21Q: 3 clusters Score -1485754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1485760.625000 Penalty: 4678.094727
	Iteration 22Q: 3 clusters Score -1485761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1485766.250000 Penalty: 4678.094727
	Iteration 23Q: 3 clusters Score -1485766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1485764.750000 Penalty: 4678.094727
	Iteration 24Q: 3 clusters Score -1485765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1485766.875000 Penalty: 4678.094727
	Iteration 25Q: 3 clusters Score -1485767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1485769.125000 Penalty: 4678.094727
	Iteration 26Q: 3 clusters Score -1485769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1485767.875000 Penalty: 4678.094727
	Iteration 27Q: 3 clusters Score -1485768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1485767.875000 Penalty: 4678.094727
	Iteration 28F: 3 clusters Score -1485768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (240363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240363 members 
Entering Unmasked Estep 
Score: -29508776.000000 Penalty: 3072.696777
	Iteration 0F: 2 clusters Score -2.950878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120157 members 
Mstep: Class 2 contains 120206 members 
Entering Unmasked Estep 
Score: -29349766.000000 Penalty: 6145.393555
	Iteration 0F: 3 clusters Score -2.934977e+07 nChanged 116262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120697 members 
Mstep: Class 2 contains 119666 members 
Entering Unmasked Estep 
Score: -29418118.000000 Penalty: 6145.393555
	Iteration 1F: 3 clusters Score -2.941812e+07 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120786 members 
Mstep: Class 2 contains 119577 members 
Entering Unmasked Estep 
Score: -29419336.000000 Penalty: 6145.393555
	Iteration 2Q: 3 clusters Score -2.941934e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120910 members 
Mstep: Class 2 contains 119453 members 
Entering Unmasked Estep 
Score: -29420730.000000 Penalty: 6145.393555
	Iteration 3Q: 3 clusters Score -2.942073e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120998 members 
Mstep: Class 2 contains 119365 members 
Entering Unmasked Estep 
Score: -29422666.000000 Penalty: 6145.393555
	Iteration 4Q: 3 clusters Score -2.942267e+07 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121098 members 
Mstep: Class 2 contains 119265 members 
Entering Unmasked Estep 
Score: -29425118.000000 Penalty: 6145.393555
	Iteration 5Q: 3 clusters Score -2.942512e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121394 members 
Mstep: Class 2 contains 118969 members 
Entering Unmasked Estep 
Score: -29428418.000000 Penalty: 6145.393555
	Iteration 6Q: 3 clusters Score -2.942842e+07 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121846 members 
Mstep: Class 2 contains 118517 members 
Entering Unmasked Estep 
Score: -29433656.000000 Penalty: 6145.393555
	Iteration 7Q: 3 clusters Score -2.943366e+07 nChanged 12806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122662 members 
Mstep: Class 2 contains 117701 members 
Entering Unmasked Estep 
Score: -29441284.000000 Penalty: 6145.393555
	Iteration 8F: 3 clusters Score -2.944128e+07 nChanged 14605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124051 members 
Mstep: Class 2 contains 116312 members 
Entering Unmasked Estep 
Score: -29451338.000000 Penalty: 6145.393555
	Iteration 9F: 3 clusters Score -2.945134e+07 nChanged 14597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125536 members 
Mstep: Class 2 contains 114827 members 
Entering Unmasked Estep 
Score: -29460638.000000 Penalty: 6145.393555
	Iteration 10F: 3 clusters Score -2.946064e+07 nChanged 11817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127103 members 
Mstep: Class 2 contains 113260 members 
Entering Unmasked Estep 
Score: -29466070.000000 Penalty: 6145.393555
	Iteration 11Q: 3 clusters Score -2.946607e+07 nChanged 8021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128346 members 
Mstep: Class 2 contains 112017 members 
Entering Unmasked Estep 
Score: -29468186.000000 Penalty: 6145.393555
	Iteration 12Q: 3 clusters Score -2.946819e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129293 members 
Mstep: Class 2 contains 111070 members 
Entering Unmasked Estep 
Score: -29469008.000000 Penalty: 6145.393555
	Iteration 13Q: 3 clusters Score -2.946901e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130151 members 
Mstep: Class 2 contains 110212 members 
Entering Unmasked Estep 
Score: -29469424.000000 Penalty: 6145.393555
	Iteration 14Q: 3 clusters Score -2.946942e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130977 members 
Mstep: Class 2 contains 109386 members 
Entering Unmasked Estep 
Score: -29469800.000000 Penalty: 6145.393555
	Iteration 15Q: 3 clusters Score -2.94698e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131800 members 
Mstep: Class 2 contains 108563 members 
Entering Unmasked Estep 
Score: -29470094.000000 Penalty: 6145.393555
	Iteration 16Q: 3 clusters Score -2.947009e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132625 members 
Mstep: Class 2 contains 107738 members 
Entering Unmasked Estep 
Score: -29470322.000000 Penalty: 6145.393555
	Iteration 17Q: 3 clusters Score -2.947032e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133473 members 
Mstep: Class 2 contains 106890 members 
Entering Unmasked Estep 
Score: -29470390.000000 Penalty: 6145.393555
	Iteration 18Q: 3 clusters Score -2.947039e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134356 members 
Mstep: Class 2 contains 106007 members 
Entering Unmasked Estep 
Score: -29470598.000000 Penalty: 6145.393555
	Iteration 19Q: 3 clusters Score -2.94706e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135253 members 
Mstep: Class 2 contains 105110 members 
Entering Unmasked Estep 
Score: -29470670.000000 Penalty: 6145.393555
	Iteration 20F: 3 clusters Score -2.947067e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136110 members 
Mstep: Class 2 contains 104253 members 
Entering Unmasked Estep 
Score: -29470726.000000 Penalty: 6145.393555
	Iteration 21Q: 3 clusters Score -2.947073e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137092 members 
Mstep: Class 2 contains 103271 members 
Entering Unmasked Estep 
Score: -29470850.000000 Penalty: 6145.393555
	Iteration 22Q: 3 clusters Score -2.947085e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138127 members 
Mstep: Class 2 contains 102236 members 
Entering Unmasked Estep 
Score: -29471068.000000 Penalty: 6145.393555
	Iteration 23Q: 3 clusters Score -2.947107e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139228 members 
Mstep: Class 2 contains 101135 members 
Entering Unmasked Estep 
Score: -29471180.000000 Penalty: 6145.393555
	Iteration 24Q: 3 clusters Score -2.947118e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140410 members 
Mstep: Class 2 contains 99953 members 
Entering Unmasked Estep 
Score: -29471290.000000 Penalty: 6145.393555
	Iteration 25Q: 3 clusters Score -2.947129e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141649 members 
Mstep: Class 2 contains 98714 members 
Entering Unmasked Estep 
Score: -29471426.000000 Penalty: 6145.393555
	Iteration 26Q: 3 clusters Score -2.947143e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142913 members 
Mstep: Class 2 contains 97450 members 
Entering Unmasked Estep 
Score: -29471508.000000 Penalty: 6145.393555
	Iteration 27Q: 3 clusters Score -2.947151e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144264 members 
Mstep: Class 2 contains 96099 members 
Entering Unmasked Estep 
Score: -29471624.000000 Penalty: 6145.393555
	Iteration 28Q: 3 clusters Score -2.947162e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145671 members 
Mstep: Class 2 contains 94692 members 
Entering Unmasked Estep 
Score: -29471892.000000 Penalty: 6145.393555
	Iteration 29Q: 3 clusters Score -2.947189e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147154 members 
Mstep: Class 2 contains 93209 members 
Entering Unmasked Estep 
Score: -29472156.000000 Penalty: 6145.393555
	Iteration 30Q: 3 clusters Score -2.947216e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148731 members 
Mstep: Class 2 contains 91632 members 
Entering Unmasked Estep 
Score: -29472322.000000 Penalty: 6145.393555
	Iteration 31Q: 3 clusters Score -2.947232e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150425 members 
Mstep: Class 2 contains 89938 members 
Entering Unmasked Estep 
Score: -29472572.000000 Penalty: 6145.393555
	Iteration 32Q: 3 clusters Score -2.947257e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152274 members 
Mstep: Class 2 contains 88089 members 
Entering Unmasked Estep 
Score: -29472754.000000 Penalty: 6145.393555
	Iteration 33Q: 3 clusters Score -2.947275e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154251 members 
Mstep: Class 2 contains 86112 members 
Entering Unmasked Estep 
Score: -29473024.000000 Penalty: 6145.393555
	Iteration 34Q: 3 clusters Score -2.947302e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156386 members 
Mstep: Class 2 contains 83977 members 
Entering Unmasked Estep 
Score: -29473216.000000 Penalty: 6145.393555
	Iteration 35Q: 3 clusters Score -2.947322e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158692 members 
Mstep: Class 2 contains 81671 members 
Entering Unmasked Estep 
Score: -29473518.000000 Penalty: 6145.393555
	Iteration 36Q: 3 clusters Score -2.947352e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161179 members 
Mstep: Class 2 contains 79184 members 
Entering Unmasked Estep 
Score: -29473764.000000 Penalty: 6145.393555
	Iteration 37Q: 3 clusters Score -2.947376e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163820 members 
Mstep: Class 2 contains 76543 members 
Entering Unmasked Estep 
Score: -29474258.000000 Penalty: 6145.393555
	Iteration 38Q: 3 clusters Score -2.947426e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166628 members 
Mstep: Class 2 contains 73735 members 
Entering Unmasked Estep 
Score: -29474682.000000 Penalty: 6145.393555
	Iteration 39Q: 3 clusters Score -2.947468e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169671 members 
Mstep: Class 2 contains 70692 members 
Entering Unmasked Estep 
Score: -29475250.000000 Penalty: 6145.393555
	Iteration 40F: 3 clusters Score -2.947525e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172923 members 
Mstep: Class 2 contains 67440 members 
Entering Unmasked Estep 
Score: -29475846.000000 Penalty: 6145.393555
	Iteration 41Q: 3 clusters Score -2.947585e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176482 members 
Mstep: Class 2 contains 63881 members 
Entering Unmasked Estep 
Score: -29476732.000000 Penalty: 6145.393555
	Iteration 42Q: 3 clusters Score -2.947673e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180326 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -29477764.000000 Penalty: 6145.393555
	Iteration 43Q: 3 clusters Score -2.947776e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184525 members 
Mstep: Class 2 contains 55838 members 
Entering Unmasked Estep 
Score: -29479150.000000 Penalty: 6145.393555
	Iteration 44Q: 3 clusters Score -2.947915e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188971 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -29480648.000000 Penalty: 6145.393555
	Iteration 45Q: 3 clusters Score -2.948065e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193597 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -29482300.000000 Penalty: 6145.393555
	Iteration 46Q: 3 clusters Score -2.94823e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198545 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -29484216.000000 Penalty: 6145.393555
	Iteration 47Q: 3 clusters Score -2.948422e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203758 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -29486354.000000 Penalty: 6145.393555
	Iteration 48Q: 3 clusters Score -2.948635e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208991 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -29488708.000000 Penalty: 6145.393555
	Iteration 49Q: 3 clusters Score -2.948871e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214162 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -29491288.000000 Penalty: 6145.393555
	Iteration 50Q: 3 clusters Score -2.949129e+07 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219117 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -29494044.000000 Penalty: 6145.393555
	Iteration 51Q: 3 clusters Score -2.949404e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223737 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -29496570.000000 Penalty: 6145.393555
	Iteration 52Q: 3 clusters Score -2.949657e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227960 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -29499076.000000 Penalty: 6145.393555
	Iteration 53Q: 3 clusters Score -2.949908e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231587 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -29501144.000000 Penalty: 6145.393555
	Iteration 54Q: 3 clusters Score -2.950114e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234371 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -29502836.000000 Penalty: 6145.393555
	Iteration 55Q: 3 clusters Score -2.950284e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236377 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -29503994.000000 Penalty: 6145.393555
	Iteration 56Q: 3 clusters Score -2.950399e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237694 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -29504796.000000 Penalty: 6145.393555
	Iteration 57Q: 3 clusters Score -2.95048e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238511 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -29505296.000000 Penalty: 6145.393555
	Iteration 58Q: 3 clusters Score -2.95053e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238979 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -29505518.000000 Penalty: 6145.393555
	Iteration 59Q: 3 clusters Score -2.950552e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239249 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -29505722.000000 Penalty: 6145.393555
	Iteration 60F: 3 clusters Score -2.950572e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239419 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -29505822.000000 Penalty: 6145.393555
	Iteration 61Q: 3 clusters Score -2.950582e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239538 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -29505878.000000 Penalty: 6145.393555
	Iteration 62Q: 3 clusters Score -2.950588e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239620 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -29505926.000000 Penalty: 6145.393555
	Iteration 63Q: 3 clusters Score -2.950593e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239672 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -29505980.000000 Penalty: 6145.393555
	Iteration 64Q: 3 clusters Score -2.950598e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239715 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -29505992.000000 Penalty: 6145.393555
	Iteration 65Q: 3 clusters Score -2.950599e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239742 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -29506052.000000 Penalty: 6145.393555
	Iteration 66Q: 3 clusters Score -2.950605e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239753 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -29506056.000000 Penalty: 6145.393555
	Iteration 67Q: 3 clusters Score -2.950606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239767 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -29506080.000000 Penalty: 6145.393555
	Iteration 68Q: 3 clusters Score -2.950608e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239778 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -29506078.000000 Penalty: 6145.393555
	Iteration 69Q: 3 clusters Score -2.950608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239784 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -29506076.000000 Penalty: 6145.393555
	Iteration 70Q: 3 clusters Score -2.950608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239790 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -29506062.000000 Penalty: 6145.393555
	Iteration 71Q: 3 clusters Score -2.950606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239797 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -29506060.000000 Penalty: 6145.393555
	Iteration 72Q: 3 clusters Score -2.950606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239799 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -29506066.000000 Penalty: 6145.393555
	Iteration 73Q: 3 clusters Score -2.950607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239799 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -29506066.000000 Penalty: 6145.393555
	Iteration 74F: 3 clusters Score -2.950607e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Entering Unmasked Estep 
Score: -462026.812500 Penalty: 2059.882568
	Iteration 0F: 2 clusters Score -462026.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -458090.093750 Penalty: 4119.765137
	Iteration 0F: 3 clusters Score -458090.1 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -459114.500000 Penalty: 4119.765137
	Iteration 1F: 3 clusters Score -459114.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -459434.437500 Penalty: 4119.765137
	Iteration 2F: 3 clusters Score -459434.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -459750.562500 Penalty: 4119.765137
	Iteration 3F: 3 clusters Score -459750.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -460125.687500 Penalty: 4119.765137
	Iteration 4F: 3 clusters Score -460125.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -460636.312500 Penalty: 4119.765137
	Iteration 5F: 3 clusters Score -460636.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -461397.125000 Penalty: 4119.765137
	Iteration 6F: 3 clusters Score -461397.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -462103.718750 Penalty: 4119.765137
	Iteration 7F: 3 clusters Score -462103.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -462460.562500 Penalty: 4119.765137
	Iteration 8Q: 3 clusters Score -462460.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -462551.750000 Penalty: 4119.765137
	Iteration 9Q: 3 clusters Score -462551.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -462572.187500 Penalty: 4119.765137
	Iteration 10Q: 3 clusters Score -462572.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -462577.156250 Penalty: 4119.765137
	Iteration 11Q: 3 clusters Score -462577.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -462577.156250 Penalty: 4119.765137
	Iteration 12F: 3 clusters Score -462577.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240363 members 
Mstep: Class 7 contains 1820 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 786 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159533 members 
Mstep: Class 12 contains 68015 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197632 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194846 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51198 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44716 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Mstep: Class 35 contains 2228 members 
Entering Unmasked Estep 
Score: -148074512.000000 Penalty: 121824.687500
Splitting cluster 7 changes total score from -148075632.000000 to -148074512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Entering Unmasked Estep 
Score: -790538.125000 Penalty: 2183.361084
	Iteration 0F: 2 clusters Score -790538.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -784978.375000 Penalty: 4366.722168
	Iteration 0F: 3 clusters Score -784978.4 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -786492.562500 Penalty: 4366.722168
	Iteration 1F: 3 clusters Score -786492.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -786808.437500 Penalty: 4366.722168
	Iteration 2F: 3 clusters Score -786808.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -787116.062500 Penalty: 4366.722168
	Iteration 3F: 3 clusters Score -787116.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -787459.500000 Penalty: 4366.722168
	Iteration 4F: 3 clusters Score -787459.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -787783.250000 Penalty: 4366.722168
	Iteration 5F: 3 clusters Score -787783.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -788099.125000 Penalty: 4366.722168
	Iteration 6F: 3 clusters Score -788099.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -788428.625000 Penalty: 4366.722168
	Iteration 7F: 3 clusters Score -788428.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -788650.562500 Penalty: 4366.722168
	Iteration 8Q: 3 clusters Score -788650.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -788815.937500 Penalty: 4366.722168
	Iteration 9Q: 3 clusters Score -788815.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -788916.125000 Penalty: 4366.722168
	Iteration 10Q: 3 clusters Score -788916.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -788977.750000 Penalty: 4366.722168
	Iteration 11Q: 3 clusters Score -788977.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -789009.562500 Penalty: 4366.722168
	Iteration 12Q: 3 clusters Score -789009.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -789034.812500 Penalty: 4366.722168
	Iteration 13Q: 3 clusters Score -789034.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -789052.375000 Penalty: 4366.722168
	Iteration 14Q: 3 clusters Score -789052.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -789061.687500 Penalty: 4366.722168
	Iteration 15Q: 3 clusters Score -789061.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -789067.312500 Penalty: 4366.722168
	Iteration 16Q: 3 clusters Score -789067.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -789075.500000 Penalty: 4366.722168
	Iteration 17Q: 3 clusters Score -789075.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -789077.437500 Penalty: 4366.722168
	Iteration 18Q: 3 clusters Score -789077.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -789078.187500 Penalty: 4366.722168
	Iteration 19Q: 3 clusters Score -789078.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -789078.812500 Penalty: 4366.722168
	Iteration 20F: 3 clusters Score -789078.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -789081.312500 Penalty: 4366.722168
	Iteration 21Q: 3 clusters Score -789081.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -789082.437500 Penalty: 4366.722168
	Iteration 22Q: 3 clusters Score -789082.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -789083.562500 Penalty: 4366.722168
	Iteration 23Q: 3 clusters Score -789083.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -789083.312500 Penalty: 4366.722168
	Iteration 24Q: 3 clusters Score -789083.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -789083.687500 Penalty: 4366.722168
	Iteration 25Q: 3 clusters Score -789083.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -789084.750000 Penalty: 4366.722168
	Iteration 26Q: 3 clusters Score -789084.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -789084.750000 Penalty: 4366.722168
	Iteration 27F: 3 clusters Score -789084.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -82466.289062 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -82466.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -80718.703125 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -80718.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -81001.765625 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -81001.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -81102.523438 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -81102.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -81149.960938 Penalty: 3306.810547
	Iteration 3Q: 3 clusters Score -81149.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -81192.460938 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -81192.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -81253.570312 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -81253.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -81339.484375 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -81339.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -81445.562500 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -81445.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81554.203125 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -81554.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -81629.671875 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -81629.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -81684.945312 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -81684.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -81735.031250 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -81735.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -81761.906250 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -81761.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -81801.289062 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -81801.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -81855.484375 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -81855.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -81923.460938 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -81923.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -82065.437500 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -82065.44 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -82280.968750 Penalty: 3306.810547
	Iteration 17Q: 3 clusters Score -82280.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -82738.414062 Penalty: 3306.810547
	Iteration 18Q: 3 clusters Score -82738.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -83311.226562 Penalty: 3306.810547
	Iteration 19Q: 3 clusters Score -83311.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -83467.148438 Penalty: 3306.810547
	Iteration 20F: 3 clusters Score -83467.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83682.281250 Penalty: 3306.810547
	Iteration 21Q: 3 clusters Score -83682.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83802.070312 Penalty: 3306.810547
	Iteration 22Q: 3 clusters Score -83802.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83802.070312 Penalty: 3306.810547
	Iteration 23F: 3 clusters Score -83802.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 57259 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 24361 members 
Mstep: Class 5 contains 12477 members 
Mstep: Class 6 contains 240363 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 6660 members 
Mstep: Class 9 contains 350 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 159533 members 
Mstep: Class 12 contains 68015 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 197632 members 
Mstep: Class 16 contains 1298 members 
Mstep: Class 17 contains 32799 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 194846 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 51198 members 
Mstep: Class 22 contains 64611 members 
Mstep: Class 23 contains 81 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 785 members 
Mstep: Class 26 contains 1143 members 
Mstep: Class 27 contains 44716 members 
Mstep: Class 28 contains 341 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 504 members 
Mstep: Class 32 contains 128 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 463 members 
Mstep: Class 35 contains 436 members 
Entering Unmasked Estep 
Score: -148074896.000000 Penalty: 121824.687500
Splitting cluster 9 changes total score from -148075632.000000 to -148074896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Entering Unmasked Estep 
Score: -573896.375000 Penalty: 2112.511719
	Iteration 0F: 2 clusters Score -573896.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -569424.937500 Penalty: 4225.023438
	Iteration 0F: 3 clusters Score -569424.9 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -570546.500000 Penalty: 4225.023438
	Iteration 1F: 3 clusters Score -570546.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -570805.937500 Penalty: 4225.023438
	Iteration 2F: 3 clusters Score -570805.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -571017.125000 Penalty: 4225.023438
	Iteration 3F: 3 clusters Score -571017.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -571187.500000 Penalty: 4225.023438
	Iteration 4Q: 3 clusters Score -571187.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -571366.750000 Penalty: 4225.023438
	Iteration 5Q: 3 clusters Score -571366.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -571536.312500 Penalty: 4225.023438
	Iteration 6Q: 3 clusters Score -571536.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -571693.562500 Penalty: 4225.023438
	Iteration 7Q: 3 clusters Score -571693.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -571844.000000 Penalty: 4225.023438
	Iteration 8Q: 3 clusters Score -571844 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -571991.812500 Penalty: 4225.023438
	Iteration 9Q: 3 clusters Score -571991.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -572146.812500 Penalty: 4225.023438
	Iteration 10Q: 3 clusters Score -572146.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -572258.437500 Penalty: 4225.023438
	Iteration 11Q: 3 clusters Score -572258.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -572339.187500 Penalty: 4225.023438
	Iteration 12Q: 3 clusters Score -572339.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -572410.375000 Penalty: 4225.023438
	Iteration 13Q: 3 clusters Score -572410.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -572458.062500 Penalty: 4225.023438
	Iteration 14Q: 3 clusters Score -572458.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -572485.750000 Penalty: 4225.023438
	Iteration 15Q: 3 clusters Score -572485.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -572510.250000 Penalty: 4225.023438
	Iteration 16Q: 3 clusters Score -572510.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -572528.250000 Penalty: 4225.023438
	Iteration 17Q: 3 clusters Score -572528.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -572540.875000 Penalty: 4225.023438
	Iteration 18Q: 3 clusters Score -572540.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -572549.250000 Penalty: 4225.023438
	Iteration 19Q: 3 clusters Score -572549.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -572557.000000 Penalty: 4225.023438
	Iteration 20F: 3 clusters Score -572557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -572567.312500 Penalty: 4225.023438
	Iteration 21Q: 3 clusters Score -572567.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -572574.937500 Penalty: 4225.023438
	Iteration 22Q: 3 clusters Score -572574.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -572582.375000 Penalty: 4225.023438
	Iteration 23Q: 3 clusters Score -572582.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -572591.750000 Penalty: 4225.023438
	Iteration 24Q: 3 clusters Score -572591.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -572599.500000 Penalty: 4225.023438
	Iteration 25Q: 3 clusters Score -572599.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -572607.500000 Penalty: 4225.023438
	Iteration 26Q: 3 clusters Score -572607.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -572617.437500 Penalty: 4225.023438
	Iteration 27Q: 3 clusters Score -572617.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -572626.562500 Penalty: 4225.023438
	Iteration 28Q: 3 clusters Score -572626.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -572637.937500 Penalty: 4225.023438
	Iteration 29Q: 3 clusters Score -572637.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -572645.312500 Penalty: 4225.023438
	Iteration 30Q: 3 clusters Score -572645.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -572651.000000 Penalty: 4225.023438
	Iteration 31Q: 3 clusters Score -572651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -572659.062500 Penalty: 4225.023438
	Iteration 32Q: 3 clusters Score -572659.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -572667.812500 Penalty: 4225.023438
	Iteration 33Q: 3 clusters Score -572667.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -572677.187500 Penalty: 4225.023438
	Iteration 34Q: 3 clusters Score -572677.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -572687.625000 Penalty: 4225.023438
	Iteration 35Q: 3 clusters Score -572687.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -572701.562500 Penalty: 4225.023438
	Iteration 36Q: 3 clusters Score -572701.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -572720.687500 Penalty: 4225.023438
	Iteration 37Q: 3 clusters Score -572720.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -572747.500000 Penalty: 4225.023438
	Iteration 38Q: 3 clusters Score -572747.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -572779.687500 Penalty: 4225.023438
	Iteration 39Q: 3 clusters Score -572779.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -572817.812500 Penalty: 4225.023438
	Iteration 40F: 3 clusters Score -572817.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -572859.187500 Penalty: 4225.023438
	Iteration 41Q: 3 clusters Score -572859.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -572896.625000 Penalty: 4225.023438
	Iteration 42Q: 3 clusters Score -572896.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -572931.187500 Penalty: 4225.023438
	Iteration 43Q: 3 clusters Score -572931.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -572958.062500 Penalty: 4225.023438
	Iteration 44Q: 3 clusters Score -572958.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -572980.687500 Penalty: 4225.023438
	Iteration 45Q: 3 clusters Score -572980.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -573002.562500 Penalty: 4225.023438
	Iteration 46Q: 3 clusters Score -573002.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -573018.562500 Penalty: 4225.023438
	Iteration 47Q: 3 clusters Score -573018.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -573032.875000 Penalty: 4225.023438
	Iteration 48Q: 3 clusters Score -573032.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -573040.937500 Penalty: 4225.023438
	Iteration 49Q: 3 clusters Score -573040.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -573045.812500 Penalty: 4225.023438
	Iteration 50Q: 3 clusters Score -573045.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -573050.437500 Penalty: 4225.023438
	Iteration 51Q: 3 clusters Score -573050.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -573051.375000 Penalty: 4225.023438
	Iteration 52Q: 3 clusters Score -573051.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -573052.062500 Penalty: 4225.023438
	Iteration 53Q: 3 clusters Score -573052.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -573052.812500 Penalty: 4225.023438
	Iteration 54Q: 3 clusters Score -573052.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -573052.875000 Penalty: 4225.023438
	Iteration 55Q: 3 clusters Score -573052.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -573054.125000 Penalty: 4225.023438
	Iteration 56Q: 3 clusters Score -573054.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -573054.937500 Penalty: 4225.023438
	Iteration 57Q: 3 clusters Score -573054.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -573054.937500 Penalty: 4225.023438
	Iteration 58F: 3 clusters Score -573054.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (159533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159533 members 
Entering Unmasked Estep 
Score: -19456702.000000 Penalty: 2971.041504
	Iteration 0F: 2 clusters Score -1.94567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79758 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -19350112.000000 Penalty: 5942.083008
	Iteration 0F: 3 clusters Score -1.935011e+07 nChanged 76534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78576 members 
Mstep: Class 2 contains 80957 members 
Entering Unmasked Estep 
Score: -19394362.000000 Penalty: 5942.083008
	Iteration 1F: 3 clusters Score -1.939436e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77848 members 
Mstep: Class 2 contains 81685 members 
Entering Unmasked Estep 
Score: -19395292.000000 Penalty: 5942.083008
	Iteration 2Q: 3 clusters Score -1.939529e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76675 members 
Mstep: Class 2 contains 82858 members 
Entering Unmasked Estep 
Score: -19396522.000000 Penalty: 5942.083008
	Iteration 3Q: 3 clusters Score -1.939652e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74873 members 
Mstep: Class 2 contains 84660 members 
Entering Unmasked Estep 
Score: -19398052.000000 Penalty: 5942.083008
	Iteration 4Q: 3 clusters Score -1.939805e+07 nChanged 6166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72191 members 
Mstep: Class 2 contains 87342 members 
Entering Unmasked Estep 
Score: -19400274.000000 Penalty: 5942.083008
	Iteration 5Q: 3 clusters Score -1.940027e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68356 members 
Mstep: Class 2 contains 91177 members 
Entering Unmasked Estep 
Score: -19403308.000000 Penalty: 5942.083008
	Iteration 6Q: 3 clusters Score -1.940331e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63169 members 
Mstep: Class 2 contains 96364 members 
Entering Unmasked Estep 
Score: -19407554.000000 Penalty: 5942.083008
	Iteration 7F: 3 clusters Score -1.940755e+07 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56616 members 
Mstep: Class 2 contains 102917 members 
Entering Unmasked Estep 
Score: -19413412.000000 Penalty: 5942.083008
	Iteration 8F: 3 clusters Score -1.941341e+07 nChanged 10343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 110416 members 
Entering Unmasked Estep 
Score: -19420890.000000 Penalty: 5942.083008
	Iteration 9F: 3 clusters Score -1.942089e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 117837 members 
Entering Unmasked Estep 
Score: -19429214.000000 Penalty: 5942.083008
	Iteration 10F: 3 clusters Score -1.942921e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 123818 members 
Entering Unmasked Estep 
Score: -19436178.000000 Penalty: 5942.083008
	Iteration 11F: 3 clusters Score -1.943618e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 127991 members 
Entering Unmasked Estep 
Score: -19440536.000000 Penalty: 5942.083008
	Iteration 12Q: 3 clusters Score -1.944054e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 131217 members 
Entering Unmasked Estep 
Score: -19442808.000000 Penalty: 5942.083008
	Iteration 13Q: 3 clusters Score -1.944281e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 134030 members 
Entering Unmasked Estep 
Score: -19444388.000000 Penalty: 5942.083008
	Iteration 14Q: 3 clusters Score -1.944439e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 136586 members 
Entering Unmasked Estep 
Score: -19445622.000000 Penalty: 5942.083008
	Iteration 15Q: 3 clusters Score -1.944562e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 138945 members 
Entering Unmasked Estep 
Score: -19446826.000000 Penalty: 5942.083008
	Iteration 16Q: 3 clusters Score -1.944683e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 141109 members 
Entering Unmasked Estep 
Score: -19447884.000000 Penalty: 5942.083008
	Iteration 17Q: 3 clusters Score -1.944788e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 143053 members 
Entering Unmasked Estep 
Score: -19448878.000000 Penalty: 5942.083008
	Iteration 18Q: 3 clusters Score -1.944888e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 144738 members 
Entering Unmasked Estep 
Score: -19449662.000000 Penalty: 5942.083008
	Iteration 19Q: 3 clusters Score -1.944966e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 146259 members 
Entering Unmasked Estep 
Score: -19450340.000000 Penalty: 5942.083008
	Iteration 20F: 3 clusters Score -1.945034e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 147588 members 
Entering Unmasked Estep 
Score: -19450854.000000 Penalty: 5942.083008
	Iteration 21Q: 3 clusters Score -1.945085e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 148759 members 
Entering Unmasked Estep 
Score: -19451288.000000 Penalty: 5942.083008
	Iteration 22Q: 3 clusters Score -1.945129e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 149797 members 
Entering Unmasked Estep 
Score: -19451834.000000 Penalty: 5942.083008
	Iteration 23Q: 3 clusters Score -1.945183e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 150691 members 
Entering Unmasked Estep 
Score: -19452220.000000 Penalty: 5942.083008
	Iteration 24Q: 3 clusters Score -1.945222e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 151480 members 
Entering Unmasked Estep 
Score: -19452508.000000 Penalty: 5942.083008
	Iteration 25Q: 3 clusters Score -1.945251e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 152129 members 
Entering Unmasked Estep 
Score: -19452700.000000 Penalty: 5942.083008
	Iteration 26Q: 3 clusters Score -1.94527e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 152686 members 
Entering Unmasked Estep 
Score: -19452886.000000 Penalty: 5942.083008
	Iteration 27Q: 3 clusters Score -1.945289e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 153184 members 
Entering Unmasked Estep 
Score: -19452992.000000 Penalty: 5942.083008
	Iteration 28Q: 3 clusters Score -1.945299e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 153637 members 
Entering Unmasked Estep 
Score: -19453208.000000 Penalty: 5942.083008
	Iteration 29Q: 3 clusters Score -1.945321e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 154033 members 
Entering Unmasked Estep 
Score: -19453376.000000 Penalty: 5942.083008
	Iteration 30Q: 3 clusters Score -1.945338e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 154395 members 
Entering Unmasked Estep 
Score: -19453416.000000 Penalty: 5942.083008
	Iteration 31Q: 3 clusters Score -1.945342e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 154712 members 
Entering Unmasked Estep 
Score: -19453586.000000 Penalty: 5942.083008
	Iteration 32Q: 3 clusters Score -1.945359e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 155010 members 
Entering Unmasked Estep 
Score: -19453672.000000 Penalty: 5942.083008
	Iteration 33Q: 3 clusters Score -1.945367e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 155261 members 
Entering Unmasked Estep 
Score: -19453754.000000 Penalty: 5942.083008
	Iteration 34Q: 3 clusters Score -1.945375e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 155527 members 
Entering Unmasked Estep 
Score: -19453860.000000 Penalty: 5942.083008
	Iteration 35Q: 3 clusters Score -1.945386e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 155742 members 
Entering Unmasked Estep 
Score: -19453916.000000 Penalty: 5942.083008
	Iteration 36Q: 3 clusters Score -1.945392e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 155919 members 
Entering Unmasked Estep 
Score: -19454006.000000 Penalty: 5942.083008
	Iteration 37Q: 3 clusters Score -1.945401e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 156065 members 
Entering Unmasked Estep 
Score: -19454082.000000 Penalty: 5942.083008
	Iteration 38Q: 3 clusters Score -1.945408e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 156217 members 
Entering Unmasked Estep 
Score: -19454082.000000 Penalty: 5942.083008
	Iteration 39Q: 3 clusters Score -1.945408e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 156356 members 
Entering Unmasked Estep 
Score: -19454144.000000 Penalty: 5942.083008
	Iteration 40F: 3 clusters Score -1.945414e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 156478 members 
Entering Unmasked Estep 
Score: -19454210.000000 Penalty: 5942.083008
	Iteration 41Q: 3 clusters Score -1.945421e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 156584 members 
Entering Unmasked Estep 
Score: -19454232.000000 Penalty: 5942.083008
	Iteration 42Q: 3 clusters Score -1.945423e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 156698 members 
Entering Unmasked Estep 
Score: -19454262.000000 Penalty: 5942.083008
	Iteration 43Q: 3 clusters Score -1.945426e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 156796 members 
Entering Unmasked Estep 
Score: -19454268.000000 Penalty: 5942.083008
	Iteration 44Q: 3 clusters Score -1.945427e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 156884 members 
Entering Unmasked Estep 
Score: -19454300.000000 Penalty: 5942.083008
	Iteration 45Q: 3 clusters Score -1.94543e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 156966 members 
Entering Unmasked Estep 
Score: -19454306.000000 Penalty: 5942.083008
	Iteration 46Q: 3 clusters Score -1.945431e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 157045 members 
Entering Unmasked Estep 
Score: -19454350.000000 Penalty: 5942.083008
	Iteration 47Q: 3 clusters Score -1.945435e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 157111 members 
Entering Unmasked Estep 
Score: -19454386.000000 Penalty: 5942.083008
	Iteration 48Q: 3 clusters Score -1.945439e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 157183 members 
Entering Unmasked Estep 
Score: -19454382.000000 Penalty: 5942.083008
	Iteration 49Q: 3 clusters Score -1.945438e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 157229 members 
Entering Unmasked Estep 
Score: -19454398.000000 Penalty: 5942.083008
	Iteration 50Q: 3 clusters Score -1.94544e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 157261 members 
Entering Unmasked Estep 
Score: -19454392.000000 Penalty: 5942.083008
	Iteration 51Q: 3 clusters Score -1.945439e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 157283 members 
Entering Unmasked Estep 
Score: -19454392.000000 Penalty: 5942.083008
	Iteration 52Q: 3 clusters Score -1.945439e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 157304 members 
Entering Unmasked Estep 
Score: -19454410.000000 Penalty: 5942.083008
	Iteration 53Q: 3 clusters Score -1.945441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 157315 members 
Entering Unmasked Estep 
Score: -19454406.000000 Penalty: 5942.083008
	Iteration 54Q: 3 clusters Score -1.945441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 157324 members 
Entering Unmasked Estep 
Score: -19454436.000000 Penalty: 5942.083008
	Iteration 55Q: 3 clusters Score -1.945444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 157332 members 
Entering Unmasked Estep 
Score: -19454438.000000 Penalty: 5942.083008
	Iteration 56Q: 3 clusters Score -1.945444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 157341 members 
Entering Unmasked Estep 
Score: -19454420.000000 Penalty: 5942.083008
	Iteration 57Q: 3 clusters Score -1.945442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 157347 members 
Entering Unmasked Estep 
Score: -19454426.000000 Penalty: 5942.083008
	Iteration 58Q: 3 clusters Score -1.945443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 157350 members 
Entering Unmasked Estep 
Score: -19454416.000000 Penalty: 5942.083008
	Iteration 59Q: 3 clusters Score -1.945442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 157355 members 
Entering Unmasked Estep 
Score: -19454420.000000 Penalty: 5942.083008
	Iteration 60F: 3 clusters Score -1.945442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 157358 members 
Entering Unmasked Estep 
Score: -19454412.000000 Penalty: 5942.083008
	Iteration 61Q: 3 clusters Score -1.945441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 157362 members 
Entering Unmasked Estep 
Score: -19454406.000000 Penalty: 5942.083008
	Iteration 62Q: 3 clusters Score -1.945441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 157367 members 
Entering Unmasked Estep 
Score: -19454404.000000 Penalty: 5942.083008
	Iteration 63Q: 3 clusters Score -1.94544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 157372 members 
Entering Unmasked Estep 
Score: -19454398.000000 Penalty: 5942.083008
	Iteration 64Q: 3 clusters Score -1.94544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 157377 members 
Entering Unmasked Estep 
Score: -19454406.000000 Penalty: 5942.083008
	Iteration 65Q: 3 clusters Score -1.945441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 157381 members 
Entering Unmasked Estep 
Score: -19454404.000000 Penalty: 5942.083008
	Iteration 66Q: 3 clusters Score -1.94544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 157386 members 
Entering Unmasked Estep 
Score: -19454408.000000 Penalty: 5942.083008
	Iteration 67Q: 3 clusters Score -1.945441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 157387 members 
Entering Unmasked Estep 
Score: -19454408.000000 Penalty: 5942.083008
	Iteration 68Q: 3 clusters Score -1.945441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 157387 members 
Entering Unmasked Estep 
Score: -19454408.000000 Penalty: 5942.083008
	Iteration 69F: 3 clusters Score -1.945441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (68015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Entering Unmasked Estep 
Score: -7774687.500000 Penalty: 2759.615967
	Iteration 0F: 2 clusters Score -7774688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -7729362.000000 Penalty: 5519.231934
	Iteration 0F: 3 clusters Score -7729362 nChanged 31583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -7747402.500000 Penalty: 5519.231934
	Iteration 1F: 3 clusters Score -7747402 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -7748919.000000 Penalty: 5519.231934
	Iteration 2F: 3 clusters Score -7748919 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -7750782.000000 Penalty: 5519.231934
	Iteration 3F: 3 clusters Score -7750782 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -7753107.000000 Penalty: 5519.231934
	Iteration 4F: 3 clusters Score -7753107 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -7755757.000000 Penalty: 5519.231934
	Iteration 5F: 3 clusters Score -7755757 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -7758677.000000 Penalty: 5519.231934
	Iteration 6F: 3 clusters Score -7758677 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -7761719.500000 Penalty: 5519.231934
	Iteration 7F: 3 clusters Score -7761720 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -7764545.000000 Penalty: 5519.231934
	Iteration 8F: 3 clusters Score -7764545 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -7766964.000000 Penalty: 5519.231934
	Iteration 9Q: 3 clusters Score -7766964 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59965 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -7769037.000000 Penalty: 5519.231934
	Iteration 10Q: 3 clusters Score -7769037 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61939 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -7770656.000000 Penalty: 5519.231934
	Iteration 11Q: 3 clusters Score -7770656 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63283 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -7771705.500000 Penalty: 5519.231934
	Iteration 12Q: 3 clusters Score -7771706 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64204 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -7772430.500000 Penalty: 5519.231934
	Iteration 13Q: 3 clusters Score -7772430 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64790 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -7772895.500000 Penalty: 5519.231934
	Iteration 14Q: 3 clusters Score -7772896 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -7773206.500000 Penalty: 5519.231934
	Iteration 15Q: 3 clusters Score -7773206 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -7773358.500000 Penalty: 5519.231934
	Iteration 16Q: 3 clusters Score -7773358 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -7773439.500000 Penalty: 5519.231934
	Iteration 17Q: 3 clusters Score -7773440 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65670 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -7773513.000000 Penalty: 5519.231934
	Iteration 18Q: 3 clusters Score -7773513 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -7773558.000000 Penalty: 5519.231934
	Iteration 19Q: 3 clusters Score -7773558 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -7773590.500000 Penalty: 5519.231934
	Iteration 20F: 3 clusters Score -7773590 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65894 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -7773604.500000 Penalty: 5519.231934
	Iteration 21Q: 3 clusters Score -7773604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -7773618.000000 Penalty: 5519.231934
	Iteration 22Q: 3 clusters Score -7773618 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7773638.500000 Penalty: 5519.231934
	Iteration 23Q: 3 clusters Score -7773638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65982 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7773637.500000 Penalty: 5519.231934
	Iteration 24Q: 3 clusters Score -7773638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66003 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -7773655.000000 Penalty: 5519.231934
	Iteration 25Q: 3 clusters Score -7773655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66022 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -7773655.000000 Penalty: 5519.231934
	Iteration 26Q: 3 clusters Score -7773655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66037 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -7773658.000000 Penalty: 5519.231934
	Iteration 27Q: 3 clusters Score -7773658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -7773665.500000 Penalty: 5519.231934
	Iteration 28Q: 3 clusters Score -7773666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66068 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -7773668.000000 Penalty: 5519.231934
	Iteration 29Q: 3 clusters Score -7773668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66082 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7773672.500000 Penalty: 5519.231934
	Iteration 30Q: 3 clusters Score -7773672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66091 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7773674.500000 Penalty: 5519.231934
	Iteration 31Q: 3 clusters Score -7773674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66095 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -7773676.500000 Penalty: 5519.231934
	Iteration 32Q: 3 clusters Score -7773676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -7773671.500000 Penalty: 5519.231934
	Iteration 33Q: 3 clusters Score -7773672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66099 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -7773668.500000 Penalty: 5519.231934
	Iteration 34Q: 3 clusters Score -7773668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66100 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7773660.500000 Penalty: 5519.231934
	Iteration 35Q: 3 clusters Score -7773660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7773667.000000 Penalty: 5519.231934
	Iteration 36Q: 3 clusters Score -7773667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7773671.500000 Penalty: 5519.231934
	Iteration 37Q: 3 clusters Score -7773672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -7773672.000000 Penalty: 5519.231934
	Iteration 38Q: 3 clusters Score -7773672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -7773672.000000 Penalty: 5519.231934
	Iteration 39F: 3 clusters Score -7773672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Entering Unmasked Estep 
Score: -32155.707031 Penalty: 1438.925293
	Iteration 0F: 2 clusters Score -32155.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -30863.466797 Penalty: 2877.850586
	Iteration 0F: 3 clusters Score -30863.47 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30985.685547 Penalty: 2877.850586
	Iteration 1F: 3 clusters Score -30985.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31027.636719 Penalty: 2877.850586
	Iteration 2Q: 3 clusters Score -31027.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31060.177734 Penalty: 2877.850586
	Iteration 3Q: 3 clusters Score -31060.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31083.687500 Penalty: 2877.850586
	Iteration 4Q: 3 clusters Score -31083.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -31112.460938 Penalty: 2877.850586
	Iteration 5Q: 3 clusters Score -31112.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31128.378906 Penalty: 2877.850586
	Iteration 6Q: 3 clusters Score -31128.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31157.333984 Penalty: 2877.850586
	Iteration 7Q: 3 clusters Score -31157.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31173.265625 Penalty: 2877.850586
	Iteration 8Q: 3 clusters Score -31173.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31192.296875 Penalty: 2877.850586
	Iteration 9Q: 3 clusters Score -31192.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31212.863281 Penalty: 2877.850586
	Iteration 10Q: 3 clusters Score -31212.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -31220.824219 Penalty: 2877.850586
	Iteration 11Q: 3 clusters Score -31220.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31229.642578 Penalty: 2877.850586
	Iteration 12Q: 3 clusters Score -31229.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31229.642578 Penalty: 2877.850586
	Iteration 13F: 3 clusters Score -31229.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -476374.125000 Penalty: 2076.469482
	Iteration 0F: 2 clusters Score -476374.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -472295.250000 Penalty: 4152.938965
	Iteration 0F: 3 clusters Score -472295.2 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -473334.843750 Penalty: 4152.938965
	Iteration 1F: 3 clusters Score -473334.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -473580.562500 Penalty: 4152.938965
	Iteration 2F: 3 clusters Score -473580.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -473766.562500 Penalty: 4152.938965
	Iteration 3F: 3 clusters Score -473766.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -474006.312500 Penalty: 4152.938965
	Iteration 4Q: 3 clusters Score -474006.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -474334.468750 Penalty: 4152.938965
	Iteration 5F: 3 clusters Score -474334.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -474660.031250 Penalty: 4152.938965
	Iteration 6F: 3 clusters Score -474660 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -474969.250000 Penalty: 4152.938965
	Iteration 7F: 3 clusters Score -474969.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -475243.437500 Penalty: 4152.938965
	Iteration 8F: 3 clusters Score -475243.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -475519.531250 Penalty: 4152.938965
	Iteration 9F: 3 clusters Score -475519.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -475754.968750 Penalty: 4152.938965
	Iteration 10F: 3 clusters Score -475755 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -475914.531250 Penalty: 4152.938965
	Iteration 11Q: 3 clusters Score -475914.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -476020.125000 Penalty: 4152.938965
	Iteration 12Q: 3 clusters Score -476020.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -476090.468750 Penalty: 4152.938965
	Iteration 13Q: 3 clusters Score -476090.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -476124.375000 Penalty: 4152.938965
	Iteration 14Q: 3 clusters Score -476124.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -476139.531250 Penalty: 4152.938965
	Iteration 15Q: 3 clusters Score -476139.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -476154.750000 Penalty: 4152.938965
	Iteration 16Q: 3 clusters Score -476154.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -476166.000000 Penalty: 4152.938965
	Iteration 17Q: 3 clusters Score -476166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -476174.093750 Penalty: 4152.938965
	Iteration 18Q: 3 clusters Score -476174.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -476183.593750 Penalty: 4152.938965
	Iteration 19Q: 3 clusters Score -476183.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -476194.406250 Penalty: 4152.938965
	Iteration 20F: 3 clusters Score -476194.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -476202.062500 Penalty: 4152.938965
	Iteration 21Q: 3 clusters Score -476202.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -476205.906250 Penalty: 4152.938965
	Iteration 22Q: 3 clusters Score -476205.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -476208.812500 Penalty: 4152.938965
	Iteration 23Q: 3 clusters Score -476208.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -476210.968750 Penalty: 4152.938965
	Iteration 24Q: 3 clusters Score -476211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -476213.968750 Penalty: 4152.938965
	Iteration 25Q: 3 clusters Score -476214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -476215.968750 Penalty: 4152.938965
	Iteration 26Q: 3 clusters Score -476216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -476217.062500 Penalty: 4152.938965
	Iteration 27Q: 3 clusters Score -476217.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -476216.875000 Penalty: 4152.938965
	Iteration 28Q: 3 clusters Score -476216.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -476217.500000 Penalty: 4152.938965
	Iteration 29Q: 3 clusters Score -476217.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -476217.562500 Penalty: 4152.938965
	Iteration 30Q: 3 clusters Score -476217.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -476218.906250 Penalty: 4152.938965
	Iteration 31Q: 3 clusters Score -476218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -476218.593750 Penalty: 4152.938965
	Iteration 32Q: 3 clusters Score -476218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -476218.906250 Penalty: 4152.938965
	Iteration 33Q: 3 clusters Score -476218.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -476220.218750 Penalty: 4152.938965
	Iteration 34Q: 3 clusters Score -476220.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -476220.281250 Penalty: 4152.938965
	Iteration 35Q: 3 clusters Score -476220.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -476220.281250 Penalty: 4152.938965
	Iteration 36F: 3 clusters Score -476220.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (197632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197632 members 
Entering Unmasked Estep 
Score: -24084170.000000 Penalty: 3024.152344
	Iteration 0F: 2 clusters Score -2.408417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98735 members 
Mstep: Class 2 contains 98897 members 
Entering Unmasked Estep 
Score: -23954398.000000 Penalty: 6048.304688
	Iteration 0F: 3 clusters Score -2.39544e+07 nChanged 94967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95538 members 
Mstep: Class 2 contains 102094 members 
Entering Unmasked Estep 
Score: -24009750.000000 Penalty: 6048.304688
	Iteration 1F: 3 clusters Score -2.400975e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93330 members 
Mstep: Class 2 contains 104302 members 
Entering Unmasked Estep 
Score: -24011054.000000 Penalty: 6048.304688
	Iteration 2Q: 3 clusters Score -2.401105e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89959 members 
Mstep: Class 2 contains 107673 members 
Entering Unmasked Estep 
Score: -24012926.000000 Penalty: 6048.304688
	Iteration 3Q: 3 clusters Score -2.401293e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 112585 members 
Entering Unmasked Estep 
Score: -24015260.000000 Penalty: 6048.304688
	Iteration 4Q: 3 clusters Score -2.401526e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77896 members 
Mstep: Class 2 contains 119736 members 
Entering Unmasked Estep 
Score: -24019036.000000 Penalty: 6048.304688
	Iteration 5Q: 3 clusters Score -2.401904e+07 nChanged 11015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68317 members 
Mstep: Class 2 contains 129315 members 
Entering Unmasked Estep 
Score: -24024706.000000 Penalty: 6048.304688
	Iteration 6F: 3 clusters Score -2.402471e+07 nChanged 13202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Mstep: Class 2 contains 141507 members 
Entering Unmasked Estep 
Score: -24033326.000000 Penalty: 6048.304688
	Iteration 7F: 3 clusters Score -2.403333e+07 nChanged 14617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 155620 members 
Entering Unmasked Estep 
Score: -24045232.000000 Penalty: 6048.304688
	Iteration 8F: 3 clusters Score -2.404523e+07 nChanged 14048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 169452 members 
Entering Unmasked Estep 
Score: -24057702.000000 Penalty: 6048.304688
	Iteration 9F: 3 clusters Score -2.40577e+07 nChanged 11357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 180757 members 
Entering Unmasked Estep 
Score: -24068034.000000 Penalty: 6048.304688
	Iteration 10F: 3 clusters Score -2.406803e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 188251 members 
Entering Unmasked Estep 
Score: -24074746.000000 Penalty: 6048.304688
	Iteration 11Q: 3 clusters Score -2.407475e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 192516 members 
Entering Unmasked Estep 
Score: -24078116.000000 Penalty: 6048.304688
	Iteration 12Q: 3 clusters Score -2.407812e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 194723 members 
Entering Unmasked Estep 
Score: -24079922.000000 Penalty: 6048.304688
	Iteration 13Q: 3 clusters Score -2.407992e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 195902 members 
Entering Unmasked Estep 
Score: -24080796.000000 Penalty: 6048.304688
	Iteration 14Q: 3 clusters Score -2.40808e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 196490 members 
Entering Unmasked Estep 
Score: -24081090.000000 Penalty: 6048.304688
	Iteration 15Q: 3 clusters Score -2.408109e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 196774 members 
Entering Unmasked Estep 
Score: -24081276.000000 Penalty: 6048.304688
	Iteration 16Q: 3 clusters Score -2.408128e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 196914 members 
Entering Unmasked Estep 
Score: -24081424.000000 Penalty: 6048.304688
	Iteration 17Q: 3 clusters Score -2.408142e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 197006 members 
Entering Unmasked Estep 
Score: -24081502.000000 Penalty: 6048.304688
	Iteration 18Q: 3 clusters Score -2.40815e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 197049 members 
Entering Unmasked Estep 
Score: -24081554.000000 Penalty: 6048.304688
	Iteration 19Q: 3 clusters Score -2.408155e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 197075 members 
Entering Unmasked Estep 
Score: -24081562.000000 Penalty: 6048.304688
	Iteration 20F: 3 clusters Score -2.408156e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 197106 members 
Entering Unmasked Estep 
Score: -24081584.000000 Penalty: 6048.304688
	Iteration 21Q: 3 clusters Score -2.408158e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 197121 members 
Entering Unmasked Estep 
Score: -24081606.000000 Penalty: 6048.304688
	Iteration 22Q: 3 clusters Score -2.408161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 197126 members 
Entering Unmasked Estep 
Score: -24081616.000000 Penalty: 6048.304688
	Iteration 23Q: 3 clusters Score -2.408162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 197132 members 
Entering Unmasked Estep 
Score: -24081638.000000 Penalty: 6048.304688
	Iteration 24Q: 3 clusters Score -2.408164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 197138 members 
Entering Unmasked Estep 
Score: -24081622.000000 Penalty: 6048.304688
	Iteration 25Q: 3 clusters Score -2.408162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 197143 members 
Entering Unmasked Estep 
Score: -24081646.000000 Penalty: 6048.304688
	Iteration 26Q: 3 clusters Score -2.408165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 197150 members 
Entering Unmasked Estep 
Score: -24081666.000000 Penalty: 6048.304688
	Iteration 27Q: 3 clusters Score -2.408167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 197151 members 
Entering Unmasked Estep 
Score: -24081656.000000 Penalty: 6048.304688
	Iteration 28Q: 3 clusters Score -2.408166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 197152 members 
Entering Unmasked Estep 
Score: -24081648.000000 Penalty: 6048.304688
	Iteration 29Q: 3 clusters Score -2.408165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 197154 members 
Entering Unmasked Estep 
Score: -24081658.000000 Penalty: 6048.304688
	Iteration 30Q: 3 clusters Score -2.408166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 197155 members 
Entering Unmasked Estep 
Score: -24081658.000000 Penalty: 6048.304688
	Iteration 31Q: 3 clusters Score -2.408166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 197157 members 
Entering Unmasked Estep 
Score: -24081654.000000 Penalty: 6048.304688
	Iteration 32Q: 3 clusters Score -2.408165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 197158 members 
Entering Unmasked Estep 
Score: -24081662.000000 Penalty: 6048.304688
	Iteration 33Q: 3 clusters Score -2.408166e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 197158 members 
Entering Unmasked Estep 
Score: -24081662.000000 Penalty: 6048.304688
	Iteration 34F: 3 clusters Score -2.408166e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Entering Unmasked Estep 
Score: -154972.296875 Penalty: 1777.807861
	Iteration 0F: 2 clusters Score -154972.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -152905.296875 Penalty: 3555.615723
	Iteration 0F: 3 clusters Score -152905.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -153550.718750 Penalty: 3555.615723
	Iteration 1F: 3 clusters Score -153550.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -153896.187500 Penalty: 3555.615723
	Iteration 2F: 3 clusters Score -153896.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -154138.296875 Penalty: 3555.615723
	Iteration 3F: 3 clusters Score -154138.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -154253.343750 Penalty: 3555.615723
	Iteration 4F: 3 clusters Score -154253.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -154330.687500 Penalty: 3555.615723
	Iteration 5Q: 3 clusters Score -154330.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -154382.546875 Penalty: 3555.615723
	Iteration 6Q: 3 clusters Score -154382.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -154417.890625 Penalty: 3555.615723
	Iteration 7Q: 3 clusters Score -154417.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -154438.093750 Penalty: 3555.615723
	Iteration 8Q: 3 clusters Score -154438.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -154450.421875 Penalty: 3555.615723
	Iteration 9Q: 3 clusters Score -154450.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -154457.578125 Penalty: 3555.615723
	Iteration 10Q: 3 clusters Score -154457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -154460.093750 Penalty: 3555.615723
	Iteration 11Q: 3 clusters Score -154460.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -154460.093750 Penalty: 3555.615723
	Iteration 12F: 3 clusters Score -154460.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Entering Unmasked Estep 
Score: -3933266.750000 Penalty: 2578.741943
	Iteration 0F: 2 clusters Score -3933267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3910884.250000 Penalty: 5157.483887
	Iteration 0F: 3 clusters Score -3910884 nChanged 14768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -3919043.250000 Penalty: 5157.483887
	Iteration 1F: 3 clusters Score -3919043 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -3919679.000000 Penalty: 5157.483887
	Iteration 2F: 3 clusters Score -3919679 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -3920353.500000 Penalty: 5157.483887
	Iteration 3Q: 3 clusters Score -3920354 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -3921085.500000 Penalty: 5157.483887
	Iteration 4F: 3 clusters Score -3921086 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3921965.000000 Penalty: 5157.483887
	Iteration 5F: 3 clusters Score -3921965 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -3923026.000000 Penalty: 5157.483887
	Iteration 6F: 3 clusters Score -3923026 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -3924103.750000 Penalty: 5157.483887
	Iteration 7F: 3 clusters Score -3924104 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -3925056.000000 Penalty: 5157.483887
	Iteration 8F: 3 clusters Score -3925056 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -3925896.250000 Penalty: 5157.483887
	Iteration 9Q: 3 clusters Score -3925896 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -3926599.500000 Penalty: 5157.483887
	Iteration 10Q: 3 clusters Score -3926600 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3927164.500000 Penalty: 5157.483887
	Iteration 11Q: 3 clusters Score -3927164 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -3927660.750000 Penalty: 5157.483887
	Iteration 12Q: 3 clusters Score -3927661 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -3928125.500000 Penalty: 5157.483887
	Iteration 13Q: 3 clusters Score -3928126 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -3928504.000000 Penalty: 5157.483887
	Iteration 14Q: 3 clusters Score -3928504 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -3928791.500000 Penalty: 5157.483887
	Iteration 15Q: 3 clusters Score -3928792 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3929011.750000 Penalty: 5157.483887
	Iteration 16Q: 3 clusters Score -3929012 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3929227.750000 Penalty: 5157.483887
	Iteration 17Q: 3 clusters Score -3929228 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -3929428.500000 Penalty: 5157.483887
	Iteration 18Q: 3 clusters Score -3929428 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -3929570.250000 Penalty: 5157.483887
	Iteration 19Q: 3 clusters Score -3929570 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3929729.500000 Penalty: 5157.483887
	Iteration 20F: 3 clusters Score -3929730 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -3929846.750000 Penalty: 5157.483887
	Iteration 21Q: 3 clusters Score -3929847 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3929949.000000 Penalty: 5157.483887
	Iteration 22Q: 3 clusters Score -3929949 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3930050.500000 Penalty: 5157.483887
	Iteration 23Q: 3 clusters Score -3930050 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -3930173.750000 Penalty: 5157.483887
	Iteration 24Q: 3 clusters Score -3930174 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -3930284.000000 Penalty: 5157.483887
	Iteration 25Q: 3 clusters Score -3930284 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -3930377.000000 Penalty: 5157.483887
	Iteration 26Q: 3 clusters Score -3930377 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -3930484.250000 Penalty: 5157.483887
	Iteration 27Q: 3 clusters Score -3930484 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -3930603.250000 Penalty: 5157.483887
	Iteration 28Q: 3 clusters Score -3930603 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -3930795.750000 Penalty: 5157.483887
	Iteration 29Q: 3 clusters Score -3930796 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -3930975.000000 Penalty: 5157.483887
	Iteration 30Q: 3 clusters Score -3930975 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -3931186.000000 Penalty: 5157.483887
	Iteration 31Q: 3 clusters Score -3931186 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -3931359.250000 Penalty: 5157.483887
	Iteration 32Q: 3 clusters Score -3931359 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -3931531.750000 Penalty: 5157.483887
	Iteration 33Q: 3 clusters Score -3931532 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -3931692.750000 Penalty: 5157.483887
	Iteration 34Q: 3 clusters Score -3931693 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -3931785.250000 Penalty: 5157.483887
	Iteration 35Q: 3 clusters Score -3931785 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -3931850.750000 Penalty: 5157.483887
	Iteration 36Q: 3 clusters Score -3931851 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -3931911.250000 Penalty: 5157.483887
	Iteration 37Q: 3 clusters Score -3931911 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -3931975.000000 Penalty: 5157.483887
	Iteration 38Q: 3 clusters Score -3931975 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -3932004.250000 Penalty: 5157.483887
	Iteration 39Q: 3 clusters Score -3932004 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -3932020.750000 Penalty: 5157.483887
	Iteration 40F: 3 clusters Score -3932021 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -3932052.500000 Penalty: 5157.483887
	Iteration 41Q: 3 clusters Score -3932052 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -3932072.750000 Penalty: 5157.483887
	Iteration 42Q: 3 clusters Score -3932073 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -3932100.250000 Penalty: 5157.483887
	Iteration 43Q: 3 clusters Score -3932100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -3932120.500000 Penalty: 5157.483887
	Iteration 44Q: 3 clusters Score -3932120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -3932133.250000 Penalty: 5157.483887
	Iteration 45Q: 3 clusters Score -3932133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -3932142.000000 Penalty: 5157.483887
	Iteration 46Q: 3 clusters Score -3932142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -3932146.250000 Penalty: 5157.483887
	Iteration 47Q: 3 clusters Score -3932146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -3932148.500000 Penalty: 5157.483887
	Iteration 48Q: 3 clusters Score -3932148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -3932164.750000 Penalty: 5157.483887
	Iteration 49Q: 3 clusters Score -3932165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -3932158.750000 Penalty: 5157.483887
	Iteration 50Q: 3 clusters Score -3932159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -3932162.500000 Penalty: 5157.483887
	Iteration 51Q: 3 clusters Score -3932162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -3932169.000000 Penalty: 5157.483887
	Iteration 52Q: 3 clusters Score -3932169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -3932161.000000 Penalty: 5157.483887
	Iteration 53Q: 3 clusters Score -3932161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -3932160.000000 Penalty: 5157.483887
	Iteration 54Q: 3 clusters Score -3932160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -3932165.750000 Penalty: 5157.483887
	Iteration 55Q: 3 clusters Score -3932166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -3932163.500000 Penalty: 5157.483887
	Iteration 56Q: 3 clusters Score -3932164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -3932163.500000 Penalty: 5157.483887
	Iteration 57F: 3 clusters Score -3932164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Entering Unmasked Estep 
Score: -445530.375000 Penalty: 2047.123169
	Iteration 0F: 2 clusters Score -445530.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -441719.093750 Penalty: 4094.246338
	Iteration 0F: 3 clusters Score -441719.1 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -442547.937500 Penalty: 4094.246338
	Iteration 1F: 3 clusters Score -442547.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -442823.687500 Penalty: 4094.246338
	Iteration 2F: 3 clusters Score -442823.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -443158.187500 Penalty: 4094.246338
	Iteration 3F: 3 clusters Score -443158.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -443514.843750 Penalty: 4094.246338
	Iteration 4F: 3 clusters Score -443514.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -443882.281250 Penalty: 4094.246338
	Iteration 5F: 3 clusters Score -443882.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -444238.343750 Penalty: 4094.246338
	Iteration 6F: 3 clusters Score -444238.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -444474.312500 Penalty: 4094.246338
	Iteration 7F: 3 clusters Score -444474.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -444640.781250 Penalty: 4094.246338
	Iteration 8Q: 3 clusters Score -444640.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -444769.781250 Penalty: 4094.246338
	Iteration 9Q: 3 clusters Score -444769.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -444860.218750 Penalty: 4094.246338
	Iteration 10Q: 3 clusters Score -444860.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -444911.781250 Penalty: 4094.246338
	Iteration 11Q: 3 clusters Score -444911.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -444939.656250 Penalty: 4094.246338
	Iteration 12Q: 3 clusters Score -444939.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -444955.625000 Penalty: 4094.246338
	Iteration 13Q: 3 clusters Score -444955.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -444962.937500 Penalty: 4094.246338
	Iteration 14Q: 3 clusters Score -444962.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -444967.562500 Penalty: 4094.246338
	Iteration 15Q: 3 clusters Score -444967.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -444974.875000 Penalty: 4094.246338
	Iteration 16Q: 3 clusters Score -444974.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -444979.593750 Penalty: 4094.246338
	Iteration 17Q: 3 clusters Score -444979.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -444981.125000 Penalty: 4094.246338
	Iteration 18Q: 3 clusters Score -444981.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -444983.375000 Penalty: 4094.246338
	Iteration 19Q: 3 clusters Score -444983.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -444983.531250 Penalty: 4094.246338
	Iteration 20F: 3 clusters Score -444983.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -444984.656250 Penalty: 4094.246338
	Iteration 21Q: 3 clusters Score -444984.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -444986.812500 Penalty: 4094.246338
	Iteration 22Q: 3 clusters Score -444986.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -444987.875000 Penalty: 4094.246338
	Iteration 23Q: 3 clusters Score -444987.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -444988.968750 Penalty: 4094.246338
	Iteration 24Q: 3 clusters Score -444989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -444990.031250 Penalty: 4094.246338
	Iteration 25Q: 3 clusters Score -444990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -444990.031250 Penalty: 4094.246338
	Iteration 26F: 3 clusters Score -444990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (194846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194846 members 
Entering Unmasked Estep 
Score: -23978920.000000 Penalty: 3020.631348
	Iteration 0F: 2 clusters Score -2.397892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96833 members 
Mstep: Class 2 contains 98013 members 
Entering Unmasked Estep 
Score: -23850212.000000 Penalty: 6041.262695
	Iteration 0F: 3 clusters Score -2.385021e+07 nChanged 93742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84475 members 
Mstep: Class 2 contains 110371 members 
Entering Unmasked Estep 
Score: -23906198.000000 Penalty: 6041.262695
	Iteration 1F: 3 clusters Score -2.39062e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77041 members 
Mstep: Class 2 contains 117805 members 
Entering Unmasked Estep 
Score: -23909700.000000 Penalty: 6041.262695
	Iteration 2Q: 3 clusters Score -2.39097e+07 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66143 members 
Mstep: Class 2 contains 128703 members 
Entering Unmasked Estep 
Score: -23915914.000000 Penalty: 6041.262695
	Iteration 3F: 3 clusters Score -2.391591e+07 nChanged 15207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 143534 members 
Entering Unmasked Estep 
Score: -23927198.000000 Penalty: 6041.262695
	Iteration 4F: 3 clusters Score -2.39272e+07 nChanged 17567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 160983 members 
Entering Unmasked Estep 
Score: -23943180.000000 Penalty: 6041.262695
	Iteration 5F: 3 clusters Score -2.394318e+07 nChanged 16231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 177190 members 
Entering Unmasked Estep 
Score: -23959496.000000 Penalty: 6041.262695
	Iteration 6F: 3 clusters Score -2.39595e+07 nChanged 10662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 187848 members 
Entering Unmasked Estep 
Score: -23970090.000000 Penalty: 6041.262695
	Iteration 7F: 3 clusters Score -2.397009e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 192447 members 
Entering Unmasked Estep 
Score: -23974358.000000 Penalty: 6041.262695
	Iteration 8Q: 3 clusters Score -2.397436e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 193918 members 
Entering Unmasked Estep 
Score: -23975598.000000 Penalty: 6041.262695
	Iteration 9Q: 3 clusters Score -2.39756e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 194328 members 
Entering Unmasked Estep 
Score: -23976012.000000 Penalty: 6041.262695
	Iteration 10Q: 3 clusters Score -2.397601e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 194435 members 
Entering Unmasked Estep 
Score: -23976136.000000 Penalty: 6041.262695
	Iteration 11Q: 3 clusters Score -2.397614e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 194473 members 
Entering Unmasked Estep 
Score: -23976176.000000 Penalty: 6041.262695
	Iteration 12Q: 3 clusters Score -2.397618e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 194490 members 
Entering Unmasked Estep 
Score: -23976210.000000 Penalty: 6041.262695
	Iteration 13Q: 3 clusters Score -2.397621e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 194503 members 
Entering Unmasked Estep 
Score: -23976220.000000 Penalty: 6041.262695
	Iteration 14Q: 3 clusters Score -2.397622e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 194513 members 
Entering Unmasked Estep 
Score: -23976266.000000 Penalty: 6041.262695
	Iteration 15Q: 3 clusters Score -2.397627e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 194521 members 
Entering Unmasked Estep 
Score: -23976302.000000 Penalty: 6041.262695
	Iteration 16Q: 3 clusters Score -2.39763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 194526 members 
Entering Unmasked Estep 
Score: -23976306.000000 Penalty: 6041.262695
	Iteration 17Q: 3 clusters Score -2.397631e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 194524 members 
Entering Unmasked Estep 
Score: -23976328.000000 Penalty: 6041.262695
	Iteration 18Q: 3 clusters Score -2.397633e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 194525 members 
Entering Unmasked Estep 
Score: -23976340.000000 Penalty: 6041.262695
	Iteration 19Q: 3 clusters Score -2.397634e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 194529 members 
Entering Unmasked Estep 
Score: -23976362.000000 Penalty: 6041.262695
	Iteration 20F: 3 clusters Score -2.397636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 194527 members 
Entering Unmasked Estep 
Score: -23976358.000000 Penalty: 6041.262695
	Iteration 21Q: 3 clusters Score -2.397636e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 194531 members 
Entering Unmasked Estep 
Score: -23976368.000000 Penalty: 6041.262695
	Iteration 22Q: 3 clusters Score -2.397637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 194535 members 
Entering Unmasked Estep 
Score: -23976366.000000 Penalty: 6041.262695
	Iteration 23Q: 3 clusters Score -2.397637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 194537 members 
Entering Unmasked Estep 
Score: -23976368.000000 Penalty: 6041.262695
	Iteration 24Q: 3 clusters Score -2.397637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 194538 members 
Entering Unmasked Estep 
Score: -23976390.000000 Penalty: 6041.262695
	Iteration 25Q: 3 clusters Score -2.397639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 194535 members 
Entering Unmasked Estep 
Score: -23976396.000000 Penalty: 6041.262695
	Iteration 26Q: 3 clusters Score -2.39764e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 194536 members 
Entering Unmasked Estep 
Score: -23976414.000000 Penalty: 6041.262695
	Iteration 27Q: 3 clusters Score -2.397641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 194533 members 
Entering Unmasked Estep 
Score: -23976422.000000 Penalty: 6041.262695
	Iteration 28Q: 3 clusters Score -2.397642e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 194531 members 
Entering Unmasked Estep 
Score: -23976416.000000 Penalty: 6041.262695
	Iteration 29Q: 3 clusters Score -2.397642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 194530 members 
Entering Unmasked Estep 
Score: -23976422.000000 Penalty: 6041.262695
	Iteration 30Q: 3 clusters Score -2.397642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 194530 members 
Entering Unmasked Estep 
Score: -23976422.000000 Penalty: 6041.262695
	Iteration 31F: 3 clusters Score -2.397642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Entering Unmasked Estep 
Score: -987226.937500 Penalty: 2240.658936
	Iteration 0F: 2 clusters Score -987226.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -980550.750000 Penalty: 4481.317871
	Iteration 0F: 3 clusters Score -980550.8 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -982499.375000 Penalty: 4481.317871
	Iteration 1F: 3 clusters Score -982499.4 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -982969.187500 Penalty: 4481.317871
	Iteration 2F: 3 clusters Score -982969.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -983332.937500 Penalty: 4481.317871
	Iteration 3F: 3 clusters Score -983332.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -983683.750000 Penalty: 4481.317871
	Iteration 4F: 3 clusters Score -983683.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -984061.250000 Penalty: 4481.317871
	Iteration 5F: 3 clusters Score -984061.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -984497.500000 Penalty: 4481.317871
	Iteration 6F: 3 clusters Score -984497.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -984911.937500 Penalty: 4481.317871
	Iteration 7F: 3 clusters Score -984911.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -985204.375000 Penalty: 4481.317871
	Iteration 8Q: 3 clusters Score -985204.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -985458.500000 Penalty: 4481.317871
	Iteration 9Q: 3 clusters Score -985458.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -985677.625000 Penalty: 4481.317871
	Iteration 10Q: 3 clusters Score -985677.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -985893.187500 Penalty: 4481.317871
	Iteration 11Q: 3 clusters Score -985893.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -986125.187500 Penalty: 4481.317871
	Iteration 12Q: 3 clusters Score -986125.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -986366.437500 Penalty: 4481.317871
	Iteration 13Q: 3 clusters Score -986366.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -986616.000000 Penalty: 4481.317871
	Iteration 14Q: 3 clusters Score -986616 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -986763.000000 Penalty: 4481.317871
	Iteration 15Q: 3 clusters Score -986763 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -986808.687500 Penalty: 4481.317871
	Iteration 16Q: 3 clusters Score -986808.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -986834.250000 Penalty: 4481.317871
	Iteration 17Q: 3 clusters Score -986834.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -986849.625000 Penalty: 4481.317871
	Iteration 18Q: 3 clusters Score -986849.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -986858.250000 Penalty: 4481.317871
	Iteration 19Q: 3 clusters Score -986858.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -986862.750000 Penalty: 4481.317871
	Iteration 20F: 3 clusters Score -986862.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -986867.812500 Penalty: 4481.317871
	Iteration 21Q: 3 clusters Score -986867.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -986872.875000 Penalty: 4481.317871
	Iteration 22Q: 3 clusters Score -986872.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -986875.375000 Penalty: 4481.317871
	Iteration 23Q: 3 clusters Score -986875.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -986881.125000 Penalty: 4481.317871
	Iteration 24Q: 3 clusters Score -986881.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -986879.937500 Penalty: 4481.317871
	Iteration 25Q: 3 clusters Score -986879.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -986885.875000 Penalty: 4481.317871
	Iteration 26Q: 3 clusters Score -986885.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -986895.125000 Penalty: 4481.317871
	Iteration 27Q: 3 clusters Score -986895.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -986905.812500 Penalty: 4481.317871
	Iteration 28Q: 3 clusters Score -986905.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -986915.687500 Penalty: 4481.317871
	Iteration 29Q: 3 clusters Score -986915.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -986920.875000 Penalty: 4481.317871
	Iteration 30Q: 3 clusters Score -986920.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -986927.312500 Penalty: 4481.317871
	Iteration 31Q: 3 clusters Score -986927.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -986929.062500 Penalty: 4481.317871
	Iteration 32Q: 3 clusters Score -986929.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -986933.875000 Penalty: 4481.317871
	Iteration 33Q: 3 clusters Score -986933.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -986938.437500 Penalty: 4481.317871
	Iteration 34Q: 3 clusters Score -986938.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -986942.562500 Penalty: 4481.317871
	Iteration 35Q: 3 clusters Score -986942.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -986947.437500 Penalty: 4481.317871
	Iteration 36Q: 3 clusters Score -986947.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -986952.062500 Penalty: 4481.317871
	Iteration 37Q: 3 clusters Score -986952.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -986954.562500 Penalty: 4481.317871
	Iteration 38Q: 3 clusters Score -986954.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -986963.250000 Penalty: 4481.317871
	Iteration 39Q: 3 clusters Score -986963.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -986969.437500 Penalty: 4481.317871
	Iteration 40F: 3 clusters Score -986969.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -986977.375000 Penalty: 4481.317871
	Iteration 41Q: 3 clusters Score -986977.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -986980.125000 Penalty: 4481.317871
	Iteration 42Q: 3 clusters Score -986980.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -986989.375000 Penalty: 4481.317871
	Iteration 43Q: 3 clusters Score -986989.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -987000.562500 Penalty: 4481.317871
	Iteration 44Q: 3 clusters Score -987000.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -987001.062500 Penalty: 4481.317871
	Iteration 45Q: 3 clusters Score -987001.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -987006.312500 Penalty: 4481.317871
	Iteration 46Q: 3 clusters Score -987006.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -987007.500000 Penalty: 4481.317871
	Iteration 47Q: 3 clusters Score -987007.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -987012.625000 Penalty: 4481.317871
	Iteration 48Q: 3 clusters Score -987012.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -987015.312500 Penalty: 4481.317871
	Iteration 49Q: 3 clusters Score -987015.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -987014.687500 Penalty: 4481.317871
	Iteration 50Q: 3 clusters Score -987014.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -987014.500000 Penalty: 4481.317871
	Iteration 51Q: 3 clusters Score -987014.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -987015.250000 Penalty: 4481.317871
	Iteration 52Q: 3 clusters Score -987015.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -987015.562500 Penalty: 4481.317871
	Iteration 53Q: 3 clusters Score -987015.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -987015.562500 Penalty: 4481.317871
	Iteration 54F: 3 clusters Score -987015.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Entering Unmasked Estep 
Score: -6133517.500000 Penalty: 2689.177002
	Iteration 0F: 2 clusters Score -6133518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -6099184.000000 Penalty: 5378.354004
	Iteration 0F: 3 clusters Score -6099184 nChanged 23576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -6112132.000000 Penalty: 5378.354004
	Iteration 1F: 3 clusters Score -6112132 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -6112817.000000 Penalty: 5378.354004
	Iteration 2Q: 3 clusters Score -6112817 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -6113585.500000 Penalty: 5378.354004
	Iteration 3Q: 3 clusters Score -6113586 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -6114625.500000 Penalty: 5378.354004
	Iteration 4Q: 3 clusters Score -6114626 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -6116293.500000 Penalty: 5378.354004
	Iteration 5F: 3 clusters Score -6116294 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -6118798.000000 Penalty: 5378.354004
	Iteration 6F: 3 clusters Score -6118798 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -6122154.500000 Penalty: 5378.354004
	Iteration 7F: 3 clusters Score -6122154 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -6125728.500000 Penalty: 5378.354004
	Iteration 8F: 3 clusters Score -6125728 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -6128474.000000 Penalty: 5378.354004
	Iteration 9F: 3 clusters Score -6128474 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -6129920.500000 Penalty: 5378.354004
	Iteration 10Q: 3 clusters Score -6129920 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -6130517.000000 Penalty: 5378.354004
	Iteration 11Q: 3 clusters Score -6130517 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -6130838.000000 Penalty: 5378.354004
	Iteration 12Q: 3 clusters Score -6130838 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -6130974.500000 Penalty: 5378.354004
	Iteration 13Q: 3 clusters Score -6130974 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -6131068.500000 Penalty: 5378.354004
	Iteration 14Q: 3 clusters Score -6131068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -6131099.500000 Penalty: 5378.354004
	Iteration 15Q: 3 clusters Score -6131100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 50844 members 
Entering Unmasked Estep 
Score: -6131130.500000 Penalty: 5378.354004
	Iteration 16Q: 3 clusters Score -6131130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -6131147.500000 Penalty: 5378.354004
	Iteration 17Q: 3 clusters Score -6131148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -6131160.000000 Penalty: 5378.354004
	Iteration 18Q: 3 clusters Score -6131160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -6131176.500000 Penalty: 5378.354004
	Iteration 19Q: 3 clusters Score -6131176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -6131184.000000 Penalty: 5378.354004
	Iteration 20F: 3 clusters Score -6131184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -6131198.500000 Penalty: 5378.354004
	Iteration 21Q: 3 clusters Score -6131198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -6131196.000000 Penalty: 5378.354004
	Iteration 22Q: 3 clusters Score -6131196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -6131204.000000 Penalty: 5378.354004
	Iteration 23Q: 3 clusters Score -6131204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -6131215.500000 Penalty: 5378.354004
	Iteration 24Q: 3 clusters Score -6131216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -6131212.000000 Penalty: 5378.354004
	Iteration 25Q: 3 clusters Score -6131212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -6131218.000000 Penalty: 5378.354004
	Iteration 26Q: 3 clusters Score -6131218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -6131218.000000 Penalty: 5378.354004
	Iteration 27F: 3 clusters Score -6131218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (64611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64611 members 
Entering Unmasked Estep 
Score: -7911053.500000 Penalty: 2746.882812
	Iteration 0F: 2 clusters Score -7911054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -7867725.500000 Penalty: 5493.765625
	Iteration 0F: 3 clusters Score -7867726 nChanged 30236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -7884587.000000 Penalty: 5493.765625
	Iteration 1F: 3 clusters Score -7884587 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -7885516.000000 Penalty: 5493.765625
	Iteration 2Q: 3 clusters Score -7885516 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -7887255.000000 Penalty: 5493.765625
	Iteration 3Q: 3 clusters Score -7887255 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -7890778.500000 Penalty: 5493.765625
	Iteration 4F: 3 clusters Score -7890778 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -7896362.500000 Penalty: 5493.765625
	Iteration 5F: 3 clusters Score -7896362 nChanged 6189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -7901728.000000 Penalty: 5493.765625
	Iteration 6F: 3 clusters Score -7901728 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -7904783.500000 Penalty: 5493.765625
	Iteration 7F: 3 clusters Score -7904784 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -7906031.000000 Penalty: 5493.765625
	Iteration 8Q: 3 clusters Score -7906031 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -7906530.500000 Penalty: 5493.765625
	Iteration 9Q: 3 clusters Score -7906530 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -7906794.500000 Penalty: 5493.765625
	Iteration 10Q: 3 clusters Score -7906794 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -7907026.500000 Penalty: 5493.765625
	Iteration 11Q: 3 clusters Score -7907026 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -7907194.000000 Penalty: 5493.765625
	Iteration 12Q: 3 clusters Score -7907194 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -7907340.000000 Penalty: 5493.765625
	Iteration 13Q: 3 clusters Score -7907340 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -7907511.000000 Penalty: 5493.765625
	Iteration 14Q: 3 clusters Score -7907511 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -7907684.000000 Penalty: 5493.765625
	Iteration 15Q: 3 clusters Score -7907684 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -7907802.500000 Penalty: 5493.765625
	Iteration 16Q: 3 clusters Score -7907802 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -7907965.000000 Penalty: 5493.765625
	Iteration 17Q: 3 clusters Score -7907965 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -7908139.500000 Penalty: 5493.765625
	Iteration 18Q: 3 clusters Score -7908140 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -7908349.000000 Penalty: 5493.765625
	Iteration 19Q: 3 clusters Score -7908349 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -7908532.500000 Penalty: 5493.765625
	Iteration 20F: 3 clusters Score -7908532 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -7908741.500000 Penalty: 5493.765625
	Iteration 21Q: 3 clusters Score -7908742 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -7908917.500000 Penalty: 5493.765625
	Iteration 22Q: 3 clusters Score -7908918 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
Score: -7909051.000000 Penalty: 5493.765625
	Iteration 23Q: 3 clusters Score -7909051 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -7909313.000000 Penalty: 5493.765625
	Iteration 24Q: 3 clusters Score -7909313 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 55971 members 
Entering Unmasked Estep 
Score: -7909479.500000 Penalty: 5493.765625
	Iteration 25Q: 3 clusters Score -7909480 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 56654 members 
Entering Unmasked Estep 
Score: -7909659.500000 Penalty: 5493.765625
	Iteration 26Q: 3 clusters Score -7909660 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 57231 members 
Entering Unmasked Estep 
Score: -7909766.000000 Penalty: 5493.765625
	Iteration 27Q: 3 clusters Score -7909766 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 57763 members 
Entering Unmasked Estep 
Score: -7909915.000000 Penalty: 5493.765625
	Iteration 28Q: 3 clusters Score -7909915 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -7910010.000000 Penalty: 5493.765625
	Iteration 29Q: 3 clusters Score -7910010 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 58592 members 
Entering Unmasked Estep 
Score: -7910058.500000 Penalty: 5493.765625
	Iteration 30Q: 3 clusters Score -7910058 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 58902 members 
Entering Unmasked Estep 
Score: -7910127.500000 Penalty: 5493.765625
	Iteration 31Q: 3 clusters Score -7910128 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 59172 members 
Entering Unmasked Estep 
Score: -7910172.500000 Penalty: 5493.765625
	Iteration 32Q: 3 clusters Score -7910172 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 59404 members 
Entering Unmasked Estep 
Score: -7910186.500000 Penalty: 5493.765625
	Iteration 33Q: 3 clusters Score -7910186 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -7910239.000000 Penalty: 5493.765625
	Iteration 34Q: 3 clusters Score -7910239 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -7910262.000000 Penalty: 5493.765625
	Iteration 35Q: 3 clusters Score -7910262 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -7910279.000000 Penalty: 5493.765625
	Iteration 36Q: 3 clusters Score -7910279 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 60051 members 
Entering Unmasked Estep 
Score: -7910308.500000 Penalty: 5493.765625
	Iteration 37Q: 3 clusters Score -7910308 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 60141 members 
Entering Unmasked Estep 
Score: -7910313.500000 Penalty: 5493.765625
	Iteration 38Q: 3 clusters Score -7910314 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 60212 members 
Entering Unmasked Estep 
Score: -7910321.000000 Penalty: 5493.765625
	Iteration 39Q: 3 clusters Score -7910321 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -7910313.000000 Penalty: 5493.765625
	Iteration 40F: 3 clusters Score -7910313 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 60340 members 
Entering Unmasked Estep 
Score: -7910323.000000 Penalty: 5493.765625
	Iteration 41Q: 3 clusters Score -7910323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -7910320.500000 Penalty: 5493.765625
	Iteration 42Q: 3 clusters Score -7910320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 60429 members 
Entering Unmasked Estep 
Score: -7910320.500000 Penalty: 5493.765625
	Iteration 43Q: 3 clusters Score -7910320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -7910320.000000 Penalty: 5493.765625
	Iteration 44Q: 3 clusters Score -7910320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -7910326.500000 Penalty: 5493.765625
	Iteration 45Q: 3 clusters Score -7910326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -7910329.000000 Penalty: 5493.765625
	Iteration 46Q: 3 clusters Score -7910329 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 60571 members 
Entering Unmasked Estep 
Score: -7910340.500000 Penalty: 5493.765625
	Iteration 47Q: 3 clusters Score -7910340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -7910345.500000 Penalty: 5493.765625
	Iteration 48Q: 3 clusters Score -7910346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -7910343.000000 Penalty: 5493.765625
	Iteration 49Q: 3 clusters Score -7910343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 60678 members 
Entering Unmasked Estep 
Score: -7910344.000000 Penalty: 5493.765625
	Iteration 50Q: 3 clusters Score -7910344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 60707 members 
Entering Unmasked Estep 
Score: -7910344.000000 Penalty: 5493.765625
	Iteration 51Q: 3 clusters Score -7910344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -7910349.000000 Penalty: 5493.765625
	Iteration 52Q: 3 clusters Score -7910349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -7910347.500000 Penalty: 5493.765625
	Iteration 53Q: 3 clusters Score -7910348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -7910345.000000 Penalty: 5493.765625
	Iteration 54Q: 3 clusters Score -7910345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -7910350.500000 Penalty: 5493.765625
	Iteration 55Q: 3 clusters Score -7910350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 60784 members 
Entering Unmasked Estep 
Score: -7910347.000000 Penalty: 5493.765625
	Iteration 56Q: 3 clusters Score -7910347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -7910346.000000 Penalty: 5493.765625
	Iteration 57Q: 3 clusters Score -7910346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 60791 members 
Entering Unmasked Estep 
Score: -7910349.000000 Penalty: 5493.765625
	Iteration 58Q: 3 clusters Score -7910349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 60796 members 
Entering Unmasked Estep 
Score: -7910356.500000 Penalty: 5493.765625
	Iteration 59Q: 3 clusters Score -7910356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 60804 members 
Entering Unmasked Estep 
Score: -7910360.000000 Penalty: 5493.765625
	Iteration 60F: 3 clusters Score -7910360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -7910360.000000 Penalty: 5493.765625
	Iteration 61Q: 3 clusters Score -7910360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 60810 members 
Entering Unmasked Estep 
Score: -7910367.000000 Penalty: 5493.765625
	Iteration 62Q: 3 clusters Score -7910367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -7910361.000000 Penalty: 5493.765625
	Iteration 63Q: 3 clusters Score -7910361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -7910360.000000 Penalty: 5493.765625
	Iteration 64Q: 3 clusters Score -7910360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 60815 members 
Entering Unmasked Estep 
Score: -7910364.500000 Penalty: 5493.765625
	Iteration 65Q: 3 clusters Score -7910364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -7910365.500000 Penalty: 5493.765625
	Iteration 66Q: 3 clusters Score -7910366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 60820 members 
Entering Unmasked Estep 
Score: -7910363.000000 Penalty: 5493.765625
	Iteration 67Q: 3 clusters Score -7910363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 60821 members 
Entering Unmasked Estep 
Score: -7910360.500000 Penalty: 5493.765625
	Iteration 68Q: 3 clusters Score -7910360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 60822 members 
Entering Unmasked Estep 
Score: -7910353.000000 Penalty: 5493.765625
	Iteration 69Q: 3 clusters Score -7910353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -7910354.000000 Penalty: 5493.765625
	Iteration 70Q: 3 clusters Score -7910354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 60823 members 
Entering Unmasked Estep 
Score: -7910354.000000 Penalty: 5493.765625
	Iteration 71F: 3 clusters Score -7910354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (81 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Entering Unmasked Estep 
Score: -5625.593750 Penalty: 1089.823364
	Iteration 0F: 2 clusters Score -5625.594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -5028.112793 Penalty: 2179.646729
	Iteration 0F: 3 clusters Score -5028.113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Entering Unmasked Estep 
Score: -542984.437500 Penalty: 2093.197510
	Iteration 0F: 2 clusters Score -542984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -538703.125000 Penalty: 4186.395020
	Iteration 0F: 3 clusters Score -538703.1 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -539832.750000 Penalty: 4186.395020
	Iteration 1F: 3 clusters Score -539832.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -540114.750000 Penalty: 4186.395020
	Iteration 2F: 3 clusters Score -540114.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -540322.062500 Penalty: 4186.395020
	Iteration 3F: 3 clusters Score -540322.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -540513.187500 Penalty: 4186.395020
	Iteration 4Q: 3 clusters Score -540513.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -540680.062500 Penalty: 4186.395020
	Iteration 5Q: 3 clusters Score -540680.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -540807.125000 Penalty: 4186.395020
	Iteration 6Q: 3 clusters Score -540807.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -540914.000000 Penalty: 4186.395020
	Iteration 7Q: 3 clusters Score -540914 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -541000.812500 Penalty: 4186.395020
	Iteration 8Q: 3 clusters Score -541000.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -541104.687500 Penalty: 4186.395020
	Iteration 9Q: 3 clusters Score -541104.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -541209.250000 Penalty: 4186.395020
	Iteration 10Q: 3 clusters Score -541209.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -541283.250000 Penalty: 4186.395020
	Iteration 11Q: 3 clusters Score -541283.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -541342.625000 Penalty: 4186.395020
	Iteration 12Q: 3 clusters Score -541342.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -541387.375000 Penalty: 4186.395020
	Iteration 13Q: 3 clusters Score -541387.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -541425.000000 Penalty: 4186.395020
	Iteration 14Q: 3 clusters Score -541425 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -541448.312500 Penalty: 4186.395020
	Iteration 15Q: 3 clusters Score -541448.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -541483.625000 Penalty: 4186.395020
	Iteration 16Q: 3 clusters Score -541483.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -541507.750000 Penalty: 4186.395020
	Iteration 17Q: 3 clusters Score -541507.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -541518.000000 Penalty: 4186.395020
	Iteration 18Q: 3 clusters Score -541518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -541527.437500 Penalty: 4186.395020
	Iteration 19Q: 3 clusters Score -541527.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -541539.875000 Penalty: 4186.395020
	Iteration 20F: 3 clusters Score -541539.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -541563.437500 Penalty: 4186.395020
	Iteration 21Q: 3 clusters Score -541563.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -541591.500000 Penalty: 4186.395020
	Iteration 22Q: 3 clusters Score -541591.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -541624.937500 Penalty: 4186.395020
	Iteration 23Q: 3 clusters Score -541624.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -541653.687500 Penalty: 4186.395020
	Iteration 24Q: 3 clusters Score -541653.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -541669.375000 Penalty: 4186.395020
	Iteration 25Q: 3 clusters Score -541669.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -541681.625000 Penalty: 4186.395020
	Iteration 26Q: 3 clusters Score -541681.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -541696.937500 Penalty: 4186.395020
	Iteration 27Q: 3 clusters Score -541696.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -541703.187500 Penalty: 4186.395020
	Iteration 28Q: 3 clusters Score -541703.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -541713.562500 Penalty: 4186.395020
	Iteration 29Q: 3 clusters Score -541713.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -541724.562500 Penalty: 4186.395020
	Iteration 30Q: 3 clusters Score -541724.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -541732.812500 Penalty: 4186.395020
	Iteration 31Q: 3 clusters Score -541732.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -541739.125000 Penalty: 4186.395020
	Iteration 32Q: 3 clusters Score -541739.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -541744.500000 Penalty: 4186.395020
	Iteration 33Q: 3 clusters Score -541744.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -541751.125000 Penalty: 4186.395020
	Iteration 34Q: 3 clusters Score -541751.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -541759.812500 Penalty: 4186.395020
	Iteration 35Q: 3 clusters Score -541759.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -541767.000000 Penalty: 4186.395020
	Iteration 36Q: 3 clusters Score -541767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -541772.750000 Penalty: 4186.395020
	Iteration 37Q: 3 clusters Score -541772.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -541784.687500 Penalty: 4186.395020
	Iteration 38Q: 3 clusters Score -541784.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -541791.312500 Penalty: 4186.395020
	Iteration 39Q: 3 clusters Score -541791.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -541795.812500 Penalty: 4186.395020
	Iteration 40F: 3 clusters Score -541795.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -541804.687500 Penalty: 4186.395020
	Iteration 41Q: 3 clusters Score -541804.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -541808.250000 Penalty: 4186.395020
	Iteration 42Q: 3 clusters Score -541808.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -541813.312500 Penalty: 4186.395020
	Iteration 43Q: 3 clusters Score -541813.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -541815.250000 Penalty: 4186.395020
	Iteration 44Q: 3 clusters Score -541815.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -541817.750000 Penalty: 4186.395020
	Iteration 45Q: 3 clusters Score -541817.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -541819.125000 Penalty: 4186.395020
	Iteration 46Q: 3 clusters Score -541819.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -541820.687500 Penalty: 4186.395020
	Iteration 47Q: 3 clusters Score -541820.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -541821.187500 Penalty: 4186.395020
	Iteration 48Q: 3 clusters Score -541821.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -541824.750000 Penalty: 4186.395020
	Iteration 49Q: 3 clusters Score -541824.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -541826.375000 Penalty: 4186.395020
	Iteration 50Q: 3 clusters Score -541826.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -541826.375000 Penalty: 4186.395020
	Iteration 51F: 3 clusters Score -541826.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -81457.390625 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -81457.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -79699.039062 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -79699.04 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80016.859375 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -80016.86 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -80172.078125 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -80172.08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -80384.867188 Penalty: 3306.179199
	Iteration 3F: 3 clusters Score -80384.87 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -80658.789062 Penalty: 3306.179199
	Iteration 4F: 3 clusters Score -80658.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -80836.890625 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -80836.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80896.898438 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -80896.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -80939.109375 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -80939.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -80969.148438 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -80969.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -80984.812500 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -80984.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -80997.421875 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -80997.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -81004.617188 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -81004.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -81008.710938 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -81008.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -81013.304688 Penalty: 3306.179199
	Iteration 13Q: 3 clusters Score -81013.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -81014.281250 Penalty: 3306.179199
	Iteration 14Q: 3 clusters Score -81014.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -81015.734375 Penalty: 3306.179199
	Iteration 15Q: 3 clusters Score -81015.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -81015.734375 Penalty: 3306.179199
	Iteration 16F: 3 clusters Score -81015.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -139476.812500 Penalty: 1746.270142
	Iteration 0F: 2 clusters Score -139476.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -137444.921875 Penalty: 3492.540283
	Iteration 0F: 3 clusters Score -137444.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -137739.781250 Penalty: 3492.540283
	Iteration 1F: 3 clusters Score -137739.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -137805.234375 Penalty: 3492.540283
	Iteration 2F: 3 clusters Score -137805.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -137833.921875 Penalty: 3492.540283
	Iteration 3Q: 3 clusters Score -137833.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -137848.203125 Penalty: 3492.540283
	Iteration 4Q: 3 clusters Score -137848.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -137858.031250 Penalty: 3492.540283
	Iteration 5Q: 3 clusters Score -137858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -137878.500000 Penalty: 3492.540283
	Iteration 6Q: 3 clusters Score -137878.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -137928.937500 Penalty: 3492.540283
	Iteration 7Q: 3 clusters Score -137928.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -138003.203125 Penalty: 3492.540283
	Iteration 8Q: 3 clusters Score -138003.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -138056.187500 Penalty: 3492.540283
	Iteration 9Q: 3 clusters Score -138056.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -138083.015625 Penalty: 3492.540283
	Iteration 10Q: 3 clusters Score -138083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -138102.578125 Penalty: 3492.540283
	Iteration 11Q: 3 clusters Score -138102.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -138118.875000 Penalty: 3492.540283
	Iteration 12Q: 3 clusters Score -138118.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -138140.234375 Penalty: 3492.540283
	Iteration 13Q: 3 clusters Score -138140.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -138154.843750 Penalty: 3492.540283
	Iteration 14Q: 3 clusters Score -138154.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -138172.562500 Penalty: 3492.540283
	Iteration 15Q: 3 clusters Score -138172.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -138184.796875 Penalty: 3492.540283
	Iteration 16Q: 3 clusters Score -138184.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -138197.843750 Penalty: 3492.540283
	Iteration 17Q: 3 clusters Score -138197.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -138205.875000 Penalty: 3492.540283
	Iteration 18Q: 3 clusters Score -138205.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -138208.921875 Penalty: 3492.540283
	Iteration 19Q: 3 clusters Score -138208.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -138213.843750 Penalty: 3492.540283
	Iteration 20F: 3 clusters Score -138213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -138215.781250 Penalty: 3492.540283
	Iteration 21Q: 3 clusters Score -138215.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -138218.937500 Penalty: 3492.540283
	Iteration 22Q: 3 clusters Score -138218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -138221.265625 Penalty: 3492.540283
	Iteration 23Q: 3 clusters Score -138221.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -138221.265625 Penalty: 3492.540283
	Iteration 24F: 3 clusters Score -138221.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (44716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Entering Unmasked Estep 
Score: -5553828.500000 Penalty: 2655.605469
	Iteration 0F: 2 clusters Score -5553828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -5523751.000000 Penalty: 5311.210938
	Iteration 0F: 3 clusters Score -5523751 nChanged 20428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -5535116.500000 Penalty: 5311.210938
	Iteration 1F: 3 clusters Score -5535116 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -5535761.500000 Penalty: 5311.210938
	Iteration 2Q: 3 clusters Score -5535762 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -5536552.000000 Penalty: 5311.210938
	Iteration 3Q: 3 clusters Score -5536552 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -5537626.000000 Penalty: 5311.210938
	Iteration 4F: 3 clusters Score -5537626 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -5539322.000000 Penalty: 5311.210938
	Iteration 5F: 3 clusters Score -5539322 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -5541946.000000 Penalty: 5311.210938
	Iteration 6F: 3 clusters Score -5541946 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -5545057.000000 Penalty: 5311.210938
	Iteration 7F: 3 clusters Score -5545057 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -5547986.000000 Penalty: 5311.210938
	Iteration 8F: 3 clusters Score -5547986 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -5549904.500000 Penalty: 5311.210938
	Iteration 9Q: 3 clusters Score -5549904 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -5550782.500000 Penalty: 5311.210938
	Iteration 10Q: 3 clusters Score -5550782 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -5551166.500000 Penalty: 5311.210938
	Iteration 11Q: 3 clusters Score -5551166 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -5551419.000000 Penalty: 5311.210938
	Iteration 12Q: 3 clusters Score -5551419 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -5551564.000000 Penalty: 5311.210938
	Iteration 13Q: 3 clusters Score -5551564 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -5551628.000000 Penalty: 5311.210938
	Iteration 14Q: 3 clusters Score -5551628 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -5551671.500000 Penalty: 5311.210938
	Iteration 15Q: 3 clusters Score -5551672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -5551697.500000 Penalty: 5311.210938
	Iteration 16Q: 3 clusters Score -5551698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -5551716.000000 Penalty: 5311.210938
	Iteration 17Q: 3 clusters Score -5551716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -5551726.500000 Penalty: 5311.210938
	Iteration 18Q: 3 clusters Score -5551726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -5551737.000000 Penalty: 5311.210938
	Iteration 19Q: 3 clusters Score -5551737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -5551737.500000 Penalty: 5311.210938
	Iteration 20F: 3 clusters Score -5551738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -5551750.000000 Penalty: 5311.210938
	Iteration 21Q: 3 clusters Score -5551750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -5551750.500000 Penalty: 5311.210938
	Iteration 22Q: 3 clusters Score -5551750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -5551754.000000 Penalty: 5311.210938
	Iteration 23Q: 3 clusters Score -5551754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -5551755.500000 Penalty: 5311.210938
	Iteration 24Q: 3 clusters Score -5551756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -5551755.000000 Penalty: 5311.210938
	Iteration 25Q: 3 clusters Score -5551755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -5551754.000000 Penalty: 5311.210938
	Iteration 26Q: 3 clusters Score -5551754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -5551753.500000 Penalty: 5311.210938
	Iteration 27Q: 3 clusters Score -5551754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -5551753.000000 Penalty: 5311.210938
	Iteration 28Q: 3 clusters Score -5551753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -5551753.000000 Penalty: 5311.210938
	Iteration 29F: 3 clusters Score -5551753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -34066.539062 Penalty: 1446.306885
	Iteration 0F: 2 clusters Score -34066.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32784.441406 Penalty: 2892.613770
	Iteration 0F: 3 clusters Score -32784.44 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32894.804688 Penalty: 2892.613770
	Iteration 1F: 3 clusters Score -32894.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32974.070312 Penalty: 2892.613770
	Iteration 2Q: 3 clusters Score -32974.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -33088.656250 Penalty: 2892.613770
	Iteration 3Q: 3 clusters Score -33088.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33199.617188 Penalty: 2892.613770
	Iteration 4Q: 3 clusters Score -33199.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -33246.468750 Penalty: 2892.613770
	Iteration 5Q: 3 clusters Score -33246.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33290.546875 Penalty: 2892.613770
	Iteration 6Q: 3 clusters Score -33290.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33345.652344 Penalty: 2892.613770
	Iteration 7Q: 3 clusters Score -33345.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -33369.933594 Penalty: 2892.613770
	Iteration 8Q: 3 clusters Score -33369.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33419.042969 Penalty: 2892.613770
	Iteration 9Q: 3 clusters Score -33419.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33441.492188 Penalty: 2892.613770
	Iteration 10Q: 3 clusters Score -33441.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -33454.558594 Penalty: 2892.613770
	Iteration 11Q: 3 clusters Score -33454.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -33471.937500 Penalty: 2892.613770
	Iteration 12Q: 3 clusters Score -33471.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33486.257812 Penalty: 2892.613770
	Iteration 13Q: 3 clusters Score -33486.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33490.621094 Penalty: 2892.613770
	Iteration 14Q: 3 clusters Score -33490.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33490.621094 Penalty: 2892.613770
	Iteration 15F: 3 clusters Score -33490.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -69587.585938 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -69587.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68007.921875 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -68007.92 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68272.375000 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -68272.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68366.515625 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -68366.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68428.937500 Penalty: 3200.998047
	Iteration 3Q: 3 clusters Score -68428.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68504.828125 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -68504.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -68535.460938 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -68535.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68545.820312 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -68545.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -68552.695312 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -68552.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68554.984375 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -68554.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68561.929688 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -68561.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68570.921875 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -68570.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -68589.171875 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -68589.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68603.000000 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -68603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -68614.320312 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -68614.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -68623.679688 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -68623.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -68630.343750 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -68630.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -68630.343750 Penalty: 3200.998047
	Iteration 16F: 3 clusters Score -68630.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -204056.015625 Penalty: 1837.916138
	Iteration 0F: 2 clusters Score -204056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -201639.046875 Penalty: 3675.832275
	Iteration 0F: 3 clusters Score -201639 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -202035.906250 Penalty: 3675.832275
	Iteration 1F: 3 clusters Score -202035.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -202132.062500 Penalty: 3675.832275
	Iteration 2F: 3 clusters Score -202132.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -202187.843750 Penalty: 3675.832275
	Iteration 3Q: 3 clusters Score -202187.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -202220.843750 Penalty: 3675.832275
	Iteration 4Q: 3 clusters Score -202220.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -202246.703125 Penalty: 3675.832275
	Iteration 5Q: 3 clusters Score -202246.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -202266.125000 Penalty: 3675.832275
	Iteration 6Q: 3 clusters Score -202266.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -202279.890625 Penalty: 3675.832275
	Iteration 7Q: 3 clusters Score -202279.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -202296.671875 Penalty: 3675.832275
	Iteration 8Q: 3 clusters Score -202296.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -202306.703125 Penalty: 3675.832275
	Iteration 9Q: 3 clusters Score -202306.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -202312.781250 Penalty: 3675.832275
	Iteration 10Q: 3 clusters Score -202312.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -202318.031250 Penalty: 3675.832275
	Iteration 11Q: 3 clusters Score -202318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -202322.500000 Penalty: 3675.832275
	Iteration 12Q: 3 clusters Score -202322.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -202324.578125 Penalty: 3675.832275
	Iteration 13Q: 3 clusters Score -202324.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -202325.109375 Penalty: 3675.832275
	Iteration 14Q: 3 clusters Score -202325.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -202325.109375 Penalty: 3675.832275
	Iteration 15F: 3 clusters Score -202325.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -57570.035156 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -57570.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56078.984375 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -56078.98 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56312.382812 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -56312.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56419.789062 Penalty: 3086.397705
	Iteration 2F: 3 clusters Score -56419.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56483.714844 Penalty: 3086.397705
	Iteration 3Q: 3 clusters Score -56483.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -56538.792969 Penalty: 3086.397705
	Iteration 4Q: 3 clusters Score -56538.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -56573.300781 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -56573.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -56589.304688 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -56589.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -56600.976562 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -56600.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -56605.671875 Penalty: 3086.397705
	Iteration 8Q: 3 clusters Score -56605.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -56613.140625 Penalty: 3086.397705
	Iteration 9Q: 3 clusters Score -56613.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56616.757812 Penalty: 3086.397705
	Iteration 10Q: 3 clusters Score -56616.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -56620.035156 Penalty: 3086.397705
	Iteration 11Q: 3 clusters Score -56620.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -56622.625000 Penalty: 3086.397705
	Iteration 12Q: 3 clusters Score -56622.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -56630.105469 Penalty: 3086.397705
	Iteration 13Q: 3 clusters Score -56630.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -56630.105469 Penalty: 3086.397705
	Iteration 14F: 3 clusters Score -56630.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Entering Unmasked Estep 
Score: -11169.950195 Penalty: 1203.303467
	Iteration 0F: 2 clusters Score -11169.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10226.163086 Penalty: 2406.606934
	Iteration 0F: 3 clusters Score -10226.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10254.154297 Penalty: 2406.606934
	Iteration 1Q: 3 clusters Score -10254.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -10260.131836 Penalty: 2406.606934
	Iteration 2Q: 3 clusters Score -10260.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10271.710938 Penalty: 2406.606934
	Iteration 3Q: 3 clusters Score -10271.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -10271.710938 Penalty: 2406.606934
	Iteration 4F: 3 clusters Score -10271.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Entering Unmasked Estep 
Score: -217527.890625 Penalty: 1853.743408
	Iteration 0F: 2 clusters Score -217527.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -215063.187500 Penalty: 3707.486816
	Iteration 0F: 3 clusters Score -215063.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -215444.343750 Penalty: 3707.486816
	Iteration 1F: 3 clusters Score -215444.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -215546.140625 Penalty: 3707.486816
	Iteration 2F: 3 clusters Score -215546.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -215604.015625 Penalty: 3707.486816
	Iteration 3Q: 3 clusters Score -215604 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -215649.421875 Penalty: 3707.486816
	Iteration 4Q: 3 clusters Score -215649.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -215684.062500 Penalty: 3707.486816
	Iteration 5Q: 3 clusters Score -215684.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -215707.734375 Penalty: 3707.486816
	Iteration 6Q: 3 clusters Score -215707.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -215724.234375 Penalty: 3707.486816
	Iteration 7Q: 3 clusters Score -215724.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -215740.656250 Penalty: 3707.486816
	Iteration 8Q: 3 clusters Score -215740.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -215755.000000 Penalty: 3707.486816
	Iteration 9Q: 3 clusters Score -215755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -215762.375000 Penalty: 3707.486816
	Iteration 10Q: 3 clusters Score -215762.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -215765.796875 Penalty: 3707.486816
	Iteration 11Q: 3 clusters Score -215765.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -215768.843750 Penalty: 3707.486816
	Iteration 12Q: 3 clusters Score -215768.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -215773.156250 Penalty: 3707.486816
	Iteration 13Q: 3 clusters Score -215773.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -215776.625000 Penalty: 3707.486816
	Iteration 14Q: 3 clusters Score -215776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -215780.500000 Penalty: 3707.486816
	Iteration 15Q: 3 clusters Score -215780.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -215781.140625 Penalty: 3707.486816
	Iteration 16Q: 3 clusters Score -215781.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -215781.140625 Penalty: 3707.486816
	Iteration 17F: 3 clusters Score -215781.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -42872.222656 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -42872.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41421.656250 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -41421.66 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41588.730469 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -41588.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41642.906250 Penalty: 3044.312744
	Iteration 2Q: 3 clusters Score -41642.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41702.656250 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -41702.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -41711.871094 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -41711.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41722.820312 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -41722.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41738.851562 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -41738.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41761.382812 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -41761.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41784.898438 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -41784.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41798.175781 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -41798.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41811.554688 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -41811.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41829.070312 Penalty: 3044.312744
	Iteration 11Q: 3 clusters Score -41829.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41844.792969 Penalty: 3044.312744
	Iteration 12Q: 3 clusters Score -41844.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41864.324219 Penalty: 3044.312744
	Iteration 13Q: 3 clusters Score -41864.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41875.066406 Penalty: 3044.312744
	Iteration 14Q: 3 clusters Score -41875.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41912.062500 Penalty: 3044.312744
	Iteration 15Q: 3 clusters Score -41912.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41940.511719 Penalty: 3044.312744
	Iteration 16Q: 3 clusters Score -41940.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -41960.953125 Penalty: 3044.312744
	Iteration 17Q: 3 clusters Score -41960.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -41977.945312 Penalty: 3044.312744
	Iteration 18Q: 3 clusters Score -41977.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42004.175781 Penalty: 3044.312744
	Iteration 19Q: 3 clusters Score -42004.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42039.355469 Penalty: 3044.312744
	Iteration 20F: 3 clusters Score -42039.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42062.707031 Penalty: 3044.312744
	Iteration 21Q: 3 clusters Score -42062.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42069.574219 Penalty: 3044.312744
	Iteration 22Q: 3 clusters Score -42069.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42080.750000 Penalty: 3044.312744
	Iteration 23Q: 3 clusters Score -42080.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42087.027344 Penalty: 3044.312744
	Iteration 24Q: 3 clusters Score -42087.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42089.339844 Penalty: 3044.312744
	Iteration 25Q: 3 clusters Score -42089.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42091.058594 Penalty: 3044.312744
	Iteration 26Q: 3 clusters Score -42091.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42091.058594 Penalty: 3044.312744
	Iteration 27F: 3 clusters Score -42091.06 nChanged 0
--- Evaluating fit on full set of 3736704 points ---
Entering Unmasked Estep 
Score: -453070560.000000 Penalty: 127607.484375
20->35 Clusters: Score -453070560.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1245568 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62162 members 
Mstep: Class 2 contains 62080 members 
Mstep: Class 3 contains 62216 members 
Mstep: Class 4 contains 61986 members 
Mstep: Class 5 contains 62215 members 
Mstep: Class 6 contains 62110 members 
Mstep: Class 7 contains 62245 members 
Mstep: Class 8 contains 62475 members 
Mstep: Class 9 contains 62234 members 
Mstep: Class 10 contains 62333 members 
Mstep: Class 11 contains 62656 members 
Mstep: Class 12 contains 62344 members 
Mstep: Class 13 contains 62422 members 
Mstep: Class 14 contains 62218 members 
Mstep: Class 15 contains 62247 members 
Mstep: Class 16 contains 62395 members 
Mstep: Class 17 contains 61997 members 
Mstep: Class 18 contains 62542 members 
Mstep: Class 19 contains 62159 members 
Mstep: Class 20 contains 62532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 182.840744 but Gain 3480.703125
Score: -137838480.000000 Penalty: 66133.398438
Iteration 0F: 20 clusters Score -1.378385e+08 nChanged 1182261
Entering Unmasked Mstep 
Mstep: Class 0 contains 3311 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 7988 members 
Mstep: Class 3 contains 6897 members 
Mstep: Class 4 contains 850997 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 6 contains 9437 members 
Mstep: Class 7 contains 3476 members 
Mstep: Class 8 contains 22710 members 
Mstep: Class 9 contains 4608 members 
Mstep: Class 10 contains 23504 members 
Mstep: Class 11 contains 13311 members 
Mstep: Class 12 contains 27172 members 
Mstep: Class 13 contains 57134 members 
Mstep: Class 14 contains 1041 members 
Mstep: Class 15 contains 31913 members 
Mstep: Class 16 contains 820 members 
Mstep: Class 18 contains 45639 members 
Mstep: Class 19 contains 71077 members 
Mstep: Class 20 contains 15343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -144643856.000000 Penalty: 66133.398438
Iteration 1F: 20 clusters Score -1.446439e+08 nChanged 315217
Entering Unmasked Mstep 
Mstep: Class 0 contains 3145 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 10689 members 
Mstep: Class 3 contains 5887 members 
Mstep: Class 4 contains 865789 members 
Mstep: Class 5 contains 1994 members 
Mstep: Class 6 contains 15466 members 
Mstep: Class 7 contains 5934 members 
Mstep: Class 8 contains 17937 members 
Mstep: Class 9 contains 6461 members 
Mstep: Class 10 contains 24082 members 
Mstep: Class 11 contains 10062 members 
Mstep: Class 12 contains 21348 members 
Mstep: Class 13 contains 59221 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 15 contains 29902 members 
Mstep: Class 16 contains 1415 members 
Mstep: Class 18 contains 32686 members 
Mstep: Class 19 contains 69173 members 
Mstep: Class 20 contains 16554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145502160.000000 Penalty: 66133.398438
Iteration 2F: 20 clusters Score -1.455022e+08 nChanged 222836
Entering Unmasked Mstep 
Mstep: Class 0 contains 2813 members 
Mstep: Class 1 contains 56794 members 
Mstep: Class 2 contains 9927 members 
Mstep: Class 3 contains 6898 members 
Mstep: Class 4 contains 782646 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 11791 members 
Mstep: Class 7 contains 9726 members 
Mstep: Class 8 contains 14923 members 
Mstep: Class 9 contains 6678 members 
Mstep: Class 10 contains 31617 members 
Mstep: Class 11 contains 7702 members 
Mstep: Class 12 contains 23934 members 
Mstep: Class 13 contains 89243 members 
Mstep: Class 14 contains 974 members 
Mstep: Class 15 contains 45893 members 
Mstep: Class 16 contains 1502 members 
Mstep: Class 18 contains 37484 members 
Mstep: Class 19 contains 84235 members 
Mstep: Class 20 contains 18635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146085184.000000 Penalty: 66133.398438
Iteration 3F: 20 clusters Score -1.460852e+08 nChanged 208988
Entering Unmasked Mstep 
Mstep: Class 0 contains 1932 members 
Mstep: Class 1 contains 70493 members 
Mstep: Class 2 contains 9222 members 
Mstep: Class 3 contains 7625 members 
Mstep: Class 4 contains 665000 members 
Mstep: Class 5 contains 2272 members 
Mstep: Class 6 contains 8196 members 
Mstep: Class 7 contains 10941 members 
Mstep: Class 8 contains 13699 members 
Mstep: Class 9 contains 6158 members 
Mstep: Class 10 contains 39996 members 
Mstep: Class 11 contains 7599 members 
Mstep: Class 12 contains 27498 members 
Mstep: Class 13 contains 133179 members 
Mstep: Class 14 contains 1799 members 
Mstep: Class 15 contains 70439 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 18 contains 58864 members 
Mstep: Class 19 contains 91589 members 
Mstep: Class 20 contains 17507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146592928.000000 Penalty: 66133.398438
Iteration 4F: 20 clusters Score -1.465929e+08 nChanged 193405
Entering Unmasked Mstep 
Mstep: Class 0 contains 1353 members 
Mstep: Class 1 contains 85059 members 
Mstep: Class 2 contains 9292 members 
Mstep: Class 3 contains 8654 members 
Mstep: Class 4 contains 557442 members 
Mstep: Class 5 contains 2394 members 
Mstep: Class 6 contains 7791 members 
Mstep: Class 7 contains 11927 members 
Mstep: Class 8 contains 12374 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 10 contains 46849 members 
Mstep: Class 11 contains 7868 members 
Mstep: Class 12 contains 31072 members 
Mstep: Class 13 contains 178525 members 
Mstep: Class 14 contains 2341 members 
Mstep: Class 15 contains 89855 members 
Mstep: Class 16 contains 1596 members 
Mstep: Class 18 contains 82240 members 
Mstep: Class 19 contains 86469 members 
Mstep: Class 20 contains 17108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146972192.000000 Penalty: 66133.398438
Iteration 5F: 20 clusters Score -1.469722e+08 nChanged 151543
Entering Unmasked Mstep 
Mstep: Class 0 contains 1246 members 
Mstep: Class 1 contains 100857 members 
Mstep: Class 2 contains 9102 members 
Mstep: Class 3 contains 10109 members 
Mstep: Class 4 contains 483412 members 
Mstep: Class 5 contains 2409 members 
Mstep: Class 6 contains 8193 members 
Mstep: Class 7 contains 12852 members 
Mstep: Class 8 contains 10664 members 
Mstep: Class 9 contains 4614 members 
Mstep: Class 10 contains 53885 members 
Mstep: Class 11 contains 8368 members 
Mstep: Class 12 contains 36416 members 
Mstep: Class 13 contains 217488 members 
Mstep: Class 14 contains 2422 members 
Mstep: Class 15 contains 99837 members 
Mstep: Class 16 contains 1595 members 
Mstep: Class 18 contains 89767 members 
Mstep: Class 19 contains 74702 members 
Mstep: Class 20 contains 17630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147232176.000000 Penalty: 66133.398438
Iteration 6F: 20 clusters Score -1.472322e+08 nChanged 118410
Entering Unmasked Mstep 
Mstep: Class 0 contains 1046 members 
Mstep: Class 1 contains 117394 members 
Mstep: Class 2 contains 8821 members 
Mstep: Class 3 contains 11513 members 
Mstep: Class 4 contains 438203 members 
Mstep: Class 5 contains 2321 members 
Mstep: Class 6 contains 8382 members 
Mstep: Class 7 contains 13434 members 
Mstep: Class 8 contains 8729 members 
Mstep: Class 9 contains 4187 members 
Mstep: Class 10 contains 61104 members 
Mstep: Class 11 contains 9150 members 
Mstep: Class 12 contains 42236 members 
Mstep: Class 13 contains 242345 members 
Mstep: Class 14 contains 2615 members 
Mstep: Class 15 contains 101938 members 
Mstep: Class 16 contains 1587 members 
Mstep: Class 18 contains 88448 members 
Mstep: Class 19 contains 63832 members 
Mstep: Class 20 contains 18283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147395648.000000 Penalty: 66133.398438
Iteration 7F: 20 clusters Score -1.473956e+08 nChanged 92996
Entering Unmasked Mstep 
Mstep: Class 0 contains 1009 members 
Mstep: Class 1 contains 136567 members 
Mstep: Class 2 contains 8665 members 
Mstep: Class 3 contains 12587 members 
Mstep: Class 4 contains 406221 members 
Mstep: Class 5 contains 2264 members 
Mstep: Class 6 contains 8273 members 
Mstep: Class 7 contains 13660 members 
Mstep: Class 8 contains 7103 members 
Mstep: Class 9 contains 4039 members 
Mstep: Class 10 contains 69931 members 
Mstep: Class 11 contains 10127 members 
Mstep: Class 12 contains 47441 members 
Mstep: Class 13 contains 254631 members 
Mstep: Class 14 contains 2647 members 
Mstep: Class 15 contains 99386 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 18 contains 84118 members 
Mstep: Class 19 contains 56408 members 
Mstep: Class 20 contains 18911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147508784.000000 Penalty: 66133.398438
Iteration 8F: 20 clusters Score -1.475088e+08 nChanged 78906
Entering Unmasked Mstep 
Mstep: Class 0 contains 1002 members 
Mstep: Class 1 contains 157530 members 
Mstep: Class 2 contains 8645 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 381143 members 
Mstep: Class 5 contains 2257 members 
Mstep: Class 6 contains 7994 members 
Mstep: Class 7 contains 13700 members 
Mstep: Class 8 contains 5646 members 
Mstep: Class 9 contains 3854 members 
Mstep: Class 10 contains 79720 members 
Mstep: Class 11 contains 11067 members 
Mstep: Class 12 contains 51685 members 
Mstep: Class 13 contains 259073 members 
Mstep: Class 14 contains 2650 members 
Mstep: Class 15 contains 94303 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 18 contains 79326 members 
Mstep: Class 19 contains 51477 members 
Mstep: Class 20 contains 19821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147596576.000000 Penalty: 66133.398438
Iteration 9F: 20 clusters Score -1.475966e+08 nChanged 69409
Entering Unmasked Mstep 
Mstep: Class 0 contains 996 members 
Mstep: Class 1 contains 179381 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 13231 members 
Mstep: Class 4 contains 358809 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 7618 members 
Mstep: Class 7 contains 13617 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 3682 members 
Mstep: Class 10 contains 89885 members 
Mstep: Class 11 contains 11881 members 
Mstep: Class 12 contains 54472 members 
Mstep: Class 13 contains 259157 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 88324 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 18 contains 75227 members 
Mstep: Class 19 contains 48498 members 
Mstep: Class 20 contains 21059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147671648.000000 Penalty: 66133.398438
Iteration 10F: 20 clusters Score -1.476716e+08 nChanged 61176
Entering Unmasked Mstep 
Mstep: Class 0 contains 996 members 
Mstep: Class 1 contains 200685 members 
Mstep: Class 2 contains 8844 members 
Mstep: Class 3 contains 12980 members 
Mstep: Class 4 contains 338820 members 
Mstep: Class 5 contains 2503 members 
Mstep: Class 6 contains 7204 members 
Mstep: Class 7 contains 13493 members 
Mstep: Class 8 contains 3538 members 
Mstep: Class 9 contains 3571 members 
Mstep: Class 10 contains 99546 members 
Mstep: Class 11 contains 12487 members 
Mstep: Class 12 contains 55897 members 
Mstep: Class 13 contains 256769 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 82446 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 18 contains 72199 members 
Mstep: Class 19 contains 46818 members 
Mstep: Class 20 contains 22584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147730480.000000 Penalty: 66133.398438
Iteration 11Q: 20 clusters Score -1.477305e+08 nChanged 52819
Entering Unmasked Mstep 
Mstep: Class 0 contains 996 members 
Mstep: Class 1 contains 219781 members 
Mstep: Class 2 contains 9019 members 
Mstep: Class 3 contains 12514 members 
Mstep: Class 4 contains 321344 members 
Mstep: Class 5 contains 2661 members 
Mstep: Class 6 contains 6728 members 
Mstep: Class 7 contains 13378 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 3475 members 
Mstep: Class 10 contains 108682 members 
Mstep: Class 11 contains 12958 members 
Mstep: Class 12 contains 56313 members 
Mstep: Class 13 contains 252898 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 77576 members 
Mstep: Class 16 contains 1519 members 
Mstep: Class 18 contains 70168 members 
Mstep: Class 19 contains 45767 members 
Mstep: Class 20 contains 24276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3082.390137 but Gain 3480.703125
Score: -147770832.000000 Penalty: 62652.695312
Iteration 12Q: 19 clusters Score -1.477708e+08 nChanged 47513
Entering Unmasked Mstep 
Mstep: Class 0 contains 996 members 
Mstep: Class 1 contains 237223 members 
Mstep: Class 2 contains 9156 members 
Mstep: Class 3 contains 11999 members 
Mstep: Class 4 contains 305440 members 
Mstep: Class 5 contains 2795 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 13272 members 
Mstep: Class 9 contains 3423 members 
Mstep: Class 10 contains 118442 members 
Mstep: Class 11 contains 13244 members 
Mstep: Class 12 contains 56590 members 
Mstep: Class 13 contains 248293 members 
Mstep: Class 14 contains 2657 members 
Mstep: Class 15 contains 73989 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 18 contains 68981 members 
Mstep: Class 19 contains 45069 members 
Mstep: Class 20 contains 26124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147805216.000000 Penalty: 62652.695312
Iteration 13Q: 19 clusters Score -1.478052e+08 nChanged 40219
Entering Unmasked Mstep 
Mstep: Class 0 contains 996 members 
Mstep: Class 1 contains 252666 members 
Mstep: Class 2 contains 9282 members 
Mstep: Class 3 contains 11464 members 
Mstep: Class 4 contains 289663 members 
Mstep: Class 5 contains 2946 members 
Mstep: Class 6 contains 6025 members 
Mstep: Class 7 contains 13197 members 
Mstep: Class 9 contains 3403 members 
Mstep: Class 10 contains 126664 members 
Mstep: Class 11 contains 13396 members 
Mstep: Class 12 contains 56046 members 
Mstep: Class 13 contains 243592 members 
Mstep: Class 14 contains 2657 members 
Mstep: Class 15 contains 71405 members 
Mstep: Class 16 contains 1501 members 
Mstep: Class 18 contains 68313 members 
Mstep: Class 19 contains 44544 members 
Mstep: Class 20 contains 27808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147824800.000000 Penalty: 62652.695312
Iteration 14Q: 19 clusters Score -1.478248e+08 nChanged 36120
Entering Unmasked Mstep 
Mstep: Class 0 contains 996 members 
Mstep: Class 1 contains 266653 members 
Mstep: Class 2 contains 9387 members 
Mstep: Class 3 contains 10974 members 
Mstep: Class 4 contains 273554 members 
Mstep: Class 5 contains 3087 members 
Mstep: Class 6 contains 5725 members 
Mstep: Class 7 contains 13122 members 
Mstep: Class 9 contains 3394 members 
Mstep: Class 10 contains 134688 members 
Mstep: Class 11 contains 13440 members 
Mstep: Class 12 contains 55284 members 
Mstep: Class 13 contains 239788 members 
Mstep: Class 14 contains 2658 members 
Mstep: Class 15 contains 69744 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 18 contains 67947 members 
Mstep: Class 19 contains 44196 members 
Mstep: Class 20 contains 29433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147842432.000000 Penalty: 62652.695312
Iteration 15Q: 19 clusters Score -1.478424e+08 nChanged 31680
Entering Unmasked Mstep 
Mstep: Class 0 contains 996 members 
Mstep: Class 1 contains 278439 members 
Mstep: Class 2 contains 9468 members 
Mstep: Class 3 contains 10594 members 
Mstep: Class 4 contains 258874 members 
Mstep: Class 5 contains 3230 members 
Mstep: Class 6 contains 5473 members 
Mstep: Class 7 contains 13064 members 
Mstep: Class 9 contains 3390 members 
Mstep: Class 10 contains 141931 members 
Mstep: Class 11 contains 13444 members 
Mstep: Class 12 contains 54348 members 
Mstep: Class 13 contains 236823 members 
Mstep: Class 14 contains 2658 members 
Mstep: Class 15 contains 68695 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 18 contains 67756 members 
Mstep: Class 19 contains 43952 members 
Mstep: Class 20 contains 30935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147854224.000000 Penalty: 62652.695312
Iteration 16Q: 19 clusters Score -1.478542e+08 nChanged 27587
Entering Unmasked Mstep 
Mstep: Class 0 contains 996 members 
Mstep: Class 1 contains 287616 members 
Mstep: Class 2 contains 9544 members 
Mstep: Class 3 contains 10182 members 
Mstep: Class 4 contains 246474 members 
Mstep: Class 5 contains 3364 members 
Mstep: Class 6 contains 5296 members 
Mstep: Class 7 contains 13016 members 
Mstep: Class 9 contains 3392 members 
Mstep: Class 10 contains 148377 members 
Mstep: Class 11 contains 13346 members 
Mstep: Class 12 contains 53497 members 
Mstep: Class 13 contains 234654 members 
Mstep: Class 14 contains 2658 members 
Mstep: Class 15 contains 68029 members 
Mstep: Class 16 contains 1493 members 
Mstep: Class 18 contains 67650 members 
Mstep: Class 19 contains 43739 members 
Mstep: Class 20 contains 32245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147860416.000000 Penalty: 62652.695312
Iteration 17Q: 19 clusters Score -1.478604e+08 nChanged 23889
Entering Unmasked Mstep 
Mstep: Class 0 contains 997 members 
Mstep: Class 1 contains 293889 members 
Mstep: Class 2 contains 9598 members 
Mstep: Class 3 contains 9851 members 
Mstep: Class 4 contains 236647 members 
Mstep: Class 5 contains 3485 members 
Mstep: Class 6 contains 5155 members 
Mstep: Class 7 contains 12971 members 
Mstep: Class 9 contains 3397 members 
Mstep: Class 10 contains 154091 members 
Mstep: Class 11 contains 13232 members 
Mstep: Class 12 contains 52724 members 
Mstep: Class 13 contains 233146 members 
Mstep: Class 14 contains 2657 members 
Mstep: Class 15 contains 67664 members 
Mstep: Class 16 contains 1494 members 
Mstep: Class 18 contains 67573 members 
Mstep: Class 19 contains 43592 members 
Mstep: Class 20 contains 33405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147865936.000000 Penalty: 62652.695312
Iteration 18Q: 19 clusters Score -1.478659e+08 nChanged 21054
Entering Unmasked Mstep 
Mstep: Class 0 contains 998 members 
Mstep: Class 1 contains 297818 members 
Mstep: Class 2 contains 9617 members 
Mstep: Class 3 contains 9557 members 
Mstep: Class 4 contains 229265 members 
Mstep: Class 5 contains 3574 members 
Mstep: Class 6 contains 5029 members 
Mstep: Class 7 contains 12947 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 159095 members 
Mstep: Class 11 contains 13046 members 
Mstep: Class 12 contains 52030 members 
Mstep: Class 13 contains 232181 members 
Mstep: Class 14 contains 2657 members 
Mstep: Class 15 contains 67403 members 
Mstep: Class 16 contains 1496 members 
Mstep: Class 18 contains 67512 members 
Mstep: Class 19 contains 43496 members 
Mstep: Class 20 contains 34443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147869840.000000 Penalty: 62652.695312
Iteration 19Q: 19 clusters Score -1.478698e+08 nChanged 18161
Entering Unmasked Mstep 
Mstep: Class 0 contains 998 members 
Mstep: Class 1 contains 299659 members 
Mstep: Class 2 contains 9644 members 
Mstep: Class 3 contains 9306 members 
Mstep: Class 4 contains 224109 members 
Mstep: Class 5 contains 3627 members 
Mstep: Class 6 contains 4915 members 
Mstep: Class 7 contains 12950 members 
Mstep: Class 9 contains 3410 members 
Mstep: Class 10 contains 163467 members 
Mstep: Class 11 contains 12831 members 
Mstep: Class 12 contains 51380 members 
Mstep: Class 13 contains 231612 members 
Mstep: Class 14 contains 2657 members 
Mstep: Class 15 contains 67149 members 
Mstep: Class 16 contains 1496 members 
Mstep: Class 18 contains 67487 members 
Mstep: Class 19 contains 43449 members 
Mstep: Class 20 contains 35422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147872784.000000 Penalty: 62652.695312
Iteration 20F: 19 clusters Score -1.478728e+08 nChanged 16844
Entering Unmasked Mstep 
Mstep: Class 0 contains 998 members 
Mstep: Class 1 contains 299990 members 
Mstep: Class 2 contains 9676 members 
Mstep: Class 3 contains 9076 members 
Mstep: Class 4 contains 220492 members 
Mstep: Class 5 contains 3668 members 
Mstep: Class 6 contains 4829 members 
Mstep: Class 7 contains 12956 members 
Mstep: Class 9 contains 3411 members 
Mstep: Class 10 contains 167630 members 
Mstep: Class 11 contains 12596 members 
Mstep: Class 12 contains 50823 members 
Mstep: Class 13 contains 231226 members 
Mstep: Class 14 contains 2657 members 
Mstep: Class 15 contains 66818 members 
Mstep: Class 16 contains 1491 members 
Mstep: Class 18 contains 67469 members 
Mstep: Class 19 contains 43488 members 
Mstep: Class 20 contains 36274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147874208.000000 Penalty: 62652.695312
Iteration 21Q: 19 clusters Score -1.478742e+08 nChanged 15695
Entering Unmasked Mstep 
Mstep: Class 0 contains 998 members 
Mstep: Class 1 contains 299016 members 
Mstep: Class 2 contains 9700 members 
Mstep: Class 3 contains 8892 members 
Mstep: Class 4 contains 218503 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 4768 members 
Mstep: Class 7 contains 12963 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 171440 members 
Mstep: Class 11 contains 12374 members 
Mstep: Class 12 contains 50325 members 
Mstep: Class 13 contains 230886 members 
Mstep: Class 14 contains 2657 members 
Mstep: Class 15 contains 66401 members 
Mstep: Class 16 contains 1491 members 
Mstep: Class 18 contains 67436 members 
Mstep: Class 19 contains 43599 members 
Mstep: Class 20 contains 37017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147875440.000000 Penalty: 62652.695312
Iteration 22Q: 19 clusters Score -1.478754e+08 nChanged 14439
Entering Unmasked Mstep 
Mstep: Class 0 contains 998 members 
Mstep: Class 1 contains 297186 members 
Mstep: Class 2 contains 9723 members 
Mstep: Class 3 contains 8722 members 
Mstep: Class 4 contains 217637 members 
Mstep: Class 5 contains 3694 members 
Mstep: Class 6 contains 4715 members 
Mstep: Class 7 contains 12974 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 174936 members 
Mstep: Class 11 contains 12132 members 
Mstep: Class 12 contains 49850 members 
Mstep: Class 13 contains 230637 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 65912 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 18 contains 67411 members 
Mstep: Class 19 contains 43759 members 
Mstep: Class 20 contains 37721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147877952.000000 Penalty: 62652.695312
Iteration 23Q: 19 clusters Score -1.47878e+08 nChanged 12958
Entering Unmasked Mstep 
Mstep: Class 0 contains 998 members 
Mstep: Class 1 contains 294712 members 
Mstep: Class 2 contains 9737 members 
Mstep: Class 3 contains 8594 members 
Mstep: Class 4 contains 217606 members 
Mstep: Class 5 contains 3697 members 
Mstep: Class 6 contains 4646 members 
Mstep: Class 7 contains 12982 members 
Mstep: Class 9 contains 3417 members 
Mstep: Class 10 contains 178207 members 
Mstep: Class 11 contains 11862 members 
Mstep: Class 12 contains 49420 members 
Mstep: Class 13 contains 230459 members 
Mstep: Class 14 contains 2656 members 
Mstep: Class 15 contains 65369 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 18 contains 67405 members 
Mstep: Class 19 contains 43921 members 
Mstep: Class 20 contains 38390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147879792.000000 Penalty: 62652.695312
Iteration 24Q: 19 clusters Score -1.478798e+08 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 998 members 
Mstep: Class 1 contains 291906 members 
Mstep: Class 2 contains 9762 members 
Mstep: Class 3 contains 8494 members 
Mstep: Class 4 contains 218100 members 
Mstep: Class 5 contains 3678 members 
Mstep: Class 6 contains 4583 members 
Mstep: Class 7 contains 12992 members 
Mstep: Class 9 contains 3419 members 
Mstep: Class 10 contains 181454 members 
Mstep: Class 11 contains 11592 members 
Mstep: Class 12 contains 49075 members 
Mstep: Class 13 contains 230128 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 64752 members 
Mstep: Class 16 contains 1489 members 
Mstep: Class 18 contains 67397 members 
Mstep: Class 19 contains 44125 members 
Mstep: Class 20 contains 38969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147881344.000000 Penalty: 62652.695312
Iteration 25Q: 19 clusters Score -1.478813e+08 nChanged 11113
Entering Unmasked Mstep 
Mstep: Class 0 contains 999 members 
Mstep: Class 1 contains 289052 members 
Mstep: Class 2 contains 9769 members 
Mstep: Class 3 contains 8371 members 
Mstep: Class 4 contains 218946 members 
Mstep: Class 5 contains 3632 members 
Mstep: Class 6 contains 4523 members 
Mstep: Class 7 contains 13009 members 
Mstep: Class 9 contains 3423 members 
Mstep: Class 10 contains 184612 members 
Mstep: Class 11 contains 11309 members 
Mstep: Class 12 contains 48818 members 
Mstep: Class 13 contains 229632 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 64059 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 18 contains 67395 members 
Mstep: Class 19 contains 44348 members 
Mstep: Class 20 contains 39530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147882736.000000 Penalty: 62652.695312
Iteration 26Q: 19 clusters Score -1.478827e+08 nChanged 10343
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 286132 members 
Mstep: Class 2 contains 9794 members 
Mstep: Class 3 contains 8291 members 
Mstep: Class 4 contains 220127 members 
Mstep: Class 5 contains 3576 members 
Mstep: Class 6 contains 4473 members 
Mstep: Class 7 contains 13015 members 
Mstep: Class 9 contains 3422 members 
Mstep: Class 10 contains 187738 members 
Mstep: Class 11 contains 11028 members 
Mstep: Class 12 contains 48565 members 
Mstep: Class 13 contains 228823 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 63371 members 
Mstep: Class 16 contains 1485 members 
Mstep: Class 18 contains 67411 members 
Mstep: Class 19 contains 44597 members 
Mstep: Class 20 contains 40065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147884080.000000 Penalty: 62652.695312
Iteration 27Q: 19 clusters Score -1.478841e+08 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 283320 members 
Mstep: Class 2 contains 9809 members 
Mstep: Class 3 contains 8211 members 
Mstep: Class 4 contains 221385 members 
Mstep: Class 5 contains 3506 members 
Mstep: Class 6 contains 4431 members 
Mstep: Class 7 contains 13014 members 
Mstep: Class 9 contains 3421 members 
Mstep: Class 10 contains 190746 members 
Mstep: Class 11 contains 10721 members 
Mstep: Class 12 contains 48352 members 
Mstep: Class 13 contains 227979 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 62671 members 
Mstep: Class 16 contains 1485 members 
Mstep: Class 18 contains 67420 members 
Mstep: Class 19 contains 44844 members 
Mstep: Class 20 contains 40598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147885072.000000 Penalty: 62652.695312
Iteration 28Q: 19 clusters Score -1.478851e+08 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 280632 members 
Mstep: Class 2 contains 9826 members 
Mstep: Class 3 contains 8146 members 
Mstep: Class 4 contains 222716 members 
Mstep: Class 5 contains 3424 members 
Mstep: Class 6 contains 4381 members 
Mstep: Class 7 contains 13015 members 
Mstep: Class 9 contains 3422 members 
Mstep: Class 10 contains 193611 members 
Mstep: Class 11 contains 10396 members 
Mstep: Class 12 contains 48157 members 
Mstep: Class 13 contains 226978 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 62027 members 
Mstep: Class 16 contains 1486 members 
Mstep: Class 18 contains 67433 members 
Mstep: Class 19 contains 45108 members 
Mstep: Class 20 contains 41155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147886208.000000 Penalty: 62652.695312
Iteration 29Q: 19 clusters Score -1.478862e+08 nChanged 8701
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 278080 members 
Mstep: Class 2 contains 9835 members 
Mstep: Class 3 contains 8076 members 
Mstep: Class 4 contains 224057 members 
Mstep: Class 5 contains 3310 members 
Mstep: Class 6 contains 4336 members 
Mstep: Class 7 contains 13019 members 
Mstep: Class 9 contains 3429 members 
Mstep: Class 10 contains 196409 members 
Mstep: Class 11 contains 10025 members 
Mstep: Class 12 contains 48023 members 
Mstep: Class 13 contains 225901 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 61398 members 
Mstep: Class 16 contains 1484 members 
Mstep: Class 18 contains 67443 members 
Mstep: Class 19 contains 45379 members 
Mstep: Class 20 contains 41709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147888208.000000 Penalty: 62652.695312
Iteration 30Q: 19 clusters Score -1.478882e+08 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 275872 members 
Mstep: Class 2 contains 9848 members 
Mstep: Class 3 contains 8023 members 
Mstep: Class 4 contains 225236 members 
Mstep: Class 5 contains 3209 members 
Mstep: Class 6 contains 4302 members 
Mstep: Class 7 contains 13025 members 
Mstep: Class 9 contains 3433 members 
Mstep: Class 10 contains 199089 members 
Mstep: Class 11 contains 9656 members 
Mstep: Class 12 contains 47903 members 
Mstep: Class 13 contains 224734 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 60765 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 18 contains 67453 members 
Mstep: Class 19 contains 45616 members 
Mstep: Class 20 contains 42269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147888352.000000 Penalty: 62652.695312
Iteration 31Q: 19 clusters Score -1.478884e+08 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 273962 members 
Mstep: Class 2 contains 9861 members 
Mstep: Class 3 contains 7960 members 
Mstep: Class 4 contains 226262 members 
Mstep: Class 5 contains 3122 members 
Mstep: Class 6 contains 4263 members 
Mstep: Class 7 contains 13028 members 
Mstep: Class 9 contains 3443 members 
Mstep: Class 10 contains 201561 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 47813 members 
Mstep: Class 13 contains 223573 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 60174 members 
Mstep: Class 16 contains 1478 members 
Mstep: Class 18 contains 67455 members 
Mstep: Class 19 contains 45882 members 
Mstep: Class 20 contains 42787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147889456.000000 Penalty: 62652.695312
Iteration 32Q: 19 clusters Score -1.478895e+08 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 272304 members 
Mstep: Class 2 contains 9864 members 
Mstep: Class 3 contains 7927 members 
Mstep: Class 4 contains 227185 members 
Mstep: Class 5 contains 3031 members 
Mstep: Class 6 contains 4231 members 
Mstep: Class 7 contains 13027 members 
Mstep: Class 9 contains 3447 members 
Mstep: Class 10 contains 203878 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 47742 members 
Mstep: Class 13 contains 222380 members 
Mstep: Class 14 contains 2655 members 
Mstep: Class 15 contains 59573 members 
Mstep: Class 16 contains 1478 members 
Mstep: Class 18 contains 67468 members 
Mstep: Class 19 contains 46134 members 
Mstep: Class 20 contains 43284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147890272.000000 Penalty: 62652.695312
Iteration 33Q: 19 clusters Score -1.478903e+08 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 270898 members 
Mstep: Class 2 contains 9850 members 
Mstep: Class 3 contains 7888 members 
Mstep: Class 4 contains 228017 members 
Mstep: Class 5 contains 2941 members 
Mstep: Class 6 contains 4212 members 
Mstep: Class 7 contains 13028 members 
Mstep: Class 9 contains 3452 members 
Mstep: Class 10 contains 205964 members 
Mstep: Class 11 contains 8668 members 
Mstep: Class 12 contains 47632 members 
Mstep: Class 13 contains 221242 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 58998 members 
Mstep: Class 16 contains 1479 members 
Mstep: Class 18 contains 67466 members 
Mstep: Class 19 contains 46378 members 
Mstep: Class 20 contains 43801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147891024.000000 Penalty: 62652.695312
Iteration 34Q: 19 clusters Score -1.47891e+08 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 269743 members 
Mstep: Class 2 contains 9857 members 
Mstep: Class 3 contains 7850 members 
Mstep: Class 4 contains 228675 members 
Mstep: Class 5 contains 2841 members 
Mstep: Class 6 contains 4188 members 
Mstep: Class 7 contains 13020 members 
Mstep: Class 9 contains 3457 members 
Mstep: Class 10 contains 207935 members 
Mstep: Class 11 contains 8384 members 
Mstep: Class 12 contains 47562 members 
Mstep: Class 13 contains 220128 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 58454 members 
Mstep: Class 16 contains 1478 members 
Mstep: Class 18 contains 67470 members 
Mstep: Class 19 contains 46618 members 
Mstep: Class 20 contains 44254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147891072.000000 Penalty: 62652.695312
Iteration 35Q: 19 clusters Score -1.478911e+08 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 268803 members 
Mstep: Class 2 contains 9847 members 
Mstep: Class 3 contains 7808 members 
Mstep: Class 4 contains 229222 members 
Mstep: Class 5 contains 2747 members 
Mstep: Class 6 contains 4166 members 
Mstep: Class 7 contains 13012 members 
Mstep: Class 9 contains 3462 members 
Mstep: Class 10 contains 209629 members 
Mstep: Class 11 contains 8136 members 
Mstep: Class 12 contains 47522 members 
Mstep: Class 13 contains 219100 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 57993 members 
Mstep: Class 16 contains 1479 members 
Mstep: Class 18 contains 67478 members 
Mstep: Class 19 contains 46816 members 
Mstep: Class 20 contains 44694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147891568.000000 Penalty: 62652.695312
Iteration 36Q: 19 clusters Score -1.478916e+08 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 268126 members 
Mstep: Class 2 contains 9814 members 
Mstep: Class 3 contains 7782 members 
Mstep: Class 4 contains 229629 members 
Mstep: Class 5 contains 2651 members 
Mstep: Class 6 contains 4152 members 
Mstep: Class 7 contains 13008 members 
Mstep: Class 9 contains 3463 members 
Mstep: Class 10 contains 211183 members 
Mstep: Class 11 contains 7909 members 
Mstep: Class 12 contains 47465 members 
Mstep: Class 13 contains 218160 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 57537 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 18 contains 67488 members 
Mstep: Class 19 contains 46975 members 
Mstep: Class 20 contains 45091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147891968.000000 Penalty: 62652.695312
Iteration 37Q: 19 clusters Score -1.47892e+08 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 267655 members 
Mstep: Class 2 contains 9774 members 
Mstep: Class 3 contains 7764 members 
Mstep: Class 4 contains 229957 members 
Mstep: Class 5 contains 2562 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 13002 members 
Mstep: Class 9 contains 3466 members 
Mstep: Class 10 contains 212586 members 
Mstep: Class 11 contains 7727 members 
Mstep: Class 12 contains 47410 members 
Mstep: Class 13 contains 217195 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 57134 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 18 contains 67495 members 
Mstep: Class 19 contains 47093 members 
Mstep: Class 20 contains 45467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147892832.000000 Penalty: 62652.695312
Iteration 38Q: 19 clusters Score -1.478928e+08 nChanged 5500
Entering ConstructFrom: 
Score: -147892832.000000 Penalty: 62652.695312
Entering ConstructFrom: 
Trying to split cluster 1 (267394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267394 members 
Entering Unmasked Estep 
Score: -32834672.000000 Penalty: 3099.126465
	Iteration 0F: 2 clusters Score -3.283467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133914 members 
Mstep: Class 2 contains 133480 members 
Entering Unmasked Estep 
Score: -32661560.000000 Penalty: 6198.252930
	Iteration 0F: 3 clusters Score -3.266156e+07 nChanged 129234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137414 members 
Mstep: Class 2 contains 129980 members 
Entering Unmasked Estep 
Score: -32737246.000000 Penalty: 6198.252930
	Iteration 1F: 3 clusters Score -3.273725e+07 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139422 members 
Mstep: Class 2 contains 127972 members 
Entering Unmasked Estep 
Score: -32738810.000000 Penalty: 6198.252930
	Iteration 2Q: 3 clusters Score -3.273881e+07 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142741 members 
Mstep: Class 2 contains 124653 members 
Entering Unmasked Estep 
Score: -32740986.000000 Penalty: 6198.252930
	Iteration 3Q: 3 clusters Score -3.274099e+07 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147873 members 
Mstep: Class 2 contains 119521 members 
Entering Unmasked Estep 
Score: -32743788.000000 Penalty: 6198.252930
	Iteration 4Q: 3 clusters Score -3.274379e+07 nChanged 10661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155408 members 
Mstep: Class 2 contains 111986 members 
Entering Unmasked Estep 
Score: -32748100.000000 Penalty: 6198.252930
	Iteration 5Q: 3 clusters Score -3.27481e+07 nChanged 13114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166056 members 
Mstep: Class 2 contains 101338 members 
Entering Unmasked Estep 
Score: -32755330.000000 Penalty: 6198.252930
	Iteration 6Q: 3 clusters Score -3.275533e+07 nChanged 15555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179829 members 
Mstep: Class 2 contains 87565 members 
Entering Unmasked Estep 
Score: -32765224.000000 Penalty: 6198.252930
	Iteration 7F: 3 clusters Score -3.276522e+07 nChanged 17568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196073 members 
Mstep: Class 2 contains 71321 members 
Entering Unmasked Estep 
Score: -32778218.000000 Penalty: 6198.252930
	Iteration 8F: 3 clusters Score -3.277822e+07 nChanged 17357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212204 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -32791636.000000 Penalty: 6198.252930
	Iteration 9F: 3 clusters Score -3.279164e+07 nChanged 14397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225331 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -32803544.000000 Penalty: 6198.252930
	Iteration 10F: 3 clusters Score -3.280354e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234577 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -32811456.000000 Penalty: 6198.252930
	Iteration 11Q: 3 clusters Score -3.281146e+07 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241005 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -32816444.000000 Penalty: 6198.252930
	Iteration 12Q: 3 clusters Score -3.281644e+07 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245811 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -32820024.000000 Penalty: 6198.252930
	Iteration 13Q: 3 clusters Score -3.282002e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249657 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -32822386.000000 Penalty: 6198.252930
	Iteration 14Q: 3 clusters Score -3.282239e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252735 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -32824310.000000 Penalty: 6198.252930
	Iteration 15Q: 3 clusters Score -3.282431e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255304 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -32825758.000000 Penalty: 6198.252930
	Iteration 16Q: 3 clusters Score -3.282576e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257502 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -32826936.000000 Penalty: 6198.252930
	Iteration 17Q: 3 clusters Score -3.282694e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259357 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -32828032.000000 Penalty: 6198.252930
	Iteration 18Q: 3 clusters Score -3.282803e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260854 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -32828822.000000 Penalty: 6198.252930
	Iteration 19Q: 3 clusters Score -3.282882e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262094 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -32829628.000000 Penalty: 6198.252930
	Iteration 20F: 3 clusters Score -3.282963e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263050 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -32830260.000000 Penalty: 6198.252930
	Iteration 21Q: 3 clusters Score -3.283026e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263810 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -32830708.000000 Penalty: 6198.252930
	Iteration 22Q: 3 clusters Score -3.283071e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264394 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -32831008.000000 Penalty: 6198.252930
	Iteration 23Q: 3 clusters Score -3.283101e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264807 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -32831350.000000 Penalty: 6198.252930
	Iteration 24Q: 3 clusters Score -3.283135e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265142 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -32831656.000000 Penalty: 6198.252930
	Iteration 25Q: 3 clusters Score -3.283166e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265382 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -32831832.000000 Penalty: 6198.252930
	Iteration 26Q: 3 clusters Score -3.283183e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265558 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -32831950.000000 Penalty: 6198.252930
	Iteration 27Q: 3 clusters Score -3.283195e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265690 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -32832020.000000 Penalty: 6198.252930
	Iteration 28Q: 3 clusters Score -3.283202e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265795 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -32832090.000000 Penalty: 6198.252930
	Iteration 29Q: 3 clusters Score -3.283209e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265866 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -32832170.000000 Penalty: 6198.252930
	Iteration 30Q: 3 clusters Score -3.283217e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265909 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -32832192.000000 Penalty: 6198.252930
	Iteration 31Q: 3 clusters Score -3.283219e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265957 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -32832230.000000 Penalty: 6198.252930
	Iteration 32Q: 3 clusters Score -3.283223e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265987 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -32832248.000000 Penalty: 6198.252930
	Iteration 33Q: 3 clusters Score -3.283225e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266010 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -32832278.000000 Penalty: 6198.252930
	Iteration 34Q: 3 clusters Score -3.283228e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266039 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -32832280.000000 Penalty: 6198.252930
	Iteration 35Q: 3 clusters Score -3.283228e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266061 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -32832284.000000 Penalty: 6198.252930
	Iteration 36Q: 3 clusters Score -3.283228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266068 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -32832332.000000 Penalty: 6198.252930
	Iteration 37Q: 3 clusters Score -3.283233e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266082 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -32832330.000000 Penalty: 6198.252930
	Iteration 38Q: 3 clusters Score -3.283233e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266092 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -32832324.000000 Penalty: 6198.252930
	Iteration 39Q: 3 clusters Score -3.283232e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266108 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -32832372.000000 Penalty: 6198.252930
	Iteration 40F: 3 clusters Score -3.283237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266125 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -32832396.000000 Penalty: 6198.252930
	Iteration 41Q: 3 clusters Score -3.28324e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266141 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -32832366.000000 Penalty: 6198.252930
	Iteration 42Q: 3 clusters Score -3.283237e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266158 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -32832380.000000 Penalty: 6198.252930
	Iteration 43Q: 3 clusters Score -3.283238e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266171 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -32832398.000000 Penalty: 6198.252930
	Iteration 44Q: 3 clusters Score -3.28324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266187 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -32832408.000000 Penalty: 6198.252930
	Iteration 45Q: 3 clusters Score -3.283241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266183 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -32832416.000000 Penalty: 6198.252930
	Iteration 46Q: 3 clusters Score -3.283242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266190 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -32832402.000000 Penalty: 6198.252930
	Iteration 47Q: 3 clusters Score -3.28324e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266196 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -32832420.000000 Penalty: 6198.252930
	Iteration 48Q: 3 clusters Score -3.283242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266199 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -32832422.000000 Penalty: 6198.252930
	Iteration 49Q: 3 clusters Score -3.283242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266198 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -32832420.000000 Penalty: 6198.252930
	Iteration 50Q: 3 clusters Score -3.283242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266203 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -32832420.000000 Penalty: 6198.252930
	Iteration 51Q: 3 clusters Score -3.283242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266205 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -32832412.000000 Penalty: 6198.252930
	Iteration 52Q: 3 clusters Score -3.283241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266205 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -32832416.000000 Penalty: 6198.252930
	Iteration 53Q: 3 clusters Score -3.283242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266205 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -32832416.000000 Penalty: 6198.252930
	Iteration 54F: 3 clusters Score -3.283242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Entering Unmasked Estep 
Score: -1047722.187500 Penalty: 2277.121338
	Iteration 0F: 2 clusters Score -1047722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1040432.312500 Penalty: 4554.242676
	Iteration 0F: 3 clusters Score -1040432 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1044797.750000 Penalty: 4554.242676
	Iteration 1F: 3 clusters Score -1044798 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1048733.250000 Penalty: 4554.242676
	Iteration 2F: 3 clusters Score -1048733 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1052221.750000 Penalty: 4554.242676
	Iteration 3F: 3 clusters Score -1052222 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1053246.625000 Penalty: 4554.242676
	Iteration 4F: 3 clusters Score -1053247 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1053584.750000 Penalty: 4554.242676
	Iteration 5Q: 3 clusters Score -1053585 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1053786.125000 Penalty: 4554.242676
	Iteration 6Q: 3 clusters Score -1053786 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1053951.500000 Penalty: 4554.242676
	Iteration 7Q: 3 clusters Score -1053952 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1054049.375000 Penalty: 4554.242676
	Iteration 8Q: 3 clusters Score -1054049 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1054120.625000 Penalty: 4554.242676
	Iteration 9Q: 3 clusters Score -1054121 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1054185.625000 Penalty: 4554.242676
	Iteration 10Q: 3 clusters Score -1054186 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1054255.000000 Penalty: 4554.242676
	Iteration 11Q: 3 clusters Score -1054255 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1054321.000000 Penalty: 4554.242676
	Iteration 12Q: 3 clusters Score -1054321 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1054374.375000 Penalty: 4554.242676
	Iteration 13Q: 3 clusters Score -1054374 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1054422.125000 Penalty: 4554.242676
	Iteration 14Q: 3 clusters Score -1054422 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1054467.375000 Penalty: 4554.242676
	Iteration 15Q: 3 clusters Score -1054467 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1054500.625000 Penalty: 4554.242676
	Iteration 16Q: 3 clusters Score -1054501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1054521.375000 Penalty: 4554.242676
	Iteration 17Q: 3 clusters Score -1054521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1054537.000000 Penalty: 4554.242676
	Iteration 18Q: 3 clusters Score -1054537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1054547.500000 Penalty: 4554.242676
	Iteration 19Q: 3 clusters Score -1054548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1054565.250000 Penalty: 4554.242676
	Iteration 20F: 3 clusters Score -1054565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1054602.125000 Penalty: 4554.242676
	Iteration 21Q: 3 clusters Score -1054602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1054664.250000 Penalty: 4554.242676
	Iteration 22Q: 3 clusters Score -1054664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1054735.000000 Penalty: 4554.242676
	Iteration 23Q: 3 clusters Score -1054735 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1054797.625000 Penalty: 4554.242676
	Iteration 24Q: 3 clusters Score -1054798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1054879.125000 Penalty: 4554.242676
	Iteration 25Q: 3 clusters Score -1054879 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1054973.375000 Penalty: 4554.242676
	Iteration 26Q: 3 clusters Score -1054973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1055067.375000 Penalty: 4554.242676
	Iteration 27Q: 3 clusters Score -1055067 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1055172.750000 Penalty: 4554.242676
	Iteration 28Q: 3 clusters Score -1055173 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1055251.375000 Penalty: 4554.242676
	Iteration 29Q: 3 clusters Score -1055251 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1055375.000000 Penalty: 4554.242676
	Iteration 30Q: 3 clusters Score -1055375 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1055514.625000 Penalty: 4554.242676
	Iteration 31Q: 3 clusters Score -1055515 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1055642.750000 Penalty: 4554.242676
	Iteration 32Q: 3 clusters Score -1055643 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1055803.500000 Penalty: 4554.242676
	Iteration 33Q: 3 clusters Score -1055804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1055939.000000 Penalty: 4554.242676
	Iteration 34Q: 3 clusters Score -1055939 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1056052.875000 Penalty: 4554.242676
	Iteration 35Q: 3 clusters Score -1056053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1056184.250000 Penalty: 4554.242676
	Iteration 36Q: 3 clusters Score -1056184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1056329.250000 Penalty: 4554.242676
	Iteration 37Q: 3 clusters Score -1056329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1056454.125000 Penalty: 4554.242676
	Iteration 38Q: 3 clusters Score -1056454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1056562.125000 Penalty: 4554.242676
	Iteration 39Q: 3 clusters Score -1056562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1056701.125000 Penalty: 4554.242676
	Iteration 40F: 3 clusters Score -1056701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1056873.000000 Penalty: 4554.242676
	Iteration 41Q: 3 clusters Score -1056873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1056885.500000 Penalty: 4554.242676
	Iteration 42Q: 3 clusters Score -1056886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1056889.250000 Penalty: 4554.242676
	Iteration 43Q: 3 clusters Score -1056889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1056889.250000 Penalty: 4554.242676
	Iteration 44F: 3 clusters Score -1056889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 267394 members 
Mstep: Class 2 contains 9245 members 
Mstep: Class 3 contains 7738 members 
Mstep: Class 4 contains 230203 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 12998 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 3468 members 
Mstep: Class 10 contains 213696 members 
Mstep: Class 11 contains 7564 members 
Mstep: Class 12 contains 47393 members 
Mstep: Class 13 contains 216361 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 56757 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 18 contains 67501 members 
Mstep: Class 19 contains 47207 members 
Mstep: Class 20 contains 45808 members 
Entering Unmasked Estep 
Score: -147901248.000000 Penalty: 66133.398438
Splitting cluster 2 changes total score from -147892832.000000 to -147901248.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (7738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Entering Unmasked Estep 
Score: -911499.312500 Penalty: 2220.566895
	Iteration 0F: 2 clusters Score -911499.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -905209.000000 Penalty: 4441.133789
	Iteration 0F: 3 clusters Score -905209 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -906954.250000 Penalty: 4441.133789
	Iteration 1F: 3 clusters Score -906954.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -907233.750000 Penalty: 4441.133789
	Iteration 2F: 3 clusters Score -907233.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -907438.937500 Penalty: 4441.133789
	Iteration 3F: 3 clusters Score -907438.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -907628.187500 Penalty: 4441.133789
	Iteration 4Q: 3 clusters Score -907628.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -907822.750000 Penalty: 4441.133789
	Iteration 5Q: 3 clusters Score -907822.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -908038.875000 Penalty: 4441.133789
	Iteration 6Q: 3 clusters Score -908038.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -908283.937500 Penalty: 4441.133789
	Iteration 7Q: 3 clusters Score -908283.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -908579.500000 Penalty: 4441.133789
	Iteration 8Q: 3 clusters Score -908579.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -908890.687500 Penalty: 4441.133789
	Iteration 9Q: 3 clusters Score -908890.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -909208.562500 Penalty: 4441.133789
	Iteration 10Q: 3 clusters Score -909208.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -909565.750000 Penalty: 4441.133789
	Iteration 11Q: 3 clusters Score -909565.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -909957.000000 Penalty: 4441.133789
	Iteration 12F: 3 clusters Score -909957 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -910309.500000 Penalty: 4441.133789
	Iteration 13F: 3 clusters Score -910309.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -910604.750000 Penalty: 4441.133789
	Iteration 14Q: 3 clusters Score -910604.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -910819.562500 Penalty: 4441.133789
	Iteration 15Q: 3 clusters Score -910819.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -910985.625000 Penalty: 4441.133789
	Iteration 16Q: 3 clusters Score -910985.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -911119.937500 Penalty: 4441.133789
	Iteration 17Q: 3 clusters Score -911119.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -911230.687500 Penalty: 4441.133789
	Iteration 18Q: 3 clusters Score -911230.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -911333.937500 Penalty: 4441.133789
	Iteration 19Q: 3 clusters Score -911333.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -911401.375000 Penalty: 4441.133789
	Iteration 20F: 3 clusters Score -911401.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -911466.375000 Penalty: 4441.133789
	Iteration 21Q: 3 clusters Score -911466.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -911541.250000 Penalty: 4441.133789
	Iteration 22Q: 3 clusters Score -911541.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -911634.562500 Penalty: 4441.133789
	Iteration 23Q: 3 clusters Score -911634.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -911685.750000 Penalty: 4441.133789
	Iteration 24Q: 3 clusters Score -911685.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -911725.625000 Penalty: 4441.133789
	Iteration 25Q: 3 clusters Score -911725.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -911754.562500 Penalty: 4441.133789
	Iteration 26Q: 3 clusters Score -911754.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -911767.625000 Penalty: 4441.133789
	Iteration 27Q: 3 clusters Score -911767.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -911775.000000 Penalty: 4441.133789
	Iteration 28Q: 3 clusters Score -911775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -911776.625000 Penalty: 4441.133789
	Iteration 29Q: 3 clusters Score -911776.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -911778.437500 Penalty: 4441.133789
	Iteration 30Q: 3 clusters Score -911778.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -911780.500000 Penalty: 4441.133789
	Iteration 31Q: 3 clusters Score -911780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -911781.625000 Penalty: 4441.133789
	Iteration 32Q: 3 clusters Score -911781.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -911782.250000 Penalty: 4441.133789
	Iteration 33Q: 3 clusters Score -911782.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -911781.375000 Penalty: 4441.133789
	Iteration 34Q: 3 clusters Score -911781.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -911781.375000 Penalty: 4441.133789
	Iteration 35F: 3 clusters Score -911781.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 267394 members 
Mstep: Class 2 contains 9245 members 
Mstep: Class 3 contains 5566 members 
Mstep: Class 4 contains 230203 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 4135 members 
Mstep: Class 7 contains 12998 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 3468 members 
Mstep: Class 10 contains 213696 members 
Mstep: Class 11 contains 7564 members 
Mstep: Class 12 contains 47393 members 
Mstep: Class 13 contains 216361 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 56757 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 67501 members 
Mstep: Class 19 contains 47207 members 
Mstep: Class 20 contains 45808 members 
Entering Unmasked Estep 
Score: -147900080.000000 Penalty: 69614.101562
Splitting cluster 3 changes total score from -147892832.000000 to -147900080.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 4 (230203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230203 members 
Entering Unmasked Estep 
Score: -28262882.000000 Penalty: 3061.985840
	Iteration 0F: 2 clusters Score -2.826288e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114857 members 
Mstep: Class 2 contains 115346 members 
Entering Unmasked Estep 
Score: -28115002.000000 Penalty: 6123.971680
	Iteration 0F: 3 clusters Score -2.8115e+07 nChanged 111053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110718 members 
Mstep: Class 2 contains 119485 members 
Entering Unmasked Estep 
Score: -28181144.000000 Penalty: 6123.971680
	Iteration 1F: 3 clusters Score -2.818114e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108093 members 
Mstep: Class 2 contains 122110 members 
Entering Unmasked Estep 
Score: -28183446.000000 Penalty: 6123.971680
	Iteration 2Q: 3 clusters Score -2.818345e+07 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104184 members 
Mstep: Class 2 contains 126019 members 
Entering Unmasked Estep 
Score: -28186778.000000 Penalty: 6123.971680
	Iteration 3Q: 3 clusters Score -2.818678e+07 nChanged 10794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98800 members 
Mstep: Class 2 contains 131403 members 
Entering Unmasked Estep 
Score: -28191646.000000 Penalty: 6123.971680
	Iteration 4Q: 3 clusters Score -2.819165e+07 nChanged 12508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91930 members 
Mstep: Class 2 contains 138273 members 
Entering Unmasked Estep 
Score: -28198898.000000 Penalty: 6123.971680
	Iteration 5F: 3 clusters Score -2.81989e+07 nChanged 14425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83743 members 
Mstep: Class 2 contains 146460 members 
Entering Unmasked Estep 
Score: -28208454.000000 Penalty: 6123.971680
	Iteration 6F: 3 clusters Score -2.820845e+07 nChanged 15044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75463 members 
Mstep: Class 2 contains 154740 members 
Entering Unmasked Estep 
Score: -28219184.000000 Penalty: 6123.971680
	Iteration 7F: 3 clusters Score -2.821918e+07 nChanged 13881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68422 members 
Mstep: Class 2 contains 161781 members 
Entering Unmasked Estep 
Score: -28228560.000000 Penalty: 6123.971680
	Iteration 8F: 3 clusters Score -2.822856e+07 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 167186 members 
Entering Unmasked Estep 
Score: -28235574.000000 Penalty: 6123.971680
	Iteration 9F: 3 clusters Score -2.823557e+07 nChanged 8628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59021 members 
Mstep: Class 2 contains 171182 members 
Entering Unmasked Estep 
Score: -28239524.000000 Penalty: 6123.971680
	Iteration 10Q: 3 clusters Score -2.823952e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 174467 members 
Entering Unmasked Estep 
Score: -28241808.000000 Penalty: 6123.971680
	Iteration 11Q: 3 clusters Score -2.824181e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 177467 members 
Entering Unmasked Estep 
Score: -28243484.000000 Penalty: 6123.971680
	Iteration 12Q: 3 clusters Score -2.824348e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 180412 members 
Entering Unmasked Estep 
Score: -28244620.000000 Penalty: 6123.971680
	Iteration 13Q: 3 clusters Score -2.824462e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 183287 members 
Entering Unmasked Estep 
Score: -28245718.000000 Penalty: 6123.971680
	Iteration 14Q: 3 clusters Score -2.824572e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 186180 members 
Entering Unmasked Estep 
Score: -28246912.000000 Penalty: 6123.971680
	Iteration 15Q: 3 clusters Score -2.824691e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 189067 members 
Entering Unmasked Estep 
Score: -28248020.000000 Penalty: 6123.971680
	Iteration 16Q: 3 clusters Score -2.824802e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 192116 members 
Entering Unmasked Estep 
Score: -28249252.000000 Penalty: 6123.971680
	Iteration 17Q: 3 clusters Score -2.824925e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 195182 members 
Entering Unmasked Estep 
Score: -28250544.000000 Penalty: 6123.971680
	Iteration 18Q: 3 clusters Score -2.825054e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 198186 members 
Entering Unmasked Estep 
Score: -28251874.000000 Penalty: 6123.971680
	Iteration 19Q: 3 clusters Score -2.825187e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 201067 members 
Entering Unmasked Estep 
Score: -28252904.000000 Penalty: 6123.971680
	Iteration 20F: 3 clusters Score -2.82529e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 203671 members 
Entering Unmasked Estep 
Score: -28253956.000000 Penalty: 6123.971680
	Iteration 21Q: 3 clusters Score -2.825396e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 206035 members 
Entering Unmasked Estep 
Score: -28254748.000000 Penalty: 6123.971680
	Iteration 22Q: 3 clusters Score -2.825475e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 208182 members 
Entering Unmasked Estep 
Score: -28255664.000000 Penalty: 6123.971680
	Iteration 23Q: 3 clusters Score -2.825566e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 210053 members 
Entering Unmasked Estep 
Score: -28256330.000000 Penalty: 6123.971680
	Iteration 24Q: 3 clusters Score -2.825633e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 211764 members 
Entering Unmasked Estep 
Score: -28256908.000000 Penalty: 6123.971680
	Iteration 25Q: 3 clusters Score -2.825691e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 213238 members 
Entering Unmasked Estep 
Score: -28257228.000000 Penalty: 6123.971680
	Iteration 26Q: 3 clusters Score -2.825723e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 214551 members 
Entering Unmasked Estep 
Score: -28257544.000000 Penalty: 6123.971680
	Iteration 27Q: 3 clusters Score -2.825754e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 215722 members 
Entering Unmasked Estep 
Score: -28257882.000000 Penalty: 6123.971680
	Iteration 28Q: 3 clusters Score -2.825788e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 216787 members 
Entering Unmasked Estep 
Score: -28258058.000000 Penalty: 6123.971680
	Iteration 29Q: 3 clusters Score -2.825806e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 217788 members 
Entering Unmasked Estep 
Score: -28258242.000000 Penalty: 6123.971680
	Iteration 30Q: 3 clusters Score -2.825824e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 218640 members 
Entering Unmasked Estep 
Score: -28258536.000000 Penalty: 6123.971680
	Iteration 31Q: 3 clusters Score -2.825854e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 219403 members 
Entering Unmasked Estep 
Score: -28258736.000000 Penalty: 6123.971680
	Iteration 32Q: 3 clusters Score -2.825874e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 220117 members 
Entering Unmasked Estep 
Score: -28258864.000000 Penalty: 6123.971680
	Iteration 33Q: 3 clusters Score -2.825886e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 220767 members 
Entering Unmasked Estep 
Score: -28259078.000000 Penalty: 6123.971680
	Iteration 34Q: 3 clusters Score -2.825908e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 221375 members 
Entering Unmasked Estep 
Score: -28259166.000000 Penalty: 6123.971680
	Iteration 35Q: 3 clusters Score -2.825917e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 221925 members 
Entering Unmasked Estep 
Score: -28259236.000000 Penalty: 6123.971680
	Iteration 36Q: 3 clusters Score -2.825924e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 222411 members 
Entering Unmasked Estep 
Score: -28259344.000000 Penalty: 6123.971680
	Iteration 37Q: 3 clusters Score -2.825934e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 222861 members 
Entering Unmasked Estep 
Score: -28259434.000000 Penalty: 6123.971680
	Iteration 38Q: 3 clusters Score -2.825943e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 223286 members 
Entering Unmasked Estep 
Score: -28259546.000000 Penalty: 6123.971680
	Iteration 39Q: 3 clusters Score -2.825955e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 223656 members 
Entering Unmasked Estep 
Score: -28259686.000000 Penalty: 6123.971680
	Iteration 40F: 3 clusters Score -2.825969e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 223982 members 
Entering Unmasked Estep 
Score: -28259804.000000 Penalty: 6123.971680
	Iteration 41Q: 3 clusters Score -2.82598e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 224283 members 
Entering Unmasked Estep 
Score: -28259840.000000 Penalty: 6123.971680
	Iteration 42Q: 3 clusters Score -2.825984e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 224562 members 
Entering Unmasked Estep 
Score: -28259906.000000 Penalty: 6123.971680
	Iteration 43Q: 3 clusters Score -2.825991e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 224801 members 
Entering Unmasked Estep 
Score: -28259968.000000 Penalty: 6123.971680
	Iteration 44Q: 3 clusters Score -2.825997e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 225023 members 
Entering Unmasked Estep 
Score: -28260030.000000 Penalty: 6123.971680
	Iteration 45Q: 3 clusters Score -2.826003e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 225213 members 
Entering Unmasked Estep 
Score: -28260078.000000 Penalty: 6123.971680
	Iteration 46Q: 3 clusters Score -2.826008e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 225374 members 
Entering Unmasked Estep 
Score: -28260116.000000 Penalty: 6123.971680
	Iteration 47Q: 3 clusters Score -2.826012e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 225529 members 
Entering Unmasked Estep 
Score: -28260204.000000 Penalty: 6123.971680
	Iteration 48Q: 3 clusters Score -2.82602e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 225695 members 
Entering Unmasked Estep 
Score: -28260168.000000 Penalty: 6123.971680
	Iteration 49Q: 3 clusters Score -2.826017e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 225870 members 
Entering Unmasked Estep 
Score: -28260264.000000 Penalty: 6123.971680
	Iteration 50Q: 3 clusters Score -2.826026e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 226024 members 
Entering Unmasked Estep 
Score: -28260294.000000 Penalty: 6123.971680
	Iteration 51Q: 3 clusters Score -2.826029e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 226166 members 
Entering Unmasked Estep 
Score: -28260320.000000 Penalty: 6123.971680
	Iteration 52Q: 3 clusters Score -2.826032e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 226288 members 
Entering Unmasked Estep 
Score: -28260328.000000 Penalty: 6123.971680
	Iteration 53Q: 3 clusters Score -2.826033e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 226409 members 
Entering Unmasked Estep 
Score: -28260348.000000 Penalty: 6123.971680
	Iteration 54Q: 3 clusters Score -2.826035e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 226505 members 
Entering Unmasked Estep 
Score: -28260350.000000 Penalty: 6123.971680
	Iteration 55Q: 3 clusters Score -2.826035e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 226593 members 
Entering Unmasked Estep 
Score: -28260330.000000 Penalty: 6123.971680
	Iteration 56Q: 3 clusters Score -2.826033e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 226687 members 
Entering Unmasked Estep 
Score: -28260340.000000 Penalty: 6123.971680
	Iteration 57Q: 3 clusters Score -2.826034e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 226775 members 
Entering Unmasked Estep 
Score: -28260364.000000 Penalty: 6123.971680
	Iteration 58Q: 3 clusters Score -2.826036e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 226845 members 
Entering Unmasked Estep 
Score: -28260424.000000 Penalty: 6123.971680
	Iteration 59Q: 3 clusters Score -2.826042e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 226916 members 
Entering Unmasked Estep 
Score: -28260448.000000 Penalty: 6123.971680
	Iteration 60F: 3 clusters Score -2.826045e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 226968 members 
Entering Unmasked Estep 
Score: -28260476.000000 Penalty: 6123.971680
	Iteration 61Q: 3 clusters Score -2.826048e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 227012 members 
Entering Unmasked Estep 
Score: -28260480.000000 Penalty: 6123.971680
	Iteration 62Q: 3 clusters Score -2.826048e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 227044 members 
Entering Unmasked Estep 
Score: -28260480.000000 Penalty: 6123.971680
	Iteration 63Q: 3 clusters Score -2.826048e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 227084 members 
Entering Unmasked Estep 
Score: -28260500.000000 Penalty: 6123.971680
	Iteration 64Q: 3 clusters Score -2.82605e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 227119 members 
Entering Unmasked Estep 
Score: -28260480.000000 Penalty: 6123.971680
	Iteration 65Q: 3 clusters Score -2.826048e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 227148 members 
Entering Unmasked Estep 
Score: -28260492.000000 Penalty: 6123.971680
	Iteration 66Q: 3 clusters Score -2.826049e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 227188 members 
Entering Unmasked Estep 
Score: -28260502.000000 Penalty: 6123.971680
	Iteration 67Q: 3 clusters Score -2.82605e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 227207 members 
Entering Unmasked Estep 
Score: -28260520.000000 Penalty: 6123.971680
	Iteration 68Q: 3 clusters Score -2.826052e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 227226 members 
Entering Unmasked Estep 
Score: -28260536.000000 Penalty: 6123.971680
	Iteration 69Q: 3 clusters Score -2.826054e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 227253 members 
Entering Unmasked Estep 
Score: -28260562.000000 Penalty: 6123.971680
	Iteration 70Q: 3 clusters Score -2.826056e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 227275 members 
Entering Unmasked Estep 
Score: -28260540.000000 Penalty: 6123.971680
	Iteration 71Q: 3 clusters Score -2.826054e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 227290 members 
Entering Unmasked Estep 
Score: -28260532.000000 Penalty: 6123.971680
	Iteration 72Q: 3 clusters Score -2.826053e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 227311 members 
Entering Unmasked Estep 
Score: -28260550.000000 Penalty: 6123.971680
	Iteration 73Q: 3 clusters Score -2.826055e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 227324 members 
Entering Unmasked Estep 
Score: -28260566.000000 Penalty: 6123.971680
	Iteration 74Q: 3 clusters Score -2.826057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 227329 members 
Entering Unmasked Estep 
Score: -28260576.000000 Penalty: 6123.971680
	Iteration 75Q: 3 clusters Score -2.826058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 227337 members 
Entering Unmasked Estep 
Score: -28260582.000000 Penalty: 6123.971680
	Iteration 76Q: 3 clusters Score -2.826058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 227350 members 
Entering Unmasked Estep 
Score: -28260576.000000 Penalty: 6123.971680
	Iteration 77Q: 3 clusters Score -2.826058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 227354 members 
Entering Unmasked Estep 
Score: -28260570.000000 Penalty: 6123.971680
	Iteration 78Q: 3 clusters Score -2.826057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 227359 members 
Entering Unmasked Estep 
Score: -28260594.000000 Penalty: 6123.971680
	Iteration 79Q: 3 clusters Score -2.826059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 227366 members 
Entering Unmasked Estep 
Score: -28260588.000000 Penalty: 6123.971680
	Iteration 80F: 3 clusters Score -2.826059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 227374 members 
Entering Unmasked Estep 
Score: -28260574.000000 Penalty: 6123.971680
	Iteration 81Q: 3 clusters Score -2.826057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 227387 members 
Entering Unmasked Estep 
Score: -28260588.000000 Penalty: 6123.971680
	Iteration 82Q: 3 clusters Score -2.826059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 227398 members 
Entering Unmasked Estep 
Score: -28260616.000000 Penalty: 6123.971680
	Iteration 83Q: 3 clusters Score -2.826062e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 227412 members 
Entering Unmasked Estep 
Score: -28260612.000000 Penalty: 6123.971680
	Iteration 84Q: 3 clusters Score -2.826061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 227423 members 
Entering Unmasked Estep 
Score: -28260614.000000 Penalty: 6123.971680
	Iteration 85Q: 3 clusters Score -2.826061e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 227432 members 
Entering Unmasked Estep 
Score: -28260616.000000 Penalty: 6123.971680
	Iteration 86Q: 3 clusters Score -2.826062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 227438 members 
Entering Unmasked Estep 
Score: -28260614.000000 Penalty: 6123.971680
	Iteration 87Q: 3 clusters Score -2.826061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 227441 members 
Entering Unmasked Estep 
Score: -28260614.000000 Penalty: 6123.971680
	Iteration 88Q: 3 clusters Score -2.826061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 227445 members 
Entering Unmasked Estep 
Score: -28260624.000000 Penalty: 6123.971680
	Iteration 89Q: 3 clusters Score -2.826062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 227450 members 
Entering Unmasked Estep 
Score: -28260610.000000 Penalty: 6123.971680
	Iteration 90Q: 3 clusters Score -2.826061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 227455 members 
Entering Unmasked Estep 
Score: -28260620.000000 Penalty: 6123.971680
	Iteration 91Q: 3 clusters Score -2.826062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 227458 members 
Entering Unmasked Estep 
Score: -28260640.000000 Penalty: 6123.971680
	Iteration 92Q: 3 clusters Score -2.826064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 227463 members 
Entering Unmasked Estep 
Score: -28260648.000000 Penalty: 6123.971680
	Iteration 93Q: 3 clusters Score -2.826065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 227469 members 
Entering Unmasked Estep 
Score: -28260644.000000 Penalty: 6123.971680
	Iteration 94Q: 3 clusters Score -2.826064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 227479 members 
Entering Unmasked Estep 
Score: -28260662.000000 Penalty: 6123.971680
	Iteration 95Q: 3 clusters Score -2.826066e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 227493 members 
Entering Unmasked Estep 
Score: -28260656.000000 Penalty: 6123.971680
	Iteration 96Q: 3 clusters Score -2.826066e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 227507 members 
Entering Unmasked Estep 
Score: -28260656.000000 Penalty: 6123.971680
	Iteration 97Q: 3 clusters Score -2.826066e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 227520 members 
Entering Unmasked Estep 
Score: -28260658.000000 Penalty: 6123.971680
	Iteration 98Q: 3 clusters Score -2.826066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 227525 members 
Entering Unmasked Estep 
Score: -28260666.000000 Penalty: 6123.971680
	Iteration 99Q: 3 clusters Score -2.826067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 227529 members 
Entering Unmasked Estep 
Score: -28260672.000000 Penalty: 6123.971680
	Iteration 100F: 3 clusters Score -2.826067e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 227540 members 
Entering Unmasked Estep 
Score: -28260694.000000 Penalty: 6123.971680
	Iteration 101Q: 3 clusters Score -2.826069e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 227545 members 
Entering Unmasked Estep 
Score: -28260674.000000 Penalty: 6123.971680
	Iteration 102Q: 3 clusters Score -2.826067e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 227553 members 
Entering Unmasked Estep 
Score: -28260710.000000 Penalty: 6123.971680
	Iteration 103Q: 3 clusters Score -2.826071e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 227561 members 
Entering Unmasked Estep 
Score: -28260734.000000 Penalty: 6123.971680
	Iteration 104Q: 3 clusters Score -2.826073e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 227574 members 
Entering Unmasked Estep 
Score: -28260732.000000 Penalty: 6123.971680
	Iteration 105Q: 3 clusters Score -2.826073e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 227585 members 
Entering Unmasked Estep 
Score: -28260744.000000 Penalty: 6123.971680
	Iteration 106Q: 3 clusters Score -2.826074e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 227596 members 
Entering Unmasked Estep 
Score: -28260744.000000 Penalty: 6123.971680
	Iteration 107Q: 3 clusters Score -2.826074e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 227607 members 
Entering Unmasked Estep 
Score: -28260754.000000 Penalty: 6123.971680
	Iteration 108Q: 3 clusters Score -2.826075e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 227618 members 
Entering Unmasked Estep 
Score: -28260732.000000 Penalty: 6123.971680
	Iteration 109Q: 3 clusters Score -2.826073e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 227635 members 
Entering Unmasked Estep 
Score: -28260734.000000 Penalty: 6123.971680
	Iteration 110Q: 3 clusters Score -2.826073e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 227644 members 
Entering Unmasked Estep 
Score: -28260744.000000 Penalty: 6123.971680
	Iteration 111Q: 3 clusters Score -2.826074e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 227656 members 
Entering Unmasked Estep 
Score: -28260750.000000 Penalty: 6123.971680
	Iteration 112Q: 3 clusters Score -2.826075e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 227667 members 
Entering Unmasked Estep 
Score: -28260730.000000 Penalty: 6123.971680
	Iteration 113Q: 3 clusters Score -2.826073e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 227678 members 
Entering Unmasked Estep 
Score: -28260758.000000 Penalty: 6123.971680
	Iteration 114Q: 3 clusters Score -2.826076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 227687 members 
Entering Unmasked Estep 
Score: -28260754.000000 Penalty: 6123.971680
	Iteration 115Q: 3 clusters Score -2.826075e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 227695 members 
Entering Unmasked Estep 
Score: -28260758.000000 Penalty: 6123.971680
	Iteration 116Q: 3 clusters Score -2.826076e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 227710 members 
Entering Unmasked Estep 
Score: -28260746.000000 Penalty: 6123.971680
	Iteration 117Q: 3 clusters Score -2.826075e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 227719 members 
Entering Unmasked Estep 
Score: -28260752.000000 Penalty: 6123.971680
	Iteration 118Q: 3 clusters Score -2.826075e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 227722 members 
Entering Unmasked Estep 
Score: -28260752.000000 Penalty: 6123.971680
	Iteration 119Q: 3 clusters Score -2.826075e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 227732 members 
Entering Unmasked Estep 
Score: -28260758.000000 Penalty: 6123.971680
	Iteration 120F: 3 clusters Score -2.826076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 227744 members 
Entering Unmasked Estep 
Score: -28260764.000000 Penalty: 6123.971680
	Iteration 121Q: 3 clusters Score -2.826076e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 227754 members 
Entering Unmasked Estep 
Score: -28260758.000000 Penalty: 6123.971680
	Iteration 122Q: 3 clusters Score -2.826076e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 227766 members 
Entering Unmasked Estep 
Score: -28260768.000000 Penalty: 6123.971680
	Iteration 123Q: 3 clusters Score -2.826077e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 227774 members 
Entering Unmasked Estep 
Score: -28260768.000000 Penalty: 6123.971680
	Iteration 124Q: 3 clusters Score -2.826077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 227779 members 
Entering Unmasked Estep 
Score: -28260748.000000 Penalty: 6123.971680
	Iteration 125Q: 3 clusters Score -2.826075e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 227790 members 
Entering Unmasked Estep 
Score: -28260748.000000 Penalty: 6123.971680
	Iteration 126Q: 3 clusters Score -2.826075e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 227801 members 
Entering Unmasked Estep 
Score: -28260746.000000 Penalty: 6123.971680
	Iteration 127Q: 3 clusters Score -2.826075e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 227813 members 
Entering Unmasked Estep 
Score: -28260756.000000 Penalty: 6123.971680
	Iteration 128Q: 3 clusters Score -2.826076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 227825 members 
Entering Unmasked Estep 
Score: -28260752.000000 Penalty: 6123.971680
	Iteration 129Q: 3 clusters Score -2.826075e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 227838 members 
Entering Unmasked Estep 
Score: -28260752.000000 Penalty: 6123.971680
	Iteration 130Q: 3 clusters Score -2.826075e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 227851 members 
Entering Unmasked Estep 
Score: -28260778.000000 Penalty: 6123.971680
	Iteration 131Q: 3 clusters Score -2.826078e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 227863 members 
Entering Unmasked Estep 
Score: -28260796.000000 Penalty: 6123.971680
	Iteration 132Q: 3 clusters Score -2.82608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 227877 members 
Entering Unmasked Estep 
Score: -28260788.000000 Penalty: 6123.971680
	Iteration 133Q: 3 clusters Score -2.826079e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 227893 members 
Entering Unmasked Estep 
Score: -28260792.000000 Penalty: 6123.971680
	Iteration 134Q: 3 clusters Score -2.826079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 227906 members 
Entering Unmasked Estep 
Score: -28260780.000000 Penalty: 6123.971680
	Iteration 135Q: 3 clusters Score -2.826078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 227918 members 
Entering Unmasked Estep 
Score: -28260796.000000 Penalty: 6123.971680
	Iteration 136Q: 3 clusters Score -2.82608e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 227927 members 
Entering Unmasked Estep 
Score: -28260804.000000 Penalty: 6123.971680
	Iteration 137Q: 3 clusters Score -2.82608e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 227933 members 
Entering Unmasked Estep 
Score: -28260796.000000 Penalty: 6123.971680
	Iteration 138Q: 3 clusters Score -2.82608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 227939 members 
Entering Unmasked Estep 
Score: -28260806.000000 Penalty: 6123.971680
	Iteration 139Q: 3 clusters Score -2.826081e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 227949 members 
Entering Unmasked Estep 
Score: -28260794.000000 Penalty: 6123.971680
	Iteration 140F: 3 clusters Score -2.826079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 227954 members 
Entering Unmasked Estep 
Score: -28260794.000000 Penalty: 6123.971680
	Iteration 141Q: 3 clusters Score -2.826079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 227960 members 
Entering Unmasked Estep 
Score: -28260790.000000 Penalty: 6123.971680
	Iteration 142Q: 3 clusters Score -2.826079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 227967 members 
Entering Unmasked Estep 
Score: -28260788.000000 Penalty: 6123.971680
	Iteration 143Q: 3 clusters Score -2.826079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 227970 members 
Entering Unmasked Estep 
Score: -28260782.000000 Penalty: 6123.971680
	Iteration 144Q: 3 clusters Score -2.826078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 227973 members 
Entering Unmasked Estep 
Score: -28260784.000000 Penalty: 6123.971680
	Iteration 145Q: 3 clusters Score -2.826078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 227975 members 
Entering Unmasked Estep 
Score: -28260776.000000 Penalty: 6123.971680
	Iteration 146Q: 3 clusters Score -2.826078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 227977 members 
Entering Unmasked Estep 
Score: -28260776.000000 Penalty: 6123.971680
	Iteration 147Q: 3 clusters Score -2.826078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 227977 members 
Entering Unmasked Estep 
Score: -28260776.000000 Penalty: 6123.971680
	Iteration 148F: 3 clusters Score -2.826078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Entering Unmasked Estep 
Score: -305511.843750 Penalty: 1939.369385
	Iteration 0F: 2 clusters Score -305511.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -302538.281250 Penalty: 3878.738770
	Iteration 0F: 3 clusters Score -302538.3 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -303140.843750 Penalty: 3878.738770
	Iteration 1F: 3 clusters Score -303140.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -303290.875000 Penalty: 3878.738770
	Iteration 2F: 3 clusters Score -303290.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -303368.593750 Penalty: 3878.738770
	Iteration 3Q: 3 clusters Score -303368.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -303419.281250 Penalty: 3878.738770
	Iteration 4Q: 3 clusters Score -303419.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -303440.937500 Penalty: 3878.738770
	Iteration 5Q: 3 clusters Score -303440.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -303465.031250 Penalty: 3878.738770
	Iteration 6Q: 3 clusters Score -303465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -303485.593750 Penalty: 3878.738770
	Iteration 7Q: 3 clusters Score -303485.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -303497.437500 Penalty: 3878.738770
	Iteration 8Q: 3 clusters Score -303497.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -303513.750000 Penalty: 3878.738770
	Iteration 9Q: 3 clusters Score -303513.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -303529.156250 Penalty: 3878.738770
	Iteration 10Q: 3 clusters Score -303529.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -303534.718750 Penalty: 3878.738770
	Iteration 11Q: 3 clusters Score -303534.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -303538.531250 Penalty: 3878.738770
	Iteration 12Q: 3 clusters Score -303538.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -303541.406250 Penalty: 3878.738770
	Iteration 13Q: 3 clusters Score -303541.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -303553.625000 Penalty: 3878.738770
	Iteration 14Q: 3 clusters Score -303553.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -303564.875000 Penalty: 3878.738770
	Iteration 15Q: 3 clusters Score -303564.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -303572.968750 Penalty: 3878.738770
	Iteration 16Q: 3 clusters Score -303573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -303579.875000 Penalty: 3878.738770
	Iteration 17Q: 3 clusters Score -303579.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -303585.656250 Penalty: 3878.738770
	Iteration 18Q: 3 clusters Score -303585.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -303590.000000 Penalty: 3878.738770
	Iteration 19Q: 3 clusters Score -303590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -303596.718750 Penalty: 3878.738770
	Iteration 20F: 3 clusters Score -303596.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -303604.000000 Penalty: 3878.738770
	Iteration 21Q: 3 clusters Score -303604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -303609.656250 Penalty: 3878.738770
	Iteration 22Q: 3 clusters Score -303609.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -303613.437500 Penalty: 3878.738770
	Iteration 23Q: 3 clusters Score -303613.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -303618.437500 Penalty: 3878.738770
	Iteration 24Q: 3 clusters Score -303618.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -303621.437500 Penalty: 3878.738770
	Iteration 25Q: 3 clusters Score -303621.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -303624.343750 Penalty: 3878.738770
	Iteration 26Q: 3 clusters Score -303624.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -303626.437500 Penalty: 3878.738770
	Iteration 27Q: 3 clusters Score -303626.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -303630.437500 Penalty: 3878.738770
	Iteration 28Q: 3 clusters Score -303630.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -303631.468750 Penalty: 3878.738770
	Iteration 29Q: 3 clusters Score -303631.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -303636.343750 Penalty: 3878.738770
	Iteration 30Q: 3 clusters Score -303636.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -303640.750000 Penalty: 3878.738770
	Iteration 31Q: 3 clusters Score -303640.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -303646.781250 Penalty: 3878.738770
	Iteration 32Q: 3 clusters Score -303646.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -303652.312500 Penalty: 3878.738770
	Iteration 33Q: 3 clusters Score -303652.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -303657.312500 Penalty: 3878.738770
	Iteration 34Q: 3 clusters Score -303657.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -303661.562500 Penalty: 3878.738770
	Iteration 35Q: 3 clusters Score -303661.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -303670.156250 Penalty: 3878.738770
	Iteration 36Q: 3 clusters Score -303670.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -303676.437500 Penalty: 3878.738770
	Iteration 37Q: 3 clusters Score -303676.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -303682.750000 Penalty: 3878.738770
	Iteration 38Q: 3 clusters Score -303682.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -303687.218750 Penalty: 3878.738770
	Iteration 39Q: 3 clusters Score -303687.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -303691.843750 Penalty: 3878.738770
	Iteration 40F: 3 clusters Score -303691.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -303696.093750 Penalty: 3878.738770
	Iteration 41Q: 3 clusters Score -303696.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -303701.281250 Penalty: 3878.738770
	Iteration 42Q: 3 clusters Score -303701.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -303706.156250 Penalty: 3878.738770
	Iteration 43Q: 3 clusters Score -303706.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -303715.000000 Penalty: 3878.738770
	Iteration 44Q: 3 clusters Score -303715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -303725.781250 Penalty: 3878.738770
	Iteration 45Q: 3 clusters Score -303725.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -303739.781250 Penalty: 3878.738770
	Iteration 46Q: 3 clusters Score -303739.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -303749.093750 Penalty: 3878.738770
	Iteration 47Q: 3 clusters Score -303749.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -303758.125000 Penalty: 3878.738770
	Iteration 48Q: 3 clusters Score -303758.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -303765.218750 Penalty: 3878.738770
	Iteration 49Q: 3 clusters Score -303765.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -303777.468750 Penalty: 3878.738770
	Iteration 50Q: 3 clusters Score -303777.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -303794.500000 Penalty: 3878.738770
	Iteration 51Q: 3 clusters Score -303794.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -303817.250000 Penalty: 3878.738770
	Iteration 52Q: 3 clusters Score -303817.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -303851.218750 Penalty: 3878.738770
	Iteration 53Q: 3 clusters Score -303851.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -303879.156250 Penalty: 3878.738770
	Iteration 54Q: 3 clusters Score -303879.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -303907.437500 Penalty: 3878.738770
	Iteration 55Q: 3 clusters Score -303907.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -303931.781250 Penalty: 3878.738770
	Iteration 56Q: 3 clusters Score -303931.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -303958.906250 Penalty: 3878.738770
	Iteration 57Q: 3 clusters Score -303958.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -303982.156250 Penalty: 3878.738770
	Iteration 58Q: 3 clusters Score -303982.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -304017.687500 Penalty: 3878.738770
	Iteration 59Q: 3 clusters Score -304017.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -304052.500000 Penalty: 3878.738770
	Iteration 60F: 3 clusters Score -304052.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -304092.843750 Penalty: 3878.738770
	Iteration 61Q: 3 clusters Score -304092.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -304130.312500 Penalty: 3878.738770
	Iteration 62Q: 3 clusters Score -304130.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -304190.812500 Penalty: 3878.738770
	Iteration 63Q: 3 clusters Score -304190.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -304267.281250 Penalty: 3878.738770
	Iteration 64Q: 3 clusters Score -304267.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -304386.718750 Penalty: 3878.738770
	Iteration 65Q: 3 clusters Score -304386.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -304560.156250 Penalty: 3878.738770
	Iteration 66Q: 3 clusters Score -304560.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -304707.937500 Penalty: 3878.738770
	Iteration 67Q: 3 clusters Score -304707.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -304797.031250 Penalty: 3878.738770
	Iteration 68Q: 3 clusters Score -304797 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -304857.468750 Penalty: 3878.738770
	Iteration 69Q: 3 clusters Score -304857.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -304920.781250 Penalty: 3878.738770
	Iteration 70Q: 3 clusters Score -304920.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -305006.468750 Penalty: 3878.738770
	Iteration 71Q: 3 clusters Score -305006.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -305104.343750 Penalty: 3878.738770
	Iteration 72Q: 3 clusters Score -305104.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -305176.437500 Penalty: 3878.738770
	Iteration 73Q: 3 clusters Score -305176.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -305224.250000 Penalty: 3878.738770
	Iteration 74Q: 3 clusters Score -305224.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -305250.968750 Penalty: 3878.738770
	Iteration 75Q: 3 clusters Score -305251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -305255.468750 Penalty: 3878.738770
	Iteration 76Q: 3 clusters Score -305255.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -305258.968750 Penalty: 3878.738770
	Iteration 77Q: 3 clusters Score -305259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -305266.468750 Penalty: 3878.738770
	Iteration 78F: 3 clusters Score -305266.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -305272.937500 Penalty: 3878.738770
	Iteration 79Q: 3 clusters Score -305272.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -305272.937500 Penalty: 3878.738770
	Iteration 80F: 3 clusters Score -305272.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Entering Unmasked Estep 
Score: -445526.718750 Penalty: 2065.156250
	Iteration 0F: 2 clusters Score -445526.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -441655.968750 Penalty: 4130.312500
	Iteration 0F: 3 clusters Score -441656 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -443124.687500 Penalty: 4130.312500
	Iteration 1F: 3 clusters Score -443124.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -444096.187500 Penalty: 4130.312500
	Iteration 2F: 3 clusters Score -444096.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -445105.593750 Penalty: 4130.312500
	Iteration 3F: 3 clusters Score -445105.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -445677.343750 Penalty: 4130.312500
	Iteration 4F: 3 clusters Score -445677.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -446098.656250 Penalty: 4130.312500
	Iteration 5F: 3 clusters Score -446098.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -446480.281250 Penalty: 4130.312500
	Iteration 6Q: 3 clusters Score -446480.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -446802.375000 Penalty: 4130.312500
	Iteration 7Q: 3 clusters Score -446802.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -447038.500000 Penalty: 4130.312500
	Iteration 8Q: 3 clusters Score -447038.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -447124.937500 Penalty: 4130.312500
	Iteration 9Q: 3 clusters Score -447124.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -447156.218750 Penalty: 4130.312500
	Iteration 10Q: 3 clusters Score -447156.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -447169.250000 Penalty: 4130.312500
	Iteration 11Q: 3 clusters Score -447169.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -447174.312500 Penalty: 4130.312500
	Iteration 12Q: 3 clusters Score -447174.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -447175.781250 Penalty: 4130.312500
	Iteration 13Q: 3 clusters Score -447175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -447177.031250 Penalty: 4130.312500
	Iteration 14F: 3 clusters Score -447177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -447178.875000 Penalty: 4130.312500
	Iteration 15Q: 3 clusters Score -447178.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -447178.656250 Penalty: 4130.312500
	Iteration 16Q: 3 clusters Score -447178.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -447178.656250 Penalty: 4130.312500
	Iteration 17F: 3 clusters Score -447178.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 267394 members 
Mstep: Class 2 contains 9245 members 
Mstep: Class 3 contains 5566 members 
Mstep: Class 4 contains 230203 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 12998 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 3468 members 
Mstep: Class 10 contains 213696 members 
Mstep: Class 11 contains 7564 members 
Mstep: Class 12 contains 47393 members 
Mstep: Class 13 contains 216361 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 56757 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 67501 members 
Mstep: Class 19 contains 47207 members 
Mstep: Class 20 contains 45808 members 
Mstep: Class 21 contains 1876 members 
Entering Unmasked Estep 
Score: -147900496.000000 Penalty: 73094.812500
Splitting cluster 6 changes total score from -147892832.000000 to -147900496.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (12998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Entering Unmasked Estep 
Score: -1539155.625000 Penalty: 2349.192383
	Iteration 0F: 2 clusters Score -1539156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1529577.625000 Penalty: 4698.384766
	Iteration 0F: 3 clusters Score -1529578 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1532803.125000 Penalty: 4698.384766
	Iteration 1F: 3 clusters Score -1532803 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1533456.500000 Penalty: 4698.384766
	Iteration 2F: 3 clusters Score -1533456 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1534130.875000 Penalty: 4698.384766
	Iteration 3F: 3 clusters Score -1534131 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1534802.500000 Penalty: 4698.384766
	Iteration 4F: 3 clusters Score -1534802 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1535612.500000 Penalty: 4698.384766
	Iteration 5F: 3 clusters Score -1535612 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1536337.875000 Penalty: 4698.384766
	Iteration 6F: 3 clusters Score -1536338 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1536870.125000 Penalty: 4698.384766
	Iteration 7F: 3 clusters Score -1536870 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1537188.625000 Penalty: 4698.384766
	Iteration 8Q: 3 clusters Score -1537189 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1537412.500000 Penalty: 4698.384766
	Iteration 9Q: 3 clusters Score -1537412 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1537544.000000 Penalty: 4698.384766
	Iteration 10Q: 3 clusters Score -1537544 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1537620.375000 Penalty: 4698.384766
	Iteration 11Q: 3 clusters Score -1537620 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1537670.000000 Penalty: 4698.384766
	Iteration 12Q: 3 clusters Score -1537670 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1537714.750000 Penalty: 4698.384766
	Iteration 13Q: 3 clusters Score -1537715 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1537744.500000 Penalty: 4698.384766
	Iteration 14Q: 3 clusters Score -1537744 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1537768.375000 Penalty: 4698.384766
	Iteration 15Q: 3 clusters Score -1537768 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1537779.375000 Penalty: 4698.384766
	Iteration 16Q: 3 clusters Score -1537779 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1537802.250000 Penalty: 4698.384766
	Iteration 17Q: 3 clusters Score -1537802 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1537814.875000 Penalty: 4698.384766
	Iteration 18Q: 3 clusters Score -1537815 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1537823.125000 Penalty: 4698.384766
	Iteration 19Q: 3 clusters Score -1537823 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1537838.625000 Penalty: 4698.384766
	Iteration 20F: 3 clusters Score -1537839 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1537840.375000 Penalty: 4698.384766
	Iteration 21Q: 3 clusters Score -1537840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1537850.125000 Penalty: 4698.384766
	Iteration 22Q: 3 clusters Score -1537850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1537854.125000 Penalty: 4698.384766
	Iteration 23Q: 3 clusters Score -1537854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1537861.250000 Penalty: 4698.384766
	Iteration 24Q: 3 clusters Score -1537861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1537871.125000 Penalty: 4698.384766
	Iteration 25Q: 3 clusters Score -1537871 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1537877.125000 Penalty: 4698.384766
	Iteration 26Q: 3 clusters Score -1537877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1537881.375000 Penalty: 4698.384766
	Iteration 27Q: 3 clusters Score -1537881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1537889.000000 Penalty: 4698.384766
	Iteration 28Q: 3 clusters Score -1537889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1537896.125000 Penalty: 4698.384766
	Iteration 29Q: 3 clusters Score -1537896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1537901.875000 Penalty: 4698.384766
	Iteration 30Q: 3 clusters Score -1537902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1537908.750000 Penalty: 4698.384766
	Iteration 31Q: 3 clusters Score -1537909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1537906.875000 Penalty: 4698.384766
	Iteration 32Q: 3 clusters Score -1537907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1537907.125000 Penalty: 4698.384766
	Iteration 33Q: 3 clusters Score -1537907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1537912.125000 Penalty: 4698.384766
	Iteration 34Q: 3 clusters Score -1537912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1537916.750000 Penalty: 4698.384766
	Iteration 35Q: 3 clusters Score -1537917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1537916.875000 Penalty: 4698.384766
	Iteration 36Q: 3 clusters Score -1537917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1537919.625000 Penalty: 4698.384766
	Iteration 37Q: 3 clusters Score -1537920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1537916.750000 Penalty: 4698.384766
	Iteration 38Q: 3 clusters Score -1537917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1537916.875000 Penalty: 4698.384766
	Iteration 39Q: 3 clusters Score -1537917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1537916.375000 Penalty: 4698.384766
	Iteration 40F: 3 clusters Score -1537916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1537917.500000 Penalty: 4698.384766
	Iteration 41Q: 3 clusters Score -1537918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1537922.375000 Penalty: 4698.384766
	Iteration 42Q: 3 clusters Score -1537922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1537921.125000 Penalty: 4698.384766
	Iteration 43Q: 3 clusters Score -1537921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1537920.750000 Penalty: 4698.384766
	Iteration 44Q: 3 clusters Score -1537921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1537918.500000 Penalty: 4698.384766
	Iteration 45Q: 3 clusters Score -1537918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1537918.625000 Penalty: 4698.384766
	Iteration 46Q: 3 clusters Score -1537919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1537920.500000 Penalty: 4698.384766
	Iteration 47Q: 3 clusters Score -1537920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1537920.500000 Penalty: 4698.384766
	Iteration 48Q: 3 clusters Score -1537920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1537920.625000 Penalty: 4698.384766
	Iteration 49Q: 3 clusters Score -1537921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1537923.000000 Penalty: 4698.384766
	Iteration 50Q: 3 clusters Score -1537923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1537922.250000 Penalty: 4698.384766
	Iteration 51Q: 3 clusters Score -1537922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1537921.500000 Penalty: 4698.384766
	Iteration 52Q: 3 clusters Score -1537922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1537923.250000 Penalty: 4698.384766
	Iteration 53Q: 3 clusters Score -1537923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1537922.500000 Penalty: 4698.384766
	Iteration 54Q: 3 clusters Score -1537922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1537921.875000 Penalty: 4698.384766
	Iteration 55Q: 3 clusters Score -1537922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1537921.875000 Penalty: 4698.384766
	Iteration 56F: 3 clusters Score -1537922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Entering Unmasked Estep 
Score: -413921.031250 Penalty: 2021.530518
	Iteration 0F: 2 clusters Score -413921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -410319.687500 Penalty: 4043.061035
	Iteration 0F: 3 clusters Score -410319.7 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -411094.531250 Penalty: 4043.061035
	Iteration 1F: 3 clusters Score -411094.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -411329.250000 Penalty: 4043.061035
	Iteration 2F: 3 clusters Score -411329.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -411499.093750 Penalty: 4043.061035
	Iteration 3F: 3 clusters Score -411499.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -411701.906250 Penalty: 4043.061035
	Iteration 4F: 3 clusters Score -411701.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -411976.781250 Penalty: 4043.061035
	Iteration 5F: 3 clusters Score -411976.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -412389.562500 Penalty: 4043.061035
	Iteration 6F: 3 clusters Score -412389.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -412933.718750 Penalty: 4043.061035
	Iteration 7F: 3 clusters Score -412933.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -413793.250000 Penalty: 4043.061035
	Iteration 8F: 3 clusters Score -413793.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -415274.781250 Penalty: 4043.061035
	Iteration 9F: 3 clusters Score -415274.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -416866.718750 Penalty: 4043.061035
	Iteration 10F: 3 clusters Score -416866.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -417781.468750 Penalty: 4043.061035
	Iteration 11Q: 3 clusters Score -417781.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -417835.843750 Penalty: 4043.061035
	Iteration 12Q: 3 clusters Score -417835.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -417838.750000 Penalty: 4043.061035
	Iteration 13Q: 3 clusters Score -417838.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -417838.750000 Penalty: 4043.061035
	Iteration 14F: 3 clusters Score -417838.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 267394 members 
Mstep: Class 2 contains 9245 members 
Mstep: Class 3 contains 5566 members 
Mstep: Class 4 contains 230203 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 12998 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 213696 members 
Mstep: Class 11 contains 7564 members 
Mstep: Class 12 contains 47393 members 
Mstep: Class 13 contains 216361 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 56757 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 67501 members 
Mstep: Class 19 contains 47207 members 
Mstep: Class 20 contains 45808 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 1737 members 
Entering Unmasked Estep 
Score: -147902720.000000 Penalty: 76575.515625
Splitting cluster 9 changes total score from -147892832.000000 to -147902720.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (213696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213696 members 
Entering Unmasked Estep 
Score: -25843462.000000 Penalty: 3043.532715
	Iteration 0F: 2 clusters Score -2.584346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106523 members 
Mstep: Class 2 contains 107173 members 
Entering Unmasked Estep 
Score: -25703806.000000 Penalty: 6087.065430
	Iteration 0F: 3 clusters Score -2.570381e+07 nChanged 103004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99349 members 
Mstep: Class 2 contains 114347 members 
Entering Unmasked Estep 
Score: -25764990.000000 Penalty: 6087.065430
	Iteration 1F: 3 clusters Score -2.576499e+07 nChanged 6809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94944 members 
Mstep: Class 2 contains 118752 members 
Entering Unmasked Estep 
Score: -25766940.000000 Penalty: 6087.065430
	Iteration 2Q: 3 clusters Score -2.576694e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88231 members 
Mstep: Class 2 contains 125465 members 
Entering Unmasked Estep 
Score: -25769834.000000 Penalty: 6087.065430
	Iteration 3Q: 3 clusters Score -2.576983e+07 nChanged 11297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78220 members 
Mstep: Class 2 contains 135476 members 
Entering Unmasked Estep 
Score: -25775886.000000 Penalty: 6087.065430
	Iteration 4F: 3 clusters Score -2.577589e+07 nChanged 14726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 149370 members 
Entering Unmasked Estep 
Score: -25785848.000000 Penalty: 6087.065430
	Iteration 5F: 3 clusters Score -2.578585e+07 nChanged 17683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 166475 members 
Entering Unmasked Estep 
Score: -25800548.000000 Penalty: 6087.065430
	Iteration 6F: 3 clusters Score -2.580055e+07 nChanged 17466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 183613 members 
Entering Unmasked Estep 
Score: -25816752.000000 Penalty: 6087.065430
	Iteration 7F: 3 clusters Score -2.581675e+07 nChanged 13728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 197143 members 
Entering Unmasked Estep 
Score: -25829276.000000 Penalty: 6087.065430
	Iteration 8F: 3 clusters Score -2.582928e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 205164 members 
Entering Unmasked Estep 
Score: -25835722.000000 Penalty: 6087.065430
	Iteration 9Q: 3 clusters Score -2.583572e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 209012 members 
Entering Unmasked Estep 
Score: -25838468.000000 Penalty: 6087.065430
	Iteration 10Q: 3 clusters Score -2.583847e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 210791 members 
Entering Unmasked Estep 
Score: -25839676.000000 Penalty: 6087.065430
	Iteration 11Q: 3 clusters Score -2.583968e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 211623 members 
Entering Unmasked Estep 
Score: -25840298.000000 Penalty: 6087.065430
	Iteration 12Q: 3 clusters Score -2.58403e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 212029 members 
Entering Unmasked Estep 
Score: -25840544.000000 Penalty: 6087.065430
	Iteration 13Q: 3 clusters Score -2.584054e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 212231 members 
Entering Unmasked Estep 
Score: -25840678.000000 Penalty: 6087.065430
	Iteration 14Q: 3 clusters Score -2.584068e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 212357 members 
Entering Unmasked Estep 
Score: -25840822.000000 Penalty: 6087.065430
	Iteration 15Q: 3 clusters Score -2.584082e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 212424 members 
Entering Unmasked Estep 
Score: -25840870.000000 Penalty: 6087.065430
	Iteration 16Q: 3 clusters Score -2.584087e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 212455 members 
Entering Unmasked Estep 
Score: -25840904.000000 Penalty: 6087.065430
	Iteration 17Q: 3 clusters Score -2.58409e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 212473 members 
Entering Unmasked Estep 
Score: -25840952.000000 Penalty: 6087.065430
	Iteration 18Q: 3 clusters Score -2.584095e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 212492 members 
Entering Unmasked Estep 
Score: -25840966.000000 Penalty: 6087.065430
	Iteration 19Q: 3 clusters Score -2.584097e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 212507 members 
Entering Unmasked Estep 
Score: -25841002.000000 Penalty: 6087.065430
	Iteration 20F: 3 clusters Score -2.5841e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 212521 members 
Entering Unmasked Estep 
Score: -25840996.000000 Penalty: 6087.065430
	Iteration 21Q: 3 clusters Score -2.5841e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 212536 members 
Entering Unmasked Estep 
Score: -25841026.000000 Penalty: 6087.065430
	Iteration 22Q: 3 clusters Score -2.584103e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 212544 members 
Entering Unmasked Estep 
Score: -25841042.000000 Penalty: 6087.065430
	Iteration 23Q: 3 clusters Score -2.584104e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 212546 members 
Entering Unmasked Estep 
Score: -25841082.000000 Penalty: 6087.065430
	Iteration 24Q: 3 clusters Score -2.584108e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 212548 members 
Entering Unmasked Estep 
Score: -25841110.000000 Penalty: 6087.065430
	Iteration 25Q: 3 clusters Score -2.584111e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 212547 members 
Entering Unmasked Estep 
Score: -25841098.000000 Penalty: 6087.065430
	Iteration 26Q: 3 clusters Score -2.58411e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 212546 members 
Entering Unmasked Estep 
Score: -25841110.000000 Penalty: 6087.065430
	Iteration 27Q: 3 clusters Score -2.584111e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 212551 members 
Entering Unmasked Estep 
Score: -25841124.000000 Penalty: 6087.065430
	Iteration 28Q: 3 clusters Score -2.584112e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 212562 members 
Entering Unmasked Estep 
Score: -25841122.000000 Penalty: 6087.065430
	Iteration 29Q: 3 clusters Score -2.584112e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 212558 members 
Entering Unmasked Estep 
Score: -25841112.000000 Penalty: 6087.065430
	Iteration 30Q: 3 clusters Score -2.584111e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 212562 members 
Entering Unmasked Estep 
Score: -25841130.000000 Penalty: 6087.065430
	Iteration 31Q: 3 clusters Score -2.584113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 212560 members 
Entering Unmasked Estep 
Score: -25841138.000000 Penalty: 6087.065430
	Iteration 32Q: 3 clusters Score -2.584114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 212559 members 
Entering Unmasked Estep 
Score: -25841124.000000 Penalty: 6087.065430
	Iteration 33Q: 3 clusters Score -2.584112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 212559 members 
Entering Unmasked Estep 
Score: -25841124.000000 Penalty: 6087.065430
	Iteration 34Q: 3 clusters Score -2.584112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 212559 members 
Entering Unmasked Estep 
Score: -25841138.000000 Penalty: 6087.065430
	Iteration 35Q: 3 clusters Score -2.584114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 212558 members 
Entering Unmasked Estep 
Score: -25841132.000000 Penalty: 6087.065430
	Iteration 36Q: 3 clusters Score -2.584113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 212557 members 
Entering Unmasked Estep 
Score: -25841124.000000 Penalty: 6087.065430
	Iteration 37Q: 3 clusters Score -2.584112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 212555 members 
Entering Unmasked Estep 
Score: -25841122.000000 Penalty: 6087.065430
	Iteration 38Q: 3 clusters Score -2.584112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 212554 members 
Entering Unmasked Estep 
Score: -25841128.000000 Penalty: 6087.065430
	Iteration 39Q: 3 clusters Score -2.584113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 212554 members 
Entering Unmasked Estep 
Score: -25841128.000000 Penalty: 6087.065430
	Iteration 40F: 3 clusters Score -2.584113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Entering Unmasked Estep 
Score: -881944.625000 Penalty: 2214.926514
	Iteration 0F: 2 clusters Score -881944.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -875842.437500 Penalty: 4429.853027
	Iteration 0F: 3 clusters Score -875842.4 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -877788.187500 Penalty: 4429.853027
	Iteration 1F: 3 clusters Score -877788.2 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -879055.437500 Penalty: 4429.853027
	Iteration 2F: 3 clusters Score -879055.4 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -880213.375000 Penalty: 4429.853027
	Iteration 3F: 3 clusters Score -880213.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -881057.937500 Penalty: 4429.853027
	Iteration 4F: 3 clusters Score -881057.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -881567.000000 Penalty: 4429.853027
	Iteration 5F: 3 clusters Score -881567 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -881831.562500 Penalty: 4429.853027
	Iteration 6Q: 3 clusters Score -881831.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -881981.062500 Penalty: 4429.853027
	Iteration 7Q: 3 clusters Score -881981.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -882081.875000 Penalty: 4429.853027
	Iteration 8Q: 3 clusters Score -882081.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -882141.750000 Penalty: 4429.853027
	Iteration 9Q: 3 clusters Score -882141.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -882185.812500 Penalty: 4429.853027
	Iteration 10Q: 3 clusters Score -882185.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -882241.312500 Penalty: 4429.853027
	Iteration 11Q: 3 clusters Score -882241.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -882301.500000 Penalty: 4429.853027
	Iteration 12Q: 3 clusters Score -882301.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -882356.625000 Penalty: 4429.853027
	Iteration 13Q: 3 clusters Score -882356.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -882411.250000 Penalty: 4429.853027
	Iteration 14Q: 3 clusters Score -882411.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -882466.625000 Penalty: 4429.853027
	Iteration 15Q: 3 clusters Score -882466.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -882518.000000 Penalty: 4429.853027
	Iteration 16Q: 3 clusters Score -882518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -882562.062500 Penalty: 4429.853027
	Iteration 17Q: 3 clusters Score -882562.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -882593.187500 Penalty: 4429.853027
	Iteration 18Q: 3 clusters Score -882593.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -882617.500000 Penalty: 4429.853027
	Iteration 19Q: 3 clusters Score -882617.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -882647.187500 Penalty: 4429.853027
	Iteration 20F: 3 clusters Score -882647.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -882674.312500 Penalty: 4429.853027
	Iteration 21Q: 3 clusters Score -882674.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -882690.937500 Penalty: 4429.853027
	Iteration 22Q: 3 clusters Score -882690.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -882701.625000 Penalty: 4429.853027
	Iteration 23Q: 3 clusters Score -882701.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -882711.187500 Penalty: 4429.853027
	Iteration 24Q: 3 clusters Score -882711.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -882719.750000 Penalty: 4429.853027
	Iteration 25Q: 3 clusters Score -882719.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -882723.187500 Penalty: 4429.853027
	Iteration 26Q: 3 clusters Score -882723.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -882728.000000 Penalty: 4429.853027
	Iteration 27Q: 3 clusters Score -882728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -882734.687500 Penalty: 4429.853027
	Iteration 28Q: 3 clusters Score -882734.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -882739.625000 Penalty: 4429.853027
	Iteration 29Q: 3 clusters Score -882739.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -882743.125000 Penalty: 4429.853027
	Iteration 30Q: 3 clusters Score -882743.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -882742.000000 Penalty: 4429.853027
	Iteration 31Q: 3 clusters Score -882742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -882744.500000 Penalty: 4429.853027
	Iteration 32Q: 3 clusters Score -882744.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -882743.187500 Penalty: 4429.853027
	Iteration 33Q: 3 clusters Score -882743.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -882746.812500 Penalty: 4429.853027
	Iteration 34Q: 3 clusters Score -882746.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -882746.937500 Penalty: 4429.853027
	Iteration 35Q: 3 clusters Score -882746.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -882750.062500 Penalty: 4429.853027
	Iteration 36Q: 3 clusters Score -882750.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -882750.562500 Penalty: 4429.853027
	Iteration 37Q: 3 clusters Score -882750.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -882750.812500 Penalty: 4429.853027
	Iteration 38Q: 3 clusters Score -882750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -882751.875000 Penalty: 4429.853027
	Iteration 39Q: 3 clusters Score -882751.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -882752.250000 Penalty: 4429.853027
	Iteration 40F: 3 clusters Score -882752.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -882752.812500 Penalty: 4429.853027
	Iteration 41Q: 3 clusters Score -882752.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -882753.437500 Penalty: 4429.853027
	Iteration 42Q: 3 clusters Score -882753.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -882753.437500 Penalty: 4429.853027
	Iteration 43F: 3 clusters Score -882753.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 267394 members 
Mstep: Class 2 contains 9245 members 
Mstep: Class 3 contains 5566 members 
Mstep: Class 4 contains 230203 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 12998 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 213696 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 47393 members 
Mstep: Class 13 contains 216361 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 56757 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 67501 members 
Mstep: Class 19 contains 47207 members 
Mstep: Class 20 contains 45808 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 5376 members 
Entering Unmasked Estep 
Score: -147902192.000000 Penalty: 80056.218750
Splitting cluster 11 changes total score from -147892832.000000 to -147902192.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (47393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Entering Unmasked Estep 
Score: -5341378.500000 Penalty: 2670.024902
	Iteration 0F: 2 clusters Score -5341378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -5309433.000000 Penalty: 5340.049805
	Iteration 0F: 3 clusters Score -5309433 nChanged 21887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -5322477.500000 Penalty: 5340.049805
	Iteration 1F: 3 clusters Score -5322478 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -5323865.500000 Penalty: 5340.049805
	Iteration 2F: 3 clusters Score -5323866 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -5325430.000000 Penalty: 5340.049805
	Iteration 3F: 3 clusters Score -5325430 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -5327219.500000 Penalty: 5340.049805
	Iteration 4F: 3 clusters Score -5327220 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -5329192.500000 Penalty: 5340.049805
	Iteration 5F: 3 clusters Score -5329192 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -5331273.500000 Penalty: 5340.049805
	Iteration 6F: 3 clusters Score -5331274 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -5333312.000000 Penalty: 5340.049805
	Iteration 7F: 3 clusters Score -5333312 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -5334986.500000 Penalty: 5340.049805
	Iteration 8F: 3 clusters Score -5334986 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -5335994.000000 Penalty: 5340.049805
	Iteration 9Q: 3 clusters Score -5335994 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -5336587.500000 Penalty: 5340.049805
	Iteration 10Q: 3 clusters Score -5336588 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -5336915.000000 Penalty: 5340.049805
	Iteration 11Q: 3 clusters Score -5336915 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -5337092.000000 Penalty: 5340.049805
	Iteration 12Q: 3 clusters Score -5337092 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -5337233.500000 Penalty: 5340.049805
	Iteration 13Q: 3 clusters Score -5337234 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -5337329.500000 Penalty: 5340.049805
	Iteration 14Q: 3 clusters Score -5337330 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -5337403.500000 Penalty: 5340.049805
	Iteration 15Q: 3 clusters Score -5337404 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -5337465.000000 Penalty: 5340.049805
	Iteration 16Q: 3 clusters Score -5337465 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -5337516.500000 Penalty: 5340.049805
	Iteration 17Q: 3 clusters Score -5337516 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -5337584.000000 Penalty: 5340.049805
	Iteration 18Q: 3 clusters Score -5337584 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -5337653.000000 Penalty: 5340.049805
	Iteration 19Q: 3 clusters Score -5337653 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -5337703.500000 Penalty: 5340.049805
	Iteration 20F: 3 clusters Score -5337704 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -5337752.500000 Penalty: 5340.049805
	Iteration 21Q: 3 clusters Score -5337752 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -5337806.000000 Penalty: 5340.049805
	Iteration 22Q: 3 clusters Score -5337806 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -5337846.500000 Penalty: 5340.049805
	Iteration 23Q: 3 clusters Score -5337846 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -5337874.000000 Penalty: 5340.049805
	Iteration 24Q: 3 clusters Score -5337874 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -5337938.000000 Penalty: 5340.049805
	Iteration 25Q: 3 clusters Score -5337938 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -5337954.500000 Penalty: 5340.049805
	Iteration 26Q: 3 clusters Score -5337954 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -5337989.500000 Penalty: 5340.049805
	Iteration 27Q: 3 clusters Score -5337990 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -5338001.000000 Penalty: 5340.049805
	Iteration 28Q: 3 clusters Score -5338001 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -5338020.000000 Penalty: 5340.049805
	Iteration 29Q: 3 clusters Score -5338020 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -5338048.000000 Penalty: 5340.049805
	Iteration 30Q: 3 clusters Score -5338048 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -5338057.000000 Penalty: 5340.049805
	Iteration 31Q: 3 clusters Score -5338057 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -5338082.500000 Penalty: 5340.049805
	Iteration 32Q: 3 clusters Score -5338082 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -5338093.000000 Penalty: 5340.049805
	Iteration 33Q: 3 clusters Score -5338093 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -5338118.500000 Penalty: 5340.049805
	Iteration 34Q: 3 clusters Score -5338118 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -5338159.000000 Penalty: 5340.049805
	Iteration 35Q: 3 clusters Score -5338159 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -5338174.500000 Penalty: 5340.049805
	Iteration 36Q: 3 clusters Score -5338174 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -5338203.000000 Penalty: 5340.049805
	Iteration 37Q: 3 clusters Score -5338203 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -5338251.000000 Penalty: 5340.049805
	Iteration 38Q: 3 clusters Score -5338251 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -5338277.000000 Penalty: 5340.049805
	Iteration 39Q: 3 clusters Score -5338277 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -5338299.500000 Penalty: 5340.049805
	Iteration 40F: 3 clusters Score -5338300 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -5338334.000000 Penalty: 5340.049805
	Iteration 41Q: 3 clusters Score -5338334 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -5338366.500000 Penalty: 5340.049805
	Iteration 42Q: 3 clusters Score -5338366 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -5338369.500000 Penalty: 5340.049805
	Iteration 43Q: 3 clusters Score -5338370 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -5338408.000000 Penalty: 5340.049805
	Iteration 44Q: 3 clusters Score -5338408 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -5338432.500000 Penalty: 5340.049805
	Iteration 45Q: 3 clusters Score -5338432 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -5338457.500000 Penalty: 5340.049805
	Iteration 46Q: 3 clusters Score -5338458 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -5338500.500000 Penalty: 5340.049805
	Iteration 47Q: 3 clusters Score -5338500 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -5338542.500000 Penalty: 5340.049805
	Iteration 48Q: 3 clusters Score -5338542 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -5338587.500000 Penalty: 5340.049805
	Iteration 49Q: 3 clusters Score -5338588 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -5338631.500000 Penalty: 5340.049805
	Iteration 50Q: 3 clusters Score -5338632 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -5338665.500000 Penalty: 5340.049805
	Iteration 51Q: 3 clusters Score -5338666 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -5338682.500000 Penalty: 5340.049805
	Iteration 52Q: 3 clusters Score -5338682 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -5338747.500000 Penalty: 5340.049805
	Iteration 53Q: 3 clusters Score -5338748 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -5338826.000000 Penalty: 5340.049805
	Iteration 54Q: 3 clusters Score -5338826 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -5338853.500000 Penalty: 5340.049805
	Iteration 55Q: 3 clusters Score -5338854 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -5338895.000000 Penalty: 5340.049805
	Iteration 56Q: 3 clusters Score -5338895 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -5338953.500000 Penalty: 5340.049805
	Iteration 57Q: 3 clusters Score -5338954 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -5339018.000000 Penalty: 5340.049805
	Iteration 58Q: 3 clusters Score -5339018 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -5339063.500000 Penalty: 5340.049805
	Iteration 59Q: 3 clusters Score -5339064 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -5339099.500000 Penalty: 5340.049805
	Iteration 60F: 3 clusters Score -5339100 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -5339169.000000 Penalty: 5340.049805
	Iteration 61Q: 3 clusters Score -5339169 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -5339216.000000 Penalty: 5340.049805
	Iteration 62Q: 3 clusters Score -5339216 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -5339274.000000 Penalty: 5340.049805
	Iteration 63Q: 3 clusters Score -5339274 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -5339361.000000 Penalty: 5340.049805
	Iteration 64Q: 3 clusters Score -5339361 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -5339400.000000 Penalty: 5340.049805
	Iteration 65Q: 3 clusters Score -5339400 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -5339421.000000 Penalty: 5340.049805
	Iteration 66Q: 3 clusters Score -5339421 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -5339470.000000 Penalty: 5340.049805
	Iteration 67Q: 3 clusters Score -5339470 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -5339510.000000 Penalty: 5340.049805
	Iteration 68Q: 3 clusters Score -5339510 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -5339547.500000 Penalty: 5340.049805
	Iteration 69Q: 3 clusters Score -5339548 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -5339570.500000 Penalty: 5340.049805
	Iteration 70Q: 3 clusters Score -5339570 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -5339623.000000 Penalty: 5340.049805
	Iteration 71Q: 3 clusters Score -5339623 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -5339678.500000 Penalty: 5340.049805
	Iteration 72Q: 3 clusters Score -5339678 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -5339721.000000 Penalty: 5340.049805
	Iteration 73Q: 3 clusters Score -5339721 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -5339796.000000 Penalty: 5340.049805
	Iteration 74Q: 3 clusters Score -5339796 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -5339880.500000 Penalty: 5340.049805
	Iteration 75Q: 3 clusters Score -5339880 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -5339978.500000 Penalty: 5340.049805
	Iteration 76Q: 3 clusters Score -5339978 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -5340071.500000 Penalty: 5340.049805
	Iteration 77Q: 3 clusters Score -5340072 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -5340133.500000 Penalty: 5340.049805
	Iteration 78Q: 3 clusters Score -5340134 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -5340237.000000 Penalty: 5340.049805
	Iteration 79Q: 3 clusters Score -5340237 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -5340313.500000 Penalty: 5340.049805
	Iteration 80F: 3 clusters Score -5340314 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -5340432.500000 Penalty: 5340.049805
	Iteration 81Q: 3 clusters Score -5340432 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -5340536.500000 Penalty: 5340.049805
	Iteration 82Q: 3 clusters Score -5340536 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -5340653.500000 Penalty: 5340.049805
	Iteration 83Q: 3 clusters Score -5340654 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -5340774.500000 Penalty: 5340.049805
	Iteration 84Q: 3 clusters Score -5340774 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -5340904.000000 Penalty: 5340.049805
	Iteration 85Q: 3 clusters Score -5340904 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -5341020.000000 Penalty: 5340.049805
	Iteration 86Q: 3 clusters Score -5341020 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -5341125.000000 Penalty: 5340.049805
	Iteration 87Q: 3 clusters Score -5341125 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -5341250.500000 Penalty: 5340.049805
	Iteration 88Q: 3 clusters Score -5341250 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -5341366.000000 Penalty: 5340.049805
	Iteration 89Q: 3 clusters Score -5341366 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -5341483.000000 Penalty: 5340.049805
	Iteration 90Q: 3 clusters Score -5341483 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -5341629.000000 Penalty: 5340.049805
	Iteration 91Q: 3 clusters Score -5341629 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -5341729.500000 Penalty: 5340.049805
	Iteration 92Q: 3 clusters Score -5341730 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -5341857.000000 Penalty: 5340.049805
	Iteration 93Q: 3 clusters Score -5341857 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -5341969.500000 Penalty: 5340.049805
	Iteration 94Q: 3 clusters Score -5341970 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -5342054.000000 Penalty: 5340.049805
	Iteration 95Q: 3 clusters Score -5342054 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -5342141.000000 Penalty: 5340.049805
	Iteration 96Q: 3 clusters Score -5342141 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -5342243.000000 Penalty: 5340.049805
	Iteration 97Q: 3 clusters Score -5342243 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -5342298.000000 Penalty: 5340.049805
	Iteration 98Q: 3 clusters Score -5342298 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -5342357.000000 Penalty: 5340.049805
	Iteration 99Q: 3 clusters Score -5342357 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -5342429.000000 Penalty: 5340.049805
	Iteration 100F: 3 clusters Score -5342429 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -5342496.000000 Penalty: 5340.049805
	Iteration 101Q: 3 clusters Score -5342496 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -5342611.500000 Penalty: 5340.049805
	Iteration 102Q: 3 clusters Score -5342612 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -5342699.000000 Penalty: 5340.049805
	Iteration 103Q: 3 clusters Score -5342699 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -5342893.000000 Penalty: 5340.049805
	Iteration 104Q: 3 clusters Score -5342893 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -5343113.000000 Penalty: 5340.049805
	Iteration 105Q: 3 clusters Score -5343113 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -5343465.000000 Penalty: 5340.049805
	Iteration 106Q: 3 clusters Score -5343465 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -5343907.500000 Penalty: 5340.049805
	Iteration 107Q: 3 clusters Score -5343908 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -5344157.000000 Penalty: 5340.049805
	Iteration 108Q: 3 clusters Score -5344157 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -5344270.000000 Penalty: 5340.049805
	Iteration 109Q: 3 clusters Score -5344270 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5344319.000000 Penalty: 5340.049805
	Iteration 110Q: 3 clusters Score -5344319 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -5344332.500000 Penalty: 5340.049805
	Iteration 111Q: 3 clusters Score -5344332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -5344342.000000 Penalty: 5340.049805
	Iteration 112Q: 3 clusters Score -5344342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -5344347.500000 Penalty: 5340.049805
	Iteration 113Q: 3 clusters Score -5344348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -5344360.500000 Penalty: 5340.049805
	Iteration 114Q: 3 clusters Score -5344360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5344363.500000 Penalty: 5340.049805
	Iteration 115Q: 3 clusters Score -5344364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -5344365.000000 Penalty: 5340.049805
	Iteration 116Q: 3 clusters Score -5344365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -5344369.000000 Penalty: 5340.049805
	Iteration 117Q: 3 clusters Score -5344369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5344366.500000 Penalty: 5340.049805
	Iteration 118Q: 3 clusters Score -5344366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5344366.000000 Penalty: 5340.049805
	Iteration 119Q: 3 clusters Score -5344366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5344363.000000 Penalty: 5340.049805
	Iteration 120F: 3 clusters Score -5344363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5344368.000000 Penalty: 5340.049805
	Iteration 121Q: 3 clusters Score -5344368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -5344370.500000 Penalty: 5340.049805
	Iteration 122Q: 3 clusters Score -5344370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -5344367.500000 Penalty: 5340.049805
	Iteration 123Q: 3 clusters Score -5344368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -5344367.500000 Penalty: 5340.049805
	Iteration 124F: 3 clusters Score -5344368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 267394 members 
Mstep: Class 2 contains 9245 members 
Mstep: Class 3 contains 5566 members 
Mstep: Class 4 contains 230203 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 12998 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 213696 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 44395 members 
Mstep: Class 13 contains 216361 members 
Mstep: Class 14 contains 2654 members 
Mstep: Class 15 contains 56757 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 67501 members 
Mstep: Class 19 contains 47207 members 
Mstep: Class 20 contains 45808 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 5376 members 
Mstep: Class 24 contains 2998 members 
Entering Unmasked Estep 
Score: -147904272.000000 Penalty: 83536.929688
Splitting cluster 12 changes total score from -147892832.000000 to -147904272.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (216361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216361 members 
Entering Unmasked Estep 
Score: -26266416.000000 Penalty: 3046.606445
	Iteration 0F: 2 clusters Score -2.626642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108410 members 
Mstep: Class 2 contains 107951 members 
Entering Unmasked Estep 
Score: -26126794.000000 Penalty: 6093.212891
	Iteration 0F: 3 clusters Score -2.612679e+07 nChanged 104223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114249 members 
Mstep: Class 2 contains 102112 members 
Entering Unmasked Estep 
Score: -26187810.000000 Penalty: 6093.212891
	Iteration 1F: 3 clusters Score -2.618781e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118319 members 
Mstep: Class 2 contains 98042 members 
Entering Unmasked Estep 
Score: -26190014.000000 Penalty: 6093.212891
	Iteration 2Q: 3 clusters Score -2.619001e+07 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124674 members 
Mstep: Class 2 contains 91687 members 
Entering Unmasked Estep 
Score: -26193028.000000 Penalty: 6093.212891
	Iteration 3Q: 3 clusters Score -2.619303e+07 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134387 members 
Mstep: Class 2 contains 81974 members 
Entering Unmasked Estep 
Score: -26198812.000000 Penalty: 6093.212891
	Iteration 4F: 3 clusters Score -2.619881e+07 nChanged 15026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147895 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -26208028.000000 Penalty: 6093.212891
	Iteration 5F: 3 clusters Score -2.620803e+07 nChanged 17540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164433 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -26221438.000000 Penalty: 6093.212891
	Iteration 6F: 3 clusters Score -2.622144e+07 nChanged 17690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181683 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -26236164.000000 Penalty: 6093.212891
	Iteration 7F: 3 clusters Score -2.623616e+07 nChanged 14743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196310 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -26248756.000000 Penalty: 6093.212891
	Iteration 8F: 3 clusters Score -2.624876e+07 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206463 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -26257000.000000 Penalty: 6093.212891
	Iteration 9Q: 3 clusters Score -2.6257e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212055 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -26261266.000000 Penalty: 6093.212891
	Iteration 10Q: 3 clusters Score -2.626127e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214432 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -26263110.000000 Penalty: 6093.212891
	Iteration 11Q: 3 clusters Score -2.626311e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215227 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -26263744.000000 Penalty: 6093.212891
	Iteration 12Q: 3 clusters Score -2.626374e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215474 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -26264000.000000 Penalty: 6093.212891
	Iteration 13Q: 3 clusters Score -2.6264e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215542 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -26264166.000000 Penalty: 6093.212891
	Iteration 14Q: 3 clusters Score -2.626417e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215555 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -26264242.000000 Penalty: 6093.212891
	Iteration 15Q: 3 clusters Score -2.626424e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215555 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -26264270.000000 Penalty: 6093.212891
	Iteration 16Q: 3 clusters Score -2.626427e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215563 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -26264344.000000 Penalty: 6093.212891
	Iteration 17Q: 3 clusters Score -2.626434e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215561 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -26264370.000000 Penalty: 6093.212891
	Iteration 18Q: 3 clusters Score -2.626437e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215554 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -26264402.000000 Penalty: 6093.212891
	Iteration 19Q: 3 clusters Score -2.62644e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215547 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -26264430.000000 Penalty: 6093.212891
	Iteration 20F: 3 clusters Score -2.626443e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215541 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -26264462.000000 Penalty: 6093.212891
	Iteration 21Q: 3 clusters Score -2.626446e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215529 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -26264476.000000 Penalty: 6093.212891
	Iteration 22Q: 3 clusters Score -2.626448e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215518 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -26264470.000000 Penalty: 6093.212891
	Iteration 23Q: 3 clusters Score -2.626447e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215510 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -26264520.000000 Penalty: 6093.212891
	Iteration 24Q: 3 clusters Score -2.626452e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215505 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -26264546.000000 Penalty: 6093.212891
	Iteration 25Q: 3 clusters Score -2.626455e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215501 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -26264578.000000 Penalty: 6093.212891
	Iteration 26Q: 3 clusters Score -2.626458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215498 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -26264584.000000 Penalty: 6093.212891
	Iteration 27Q: 3 clusters Score -2.626458e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215495 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -26264606.000000 Penalty: 6093.212891
	Iteration 28Q: 3 clusters Score -2.626461e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215491 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -26264626.000000 Penalty: 6093.212891
	Iteration 29Q: 3 clusters Score -2.626463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215492 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -26264632.000000 Penalty: 6093.212891
	Iteration 30Q: 3 clusters Score -2.626463e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215493 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -26264652.000000 Penalty: 6093.212891
	Iteration 31Q: 3 clusters Score -2.626465e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215492 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -26264676.000000 Penalty: 6093.212891
	Iteration 32Q: 3 clusters Score -2.626468e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215487 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -26264692.000000 Penalty: 6093.212891
	Iteration 33Q: 3 clusters Score -2.626469e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215479 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -26264738.000000 Penalty: 6093.212891
	Iteration 34Q: 3 clusters Score -2.626474e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215466 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -26264750.000000 Penalty: 6093.212891
	Iteration 35Q: 3 clusters Score -2.626475e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215457 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -26264802.000000 Penalty: 6093.212891
	Iteration 36Q: 3 clusters Score -2.62648e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215443 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -26264818.000000 Penalty: 6093.212891
	Iteration 37Q: 3 clusters Score -2.626482e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215427 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -26264850.000000 Penalty: 6093.212891
	Iteration 38Q: 3 clusters Score -2.626485e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215418 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -26264848.000000 Penalty: 6093.212891
	Iteration 39Q: 3 clusters Score -2.626485e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215413 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -26264868.000000 Penalty: 6093.212891
	Iteration 40F: 3 clusters Score -2.626487e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215411 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -26264896.000000 Penalty: 6093.212891
	Iteration 41Q: 3 clusters Score -2.62649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215405 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -26264880.000000 Penalty: 6093.212891
	Iteration 42Q: 3 clusters Score -2.626488e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215401 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -26264888.000000 Penalty: 6093.212891
	Iteration 43Q: 3 clusters Score -2.626489e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215399 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -26264894.000000 Penalty: 6093.212891
	Iteration 44Q: 3 clusters Score -2.626489e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215393 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -26264896.000000 Penalty: 6093.212891
	Iteration 45Q: 3 clusters Score -2.62649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215388 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -26264904.000000 Penalty: 6093.212891
	Iteration 46Q: 3 clusters Score -2.62649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215379 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -26264930.000000 Penalty: 6093.212891
	Iteration 47Q: 3 clusters Score -2.626493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215376 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -26264934.000000 Penalty: 6093.212891
	Iteration 48Q: 3 clusters Score -2.626493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215371 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -26264924.000000 Penalty: 6093.212891
	Iteration 49Q: 3 clusters Score -2.626492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215367 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -26264932.000000 Penalty: 6093.212891
	Iteration 50Q: 3 clusters Score -2.626493e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215362 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -26264940.000000 Penalty: 6093.212891
	Iteration 51Q: 3 clusters Score -2.626494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215361 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -26264940.000000 Penalty: 6093.212891
	Iteration 52Q: 3 clusters Score -2.626494e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215361 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -26264940.000000 Penalty: 6093.212891
	Iteration 53F: 3 clusters Score -2.626494e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Entering Unmasked Estep 
Score: -239716.718750 Penalty: 1955.188232
	Iteration 0F: 2 clusters Score -239716.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -237370.437500 Penalty: 3910.376465
	Iteration 0F: 3 clusters Score -237370.4 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -243126.437500 Penalty: 3910.376465
	Iteration 1F: 3 clusters Score -243126.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -246546.171875 Penalty: 3910.376465
	Iteration 2F: 3 clusters Score -246546.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -247922.656250 Penalty: 3910.376465
	Iteration 3F: 3 clusters Score -247922.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -249953.640625 Penalty: 3910.376465
	Iteration 4Q: 3 clusters Score -249953.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -250103.687500 Penalty: 3910.376465
	Iteration 5Q: 3 clusters Score -250103.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -250180.265625 Penalty: 3910.376465
	Iteration 6Q: 3 clusters Score -250180.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -250237.750000 Penalty: 3910.376465
	Iteration 7Q: 3 clusters Score -250237.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -250298.937500 Penalty: 3910.376465
	Iteration 8Q: 3 clusters Score -250298.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -250448.781250 Penalty: 3910.376465
	Iteration 9Q: 3 clusters Score -250448.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -250625.328125 Penalty: 3910.376465
	Iteration 10Q: 3 clusters Score -250625.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -250723.343750 Penalty: 3910.376465
	Iteration 11Q: 3 clusters Score -250723.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -250820.437500 Penalty: 3910.376465
	Iteration 12Q: 3 clusters Score -250820.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -250925.156250 Penalty: 3910.376465
	Iteration 13Q: 3 clusters Score -250925.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -251021.062500 Penalty: 3910.376465
	Iteration 14Q: 3 clusters Score -251021.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -251144.218750 Penalty: 3910.376465
	Iteration 15Q: 3 clusters Score -251144.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -251266.765625 Penalty: 3910.376465
	Iteration 16Q: 3 clusters Score -251266.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -251419.703125 Penalty: 3910.376465
	Iteration 17Q: 3 clusters Score -251419.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -251625.125000 Penalty: 3910.376465
	Iteration 18Q: 3 clusters Score -251625.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -251893.265625 Penalty: 3910.376465
	Iteration 19Q: 3 clusters Score -251893.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -252350.140625 Penalty: 3910.376465
	Iteration 20F: 3 clusters Score -252350.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -252884.421875 Penalty: 3910.376465
	Iteration 21Q: 3 clusters Score -252884.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -253155.281250 Penalty: 3910.376465
	Iteration 22Q: 3 clusters Score -253155.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -253159.796875 Penalty: 3910.376465
	Iteration 23Q: 3 clusters Score -253159.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -253161.046875 Penalty: 3910.376465
	Iteration 24Q: 3 clusters Score -253161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -253161.890625 Penalty: 3910.376465
	Iteration 25Q: 3 clusters Score -253161.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -253161.890625 Penalty: 3910.376465
	Iteration 26F: 3 clusters Score -253161.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 267394 members 
Mstep: Class 2 contains 9245 members 
Mstep: Class 3 contains 5566 members 
Mstep: Class 4 contains 230203 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 12998 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 213696 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 44395 members 
Mstep: Class 13 contains 216361 members 
Mstep: Class 14 contains 1361 members 
Mstep: Class 15 contains 56757 members 
Mstep: Class 16 contains 1481 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 67501 members 
Mstep: Class 19 contains 47207 members 
Mstep: Class 20 contains 45808 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 5376 members 
Mstep: Class 24 contains 2998 members 
Mstep: Class 25 contains 1293 members 
Entering Unmasked Estep 
Score: -147916672.000000 Penalty: 87017.632812
Splitting cluster 14 changes total score from -147892832.000000 to -147916672.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (56757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Entering Unmasked Estep 
Score: -6771867.500000 Penalty: 2714.740479
	Iteration 0F: 2 clusters Score -6771868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -6733783.000000 Penalty: 5429.480957
	Iteration 0F: 3 clusters Score -6733783 nChanged 26409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -6748803.000000 Penalty: 5429.480957
	Iteration 1F: 3 clusters Score -6748803 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -6749857.500000 Penalty: 5429.480957
	Iteration 2Q: 3 clusters Score -6749858 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -6751170.000000 Penalty: 5429.480957
	Iteration 3Q: 3 clusters Score -6751170 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -6753116.500000 Penalty: 5429.480957
	Iteration 4F: 3 clusters Score -6753116 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -6755305.500000 Penalty: 5429.480957
	Iteration 5F: 3 clusters Score -6755306 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -6757772.000000 Penalty: 5429.480957
	Iteration 6F: 3 clusters Score -6757772 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -6760292.500000 Penalty: 5429.480957
	Iteration 7F: 3 clusters Score -6760292 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -6762755.000000 Penalty: 5429.480957
	Iteration 8F: 3 clusters Score -6762755 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -6764734.000000 Penalty: 5429.480957
	Iteration 9F: 3 clusters Score -6764734 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -6766230.000000 Penalty: 5429.480957
	Iteration 10Q: 3 clusters Score -6766230 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -6767427.000000 Penalty: 5429.480957
	Iteration 11Q: 3 clusters Score -6767427 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -6768170.500000 Penalty: 5429.480957
	Iteration 12Q: 3 clusters Score -6768170 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54799 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -6768628.000000 Penalty: 5429.480957
	Iteration 13Q: 3 clusters Score -6768628 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6768897.000000 Penalty: 5429.480957
	Iteration 14Q: 3 clusters Score -6768897 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6769066.000000 Penalty: 5429.480957
	Iteration 15Q: 3 clusters Score -6769066 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6769182.000000 Penalty: 5429.480957
	Iteration 16Q: 3 clusters Score -6769182 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6769286.500000 Penalty: 5429.480957
	Iteration 17Q: 3 clusters Score -6769286 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6769326.500000 Penalty: 5429.480957
	Iteration 18Q: 3 clusters Score -6769326 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6769384.500000 Penalty: 5429.480957
	Iteration 19Q: 3 clusters Score -6769384 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56060 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -6769415.500000 Penalty: 5429.480957
	Iteration 20F: 3 clusters Score -6769416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6769453.000000 Penalty: 5429.480957
	Iteration 21Q: 3 clusters Score -6769453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56120 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6769462.000000 Penalty: 5429.480957
	Iteration 22Q: 3 clusters Score -6769462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6769479.500000 Penalty: 5429.480957
	Iteration 23Q: 3 clusters Score -6769480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6769489.500000 Penalty: 5429.480957
	Iteration 24Q: 3 clusters Score -6769490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -6769493.500000 Penalty: 5429.480957
	Iteration 25Q: 3 clusters Score -6769494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6769494.500000 Penalty: 5429.480957
	Iteration 26Q: 3 clusters Score -6769494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6769513.500000 Penalty: 5429.480957
	Iteration 27Q: 3 clusters Score -6769514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6769516.500000 Penalty: 5429.480957
	Iteration 28Q: 3 clusters Score -6769516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56191 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6769515.500000 Penalty: 5429.480957
	Iteration 29Q: 3 clusters Score -6769516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6769524.500000 Penalty: 5429.480957
	Iteration 30Q: 3 clusters Score -6769524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6769529.500000 Penalty: 5429.480957
	Iteration 31Q: 3 clusters Score -6769530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6769536.500000 Penalty: 5429.480957
	Iteration 32Q: 3 clusters Score -6769536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56204 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6769532.500000 Penalty: 5429.480957
	Iteration 33Q: 3 clusters Score -6769532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6769533.500000 Penalty: 5429.480957
	Iteration 34Q: 3 clusters Score -6769534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6769533.500000 Penalty: 5429.480957
	Iteration 35F: 3 clusters Score -6769534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -174700.968750 Penalty: 1810.517212
	Iteration 0F: 2 clusters Score -174701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -172459.187500 Penalty: 3621.034424
	Iteration 0F: 3 clusters Score -172459.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -172907.687500 Penalty: 3621.034424
	Iteration 1F: 3 clusters Score -172907.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -173148.718750 Penalty: 3621.034424
	Iteration 2F: 3 clusters Score -173148.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -173446.234375 Penalty: 3621.034424
	Iteration 3F: 3 clusters Score -173446.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -173779.812500 Penalty: 3621.034424
	Iteration 4F: 3 clusters Score -173779.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -174022.937500 Penalty: 3621.034424
	Iteration 5Q: 3 clusters Score -174022.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -174251.734375 Penalty: 3621.034424
	Iteration 6Q: 3 clusters Score -174251.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -174374.546875 Penalty: 3621.034424
	Iteration 7F: 3 clusters Score -174374.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -174464.890625 Penalty: 3621.034424
	Iteration 8Q: 3 clusters Score -174464.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -174545.015625 Penalty: 3621.034424
	Iteration 9Q: 3 clusters Score -174545 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -174604.828125 Penalty: 3621.034424
	Iteration 10Q: 3 clusters Score -174604.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -174647.062500 Penalty: 3621.034424
	Iteration 11Q: 3 clusters Score -174647.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -174676.828125 Penalty: 3621.034424
	Iteration 12Q: 3 clusters Score -174676.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -174711.703125 Penalty: 3621.034424
	Iteration 13Q: 3 clusters Score -174711.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -174758.312500 Penalty: 3621.034424
	Iteration 14Q: 3 clusters Score -174758.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -174794.156250 Penalty: 3621.034424
	Iteration 15Q: 3 clusters Score -174794.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -174821.625000 Penalty: 3621.034424
	Iteration 16Q: 3 clusters Score -174821.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -174863.890625 Penalty: 3621.034424
	Iteration 17Q: 3 clusters Score -174863.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -174910.125000 Penalty: 3621.034424
	Iteration 18Q: 3 clusters Score -174910.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -174973.750000 Penalty: 3621.034424
	Iteration 19Q: 3 clusters Score -174973.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -175024.281250 Penalty: 3621.034424
	Iteration 20F: 3 clusters Score -175024.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -175147.078125 Penalty: 3621.034424
	Iteration 21Q: 3 clusters Score -175147.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -175288.156250 Penalty: 3621.034424
	Iteration 22Q: 3 clusters Score -175288.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -175332.750000 Penalty: 3621.034424
	Iteration 23Q: 3 clusters Score -175332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -175348.234375 Penalty: 3621.034424
	Iteration 24Q: 3 clusters Score -175348.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -175348.234375 Penalty: 3621.034424
	Iteration 25F: 3 clusters Score -175348.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 267394 members 
Mstep: Class 2 contains 9245 members 
Mstep: Class 3 contains 5566 members 
Mstep: Class 4 contains 230203 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 12998 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 213696 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 44395 members 
Mstep: Class 13 contains 216361 members 
Mstep: Class 14 contains 1361 members 
Mstep: Class 15 contains 56757 members 
Mstep: Class 16 contains 264 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 67501 members 
Mstep: Class 19 contains 47207 members 
Mstep: Class 20 contains 45808 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 5376 members 
Mstep: Class 24 contains 2998 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 1217 members 
Entering Unmasked Estep 
Score: -147915472.000000 Penalty: 90498.335938
Splitting cluster 16 changes total score from -147892832.000000 to -147915472.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (67501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67501 members 
Entering Unmasked Estep 
Score: -8250825.000000 Penalty: 2757.734619
	Iteration 0F: 2 clusters Score -8250825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -8205227.500000 Penalty: 5515.469238
	Iteration 0F: 3 clusters Score -8205228 nChanged 31652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -8223532.000000 Penalty: 5515.469238
	Iteration 1F: 3 clusters Score -8223532 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -8224821.000000 Penalty: 5515.469238
	Iteration 2Q: 3 clusters Score -8224821 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -8226638.000000 Penalty: 5515.469238
	Iteration 3Q: 3 clusters Score -8226638 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -8229211.500000 Penalty: 5515.469238
	Iteration 4F: 3 clusters Score -8229212 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -8232410.000000 Penalty: 5515.469238
	Iteration 5F: 3 clusters Score -8232410 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -8236344.500000 Penalty: 5515.469238
	Iteration 6F: 3 clusters Score -8236344 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -8240576.500000 Penalty: 5515.469238
	Iteration 7F: 3 clusters Score -8240576 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -8243937.500000 Penalty: 5515.469238
	Iteration 8F: 3 clusters Score -8243938 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -8246108.000000 Penalty: 5515.469238
	Iteration 9Q: 3 clusters Score -8246108 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -8247497.000000 Penalty: 5515.469238
	Iteration 10Q: 3 clusters Score -8247497 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -8248383.000000 Penalty: 5515.469238
	Iteration 11Q: 3 clusters Score -8248383 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -8249001.000000 Penalty: 5515.469238
	Iteration 12Q: 3 clusters Score -8249001 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -8249353.000000 Penalty: 5515.469238
	Iteration 13Q: 3 clusters Score -8249353 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -8249593.000000 Penalty: 5515.469238
	Iteration 14Q: 3 clusters Score -8249593 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -8249794.500000 Penalty: 5515.469238
	Iteration 15Q: 3 clusters Score -8249794 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -8250024.500000 Penalty: 5515.469238
	Iteration 16Q: 3 clusters Score -8250024 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -8250190.500000 Penalty: 5515.469238
	Iteration 17Q: 3 clusters Score -8250190 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53062 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -8250358.000000 Penalty: 5515.469238
	Iteration 18Q: 3 clusters Score -8250358 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -8250474.500000 Penalty: 5515.469238
	Iteration 19Q: 3 clusters Score -8250474 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -8250586.500000 Penalty: 5515.469238
	Iteration 20F: 3 clusters Score -8250586 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -8250699.000000 Penalty: 5515.469238
	Iteration 21Q: 3 clusters Score -8250699 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -8250810.500000 Penalty: 5515.469238
	Iteration 22Q: 3 clusters Score -8250810 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -8250919.000000 Penalty: 5515.469238
	Iteration 23Q: 3 clusters Score -8250919 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -8250969.000000 Penalty: 5515.469238
	Iteration 24Q: 3 clusters Score -8250969 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -8251067.500000 Penalty: 5515.469238
	Iteration 25Q: 3 clusters Score -8251068 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -8251085.500000 Penalty: 5515.469238
	Iteration 26Q: 3 clusters Score -8251086 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -8251125.500000 Penalty: 5515.469238
	Iteration 27Q: 3 clusters Score -8251126 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57069 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -8251217.000000 Penalty: 5515.469238
	Iteration 28Q: 3 clusters Score -8251217 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -8251268.500000 Penalty: 5515.469238
	Iteration 29Q: 3 clusters Score -8251268 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57557 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -8251318.500000 Penalty: 5515.469238
	Iteration 30Q: 3 clusters Score -8251318 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -8251346.000000 Penalty: 5515.469238
	Iteration 31Q: 3 clusters Score -8251346 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -8251384.000000 Penalty: 5515.469238
	Iteration 32Q: 3 clusters Score -8251384 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -8251419.500000 Penalty: 5515.469238
	Iteration 33Q: 3 clusters Score -8251420 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58313 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -8251457.000000 Penalty: 5515.469238
	Iteration 34Q: 3 clusters Score -8251457 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -8251460.500000 Penalty: 5515.469238
	Iteration 35Q: 3 clusters Score -8251460 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -8251453.000000 Penalty: 5515.469238
	Iteration 36Q: 3 clusters Score -8251453 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -8251483.500000 Penalty: 5515.469238
	Iteration 37Q: 3 clusters Score -8251484 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -8251486.500000 Penalty: 5515.469238
	Iteration 38Q: 3 clusters Score -8251486 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -8251499.000000 Penalty: 5515.469238
	Iteration 39Q: 3 clusters Score -8251499 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -8251499.000000 Penalty: 5515.469238
	Iteration 40F: 3 clusters Score -8251499 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -8251541.500000 Penalty: 5515.469238
	Iteration 41Q: 3 clusters Score -8251542 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -8251529.000000 Penalty: 5515.469238
	Iteration 42Q: 3 clusters Score -8251529 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59304 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -8251528.000000 Penalty: 5515.469238
	Iteration 43Q: 3 clusters Score -8251528 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -8251541.500000 Penalty: 5515.469238
	Iteration 44Q: 3 clusters Score -8251542 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -8251549.000000 Penalty: 5515.469238
	Iteration 45Q: 3 clusters Score -8251549 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59522 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -8251550.500000 Penalty: 5515.469238
	Iteration 46Q: 3 clusters Score -8251550 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -8251551.000000 Penalty: 5515.469238
	Iteration 47Q: 3 clusters Score -8251551 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -8251541.500000 Penalty: 5515.469238
	Iteration 48Q: 3 clusters Score -8251542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -8251545.500000 Penalty: 5515.469238
	Iteration 49Q: 3 clusters Score -8251546 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59721 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -8251549.000000 Penalty: 5515.469238
	Iteration 50Q: 3 clusters Score -8251549 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -8251539.500000 Penalty: 5515.469238
	Iteration 51Q: 3 clusters Score -8251540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -8251536.000000 Penalty: 5515.469238
	Iteration 52Q: 3 clusters Score -8251536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59821 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -8251544.500000 Penalty: 5515.469238
	Iteration 53Q: 3 clusters Score -8251544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -8251537.500000 Penalty: 5515.469238
	Iteration 54Q: 3 clusters Score -8251538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -8251527.000000 Penalty: 5515.469238
	Iteration 55Q: 3 clusters Score -8251527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59908 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -8251534.500000 Penalty: 5515.469238
	Iteration 56Q: 3 clusters Score -8251534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -8251544.000000 Penalty: 5515.469238
	Iteration 57Q: 3 clusters Score -8251544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59965 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -8251541.500000 Penalty: 5515.469238
	Iteration 58Q: 3 clusters Score -8251542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60001 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -8251554.500000 Penalty: 5515.469238
	Iteration 59Q: 3 clusters Score -8251554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60033 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -8251558.500000 Penalty: 5515.469238
	Iteration 60F: 3 clusters Score -8251558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60064 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -8251558.500000 Penalty: 5515.469238
	Iteration 61Q: 3 clusters Score -8251558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -8251563.500000 Penalty: 5515.469238
	Iteration 62Q: 3 clusters Score -8251564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -8251558.500000 Penalty: 5515.469238
	Iteration 63Q: 3 clusters Score -8251558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -8251572.000000 Penalty: 5515.469238
	Iteration 64Q: 3 clusters Score -8251572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -8251565.500000 Penalty: 5515.469238
	Iteration 65Q: 3 clusters Score -8251566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60165 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -8251569.500000 Penalty: 5515.469238
	Iteration 66Q: 3 clusters Score -8251570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -8251576.500000 Penalty: 5515.469238
	Iteration 67Q: 3 clusters Score -8251576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60205 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -8251559.000000 Penalty: 5515.469238
	Iteration 68Q: 3 clusters Score -8251559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -8251569.000000 Penalty: 5515.469238
	Iteration 69Q: 3 clusters Score -8251569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -8251570.500000 Penalty: 5515.469238
	Iteration 70Q: 3 clusters Score -8251570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -8251571.500000 Penalty: 5515.469238
	Iteration 71Q: 3 clusters Score -8251572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60286 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -8251565.000000 Penalty: 5515.469238
	Iteration 72Q: 3 clusters Score -8251565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -8251573.500000 Penalty: 5515.469238
	Iteration 73Q: 3 clusters Score -8251574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60330 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -8251572.000000 Penalty: 5515.469238
	Iteration 74Q: 3 clusters Score -8251572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60351 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -8251570.500000 Penalty: 5515.469238
	Iteration 75Q: 3 clusters Score -8251570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60369 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -8251568.000000 Penalty: 5515.469238
	Iteration 76Q: 3 clusters Score -8251568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -8251580.000000 Penalty: 5515.469238
	Iteration 77Q: 3 clusters Score -8251580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -8251572.000000 Penalty: 5515.469238
	Iteration 78Q: 3 clusters Score -8251572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -8251568.000000 Penalty: 5515.469238
	Iteration 79Q: 3 clusters Score -8251568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60462 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -8251567.500000 Penalty: 5515.469238
	Iteration 80F: 3 clusters Score -8251568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -8251573.500000 Penalty: 5515.469238
	Iteration 81Q: 3 clusters Score -8251574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60494 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -8251586.500000 Penalty: 5515.469238
	Iteration 82Q: 3 clusters Score -8251586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -8251572.500000 Penalty: 5515.469238
	Iteration 83Q: 3 clusters Score -8251572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60512 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -8251571.500000 Penalty: 5515.469238
	Iteration 84Q: 3 clusters Score -8251572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -8251573.000000 Penalty: 5515.469238
	Iteration 85Q: 3 clusters Score -8251573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -8251566.500000 Penalty: 5515.469238
	Iteration 86Q: 3 clusters Score -8251566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60534 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -8251568.000000 Penalty: 5515.469238
	Iteration 87Q: 3 clusters Score -8251568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60537 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -8251578.000000 Penalty: 5515.469238
	Iteration 88Q: 3 clusters Score -8251578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -8251578.500000 Penalty: 5515.469238
	Iteration 89Q: 3 clusters Score -8251578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -8251576.500000 Penalty: 5515.469238
	Iteration 90Q: 3 clusters Score -8251576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60550 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -8251574.500000 Penalty: 5515.469238
	Iteration 91Q: 3 clusters Score -8251574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60552 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -8251569.500000 Penalty: 5515.469238
	Iteration 92Q: 3 clusters Score -8251570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -8251572.500000 Penalty: 5515.469238
	Iteration 93Q: 3 clusters Score -8251572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60560 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -8251575.500000 Penalty: 5515.469238
	Iteration 94Q: 3 clusters Score -8251576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60565 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -8251580.000000 Penalty: 5515.469238
	Iteration 95Q: 3 clusters Score -8251580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60572 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -8251584.000000 Penalty: 5515.469238
	Iteration 96Q: 3 clusters Score -8251584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60577 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -8251583.500000 Penalty: 5515.469238
	Iteration 97Q: 3 clusters Score -8251584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -8251587.500000 Penalty: 5515.469238
	Iteration 98Q: 3 clusters Score -8251588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60593 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -8251577.500000 Penalty: 5515.469238
	Iteration 99Q: 3 clusters Score -8251578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60601 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -8251582.000000 Penalty: 5515.469238
	Iteration 100F: 3 clusters Score -8251582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -8251571.000000 Penalty: 5515.469238
	Iteration 101Q: 3 clusters Score -8251571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -8251570.000000 Penalty: 5515.469238
	Iteration 102Q: 3 clusters Score -8251570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -8251570.000000 Penalty: 5515.469238
	Iteration 103F: 3 clusters Score -8251570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 267394 members 
Mstep: Class 2 contains 9245 members 
Mstep: Class 3 contains 5566 members 
Mstep: Class 4 contains 230203 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 12998 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 213696 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 44395 members 
Mstep: Class 13 contains 216361 members 
Mstep: Class 14 contains 1361 members 
Mstep: Class 15 contains 56757 members 
Mstep: Class 16 contains 264 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 60612 members 
Mstep: Class 19 contains 47207 members 
Mstep: Class 20 contains 45808 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 5376 members 
Mstep: Class 24 contains 2998 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 1217 members 
Mstep: Class 27 contains 6889 members 
Entering Unmasked Estep 
Score: -147916080.000000 Penalty: 93979.039062
Splitting cluster 18 changes total score from -147892832.000000 to -147916080.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (47207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Entering Unmasked Estep 
Score: -5575717.500000 Penalty: 2669.049805
	Iteration 0F: 2 clusters Score -5575718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -5543912.000000 Penalty: 5338.099609
	Iteration 0F: 3 clusters Score -5543912 nChanged 21772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -5556806.500000 Penalty: 5338.099609
	Iteration 1F: 3 clusters Score -5556806 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -5559814.500000 Penalty: 5338.099609
	Iteration 2F: 3 clusters Score -5559814 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -5566695.500000 Penalty: 5338.099609
	Iteration 3F: 3 clusters Score -5566696 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -5575564.500000 Penalty: 5338.099609
	Iteration 4F: 3 clusters Score -5575564 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -5579870.500000 Penalty: 5338.099609
	Iteration 5F: 3 clusters Score -5579870 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -5581927.500000 Penalty: 5338.099609
	Iteration 6F: 3 clusters Score -5581928 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -5583359.500000 Penalty: 5338.099609
	Iteration 7Q: 3 clusters Score -5583360 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -5584493.000000 Penalty: 5338.099609
	Iteration 8Q: 3 clusters Score -5584493 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -5585343.500000 Penalty: 5338.099609
	Iteration 9Q: 3 clusters Score -5585344 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -5585975.500000 Penalty: 5338.099609
	Iteration 10Q: 3 clusters Score -5585976 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -5586455.000000 Penalty: 5338.099609
	Iteration 11Q: 3 clusters Score -5586455 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -5586929.000000 Penalty: 5338.099609
	Iteration 12Q: 3 clusters Score -5586929 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -5587728.000000 Penalty: 5338.099609
	Iteration 13Q: 3 clusters Score -5587728 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -5588577.500000 Penalty: 5338.099609
	Iteration 14Q: 3 clusters Score -5588578 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -5589013.500000 Penalty: 5338.099609
	Iteration 15Q: 3 clusters Score -5589014 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -5589185.500000 Penalty: 5338.099609
	Iteration 16Q: 3 clusters Score -5589186 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -5589249.000000 Penalty: 5338.099609
	Iteration 17Q: 3 clusters Score -5589249 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -5589282.500000 Penalty: 5338.099609
	Iteration 18Q: 3 clusters Score -5589282 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -5589286.000000 Penalty: 5338.099609
	Iteration 19Q: 3 clusters Score -5589286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -5589295.500000 Penalty: 5338.099609
	Iteration 20F: 3 clusters Score -5589296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -5589302.500000 Penalty: 5338.099609
	Iteration 21Q: 3 clusters Score -5589302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -5589290.500000 Penalty: 5338.099609
	Iteration 22Q: 3 clusters Score -5589290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -5589298.000000 Penalty: 5338.099609
	Iteration 23Q: 3 clusters Score -5589298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -5589301.500000 Penalty: 5338.099609
	Iteration 24Q: 3 clusters Score -5589302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -5589298.500000 Penalty: 5338.099609
	Iteration 25Q: 3 clusters Score -5589298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -5589298.500000 Penalty: 5338.099609
	Iteration 26F: 3 clusters Score -5589298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 267394 members 
Mstep: Class 2 contains 9245 members 
Mstep: Class 3 contains 5566 members 
Mstep: Class 4 contains 230203 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 12998 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 213696 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 44395 members 
Mstep: Class 13 contains 216361 members 
Mstep: Class 14 contains 1361 members 
Mstep: Class 15 contains 56757 members 
Mstep: Class 16 contains 264 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 60612 members 
Mstep: Class 19 contains 38904 members 
Mstep: Class 20 contains 45808 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 5376 members 
Mstep: Class 24 contains 2998 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 1217 members 
Mstep: Class 27 contains 6889 members 
Mstep: Class 28 contains 8303 members 
Entering Unmasked Estep 
Score: -147929600.000000 Penalty: 97459.750000
Splitting cluster 19 changes total score from -147892832.000000 to -147929600.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (45808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Entering Unmasked Estep 
Score: -5399452.500000 Penalty: 2661.589111
	Iteration 0F: 2 clusters Score -5399452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -5368326.500000 Penalty: 5323.178223
	Iteration 0F: 3 clusters Score -5368326 nChanged 21228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -5381150.000000 Penalty: 5323.178223
	Iteration 1F: 3 clusters Score -5381150 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -5390002.000000 Penalty: 5323.178223
	Iteration 2F: 3 clusters Score -5390002 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -5397738.500000 Penalty: 5323.178223
	Iteration 3F: 3 clusters Score -5397738 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -5405983.000000 Penalty: 5323.178223
	Iteration 4F: 3 clusters Score -5405983 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -5413185.500000 Penalty: 5323.178223
	Iteration 5F: 3 clusters Score -5413186 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -5417737.000000 Penalty: 5323.178223
	Iteration 6F: 3 clusters Score -5417737 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -5420494.500000 Penalty: 5323.178223
	Iteration 7Q: 3 clusters Score -5420494 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -5422365.500000 Penalty: 5323.178223
	Iteration 8Q: 3 clusters Score -5422366 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -5423474.500000 Penalty: 5323.178223
	Iteration 9Q: 3 clusters Score -5423474 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -5424177.500000 Penalty: 5323.178223
	Iteration 10Q: 3 clusters Score -5424178 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -5424426.000000 Penalty: 5323.178223
	Iteration 11Q: 3 clusters Score -5424426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -5424500.000000 Penalty: 5323.178223
	Iteration 12Q: 3 clusters Score -5424500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -5424519.500000 Penalty: 5323.178223
	Iteration 13Q: 3 clusters Score -5424520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -5424528.500000 Penalty: 5323.178223
	Iteration 14Q: 3 clusters Score -5424528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -5424529.500000 Penalty: 5323.178223
	Iteration 15Q: 3 clusters Score -5424530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -5424522.500000 Penalty: 5323.178223
	Iteration 16Q: 3 clusters Score -5424522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -5424532.000000 Penalty: 5323.178223
	Iteration 17Q: 3 clusters Score -5424532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -5424530.000000 Penalty: 5323.178223
	Iteration 18Q: 3 clusters Score -5424530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -5424530.000000 Penalty: 5323.178223
	Iteration 19F: 3 clusters Score -5424530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 267394 members 
Mstep: Class 2 contains 9245 members 
Mstep: Class 3 contains 5566 members 
Mstep: Class 4 contains 230203 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 12998 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 213696 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 44395 members 
Mstep: Class 13 contains 216361 members 
Mstep: Class 14 contains 1361 members 
Mstep: Class 15 contains 56757 members 
Mstep: Class 16 contains 264 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 60612 members 
Mstep: Class 19 contains 38904 members 
Mstep: Class 20 contains 1588 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 5376 members 
Mstep: Class 24 contains 2998 members 
Mstep: Class 25 contains 1293 members 
Mstep: Class 26 contains 1217 members 
Mstep: Class 27 contains 6889 members 
Mstep: Class 28 contains 8303 members 
Mstep: Class 29 contains 44220 members 
Entering Unmasked Estep 
Score: -147954464.000000 Penalty: 100940.453125
Splitting cluster 20 changes total score from -147892832.000000 to -147954464.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 267394 members 
Mstep: Class 2 contains 9245 members 
Mstep: Class 3 contains 5566 members 
Mstep: Class 4 contains 230203 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 12998 members 
Mstep: Class 9 contains 1731 members 
Mstep: Class 10 contains 213696 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 44395 members 
Mstep: Class 13 contains 216361 members 
Mstep: Class 14 contains 1361 members 
Mstep: Class 15 contains 56757 members 
Mstep: Class 16 contains 264 members 
Mstep: Class 18 contains 60612 members 
Mstep: Class 19 contains 38904 members 
Mstep: Class 20 contains 1588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147962352.000000 Penalty: 100940.453125
Iteration 39Q: 30 clusters Score -1.479624e+08 nChanged 16175
Entering Unmasked Mstep 
Mstep: Class 0 contains 990 members 
Mstep: Class 1 contains 267515 members 
Mstep: Class 2 contains 9577 members 
Mstep: Class 3 contains 5888 members 
Mstep: Class 4 contains 230558 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 2499 members 
Mstep: Class 7 contains 13029 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 9 contains 1896 members 
Mstep: Class 10 contains 215008 members 
Mstep: Class 11 contains 2271 members 
Mstep: Class 12 contains 44301 members 
Mstep: Class 13 contains 214768 members 
Mstep: Class 14 contains 1357 members 
Mstep: Class 15 contains 56442 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 60260 members 
Mstep: Class 19 contains 40671 members 
Mstep: Class 20 contains 1589 members 
Mstep: Class 21 contains 1838 members 
Mstep: Class 22 contains 1704 members 
Mstep: Class 23 contains 5211 members 
Mstep: Class 24 contains 2881 members 
Mstep: Class 25 contains 1304 members 
Mstep: Class 26 contains 1207 members 
Mstep: Class 27 contains 6861 members 
Mstep: Class 28 contains 7959 members 
Mstep: Class 29 contains 42544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147972816.000000 Penalty: 100940.453125
Iteration 40F: 30 clusters Score -1.479728e+08 nChanged 14527
Entering Unmasked Mstep 
Mstep: Class 0 contains 901 members 
Mstep: Class 1 contains 267392 members 
Mstep: Class 2 contains 9652 members 
Mstep: Class 3 contains 6223 members 
Mstep: Class 4 contains 230510 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 2653 members 
Mstep: Class 7 contains 12628 members 
Mstep: Class 8 contains 585 members 
Mstep: Class 9 contains 1942 members 
Mstep: Class 10 contains 215260 members 
Mstep: Class 11 contains 2392 members 
Mstep: Class 12 contains 43340 members 
Mstep: Class 13 contains 212165 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 55792 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 60041 members 
Mstep: Class 19 contains 41850 members 
Mstep: Class 20 contains 1593 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5143 members 
Mstep: Class 24 contains 3016 members 
Mstep: Class 25 contains 1311 members 
Mstep: Class 26 contains 1220 members 
Mstep: Class 27 contains 7100 members 
Mstep: Class 28 contains 8199 members 
Mstep: Class 29 contains 43894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147984000.000000 Penalty: 100940.453125
Iteration 41Q: 30 clusters Score -1.47984e+08 nChanged 10503
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 267109 members 
Mstep: Class 2 contains 9754 members 
Mstep: Class 3 contains 6559 members 
Mstep: Class 4 contains 230405 members 
Mstep: Class 5 contains 2296 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 12339 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 1971 members 
Mstep: Class 10 contains 215686 members 
Mstep: Class 11 contains 2525 members 
Mstep: Class 12 contains 42618 members 
Mstep: Class 13 contains 209987 members 
Mstep: Class 14 contains 1346 members 
Mstep: Class 15 contains 55394 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 59958 members 
Mstep: Class 19 contains 42991 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 2830 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5132 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1315 members 
Mstep: Class 26 contains 1229 members 
Mstep: Class 27 contains 7170 members 
Mstep: Class 28 contains 8373 members 
Mstep: Class 29 contains 44702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147987136.000000 Penalty: 100940.453125
Iteration 42Q: 30 clusters Score -1.479871e+08 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 266894 members 
Mstep: Class 2 contains 9808 members 
Mstep: Class 3 contains 6834 members 
Mstep: Class 4 contains 230190 members 
Mstep: Class 5 contains 2239 members 
Mstep: Class 6 contains 2841 members 
Mstep: Class 7 contains 12129 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 1985 members 
Mstep: Class 10 contains 216160 members 
Mstep: Class 11 contains 2635 members 
Mstep: Class 12 contains 42043 members 
Mstep: Class 13 contains 208204 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 55084 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 3401 members 
Mstep: Class 18 contains 59910 members 
Mstep: Class 19 contains 44042 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3089 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5159 members 
Mstep: Class 24 contains 3076 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 1236 members 
Mstep: Class 27 contains 7213 members 
Mstep: Class 28 contains 8498 members 
Mstep: Class 29 contains 45200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147989392.000000 Penalty: 100940.453125
Iteration 43Q: 30 clusters Score -1.479894e+08 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 266810 members 
Mstep: Class 2 contains 9806 members 
Mstep: Class 3 contains 7067 members 
Mstep: Class 4 contains 229903 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 2893 members 
Mstep: Class 7 contains 11989 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 1996 members 
Mstep: Class 10 contains 216723 members 
Mstep: Class 11 contains 2739 members 
Mstep: Class 12 contains 41541 members 
Mstep: Class 13 contains 206641 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 54854 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 59874 members 
Mstep: Class 19 contains 45050 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3275 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5181 members 
Mstep: Class 24 contains 3082 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 1238 members 
Mstep: Class 27 contains 7237 members 
Mstep: Class 28 contains 8582 members 
Mstep: Class 29 contains 45460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147991712.000000 Penalty: 100940.453125
Iteration 44Q: 30 clusters Score -1.479917e+08 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 266728 members 
Mstep: Class 2 contains 9803 members 
Mstep: Class 3 contains 7268 members 
Mstep: Class 4 contains 229568 members 
Mstep: Class 5 contains 2125 members 
Mstep: Class 6 contains 2939 members 
Mstep: Class 7 contains 11866 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 2001 members 
Mstep: Class 10 contains 217270 members 
Mstep: Class 11 contains 2819 members 
Mstep: Class 12 contains 41047 members 
Mstep: Class 13 contains 205334 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 54658 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 4169 members 
Mstep: Class 18 contains 59844 members 
Mstep: Class 19 contains 46005 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3401 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5209 members 
Mstep: Class 24 contains 3087 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 1243 members 
Mstep: Class 27 contains 7262 members 
Mstep: Class 28 contains 8657 members 
Mstep: Class 29 contains 45567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147992768.000000 Penalty: 100940.453125
Iteration 45Q: 30 clusters Score -1.479928e+08 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 266717 members 
Mstep: Class 2 contains 9783 members 
Mstep: Class 3 contains 7422 members 
Mstep: Class 4 contains 229232 members 
Mstep: Class 5 contains 2071 members 
Mstep: Class 6 contains 2974 members 
Mstep: Class 7 contains 11774 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 217940 members 
Mstep: Class 11 contains 2910 members 
Mstep: Class 12 contains 40606 members 
Mstep: Class 13 contains 204030 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 54506 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 4590 members 
Mstep: Class 18 contains 59819 members 
Mstep: Class 19 contains 46873 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3485 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5260 members 
Mstep: Class 24 contains 3094 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 1247 members 
Mstep: Class 27 contains 7280 members 
Mstep: Class 28 contains 8710 members 
Mstep: Class 29 contains 45540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147994416.000000 Penalty: 100940.453125
Iteration 46Q: 30 clusters Score -1.479944e+08 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 266760 members 
Mstep: Class 2 contains 9752 members 
Mstep: Class 3 contains 7542 members 
Mstep: Class 4 contains 228844 members 
Mstep: Class 5 contains 2004 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 11707 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 10 contains 218622 members 
Mstep: Class 11 contains 2971 members 
Mstep: Class 12 contains 40200 members 
Mstep: Class 13 contains 202818 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 54373 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 4961 members 
Mstep: Class 18 contains 59802 members 
Mstep: Class 19 contains 47682 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3541 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5314 members 
Mstep: Class 24 contains 3096 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 1251 members 
Mstep: Class 27 contains 7293 members 
Mstep: Class 28 contains 8753 members 
Mstep: Class 29 contains 45576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147995328.000000 Penalty: 100940.453125
Iteration 47Q: 30 clusters Score -1.479953e+08 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 266790 members 
Mstep: Class 2 contains 9730 members 
Mstep: Class 3 contains 7665 members 
Mstep: Class 4 contains 228431 members 
Mstep: Class 5 contains 1948 members 
Mstep: Class 6 contains 3033 members 
Mstep: Class 7 contains 11646 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 2010 members 
Mstep: Class 10 contains 219418 members 
Mstep: Class 11 contains 3030 members 
Mstep: Class 12 contains 39782 members 
Mstep: Class 13 contains 201570 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 54253 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 5349 members 
Mstep: Class 18 contains 59786 members 
Mstep: Class 19 contains 48455 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3609 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5358 members 
Mstep: Class 24 contains 3098 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 1254 members 
Mstep: Class 27 contains 7302 members 
Mstep: Class 28 contains 8804 members 
Mstep: Class 29 contains 45549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147996496.000000 Penalty: 100940.453125
Iteration 48Q: 30 clusters Score -1.479965e+08 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 266775 members 
Mstep: Class 2 contains 9718 members 
Mstep: Class 3 contains 7766 members 
Mstep: Class 4 contains 228096 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 11594 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 2012 members 
Mstep: Class 10 contains 220300 members 
Mstep: Class 11 contains 3089 members 
Mstep: Class 12 contains 39393 members 
Mstep: Class 13 contains 200340 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 54154 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 5691 members 
Mstep: Class 18 contains 59774 members 
Mstep: Class 19 contains 49138 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3640 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5412 members 
Mstep: Class 24 contains 3093 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 1256 members 
Mstep: Class 27 contains 7310 members 
Mstep: Class 28 contains 8835 members 
Mstep: Class 29 contains 45544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147997792.000000 Penalty: 100940.453125
Iteration 49Q: 30 clusters Score -1.479978e+08 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 266637 members 
Mstep: Class 2 contains 9710 members 
Mstep: Class 3 contains 7836 members 
Mstep: Class 4 contains 227737 members 
Mstep: Class 5 contains 1837 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 11532 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 2012 members 
Mstep: Class 10 contains 221350 members 
Mstep: Class 11 contains 3130 members 
Mstep: Class 12 contains 39059 members 
Mstep: Class 13 contains 199172 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 54092 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 6009 members 
Mstep: Class 18 contains 59757 members 
Mstep: Class 19 contains 49742 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3667 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5477 members 
Mstep: Class 24 contains 3092 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 1258 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 8874 members 
Mstep: Class 29 contains 45508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147998208.000000 Penalty: 100940.453125
Iteration 50Q: 30 clusters Score -1.479982e+08 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 266467 members 
Mstep: Class 2 contains 9729 members 
Mstep: Class 3 contains 7907 members 
Mstep: Class 4 contains 227375 members 
Mstep: Class 5 contains 1784 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 11483 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 2013 members 
Mstep: Class 10 contains 222527 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 38723 members 
Mstep: Class 13 contains 198010 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 54012 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 6301 members 
Mstep: Class 18 contains 59746 members 
Mstep: Class 19 contains 50250 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3712 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5517 members 
Mstep: Class 24 contains 3097 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 1260 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 8907 members 
Mstep: Class 29 contains 45486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147998944.000000 Penalty: 100940.453125
Iteration 51Q: 30 clusters Score -1.479989e+08 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 266278 members 
Mstep: Class 2 contains 9742 members 
Mstep: Class 3 contains 7980 members 
Mstep: Class 4 contains 227073 members 
Mstep: Class 5 contains 1725 members 
Mstep: Class 6 contains 3089 members 
Mstep: Class 7 contains 11433 members 
Mstep: Class 8 contains 587 members 
Mstep: Class 9 contains 2010 members 
Mstep: Class 10 contains 223642 members 
Mstep: Class 11 contains 3188 members 
Mstep: Class 12 contains 38477 members 
Mstep: Class 13 contains 196902 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53946 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 6538 members 
Mstep: Class 18 contains 59744 members 
Mstep: Class 19 contains 50714 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3734 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5551 members 
Mstep: Class 24 contains 3099 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 8947 members 
Mstep: Class 29 contains 45474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147999488.000000 Penalty: 100940.453125
Iteration 52Q: 30 clusters Score -1.479995e+08 nChanged 5736
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 266039 members 
Mstep: Class 2 contains 9754 members 
Mstep: Class 3 contains 8048 members 
Mstep: Class 4 contains 226769 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 3094 members 
Mstep: Class 7 contains 11401 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 2008 members 
Mstep: Class 10 contains 224892 members 
Mstep: Class 11 contains 3201 members 
Mstep: Class 12 contains 38266 members 
Mstep: Class 13 contains 195808 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53891 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 6736 members 
Mstep: Class 18 contains 59743 members 
Mstep: Class 19 contains 51092 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3762 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5555 members 
Mstep: Class 24 contains 3100 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 7318 members 
Mstep: Class 28 contains 8983 members 
Mstep: Class 29 contains 45465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148000352.000000 Penalty: 100940.453125
Iteration 53Q: 30 clusters Score -1.480004e+08 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 265761 members 
Mstep: Class 2 contains 9748 members 
Mstep: Class 3 contains 8109 members 
Mstep: Class 4 contains 226520 members 
Mstep: Class 5 contains 1626 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 11372 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 226186 members 
Mstep: Class 11 contains 3206 members 
Mstep: Class 12 contains 38055 members 
Mstep: Class 13 contains 194693 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53855 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 6913 members 
Mstep: Class 18 contains 59742 members 
Mstep: Class 19 contains 51404 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3789 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5550 members 
Mstep: Class 24 contains 3097 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 7325 members 
Mstep: Class 28 contains 9027 members 
Mstep: Class 29 contains 45510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148001344.000000 Penalty: 100940.453125
Iteration 54Q: 30 clusters Score -1.480013e+08 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 265447 members 
Mstep: Class 2 contains 9753 members 
Mstep: Class 3 contains 8191 members 
Mstep: Class 4 contains 226273 members 
Mstep: Class 5 contains 1582 members 
Mstep: Class 6 contains 3111 members 
Mstep: Class 7 contains 11362 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 2008 members 
Mstep: Class 10 contains 227485 members 
Mstep: Class 11 contains 3205 members 
Mstep: Class 12 contains 37854 members 
Mstep: Class 13 contains 193615 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53811 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 7080 members 
Mstep: Class 18 contains 59752 members 
Mstep: Class 19 contains 51652 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3812 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5544 members 
Mstep: Class 24 contains 3097 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 7321 members 
Mstep: Class 28 contains 9056 members 
Mstep: Class 29 contains 45583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148001280.000000 Penalty: 100940.453125
Iteration 55Q: 30 clusters Score -1.480013e+08 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 265177 members 
Mstep: Class 2 contains 9745 members 
Mstep: Class 3 contains 8267 members 
Mstep: Class 4 contains 226095 members 
Mstep: Class 5 contains 1550 members 
Mstep: Class 6 contains 3119 members 
Mstep: Class 7 contains 11353 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 2009 members 
Mstep: Class 10 contains 228646 members 
Mstep: Class 11 contains 3209 members 
Mstep: Class 12 contains 37686 members 
Mstep: Class 13 contains 192577 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53768 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 7221 members 
Mstep: Class 18 contains 59759 members 
Mstep: Class 19 contains 51884 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3832 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5506 members 
Mstep: Class 24 contains 3094 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 7322 members 
Mstep: Class 28 contains 9079 members 
Mstep: Class 29 contains 45696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148001424.000000 Penalty: 100940.453125
Iteration 56Q: 30 clusters Score -1.480014e+08 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 264984 members 
Mstep: Class 2 contains 9743 members 
Mstep: Class 3 contains 8340 members 
Mstep: Class 4 contains 225964 members 
Mstep: Class 5 contains 1527 members 
Mstep: Class 6 contains 3126 members 
Mstep: Class 7 contains 11337 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 2009 members 
Mstep: Class 10 contains 229661 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 37525 members 
Mstep: Class 13 contains 191565 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53738 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 7364 members 
Mstep: Class 18 contains 59755 members 
Mstep: Class 19 contains 52085 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3851 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5477 members 
Mstep: Class 24 contains 3091 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7324 members 
Mstep: Class 28 contains 9106 members 
Mstep: Class 29 contains 45808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148001472.000000 Penalty: 100940.453125
Iteration 57Q: 30 clusters Score -1.480015e+08 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 264822 members 
Mstep: Class 2 contains 9737 members 
Mstep: Class 3 contains 8399 members 
Mstep: Class 4 contains 225876 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 3131 members 
Mstep: Class 7 contains 11331 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 2009 members 
Mstep: Class 10 contains 230614 members 
Mstep: Class 11 contains 3216 members 
Mstep: Class 12 contains 37396 members 
Mstep: Class 13 contains 190626 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53697 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 7476 members 
Mstep: Class 18 contains 59750 members 
Mstep: Class 19 contains 52242 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3868 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5444 members 
Mstep: Class 24 contains 3089 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7325 members 
Mstep: Class 28 contains 9129 members 
Mstep: Class 29 contains 45905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148001456.000000 Penalty: 100940.453125
Iteration 58Q: 30 clusters Score -1.480015e+08 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 264681 members 
Mstep: Class 2 contains 9745 members 
Mstep: Class 3 contains 8467 members 
Mstep: Class 4 contains 225817 members 
Mstep: Class 5 contains 1496 members 
Mstep: Class 6 contains 3134 members 
Mstep: Class 7 contains 11330 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 2009 members 
Mstep: Class 10 contains 231423 members 
Mstep: Class 11 contains 3221 members 
Mstep: Class 12 contains 37263 members 
Mstep: Class 13 contains 189749 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53668 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 7588 members 
Mstep: Class 18 contains 59750 members 
Mstep: Class 19 contains 52391 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3884 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5400 members 
Mstep: Class 24 contains 3088 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7328 members 
Mstep: Class 28 contains 9148 members 
Mstep: Class 29 contains 46013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148001408.000000 Penalty: 100940.453125
Iteration 59Q: 30 clusters Score -1.480014e+08 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 264538 members 
Mstep: Class 2 contains 9738 members 
Mstep: Class 3 contains 8520 members 
Mstep: Class 4 contains 225842 members 
Mstep: Class 5 contains 1487 members 
Mstep: Class 6 contains 3134 members 
Mstep: Class 7 contains 11335 members 
Mstep: Class 8 contains 588 members 
Mstep: Class 9 contains 2010 members 
Mstep: Class 10 contains 232098 members 
Mstep: Class 11 contains 3220 members 
Mstep: Class 12 contains 37144 members 
Mstep: Class 13 contains 188944 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53656 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 7705 members 
Mstep: Class 18 contains 59751 members 
Mstep: Class 19 contains 52532 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3892 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5362 members 
Mstep: Class 24 contains 3086 members 
Mstep: Class 25 contains 1316 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 7327 members 
Mstep: Class 28 contains 9164 members 
Mstep: Class 29 contains 46109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148004752.000000 Penalty: 100940.453125
Iteration 60F: 30 clusters Score -1.480048e+08 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 847 members 
Mstep: Class 1 contains 264480 members 
Mstep: Class 2 contains 9677 members 
Mstep: Class 3 contains 8576 members 
Mstep: Class 4 contains 225850 members 
Mstep: Class 5 contains 1482 members 
Mstep: Class 6 contains 3135 members 
Mstep: Class 7 contains 11342 members 
Mstep: Class 8 contains 624 members 
Mstep: Class 9 contains 2008 members 
Mstep: Class 10 contains 232543 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 36718 members 
Mstep: Class 13 contains 188258 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53637 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 8209 members 
Mstep: Class 18 contains 59761 members 
Mstep: Class 19 contains 52636 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3897 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5314 members 
Mstep: Class 24 contains 3085 members 
Mstep: Class 25 contains 1324 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 7320 members 
Mstep: Class 28 contains 9175 members 
Mstep: Class 29 contains 46218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148005584.000000 Penalty: 100940.453125
Iteration 61Q: 30 clusters Score -1.480056e+08 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264483 members 
Mstep: Class 2 contains 9644 members 
Mstep: Class 3 contains 8619 members 
Mstep: Class 4 contains 225884 members 
Mstep: Class 5 contains 1473 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 11352 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2008 members 
Mstep: Class 10 contains 232904 members 
Mstep: Class 11 contains 3301 members 
Mstep: Class 12 contains 36281 members 
Mstep: Class 13 contains 187620 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53620 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 8716 members 
Mstep: Class 18 contains 59766 members 
Mstep: Class 19 contains 52722 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3893 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5253 members 
Mstep: Class 24 contains 3085 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 9186 members 
Mstep: Class 29 contains 46333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148005296.000000 Penalty: 100940.453125
Iteration 62Q: 30 clusters Score -1.480053e+08 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264441 members 
Mstep: Class 2 contains 9596 members 
Mstep: Class 3 contains 8657 members 
Mstep: Class 4 contains 225952 members 
Mstep: Class 5 contains 1461 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 11372 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2008 members 
Mstep: Class 10 contains 233208 members 
Mstep: Class 11 contains 3325 members 
Mstep: Class 12 contains 35845 members 
Mstep: Class 13 contains 187040 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53620 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 9241 members 
Mstep: Class 18 contains 59752 members 
Mstep: Class 19 contains 52772 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3887 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5215 members 
Mstep: Class 24 contains 3083 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 9197 members 
Mstep: Class 29 contains 46462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148005328.000000 Penalty: 100940.453125
Iteration 63Q: 30 clusters Score -1.480053e+08 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264460 members 
Mstep: Class 2 contains 9561 members 
Mstep: Class 3 contains 8719 members 
Mstep: Class 4 contains 225992 members 
Mstep: Class 5 contains 1456 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 11389 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2008 members 
Mstep: Class 10 contains 233388 members 
Mstep: Class 11 contains 3332 members 
Mstep: Class 12 contains 35407 members 
Mstep: Class 13 contains 186568 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53608 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 9728 members 
Mstep: Class 18 contains 59738 members 
Mstep: Class 19 contains 52830 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3892 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5184 members 
Mstep: Class 24 contains 3083 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 7317 members 
Mstep: Class 28 contains 9206 members 
Mstep: Class 29 contains 46576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148005584.000000 Penalty: 100940.453125
Iteration 64Q: 30 clusters Score -1.480056e+08 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264453 members 
Mstep: Class 2 contains 9552 members 
Mstep: Class 3 contains 8787 members 
Mstep: Class 4 contains 226104 members 
Mstep: Class 5 contains 1454 members 
Mstep: Class 6 contains 3152 members 
Mstep: Class 7 contains 11405 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2009 members 
Mstep: Class 10 contains 233498 members 
Mstep: Class 11 contains 3342 members 
Mstep: Class 12 contains 34988 members 
Mstep: Class 13 contains 186117 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53595 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 10220 members 
Mstep: Class 18 contains 59718 members 
Mstep: Class 19 contains 52864 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3899 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5157 members 
Mstep: Class 24 contains 3083 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 9219 members 
Mstep: Class 29 contains 46658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148005760.000000 Penalty: 100940.453125
Iteration 65Q: 30 clusters Score -1.480058e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264433 members 
Mstep: Class 2 contains 9554 members 
Mstep: Class 3 contains 8842 members 
Mstep: Class 4 contains 226193 members 
Mstep: Class 5 contains 1454 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 11418 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2010 members 
Mstep: Class 10 contains 233581 members 
Mstep: Class 11 contains 3347 members 
Mstep: Class 12 contains 34599 members 
Mstep: Class 13 contains 185752 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53589 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 10658 members 
Mstep: Class 18 contains 59706 members 
Mstep: Class 19 contains 52909 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3907 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5118 members 
Mstep: Class 24 contains 3078 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 7319 members 
Mstep: Class 28 contains 9231 members 
Mstep: Class 29 contains 46748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148006064.000000 Penalty: 100940.453125
Iteration 66Q: 30 clusters Score -1.480061e+08 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264365 members 
Mstep: Class 2 contains 9560 members 
Mstep: Class 3 contains 8889 members 
Mstep: Class 4 contains 226317 members 
Mstep: Class 5 contains 1454 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 11425 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2011 members 
Mstep: Class 10 contains 233647 members 
Mstep: Class 11 contains 3357 members 
Mstep: Class 12 contains 34199 members 
Mstep: Class 13 contains 185442 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53588 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 11101 members 
Mstep: Class 18 contains 59691 members 
Mstep: Class 19 contains 52967 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3911 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5082 members 
Mstep: Class 24 contains 3075 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 7316 members 
Mstep: Class 28 contains 9240 members 
Mstep: Class 29 contains 46817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148006016.000000 Penalty: 100940.453125
Iteration 67Q: 30 clusters Score -1.48006e+08 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264319 members 
Mstep: Class 2 contains 9562 members 
Mstep: Class 3 contains 8950 members 
Mstep: Class 4 contains 226415 members 
Mstep: Class 5 contains 1454 members 
Mstep: Class 6 contains 3142 members 
Mstep: Class 7 contains 11427 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2011 members 
Mstep: Class 10 contains 233687 members 
Mstep: Class 11 contains 3367 members 
Mstep: Class 12 contains 33820 members 
Mstep: Class 13 contains 185169 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53611 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 11489 members 
Mstep: Class 18 contains 59668 members 
Mstep: Class 19 contains 53033 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3905 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 5042 members 
Mstep: Class 24 contains 3071 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7314 members 
Mstep: Class 28 contains 9248 members 
Mstep: Class 29 contains 46888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148006576.000000 Penalty: 100940.453125
Iteration 68Q: 30 clusters Score -1.480066e+08 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264285 members 
Mstep: Class 2 contains 9550 members 
Mstep: Class 3 contains 9023 members 
Mstep: Class 4 contains 226509 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 6 contains 3145 members 
Mstep: Class 7 contains 11438 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2012 members 
Mstep: Class 10 contains 233691 members 
Mstep: Class 11 contains 3374 members 
Mstep: Class 12 contains 33443 members 
Mstep: Class 13 contains 184918 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53610 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 11904 members 
Mstep: Class 18 contains 59651 members 
Mstep: Class 19 contains 53109 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3902 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4991 members 
Mstep: Class 24 contains 3072 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7312 members 
Mstep: Class 28 contains 9254 members 
Mstep: Class 29 contains 46946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148006368.000000 Penalty: 100940.453125
Iteration 69Q: 30 clusters Score -1.480064e+08 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264262 members 
Mstep: Class 2 contains 9543 members 
Mstep: Class 3 contains 9095 members 
Mstep: Class 4 contains 226621 members 
Mstep: Class 5 contains 1451 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 11440 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2012 members 
Mstep: Class 10 contains 233677 members 
Mstep: Class 11 contains 3376 members 
Mstep: Class 12 contains 33088 members 
Mstep: Class 13 contains 184694 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53612 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 12269 members 
Mstep: Class 18 contains 59631 members 
Mstep: Class 19 contains 53178 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3896 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 3068 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7313 members 
Mstep: Class 28 contains 9263 members 
Mstep: Class 29 contains 47009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148006784.000000 Penalty: 100940.453125
Iteration 70Q: 30 clusters Score -1.480068e+08 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264254 members 
Mstep: Class 2 contains 9536 members 
Mstep: Class 3 contains 9166 members 
Mstep: Class 4 contains 226702 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 3142 members 
Mstep: Class 7 contains 11449 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2013 members 
Mstep: Class 10 contains 233648 members 
Mstep: Class 11 contains 3385 members 
Mstep: Class 12 contains 32749 members 
Mstep: Class 13 contains 184507 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53620 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 12597 members 
Mstep: Class 18 contains 59619 members 
Mstep: Class 19 contains 53269 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3888 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4894 members 
Mstep: Class 24 contains 3061 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 7306 members 
Mstep: Class 28 contains 9274 members 
Mstep: Class 29 contains 47063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148007040.000000 Penalty: 100940.453125
Iteration 71Q: 30 clusters Score -1.48007e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264223 members 
Mstep: Class 2 contains 9545 members 
Mstep: Class 3 contains 9233 members 
Mstep: Class 4 contains 226825 members 
Mstep: Class 5 contains 1448 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 11464 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2014 members 
Mstep: Class 10 contains 233589 members 
Mstep: Class 11 contains 3377 members 
Mstep: Class 12 contains 32411 members 
Mstep: Class 13 contains 184322 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53630 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 12911 members 
Mstep: Class 18 contains 59601 members 
Mstep: Class 19 contains 53351 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3881 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4868 members 
Mstep: Class 24 contains 3062 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 7307 members 
Mstep: Class 28 contains 9285 members 
Mstep: Class 29 contains 47103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148007424.000000 Penalty: 100940.453125
Iteration 72Q: 30 clusters Score -1.480074e+08 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264210 members 
Mstep: Class 2 contains 9544 members 
Mstep: Class 3 contains 9289 members 
Mstep: Class 4 contains 226910 members 
Mstep: Class 5 contains 1447 members 
Mstep: Class 6 contains 3154 members 
Mstep: Class 7 contains 11483 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2014 members 
Mstep: Class 10 contains 233543 members 
Mstep: Class 11 contains 3373 members 
Mstep: Class 12 contains 32112 members 
Mstep: Class 13 contains 184167 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53636 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 13212 members 
Mstep: Class 18 contains 59584 members 
Mstep: Class 19 contains 53401 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3871 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4838 members 
Mstep: Class 24 contains 3059 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 7307 members 
Mstep: Class 28 contains 9296 members 
Mstep: Class 29 contains 47141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148008016.000000 Penalty: 100940.453125
Iteration 73Q: 30 clusters Score -1.48008e+08 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264200 members 
Mstep: Class 2 contains 9548 members 
Mstep: Class 3 contains 9354 members 
Mstep: Class 4 contains 227014 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 3153 members 
Mstep: Class 7 contains 11507 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2014 members 
Mstep: Class 10 contains 233457 members 
Mstep: Class 11 contains 3359 members 
Mstep: Class 12 contains 31832 members 
Mstep: Class 13 contains 184016 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53632 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 13540 members 
Mstep: Class 18 contains 59564 members 
Mstep: Class 19 contains 53468 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3862 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4812 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 7298 members 
Mstep: Class 28 contains 9304 members 
Mstep: Class 29 contains 47152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148008192.000000 Penalty: 100940.453125
Iteration 74Q: 30 clusters Score -1.480082e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264192 members 
Mstep: Class 2 contains 9551 members 
Mstep: Class 3 contains 9408 members 
Mstep: Class 4 contains 227099 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 3151 members 
Mstep: Class 7 contains 11517 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2014 members 
Mstep: Class 10 contains 233400 members 
Mstep: Class 11 contains 3343 members 
Mstep: Class 12 contains 31564 members 
Mstep: Class 13 contains 183872 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53635 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 13836 members 
Mstep: Class 18 contains 59551 members 
Mstep: Class 19 contains 53545 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3854 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4783 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 7293 members 
Mstep: Class 28 contains 9315 members 
Mstep: Class 29 contains 47165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148008496.000000 Penalty: 100940.453125
Iteration 75Q: 30 clusters Score -1.480085e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264173 members 
Mstep: Class 2 contains 9556 members 
Mstep: Class 3 contains 9469 members 
Mstep: Class 4 contains 227218 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 11535 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2015 members 
Mstep: Class 10 contains 233307 members 
Mstep: Class 11 contains 3335 members 
Mstep: Class 12 contains 31326 members 
Mstep: Class 13 contains 183771 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53632 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 14106 members 
Mstep: Class 18 contains 59546 members 
Mstep: Class 19 contains 53604 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3848 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 3061 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 7283 members 
Mstep: Class 28 contains 9318 members 
Mstep: Class 29 contains 47167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148008528.000000 Penalty: 100940.453125
Iteration 76Q: 30 clusters Score -1.480085e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264147 members 
Mstep: Class 2 contains 9559 members 
Mstep: Class 3 contains 9531 members 
Mstep: Class 4 contains 227338 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 11546 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2016 members 
Mstep: Class 10 contains 233202 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 12 contains 31126 members 
Mstep: Class 13 contains 183702 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53628 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 14344 members 
Mstep: Class 18 contains 59537 members 
Mstep: Class 19 contains 53665 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3840 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 3061 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 7273 members 
Mstep: Class 28 contains 9323 members 
Mstep: Class 29 contains 47148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148008944.000000 Penalty: 100940.453125
Iteration 77Q: 30 clusters Score -1.480089e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264154 members 
Mstep: Class 2 contains 9558 members 
Mstep: Class 3 contains 9576 members 
Mstep: Class 4 contains 227454 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 3144 members 
Mstep: Class 7 contains 11559 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2015 members 
Mstep: Class 10 contains 233102 members 
Mstep: Class 11 contains 3292 members 
Mstep: Class 12 contains 30912 members 
Mstep: Class 13 contains 183653 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53618 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 14557 members 
Mstep: Class 18 contains 59516 members 
Mstep: Class 19 contains 53755 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3833 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4660 members 
Mstep: Class 24 contains 3063 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 7269 members 
Mstep: Class 28 contains 9331 members 
Mstep: Class 29 contains 47132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148008976.000000 Penalty: 100940.453125
Iteration 78Q: 30 clusters Score -1.48009e+08 nChanged 1283
Entering ConstructFrom: 
Score: -148008976.000000 Penalty: 100940.453125
Entering ConstructFrom: 
Trying to split cluster 1 (264151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264151 members 
Entering Unmasked Estep 
Score: -32439364.000000 Penalty: 3096.100342
	Iteration 0F: 2 clusters Score -3.243936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131922 members 
Mstep: Class 2 contains 132229 members 
Entering Unmasked Estep 
Score: -32267710.000000 Penalty: 6192.200684
	Iteration 0F: 3 clusters Score -3.226771e+07 nChanged 127848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127630 members 
Mstep: Class 2 contains 136521 members 
Entering Unmasked Estep 
Score: -32343734.000000 Penalty: 6192.200684
	Iteration 1F: 3 clusters Score -3.234373e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124770 members 
Mstep: Class 2 contains 139381 members 
Entering Unmasked Estep 
Score: -32344628.000000 Penalty: 6192.200684
	Iteration 2Q: 3 clusters Score -3.234463e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120365 members 
Mstep: Class 2 contains 143786 members 
Entering Unmasked Estep 
Score: -32346288.000000 Penalty: 6192.200684
	Iteration 3Q: 3 clusters Score -3.234629e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113704 members 
Mstep: Class 2 contains 150447 members 
Entering Unmasked Estep 
Score: -32348750.000000 Penalty: 6192.200684
	Iteration 4Q: 3 clusters Score -3.234875e+07 nChanged 11138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103974 members 
Mstep: Class 2 contains 160177 members 
Entering Unmasked Estep 
Score: -32353152.000000 Penalty: 6192.200684
	Iteration 5Q: 3 clusters Score -3.235315e+07 nChanged 14630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90128 members 
Mstep: Class 2 contains 174023 members 
Entering Unmasked Estep 
Score: -32361278.000000 Penalty: 6192.200684
	Iteration 6F: 3 clusters Score -3.236128e+07 nChanged 18915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71577 members 
Mstep: Class 2 contains 192574 members 
Entering Unmasked Estep 
Score: -32374492.000000 Penalty: 6192.200684
	Iteration 7F: 3 clusters Score -3.237449e+07 nChanged 21739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 214207 members 
Entering Unmasked Estep 
Score: -32392048.000000 Penalty: 6192.200684
	Iteration 8F: 3 clusters Score -3.239205e+07 nChanged 20429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 234588 members 
Entering Unmasked Estep 
Score: -32409744.000000 Penalty: 6192.200684
	Iteration 9F: 3 clusters Score -3.240974e+07 nChanged 15183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 249771 members 
Entering Unmasked Estep 
Score: -32423572.000000 Penalty: 6192.200684
	Iteration 10F: 3 clusters Score -3.242357e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 258374 members 
Entering Unmasked Estep 
Score: -32431606.000000 Penalty: 6192.200684
	Iteration 11Q: 3 clusters Score -3.243161e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 262031 members 
Entering Unmasked Estep 
Score: -32434762.000000 Penalty: 6192.200684
	Iteration 12Q: 3 clusters Score -3.243476e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 263260 members 
Entering Unmasked Estep 
Score: -32435904.000000 Penalty: 6192.200684
	Iteration 13Q: 3 clusters Score -3.24359e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 263627 members 
Entering Unmasked Estep 
Score: -32436206.000000 Penalty: 6192.200684
	Iteration 14Q: 3 clusters Score -3.243621e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 263760 members 
Entering Unmasked Estep 
Score: -32436410.000000 Penalty: 6192.200684
	Iteration 15Q: 3 clusters Score -3.243641e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 263804 members 
Entering Unmasked Estep 
Score: -32436478.000000 Penalty: 6192.200684
	Iteration 16Q: 3 clusters Score -3.243648e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 263827 members 
Entering Unmasked Estep 
Score: -32436482.000000 Penalty: 6192.200684
	Iteration 17Q: 3 clusters Score -3.243648e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 263845 members 
Entering Unmasked Estep 
Score: -32436550.000000 Penalty: 6192.200684
	Iteration 18Q: 3 clusters Score -3.243655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 263849 members 
Entering Unmasked Estep 
Score: -32436560.000000 Penalty: 6192.200684
	Iteration 19Q: 3 clusters Score -3.243656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 263855 members 
Entering Unmasked Estep 
Score: -32436588.000000 Penalty: 6192.200684
	Iteration 20F: 3 clusters Score -3.243659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 263856 members 
Entering Unmasked Estep 
Score: -32436586.000000 Penalty: 6192.200684
	Iteration 21Q: 3 clusters Score -3.243659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 263858 members 
Entering Unmasked Estep 
Score: -32436602.000000 Penalty: 6192.200684
	Iteration 22Q: 3 clusters Score -3.24366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 263858 members 
Entering Unmasked Estep 
Score: -32436602.000000 Penalty: 6192.200684
	Iteration 23F: 3 clusters Score -3.24366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Entering Unmasked Estep 
Score: -1039926.375000 Penalty: 2273.134766
	Iteration 0F: 2 clusters Score -1039926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1032583.937500 Penalty: 4546.269531
	Iteration 0F: 3 clusters Score -1032584 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1035296.250000 Penalty: 4546.269531
	Iteration 1F: 3 clusters Score -1035296 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1037016.312500 Penalty: 4546.269531
	Iteration 2F: 3 clusters Score -1037016 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1038637.750000 Penalty: 4546.269531
	Iteration 3F: 3 clusters Score -1038638 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1039601.812500 Penalty: 4546.269531
	Iteration 4F: 3 clusters Score -1039602 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1040169.187500 Penalty: 4546.269531
	Iteration 5F: 3 clusters Score -1040169 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1040574.000000 Penalty: 4546.269531
	Iteration 6F: 3 clusters Score -1040574 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1040961.687500 Penalty: 4546.269531
	Iteration 7Q: 3 clusters Score -1040962 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1041214.187500 Penalty: 4546.269531
	Iteration 8Q: 3 clusters Score -1041214 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1041399.312500 Penalty: 4546.269531
	Iteration 9Q: 3 clusters Score -1041399 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1041571.375000 Penalty: 4546.269531
	Iteration 10Q: 3 clusters Score -1041571 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1041702.500000 Penalty: 4546.269531
	Iteration 11Q: 3 clusters Score -1041702 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1041815.687500 Penalty: 4546.269531
	Iteration 12Q: 3 clusters Score -1041816 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1041901.187500 Penalty: 4546.269531
	Iteration 13Q: 3 clusters Score -1041901 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1041965.500000 Penalty: 4546.269531
	Iteration 14Q: 3 clusters Score -1041966 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1042020.375000 Penalty: 4546.269531
	Iteration 15Q: 3 clusters Score -1042020 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1042080.312500 Penalty: 4546.269531
	Iteration 16Q: 3 clusters Score -1042080 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1042164.687500 Penalty: 4546.269531
	Iteration 17Q: 3 clusters Score -1042165 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1042244.625000 Penalty: 4546.269531
	Iteration 18Q: 3 clusters Score -1042245 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1042324.687500 Penalty: 4546.269531
	Iteration 19Q: 3 clusters Score -1042325 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1042390.500000 Penalty: 4546.269531
	Iteration 20F: 3 clusters Score -1042390 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1042448.187500 Penalty: 4546.269531
	Iteration 21Q: 3 clusters Score -1042448 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1042488.937500 Penalty: 4546.269531
	Iteration 22Q: 3 clusters Score -1042489 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1042505.312500 Penalty: 4546.269531
	Iteration 23Q: 3 clusters Score -1042505 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1042520.437500 Penalty: 4546.269531
	Iteration 24Q: 3 clusters Score -1042520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1042528.000000 Penalty: 4546.269531
	Iteration 25Q: 3 clusters Score -1042528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1042531.687500 Penalty: 4546.269531
	Iteration 26Q: 3 clusters Score -1042532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1042536.312500 Penalty: 4546.269531
	Iteration 27Q: 3 clusters Score -1042536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1042540.750000 Penalty: 4546.269531
	Iteration 28Q: 3 clusters Score -1042541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1042543.125000 Penalty: 4546.269531
	Iteration 29Q: 3 clusters Score -1042543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1042542.812500 Penalty: 4546.269531
	Iteration 30Q: 3 clusters Score -1042543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1042542.812500 Penalty: 4546.269531
	Iteration 31F: 3 clusters Score -1042543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264151 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 9604 members 
Mstep: Class 4 contains 227544 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 11561 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2015 members 
Mstep: Class 10 contains 233049 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 30690 members 
Mstep: Class 13 contains 183585 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53619 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 14790 members 
Mstep: Class 18 contains 59498 members 
Mstep: Class 19 contains 53853 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3825 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4615 members 
Mstep: Class 24 contains 3062 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 7266 members 
Mstep: Class 28 contains 9341 members 
Mstep: Class 29 contains 47100 members 
Mstep: Class 30 contains 7752 members 
Entering Unmasked Estep 
Score: -148010112.000000 Penalty: 104421.156250
Splitting cluster 2 changes total score from -148008976.000000 to -148010112.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 3 (9604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Entering Unmasked Estep 
Score: -1140482.875000 Penalty: 2274.144043
	Iteration 0F: 2 clusters Score -1140483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1132988.250000 Penalty: 4548.288086
	Iteration 0F: 3 clusters Score -1132988 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1135168.875000 Penalty: 4548.288086
	Iteration 1F: 3 clusters Score -1135169 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1135602.250000 Penalty: 4548.288086
	Iteration 2F: 3 clusters Score -1135602 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1136105.375000 Penalty: 4548.288086
	Iteration 3F: 3 clusters Score -1136105 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1136627.375000 Penalty: 4548.288086
	Iteration 4F: 3 clusters Score -1136627 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1137128.125000 Penalty: 4548.288086
	Iteration 5F: 3 clusters Score -1137128 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1137568.500000 Penalty: 4548.288086
	Iteration 6F: 3 clusters Score -1137568 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1137947.625000 Penalty: 4548.288086
	Iteration 7F: 3 clusters Score -1137948 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1138237.375000 Penalty: 4548.288086
	Iteration 8Q: 3 clusters Score -1138237 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1138422.875000 Penalty: 4548.288086
	Iteration 9Q: 3 clusters Score -1138423 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1138534.375000 Penalty: 4548.288086
	Iteration 10Q: 3 clusters Score -1138534 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1138623.875000 Penalty: 4548.288086
	Iteration 11Q: 3 clusters Score -1138624 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1138700.125000 Penalty: 4548.288086
	Iteration 12Q: 3 clusters Score -1138700 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1138747.875000 Penalty: 4548.288086
	Iteration 13Q: 3 clusters Score -1138748 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1138790.625000 Penalty: 4548.288086
	Iteration 14Q: 3 clusters Score -1138791 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1138815.000000 Penalty: 4548.288086
	Iteration 15Q: 3 clusters Score -1138815 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1138840.875000 Penalty: 4548.288086
	Iteration 16Q: 3 clusters Score -1138841 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1138869.000000 Penalty: 4548.288086
	Iteration 17Q: 3 clusters Score -1138869 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1138894.125000 Penalty: 4548.288086
	Iteration 18Q: 3 clusters Score -1138894 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1138913.875000 Penalty: 4548.288086
	Iteration 19Q: 3 clusters Score -1138914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1138935.875000 Penalty: 4548.288086
	Iteration 20F: 3 clusters Score -1138936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1138952.375000 Penalty: 4548.288086
	Iteration 21Q: 3 clusters Score -1138952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1138967.875000 Penalty: 4548.288086
	Iteration 22Q: 3 clusters Score -1138968 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1138982.625000 Penalty: 4548.288086
	Iteration 23Q: 3 clusters Score -1138983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1138987.750000 Penalty: 4548.288086
	Iteration 24Q: 3 clusters Score -1138988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1138996.000000 Penalty: 4548.288086
	Iteration 25Q: 3 clusters Score -1138996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1139003.250000 Penalty: 4548.288086
	Iteration 26Q: 3 clusters Score -1139003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1139007.375000 Penalty: 4548.288086
	Iteration 27Q: 3 clusters Score -1139007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1139011.000000 Penalty: 4548.288086
	Iteration 28Q: 3 clusters Score -1139011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1139017.375000 Penalty: 4548.288086
	Iteration 29Q: 3 clusters Score -1139017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1139018.375000 Penalty: 4548.288086
	Iteration 30Q: 3 clusters Score -1139018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1139021.500000 Penalty: 4548.288086
	Iteration 31Q: 3 clusters Score -1139022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1139023.875000 Penalty: 4548.288086
	Iteration 32Q: 3 clusters Score -1139024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1139027.125000 Penalty: 4548.288086
	Iteration 33Q: 3 clusters Score -1139027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1139027.375000 Penalty: 4548.288086
	Iteration 34Q: 3 clusters Score -1139027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1139028.625000 Penalty: 4548.288086
	Iteration 35Q: 3 clusters Score -1139029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1139034.500000 Penalty: 4548.288086
	Iteration 36Q: 3 clusters Score -1139034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1139034.875000 Penalty: 4548.288086
	Iteration 37Q: 3 clusters Score -1139035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1139033.500000 Penalty: 4548.288086
	Iteration 38Q: 3 clusters Score -1139034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1139036.000000 Penalty: 4548.288086
	Iteration 39Q: 3 clusters Score -1139036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1139037.875000 Penalty: 4548.288086
	Iteration 40F: 3 clusters Score -1139038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1139039.250000 Penalty: 4548.288086
	Iteration 41Q: 3 clusters Score -1139039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1139038.500000 Penalty: 4548.288086
	Iteration 42Q: 3 clusters Score -1139038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1139042.875000 Penalty: 4548.288086
	Iteration 43Q: 3 clusters Score -1139043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1139045.375000 Penalty: 4548.288086
	Iteration 44Q: 3 clusters Score -1139045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1139046.875000 Penalty: 4548.288086
	Iteration 45Q: 3 clusters Score -1139047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1139046.000000 Penalty: 4548.288086
	Iteration 46Q: 3 clusters Score -1139046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1139047.250000 Penalty: 4548.288086
	Iteration 47Q: 3 clusters Score -1139047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1139047.375000 Penalty: 4548.288086
	Iteration 48Q: 3 clusters Score -1139047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1139046.875000 Penalty: 4548.288086
	Iteration 49Q: 3 clusters Score -1139047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1139046.875000 Penalty: 4548.288086
	Iteration 50F: 3 clusters Score -1139047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (227544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227544 members 
Entering Unmasked Estep 
Score: -27933670.000000 Penalty: 3059.104492
	Iteration 0F: 2 clusters Score -2.793367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113684 members 
Mstep: Class 2 contains 113860 members 
Entering Unmasked Estep 
Score: -27786692.000000 Penalty: 6118.208984
	Iteration 0F: 3 clusters Score -2.778669e+07 nChanged 109454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113662 members 
Mstep: Class 2 contains 113882 members 
Entering Unmasked Estep 
Score: -27852222.000000 Penalty: 6118.208984
	Iteration 1F: 3 clusters Score -2.785222e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113098 members 
Mstep: Class 2 contains 114446 members 
Entering Unmasked Estep 
Score: -27855178.000000 Penalty: 6118.208984
	Iteration 2Q: 3 clusters Score -2.785518e+07 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111815 members 
Mstep: Class 2 contains 115729 members 
Entering Unmasked Estep 
Score: -27858900.000000 Penalty: 6118.208984
	Iteration 3Q: 3 clusters Score -2.78589e+07 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109368 members 
Mstep: Class 2 contains 118176 members 
Entering Unmasked Estep 
Score: -27864362.000000 Penalty: 6118.208984
	Iteration 4Q: 3 clusters Score -2.786436e+07 nChanged 13139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105229 members 
Mstep: Class 2 contains 122315 members 
Entering Unmasked Estep 
Score: -27872490.000000 Penalty: 6118.208984
	Iteration 5F: 3 clusters Score -2.787249e+07 nChanged 15330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99065 members 
Mstep: Class 2 contains 128479 members 
Entering Unmasked Estep 
Score: -27884066.000000 Penalty: 6118.208984
	Iteration 6F: 3 clusters Score -2.788407e+07 nChanged 16441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 135024 members 
Entering Unmasked Estep 
Score: -27897234.000000 Penalty: 6118.208984
	Iteration 7F: 3 clusters Score -2.789723e+07 nChanged 14294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87274 members 
Mstep: Class 2 contains 140270 members 
Entering Unmasked Estep 
Score: -27906146.000000 Penalty: 6118.208984
	Iteration 8F: 3 clusters Score -2.790615e+07 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83401 members 
Mstep: Class 2 contains 144143 members 
Entering Unmasked Estep 
Score: -27910078.000000 Penalty: 6118.208984
	Iteration 9Q: 3 clusters Score -2.791008e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80028 members 
Mstep: Class 2 contains 147516 members 
Entering Unmasked Estep 
Score: -27911992.000000 Penalty: 6118.208984
	Iteration 10Q: 3 clusters Score -2.791199e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 150975 members 
Entering Unmasked Estep 
Score: -27913036.000000 Penalty: 6118.208984
	Iteration 11Q: 3 clusters Score -2.791304e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73020 members 
Mstep: Class 2 contains 154524 members 
Entering Unmasked Estep 
Score: -27914268.000000 Penalty: 6118.208984
	Iteration 12Q: 3 clusters Score -2.791427e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69381 members 
Mstep: Class 2 contains 158163 members 
Entering Unmasked Estep 
Score: -27915306.000000 Penalty: 6118.208984
	Iteration 13Q: 3 clusters Score -2.791531e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 161875 members 
Entering Unmasked Estep 
Score: -27916426.000000 Penalty: 6118.208984
	Iteration 14Q: 3 clusters Score -2.791643e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61975 members 
Mstep: Class 2 contains 165569 members 
Entering Unmasked Estep 
Score: -27917668.000000 Penalty: 6118.208984
	Iteration 15Q: 3 clusters Score -2.791767e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 169331 members 
Entering Unmasked Estep 
Score: -27918624.000000 Penalty: 6118.208984
	Iteration 16Q: 3 clusters Score -2.791862e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54320 members 
Mstep: Class 2 contains 173224 members 
Entering Unmasked Estep 
Score: -27919532.000000 Penalty: 6118.208984
	Iteration 17Q: 3 clusters Score -2.791953e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 177215 members 
Entering Unmasked Estep 
Score: -27920712.000000 Penalty: 6118.208984
	Iteration 18Q: 3 clusters Score -2.792071e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 181200 members 
Entering Unmasked Estep 
Score: -27922122.000000 Penalty: 6118.208984
	Iteration 19Q: 3 clusters Score -2.792212e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 185142 members 
Entering Unmasked Estep 
Score: -27923326.000000 Penalty: 6118.208984
	Iteration 20F: 3 clusters Score -2.792333e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 189065 members 
Entering Unmasked Estep 
Score: -27924562.000000 Penalty: 6118.208984
	Iteration 21Q: 3 clusters Score -2.792456e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 192840 members 
Entering Unmasked Estep 
Score: -27925662.000000 Penalty: 6118.208984
	Iteration 22Q: 3 clusters Score -2.792566e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 196292 members 
Entering Unmasked Estep 
Score: -27926666.000000 Penalty: 6118.208984
	Iteration 23Q: 3 clusters Score -2.792667e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 199539 members 
Entering Unmasked Estep 
Score: -27927794.000000 Penalty: 6118.208984
	Iteration 24Q: 3 clusters Score -2.792779e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 202546 members 
Entering Unmasked Estep 
Score: -27928580.000000 Penalty: 6118.208984
	Iteration 25Q: 3 clusters Score -2.792858e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 205209 members 
Entering Unmasked Estep 
Score: -27929256.000000 Penalty: 6118.208984
	Iteration 26Q: 3 clusters Score -2.792926e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 207605 members 
Entering Unmasked Estep 
Score: -27929678.000000 Penalty: 6118.208984
	Iteration 27Q: 3 clusters Score -2.792968e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 209693 members 
Entering Unmasked Estep 
Score: -27930114.000000 Penalty: 6118.208984
	Iteration 28Q: 3 clusters Score -2.793011e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 211561 members 
Entering Unmasked Estep 
Score: -27930560.000000 Penalty: 6118.208984
	Iteration 29Q: 3 clusters Score -2.793056e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 213154 members 
Entering Unmasked Estep 
Score: -27930910.000000 Penalty: 6118.208984
	Iteration 30Q: 3 clusters Score -2.793091e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 214493 members 
Entering Unmasked Estep 
Score: -27931276.000000 Penalty: 6118.208984
	Iteration 31Q: 3 clusters Score -2.793128e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 215653 members 
Entering Unmasked Estep 
Score: -27931638.000000 Penalty: 6118.208984
	Iteration 32Q: 3 clusters Score -2.793164e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 216694 members 
Entering Unmasked Estep 
Score: -27931910.000000 Penalty: 6118.208984
	Iteration 33Q: 3 clusters Score -2.793191e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 217646 members 
Entering Unmasked Estep 
Score: -27932102.000000 Penalty: 6118.208984
	Iteration 34Q: 3 clusters Score -2.79321e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 218458 members 
Entering Unmasked Estep 
Score: -27932168.000000 Penalty: 6118.208984
	Iteration 35Q: 3 clusters Score -2.793217e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 219138 members 
Entering Unmasked Estep 
Score: -27932246.000000 Penalty: 6118.208984
	Iteration 36Q: 3 clusters Score -2.793225e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 219728 members 
Entering Unmasked Estep 
Score: -27932394.000000 Penalty: 6118.208984
	Iteration 37Q: 3 clusters Score -2.793239e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 220212 members 
Entering Unmasked Estep 
Score: -27932502.000000 Penalty: 6118.208984
	Iteration 38Q: 3 clusters Score -2.79325e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 220638 members 
Entering Unmasked Estep 
Score: -27932530.000000 Penalty: 6118.208984
	Iteration 39Q: 3 clusters Score -2.793253e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 221022 members 
Entering Unmasked Estep 
Score: -27932478.000000 Penalty: 6118.208984
	Iteration 40F: 3 clusters Score -2.793248e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 221346 members 
Entering Unmasked Estep 
Score: -27932414.000000 Penalty: 6118.208984
	Iteration 41Q: 3 clusters Score -2.793241e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 221641 members 
Entering Unmasked Estep 
Score: -27932442.000000 Penalty: 6118.208984
	Iteration 42Q: 3 clusters Score -2.793244e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 221923 members 
Entering Unmasked Estep 
Score: -27932486.000000 Penalty: 6118.208984
	Iteration 43Q: 3 clusters Score -2.793249e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 222168 members 
Entering Unmasked Estep 
Score: -27932540.000000 Penalty: 6118.208984
	Iteration 44Q: 3 clusters Score -2.793254e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 222384 members 
Entering Unmasked Estep 
Score: -27932576.000000 Penalty: 6118.208984
	Iteration 45Q: 3 clusters Score -2.793258e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 222554 members 
Entering Unmasked Estep 
Score: -27932564.000000 Penalty: 6118.208984
	Iteration 46Q: 3 clusters Score -2.793256e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 222716 members 
Entering Unmasked Estep 
Score: -27932602.000000 Penalty: 6118.208984
	Iteration 47Q: 3 clusters Score -2.79326e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 222842 members 
Entering Unmasked Estep 
Score: -27932582.000000 Penalty: 6118.208984
	Iteration 48Q: 3 clusters Score -2.793258e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 222948 members 
Entering Unmasked Estep 
Score: -27932596.000000 Penalty: 6118.208984
	Iteration 49Q: 3 clusters Score -2.79326e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 223049 members 
Entering Unmasked Estep 
Score: -27932610.000000 Penalty: 6118.208984
	Iteration 50Q: 3 clusters Score -2.793261e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 223137 members 
Entering Unmasked Estep 
Score: -27932544.000000 Penalty: 6118.208984
	Iteration 51Q: 3 clusters Score -2.793254e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 223212 members 
Entering Unmasked Estep 
Score: -27932566.000000 Penalty: 6118.208984
	Iteration 52Q: 3 clusters Score -2.793257e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 223270 members 
Entering Unmasked Estep 
Score: -27932502.000000 Penalty: 6118.208984
	Iteration 53Q: 3 clusters Score -2.79325e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 223320 members 
Entering Unmasked Estep 
Score: -27932544.000000 Penalty: 6118.208984
	Iteration 54Q: 3 clusters Score -2.793254e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 223377 members 
Entering Unmasked Estep 
Score: -27932530.000000 Penalty: 6118.208984
	Iteration 55Q: 3 clusters Score -2.793253e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 223427 members 
Entering Unmasked Estep 
Score: -27932494.000000 Penalty: 6118.208984
	Iteration 56Q: 3 clusters Score -2.793249e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 223480 members 
Entering Unmasked Estep 
Score: -27932498.000000 Penalty: 6118.208984
	Iteration 57Q: 3 clusters Score -2.79325e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 223531 members 
Entering Unmasked Estep 
Score: -27932492.000000 Penalty: 6118.208984
	Iteration 58Q: 3 clusters Score -2.793249e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 223588 members 
Entering Unmasked Estep 
Score: -27932470.000000 Penalty: 6118.208984
	Iteration 59Q: 3 clusters Score -2.793247e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 223643 members 
Entering Unmasked Estep 
Score: -27932484.000000 Penalty: 6118.208984
	Iteration 60F: 3 clusters Score -2.793248e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 223699 members 
Entering Unmasked Estep 
Score: -27932518.000000 Penalty: 6118.208984
	Iteration 61Q: 3 clusters Score -2.793252e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 223752 members 
Entering Unmasked Estep 
Score: -27932514.000000 Penalty: 6118.208984
	Iteration 62Q: 3 clusters Score -2.793251e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 223801 members 
Entering Unmasked Estep 
Score: -27932506.000000 Penalty: 6118.208984
	Iteration 63Q: 3 clusters Score -2.793251e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 223863 members 
Entering Unmasked Estep 
Score: -27932524.000000 Penalty: 6118.208984
	Iteration 64Q: 3 clusters Score -2.793252e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 223918 members 
Entering Unmasked Estep 
Score: -27932524.000000 Penalty: 6118.208984
	Iteration 65Q: 3 clusters Score -2.793252e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 223964 members 
Entering Unmasked Estep 
Score: -27932510.000000 Penalty: 6118.208984
	Iteration 66Q: 3 clusters Score -2.793251e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 224008 members 
Entering Unmasked Estep 
Score: -27932474.000000 Penalty: 6118.208984
	Iteration 67Q: 3 clusters Score -2.793247e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 224048 members 
Entering Unmasked Estep 
Score: -27932464.000000 Penalty: 6118.208984
	Iteration 68Q: 3 clusters Score -2.793246e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 224080 members 
Entering Unmasked Estep 
Score: -27932470.000000 Penalty: 6118.208984
	Iteration 69Q: 3 clusters Score -2.793247e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 224110 members 
Entering Unmasked Estep 
Score: -27932502.000000 Penalty: 6118.208984
	Iteration 70Q: 3 clusters Score -2.79325e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 224136 members 
Entering Unmasked Estep 
Score: -27932482.000000 Penalty: 6118.208984
	Iteration 71Q: 3 clusters Score -2.793248e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 224159 members 
Entering Unmasked Estep 
Score: -27932496.000000 Penalty: 6118.208984
	Iteration 72Q: 3 clusters Score -2.79325e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 224186 members 
Entering Unmasked Estep 
Score: -27932496.000000 Penalty: 6118.208984
	Iteration 73Q: 3 clusters Score -2.79325e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 224204 members 
Entering Unmasked Estep 
Score: -27932470.000000 Penalty: 6118.208984
	Iteration 74Q: 3 clusters Score -2.793247e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 224220 members 
Entering Unmasked Estep 
Score: -27932490.000000 Penalty: 6118.208984
	Iteration 75Q: 3 clusters Score -2.793249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 224229 members 
Entering Unmasked Estep 
Score: -27932498.000000 Penalty: 6118.208984
	Iteration 76Q: 3 clusters Score -2.79325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 224242 members 
Entering Unmasked Estep 
Score: -27932496.000000 Penalty: 6118.208984
	Iteration 77Q: 3 clusters Score -2.79325e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 224252 members 
Entering Unmasked Estep 
Score: -27932492.000000 Penalty: 6118.208984
	Iteration 78Q: 3 clusters Score -2.793249e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 224265 members 
Entering Unmasked Estep 
Score: -27932508.000000 Penalty: 6118.208984
	Iteration 79Q: 3 clusters Score -2.793251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 224275 members 
Entering Unmasked Estep 
Score: -27932486.000000 Penalty: 6118.208984
	Iteration 80F: 3 clusters Score -2.793249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 224288 members 
Entering Unmasked Estep 
Score: -27932514.000000 Penalty: 6118.208984
	Iteration 81Q: 3 clusters Score -2.793251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 224296 members 
Entering Unmasked Estep 
Score: -27932506.000000 Penalty: 6118.208984
	Iteration 82Q: 3 clusters Score -2.793251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 224300 members 
Entering Unmasked Estep 
Score: -27932502.000000 Penalty: 6118.208984
	Iteration 83Q: 3 clusters Score -2.79325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 224304 members 
Entering Unmasked Estep 
Score: -27932516.000000 Penalty: 6118.208984
	Iteration 84Q: 3 clusters Score -2.793252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 224305 members 
Entering Unmasked Estep 
Score: -27932506.000000 Penalty: 6118.208984
	Iteration 85Q: 3 clusters Score -2.793251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 224307 members 
Entering Unmasked Estep 
Score: -27932500.000000 Penalty: 6118.208984
	Iteration 86Q: 3 clusters Score -2.79325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 224309 members 
Entering Unmasked Estep 
Score: -27932500.000000 Penalty: 6118.208984
	Iteration 87Q: 3 clusters Score -2.79325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 224311 members 
Entering Unmasked Estep 
Score: -27932500.000000 Penalty: 6118.208984
	Iteration 88Q: 3 clusters Score -2.79325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 224312 members 
Entering Unmasked Estep 
Score: -27932510.000000 Penalty: 6118.208984
	Iteration 89Q: 3 clusters Score -2.793251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 224312 members 
Entering Unmasked Estep 
Score: -27932510.000000 Penalty: 6118.208984
	Iteration 90Q: 3 clusters Score -2.793251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 224315 members 
Entering Unmasked Estep 
Score: -27932504.000000 Penalty: 6118.208984
	Iteration 91Q: 3 clusters Score -2.79325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 224318 members 
Entering Unmasked Estep 
Score: -27932502.000000 Penalty: 6118.208984
	Iteration 92Q: 3 clusters Score -2.79325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 224318 members 
Entering Unmasked Estep 
Score: -27932502.000000 Penalty: 6118.208984
	Iteration 93F: 3 clusters Score -2.79325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -175499.046875 Penalty: 1803.210083
	Iteration 0F: 2 clusters Score -175499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -173301.906250 Penalty: 3606.420166
	Iteration 0F: 3 clusters Score -173301.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -173642.500000 Penalty: 3606.420166
	Iteration 1F: 3 clusters Score -173642.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -173746.140625 Penalty: 3606.420166
	Iteration 2F: 3 clusters Score -173746.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -173792.421875 Penalty: 3606.420166
	Iteration 3Q: 3 clusters Score -173792.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -173831.546875 Penalty: 3606.420166
	Iteration 4Q: 3 clusters Score -173831.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -173857.015625 Penalty: 3606.420166
	Iteration 5Q: 3 clusters Score -173857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -173871.031250 Penalty: 3606.420166
	Iteration 6Q: 3 clusters Score -173871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -173882.640625 Penalty: 3606.420166
	Iteration 7Q: 3 clusters Score -173882.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -173893.546875 Penalty: 3606.420166
	Iteration 8Q: 3 clusters Score -173893.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -173910.718750 Penalty: 3606.420166
	Iteration 9Q: 3 clusters Score -173910.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -173923.640625 Penalty: 3606.420166
	Iteration 10Q: 3 clusters Score -173923.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -173941.421875 Penalty: 3606.420166
	Iteration 11Q: 3 clusters Score -173941.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -173952.140625 Penalty: 3606.420166
	Iteration 12Q: 3 clusters Score -173952.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -173963.562500 Penalty: 3606.420166
	Iteration 13Q: 3 clusters Score -173963.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -173971.531250 Penalty: 3606.420166
	Iteration 14Q: 3 clusters Score -173971.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -173978.796875 Penalty: 3606.420166
	Iteration 15Q: 3 clusters Score -173978.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -173983.437500 Penalty: 3606.420166
	Iteration 16Q: 3 clusters Score -173983.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -173987.609375 Penalty: 3606.420166
	Iteration 17Q: 3 clusters Score -173987.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -173989.531250 Penalty: 3606.420166
	Iteration 18Q: 3 clusters Score -173989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -173990.125000 Penalty: 3606.420166
	Iteration 19Q: 3 clusters Score -173990.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -173990.125000 Penalty: 3606.420166
	Iteration 20F: 3 clusters Score -173990.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Entering Unmasked Estep 
Score: -339683.937500 Penalty: 1997.442871
	Iteration 0F: 2 clusters Score -339683.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -336408.750000 Penalty: 3994.885742
	Iteration 0F: 3 clusters Score -336408.8 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -337284.875000 Penalty: 3994.885742
	Iteration 1F: 3 clusters Score -337284.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -337688.156250 Penalty: 3994.885742
	Iteration 2F: 3 clusters Score -337688.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -337989.093750 Penalty: 3994.885742
	Iteration 3F: 3 clusters Score -337989.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -338272.968750 Penalty: 3994.885742
	Iteration 4F: 3 clusters Score -338273 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -338509.656250 Penalty: 3994.885742
	Iteration 5F: 3 clusters Score -338509.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -338653.531250 Penalty: 3994.885742
	Iteration 6Q: 3 clusters Score -338653.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -338755.062500 Penalty: 3994.885742
	Iteration 7Q: 3 clusters Score -338755.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -338833.656250 Penalty: 3994.885742
	Iteration 8Q: 3 clusters Score -338833.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -338893.406250 Penalty: 3994.885742
	Iteration 9Q: 3 clusters Score -338893.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -338979.031250 Penalty: 3994.885742
	Iteration 10Q: 3 clusters Score -338979 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -339054.906250 Penalty: 3994.885742
	Iteration 11Q: 3 clusters Score -339054.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -339135.750000 Penalty: 3994.885742
	Iteration 12Q: 3 clusters Score -339135.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -339225.843750 Penalty: 3994.885742
	Iteration 13Q: 3 clusters Score -339225.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -339290.218750 Penalty: 3994.885742
	Iteration 14Q: 3 clusters Score -339290.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -339324.250000 Penalty: 3994.885742
	Iteration 15Q: 3 clusters Score -339324.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -339347.312500 Penalty: 3994.885742
	Iteration 16Q: 3 clusters Score -339347.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -339381.468750 Penalty: 3994.885742
	Iteration 17Q: 3 clusters Score -339381.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -339408.937500 Penalty: 3994.885742
	Iteration 18Q: 3 clusters Score -339408.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -339427.937500 Penalty: 3994.885742
	Iteration 19Q: 3 clusters Score -339427.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -339454.593750 Penalty: 3994.885742
	Iteration 20F: 3 clusters Score -339454.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -339477.968750 Penalty: 3994.885742
	Iteration 21Q: 3 clusters Score -339478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -339500.187500 Penalty: 3994.885742
	Iteration 22Q: 3 clusters Score -339500.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -339514.156250 Penalty: 3994.885742
	Iteration 23Q: 3 clusters Score -339514.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -339520.593750 Penalty: 3994.885742
	Iteration 24Q: 3 clusters Score -339520.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -339525.656250 Penalty: 3994.885742
	Iteration 25Q: 3 clusters Score -339525.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -339531.312500 Penalty: 3994.885742
	Iteration 26Q: 3 clusters Score -339531.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -339534.593750 Penalty: 3994.885742
	Iteration 27Q: 3 clusters Score -339534.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -339536.687500 Penalty: 3994.885742
	Iteration 28Q: 3 clusters Score -339536.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -339537.000000 Penalty: 3994.885742
	Iteration 29Q: 3 clusters Score -339537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -339537.218750 Penalty: 3994.885742
	Iteration 30Q: 3 clusters Score -339537.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -339537.218750 Penalty: 3994.885742
	Iteration 31F: 3 clusters Score -339537.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Entering Unmasked Estep 
Score: -1367879.625000 Penalty: 2320.137207
	Iteration 0F: 2 clusters Score -1367880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1359331.750000 Penalty: 4640.274414
	Iteration 0F: 3 clusters Score -1359332 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1362036.375000 Penalty: 4640.274414
	Iteration 1F: 3 clusters Score -1362036 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1362523.250000 Penalty: 4640.274414
	Iteration 2F: 3 clusters Score -1362523 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1363068.125000 Penalty: 4640.274414
	Iteration 3F: 3 clusters Score -1363068 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1363714.625000 Penalty: 4640.274414
	Iteration 4F: 3 clusters Score -1363715 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1364476.625000 Penalty: 4640.274414
	Iteration 5F: 3 clusters Score -1364477 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1365290.750000 Penalty: 4640.274414
	Iteration 6F: 3 clusters Score -1365291 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1365842.875000 Penalty: 4640.274414
	Iteration 7F: 3 clusters Score -1365843 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1366156.750000 Penalty: 4640.274414
	Iteration 8Q: 3 clusters Score -1366157 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1366329.625000 Penalty: 4640.274414
	Iteration 9Q: 3 clusters Score -1366330 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1366454.375000 Penalty: 4640.274414
	Iteration 10Q: 3 clusters Score -1366454 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1366556.000000 Penalty: 4640.274414
	Iteration 11Q: 3 clusters Score -1366556 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1366657.375000 Penalty: 4640.274414
	Iteration 12Q: 3 clusters Score -1366657 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1366737.875000 Penalty: 4640.274414
	Iteration 13Q: 3 clusters Score -1366738 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1366813.000000 Penalty: 4640.274414
	Iteration 14Q: 3 clusters Score -1366813 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1366888.875000 Penalty: 4640.274414
	Iteration 15Q: 3 clusters Score -1366889 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1366964.750000 Penalty: 4640.274414
	Iteration 16Q: 3 clusters Score -1366965 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1367039.000000 Penalty: 4640.274414
	Iteration 17Q: 3 clusters Score -1367039 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1367096.375000 Penalty: 4640.274414
	Iteration 18Q: 3 clusters Score -1367096 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1367142.250000 Penalty: 4640.274414
	Iteration 19Q: 3 clusters Score -1367142 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1367179.250000 Penalty: 4640.274414
	Iteration 20F: 3 clusters Score -1367179 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1367223.750000 Penalty: 4640.274414
	Iteration 21Q: 3 clusters Score -1367224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1367254.875000 Penalty: 4640.274414
	Iteration 22Q: 3 clusters Score -1367255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1367282.000000 Penalty: 4640.274414
	Iteration 23Q: 3 clusters Score -1367282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1367299.500000 Penalty: 4640.274414
	Iteration 24Q: 3 clusters Score -1367300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1367311.000000 Penalty: 4640.274414
	Iteration 25Q: 3 clusters Score -1367311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1367320.750000 Penalty: 4640.274414
	Iteration 26Q: 3 clusters Score -1367321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1367326.750000 Penalty: 4640.274414
	Iteration 27Q: 3 clusters Score -1367327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1367331.625000 Penalty: 4640.274414
	Iteration 28Q: 3 clusters Score -1367332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1367337.750000 Penalty: 4640.274414
	Iteration 29Q: 3 clusters Score -1367338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1367338.375000 Penalty: 4640.274414
	Iteration 30Q: 3 clusters Score -1367338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1367339.875000 Penalty: 4640.274414
	Iteration 31Q: 3 clusters Score -1367340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1367343.000000 Penalty: 4640.274414
	Iteration 32Q: 3 clusters Score -1367343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1367343.375000 Penalty: 4640.274414
	Iteration 33Q: 3 clusters Score -1367343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1367343.500000 Penalty: 4640.274414
	Iteration 34Q: 3 clusters Score -1367344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1367343.500000 Penalty: 4640.274414
	Iteration 35F: 3 clusters Score -1367344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -68782.031250 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -68782.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67247.117188 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -67247.12 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67652.289062 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -67652.29 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -67869.718750 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -67869.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -68056.312500 Penalty: 3193.917725
	Iteration 3F: 3 clusters Score -68056.31 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -68318.250000 Penalty: 3193.917725
	Iteration 4F: 3 clusters Score -68318.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -68569.820312 Penalty: 3193.917725
	Iteration 5F: 3 clusters Score -68569.82 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -68804.445312 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -68804.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -69130.796875 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -69130.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -69338.804688 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -69338.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -69355.460938 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -69355.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -69358.000000 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -69358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -69362.859375 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -69362.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -69362.859375 Penalty: 3193.917725
	Iteration 12F: 3 clusters Score -69362.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264151 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 9604 members 
Mstep: Class 4 contains 227544 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 11561 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 2015 members 
Mstep: Class 10 contains 233049 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 30690 members 
Mstep: Class 13 contains 183585 members 
Mstep: Class 14 contains 1345 members 
Mstep: Class 15 contains 53619 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 14790 members 
Mstep: Class 18 contains 59498 members 
Mstep: Class 19 contains 53853 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3825 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4615 members 
Mstep: Class 24 contains 3062 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 7266 members 
Mstep: Class 28 contains 9341 members 
Mstep: Class 29 contains 47100 members 
Mstep: Class 30 contains 7752 members 
Mstep: Class 31 contains 181 members 
Entering Unmasked Estep 
Score: -148008928.000000 Penalty: 107901.867188
Splitting cluster 8 changes total score from -148008976.000000 to -148008928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Entering Unmasked Estep 
Score: -239013.687500 Penalty: 1886.876953
	Iteration 0F: 2 clusters Score -239013.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -236348.562500 Penalty: 3773.753906
	Iteration 0F: 3 clusters Score -236348.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -236850.687500 Penalty: 3773.753906
	Iteration 1F: 3 clusters Score -236850.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -236975.109375 Penalty: 3773.753906
	Iteration 2F: 3 clusters Score -236975.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -237049.437500 Penalty: 3773.753906
	Iteration 3Q: 3 clusters Score -237049.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -237096.703125 Penalty: 3773.753906
	Iteration 4Q: 3 clusters Score -237096.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -237125.546875 Penalty: 3773.753906
	Iteration 5Q: 3 clusters Score -237125.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -237150.562500 Penalty: 3773.753906
	Iteration 6Q: 3 clusters Score -237150.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -237167.375000 Penalty: 3773.753906
	Iteration 7Q: 3 clusters Score -237167.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -237181.406250 Penalty: 3773.753906
	Iteration 8Q: 3 clusters Score -237181.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -237191.703125 Penalty: 3773.753906
	Iteration 9Q: 3 clusters Score -237191.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -237196.468750 Penalty: 3773.753906
	Iteration 10Q: 3 clusters Score -237196.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -237200.703125 Penalty: 3773.753906
	Iteration 11Q: 3 clusters Score -237200.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -237204.125000 Penalty: 3773.753906
	Iteration 12Q: 3 clusters Score -237204.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -237207.718750 Penalty: 3773.753906
	Iteration 13Q: 3 clusters Score -237207.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -237209.656250 Penalty: 3773.753906
	Iteration 14Q: 3 clusters Score -237209.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -237211.078125 Penalty: 3773.753906
	Iteration 15Q: 3 clusters Score -237211.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -237212.421875 Penalty: 3773.753906
	Iteration 16Q: 3 clusters Score -237212.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -237214.656250 Penalty: 3773.753906
	Iteration 17Q: 3 clusters Score -237214.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -237216.375000 Penalty: 3773.753906
	Iteration 18Q: 3 clusters Score -237216.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -237216.796875 Penalty: 3773.753906
	Iteration 19Q: 3 clusters Score -237216.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -237216.796875 Penalty: 3773.753906
	Iteration 20F: 3 clusters Score -237216.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (233049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233049 members 
Entering Unmasked Estep 
Score: -28172732.000000 Penalty: 3065.032959
	Iteration 0F: 2 clusters Score -2.817273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116173 members 
Mstep: Class 2 contains 116876 members 
Entering Unmasked Estep 
Score: -28024412.000000 Penalty: 6130.065918
	Iteration 0F: 3 clusters Score -2.802441e+07 nChanged 112695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108814 members 
Mstep: Class 2 contains 124235 members 
Entering Unmasked Estep 
Score: -28091320.000000 Penalty: 6130.065918
	Iteration 1F: 3 clusters Score -2.809132e+07 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104159 members 
Mstep: Class 2 contains 128890 members 
Entering Unmasked Estep 
Score: -28094176.000000 Penalty: 6130.065918
	Iteration 2Q: 3 clusters Score -2.809418e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97088 members 
Mstep: Class 2 contains 135961 members 
Entering Unmasked Estep 
Score: -28099282.000000 Penalty: 6130.065918
	Iteration 3Q: 3 clusters Score -2.809928e+07 nChanged 14190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87094 members 
Mstep: Class 2 contains 145955 members 
Entering Unmasked Estep 
Score: -28107472.000000 Penalty: 6130.065918
	Iteration 4F: 3 clusters Score -2.810747e+07 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74408 members 
Mstep: Class 2 contains 158641 members 
Entering Unmasked Estep 
Score: -28119684.000000 Penalty: 6130.065918
	Iteration 5F: 3 clusters Score -2.811968e+07 nChanged 17377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 172048 members 
Entering Unmasked Estep 
Score: -28132732.000000 Penalty: 6130.065918
	Iteration 6F: 3 clusters Score -2.813273e+07 nChanged 15053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 184055 members 
Entering Unmasked Estep 
Score: -28144926.000000 Penalty: 6130.065918
	Iteration 7F: 3 clusters Score -2.814493e+07 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 193747 members 
Entering Unmasked Estep 
Score: -28153708.000000 Penalty: 6130.065918
	Iteration 8F: 3 clusters Score -2.815371e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 200684 members 
Entering Unmasked Estep 
Score: -28159476.000000 Penalty: 6130.065918
	Iteration 9Q: 3 clusters Score -2.815948e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 205422 members 
Entering Unmasked Estep 
Score: -28162934.000000 Penalty: 6130.065918
	Iteration 10Q: 3 clusters Score -2.816293e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 208955 members 
Entering Unmasked Estep 
Score: -28164796.000000 Penalty: 6130.065918
	Iteration 11Q: 3 clusters Score -2.81648e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 211811 members 
Entering Unmasked Estep 
Score: -28166060.000000 Penalty: 6130.065918
	Iteration 12Q: 3 clusters Score -2.816606e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 214299 members 
Entering Unmasked Estep 
Score: -28166850.000000 Penalty: 6130.065918
	Iteration 13Q: 3 clusters Score -2.816685e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 216455 members 
Entering Unmasked Estep 
Score: -28167520.000000 Penalty: 6130.065918
	Iteration 14Q: 3 clusters Score -2.816752e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 218292 members 
Entering Unmasked Estep 
Score: -28168010.000000 Penalty: 6130.065918
	Iteration 15Q: 3 clusters Score -2.816801e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 219887 members 
Entering Unmasked Estep 
Score: -28168450.000000 Penalty: 6130.065918
	Iteration 16Q: 3 clusters Score -2.816845e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 221263 members 
Entering Unmasked Estep 
Score: -28168802.000000 Penalty: 6130.065918
	Iteration 17Q: 3 clusters Score -2.81688e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 222446 members 
Entering Unmasked Estep 
Score: -28169136.000000 Penalty: 6130.065918
	Iteration 18Q: 3 clusters Score -2.816914e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 223510 members 
Entering Unmasked Estep 
Score: -28169460.000000 Penalty: 6130.065918
	Iteration 19Q: 3 clusters Score -2.816946e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 224422 members 
Entering Unmasked Estep 
Score: -28169718.000000 Penalty: 6130.065918
	Iteration 20F: 3 clusters Score -2.816972e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 225194 members 
Entering Unmasked Estep 
Score: -28169880.000000 Penalty: 6130.065918
	Iteration 21Q: 3 clusters Score -2.816988e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 225848 members 
Entering Unmasked Estep 
Score: -28170108.000000 Penalty: 6130.065918
	Iteration 22Q: 3 clusters Score -2.817011e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 226417 members 
Entering Unmasked Estep 
Score: -28170140.000000 Penalty: 6130.065918
	Iteration 23Q: 3 clusters Score -2.817014e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 226946 members 
Entering Unmasked Estep 
Score: -28170226.000000 Penalty: 6130.065918
	Iteration 24Q: 3 clusters Score -2.817023e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 227407 members 
Entering Unmasked Estep 
Score: -28170322.000000 Penalty: 6130.065918
	Iteration 25Q: 3 clusters Score -2.817032e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 227810 members 
Entering Unmasked Estep 
Score: -28170332.000000 Penalty: 6130.065918
	Iteration 26Q: 3 clusters Score -2.817033e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 228153 members 
Entering Unmasked Estep 
Score: -28170404.000000 Penalty: 6130.065918
	Iteration 27Q: 3 clusters Score -2.81704e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 228439 members 
Entering Unmasked Estep 
Score: -28170400.000000 Penalty: 6130.065918
	Iteration 28Q: 3 clusters Score -2.81704e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 228681 members 
Entering Unmasked Estep 
Score: -28170382.000000 Penalty: 6130.065918
	Iteration 29Q: 3 clusters Score -2.817038e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 228894 members 
Entering Unmasked Estep 
Score: -28170422.000000 Penalty: 6130.065918
	Iteration 30Q: 3 clusters Score -2.817042e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 229064 members 
Entering Unmasked Estep 
Score: -28170458.000000 Penalty: 6130.065918
	Iteration 31Q: 3 clusters Score -2.817046e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 229201 members 
Entering Unmasked Estep 
Score: -28170514.000000 Penalty: 6130.065918
	Iteration 32Q: 3 clusters Score -2.817051e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 229334 members 
Entering Unmasked Estep 
Score: -28170506.000000 Penalty: 6130.065918
	Iteration 33Q: 3 clusters Score -2.817051e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 229449 members 
Entering Unmasked Estep 
Score: -28170546.000000 Penalty: 6130.065918
	Iteration 34Q: 3 clusters Score -2.817055e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 229553 members 
Entering Unmasked Estep 
Score: -28170522.000000 Penalty: 6130.065918
	Iteration 35Q: 3 clusters Score -2.817052e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 229634 members 
Entering Unmasked Estep 
Score: -28170560.000000 Penalty: 6130.065918
	Iteration 36Q: 3 clusters Score -2.817056e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 229714 members 
Entering Unmasked Estep 
Score: -28170592.000000 Penalty: 6130.065918
	Iteration 37Q: 3 clusters Score -2.817059e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 229783 members 
Entering Unmasked Estep 
Score: -28170582.000000 Penalty: 6130.065918
	Iteration 38Q: 3 clusters Score -2.817058e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 229835 members 
Entering Unmasked Estep 
Score: -28170576.000000 Penalty: 6130.065918
	Iteration 39Q: 3 clusters Score -2.817058e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 229891 members 
Entering Unmasked Estep 
Score: -28170580.000000 Penalty: 6130.065918
	Iteration 40F: 3 clusters Score -2.817058e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 229937 members 
Entering Unmasked Estep 
Score: -28170618.000000 Penalty: 6130.065918
	Iteration 41Q: 3 clusters Score -2.817062e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 229969 members 
Entering Unmasked Estep 
Score: -28170614.000000 Penalty: 6130.065918
	Iteration 42Q: 3 clusters Score -2.817061e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 229989 members 
Entering Unmasked Estep 
Score: -28170620.000000 Penalty: 6130.065918
	Iteration 43Q: 3 clusters Score -2.817062e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 230007 members 
Entering Unmasked Estep 
Score: -28170620.000000 Penalty: 6130.065918
	Iteration 44Q: 3 clusters Score -2.817062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 230023 members 
Entering Unmasked Estep 
Score: -28170640.000000 Penalty: 6130.065918
	Iteration 45Q: 3 clusters Score -2.817064e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 230043 members 
Entering Unmasked Estep 
Score: -28170650.000000 Penalty: 6130.065918
	Iteration 46Q: 3 clusters Score -2.817065e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 230056 members 
Entering Unmasked Estep 
Score: -28170654.000000 Penalty: 6130.065918
	Iteration 47Q: 3 clusters Score -2.817065e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 230068 members 
Entering Unmasked Estep 
Score: -28170658.000000 Penalty: 6130.065918
	Iteration 48Q: 3 clusters Score -2.817066e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 230083 members 
Entering Unmasked Estep 
Score: -28170662.000000 Penalty: 6130.065918
	Iteration 49Q: 3 clusters Score -2.817066e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 230098 members 
Entering Unmasked Estep 
Score: -28170678.000000 Penalty: 6130.065918
	Iteration 50Q: 3 clusters Score -2.817068e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 230108 members 
Entering Unmasked Estep 
Score: -28170696.000000 Penalty: 6130.065918
	Iteration 51Q: 3 clusters Score -2.81707e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 230116 members 
Entering Unmasked Estep 
Score: -28170680.000000 Penalty: 6130.065918
	Iteration 52Q: 3 clusters Score -2.817068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 230130 members 
Entering Unmasked Estep 
Score: -28170674.000000 Penalty: 6130.065918
	Iteration 53Q: 3 clusters Score -2.817067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 230137 members 
Entering Unmasked Estep 
Score: -28170658.000000 Penalty: 6130.065918
	Iteration 54Q: 3 clusters Score -2.817066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 230142 members 
Entering Unmasked Estep 
Score: -28170662.000000 Penalty: 6130.065918
	Iteration 55Q: 3 clusters Score -2.817066e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 230148 members 
Entering Unmasked Estep 
Score: -28170662.000000 Penalty: 6130.065918
	Iteration 56Q: 3 clusters Score -2.817066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 230160 members 
Entering Unmasked Estep 
Score: -28170658.000000 Penalty: 6130.065918
	Iteration 57Q: 3 clusters Score -2.817066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 230167 members 
Entering Unmasked Estep 
Score: -28170658.000000 Penalty: 6130.065918
	Iteration 58Q: 3 clusters Score -2.817066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 230172 members 
Entering Unmasked Estep 
Score: -28170676.000000 Penalty: 6130.065918
	Iteration 59Q: 3 clusters Score -2.817068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 230178 members 
Entering Unmasked Estep 
Score: -28170662.000000 Penalty: 6130.065918
	Iteration 60F: 3 clusters Score -2.817066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 230182 members 
Entering Unmasked Estep 
Score: -28170664.000000 Penalty: 6130.065918
	Iteration 61Q: 3 clusters Score -2.817066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 230185 members 
Entering Unmasked Estep 
Score: -28170662.000000 Penalty: 6130.065918
	Iteration 62Q: 3 clusters Score -2.817066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 230188 members 
Entering Unmasked Estep 
Score: -28170676.000000 Penalty: 6130.065918
	Iteration 63Q: 3 clusters Score -2.817068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 230189 members 
Entering Unmasked Estep 
Score: -28170670.000000 Penalty: 6130.065918
	Iteration 64Q: 3 clusters Score -2.817067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 230191 members 
Entering Unmasked Estep 
Score: -28170676.000000 Penalty: 6130.065918
	Iteration 65Q: 3 clusters Score -2.817068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 230192 members 
Entering Unmasked Estep 
Score: -28170672.000000 Penalty: 6130.065918
	Iteration 66Q: 3 clusters Score -2.817067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 230193 members 
Entering Unmasked Estep 
Score: -28170670.000000 Penalty: 6130.065918
	Iteration 67Q: 3 clusters Score -2.817067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 230195 members 
Entering Unmasked Estep 
Score: -28170680.000000 Penalty: 6130.065918
	Iteration 68Q: 3 clusters Score -2.817068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 230195 members 
Entering Unmasked Estep 
Score: -28170680.000000 Penalty: 6130.065918
	Iteration 69Q: 3 clusters Score -2.817068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 230196 members 
Entering Unmasked Estep 
Score: -28170684.000000 Penalty: 6130.065918
	Iteration 70Q: 3 clusters Score -2.817068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 230196 members 
Entering Unmasked Estep 
Score: -28170684.000000 Penalty: 6130.065918
	Iteration 71F: 3 clusters Score -2.817068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Entering Unmasked Estep 
Score: -379203.031250 Penalty: 2007.178589
	Iteration 0F: 2 clusters Score -379203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -375817.281250 Penalty: 4014.357178
	Iteration 0F: 3 clusters Score -375817.3 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -376580.187500 Penalty: 4014.357178
	Iteration 1F: 3 clusters Score -376580.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -376808.406250 Penalty: 4014.357178
	Iteration 2F: 3 clusters Score -376808.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -377018.718750 Penalty: 4014.357178
	Iteration 3F: 3 clusters Score -377018.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -377191.500000 Penalty: 4014.357178
	Iteration 4F: 3 clusters Score -377191.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -377372.281250 Penalty: 4014.357178
	Iteration 5F: 3 clusters Score -377372.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -377529.687500 Penalty: 4014.357178
	Iteration 6Q: 3 clusters Score -377529.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -377682.468750 Penalty: 4014.357178
	Iteration 7Q: 3 clusters Score -377682.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -377811.156250 Penalty: 4014.357178
	Iteration 8Q: 3 clusters Score -377811.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -377926.531250 Penalty: 4014.357178
	Iteration 9Q: 3 clusters Score -377926.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -378029.093750 Penalty: 4014.357178
	Iteration 10Q: 3 clusters Score -378029.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -378102.093750 Penalty: 4014.357178
	Iteration 11Q: 3 clusters Score -378102.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -378152.437500 Penalty: 4014.357178
	Iteration 12Q: 3 clusters Score -378152.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -378196.093750 Penalty: 4014.357178
	Iteration 13Q: 3 clusters Score -378196.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -378230.187500 Penalty: 4014.357178
	Iteration 14Q: 3 clusters Score -378230.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -378259.000000 Penalty: 4014.357178
	Iteration 15Q: 3 clusters Score -378259 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -378277.437500 Penalty: 4014.357178
	Iteration 16Q: 3 clusters Score -378277.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -378288.156250 Penalty: 4014.357178
	Iteration 17Q: 3 clusters Score -378288.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -378294.250000 Penalty: 4014.357178
	Iteration 18Q: 3 clusters Score -378294.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -378299.031250 Penalty: 4014.357178
	Iteration 19Q: 3 clusters Score -378299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -378302.968750 Penalty: 4014.357178
	Iteration 20F: 3 clusters Score -378303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -378305.093750 Penalty: 4014.357178
	Iteration 21Q: 3 clusters Score -378305.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -378306.062500 Penalty: 4014.357178
	Iteration 22Q: 3 clusters Score -378306.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -378308.187500 Penalty: 4014.357178
	Iteration 23Q: 3 clusters Score -378308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -378309.437500 Penalty: 4014.357178
	Iteration 24Q: 3 clusters Score -378309.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -378311.375000 Penalty: 4014.357178
	Iteration 25Q: 3 clusters Score -378311.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -378314.312500 Penalty: 4014.357178
	Iteration 26Q: 3 clusters Score -378314.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -378315.718750 Penalty: 4014.357178
	Iteration 27Q: 3 clusters Score -378315.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -378315.562500 Penalty: 4014.357178
	Iteration 28Q: 3 clusters Score -378315.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -378315.562500 Penalty: 4014.357178
	Iteration 29F: 3 clusters Score -378315.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Entering Unmasked Estep 
Score: -3447666.750000 Penalty: 2562.259521
	Iteration 0F: 2 clusters Score -3447667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -3426708.000000 Penalty: 5124.519043
	Iteration 0F: 3 clusters Score -3426708 nChanged 13819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3434221.250000 Penalty: 5124.519043
	Iteration 1F: 3 clusters Score -3434221 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -3434841.250000 Penalty: 5124.519043
	Iteration 2F: 3 clusters Score -3434841 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3435565.250000 Penalty: 5124.519043
	Iteration 3F: 3 clusters Score -3435565 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -3436562.250000 Penalty: 5124.519043
	Iteration 4F: 3 clusters Score -3436562 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -3437854.000000 Penalty: 5124.519043
	Iteration 5F: 3 clusters Score -3437854 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -3439363.500000 Penalty: 5124.519043
	Iteration 6F: 3 clusters Score -3439364 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3440662.250000 Penalty: 5124.519043
	Iteration 7F: 3 clusters Score -3440662 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -3441696.500000 Penalty: 5124.519043
	Iteration 8F: 3 clusters Score -3441696 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3442399.250000 Penalty: 5124.519043
	Iteration 9Q: 3 clusters Score -3442399 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -3442927.750000 Penalty: 5124.519043
	Iteration 10Q: 3 clusters Score -3442928 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -3443318.000000 Penalty: 5124.519043
	Iteration 11Q: 3 clusters Score -3443318 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -3443686.750000 Penalty: 5124.519043
	Iteration 12Q: 3 clusters Score -3443687 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -3444038.750000 Penalty: 5124.519043
	Iteration 13Q: 3 clusters Score -3444039 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3444372.500000 Penalty: 5124.519043
	Iteration 14Q: 3 clusters Score -3444372 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -3444688.750000 Penalty: 5124.519043
	Iteration 15Q: 3 clusters Score -3444689 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -3444992.750000 Penalty: 5124.519043
	Iteration 16Q: 3 clusters Score -3444993 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3445261.000000 Penalty: 5124.519043
	Iteration 17Q: 3 clusters Score -3445261 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -3445503.750000 Penalty: 5124.519043
	Iteration 18Q: 3 clusters Score -3445504 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -3445742.000000 Penalty: 5124.519043
	Iteration 19Q: 3 clusters Score -3445742 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -3445949.750000 Penalty: 5124.519043
	Iteration 20F: 3 clusters Score -3445950 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -3446151.750000 Penalty: 5124.519043
	Iteration 21Q: 3 clusters Score -3446152 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3446352.750000 Penalty: 5124.519043
	Iteration 22Q: 3 clusters Score -3446353 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -3446516.250000 Penalty: 5124.519043
	Iteration 23Q: 3 clusters Score -3446516 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -3446684.750000 Penalty: 5124.519043
	Iteration 24Q: 3 clusters Score -3446685 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -3446824.500000 Penalty: 5124.519043
	Iteration 25Q: 3 clusters Score -3446824 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -3446934.500000 Penalty: 5124.519043
	Iteration 26Q: 3 clusters Score -3446934 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -3447026.250000 Penalty: 5124.519043
	Iteration 27Q: 3 clusters Score -3447026 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -3447093.250000 Penalty: 5124.519043
	Iteration 28Q: 3 clusters Score -3447093 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3447137.000000 Penalty: 5124.519043
	Iteration 29Q: 3 clusters Score -3447137 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -3447161.750000 Penalty: 5124.519043
	Iteration 30Q: 3 clusters Score -3447162 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3447191.500000 Penalty: 5124.519043
	Iteration 31Q: 3 clusters Score -3447192 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3447199.750000 Penalty: 5124.519043
	Iteration 32Q: 3 clusters Score -3447200 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -3447208.250000 Penalty: 5124.519043
	Iteration 33Q: 3 clusters Score -3447208 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3447222.750000 Penalty: 5124.519043
	Iteration 34Q: 3 clusters Score -3447223 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3447238.500000 Penalty: 5124.519043
	Iteration 35Q: 3 clusters Score -3447238 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -3447245.000000 Penalty: 5124.519043
	Iteration 36Q: 3 clusters Score -3447245 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -3447257.750000 Penalty: 5124.519043
	Iteration 37Q: 3 clusters Score -3447258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -3447259.500000 Penalty: 5124.519043
	Iteration 38Q: 3 clusters Score -3447260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3447261.250000 Penalty: 5124.519043
	Iteration 39Q: 3 clusters Score -3447261 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3447273.750000 Penalty: 5124.519043
	Iteration 40F: 3 clusters Score -3447274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -3447274.500000 Penalty: 5124.519043
	Iteration 41Q: 3 clusters Score -3447274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3447281.000000 Penalty: 5124.519043
	Iteration 42Q: 3 clusters Score -3447281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3447283.500000 Penalty: 5124.519043
	Iteration 43Q: 3 clusters Score -3447284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3447285.250000 Penalty: 5124.519043
	Iteration 44Q: 3 clusters Score -3447285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -3447287.500000 Penalty: 5124.519043
	Iteration 45Q: 3 clusters Score -3447288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -3447293.750000 Penalty: 5124.519043
	Iteration 46Q: 3 clusters Score -3447294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -3447293.500000 Penalty: 5124.519043
	Iteration 47Q: 3 clusters Score -3447294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -3447298.750000 Penalty: 5124.519043
	Iteration 48Q: 3 clusters Score -3447299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -3447298.000000 Penalty: 5124.519043
	Iteration 49Q: 3 clusters Score -3447298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -3447293.750000 Penalty: 5124.519043
	Iteration 50Q: 3 clusters Score -3447294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -3447297.250000 Penalty: 5124.519043
	Iteration 51Q: 3 clusters Score -3447297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -3447306.750000 Penalty: 5124.519043
	Iteration 52Q: 3 clusters Score -3447307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -3447298.500000 Penalty: 5124.519043
	Iteration 53Q: 3 clusters Score -3447298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -3447296.250000 Penalty: 5124.519043
	Iteration 54Q: 3 clusters Score -3447296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -3447301.750000 Penalty: 5124.519043
	Iteration 55Q: 3 clusters Score -3447302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -3447292.250000 Penalty: 5124.519043
	Iteration 56Q: 3 clusters Score -3447292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -3447293.000000 Penalty: 5124.519043
	Iteration 57Q: 3 clusters Score -3447293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3447299.250000 Penalty: 5124.519043
	Iteration 58Q: 3 clusters Score -3447299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -3447296.500000 Penalty: 5124.519043
	Iteration 59Q: 3 clusters Score -3447296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -3447297.750000 Penalty: 5124.519043
	Iteration 60F: 3 clusters Score -3447298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -3447300.500000 Penalty: 5124.519043
	Iteration 61Q: 3 clusters Score -3447300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -3447302.000000 Penalty: 5124.519043
	Iteration 62Q: 3 clusters Score -3447302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -3447299.500000 Penalty: 5124.519043
	Iteration 63Q: 3 clusters Score -3447300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3447304.250000 Penalty: 5124.519043
	Iteration 64Q: 3 clusters Score -3447304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3447307.250000 Penalty: 5124.519043
	Iteration 65Q: 3 clusters Score -3447307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3447306.750000 Penalty: 5124.519043
	Iteration 66Q: 3 clusters Score -3447307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -3447307.500000 Penalty: 5124.519043
	Iteration 67Q: 3 clusters Score -3447308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -3447313.500000 Penalty: 5124.519043
	Iteration 68Q: 3 clusters Score -3447314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -3447312.000000 Penalty: 5124.519043
	Iteration 69Q: 3 clusters Score -3447312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -3447311.750000 Penalty: 5124.519043
	Iteration 70Q: 3 clusters Score -3447312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -3447312.500000 Penalty: 5124.519043
	Iteration 71Q: 3 clusters Score -3447312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -3447306.500000 Penalty: 5124.519043
	Iteration 72Q: 3 clusters Score -3447306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3447303.750000 Penalty: 5124.519043
	Iteration 73Q: 3 clusters Score -3447304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -3447305.000000 Penalty: 5124.519043
	Iteration 74Q: 3 clusters Score -3447305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3447301.250000 Penalty: 5124.519043
	Iteration 75Q: 3 clusters Score -3447301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -3447301.750000 Penalty: 5124.519043
	Iteration 76Q: 3 clusters Score -3447302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3447303.250000 Penalty: 5124.519043
	Iteration 77Q: 3 clusters Score -3447303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -3447307.000000 Penalty: 5124.519043
	Iteration 78Q: 3 clusters Score -3447307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -3447303.500000 Penalty: 5124.519043
	Iteration 79Q: 3 clusters Score -3447304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -3447309.500000 Penalty: 5124.519043
	Iteration 80F: 3 clusters Score -3447310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -3447305.250000 Penalty: 5124.519043
	Iteration 81Q: 3 clusters Score -3447305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3447306.000000 Penalty: 5124.519043
	Iteration 82Q: 3 clusters Score -3447306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3447307.250000 Penalty: 5124.519043
	Iteration 83Q: 3 clusters Score -3447307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -3447309.750000 Penalty: 5124.519043
	Iteration 84Q: 3 clusters Score -3447310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3447310.250000 Penalty: 5124.519043
	Iteration 85Q: 3 clusters Score -3447310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -3447316.250000 Penalty: 5124.519043
	Iteration 86Q: 3 clusters Score -3447316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -3447315.000000 Penalty: 5124.519043
	Iteration 87Q: 3 clusters Score -3447315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -3447318.250000 Penalty: 5124.519043
	Iteration 88Q: 3 clusters Score -3447318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -3447318.500000 Penalty: 5124.519043
	Iteration 89Q: 3 clusters Score -3447318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -3447318.500000 Penalty: 5124.519043
	Iteration 90Q: 3 clusters Score -3447318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3447318.250000 Penalty: 5124.519043
	Iteration 91Q: 3 clusters Score -3447318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -3447323.500000 Penalty: 5124.519043
	Iteration 92Q: 3 clusters Score -3447324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3447321.750000 Penalty: 5124.519043
	Iteration 93Q: 3 clusters Score -3447322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -3447317.750000 Penalty: 5124.519043
	Iteration 94Q: 3 clusters Score -3447318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3447318.750000 Penalty: 5124.519043
	Iteration 95Q: 3 clusters Score -3447319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -3447318.000000 Penalty: 5124.519043
	Iteration 96Q: 3 clusters Score -3447318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3447318.000000 Penalty: 5124.519043
	Iteration 97Q: 3 clusters Score -3447318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -3447314.500000 Penalty: 5124.519043
	Iteration 98Q: 3 clusters Score -3447314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -3447314.750000 Penalty: 5124.519043
	Iteration 99Q: 3 clusters Score -3447315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -3447314.750000 Penalty: 5124.519043
	Iteration 100F: 3 clusters Score -3447315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (183585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183585 members 
Entering Unmasked Estep 
Score: -22375126.000000 Penalty: 3005.867432
	Iteration 0F: 2 clusters Score -2.237513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91752 members 
Mstep: Class 2 contains 91833 members 
Entering Unmasked Estep 
Score: -22252890.000000 Penalty: 6011.734863
	Iteration 0F: 3 clusters Score -2.225289e+07 nChanged 88255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90085 members 
Mstep: Class 2 contains 93500 members 
Entering Unmasked Estep 
Score: -22304976.000000 Penalty: 6011.734863
	Iteration 1F: 3 clusters Score -2.230498e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88869 members 
Mstep: Class 2 contains 94716 members 
Entering Unmasked Estep 
Score: -22306066.000000 Penalty: 6011.734863
	Iteration 2Q: 3 clusters Score -2.230607e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86997 members 
Mstep: Class 2 contains 96588 members 
Entering Unmasked Estep 
Score: -22307530.000000 Penalty: 6011.734863
	Iteration 3Q: 3 clusters Score -2.230753e+07 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84051 members 
Mstep: Class 2 contains 99534 members 
Entering Unmasked Estep 
Score: -22309820.000000 Penalty: 6011.734863
	Iteration 4Q: 3 clusters Score -2.230982e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79570 members 
Mstep: Class 2 contains 104015 members 
Entering Unmasked Estep 
Score: -22313714.000000 Penalty: 6011.734863
	Iteration 5Q: 3 clusters Score -2.231371e+07 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73028 members 
Mstep: Class 2 contains 110557 members 
Entering Unmasked Estep 
Score: -22319842.000000 Penalty: 6011.734863
	Iteration 6F: 3 clusters Score -2.231984e+07 nChanged 12712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64504 members 
Mstep: Class 2 contains 119081 members 
Entering Unmasked Estep 
Score: -22329134.000000 Penalty: 6011.734863
	Iteration 7F: 3 clusters Score -2.232913e+07 nChanged 13320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 128153 members 
Entering Unmasked Estep 
Score: -22340246.000000 Penalty: 6011.734863
	Iteration 8F: 3 clusters Score -2.234025e+07 nChanged 11909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 135690 members 
Entering Unmasked Estep 
Score: -22350420.000000 Penalty: 6011.734863
	Iteration 9F: 3 clusters Score -2.235042e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 140483 members 
Entering Unmasked Estep 
Score: -22356824.000000 Penalty: 6011.734863
	Iteration 10Q: 3 clusters Score -2.235682e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 143699 members 
Entering Unmasked Estep 
Score: -22359580.000000 Penalty: 6011.734863
	Iteration 11Q: 3 clusters Score -2.235958e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 146395 members 
Entering Unmasked Estep 
Score: -22360984.000000 Penalty: 6011.734863
	Iteration 12Q: 3 clusters Score -2.236098e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 148926 members 
Entering Unmasked Estep 
Score: -22361816.000000 Penalty: 6011.734863
	Iteration 13Q: 3 clusters Score -2.236182e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 151337 members 
Entering Unmasked Estep 
Score: -22362620.000000 Penalty: 6011.734863
	Iteration 14Q: 3 clusters Score -2.236262e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 153640 members 
Entering Unmasked Estep 
Score: -22363424.000000 Penalty: 6011.734863
	Iteration 15Q: 3 clusters Score -2.236342e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 155853 members 
Entering Unmasked Estep 
Score: -22364112.000000 Penalty: 6011.734863
	Iteration 16Q: 3 clusters Score -2.236411e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 158013 members 
Entering Unmasked Estep 
Score: -22364832.000000 Penalty: 6011.734863
	Iteration 17Q: 3 clusters Score -2.236483e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 160073 members 
Entering Unmasked Estep 
Score: -22365620.000000 Penalty: 6011.734863
	Iteration 18Q: 3 clusters Score -2.236562e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 162087 members 
Entering Unmasked Estep 
Score: -22366198.000000 Penalty: 6011.734863
	Iteration 19Q: 3 clusters Score -2.23662e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 163965 members 
Entering Unmasked Estep 
Score: -22366892.000000 Penalty: 6011.734863
	Iteration 20F: 3 clusters Score -2.236689e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 165768 members 
Entering Unmasked Estep 
Score: -22367524.000000 Penalty: 6011.734863
	Iteration 21Q: 3 clusters Score -2.236752e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 167511 members 
Entering Unmasked Estep 
Score: -22367958.000000 Penalty: 6011.734863
	Iteration 22Q: 3 clusters Score -2.236796e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 169144 members 
Entering Unmasked Estep 
Score: -22368574.000000 Penalty: 6011.734863
	Iteration 23Q: 3 clusters Score -2.236857e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 170648 members 
Entering Unmasked Estep 
Score: -22369078.000000 Penalty: 6011.734863
	Iteration 24Q: 3 clusters Score -2.236908e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 172021 members 
Entering Unmasked Estep 
Score: -22369440.000000 Penalty: 6011.734863
	Iteration 25Q: 3 clusters Score -2.236944e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 173220 members 
Entering Unmasked Estep 
Score: -22369824.000000 Penalty: 6011.734863
	Iteration 26Q: 3 clusters Score -2.236982e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 174251 members 
Entering Unmasked Estep 
Score: -22370112.000000 Penalty: 6011.734863
	Iteration 27Q: 3 clusters Score -2.237011e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 175185 members 
Entering Unmasked Estep 
Score: -22370414.000000 Penalty: 6011.734863
	Iteration 28Q: 3 clusters Score -2.237041e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 176026 members 
Entering Unmasked Estep 
Score: -22370736.000000 Penalty: 6011.734863
	Iteration 29Q: 3 clusters Score -2.237074e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 176848 members 
Entering Unmasked Estep 
Score: -22370966.000000 Penalty: 6011.734863
	Iteration 30Q: 3 clusters Score -2.237097e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 177574 members 
Entering Unmasked Estep 
Score: -22371226.000000 Penalty: 6011.734863
	Iteration 31Q: 3 clusters Score -2.237123e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 178246 members 
Entering Unmasked Estep 
Score: -22371490.000000 Penalty: 6011.734863
	Iteration 32Q: 3 clusters Score -2.237149e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 178806 members 
Entering Unmasked Estep 
Score: -22371690.000000 Penalty: 6011.734863
	Iteration 33Q: 3 clusters Score -2.237169e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 179287 members 
Entering Unmasked Estep 
Score: -22371840.000000 Penalty: 6011.734863
	Iteration 34Q: 3 clusters Score -2.237184e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 179680 members 
Entering Unmasked Estep 
Score: -22372032.000000 Penalty: 6011.734863
	Iteration 35Q: 3 clusters Score -2.237203e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 180035 members 
Entering Unmasked Estep 
Score: -22372114.000000 Penalty: 6011.734863
	Iteration 36Q: 3 clusters Score -2.237211e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 180376 members 
Entering Unmasked Estep 
Score: -22372200.000000 Penalty: 6011.734863
	Iteration 37Q: 3 clusters Score -2.23722e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 180655 members 
Entering Unmasked Estep 
Score: -22372264.000000 Penalty: 6011.734863
	Iteration 38Q: 3 clusters Score -2.237226e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 180886 members 
Entering Unmasked Estep 
Score: -22372328.000000 Penalty: 6011.734863
	Iteration 39Q: 3 clusters Score -2.237233e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 181083 members 
Entering Unmasked Estep 
Score: -22372398.000000 Penalty: 6011.734863
	Iteration 40F: 3 clusters Score -2.23724e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 181250 members 
Entering Unmasked Estep 
Score: -22372448.000000 Penalty: 6011.734863
	Iteration 41Q: 3 clusters Score -2.237245e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 181376 members 
Entering Unmasked Estep 
Score: -22372496.000000 Penalty: 6011.734863
	Iteration 42Q: 3 clusters Score -2.23725e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 181485 members 
Entering Unmasked Estep 
Score: -22372508.000000 Penalty: 6011.734863
	Iteration 43Q: 3 clusters Score -2.237251e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 181589 members 
Entering Unmasked Estep 
Score: -22372548.000000 Penalty: 6011.734863
	Iteration 44Q: 3 clusters Score -2.237255e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 181672 members 
Entering Unmasked Estep 
Score: -22372544.000000 Penalty: 6011.734863
	Iteration 45Q: 3 clusters Score -2.237254e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 181754 members 
Entering Unmasked Estep 
Score: -22372596.000000 Penalty: 6011.734863
	Iteration 46Q: 3 clusters Score -2.23726e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 181820 members 
Entering Unmasked Estep 
Score: -22372610.000000 Penalty: 6011.734863
	Iteration 47Q: 3 clusters Score -2.237261e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 181878 members 
Entering Unmasked Estep 
Score: -22372642.000000 Penalty: 6011.734863
	Iteration 48Q: 3 clusters Score -2.237264e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 181920 members 
Entering Unmasked Estep 
Score: -22372676.000000 Penalty: 6011.734863
	Iteration 49Q: 3 clusters Score -2.237268e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 181955 members 
Entering Unmasked Estep 
Score: -22372692.000000 Penalty: 6011.734863
	Iteration 50Q: 3 clusters Score -2.237269e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 181983 members 
Entering Unmasked Estep 
Score: -22372662.000000 Penalty: 6011.734863
	Iteration 51Q: 3 clusters Score -2.237266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 182004 members 
Entering Unmasked Estep 
Score: -22372654.000000 Penalty: 6011.734863
	Iteration 52Q: 3 clusters Score -2.237265e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 182022 members 
Entering Unmasked Estep 
Score: -22372678.000000 Penalty: 6011.734863
	Iteration 53Q: 3 clusters Score -2.237268e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 182042 members 
Entering Unmasked Estep 
Score: -22372700.000000 Penalty: 6011.734863
	Iteration 54Q: 3 clusters Score -2.23727e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 182066 members 
Entering Unmasked Estep 
Score: -22372698.000000 Penalty: 6011.734863
	Iteration 55Q: 3 clusters Score -2.23727e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 182087 members 
Entering Unmasked Estep 
Score: -22372700.000000 Penalty: 6011.734863
	Iteration 56Q: 3 clusters Score -2.23727e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 182106 members 
Entering Unmasked Estep 
Score: -22372694.000000 Penalty: 6011.734863
	Iteration 57Q: 3 clusters Score -2.237269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 182119 members 
Entering Unmasked Estep 
Score: -22372712.000000 Penalty: 6011.734863
	Iteration 58Q: 3 clusters Score -2.237271e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 182138 members 
Entering Unmasked Estep 
Score: -22372694.000000 Penalty: 6011.734863
	Iteration 59Q: 3 clusters Score -2.237269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 182153 members 
Entering Unmasked Estep 
Score: -22372734.000000 Penalty: 6011.734863
	Iteration 60F: 3 clusters Score -2.237273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 182167 members 
Entering Unmasked Estep 
Score: -22372734.000000 Penalty: 6011.734863
	Iteration 61Q: 3 clusters Score -2.237273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 182181 members 
Entering Unmasked Estep 
Score: -22372698.000000 Penalty: 6011.734863
	Iteration 62Q: 3 clusters Score -2.23727e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 182197 members 
Entering Unmasked Estep 
Score: -22372728.000000 Penalty: 6011.734863
	Iteration 63Q: 3 clusters Score -2.237273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 182205 members 
Entering Unmasked Estep 
Score: -22372744.000000 Penalty: 6011.734863
	Iteration 64Q: 3 clusters Score -2.237274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 182209 members 
Entering Unmasked Estep 
Score: -22372742.000000 Penalty: 6011.734863
	Iteration 65Q: 3 clusters Score -2.237274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 182211 members 
Entering Unmasked Estep 
Score: -22372740.000000 Penalty: 6011.734863
	Iteration 66Q: 3 clusters Score -2.237274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 182215 members 
Entering Unmasked Estep 
Score: -22372732.000000 Penalty: 6011.734863
	Iteration 67Q: 3 clusters Score -2.237273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 182219 members 
Entering Unmasked Estep 
Score: -22372750.000000 Penalty: 6011.734863
	Iteration 68Q: 3 clusters Score -2.237275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 182222 members 
Entering Unmasked Estep 
Score: -22372748.000000 Penalty: 6011.734863
	Iteration 69Q: 3 clusters Score -2.237275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 182222 members 
Entering Unmasked Estep 
Score: -22372750.000000 Penalty: 6011.734863
	Iteration 70Q: 3 clusters Score -2.237275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 182220 members 
Entering Unmasked Estep 
Score: -22372756.000000 Penalty: 6011.734863
	Iteration 71Q: 3 clusters Score -2.237276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 182221 members 
Entering Unmasked Estep 
Score: -22372758.000000 Penalty: 6011.734863
	Iteration 72Q: 3 clusters Score -2.237276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 182222 members 
Entering Unmasked Estep 
Score: -22372754.000000 Penalty: 6011.734863
	Iteration 73Q: 3 clusters Score -2.237275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 182224 members 
Entering Unmasked Estep 
Score: -22372750.000000 Penalty: 6011.734863
	Iteration 74Q: 3 clusters Score -2.237275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 182225 members 
Entering Unmasked Estep 
Score: -22372762.000000 Penalty: 6011.734863
	Iteration 75Q: 3 clusters Score -2.237276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 182229 members 
Entering Unmasked Estep 
Score: -22372758.000000 Penalty: 6011.734863
	Iteration 76Q: 3 clusters Score -2.237276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 182230 members 
Entering Unmasked Estep 
Score: -22372764.000000 Penalty: 6011.734863
	Iteration 77Q: 3 clusters Score -2.237276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 182232 members 
Entering Unmasked Estep 
Score: -22372760.000000 Penalty: 6011.734863
	Iteration 78Q: 3 clusters Score -2.237276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 182235 members 
Entering Unmasked Estep 
Score: -22372756.000000 Penalty: 6011.734863
	Iteration 79Q: 3 clusters Score -2.237276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 182237 members 
Entering Unmasked Estep 
Score: -22372768.000000 Penalty: 6011.734863
	Iteration 80F: 3 clusters Score -2.237277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 182239 members 
Entering Unmasked Estep 
Score: -22372754.000000 Penalty: 6011.734863
	Iteration 81Q: 3 clusters Score -2.237275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 182241 members 
Entering Unmasked Estep 
Score: -22372756.000000 Penalty: 6011.734863
	Iteration 82Q: 3 clusters Score -2.237276e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 182246 members 
Entering Unmasked Estep 
Score: -22372750.000000 Penalty: 6011.734863
	Iteration 83Q: 3 clusters Score -2.237275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 182248 members 
Entering Unmasked Estep 
Score: -22372744.000000 Penalty: 6011.734863
	Iteration 84Q: 3 clusters Score -2.237274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 182249 members 
Entering Unmasked Estep 
Score: -22372752.000000 Penalty: 6011.734863
	Iteration 85Q: 3 clusters Score -2.237275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 182250 members 
Entering Unmasked Estep 
Score: -22372752.000000 Penalty: 6011.734863
	Iteration 86Q: 3 clusters Score -2.237275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 182253 members 
Entering Unmasked Estep 
Score: -22372758.000000 Penalty: 6011.734863
	Iteration 87Q: 3 clusters Score -2.237276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 182257 members 
Entering Unmasked Estep 
Score: -22372740.000000 Penalty: 6011.734863
	Iteration 88Q: 3 clusters Score -2.237274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 182265 members 
Entering Unmasked Estep 
Score: -22372736.000000 Penalty: 6011.734863
	Iteration 89Q: 3 clusters Score -2.237274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 182267 members 
Entering Unmasked Estep 
Score: -22372740.000000 Penalty: 6011.734863
	Iteration 90Q: 3 clusters Score -2.237274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 182269 members 
Entering Unmasked Estep 
Score: -22372734.000000 Penalty: 6011.734863
	Iteration 91Q: 3 clusters Score -2.237273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 182272 members 
Entering Unmasked Estep 
Score: -22372736.000000 Penalty: 6011.734863
	Iteration 92Q: 3 clusters Score -2.237274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 182274 members 
Entering Unmasked Estep 
Score: -22372738.000000 Penalty: 6011.734863
	Iteration 93Q: 3 clusters Score -2.237274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 182277 members 
Entering Unmasked Estep 
Score: -22372732.000000 Penalty: 6011.734863
	Iteration 94Q: 3 clusters Score -2.237273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 182277 members 
Entering Unmasked Estep 
Score: -22372752.000000 Penalty: 6011.734863
	Iteration 95Q: 3 clusters Score -2.237275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 182278 members 
Entering Unmasked Estep 
Score: -22372736.000000 Penalty: 6011.734863
	Iteration 96Q: 3 clusters Score -2.237274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 182279 members 
Entering Unmasked Estep 
Score: -22372742.000000 Penalty: 6011.734863
	Iteration 97Q: 3 clusters Score -2.237274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 182279 members 
Entering Unmasked Estep 
Score: -22372742.000000 Penalty: 6011.734863
	Iteration 98F: 3 clusters Score -2.237274e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Entering Unmasked Estep 
Score: -135242.531250 Penalty: 1786.629028
	Iteration 0F: 2 clusters Score -135242.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -133103.656250 Penalty: 3573.258057
	Iteration 0F: 3 clusters Score -133103.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -133942.656250 Penalty: 3573.258057
	Iteration 1F: 3 clusters Score -133942.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -134677.453125 Penalty: 3573.258057
	Iteration 2F: 3 clusters Score -134677.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -135328.593750 Penalty: 3573.258057
	Iteration 3F: 3 clusters Score -135328.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -135890.093750 Penalty: 3573.258057
	Iteration 4F: 3 clusters Score -135890.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -136124.171875 Penalty: 3573.258057
	Iteration 5Q: 3 clusters Score -136124.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -136215.265625 Penalty: 3573.258057
	Iteration 6Q: 3 clusters Score -136215.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -136242.156250 Penalty: 3573.258057
	Iteration 7Q: 3 clusters Score -136242.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -136254.156250 Penalty: 3573.258057
	Iteration 8Q: 3 clusters Score -136254.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -136262.125000 Penalty: 3573.258057
	Iteration 9Q: 3 clusters Score -136262.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -136270.515625 Penalty: 3573.258057
	Iteration 10Q: 3 clusters Score -136270.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -136275.296875 Penalty: 3573.258057
	Iteration 11Q: 3 clusters Score -136275.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -136284.078125 Penalty: 3573.258057
	Iteration 12Q: 3 clusters Score -136284.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -136291.875000 Penalty: 3573.258057
	Iteration 13Q: 3 clusters Score -136291.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -136300.328125 Penalty: 3573.258057
	Iteration 14Q: 3 clusters Score -136300.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -136303.031250 Penalty: 3573.258057
	Iteration 15Q: 3 clusters Score -136303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -136306.156250 Penalty: 3573.258057
	Iteration 16Q: 3 clusters Score -136306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -136308.218750 Penalty: 3573.258057
	Iteration 17Q: 3 clusters Score -136308.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -136309.125000 Penalty: 3573.258057
	Iteration 18Q: 3 clusters Score -136309.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -136310.328125 Penalty: 3573.258057
	Iteration 19Q: 3 clusters Score -136310.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -136310.328125 Penalty: 3573.258057
	Iteration 20F: 3 clusters Score -136310.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264151 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 9604 members 
Mstep: Class 4 contains 227544 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 11561 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2015 members 
Mstep: Class 10 contains 233049 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 30690 members 
Mstep: Class 13 contains 183585 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 53619 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 14790 members 
Mstep: Class 18 contains 59498 members 
Mstep: Class 19 contains 53853 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3825 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4615 members 
Mstep: Class 24 contains 3062 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 7266 members 
Mstep: Class 28 contains 9341 members 
Mstep: Class 29 contains 47100 members 
Mstep: Class 30 contains 7752 members 
Mstep: Class 31 contains 885 members 
Entering Unmasked Estep 
Score: -148009712.000000 Penalty: 107901.867188
Splitting cluster 14 changes total score from -148008976.000000 to -148009712.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (53619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Entering Unmasked Estep 
Score: -6419483.500000 Penalty: 2700.635498
	Iteration 0F: 2 clusters Score -6419484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -6383438.500000 Penalty: 5401.270996
	Iteration 0F: 3 clusters Score -6383438 nChanged 24877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -6397134.000000 Penalty: 5401.270996
	Iteration 1F: 3 clusters Score -6397134 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -6397616.500000 Penalty: 5401.270996
	Iteration 2Q: 3 clusters Score -6397616 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -6398073.500000 Penalty: 5401.270996
	Iteration 3Q: 3 clusters Score -6398074 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -6398765.000000 Penalty: 5401.270996
	Iteration 4Q: 3 clusters Score -6398765 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -6399689.000000 Penalty: 5401.270996
	Iteration 5Q: 3 clusters Score -6399689 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -6400937.500000 Penalty: 5401.270996
	Iteration 6Q: 3 clusters Score -6400938 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -6403097.500000 Penalty: 5401.270996
	Iteration 7F: 3 clusters Score -6403098 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -6405902.000000 Penalty: 5401.270996
	Iteration 8F: 3 clusters Score -6405902 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -6408746.500000 Penalty: 5401.270996
	Iteration 9F: 3 clusters Score -6408746 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -6411010.500000 Penalty: 5401.270996
	Iteration 10F: 3 clusters Score -6411010 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -6412310.500000 Penalty: 5401.270996
	Iteration 11Q: 3 clusters Score -6412310 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -6412911.000000 Penalty: 5401.270996
	Iteration 12Q: 3 clusters Score -6412911 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -6413265.000000 Penalty: 5401.270996
	Iteration 13Q: 3 clusters Score -6413265 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -6413540.500000 Penalty: 5401.270996
	Iteration 14Q: 3 clusters Score -6413540 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -6413809.000000 Penalty: 5401.270996
	Iteration 15Q: 3 clusters Score -6413809 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -6414113.500000 Penalty: 5401.270996
	Iteration 16Q: 3 clusters Score -6414114 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -6414488.500000 Penalty: 5401.270996
	Iteration 17Q: 3 clusters Score -6414488 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -6415244.000000 Penalty: 5401.270996
	Iteration 18Q: 3 clusters Score -6415244 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -6416800.000000 Penalty: 5401.270996
	Iteration 19Q: 3 clusters Score -6416800 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -6417497.500000 Penalty: 5401.270996
	Iteration 20F: 3 clusters Score -6417498 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -6417655.500000 Penalty: 5401.270996
	Iteration 21Q: 3 clusters Score -6417656 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -6417756.000000 Penalty: 5401.270996
	Iteration 22Q: 3 clusters Score -6417756 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -6417756.500000 Penalty: 5401.270996
	Iteration 23Q: 3 clusters Score -6417756 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -6417804.000000 Penalty: 5401.270996
	Iteration 24Q: 3 clusters Score -6417804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -6417814.000000 Penalty: 5401.270996
	Iteration 25Q: 3 clusters Score -6417814 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -6417820.500000 Penalty: 5401.270996
	Iteration 26Q: 3 clusters Score -6417820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -6417835.000000 Penalty: 5401.270996
	Iteration 27Q: 3 clusters Score -6417835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -6417833.500000 Penalty: 5401.270996
	Iteration 28Q: 3 clusters Score -6417834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -6417841.000000 Penalty: 5401.270996
	Iteration 29Q: 3 clusters Score -6417841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -6417839.500000 Penalty: 5401.270996
	Iteration 30Q: 3 clusters Score -6417840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50473 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -6417825.500000 Penalty: 5401.270996
	Iteration 31Q: 3 clusters Score -6417826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -6417825.000000 Penalty: 5401.270996
	Iteration 32Q: 3 clusters Score -6417825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -6417829.000000 Penalty: 5401.270996
	Iteration 33Q: 3 clusters Score -6417829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -6417829.500000 Penalty: 5401.270996
	Iteration 34Q: 3 clusters Score -6417830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -6417827.500000 Penalty: 5401.270996
	Iteration 35Q: 3 clusters Score -6417828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -6417829.000000 Penalty: 5401.270996
	Iteration 36Q: 3 clusters Score -6417829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -6417828.000000 Penalty: 5401.270996
	Iteration 37Q: 3 clusters Score -6417828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -6417828.000000 Penalty: 5401.270996
	Iteration 38F: 3 clusters Score -6417828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -30866.431641 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -30866.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29626.378906 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -29626.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29713.900391 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -29713.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29745.794922 Penalty: 2756.186768
	Iteration 2Q: 3 clusters Score -29745.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29756.365234 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -29756.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29763.429688 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -29763.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -29763.429688 Penalty: 2756.186768
	Iteration 5F: 3 clusters Score -29763.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Entering Unmasked Estep 
Score: -1738459.375000 Penalty: 2381.223145
	Iteration 0F: 2 clusters Score -1738459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1727697.750000 Penalty: 4762.446289
	Iteration 0F: 3 clusters Score -1727698 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1731089.250000 Penalty: 4762.446289
	Iteration 1F: 3 clusters Score -1731089 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1731437.750000 Penalty: 4762.446289
	Iteration 2F: 3 clusters Score -1731438 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1731739.375000 Penalty: 4762.446289
	Iteration 3Q: 3 clusters Score -1731739 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1732031.875000 Penalty: 4762.446289
	Iteration 4Q: 3 clusters Score -1732032 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1732324.500000 Penalty: 4762.446289
	Iteration 5Q: 3 clusters Score -1732324 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1732648.875000 Penalty: 4762.446289
	Iteration 6Q: 3 clusters Score -1732649 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1732972.625000 Penalty: 4762.446289
	Iteration 7Q: 3 clusters Score -1732973 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1733288.375000 Penalty: 4762.446289
	Iteration 8Q: 3 clusters Score -1733288 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1733626.875000 Penalty: 4762.446289
	Iteration 9Q: 3 clusters Score -1733627 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1733981.000000 Penalty: 4762.446289
	Iteration 10Q: 3 clusters Score -1733981 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1734336.875000 Penalty: 4762.446289
	Iteration 11Q: 3 clusters Score -1734337 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1734631.500000 Penalty: 4762.446289
	Iteration 12Q: 3 clusters Score -1734632 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1734844.375000 Penalty: 4762.446289
	Iteration 13Q: 3 clusters Score -1734844 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1734971.000000 Penalty: 4762.446289
	Iteration 14Q: 3 clusters Score -1734971 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1735055.875000 Penalty: 4762.446289
	Iteration 15Q: 3 clusters Score -1735056 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1735114.875000 Penalty: 4762.446289
	Iteration 16Q: 3 clusters Score -1735115 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1735161.125000 Penalty: 4762.446289
	Iteration 17Q: 3 clusters Score -1735161 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1735179.000000 Penalty: 4762.446289
	Iteration 18Q: 3 clusters Score -1735179 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1735208.250000 Penalty: 4762.446289
	Iteration 19Q: 3 clusters Score -1735208 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1735226.875000 Penalty: 4762.446289
	Iteration 20F: 3 clusters Score -1735227 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1735255.125000 Penalty: 4762.446289
	Iteration 21Q: 3 clusters Score -1735255 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1735272.375000 Penalty: 4762.446289
	Iteration 22Q: 3 clusters Score -1735272 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1735289.750000 Penalty: 4762.446289
	Iteration 23Q: 3 clusters Score -1735290 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1735303.875000 Penalty: 4762.446289
	Iteration 24Q: 3 clusters Score -1735304 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1735314.625000 Penalty: 4762.446289
	Iteration 25Q: 3 clusters Score -1735315 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1735328.875000 Penalty: 4762.446289
	Iteration 26Q: 3 clusters Score -1735329 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1735349.250000 Penalty: 4762.446289
	Iteration 27Q: 3 clusters Score -1735349 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1735363.750000 Penalty: 4762.446289
	Iteration 28Q: 3 clusters Score -1735364 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1735382.500000 Penalty: 4762.446289
	Iteration 29Q: 3 clusters Score -1735382 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1735393.500000 Penalty: 4762.446289
	Iteration 30Q: 3 clusters Score -1735394 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1735416.250000 Penalty: 4762.446289
	Iteration 31Q: 3 clusters Score -1735416 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1735430.875000 Penalty: 4762.446289
	Iteration 32Q: 3 clusters Score -1735431 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1735449.625000 Penalty: 4762.446289
	Iteration 33Q: 3 clusters Score -1735450 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1735466.750000 Penalty: 4762.446289
	Iteration 34Q: 3 clusters Score -1735467 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1735487.500000 Penalty: 4762.446289
	Iteration 35Q: 3 clusters Score -1735488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1735492.250000 Penalty: 4762.446289
	Iteration 36Q: 3 clusters Score -1735492 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1735494.875000 Penalty: 4762.446289
	Iteration 37Q: 3 clusters Score -1735495 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1735515.125000 Penalty: 4762.446289
	Iteration 38Q: 3 clusters Score -1735515 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1735539.000000 Penalty: 4762.446289
	Iteration 39Q: 3 clusters Score -1735539 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1735551.625000 Penalty: 4762.446289
	Iteration 40F: 3 clusters Score -1735552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1735561.500000 Penalty: 4762.446289
	Iteration 41Q: 3 clusters Score -1735562 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1735568.750000 Penalty: 4762.446289
	Iteration 42Q: 3 clusters Score -1735569 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1735590.375000 Penalty: 4762.446289
	Iteration 43Q: 3 clusters Score -1735590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1735592.500000 Penalty: 4762.446289
	Iteration 44Q: 3 clusters Score -1735592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1735600.250000 Penalty: 4762.446289
	Iteration 45Q: 3 clusters Score -1735600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1735600.000000 Penalty: 4762.446289
	Iteration 46Q: 3 clusters Score -1735600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1735611.250000 Penalty: 4762.446289
	Iteration 47Q: 3 clusters Score -1735611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1735614.750000 Penalty: 4762.446289
	Iteration 48Q: 3 clusters Score -1735615 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1735627.375000 Penalty: 4762.446289
	Iteration 49Q: 3 clusters Score -1735627 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1735630.500000 Penalty: 4762.446289
	Iteration 50Q: 3 clusters Score -1735630 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1735644.125000 Penalty: 4762.446289
	Iteration 51Q: 3 clusters Score -1735644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1735660.500000 Penalty: 4762.446289
	Iteration 52Q: 3 clusters Score -1735660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1735681.250000 Penalty: 4762.446289
	Iteration 53Q: 3 clusters Score -1735681 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1735699.250000 Penalty: 4762.446289
	Iteration 54Q: 3 clusters Score -1735699 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1735706.000000 Penalty: 4762.446289
	Iteration 55Q: 3 clusters Score -1735706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1735713.875000 Penalty: 4762.446289
	Iteration 56Q: 3 clusters Score -1735714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1735727.375000 Penalty: 4762.446289
	Iteration 57Q: 3 clusters Score -1735727 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1735735.250000 Penalty: 4762.446289
	Iteration 58Q: 3 clusters Score -1735735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1735745.125000 Penalty: 4762.446289
	Iteration 59Q: 3 clusters Score -1735745 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1735759.000000 Penalty: 4762.446289
	Iteration 60F: 3 clusters Score -1735759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1735769.000000 Penalty: 4762.446289
	Iteration 61Q: 3 clusters Score -1735769 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1735775.125000 Penalty: 4762.446289
	Iteration 62Q: 3 clusters Score -1735775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1735793.500000 Penalty: 4762.446289
	Iteration 63Q: 3 clusters Score -1735794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1735802.750000 Penalty: 4762.446289
	Iteration 64Q: 3 clusters Score -1735803 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1735819.875000 Penalty: 4762.446289
	Iteration 65Q: 3 clusters Score -1735820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1735834.750000 Penalty: 4762.446289
	Iteration 66Q: 3 clusters Score -1735835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1735848.250000 Penalty: 4762.446289
	Iteration 67Q: 3 clusters Score -1735848 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1735859.875000 Penalty: 4762.446289
	Iteration 68Q: 3 clusters Score -1735860 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1735872.125000 Penalty: 4762.446289
	Iteration 69Q: 3 clusters Score -1735872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1735891.625000 Penalty: 4762.446289
	Iteration 70Q: 3 clusters Score -1735892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1735906.750000 Penalty: 4762.446289
	Iteration 71Q: 3 clusters Score -1735907 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1735913.750000 Penalty: 4762.446289
	Iteration 72Q: 3 clusters Score -1735914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1735924.750000 Penalty: 4762.446289
	Iteration 73Q: 3 clusters Score -1735925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1735925.375000 Penalty: 4762.446289
	Iteration 74Q: 3 clusters Score -1735925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1735928.000000 Penalty: 4762.446289
	Iteration 75Q: 3 clusters Score -1735928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1735934.750000 Penalty: 4762.446289
	Iteration 76Q: 3 clusters Score -1735935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1735935.750000 Penalty: 4762.446289
	Iteration 77Q: 3 clusters Score -1735936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1735942.375000 Penalty: 4762.446289
	Iteration 78Q: 3 clusters Score -1735942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1735951.375000 Penalty: 4762.446289
	Iteration 79Q: 3 clusters Score -1735951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1735953.125000 Penalty: 4762.446289
	Iteration 80F: 3 clusters Score -1735953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1735951.750000 Penalty: 4762.446289
	Iteration 81Q: 3 clusters Score -1735952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1735955.875000 Penalty: 4762.446289
	Iteration 82Q: 3 clusters Score -1735956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1735958.250000 Penalty: 4762.446289
	Iteration 83Q: 3 clusters Score -1735958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1735961.750000 Penalty: 4762.446289
	Iteration 84Q: 3 clusters Score -1735962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1735964.250000 Penalty: 4762.446289
	Iteration 85Q: 3 clusters Score -1735964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1735968.500000 Penalty: 4762.446289
	Iteration 86Q: 3 clusters Score -1735968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1735967.875000 Penalty: 4762.446289
	Iteration 87Q: 3 clusters Score -1735968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1735968.500000 Penalty: 4762.446289
	Iteration 88Q: 3 clusters Score -1735968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1735980.250000 Penalty: 4762.446289
	Iteration 89Q: 3 clusters Score -1735980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1735985.000000 Penalty: 4762.446289
	Iteration 90Q: 3 clusters Score -1735985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1735989.625000 Penalty: 4762.446289
	Iteration 91Q: 3 clusters Score -1735990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1735995.250000 Penalty: 4762.446289
	Iteration 92Q: 3 clusters Score -1735995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1736001.625000 Penalty: 4762.446289
	Iteration 93Q: 3 clusters Score -1736002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1736004.250000 Penalty: 4762.446289
	Iteration 94Q: 3 clusters Score -1736004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1736011.000000 Penalty: 4762.446289
	Iteration 95Q: 3 clusters Score -1736011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1736009.625000 Penalty: 4762.446289
	Iteration 96Q: 3 clusters Score -1736010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1736011.125000 Penalty: 4762.446289
	Iteration 97Q: 3 clusters Score -1736011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1736015.625000 Penalty: 4762.446289
	Iteration 98Q: 3 clusters Score -1736016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1736014.750000 Penalty: 4762.446289
	Iteration 99Q: 3 clusters Score -1736015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1736020.750000 Penalty: 4762.446289
	Iteration 100F: 3 clusters Score -1736021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1736021.375000 Penalty: 4762.446289
	Iteration 101Q: 3 clusters Score -1736021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1736018.375000 Penalty: 4762.446289
	Iteration 102Q: 3 clusters Score -1736018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1736022.250000 Penalty: 4762.446289
	Iteration 103Q: 3 clusters Score -1736022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1736027.500000 Penalty: 4762.446289
	Iteration 104Q: 3 clusters Score -1736028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1736027.500000 Penalty: 4762.446289
	Iteration 105Q: 3 clusters Score -1736028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1736029.625000 Penalty: 4762.446289
	Iteration 106Q: 3 clusters Score -1736030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1736028.375000 Penalty: 4762.446289
	Iteration 107Q: 3 clusters Score -1736028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1736033.750000 Penalty: 4762.446289
	Iteration 108Q: 3 clusters Score -1736034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1736038.250000 Penalty: 4762.446289
	Iteration 109Q: 3 clusters Score -1736038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1736045.875000 Penalty: 4762.446289
	Iteration 110Q: 3 clusters Score -1736046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1736043.250000 Penalty: 4762.446289
	Iteration 111Q: 3 clusters Score -1736043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1736045.375000 Penalty: 4762.446289
	Iteration 112Q: 3 clusters Score -1736045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1736048.250000 Penalty: 4762.446289
	Iteration 113Q: 3 clusters Score -1736048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1736048.000000 Penalty: 4762.446289
	Iteration 114Q: 3 clusters Score -1736048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1736048.000000 Penalty: 4762.446289
	Iteration 115F: 3 clusters Score -1736048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (59498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Entering Unmasked Estep 
Score: -7306451.000000 Penalty: 2726.437012
	Iteration 0F: 2 clusters Score -7306451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -7266466.500000 Penalty: 5452.874023
	Iteration 0F: 3 clusters Score -7266466 nChanged 27671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -7283218.500000 Penalty: 5452.874023
	Iteration 1F: 3 clusters Score -7283218 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -7286009.500000 Penalty: 5452.874023
	Iteration 2F: 3 clusters Score -7286010 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -7290403.500000 Penalty: 5452.874023
	Iteration 3F: 3 clusters Score -7290404 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -7295104.500000 Penalty: 5452.874023
	Iteration 4F: 3 clusters Score -7295104 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -7298420.500000 Penalty: 5452.874023
	Iteration 5F: 3 clusters Score -7298420 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -7300107.000000 Penalty: 5452.874023
	Iteration 6F: 3 clusters Score -7300107 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -7300961.000000 Penalty: 5452.874023
	Iteration 7Q: 3 clusters Score -7300961 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -7301533.000000 Penalty: 5452.874023
	Iteration 8Q: 3 clusters Score -7301533 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -7301941.500000 Penalty: 5452.874023
	Iteration 9Q: 3 clusters Score -7301942 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -7302214.500000 Penalty: 5452.874023
	Iteration 10Q: 3 clusters Score -7302214 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -7302421.000000 Penalty: 5452.874023
	Iteration 11Q: 3 clusters Score -7302421 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -7302684.000000 Penalty: 5452.874023
	Iteration 12Q: 3 clusters Score -7302684 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -7302911.500000 Penalty: 5452.874023
	Iteration 13Q: 3 clusters Score -7302912 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -7303094.500000 Penalty: 5452.874023
	Iteration 14Q: 3 clusters Score -7303094 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -7303234.000000 Penalty: 5452.874023
	Iteration 15Q: 3 clusters Score -7303234 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -7303363.500000 Penalty: 5452.874023
	Iteration 16Q: 3 clusters Score -7303364 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55295 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -7303482.500000 Penalty: 5452.874023
	Iteration 17Q: 3 clusters Score -7303482 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -7303627.500000 Penalty: 5452.874023
	Iteration 18Q: 3 clusters Score -7303628 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -7303672.000000 Penalty: 5452.874023
	Iteration 19Q: 3 clusters Score -7303672 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56254 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -7303778.500000 Penalty: 5452.874023
	Iteration 20F: 3 clusters Score -7303778 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -7303846.000000 Penalty: 5452.874023
	Iteration 21Q: 3 clusters Score -7303846 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -7303909.500000 Penalty: 5452.874023
	Iteration 22Q: 3 clusters Score -7303910 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -7303978.000000 Penalty: 5452.874023
	Iteration 23Q: 3 clusters Score -7303978 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -7304029.500000 Penalty: 5452.874023
	Iteration 24Q: 3 clusters Score -7304030 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57278 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -7304095.000000 Penalty: 5452.874023
	Iteration 25Q: 3 clusters Score -7304095 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -7304130.500000 Penalty: 5452.874023
	Iteration 26Q: 3 clusters Score -7304130 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -7304156.500000 Penalty: 5452.874023
	Iteration 27Q: 3 clusters Score -7304156 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57569 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7304186.000000 Penalty: 5452.874023
	Iteration 28Q: 3 clusters Score -7304186 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7304190.500000 Penalty: 5452.874023
	Iteration 29Q: 3 clusters Score -7304190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57670 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -7304193.500000 Penalty: 5452.874023
	Iteration 30Q: 3 clusters Score -7304194 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -7304200.000000 Penalty: 5452.874023
	Iteration 31Q: 3 clusters Score -7304200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57750 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -7304217.000000 Penalty: 5452.874023
	Iteration 32Q: 3 clusters Score -7304217 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -7304223.000000 Penalty: 5452.874023
	Iteration 33Q: 3 clusters Score -7304223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7304225.500000 Penalty: 5452.874023
	Iteration 34Q: 3 clusters Score -7304226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -7304230.000000 Penalty: 5452.874023
	Iteration 35Q: 3 clusters Score -7304230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -7304235.000000 Penalty: 5452.874023
	Iteration 36Q: 3 clusters Score -7304235 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -7304253.500000 Penalty: 5452.874023
	Iteration 37Q: 3 clusters Score -7304254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7304274.000000 Penalty: 5452.874023
	Iteration 38Q: 3 clusters Score -7304274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57934 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -7304278.500000 Penalty: 5452.874023
	Iteration 39Q: 3 clusters Score -7304278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -7304287.000000 Penalty: 5452.874023
	Iteration 40F: 3 clusters Score -7304287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57964 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7304294.000000 Penalty: 5452.874023
	Iteration 41Q: 3 clusters Score -7304294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7304292.500000 Penalty: 5452.874023
	Iteration 42Q: 3 clusters Score -7304292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57983 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7304288.500000 Penalty: 5452.874023
	Iteration 43Q: 3 clusters Score -7304288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57993 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -7304290.500000 Penalty: 5452.874023
	Iteration 44Q: 3 clusters Score -7304290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7304299.000000 Penalty: 5452.874023
	Iteration 45Q: 3 clusters Score -7304299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7304308.000000 Penalty: 5452.874023
	Iteration 46Q: 3 clusters Score -7304308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58015 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7304306.500000 Penalty: 5452.874023
	Iteration 47Q: 3 clusters Score -7304306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7304307.500000 Penalty: 5452.874023
	Iteration 48Q: 3 clusters Score -7304308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -7304306.500000 Penalty: 5452.874023
	Iteration 49Q: 3 clusters Score -7304306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7304304.000000 Penalty: 5452.874023
	Iteration 50Q: 3 clusters Score -7304304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58032 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7304304.500000 Penalty: 5452.874023
	Iteration 51Q: 3 clusters Score -7304304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7304303.000000 Penalty: 5452.874023
	Iteration 52Q: 3 clusters Score -7304303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7304300.000000 Penalty: 5452.874023
	Iteration 53Q: 3 clusters Score -7304300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58040 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -7304301.500000 Penalty: 5452.874023
	Iteration 54Q: 3 clusters Score -7304302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58045 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7304304.000000 Penalty: 5452.874023
	Iteration 55Q: 3 clusters Score -7304304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -7304302.500000 Penalty: 5452.874023
	Iteration 56Q: 3 clusters Score -7304302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58048 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7304298.000000 Penalty: 5452.874023
	Iteration 57Q: 3 clusters Score -7304298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7304298.500000 Penalty: 5452.874023
	Iteration 58Q: 3 clusters Score -7304298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -7304300.000000 Penalty: 5452.874023
	Iteration 59Q: 3 clusters Score -7304300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58058 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7304295.500000 Penalty: 5452.874023
	Iteration 60F: 3 clusters Score -7304296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -7304298.000000 Penalty: 5452.874023
	Iteration 61Q: 3 clusters Score -7304298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -7304298.000000 Penalty: 5452.874023
	Iteration 62Q: 3 clusters Score -7304298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7304308.000000 Penalty: 5452.874023
	Iteration 63Q: 3 clusters Score -7304308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7304301.000000 Penalty: 5452.874023
	Iteration 64Q: 3 clusters Score -7304301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7304305.500000 Penalty: 5452.874023
	Iteration 65Q: 3 clusters Score -7304306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -7304304.500000 Penalty: 5452.874023
	Iteration 66Q: 3 clusters Score -7304304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58102 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7304306.500000 Penalty: 5452.874023
	Iteration 67Q: 3 clusters Score -7304306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7304304.500000 Penalty: 5452.874023
	Iteration 68Q: 3 clusters Score -7304304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58113 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -7304311.500000 Penalty: 5452.874023
	Iteration 69Q: 3 clusters Score -7304312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58116 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7304311.000000 Penalty: 5452.874023
	Iteration 70Q: 3 clusters Score -7304311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7304313.500000 Penalty: 5452.874023
	Iteration 71Q: 3 clusters Score -7304314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -7304314.000000 Penalty: 5452.874023
	Iteration 72Q: 3 clusters Score -7304314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -7304310.000000 Penalty: 5452.874023
	Iteration 73Q: 3 clusters Score -7304310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58128 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -7304315.500000 Penalty: 5452.874023
	Iteration 74Q: 3 clusters Score -7304316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58131 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7304315.500000 Penalty: 5452.874023
	Iteration 75Q: 3 clusters Score -7304316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -7304313.500000 Penalty: 5452.874023
	Iteration 76Q: 3 clusters Score -7304314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58135 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -7304318.500000 Penalty: 5452.874023
	Iteration 77Q: 3 clusters Score -7304318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58135 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -7304318.500000 Penalty: 5452.874023
	Iteration 78F: 3 clusters Score -7304318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Entering Unmasked Estep 
Score: -6432805.500000 Penalty: 2701.715332
	Iteration 0F: 2 clusters Score -6432806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -6396396.500000 Penalty: 5403.430664
	Iteration 0F: 3 clusters Score -6396396 nChanged 25001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -6410526.000000 Penalty: 5403.430664
	Iteration 1F: 3 clusters Score -6410526 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -6411306.000000 Penalty: 5403.430664
	Iteration 2Q: 3 clusters Score -6411306 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -6412259.500000 Penalty: 5403.430664
	Iteration 3Q: 3 clusters Score -6412260 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -6413332.000000 Penalty: 5403.430664
	Iteration 4Q: 3 clusters Score -6413332 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -6414431.500000 Penalty: 5403.430664
	Iteration 5Q: 3 clusters Score -6414432 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -6415619.000000 Penalty: 5403.430664
	Iteration 6Q: 3 clusters Score -6415619 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -6416957.500000 Penalty: 5403.430664
	Iteration 7Q: 3 clusters Score -6416958 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -6418550.500000 Penalty: 5403.430664
	Iteration 8Q: 3 clusters Score -6418550 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -6420421.000000 Penalty: 5403.430664
	Iteration 9F: 3 clusters Score -6420421 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -6422624.500000 Penalty: 5403.430664
	Iteration 10F: 3 clusters Score -6422624 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -6424722.000000 Penalty: 5403.430664
	Iteration 11F: 3 clusters Score -6424722 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -6426365.500000 Penalty: 5403.430664
	Iteration 12Q: 3 clusters Score -6426366 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -6427402.500000 Penalty: 5403.430664
	Iteration 13Q: 3 clusters Score -6427402 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -6428118.500000 Penalty: 5403.430664
	Iteration 14Q: 3 clusters Score -6428118 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -6428665.500000 Penalty: 5403.430664
	Iteration 15Q: 3 clusters Score -6428666 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -6429098.000000 Penalty: 5403.430664
	Iteration 16Q: 3 clusters Score -6429098 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -6429531.500000 Penalty: 5403.430664
	Iteration 17Q: 3 clusters Score -6429532 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -6430009.000000 Penalty: 5403.430664
	Iteration 18Q: 3 clusters Score -6430009 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -6430373.500000 Penalty: 5403.430664
	Iteration 19Q: 3 clusters Score -6430374 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -6430701.500000 Penalty: 5403.430664
	Iteration 20F: 3 clusters Score -6430702 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -6431050.500000 Penalty: 5403.430664
	Iteration 21Q: 3 clusters Score -6431050 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -6431245.000000 Penalty: 5403.430664
	Iteration 22Q: 3 clusters Score -6431245 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -6431402.500000 Penalty: 5403.430664
	Iteration 23Q: 3 clusters Score -6431402 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -6431473.500000 Penalty: 5403.430664
	Iteration 24Q: 3 clusters Score -6431474 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -6431533.500000 Penalty: 5403.430664
	Iteration 25Q: 3 clusters Score -6431534 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -6431554.500000 Penalty: 5403.430664
	Iteration 26Q: 3 clusters Score -6431554 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -6431562.000000 Penalty: 5403.430664
	Iteration 27Q: 3 clusters Score -6431562 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -6431583.000000 Penalty: 5403.430664
	Iteration 28Q: 3 clusters Score -6431583 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -6431602.500000 Penalty: 5403.430664
	Iteration 29Q: 3 clusters Score -6431602 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -6431618.000000 Penalty: 5403.430664
	Iteration 30Q: 3 clusters Score -6431618 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -6431611.500000 Penalty: 5403.430664
	Iteration 31Q: 3 clusters Score -6431612 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -6431588.500000 Penalty: 5403.430664
	Iteration 32Q: 3 clusters Score -6431588 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -6431588.500000 Penalty: 5403.430664
	Iteration 33Q: 3 clusters Score -6431588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -6431596.000000 Penalty: 5403.430664
	Iteration 34Q: 3 clusters Score -6431596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -6431594.000000 Penalty: 5403.430664
	Iteration 35Q: 3 clusters Score -6431594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -6431594.000000 Penalty: 5403.430664
	Iteration 36Q: 3 clusters Score -6431594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -6431592.500000 Penalty: 5403.430664
	Iteration 37Q: 3 clusters Score -6431592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -6431583.500000 Penalty: 5403.430664
	Iteration 38Q: 3 clusters Score -6431584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -6431594.500000 Penalty: 5403.430664
	Iteration 39Q: 3 clusters Score -6431594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -6431592.500000 Penalty: 5403.430664
	Iteration 40F: 3 clusters Score -6431592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -6431596.500000 Penalty: 5403.430664
	Iteration 41Q: 3 clusters Score -6431596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -6431597.000000 Penalty: 5403.430664
	Iteration 42Q: 3 clusters Score -6431597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -6431589.500000 Penalty: 5403.430664
	Iteration 43Q: 3 clusters Score -6431590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -6431593.500000 Penalty: 5403.430664
	Iteration 44Q: 3 clusters Score -6431594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -6431599.000000 Penalty: 5403.430664
	Iteration 45Q: 3 clusters Score -6431599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -6431596.500000 Penalty: 5403.430664
	Iteration 46Q: 3 clusters Score -6431596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -6431596.500000 Penalty: 5403.430664
	Iteration 47F: 3 clusters Score -6431596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -196801.390625 Penalty: 1828.752441
	Iteration 0F: 2 clusters Score -196801.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -194429.359375 Penalty: 3657.504883
	Iteration 0F: 3 clusters Score -194429.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -194785.343750 Penalty: 3657.504883
	Iteration 1F: 3 clusters Score -194785.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -194883.281250 Penalty: 3657.504883
	Iteration 2F: 3 clusters Score -194883.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -194947.859375 Penalty: 3657.504883
	Iteration 3Q: 3 clusters Score -194947.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -194980.562500 Penalty: 3657.504883
	Iteration 4Q: 3 clusters Score -194980.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -195002.062500 Penalty: 3657.504883
	Iteration 5Q: 3 clusters Score -195002.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -195011.546875 Penalty: 3657.504883
	Iteration 6Q: 3 clusters Score -195011.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -195020.218750 Penalty: 3657.504883
	Iteration 7Q: 3 clusters Score -195020.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -195029.687500 Penalty: 3657.504883
	Iteration 8Q: 3 clusters Score -195029.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -195038.765625 Penalty: 3657.504883
	Iteration 9Q: 3 clusters Score -195038.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -195047.406250 Penalty: 3657.504883
	Iteration 10Q: 3 clusters Score -195047.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -195052.281250 Penalty: 3657.504883
	Iteration 11Q: 3 clusters Score -195052.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -195055.406250 Penalty: 3657.504883
	Iteration 12Q: 3 clusters Score -195055.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -195057.546875 Penalty: 3657.504883
	Iteration 13Q: 3 clusters Score -195057.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -195058.578125 Penalty: 3657.504883
	Iteration 14Q: 3 clusters Score -195058.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -195059.468750 Penalty: 3657.504883
	Iteration 15Q: 3 clusters Score -195059.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -195062.734375 Penalty: 3657.504883
	Iteration 16Q: 3 clusters Score -195062.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -195063.703125 Penalty: 3657.504883
	Iteration 17Q: 3 clusters Score -195063.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -195065.453125 Penalty: 3657.504883
	Iteration 18Q: 3 clusters Score -195065.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -195066.171875 Penalty: 3657.504883
	Iteration 19Q: 3 clusters Score -195066.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -195066.203125 Penalty: 3657.504883
	Iteration 20F: 3 clusters Score -195066.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Entering Unmasked Estep 
Score: -436339.656250 Penalty: 2045.829712
	Iteration 0F: 2 clusters Score -436339.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -432541.437500 Penalty: 4091.659424
	Iteration 0F: 3 clusters Score -432541.4 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -433422.093750 Penalty: 4091.659424
	Iteration 1F: 3 clusters Score -433422.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -433678.250000 Penalty: 4091.659424
	Iteration 2F: 3 clusters Score -433678.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -433918.250000 Penalty: 4091.659424
	Iteration 3F: 3 clusters Score -433918.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -434121.062500 Penalty: 4091.659424
	Iteration 4F: 3 clusters Score -434121.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -434317.093750 Penalty: 4091.659424
	Iteration 5F: 3 clusters Score -434317.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -434494.406250 Penalty: 4091.659424
	Iteration 6Q: 3 clusters Score -434494.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -434715.437500 Penalty: 4091.659424
	Iteration 7Q: 3 clusters Score -434715.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -434914.906250 Penalty: 4091.659424
	Iteration 8Q: 3 clusters Score -434914.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -435090.656250 Penalty: 4091.659424
	Iteration 9Q: 3 clusters Score -435090.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -435254.656250 Penalty: 4091.659424
	Iteration 10Q: 3 clusters Score -435254.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -435425.562500 Penalty: 4091.659424
	Iteration 11Q: 3 clusters Score -435425.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -435609.843750 Penalty: 4091.659424
	Iteration 12Q: 3 clusters Score -435609.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -435781.312500 Penalty: 4091.659424
	Iteration 13Q: 3 clusters Score -435781.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -435967.125000 Penalty: 4091.659424
	Iteration 14Q: 3 clusters Score -435967.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -436143.750000 Penalty: 4091.659424
	Iteration 15Q: 3 clusters Score -436143.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -436285.187500 Penalty: 4091.659424
	Iteration 16Q: 3 clusters Score -436285.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -436340.062500 Penalty: 4091.659424
	Iteration 17Q: 3 clusters Score -436340.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -436376.968750 Penalty: 4091.659424
	Iteration 18Q: 3 clusters Score -436377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -436397.593750 Penalty: 4091.659424
	Iteration 19Q: 3 clusters Score -436397.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -436425.937500 Penalty: 4091.659424
	Iteration 20F: 3 clusters Score -436425.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -436445.718750 Penalty: 4091.659424
	Iteration 21Q: 3 clusters Score -436445.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -436452.937500 Penalty: 4091.659424
	Iteration 22Q: 3 clusters Score -436452.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -436456.812500 Penalty: 4091.659424
	Iteration 23Q: 3 clusters Score -436456.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -436460.437500 Penalty: 4091.659424
	Iteration 24Q: 3 clusters Score -436460.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -436461.812500 Penalty: 4091.659424
	Iteration 25Q: 3 clusters Score -436461.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -436464.156250 Penalty: 4091.659424
	Iteration 26Q: 3 clusters Score -436464.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -436468.187500 Penalty: 4091.659424
	Iteration 27Q: 3 clusters Score -436468.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -436468.281250 Penalty: 4091.659424
	Iteration 28Q: 3 clusters Score -436468.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -436468.281250 Penalty: 4091.659424
	Iteration 29F: 3 clusters Score -436468.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264151 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 9604 members 
Mstep: Class 4 contains 227544 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 11561 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2015 members 
Mstep: Class 10 contains 233049 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 30690 members 
Mstep: Class 13 contains 183585 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 53619 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 14790 members 
Mstep: Class 18 contains 59498 members 
Mstep: Class 19 contains 53853 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 1132 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4615 members 
Mstep: Class 24 contains 3062 members 
Mstep: Class 25 contains 1325 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 7266 members 
Mstep: Class 28 contains 9341 members 
Mstep: Class 29 contains 47100 members 
Mstep: Class 30 contains 7752 members 
Mstep: Class 31 contains 885 members 
Mstep: Class 32 contains 2693 members 
Entering Unmasked Estep 
Score: -148008256.000000 Penalty: 111382.570312
Splitting cluster 21 changes total score from -148008976.000000 to -148008256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -210050.562500 Penalty: 1845.447510
	Iteration 0F: 2 clusters Score -210050.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -207611.312500 Penalty: 3690.895020
	Iteration 0F: 3 clusters Score -207611.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -208003.500000 Penalty: 3690.895020
	Iteration 1F: 3 clusters Score -208003.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -208098.859375 Penalty: 3690.895020
	Iteration 2F: 3 clusters Score -208098.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -208141.578125 Penalty: 3690.895020
	Iteration 3Q: 3 clusters Score -208141.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -208167.093750 Penalty: 3690.895020
	Iteration 4Q: 3 clusters Score -208167.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -208189.750000 Penalty: 3690.895020
	Iteration 5Q: 3 clusters Score -208189.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -208209.359375 Penalty: 3690.895020
	Iteration 6Q: 3 clusters Score -208209.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -208223.328125 Penalty: 3690.895020
	Iteration 7Q: 3 clusters Score -208223.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -208233.906250 Penalty: 3690.895020
	Iteration 8Q: 3 clusters Score -208233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -208237.187500 Penalty: 3690.895020
	Iteration 9Q: 3 clusters Score -208237.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -208242.171875 Penalty: 3690.895020
	Iteration 10Q: 3 clusters Score -208242.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -208245.500000 Penalty: 3690.895020
	Iteration 11Q: 3 clusters Score -208245.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -208246.781250 Penalty: 3690.895020
	Iteration 12Q: 3 clusters Score -208246.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -208246.781250 Penalty: 3690.895020
	Iteration 13F: 3 clusters Score -208246.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Entering Unmasked Estep 
Score: -544022.250000 Penalty: 2092.392578
	Iteration 0F: 2 clusters Score -544022.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -539740.062500 Penalty: 4184.785156
	Iteration 0F: 3 clusters Score -539740.1 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -540761.500000 Penalty: 4184.785156
	Iteration 1F: 3 clusters Score -540761.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -540979.375000 Penalty: 4184.785156
	Iteration 2F: 3 clusters Score -540979.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -541163.250000 Penalty: 4184.785156
	Iteration 3F: 3 clusters Score -541163.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -541320.875000 Penalty: 4184.785156
	Iteration 4F: 3 clusters Score -541320.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -541468.062500 Penalty: 4184.785156
	Iteration 5Q: 3 clusters Score -541468.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -541594.812500 Penalty: 4184.785156
	Iteration 6Q: 3 clusters Score -541594.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -541704.875000 Penalty: 4184.785156
	Iteration 7Q: 3 clusters Score -541704.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -541790.625000 Penalty: 4184.785156
	Iteration 8Q: 3 clusters Score -541790.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -541855.437500 Penalty: 4184.785156
	Iteration 9Q: 3 clusters Score -541855.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -541906.500000 Penalty: 4184.785156
	Iteration 10Q: 3 clusters Score -541906.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -541947.812500 Penalty: 4184.785156
	Iteration 11Q: 3 clusters Score -541947.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -541998.250000 Penalty: 4184.785156
	Iteration 12Q: 3 clusters Score -541998.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -542039.812500 Penalty: 4184.785156
	Iteration 13Q: 3 clusters Score -542039.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -542064.750000 Penalty: 4184.785156
	Iteration 14Q: 3 clusters Score -542064.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -542090.000000 Penalty: 4184.785156
	Iteration 15Q: 3 clusters Score -542090 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -542123.312500 Penalty: 4184.785156
	Iteration 16Q: 3 clusters Score -542123.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -542151.250000 Penalty: 4184.785156
	Iteration 17Q: 3 clusters Score -542151.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -542181.000000 Penalty: 4184.785156
	Iteration 18Q: 3 clusters Score -542181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -542198.875000 Penalty: 4184.785156
	Iteration 19Q: 3 clusters Score -542198.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -542210.062500 Penalty: 4184.785156
	Iteration 20F: 3 clusters Score -542210.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -542224.375000 Penalty: 4184.785156
	Iteration 21Q: 3 clusters Score -542224.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -542238.187500 Penalty: 4184.785156
	Iteration 22Q: 3 clusters Score -542238.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -542250.875000 Penalty: 4184.785156
	Iteration 23Q: 3 clusters Score -542250.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -542262.062500 Penalty: 4184.785156
	Iteration 24Q: 3 clusters Score -542262.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -542267.437500 Penalty: 4184.785156
	Iteration 25Q: 3 clusters Score -542267.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -542271.562500 Penalty: 4184.785156
	Iteration 26Q: 3 clusters Score -542271.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -542275.187500 Penalty: 4184.785156
	Iteration 27Q: 3 clusters Score -542275.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -542276.812500 Penalty: 4184.785156
	Iteration 28Q: 3 clusters Score -542276.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -542279.437500 Penalty: 4184.785156
	Iteration 29Q: 3 clusters Score -542279.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -542279.500000 Penalty: 4184.785156
	Iteration 30Q: 3 clusters Score -542279.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -542280.875000 Penalty: 4184.785156
	Iteration 31Q: 3 clusters Score -542280.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -542279.625000 Penalty: 4184.785156
	Iteration 32Q: 3 clusters Score -542279.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -542281.375000 Penalty: 4184.785156
	Iteration 33Q: 3 clusters Score -542281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -542280.812500 Penalty: 4184.785156
	Iteration 34Q: 3 clusters Score -542280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -542282.250000 Penalty: 4184.785156
	Iteration 35Q: 3 clusters Score -542282.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -542282.562500 Penalty: 4184.785156
	Iteration 36Q: 3 clusters Score -542282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -542282.562500 Penalty: 4184.785156
	Iteration 37Q: 3 clusters Score -542282.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -542282.750000 Penalty: 4184.785156
	Iteration 38Q: 3 clusters Score -542282.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -542283.437500 Penalty: 4184.785156
	Iteration 39Q: 3 clusters Score -542283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -542284.000000 Penalty: 4184.785156
	Iteration 40F: 3 clusters Score -542284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -542285.750000 Penalty: 4184.785156
	Iteration 41Q: 3 clusters Score -542285.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -542286.750000 Penalty: 4184.785156
	Iteration 42Q: 3 clusters Score -542286.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -542286.750000 Penalty: 4184.785156
	Iteration 43F: 3 clusters Score -542286.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Entering Unmasked Estep 
Score: -358473.843750 Penalty: 1990.652344
	Iteration 0F: 2 clusters Score -358473.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -355217.250000 Penalty: 3981.304688
	Iteration 0F: 3 clusters Score -355217.2 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -355929.125000 Penalty: 3981.304688
	Iteration 1F: 3 clusters Score -355929.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -356119.531250 Penalty: 3981.304688
	Iteration 2F: 3 clusters Score -356119.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -356217.250000 Penalty: 3981.304688
	Iteration 3Q: 3 clusters Score -356217.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -356285.718750 Penalty: 3981.304688
	Iteration 4Q: 3 clusters Score -356285.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -356357.281250 Penalty: 3981.304688
	Iteration 5Q: 3 clusters Score -356357.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -356427.468750 Penalty: 3981.304688
	Iteration 6Q: 3 clusters Score -356427.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -356490.593750 Penalty: 3981.304688
	Iteration 7Q: 3 clusters Score -356490.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -356546.875000 Penalty: 3981.304688
	Iteration 8Q: 3 clusters Score -356546.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -356602.781250 Penalty: 3981.304688
	Iteration 9Q: 3 clusters Score -356602.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -356661.531250 Penalty: 3981.304688
	Iteration 10Q: 3 clusters Score -356661.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -356720.781250 Penalty: 3981.304688
	Iteration 11Q: 3 clusters Score -356720.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -356768.531250 Penalty: 3981.304688
	Iteration 12Q: 3 clusters Score -356768.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -356811.312500 Penalty: 3981.304688
	Iteration 13Q: 3 clusters Score -356811.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -356872.062500 Penalty: 3981.304688
	Iteration 14Q: 3 clusters Score -356872.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -356942.843750 Penalty: 3981.304688
	Iteration 15Q: 3 clusters Score -356942.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -356997.781250 Penalty: 3981.304688
	Iteration 16Q: 3 clusters Score -356997.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -357038.937500 Penalty: 3981.304688
	Iteration 17Q: 3 clusters Score -357038.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -357076.750000 Penalty: 3981.304688
	Iteration 18Q: 3 clusters Score -357076.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -357104.406250 Penalty: 3981.304688
	Iteration 19Q: 3 clusters Score -357104.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -357121.250000 Penalty: 3981.304688
	Iteration 20F: 3 clusters Score -357121.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -357137.437500 Penalty: 3981.304688
	Iteration 21Q: 3 clusters Score -357137.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -357153.500000 Penalty: 3981.304688
	Iteration 22Q: 3 clusters Score -357153.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -357163.750000 Penalty: 3981.304688
	Iteration 23Q: 3 clusters Score -357163.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -357169.843750 Penalty: 3981.304688
	Iteration 24Q: 3 clusters Score -357169.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -357174.656250 Penalty: 3981.304688
	Iteration 25Q: 3 clusters Score -357174.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -357176.875000 Penalty: 3981.304688
	Iteration 26Q: 3 clusters Score -357176.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -357179.687500 Penalty: 3981.304688
	Iteration 27Q: 3 clusters Score -357179.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -357182.718750 Penalty: 3981.304688
	Iteration 28Q: 3 clusters Score -357182.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -357187.250000 Penalty: 3981.304688
	Iteration 29Q: 3 clusters Score -357187.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -357191.343750 Penalty: 3981.304688
	Iteration 30Q: 3 clusters Score -357191.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -357196.750000 Penalty: 3981.304688
	Iteration 31Q: 3 clusters Score -357196.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -357200.750000 Penalty: 3981.304688
	Iteration 32Q: 3 clusters Score -357200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -357202.812500 Penalty: 3981.304688
	Iteration 33Q: 3 clusters Score -357202.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -357204.000000 Penalty: 3981.304688
	Iteration 34Q: 3 clusters Score -357204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -357205.687500 Penalty: 3981.304688
	Iteration 35Q: 3 clusters Score -357205.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -357208.343750 Penalty: 3981.304688
	Iteration 36Q: 3 clusters Score -357208.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -357210.187500 Penalty: 3981.304688
	Iteration 37Q: 3 clusters Score -357210.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -357211.187500 Penalty: 3981.304688
	Iteration 38Q: 3 clusters Score -357211.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -357211.750000 Penalty: 3981.304688
	Iteration 39Q: 3 clusters Score -357211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -357211.531250 Penalty: 3981.304688
	Iteration 40F: 3 clusters Score -357211.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -357211.875000 Penalty: 3981.304688
	Iteration 41Q: 3 clusters Score -357211.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -357213.343750 Penalty: 3981.304688
	Iteration 42Q: 3 clusters Score -357213.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -357213.718750 Penalty: 3981.304688
	Iteration 43Q: 3 clusters Score -357213.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -357214.000000 Penalty: 3981.304688
	Iteration 44Q: 3 clusters Score -357214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -357214.000000 Penalty: 3981.304688
	Iteration 45F: 3 clusters Score -357214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Entering Unmasked Estep 
Score: -120246.546875 Penalty: 1782.913696
	Iteration 0F: 2 clusters Score -120246.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -118491.140625 Penalty: 3565.827393
	Iteration 0F: 3 clusters Score -118491.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -120380.437500 Penalty: 3565.827393
	Iteration 1F: 3 clusters Score -120380.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -122153.164062 Penalty: 3565.827393
	Iteration 2F: 3 clusters Score -122153.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -123266.046875 Penalty: 3565.827393
	Iteration 3F: 3 clusters Score -123266 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -123726.773438 Penalty: 3565.827393
	Iteration 4Q: 3 clusters Score -123726.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -123874.828125 Penalty: 3565.827393
	Iteration 5Q: 3 clusters Score -123874.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -123938.148438 Penalty: 3565.827393
	Iteration 6Q: 3 clusters Score -123938.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -123998.242188 Penalty: 3565.827393
	Iteration 7Q: 3 clusters Score -123998.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -124004.039062 Penalty: 3565.827393
	Iteration 8Q: 3 clusters Score -124004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -124040.890625 Penalty: 3565.827393
	Iteration 9F: 3 clusters Score -124040.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -124201.781250 Penalty: 3565.827393
	Iteration 10Q: 3 clusters Score -124201.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -124473.531250 Penalty: 3565.827393
	Iteration 11Q: 3 clusters Score -124473.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -124592.750000 Penalty: 3565.827393
	Iteration 12Q: 3 clusters Score -124592.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -124641.085938 Penalty: 3565.827393
	Iteration 13Q: 3 clusters Score -124641.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -124659.343750 Penalty: 3565.827393
	Iteration 14Q: 3 clusters Score -124659.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -124660.945312 Penalty: 3565.827393
	Iteration 15Q: 3 clusters Score -124660.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -124766.023438 Penalty: 3565.827393
	Iteration 16F: 3 clusters Score -124766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -125312.875000 Penalty: 3565.827393
	Iteration 17Q: 3 clusters Score -125312.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -126093.304688 Penalty: 3565.827393
	Iteration 18Q: 3 clusters Score -126093.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -126096.265625 Penalty: 3565.827393
	Iteration 19Q: 3 clusters Score -126096.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -126096.265625 Penalty: 3565.827393
	Iteration 20F: 3 clusters Score -126096.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264151 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 9604 members 
Mstep: Class 4 contains 227544 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 11561 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2015 members 
Mstep: Class 10 contains 233049 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 30690 members 
Mstep: Class 13 contains 183585 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 53619 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 14790 members 
Mstep: Class 18 contains 59498 members 
Mstep: Class 19 contains 53853 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3825 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4615 members 
Mstep: Class 24 contains 3062 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 7266 members 
Mstep: Class 28 contains 9341 members 
Mstep: Class 29 contains 47100 members 
Mstep: Class 30 contains 7752 members 
Mstep: Class 31 contains 885 members 
Mstep: Class 32 contains 426 members 
Entering Unmasked Estep 
Score: -148013984.000000 Penalty: 111382.570312
Splitting cluster 25 changes total score from -148008976.000000 to -148013984.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 26 (1277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Entering Unmasked Estep 
Score: -152117.109375 Penalty: 1773.762695
	Iteration 0F: 2 clusters Score -152117.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -150016.015625 Penalty: 3547.525391
	Iteration 0F: 3 clusters Score -150016 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -150461.515625 Penalty: 3547.525391
	Iteration 1F: 3 clusters Score -150461.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -150746.406250 Penalty: 3547.525391
	Iteration 2F: 3 clusters Score -150746.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -151002.484375 Penalty: 3547.525391
	Iteration 3F: 3 clusters Score -151002.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -151206.343750 Penalty: 3547.525391
	Iteration 4F: 3 clusters Score -151206.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -151336.875000 Penalty: 3547.525391
	Iteration 5F: 3 clusters Score -151336.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -151381.015625 Penalty: 3547.525391
	Iteration 6Q: 3 clusters Score -151381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -151416.593750 Penalty: 3547.525391
	Iteration 7Q: 3 clusters Score -151416.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -151442.468750 Penalty: 3547.525391
	Iteration 8Q: 3 clusters Score -151442.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -151451.093750 Penalty: 3547.525391
	Iteration 9Q: 3 clusters Score -151451.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -151458.437500 Penalty: 3547.525391
	Iteration 10Q: 3 clusters Score -151458.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -151463.015625 Penalty: 3547.525391
	Iteration 11Q: 3 clusters Score -151463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -151463.015625 Penalty: 3547.525391
	Iteration 12F: 3 clusters Score -151463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Entering Unmasked Estep 
Score: -886178.625000 Penalty: 2204.958496
	Iteration 0F: 2 clusters Score -886178.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -880243.375000 Penalty: 4409.916992
	Iteration 0F: 3 clusters Score -880243.4 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -881884.812500 Penalty: 4409.916992
	Iteration 1F: 3 clusters Score -881884.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -882122.125000 Penalty: 4409.916992
	Iteration 2F: 3 clusters Score -882122.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -882269.812500 Penalty: 4409.916992
	Iteration 3Q: 3 clusters Score -882269.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -882376.187500 Penalty: 4409.916992
	Iteration 4Q: 3 clusters Score -882376.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -882476.500000 Penalty: 4409.916992
	Iteration 5Q: 3 clusters Score -882476.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -882576.750000 Penalty: 4409.916992
	Iteration 6Q: 3 clusters Score -882576.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -882669.937500 Penalty: 4409.916992
	Iteration 7Q: 3 clusters Score -882669.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -882767.062500 Penalty: 4409.916992
	Iteration 8Q: 3 clusters Score -882767.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -882861.500000 Penalty: 4409.916992
	Iteration 9Q: 3 clusters Score -882861.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -882972.500000 Penalty: 4409.916992
	Iteration 10Q: 3 clusters Score -882972.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -883095.312500 Penalty: 4409.916992
	Iteration 11Q: 3 clusters Score -883095.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -883223.937500 Penalty: 4409.916992
	Iteration 12Q: 3 clusters Score -883223.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -883356.437500 Penalty: 4409.916992
	Iteration 13Q: 3 clusters Score -883356.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -883501.562500 Penalty: 4409.916992
	Iteration 14Q: 3 clusters Score -883501.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -883628.437500 Penalty: 4409.916992
	Iteration 15Q: 3 clusters Score -883628.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -883739.625000 Penalty: 4409.916992
	Iteration 16Q: 3 clusters Score -883739.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -883846.437500 Penalty: 4409.916992
	Iteration 17Q: 3 clusters Score -883846.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -883932.937500 Penalty: 4409.916992
	Iteration 18Q: 3 clusters Score -883932.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -884007.312500 Penalty: 4409.916992
	Iteration 19Q: 3 clusters Score -884007.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -884056.562500 Penalty: 4409.916992
	Iteration 20F: 3 clusters Score -884056.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -884087.000000 Penalty: 4409.916992
	Iteration 21Q: 3 clusters Score -884087 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -884116.375000 Penalty: 4409.916992
	Iteration 22Q: 3 clusters Score -884116.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -884137.625000 Penalty: 4409.916992
	Iteration 23Q: 3 clusters Score -884137.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -884160.625000 Penalty: 4409.916992
	Iteration 24Q: 3 clusters Score -884160.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -884178.562500 Penalty: 4409.916992
	Iteration 25Q: 3 clusters Score -884178.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -884187.687500 Penalty: 4409.916992
	Iteration 26Q: 3 clusters Score -884187.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -884194.937500 Penalty: 4409.916992
	Iteration 27Q: 3 clusters Score -884194.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -884203.750000 Penalty: 4409.916992
	Iteration 28Q: 3 clusters Score -884203.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -884209.562500 Penalty: 4409.916992
	Iteration 29Q: 3 clusters Score -884209.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -884214.625000 Penalty: 4409.916992
	Iteration 30Q: 3 clusters Score -884214.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -884217.750000 Penalty: 4409.916992
	Iteration 31Q: 3 clusters Score -884217.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -884226.562500 Penalty: 4409.916992
	Iteration 32Q: 3 clusters Score -884226.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -884239.875000 Penalty: 4409.916992
	Iteration 33Q: 3 clusters Score -884239.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -884253.062500 Penalty: 4409.916992
	Iteration 34Q: 3 clusters Score -884253.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -884259.812500 Penalty: 4409.916992
	Iteration 35Q: 3 clusters Score -884259.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -884264.250000 Penalty: 4409.916992
	Iteration 36Q: 3 clusters Score -884264.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -884269.625000 Penalty: 4409.916992
	Iteration 37Q: 3 clusters Score -884269.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -884272.375000 Penalty: 4409.916992
	Iteration 38Q: 3 clusters Score -884272.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -884277.125000 Penalty: 4409.916992
	Iteration 39Q: 3 clusters Score -884277.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -884280.125000 Penalty: 4409.916992
	Iteration 40F: 3 clusters Score -884280.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -884285.875000 Penalty: 4409.916992
	Iteration 41Q: 3 clusters Score -884285.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -884289.500000 Penalty: 4409.916992
	Iteration 42Q: 3 clusters Score -884289.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -884292.562500 Penalty: 4409.916992
	Iteration 43Q: 3 clusters Score -884292.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -884293.125000 Penalty: 4409.916992
	Iteration 44Q: 3 clusters Score -884293.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -884293.125000 Penalty: 4409.916992
	Iteration 45F: 3 clusters Score -884293.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Entering Unmasked Estep 
Score: -1112681.625000 Penalty: 2267.257812
	Iteration 0F: 2 clusters Score -1112682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1105451.375000 Penalty: 4534.515625
	Iteration 0F: 3 clusters Score -1105451 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1107590.125000 Penalty: 4534.515625
	Iteration 1F: 3 clusters Score -1107590 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1108016.125000 Penalty: 4534.515625
	Iteration 2F: 3 clusters Score -1108016 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1108481.625000 Penalty: 4534.515625
	Iteration 3F: 3 clusters Score -1108482 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1108929.000000 Penalty: 4534.515625
	Iteration 4F: 3 clusters Score -1108929 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1109334.000000 Penalty: 4534.515625
	Iteration 5F: 3 clusters Score -1109334 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1109717.750000 Penalty: 4534.515625
	Iteration 6F: 3 clusters Score -1109718 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1109972.625000 Penalty: 4534.515625
	Iteration 7Q: 3 clusters Score -1109973 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1110154.000000 Penalty: 4534.515625
	Iteration 8Q: 3 clusters Score -1110154 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1110258.750000 Penalty: 4534.515625
	Iteration 9Q: 3 clusters Score -1110259 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1110319.625000 Penalty: 4534.515625
	Iteration 10Q: 3 clusters Score -1110320 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1110361.000000 Penalty: 4534.515625
	Iteration 11Q: 3 clusters Score -1110361 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1110389.125000 Penalty: 4534.515625
	Iteration 12Q: 3 clusters Score -1110389 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1110409.625000 Penalty: 4534.515625
	Iteration 13Q: 3 clusters Score -1110410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1110424.375000 Penalty: 4534.515625
	Iteration 14Q: 3 clusters Score -1110424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1110435.625000 Penalty: 4534.515625
	Iteration 15Q: 3 clusters Score -1110436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1110441.500000 Penalty: 4534.515625
	Iteration 16Q: 3 clusters Score -1110442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1110449.125000 Penalty: 4534.515625
	Iteration 17Q: 3 clusters Score -1110449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1110454.500000 Penalty: 4534.515625
	Iteration 18Q: 3 clusters Score -1110454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1110460.375000 Penalty: 4534.515625
	Iteration 19Q: 3 clusters Score -1110460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1110467.125000 Penalty: 4534.515625
	Iteration 20F: 3 clusters Score -1110467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1110472.125000 Penalty: 4534.515625
	Iteration 21Q: 3 clusters Score -1110472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1110473.375000 Penalty: 4534.515625
	Iteration 22Q: 3 clusters Score -1110473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1110473.750000 Penalty: 4534.515625
	Iteration 23Q: 3 clusters Score -1110474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1110477.625000 Penalty: 4534.515625
	Iteration 24Q: 3 clusters Score -1110478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1110481.125000 Penalty: 4534.515625
	Iteration 25Q: 3 clusters Score -1110481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1110481.000000 Penalty: 4534.515625
	Iteration 26Q: 3 clusters Score -1110481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1110482.750000 Penalty: 4534.515625
	Iteration 27Q: 3 clusters Score -1110483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1110484.125000 Penalty: 4534.515625
	Iteration 28Q: 3 clusters Score -1110484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1110484.125000 Penalty: 4534.515625
	Iteration 29Q: 3 clusters Score -1110484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1110487.750000 Penalty: 4534.515625
	Iteration 30Q: 3 clusters Score -1110488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1110489.875000 Penalty: 4534.515625
	Iteration 31Q: 3 clusters Score -1110490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1110488.625000 Penalty: 4534.515625
	Iteration 32Q: 3 clusters Score -1110489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1110490.500000 Penalty: 4534.515625
	Iteration 33Q: 3 clusters Score -1110490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1110489.250000 Penalty: 4534.515625
	Iteration 34Q: 3 clusters Score -1110489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1110493.125000 Penalty: 4534.515625
	Iteration 35Q: 3 clusters Score -1110493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1110497.125000 Penalty: 4534.515625
	Iteration 36Q: 3 clusters Score -1110497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1110496.125000 Penalty: 4534.515625
	Iteration 37Q: 3 clusters Score -1110496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1110499.250000 Penalty: 4534.515625
	Iteration 38Q: 3 clusters Score -1110499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1110499.125000 Penalty: 4534.515625
	Iteration 39Q: 3 clusters Score -1110499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1110500.500000 Penalty: 4534.515625
	Iteration 40F: 3 clusters Score -1110500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1110501.875000 Penalty: 4534.515625
	Iteration 41Q: 3 clusters Score -1110502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1110501.875000 Penalty: 4534.515625
	Iteration 42F: 3 clusters Score -1110502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (47100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Entering Unmasked Estep 
Score: -5581910.500000 Penalty: 2668.486816
	Iteration 0F: 2 clusters Score -5581910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -5550252.000000 Penalty: 5336.973633
	Iteration 0F: 3 clusters Score -5550252 nChanged 21565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -5562776.500000 Penalty: 5336.973633
	Iteration 1F: 3 clusters Score -5562776 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -5564067.500000 Penalty: 5336.973633
	Iteration 2F: 3 clusters Score -5564068 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -5565986.500000 Penalty: 5336.973633
	Iteration 3F: 3 clusters Score -5565986 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -5569076.500000 Penalty: 5336.973633
	Iteration 4F: 3 clusters Score -5569076 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -5573830.500000 Penalty: 5336.973633
	Iteration 5F: 3 clusters Score -5573830 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -5578462.500000 Penalty: 5336.973633
	Iteration 6F: 3 clusters Score -5578462 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -5581433.500000 Penalty: 5336.973633
	Iteration 7F: 3 clusters Score -5581434 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -5583229.500000 Penalty: 5336.973633
	Iteration 8F: 3 clusters Score -5583230 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -5584265.500000 Penalty: 5336.973633
	Iteration 9Q: 3 clusters Score -5584266 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -5584884.500000 Penalty: 5336.973633
	Iteration 10Q: 3 clusters Score -5584884 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -5585247.000000 Penalty: 5336.973633
	Iteration 11Q: 3 clusters Score -5585247 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -5585469.000000 Penalty: 5336.973633
	Iteration 12Q: 3 clusters Score -5585469 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -5585590.500000 Penalty: 5336.973633
	Iteration 13Q: 3 clusters Score -5585590 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -5585674.000000 Penalty: 5336.973633
	Iteration 14Q: 3 clusters Score -5585674 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -5585740.500000 Penalty: 5336.973633
	Iteration 15Q: 3 clusters Score -5585740 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -5585774.000000 Penalty: 5336.973633
	Iteration 16Q: 3 clusters Score -5585774 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -5585780.500000 Penalty: 5336.973633
	Iteration 17Q: 3 clusters Score -5585780 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -5585775.500000 Penalty: 5336.973633
	Iteration 18Q: 3 clusters Score -5585776 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -5585773.000000 Penalty: 5336.973633
	Iteration 19Q: 3 clusters Score -5585773 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -5585772.500000 Penalty: 5336.973633
	Iteration 20F: 3 clusters Score -5585772 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -5585772.500000 Penalty: 5336.973633
	Iteration 21Q: 3 clusters Score -5585772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -5585764.000000 Penalty: 5336.973633
	Iteration 22Q: 3 clusters Score -5585764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -5585763.000000 Penalty: 5336.973633
	Iteration 23Q: 3 clusters Score -5585763 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -5585779.000000 Penalty: 5336.973633
	Iteration 24Q: 3 clusters Score -5585779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -5585778.000000 Penalty: 5336.973633
	Iteration 25Q: 3 clusters Score -5585778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -5585778.000000 Penalty: 5336.973633
	Iteration 26Q: 3 clusters Score -5585778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -5585797.000000 Penalty: 5336.973633
	Iteration 27Q: 3 clusters Score -5585797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -5585783.000000 Penalty: 5336.973633
	Iteration 28Q: 3 clusters Score -5585783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -5585792.000000 Penalty: 5336.973633
	Iteration 29Q: 3 clusters Score -5585792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -5585799.500000 Penalty: 5336.973633
	Iteration 30Q: 3 clusters Score -5585800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -5585815.500000 Penalty: 5336.973633
	Iteration 31Q: 3 clusters Score -5585816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -5585808.000000 Penalty: 5336.973633
	Iteration 32Q: 3 clusters Score -5585808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -5585808.000000 Penalty: 5336.973633
	Iteration 33Q: 3 clusters Score -5585808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -5585808.000000 Penalty: 5336.973633
	Iteration 34Q: 3 clusters Score -5585808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -5585805.000000 Penalty: 5336.973633
	Iteration 35Q: 3 clusters Score -5585805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -5585807.000000 Penalty: 5336.973633
	Iteration 36Q: 3 clusters Score -5585807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -5585813.500000 Penalty: 5336.973633
	Iteration 37Q: 3 clusters Score -5585814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -5585807.500000 Penalty: 5336.973633
	Iteration 38Q: 3 clusters Score -5585808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -5585809.000000 Penalty: 5336.973633
	Iteration 39Q: 3 clusters Score -5585809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -5585810.500000 Penalty: 5336.973633
	Iteration 40F: 3 clusters Score -5585810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264151 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 9604 members 
Mstep: Class 4 contains 227544 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 11561 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2015 members 
Mstep: Class 10 contains 233049 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 30690 members 
Mstep: Class 13 contains 183585 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 53619 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 14790 members 
Mstep: Class 18 contains 59498 members 
Mstep: Class 19 contains 53853 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3825 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4615 members 
Mstep: Class 24 contains 3062 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 7266 members 
Mstep: Class 28 contains 9341 members 
Mstep: Class 29 contains 24141 members 
Mstep: Class 30 contains 7752 members 
Mstep: Class 31 contains 885 members 
Mstep: Class 32 contains 426 members 
Mstep: Class 33 contains 22959 members 
Entering Unmasked Estep 
Score: -148017184.000000 Penalty: 114863.273438
Splitting cluster 29 changes total score from -148008976.000000 to -148017184.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 264151 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 9604 members 
Mstep: Class 4 contains 227544 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 11561 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2015 members 
Mstep: Class 10 contains 233049 members 
Mstep: Class 11 contains 3273 members 
Mstep: Class 12 contains 30690 members 
Mstep: Class 13 contains 183585 members 
Mstep: Class 14 contains 460 members 
Mstep: Class 15 contains 53619 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 14790 members 
Mstep: Class 18 contains 59498 members 
Mstep: Class 19 contains 53853 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3825 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4615 members 
Mstep: Class 24 contains 3062 members 
Mstep: Class 25 contains 899 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 7266 members 
Mstep: Class 28 contains 9341 members 
Mstep: Class 29 contains 24141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148020928.000000 Penalty: 114863.273438
Iteration 79Q: 34 clusters Score -1.480209e+08 nChanged 6354
Entering Unmasked Mstep 
Mstep: Class 0 contains 836 members 
Mstep: Class 1 contains 264173 members 
Mstep: Class 2 contains 2020 members 
Mstep: Class 3 contains 9624 members 
Mstep: Class 4 contains 227612 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 11582 members 
Mstep: Class 8 contains 626 members 
Mstep: Class 9 contains 2051 members 
Mstep: Class 10 contains 232800 members 
Mstep: Class 11 contains 3301 members 
Mstep: Class 12 contains 30813 members 
Mstep: Class 13 contains 184453 members 
Mstep: Class 14 contains 466 members 
Mstep: Class 15 contains 53608 members 
Mstep: Class 16 contains 259 members 
Mstep: Class 17 contains 15090 members 
Mstep: Class 18 contains 59476 members 
Mstep: Class 19 contains 53664 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3821 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4535 members 
Mstep: Class 24 contains 3065 members 
Mstep: Class 25 contains 894 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 7263 members 
Mstep: Class 28 contains 9350 members 
Mstep: Class 29 contains 24506 members 
Mstep: Class 30 contains 7258 members 
Mstep: Class 31 contains 883 members 
Mstep: Class 32 contains 436 members 
Mstep: Class 33 contains 21932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148024496.000000 Penalty: 114863.273438
Iteration 80F: 34 clusters Score -1.480245e+08 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 264149 members 
Mstep: Class 2 contains 2128 members 
Mstep: Class 3 contains 9661 members 
Mstep: Class 4 contains 227686 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 3121 members 
Mstep: Class 7 contains 11532 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2042 members 
Mstep: Class 10 contains 232676 members 
Mstep: Class 11 contains 3269 members 
Mstep: Class 12 contains 30535 members 
Mstep: Class 13 contains 184475 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53599 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 15355 members 
Mstep: Class 18 contains 59468 members 
Mstep: Class 19 contains 53321 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3821 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 3067 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 7262 members 
Mstep: Class 28 contains 9343 members 
Mstep: Class 29 contains 24582 members 
Mstep: Class 30 contains 7281 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 22301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148025408.000000 Penalty: 114863.273438
Iteration 81Q: 34 clusters Score -1.480254e+08 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 264105 members 
Mstep: Class 2 contains 2215 members 
Mstep: Class 3 contains 9698 members 
Mstep: Class 4 contains 227703 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 3106 members 
Mstep: Class 7 contains 11503 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 232575 members 
Mstep: Class 11 contains 3256 members 
Mstep: Class 12 contains 30316 members 
Mstep: Class 13 contains 184496 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53592 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 15600 members 
Mstep: Class 18 contains 59454 members 
Mstep: Class 19 contains 53055 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3825 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4435 members 
Mstep: Class 24 contains 3065 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 9344 members 
Mstep: Class 29 contains 24756 members 
Mstep: Class 30 contains 7281 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 22476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148025744.000000 Penalty: 114863.273438
Iteration 82Q: 34 clusters Score -1.480257e+08 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 264070 members 
Mstep: Class 2 contains 2283 members 
Mstep: Class 3 contains 9747 members 
Mstep: Class 4 contains 227728 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 3101 members 
Mstep: Class 7 contains 11492 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 232506 members 
Mstep: Class 11 contains 3241 members 
Mstep: Class 12 contains 30100 members 
Mstep: Class 13 contains 184497 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53580 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 59429 members 
Mstep: Class 19 contains 52828 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3822 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4407 members 
Mstep: Class 24 contains 3064 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7253 members 
Mstep: Class 28 contains 9344 members 
Mstep: Class 29 contains 24901 members 
Mstep: Class 30 contains 7274 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 22595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148025792.000000 Penalty: 114863.273438
Iteration 83Q: 34 clusters Score -1.480258e+08 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 264016 members 
Mstep: Class 2 contains 2320 members 
Mstep: Class 3 contains 9792 members 
Mstep: Class 4 contains 227751 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 3091 members 
Mstep: Class 7 contains 11475 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2043 members 
Mstep: Class 10 contains 232447 members 
Mstep: Class 11 contains 3232 members 
Mstep: Class 12 contains 29904 members 
Mstep: Class 13 contains 184480 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53571 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 16094 members 
Mstep: Class 18 contains 59409 members 
Mstep: Class 19 contains 52633 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3818 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 3064 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 7250 members 
Mstep: Class 28 contains 9351 members 
Mstep: Class 29 contains 25052 members 
Mstep: Class 30 contains 7273 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 22694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148026256.000000 Penalty: 114863.273438
Iteration 84Q: 34 clusters Score -1.480263e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 263975 members 
Mstep: Class 2 contains 2348 members 
Mstep: Class 3 contains 9845 members 
Mstep: Class 4 contains 227759 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 3091 members 
Mstep: Class 7 contains 11471 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2049 members 
Mstep: Class 10 contains 232382 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 29721 members 
Mstep: Class 13 contains 184443 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53573 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 16329 members 
Mstep: Class 18 contains 59395 members 
Mstep: Class 19 contains 52488 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3806 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4394 members 
Mstep: Class 24 contains 3065 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 7251 members 
Mstep: Class 28 contains 9353 members 
Mstep: Class 29 contains 25194 members 
Mstep: Class 30 contains 7266 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 22742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148026256.000000 Penalty: 114863.273438
Iteration 85Q: 34 clusters Score -1.480263e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 263951 members 
Mstep: Class 2 contains 2375 members 
Mstep: Class 3 contains 9883 members 
Mstep: Class 4 contains 227754 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 7 contains 11461 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2050 members 
Mstep: Class 10 contains 232342 members 
Mstep: Class 11 contains 3194 members 
Mstep: Class 12 contains 29553 members 
Mstep: Class 13 contains 184384 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53565 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 16537 members 
Mstep: Class 18 contains 59385 members 
Mstep: Class 19 contains 52344 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3818 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4410 members 
Mstep: Class 24 contains 3064 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 7249 members 
Mstep: Class 28 contains 9356 members 
Mstep: Class 29 contains 25326 members 
Mstep: Class 30 contains 7266 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 22797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148026336.000000 Penalty: 114863.273438
Iteration 86Q: 34 clusters Score -1.480263e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 263906 members 
Mstep: Class 2 contains 2393 members 
Mstep: Class 3 contains 9918 members 
Mstep: Class 4 contains 227747 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 7 contains 11455 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2052 members 
Mstep: Class 10 contains 232364 members 
Mstep: Class 11 contains 3175 members 
Mstep: Class 12 contains 29362 members 
Mstep: Class 13 contains 184328 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53558 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 16758 members 
Mstep: Class 18 contains 59369 members 
Mstep: Class 19 contains 52221 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3829 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4418 members 
Mstep: Class 24 contains 3064 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 7250 members 
Mstep: Class 28 contains 9358 members 
Mstep: Class 29 contains 25429 members 
Mstep: Class 30 contains 7268 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 22842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148026224.000000 Penalty: 114863.273438
Iteration 87Q: 34 clusters Score -1.480262e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 263869 members 
Mstep: Class 2 contains 2402 members 
Mstep: Class 3 contains 9947 members 
Mstep: Class 4 contains 227720 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 3095 members 
Mstep: Class 7 contains 11454 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2055 members 
Mstep: Class 10 contains 232364 members 
Mstep: Class 11 contains 3157 members 
Mstep: Class 12 contains 29180 members 
Mstep: Class 13 contains 184283 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53546 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 16998 members 
Mstep: Class 18 contains 59359 members 
Mstep: Class 19 contains 52125 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3831 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4432 members 
Mstep: Class 24 contains 3060 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 7254 members 
Mstep: Class 28 contains 9359 members 
Mstep: Class 29 contains 25523 members 
Mstep: Class 30 contains 7259 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 22882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148026288.000000 Penalty: 114863.273438
Iteration 88Q: 34 clusters Score -1.480263e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 263827 members 
Mstep: Class 2 contains 2406 members 
Mstep: Class 3 contains 9978 members 
Mstep: Class 4 contains 227703 members 
Mstep: Class 5 contains 1438 members 
Mstep: Class 6 contains 3093 members 
Mstep: Class 7 contains 11453 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2056 members 
Mstep: Class 10 contains 232378 members 
Mstep: Class 11 contains 3125 members 
Mstep: Class 12 contains 29015 members 
Mstep: Class 13 contains 184236 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53542 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 17185 members 
Mstep: Class 18 contains 59350 members 
Mstep: Class 19 contains 52035 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3827 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4456 members 
Mstep: Class 24 contains 3057 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 9361 members 
Mstep: Class 29 contains 25636 members 
Mstep: Class 30 contains 7265 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 22915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148026384.000000 Penalty: 114863.273438
Iteration 89Q: 34 clusters Score -1.480264e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 263790 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 10010 members 
Mstep: Class 4 contains 227689 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 11452 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 232405 members 
Mstep: Class 11 contains 3087 members 
Mstep: Class 12 contains 28832 members 
Mstep: Class 13 contains 184202 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53531 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 17356 members 
Mstep: Class 18 contains 59340 members 
Mstep: Class 19 contains 51944 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3824 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4492 members 
Mstep: Class 24 contains 3056 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 7254 members 
Mstep: Class 28 contains 9362 members 
Mstep: Class 29 contains 25743 members 
Mstep: Class 30 contains 7281 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 22938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148026416.000000 Penalty: 114863.273438
Iteration 90Q: 34 clusters Score -1.480264e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 263766 members 
Mstep: Class 2 contains 2417 members 
Mstep: Class 3 contains 10045 members 
Mstep: Class 4 contains 227658 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3096 members 
Mstep: Class 7 contains 11446 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 232430 members 
Mstep: Class 11 contains 3055 members 
Mstep: Class 12 contains 28676 members 
Mstep: Class 13 contains 184159 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53517 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 17534 members 
Mstep: Class 18 contains 59330 members 
Mstep: Class 19 contains 51829 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3824 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4529 members 
Mstep: Class 24 contains 3056 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 7251 members 
Mstep: Class 28 contains 9365 members 
Mstep: Class 29 contains 25876 members 
Mstep: Class 30 contains 7282 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 22955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148026768.000000 Penalty: 114863.273438
Iteration 91Q: 34 clusters Score -1.480268e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 263743 members 
Mstep: Class 2 contains 2420 members 
Mstep: Class 3 contains 10080 members 
Mstep: Class 4 contains 227594 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 3094 members 
Mstep: Class 7 contains 11439 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 232475 members 
Mstep: Class 11 contains 3030 members 
Mstep: Class 12 contains 28522 members 
Mstep: Class 13 contains 184125 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53509 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 17710 members 
Mstep: Class 18 contains 59312 members 
Mstep: Class 19 contains 51695 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3834 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4562 members 
Mstep: Class 24 contains 3055 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 7250 members 
Mstep: Class 28 contains 9365 members 
Mstep: Class 29 contains 26031 members 
Mstep: Class 30 contains 7276 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 22974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148026656.000000 Penalty: 114863.273438
Iteration 92Q: 34 clusters Score -1.480267e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 263709 members 
Mstep: Class 2 contains 2423 members 
Mstep: Class 3 contains 10122 members 
Mstep: Class 4 contains 227555 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 3092 members 
Mstep: Class 7 contains 11427 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 232500 members 
Mstep: Class 11 contains 3011 members 
Mstep: Class 12 contains 28377 members 
Mstep: Class 13 contains 184085 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53498 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 17863 members 
Mstep: Class 18 contains 59308 members 
Mstep: Class 19 contains 51563 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3840 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4590 members 
Mstep: Class 24 contains 3051 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 9364 members 
Mstep: Class 29 contains 26197 members 
Mstep: Class 30 contains 7280 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 22993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148027392.000000 Penalty: 114863.273438
Iteration 93Q: 34 clusters Score -1.480274e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 263675 members 
Mstep: Class 2 contains 2430 members 
Mstep: Class 3 contains 10159 members 
Mstep: Class 4 contains 227507 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 3089 members 
Mstep: Class 7 contains 11421 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 232539 members 
Mstep: Class 11 contains 2999 members 
Mstep: Class 12 contains 28229 members 
Mstep: Class 13 contains 184063 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53493 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 18011 members 
Mstep: Class 18 contains 59299 members 
Mstep: Class 19 contains 51422 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3843 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4593 members 
Mstep: Class 24 contains 3049 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1275 members 
Mstep: Class 27 contains 7250 members 
Mstep: Class 28 contains 9364 members 
Mstep: Class 29 contains 26353 members 
Mstep: Class 30 contains 7282 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 23021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148027424.000000 Penalty: 114863.273438
Iteration 94Q: 34 clusters Score -1.480274e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 263633 members 
Mstep: Class 2 contains 2439 members 
Mstep: Class 3 contains 10200 members 
Mstep: Class 4 contains 227477 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 3087 members 
Mstep: Class 7 contains 11413 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 232564 members 
Mstep: Class 11 contains 2991 members 
Mstep: Class 12 contains 28128 members 
Mstep: Class 13 contains 184041 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53478 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 18141 members 
Mstep: Class 18 contains 59292 members 
Mstep: Class 19 contains 51273 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3851 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4601 members 
Mstep: Class 24 contains 3048 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 9363 members 
Mstep: Class 29 contains 26504 members 
Mstep: Class 30 contains 7280 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 23040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148027680.000000 Penalty: 114863.273438
Iteration 95Q: 34 clusters Score -1.480277e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 263589 members 
Mstep: Class 2 contains 2444 members 
Mstep: Class 3 contains 10245 members 
Mstep: Class 4 contains 227461 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 7 contains 11406 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 232601 members 
Mstep: Class 11 contains 2992 members 
Mstep: Class 12 contains 28037 members 
Mstep: Class 13 contains 184016 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53469 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 18264 members 
Mstep: Class 18 contains 59281 members 
Mstep: Class 19 contains 51110 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3857 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4602 members 
Mstep: Class 24 contains 3045 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7242 members 
Mstep: Class 28 contains 9358 members 
Mstep: Class 29 contains 26652 members 
Mstep: Class 30 contains 7269 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 23069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148027824.000000 Penalty: 114863.273438
Iteration 96Q: 34 clusters Score -1.480278e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 263536 members 
Mstep: Class 2 contains 2448 members 
Mstep: Class 3 contains 10295 members 
Mstep: Class 4 contains 227427 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 3074 members 
Mstep: Class 7 contains 11406 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 232646 members 
Mstep: Class 11 contains 2989 members 
Mstep: Class 12 contains 27944 members 
Mstep: Class 13 contains 184005 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53462 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 18379 members 
Mstep: Class 18 contains 59278 members 
Mstep: Class 19 contains 50935 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3860 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4602 members 
Mstep: Class 24 contains 3045 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7240 members 
Mstep: Class 28 contains 9355 members 
Mstep: Class 29 contains 26807 members 
Mstep: Class 30 contains 7263 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 23092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148027680.000000 Penalty: 114863.273438
Iteration 97Q: 34 clusters Score -1.480277e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 263496 members 
Mstep: Class 2 contains 2449 members 
Mstep: Class 3 contains 10339 members 
Mstep: Class 4 contains 227419 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 11402 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 232675 members 
Mstep: Class 11 contains 2984 members 
Mstep: Class 12 contains 27843 members 
Mstep: Class 13 contains 183984 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53449 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 18475 members 
Mstep: Class 18 contains 59276 members 
Mstep: Class 19 contains 50764 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3864 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4603 members 
Mstep: Class 24 contains 3043 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7237 members 
Mstep: Class 28 contains 9356 members 
Mstep: Class 29 contains 26974 members 
Mstep: Class 30 contains 7264 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 23120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148027664.000000 Penalty: 114863.273438
Iteration 98Q: 34 clusters Score -1.480277e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 263474 members 
Mstep: Class 2 contains 2452 members 
Mstep: Class 3 contains 10373 members 
Mstep: Class 4 contains 227433 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 11398 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2060 members 
Mstep: Class 10 contains 232686 members 
Mstep: Class 11 contains 2982 members 
Mstep: Class 12 contains 27768 members 
Mstep: Class 13 contains 183954 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53435 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 18557 members 
Mstep: Class 18 contains 59272 members 
Mstep: Class 19 contains 50557 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3868 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4602 members 
Mstep: Class 24 contains 3044 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7236 members 
Mstep: Class 28 contains 9356 members 
Mstep: Class 29 contains 27167 members 
Mstep: Class 30 contains 7261 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 23141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148027888.000000 Penalty: 114863.273438
Iteration 99Q: 34 clusters Score -1.480279e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 263439 members 
Mstep: Class 2 contains 2455 members 
Mstep: Class 3 contains 10410 members 
Mstep: Class 4 contains 227452 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 11389 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2060 members 
Mstep: Class 10 contains 232668 members 
Mstep: Class 11 contains 2979 members 
Mstep: Class 12 contains 27715 members 
Mstep: Class 13 contains 183925 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53424 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 18643 members 
Mstep: Class 18 contains 59268 members 
Mstep: Class 19 contains 50313 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3872 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4601 members 
Mstep: Class 24 contains 3042 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7239 members 
Mstep: Class 28 contains 9356 members 
Mstep: Class 29 contains 27404 members 
Mstep: Class 30 contains 7261 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 441 members 
Mstep: Class 33 contains 23163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148027664.000000 Penalty: 114863.273438
Iteration 100F: 34 clusters Score -1.480277e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263398 members 
Mstep: Class 2 contains 2455 members 
Mstep: Class 3 contains 10435 members 
Mstep: Class 4 contains 227467 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 11375 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2060 members 
Mstep: Class 10 contains 232687 members 
Mstep: Class 11 contains 2975 members 
Mstep: Class 12 contains 27643 members 
Mstep: Class 13 contains 183898 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53424 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 18720 members 
Mstep: Class 18 contains 59266 members 
Mstep: Class 19 contains 50050 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3873 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4603 members 
Mstep: Class 24 contains 3038 members 
Mstep: Class 25 contains 890 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7241 members 
Mstep: Class 28 contains 9359 members 
Mstep: Class 29 contains 27642 members 
Mstep: Class 30 contains 7269 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 445 members 
Mstep: Class 33 contains 23203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028016.000000 Penalty: 114863.273438
Iteration 101Q: 34 clusters Score -1.48028e+08 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263374 members 
Mstep: Class 2 contains 2457 members 
Mstep: Class 3 contains 10454 members 
Mstep: Class 4 contains 227471 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 7 contains 11358 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232699 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 12 contains 27597 members 
Mstep: Class 13 contains 183872 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53424 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 18792 members 
Mstep: Class 18 contains 59264 members 
Mstep: Class 19 contains 49758 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3873 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4605 members 
Mstep: Class 24 contains 3035 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7240 members 
Mstep: Class 28 contains 9357 members 
Mstep: Class 29 contains 27910 members 
Mstep: Class 30 contains 7273 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028208.000000 Penalty: 114863.273438
Iteration 102Q: 34 clusters Score -1.480282e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263354 members 
Mstep: Class 2 contains 2460 members 
Mstep: Class 3 contains 10465 members 
Mstep: Class 4 contains 227475 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 3062 members 
Mstep: Class 7 contains 11338 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232727 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 12 contains 27535 members 
Mstep: Class 13 contains 183850 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53419 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 18874 members 
Mstep: Class 18 contains 59260 members 
Mstep: Class 19 contains 49457 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3869 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4609 members 
Mstep: Class 24 contains 3033 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7239 members 
Mstep: Class 28 contains 9356 members 
Mstep: Class 29 contains 28193 members 
Mstep: Class 30 contains 7271 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028432.000000 Penalty: 114863.273438
Iteration 103Q: 34 clusters Score -1.480284e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263343 members 
Mstep: Class 2 contains 2464 members 
Mstep: Class 3 contains 10480 members 
Mstep: Class 4 contains 227489 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 7 contains 11325 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232741 members 
Mstep: Class 11 contains 2967 members 
Mstep: Class 12 contains 27468 members 
Mstep: Class 13 contains 183824 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53418 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 18946 members 
Mstep: Class 18 contains 59256 members 
Mstep: Class 19 contains 49127 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3866 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4616 members 
Mstep: Class 24 contains 3033 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7240 members 
Mstep: Class 28 contains 9352 members 
Mstep: Class 29 contains 28488 members 
Mstep: Class 30 contains 7270 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028384.000000 Penalty: 114863.273438
Iteration 104Q: 34 clusters Score -1.480284e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263344 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 10497 members 
Mstep: Class 4 contains 227506 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 3055 members 
Mstep: Class 7 contains 11300 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232760 members 
Mstep: Class 11 contains 2967 members 
Mstep: Class 12 contains 27405 members 
Mstep: Class 13 contains 183783 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53414 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19011 members 
Mstep: Class 18 contains 59254 members 
Mstep: Class 19 contains 48838 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3866 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4619 members 
Mstep: Class 24 contains 3035 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7241 members 
Mstep: Class 28 contains 9353 members 
Mstep: Class 29 contains 28742 members 
Mstep: Class 30 contains 7276 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028384.000000 Penalty: 114863.273438
Iteration 105Q: 34 clusters Score -1.480284e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263336 members 
Mstep: Class 2 contains 2466 members 
Mstep: Class 3 contains 10512 members 
Mstep: Class 4 contains 227513 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 3052 members 
Mstep: Class 7 contains 11277 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232779 members 
Mstep: Class 11 contains 2967 members 
Mstep: Class 12 contains 27371 members 
Mstep: Class 13 contains 183750 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53411 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19083 members 
Mstep: Class 18 contains 59250 members 
Mstep: Class 19 contains 48520 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3866 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 3036 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7241 members 
Mstep: Class 28 contains 9358 members 
Mstep: Class 29 contains 28999 members 
Mstep: Class 30 contains 7283 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028432.000000 Penalty: 114863.273438
Iteration 106Q: 34 clusters Score -1.480284e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263325 members 
Mstep: Class 2 contains 2467 members 
Mstep: Class 3 contains 10524 members 
Mstep: Class 4 contains 227517 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 3052 members 
Mstep: Class 7 contains 11245 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232808 members 
Mstep: Class 11 contains 2972 members 
Mstep: Class 12 contains 27329 members 
Mstep: Class 13 contains 183713 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53410 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19161 members 
Mstep: Class 18 contains 59250 members 
Mstep: Class 19 contains 48213 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3865 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4620 members 
Mstep: Class 24 contains 3035 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7239 members 
Mstep: Class 28 contains 9366 members 
Mstep: Class 29 contains 29257 members 
Mstep: Class 30 contains 7286 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028160.000000 Penalty: 114863.273438
Iteration 107Q: 34 clusters Score -1.480282e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263309 members 
Mstep: Class 2 contains 2467 members 
Mstep: Class 3 contains 10538 members 
Mstep: Class 4 contains 227528 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 11220 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232835 members 
Mstep: Class 11 contains 2968 members 
Mstep: Class 12 contains 27294 members 
Mstep: Class 13 contains 183695 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53410 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19221 members 
Mstep: Class 18 contains 59246 members 
Mstep: Class 19 contains 47878 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3864 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 3035 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7238 members 
Mstep: Class 28 contains 9372 members 
Mstep: Class 29 contains 29523 members 
Mstep: Class 30 contains 7303 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028240.000000 Penalty: 114863.273438
Iteration 108Q: 34 clusters Score -1.480282e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263289 members 
Mstep: Class 2 contains 2467 members 
Mstep: Class 3 contains 10550 members 
Mstep: Class 4 contains 227544 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 7 contains 11196 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232865 members 
Mstep: Class 11 contains 2965 members 
Mstep: Class 12 contains 27266 members 
Mstep: Class 13 contains 183691 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53410 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19259 members 
Mstep: Class 18 contains 59244 members 
Mstep: Class 19 contains 47552 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3862 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 3034 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7237 members 
Mstep: Class 28 contains 9375 members 
Mstep: Class 29 contains 29796 members 
Mstep: Class 30 contains 7308 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028352.000000 Penalty: 114863.273438
Iteration 109Q: 34 clusters Score -1.480284e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263282 members 
Mstep: Class 2 contains 2467 members 
Mstep: Class 3 contains 10559 members 
Mstep: Class 4 contains 227548 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 11172 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232893 members 
Mstep: Class 11 contains 2960 members 
Mstep: Class 12 contains 27239 members 
Mstep: Class 13 contains 183680 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53408 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19303 members 
Mstep: Class 18 contains 59242 members 
Mstep: Class 19 contains 47271 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3861 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4622 members 
Mstep: Class 24 contains 3034 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7237 members 
Mstep: Class 28 contains 9378 members 
Mstep: Class 29 contains 30033 members 
Mstep: Class 30 contains 7315 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028144.000000 Penalty: 114863.273438
Iteration 110Q: 34 clusters Score -1.480281e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263270 members 
Mstep: Class 2 contains 2467 members 
Mstep: Class 3 contains 10566 members 
Mstep: Class 4 contains 227568 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11158 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232914 members 
Mstep: Class 11 contains 2963 members 
Mstep: Class 12 contains 27200 members 
Mstep: Class 13 contains 183669 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53404 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19340 members 
Mstep: Class 18 contains 59241 members 
Mstep: Class 19 contains 46997 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3863 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 3035 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7236 members 
Mstep: Class 28 contains 9379 members 
Mstep: Class 29 contains 30275 members 
Mstep: Class 30 contains 7320 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028368.000000 Penalty: 114863.273438
Iteration 111Q: 34 clusters Score -1.480284e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263264 members 
Mstep: Class 2 contains 2467 members 
Mstep: Class 3 contains 10575 members 
Mstep: Class 4 contains 227587 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 11152 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232959 members 
Mstep: Class 11 contains 2960 members 
Mstep: Class 12 contains 27152 members 
Mstep: Class 13 contains 183641 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53405 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19389 members 
Mstep: Class 18 contains 59239 members 
Mstep: Class 19 contains 46730 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3861 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4621 members 
Mstep: Class 24 contains 3036 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7236 members 
Mstep: Class 28 contains 9379 members 
Mstep: Class 29 contains 30490 members 
Mstep: Class 30 contains 7327 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028400.000000 Penalty: 114863.273438
Iteration 112Q: 34 clusters Score -1.480284e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263256 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10586 members 
Mstep: Class 4 contains 227608 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3043 members 
Mstep: Class 7 contains 11149 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232977 members 
Mstep: Class 11 contains 2955 members 
Mstep: Class 12 contains 27105 members 
Mstep: Class 13 contains 183610 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53407 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19441 members 
Mstep: Class 18 contains 59236 members 
Mstep: Class 19 contains 46529 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3857 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4624 members 
Mstep: Class 24 contains 3038 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7236 members 
Mstep: Class 28 contains 9377 members 
Mstep: Class 29 contains 30671 members 
Mstep: Class 30 contains 7328 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028576.000000 Penalty: 114863.273438
Iteration 113Q: 34 clusters Score -1.480286e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263250 members 
Mstep: Class 2 contains 2470 members 
Mstep: Class 3 contains 10603 members 
Mstep: Class 4 contains 227622 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3042 members 
Mstep: Class 7 contains 11142 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232984 members 
Mstep: Class 11 contains 2950 members 
Mstep: Class 12 contains 27057 members 
Mstep: Class 13 contains 183574 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53405 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19488 members 
Mstep: Class 18 contains 59235 members 
Mstep: Class 19 contains 46386 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3856 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4633 members 
Mstep: Class 24 contains 3039 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7236 members 
Mstep: Class 28 contains 9377 members 
Mstep: Class 29 contains 30792 members 
Mstep: Class 30 contains 7334 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028624.000000 Penalty: 114863.273438
Iteration 114Q: 34 clusters Score -1.480286e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263250 members 
Mstep: Class 2 contains 2471 members 
Mstep: Class 3 contains 10619 members 
Mstep: Class 4 contains 227624 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3043 members 
Mstep: Class 7 contains 11140 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233010 members 
Mstep: Class 11 contains 2945 members 
Mstep: Class 12 contains 27011 members 
Mstep: Class 13 contains 183553 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53406 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19526 members 
Mstep: Class 18 contains 59232 members 
Mstep: Class 19 contains 46221 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4636 members 
Mstep: Class 24 contains 3040 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7238 members 
Mstep: Class 28 contains 9381 members 
Mstep: Class 29 contains 30907 members 
Mstep: Class 30 contains 7343 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028512.000000 Penalty: 114863.273438
Iteration 115Q: 34 clusters Score -1.480285e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263250 members 
Mstep: Class 2 contains 2471 members 
Mstep: Class 3 contains 10637 members 
Mstep: Class 4 contains 227634 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 11134 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233021 members 
Mstep: Class 11 contains 2941 members 
Mstep: Class 12 contains 26972 members 
Mstep: Class 13 contains 183534 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53407 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19557 members 
Mstep: Class 18 contains 59229 members 
Mstep: Class 19 contains 46084 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4637 members 
Mstep: Class 24 contains 3041 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7241 members 
Mstep: Class 28 contains 9386 members 
Mstep: Class 29 contains 31013 members 
Mstep: Class 30 contains 7347 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028592.000000 Penalty: 114863.273438
Iteration 116Q: 34 clusters Score -1.480286e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263250 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 3 contains 10644 members 
Mstep: Class 4 contains 227636 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 11127 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233048 members 
Mstep: Class 11 contains 2937 members 
Mstep: Class 12 contains 26940 members 
Mstep: Class 13 contains 183525 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53406 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19583 members 
Mstep: Class 18 contains 59225 members 
Mstep: Class 19 contains 45944 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3853 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4638 members 
Mstep: Class 24 contains 3041 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7242 members 
Mstep: Class 28 contains 9388 members 
Mstep: Class 29 contains 31118 members 
Mstep: Class 30 contains 7356 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028528.000000 Penalty: 114863.273438
Iteration 117Q: 34 clusters Score -1.480285e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263255 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 3 contains 10659 members 
Mstep: Class 4 contains 227636 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 11124 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233061 members 
Mstep: Class 11 contains 2935 members 
Mstep: Class 12 contains 26909 members 
Mstep: Class 13 contains 183524 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53405 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19610 members 
Mstep: Class 18 contains 59221 members 
Mstep: Class 19 contains 45845 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3854 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4640 members 
Mstep: Class 24 contains 3041 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 9392 members 
Mstep: Class 29 contains 31171 members 
Mstep: Class 30 contains 7360 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028624.000000 Penalty: 114863.273438
Iteration 118Q: 34 clusters Score -1.480286e+08 nChanged 334
Entering ConstructFrom: 
Score: -148028624.000000 Penalty: 114863.273438
Entering ConstructFrom: 
Trying to split cluster 1 (263247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263247 members 
Entering Unmasked Estep 
Score: -32330060.000000 Penalty: 3095.250488
	Iteration 0F: 2 clusters Score -3.233006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131986 members 
Mstep: Class 2 contains 131261 members 
Entering Unmasked Estep 
Score: -32157990.000000 Penalty: 6190.500977
	Iteration 0F: 3 clusters Score -3.215799e+07 nChanged 127789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140679 members 
Mstep: Class 2 contains 122568 members 
Entering Unmasked Estep 
Score: -32234480.000000 Penalty: 6190.500977
	Iteration 1F: 3 clusters Score -3.223448e+07 nChanged 8199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145552 members 
Mstep: Class 2 contains 117695 members 
Entering Unmasked Estep 
Score: -32236378.000000 Penalty: 6190.500977
	Iteration 2Q: 3 clusters Score -3.223638e+07 nChanged 10126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153194 members 
Mstep: Class 2 contains 110053 members 
Entering Unmasked Estep 
Score: -32239868.000000 Penalty: 6190.500977
	Iteration 3Q: 3 clusters Score -3.223987e+07 nChanged 13373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164809 members 
Mstep: Class 2 contains 98438 members 
Entering Unmasked Estep 
Score: -32246490.000000 Penalty: 6190.500977
	Iteration 4F: 3 clusters Score -3.224649e+07 nChanged 17737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181402 members 
Mstep: Class 2 contains 81845 members 
Entering Unmasked Estep 
Score: -32257830.000000 Penalty: 6190.500977
	Iteration 5F: 3 clusters Score -3.225783e+07 nChanged 21790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202638 members 
Mstep: Class 2 contains 60609 members 
Entering Unmasked Estep 
Score: -32274804.000000 Penalty: 6190.500977
	Iteration 6F: 3 clusters Score -3.22748e+07 nChanged 23148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225674 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -32294456.000000 Penalty: 6190.500977
	Iteration 7F: 3 clusters Score -3.229446e+07 nChanged 19087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244751 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -32311308.000000 Penalty: 6190.500977
	Iteration 8F: 3 clusters Score -3.231131e+07 nChanged 11409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256156 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -32321634.000000 Penalty: 6190.500977
	Iteration 9Q: 3 clusters Score -3.232163e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261028 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -32325524.000000 Penalty: 6190.500977
	Iteration 10Q: 3 clusters Score -3.232552e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262496 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -32326764.000000 Penalty: 6190.500977
	Iteration 11Q: 3 clusters Score -3.232676e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262876 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -32327082.000000 Penalty: 6190.500977
	Iteration 12Q: 3 clusters Score -3.232708e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262965 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -32327226.000000 Penalty: 6190.500977
	Iteration 13Q: 3 clusters Score -3.232723e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262995 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32327246.000000 Penalty: 6190.500977
	Iteration 14Q: 3 clusters Score -3.232725e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263006 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32327242.000000 Penalty: 6190.500977
	Iteration 15Q: 3 clusters Score -3.232724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263008 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32327268.000000 Penalty: 6190.500977
	Iteration 16Q: 3 clusters Score -3.232727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263013 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32327282.000000 Penalty: 6190.500977
	Iteration 17Q: 3 clusters Score -3.232728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263015 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -32327288.000000 Penalty: 6190.500977
	Iteration 18Q: 3 clusters Score -3.232729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263012 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32327296.000000 Penalty: 6190.500977
	Iteration 19Q: 3 clusters Score -3.23273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263012 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32327316.000000 Penalty: 6190.500977
	Iteration 20F: 3 clusters Score -3.232732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263008 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32327338.000000 Penalty: 6190.500977
	Iteration 21Q: 3 clusters Score -3.232734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263008 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -32327362.000000 Penalty: 6190.500977
	Iteration 22Q: 3 clusters Score -3.232736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263010 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -32327368.000000 Penalty: 6190.500977
	Iteration 23Q: 3 clusters Score -3.232737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263012 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32327364.000000 Penalty: 6190.500977
	Iteration 24Q: 3 clusters Score -3.232736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263013 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32327368.000000 Penalty: 6190.500977
	Iteration 25Q: 3 clusters Score -3.232737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263013 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32327380.000000 Penalty: 6190.500977
	Iteration 26Q: 3 clusters Score -3.232738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263012 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32327376.000000 Penalty: 6190.500977
	Iteration 27Q: 3 clusters Score -3.232738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263012 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -32327376.000000 Penalty: 6190.500977
	Iteration 28F: 3 clusters Score -3.232738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Entering Unmasked Estep 
Score: -285058.375000 Penalty: 1937.570068
	Iteration 0F: 2 clusters Score -285058.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -282140.281250 Penalty: 3875.140137
	Iteration 0F: 3 clusters Score -282140.3 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -282686.750000 Penalty: 3875.140137
	Iteration 1F: 3 clusters Score -282686.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -282847.312500 Penalty: 3875.140137
	Iteration 2F: 3 clusters Score -282847.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -282976.687500 Penalty: 3875.140137
	Iteration 3F: 3 clusters Score -282976.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -283123.437500 Penalty: 3875.140137
	Iteration 4F: 3 clusters Score -283123.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -283239.781250 Penalty: 3875.140137
	Iteration 5Q: 3 clusters Score -283239.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -283342.281250 Penalty: 3875.140137
	Iteration 6Q: 3 clusters Score -283342.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -283436.000000 Penalty: 3875.140137
	Iteration 7Q: 3 clusters Score -283436 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -283529.375000 Penalty: 3875.140137
	Iteration 8Q: 3 clusters Score -283529.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -283610.875000 Penalty: 3875.140137
	Iteration 9Q: 3 clusters Score -283610.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -283698.843750 Penalty: 3875.140137
	Iteration 10Q: 3 clusters Score -283698.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -283782.187500 Penalty: 3875.140137
	Iteration 11Q: 3 clusters Score -283782.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -283886.468750 Penalty: 3875.140137
	Iteration 12Q: 3 clusters Score -283886.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -284001.312500 Penalty: 3875.140137
	Iteration 13Q: 3 clusters Score -284001.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -284162.156250 Penalty: 3875.140137
	Iteration 14Q: 3 clusters Score -284162.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -284324.281250 Penalty: 3875.140137
	Iteration 15Q: 3 clusters Score -284324.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -284425.093750 Penalty: 3875.140137
	Iteration 16Q: 3 clusters Score -284425.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -284490.250000 Penalty: 3875.140137
	Iteration 17Q: 3 clusters Score -284490.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -284531.125000 Penalty: 3875.140137
	Iteration 18Q: 3 clusters Score -284531.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -284553.750000 Penalty: 3875.140137
	Iteration 19Q: 3 clusters Score -284553.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -284566.062500 Penalty: 3875.140137
	Iteration 20F: 3 clusters Score -284566.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -284576.312500 Penalty: 3875.140137
	Iteration 21Q: 3 clusters Score -284576.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -284579.406250 Penalty: 3875.140137
	Iteration 22Q: 3 clusters Score -284579.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -284582.687500 Penalty: 3875.140137
	Iteration 23Q: 3 clusters Score -284582.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -284582.906250 Penalty: 3875.140137
	Iteration 24Q: 3 clusters Score -284582.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -284582.906250 Penalty: 3875.140137
	Iteration 25F: 3 clusters Score -284582.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Entering Unmasked Estep 
Score: -1263735.750000 Penalty: 2300.270508
	Iteration 0F: 2 clusters Score -1263736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1255574.875000 Penalty: 4600.541016
	Iteration 0F: 3 clusters Score -1255575 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1257966.375000 Penalty: 4600.541016
	Iteration 1F: 3 clusters Score -1257966 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1258221.625000 Penalty: 4600.541016
	Iteration 2F: 3 clusters Score -1258222 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1258422.500000 Penalty: 4600.541016
	Iteration 3Q: 3 clusters Score -1258422 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1258587.125000 Penalty: 4600.541016
	Iteration 4Q: 3 clusters Score -1258587 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1258723.250000 Penalty: 4600.541016
	Iteration 5Q: 3 clusters Score -1258723 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1258850.875000 Penalty: 4600.541016
	Iteration 6Q: 3 clusters Score -1258851 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1259020.125000 Penalty: 4600.541016
	Iteration 7Q: 3 clusters Score -1259020 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1259240.375000 Penalty: 4600.541016
	Iteration 8Q: 3 clusters Score -1259240 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1259547.750000 Penalty: 4600.541016
	Iteration 9Q: 3 clusters Score -1259548 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1259926.375000 Penalty: 4600.541016
	Iteration 10Q: 3 clusters Score -1259926 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1260328.875000 Penalty: 4600.541016
	Iteration 11Q: 3 clusters Score -1260329 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1260698.625000 Penalty: 4600.541016
	Iteration 12Q: 3 clusters Score -1260699 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1260958.750000 Penalty: 4600.541016
	Iteration 13Q: 3 clusters Score -1260959 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1261165.250000 Penalty: 4600.541016
	Iteration 14Q: 3 clusters Score -1261165 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1261311.875000 Penalty: 4600.541016
	Iteration 15Q: 3 clusters Score -1261312 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1261409.000000 Penalty: 4600.541016
	Iteration 16Q: 3 clusters Score -1261409 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1261464.250000 Penalty: 4600.541016
	Iteration 17Q: 3 clusters Score -1261464 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1261508.875000 Penalty: 4600.541016
	Iteration 18Q: 3 clusters Score -1261509 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1261542.375000 Penalty: 4600.541016
	Iteration 19Q: 3 clusters Score -1261542 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1261566.000000 Penalty: 4600.541016
	Iteration 20F: 3 clusters Score -1261566 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1261578.875000 Penalty: 4600.541016
	Iteration 21Q: 3 clusters Score -1261579 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1261594.500000 Penalty: 4600.541016
	Iteration 22Q: 3 clusters Score -1261594 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1261613.625000 Penalty: 4600.541016
	Iteration 23Q: 3 clusters Score -1261614 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1261628.750000 Penalty: 4600.541016
	Iteration 24Q: 3 clusters Score -1261629 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1261644.875000 Penalty: 4600.541016
	Iteration 25Q: 3 clusters Score -1261645 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1261651.375000 Penalty: 4600.541016
	Iteration 26Q: 3 clusters Score -1261651 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1261659.250000 Penalty: 4600.541016
	Iteration 27Q: 3 clusters Score -1261659 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1261670.500000 Penalty: 4600.541016
	Iteration 28Q: 3 clusters Score -1261670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1261672.125000 Penalty: 4600.541016
	Iteration 29Q: 3 clusters Score -1261672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1261679.250000 Penalty: 4600.541016
	Iteration 30Q: 3 clusters Score -1261679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1261683.875000 Penalty: 4600.541016
	Iteration 31Q: 3 clusters Score -1261684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1261687.625000 Penalty: 4600.541016
	Iteration 32Q: 3 clusters Score -1261688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1261690.375000 Penalty: 4600.541016
	Iteration 33Q: 3 clusters Score -1261690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1261693.250000 Penalty: 4600.541016
	Iteration 34Q: 3 clusters Score -1261693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1261695.000000 Penalty: 4600.541016
	Iteration 35Q: 3 clusters Score -1261695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1261701.125000 Penalty: 4600.541016
	Iteration 36Q: 3 clusters Score -1261701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1261702.375000 Penalty: 4600.541016
	Iteration 37Q: 3 clusters Score -1261702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1261705.500000 Penalty: 4600.541016
	Iteration 38Q: 3 clusters Score -1261706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1261705.750000 Penalty: 4600.541016
	Iteration 39Q: 3 clusters Score -1261706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1261708.500000 Penalty: 4600.541016
	Iteration 40F: 3 clusters Score -1261708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1261708.500000 Penalty: 4600.541016
	Iteration 41Q: 3 clusters Score -1261708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1261710.750000 Penalty: 4600.541016
	Iteration 42Q: 3 clusters Score -1261711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1261709.875000 Penalty: 4600.541016
	Iteration 43Q: 3 clusters Score -1261710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1261709.000000 Penalty: 4600.541016
	Iteration 44Q: 3 clusters Score -1261709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1261715.125000 Penalty: 4600.541016
	Iteration 45Q: 3 clusters Score -1261715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1261711.625000 Penalty: 4600.541016
	Iteration 46Q: 3 clusters Score -1261712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1261714.125000 Penalty: 4600.541016
	Iteration 47Q: 3 clusters Score -1261714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1261719.000000 Penalty: 4600.541016
	Iteration 48Q: 3 clusters Score -1261719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1261718.625000 Penalty: 4600.541016
	Iteration 49Q: 3 clusters Score -1261719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1261719.625000 Penalty: 4600.541016
	Iteration 50Q: 3 clusters Score -1261720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1261724.125000 Penalty: 4600.541016
	Iteration 51Q: 3 clusters Score -1261724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1261720.875000 Penalty: 4600.541016
	Iteration 52Q: 3 clusters Score -1261721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1261722.125000 Penalty: 4600.541016
	Iteration 53Q: 3 clusters Score -1261722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1261721.500000 Penalty: 4600.541016
	Iteration 54Q: 3 clusters Score -1261722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1261720.375000 Penalty: 4600.541016
	Iteration 55Q: 3 clusters Score -1261720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1261721.625000 Penalty: 4600.541016
	Iteration 56Q: 3 clusters Score -1261722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1261721.625000 Penalty: 4600.541016
	Iteration 57F: 3 clusters Score -1261722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (227642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227642 members 
Entering Unmasked Estep 
Score: -27944842.000000 Penalty: 3059.211182
	Iteration 0F: 2 clusters Score -2.794484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113861 members 
Mstep: Class 2 contains 113781 members 
Entering Unmasked Estep 
Score: -27797622.000000 Penalty: 6118.422363
	Iteration 0F: 3 clusters Score -2.779762e+07 nChanged 109761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113374 members 
Mstep: Class 2 contains 114268 members 
Entering Unmasked Estep 
Score: -27862222.000000 Penalty: 6118.422363
	Iteration 1F: 3 clusters Score -2.786222e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113056 members 
Mstep: Class 2 contains 114586 members 
Entering Unmasked Estep 
Score: -27864230.000000 Penalty: 6118.422363
	Iteration 2Q: 3 clusters Score -2.786423e+07 nChanged 8107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112691 members 
Mstep: Class 2 contains 114951 members 
Entering Unmasked Estep 
Score: -27866866.000000 Penalty: 6118.422363
	Iteration 3Q: 3 clusters Score -2.786687e+07 nChanged 9358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112129 members 
Mstep: Class 2 contains 115513 members 
Entering Unmasked Estep 
Score: -27870556.000000 Penalty: 6118.422363
	Iteration 4Q: 3 clusters Score -2.787056e+07 nChanged 10832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111387 members 
Mstep: Class 2 contains 116255 members 
Entering Unmasked Estep 
Score: -27875686.000000 Penalty: 6118.422363
	Iteration 5Q: 3 clusters Score -2.787569e+07 nChanged 12636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110469 members 
Mstep: Class 2 contains 117173 members 
Entering Unmasked Estep 
Score: -27882702.000000 Penalty: 6118.422363
	Iteration 6F: 3 clusters Score -2.78827e+07 nChanged 13898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109205 members 
Mstep: Class 2 contains 118437 members 
Entering Unmasked Estep 
Score: -27891102.000000 Penalty: 6118.422363
	Iteration 7F: 3 clusters Score -2.78911e+07 nChanged 14429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107506 members 
Mstep: Class 2 contains 120136 members 
Entering Unmasked Estep 
Score: -27901224.000000 Penalty: 6118.422363
	Iteration 8F: 3 clusters Score -2.790122e+07 nChanged 13815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105535 members 
Mstep: Class 2 contains 122107 members 
Entering Unmasked Estep 
Score: -27910794.000000 Penalty: 6118.422363
	Iteration 9F: 3 clusters Score -2.791079e+07 nChanged 11744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103627 members 
Mstep: Class 2 contains 124015 members 
Entering Unmasked Estep 
Score: -27917286.000000 Penalty: 6118.422363
	Iteration 10F: 3 clusters Score -2.791729e+07 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101630 members 
Mstep: Class 2 contains 126012 members 
Entering Unmasked Estep 
Score: -27920420.000000 Penalty: 6118.422363
	Iteration 11Q: 3 clusters Score -2.792042e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99628 members 
Mstep: Class 2 contains 128014 members 
Entering Unmasked Estep 
Score: -27921916.000000 Penalty: 6118.422363
	Iteration 12Q: 3 clusters Score -2.792192e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97434 members 
Mstep: Class 2 contains 130208 members 
Entering Unmasked Estep 
Score: -27922778.000000 Penalty: 6118.422363
	Iteration 13Q: 3 clusters Score -2.792278e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95244 members 
Mstep: Class 2 contains 132398 members 
Entering Unmasked Estep 
Score: -27923566.000000 Penalty: 6118.422363
	Iteration 14Q: 3 clusters Score -2.792357e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92943 members 
Mstep: Class 2 contains 134699 members 
Entering Unmasked Estep 
Score: -27924220.000000 Penalty: 6118.422363
	Iteration 15Q: 3 clusters Score -2.792422e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90636 members 
Mstep: Class 2 contains 137006 members 
Entering Unmasked Estep 
Score: -27924860.000000 Penalty: 6118.422363
	Iteration 16Q: 3 clusters Score -2.792486e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88281 members 
Mstep: Class 2 contains 139361 members 
Entering Unmasked Estep 
Score: -27925586.000000 Penalty: 6118.422363
	Iteration 17Q: 3 clusters Score -2.792559e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86046 members 
Mstep: Class 2 contains 141596 members 
Entering Unmasked Estep 
Score: -27926272.000000 Penalty: 6118.422363
	Iteration 18Q: 3 clusters Score -2.792627e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83829 members 
Mstep: Class 2 contains 143813 members 
Entering Unmasked Estep 
Score: -27926874.000000 Penalty: 6118.422363
	Iteration 19Q: 3 clusters Score -2.792687e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81654 members 
Mstep: Class 2 contains 145988 members 
Entering Unmasked Estep 
Score: -27927386.000000 Penalty: 6118.422363
	Iteration 20F: 3 clusters Score -2.792739e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79456 members 
Mstep: Class 2 contains 148186 members 
Entering Unmasked Estep 
Score: -27927982.000000 Penalty: 6118.422363
	Iteration 21Q: 3 clusters Score -2.792798e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Mstep: Class 2 contains 150362 members 
Entering Unmasked Estep 
Score: -27928516.000000 Penalty: 6118.422363
	Iteration 22Q: 3 clusters Score -2.792852e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 152605 members 
Entering Unmasked Estep 
Score: -27928968.000000 Penalty: 6118.422363
	Iteration 23Q: 3 clusters Score -2.792897e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72822 members 
Mstep: Class 2 contains 154820 members 
Entering Unmasked Estep 
Score: -27929452.000000 Penalty: 6118.422363
	Iteration 24Q: 3 clusters Score -2.792945e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70576 members 
Mstep: Class 2 contains 157066 members 
Entering Unmasked Estep 
Score: -27929916.000000 Penalty: 6118.422363
	Iteration 25Q: 3 clusters Score -2.792992e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 159348 members 
Entering Unmasked Estep 
Score: -27930356.000000 Penalty: 6118.422363
	Iteration 26Q: 3 clusters Score -2.793036e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 161527 members 
Entering Unmasked Estep 
Score: -27930942.000000 Penalty: 6118.422363
	Iteration 27Q: 3 clusters Score -2.793094e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63992 members 
Mstep: Class 2 contains 163650 members 
Entering Unmasked Estep 
Score: -27931294.000000 Penalty: 6118.422363
	Iteration 28Q: 3 clusters Score -2.793129e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61848 members 
Mstep: Class 2 contains 165794 members 
Entering Unmasked Estep 
Score: -27931706.000000 Penalty: 6118.422363
	Iteration 29Q: 3 clusters Score -2.793171e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 167888 members 
Entering Unmasked Estep 
Score: -27932226.000000 Penalty: 6118.422363
	Iteration 30Q: 3 clusters Score -2.793223e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 169942 members 
Entering Unmasked Estep 
Score: -27932660.000000 Penalty: 6118.422363
	Iteration 31Q: 3 clusters Score -2.793266e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 171911 members 
Entering Unmasked Estep 
Score: -27932876.000000 Penalty: 6118.422363
	Iteration 32Q: 3 clusters Score -2.793288e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53802 members 
Mstep: Class 2 contains 173840 members 
Entering Unmasked Estep 
Score: -27933164.000000 Penalty: 6118.422363
	Iteration 33Q: 3 clusters Score -2.793316e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 175789 members 
Entering Unmasked Estep 
Score: -27933402.000000 Penalty: 6118.422363
	Iteration 34Q: 3 clusters Score -2.79334e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 177710 members 
Entering Unmasked Estep 
Score: -27933750.000000 Penalty: 6118.422363
	Iteration 35Q: 3 clusters Score -2.793375e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 179626 members 
Entering Unmasked Estep 
Score: -27934014.000000 Penalty: 6118.422363
	Iteration 36Q: 3 clusters Score -2.793401e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 181512 members 
Entering Unmasked Estep 
Score: -27934192.000000 Penalty: 6118.422363
	Iteration 37Q: 3 clusters Score -2.793419e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 183315 members 
Entering Unmasked Estep 
Score: -27934466.000000 Penalty: 6118.422363
	Iteration 38Q: 3 clusters Score -2.793447e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 185085 members 
Entering Unmasked Estep 
Score: -27934678.000000 Penalty: 6118.422363
	Iteration 39Q: 3 clusters Score -2.793468e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 186796 members 
Entering Unmasked Estep 
Score: -27934922.000000 Penalty: 6118.422363
	Iteration 40F: 3 clusters Score -2.793492e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 188489 members 
Entering Unmasked Estep 
Score: -27935084.000000 Penalty: 6118.422363
	Iteration 41Q: 3 clusters Score -2.793508e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 190221 members 
Entering Unmasked Estep 
Score: -27935320.000000 Penalty: 6118.422363
	Iteration 42Q: 3 clusters Score -2.793532e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 191993 members 
Entering Unmasked Estep 
Score: -27935646.000000 Penalty: 6118.422363
	Iteration 43Q: 3 clusters Score -2.793565e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 193754 members 
Entering Unmasked Estep 
Score: -27935934.000000 Penalty: 6118.422363
	Iteration 44Q: 3 clusters Score -2.793593e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 195507 members 
Entering Unmasked Estep 
Score: -27936176.000000 Penalty: 6118.422363
	Iteration 45Q: 3 clusters Score -2.793618e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 197239 members 
Entering Unmasked Estep 
Score: -27936392.000000 Penalty: 6118.422363
	Iteration 46Q: 3 clusters Score -2.793639e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 199003 members 
Entering Unmasked Estep 
Score: -27936666.000000 Penalty: 6118.422363
	Iteration 47Q: 3 clusters Score -2.793667e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 200680 members 
Entering Unmasked Estep 
Score: -27936982.000000 Penalty: 6118.422363
	Iteration 48Q: 3 clusters Score -2.793698e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 202405 members 
Entering Unmasked Estep 
Score: -27937362.000000 Penalty: 6118.422363
	Iteration 49Q: 3 clusters Score -2.793736e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 204156 members 
Entering Unmasked Estep 
Score: -27937562.000000 Penalty: 6118.422363
	Iteration 50Q: 3 clusters Score -2.793756e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 205918 members 
Entering Unmasked Estep 
Score: -27937908.000000 Penalty: 6118.422363
	Iteration 51Q: 3 clusters Score -2.793791e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 207639 members 
Entering Unmasked Estep 
Score: -27938386.000000 Penalty: 6118.422363
	Iteration 52Q: 3 clusters Score -2.793839e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 209287 members 
Entering Unmasked Estep 
Score: -27938658.000000 Penalty: 6118.422363
	Iteration 53Q: 3 clusters Score -2.793866e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 210837 members 
Entering Unmasked Estep 
Score: -27939006.000000 Penalty: 6118.422363
	Iteration 54Q: 3 clusters Score -2.793901e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 212353 members 
Entering Unmasked Estep 
Score: -27939462.000000 Penalty: 6118.422363
	Iteration 55Q: 3 clusters Score -2.793946e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 213802 members 
Entering Unmasked Estep 
Score: -27939842.000000 Penalty: 6118.422363
	Iteration 56Q: 3 clusters Score -2.793984e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 215179 members 
Entering Unmasked Estep 
Score: -27940338.000000 Penalty: 6118.422363
	Iteration 57Q: 3 clusters Score -2.794034e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 216485 members 
Entering Unmasked Estep 
Score: -27940828.000000 Penalty: 6118.422363
	Iteration 58Q: 3 clusters Score -2.794083e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 217623 members 
Entering Unmasked Estep 
Score: -27941128.000000 Penalty: 6118.422363
	Iteration 59Q: 3 clusters Score -2.794113e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 218657 members 
Entering Unmasked Estep 
Score: -27941430.000000 Penalty: 6118.422363
	Iteration 60F: 3 clusters Score -2.794143e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 219567 members 
Entering Unmasked Estep 
Score: -27941768.000000 Penalty: 6118.422363
	Iteration 61Q: 3 clusters Score -2.794177e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 220326 members 
Entering Unmasked Estep 
Score: -27941994.000000 Penalty: 6118.422363
	Iteration 62Q: 3 clusters Score -2.794199e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 221026 members 
Entering Unmasked Estep 
Score: -27942178.000000 Penalty: 6118.422363
	Iteration 63Q: 3 clusters Score -2.794218e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 221623 members 
Entering Unmasked Estep 
Score: -27942370.000000 Penalty: 6118.422363
	Iteration 64Q: 3 clusters Score -2.794237e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 222106 members 
Entering Unmasked Estep 
Score: -27942356.000000 Penalty: 6118.422363
	Iteration 65Q: 3 clusters Score -2.794236e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 222511 members 
Entering Unmasked Estep 
Score: -27942450.000000 Penalty: 6118.422363
	Iteration 66Q: 3 clusters Score -2.794245e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 222850 members 
Entering Unmasked Estep 
Score: -27942474.000000 Penalty: 6118.422363
	Iteration 67Q: 3 clusters Score -2.794247e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 223125 members 
Entering Unmasked Estep 
Score: -27942514.000000 Penalty: 6118.422363
	Iteration 68Q: 3 clusters Score -2.794251e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 223365 members 
Entering Unmasked Estep 
Score: -27942618.000000 Penalty: 6118.422363
	Iteration 69Q: 3 clusters Score -2.794262e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 223564 members 
Entering Unmasked Estep 
Score: -27942578.000000 Penalty: 6118.422363
	Iteration 70Q: 3 clusters Score -2.794258e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 223717 members 
Entering Unmasked Estep 
Score: -27942564.000000 Penalty: 6118.422363
	Iteration 71Q: 3 clusters Score -2.794256e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 223889 members 
Entering Unmasked Estep 
Score: -27942636.000000 Penalty: 6118.422363
	Iteration 72Q: 3 clusters Score -2.794264e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 224039 members 
Entering Unmasked Estep 
Score: -27942656.000000 Penalty: 6118.422363
	Iteration 73Q: 3 clusters Score -2.794266e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 224203 members 
Entering Unmasked Estep 
Score: -27942682.000000 Penalty: 6118.422363
	Iteration 74Q: 3 clusters Score -2.794268e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 224359 members 
Entering Unmasked Estep 
Score: -27942752.000000 Penalty: 6118.422363
	Iteration 75Q: 3 clusters Score -2.794275e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 224493 members 
Entering Unmasked Estep 
Score: -27942794.000000 Penalty: 6118.422363
	Iteration 76Q: 3 clusters Score -2.794279e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 224608 members 
Entering Unmasked Estep 
Score: -27942810.000000 Penalty: 6118.422363
	Iteration 77Q: 3 clusters Score -2.794281e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 224722 members 
Entering Unmasked Estep 
Score: -27942806.000000 Penalty: 6118.422363
	Iteration 78Q: 3 clusters Score -2.794281e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 224817 members 
Entering Unmasked Estep 
Score: -27942838.000000 Penalty: 6118.422363
	Iteration 79Q: 3 clusters Score -2.794284e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 224897 members 
Entering Unmasked Estep 
Score: -27942814.000000 Penalty: 6118.422363
	Iteration 80F: 3 clusters Score -2.794281e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 224971 members 
Entering Unmasked Estep 
Score: -27942864.000000 Penalty: 6118.422363
	Iteration 81Q: 3 clusters Score -2.794286e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 225025 members 
Entering Unmasked Estep 
Score: -27942908.000000 Penalty: 6118.422363
	Iteration 82Q: 3 clusters Score -2.794291e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 225072 members 
Entering Unmasked Estep 
Score: -27942896.000000 Penalty: 6118.422363
	Iteration 83Q: 3 clusters Score -2.79429e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 225121 members 
Entering Unmasked Estep 
Score: -27942922.000000 Penalty: 6118.422363
	Iteration 84Q: 3 clusters Score -2.794292e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 225155 members 
Entering Unmasked Estep 
Score: -27942918.000000 Penalty: 6118.422363
	Iteration 85Q: 3 clusters Score -2.794292e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 225189 members 
Entering Unmasked Estep 
Score: -27942938.000000 Penalty: 6118.422363
	Iteration 86Q: 3 clusters Score -2.794294e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 225219 members 
Entering Unmasked Estep 
Score: -27942952.000000 Penalty: 6118.422363
	Iteration 87Q: 3 clusters Score -2.794295e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 225255 members 
Entering Unmasked Estep 
Score: -27942932.000000 Penalty: 6118.422363
	Iteration 88Q: 3 clusters Score -2.794293e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 225278 members 
Entering Unmasked Estep 
Score: -27942954.000000 Penalty: 6118.422363
	Iteration 89Q: 3 clusters Score -2.794295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 225288 members 
Entering Unmasked Estep 
Score: -27942970.000000 Penalty: 6118.422363
	Iteration 90Q: 3 clusters Score -2.794297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 225293 members 
Entering Unmasked Estep 
Score: -27942966.000000 Penalty: 6118.422363
	Iteration 91Q: 3 clusters Score -2.794297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 225297 members 
Entering Unmasked Estep 
Score: -27942978.000000 Penalty: 6118.422363
	Iteration 92Q: 3 clusters Score -2.794298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 225304 members 
Entering Unmasked Estep 
Score: -27942988.000000 Penalty: 6118.422363
	Iteration 93Q: 3 clusters Score -2.794299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 225318 members 
Entering Unmasked Estep 
Score: -27943010.000000 Penalty: 6118.422363
	Iteration 94Q: 3 clusters Score -2.794301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 225332 members 
Entering Unmasked Estep 
Score: -27942992.000000 Penalty: 6118.422363
	Iteration 95Q: 3 clusters Score -2.794299e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 225344 members 
Entering Unmasked Estep 
Score: -27943008.000000 Penalty: 6118.422363
	Iteration 96Q: 3 clusters Score -2.794301e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 225359 members 
Entering Unmasked Estep 
Score: -27943014.000000 Penalty: 6118.422363
	Iteration 97Q: 3 clusters Score -2.794301e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 225370 members 
Entering Unmasked Estep 
Score: -27943024.000000 Penalty: 6118.422363
	Iteration 98Q: 3 clusters Score -2.794302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 225386 members 
Entering Unmasked Estep 
Score: -27943042.000000 Penalty: 6118.422363
	Iteration 99Q: 3 clusters Score -2.794304e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 225403 members 
Entering Unmasked Estep 
Score: -27943040.000000 Penalty: 6118.422363
	Iteration 100F: 3 clusters Score -2.794304e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 225417 members 
Entering Unmasked Estep 
Score: -27943044.000000 Penalty: 6118.422363
	Iteration 101Q: 3 clusters Score -2.794304e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 225431 members 
Entering Unmasked Estep 
Score: -27943044.000000 Penalty: 6118.422363
	Iteration 102Q: 3 clusters Score -2.794304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 225439 members 
Entering Unmasked Estep 
Score: -27943046.000000 Penalty: 6118.422363
	Iteration 103Q: 3 clusters Score -2.794305e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 225446 members 
Entering Unmasked Estep 
Score: -27943034.000000 Penalty: 6118.422363
	Iteration 104Q: 3 clusters Score -2.794303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 225449 members 
Entering Unmasked Estep 
Score: -27943048.000000 Penalty: 6118.422363
	Iteration 105Q: 3 clusters Score -2.794305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 225453 members 
Entering Unmasked Estep 
Score: -27943028.000000 Penalty: 6118.422363
	Iteration 106Q: 3 clusters Score -2.794303e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 225458 members 
Entering Unmasked Estep 
Score: -27943032.000000 Penalty: 6118.422363
	Iteration 107Q: 3 clusters Score -2.794303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 225473 members 
Entering Unmasked Estep 
Score: -27943012.000000 Penalty: 6118.422363
	Iteration 108Q: 3 clusters Score -2.794301e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 225490 members 
Entering Unmasked Estep 
Score: -27943000.000000 Penalty: 6118.422363
	Iteration 109Q: 3 clusters Score -2.7943e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 225499 members 
Entering Unmasked Estep 
Score: -27942988.000000 Penalty: 6118.422363
	Iteration 110Q: 3 clusters Score -2.794299e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 225513 members 
Entering Unmasked Estep 
Score: -27943000.000000 Penalty: 6118.422363
	Iteration 111Q: 3 clusters Score -2.7943e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 225525 members 
Entering Unmasked Estep 
Score: -27943008.000000 Penalty: 6118.422363
	Iteration 112Q: 3 clusters Score -2.794301e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 225536 members 
Entering Unmasked Estep 
Score: -27942998.000000 Penalty: 6118.422363
	Iteration 113Q: 3 clusters Score -2.7943e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 225548 members 
Entering Unmasked Estep 
Score: -27943004.000000 Penalty: 6118.422363
	Iteration 114Q: 3 clusters Score -2.7943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 225553 members 
Entering Unmasked Estep 
Score: -27943012.000000 Penalty: 6118.422363
	Iteration 115Q: 3 clusters Score -2.794301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 225557 members 
Entering Unmasked Estep 
Score: -27943012.000000 Penalty: 6118.422363
	Iteration 116Q: 3 clusters Score -2.794301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 225559 members 
Entering Unmasked Estep 
Score: -27943018.000000 Penalty: 6118.422363
	Iteration 117Q: 3 clusters Score -2.794302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 225558 members 
Entering Unmasked Estep 
Score: -27943012.000000 Penalty: 6118.422363
	Iteration 118Q: 3 clusters Score -2.794301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 225558 members 
Entering Unmasked Estep 
Score: -27943012.000000 Penalty: 6118.422363
	Iteration 119F: 3 clusters Score -2.794301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -176085.468750 Penalty: 1804.070923
	Iteration 0F: 2 clusters Score -176085.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -173837.296875 Penalty: 3608.141846
	Iteration 0F: 3 clusters Score -173837.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -174211.921875 Penalty: 3608.141846
	Iteration 1F: 3 clusters Score -174211.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -174310.343750 Penalty: 3608.141846
	Iteration 2F: 3 clusters Score -174310.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -174360.843750 Penalty: 3608.141846
	Iteration 3Q: 3 clusters Score -174360.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -174397.796875 Penalty: 3608.141846
	Iteration 4Q: 3 clusters Score -174397.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -174419.109375 Penalty: 3608.141846
	Iteration 5Q: 3 clusters Score -174419.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -174435.609375 Penalty: 3608.141846
	Iteration 6Q: 3 clusters Score -174435.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -174445.234375 Penalty: 3608.141846
	Iteration 7Q: 3 clusters Score -174445.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -174455.484375 Penalty: 3608.141846
	Iteration 8Q: 3 clusters Score -174455.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -174465.171875 Penalty: 3608.141846
	Iteration 9Q: 3 clusters Score -174465.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -174471.703125 Penalty: 3608.141846
	Iteration 10Q: 3 clusters Score -174471.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -174479.078125 Penalty: 3608.141846
	Iteration 11Q: 3 clusters Score -174479.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -174484.671875 Penalty: 3608.141846
	Iteration 12Q: 3 clusters Score -174484.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -174494.453125 Penalty: 3608.141846
	Iteration 13Q: 3 clusters Score -174494.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -174500.937500 Penalty: 3608.141846
	Iteration 14Q: 3 clusters Score -174500.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -174503.093750 Penalty: 3608.141846
	Iteration 15Q: 3 clusters Score -174503.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -174513.468750 Penalty: 3608.141846
	Iteration 16Q: 3 clusters Score -174513.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -174516.562500 Penalty: 3608.141846
	Iteration 17Q: 3 clusters Score -174516.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -174520.265625 Penalty: 3608.141846
	Iteration 18Q: 3 clusters Score -174520.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -174523.250000 Penalty: 3608.141846
	Iteration 19Q: 3 clusters Score -174523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -174526.671875 Penalty: 3608.141846
	Iteration 20F: 3 clusters Score -174526.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -174528.875000 Penalty: 3608.141846
	Iteration 21Q: 3 clusters Score -174528.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -174529.593750 Penalty: 3608.141846
	Iteration 22Q: 3 clusters Score -174529.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -174533.562500 Penalty: 3608.141846
	Iteration 23Q: 3 clusters Score -174533.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -174534.828125 Penalty: 3608.141846
	Iteration 24Q: 3 clusters Score -174534.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -174536.656250 Penalty: 3608.141846
	Iteration 25Q: 3 clusters Score -174536.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -174538.750000 Penalty: 3608.141846
	Iteration 26Q: 3 clusters Score -174538.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -174542.343750 Penalty: 3608.141846
	Iteration 27Q: 3 clusters Score -174542.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -174545.656250 Penalty: 3608.141846
	Iteration 28Q: 3 clusters Score -174545.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -174546.671875 Penalty: 3608.141846
	Iteration 29Q: 3 clusters Score -174546.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -174547.187500 Penalty: 3608.141846
	Iteration 30Q: 3 clusters Score -174547.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -174547.187500 Penalty: 3608.141846
	Iteration 31F: 3 clusters Score -174547.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Entering Unmasked Estep 
Score: -327914.531250 Penalty: 1989.352905
	Iteration 0F: 2 clusters Score -327914.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -324678.875000 Penalty: 3978.705811
	Iteration 0F: 3 clusters Score -324678.9 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -325622.843750 Penalty: 3978.705811
	Iteration 1F: 3 clusters Score -325622.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -326129.312500 Penalty: 3978.705811
	Iteration 2F: 3 clusters Score -326129.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -326540.000000 Penalty: 3978.705811
	Iteration 3F: 3 clusters Score -326540 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -326778.687500 Penalty: 3978.705811
	Iteration 4F: 3 clusters Score -326778.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -326932.468750 Penalty: 3978.705811
	Iteration 5Q: 3 clusters Score -326932.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -327028.218750 Penalty: 3978.705811
	Iteration 6Q: 3 clusters Score -327028.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -327075.343750 Penalty: 3978.705811
	Iteration 7Q: 3 clusters Score -327075.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -327110.375000 Penalty: 3978.705811
	Iteration 8Q: 3 clusters Score -327110.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -327140.250000 Penalty: 3978.705811
	Iteration 9Q: 3 clusters Score -327140.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -327160.531250 Penalty: 3978.705811
	Iteration 10Q: 3 clusters Score -327160.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -327179.718750 Penalty: 3978.705811
	Iteration 11Q: 3 clusters Score -327179.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -327192.281250 Penalty: 3978.705811
	Iteration 12Q: 3 clusters Score -327192.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -327200.375000 Penalty: 3978.705811
	Iteration 13Q: 3 clusters Score -327200.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -327205.562500 Penalty: 3978.705811
	Iteration 14Q: 3 clusters Score -327205.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -327208.125000 Penalty: 3978.705811
	Iteration 15Q: 3 clusters Score -327208.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -327212.843750 Penalty: 3978.705811
	Iteration 16Q: 3 clusters Score -327212.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -327216.093750 Penalty: 3978.705811
	Iteration 17Q: 3 clusters Score -327216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -327217.375000 Penalty: 3978.705811
	Iteration 18Q: 3 clusters Score -327217.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -327218.562500 Penalty: 3978.705811
	Iteration 19Q: 3 clusters Score -327218.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -327221.187500 Penalty: 3978.705811
	Iteration 20F: 3 clusters Score -327221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -327221.187500 Penalty: 3978.705811
	Iteration 21Q: 3 clusters Score -327221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -327221.218750 Penalty: 3978.705811
	Iteration 22Q: 3 clusters Score -327221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -327221.718750 Penalty: 3978.705811
	Iteration 23Q: 3 clusters Score -327221.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -327221.718750 Penalty: 3978.705811
	Iteration 24F: 3 clusters Score -327221.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Entering Unmasked Estep 
Score: -1316067.875000 Penalty: 2310.514404
	Iteration 0F: 2 clusters Score -1316068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1307769.000000 Penalty: 4621.028809
	Iteration 0F: 3 clusters Score -1307769 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1310389.125000 Penalty: 4621.028809
	Iteration 1F: 3 clusters Score -1310389 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1310927.500000 Penalty: 4621.028809
	Iteration 2F: 3 clusters Score -1310928 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1311538.875000 Penalty: 4621.028809
	Iteration 3F: 3 clusters Score -1311539 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1312220.250000 Penalty: 4621.028809
	Iteration 4F: 3 clusters Score -1312220 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1312912.250000 Penalty: 4621.028809
	Iteration 5F: 3 clusters Score -1312912 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1313471.500000 Penalty: 4621.028809
	Iteration 6F: 3 clusters Score -1313472 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1313870.375000 Penalty: 4621.028809
	Iteration 7F: 3 clusters Score -1313870 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1314141.875000 Penalty: 4621.028809
	Iteration 8Q: 3 clusters Score -1314142 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1314318.875000 Penalty: 4621.028809
	Iteration 9Q: 3 clusters Score -1314319 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1314431.500000 Penalty: 4621.028809
	Iteration 10Q: 3 clusters Score -1314432 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1314493.125000 Penalty: 4621.028809
	Iteration 11Q: 3 clusters Score -1314493 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1314541.500000 Penalty: 4621.028809
	Iteration 12Q: 3 clusters Score -1314542 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1314571.750000 Penalty: 4621.028809
	Iteration 13Q: 3 clusters Score -1314572 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1314594.375000 Penalty: 4621.028809
	Iteration 14Q: 3 clusters Score -1314594 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1314618.125000 Penalty: 4621.028809
	Iteration 15Q: 3 clusters Score -1314618 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1314638.125000 Penalty: 4621.028809
	Iteration 16Q: 3 clusters Score -1314638 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1314669.375000 Penalty: 4621.028809
	Iteration 17Q: 3 clusters Score -1314669 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1314688.625000 Penalty: 4621.028809
	Iteration 18Q: 3 clusters Score -1314689 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1314708.875000 Penalty: 4621.028809
	Iteration 19Q: 3 clusters Score -1314709 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1314727.625000 Penalty: 4621.028809
	Iteration 20F: 3 clusters Score -1314728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1314743.750000 Penalty: 4621.028809
	Iteration 21Q: 3 clusters Score -1314744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1314764.875000 Penalty: 4621.028809
	Iteration 22Q: 3 clusters Score -1314765 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1314790.750000 Penalty: 4621.028809
	Iteration 23Q: 3 clusters Score -1314791 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1314813.625000 Penalty: 4621.028809
	Iteration 24Q: 3 clusters Score -1314814 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1314843.375000 Penalty: 4621.028809
	Iteration 25Q: 3 clusters Score -1314843 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1314876.250000 Penalty: 4621.028809
	Iteration 26Q: 3 clusters Score -1314876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1314903.125000 Penalty: 4621.028809
	Iteration 27Q: 3 clusters Score -1314903 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1314933.125000 Penalty: 4621.028809
	Iteration 28Q: 3 clusters Score -1314933 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1314969.875000 Penalty: 4621.028809
	Iteration 29Q: 3 clusters Score -1314970 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1315003.625000 Penalty: 4621.028809
	Iteration 30Q: 3 clusters Score -1315004 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1315036.500000 Penalty: 4621.028809
	Iteration 31Q: 3 clusters Score -1315036 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1315081.625000 Penalty: 4621.028809
	Iteration 32Q: 3 clusters Score -1315082 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1315138.625000 Penalty: 4621.028809
	Iteration 33Q: 3 clusters Score -1315139 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1315215.125000 Penalty: 4621.028809
	Iteration 34Q: 3 clusters Score -1315215 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1315281.625000 Penalty: 4621.028809
	Iteration 35Q: 3 clusters Score -1315282 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1315339.625000 Penalty: 4621.028809
	Iteration 36Q: 3 clusters Score -1315340 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1315385.375000 Penalty: 4621.028809
	Iteration 37Q: 3 clusters Score -1315385 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1315412.875000 Penalty: 4621.028809
	Iteration 38Q: 3 clusters Score -1315413 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1315434.375000 Penalty: 4621.028809
	Iteration 39Q: 3 clusters Score -1315434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1315450.875000 Penalty: 4621.028809
	Iteration 40F: 3 clusters Score -1315451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1315455.750000 Penalty: 4621.028809
	Iteration 41Q: 3 clusters Score -1315456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1315461.750000 Penalty: 4621.028809
	Iteration 42Q: 3 clusters Score -1315462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1315456.875000 Penalty: 4621.028809
	Iteration 43Q: 3 clusters Score -1315457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1315459.750000 Penalty: 4621.028809
	Iteration 44Q: 3 clusters Score -1315460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1315465.625000 Penalty: 4621.028809
	Iteration 45Q: 3 clusters Score -1315466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1315462.875000 Penalty: 4621.028809
	Iteration 46Q: 3 clusters Score -1315463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1315465.500000 Penalty: 4621.028809
	Iteration 47Q: 3 clusters Score -1315466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1315467.750000 Penalty: 4621.028809
	Iteration 48Q: 3 clusters Score -1315468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1315467.125000 Penalty: 4621.028809
	Iteration 49Q: 3 clusters Score -1315467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1315468.875000 Penalty: 4621.028809
	Iteration 50Q: 3 clusters Score -1315469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1315468.875000 Penalty: 4621.028809
	Iteration 51F: 3 clusters Score -1315469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Entering Unmasked Estep 
Score: -69358.437500 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -69358.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67762.015625 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -67762.02 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67975.046875 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -67975.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68056.375000 Penalty: 3200.998047
	Iteration 2Q: 3 clusters Score -68056.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68126.210938 Penalty: 3200.998047
	Iteration 3Q: 3 clusters Score -68126.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -68168.171875 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -68168.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -68238.046875 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -68238.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68350.234375 Penalty: 3200.998047
	Iteration 6F: 3 clusters Score -68350.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -68514.117188 Penalty: 3200.998047
	Iteration 7F: 3 clusters Score -68514.12 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -68865.000000 Penalty: 3200.998047
	Iteration 8F: 3 clusters Score -68865 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -69196.148438 Penalty: 3200.998047
	Iteration 9F: 3 clusters Score -69196.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -69416.710938 Penalty: 3200.998047
	Iteration 10F: 3 clusters Score -69416.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -69577.640625 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -69577.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -69671.007812 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -69671.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -69747.476562 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -69747.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -69915.695312 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -69915.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -70075.234375 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -70075.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -70125.414062 Penalty: 3200.998047
	Iteration 16Q: 3 clusters Score -70125.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -70129.601562 Penalty: 3200.998047
	Iteration 17Q: 3 clusters Score -70129.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -70130.406250 Penalty: 3200.998047
	Iteration 18F: 3 clusters Score -70130.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -70137.875000 Penalty: 3200.998047
	Iteration 19Q: 3 clusters Score -70137.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -70137.875000 Penalty: 3200.998047
	Iteration 20F: 3 clusters Score -70137.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263247 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 3 contains 10671 members 
Mstep: Class 4 contains 227642 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 11121 members 
Mstep: Class 8 contains 458 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233063 members 
Mstep: Class 11 contains 2931 members 
Mstep: Class 12 contains 26883 members 
Mstep: Class 13 contains 183516 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19647 members 
Mstep: Class 18 contains 59219 members 
Mstep: Class 19 contains 45766 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4641 members 
Mstep: Class 24 contains 3043 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 9396 members 
Mstep: Class 29 contains 31227 members 
Mstep: Class 30 contains 7359 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23689 members 
Mstep: Class 34 contains 177 members 
Entering Unmasked Estep 
Score: -148027488.000000 Penalty: 118343.976562
Splitting cluster 8 changes total score from -148028624.000000 to -148027488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -243715.359375 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -243715.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -241051.593750 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -241051.6 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -241543.468750 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -241543.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -241673.734375 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -241673.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -241758.406250 Penalty: 3784.949463
	Iteration 3Q: 3 clusters Score -241758.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -241825.593750 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -241825.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -241892.453125 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -241892.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -241936.937500 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -241936.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -241974.890625 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -241974.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -242013.156250 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -242013.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -242047.593750 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -242047.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -242077.937500 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -242077.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -242098.703125 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -242098.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -242120.109375 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -242120.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -242134.468750 Penalty: 3784.949463
	Iteration 13Q: 3 clusters Score -242134.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -242142.625000 Penalty: 3784.949463
	Iteration 14Q: 3 clusters Score -242142.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -242151.484375 Penalty: 3784.949463
	Iteration 15Q: 3 clusters Score -242151.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -242160.156250 Penalty: 3784.949463
	Iteration 16Q: 3 clusters Score -242160.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -242168.453125 Penalty: 3784.949463
	Iteration 17Q: 3 clusters Score -242168.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -242174.437500 Penalty: 3784.949463
	Iteration 18Q: 3 clusters Score -242174.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -242178.046875 Penalty: 3784.949463
	Iteration 19Q: 3 clusters Score -242178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -242182.078125 Penalty: 3784.949463
	Iteration 20F: 3 clusters Score -242182.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -242184.562500 Penalty: 3784.949463
	Iteration 21Q: 3 clusters Score -242184.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -242189.609375 Penalty: 3784.949463
	Iteration 22Q: 3 clusters Score -242189.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -242193.718750 Penalty: 3784.949463
	Iteration 23Q: 3 clusters Score -242193.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -242194.640625 Penalty: 3784.949463
	Iteration 24Q: 3 clusters Score -242194.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -242195.687500 Penalty: 3784.949463
	Iteration 25Q: 3 clusters Score -242195.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -242198.359375 Penalty: 3784.949463
	Iteration 26Q: 3 clusters Score -242198.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -242200.000000 Penalty: 3784.949463
	Iteration 27Q: 3 clusters Score -242200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -242201.250000 Penalty: 3784.949463
	Iteration 28Q: 3 clusters Score -242201.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -242201.750000 Penalty: 3784.949463
	Iteration 29Q: 3 clusters Score -242201.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -242201.750000 Penalty: 3784.949463
	Iteration 30F: 3 clusters Score -242201.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (233063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233063 members 
Entering Unmasked Estep 
Score: -28182512.000000 Penalty: 3065.047852
	Iteration 0F: 2 clusters Score -2.818251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116598 members 
Mstep: Class 2 contains 116465 members 
Entering Unmasked Estep 
Score: -28035124.000000 Penalty: 6130.095703
	Iteration 0F: 3 clusters Score -2.803512e+07 nChanged 112148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119448 members 
Mstep: Class 2 contains 113615 members 
Entering Unmasked Estep 
Score: -28100590.000000 Penalty: 6130.095703
	Iteration 1F: 3 clusters Score -2.810059e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121163 members 
Mstep: Class 2 contains 111900 members 
Entering Unmasked Estep 
Score: -28102148.000000 Penalty: 6130.095703
	Iteration 2Q: 3 clusters Score -2.810215e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123762 members 
Mstep: Class 2 contains 109301 members 
Entering Unmasked Estep 
Score: -28104428.000000 Penalty: 6130.095703
	Iteration 3Q: 3 clusters Score -2.810443e+07 nChanged 9486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127654 members 
Mstep: Class 2 contains 105409 members 
Entering Unmasked Estep 
Score: -28107738.000000 Penalty: 6130.095703
	Iteration 4Q: 3 clusters Score -2.810774e+07 nChanged 11688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133242 members 
Mstep: Class 2 contains 99821 members 
Entering Unmasked Estep 
Score: -28113448.000000 Penalty: 6130.095703
	Iteration 5F: 3 clusters Score -2.811345e+07 nChanged 14055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140263 members 
Mstep: Class 2 contains 92800 members 
Entering Unmasked Estep 
Score: -28121236.000000 Penalty: 6130.095703
	Iteration 6F: 3 clusters Score -2.812124e+07 nChanged 15374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148121 members 
Mstep: Class 2 contains 84942 members 
Entering Unmasked Estep 
Score: -28130906.000000 Penalty: 6130.095703
	Iteration 7F: 3 clusters Score -2.813091e+07 nChanged 15141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155952 members 
Mstep: Class 2 contains 77111 members 
Entering Unmasked Estep 
Score: -28141184.000000 Penalty: 6130.095703
	Iteration 8F: 3 clusters Score -2.814118e+07 nChanged 13560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162556 members 
Mstep: Class 2 contains 70507 members 
Entering Unmasked Estep 
Score: -28150640.000000 Penalty: 6130.095703
	Iteration 9F: 3 clusters Score -2.815064e+07 nChanged 11260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167510 members 
Mstep: Class 2 contains 65553 members 
Entering Unmasked Estep 
Score: -28157800.000000 Penalty: 6130.095703
	Iteration 10Q: 3 clusters Score -2.81578e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171076 members 
Mstep: Class 2 contains 61987 members 
Entering Unmasked Estep 
Score: -28162510.000000 Penalty: 6130.095703
	Iteration 11Q: 3 clusters Score -2.816251e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173936 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -28165124.000000 Penalty: 6130.095703
	Iteration 12Q: 3 clusters Score -2.816512e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176602 members 
Mstep: Class 2 contains 56461 members 
Entering Unmasked Estep 
Score: -28167016.000000 Penalty: 6130.095703
	Iteration 13Q: 3 clusters Score -2.816702e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179215 members 
Mstep: Class 2 contains 53848 members 
Entering Unmasked Estep 
Score: -28168636.000000 Penalty: 6130.095703
	Iteration 14Q: 3 clusters Score -2.816864e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181600 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -28170148.000000 Penalty: 6130.095703
	Iteration 15Q: 3 clusters Score -2.817015e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183783 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -28171350.000000 Penalty: 6130.095703
	Iteration 16Q: 3 clusters Score -2.817135e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185710 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -28172396.000000 Penalty: 6130.095703
	Iteration 17Q: 3 clusters Score -2.81724e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187468 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -28173472.000000 Penalty: 6130.095703
	Iteration 18Q: 3 clusters Score -2.817347e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189016 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -28174590.000000 Penalty: 6130.095703
	Iteration 19Q: 3 clusters Score -2.817459e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190274 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -28175380.000000 Penalty: 6130.095703
	Iteration 20F: 3 clusters Score -2.817538e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191320 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -28175952.000000 Penalty: 6130.095703
	Iteration 21Q: 3 clusters Score -2.817595e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192221 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -28176540.000000 Penalty: 6130.095703
	Iteration 22Q: 3 clusters Score -2.817654e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192960 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -28176908.000000 Penalty: 6130.095703
	Iteration 23Q: 3 clusters Score -2.817691e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193635 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -28177224.000000 Penalty: 6130.095703
	Iteration 24Q: 3 clusters Score -2.817722e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194204 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -28177522.000000 Penalty: 6130.095703
	Iteration 25Q: 3 clusters Score -2.817752e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194723 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -28177820.000000 Penalty: 6130.095703
	Iteration 26Q: 3 clusters Score -2.817782e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195254 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -28178112.000000 Penalty: 6130.095703
	Iteration 27Q: 3 clusters Score -2.817811e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195758 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -28178234.000000 Penalty: 6130.095703
	Iteration 28Q: 3 clusters Score -2.817823e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196209 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -28178494.000000 Penalty: 6130.095703
	Iteration 29Q: 3 clusters Score -2.817849e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196627 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -28178588.000000 Penalty: 6130.095703
	Iteration 30Q: 3 clusters Score -2.817859e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197005 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -28178674.000000 Penalty: 6130.095703
	Iteration 31Q: 3 clusters Score -2.817867e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197326 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -28178762.000000 Penalty: 6130.095703
	Iteration 32Q: 3 clusters Score -2.817876e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197670 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -28178830.000000 Penalty: 6130.095703
	Iteration 33Q: 3 clusters Score -2.817883e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198039 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -28178924.000000 Penalty: 6130.095703
	Iteration 34Q: 3 clusters Score -2.817892e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198403 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -28179028.000000 Penalty: 6130.095703
	Iteration 35Q: 3 clusters Score -2.817903e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198788 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -28179108.000000 Penalty: 6130.095703
	Iteration 36Q: 3 clusters Score -2.817911e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199203 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -28179152.000000 Penalty: 6130.095703
	Iteration 37Q: 3 clusters Score -2.817915e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199638 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -28179138.000000 Penalty: 6130.095703
	Iteration 38Q: 3 clusters Score -2.817914e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200115 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -28179196.000000 Penalty: 6130.095703
	Iteration 39Q: 3 clusters Score -2.81792e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200576 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -28179306.000000 Penalty: 6130.095703
	Iteration 40F: 3 clusters Score -2.817931e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201077 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -28179400.000000 Penalty: 6130.095703
	Iteration 41Q: 3 clusters Score -2.81794e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201592 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -28179424.000000 Penalty: 6130.095703
	Iteration 42Q: 3 clusters Score -2.817942e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202094 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -28179502.000000 Penalty: 6130.095703
	Iteration 43Q: 3 clusters Score -2.81795e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202657 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -28179578.000000 Penalty: 6130.095703
	Iteration 44Q: 3 clusters Score -2.817958e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203237 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -28179658.000000 Penalty: 6130.095703
	Iteration 45Q: 3 clusters Score -2.817966e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203793 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -28179672.000000 Penalty: 6130.095703
	Iteration 46Q: 3 clusters Score -2.817967e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204332 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -28179816.000000 Penalty: 6130.095703
	Iteration 47Q: 3 clusters Score -2.817982e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204924 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -28179994.000000 Penalty: 6130.095703
	Iteration 48Q: 3 clusters Score -2.817999e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205604 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -28180020.000000 Penalty: 6130.095703
	Iteration 49Q: 3 clusters Score -2.818002e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206307 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -28180062.000000 Penalty: 6130.095703
	Iteration 50Q: 3 clusters Score -2.818006e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207031 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -28180144.000000 Penalty: 6130.095703
	Iteration 51Q: 3 clusters Score -2.818014e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207680 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -28180180.000000 Penalty: 6130.095703
	Iteration 52Q: 3 clusters Score -2.818018e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208343 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -28180302.000000 Penalty: 6130.095703
	Iteration 53Q: 3 clusters Score -2.81803e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209035 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -28180524.000000 Penalty: 6130.095703
	Iteration 54Q: 3 clusters Score -2.818052e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209732 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -28180716.000000 Penalty: 6130.095703
	Iteration 55Q: 3 clusters Score -2.818072e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210413 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -28180916.000000 Penalty: 6130.095703
	Iteration 56Q: 3 clusters Score -2.818092e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211075 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -28181044.000000 Penalty: 6130.095703
	Iteration 57Q: 3 clusters Score -2.818104e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211749 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -28181232.000000 Penalty: 6130.095703
	Iteration 58Q: 3 clusters Score -2.818123e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212420 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -28181380.000000 Penalty: 6130.095703
	Iteration 59Q: 3 clusters Score -2.818138e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213071 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -28181488.000000 Penalty: 6130.095703
	Iteration 60F: 3 clusters Score -2.818149e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213709 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -28181538.000000 Penalty: 6130.095703
	Iteration 61Q: 3 clusters Score -2.818154e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214280 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -28181604.000000 Penalty: 6130.095703
	Iteration 62Q: 3 clusters Score -2.81816e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214834 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -28181748.000000 Penalty: 6130.095703
	Iteration 63Q: 3 clusters Score -2.818175e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215365 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -28181840.000000 Penalty: 6130.095703
	Iteration 64Q: 3 clusters Score -2.818184e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215900 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -28182052.000000 Penalty: 6130.095703
	Iteration 65Q: 3 clusters Score -2.818205e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216439 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -28182168.000000 Penalty: 6130.095703
	Iteration 66Q: 3 clusters Score -2.818217e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216962 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -28182300.000000 Penalty: 6130.095703
	Iteration 67Q: 3 clusters Score -2.81823e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217452 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -28182418.000000 Penalty: 6130.095703
	Iteration 68Q: 3 clusters Score -2.818242e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217911 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -28182504.000000 Penalty: 6130.095703
	Iteration 69Q: 3 clusters Score -2.81825e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218330 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -28182532.000000 Penalty: 6130.095703
	Iteration 70Q: 3 clusters Score -2.818253e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218719 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -28182578.000000 Penalty: 6130.095703
	Iteration 71Q: 3 clusters Score -2.818258e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219071 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -28182582.000000 Penalty: 6130.095703
	Iteration 72Q: 3 clusters Score -2.818258e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219371 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -28182576.000000 Penalty: 6130.095703
	Iteration 73Q: 3 clusters Score -2.818258e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219666 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -28182550.000000 Penalty: 6130.095703
	Iteration 74Q: 3 clusters Score -2.818255e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219950 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -28182538.000000 Penalty: 6130.095703
	Iteration 75Q: 3 clusters Score -2.818254e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220202 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -28182612.000000 Penalty: 6130.095703
	Iteration 76Q: 3 clusters Score -2.818261e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220423 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -28182596.000000 Penalty: 6130.095703
	Iteration 77Q: 3 clusters Score -2.81826e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220612 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -28182614.000000 Penalty: 6130.095703
	Iteration 78Q: 3 clusters Score -2.818261e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220789 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -28182610.000000 Penalty: 6130.095703
	Iteration 79Q: 3 clusters Score -2.818261e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220944 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -28182568.000000 Penalty: 6130.095703
	Iteration 80F: 3 clusters Score -2.818257e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221085 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -28182548.000000 Penalty: 6130.095703
	Iteration 81Q: 3 clusters Score -2.818255e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221217 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -28182566.000000 Penalty: 6130.095703
	Iteration 82Q: 3 clusters Score -2.818257e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221352 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -28182574.000000 Penalty: 6130.095703
	Iteration 83Q: 3 clusters Score -2.818257e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221473 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -28182622.000000 Penalty: 6130.095703
	Iteration 84Q: 3 clusters Score -2.818262e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221587 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -28182616.000000 Penalty: 6130.095703
	Iteration 85Q: 3 clusters Score -2.818262e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221681 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -28182660.000000 Penalty: 6130.095703
	Iteration 86Q: 3 clusters Score -2.818266e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221749 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -28182692.000000 Penalty: 6130.095703
	Iteration 87Q: 3 clusters Score -2.818269e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221808 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -28182652.000000 Penalty: 6130.095703
	Iteration 88Q: 3 clusters Score -2.818265e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221862 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -28182610.000000 Penalty: 6130.095703
	Iteration 89Q: 3 clusters Score -2.818261e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221913 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -28182618.000000 Penalty: 6130.095703
	Iteration 90Q: 3 clusters Score -2.818262e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221964 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -28182598.000000 Penalty: 6130.095703
	Iteration 91Q: 3 clusters Score -2.81826e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222019 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -28182612.000000 Penalty: 6130.095703
	Iteration 92Q: 3 clusters Score -2.818261e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222072 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -28182580.000000 Penalty: 6130.095703
	Iteration 93Q: 3 clusters Score -2.818258e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222121 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -28182574.000000 Penalty: 6130.095703
	Iteration 94Q: 3 clusters Score -2.818257e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222170 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -28182572.000000 Penalty: 6130.095703
	Iteration 95Q: 3 clusters Score -2.818257e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222208 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -28182580.000000 Penalty: 6130.095703
	Iteration 96Q: 3 clusters Score -2.818258e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222242 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -28182584.000000 Penalty: 6130.095703
	Iteration 97Q: 3 clusters Score -2.818258e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222278 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -28182530.000000 Penalty: 6130.095703
	Iteration 98Q: 3 clusters Score -2.818253e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222325 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -28182546.000000 Penalty: 6130.095703
	Iteration 99Q: 3 clusters Score -2.818255e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222376 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -28182536.000000 Penalty: 6130.095703
	Iteration 100F: 3 clusters Score -2.818254e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222430 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -28182520.000000 Penalty: 6130.095703
	Iteration 101Q: 3 clusters Score -2.818252e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222489 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -28182546.000000 Penalty: 6130.095703
	Iteration 102Q: 3 clusters Score -2.818255e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222533 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -28182522.000000 Penalty: 6130.095703
	Iteration 103Q: 3 clusters Score -2.818252e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222591 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -28182494.000000 Penalty: 6130.095703
	Iteration 104Q: 3 clusters Score -2.818249e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222661 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -28182488.000000 Penalty: 6130.095703
	Iteration 105Q: 3 clusters Score -2.818249e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222730 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -28182460.000000 Penalty: 6130.095703
	Iteration 106Q: 3 clusters Score -2.818246e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222788 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -28182496.000000 Penalty: 6130.095703
	Iteration 107Q: 3 clusters Score -2.81825e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222835 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -28182496.000000 Penalty: 6130.095703
	Iteration 108Q: 3 clusters Score -2.81825e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222889 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -28182508.000000 Penalty: 6130.095703
	Iteration 109Q: 3 clusters Score -2.818251e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222942 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -28182482.000000 Penalty: 6130.095703
	Iteration 110Q: 3 clusters Score -2.818248e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223002 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -28182510.000000 Penalty: 6130.095703
	Iteration 111Q: 3 clusters Score -2.818251e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223047 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -28182526.000000 Penalty: 6130.095703
	Iteration 112Q: 3 clusters Score -2.818253e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223083 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -28182490.000000 Penalty: 6130.095703
	Iteration 113Q: 3 clusters Score -2.818249e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223115 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -28182470.000000 Penalty: 6130.095703
	Iteration 114Q: 3 clusters Score -2.818247e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223141 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -28182466.000000 Penalty: 6130.095703
	Iteration 115Q: 3 clusters Score -2.818247e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223171 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -28182466.000000 Penalty: 6130.095703
	Iteration 116Q: 3 clusters Score -2.818247e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223193 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -28182450.000000 Penalty: 6130.095703
	Iteration 117Q: 3 clusters Score -2.818245e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223214 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -28182482.000000 Penalty: 6130.095703
	Iteration 118Q: 3 clusters Score -2.818248e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223230 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -28182466.000000 Penalty: 6130.095703
	Iteration 119Q: 3 clusters Score -2.818247e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223246 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -28182458.000000 Penalty: 6130.095703
	Iteration 120F: 3 clusters Score -2.818246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223261 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -28182452.000000 Penalty: 6130.095703
	Iteration 121Q: 3 clusters Score -2.818245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223277 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -28182428.000000 Penalty: 6130.095703
	Iteration 122Q: 3 clusters Score -2.818243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223292 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -28182420.000000 Penalty: 6130.095703
	Iteration 123Q: 3 clusters Score -2.818242e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223309 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -28182410.000000 Penalty: 6130.095703
	Iteration 124Q: 3 clusters Score -2.818241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223323 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -28182410.000000 Penalty: 6130.095703
	Iteration 125Q: 3 clusters Score -2.818241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223333 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -28182416.000000 Penalty: 6130.095703
	Iteration 126Q: 3 clusters Score -2.818242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223339 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -28182426.000000 Penalty: 6130.095703
	Iteration 127Q: 3 clusters Score -2.818243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223347 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -28182408.000000 Penalty: 6130.095703
	Iteration 128Q: 3 clusters Score -2.818241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223353 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -28182402.000000 Penalty: 6130.095703
	Iteration 129Q: 3 clusters Score -2.81824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223358 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -28182400.000000 Penalty: 6130.095703
	Iteration 130Q: 3 clusters Score -2.81824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223362 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -28182396.000000 Penalty: 6130.095703
	Iteration 131Q: 3 clusters Score -2.81824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223366 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -28182388.000000 Penalty: 6130.095703
	Iteration 132Q: 3 clusters Score -2.818239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223369 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -28182394.000000 Penalty: 6130.095703
	Iteration 133Q: 3 clusters Score -2.818239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223370 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -28182390.000000 Penalty: 6130.095703
	Iteration 134Q: 3 clusters Score -2.818239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223371 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -28182394.000000 Penalty: 6130.095703
	Iteration 135Q: 3 clusters Score -2.818239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223372 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -28182386.000000 Penalty: 6130.095703
	Iteration 136Q: 3 clusters Score -2.818239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223372 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -28182386.000000 Penalty: 6130.095703
	Iteration 137F: 3 clusters Score -2.818239e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Entering Unmasked Estep 
Score: -340810.937500 Penalty: 1979.808594
	Iteration 0F: 2 clusters Score -340810.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -337644.218750 Penalty: 3959.617188
	Iteration 0F: 3 clusters Score -337644.2 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -338248.312500 Penalty: 3959.617188
	Iteration 1F: 3 clusters Score -338248.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -338398.625000 Penalty: 3959.617188
	Iteration 2F: 3 clusters Score -338398.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -338527.812500 Penalty: 3959.617188
	Iteration 3Q: 3 clusters Score -338527.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -338647.125000 Penalty: 3959.617188
	Iteration 4Q: 3 clusters Score -338647.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -338739.250000 Penalty: 3959.617188
	Iteration 5Q: 3 clusters Score -338739.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -338816.625000 Penalty: 3959.617188
	Iteration 6Q: 3 clusters Score -338816.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -338890.531250 Penalty: 3959.617188
	Iteration 7Q: 3 clusters Score -338890.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -338970.781250 Penalty: 3959.617188
	Iteration 8Q: 3 clusters Score -338970.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -339040.656250 Penalty: 3959.617188
	Iteration 9Q: 3 clusters Score -339040.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -339097.218750 Penalty: 3959.617188
	Iteration 10Q: 3 clusters Score -339097.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -339142.625000 Penalty: 3959.617188
	Iteration 11Q: 3 clusters Score -339142.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -339173.406250 Penalty: 3959.617188
	Iteration 12Q: 3 clusters Score -339173.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -339193.781250 Penalty: 3959.617188
	Iteration 13Q: 3 clusters Score -339193.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -339207.343750 Penalty: 3959.617188
	Iteration 14Q: 3 clusters Score -339207.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -339217.312500 Penalty: 3959.617188
	Iteration 15Q: 3 clusters Score -339217.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -339227.750000 Penalty: 3959.617188
	Iteration 16Q: 3 clusters Score -339227.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -339235.812500 Penalty: 3959.617188
	Iteration 17Q: 3 clusters Score -339235.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -339245.625000 Penalty: 3959.617188
	Iteration 18Q: 3 clusters Score -339245.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -339251.906250 Penalty: 3959.617188
	Iteration 19Q: 3 clusters Score -339251.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -339253.906250 Penalty: 3959.617188
	Iteration 20F: 3 clusters Score -339253.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -339257.718750 Penalty: 3959.617188
	Iteration 21Q: 3 clusters Score -339257.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -339260.437500 Penalty: 3959.617188
	Iteration 22Q: 3 clusters Score -339260.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -339263.812500 Penalty: 3959.617188
	Iteration 23Q: 3 clusters Score -339263.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -339266.531250 Penalty: 3959.617188
	Iteration 24Q: 3 clusters Score -339266.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -339268.468750 Penalty: 3959.617188
	Iteration 25Q: 3 clusters Score -339268.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -339270.625000 Penalty: 3959.617188
	Iteration 26Q: 3 clusters Score -339270.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -339272.406250 Penalty: 3959.617188
	Iteration 27Q: 3 clusters Score -339272.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -339275.812500 Penalty: 3959.617188
	Iteration 28Q: 3 clusters Score -339275.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -339278.843750 Penalty: 3959.617188
	Iteration 29Q: 3 clusters Score -339278.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -339280.062500 Penalty: 3959.617188
	Iteration 30Q: 3 clusters Score -339280.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -339280.218750 Penalty: 3959.617188
	Iteration 31Q: 3 clusters Score -339280.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -339281.031250 Penalty: 3959.617188
	Iteration 32Q: 3 clusters Score -339281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -339283.156250 Penalty: 3959.617188
	Iteration 33Q: 3 clusters Score -339283.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -339284.593750 Penalty: 3959.617188
	Iteration 34Q: 3 clusters Score -339284.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -339284.593750 Penalty: 3959.617188
	Iteration 35F: 3 clusters Score -339284.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Entering Unmasked Estep 
Score: -3024821.000000 Penalty: 2529.413818
	Iteration 0F: 2 clusters Score -3024821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3006353.000000 Penalty: 5058.827637
	Iteration 0F: 3 clusters Score -3006353 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3012782.750000 Penalty: 5058.827637
	Iteration 1F: 3 clusters Score -3012783 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3013396.500000 Penalty: 5058.827637
	Iteration 2F: 3 clusters Score -3013396 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3014092.250000 Penalty: 5058.827637
	Iteration 3F: 3 clusters Score -3014092 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3015013.500000 Penalty: 5058.827637
	Iteration 4F: 3 clusters Score -3015014 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -3016260.250000 Penalty: 5058.827637
	Iteration 5F: 3 clusters Score -3016260 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -3017779.750000 Penalty: 5058.827637
	Iteration 6F: 3 clusters Score -3017780 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -3019224.500000 Penalty: 5058.827637
	Iteration 7F: 3 clusters Score -3019224 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -3020243.500000 Penalty: 5058.827637
	Iteration 8F: 3 clusters Score -3020244 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -3020818.500000 Penalty: 5058.827637
	Iteration 9Q: 3 clusters Score -3020818 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -3021214.500000 Penalty: 5058.827637
	Iteration 10Q: 3 clusters Score -3021214 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -3021489.500000 Penalty: 5058.827637
	Iteration 11Q: 3 clusters Score -3021490 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3021682.750000 Penalty: 5058.827637
	Iteration 12Q: 3 clusters Score -3021683 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -3021844.250000 Penalty: 5058.827637
	Iteration 13Q: 3 clusters Score -3021844 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3021999.750000 Penalty: 5058.827637
	Iteration 14Q: 3 clusters Score -3022000 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3022158.500000 Penalty: 5058.827637
	Iteration 15Q: 3 clusters Score -3022158 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3022311.750000 Penalty: 5058.827637
	Iteration 16Q: 3 clusters Score -3022312 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -3022467.750000 Penalty: 5058.827637
	Iteration 17Q: 3 clusters Score -3022468 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3022630.750000 Penalty: 5058.827637
	Iteration 18Q: 3 clusters Score -3022631 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3022801.750000 Penalty: 5058.827637
	Iteration 19Q: 3 clusters Score -3022802 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3022989.750000 Penalty: 5058.827637
	Iteration 20F: 3 clusters Score -3022990 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -3023195.750000 Penalty: 5058.827637
	Iteration 21Q: 3 clusters Score -3023196 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3023411.750000 Penalty: 5058.827637
	Iteration 22Q: 3 clusters Score -3023412 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3023603.500000 Penalty: 5058.827637
	Iteration 23Q: 3 clusters Score -3023604 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -3023791.250000 Penalty: 5058.827637
	Iteration 24Q: 3 clusters Score -3023791 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -3023962.750000 Penalty: 5058.827637
	Iteration 25Q: 3 clusters Score -3023963 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -3024112.000000 Penalty: 5058.827637
	Iteration 26Q: 3 clusters Score -3024112 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -3024259.250000 Penalty: 5058.827637
	Iteration 27Q: 3 clusters Score -3024259 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3024384.250000 Penalty: 5058.827637
	Iteration 28Q: 3 clusters Score -3024384 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -3024496.500000 Penalty: 5058.827637
	Iteration 29Q: 3 clusters Score -3024496 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -3024576.750000 Penalty: 5058.827637
	Iteration 30Q: 3 clusters Score -3024577 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -3024624.500000 Penalty: 5058.827637
	Iteration 31Q: 3 clusters Score -3024624 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -3024665.750000 Penalty: 5058.827637
	Iteration 32Q: 3 clusters Score -3024666 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -3024707.000000 Penalty: 5058.827637
	Iteration 33Q: 3 clusters Score -3024707 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -3024716.750000 Penalty: 5058.827637
	Iteration 34Q: 3 clusters Score -3024717 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -3024726.250000 Penalty: 5058.827637
	Iteration 35Q: 3 clusters Score -3024726 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -3024745.250000 Penalty: 5058.827637
	Iteration 36Q: 3 clusters Score -3024745 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -3024761.250000 Penalty: 5058.827637
	Iteration 37Q: 3 clusters Score -3024761 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3024771.750000 Penalty: 5058.827637
	Iteration 38Q: 3 clusters Score -3024772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -3024780.500000 Penalty: 5058.827637
	Iteration 39Q: 3 clusters Score -3024780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -3024777.250000 Penalty: 5058.827637
	Iteration 40F: 3 clusters Score -3024777 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -3024778.750000 Penalty: 5058.827637
	Iteration 41Q: 3 clusters Score -3024779 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -3024790.500000 Penalty: 5058.827637
	Iteration 42Q: 3 clusters Score -3024790 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -3024793.500000 Penalty: 5058.827637
	Iteration 43Q: 3 clusters Score -3024794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -3024793.250000 Penalty: 5058.827637
	Iteration 44Q: 3 clusters Score -3024793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -3024798.250000 Penalty: 5058.827637
	Iteration 45Q: 3 clusters Score -3024798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -3024792.750000 Penalty: 5058.827637
	Iteration 46Q: 3 clusters Score -3024793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -3024788.750000 Penalty: 5058.827637
	Iteration 47Q: 3 clusters Score -3024789 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -3024798.000000 Penalty: 5058.827637
	Iteration 48Q: 3 clusters Score -3024798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -3024797.750000 Penalty: 5058.827637
	Iteration 49Q: 3 clusters Score -3024798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -3024806.750000 Penalty: 5058.827637
	Iteration 50Q: 3 clusters Score -3024807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -3024809.250000 Penalty: 5058.827637
	Iteration 51Q: 3 clusters Score -3024809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -3024811.250000 Penalty: 5058.827637
	Iteration 52Q: 3 clusters Score -3024811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3024815.750000 Penalty: 5058.827637
	Iteration 53Q: 3 clusters Score -3024816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -3024816.500000 Penalty: 5058.827637
	Iteration 54Q: 3 clusters Score -3024816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -3024821.250000 Penalty: 5058.827637
	Iteration 55Q: 3 clusters Score -3024821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -3024822.250000 Penalty: 5058.827637
	Iteration 56Q: 3 clusters Score -3024822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3024821.000000 Penalty: 5058.827637
	Iteration 57Q: 3 clusters Score -3024821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3024821.750000 Penalty: 5058.827637
	Iteration 58Q: 3 clusters Score -3024822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3024820.250000 Penalty: 5058.827637
	Iteration 59Q: 3 clusters Score -3024820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -3024821.250000 Penalty: 5058.827637
	Iteration 60F: 3 clusters Score -3024821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -3024825.000000 Penalty: 5058.827637
	Iteration 61Q: 3 clusters Score -3024825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -3024824.000000 Penalty: 5058.827637
	Iteration 62Q: 3 clusters Score -3024824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -3024825.750000 Penalty: 5058.827637
	Iteration 63Q: 3 clusters Score -3024826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -3024825.750000 Penalty: 5058.827637
	Iteration 64F: 3 clusters Score -3024826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263247 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 3 contains 10671 members 
Mstep: Class 4 contains 227642 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 11121 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233063 members 
Mstep: Class 11 contains 2931 members 
Mstep: Class 12 contains 6568 members 
Mstep: Class 13 contains 183516 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19647 members 
Mstep: Class 18 contains 59219 members 
Mstep: Class 19 contains 45766 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4641 members 
Mstep: Class 24 contains 3043 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 9396 members 
Mstep: Class 29 contains 31227 members 
Mstep: Class 30 contains 7359 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23689 members 
Mstep: Class 34 contains 20315 members 
Entering Unmasked Estep 
Score: -148027280.000000 Penalty: 118343.976562
Splitting cluster 12 changes total score from -148028624.000000 to -148027280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (183516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183516 members 
Entering Unmasked Estep 
Score: -22363372.000000 Penalty: 3005.774170
	Iteration 0F: 2 clusters Score -2.236337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92088 members 
Mstep: Class 2 contains 91428 members 
Entering Unmasked Estep 
Score: -22241268.000000 Penalty: 6011.548340
	Iteration 0F: 3 clusters Score -2.224127e+07 nChanged 88347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97551 members 
Mstep: Class 2 contains 85965 members 
Entering Unmasked Estep 
Score: -22293332.000000 Penalty: 6011.548340
	Iteration 1F: 3 clusters Score -2.229333e+07 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101583 members 
Mstep: Class 2 contains 81933 members 
Entering Unmasked Estep 
Score: -22294972.000000 Penalty: 6011.548340
	Iteration 2Q: 3 clusters Score -2.229497e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107809 members 
Mstep: Class 2 contains 75707 members 
Entering Unmasked Estep 
Score: -22297780.000000 Penalty: 6011.548340
	Iteration 3Q: 3 clusters Score -2.229778e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117069 members 
Mstep: Class 2 contains 66447 members 
Entering Unmasked Estep 
Score: -22302934.000000 Penalty: 6011.548340
	Iteration 4F: 3 clusters Score -2.230293e+07 nChanged 13268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129901 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -22311938.000000 Penalty: 6011.548340
	Iteration 5F: 3 clusters Score -2.231194e+07 nChanged 15850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145523 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -22325332.000000 Penalty: 6011.548340
	Iteration 6F: 3 clusters Score -2.232533e+07 nChanged 15570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160999 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -22340228.000000 Penalty: 6011.548340
	Iteration 7F: 3 clusters Score -2.234023e+07 nChanged 11489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172458 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -22351240.000000 Penalty: 6011.548340
	Iteration 8F: 3 clusters Score -2.235124e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178782 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -22356982.000000 Penalty: 6011.548340
	Iteration 9Q: 3 clusters Score -2.235698e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181487 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -22359290.000000 Penalty: 6011.548340
	Iteration 10Q: 3 clusters Score -2.235929e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182478 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -22360092.000000 Penalty: 6011.548340
	Iteration 11Q: 3 clusters Score -2.236009e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182855 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -22360436.000000 Penalty: 6011.548340
	Iteration 12Q: 3 clusters Score -2.236044e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182981 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -22360570.000000 Penalty: 6011.548340
	Iteration 13Q: 3 clusters Score -2.236057e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183035 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -22360652.000000 Penalty: 6011.548340
	Iteration 14Q: 3 clusters Score -2.236065e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183068 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -22360702.000000 Penalty: 6011.548340
	Iteration 15Q: 3 clusters Score -2.23607e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183092 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -22360742.000000 Penalty: 6011.548340
	Iteration 16Q: 3 clusters Score -2.236074e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183105 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -22360758.000000 Penalty: 6011.548340
	Iteration 17Q: 3 clusters Score -2.236076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183112 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -22360750.000000 Penalty: 6011.548340
	Iteration 18Q: 3 clusters Score -2.236075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183114 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -22360770.000000 Penalty: 6011.548340
	Iteration 19Q: 3 clusters Score -2.236077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183114 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -22360768.000000 Penalty: 6011.548340
	Iteration 20F: 3 clusters Score -2.236077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183114 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -22360762.000000 Penalty: 6011.548340
	Iteration 21Q: 3 clusters Score -2.236076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183113 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -22360778.000000 Penalty: 6011.548340
	Iteration 22Q: 3 clusters Score -2.236078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183114 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -22360788.000000 Penalty: 6011.548340
	Iteration 23Q: 3 clusters Score -2.236079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183114 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -22360798.000000 Penalty: 6011.548340
	Iteration 24Q: 3 clusters Score -2.23608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183114 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -22360798.000000 Penalty: 6011.548340
	Iteration 25F: 3 clusters Score -2.23608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -46718.007812 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -46718.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45238.066406 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -45238.07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45485.093750 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -45485.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -45701.062500 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -45701.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -45881.636719 Penalty: 3050.698975
	Iteration 3F: 3 clusters Score -45881.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46194.777344 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -46194.78 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46551.484375 Penalty: 3050.698975
	Iteration 5F: 3 clusters Score -46551.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47188.507812 Penalty: 3050.698975
	Iteration 6F: 3 clusters Score -47188.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -47401.300781 Penalty: 3050.698975
	Iteration 7F: 3 clusters Score -47401.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -47603.894531 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -47603.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -47717.289062 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -47717.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -47837.015625 Penalty: 3050.698975
	Iteration 10Q: 3 clusters Score -47837.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -47941.015625 Penalty: 3050.698975
	Iteration 11Q: 3 clusters Score -47941.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -47941.015625 Penalty: 3050.698975
	Iteration 12F: 3 clusters Score -47941.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263247 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 3 contains 10671 members 
Mstep: Class 4 contains 227642 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 11121 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233063 members 
Mstep: Class 11 contains 2931 members 
Mstep: Class 12 contains 26883 members 
Mstep: Class 13 contains 183516 members 
Mstep: Class 14 contains 131 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19647 members 
Mstep: Class 18 contains 59219 members 
Mstep: Class 19 contains 45766 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4641 members 
Mstep: Class 24 contains 3043 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 9396 members 
Mstep: Class 29 contains 31227 members 
Mstep: Class 30 contains 7359 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23689 members 
Mstep: Class 34 contains 338 members 
Entering Unmasked Estep 
Score: -148027872.000000 Penalty: 118343.976562
Splitting cluster 14 changes total score from -148028624.000000 to -148027872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (53409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Entering Unmasked Estep 
Score: -6396655.500000 Penalty: 2699.662109
	Iteration 0F: 2 clusters Score -6396656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -6360541.000000 Penalty: 5399.324219
	Iteration 0F: 3 clusters Score -6360541 nChanged 24847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -6374530.000000 Penalty: 5399.324219
	Iteration 1F: 3 clusters Score -6374530 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -6375198.500000 Penalty: 5399.324219
	Iteration 2Q: 3 clusters Score -6375198 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -6375990.000000 Penalty: 5399.324219
	Iteration 3Q: 3 clusters Score -6375990 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -6377053.000000 Penalty: 5399.324219
	Iteration 4Q: 3 clusters Score -6377053 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -6378475.500000 Penalty: 5399.324219
	Iteration 5Q: 3 clusters Score -6378476 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -6380400.500000 Penalty: 5399.324219
	Iteration 6F: 3 clusters Score -6380400 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -6382640.500000 Penalty: 5399.324219
	Iteration 7F: 3 clusters Score -6382640 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -6384829.000000 Penalty: 5399.324219
	Iteration 8F: 3 clusters Score -6384829 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -6387020.000000 Penalty: 5399.324219
	Iteration 9F: 3 clusters Score -6387020 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -6388793.000000 Penalty: 5399.324219
	Iteration 10Q: 3 clusters Score -6388793 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -6390225.000000 Penalty: 5399.324219
	Iteration 11Q: 3 clusters Score -6390225 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -6391308.000000 Penalty: 5399.324219
	Iteration 12Q: 3 clusters Score -6391308 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -6392138.000000 Penalty: 5399.324219
	Iteration 13Q: 3 clusters Score -6392138 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49022 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -6392673.000000 Penalty: 5399.324219
	Iteration 14Q: 3 clusters Score -6392673 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -6393043.000000 Penalty: 5399.324219
	Iteration 15Q: 3 clusters Score -6393043 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -6393347.000000 Penalty: 5399.324219
	Iteration 16Q: 3 clusters Score -6393347 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -6393604.500000 Penalty: 5399.324219
	Iteration 17Q: 3 clusters Score -6393604 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -6393804.500000 Penalty: 5399.324219
	Iteration 18Q: 3 clusters Score -6393804 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6393937.000000 Penalty: 5399.324219
	Iteration 19Q: 3 clusters Score -6393937 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6394024.000000 Penalty: 5399.324219
	Iteration 20F: 3 clusters Score -6394024 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -6394098.000000 Penalty: 5399.324219
	Iteration 21Q: 3 clusters Score -6394098 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6394163.500000 Penalty: 5399.324219
	Iteration 22Q: 3 clusters Score -6394164 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -6394194.000000 Penalty: 5399.324219
	Iteration 23Q: 3 clusters Score -6394194 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6394229.500000 Penalty: 5399.324219
	Iteration 24Q: 3 clusters Score -6394230 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6394260.000000 Penalty: 5399.324219
	Iteration 25Q: 3 clusters Score -6394260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6394283.000000 Penalty: 5399.324219
	Iteration 26Q: 3 clusters Score -6394283 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -6394305.500000 Penalty: 5399.324219
	Iteration 27Q: 3 clusters Score -6394306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6394327.500000 Penalty: 5399.324219
	Iteration 28Q: 3 clusters Score -6394328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6394345.000000 Penalty: 5399.324219
	Iteration 29Q: 3 clusters Score -6394345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6394348.000000 Penalty: 5399.324219
	Iteration 30Q: 3 clusters Score -6394348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -6394349.500000 Penalty: 5399.324219
	Iteration 31Q: 3 clusters Score -6394350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -6394353.000000 Penalty: 5399.324219
	Iteration 32Q: 3 clusters Score -6394353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52170 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6394364.000000 Penalty: 5399.324219
	Iteration 33Q: 3 clusters Score -6394364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6394374.500000 Penalty: 5399.324219
	Iteration 34Q: 3 clusters Score -6394374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -6394368.500000 Penalty: 5399.324219
	Iteration 35Q: 3 clusters Score -6394368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -6394375.000000 Penalty: 5399.324219
	Iteration 36Q: 3 clusters Score -6394375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6394380.500000 Penalty: 5399.324219
	Iteration 37Q: 3 clusters Score -6394380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6394374.500000 Penalty: 5399.324219
	Iteration 38Q: 3 clusters Score -6394374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52218 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6394377.000000 Penalty: 5399.324219
	Iteration 39Q: 3 clusters Score -6394377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6394388.500000 Penalty: 5399.324219
	Iteration 40F: 3 clusters Score -6394388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6394396.000000 Penalty: 5399.324219
	Iteration 41Q: 3 clusters Score -6394396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6394394.000000 Penalty: 5399.324219
	Iteration 42Q: 3 clusters Score -6394394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6394399.000000 Penalty: 5399.324219
	Iteration 43Q: 3 clusters Score -6394399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6394407.000000 Penalty: 5399.324219
	Iteration 44Q: 3 clusters Score -6394407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6394409.500000 Penalty: 5399.324219
	Iteration 45Q: 3 clusters Score -6394410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6394409.500000 Penalty: 5399.324219
	Iteration 46Q: 3 clusters Score -6394410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6394409.000000 Penalty: 5399.324219
	Iteration 47Q: 3 clusters Score -6394409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6394408.500000 Penalty: 5399.324219
	Iteration 48Q: 3 clusters Score -6394408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6394412.500000 Penalty: 5399.324219
	Iteration 49Q: 3 clusters Score -6394412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52288 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6394419.500000 Penalty: 5399.324219
	Iteration 50Q: 3 clusters Score -6394420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6394415.500000 Penalty: 5399.324219
	Iteration 51Q: 3 clusters Score -6394416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6394412.000000 Penalty: 5399.324219
	Iteration 52Q: 3 clusters Score -6394412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6394405.500000 Penalty: 5399.324219
	Iteration 53Q: 3 clusters Score -6394406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6394415.000000 Penalty: 5399.324219
	Iteration 54Q: 3 clusters Score -6394415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52301 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6394424.500000 Penalty: 5399.324219
	Iteration 55Q: 3 clusters Score -6394424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6394418.500000 Penalty: 5399.324219
	Iteration 56Q: 3 clusters Score -6394418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6394423.500000 Penalty: 5399.324219
	Iteration 57Q: 3 clusters Score -6394424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52314 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6394434.000000 Penalty: 5399.324219
	Iteration 58Q: 3 clusters Score -6394434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6394437.500000 Penalty: 5399.324219
	Iteration 59Q: 3 clusters Score -6394438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6394434.000000 Penalty: 5399.324219
	Iteration 60F: 3 clusters Score -6394434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -6394432.500000 Penalty: 5399.324219
	Iteration 61Q: 3 clusters Score -6394432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -6394438.500000 Penalty: 5399.324219
	Iteration 62Q: 3 clusters Score -6394438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6394443.500000 Penalty: 5399.324219
	Iteration 63Q: 3 clusters Score -6394444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6394444.500000 Penalty: 5399.324219
	Iteration 64Q: 3 clusters Score -6394444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -6394442.500000 Penalty: 5399.324219
	Iteration 65Q: 3 clusters Score -6394442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6394439.500000 Penalty: 5399.324219
	Iteration 66Q: 3 clusters Score -6394440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6394449.000000 Penalty: 5399.324219
	Iteration 67Q: 3 clusters Score -6394449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -6394448.500000 Penalty: 5399.324219
	Iteration 68Q: 3 clusters Score -6394448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6394450.500000 Penalty: 5399.324219
	Iteration 69Q: 3 clusters Score -6394450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6394457.000000 Penalty: 5399.324219
	Iteration 70Q: 3 clusters Score -6394457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6394456.500000 Penalty: 5399.324219
	Iteration 71Q: 3 clusters Score -6394456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6394456.500000 Penalty: 5399.324219
	Iteration 72F: 3 clusters Score -6394456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -31089.164062 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -31089.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29826.435547 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -29826.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29915.691406 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -29915.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29940.136719 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -29940.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29950.710938 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -29950.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29962.017578 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -29962.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29962.017578 Penalty: 2760.002197
	Iteration 5F: 3 clusters Score -29962.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Entering Unmasked Estep 
Score: -2293983.000000 Penalty: 2451.648682
	Iteration 0F: 2 clusters Score -2293983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2280065.250000 Penalty: 4903.297363
	Iteration 0F: 3 clusters Score -2280065 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2284725.250000 Penalty: 4903.297363
	Iteration 1F: 3 clusters Score -2284725 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2285141.500000 Penalty: 4903.297363
	Iteration 2F: 3 clusters Score -2285142 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2285510.750000 Penalty: 4903.297363
	Iteration 3Q: 3 clusters Score -2285511 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2285867.500000 Penalty: 4903.297363
	Iteration 4Q: 3 clusters Score -2285868 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2286234.000000 Penalty: 4903.297363
	Iteration 5Q: 3 clusters Score -2286234 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2286716.500000 Penalty: 4903.297363
	Iteration 6Q: 3 clusters Score -2286716 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2287340.250000 Penalty: 4903.297363
	Iteration 7F: 3 clusters Score -2287340 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2288039.250000 Penalty: 4903.297363
	Iteration 8F: 3 clusters Score -2288039 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2288833.750000 Penalty: 4903.297363
	Iteration 9F: 3 clusters Score -2288834 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2289493.000000 Penalty: 4903.297363
	Iteration 10F: 3 clusters Score -2289493 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2289928.000000 Penalty: 4903.297363
	Iteration 11Q: 3 clusters Score -2289928 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2290254.250000 Penalty: 4903.297363
	Iteration 12Q: 3 clusters Score -2290254 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2290492.750000 Penalty: 4903.297363
	Iteration 13Q: 3 clusters Score -2290493 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2290687.500000 Penalty: 4903.297363
	Iteration 14Q: 3 clusters Score -2290688 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2290845.750000 Penalty: 4903.297363
	Iteration 15Q: 3 clusters Score -2290846 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2290985.500000 Penalty: 4903.297363
	Iteration 16Q: 3 clusters Score -2290986 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2291122.000000 Penalty: 4903.297363
	Iteration 17Q: 3 clusters Score -2291122 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2291228.000000 Penalty: 4903.297363
	Iteration 18Q: 3 clusters Score -2291228 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2291321.750000 Penalty: 4903.297363
	Iteration 19Q: 3 clusters Score -2291322 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2291410.000000 Penalty: 4903.297363
	Iteration 20F: 3 clusters Score -2291410 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2291489.500000 Penalty: 4903.297363
	Iteration 21Q: 3 clusters Score -2291490 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2291546.250000 Penalty: 4903.297363
	Iteration 22Q: 3 clusters Score -2291546 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2291598.250000 Penalty: 4903.297363
	Iteration 23Q: 3 clusters Score -2291598 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2291616.250000 Penalty: 4903.297363
	Iteration 24Q: 3 clusters Score -2291616 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2291659.750000 Penalty: 4903.297363
	Iteration 25Q: 3 clusters Score -2291660 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2291697.250000 Penalty: 4903.297363
	Iteration 26Q: 3 clusters Score -2291697 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2291727.250000 Penalty: 4903.297363
	Iteration 27Q: 3 clusters Score -2291727 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2291758.500000 Penalty: 4903.297363
	Iteration 28Q: 3 clusters Score -2291758 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2291789.500000 Penalty: 4903.297363
	Iteration 29Q: 3 clusters Score -2291790 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2291802.250000 Penalty: 4903.297363
	Iteration 30Q: 3 clusters Score -2291802 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2291822.750000 Penalty: 4903.297363
	Iteration 31Q: 3 clusters Score -2291823 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2291839.750000 Penalty: 4903.297363
	Iteration 32Q: 3 clusters Score -2291840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2291855.000000 Penalty: 4903.297363
	Iteration 33Q: 3 clusters Score -2291855 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2291877.000000 Penalty: 4903.297363
	Iteration 34Q: 3 clusters Score -2291877 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2291900.250000 Penalty: 4903.297363
	Iteration 35Q: 3 clusters Score -2291900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2291914.000000 Penalty: 4903.297363
	Iteration 36Q: 3 clusters Score -2291914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2291928.250000 Penalty: 4903.297363
	Iteration 37Q: 3 clusters Score -2291928 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2291952.000000 Penalty: 4903.297363
	Iteration 38Q: 3 clusters Score -2291952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2291964.500000 Penalty: 4903.297363
	Iteration 39Q: 3 clusters Score -2291964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2291972.750000 Penalty: 4903.297363
	Iteration 40F: 3 clusters Score -2291973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2291982.750000 Penalty: 4903.297363
	Iteration 41Q: 3 clusters Score -2291983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2291984.750000 Penalty: 4903.297363
	Iteration 42Q: 3 clusters Score -2291985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2291988.250000 Penalty: 4903.297363
	Iteration 43Q: 3 clusters Score -2291988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2291988.000000 Penalty: 4903.297363
	Iteration 44Q: 3 clusters Score -2291988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2291990.250000 Penalty: 4903.297363
	Iteration 45Q: 3 clusters Score -2291990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2291994.000000 Penalty: 4903.297363
	Iteration 46Q: 3 clusters Score -2291994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2291992.250000 Penalty: 4903.297363
	Iteration 47Q: 3 clusters Score -2291992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2291998.500000 Penalty: 4903.297363
	Iteration 48Q: 3 clusters Score -2291998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2292001.750000 Penalty: 4903.297363
	Iteration 49Q: 3 clusters Score -2292002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2292000.500000 Penalty: 4903.297363
	Iteration 50Q: 3 clusters Score -2292000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2292004.750000 Penalty: 4903.297363
	Iteration 51Q: 3 clusters Score -2292005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2292005.000000 Penalty: 4903.297363
	Iteration 52Q: 3 clusters Score -2292005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -2292003.250000 Penalty: 4903.297363
	Iteration 53Q: 3 clusters Score -2292003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2292002.250000 Penalty: 4903.297363
	Iteration 54Q: 3 clusters Score -2292002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2292008.750000 Penalty: 4903.297363
	Iteration 55Q: 3 clusters Score -2292009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2292005.250000 Penalty: 4903.297363
	Iteration 56Q: 3 clusters Score -2292005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2292006.250000 Penalty: 4903.297363
	Iteration 57Q: 3 clusters Score -2292006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2292006.500000 Penalty: 4903.297363
	Iteration 58Q: 3 clusters Score -2292006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2292008.500000 Penalty: 4903.297363
	Iteration 59Q: 3 clusters Score -2292008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2292006.000000 Penalty: 4903.297363
	Iteration 60F: 3 clusters Score -2292006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2292009.250000 Penalty: 4903.297363
	Iteration 61Q: 3 clusters Score -2292009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2292011.250000 Penalty: 4903.297363
	Iteration 62Q: 3 clusters Score -2292011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2292010.250000 Penalty: 4903.297363
	Iteration 63Q: 3 clusters Score -2292010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2292010.250000 Penalty: 4903.297363
	Iteration 64F: 3 clusters Score -2292010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (59219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Entering Unmasked Estep 
Score: -7275208.000000 Penalty: 2725.271484
	Iteration 0F: 2 clusters Score -7275208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -7235643.000000 Penalty: 5450.542969
	Iteration 0F: 3 clusters Score -7235643 nChanged 27484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -7251399.000000 Penalty: 5450.542969
	Iteration 1F: 3 clusters Score -7251399 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -7252932.500000 Penalty: 5450.542969
	Iteration 2F: 3 clusters Score -7252932 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -7255676.000000 Penalty: 5450.542969
	Iteration 3F: 3 clusters Score -7255676 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -7260096.000000 Penalty: 5450.542969
	Iteration 4F: 3 clusters Score -7260096 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -7264502.500000 Penalty: 5450.542969
	Iteration 5F: 3 clusters Score -7264502 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -7267546.000000 Penalty: 5450.542969
	Iteration 6F: 3 clusters Score -7267546 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -7269137.000000 Penalty: 5450.542969
	Iteration 7Q: 3 clusters Score -7269137 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 49827 members 
Entering Unmasked Estep 
Score: -7269951.500000 Penalty: 5450.542969
	Iteration 8Q: 3 clusters Score -7269952 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -7270459.000000 Penalty: 5450.542969
	Iteration 9Q: 3 clusters Score -7270459 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -7270862.500000 Penalty: 5450.542969
	Iteration 10Q: 3 clusters Score -7270862 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 52756 members 
Entering Unmasked Estep 
Score: -7271142.000000 Penalty: 5450.542969
	Iteration 11Q: 3 clusters Score -7271142 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -7271378.500000 Penalty: 5450.542969
	Iteration 12Q: 3 clusters Score -7271378 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 54155 members 
Entering Unmasked Estep 
Score: -7271574.500000 Penalty: 5450.542969
	Iteration 13Q: 3 clusters Score -7271574 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -7271782.500000 Penalty: 5450.542969
	Iteration 14Q: 3 clusters Score -7271782 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
Score: -7271990.000000 Penalty: 5450.542969
	Iteration 15Q: 3 clusters Score -7271990 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 55642 members 
Entering Unmasked Estep 
Score: -7272151.000000 Penalty: 5450.542969
	Iteration 16Q: 3 clusters Score -7272151 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 55999 members 
Entering Unmasked Estep 
Score: -7272312.000000 Penalty: 5450.542969
	Iteration 17Q: 3 clusters Score -7272312 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -7272410.500000 Penalty: 5450.542969
	Iteration 18Q: 3 clusters Score -7272410 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 56620 members 
Entering Unmasked Estep 
Score: -7272506.000000 Penalty: 5450.542969
	Iteration 19Q: 3 clusters Score -7272506 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -7272587.000000 Penalty: 5450.542969
	Iteration 20F: 3 clusters Score -7272587 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -7272672.000000 Penalty: 5450.542969
	Iteration 21Q: 3 clusters Score -7272672 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 57246 members 
Entering Unmasked Estep 
Score: -7272710.500000 Penalty: 5450.542969
	Iteration 22Q: 3 clusters Score -7272710 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 57375 members 
Entering Unmasked Estep 
Score: -7272754.000000 Penalty: 5450.542969
	Iteration 23Q: 3 clusters Score -7272754 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -7272767.500000 Penalty: 5450.542969
	Iteration 24Q: 3 clusters Score -7272768 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -7272826.500000 Penalty: 5450.542969
	Iteration 25Q: 3 clusters Score -7272826 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 57633 members 
Entering Unmasked Estep 
Score: -7272862.500000 Penalty: 5450.542969
	Iteration 26Q: 3 clusters Score -7272862 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -7272898.500000 Penalty: 5450.542969
	Iteration 27Q: 3 clusters Score -7272898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 57734 members 
Entering Unmasked Estep 
Score: -7272893.500000 Penalty: 5450.542969
	Iteration 28Q: 3 clusters Score -7272894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 57764 members 
Entering Unmasked Estep 
Score: -7272906.500000 Penalty: 5450.542969
	Iteration 29Q: 3 clusters Score -7272906 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 57804 members 
Entering Unmasked Estep 
Score: -7272916.000000 Penalty: 5450.542969
	Iteration 30Q: 3 clusters Score -7272916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -7272916.000000 Penalty: 5450.542969
	Iteration 31Q: 3 clusters Score -7272916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -7272934.000000 Penalty: 5450.542969
	Iteration 32Q: 3 clusters Score -7272934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 57913 members 
Entering Unmasked Estep 
Score: -7272935.500000 Penalty: 5450.542969
	Iteration 33Q: 3 clusters Score -7272936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -7272938.000000 Penalty: 5450.542969
	Iteration 34Q: 3 clusters Score -7272938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -7272959.000000 Penalty: 5450.542969
	Iteration 35Q: 3 clusters Score -7272959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -7272968.000000 Penalty: 5450.542969
	Iteration 36Q: 3 clusters Score -7272968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 57988 members 
Entering Unmasked Estep 
Score: -7272976.000000 Penalty: 5450.542969
	Iteration 37Q: 3 clusters Score -7272976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 57999 members 
Entering Unmasked Estep 
Score: -7272978.000000 Penalty: 5450.542969
	Iteration 38Q: 3 clusters Score -7272978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 58006 members 
Entering Unmasked Estep 
Score: -7272973.500000 Penalty: 5450.542969
	Iteration 39Q: 3 clusters Score -7272974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 58014 members 
Entering Unmasked Estep 
Score: -7272983.500000 Penalty: 5450.542969
	Iteration 40F: 3 clusters Score -7272984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 58018 members 
Entering Unmasked Estep 
Score: -7272978.500000 Penalty: 5450.542969
	Iteration 41Q: 3 clusters Score -7272978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -7272987.500000 Penalty: 5450.542969
	Iteration 42Q: 3 clusters Score -7272988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 58037 members 
Entering Unmasked Estep 
Score: -7272989.500000 Penalty: 5450.542969
	Iteration 43Q: 3 clusters Score -7272990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 58052 members 
Entering Unmasked Estep 
Score: -7272992.500000 Penalty: 5450.542969
	Iteration 44Q: 3 clusters Score -7272992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 58060 members 
Entering Unmasked Estep 
Score: -7272999.500000 Penalty: 5450.542969
	Iteration 45Q: 3 clusters Score -7273000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -7272999.500000 Penalty: 5450.542969
	Iteration 46Q: 3 clusters Score -7273000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 58074 members 
Entering Unmasked Estep 
Score: -7273000.000000 Penalty: 5450.542969
	Iteration 47Q: 3 clusters Score -7273000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 58079 members 
Entering Unmasked Estep 
Score: -7272992.500000 Penalty: 5450.542969
	Iteration 48Q: 3 clusters Score -7272992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 58084 members 
Entering Unmasked Estep 
Score: -7272987.000000 Penalty: 5450.542969
	Iteration 49Q: 3 clusters Score -7272987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -7272991.000000 Penalty: 5450.542969
	Iteration 50Q: 3 clusters Score -7272991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -7272993.000000 Penalty: 5450.542969
	Iteration 51Q: 3 clusters Score -7272993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -7272994.000000 Penalty: 5450.542969
	Iteration 52Q: 3 clusters Score -7272994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 58102 members 
Entering Unmasked Estep 
Score: -7272991.000000 Penalty: 5450.542969
	Iteration 53Q: 3 clusters Score -7272991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 58106 members 
Entering Unmasked Estep 
Score: -7273000.500000 Penalty: 5450.542969
	Iteration 54Q: 3 clusters Score -7273000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 58107 members 
Entering Unmasked Estep 
Score: -7272998.500000 Penalty: 5450.542969
	Iteration 55Q: 3 clusters Score -7272998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 58111 members 
Entering Unmasked Estep 
Score: -7273000.500000 Penalty: 5450.542969
	Iteration 56Q: 3 clusters Score -7273000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 58114 members 
Entering Unmasked Estep 
Score: -7273006.000000 Penalty: 5450.542969
	Iteration 57Q: 3 clusters Score -7273006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 58124 members 
Entering Unmasked Estep 
Score: -7273011.000000 Penalty: 5450.542969
	Iteration 58Q: 3 clusters Score -7273011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 58129 members 
Entering Unmasked Estep 
Score: -7273015.500000 Penalty: 5450.542969
	Iteration 59Q: 3 clusters Score -7273016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 58137 members 
Entering Unmasked Estep 
Score: -7273024.000000 Penalty: 5450.542969
	Iteration 60F: 3 clusters Score -7273024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -7273025.000000 Penalty: 5450.542969
	Iteration 61Q: 3 clusters Score -7273025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 58144 members 
Entering Unmasked Estep 
Score: -7273019.500000 Penalty: 5450.542969
	Iteration 62Q: 3 clusters Score -7273020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -7273021.000000 Penalty: 5450.542969
	Iteration 63Q: 3 clusters Score -7273021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -7273018.000000 Penalty: 5450.542969
	Iteration 64Q: 3 clusters Score -7273018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 58146 members 
Entering Unmasked Estep 
Score: -7273016.500000 Penalty: 5450.542969
	Iteration 65Q: 3 clusters Score -7273016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 58148 members 
Entering Unmasked Estep 
Score: -7273018.000000 Penalty: 5450.542969
	Iteration 66Q: 3 clusters Score -7273018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 58149 members 
Entering Unmasked Estep 
Score: -7273025.000000 Penalty: 5450.542969
	Iteration 67Q: 3 clusters Score -7273025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -7273022.500000 Penalty: 5450.542969
	Iteration 68Q: 3 clusters Score -7273022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 58153 members 
Entering Unmasked Estep 
Score: -7273022.000000 Penalty: 5450.542969
	Iteration 69Q: 3 clusters Score -7273022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
Score: -7273026.500000 Penalty: 5450.542969
	Iteration 70Q: 3 clusters Score -7273026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 58159 members 
Entering Unmasked Estep 
Score: -7273027.000000 Penalty: 5450.542969
	Iteration 71Q: 3 clusters Score -7273027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -7273030.500000 Penalty: 5450.542969
	Iteration 72Q: 3 clusters Score -7273030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 58168 members 
Entering Unmasked Estep 
Score: -7273030.500000 Penalty: 5450.542969
	Iteration 73Q: 3 clusters Score -7273030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -7273037.000000 Penalty: 5450.542969
	Iteration 74Q: 3 clusters Score -7273037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 58177 members 
Entering Unmasked Estep 
Score: -7273031.500000 Penalty: 5450.542969
	Iteration 75Q: 3 clusters Score -7273032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -7273032.500000 Penalty: 5450.542969
	Iteration 76Q: 3 clusters Score -7273032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 58184 members 
Entering Unmasked Estep 
Score: -7273049.000000 Penalty: 5450.542969
	Iteration 77Q: 3 clusters Score -7273049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 58191 members 
Entering Unmasked Estep 
Score: -7273053.500000 Penalty: 5450.542969
	Iteration 78Q: 3 clusters Score -7273054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 58194 members 
Entering Unmasked Estep 
Score: -7273047.500000 Penalty: 5450.542969
	Iteration 79Q: 3 clusters Score -7273048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 58194 members 
Entering Unmasked Estep 
Score: -7273047.500000 Penalty: 5450.542969
	Iteration 80F: 3 clusters Score -7273048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Entering Unmasked Estep 
Score: -5476820.000000 Penalty: 2661.361572
	Iteration 0F: 2 clusters Score -5476820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -5446011.500000 Penalty: 5322.723145
	Iteration 0F: 3 clusters Score -5446012 nChanged 21100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -5457551.500000 Penalty: 5322.723145
	Iteration 1F: 3 clusters Score -5457552 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -5458122.500000 Penalty: 5322.723145
	Iteration 2Q: 3 clusters Score -5458122 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -5458754.000000 Penalty: 5322.723145
	Iteration 3Q: 3 clusters Score -5458754 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -5459508.500000 Penalty: 5322.723145
	Iteration 4Q: 3 clusters Score -5459508 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -5460487.500000 Penalty: 5322.723145
	Iteration 5Q: 3 clusters Score -5460488 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -5461709.000000 Penalty: 5322.723145
	Iteration 6F: 3 clusters Score -5461709 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -5463418.500000 Penalty: 5322.723145
	Iteration 7F: 3 clusters Score -5463418 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -5465306.500000 Penalty: 5322.723145
	Iteration 8F: 3 clusters Score -5465306 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -5467203.000000 Penalty: 5322.723145
	Iteration 9F: 3 clusters Score -5467203 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -5468958.000000 Penalty: 5322.723145
	Iteration 10F: 3 clusters Score -5468958 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -5470391.000000 Penalty: 5322.723145
	Iteration 11Q: 3 clusters Score -5470391 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -5471503.500000 Penalty: 5322.723145
	Iteration 12Q: 3 clusters Score -5471504 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -5472436.500000 Penalty: 5322.723145
	Iteration 13Q: 3 clusters Score -5472436 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -5473121.500000 Penalty: 5322.723145
	Iteration 14Q: 3 clusters Score -5473122 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -5473703.000000 Penalty: 5322.723145
	Iteration 15Q: 3 clusters Score -5473703 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -5474196.000000 Penalty: 5322.723145
	Iteration 16Q: 3 clusters Score -5474196 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -5474659.500000 Penalty: 5322.723145
	Iteration 17Q: 3 clusters Score -5474660 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -5474968.000000 Penalty: 5322.723145
	Iteration 18Q: 3 clusters Score -5474968 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -5475235.500000 Penalty: 5322.723145
	Iteration 19Q: 3 clusters Score -5475236 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -5475418.000000 Penalty: 5322.723145
	Iteration 20F: 3 clusters Score -5475418 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -5475536.000000 Penalty: 5322.723145
	Iteration 21Q: 3 clusters Score -5475536 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -5475612.500000 Penalty: 5322.723145
	Iteration 22Q: 3 clusters Score -5475612 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -5475677.000000 Penalty: 5322.723145
	Iteration 23Q: 3 clusters Score -5475677 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -5475725.500000 Penalty: 5322.723145
	Iteration 24Q: 3 clusters Score -5475726 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -5475769.000000 Penalty: 5322.723145
	Iteration 25Q: 3 clusters Score -5475769 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -5475827.500000 Penalty: 5322.723145
	Iteration 26Q: 3 clusters Score -5475828 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -5475858.000000 Penalty: 5322.723145
	Iteration 27Q: 3 clusters Score -5475858 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -5475894.500000 Penalty: 5322.723145
	Iteration 28Q: 3 clusters Score -5475894 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -5475898.000000 Penalty: 5322.723145
	Iteration 29Q: 3 clusters Score -5475898 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -5475929.000000 Penalty: 5322.723145
	Iteration 30Q: 3 clusters Score -5475929 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -5475965.000000 Penalty: 5322.723145
	Iteration 31Q: 3 clusters Score -5475965 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -5475983.500000 Penalty: 5322.723145
	Iteration 32Q: 3 clusters Score -5475984 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -5476013.500000 Penalty: 5322.723145
	Iteration 33Q: 3 clusters Score -5476014 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -5476054.500000 Penalty: 5322.723145
	Iteration 34Q: 3 clusters Score -5476054 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -5476062.000000 Penalty: 5322.723145
	Iteration 35Q: 3 clusters Score -5476062 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -5476076.000000 Penalty: 5322.723145
	Iteration 36Q: 3 clusters Score -5476076 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -5476089.500000 Penalty: 5322.723145
	Iteration 37Q: 3 clusters Score -5476090 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -5476096.000000 Penalty: 5322.723145
	Iteration 38Q: 3 clusters Score -5476096 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -5476111.500000 Penalty: 5322.723145
	Iteration 39Q: 3 clusters Score -5476112 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -5476111.500000 Penalty: 5322.723145
	Iteration 40F: 3 clusters Score -5476112 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -5476129.000000 Penalty: 5322.723145
	Iteration 41Q: 3 clusters Score -5476129 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -5476131.000000 Penalty: 5322.723145
	Iteration 42Q: 3 clusters Score -5476131 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -5476135.500000 Penalty: 5322.723145
	Iteration 43Q: 3 clusters Score -5476136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -5476138.000000 Penalty: 5322.723145
	Iteration 44Q: 3 clusters Score -5476138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -5476153.500000 Penalty: 5322.723145
	Iteration 45Q: 3 clusters Score -5476154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -5476142.000000 Penalty: 5322.723145
	Iteration 46Q: 3 clusters Score -5476142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -5476153.500000 Penalty: 5322.723145
	Iteration 47Q: 3 clusters Score -5476154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -5476154.000000 Penalty: 5322.723145
	Iteration 48Q: 3 clusters Score -5476154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -5476160.500000 Penalty: 5322.723145
	Iteration 49Q: 3 clusters Score -5476160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -5476150.000000 Penalty: 5322.723145
	Iteration 50Q: 3 clusters Score -5476150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -5476158.000000 Penalty: 5322.723145
	Iteration 51Q: 3 clusters Score -5476158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -5476156.000000 Penalty: 5322.723145
	Iteration 52Q: 3 clusters Score -5476156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -5476161.500000 Penalty: 5322.723145
	Iteration 53Q: 3 clusters Score -5476162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -5476164.500000 Penalty: 5322.723145
	Iteration 54Q: 3 clusters Score -5476164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -5476162.500000 Penalty: 5322.723145
	Iteration 55Q: 3 clusters Score -5476162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -5476154.000000 Penalty: 5322.723145
	Iteration 56Q: 3 clusters Score -5476154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -5476156.000000 Penalty: 5322.723145
	Iteration 57Q: 3 clusters Score -5476156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -5476152.000000 Penalty: 5322.723145
	Iteration 58Q: 3 clusters Score -5476152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -5476152.500000 Penalty: 5322.723145
	Iteration 59Q: 3 clusters Score -5476152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -5476151.000000 Penalty: 5322.723145
	Iteration 60F: 3 clusters Score -5476151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -5476154.000000 Penalty: 5322.723145
	Iteration 61Q: 3 clusters Score -5476154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -5476154.500000 Penalty: 5322.723145
	Iteration 62Q: 3 clusters Score -5476154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -5476160.500000 Penalty: 5322.723145
	Iteration 63Q: 3 clusters Score -5476160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -5476161.000000 Penalty: 5322.723145
	Iteration 64Q: 3 clusters Score -5476161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -5476168.500000 Penalty: 5322.723145
	Iteration 65Q: 3 clusters Score -5476168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -5476157.500000 Penalty: 5322.723145
	Iteration 66Q: 3 clusters Score -5476158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -5476161.000000 Penalty: 5322.723145
	Iteration 67Q: 3 clusters Score -5476161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -5476159.000000 Penalty: 5322.723145
	Iteration 68Q: 3 clusters Score -5476159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -5476158.500000 Penalty: 5322.723145
	Iteration 69Q: 3 clusters Score -5476158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -5476151.000000 Penalty: 5322.723145
	Iteration 70Q: 3 clusters Score -5476151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -5476153.500000 Penalty: 5322.723145
	Iteration 71Q: 3 clusters Score -5476154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -5476146.000000 Penalty: 5322.723145
	Iteration 72Q: 3 clusters Score -5476146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -5476147.500000 Penalty: 5322.723145
	Iteration 73Q: 3 clusters Score -5476148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -5476147.500000 Penalty: 5322.723145
	Iteration 74F: 3 clusters Score -5476148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -196801.390625 Penalty: 1828.752441
	Iteration 0F: 2 clusters Score -196801.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -194455.484375 Penalty: 3657.504883
	Iteration 0F: 3 clusters Score -194455.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -194822.687500 Penalty: 3657.504883
	Iteration 1F: 3 clusters Score -194822.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -194896.171875 Penalty: 3657.504883
	Iteration 2F: 3 clusters Score -194896.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -194939.093750 Penalty: 3657.504883
	Iteration 3Q: 3 clusters Score -194939.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -194969.984375 Penalty: 3657.504883
	Iteration 4Q: 3 clusters Score -194970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -194986.125000 Penalty: 3657.504883
	Iteration 5Q: 3 clusters Score -194986.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -195000.546875 Penalty: 3657.504883
	Iteration 6Q: 3 clusters Score -195000.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -195014.093750 Penalty: 3657.504883
	Iteration 7Q: 3 clusters Score -195014.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -195023.062500 Penalty: 3657.504883
	Iteration 8Q: 3 clusters Score -195023.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -195029.625000 Penalty: 3657.504883
	Iteration 9Q: 3 clusters Score -195029.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -195032.250000 Penalty: 3657.504883
	Iteration 10Q: 3 clusters Score -195032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -195032.703125 Penalty: 3657.504883
	Iteration 11Q: 3 clusters Score -195032.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -195032.703125 Penalty: 3657.504883
	Iteration 12F: 3 clusters Score -195032.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Entering Unmasked Estep 
Score: -442530.343750 Penalty: 2047.767212
	Iteration 0F: 2 clusters Score -442530.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -438721.187500 Penalty: 4095.534424
	Iteration 0F: 3 clusters Score -438721.2 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -439619.468750 Penalty: 4095.534424
	Iteration 1F: 3 clusters Score -439619.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -439823.187500 Penalty: 4095.534424
	Iteration 2F: 3 clusters Score -439823.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -439942.125000 Penalty: 4095.534424
	Iteration 3Q: 3 clusters Score -439942.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -440039.500000 Penalty: 4095.534424
	Iteration 4Q: 3 clusters Score -440039.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -440126.593750 Penalty: 4095.534424
	Iteration 5Q: 3 clusters Score -440126.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -440195.593750 Penalty: 4095.534424
	Iteration 6Q: 3 clusters Score -440195.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -440274.218750 Penalty: 4095.534424
	Iteration 7Q: 3 clusters Score -440274.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -440391.125000 Penalty: 4095.534424
	Iteration 8Q: 3 clusters Score -440391.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -440535.250000 Penalty: 4095.534424
	Iteration 9Q: 3 clusters Score -440535.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -440674.281250 Penalty: 4095.534424
	Iteration 10Q: 3 clusters Score -440674.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -440789.687500 Penalty: 4095.534424
	Iteration 11Q: 3 clusters Score -440789.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -440893.281250 Penalty: 4095.534424
	Iteration 12Q: 3 clusters Score -440893.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -440960.625000 Penalty: 4095.534424
	Iteration 13Q: 3 clusters Score -440960.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -440995.125000 Penalty: 4095.534424
	Iteration 14Q: 3 clusters Score -440995.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -441025.500000 Penalty: 4095.534424
	Iteration 15Q: 3 clusters Score -441025.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -441057.125000 Penalty: 4095.534424
	Iteration 16Q: 3 clusters Score -441057.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -441082.750000 Penalty: 4095.534424
	Iteration 17Q: 3 clusters Score -441082.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -441109.250000 Penalty: 4095.534424
	Iteration 18Q: 3 clusters Score -441109.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -441134.375000 Penalty: 4095.534424
	Iteration 19Q: 3 clusters Score -441134.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -441157.781250 Penalty: 4095.534424
	Iteration 20F: 3 clusters Score -441157.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -441186.718750 Penalty: 4095.534424
	Iteration 21Q: 3 clusters Score -441186.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -441222.593750 Penalty: 4095.534424
	Iteration 22Q: 3 clusters Score -441222.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -441262.718750 Penalty: 4095.534424
	Iteration 23Q: 3 clusters Score -441262.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -441298.187500 Penalty: 4095.534424
	Iteration 24Q: 3 clusters Score -441298.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -441335.906250 Penalty: 4095.534424
	Iteration 25Q: 3 clusters Score -441335.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -441384.625000 Penalty: 4095.534424
	Iteration 26Q: 3 clusters Score -441384.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -441438.187500 Penalty: 4095.534424
	Iteration 27Q: 3 clusters Score -441438.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -441489.625000 Penalty: 4095.534424
	Iteration 28Q: 3 clusters Score -441489.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -441544.593750 Penalty: 4095.534424
	Iteration 29Q: 3 clusters Score -441544.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -441614.250000 Penalty: 4095.534424
	Iteration 30Q: 3 clusters Score -441614.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -441696.125000 Penalty: 4095.534424
	Iteration 31Q: 3 clusters Score -441696.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -441788.656250 Penalty: 4095.534424
	Iteration 32Q: 3 clusters Score -441788.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -441904.937500 Penalty: 4095.534424
	Iteration 33Q: 3 clusters Score -441904.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -442013.156250 Penalty: 4095.534424
	Iteration 34Q: 3 clusters Score -442013.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -442146.812500 Penalty: 4095.534424
	Iteration 35Q: 3 clusters Score -442146.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -442259.781250 Penalty: 4095.534424
	Iteration 36Q: 3 clusters Score -442259.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -442389.875000 Penalty: 4095.534424
	Iteration 37Q: 3 clusters Score -442389.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -442516.625000 Penalty: 4095.534424
	Iteration 38Q: 3 clusters Score -442516.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -442607.062500 Penalty: 4095.534424
	Iteration 39Q: 3 clusters Score -442607.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -442674.968750 Penalty: 4095.534424
	Iteration 40F: 3 clusters Score -442675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -442700.906250 Penalty: 4095.534424
	Iteration 41Q: 3 clusters Score -442700.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -442705.187500 Penalty: 4095.534424
	Iteration 42Q: 3 clusters Score -442705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -442707.093750 Penalty: 4095.534424
	Iteration 43Q: 3 clusters Score -442707.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -442707.093750 Penalty: 4095.534424
	Iteration 44F: 3 clusters Score -442707.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263247 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 3 contains 10671 members 
Mstep: Class 4 contains 227642 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 11121 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233063 members 
Mstep: Class 11 contains 2931 members 
Mstep: Class 12 contains 26883 members 
Mstep: Class 13 contains 183516 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19647 members 
Mstep: Class 18 contains 59219 members 
Mstep: Class 19 contains 45766 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 2773 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4641 members 
Mstep: Class 24 contains 3043 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 9396 members 
Mstep: Class 29 contains 31227 members 
Mstep: Class 30 contains 7359 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23689 members 
Mstep: Class 34 contains 1082 members 
Entering Unmasked Estep 
Score: -148027152.000000 Penalty: 118343.976562
Splitting cluster 21 changes total score from -148028624.000000 to -148027152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -210050.562500 Penalty: 1845.447510
	Iteration 0F: 2 clusters Score -210050.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -207634.515625 Penalty: 3690.895020
	Iteration 0F: 3 clusters Score -207634.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -208028.640625 Penalty: 3690.895020
	Iteration 1F: 3 clusters Score -208028.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -208128.515625 Penalty: 3690.895020
	Iteration 2F: 3 clusters Score -208128.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -208172.859375 Penalty: 3690.895020
	Iteration 3Q: 3 clusters Score -208172.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -208211.812500 Penalty: 3690.895020
	Iteration 4Q: 3 clusters Score -208211.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -208242.000000 Penalty: 3690.895020
	Iteration 5Q: 3 clusters Score -208242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -208260.062500 Penalty: 3690.895020
	Iteration 6Q: 3 clusters Score -208260.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -208273.968750 Penalty: 3690.895020
	Iteration 7Q: 3 clusters Score -208274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -208289.515625 Penalty: 3690.895020
	Iteration 8Q: 3 clusters Score -208289.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -208301.625000 Penalty: 3690.895020
	Iteration 9Q: 3 clusters Score -208301.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -208314.609375 Penalty: 3690.895020
	Iteration 10Q: 3 clusters Score -208314.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -208320.468750 Penalty: 3690.895020
	Iteration 11Q: 3 clusters Score -208320.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -208325.609375 Penalty: 3690.895020
	Iteration 12Q: 3 clusters Score -208325.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -208327.203125 Penalty: 3690.895020
	Iteration 13Q: 3 clusters Score -208327.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -208329.250000 Penalty: 3690.895020
	Iteration 14Q: 3 clusters Score -208329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -208330.171875 Penalty: 3690.895020
	Iteration 15Q: 3 clusters Score -208330.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -208331.796875 Penalty: 3690.895020
	Iteration 16Q: 3 clusters Score -208331.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -208332.640625 Penalty: 3690.895020
	Iteration 17Q: 3 clusters Score -208332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -208332.640625 Penalty: 3690.895020
	Iteration 18F: 3 clusters Score -208332.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Entering Unmasked Estep 
Score: -545346.875000 Penalty: 2093.785889
	Iteration 0F: 2 clusters Score -545346.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -541053.375000 Penalty: 4187.571777
	Iteration 0F: 3 clusters Score -541053.4 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -542009.000000 Penalty: 4187.571777
	Iteration 1F: 3 clusters Score -542009 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -542257.562500 Penalty: 4187.571777
	Iteration 2F: 3 clusters Score -542257.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -542442.937500 Penalty: 4187.571777
	Iteration 3F: 3 clusters Score -542442.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -542610.812500 Penalty: 4187.571777
	Iteration 4F: 3 clusters Score -542610.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -542766.562500 Penalty: 4187.571777
	Iteration 5Q: 3 clusters Score -542766.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -542924.500000 Penalty: 4187.571777
	Iteration 6Q: 3 clusters Score -542924.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -543115.562500 Penalty: 4187.571777
	Iteration 7F: 3 clusters Score -543115.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -543314.000000 Penalty: 4187.571777
	Iteration 8F: 3 clusters Score -543314 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -543499.250000 Penalty: 4187.571777
	Iteration 9Q: 3 clusters Score -543499.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -543649.437500 Penalty: 4187.571777
	Iteration 10Q: 3 clusters Score -543649.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -543736.562500 Penalty: 4187.571777
	Iteration 11Q: 3 clusters Score -543736.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -543788.750000 Penalty: 4187.571777
	Iteration 12Q: 3 clusters Score -543788.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -543828.750000 Penalty: 4187.571777
	Iteration 13Q: 3 clusters Score -543828.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -543854.062500 Penalty: 4187.571777
	Iteration 14Q: 3 clusters Score -543854.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -543874.250000 Penalty: 4187.571777
	Iteration 15Q: 3 clusters Score -543874.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -543886.437500 Penalty: 4187.571777
	Iteration 16Q: 3 clusters Score -543886.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -543893.125000 Penalty: 4187.571777
	Iteration 17Q: 3 clusters Score -543893.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -543897.062500 Penalty: 4187.571777
	Iteration 18Q: 3 clusters Score -543897.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -543900.375000 Penalty: 4187.571777
	Iteration 19Q: 3 clusters Score -543900.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -543904.312500 Penalty: 4187.571777
	Iteration 20F: 3 clusters Score -543904.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -543908.562500 Penalty: 4187.571777
	Iteration 21Q: 3 clusters Score -543908.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -543910.562500 Penalty: 4187.571777
	Iteration 22Q: 3 clusters Score -543910.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -543914.250000 Penalty: 4187.571777
	Iteration 23Q: 3 clusters Score -543914.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -543916.250000 Penalty: 4187.571777
	Iteration 24Q: 3 clusters Score -543916.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -543918.812500 Penalty: 4187.571777
	Iteration 25Q: 3 clusters Score -543918.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -543919.125000 Penalty: 4187.571777
	Iteration 26Q: 3 clusters Score -543919.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -543920.875000 Penalty: 4187.571777
	Iteration 27Q: 3 clusters Score -543920.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -543920.875000 Penalty: 4187.571777
	Iteration 28F: 3 clusters Score -543920.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Entering Unmasked Estep 
Score: -356109.031250 Penalty: 1989.108643
	Iteration 0F: 2 clusters Score -356109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -352866.875000 Penalty: 3978.217285
	Iteration 0F: 3 clusters Score -352866.9 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -353591.750000 Penalty: 3978.217285
	Iteration 1F: 3 clusters Score -353591.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -353760.593750 Penalty: 3978.217285
	Iteration 2F: 3 clusters Score -353760.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -353873.468750 Penalty: 3978.217285
	Iteration 3Q: 3 clusters Score -353873.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -353960.875000 Penalty: 3978.217285
	Iteration 4Q: 3 clusters Score -353960.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -354028.562500 Penalty: 3978.217285
	Iteration 5Q: 3 clusters Score -354028.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -354085.781250 Penalty: 3978.217285
	Iteration 6Q: 3 clusters Score -354085.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -354138.468750 Penalty: 3978.217285
	Iteration 7Q: 3 clusters Score -354138.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -354176.718750 Penalty: 3978.217285
	Iteration 8Q: 3 clusters Score -354176.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -354212.250000 Penalty: 3978.217285
	Iteration 9Q: 3 clusters Score -354212.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -354255.218750 Penalty: 3978.217285
	Iteration 10Q: 3 clusters Score -354255.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -354295.375000 Penalty: 3978.217285
	Iteration 11Q: 3 clusters Score -354295.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -354324.000000 Penalty: 3978.217285
	Iteration 12Q: 3 clusters Score -354324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -354344.187500 Penalty: 3978.217285
	Iteration 13Q: 3 clusters Score -354344.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -354358.187500 Penalty: 3978.217285
	Iteration 14Q: 3 clusters Score -354358.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -354372.156250 Penalty: 3978.217285
	Iteration 15Q: 3 clusters Score -354372.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -354382.812500 Penalty: 3978.217285
	Iteration 16Q: 3 clusters Score -354382.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -354387.718750 Penalty: 3978.217285
	Iteration 17Q: 3 clusters Score -354387.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -354393.437500 Penalty: 3978.217285
	Iteration 18Q: 3 clusters Score -354393.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -354400.593750 Penalty: 3978.217285
	Iteration 19Q: 3 clusters Score -354400.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -354405.937500 Penalty: 3978.217285
	Iteration 20F: 3 clusters Score -354405.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -354413.375000 Penalty: 3978.217285
	Iteration 21Q: 3 clusters Score -354413.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -354418.875000 Penalty: 3978.217285
	Iteration 22Q: 3 clusters Score -354418.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -354424.343750 Penalty: 3978.217285
	Iteration 23Q: 3 clusters Score -354424.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -354430.031250 Penalty: 3978.217285
	Iteration 24Q: 3 clusters Score -354430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -354433.187500 Penalty: 3978.217285
	Iteration 25Q: 3 clusters Score -354433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -354435.187500 Penalty: 3978.217285
	Iteration 26Q: 3 clusters Score -354435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -354436.656250 Penalty: 3978.217285
	Iteration 27Q: 3 clusters Score -354436.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -354437.375000 Penalty: 3978.217285
	Iteration 28Q: 3 clusters Score -354437.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -354437.562500 Penalty: 3978.217285
	Iteration 29Q: 3 clusters Score -354437.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -354437.562500 Penalty: 3978.217285
	Iteration 30F: 3 clusters Score -354437.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -90137.875000 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -90137.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -88635.437500 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -88635.44 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -89762.046875 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -89762.05 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -90176.468750 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -90176.47 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -90497.375000 Penalty: 3369.002930
	Iteration 3F: 3 clusters Score -90497.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -90661.335938 Penalty: 3369.002930
	Iteration 4Q: 3 clusters Score -90661.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -90720.929688 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -90720.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -90766.382812 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -90766.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -90796.929688 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -90796.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -90824.414062 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -90824.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -90868.453125 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -90868.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -90939.859375 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -90939.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -91022.562500 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -91022.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -91115.125000 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -91115.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -91171.484375 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -91171.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -91246.960938 Penalty: 3369.002930
	Iteration 14Q: 3 clusters Score -91246.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -91364.835938 Penalty: 3369.002930
	Iteration 15Q: 3 clusters Score -91364.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -91412.664062 Penalty: 3369.002930
	Iteration 16Q: 3 clusters Score -91412.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -91433.828125 Penalty: 3369.002930
	Iteration 17Q: 3 clusters Score -91433.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -91439.375000 Penalty: 3369.002930
	Iteration 18Q: 3 clusters Score -91439.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -91442.617188 Penalty: 3369.002930
	Iteration 19Q: 3 clusters Score -91442.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -91446.921875 Penalty: 3369.002930
	Iteration 20F: 3 clusters Score -91446.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -91451.679688 Penalty: 3369.002930
	Iteration 21Q: 3 clusters Score -91451.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -91461.351562 Penalty: 3369.002930
	Iteration 22Q: 3 clusters Score -91461.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -91479.796875 Penalty: 3369.002930
	Iteration 23Q: 3 clusters Score -91479.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -91488.179688 Penalty: 3369.002930
	Iteration 24Q: 3 clusters Score -91488.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -91495.031250 Penalty: 3369.002930
	Iteration 25Q: 3 clusters Score -91495.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -91508.742188 Penalty: 3369.002930
	Iteration 26Q: 3 clusters Score -91508.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -91520.390625 Penalty: 3369.002930
	Iteration 27Q: 3 clusters Score -91520.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -91530.234375 Penalty: 3369.002930
	Iteration 28Q: 3 clusters Score -91530.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -91539.000000 Penalty: 3369.002930
	Iteration 29Q: 3 clusters Score -91539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -91547.531250 Penalty: 3369.002930
	Iteration 30Q: 3 clusters Score -91547.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -91547.531250 Penalty: 3369.002930
	Iteration 31F: 3 clusters Score -91547.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263247 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 3 contains 10671 members 
Mstep: Class 4 contains 227642 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 11121 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233063 members 
Mstep: Class 11 contains 2931 members 
Mstep: Class 12 contains 26883 members 
Mstep: Class 13 contains 183516 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19647 members 
Mstep: Class 18 contains 59219 members 
Mstep: Class 19 contains 45766 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4641 members 
Mstep: Class 24 contains 3043 members 
Mstep: Class 25 contains 123 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 9396 members 
Mstep: Class 29 contains 31227 members 
Mstep: Class 30 contains 7359 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23689 members 
Mstep: Class 34 contains 768 members 
Entering Unmasked Estep 
Score: -148028144.000000 Penalty: 118343.976562
Splitting cluster 25 changes total score from -148028624.000000 to -148028144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -151964.671875 Penalty: 1773.568359
	Iteration 0F: 2 clusters Score -151964.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -149811.375000 Penalty: 3547.136719
	Iteration 0F: 3 clusters Score -149811.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -150176.468750 Penalty: 3547.136719
	Iteration 1F: 3 clusters Score -150176.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -150307.484375 Penalty: 3547.136719
	Iteration 2F: 3 clusters Score -150307.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -150433.671875 Penalty: 3547.136719
	Iteration 3Q: 3 clusters Score -150433.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -150617.859375 Penalty: 3547.136719
	Iteration 4Q: 3 clusters Score -150617.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -150789.531250 Penalty: 3547.136719
	Iteration 5F: 3 clusters Score -150789.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -150958.765625 Penalty: 3547.136719
	Iteration 6F: 3 clusters Score -150958.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -151113.781250 Penalty: 3547.136719
	Iteration 7F: 3 clusters Score -151113.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -151216.703125 Penalty: 3547.136719
	Iteration 8Q: 3 clusters Score -151216.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -151294.718750 Penalty: 3547.136719
	Iteration 9Q: 3 clusters Score -151294.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -151336.640625 Penalty: 3547.136719
	Iteration 10Q: 3 clusters Score -151336.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -151356.531250 Penalty: 3547.136719
	Iteration 11Q: 3 clusters Score -151356.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -151365.796875 Penalty: 3547.136719
	Iteration 12Q: 3 clusters Score -151365.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -151368.734375 Penalty: 3547.136719
	Iteration 13Q: 3 clusters Score -151368.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -151368.734375 Penalty: 3547.136719
	Iteration 14F: 3 clusters Score -151368.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Entering Unmasked Estep 
Score: -883466.937500 Penalty: 2204.206299
	Iteration 0F: 2 clusters Score -883466.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -877484.125000 Penalty: 4408.412598
	Iteration 0F: 3 clusters Score -877484.1 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -878984.625000 Penalty: 4408.412598
	Iteration 1F: 3 clusters Score -878984.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -879237.312500 Penalty: 4408.412598
	Iteration 2F: 3 clusters Score -879237.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -879435.250000 Penalty: 4408.412598
	Iteration 3F: 3 clusters Score -879435.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -879588.062500 Penalty: 4408.412598
	Iteration 4Q: 3 clusters Score -879588.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -879717.875000 Penalty: 4408.412598
	Iteration 5Q: 3 clusters Score -879717.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -879813.375000 Penalty: 4408.412598
	Iteration 6Q: 3 clusters Score -879813.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -879883.437500 Penalty: 4408.412598
	Iteration 7Q: 3 clusters Score -879883.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -879941.875000 Penalty: 4408.412598
	Iteration 8Q: 3 clusters Score -879941.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -879997.250000 Penalty: 4408.412598
	Iteration 9Q: 3 clusters Score -879997.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -880041.312500 Penalty: 4408.412598
	Iteration 10Q: 3 clusters Score -880041.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -880082.000000 Penalty: 4408.412598
	Iteration 11Q: 3 clusters Score -880082 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -880133.000000 Penalty: 4408.412598
	Iteration 12Q: 3 clusters Score -880133 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -880187.375000 Penalty: 4408.412598
	Iteration 13Q: 3 clusters Score -880187.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -880254.812500 Penalty: 4408.412598
	Iteration 14Q: 3 clusters Score -880254.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -880326.125000 Penalty: 4408.412598
	Iteration 15Q: 3 clusters Score -880326.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -880389.625000 Penalty: 4408.412598
	Iteration 16Q: 3 clusters Score -880389.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -880462.937500 Penalty: 4408.412598
	Iteration 17Q: 3 clusters Score -880462.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -880543.250000 Penalty: 4408.412598
	Iteration 18Q: 3 clusters Score -880543.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -880639.937500 Penalty: 4408.412598
	Iteration 19Q: 3 clusters Score -880639.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -880714.937500 Penalty: 4408.412598
	Iteration 20F: 3 clusters Score -880714.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -880789.750000 Penalty: 4408.412598
	Iteration 21Q: 3 clusters Score -880789.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -880860.125000 Penalty: 4408.412598
	Iteration 22Q: 3 clusters Score -880860.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -880928.625000 Penalty: 4408.412598
	Iteration 23Q: 3 clusters Score -880928.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -880992.687500 Penalty: 4408.412598
	Iteration 24Q: 3 clusters Score -880992.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -881066.500000 Penalty: 4408.412598
	Iteration 25Q: 3 clusters Score -881066.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -881134.750000 Penalty: 4408.412598
	Iteration 26Q: 3 clusters Score -881134.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -881198.812500 Penalty: 4408.412598
	Iteration 27Q: 3 clusters Score -881198.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -881254.375000 Penalty: 4408.412598
	Iteration 28Q: 3 clusters Score -881254.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -881305.750000 Penalty: 4408.412598
	Iteration 29Q: 3 clusters Score -881305.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -881342.125000 Penalty: 4408.412598
	Iteration 30Q: 3 clusters Score -881342.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -881370.312500 Penalty: 4408.412598
	Iteration 31Q: 3 clusters Score -881370.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -881391.812500 Penalty: 4408.412598
	Iteration 32Q: 3 clusters Score -881391.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -881411.562500 Penalty: 4408.412598
	Iteration 33Q: 3 clusters Score -881411.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -881428.312500 Penalty: 4408.412598
	Iteration 34Q: 3 clusters Score -881428.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -881444.250000 Penalty: 4408.412598
	Iteration 35Q: 3 clusters Score -881444.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -881454.750000 Penalty: 4408.412598
	Iteration 36Q: 3 clusters Score -881454.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -881463.937500 Penalty: 4408.412598
	Iteration 37Q: 3 clusters Score -881463.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -881475.500000 Penalty: 4408.412598
	Iteration 38Q: 3 clusters Score -881475.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -881483.125000 Penalty: 4408.412598
	Iteration 39Q: 3 clusters Score -881483.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -881492.875000 Penalty: 4408.412598
	Iteration 40F: 3 clusters Score -881492.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -881503.312500 Penalty: 4408.412598
	Iteration 41Q: 3 clusters Score -881503.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -881519.937500 Penalty: 4408.412598
	Iteration 42Q: 3 clusters Score -881519.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -881536.687500 Penalty: 4408.412598
	Iteration 43Q: 3 clusters Score -881536.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -881542.187500 Penalty: 4408.412598
	Iteration 44Q: 3 clusters Score -881542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -881548.562500 Penalty: 4408.412598
	Iteration 45Q: 3 clusters Score -881548.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -881556.875000 Penalty: 4408.412598
	Iteration 46Q: 3 clusters Score -881556.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -881560.500000 Penalty: 4408.412598
	Iteration 47Q: 3 clusters Score -881560.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -881566.750000 Penalty: 4408.412598
	Iteration 48Q: 3 clusters Score -881566.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -881571.750000 Penalty: 4408.412598
	Iteration 49Q: 3 clusters Score -881571.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -881575.875000 Penalty: 4408.412598
	Iteration 50Q: 3 clusters Score -881575.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -881579.750000 Penalty: 4408.412598
	Iteration 51Q: 3 clusters Score -881579.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -881585.062500 Penalty: 4408.412598
	Iteration 52Q: 3 clusters Score -881585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -881591.500000 Penalty: 4408.412598
	Iteration 53Q: 3 clusters Score -881591.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -881595.875000 Penalty: 4408.412598
	Iteration 54Q: 3 clusters Score -881595.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -881598.062500 Penalty: 4408.412598
	Iteration 55Q: 3 clusters Score -881598.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -881597.187500 Penalty: 4408.412598
	Iteration 56Q: 3 clusters Score -881597.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -881597.187500 Penalty: 4408.412598
	Iteration 57F: 3 clusters Score -881597.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Entering Unmasked Estep 
Score: -1119774.750000 Penalty: 2268.713623
	Iteration 0F: 2 clusters Score -1119775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1112513.250000 Penalty: 4537.427246
	Iteration 0F: 3 clusters Score -1112513 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1114772.875000 Penalty: 4537.427246
	Iteration 1F: 3 clusters Score -1114773 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1115337.750000 Penalty: 4537.427246
	Iteration 2F: 3 clusters Score -1115338 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1115846.625000 Penalty: 4537.427246
	Iteration 3F: 3 clusters Score -1115847 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1116333.000000 Penalty: 4537.427246
	Iteration 4F: 3 clusters Score -1116333 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1116747.500000 Penalty: 4537.427246
	Iteration 5F: 3 clusters Score -1116748 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1117032.500000 Penalty: 4537.427246
	Iteration 6Q: 3 clusters Score -1117032 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1117223.500000 Penalty: 4537.427246
	Iteration 7Q: 3 clusters Score -1117224 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1117344.875000 Penalty: 4537.427246
	Iteration 8Q: 3 clusters Score -1117345 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1117426.250000 Penalty: 4537.427246
	Iteration 9Q: 3 clusters Score -1117426 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1117486.875000 Penalty: 4537.427246
	Iteration 10Q: 3 clusters Score -1117487 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1117528.625000 Penalty: 4537.427246
	Iteration 11Q: 3 clusters Score -1117529 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1117561.375000 Penalty: 4537.427246
	Iteration 12Q: 3 clusters Score -1117561 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1117584.875000 Penalty: 4537.427246
	Iteration 13Q: 3 clusters Score -1117585 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1117600.125000 Penalty: 4537.427246
	Iteration 14Q: 3 clusters Score -1117600 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1117622.125000 Penalty: 4537.427246
	Iteration 15Q: 3 clusters Score -1117622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1117639.750000 Penalty: 4537.427246
	Iteration 16Q: 3 clusters Score -1117640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1117649.625000 Penalty: 4537.427246
	Iteration 17Q: 3 clusters Score -1117650 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1117662.375000 Penalty: 4537.427246
	Iteration 18Q: 3 clusters Score -1117662 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1117665.875000 Penalty: 4537.427246
	Iteration 19Q: 3 clusters Score -1117666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1117677.250000 Penalty: 4537.427246
	Iteration 20F: 3 clusters Score -1117677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1117685.625000 Penalty: 4537.427246
	Iteration 21Q: 3 clusters Score -1117686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1117692.375000 Penalty: 4537.427246
	Iteration 22Q: 3 clusters Score -1117692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1117696.375000 Penalty: 4537.427246
	Iteration 23Q: 3 clusters Score -1117696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1117701.625000 Penalty: 4537.427246
	Iteration 24Q: 3 clusters Score -1117702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1117705.625000 Penalty: 4537.427246
	Iteration 25Q: 3 clusters Score -1117706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1117709.625000 Penalty: 4537.427246
	Iteration 26Q: 3 clusters Score -1117710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1117709.625000 Penalty: 4537.427246
	Iteration 27Q: 3 clusters Score -1117710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1117708.750000 Penalty: 4537.427246
	Iteration 28Q: 3 clusters Score -1117709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1117714.750000 Penalty: 4537.427246
	Iteration 29Q: 3 clusters Score -1117715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1117719.125000 Penalty: 4537.427246
	Iteration 30Q: 3 clusters Score -1117719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1117722.375000 Penalty: 4537.427246
	Iteration 31Q: 3 clusters Score -1117722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1117721.000000 Penalty: 4537.427246
	Iteration 32Q: 3 clusters Score -1117721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1117722.250000 Penalty: 4537.427246
	Iteration 33Q: 3 clusters Score -1117722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1117725.375000 Penalty: 4537.427246
	Iteration 34Q: 3 clusters Score -1117725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1117727.625000 Penalty: 4537.427246
	Iteration 35Q: 3 clusters Score -1117728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1117727.750000 Penalty: 4537.427246
	Iteration 36Q: 3 clusters Score -1117728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1117730.625000 Penalty: 4537.427246
	Iteration 37Q: 3 clusters Score -1117731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1117732.875000 Penalty: 4537.427246
	Iteration 38Q: 3 clusters Score -1117733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1117735.375000 Penalty: 4537.427246
	Iteration 39Q: 3 clusters Score -1117735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1117737.625000 Penalty: 4537.427246
	Iteration 40F: 3 clusters Score -1117738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1117739.750000 Penalty: 4537.427246
	Iteration 41Q: 3 clusters Score -1117740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1117738.875000 Penalty: 4537.427246
	Iteration 42Q: 3 clusters Score -1117739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1117740.625000 Penalty: 4537.427246
	Iteration 43Q: 3 clusters Score -1117741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1117740.125000 Penalty: 4537.427246
	Iteration 44Q: 3 clusters Score -1117740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1117741.000000 Penalty: 4537.427246
	Iteration 45Q: 3 clusters Score -1117741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1117743.125000 Penalty: 4537.427246
	Iteration 46Q: 3 clusters Score -1117743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1117743.125000 Penalty: 4537.427246
	Iteration 47F: 3 clusters Score -1117743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (31227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Entering Unmasked Estep 
Score: -3743307.750000 Penalty: 2566.561523
	Iteration 0F: 2 clusters Score -3743308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -3721984.250000 Penalty: 5133.123047
	Iteration 0F: 3 clusters Score -3721984 nChanged 14063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -3729795.500000 Penalty: 5133.123047
	Iteration 1F: 3 clusters Score -3729796 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -3730389.250000 Penalty: 5133.123047
	Iteration 2Q: 3 clusters Score -3730389 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -3730938.500000 Penalty: 5133.123047
	Iteration 3Q: 3 clusters Score -3730938 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -3731596.000000 Penalty: 5133.123047
	Iteration 4Q: 3 clusters Score -3731596 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -3732450.750000 Penalty: 5133.123047
	Iteration 5F: 3 clusters Score -3732451 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -3733484.500000 Penalty: 5133.123047
	Iteration 6F: 3 clusters Score -3733484 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -3734647.500000 Penalty: 5133.123047
	Iteration 7F: 3 clusters Score -3734648 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -3735841.500000 Penalty: 5133.123047
	Iteration 8F: 3 clusters Score -3735842 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3736948.000000 Penalty: 5133.123047
	Iteration 9F: 3 clusters Score -3736948 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -3737946.000000 Penalty: 5133.123047
	Iteration 10Q: 3 clusters Score -3737946 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -3738700.500000 Penalty: 5133.123047
	Iteration 11Q: 3 clusters Score -3738700 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3739225.250000 Penalty: 5133.123047
	Iteration 12Q: 3 clusters Score -3739225 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -3739591.500000 Penalty: 5133.123047
	Iteration 13Q: 3 clusters Score -3739592 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -3739870.500000 Penalty: 5133.123047
	Iteration 14Q: 3 clusters Score -3739870 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3740155.000000 Penalty: 5133.123047
	Iteration 15Q: 3 clusters Score -3740155 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3740407.500000 Penalty: 5133.123047
	Iteration 16Q: 3 clusters Score -3740408 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -3740656.000000 Penalty: 5133.123047
	Iteration 17Q: 3 clusters Score -3740656 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -3740929.000000 Penalty: 5133.123047
	Iteration 18Q: 3 clusters Score -3740929 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3741230.000000 Penalty: 5133.123047
	Iteration 19Q: 3 clusters Score -3741230 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -3741529.750000 Penalty: 5133.123047
	Iteration 20F: 3 clusters Score -3741530 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -3741739.500000 Penalty: 5133.123047
	Iteration 21Q: 3 clusters Score -3741740 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -3741910.000000 Penalty: 5133.123047
	Iteration 22Q: 3 clusters Score -3741910 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -3741981.000000 Penalty: 5133.123047
	Iteration 23Q: 3 clusters Score -3741981 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3742054.250000 Penalty: 5133.123047
	Iteration 24Q: 3 clusters Score -3742054 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -3742097.500000 Penalty: 5133.123047
	Iteration 25Q: 3 clusters Score -3742098 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -3742113.750000 Penalty: 5133.123047
	Iteration 26Q: 3 clusters Score -3742114 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -3742145.750000 Penalty: 5133.123047
	Iteration 27Q: 3 clusters Score -3742146 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3742151.000000 Penalty: 5133.123047
	Iteration 28Q: 3 clusters Score -3742151 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -3742163.750000 Penalty: 5133.123047
	Iteration 29Q: 3 clusters Score -3742164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -3742178.750000 Penalty: 5133.123047
	Iteration 30Q: 3 clusters Score -3742179 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3742190.500000 Penalty: 5133.123047
	Iteration 31Q: 3 clusters Score -3742190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3742194.750000 Penalty: 5133.123047
	Iteration 32Q: 3 clusters Score -3742195 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3742204.750000 Penalty: 5133.123047
	Iteration 33Q: 3 clusters Score -3742205 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -3742206.000000 Penalty: 5133.123047
	Iteration 34Q: 3 clusters Score -3742206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -3742208.000000 Penalty: 5133.123047
	Iteration 35Q: 3 clusters Score -3742208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -3742212.000000 Penalty: 5133.123047
	Iteration 36Q: 3 clusters Score -3742212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -3742206.500000 Penalty: 5133.123047
	Iteration 37Q: 3 clusters Score -3742206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -3742215.250000 Penalty: 5133.123047
	Iteration 38Q: 3 clusters Score -3742215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -3742213.000000 Penalty: 5133.123047
	Iteration 39Q: 3 clusters Score -3742213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -3742217.750000 Penalty: 5133.123047
	Iteration 40F: 3 clusters Score -3742218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3742211.000000 Penalty: 5133.123047
	Iteration 41Q: 3 clusters Score -3742211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -3742212.750000 Penalty: 5133.123047
	Iteration 42Q: 3 clusters Score -3742213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -3742215.500000 Penalty: 5133.123047
	Iteration 43Q: 3 clusters Score -3742216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -3742222.000000 Penalty: 5133.123047
	Iteration 44Q: 3 clusters Score -3742222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -3742227.000000 Penalty: 5133.123047
	Iteration 45Q: 3 clusters Score -3742227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -3742229.750000 Penalty: 5133.123047
	Iteration 46Q: 3 clusters Score -3742230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -3742224.250000 Penalty: 5133.123047
	Iteration 47Q: 3 clusters Score -3742224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -3742224.250000 Penalty: 5133.123047
	Iteration 48Q: 3 clusters Score -3742224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -3742224.500000 Penalty: 5133.123047
	Iteration 49Q: 3 clusters Score -3742224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -3742224.500000 Penalty: 5133.123047
	Iteration 50F: 3 clusters Score -3742224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Entering Unmasked Estep 
Score: -793172.812500 Penalty: 2208.112305
	Iteration 0F: 2 clusters Score -793172.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -787163.250000 Penalty: 4416.224609
	Iteration 0F: 3 clusters Score -787163.2 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -788979.250000 Penalty: 4416.224609
	Iteration 1F: 3 clusters Score -788979.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -789517.250000 Penalty: 4416.224609
	Iteration 2F: 3 clusters Score -789517.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -789969.437500 Penalty: 4416.224609
	Iteration 3F: 3 clusters Score -789969.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -790309.437500 Penalty: 4416.224609
	Iteration 4F: 3 clusters Score -790309.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -790554.187500 Penalty: 4416.224609
	Iteration 5F: 3 clusters Score -790554.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -790751.375000 Penalty: 4416.224609
	Iteration 6Q: 3 clusters Score -790751.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -790931.187500 Penalty: 4416.224609
	Iteration 7Q: 3 clusters Score -790931.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -791089.687500 Penalty: 4416.224609
	Iteration 8Q: 3 clusters Score -791089.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -791220.687500 Penalty: 4416.224609
	Iteration 9Q: 3 clusters Score -791220.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -791325.437500 Penalty: 4416.224609
	Iteration 10Q: 3 clusters Score -791325.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -791403.500000 Penalty: 4416.224609
	Iteration 11Q: 3 clusters Score -791403.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -791475.625000 Penalty: 4416.224609
	Iteration 12Q: 3 clusters Score -791475.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -791558.937500 Penalty: 4416.224609
	Iteration 13Q: 3 clusters Score -791558.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -791626.437500 Penalty: 4416.224609
	Iteration 14Q: 3 clusters Score -791626.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -791702.562500 Penalty: 4416.224609
	Iteration 15Q: 3 clusters Score -791702.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -791767.250000 Penalty: 4416.224609
	Iteration 16Q: 3 clusters Score -791767.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -791811.187500 Penalty: 4416.224609
	Iteration 17Q: 3 clusters Score -791811.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -791851.937500 Penalty: 4416.224609
	Iteration 18Q: 3 clusters Score -791851.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -791883.500000 Penalty: 4416.224609
	Iteration 19Q: 3 clusters Score -791883.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -791915.500000 Penalty: 4416.224609
	Iteration 20F: 3 clusters Score -791915.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -791945.625000 Penalty: 4416.224609
	Iteration 21Q: 3 clusters Score -791945.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -791963.500000 Penalty: 4416.224609
	Iteration 22Q: 3 clusters Score -791963.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -791970.750000 Penalty: 4416.224609
	Iteration 23Q: 3 clusters Score -791970.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -791982.250000 Penalty: 4416.224609
	Iteration 24Q: 3 clusters Score -791982.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -791992.187500 Penalty: 4416.224609
	Iteration 25Q: 3 clusters Score -791992.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -792004.625000 Penalty: 4416.224609
	Iteration 26Q: 3 clusters Score -792004.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -792015.625000 Penalty: 4416.224609
	Iteration 27Q: 3 clusters Score -792015.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -792029.562500 Penalty: 4416.224609
	Iteration 28Q: 3 clusters Score -792029.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -792043.250000 Penalty: 4416.224609
	Iteration 29Q: 3 clusters Score -792043.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -792061.875000 Penalty: 4416.224609
	Iteration 30Q: 3 clusters Score -792061.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -792091.687500 Penalty: 4416.224609
	Iteration 31Q: 3 clusters Score -792091.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -792114.687500 Penalty: 4416.224609
	Iteration 32Q: 3 clusters Score -792114.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -792135.812500 Penalty: 4416.224609
	Iteration 33Q: 3 clusters Score -792135.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -792157.687500 Penalty: 4416.224609
	Iteration 34Q: 3 clusters Score -792157.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -792197.875000 Penalty: 4416.224609
	Iteration 35Q: 3 clusters Score -792197.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -792235.375000 Penalty: 4416.224609
	Iteration 36Q: 3 clusters Score -792235.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -792272.625000 Penalty: 4416.224609
	Iteration 37Q: 3 clusters Score -792272.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -792301.187500 Penalty: 4416.224609
	Iteration 38Q: 3 clusters Score -792301.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -792324.187500 Penalty: 4416.224609
	Iteration 39Q: 3 clusters Score -792324.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -792343.375000 Penalty: 4416.224609
	Iteration 40F: 3 clusters Score -792343.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -792358.312500 Penalty: 4416.224609
	Iteration 41Q: 3 clusters Score -792358.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -792370.250000 Penalty: 4416.224609
	Iteration 42Q: 3 clusters Score -792370.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -792382.250000 Penalty: 4416.224609
	Iteration 43Q: 3 clusters Score -792382.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -792389.812500 Penalty: 4416.224609
	Iteration 44Q: 3 clusters Score -792389.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -792395.062500 Penalty: 4416.224609
	Iteration 45Q: 3 clusters Score -792395.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -792397.500000 Penalty: 4416.224609
	Iteration 46Q: 3 clusters Score -792397.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -792403.750000 Penalty: 4416.224609
	Iteration 47Q: 3 clusters Score -792403.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -792406.687500 Penalty: 4416.224609
	Iteration 48Q: 3 clusters Score -792406.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -792409.312500 Penalty: 4416.224609
	Iteration 49Q: 3 clusters Score -792409.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -792413.125000 Penalty: 4416.224609
	Iteration 50Q: 3 clusters Score -792413.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -792417.875000 Penalty: 4416.224609
	Iteration 51Q: 3 clusters Score -792417.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -792419.312500 Penalty: 4416.224609
	Iteration 52Q: 3 clusters Score -792419.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -792420.687500 Penalty: 4416.224609
	Iteration 53Q: 3 clusters Score -792420.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -792421.812500 Penalty: 4416.224609
	Iteration 54Q: 3 clusters Score -792421.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -792421.812500 Penalty: 4416.224609
	Iteration 55F: 3 clusters Score -792421.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -91576.085938 Penalty: 1681.983643
	Iteration 0F: 2 clusters Score -91576.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -89767.742188 Penalty: 3363.967285
	Iteration 0F: 3 clusters Score -89767.74 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90167.679688 Penalty: 3363.967285
	Iteration 1F: 3 clusters Score -90167.68 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -90466.421875 Penalty: 3363.967285
	Iteration 2F: 3 clusters Score -90466.42 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -90801.851562 Penalty: 3363.967285
	Iteration 3F: 3 clusters Score -90801.85 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -91049.234375 Penalty: 3363.967285
	Iteration 4F: 3 clusters Score -91049.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -91261.148438 Penalty: 3363.967285
	Iteration 5Q: 3 clusters Score -91261.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -91445.437500 Penalty: 3363.967285
	Iteration 6Q: 3 clusters Score -91445.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -91535.765625 Penalty: 3363.967285
	Iteration 7Q: 3 clusters Score -91535.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91591.796875 Penalty: 3363.967285
	Iteration 8Q: 3 clusters Score -91591.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91662.570312 Penalty: 3363.967285
	Iteration 9Q: 3 clusters Score -91662.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -91748.476562 Penalty: 3363.967285
	Iteration 10Q: 3 clusters Score -91748.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -91819.773438 Penalty: 3363.967285
	Iteration 11Q: 3 clusters Score -91819.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -91891.429688 Penalty: 3363.967285
	Iteration 12Q: 3 clusters Score -91891.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -92072.265625 Penalty: 3363.967285
	Iteration 13Q: 3 clusters Score -92072.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -92717.765625 Penalty: 3363.967285
	Iteration 14Q: 3 clusters Score -92717.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -92859.554688 Penalty: 3363.967285
	Iteration 15Q: 3 clusters Score -92859.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -93036.070312 Penalty: 3363.967285
	Iteration 16Q: 3 clusters Score -93036.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -93262.945312 Penalty: 3363.967285
	Iteration 17Q: 3 clusters Score -93262.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -93401.093750 Penalty: 3363.967285
	Iteration 18Q: 3 clusters Score -93401.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -93559.226562 Penalty: 3363.967285
	Iteration 19Q: 3 clusters Score -93559.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -93559.226562 Penalty: 3363.967285
	Iteration 20F: 3 clusters Score -93559.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263247 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 3 contains 10671 members 
Mstep: Class 4 contains 227642 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 11121 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233063 members 
Mstep: Class 11 contains 2931 members 
Mstep: Class 12 contains 26883 members 
Mstep: Class 13 contains 183516 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19647 members 
Mstep: Class 18 contains 59219 members 
Mstep: Class 19 contains 45766 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4641 members 
Mstep: Class 24 contains 3043 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 9396 members 
Mstep: Class 29 contains 31227 members 
Mstep: Class 30 contains 7359 members 
Mstep: Class 31 contains 483 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23689 members 
Mstep: Class 34 contains 399 members 
Entering Unmasked Estep 
Score: -148028624.000000 Penalty: 118343.976562
Splitting cluster 31 changes total score from -148028624.000000 to -148028624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -37377.996094 Penalty: 1511.764526
	Iteration 0F: 2 clusters Score -37378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36113.316406 Penalty: 3023.529053
	Iteration 0F: 3 clusters Score -36113.32 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36712.742188 Penalty: 3023.529053
	Iteration 1F: 3 clusters Score -36712.74 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37279.335938 Penalty: 3023.529053
	Iteration 2F: 3 clusters Score -37279.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37571.097656 Penalty: 3023.529053
	Iteration 3F: 3 clusters Score -37571.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37770.144531 Penalty: 3023.529053
	Iteration 4Q: 3 clusters Score -37770.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37887.113281 Penalty: 3023.529053
	Iteration 5Q: 3 clusters Score -37887.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -38164.398438 Penalty: 3023.529053
	Iteration 6Q: 3 clusters Score -38164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -38246.289062 Penalty: 3023.529053
	Iteration 7Q: 3 clusters Score -38246.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38249.238281 Penalty: 3023.529053
	Iteration 8Q: 3 clusters Score -38249.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38249.238281 Penalty: 3023.529053
	Iteration 9F: 3 clusters Score -38249.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263247 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 3 contains 10671 members 
Mstep: Class 4 contains 227642 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 11121 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233063 members 
Mstep: Class 11 contains 2931 members 
Mstep: Class 12 contains 26883 members 
Mstep: Class 13 contains 183516 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19647 members 
Mstep: Class 18 contains 59219 members 
Mstep: Class 19 contains 45766 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4641 members 
Mstep: Class 24 contains 3043 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 9396 members 
Mstep: Class 29 contains 31227 members 
Mstep: Class 30 contains 7359 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 261 members 
Mstep: Class 33 contains 23689 members 
Mstep: Class 34 contains 183 members 
Entering Unmasked Estep 
Score: -148027424.000000 Penalty: 118343.976562
Splitting cluster 32 changes total score from -148028624.000000 to -148027424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (23689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Entering Unmasked Estep 
Score: -2807210.500000 Penalty: 2498.046143
	Iteration 0F: 2 clusters Score -2807210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2790902.750000 Penalty: 4996.092285
	Iteration 0F: 3 clusters Score -2790903 nChanged 10379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2796488.750000 Penalty: 4996.092285
	Iteration 1F: 3 clusters Score -2796489 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2796939.000000 Penalty: 4996.092285
	Iteration 2F: 3 clusters Score -2796939 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2797368.250000 Penalty: 4996.092285
	Iteration 3Q: 3 clusters Score -2797368 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2797861.500000 Penalty: 4996.092285
	Iteration 4Q: 3 clusters Score -2797862 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2798411.250000 Penalty: 4996.092285
	Iteration 5Q: 3 clusters Score -2798411 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2799114.000000 Penalty: 4996.092285
	Iteration 6F: 3 clusters Score -2799114 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2800027.250000 Penalty: 4996.092285
	Iteration 7F: 3 clusters Score -2800027 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2800998.750000 Penalty: 4996.092285
	Iteration 8F: 3 clusters Score -2800999 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2802128.000000 Penalty: 4996.092285
	Iteration 9F: 3 clusters Score -2802128 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2803385.250000 Penalty: 4996.092285
	Iteration 10F: 3 clusters Score -2803385 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2804518.250000 Penalty: 4996.092285
	Iteration 11F: 3 clusters Score -2804518 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2805166.500000 Penalty: 4996.092285
	Iteration 12Q: 3 clusters Score -2805166 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2805502.750000 Penalty: 4996.092285
	Iteration 13Q: 3 clusters Score -2805503 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2805679.000000 Penalty: 4996.092285
	Iteration 14Q: 3 clusters Score -2805679 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2805826.750000 Penalty: 4996.092285
	Iteration 15Q: 3 clusters Score -2805827 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2805919.750000 Penalty: 4996.092285
	Iteration 16Q: 3 clusters Score -2805920 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -2805983.500000 Penalty: 4996.092285
	Iteration 17Q: 3 clusters Score -2805984 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2806058.000000 Penalty: 4996.092285
	Iteration 18Q: 3 clusters Score -2806058 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2806112.000000 Penalty: 4996.092285
	Iteration 19Q: 3 clusters Score -2806112 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2806154.500000 Penalty: 4996.092285
	Iteration 20F: 3 clusters Score -2806154 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2806196.250000 Penalty: 4996.092285
	Iteration 21Q: 3 clusters Score -2806196 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2806221.750000 Penalty: 4996.092285
	Iteration 22Q: 3 clusters Score -2806222 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2806255.750000 Penalty: 4996.092285
	Iteration 23Q: 3 clusters Score -2806256 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2806267.750000 Penalty: 4996.092285
	Iteration 24Q: 3 clusters Score -2806268 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2806282.250000 Penalty: 4996.092285
	Iteration 25Q: 3 clusters Score -2806282 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2806301.000000 Penalty: 4996.092285
	Iteration 26Q: 3 clusters Score -2806301 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2806312.000000 Penalty: 4996.092285
	Iteration 27Q: 3 clusters Score -2806312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2806321.250000 Penalty: 4996.092285
	Iteration 28Q: 3 clusters Score -2806321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2806317.000000 Penalty: 4996.092285
	Iteration 29Q: 3 clusters Score -2806317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2806321.750000 Penalty: 4996.092285
	Iteration 30Q: 3 clusters Score -2806322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2806331.500000 Penalty: 4996.092285
	Iteration 31Q: 3 clusters Score -2806332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2806329.750000 Penalty: 4996.092285
	Iteration 32Q: 3 clusters Score -2806330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2806332.000000 Penalty: 4996.092285
	Iteration 33Q: 3 clusters Score -2806332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2806343.750000 Penalty: 4996.092285
	Iteration 34Q: 3 clusters Score -2806344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2806344.000000 Penalty: 4996.092285
	Iteration 35Q: 3 clusters Score -2806344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2806350.250000 Penalty: 4996.092285
	Iteration 36Q: 3 clusters Score -2806350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2806349.500000 Penalty: 4996.092285
	Iteration 37Q: 3 clusters Score -2806350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2806352.250000 Penalty: 4996.092285
	Iteration 38Q: 3 clusters Score -2806352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2806354.000000 Penalty: 4996.092285
	Iteration 39Q: 3 clusters Score -2806354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2806357.500000 Penalty: 4996.092285
	Iteration 40F: 3 clusters Score -2806358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2806355.750000 Penalty: 4996.092285
	Iteration 41Q: 3 clusters Score -2806356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2806355.000000 Penalty: 4996.092285
	Iteration 42Q: 3 clusters Score -2806355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2806361.000000 Penalty: 4996.092285
	Iteration 43Q: 3 clusters Score -2806361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2806360.750000 Penalty: 4996.092285
	Iteration 44Q: 3 clusters Score -2806361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2806359.250000 Penalty: 4996.092285
	Iteration 45Q: 3 clusters Score -2806359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2806359.000000 Penalty: 4996.092285
	Iteration 46Q: 3 clusters Score -2806359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2806359.750000 Penalty: 4996.092285
	Iteration 47Q: 3 clusters Score -2806360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2806356.750000 Penalty: 4996.092285
	Iteration 48Q: 3 clusters Score -2806357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2806356.000000 Penalty: 4996.092285
	Iteration 49Q: 3 clusters Score -2806356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2806356.000000 Penalty: 4996.092285
	Iteration 50F: 3 clusters Score -2806356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263247 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 3 contains 10671 members 
Mstep: Class 4 contains 227642 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 11121 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233063 members 
Mstep: Class 11 contains 2931 members 
Mstep: Class 12 contains 26883 members 
Mstep: Class 13 contains 183516 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19647 members 
Mstep: Class 18 contains 59219 members 
Mstep: Class 19 contains 45766 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4641 members 
Mstep: Class 24 contains 3043 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7244 members 
Mstep: Class 28 contains 9396 members 
Mstep: Class 29 contains 31227 members 
Mstep: Class 30 contains 7359 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028544.000000 Penalty: 114863.273438
Iteration 119Q: 34 clusters Score -1.480285e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263246 members 
Mstep: Class 2 contains 2472 members 
Mstep: Class 3 contains 10680 members 
Mstep: Class 4 contains 227650 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3044 members 
Mstep: Class 7 contains 11114 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233083 members 
Mstep: Class 11 contains 2930 members 
Mstep: Class 12 contains 26856 members 
Mstep: Class 13 contains 183509 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53408 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19688 members 
Mstep: Class 18 contains 59215 members 
Mstep: Class 19 contains 45683 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3854 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4644 members 
Mstep: Class 24 contains 3044 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7243 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31274 members 
Mstep: Class 30 contains 7359 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028704.000000 Penalty: 114863.273438
Iteration 120F: 34 clusters Score -1.480287e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263239 members 
Mstep: Class 2 contains 2470 members 
Mstep: Class 3 contains 10688 members 
Mstep: Class 4 contains 227667 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3043 members 
Mstep: Class 7 contains 11109 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233080 members 
Mstep: Class 11 contains 2928 members 
Mstep: Class 12 contains 26815 members 
Mstep: Class 13 contains 183514 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53407 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19723 members 
Mstep: Class 18 contains 59215 members 
Mstep: Class 19 contains 45622 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3853 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4646 members 
Mstep: Class 24 contains 3044 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7245 members 
Mstep: Class 28 contains 9396 members 
Mstep: Class 29 contains 31317 members 
Mstep: Class 30 contains 7361 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028528.000000 Penalty: 114863.273438
Iteration 121Q: 34 clusters Score -1.480285e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263235 members 
Mstep: Class 2 contains 2470 members 
Mstep: Class 3 contains 10691 members 
Mstep: Class 4 contains 227684 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3043 members 
Mstep: Class 7 contains 11105 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233075 members 
Mstep: Class 11 contains 2926 members 
Mstep: Class 12 contains 26784 members 
Mstep: Class 13 contains 183499 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53405 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19763 members 
Mstep: Class 18 contains 59213 members 
Mstep: Class 19 contains 45588 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3854 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4647 members 
Mstep: Class 24 contains 3047 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 9396 members 
Mstep: Class 29 contains 31345 members 
Mstep: Class 30 contains 7361 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028336.000000 Penalty: 114863.273438
Iteration 122Q: 34 clusters Score -1.480283e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263227 members 
Mstep: Class 2 contains 2470 members 
Mstep: Class 3 contains 10696 members 
Mstep: Class 4 contains 227701 members 
Mstep: Class 5 contains 1443 members 
Mstep: Class 6 contains 3045 members 
Mstep: Class 7 contains 11102 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233080 members 
Mstep: Class 11 contains 2923 members 
Mstep: Class 12 contains 26759 members 
Mstep: Class 13 contains 183489 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53404 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19795 members 
Mstep: Class 18 contains 59211 members 
Mstep: Class 19 contains 45556 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3853 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4647 members 
Mstep: Class 24 contains 3046 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 7246 members 
Mstep: Class 28 contains 9396 members 
Mstep: Class 29 contains 31360 members 
Mstep: Class 30 contains 7366 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028304.000000 Penalty: 114863.273438
Iteration 123Q: 34 clusters Score -1.480283e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263228 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10699 members 
Mstep: Class 4 contains 227712 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 11095 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233072 members 
Mstep: Class 11 contains 2920 members 
Mstep: Class 12 contains 26733 members 
Mstep: Class 13 contains 183486 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53405 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19815 members 
Mstep: Class 18 contains 59210 members 
Mstep: Class 19 contains 45543 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3849 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4649 members 
Mstep: Class 24 contains 3047 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 7248 members 
Mstep: Class 28 contains 9398 members 
Mstep: Class 29 contains 31374 members 
Mstep: Class 30 contains 7368 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028208.000000 Penalty: 114863.273438
Iteration 124Q: 34 clusters Score -1.480282e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263227 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10700 members 
Mstep: Class 4 contains 227728 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11096 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233064 members 
Mstep: Class 11 contains 2920 members 
Mstep: Class 12 contains 26706 members 
Mstep: Class 13 contains 183479 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53407 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19842 members 
Mstep: Class 18 contains 59205 members 
Mstep: Class 19 contains 45517 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3848 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4650 members 
Mstep: Class 24 contains 3047 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 7252 members 
Mstep: Class 28 contains 9398 members 
Mstep: Class 29 contains 31390 members 
Mstep: Class 30 contains 7366 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028416.000000 Penalty: 114863.273438
Iteration 125Q: 34 clusters Score -1.480284e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263237 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10704 members 
Mstep: Class 4 contains 227735 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 11092 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233051 members 
Mstep: Class 11 contains 2917 members 
Mstep: Class 12 contains 26672 members 
Mstep: Class 13 contains 183481 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53407 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19872 members 
Mstep: Class 18 contains 59203 members 
Mstep: Class 19 contains 45492 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3850 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4652 members 
Mstep: Class 24 contains 3047 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 7254 members 
Mstep: Class 28 contains 9401 members 
Mstep: Class 29 contains 31401 members 
Mstep: Class 30 contains 7367 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028400.000000 Penalty: 114863.273438
Iteration 126Q: 34 clusters Score -1.480284e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263230 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10709 members 
Mstep: Class 4 contains 227743 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233056 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 26645 members 
Mstep: Class 13 contains 183491 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53410 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19893 members 
Mstep: Class 18 contains 59201 members 
Mstep: Class 19 contains 45461 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3851 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4653 members 
Mstep: Class 24 contains 3045 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 7254 members 
Mstep: Class 28 contains 9401 members 
Mstep: Class 29 contains 31415 members 
Mstep: Class 30 contains 7370 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028528.000000 Penalty: 114863.273438
Iteration 127Q: 34 clusters Score -1.480285e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263229 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10713 members 
Mstep: Class 4 contains 227749 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 7 contains 11089 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233045 members 
Mstep: Class 11 contains 2912 members 
Mstep: Class 12 contains 26630 members 
Mstep: Class 13 contains 183492 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53413 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19917 members 
Mstep: Class 18 contains 59198 members 
Mstep: Class 19 contains 45452 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3850 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4653 members 
Mstep: Class 24 contains 3041 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 9401 members 
Mstep: Class 29 contains 31421 members 
Mstep: Class 30 contains 7370 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028448.000000 Penalty: 114863.273438
Iteration 128Q: 34 clusters Score -1.480284e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263234 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10716 members 
Mstep: Class 4 contains 227746 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 7 contains 11089 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233042 members 
Mstep: Class 11 contains 2910 members 
Mstep: Class 12 contains 26616 members 
Mstep: Class 13 contains 183494 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53410 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19937 members 
Mstep: Class 18 contains 59196 members 
Mstep: Class 19 contains 45439 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3853 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4653 members 
Mstep: Class 24 contains 3041 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 9401 members 
Mstep: Class 29 contains 31424 members 
Mstep: Class 30 contains 7370 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028432.000000 Penalty: 114863.273438
Iteration 129Q: 34 clusters Score -1.480284e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263243 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10725 members 
Mstep: Class 4 contains 227747 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233031 members 
Mstep: Class 11 contains 2911 members 
Mstep: Class 12 contains 26601 members 
Mstep: Class 13 contains 183490 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53407 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19953 members 
Mstep: Class 18 contains 59195 members 
Mstep: Class 19 contains 45428 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3854 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4653 members 
Mstep: Class 24 contains 3039 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 9400 members 
Mstep: Class 29 contains 31432 members 
Mstep: Class 30 contains 7369 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028448.000000 Penalty: 114863.273438
Iteration 130Q: 34 clusters Score -1.480284e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263244 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10732 members 
Mstep: Class 4 contains 227751 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 3050 members 
Mstep: Class 7 contains 11091 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233022 members 
Mstep: Class 11 contains 2912 members 
Mstep: Class 12 contains 26582 members 
Mstep: Class 13 contains 183498 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53405 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19963 members 
Mstep: Class 18 contains 59192 members 
Mstep: Class 19 contains 45412 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3856 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4653 members 
Mstep: Class 24 contains 3037 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 7255 members 
Mstep: Class 28 contains 9398 members 
Mstep: Class 29 contains 31447 members 
Mstep: Class 30 contains 7371 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028480.000000 Penalty: 114863.273438
Iteration 131Q: 34 clusters Score -1.480285e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263242 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10740 members 
Mstep: Class 4 contains 227751 members 
Mstep: Class 5 contains 1442 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 11093 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233018 members 
Mstep: Class 11 contains 2913 members 
Mstep: Class 12 contains 26570 members 
Mstep: Class 13 contains 183498 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53406 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19975 members 
Mstep: Class 18 contains 59193 members 
Mstep: Class 19 contains 45396 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3857 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4653 members 
Mstep: Class 24 contains 3036 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 7254 members 
Mstep: Class 28 contains 9396 members 
Mstep: Class 29 contains 31458 members 
Mstep: Class 30 contains 7371 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028544.000000 Penalty: 114863.273438
Iteration 132Q: 34 clusters Score -1.480285e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263245 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10751 members 
Mstep: Class 4 contains 227752 members 
Mstep: Class 5 contains 1441 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 11091 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233015 members 
Mstep: Class 11 contains 2914 members 
Mstep: Class 12 contains 26559 members 
Mstep: Class 13 contains 183492 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53404 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19985 members 
Mstep: Class 18 contains 59193 members 
Mstep: Class 19 contains 45383 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3859 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4653 members 
Mstep: Class 24 contains 3037 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 7253 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31467 members 
Mstep: Class 30 contains 7371 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028528.000000 Penalty: 114863.273438
Iteration 133Q: 34 clusters Score -1.480285e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263243 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10765 members 
Mstep: Class 4 contains 227752 members 
Mstep: Class 5 contains 1440 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233011 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 26553 members 
Mstep: Class 13 contains 183485 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53403 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 19995 members 
Mstep: Class 18 contains 59194 members 
Mstep: Class 19 contains 45373 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3859 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4654 members 
Mstep: Class 24 contains 3036 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1279 members 
Mstep: Class 27 contains 7254 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31470 members 
Mstep: Class 30 contains 7371 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028576.000000 Penalty: 114863.273438
Iteration 134Q: 34 clusters Score -1.480286e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263240 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10776 members 
Mstep: Class 4 contains 227757 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 11091 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 233001 members 
Mstep: Class 11 contains 2915 members 
Mstep: Class 12 contains 26546 members 
Mstep: Class 13 contains 183480 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53400 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20002 members 
Mstep: Class 18 contains 59194 members 
Mstep: Class 19 contains 45366 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3859 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4654 members 
Mstep: Class 24 contains 3036 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7252 members 
Mstep: Class 28 contains 9393 members 
Mstep: Class 29 contains 31478 members 
Mstep: Class 30 contains 7371 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028592.000000 Penalty: 114863.273438
Iteration 135Q: 34 clusters Score -1.480286e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263240 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10786 members 
Mstep: Class 4 contains 227758 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232999 members 
Mstep: Class 11 contains 2913 members 
Mstep: Class 12 contains 26531 members 
Mstep: Class 13 contains 183478 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53401 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20012 members 
Mstep: Class 18 contains 59193 members 
Mstep: Class 19 contains 45350 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3859 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4654 members 
Mstep: Class 24 contains 3035 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7253 members 
Mstep: Class 28 contains 9393 members 
Mstep: Class 29 contains 31491 members 
Mstep: Class 30 contains 7372 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028560.000000 Penalty: 114863.273438
Iteration 136Q: 34 clusters Score -1.480286e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263239 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10799 members 
Mstep: Class 4 contains 227758 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 11091 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232995 members 
Mstep: Class 11 contains 2909 members 
Mstep: Class 12 contains 26513 members 
Mstep: Class 13 contains 183479 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53402 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20022 members 
Mstep: Class 18 contains 59193 members 
Mstep: Class 19 contains 45342 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3859 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4655 members 
Mstep: Class 24 contains 3032 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7256 members 
Mstep: Class 28 contains 9393 members 
Mstep: Class 29 contains 31495 members 
Mstep: Class 30 contains 7374 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028544.000000 Penalty: 114863.273438
Iteration 137Q: 34 clusters Score -1.480285e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263240 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10813 members 
Mstep: Class 4 contains 227755 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 11091 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232993 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 26500 members 
Mstep: Class 13 contains 183479 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53402 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20026 members 
Mstep: Class 18 contains 59192 members 
Mstep: Class 19 contains 45336 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3859 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 3030 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7257 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31500 members 
Mstep: Class 30 contains 7374 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028384.000000 Penalty: 114863.273438
Iteration 138Q: 34 clusters Score -1.480284e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263241 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10823 members 
Mstep: Class 4 contains 227761 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 11092 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232990 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 26491 members 
Mstep: Class 13 contains 183475 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53402 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20027 members 
Mstep: Class 18 contains 59191 members 
Mstep: Class 19 contains 45327 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3859 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 3027 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7261 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31505 members 
Mstep: Class 30 contains 7375 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028512.000000 Penalty: 114863.273438
Iteration 139Q: 34 clusters Score -1.480285e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263242 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10831 members 
Mstep: Class 4 contains 227760 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 11092 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232980 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 26488 members 
Mstep: Class 13 contains 183477 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53402 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20032 members 
Mstep: Class 18 contains 59189 members 
Mstep: Class 19 contains 45321 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3858 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 3021 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7266 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31510 members 
Mstep: Class 30 contains 7376 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028576.000000 Penalty: 114863.273438
Iteration 140F: 34 clusters Score -1.480286e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263245 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10841 members 
Mstep: Class 4 contains 227761 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11092 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232968 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 26470 members 
Mstep: Class 13 contains 183480 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53403 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20039 members 
Mstep: Class 18 contains 59188 members 
Mstep: Class 19 contains 45318 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3857 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 3020 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7268 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31515 members 
Mstep: Class 30 contains 7379 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028608.000000 Penalty: 114863.273438
Iteration 141Q: 34 clusters Score -1.480286e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263248 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10851 members 
Mstep: Class 4 contains 227764 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 11093 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232961 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 26460 members 
Mstep: Class 13 contains 183478 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53402 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20044 members 
Mstep: Class 18 contains 59187 members 
Mstep: Class 19 contains 45316 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3857 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 3020 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7268 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31517 members 
Mstep: Class 30 contains 7379 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028560.000000 Penalty: 114863.273438
Iteration 142Q: 34 clusters Score -1.480286e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263250 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10861 members 
Mstep: Class 4 contains 227768 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 11094 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232952 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 26446 members 
Mstep: Class 13 contains 183480 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53403 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20046 members 
Mstep: Class 18 contains 59187 members 
Mstep: Class 19 contains 45315 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3857 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 3020 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7269 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31518 members 
Mstep: Class 30 contains 7380 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028544.000000 Penalty: 114863.273438
Iteration 143Q: 34 clusters Score -1.480285e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263250 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10872 members 
Mstep: Class 4 contains 227771 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3045 members 
Mstep: Class 7 contains 11095 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232948 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 26433 members 
Mstep: Class 13 contains 183479 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53403 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20048 members 
Mstep: Class 18 contains 59187 members 
Mstep: Class 19 contains 45313 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3856 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 3020 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7269 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31519 members 
Mstep: Class 30 contains 7384 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028576.000000 Penalty: 114863.273438
Iteration 144Q: 34 clusters Score -1.480286e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263248 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 227773 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3045 members 
Mstep: Class 7 contains 11095 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232940 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 26428 members 
Mstep: Class 13 contains 183479 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53405 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20051 members 
Mstep: Class 18 contains 59185 members 
Mstep: Class 19 contains 45311 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3856 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 3020 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7269 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31521 members 
Mstep: Class 30 contains 7383 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028592.000000 Penalty: 114863.273438
Iteration 145Q: 34 clusters Score -1.480286e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263247 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10889 members 
Mstep: Class 4 contains 227771 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3045 members 
Mstep: Class 7 contains 11095 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232939 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 26422 members 
Mstep: Class 13 contains 183477 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53408 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20058 members 
Mstep: Class 18 contains 59185 members 
Mstep: Class 19 contains 45310 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3856 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 3020 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7269 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31520 members 
Mstep: Class 30 contains 7380 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028592.000000 Penalty: 114863.273438
Iteration 146Q: 34 clusters Score -1.480286e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263244 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10896 members 
Mstep: Class 4 contains 227772 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 11095 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232935 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 26415 members 
Mstep: Class 13 contains 183474 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20069 members 
Mstep: Class 18 contains 59185 members 
Mstep: Class 19 contains 45310 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3856 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 3020 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7268 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31519 members 
Mstep: Class 30 contains 7378 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028496.000000 Penalty: 114863.273438
Iteration 147Q: 34 clusters Score -1.480285e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263246 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10909 members 
Mstep: Class 4 contains 227772 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11095 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232932 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 26401 members 
Mstep: Class 13 contains 183472 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53408 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20074 members 
Mstep: Class 18 contains 59186 members 
Mstep: Class 19 contains 45310 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3856 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 3020 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7267 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31517 members 
Mstep: Class 30 contains 7377 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028496.000000 Penalty: 114863.273438
Iteration 148Q: 34 clusters Score -1.480285e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263250 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10918 members 
Mstep: Class 4 contains 227778 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 11095 members 
Mstep: Class 8 contains 634 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232926 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 26384 members 
Mstep: Class 13 contains 183467 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20084 members 
Mstep: Class 18 contains 59185 members 
Mstep: Class 19 contains 45308 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 3019 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7268 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31518 members 
Mstep: Class 30 contains 7379 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028592.000000 Penalty: 114863.273438
Iteration 149Q: 34 clusters Score -1.480286e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263250 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10926 members 
Mstep: Class 4 contains 227781 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 11095 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232928 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 26371 members 
Mstep: Class 13 contains 183462 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53408 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20089 members 
Mstep: Class 18 contains 59187 members 
Mstep: Class 19 contains 45309 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 3015 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7270 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31518 members 
Mstep: Class 30 contains 7381 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028608.000000 Penalty: 114863.273438
Iteration 150Q: 34 clusters Score -1.480286e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263249 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10932 members 
Mstep: Class 4 contains 227788 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 11095 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232921 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 26366 members 
Mstep: Class 13 contains 183459 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53408 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20091 members 
Mstep: Class 18 contains 59189 members 
Mstep: Class 19 contains 45308 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 3012 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7271 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31517 members 
Mstep: Class 30 contains 7384 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028592.000000 Penalty: 114863.273438
Iteration 151Q: 34 clusters Score -1.480286e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263247 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10938 members 
Mstep: Class 4 contains 227792 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3045 members 
Mstep: Class 7 contains 11095 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232915 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 26361 members 
Mstep: Class 13 contains 183459 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20093 members 
Mstep: Class 18 contains 59189 members 
Mstep: Class 19 contains 45307 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 3008 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7275 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31518 members 
Mstep: Class 30 contains 7386 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028624.000000 Penalty: 114863.273438
Iteration 152Q: 34 clusters Score -1.480286e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263249 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10946 members 
Mstep: Class 4 contains 227791 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3042 members 
Mstep: Class 7 contains 11095 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232916 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 26351 members 
Mstep: Class 13 contains 183463 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20097 members 
Mstep: Class 18 contains 59192 members 
Mstep: Class 19 contains 45302 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 3001 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7276 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31520 members 
Mstep: Class 30 contains 7388 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028640.000000 Penalty: 114863.273438
Iteration 153Q: 34 clusters Score -1.480286e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263245 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10960 members 
Mstep: Class 4 contains 227792 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3044 members 
Mstep: Class 7 contains 11095 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232911 members 
Mstep: Class 11 contains 2907 members 
Mstep: Class 12 contains 26331 members 
Mstep: Class 13 contains 183466 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53410 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20105 members 
Mstep: Class 18 contains 59194 members 
Mstep: Class 19 contains 45296 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3855 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 2995 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7280 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31525 members 
Mstep: Class 30 contains 7390 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028528.000000 Penalty: 114863.273438
Iteration 154Q: 34 clusters Score -1.480285e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263241 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10965 members 
Mstep: Class 4 contains 227795 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11095 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232908 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26316 members 
Mstep: Class 13 contains 183467 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53410 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20109 members 
Mstep: Class 18 contains 59198 members 
Mstep: Class 19 contains 45293 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3854 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 2990 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7284 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31528 members 
Mstep: Class 30 contains 7394 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028512.000000 Penalty: 114863.273438
Iteration 155Q: 34 clusters Score -1.480285e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263240 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10974 members 
Mstep: Class 4 contains 227798 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11095 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232899 members 
Mstep: Class 11 contains 2905 members 
Mstep: Class 12 contains 26304 members 
Mstep: Class 13 contains 183471 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53410 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20112 members 
Mstep: Class 18 contains 59198 members 
Mstep: Class 19 contains 45290 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3854 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2986 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7287 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31532 members 
Mstep: Class 30 contains 7398 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028512.000000 Penalty: 114863.273438
Iteration 156Q: 34 clusters Score -1.480285e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263241 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 10988 members 
Mstep: Class 4 contains 227800 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11094 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232893 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26285 members 
Mstep: Class 13 contains 183471 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53410 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20119 members 
Mstep: Class 18 contains 59201 members 
Mstep: Class 19 contains 45291 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3850 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2986 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7285 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31533 members 
Mstep: Class 30 contains 7400 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028480.000000 Penalty: 114863.273438
Iteration 157Q: 34 clusters Score -1.480285e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263239 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11000 members 
Mstep: Class 4 contains 227804 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 11092 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232894 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26264 members 
Mstep: Class 13 contains 183468 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20127 members 
Mstep: Class 18 contains 59210 members 
Mstep: Class 19 contains 45291 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3847 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2984 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7280 members 
Mstep: Class 28 contains 9394 members 
Mstep: Class 29 contains 31535 members 
Mstep: Class 30 contains 7402 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028416.000000 Penalty: 114863.273438
Iteration 158Q: 34 clusters Score -1.480284e+08 nChanged 56
Entering ConstructFrom: 
Score: -148028416.000000 Penalty: 114863.273438
Entering ConstructFrom: 
Trying to split cluster 1 (263244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263244 members 
Entering Unmasked Estep 
Score: -32329178.000000 Penalty: 3095.247559
	Iteration 0F: 2 clusters Score -3.232918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131591 members 
Mstep: Class 2 contains 131653 members 
Entering Unmasked Estep 
Score: -32157622.000000 Penalty: 6190.495117
	Iteration 0F: 3 clusters Score -3.215762e+07 nChanged 127178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131883 members 
Mstep: Class 2 contains 131361 members 
Entering Unmasked Estep 
Score: -32232922.000000 Penalty: 6190.495117
	Iteration 1F: 3 clusters Score -3.223292e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131493 members 
Mstep: Class 2 contains 131751 members 
Entering Unmasked Estep 
Score: -32234084.000000 Penalty: 6190.495117
	Iteration 2Q: 3 clusters Score -3.223408e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130859 members 
Mstep: Class 2 contains 132385 members 
Entering Unmasked Estep 
Score: -32235326.000000 Penalty: 6190.495117
	Iteration 3Q: 3 clusters Score -3.223533e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130012 members 
Mstep: Class 2 contains 133232 members 
Entering Unmasked Estep 
Score: -32236740.000000 Penalty: 6190.495117
	Iteration 4Q: 3 clusters Score -3.223674e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128754 members 
Mstep: Class 2 contains 134490 members 
Entering Unmasked Estep 
Score: -32238766.000000 Penalty: 6190.495117
	Iteration 5Q: 3 clusters Score -3.223877e+07 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126962 members 
Mstep: Class 2 contains 136282 members 
Entering Unmasked Estep 
Score: -32241836.000000 Penalty: 6190.495117
	Iteration 6Q: 3 clusters Score -3.224184e+07 nChanged 10751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124389 members 
Mstep: Class 2 contains 138855 members 
Entering Unmasked Estep 
Score: -32246558.000000 Penalty: 6190.495117
	Iteration 7Q: 3 clusters Score -3.224656e+07 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120895 members 
Mstep: Class 2 contains 142349 members 
Entering Unmasked Estep 
Score: -32253562.000000 Penalty: 6190.495117
	Iteration 8Q: 3 clusters Score -3.225356e+07 nChanged 15180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116881 members 
Mstep: Class 2 contains 146363 members 
Entering Unmasked Estep 
Score: -32264550.000000 Penalty: 6190.495117
	Iteration 9F: 3 clusters Score -3.226455e+07 nChanged 16659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113094 members 
Mstep: Class 2 contains 150150 members 
Entering Unmasked Estep 
Score: -32277092.000000 Penalty: 6190.495117
	Iteration 10F: 3 clusters Score -3.227709e+07 nChanged 15176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110202 members 
Mstep: Class 2 contains 153042 members 
Entering Unmasked Estep 
Score: -32285710.000000 Penalty: 6190.495117
	Iteration 11F: 3 clusters Score -3.228571e+07 nChanged 10294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107756 members 
Mstep: Class 2 contains 155488 members 
Entering Unmasked Estep 
Score: -32289052.000000 Penalty: 6190.495117
	Iteration 12Q: 3 clusters Score -3.228905e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105404 members 
Mstep: Class 2 contains 157840 members 
Entering Unmasked Estep 
Score: -32290260.000000 Penalty: 6190.495117
	Iteration 13Q: 3 clusters Score -3.229026e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103026 members 
Mstep: Class 2 contains 160218 members 
Entering Unmasked Estep 
Score: -32290746.000000 Penalty: 6190.495117
	Iteration 14Q: 3 clusters Score -3.229075e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100668 members 
Mstep: Class 2 contains 162576 members 
Entering Unmasked Estep 
Score: -32291376.000000 Penalty: 6190.495117
	Iteration 15Q: 3 clusters Score -3.229138e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98252 members 
Mstep: Class 2 contains 164992 members 
Entering Unmasked Estep 
Score: -32292132.000000 Penalty: 6190.495117
	Iteration 16Q: 3 clusters Score -3.229213e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95729 members 
Mstep: Class 2 contains 167515 members 
Entering Unmasked Estep 
Score: -32292586.000000 Penalty: 6190.495117
	Iteration 17Q: 3 clusters Score -3.229259e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93050 members 
Mstep: Class 2 contains 170194 members 
Entering Unmasked Estep 
Score: -32293230.000000 Penalty: 6190.495117
	Iteration 18Q: 3 clusters Score -3.229323e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90153 members 
Mstep: Class 2 contains 173091 members 
Entering Unmasked Estep 
Score: -32293984.000000 Penalty: 6190.495117
	Iteration 19Q: 3 clusters Score -3.229398e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87205 members 
Mstep: Class 2 contains 176039 members 
Entering Unmasked Estep 
Score: -32294554.000000 Penalty: 6190.495117
	Iteration 20F: 3 clusters Score -3.229455e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84100 members 
Mstep: Class 2 contains 179144 members 
Entering Unmasked Estep 
Score: -32295226.000000 Penalty: 6190.495117
	Iteration 21Q: 3 clusters Score -3.229523e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80872 members 
Mstep: Class 2 contains 182372 members 
Entering Unmasked Estep 
Score: -32295892.000000 Penalty: 6190.495117
	Iteration 22Q: 3 clusters Score -3.229589e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77599 members 
Mstep: Class 2 contains 185645 members 
Entering Unmasked Estep 
Score: -32296652.000000 Penalty: 6190.495117
	Iteration 23Q: 3 clusters Score -3.229665e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74218 members 
Mstep: Class 2 contains 189026 members 
Entering Unmasked Estep 
Score: -32297450.000000 Penalty: 6190.495117
	Iteration 24Q: 3 clusters Score -3.229745e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70612 members 
Mstep: Class 2 contains 192632 members 
Entering Unmasked Estep 
Score: -32298414.000000 Penalty: 6190.495117
	Iteration 25Q: 3 clusters Score -3.229841e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66815 members 
Mstep: Class 2 contains 196429 members 
Entering Unmasked Estep 
Score: -32299460.000000 Penalty: 6190.495117
	Iteration 26Q: 3 clusters Score -3.229946e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62772 members 
Mstep: Class 2 contains 200472 members 
Entering Unmasked Estep 
Score: -32300442.000000 Penalty: 6190.495117
	Iteration 27Q: 3 clusters Score -3.230044e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 204604 members 
Entering Unmasked Estep 
Score: -32301376.000000 Penalty: 6190.495117
	Iteration 28Q: 3 clusters Score -3.230138e+07 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 209014 members 
Entering Unmasked Estep 
Score: -32302664.000000 Penalty: 6190.495117
	Iteration 29Q: 3 clusters Score -3.230266e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 213559 members 
Entering Unmasked Estep 
Score: -32304052.000000 Penalty: 6190.495117
	Iteration 30Q: 3 clusters Score -3.230405e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 218233 members 
Entering Unmasked Estep 
Score: -32305638.000000 Penalty: 6190.495117
	Iteration 31Q: 3 clusters Score -3.230564e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 222896 members 
Entering Unmasked Estep 
Score: -32307416.000000 Penalty: 6190.495117
	Iteration 32Q: 3 clusters Score -3.230742e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 227566 members 
Entering Unmasked Estep 
Score: -32309240.000000 Penalty: 6190.495117
	Iteration 33Q: 3 clusters Score -3.230924e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 232068 members 
Entering Unmasked Estep 
Score: -32311228.000000 Penalty: 6190.495117
	Iteration 34Q: 3 clusters Score -3.231123e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 236418 members 
Entering Unmasked Estep 
Score: -32312924.000000 Penalty: 6190.495117
	Iteration 35Q: 3 clusters Score -3.231292e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 240547 members 
Entering Unmasked Estep 
Score: -32314848.000000 Penalty: 6190.495117
	Iteration 36Q: 3 clusters Score -3.231485e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 244341 members 
Entering Unmasked Estep 
Score: -32316966.000000 Penalty: 6190.495117
	Iteration 37Q: 3 clusters Score -3.231697e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 247703 members 
Entering Unmasked Estep 
Score: -32318488.000000 Penalty: 6190.495117
	Iteration 38Q: 3 clusters Score -3.231849e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 250664 members 
Entering Unmasked Estep 
Score: -32319984.000000 Penalty: 6190.495117
	Iteration 39Q: 3 clusters Score -3.231998e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 253204 members 
Entering Unmasked Estep 
Score: -32321378.000000 Penalty: 6190.495117
	Iteration 40F: 3 clusters Score -3.232138e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 255362 members 
Entering Unmasked Estep 
Score: -32322544.000000 Penalty: 6190.495117
	Iteration 41Q: 3 clusters Score -3.232254e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 257091 members 
Entering Unmasked Estep 
Score: -32323462.000000 Penalty: 6190.495117
	Iteration 42Q: 3 clusters Score -3.232346e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 258429 members 
Entering Unmasked Estep 
Score: -32324212.000000 Penalty: 6190.495117
	Iteration 43Q: 3 clusters Score -3.232421e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 259428 members 
Entering Unmasked Estep 
Score: -32324696.000000 Penalty: 6190.495117
	Iteration 44Q: 3 clusters Score -3.23247e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 260157 members 
Entering Unmasked Estep 
Score: -32325160.000000 Penalty: 6190.495117
	Iteration 45Q: 3 clusters Score -3.232516e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 260696 members 
Entering Unmasked Estep 
Score: -32325510.000000 Penalty: 6190.495117
	Iteration 46Q: 3 clusters Score -3.232551e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 261095 members 
Entering Unmasked Estep 
Score: -32325742.000000 Penalty: 6190.495117
	Iteration 47Q: 3 clusters Score -3.232574e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 261364 members 
Entering Unmasked Estep 
Score: -32325836.000000 Penalty: 6190.495117
	Iteration 48Q: 3 clusters Score -3.232584e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 261600 members 
Entering Unmasked Estep 
Score: -32325986.000000 Penalty: 6190.495117
	Iteration 49Q: 3 clusters Score -3.232599e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 261787 members 
Entering Unmasked Estep 
Score: -32326066.000000 Penalty: 6190.495117
	Iteration 50Q: 3 clusters Score -3.232607e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 261920 members 
Entering Unmasked Estep 
Score: -32326172.000000 Penalty: 6190.495117
	Iteration 51Q: 3 clusters Score -3.232617e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 262018 members 
Entering Unmasked Estep 
Score: -32326266.000000 Penalty: 6190.495117
	Iteration 52Q: 3 clusters Score -3.232627e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 262097 members 
Entering Unmasked Estep 
Score: -32326320.000000 Penalty: 6190.495117
	Iteration 53Q: 3 clusters Score -3.232632e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 262156 members 
Entering Unmasked Estep 
Score: -32326362.000000 Penalty: 6190.495117
	Iteration 54Q: 3 clusters Score -3.232636e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 262202 members 
Entering Unmasked Estep 
Score: -32326396.000000 Penalty: 6190.495117
	Iteration 55Q: 3 clusters Score -3.23264e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 262228 members 
Entering Unmasked Estep 
Score: -32326404.000000 Penalty: 6190.495117
	Iteration 56Q: 3 clusters Score -3.23264e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 262245 members 
Entering Unmasked Estep 
Score: -32326404.000000 Penalty: 6190.495117
	Iteration 57Q: 3 clusters Score -3.23264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 262258 members 
Entering Unmasked Estep 
Score: -32326424.000000 Penalty: 6190.495117
	Iteration 58Q: 3 clusters Score -3.232642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 262266 members 
Entering Unmasked Estep 
Score: -32326430.000000 Penalty: 6190.495117
	Iteration 59Q: 3 clusters Score -3.232643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 262275 members 
Entering Unmasked Estep 
Score: -32326438.000000 Penalty: 6190.495117
	Iteration 60F: 3 clusters Score -3.232644e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 262289 members 
Entering Unmasked Estep 
Score: -32326432.000000 Penalty: 6190.495117
	Iteration 61Q: 3 clusters Score -3.232643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 262302 members 
Entering Unmasked Estep 
Score: -32326468.000000 Penalty: 6190.495117
	Iteration 62Q: 3 clusters Score -3.232647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 262308 members 
Entering Unmasked Estep 
Score: -32326456.000000 Penalty: 6190.495117
	Iteration 63Q: 3 clusters Score -3.232646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 262313 members 
Entering Unmasked Estep 
Score: -32326446.000000 Penalty: 6190.495117
	Iteration 64Q: 3 clusters Score -3.232645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 262319 members 
Entering Unmasked Estep 
Score: -32326460.000000 Penalty: 6190.495117
	Iteration 65Q: 3 clusters Score -3.232646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 262331 members 
Entering Unmasked Estep 
Score: -32326470.000000 Penalty: 6190.495117
	Iteration 66Q: 3 clusters Score -3.232647e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 262344 members 
Entering Unmasked Estep 
Score: -32326476.000000 Penalty: 6190.495117
	Iteration 67Q: 3 clusters Score -3.232648e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 262346 members 
Entering Unmasked Estep 
Score: -32326466.000000 Penalty: 6190.495117
	Iteration 68Q: 3 clusters Score -3.232647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 262358 members 
Entering Unmasked Estep 
Score: -32326482.000000 Penalty: 6190.495117
	Iteration 69Q: 3 clusters Score -3.232648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 262363 members 
Entering Unmasked Estep 
Score: -32326490.000000 Penalty: 6190.495117
	Iteration 70Q: 3 clusters Score -3.232649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 262365 members 
Entering Unmasked Estep 
Score: -32326478.000000 Penalty: 6190.495117
	Iteration 71Q: 3 clusters Score -3.232648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 262368 members 
Entering Unmasked Estep 
Score: -32326506.000000 Penalty: 6190.495117
	Iteration 72Q: 3 clusters Score -3.232651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 262368 members 
Entering Unmasked Estep 
Score: -32326516.000000 Penalty: 6190.495117
	Iteration 73Q: 3 clusters Score -3.232652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 262368 members 
Entering Unmasked Estep 
Score: -32326516.000000 Penalty: 6190.495117
	Iteration 74F: 3 clusters Score -3.232652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Entering Unmasked Estep 
Score: -284572.250000 Penalty: 1937.168579
	Iteration 0F: 2 clusters Score -284572.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -281641.812500 Penalty: 3874.337158
	Iteration 0F: 3 clusters Score -281641.8 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -282323.218750 Penalty: 3874.337158
	Iteration 1F: 3 clusters Score -282323.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -282514.687500 Penalty: 3874.337158
	Iteration 2F: 3 clusters Score -282514.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -282638.156250 Penalty: 3874.337158
	Iteration 3F: 3 clusters Score -282638.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -282724.406250 Penalty: 3874.337158
	Iteration 4Q: 3 clusters Score -282724.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -282797.250000 Penalty: 3874.337158
	Iteration 5Q: 3 clusters Score -282797.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -282872.812500 Penalty: 3874.337158
	Iteration 6Q: 3 clusters Score -282872.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -282941.812500 Penalty: 3874.337158
	Iteration 7Q: 3 clusters Score -282941.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -283000.062500 Penalty: 3874.337158
	Iteration 8Q: 3 clusters Score -283000.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -283053.312500 Penalty: 3874.337158
	Iteration 9Q: 3 clusters Score -283053.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -283118.312500 Penalty: 3874.337158
	Iteration 10Q: 3 clusters Score -283118.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -283184.187500 Penalty: 3874.337158
	Iteration 11Q: 3 clusters Score -283184.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -283247.343750 Penalty: 3874.337158
	Iteration 12Q: 3 clusters Score -283247.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -283309.218750 Penalty: 3874.337158
	Iteration 13Q: 3 clusters Score -283309.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -283353.593750 Penalty: 3874.337158
	Iteration 14Q: 3 clusters Score -283353.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -283386.812500 Penalty: 3874.337158
	Iteration 15Q: 3 clusters Score -283386.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -283421.625000 Penalty: 3874.337158
	Iteration 16Q: 3 clusters Score -283421.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -283457.437500 Penalty: 3874.337158
	Iteration 17Q: 3 clusters Score -283457.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -283477.718750 Penalty: 3874.337158
	Iteration 18Q: 3 clusters Score -283477.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -283492.000000 Penalty: 3874.337158
	Iteration 19Q: 3 clusters Score -283492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -283500.312500 Penalty: 3874.337158
	Iteration 20F: 3 clusters Score -283500.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -283507.968750 Penalty: 3874.337158
	Iteration 21Q: 3 clusters Score -283508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -283511.750000 Penalty: 3874.337158
	Iteration 22Q: 3 clusters Score -283511.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -283514.125000 Penalty: 3874.337158
	Iteration 23Q: 3 clusters Score -283514.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -283516.312500 Penalty: 3874.337158
	Iteration 24Q: 3 clusters Score -283516.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -283517.812500 Penalty: 3874.337158
	Iteration 25Q: 3 clusters Score -283517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -283517.812500 Penalty: 3874.337158
	Iteration 26F: 3 clusters Score -283517.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Entering Unmasked Estep 
Score: -1302664.250000 Penalty: 2307.959229
	Iteration 0F: 2 clusters Score -1302664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1294387.875000 Penalty: 4615.918457
	Iteration 0F: 3 clusters Score -1294388 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1296904.625000 Penalty: 4615.918457
	Iteration 1F: 3 clusters Score -1296905 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1297328.250000 Penalty: 4615.918457
	Iteration 2F: 3 clusters Score -1297328 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1297730.625000 Penalty: 4615.918457
	Iteration 3F: 3 clusters Score -1297731 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1298143.500000 Penalty: 4615.918457
	Iteration 4F: 3 clusters Score -1298144 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1298520.625000 Penalty: 4615.918457
	Iteration 5F: 3 clusters Score -1298521 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1298910.000000 Penalty: 4615.918457
	Iteration 6F: 3 clusters Score -1298910 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1299286.000000 Penalty: 4615.918457
	Iteration 7F: 3 clusters Score -1299286 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1299633.625000 Penalty: 4615.918457
	Iteration 8Q: 3 clusters Score -1299634 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1299924.125000 Penalty: 4615.918457
	Iteration 9Q: 3 clusters Score -1299924 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1300174.500000 Penalty: 4615.918457
	Iteration 10Q: 3 clusters Score -1300174 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1300347.000000 Penalty: 4615.918457
	Iteration 11Q: 3 clusters Score -1300347 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1300518.000000 Penalty: 4615.918457
	Iteration 12Q: 3 clusters Score -1300518 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1300644.000000 Penalty: 4615.918457
	Iteration 13Q: 3 clusters Score -1300644 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1300725.750000 Penalty: 4615.918457
	Iteration 14Q: 3 clusters Score -1300726 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1300784.500000 Penalty: 4615.918457
	Iteration 15Q: 3 clusters Score -1300784 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1300836.250000 Penalty: 4615.918457
	Iteration 16Q: 3 clusters Score -1300836 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1300879.500000 Penalty: 4615.918457
	Iteration 17Q: 3 clusters Score -1300880 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1300907.375000 Penalty: 4615.918457
	Iteration 18Q: 3 clusters Score -1300907 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1300929.125000 Penalty: 4615.918457
	Iteration 19Q: 3 clusters Score -1300929 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1300943.250000 Penalty: 4615.918457
	Iteration 20F: 3 clusters Score -1300943 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1300956.875000 Penalty: 4615.918457
	Iteration 21Q: 3 clusters Score -1300957 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1300969.125000 Penalty: 4615.918457
	Iteration 22Q: 3 clusters Score -1300969 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1300977.000000 Penalty: 4615.918457
	Iteration 23Q: 3 clusters Score -1300977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1300985.000000 Penalty: 4615.918457
	Iteration 24Q: 3 clusters Score -1300985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1300996.500000 Penalty: 4615.918457
	Iteration 25Q: 3 clusters Score -1300996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1301003.625000 Penalty: 4615.918457
	Iteration 26Q: 3 clusters Score -1301004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1301013.125000 Penalty: 4615.918457
	Iteration 27Q: 3 clusters Score -1301013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1301018.625000 Penalty: 4615.918457
	Iteration 28Q: 3 clusters Score -1301019 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1301023.000000 Penalty: 4615.918457
	Iteration 29Q: 3 clusters Score -1301023 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1301035.625000 Penalty: 4615.918457
	Iteration 30Q: 3 clusters Score -1301036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1301049.375000 Penalty: 4615.918457
	Iteration 31Q: 3 clusters Score -1301049 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1301062.500000 Penalty: 4615.918457
	Iteration 32Q: 3 clusters Score -1301062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1301069.375000 Penalty: 4615.918457
	Iteration 33Q: 3 clusters Score -1301069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1301077.875000 Penalty: 4615.918457
	Iteration 34Q: 3 clusters Score -1301078 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1301088.250000 Penalty: 4615.918457
	Iteration 35Q: 3 clusters Score -1301088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1301101.250000 Penalty: 4615.918457
	Iteration 36Q: 3 clusters Score -1301101 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1301108.750000 Penalty: 4615.918457
	Iteration 37Q: 3 clusters Score -1301109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1301111.375000 Penalty: 4615.918457
	Iteration 38Q: 3 clusters Score -1301111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1301120.000000 Penalty: 4615.918457
	Iteration 39Q: 3 clusters Score -1301120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1301126.625000 Penalty: 4615.918457
	Iteration 40F: 3 clusters Score -1301127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1301138.250000 Penalty: 4615.918457
	Iteration 41Q: 3 clusters Score -1301138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1301145.875000 Penalty: 4615.918457
	Iteration 42Q: 3 clusters Score -1301146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1301155.250000 Penalty: 4615.918457
	Iteration 43Q: 3 clusters Score -1301155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1301158.875000 Penalty: 4615.918457
	Iteration 44Q: 3 clusters Score -1301159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1301165.875000 Penalty: 4615.918457
	Iteration 45Q: 3 clusters Score -1301166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1301172.250000 Penalty: 4615.918457
	Iteration 46Q: 3 clusters Score -1301172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1301173.875000 Penalty: 4615.918457
	Iteration 47Q: 3 clusters Score -1301174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1301183.750000 Penalty: 4615.918457
	Iteration 48Q: 3 clusters Score -1301184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1301194.375000 Penalty: 4615.918457
	Iteration 49Q: 3 clusters Score -1301194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1301195.750000 Penalty: 4615.918457
	Iteration 50Q: 3 clusters Score -1301196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1301205.625000 Penalty: 4615.918457
	Iteration 51Q: 3 clusters Score -1301206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1301208.750000 Penalty: 4615.918457
	Iteration 52Q: 3 clusters Score -1301209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1301219.375000 Penalty: 4615.918457
	Iteration 53Q: 3 clusters Score -1301219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1301217.750000 Penalty: 4615.918457
	Iteration 54Q: 3 clusters Score -1301218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1301227.750000 Penalty: 4615.918457
	Iteration 55Q: 3 clusters Score -1301228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1301238.375000 Penalty: 4615.918457
	Iteration 56Q: 3 clusters Score -1301238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1301242.875000 Penalty: 4615.918457
	Iteration 57Q: 3 clusters Score -1301243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1301246.375000 Penalty: 4615.918457
	Iteration 58Q: 3 clusters Score -1301246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1301243.250000 Penalty: 4615.918457
	Iteration 59Q: 3 clusters Score -1301243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1301249.250000 Penalty: 4615.918457
	Iteration 60F: 3 clusters Score -1301249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1301246.500000 Penalty: 4615.918457
	Iteration 61Q: 3 clusters Score -1301246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1301249.000000 Penalty: 4615.918457
	Iteration 62Q: 3 clusters Score -1301249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1301253.750000 Penalty: 4615.918457
	Iteration 63Q: 3 clusters Score -1301254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1301258.125000 Penalty: 4615.918457
	Iteration 64Q: 3 clusters Score -1301258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1301259.500000 Penalty: 4615.918457
	Iteration 65Q: 3 clusters Score -1301260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1301257.250000 Penalty: 4615.918457
	Iteration 66Q: 3 clusters Score -1301257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1301264.875000 Penalty: 4615.918457
	Iteration 67Q: 3 clusters Score -1301265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1301268.500000 Penalty: 4615.918457
	Iteration 68Q: 3 clusters Score -1301268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1301274.375000 Penalty: 4615.918457
	Iteration 69Q: 3 clusters Score -1301274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1301276.250000 Penalty: 4615.918457
	Iteration 70Q: 3 clusters Score -1301276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1301283.000000 Penalty: 4615.918457
	Iteration 71Q: 3 clusters Score -1301283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1301291.125000 Penalty: 4615.918457
	Iteration 72Q: 3 clusters Score -1301291 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1301300.875000 Penalty: 4615.918457
	Iteration 73Q: 3 clusters Score -1301301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1301313.375000 Penalty: 4615.918457
	Iteration 74Q: 3 clusters Score -1301313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1301330.375000 Penalty: 4615.918457
	Iteration 75Q: 3 clusters Score -1301330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1301336.000000 Penalty: 4615.918457
	Iteration 76Q: 3 clusters Score -1301336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1301343.250000 Penalty: 4615.918457
	Iteration 77Q: 3 clusters Score -1301343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1301351.250000 Penalty: 4615.918457
	Iteration 78Q: 3 clusters Score -1301351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1301353.500000 Penalty: 4615.918457
	Iteration 79Q: 3 clusters Score -1301354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1301357.500000 Penalty: 4615.918457
	Iteration 80F: 3 clusters Score -1301358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1301359.875000 Penalty: 4615.918457
	Iteration 81Q: 3 clusters Score -1301360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1301362.750000 Penalty: 4615.918457
	Iteration 82Q: 3 clusters Score -1301363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1301363.125000 Penalty: 4615.918457
	Iteration 83Q: 3 clusters Score -1301363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1301365.250000 Penalty: 4615.918457
	Iteration 84Q: 3 clusters Score -1301365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1301366.625000 Penalty: 4615.918457
	Iteration 85Q: 3 clusters Score -1301367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1301369.875000 Penalty: 4615.918457
	Iteration 86Q: 3 clusters Score -1301370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1301371.625000 Penalty: 4615.918457
	Iteration 87Q: 3 clusters Score -1301372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1301375.250000 Penalty: 4615.918457
	Iteration 88Q: 3 clusters Score -1301375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1301379.500000 Penalty: 4615.918457
	Iteration 89Q: 3 clusters Score -1301380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1301379.500000 Penalty: 4615.918457
	Iteration 90Q: 3 clusters Score -1301380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1301381.625000 Penalty: 4615.918457
	Iteration 91Q: 3 clusters Score -1301382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1301381.875000 Penalty: 4615.918457
	Iteration 92Q: 3 clusters Score -1301382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1301384.625000 Penalty: 4615.918457
	Iteration 93Q: 3 clusters Score -1301385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1301384.625000 Penalty: 4615.918457
	Iteration 94F: 3 clusters Score -1301385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (227806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227806 members 
Entering Unmasked Estep 
Score: -27965198.000000 Penalty: 3059.389893
	Iteration 0F: 2 clusters Score -2.79652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113801 members 
Mstep: Class 2 contains 114005 members 
Entering Unmasked Estep 
Score: -27818266.000000 Penalty: 6118.779785
	Iteration 0F: 3 clusters Score -2.781827e+07 nChanged 109734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112243 members 
Mstep: Class 2 contains 115563 members 
Entering Unmasked Estep 
Score: -27882968.000000 Penalty: 6118.779785
	Iteration 1F: 3 clusters Score -2.788297e+07 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110334 members 
Mstep: Class 2 contains 117472 members 
Entering Unmasked Estep 
Score: -27886014.000000 Penalty: 6118.779785
	Iteration 2Q: 3 clusters Score -2.788601e+07 nChanged 10243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107157 members 
Mstep: Class 2 contains 120649 members 
Entering Unmasked Estep 
Score: -27890632.000000 Penalty: 6118.779785
	Iteration 3Q: 3 clusters Score -2.789063e+07 nChanged 12755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102202 members 
Mstep: Class 2 contains 125604 members 
Entering Unmasked Estep 
Score: -27897792.000000 Penalty: 6118.779785
	Iteration 4F: 3 clusters Score -2.789779e+07 nChanged 15053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95669 members 
Mstep: Class 2 contains 132137 members 
Entering Unmasked Estep 
Score: -27908838.000000 Penalty: 6118.779785
	Iteration 5F: 3 clusters Score -2.790884e+07 nChanged 16427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88482 members 
Mstep: Class 2 contains 139324 members 
Entering Unmasked Estep 
Score: -27922052.000000 Penalty: 6118.779785
	Iteration 6F: 3 clusters Score -2.792205e+07 nChanged 15117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82839 members 
Mstep: Class 2 contains 144967 members 
Entering Unmasked Estep 
Score: -27932822.000000 Penalty: 6118.779785
	Iteration 7F: 3 clusters Score -2.793282e+07 nChanged 11373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78904 members 
Mstep: Class 2 contains 148902 members 
Entering Unmasked Estep 
Score: -27938276.000000 Penalty: 6118.779785
	Iteration 8Q: 3 clusters Score -2.793828e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75825 members 
Mstep: Class 2 contains 151981 members 
Entering Unmasked Estep 
Score: -27940492.000000 Penalty: 6118.779785
	Iteration 9Q: 3 clusters Score -2.794049e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72812 members 
Mstep: Class 2 contains 154994 members 
Entering Unmasked Estep 
Score: -27941544.000000 Penalty: 6118.779785
	Iteration 10Q: 3 clusters Score -2.794154e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69654 members 
Mstep: Class 2 contains 158152 members 
Entering Unmasked Estep 
Score: -27942786.000000 Penalty: 6118.779785
	Iteration 11Q: 3 clusters Score -2.794279e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66307 members 
Mstep: Class 2 contains 161499 members 
Entering Unmasked Estep 
Score: -27944062.000000 Penalty: 6118.779785
	Iteration 12Q: 3 clusters Score -2.794406e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62793 members 
Mstep: Class 2 contains 165013 members 
Entering Unmasked Estep 
Score: -27945220.000000 Penalty: 6118.779785
	Iteration 13Q: 3 clusters Score -2.794522e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 168720 members 
Entering Unmasked Estep 
Score: -27946532.000000 Penalty: 6118.779785
	Iteration 14Q: 3 clusters Score -2.794653e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 172526 members 
Entering Unmasked Estep 
Score: -27947854.000000 Penalty: 6118.779785
	Iteration 15Q: 3 clusters Score -2.794785e+07 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 176538 members 
Entering Unmasked Estep 
Score: -27949550.000000 Penalty: 6118.779785
	Iteration 16Q: 3 clusters Score -2.794955e+07 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 180675 members 
Entering Unmasked Estep 
Score: -27951258.000000 Penalty: 6118.779785
	Iteration 17Q: 3 clusters Score -2.795126e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 185016 members 
Entering Unmasked Estep 
Score: -27953130.000000 Penalty: 6118.779785
	Iteration 18Q: 3 clusters Score -2.795313e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 189384 members 
Entering Unmasked Estep 
Score: -27954640.000000 Penalty: 6118.779785
	Iteration 19Q: 3 clusters Score -2.795464e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 193606 members 
Entering Unmasked Estep 
Score: -27956206.000000 Penalty: 6118.779785
	Iteration 20F: 3 clusters Score -2.795621e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 197570 members 
Entering Unmasked Estep 
Score: -27957832.000000 Penalty: 6118.779785
	Iteration 21Q: 3 clusters Score -2.795783e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 201225 members 
Entering Unmasked Estep 
Score: -27959046.000000 Penalty: 6118.779785
	Iteration 22Q: 3 clusters Score -2.795905e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 204487 members 
Entering Unmasked Estep 
Score: -27960114.000000 Penalty: 6118.779785
	Iteration 23Q: 3 clusters Score -2.796011e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 207305 members 
Entering Unmasked Estep 
Score: -27961050.000000 Penalty: 6118.779785
	Iteration 24Q: 3 clusters Score -2.796105e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 209707 members 
Entering Unmasked Estep 
Score: -27961670.000000 Penalty: 6118.779785
	Iteration 25Q: 3 clusters Score -2.796167e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 211832 members 
Entering Unmasked Estep 
Score: -27962304.000000 Penalty: 6118.779785
	Iteration 26Q: 3 clusters Score -2.79623e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 213646 members 
Entering Unmasked Estep 
Score: -27962824.000000 Penalty: 6118.779785
	Iteration 27Q: 3 clusters Score -2.796282e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 215159 members 
Entering Unmasked Estep 
Score: -27963272.000000 Penalty: 6118.779785
	Iteration 28Q: 3 clusters Score -2.796327e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 216366 members 
Entering Unmasked Estep 
Score: -27963636.000000 Penalty: 6118.779785
	Iteration 29Q: 3 clusters Score -2.796364e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 217421 members 
Entering Unmasked Estep 
Score: -27963686.000000 Penalty: 6118.779785
	Iteration 30Q: 3 clusters Score -2.796369e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 218315 members 
Entering Unmasked Estep 
Score: -27963946.000000 Penalty: 6118.779785
	Iteration 31Q: 3 clusters Score -2.796395e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 219064 members 
Entering Unmasked Estep 
Score: -27964062.000000 Penalty: 6118.779785
	Iteration 32Q: 3 clusters Score -2.796406e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 219710 members 
Entering Unmasked Estep 
Score: -27964108.000000 Penalty: 6118.779785
	Iteration 33Q: 3 clusters Score -2.796411e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 220265 members 
Entering Unmasked Estep 
Score: -27964096.000000 Penalty: 6118.779785
	Iteration 34Q: 3 clusters Score -2.79641e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 220736 members 
Entering Unmasked Estep 
Score: -27964094.000000 Penalty: 6118.779785
	Iteration 35Q: 3 clusters Score -2.796409e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 221141 members 
Entering Unmasked Estep 
Score: -27964118.000000 Penalty: 6118.779785
	Iteration 36Q: 3 clusters Score -2.796412e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 221487 members 
Entering Unmasked Estep 
Score: -27964130.000000 Penalty: 6118.779785
	Iteration 37Q: 3 clusters Score -2.796413e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 221756 members 
Entering Unmasked Estep 
Score: -27964156.000000 Penalty: 6118.779785
	Iteration 38Q: 3 clusters Score -2.796416e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 221985 members 
Entering Unmasked Estep 
Score: -27964162.000000 Penalty: 6118.779785
	Iteration 39Q: 3 clusters Score -2.796416e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 222219 members 
Entering Unmasked Estep 
Score: -27964118.000000 Penalty: 6118.779785
	Iteration 40F: 3 clusters Score -2.796412e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 222409 members 
Entering Unmasked Estep 
Score: -27964064.000000 Penalty: 6118.779785
	Iteration 41Q: 3 clusters Score -2.796406e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 222558 members 
Entering Unmasked Estep 
Score: -27964120.000000 Penalty: 6118.779785
	Iteration 42Q: 3 clusters Score -2.796412e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 222692 members 
Entering Unmasked Estep 
Score: -27964122.000000 Penalty: 6118.779785
	Iteration 43Q: 3 clusters Score -2.796412e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 222814 members 
Entering Unmasked Estep 
Score: -27964102.000000 Penalty: 6118.779785
	Iteration 44Q: 3 clusters Score -2.79641e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 222929 members 
Entering Unmasked Estep 
Score: -27964118.000000 Penalty: 6118.779785
	Iteration 45Q: 3 clusters Score -2.796412e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 223023 members 
Entering Unmasked Estep 
Score: -27964134.000000 Penalty: 6118.779785
	Iteration 46Q: 3 clusters Score -2.796413e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 223110 members 
Entering Unmasked Estep 
Score: -27964102.000000 Penalty: 6118.779785
	Iteration 47Q: 3 clusters Score -2.79641e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 223205 members 
Entering Unmasked Estep 
Score: -27964082.000000 Penalty: 6118.779785
	Iteration 48Q: 3 clusters Score -2.796408e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 223282 members 
Entering Unmasked Estep 
Score: -27964108.000000 Penalty: 6118.779785
	Iteration 49Q: 3 clusters Score -2.796411e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 223360 members 
Entering Unmasked Estep 
Score: -27964106.000000 Penalty: 6118.779785
	Iteration 50Q: 3 clusters Score -2.796411e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 223440 members 
Entering Unmasked Estep 
Score: -27964110.000000 Penalty: 6118.779785
	Iteration 51Q: 3 clusters Score -2.796411e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 223512 members 
Entering Unmasked Estep 
Score: -27964150.000000 Penalty: 6118.779785
	Iteration 52Q: 3 clusters Score -2.796415e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 223576 members 
Entering Unmasked Estep 
Score: -27964152.000000 Penalty: 6118.779785
	Iteration 53Q: 3 clusters Score -2.796415e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 223646 members 
Entering Unmasked Estep 
Score: -27964134.000000 Penalty: 6118.779785
	Iteration 54Q: 3 clusters Score -2.796413e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 223701 members 
Entering Unmasked Estep 
Score: -27964168.000000 Penalty: 6118.779785
	Iteration 55Q: 3 clusters Score -2.796417e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 223749 members 
Entering Unmasked Estep 
Score: -27964142.000000 Penalty: 6118.779785
	Iteration 56Q: 3 clusters Score -2.796414e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 223784 members 
Entering Unmasked Estep 
Score: -27964144.000000 Penalty: 6118.779785
	Iteration 57Q: 3 clusters Score -2.796414e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 223811 members 
Entering Unmasked Estep 
Score: -27964158.000000 Penalty: 6118.779785
	Iteration 58Q: 3 clusters Score -2.796416e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 223837 members 
Entering Unmasked Estep 
Score: -27964176.000000 Penalty: 6118.779785
	Iteration 59Q: 3 clusters Score -2.796418e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 223874 members 
Entering Unmasked Estep 
Score: -27964152.000000 Penalty: 6118.779785
	Iteration 60F: 3 clusters Score -2.796415e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 223913 members 
Entering Unmasked Estep 
Score: -27964200.000000 Penalty: 6118.779785
	Iteration 61Q: 3 clusters Score -2.79642e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 223947 members 
Entering Unmasked Estep 
Score: -27964198.000000 Penalty: 6118.779785
	Iteration 62Q: 3 clusters Score -2.79642e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 223973 members 
Entering Unmasked Estep 
Score: -27964188.000000 Penalty: 6118.779785
	Iteration 63Q: 3 clusters Score -2.796419e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 224002 members 
Entering Unmasked Estep 
Score: -27964182.000000 Penalty: 6118.779785
	Iteration 64Q: 3 clusters Score -2.796418e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 224029 members 
Entering Unmasked Estep 
Score: -27964190.000000 Penalty: 6118.779785
	Iteration 65Q: 3 clusters Score -2.796419e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 224059 members 
Entering Unmasked Estep 
Score: -27964180.000000 Penalty: 6118.779785
	Iteration 66Q: 3 clusters Score -2.796418e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 224092 members 
Entering Unmasked Estep 
Score: -27964174.000000 Penalty: 6118.779785
	Iteration 67Q: 3 clusters Score -2.796417e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 224111 members 
Entering Unmasked Estep 
Score: -27964172.000000 Penalty: 6118.779785
	Iteration 68Q: 3 clusters Score -2.796417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 224126 members 
Entering Unmasked Estep 
Score: -27964188.000000 Penalty: 6118.779785
	Iteration 69Q: 3 clusters Score -2.796419e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 224139 members 
Entering Unmasked Estep 
Score: -27964176.000000 Penalty: 6118.779785
	Iteration 70Q: 3 clusters Score -2.796418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 224146 members 
Entering Unmasked Estep 
Score: -27964180.000000 Penalty: 6118.779785
	Iteration 71Q: 3 clusters Score -2.796418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 224155 members 
Entering Unmasked Estep 
Score: -27964196.000000 Penalty: 6118.779785
	Iteration 72Q: 3 clusters Score -2.79642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 224163 members 
Entering Unmasked Estep 
Score: -27964198.000000 Penalty: 6118.779785
	Iteration 73Q: 3 clusters Score -2.79642e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 224174 members 
Entering Unmasked Estep 
Score: -27964196.000000 Penalty: 6118.779785
	Iteration 74Q: 3 clusters Score -2.79642e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 224186 members 
Entering Unmasked Estep 
Score: -27964174.000000 Penalty: 6118.779785
	Iteration 75Q: 3 clusters Score -2.796417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 224199 members 
Entering Unmasked Estep 
Score: -27964166.000000 Penalty: 6118.779785
	Iteration 76Q: 3 clusters Score -2.796417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 224213 members 
Entering Unmasked Estep 
Score: -27964188.000000 Penalty: 6118.779785
	Iteration 77Q: 3 clusters Score -2.796419e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 224233 members 
Entering Unmasked Estep 
Score: -27964174.000000 Penalty: 6118.779785
	Iteration 78Q: 3 clusters Score -2.796417e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 224253 members 
Entering Unmasked Estep 
Score: -27964170.000000 Penalty: 6118.779785
	Iteration 79Q: 3 clusters Score -2.796417e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 224270 members 
Entering Unmasked Estep 
Score: -27964160.000000 Penalty: 6118.779785
	Iteration 80F: 3 clusters Score -2.796416e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 224291 members 
Entering Unmasked Estep 
Score: -27964152.000000 Penalty: 6118.779785
	Iteration 81Q: 3 clusters Score -2.796415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 224311 members 
Entering Unmasked Estep 
Score: -27964164.000000 Penalty: 6118.779785
	Iteration 82Q: 3 clusters Score -2.796416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 224329 members 
Entering Unmasked Estep 
Score: -27964174.000000 Penalty: 6118.779785
	Iteration 83Q: 3 clusters Score -2.796417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 224344 members 
Entering Unmasked Estep 
Score: -27964158.000000 Penalty: 6118.779785
	Iteration 84Q: 3 clusters Score -2.796416e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 224358 members 
Entering Unmasked Estep 
Score: -27964142.000000 Penalty: 6118.779785
	Iteration 85Q: 3 clusters Score -2.796414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 224367 members 
Entering Unmasked Estep 
Score: -27964146.000000 Penalty: 6118.779785
	Iteration 86Q: 3 clusters Score -2.796415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 224376 members 
Entering Unmasked Estep 
Score: -27964156.000000 Penalty: 6118.779785
	Iteration 87Q: 3 clusters Score -2.796416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 224383 members 
Entering Unmasked Estep 
Score: -27964140.000000 Penalty: 6118.779785
	Iteration 88Q: 3 clusters Score -2.796414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 224384 members 
Entering Unmasked Estep 
Score: -27964142.000000 Penalty: 6118.779785
	Iteration 89Q: 3 clusters Score -2.796414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 224384 members 
Entering Unmasked Estep 
Score: -27964142.000000 Penalty: 6118.779785
	Iteration 90F: 3 clusters Score -2.796414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Entering Unmasked Estep 
Score: -175604.250000 Penalty: 1803.382568
	Iteration 0F: 2 clusters Score -175604.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -173369.750000 Penalty: 3606.765137
	Iteration 0F: 3 clusters Score -173369.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -173688.609375 Penalty: 3606.765137
	Iteration 1F: 3 clusters Score -173688.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -173778.984375 Penalty: 3606.765137
	Iteration 2F: 3 clusters Score -173779 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -173823.218750 Penalty: 3606.765137
	Iteration 3Q: 3 clusters Score -173823.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -173843.828125 Penalty: 3606.765137
	Iteration 4Q: 3 clusters Score -173843.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -173860.843750 Penalty: 3606.765137
	Iteration 5Q: 3 clusters Score -173860.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -173873.781250 Penalty: 3606.765137
	Iteration 6Q: 3 clusters Score -173873.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -173886.109375 Penalty: 3606.765137
	Iteration 7Q: 3 clusters Score -173886.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -173906.875000 Penalty: 3606.765137
	Iteration 8Q: 3 clusters Score -173906.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -173918.187500 Penalty: 3606.765137
	Iteration 9Q: 3 clusters Score -173918.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -173929.750000 Penalty: 3606.765137
	Iteration 10Q: 3 clusters Score -173929.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -173935.656250 Penalty: 3606.765137
	Iteration 11Q: 3 clusters Score -173935.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -173935.734375 Penalty: 3606.765137
	Iteration 12Q: 3 clusters Score -173935.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -173935.734375 Penalty: 3606.765137
	Iteration 13F: 3 clusters Score -173935.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Entering Unmasked Estep 
Score: -328028.875000 Penalty: 1989.434326
	Iteration 0F: 2 clusters Score -328028.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -324717.062500 Penalty: 3978.868652
	Iteration 0F: 3 clusters Score -324717.1 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -325452.875000 Penalty: 3978.868652
	Iteration 1F: 3 clusters Score -325452.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -325753.843750 Penalty: 3978.868652
	Iteration 2F: 3 clusters Score -325753.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -325998.125000 Penalty: 3978.868652
	Iteration 3F: 3 clusters Score -325998.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -326235.593750 Penalty: 3978.868652
	Iteration 4F: 3 clusters Score -326235.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -326466.718750 Penalty: 3978.868652
	Iteration 5F: 3 clusters Score -326466.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -326665.281250 Penalty: 3978.868652
	Iteration 6F: 3 clusters Score -326665.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -326843.062500 Penalty: 3978.868652
	Iteration 7Q: 3 clusters Score -326843.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -326997.125000 Penalty: 3978.868652
	Iteration 8Q: 3 clusters Score -326997.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -327137.218750 Penalty: 3978.868652
	Iteration 9Q: 3 clusters Score -327137.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -327257.437500 Penalty: 3978.868652
	Iteration 10Q: 3 clusters Score -327257.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -327330.156250 Penalty: 3978.868652
	Iteration 11Q: 3 clusters Score -327330.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -327382.875000 Penalty: 3978.868652
	Iteration 12Q: 3 clusters Score -327382.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -327414.312500 Penalty: 3978.868652
	Iteration 13Q: 3 clusters Score -327414.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -327431.062500 Penalty: 3978.868652
	Iteration 14Q: 3 clusters Score -327431.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -327439.781250 Penalty: 3978.868652
	Iteration 15Q: 3 clusters Score -327439.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -327452.000000 Penalty: 3978.868652
	Iteration 16Q: 3 clusters Score -327452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -327456.937500 Penalty: 3978.868652
	Iteration 17Q: 3 clusters Score -327456.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -327457.406250 Penalty: 3978.868652
	Iteration 18Q: 3 clusters Score -327457.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -327458.125000 Penalty: 3978.868652
	Iteration 19Q: 3 clusters Score -327458.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -327459.375000 Penalty: 3978.868652
	Iteration 20F: 3 clusters Score -327459.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -327461.656250 Penalty: 3978.868652
	Iteration 21Q: 3 clusters Score -327461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -327461.406250 Penalty: 3978.868652
	Iteration 22Q: 3 clusters Score -327461.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -327461.406250 Penalty: 3978.868652
	Iteration 23F: 3 clusters Score -327461.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Entering Unmasked Estep 
Score: -1312460.625000 Penalty: 2309.822021
	Iteration 0F: 2 clusters Score -1312461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1304166.750000 Penalty: 4619.644043
	Iteration 0F: 3 clusters Score -1304167 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1306692.500000 Penalty: 4619.644043
	Iteration 1F: 3 clusters Score -1306692 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1307129.625000 Penalty: 4619.644043
	Iteration 2F: 3 clusters Score -1307130 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1307473.125000 Penalty: 4619.644043
	Iteration 3F: 3 clusters Score -1307473 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1307814.000000 Penalty: 4619.644043
	Iteration 4F: 3 clusters Score -1307814 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1308140.125000 Penalty: 4619.644043
	Iteration 5Q: 3 clusters Score -1308140 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1308509.000000 Penalty: 4619.644043
	Iteration 6Q: 3 clusters Score -1308509 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1308941.125000 Penalty: 4619.644043
	Iteration 7F: 3 clusters Score -1308941 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1309348.125000 Penalty: 4619.644043
	Iteration 8Q: 3 clusters Score -1309348 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1309673.500000 Penalty: 4619.644043
	Iteration 9Q: 3 clusters Score -1309674 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1309948.500000 Penalty: 4619.644043
	Iteration 10Q: 3 clusters Score -1309948 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1310150.000000 Penalty: 4619.644043
	Iteration 11Q: 3 clusters Score -1310150 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1310308.125000 Penalty: 4619.644043
	Iteration 12Q: 3 clusters Score -1310308 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1310434.750000 Penalty: 4619.644043
	Iteration 13Q: 3 clusters Score -1310435 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1310544.000000 Penalty: 4619.644043
	Iteration 14Q: 3 clusters Score -1310544 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1310622.000000 Penalty: 4619.644043
	Iteration 15Q: 3 clusters Score -1310622 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1310692.375000 Penalty: 4619.644043
	Iteration 16Q: 3 clusters Score -1310692 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1310750.500000 Penalty: 4619.644043
	Iteration 17Q: 3 clusters Score -1310750 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1310798.375000 Penalty: 4619.644043
	Iteration 18Q: 3 clusters Score -1310798 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1310828.750000 Penalty: 4619.644043
	Iteration 19Q: 3 clusters Score -1310829 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1310854.250000 Penalty: 4619.644043
	Iteration 20F: 3 clusters Score -1310854 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1310877.750000 Penalty: 4619.644043
	Iteration 21Q: 3 clusters Score -1310878 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1310891.000000 Penalty: 4619.644043
	Iteration 22Q: 3 clusters Score -1310891 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1310900.375000 Penalty: 4619.644043
	Iteration 23Q: 3 clusters Score -1310900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1310905.375000 Penalty: 4619.644043
	Iteration 24Q: 3 clusters Score -1310905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1310911.750000 Penalty: 4619.644043
	Iteration 25Q: 3 clusters Score -1310912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1310917.750000 Penalty: 4619.644043
	Iteration 26Q: 3 clusters Score -1310918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1310922.125000 Penalty: 4619.644043
	Iteration 27Q: 3 clusters Score -1310922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1310922.375000 Penalty: 4619.644043
	Iteration 28Q: 3 clusters Score -1310922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1310924.250000 Penalty: 4619.644043
	Iteration 29Q: 3 clusters Score -1310924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1310923.875000 Penalty: 4619.644043
	Iteration 30Q: 3 clusters Score -1310924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1310924.250000 Penalty: 4619.644043
	Iteration 31Q: 3 clusters Score -1310924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1310925.250000 Penalty: 4619.644043
	Iteration 32Q: 3 clusters Score -1310925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1310925.375000 Penalty: 4619.644043
	Iteration 33Q: 3 clusters Score -1310925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1310925.000000 Penalty: 4619.644043
	Iteration 34Q: 3 clusters Score -1310925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1310928.500000 Penalty: 4619.644043
	Iteration 35Q: 3 clusters Score -1310928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1310930.750000 Penalty: 4619.644043
	Iteration 36Q: 3 clusters Score -1310931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1310932.625000 Penalty: 4619.644043
	Iteration 37Q: 3 clusters Score -1310933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1310932.375000 Penalty: 4619.644043
	Iteration 38Q: 3 clusters Score -1310932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1310930.125000 Penalty: 4619.644043
	Iteration 39Q: 3 clusters Score -1310930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1310929.750000 Penalty: 4619.644043
	Iteration 40F: 3 clusters Score -1310930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -69135.531250 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -69135.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67598.851562 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -67598.85 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -68079.562500 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -68079.56 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -68599.101562 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -68599.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -69112.554688 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -69112.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -69426.648438 Penalty: 3199.433350
	Iteration 4F: 3 clusters Score -69426.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -69712.898438 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -69712.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -69768.882812 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -69768.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -69771.500000 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -69771.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -69771.500000 Penalty: 3199.433350
	Iteration 8F: 3 clusters Score -69771.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263244 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 227806 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 174 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232887 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26254 members 
Mstep: Class 13 contains 183468 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20133 members 
Mstep: Class 18 contains 59213 members 
Mstep: Class 19 contains 45289 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3847 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2981 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7280 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31536 members 
Mstep: Class 30 contains 7402 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23770 members 
Mstep: Class 34 contains 459 members 
Entering Unmasked Estep 
Score: -148027312.000000 Penalty: 118343.976562
Splitting cluster 8 changes total score from -148028416.000000 to -148027312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -243715.359375 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -243715.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -241034.078125 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -241034.1 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -241502.312500 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -241502.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -241625.781250 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -241625.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -241691.343750 Penalty: 3784.949463
	Iteration 3Q: 3 clusters Score -241691.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -241733.703125 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -241733.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -241759.671875 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -241759.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -241773.968750 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -241774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -241790.781250 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -241790.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -241806.968750 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -241807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -241825.140625 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -241825.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -241841.218750 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -241841.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -241859.187500 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -241859.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -241865.281250 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -241865.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -241871.281250 Penalty: 3784.949463
	Iteration 13Q: 3 clusters Score -241871.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -241875.140625 Penalty: 3784.949463
	Iteration 14Q: 3 clusters Score -241875.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -241880.500000 Penalty: 3784.949463
	Iteration 15Q: 3 clusters Score -241880.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -241890.171875 Penalty: 3784.949463
	Iteration 16Q: 3 clusters Score -241890.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -241902.812500 Penalty: 3784.949463
	Iteration 17Q: 3 clusters Score -241902.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -241921.890625 Penalty: 3784.949463
	Iteration 18Q: 3 clusters Score -241921.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -241938.640625 Penalty: 3784.949463
	Iteration 19Q: 3 clusters Score -241938.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -241951.593750 Penalty: 3784.949463
	Iteration 20F: 3 clusters Score -241951.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -241956.937500 Penalty: 3784.949463
	Iteration 21Q: 3 clusters Score -241956.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -241961.906250 Penalty: 3784.949463
	Iteration 22Q: 3 clusters Score -241961.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -241969.031250 Penalty: 3784.949463
	Iteration 23Q: 3 clusters Score -241969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -241975.546875 Penalty: 3784.949463
	Iteration 24Q: 3 clusters Score -241975.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -241982.937500 Penalty: 3784.949463
	Iteration 25Q: 3 clusters Score -241982.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -241989.812500 Penalty: 3784.949463
	Iteration 26Q: 3 clusters Score -241989.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -241993.906250 Penalty: 3784.949463
	Iteration 27Q: 3 clusters Score -241993.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -241998.687500 Penalty: 3784.949463
	Iteration 28Q: 3 clusters Score -241998.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -242005.031250 Penalty: 3784.949463
	Iteration 29Q: 3 clusters Score -242005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -242011.796875 Penalty: 3784.949463
	Iteration 30Q: 3 clusters Score -242011.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -242016.265625 Penalty: 3784.949463
	Iteration 31Q: 3 clusters Score -242016.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -242020.656250 Penalty: 3784.949463
	Iteration 32Q: 3 clusters Score -242020.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -242023.859375 Penalty: 3784.949463
	Iteration 33Q: 3 clusters Score -242023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -242027.046875 Penalty: 3784.949463
	Iteration 34Q: 3 clusters Score -242027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -242030.390625 Penalty: 3784.949463
	Iteration 35Q: 3 clusters Score -242030.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -242032.656250 Penalty: 3784.949463
	Iteration 36Q: 3 clusters Score -242032.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -242039.265625 Penalty: 3784.949463
	Iteration 37Q: 3 clusters Score -242039.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -242048.921875 Penalty: 3784.949463
	Iteration 38Q: 3 clusters Score -242048.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -242062.406250 Penalty: 3784.949463
	Iteration 39Q: 3 clusters Score -242062.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -242072.156250 Penalty: 3784.949463
	Iteration 40F: 3 clusters Score -242072.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -242077.437500 Penalty: 3784.949463
	Iteration 41Q: 3 clusters Score -242077.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -242080.406250 Penalty: 3784.949463
	Iteration 42Q: 3 clusters Score -242080.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -242081.265625 Penalty: 3784.949463
	Iteration 43Q: 3 clusters Score -242081.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -242081.265625 Penalty: 3784.949463
	Iteration 44F: 3 clusters Score -242081.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (232887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232887 members 
Entering Unmasked Estep 
Score: -28161368.000000 Penalty: 3064.860596
	Iteration 0F: 2 clusters Score -2.816137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116257 members 
Mstep: Class 2 contains 116630 members 
Entering Unmasked Estep 
Score: -28013270.000000 Penalty: 6129.721191
	Iteration 0F: 3 clusters Score -2.801327e+07 nChanged 112184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111643 members 
Mstep: Class 2 contains 121244 members 
Entering Unmasked Estep 
Score: -28079780.000000 Penalty: 6129.721191
	Iteration 1F: 3 clusters Score -2.807978e+07 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108241 members 
Mstep: Class 2 contains 124646 members 
Entering Unmasked Estep 
Score: -28081578.000000 Penalty: 6129.721191
	Iteration 2Q: 3 clusters Score -2.808158e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102890 members 
Mstep: Class 2 contains 129997 members 
Entering Unmasked Estep 
Score: -28084388.000000 Penalty: 6129.721191
	Iteration 3Q: 3 clusters Score -2.808439e+07 nChanged 11316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94770 members 
Mstep: Class 2 contains 138117 members 
Entering Unmasked Estep 
Score: -28089932.000000 Penalty: 6129.721191
	Iteration 4Q: 3 clusters Score -2.808993e+07 nChanged 14849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 149830 members 
Entering Unmasked Estep 
Score: -28098640.000000 Penalty: 6129.721191
	Iteration 5F: 3 clusters Score -2.809864e+07 nChanged 17516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68539 members 
Mstep: Class 2 contains 164348 members 
Entering Unmasked Estep 
Score: -28111302.000000 Penalty: 6129.721191
	Iteration 6F: 3 clusters Score -2.81113e+07 nChanged 17852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 179646 members 
Entering Unmasked Estep 
Score: -28125454.000000 Penalty: 6129.721191
	Iteration 7F: 3 clusters Score -2.812545e+07 nChanged 14930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 192506 members 
Entering Unmasked Estep 
Score: -28137622.000000 Penalty: 6129.721191
	Iteration 8F: 3 clusters Score -2.813762e+07 nChanged 10386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 201312 members 
Entering Unmasked Estep 
Score: -28145508.000000 Penalty: 6129.721191
	Iteration 9Q: 3 clusters Score -2.814551e+07 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 206916 members 
Entering Unmasked Estep 
Score: -28149802.000000 Penalty: 6129.721191
	Iteration 10Q: 3 clusters Score -2.81498e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 210889 members 
Entering Unmasked Estep 
Score: -28152680.000000 Penalty: 6129.721191
	Iteration 11Q: 3 clusters Score -2.815268e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 213930 members 
Entering Unmasked Estep 
Score: -28154376.000000 Penalty: 6129.721191
	Iteration 12Q: 3 clusters Score -2.815438e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 216425 members 
Entering Unmasked Estep 
Score: -28155768.000000 Penalty: 6129.721191
	Iteration 13Q: 3 clusters Score -2.815577e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 218539 members 
Entering Unmasked Estep 
Score: -28156558.000000 Penalty: 6129.721191
	Iteration 14Q: 3 clusters Score -2.815656e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 220315 members 
Entering Unmasked Estep 
Score: -28157334.000000 Penalty: 6129.721191
	Iteration 15Q: 3 clusters Score -2.815733e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 221782 members 
Entering Unmasked Estep 
Score: -28157906.000000 Penalty: 6129.721191
	Iteration 16Q: 3 clusters Score -2.815791e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 222959 members 
Entering Unmasked Estep 
Score: -28158264.000000 Penalty: 6129.721191
	Iteration 17Q: 3 clusters Score -2.815826e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 223906 members 
Entering Unmasked Estep 
Score: -28158638.000000 Penalty: 6129.721191
	Iteration 18Q: 3 clusters Score -2.815864e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 224718 members 
Entering Unmasked Estep 
Score: -28158792.000000 Penalty: 6129.721191
	Iteration 19Q: 3 clusters Score -2.815879e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 225379 members 
Entering Unmasked Estep 
Score: -28158854.000000 Penalty: 6129.721191
	Iteration 20F: 3 clusters Score -2.815885e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 225944 members 
Entering Unmasked Estep 
Score: -28158990.000000 Penalty: 6129.721191
	Iteration 21Q: 3 clusters Score -2.815899e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 226452 members 
Entering Unmasked Estep 
Score: -28159166.000000 Penalty: 6129.721191
	Iteration 22Q: 3 clusters Score -2.815917e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 226907 members 
Entering Unmasked Estep 
Score: -28159314.000000 Penalty: 6129.721191
	Iteration 23Q: 3 clusters Score -2.815931e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 227305 members 
Entering Unmasked Estep 
Score: -28159478.000000 Penalty: 6129.721191
	Iteration 24Q: 3 clusters Score -2.815948e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 227631 members 
Entering Unmasked Estep 
Score: -28159512.000000 Penalty: 6129.721191
	Iteration 25Q: 3 clusters Score -2.815951e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 227903 members 
Entering Unmasked Estep 
Score: -28159628.000000 Penalty: 6129.721191
	Iteration 26Q: 3 clusters Score -2.815963e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 228129 members 
Entering Unmasked Estep 
Score: -28159688.000000 Penalty: 6129.721191
	Iteration 27Q: 3 clusters Score -2.815969e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 228325 members 
Entering Unmasked Estep 
Score: -28159654.000000 Penalty: 6129.721191
	Iteration 28Q: 3 clusters Score -2.815965e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 228496 members 
Entering Unmasked Estep 
Score: -28159736.000000 Penalty: 6129.721191
	Iteration 29Q: 3 clusters Score -2.815974e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 228645 members 
Entering Unmasked Estep 
Score: -28159722.000000 Penalty: 6129.721191
	Iteration 30Q: 3 clusters Score -2.815972e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 228774 members 
Entering Unmasked Estep 
Score: -28159734.000000 Penalty: 6129.721191
	Iteration 31Q: 3 clusters Score -2.815973e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 228877 members 
Entering Unmasked Estep 
Score: -28159708.000000 Penalty: 6129.721191
	Iteration 32Q: 3 clusters Score -2.815971e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 228962 members 
Entering Unmasked Estep 
Score: -28159736.000000 Penalty: 6129.721191
	Iteration 33Q: 3 clusters Score -2.815974e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 229039 members 
Entering Unmasked Estep 
Score: -28159772.000000 Penalty: 6129.721191
	Iteration 34Q: 3 clusters Score -2.815977e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 229118 members 
Entering Unmasked Estep 
Score: -28159786.000000 Penalty: 6129.721191
	Iteration 35Q: 3 clusters Score -2.815979e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 229211 members 
Entering Unmasked Estep 
Score: -28159854.000000 Penalty: 6129.721191
	Iteration 36Q: 3 clusters Score -2.815985e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 229291 members 
Entering Unmasked Estep 
Score: -28159858.000000 Penalty: 6129.721191
	Iteration 37Q: 3 clusters Score -2.815986e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 229367 members 
Entering Unmasked Estep 
Score: -28159840.000000 Penalty: 6129.721191
	Iteration 38Q: 3 clusters Score -2.815984e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 229427 members 
Entering Unmasked Estep 
Score: -28159816.000000 Penalty: 6129.721191
	Iteration 39Q: 3 clusters Score -2.815982e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 229478 members 
Entering Unmasked Estep 
Score: -28159830.000000 Penalty: 6129.721191
	Iteration 40F: 3 clusters Score -2.815983e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 229529 members 
Entering Unmasked Estep 
Score: -28159828.000000 Penalty: 6129.721191
	Iteration 41Q: 3 clusters Score -2.815983e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 229578 members 
Entering Unmasked Estep 
Score: -28159846.000000 Penalty: 6129.721191
	Iteration 42Q: 3 clusters Score -2.815985e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 229617 members 
Entering Unmasked Estep 
Score: -28159862.000000 Penalty: 6129.721191
	Iteration 43Q: 3 clusters Score -2.815986e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 229653 members 
Entering Unmasked Estep 
Score: -28159860.000000 Penalty: 6129.721191
	Iteration 44Q: 3 clusters Score -2.815986e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 229689 members 
Entering Unmasked Estep 
Score: -28159870.000000 Penalty: 6129.721191
	Iteration 45Q: 3 clusters Score -2.815987e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 229720 members 
Entering Unmasked Estep 
Score: -28159868.000000 Penalty: 6129.721191
	Iteration 46Q: 3 clusters Score -2.815987e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 229748 members 
Entering Unmasked Estep 
Score: -28159868.000000 Penalty: 6129.721191
	Iteration 47Q: 3 clusters Score -2.815987e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 229777 members 
Entering Unmasked Estep 
Score: -28159912.000000 Penalty: 6129.721191
	Iteration 48Q: 3 clusters Score -2.815991e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 229800 members 
Entering Unmasked Estep 
Score: -28159920.000000 Penalty: 6129.721191
	Iteration 49Q: 3 clusters Score -2.815992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 229818 members 
Entering Unmasked Estep 
Score: -28159928.000000 Penalty: 6129.721191
	Iteration 50Q: 3 clusters Score -2.815993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 229836 members 
Entering Unmasked Estep 
Score: -28159948.000000 Penalty: 6129.721191
	Iteration 51Q: 3 clusters Score -2.815995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 229853 members 
Entering Unmasked Estep 
Score: -28159924.000000 Penalty: 6129.721191
	Iteration 52Q: 3 clusters Score -2.815992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 229866 members 
Entering Unmasked Estep 
Score: -28159928.000000 Penalty: 6129.721191
	Iteration 53Q: 3 clusters Score -2.815993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 229874 members 
Entering Unmasked Estep 
Score: -28159940.000000 Penalty: 6129.721191
	Iteration 54Q: 3 clusters Score -2.815994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 229882 members 
Entering Unmasked Estep 
Score: -28159932.000000 Penalty: 6129.721191
	Iteration 55Q: 3 clusters Score -2.815993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 229890 members 
Entering Unmasked Estep 
Score: -28159922.000000 Penalty: 6129.721191
	Iteration 56Q: 3 clusters Score -2.815992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 229894 members 
Entering Unmasked Estep 
Score: -28159904.000000 Penalty: 6129.721191
	Iteration 57Q: 3 clusters Score -2.81599e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 229900 members 
Entering Unmasked Estep 
Score: -28159910.000000 Penalty: 6129.721191
	Iteration 58Q: 3 clusters Score -2.815991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 229907 members 
Entering Unmasked Estep 
Score: -28159934.000000 Penalty: 6129.721191
	Iteration 59Q: 3 clusters Score -2.815993e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 229909 members 
Entering Unmasked Estep 
Score: -28159930.000000 Penalty: 6129.721191
	Iteration 60F: 3 clusters Score -2.815993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 229914 members 
Entering Unmasked Estep 
Score: -28159946.000000 Penalty: 6129.721191
	Iteration 61Q: 3 clusters Score -2.815995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 229917 members 
Entering Unmasked Estep 
Score: -28159956.000000 Penalty: 6129.721191
	Iteration 62Q: 3 clusters Score -2.815996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 229920 members 
Entering Unmasked Estep 
Score: -28159948.000000 Penalty: 6129.721191
	Iteration 63Q: 3 clusters Score -2.815995e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 229922 members 
Entering Unmasked Estep 
Score: -28159962.000000 Penalty: 6129.721191
	Iteration 64Q: 3 clusters Score -2.815996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 229923 members 
Entering Unmasked Estep 
Score: -28159942.000000 Penalty: 6129.721191
	Iteration 65Q: 3 clusters Score -2.815994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 229924 members 
Entering Unmasked Estep 
Score: -28159940.000000 Penalty: 6129.721191
	Iteration 66Q: 3 clusters Score -2.815994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 229925 members 
Entering Unmasked Estep 
Score: -28159946.000000 Penalty: 6129.721191
	Iteration 67Q: 3 clusters Score -2.815995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 229925 members 
Entering Unmasked Estep 
Score: -28159946.000000 Penalty: 6129.721191
	Iteration 68F: 3 clusters Score -2.815995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Entering Unmasked Estep 
Score: -337909.406250 Penalty: 1977.684204
	Iteration 0F: 2 clusters Score -337909.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -334717.281250 Penalty: 3955.368408
	Iteration 0F: 3 clusters Score -334717.3 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -335393.406250 Penalty: 3955.368408
	Iteration 1F: 3 clusters Score -335393.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -335546.500000 Penalty: 3955.368408
	Iteration 2F: 3 clusters Score -335546.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -335643.375000 Penalty: 3955.368408
	Iteration 3Q: 3 clusters Score -335643.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -335708.718750 Penalty: 3955.368408
	Iteration 4Q: 3 clusters Score -335708.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -335758.281250 Penalty: 3955.368408
	Iteration 5Q: 3 clusters Score -335758.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -335798.281250 Penalty: 3955.368408
	Iteration 6Q: 3 clusters Score -335798.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -335855.718750 Penalty: 3955.368408
	Iteration 7Q: 3 clusters Score -335855.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -335919.500000 Penalty: 3955.368408
	Iteration 8Q: 3 clusters Score -335919.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -335988.625000 Penalty: 3955.368408
	Iteration 9Q: 3 clusters Score -335988.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -336041.000000 Penalty: 3955.368408
	Iteration 10Q: 3 clusters Score -336041 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -336093.843750 Penalty: 3955.368408
	Iteration 11Q: 3 clusters Score -336093.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -336144.843750 Penalty: 3955.368408
	Iteration 12Q: 3 clusters Score -336144.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -336185.187500 Penalty: 3955.368408
	Iteration 13Q: 3 clusters Score -336185.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -336216.500000 Penalty: 3955.368408
	Iteration 14Q: 3 clusters Score -336216.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -336247.843750 Penalty: 3955.368408
	Iteration 15Q: 3 clusters Score -336247.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -336290.125000 Penalty: 3955.368408
	Iteration 16Q: 3 clusters Score -336290.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -336321.406250 Penalty: 3955.368408
	Iteration 17Q: 3 clusters Score -336321.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -336337.812500 Penalty: 3955.368408
	Iteration 18Q: 3 clusters Score -336337.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -336352.875000 Penalty: 3955.368408
	Iteration 19Q: 3 clusters Score -336352.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -336365.750000 Penalty: 3955.368408
	Iteration 20F: 3 clusters Score -336365.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -336380.437500 Penalty: 3955.368408
	Iteration 21Q: 3 clusters Score -336380.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -336393.093750 Penalty: 3955.368408
	Iteration 22Q: 3 clusters Score -336393.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -336407.406250 Penalty: 3955.368408
	Iteration 23Q: 3 clusters Score -336407.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -336420.562500 Penalty: 3955.368408
	Iteration 24Q: 3 clusters Score -336420.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -336431.250000 Penalty: 3955.368408
	Iteration 25Q: 3 clusters Score -336431.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -336439.875000 Penalty: 3955.368408
	Iteration 26Q: 3 clusters Score -336439.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -336448.375000 Penalty: 3955.368408
	Iteration 27Q: 3 clusters Score -336448.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -336461.187500 Penalty: 3955.368408
	Iteration 28Q: 3 clusters Score -336461.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -336471.750000 Penalty: 3955.368408
	Iteration 29Q: 3 clusters Score -336471.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -336476.125000 Penalty: 3955.368408
	Iteration 30Q: 3 clusters Score -336476.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -336480.593750 Penalty: 3955.368408
	Iteration 31Q: 3 clusters Score -336480.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -336490.125000 Penalty: 3955.368408
	Iteration 32Q: 3 clusters Score -336490.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -336495.593750 Penalty: 3955.368408
	Iteration 33Q: 3 clusters Score -336495.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -336499.875000 Penalty: 3955.368408
	Iteration 34Q: 3 clusters Score -336499.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -336502.593750 Penalty: 3955.368408
	Iteration 35Q: 3 clusters Score -336502.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -336506.812500 Penalty: 3955.368408
	Iteration 36Q: 3 clusters Score -336506.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -336512.062500 Penalty: 3955.368408
	Iteration 37Q: 3 clusters Score -336512.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -336516.812500 Penalty: 3955.368408
	Iteration 38Q: 3 clusters Score -336516.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -336522.750000 Penalty: 3955.368408
	Iteration 39Q: 3 clusters Score -336522.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -336535.187500 Penalty: 3955.368408
	Iteration 40F: 3 clusters Score -336535.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -336552.750000 Penalty: 3955.368408
	Iteration 41Q: 3 clusters Score -336552.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -336572.250000 Penalty: 3955.368408
	Iteration 42Q: 3 clusters Score -336572.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -336596.906250 Penalty: 3955.368408
	Iteration 43Q: 3 clusters Score -336596.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -336612.718750 Penalty: 3955.368408
	Iteration 44Q: 3 clusters Score -336612.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -336626.812500 Penalty: 3955.368408
	Iteration 45Q: 3 clusters Score -336626.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -336634.250000 Penalty: 3955.368408
	Iteration 46Q: 3 clusters Score -336634.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -336641.843750 Penalty: 3955.368408
	Iteration 47Q: 3 clusters Score -336641.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -336648.312500 Penalty: 3955.368408
	Iteration 48Q: 3 clusters Score -336648.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -336650.937500 Penalty: 3955.368408
	Iteration 49Q: 3 clusters Score -336650.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -336652.937500 Penalty: 3955.368408
	Iteration 50Q: 3 clusters Score -336652.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -336656.156250 Penalty: 3955.368408
	Iteration 51Q: 3 clusters Score -336656.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -336658.125000 Penalty: 3955.368408
	Iteration 52Q: 3 clusters Score -336658.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -336658.125000 Penalty: 3955.368408
	Iteration 53F: 3 clusters Score -336658.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Entering Unmasked Estep 
Score: -2954525.750000 Penalty: 2523.542236
	Iteration 0F: 2 clusters Score -2954526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2936513.000000 Penalty: 5047.084473
	Iteration 0F: 3 clusters Score -2936513 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -2943550.250000 Penalty: 5047.084473
	Iteration 1F: 3 clusters Score -2943550 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2944667.000000 Penalty: 5047.084473
	Iteration 2F: 3 clusters Score -2944667 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -2946010.750000 Penalty: 5047.084473
	Iteration 3F: 3 clusters Score -2946011 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2947380.000000 Penalty: 5047.084473
	Iteration 4F: 3 clusters Score -2947380 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2948669.750000 Penalty: 5047.084473
	Iteration 5F: 3 clusters Score -2948670 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2949759.000000 Penalty: 5047.084473
	Iteration 6F: 3 clusters Score -2949759 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2950672.500000 Penalty: 5047.084473
	Iteration 7F: 3 clusters Score -2950672 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2951356.000000 Penalty: 5047.084473
	Iteration 8Q: 3 clusters Score -2951356 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2951860.000000 Penalty: 5047.084473
	Iteration 9Q: 3 clusters Score -2951860 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2952349.500000 Penalty: 5047.084473
	Iteration 10Q: 3 clusters Score -2952350 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2952831.250000 Penalty: 5047.084473
	Iteration 11Q: 3 clusters Score -2952831 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2953320.750000 Penalty: 5047.084473
	Iteration 12Q: 3 clusters Score -2953321 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2953735.500000 Penalty: 5047.084473
	Iteration 13Q: 3 clusters Score -2953736 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2954133.250000 Penalty: 5047.084473
	Iteration 14Q: 3 clusters Score -2954133 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2954440.750000 Penalty: 5047.084473
	Iteration 15Q: 3 clusters Score -2954441 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2954684.750000 Penalty: 5047.084473
	Iteration 16Q: 3 clusters Score -2954685 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2954839.250000 Penalty: 5047.084473
	Iteration 17Q: 3 clusters Score -2954839 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2954942.750000 Penalty: 5047.084473
	Iteration 18Q: 3 clusters Score -2954943 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -2955033.750000 Penalty: 5047.084473
	Iteration 19Q: 3 clusters Score -2955034 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2955114.750000 Penalty: 5047.084473
	Iteration 20F: 3 clusters Score -2955115 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2955173.000000 Penalty: 5047.084473
	Iteration 21Q: 3 clusters Score -2955173 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2955217.750000 Penalty: 5047.084473
	Iteration 22Q: 3 clusters Score -2955218 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2955258.500000 Penalty: 5047.084473
	Iteration 23Q: 3 clusters Score -2955258 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2955289.250000 Penalty: 5047.084473
	Iteration 24Q: 3 clusters Score -2955289 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2955295.500000 Penalty: 5047.084473
	Iteration 25Q: 3 clusters Score -2955296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2955311.500000 Penalty: 5047.084473
	Iteration 26Q: 3 clusters Score -2955312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2955312.500000 Penalty: 5047.084473
	Iteration 27Q: 3 clusters Score -2955312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -2955319.750000 Penalty: 5047.084473
	Iteration 28Q: 3 clusters Score -2955320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2955327.000000 Penalty: 5047.084473
	Iteration 29Q: 3 clusters Score -2955327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2955318.750000 Penalty: 5047.084473
	Iteration 30Q: 3 clusters Score -2955319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -2955314.500000 Penalty: 5047.084473
	Iteration 31Q: 3 clusters Score -2955314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2955321.000000 Penalty: 5047.084473
	Iteration 32Q: 3 clusters Score -2955321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2955316.500000 Penalty: 5047.084473
	Iteration 33Q: 3 clusters Score -2955316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2955320.000000 Penalty: 5047.084473
	Iteration 34Q: 3 clusters Score -2955320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2955327.250000 Penalty: 5047.084473
	Iteration 35Q: 3 clusters Score -2955327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2955330.000000 Penalty: 5047.084473
	Iteration 36Q: 3 clusters Score -2955330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2955330.250000 Penalty: 5047.084473
	Iteration 37Q: 3 clusters Score -2955330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2955328.500000 Penalty: 5047.084473
	Iteration 38Q: 3 clusters Score -2955328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -2955329.250000 Penalty: 5047.084473
	Iteration 39Q: 3 clusters Score -2955329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2955327.750000 Penalty: 5047.084473
	Iteration 40F: 3 clusters Score -2955328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -2955322.250000 Penalty: 5047.084473
	Iteration 41Q: 3 clusters Score -2955322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2955323.750000 Penalty: 5047.084473
	Iteration 42Q: 3 clusters Score -2955324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -2955328.000000 Penalty: 5047.084473
	Iteration 43Q: 3 clusters Score -2955328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2955329.000000 Penalty: 5047.084473
	Iteration 44Q: 3 clusters Score -2955329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -2955331.750000 Penalty: 5047.084473
	Iteration 45Q: 3 clusters Score -2955332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2955329.000000 Penalty: 5047.084473
	Iteration 46Q: 3 clusters Score -2955329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2955329.000000 Penalty: 5047.084473
	Iteration 47F: 3 clusters Score -2955329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263244 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 227806 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232887 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 5055 members 
Mstep: Class 13 contains 183468 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20133 members 
Mstep: Class 18 contains 59213 members 
Mstep: Class 19 contains 45289 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3847 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2981 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7280 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31536 members 
Mstep: Class 30 contains 7402 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23770 members 
Mstep: Class 34 contains 21199 members 
Entering Unmasked Estep 
Score: -148028256.000000 Penalty: 118343.976562
Splitting cluster 12 changes total score from -148028416.000000 to -148028256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (183468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183468 members 
Entering Unmasked Estep 
Score: -22357464.000000 Penalty: 3005.709473
	Iteration 0F: 2 clusters Score -2.235746e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91689 members 
Mstep: Class 2 contains 91779 members 
Entering Unmasked Estep 
Score: -22235826.000000 Penalty: 6011.418945
	Iteration 0F: 3 clusters Score -2.223583e+07 nChanged 88090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91147 members 
Mstep: Class 2 contains 92321 members 
Entering Unmasked Estep 
Score: -22286912.000000 Penalty: 6011.418945
	Iteration 1F: 3 clusters Score -2.228691e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90969 members 
Mstep: Class 2 contains 92499 members 
Entering Unmasked Estep 
Score: -22287748.000000 Penalty: 6011.418945
	Iteration 2Q: 3 clusters Score -2.228775e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90687 members 
Mstep: Class 2 contains 92781 members 
Entering Unmasked Estep 
Score: -22288522.000000 Penalty: 6011.418945
	Iteration 3Q: 3 clusters Score -2.228852e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90336 members 
Mstep: Class 2 contains 93132 members 
Entering Unmasked Estep 
Score: -22289370.000000 Penalty: 6011.418945
	Iteration 4Q: 3 clusters Score -2.228937e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89652 members 
Mstep: Class 2 contains 93816 members 
Entering Unmasked Estep 
Score: -22290212.000000 Penalty: 6011.418945
	Iteration 5Q: 3 clusters Score -2.229021e+07 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88685 members 
Mstep: Class 2 contains 94783 members 
Entering Unmasked Estep 
Score: -22291306.000000 Penalty: 6011.418945
	Iteration 6Q: 3 clusters Score -2.229131e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87271 members 
Mstep: Class 2 contains 96197 members 
Entering Unmasked Estep 
Score: -22293078.000000 Penalty: 6011.418945
	Iteration 7Q: 3 clusters Score -2.229308e+07 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85184 members 
Mstep: Class 2 contains 98284 members 
Entering Unmasked Estep 
Score: -22295932.000000 Penalty: 6011.418945
	Iteration 8Q: 3 clusters Score -2.229593e+07 nChanged 8227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82497 members 
Mstep: Class 2 contains 100971 members 
Entering Unmasked Estep 
Score: -22300076.000000 Penalty: 6011.418945
	Iteration 9Q: 3 clusters Score -2.230008e+07 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 104103 members 
Entering Unmasked Estep 
Score: -22306556.000000 Penalty: 6011.418945
	Iteration 10F: 3 clusters Score -2.230656e+07 nChanged 11504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76699 members 
Mstep: Class 2 contains 106769 members 
Entering Unmasked Estep 
Score: -22315774.000000 Penalty: 6011.418945
	Iteration 11F: 3 clusters Score -2.231577e+07 nChanged 12055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75192 members 
Mstep: Class 2 contains 108276 members 
Entering Unmasked Estep 
Score: -22325622.000000 Penalty: 6011.418945
	Iteration 12F: 3 clusters Score -2.232562e+07 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75045 members 
Mstep: Class 2 contains 108423 members 
Entering Unmasked Estep 
Score: -22333202.000000 Penalty: 6011.418945
	Iteration 13F: 3 clusters Score -2.23332e+07 nChanged 7983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75630 members 
Mstep: Class 2 contains 107838 members 
Entering Unmasked Estep 
Score: -22338302.000000 Penalty: 6011.418945
	Iteration 14Q: 3 clusters Score -2.23383e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 106996 members 
Entering Unmasked Estep 
Score: -22342158.000000 Penalty: 6011.418945
	Iteration 15Q: 3 clusters Score -2.234216e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77397 members 
Mstep: Class 2 contains 106071 members 
Entering Unmasked Estep 
Score: -22345470.000000 Penalty: 6011.418945
	Iteration 16Q: 3 clusters Score -2.234547e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78187 members 
Mstep: Class 2 contains 105281 members 
Entering Unmasked Estep 
Score: -22347922.000000 Penalty: 6011.418945
	Iteration 17Q: 3 clusters Score -2.234792e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78864 members 
Mstep: Class 2 contains 104604 members 
Entering Unmasked Estep 
Score: -22349672.000000 Penalty: 6011.418945
	Iteration 18Q: 3 clusters Score -2.234967e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79484 members 
Mstep: Class 2 contains 103984 members 
Entering Unmasked Estep 
Score: -22350690.000000 Penalty: 6011.418945
	Iteration 19Q: 3 clusters Score -2.235069e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79941 members 
Mstep: Class 2 contains 103527 members 
Entering Unmasked Estep 
Score: -22351182.000000 Penalty: 6011.418945
	Iteration 20F: 3 clusters Score -2.235118e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80283 members 
Mstep: Class 2 contains 103185 members 
Entering Unmasked Estep 
Score: -22351418.000000 Penalty: 6011.418945
	Iteration 21Q: 3 clusters Score -2.235142e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80563 members 
Mstep: Class 2 contains 102905 members 
Entering Unmasked Estep 
Score: -22351650.000000 Penalty: 6011.418945
	Iteration 22Q: 3 clusters Score -2.235165e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80788 members 
Mstep: Class 2 contains 102680 members 
Entering Unmasked Estep 
Score: -22351808.000000 Penalty: 6011.418945
	Iteration 23Q: 3 clusters Score -2.235181e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80999 members 
Mstep: Class 2 contains 102469 members 
Entering Unmasked Estep 
Score: -22351910.000000 Penalty: 6011.418945
	Iteration 24Q: 3 clusters Score -2.235191e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81197 members 
Mstep: Class 2 contains 102271 members 
Entering Unmasked Estep 
Score: -22351948.000000 Penalty: 6011.418945
	Iteration 25Q: 3 clusters Score -2.235195e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81344 members 
Mstep: Class 2 contains 102124 members 
Entering Unmasked Estep 
Score: -22351958.000000 Penalty: 6011.418945
	Iteration 26Q: 3 clusters Score -2.235196e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81480 members 
Mstep: Class 2 contains 101988 members 
Entering Unmasked Estep 
Score: -22352000.000000 Penalty: 6011.418945
	Iteration 27Q: 3 clusters Score -2.2352e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81591 members 
Mstep: Class 2 contains 101877 members 
Entering Unmasked Estep 
Score: -22352014.000000 Penalty: 6011.418945
	Iteration 28Q: 3 clusters Score -2.235201e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81697 members 
Mstep: Class 2 contains 101771 members 
Entering Unmasked Estep 
Score: -22352030.000000 Penalty: 6011.418945
	Iteration 29Q: 3 clusters Score -2.235203e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Mstep: Class 2 contains 101670 members 
Entering Unmasked Estep 
Score: -22352054.000000 Penalty: 6011.418945
	Iteration 30Q: 3 clusters Score -2.235205e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81886 members 
Mstep: Class 2 contains 101582 members 
Entering Unmasked Estep 
Score: -22352058.000000 Penalty: 6011.418945
	Iteration 31Q: 3 clusters Score -2.235206e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 101494 members 
Entering Unmasked Estep 
Score: -22352060.000000 Penalty: 6011.418945
	Iteration 32Q: 3 clusters Score -2.235206e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 101413 members 
Entering Unmasked Estep 
Score: -22352066.000000 Penalty: 6011.418945
	Iteration 33Q: 3 clusters Score -2.235207e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82130 members 
Mstep: Class 2 contains 101338 members 
Entering Unmasked Estep 
Score: -22352050.000000 Penalty: 6011.418945
	Iteration 34Q: 3 clusters Score -2.235205e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 101260 members 
Entering Unmasked Estep 
Score: -22352070.000000 Penalty: 6011.418945
	Iteration 35Q: 3 clusters Score -2.235207e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 101182 members 
Entering Unmasked Estep 
Score: -22352072.000000 Penalty: 6011.418945
	Iteration 36Q: 3 clusters Score -2.235207e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82345 members 
Mstep: Class 2 contains 101123 members 
Entering Unmasked Estep 
Score: -22352092.000000 Penalty: 6011.418945
	Iteration 37Q: 3 clusters Score -2.235209e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82385 members 
Mstep: Class 2 contains 101083 members 
Entering Unmasked Estep 
Score: -22352106.000000 Penalty: 6011.418945
	Iteration 38Q: 3 clusters Score -2.235211e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 101047 members 
Entering Unmasked Estep 
Score: -22352084.000000 Penalty: 6011.418945
	Iteration 39Q: 3 clusters Score -2.235208e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82471 members 
Mstep: Class 2 contains 100997 members 
Entering Unmasked Estep 
Score: -22352086.000000 Penalty: 6011.418945
	Iteration 40F: 3 clusters Score -2.235209e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82526 members 
Mstep: Class 2 contains 100942 members 
Entering Unmasked Estep 
Score: -22352110.000000 Penalty: 6011.418945
	Iteration 41Q: 3 clusters Score -2.235211e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82584 members 
Mstep: Class 2 contains 100884 members 
Entering Unmasked Estep 
Score: -22352080.000000 Penalty: 6011.418945
	Iteration 42Q: 3 clusters Score -2.235208e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82631 members 
Mstep: Class 2 contains 100837 members 
Entering Unmasked Estep 
Score: -22352074.000000 Penalty: 6011.418945
	Iteration 43Q: 3 clusters Score -2.235207e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82673 members 
Mstep: Class 2 contains 100795 members 
Entering Unmasked Estep 
Score: -22352108.000000 Penalty: 6011.418945
	Iteration 44Q: 3 clusters Score -2.235211e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82706 members 
Mstep: Class 2 contains 100762 members 
Entering Unmasked Estep 
Score: -22352100.000000 Penalty: 6011.418945
	Iteration 45Q: 3 clusters Score -2.23521e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82742 members 
Mstep: Class 2 contains 100726 members 
Entering Unmasked Estep 
Score: -22352086.000000 Penalty: 6011.418945
	Iteration 46Q: 3 clusters Score -2.235209e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82765 members 
Mstep: Class 2 contains 100703 members 
Entering Unmasked Estep 
Score: -22352070.000000 Penalty: 6011.418945
	Iteration 47Q: 3 clusters Score -2.235207e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82787 members 
Mstep: Class 2 contains 100681 members 
Entering Unmasked Estep 
Score: -22352076.000000 Penalty: 6011.418945
	Iteration 48Q: 3 clusters Score -2.235208e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82801 members 
Mstep: Class 2 contains 100667 members 
Entering Unmasked Estep 
Score: -22352066.000000 Penalty: 6011.418945
	Iteration 49Q: 3 clusters Score -2.235207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82815 members 
Mstep: Class 2 contains 100653 members 
Entering Unmasked Estep 
Score: -22352066.000000 Penalty: 6011.418945
	Iteration 50Q: 3 clusters Score -2.235207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82826 members 
Mstep: Class 2 contains 100642 members 
Entering Unmasked Estep 
Score: -22352064.000000 Penalty: 6011.418945
	Iteration 51Q: 3 clusters Score -2.235206e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82839 members 
Mstep: Class 2 contains 100629 members 
Entering Unmasked Estep 
Score: -22352050.000000 Penalty: 6011.418945
	Iteration 52Q: 3 clusters Score -2.235205e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82852 members 
Mstep: Class 2 contains 100616 members 
Entering Unmasked Estep 
Score: -22352042.000000 Penalty: 6011.418945
	Iteration 53Q: 3 clusters Score -2.235204e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82861 members 
Mstep: Class 2 contains 100607 members 
Entering Unmasked Estep 
Score: -22352042.000000 Penalty: 6011.418945
	Iteration 54Q: 3 clusters Score -2.235204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82869 members 
Mstep: Class 2 contains 100599 members 
Entering Unmasked Estep 
Score: -22352032.000000 Penalty: 6011.418945
	Iteration 55Q: 3 clusters Score -2.235203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82872 members 
Mstep: Class 2 contains 100596 members 
Entering Unmasked Estep 
Score: -22352036.000000 Penalty: 6011.418945
	Iteration 56Q: 3 clusters Score -2.235204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82877 members 
Mstep: Class 2 contains 100591 members 
Entering Unmasked Estep 
Score: -22352042.000000 Penalty: 6011.418945
	Iteration 57Q: 3 clusters Score -2.235204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 100584 members 
Entering Unmasked Estep 
Score: -22352048.000000 Penalty: 6011.418945
	Iteration 58Q: 3 clusters Score -2.235205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82893 members 
Mstep: Class 2 contains 100575 members 
Entering Unmasked Estep 
Score: -22352048.000000 Penalty: 6011.418945
	Iteration 59Q: 3 clusters Score -2.235205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82898 members 
Mstep: Class 2 contains 100570 members 
Entering Unmasked Estep 
Score: -22352050.000000 Penalty: 6011.418945
	Iteration 60F: 3 clusters Score -2.235205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82906 members 
Mstep: Class 2 contains 100562 members 
Entering Unmasked Estep 
Score: -22352030.000000 Penalty: 6011.418945
	Iteration 61Q: 3 clusters Score -2.235203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82917 members 
Mstep: Class 2 contains 100551 members 
Entering Unmasked Estep 
Score: -22352052.000000 Penalty: 6011.418945
	Iteration 62Q: 3 clusters Score -2.235205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82923 members 
Mstep: Class 2 contains 100545 members 
Entering Unmasked Estep 
Score: -22352040.000000 Penalty: 6011.418945
	Iteration 63Q: 3 clusters Score -2.235204e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82932 members 
Mstep: Class 2 contains 100536 members 
Entering Unmasked Estep 
Score: -22352052.000000 Penalty: 6011.418945
	Iteration 64Q: 3 clusters Score -2.235205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82941 members 
Mstep: Class 2 contains 100527 members 
Entering Unmasked Estep 
Score: -22352044.000000 Penalty: 6011.418945
	Iteration 65Q: 3 clusters Score -2.235204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82948 members 
Mstep: Class 2 contains 100520 members 
Entering Unmasked Estep 
Score: -22352048.000000 Penalty: 6011.418945
	Iteration 66Q: 3 clusters Score -2.235205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82955 members 
Mstep: Class 2 contains 100513 members 
Entering Unmasked Estep 
Score: -22352052.000000 Penalty: 6011.418945
	Iteration 67Q: 3 clusters Score -2.235205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82964 members 
Mstep: Class 2 contains 100504 members 
Entering Unmasked Estep 
Score: -22352056.000000 Penalty: 6011.418945
	Iteration 68Q: 3 clusters Score -2.235206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82970 members 
Mstep: Class 2 contains 100498 members 
Entering Unmasked Estep 
Score: -22352038.000000 Penalty: 6011.418945
	Iteration 69Q: 3 clusters Score -2.235204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82976 members 
Mstep: Class 2 contains 100492 members 
Entering Unmasked Estep 
Score: -22352040.000000 Penalty: 6011.418945
	Iteration 70Q: 3 clusters Score -2.235204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82980 members 
Mstep: Class 2 contains 100488 members 
Entering Unmasked Estep 
Score: -22352048.000000 Penalty: 6011.418945
	Iteration 71Q: 3 clusters Score -2.235205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82985 members 
Mstep: Class 2 contains 100483 members 
Entering Unmasked Estep 
Score: -22352042.000000 Penalty: 6011.418945
	Iteration 72Q: 3 clusters Score -2.235204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82991 members 
Mstep: Class 2 contains 100477 members 
Entering Unmasked Estep 
Score: -22352034.000000 Penalty: 6011.418945
	Iteration 73Q: 3 clusters Score -2.235203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82996 members 
Mstep: Class 2 contains 100472 members 
Entering Unmasked Estep 
Score: -22352050.000000 Penalty: 6011.418945
	Iteration 74Q: 3 clusters Score -2.235205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83001 members 
Mstep: Class 2 contains 100467 members 
Entering Unmasked Estep 
Score: -22352050.000000 Penalty: 6011.418945
	Iteration 75Q: 3 clusters Score -2.235205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83004 members 
Mstep: Class 2 contains 100464 members 
Entering Unmasked Estep 
Score: -22352052.000000 Penalty: 6011.418945
	Iteration 76Q: 3 clusters Score -2.235205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 100460 members 
Entering Unmasked Estep 
Score: -22352044.000000 Penalty: 6011.418945
	Iteration 77Q: 3 clusters Score -2.235204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83008 members 
Mstep: Class 2 contains 100460 members 
Entering Unmasked Estep 
Score: -22352044.000000 Penalty: 6011.418945
	Iteration 78F: 3 clusters Score -2.235204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -46718.007812 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -46718.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45245.046875 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -45245.05 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45512.054688 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -45512.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45624.976562 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -45624.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45723.757812 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -45723.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45797.078125 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -45797.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45863.945312 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -45863.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -45926.437500 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -45926.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46008.324219 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -46008.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46056.625000 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -46056.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46081.082031 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -46081.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46104.582031 Penalty: 3050.698975
	Iteration 10Q: 3 clusters Score -46104.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46145.257812 Penalty: 3050.698975
	Iteration 11Q: 3 clusters Score -46145.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46175.949219 Penalty: 3050.698975
	Iteration 12Q: 3 clusters Score -46175.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46193.761719 Penalty: 3050.698975
	Iteration 13Q: 3 clusters Score -46193.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46203.941406 Penalty: 3050.698975
	Iteration 14Q: 3 clusters Score -46203.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46208.898438 Penalty: 3050.698975
	Iteration 15Q: 3 clusters Score -46208.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46211.824219 Penalty: 3050.698975
	Iteration 16Q: 3 clusters Score -46211.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46221.718750 Penalty: 3050.698975
	Iteration 17Q: 3 clusters Score -46221.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46229.613281 Penalty: 3050.698975
	Iteration 18Q: 3 clusters Score -46229.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46231.574219 Penalty: 3050.698975
	Iteration 19Q: 3 clusters Score -46231.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46235.324219 Penalty: 3050.698975
	Iteration 20F: 3 clusters Score -46235.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46245.769531 Penalty: 3050.698975
	Iteration 21Q: 3 clusters Score -46245.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46249.929688 Penalty: 3050.698975
	Iteration 22Q: 3 clusters Score -46249.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46249.929688 Penalty: 3050.698975
	Iteration 23F: 3 clusters Score -46249.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Entering Unmasked Estep 
Score: -6396831.000000 Penalty: 2699.662109
	Iteration 0F: 2 clusters Score -6396831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -6360802.000000 Penalty: 5399.324219
	Iteration 0F: 3 clusters Score -6360802 nChanged 24788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -6374552.500000 Penalty: 5399.324219
	Iteration 1F: 3 clusters Score -6374552 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -6375052.000000 Penalty: 5399.324219
	Iteration 2Q: 3 clusters Score -6375052 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -6375576.000000 Penalty: 5399.324219
	Iteration 3Q: 3 clusters Score -6375576 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -6376008.000000 Penalty: 5399.324219
	Iteration 4Q: 3 clusters Score -6376008 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -6376615.500000 Penalty: 5399.324219
	Iteration 5Q: 3 clusters Score -6376616 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -6377430.000000 Penalty: 5399.324219
	Iteration 6Q: 3 clusters Score -6377430 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -6378653.500000 Penalty: 5399.324219
	Iteration 7Q: 3 clusters Score -6378654 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -6380734.500000 Penalty: 5399.324219
	Iteration 8F: 3 clusters Score -6380734 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -6383837.500000 Penalty: 5399.324219
	Iteration 9F: 3 clusters Score -6383838 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -6387198.500000 Penalty: 5399.324219
	Iteration 10F: 3 clusters Score -6387198 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -6389773.500000 Penalty: 5399.324219
	Iteration 11F: 3 clusters Score -6389774 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -6391302.500000 Penalty: 5399.324219
	Iteration 12Q: 3 clusters Score -6391302 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -6392247.000000 Penalty: 5399.324219
	Iteration 13Q: 3 clusters Score -6392247 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -6392857.000000 Penalty: 5399.324219
	Iteration 14Q: 3 clusters Score -6392857 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -6393342.500000 Penalty: 5399.324219
	Iteration 15Q: 3 clusters Score -6393342 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -6393759.000000 Penalty: 5399.324219
	Iteration 16Q: 3 clusters Score -6393759 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -6394013.500000 Penalty: 5399.324219
	Iteration 17Q: 3 clusters Score -6394014 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -6394138.000000 Penalty: 5399.324219
	Iteration 18Q: 3 clusters Score -6394138 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -6394219.000000 Penalty: 5399.324219
	Iteration 19Q: 3 clusters Score -6394219 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -6394287.000000 Penalty: 5399.324219
	Iteration 20F: 3 clusters Score -6394287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -6394319.500000 Penalty: 5399.324219
	Iteration 21Q: 3 clusters Score -6394320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -6394352.500000 Penalty: 5399.324219
	Iteration 22Q: 3 clusters Score -6394352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -6394372.000000 Penalty: 5399.324219
	Iteration 23Q: 3 clusters Score -6394372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 53085 members 
Entering Unmasked Estep 
Score: -6394396.500000 Penalty: 5399.324219
	Iteration 24Q: 3 clusters Score -6394396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -6394418.000000 Penalty: 5399.324219
	Iteration 25Q: 3 clusters Score -6394418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -6394428.000000 Penalty: 5399.324219
	Iteration 26Q: 3 clusters Score -6394428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 53104 members 
Entering Unmasked Estep 
Score: -6394449.000000 Penalty: 5399.324219
	Iteration 27Q: 3 clusters Score -6394449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 53106 members 
Entering Unmasked Estep 
Score: -6394453.500000 Penalty: 5399.324219
	Iteration 28Q: 3 clusters Score -6394454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 53107 members 
Entering Unmasked Estep 
Score: -6394451.500000 Penalty: 5399.324219
	Iteration 29Q: 3 clusters Score -6394452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 53108 members 
Entering Unmasked Estep 
Score: -6394457.000000 Penalty: 5399.324219
	Iteration 30Q: 3 clusters Score -6394457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 53110 members 
Entering Unmasked Estep 
Score: -6394458.000000 Penalty: 5399.324219
	Iteration 31Q: 3 clusters Score -6394458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 53112 members 
Entering Unmasked Estep 
Score: -6394453.500000 Penalty: 5399.324219
	Iteration 32Q: 3 clusters Score -6394454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -6394460.000000 Penalty: 5399.324219
	Iteration 33Q: 3 clusters Score -6394460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -6394470.000000 Penalty: 5399.324219
	Iteration 34Q: 3 clusters Score -6394470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -6394471.000000 Penalty: 5399.324219
	Iteration 35Q: 3 clusters Score -6394471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
Score: -6394471.500000 Penalty: 5399.324219
	Iteration 36Q: 3 clusters Score -6394472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -6394475.000000 Penalty: 5399.324219
	Iteration 37Q: 3 clusters Score -6394475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 53118 members 
Entering Unmasked Estep 
Score: -6394475.000000 Penalty: 5399.324219
	Iteration 38F: 3 clusters Score -6394475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -31089.164062 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -31089.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29848.759766 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -29848.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -29926.318359 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -29926.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29950.275391 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -29950.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29964.505859 Penalty: 2760.002197
	Iteration 3Q: 3 clusters Score -29964.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29973.003906 Penalty: 2760.002197
	Iteration 4Q: 3 clusters Score -29973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29983.257812 Penalty: 2760.002197
	Iteration 5Q: 3 clusters Score -29983.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29983.257812 Penalty: 2760.002197
	Iteration 6F: 3 clusters Score -29983.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Entering Unmasked Estep 
Score: -2349219.250000 Penalty: 2457.708496
	Iteration 0F: 2 clusters Score -2349219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2335039.000000 Penalty: 4915.416992
	Iteration 0F: 3 clusters Score -2335039 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2339891.250000 Penalty: 4915.416992
	Iteration 1F: 3 clusters Score -2339891 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2340453.250000 Penalty: 4915.416992
	Iteration 2F: 3 clusters Score -2340453 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2341024.250000 Penalty: 4915.416992
	Iteration 3F: 3 clusters Score -2341024 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2341555.750000 Penalty: 4915.416992
	Iteration 4F: 3 clusters Score -2341556 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -2342108.500000 Penalty: 4915.416992
	Iteration 5F: 3 clusters Score -2342108 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2342665.750000 Penalty: 4915.416992
	Iteration 6F: 3 clusters Score -2342666 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2343226.750000 Penalty: 4915.416992
	Iteration 7Q: 3 clusters Score -2343227 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2343784.750000 Penalty: 4915.416992
	Iteration 8Q: 3 clusters Score -2343785 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2344268.250000 Penalty: 4915.416992
	Iteration 9Q: 3 clusters Score -2344268 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2344634.000000 Penalty: 4915.416992
	Iteration 10Q: 3 clusters Score -2344634 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2344901.500000 Penalty: 4915.416992
	Iteration 11Q: 3 clusters Score -2344902 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2345118.750000 Penalty: 4915.416992
	Iteration 12Q: 3 clusters Score -2345119 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2345329.250000 Penalty: 4915.416992
	Iteration 13Q: 3 clusters Score -2345329 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2345498.250000 Penalty: 4915.416992
	Iteration 14Q: 3 clusters Score -2345498 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -2345651.500000 Penalty: 4915.416992
	Iteration 15Q: 3 clusters Score -2345652 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2345792.250000 Penalty: 4915.416992
	Iteration 16Q: 3 clusters Score -2345792 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2345932.750000 Penalty: 4915.416992
	Iteration 17Q: 3 clusters Score -2345933 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2346051.000000 Penalty: 4915.416992
	Iteration 18Q: 3 clusters Score -2346051 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2346153.750000 Penalty: 4915.416992
	Iteration 19Q: 3 clusters Score -2346154 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2346234.000000 Penalty: 4915.416992
	Iteration 20F: 3 clusters Score -2346234 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2346308.250000 Penalty: 4915.416992
	Iteration 21Q: 3 clusters Score -2346308 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2346363.500000 Penalty: 4915.416992
	Iteration 22Q: 3 clusters Score -2346364 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2346426.500000 Penalty: 4915.416992
	Iteration 23Q: 3 clusters Score -2346426 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2346494.250000 Penalty: 4915.416992
	Iteration 24Q: 3 clusters Score -2346494 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -2346555.750000 Penalty: 4915.416992
	Iteration 25Q: 3 clusters Score -2346556 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2346625.250000 Penalty: 4915.416992
	Iteration 26Q: 3 clusters Score -2346625 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2346680.750000 Penalty: 4915.416992
	Iteration 27Q: 3 clusters Score -2346681 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2346767.500000 Penalty: 4915.416992
	Iteration 28Q: 3 clusters Score -2346768 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2346842.250000 Penalty: 4915.416992
	Iteration 29Q: 3 clusters Score -2346842 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2346904.000000 Penalty: 4915.416992
	Iteration 30Q: 3 clusters Score -2346904 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2346953.500000 Penalty: 4915.416992
	Iteration 31Q: 3 clusters Score -2346954 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2346997.500000 Penalty: 4915.416992
	Iteration 32Q: 3 clusters Score -2346998 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2347025.250000 Penalty: 4915.416992
	Iteration 33Q: 3 clusters Score -2347025 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2347050.750000 Penalty: 4915.416992
	Iteration 34Q: 3 clusters Score -2347051 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2347093.250000 Penalty: 4915.416992
	Iteration 35Q: 3 clusters Score -2347093 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2347117.250000 Penalty: 4915.416992
	Iteration 36Q: 3 clusters Score -2347117 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2347133.750000 Penalty: 4915.416992
	Iteration 37Q: 3 clusters Score -2347134 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2347157.000000 Penalty: 4915.416992
	Iteration 38Q: 3 clusters Score -2347157 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2347181.500000 Penalty: 4915.416992
	Iteration 39Q: 3 clusters Score -2347182 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2347207.250000 Penalty: 4915.416992
	Iteration 40F: 3 clusters Score -2347207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2347230.500000 Penalty: 4915.416992
	Iteration 41Q: 3 clusters Score -2347230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2347262.500000 Penalty: 4915.416992
	Iteration 42Q: 3 clusters Score -2347262 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2347291.500000 Penalty: 4915.416992
	Iteration 43Q: 3 clusters Score -2347292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2347320.000000 Penalty: 4915.416992
	Iteration 44Q: 3 clusters Score -2347320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2347342.250000 Penalty: 4915.416992
	Iteration 45Q: 3 clusters Score -2347342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2347370.000000 Penalty: 4915.416992
	Iteration 46Q: 3 clusters Score -2347370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2347394.000000 Penalty: 4915.416992
	Iteration 47Q: 3 clusters Score -2347394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2347415.750000 Penalty: 4915.416992
	Iteration 48Q: 3 clusters Score -2347416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2347425.250000 Penalty: 4915.416992
	Iteration 49Q: 3 clusters Score -2347425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2347428.750000 Penalty: 4915.416992
	Iteration 50Q: 3 clusters Score -2347429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2347440.250000 Penalty: 4915.416992
	Iteration 51Q: 3 clusters Score -2347440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2347440.250000 Penalty: 4915.416992
	Iteration 52Q: 3 clusters Score -2347440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2347452.750000 Penalty: 4915.416992
	Iteration 53Q: 3 clusters Score -2347453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2347458.750000 Penalty: 4915.416992
	Iteration 54Q: 3 clusters Score -2347459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2347457.750000 Penalty: 4915.416992
	Iteration 55Q: 3 clusters Score -2347458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2347460.750000 Penalty: 4915.416992
	Iteration 56Q: 3 clusters Score -2347461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2347458.250000 Penalty: 4915.416992
	Iteration 57Q: 3 clusters Score -2347458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2347462.000000 Penalty: 4915.416992
	Iteration 58Q: 3 clusters Score -2347462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2347463.750000 Penalty: 4915.416992
	Iteration 59Q: 3 clusters Score -2347464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2347464.750000 Penalty: 4915.416992
	Iteration 60F: 3 clusters Score -2347465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2347466.250000 Penalty: 4915.416992
	Iteration 61Q: 3 clusters Score -2347466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2347463.250000 Penalty: 4915.416992
	Iteration 62Q: 3 clusters Score -2347463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2347464.750000 Penalty: 4915.416992
	Iteration 63Q: 3 clusters Score -2347465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2347464.750000 Penalty: 4915.416992
	Iteration 64Q: 3 clusters Score -2347465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2347465.750000 Penalty: 4915.416992
	Iteration 65Q: 3 clusters Score -2347466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2347469.000000 Penalty: 4915.416992
	Iteration 66Q: 3 clusters Score -2347469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2347469.500000 Penalty: 4915.416992
	Iteration 67Q: 3 clusters Score -2347470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2347471.500000 Penalty: 4915.416992
	Iteration 68Q: 3 clusters Score -2347472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2347474.000000 Penalty: 4915.416992
	Iteration 69Q: 3 clusters Score -2347474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2347475.000000 Penalty: 4915.416992
	Iteration 70Q: 3 clusters Score -2347475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2347474.250000 Penalty: 4915.416992
	Iteration 71Q: 3 clusters Score -2347474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2347474.500000 Penalty: 4915.416992
	Iteration 72Q: 3 clusters Score -2347474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2347474.500000 Penalty: 4915.416992
	Iteration 73F: 3 clusters Score -2347474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (59213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Entering Unmasked Estep 
Score: -7274751.500000 Penalty: 2725.246338
	Iteration 0F: 2 clusters Score -7274752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -7234908.000000 Penalty: 5450.492676
	Iteration 0F: 3 clusters Score -7234908 nChanged 27589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -7250704.000000 Penalty: 5450.492676
	Iteration 1F: 3 clusters Score -7250704 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -7251655.500000 Penalty: 5450.492676
	Iteration 2Q: 3 clusters Score -7251656 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -7253139.000000 Penalty: 5450.492676
	Iteration 3F: 3 clusters Score -7253139 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -7255809.000000 Penalty: 5450.492676
	Iteration 4F: 3 clusters Score -7255809 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -7259718.000000 Penalty: 5450.492676
	Iteration 5F: 3 clusters Score -7259718 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -7263839.000000 Penalty: 5450.492676
	Iteration 6F: 3 clusters Score -7263839 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -7266872.000000 Penalty: 5450.492676
	Iteration 7F: 3 clusters Score -7266872 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -7268564.000000 Penalty: 5450.492676
	Iteration 8Q: 3 clusters Score -7268564 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -7269555.000000 Penalty: 5450.492676
	Iteration 9Q: 3 clusters Score -7269555 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -7270083.500000 Penalty: 5450.492676
	Iteration 10Q: 3 clusters Score -7270084 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -7270450.500000 Penalty: 5450.492676
	Iteration 11Q: 3 clusters Score -7270450 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -7270742.000000 Penalty: 5450.492676
	Iteration 12Q: 3 clusters Score -7270742 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -7270974.000000 Penalty: 5450.492676
	Iteration 13Q: 3 clusters Score -7270974 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -7271182.000000 Penalty: 5450.492676
	Iteration 14Q: 3 clusters Score -7271182 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -7271345.500000 Penalty: 5450.492676
	Iteration 15Q: 3 clusters Score -7271346 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55311 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -7271517.000000 Penalty: 5450.492676
	Iteration 16Q: 3 clusters Score -7271517 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -7271663.500000 Penalty: 5450.492676
	Iteration 17Q: 3 clusters Score -7271664 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -7271779.500000 Penalty: 5450.492676
	Iteration 18Q: 3 clusters Score -7271780 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56404 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -7271913.500000 Penalty: 5450.492676
	Iteration 19Q: 3 clusters Score -7271914 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -7272046.000000 Penalty: 5450.492676
	Iteration 20F: 3 clusters Score -7272046 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56924 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7272137.000000 Penalty: 5450.492676
	Iteration 21Q: 3 clusters Score -7272137 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -7272216.000000 Penalty: 5450.492676
	Iteration 22Q: 3 clusters Score -7272216 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57267 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -7272288.500000 Penalty: 5450.492676
	Iteration 23Q: 3 clusters Score -7272288 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57393 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -7272328.500000 Penalty: 5450.492676
	Iteration 24Q: 3 clusters Score -7272328 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7272368.000000 Penalty: 5450.492676
	Iteration 25Q: 3 clusters Score -7272368 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57597 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7272403.500000 Penalty: 5450.492676
	Iteration 26Q: 3 clusters Score -7272404 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57674 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -7272415.000000 Penalty: 5450.492676
	Iteration 27Q: 3 clusters Score -7272415 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7272435.500000 Penalty: 5450.492676
	Iteration 28Q: 3 clusters Score -7272436 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -7272457.500000 Penalty: 5450.492676
	Iteration 29Q: 3 clusters Score -7272458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7272470.000000 Penalty: 5450.492676
	Iteration 30Q: 3 clusters Score -7272470 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57880 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7272489.000000 Penalty: 5450.492676
	Iteration 31Q: 3 clusters Score -7272489 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -7272502.500000 Penalty: 5450.492676
	Iteration 32Q: 3 clusters Score -7272502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7272524.500000 Penalty: 5450.492676
	Iteration 33Q: 3 clusters Score -7272524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57965 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7272533.000000 Penalty: 5450.492676
	Iteration 34Q: 3 clusters Score -7272533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57983 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7272524.500000 Penalty: 5450.492676
	Iteration 35Q: 3 clusters Score -7272524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7272533.000000 Penalty: 5450.492676
	Iteration 36Q: 3 clusters Score -7272533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58018 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7272533.000000 Penalty: 5450.492676
	Iteration 37Q: 3 clusters Score -7272533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58031 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7272536.500000 Penalty: 5450.492676
	Iteration 38Q: 3 clusters Score -7272536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58046 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -7272534.500000 Penalty: 5450.492676
	Iteration 39Q: 3 clusters Score -7272534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58063 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7272549.500000 Penalty: 5450.492676
	Iteration 40F: 3 clusters Score -7272550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7272557.500000 Penalty: 5450.492676
	Iteration 41Q: 3 clusters Score -7272558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7272566.500000 Penalty: 5450.492676
	Iteration 42Q: 3 clusters Score -7272566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7272561.000000 Penalty: 5450.492676
	Iteration 43Q: 3 clusters Score -7272561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7272560.000000 Penalty: 5450.492676
	Iteration 44Q: 3 clusters Score -7272560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58145 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7272571.000000 Penalty: 5450.492676
	Iteration 45Q: 3 clusters Score -7272571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58153 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7272571.000000 Penalty: 5450.492676
	Iteration 46Q: 3 clusters Score -7272571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7272577.000000 Penalty: 5450.492676
	Iteration 47Q: 3 clusters Score -7272577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7272581.500000 Penalty: 5450.492676
	Iteration 48Q: 3 clusters Score -7272582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7272579.000000 Penalty: 5450.492676
	Iteration 49Q: 3 clusters Score -7272579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58167 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7272578.500000 Penalty: 5450.492676
	Iteration 50Q: 3 clusters Score -7272578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58168 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7272578.000000 Penalty: 5450.492676
	Iteration 51Q: 3 clusters Score -7272578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58170 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7272575.500000 Penalty: 5450.492676
	Iteration 52Q: 3 clusters Score -7272576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7272576.500000 Penalty: 5450.492676
	Iteration 53Q: 3 clusters Score -7272576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7272576.500000 Penalty: 5450.492676
	Iteration 54F: 3 clusters Score -7272576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Entering Unmasked Estep 
Score: -5419649.500000 Penalty: 2658.763184
	Iteration 0F: 2 clusters Score -5419650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -5389088.500000 Penalty: 5317.526367
	Iteration 0F: 3 clusters Score -5389088 nChanged 20721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -5400635.000000 Penalty: 5317.526367
	Iteration 1F: 3 clusters Score -5400635 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -5401307.000000 Penalty: 5317.526367
	Iteration 2Q: 3 clusters Score -5401307 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -5402103.000000 Penalty: 5317.526367
	Iteration 3Q: 3 clusters Score -5402103 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -5403189.500000 Penalty: 5317.526367
	Iteration 4F: 3 clusters Score -5403190 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -5404787.000000 Penalty: 5317.526367
	Iteration 5F: 3 clusters Score -5404787 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -5406831.000000 Penalty: 5317.526367
	Iteration 6F: 3 clusters Score -5406831 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -5408847.500000 Penalty: 5317.526367
	Iteration 7F: 3 clusters Score -5408848 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -5410479.000000 Penalty: 5317.526367
	Iteration 8F: 3 clusters Score -5410479 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -5411794.500000 Penalty: 5317.526367
	Iteration 9Q: 3 clusters Score -5411794 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -5413082.500000 Penalty: 5317.526367
	Iteration 10Q: 3 clusters Score -5413082 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -5414495.500000 Penalty: 5317.526367
	Iteration 11Q: 3 clusters Score -5414496 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -5415953.500000 Penalty: 5317.526367
	Iteration 12Q: 3 clusters Score -5415954 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -5416986.500000 Penalty: 5317.526367
	Iteration 13Q: 3 clusters Score -5416986 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -5417558.000000 Penalty: 5317.526367
	Iteration 14Q: 3 clusters Score -5417558 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -5417851.500000 Penalty: 5317.526367
	Iteration 15Q: 3 clusters Score -5417852 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -5418040.500000 Penalty: 5317.526367
	Iteration 16Q: 3 clusters Score -5418040 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -5418215.500000 Penalty: 5317.526367
	Iteration 17Q: 3 clusters Score -5418216 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -5418362.000000 Penalty: 5317.526367
	Iteration 18Q: 3 clusters Score -5418362 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -5418444.000000 Penalty: 5317.526367
	Iteration 19Q: 3 clusters Score -5418444 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -5418509.000000 Penalty: 5317.526367
	Iteration 20F: 3 clusters Score -5418509 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -5418555.500000 Penalty: 5317.526367
	Iteration 21Q: 3 clusters Score -5418556 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -5418604.500000 Penalty: 5317.526367
	Iteration 22Q: 3 clusters Score -5418604 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -5418635.000000 Penalty: 5317.526367
	Iteration 23Q: 3 clusters Score -5418635 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -5418668.500000 Penalty: 5317.526367
	Iteration 24Q: 3 clusters Score -5418668 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -5418692.500000 Penalty: 5317.526367
	Iteration 25Q: 3 clusters Score -5418692 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -5418724.500000 Penalty: 5317.526367
	Iteration 26Q: 3 clusters Score -5418724 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -5418763.500000 Penalty: 5317.526367
	Iteration 27Q: 3 clusters Score -5418764 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -5418774.000000 Penalty: 5317.526367
	Iteration 28Q: 3 clusters Score -5418774 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -5418802.500000 Penalty: 5317.526367
	Iteration 29Q: 3 clusters Score -5418802 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -5418815.000000 Penalty: 5317.526367
	Iteration 30Q: 3 clusters Score -5418815 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -5418847.000000 Penalty: 5317.526367
	Iteration 31Q: 3 clusters Score -5418847 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -5418861.000000 Penalty: 5317.526367
	Iteration 32Q: 3 clusters Score -5418861 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -5418880.000000 Penalty: 5317.526367
	Iteration 33Q: 3 clusters Score -5418880 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -5418882.000000 Penalty: 5317.526367
	Iteration 34Q: 3 clusters Score -5418882 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -5418894.500000 Penalty: 5317.526367
	Iteration 35Q: 3 clusters Score -5418894 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -5418902.500000 Penalty: 5317.526367
	Iteration 36Q: 3 clusters Score -5418902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -5418904.000000 Penalty: 5317.526367
	Iteration 37Q: 3 clusters Score -5418904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -5418904.000000 Penalty: 5317.526367
	Iteration 38Q: 3 clusters Score -5418904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -5418893.500000 Penalty: 5317.526367
	Iteration 39Q: 3 clusters Score -5418894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -5418891.500000 Penalty: 5317.526367
	Iteration 40F: 3 clusters Score -5418892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -5418895.000000 Penalty: 5317.526367
	Iteration 41Q: 3 clusters Score -5418895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -5418893.000000 Penalty: 5317.526367
	Iteration 42Q: 3 clusters Score -5418893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -5418887.500000 Penalty: 5317.526367
	Iteration 43Q: 3 clusters Score -5418888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -5418887.500000 Penalty: 5317.526367
	Iteration 44Q: 3 clusters Score -5418888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -5418892.500000 Penalty: 5317.526367
	Iteration 45Q: 3 clusters Score -5418892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -5418889.000000 Penalty: 5317.526367
	Iteration 46Q: 3 clusters Score -5418889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -5418898.000000 Penalty: 5317.526367
	Iteration 47Q: 3 clusters Score -5418898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -5418898.500000 Penalty: 5317.526367
	Iteration 48Q: 3 clusters Score -5418898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -5418902.500000 Penalty: 5317.526367
	Iteration 49Q: 3 clusters Score -5418902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -5418896.000000 Penalty: 5317.526367
	Iteration 50Q: 3 clusters Score -5418896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -5418901.500000 Penalty: 5317.526367
	Iteration 51Q: 3 clusters Score -5418902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -5418905.500000 Penalty: 5317.526367
	Iteration 52Q: 3 clusters Score -5418906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -5418903.000000 Penalty: 5317.526367
	Iteration 53Q: 3 clusters Score -5418903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -5418902.000000 Penalty: 5317.526367
	Iteration 54Q: 3 clusters Score -5418902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -5418902.500000 Penalty: 5317.526367
	Iteration 55Q: 3 clusters Score -5418902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -5418897.000000 Penalty: 5317.526367
	Iteration 56Q: 3 clusters Score -5418897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -5418899.000000 Penalty: 5317.526367
	Iteration 57Q: 3 clusters Score -5418899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -5418900.000000 Penalty: 5317.526367
	Iteration 58Q: 3 clusters Score -5418900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -5418898.500000 Penalty: 5317.526367
	Iteration 59Q: 3 clusters Score -5418898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -5418898.500000 Penalty: 5317.526367
	Iteration 60F: 3 clusters Score -5418898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -196801.390625 Penalty: 1828.752441
	Iteration 0F: 2 clusters Score -196801.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -194436.250000 Penalty: 3657.504883
	Iteration 0F: 3 clusters Score -194436.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -194788.312500 Penalty: 3657.504883
	Iteration 1F: 3 clusters Score -194788.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -194908.750000 Penalty: 3657.504883
	Iteration 2F: 3 clusters Score -194908.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -194958.875000 Penalty: 3657.504883
	Iteration 3Q: 3 clusters Score -194958.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -194991.250000 Penalty: 3657.504883
	Iteration 4Q: 3 clusters Score -194991.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -195007.671875 Penalty: 3657.504883
	Iteration 5Q: 3 clusters Score -195007.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -195022.078125 Penalty: 3657.504883
	Iteration 6Q: 3 clusters Score -195022.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -195032.625000 Penalty: 3657.504883
	Iteration 7Q: 3 clusters Score -195032.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -195039.281250 Penalty: 3657.504883
	Iteration 8Q: 3 clusters Score -195039.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -195041.312500 Penalty: 3657.504883
	Iteration 9Q: 3 clusters Score -195041.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -195041.625000 Penalty: 3657.504883
	Iteration 10Q: 3 clusters Score -195041.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -195041.625000 Penalty: 3657.504883
	Iteration 11F: 3 clusters Score -195041.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Entering Unmasked Estep 
Score: -441769.031250 Penalty: 2047.252075
	Iteration 0F: 2 clusters Score -441769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -437995.625000 Penalty: 4094.504150
	Iteration 0F: 3 clusters Score -437995.6 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -438795.562500 Penalty: 4094.504150
	Iteration 1F: 3 clusters Score -438795.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -438961.843750 Penalty: 4094.504150
	Iteration 2F: 3 clusters Score -438961.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -439088.062500 Penalty: 4094.504150
	Iteration 3F: 3 clusters Score -439088.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -439183.093750 Penalty: 4094.504150
	Iteration 4Q: 3 clusters Score -439183.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -439254.593750 Penalty: 4094.504150
	Iteration 5Q: 3 clusters Score -439254.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -439313.875000 Penalty: 4094.504150
	Iteration 6Q: 3 clusters Score -439313.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -439370.125000 Penalty: 4094.504150
	Iteration 7Q: 3 clusters Score -439370.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -439443.718750 Penalty: 4094.504150
	Iteration 8Q: 3 clusters Score -439443.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -439514.906250 Penalty: 4094.504150
	Iteration 9Q: 3 clusters Score -439514.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -439597.906250 Penalty: 4094.504150
	Iteration 10Q: 3 clusters Score -439597.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -439680.218750 Penalty: 4094.504150
	Iteration 11Q: 3 clusters Score -439680.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -439755.125000 Penalty: 4094.504150
	Iteration 12Q: 3 clusters Score -439755.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -439853.937500 Penalty: 4094.504150
	Iteration 13Q: 3 clusters Score -439853.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -439965.218750 Penalty: 4094.504150
	Iteration 14Q: 3 clusters Score -439965.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -440058.781250 Penalty: 4094.504150
	Iteration 15Q: 3 clusters Score -440058.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -440140.937500 Penalty: 4094.504150
	Iteration 16Q: 3 clusters Score -440140.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -440206.250000 Penalty: 4094.504150
	Iteration 17Q: 3 clusters Score -440206.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -440244.812500 Penalty: 4094.504150
	Iteration 18Q: 3 clusters Score -440244.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -440274.156250 Penalty: 4094.504150
	Iteration 19Q: 3 clusters Score -440274.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -440290.312500 Penalty: 4094.504150
	Iteration 20F: 3 clusters Score -440290.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -440303.593750 Penalty: 4094.504150
	Iteration 21Q: 3 clusters Score -440303.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -440313.656250 Penalty: 4094.504150
	Iteration 22Q: 3 clusters Score -440313.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -440315.312500 Penalty: 4094.504150
	Iteration 23Q: 3 clusters Score -440315.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -440321.187500 Penalty: 4094.504150
	Iteration 24Q: 3 clusters Score -440321.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -440325.906250 Penalty: 4094.504150
	Iteration 25Q: 3 clusters Score -440325.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -440329.875000 Penalty: 4094.504150
	Iteration 26Q: 3 clusters Score -440329.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -440333.156250 Penalty: 4094.504150
	Iteration 27Q: 3 clusters Score -440333.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -440335.812500 Penalty: 4094.504150
	Iteration 28Q: 3 clusters Score -440335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -440337.718750 Penalty: 4094.504150
	Iteration 29Q: 3 clusters Score -440337.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -440337.968750 Penalty: 4094.504150
	Iteration 30Q: 3 clusters Score -440338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -440337.968750 Penalty: 4094.504150
	Iteration 31F: 3 clusters Score -440338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -210050.562500 Penalty: 1845.447510
	Iteration 0F: 2 clusters Score -210050.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -207633.953125 Penalty: 3690.895020
	Iteration 0F: 3 clusters Score -207634 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -208056.281250 Penalty: 3690.895020
	Iteration 1F: 3 clusters Score -208056.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -208160.781250 Penalty: 3690.895020
	Iteration 2F: 3 clusters Score -208160.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -208219.953125 Penalty: 3690.895020
	Iteration 3Q: 3 clusters Score -208220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -208244.015625 Penalty: 3690.895020
	Iteration 4Q: 3 clusters Score -208244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -208258.609375 Penalty: 3690.895020
	Iteration 5Q: 3 clusters Score -208258.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -208272.984375 Penalty: 3690.895020
	Iteration 6Q: 3 clusters Score -208273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -208283.906250 Penalty: 3690.895020
	Iteration 7Q: 3 clusters Score -208283.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -208294.625000 Penalty: 3690.895020
	Iteration 8Q: 3 clusters Score -208294.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -208300.046875 Penalty: 3690.895020
	Iteration 9Q: 3 clusters Score -208300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -208301.375000 Penalty: 3690.895020
	Iteration 10Q: 3 clusters Score -208301.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -208302.218750 Penalty: 3690.895020
	Iteration 11Q: 3 clusters Score -208302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -208303.500000 Penalty: 3690.895020
	Iteration 12Q: 3 clusters Score -208303.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -208304.250000 Penalty: 3690.895020
	Iteration 13Q: 3 clusters Score -208304.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -208306.515625 Penalty: 3690.895020
	Iteration 14Q: 3 clusters Score -208306.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -208309.875000 Penalty: 3690.895020
	Iteration 15Q: 3 clusters Score -208309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -208311.671875 Penalty: 3690.895020
	Iteration 16Q: 3 clusters Score -208311.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -208312.875000 Penalty: 3690.895020
	Iteration 17Q: 3 clusters Score -208312.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -208313.328125 Penalty: 3690.895020
	Iteration 18Q: 3 clusters Score -208313.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -208313.328125 Penalty: 3690.895020
	Iteration 19F: 3 clusters Score -208313.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Entering Unmasked Estep 
Score: -547209.125000 Penalty: 2094.639404
	Iteration 0F: 2 clusters Score -547209.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -542923.500000 Penalty: 4189.278809
	Iteration 0F: 3 clusters Score -542923.5 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -544050.125000 Penalty: 4189.278809
	Iteration 1F: 3 clusters Score -544050.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -544357.687500 Penalty: 4189.278809
	Iteration 2F: 3 clusters Score -544357.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -544608.687500 Penalty: 4189.278809
	Iteration 3F: 3 clusters Score -544608.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -544854.000000 Penalty: 4189.278809
	Iteration 4F: 3 clusters Score -544854 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -545092.187500 Penalty: 4189.278809
	Iteration 5F: 3 clusters Score -545092.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -545300.062500 Penalty: 4189.278809
	Iteration 6F: 3 clusters Score -545300.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -545452.937500 Penalty: 4189.278809
	Iteration 7Q: 3 clusters Score -545452.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -545582.937500 Penalty: 4189.278809
	Iteration 8Q: 3 clusters Score -545582.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -545686.312500 Penalty: 4189.278809
	Iteration 9Q: 3 clusters Score -545686.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -545748.125000 Penalty: 4189.278809
	Iteration 10Q: 3 clusters Score -545748.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -545779.562500 Penalty: 4189.278809
	Iteration 11Q: 3 clusters Score -545779.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -545806.062500 Penalty: 4189.278809
	Iteration 12Q: 3 clusters Score -545806.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -545826.187500 Penalty: 4189.278809
	Iteration 13Q: 3 clusters Score -545826.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -545844.812500 Penalty: 4189.278809
	Iteration 14Q: 3 clusters Score -545844.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -545859.125000 Penalty: 4189.278809
	Iteration 15Q: 3 clusters Score -545859.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -545870.312500 Penalty: 4189.278809
	Iteration 16Q: 3 clusters Score -545870.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -545878.562500 Penalty: 4189.278809
	Iteration 17Q: 3 clusters Score -545878.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -545887.687500 Penalty: 4189.278809
	Iteration 18Q: 3 clusters Score -545887.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -545894.750000 Penalty: 4189.278809
	Iteration 19Q: 3 clusters Score -545894.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -545898.437500 Penalty: 4189.278809
	Iteration 20F: 3 clusters Score -545898.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -545901.750000 Penalty: 4189.278809
	Iteration 21Q: 3 clusters Score -545901.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -545901.812500 Penalty: 4189.278809
	Iteration 22Q: 3 clusters Score -545901.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -545902.687500 Penalty: 4189.278809
	Iteration 23Q: 3 clusters Score -545902.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -545902.437500 Penalty: 4189.278809
	Iteration 24Q: 3 clusters Score -545902.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -545902.750000 Penalty: 4189.278809
	Iteration 25Q: 3 clusters Score -545902.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -545904.625000 Penalty: 4189.278809
	Iteration 26Q: 3 clusters Score -545904.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -545904.437500 Penalty: 4189.278809
	Iteration 27Q: 3 clusters Score -545904.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -545904.437500 Penalty: 4189.278809
	Iteration 28F: 3 clusters Score -545904.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Entering Unmasked Estep 
Score: -348495.000000 Penalty: 1984.003540
	Iteration 0F: 2 clusters Score -348495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -345219.062500 Penalty: 3968.007080
	Iteration 0F: 3 clusters Score -345219.1 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -345902.125000 Penalty: 3968.007080
	Iteration 1F: 3 clusters Score -345902.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -346069.531250 Penalty: 3968.007080
	Iteration 2F: 3 clusters Score -346069.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -346162.437500 Penalty: 3968.007080
	Iteration 3Q: 3 clusters Score -346162.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -346253.656250 Penalty: 3968.007080
	Iteration 4Q: 3 clusters Score -346253.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -346356.718750 Penalty: 3968.007080
	Iteration 5Q: 3 clusters Score -346356.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -346422.656250 Penalty: 3968.007080
	Iteration 6Q: 3 clusters Score -346422.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -346487.156250 Penalty: 3968.007080
	Iteration 7Q: 3 clusters Score -346487.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -346580.937500 Penalty: 3968.007080
	Iteration 8Q: 3 clusters Score -346580.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -346670.906250 Penalty: 3968.007080
	Iteration 9Q: 3 clusters Score -346670.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -346748.531250 Penalty: 3968.007080
	Iteration 10Q: 3 clusters Score -346748.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -346811.906250 Penalty: 3968.007080
	Iteration 11Q: 3 clusters Score -346811.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -346855.906250 Penalty: 3968.007080
	Iteration 12Q: 3 clusters Score -346855.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -346904.468750 Penalty: 3968.007080
	Iteration 13Q: 3 clusters Score -346904.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -346936.781250 Penalty: 3968.007080
	Iteration 14Q: 3 clusters Score -346936.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -346965.406250 Penalty: 3968.007080
	Iteration 15Q: 3 clusters Score -346965.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -346993.125000 Penalty: 3968.007080
	Iteration 16Q: 3 clusters Score -346993.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -347012.593750 Penalty: 3968.007080
	Iteration 17Q: 3 clusters Score -347012.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -347025.312500 Penalty: 3968.007080
	Iteration 18Q: 3 clusters Score -347025.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -347038.593750 Penalty: 3968.007080
	Iteration 19Q: 3 clusters Score -347038.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -347056.187500 Penalty: 3968.007080
	Iteration 20F: 3 clusters Score -347056.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -347069.031250 Penalty: 3968.007080
	Iteration 21Q: 3 clusters Score -347069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -347090.437500 Penalty: 3968.007080
	Iteration 22Q: 3 clusters Score -347090.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -347108.906250 Penalty: 3968.007080
	Iteration 23Q: 3 clusters Score -347108.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -347131.531250 Penalty: 3968.007080
	Iteration 24Q: 3 clusters Score -347131.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -347149.156250 Penalty: 3968.007080
	Iteration 25Q: 3 clusters Score -347149.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -347167.843750 Penalty: 3968.007080
	Iteration 26Q: 3 clusters Score -347167.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -347190.343750 Penalty: 3968.007080
	Iteration 27Q: 3 clusters Score -347190.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -347204.562500 Penalty: 3968.007080
	Iteration 28Q: 3 clusters Score -347204.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -347210.406250 Penalty: 3968.007080
	Iteration 29Q: 3 clusters Score -347210.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -347217.187500 Penalty: 3968.007080
	Iteration 30Q: 3 clusters Score -347217.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -347221.281250 Penalty: 3968.007080
	Iteration 31Q: 3 clusters Score -347221.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -347224.218750 Penalty: 3968.007080
	Iteration 32Q: 3 clusters Score -347224.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -347226.625000 Penalty: 3968.007080
	Iteration 33Q: 3 clusters Score -347226.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -347228.906250 Penalty: 3968.007080
	Iteration 34Q: 3 clusters Score -347228.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -347232.062500 Penalty: 3968.007080
	Iteration 35Q: 3 clusters Score -347232.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -347237.375000 Penalty: 3968.007080
	Iteration 36Q: 3 clusters Score -347237.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -347239.093750 Penalty: 3968.007080
	Iteration 37Q: 3 clusters Score -347239.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -347242.062500 Penalty: 3968.007080
	Iteration 38Q: 3 clusters Score -347242.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -347244.156250 Penalty: 3968.007080
	Iteration 39Q: 3 clusters Score -347244.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -347244.750000 Penalty: 3968.007080
	Iteration 40F: 3 clusters Score -347244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -347245.218750 Penalty: 3968.007080
	Iteration 41Q: 3 clusters Score -347245.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -347245.218750 Penalty: 3968.007080
	Iteration 42F: 3 clusters Score -347245.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -90137.875000 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -90137.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88413.585938 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -88413.59 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -89471.382812 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -89471.38 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -89987.234375 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -89987.23 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -90430.609375 Penalty: 3369.002930
	Iteration 3F: 3 clusters Score -90430.61 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -90786.164062 Penalty: 3369.002930
	Iteration 4F: 3 clusters Score -90786.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -91345.757812 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -91345.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -91426.429688 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -91426.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -91516.046875 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -91516.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -91531.648438 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -91531.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -91548.101562 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -91548.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -91567.570312 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -91567.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -91571.875000 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -91571.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -91582.546875 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -91582.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -91607.085938 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -91607.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -91607.085938 Penalty: 3369.002930
	Iteration 14F: 3 clusters Score -91607.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263244 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 227806 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232887 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26254 members 
Mstep: Class 13 contains 183468 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20133 members 
Mstep: Class 18 contains 59213 members 
Mstep: Class 19 contains 45289 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3847 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2981 members 
Mstep: Class 25 contains 120 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7280 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31536 members 
Mstep: Class 30 contains 7402 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23770 members 
Mstep: Class 34 contains 771 members 
Entering Unmasked Estep 
Score: -148028160.000000 Penalty: 118343.976562
Splitting cluster 25 changes total score from -148028416.000000 to -148028160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (1280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Entering Unmasked Estep 
Score: -152445.843750 Penalty: 1774.344604
	Iteration 0F: 2 clusters Score -152445.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -150318.750000 Penalty: 3548.689209
	Iteration 0F: 3 clusters Score -150318.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -150646.296875 Penalty: 3548.689209
	Iteration 1F: 3 clusters Score -150646.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -150724.375000 Penalty: 3548.689209
	Iteration 2F: 3 clusters Score -150724.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -150789.625000 Penalty: 3548.689209
	Iteration 3Q: 3 clusters Score -150789.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -150833.281250 Penalty: 3548.689209
	Iteration 4Q: 3 clusters Score -150833.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -150894.156250 Penalty: 3548.689209
	Iteration 5Q: 3 clusters Score -150894.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -150987.125000 Penalty: 3548.689209
	Iteration 6Q: 3 clusters Score -150987.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -151115.796875 Penalty: 3548.689209
	Iteration 7Q: 3 clusters Score -151115.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -151257.500000 Penalty: 3548.689209
	Iteration 8Q: 3 clusters Score -151257.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -151387.890625 Penalty: 3548.689209
	Iteration 9F: 3 clusters Score -151387.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -151510.453125 Penalty: 3548.689209
	Iteration 10Q: 3 clusters Score -151510.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -151599.312500 Penalty: 3548.689209
	Iteration 11Q: 3 clusters Score -151599.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -151688.453125 Penalty: 3548.689209
	Iteration 12Q: 3 clusters Score -151688.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -151751.140625 Penalty: 3548.689209
	Iteration 13Q: 3 clusters Score -151751.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -151777.218750 Penalty: 3548.689209
	Iteration 14Q: 3 clusters Score -151777.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -151790.812500 Penalty: 3548.689209
	Iteration 15Q: 3 clusters Score -151790.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -151794.718750 Penalty: 3548.689209
	Iteration 16Q: 3 clusters Score -151794.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -151799.640625 Penalty: 3548.689209
	Iteration 17Q: 3 clusters Score -151799.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -151802.343750 Penalty: 3548.689209
	Iteration 18Q: 3 clusters Score -151802.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -151806.750000 Penalty: 3548.689209
	Iteration 19Q: 3 clusters Score -151806.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -151808.234375 Penalty: 3548.689209
	Iteration 20F: 3 clusters Score -151808.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Entering Unmasked Estep 
Score: -887728.750000 Penalty: 2205.435791
	Iteration 0F: 2 clusters Score -887728.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -881840.187500 Penalty: 4410.871582
	Iteration 0F: 3 clusters Score -881840.2 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -883334.562500 Penalty: 4410.871582
	Iteration 1F: 3 clusters Score -883334.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -883562.500000 Penalty: 4410.871582
	Iteration 2F: 3 clusters Score -883562.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -883711.812500 Penalty: 4410.871582
	Iteration 3Q: 3 clusters Score -883711.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -883808.562500 Penalty: 4410.871582
	Iteration 4Q: 3 clusters Score -883808.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -883892.000000 Penalty: 4410.871582
	Iteration 5Q: 3 clusters Score -883892 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -883963.875000 Penalty: 4410.871582
	Iteration 6Q: 3 clusters Score -883963.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -884036.875000 Penalty: 4410.871582
	Iteration 7Q: 3 clusters Score -884036.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -884106.875000 Penalty: 4410.871582
	Iteration 8Q: 3 clusters Score -884106.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -884180.687500 Penalty: 4410.871582
	Iteration 9Q: 3 clusters Score -884180.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -884253.125000 Penalty: 4410.871582
	Iteration 10Q: 3 clusters Score -884253.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -884352.625000 Penalty: 4410.871582
	Iteration 11Q: 3 clusters Score -884352.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -884451.500000 Penalty: 4410.871582
	Iteration 12Q: 3 clusters Score -884451.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -884575.375000 Penalty: 4410.871582
	Iteration 13Q: 3 clusters Score -884575.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -884710.125000 Penalty: 4410.871582
	Iteration 14Q: 3 clusters Score -884710.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -884846.875000 Penalty: 4410.871582
	Iteration 15Q: 3 clusters Score -884846.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -884983.562500 Penalty: 4410.871582
	Iteration 16Q: 3 clusters Score -884983.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -885124.937500 Penalty: 4410.871582
	Iteration 17Q: 3 clusters Score -885124.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -885259.312500 Penalty: 4410.871582
	Iteration 18Q: 3 clusters Score -885259.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -885391.125000 Penalty: 4410.871582
	Iteration 19Q: 3 clusters Score -885391.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -885505.687500 Penalty: 4410.871582
	Iteration 20F: 3 clusters Score -885505.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -885586.187500 Penalty: 4410.871582
	Iteration 21Q: 3 clusters Score -885586.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -885645.625000 Penalty: 4410.871582
	Iteration 22Q: 3 clusters Score -885645.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -885690.750000 Penalty: 4410.871582
	Iteration 23Q: 3 clusters Score -885690.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -885719.250000 Penalty: 4410.871582
	Iteration 24Q: 3 clusters Score -885719.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -885742.812500 Penalty: 4410.871582
	Iteration 25Q: 3 clusters Score -885742.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -885763.625000 Penalty: 4410.871582
	Iteration 26Q: 3 clusters Score -885763.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -885785.500000 Penalty: 4410.871582
	Iteration 27Q: 3 clusters Score -885785.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -885803.625000 Penalty: 4410.871582
	Iteration 28Q: 3 clusters Score -885803.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -885809.625000 Penalty: 4410.871582
	Iteration 29Q: 3 clusters Score -885809.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -885811.812500 Penalty: 4410.871582
	Iteration 30Q: 3 clusters Score -885811.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -885815.625000 Penalty: 4410.871582
	Iteration 31Q: 3 clusters Score -885815.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -885816.500000 Penalty: 4410.871582
	Iteration 32Q: 3 clusters Score -885816.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -885816.500000 Penalty: 4410.871582
	Iteration 33F: 3 clusters Score -885816.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Entering Unmasked Estep 
Score: -1119683.250000 Penalty: 2268.687500
	Iteration 0F: 2 clusters Score -1119683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1112408.500000 Penalty: 4537.375000
	Iteration 0F: 3 clusters Score -1112408 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1114509.000000 Penalty: 4537.375000
	Iteration 1F: 3 clusters Score -1114509 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1114800.250000 Penalty: 4537.375000
	Iteration 2F: 3 clusters Score -1114800 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1115037.000000 Penalty: 4537.375000
	Iteration 3F: 3 clusters Score -1115037 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1115222.375000 Penalty: 4537.375000
	Iteration 4Q: 3 clusters Score -1115222 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1115399.625000 Penalty: 4537.375000
	Iteration 5Q: 3 clusters Score -1115400 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1115612.125000 Penalty: 4537.375000
	Iteration 6Q: 3 clusters Score -1115612 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1115808.125000 Penalty: 4537.375000
	Iteration 7Q: 3 clusters Score -1115808 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1116026.250000 Penalty: 4537.375000
	Iteration 8Q: 3 clusters Score -1116026 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1116226.750000 Penalty: 4537.375000
	Iteration 9Q: 3 clusters Score -1116227 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1116444.500000 Penalty: 4537.375000
	Iteration 10Q: 3 clusters Score -1116444 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1116694.875000 Penalty: 4537.375000
	Iteration 11Q: 3 clusters Score -1116695 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1116925.000000 Penalty: 4537.375000
	Iteration 12Q: 3 clusters Score -1116925 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1117126.125000 Penalty: 4537.375000
	Iteration 13Q: 3 clusters Score -1117126 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1117293.750000 Penalty: 4537.375000
	Iteration 14Q: 3 clusters Score -1117294 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1117395.625000 Penalty: 4537.375000
	Iteration 15Q: 3 clusters Score -1117396 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1117468.625000 Penalty: 4537.375000
	Iteration 16Q: 3 clusters Score -1117469 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1117504.125000 Penalty: 4537.375000
	Iteration 17Q: 3 clusters Score -1117504 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1117527.750000 Penalty: 4537.375000
	Iteration 18Q: 3 clusters Score -1117528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1117544.875000 Penalty: 4537.375000
	Iteration 19Q: 3 clusters Score -1117545 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1117562.875000 Penalty: 4537.375000
	Iteration 20F: 3 clusters Score -1117563 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1117577.625000 Penalty: 4537.375000
	Iteration 21Q: 3 clusters Score -1117578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1117591.125000 Penalty: 4537.375000
	Iteration 22Q: 3 clusters Score -1117591 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1117605.875000 Penalty: 4537.375000
	Iteration 23Q: 3 clusters Score -1117606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1117613.250000 Penalty: 4537.375000
	Iteration 24Q: 3 clusters Score -1117613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1117624.375000 Penalty: 4537.375000
	Iteration 25Q: 3 clusters Score -1117624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1117630.875000 Penalty: 4537.375000
	Iteration 26Q: 3 clusters Score -1117631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1117641.000000 Penalty: 4537.375000
	Iteration 27Q: 3 clusters Score -1117641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1117649.875000 Penalty: 4537.375000
	Iteration 28Q: 3 clusters Score -1117650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1117661.000000 Penalty: 4537.375000
	Iteration 29Q: 3 clusters Score -1117661 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1117669.250000 Penalty: 4537.375000
	Iteration 30Q: 3 clusters Score -1117669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1117672.625000 Penalty: 4537.375000
	Iteration 31Q: 3 clusters Score -1117673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1117676.750000 Penalty: 4537.375000
	Iteration 32Q: 3 clusters Score -1117677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1117682.250000 Penalty: 4537.375000
	Iteration 33Q: 3 clusters Score -1117682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1117683.750000 Penalty: 4537.375000
	Iteration 34Q: 3 clusters Score -1117684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1117685.875000 Penalty: 4537.375000
	Iteration 35Q: 3 clusters Score -1117686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1117690.000000 Penalty: 4537.375000
	Iteration 36Q: 3 clusters Score -1117690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1117693.125000 Penalty: 4537.375000
	Iteration 37Q: 3 clusters Score -1117693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1117694.875000 Penalty: 4537.375000
	Iteration 38Q: 3 clusters Score -1117695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1117695.750000 Penalty: 4537.375000
	Iteration 39Q: 3 clusters Score -1117696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1117700.000000 Penalty: 4537.375000
	Iteration 40F: 3 clusters Score -1117700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1117704.000000 Penalty: 4537.375000
	Iteration 41Q: 3 clusters Score -1117704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1117710.125000 Penalty: 4537.375000
	Iteration 42Q: 3 clusters Score -1117710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1117714.875000 Penalty: 4537.375000
	Iteration 43Q: 3 clusters Score -1117715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1117722.750000 Penalty: 4537.375000
	Iteration 44Q: 3 clusters Score -1117723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1117729.125000 Penalty: 4537.375000
	Iteration 45Q: 3 clusters Score -1117729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1117734.750000 Penalty: 4537.375000
	Iteration 46Q: 3 clusters Score -1117735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1117739.375000 Penalty: 4537.375000
	Iteration 47Q: 3 clusters Score -1117739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1117749.000000 Penalty: 4537.375000
	Iteration 48Q: 3 clusters Score -1117749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1117752.500000 Penalty: 4537.375000
	Iteration 49Q: 3 clusters Score -1117752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1117753.375000 Penalty: 4537.375000
	Iteration 50Q: 3 clusters Score -1117753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1117760.500000 Penalty: 4537.375000
	Iteration 51Q: 3 clusters Score -1117760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1117765.625000 Penalty: 4537.375000
	Iteration 52Q: 3 clusters Score -1117766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1117766.125000 Penalty: 4537.375000
	Iteration 53Q: 3 clusters Score -1117766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1117763.375000 Penalty: 4537.375000
	Iteration 54Q: 3 clusters Score -1117763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1117768.000000 Penalty: 4537.375000
	Iteration 55Q: 3 clusters Score -1117768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1117768.375000 Penalty: 4537.375000
	Iteration 56Q: 3 clusters Score -1117768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1117768.375000 Penalty: 4537.375000
	Iteration 57Q: 3 clusters Score -1117768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1117770.625000 Penalty: 4537.375000
	Iteration 58Q: 3 clusters Score -1117771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1117770.125000 Penalty: 4537.375000
	Iteration 59Q: 3 clusters Score -1117770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1117770.500000 Penalty: 4537.375000
	Iteration 60F: 3 clusters Score -1117770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (31536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Entering Unmasked Estep 
Score: -3780427.750000 Penalty: 2569.003418
	Iteration 0F: 2 clusters Score -3780428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -3758889.750000 Penalty: 5138.006836
	Iteration 0F: 3 clusters Score -3758890 nChanged 14258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -3766822.500000 Penalty: 5138.006836
	Iteration 1F: 3 clusters Score -3766822 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -3767348.000000 Penalty: 5138.006836
	Iteration 2Q: 3 clusters Score -3767348 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -3767908.000000 Penalty: 5138.006836
	Iteration 3Q: 3 clusters Score -3767908 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -3768629.500000 Penalty: 5138.006836
	Iteration 4Q: 3 clusters Score -3768630 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -3769500.250000 Penalty: 5138.006836
	Iteration 5F: 3 clusters Score -3769500 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -3770708.500000 Penalty: 5138.006836
	Iteration 6F: 3 clusters Score -3770708 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -3772125.000000 Penalty: 5138.006836
	Iteration 7F: 3 clusters Score -3772125 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -3773584.000000 Penalty: 5138.006836
	Iteration 8F: 3 clusters Score -3773584 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3775042.000000 Penalty: 5138.006836
	Iteration 9F: 3 clusters Score -3775042 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3776381.000000 Penalty: 5138.006836
	Iteration 10Q: 3 clusters Score -3776381 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3777442.750000 Penalty: 5138.006836
	Iteration 11Q: 3 clusters Score -3777443 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -3778047.250000 Penalty: 5138.006836
	Iteration 12Q: 3 clusters Score -3778047 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -3778344.250000 Penalty: 5138.006836
	Iteration 13Q: 3 clusters Score -3778344 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -3778517.000000 Penalty: 5138.006836
	Iteration 14Q: 3 clusters Score -3778517 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -3778611.000000 Penalty: 5138.006836
	Iteration 15Q: 3 clusters Score -3778611 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -3778702.750000 Penalty: 5138.006836
	Iteration 16Q: 3 clusters Score -3778703 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -3778755.000000 Penalty: 5138.006836
	Iteration 17Q: 3 clusters Score -3778755 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3778781.250000 Penalty: 5138.006836
	Iteration 18Q: 3 clusters Score -3778781 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3778818.250000 Penalty: 5138.006836
	Iteration 19Q: 3 clusters Score -3778818 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -3778848.000000 Penalty: 5138.006836
	Iteration 20F: 3 clusters Score -3778848 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -3778855.750000 Penalty: 5138.006836
	Iteration 21Q: 3 clusters Score -3778856 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -3778886.500000 Penalty: 5138.006836
	Iteration 22Q: 3 clusters Score -3778886 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -3778896.750000 Penalty: 5138.006836
	Iteration 23Q: 3 clusters Score -3778897 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -3778909.750000 Penalty: 5138.006836
	Iteration 24Q: 3 clusters Score -3778910 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -3778926.000000 Penalty: 5138.006836
	Iteration 25Q: 3 clusters Score -3778926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -3778930.750000 Penalty: 5138.006836
	Iteration 26Q: 3 clusters Score -3778931 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -3778944.750000 Penalty: 5138.006836
	Iteration 27Q: 3 clusters Score -3778945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -3778952.500000 Penalty: 5138.006836
	Iteration 28Q: 3 clusters Score -3778952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3778946.250000 Penalty: 5138.006836
	Iteration 29Q: 3 clusters Score -3778946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -3778950.250000 Penalty: 5138.006836
	Iteration 30Q: 3 clusters Score -3778950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -3778964.500000 Penalty: 5138.006836
	Iteration 31Q: 3 clusters Score -3778964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -3778959.750000 Penalty: 5138.006836
	Iteration 32Q: 3 clusters Score -3778960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -3778951.250000 Penalty: 5138.006836
	Iteration 33Q: 3 clusters Score -3778951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -3778961.000000 Penalty: 5138.006836
	Iteration 34Q: 3 clusters Score -3778961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -3778963.250000 Penalty: 5138.006836
	Iteration 35Q: 3 clusters Score -3778963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -3778965.000000 Penalty: 5138.006836
	Iteration 36Q: 3 clusters Score -3778965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -3778974.500000 Penalty: 5138.006836
	Iteration 37Q: 3 clusters Score -3778974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -3778966.750000 Penalty: 5138.006836
	Iteration 38Q: 3 clusters Score -3778967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -3778969.500000 Penalty: 5138.006836
	Iteration 39Q: 3 clusters Score -3778970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -3778967.000000 Penalty: 5138.006836
	Iteration 40F: 3 clusters Score -3778967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -3778966.750000 Penalty: 5138.006836
	Iteration 41Q: 3 clusters Score -3778967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -3778966.250000 Penalty: 5138.006836
	Iteration 42Q: 3 clusters Score -3778966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -3778973.000000 Penalty: 5138.006836
	Iteration 43Q: 3 clusters Score -3778973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3778974.250000 Penalty: 5138.006836
	Iteration 44Q: 3 clusters Score -3778974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -3778976.000000 Penalty: 5138.006836
	Iteration 45Q: 3 clusters Score -3778976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -3778986.500000 Penalty: 5138.006836
	Iteration 46Q: 3 clusters Score -3778986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -3778991.500000 Penalty: 5138.006836
	Iteration 47Q: 3 clusters Score -3778992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -3778987.500000 Penalty: 5138.006836
	Iteration 48Q: 3 clusters Score -3778988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -3778994.250000 Penalty: 5138.006836
	Iteration 49Q: 3 clusters Score -3778994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -3778996.500000 Penalty: 5138.006836
	Iteration 50Q: 3 clusters Score -3778996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -3778995.500000 Penalty: 5138.006836
	Iteration 51Q: 3 clusters Score -3778996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -3779000.000000 Penalty: 5138.006836
	Iteration 52Q: 3 clusters Score -3779000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -3778998.750000 Penalty: 5138.006836
	Iteration 53Q: 3 clusters Score -3778999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -3778998.750000 Penalty: 5138.006836
	Iteration 54Q: 3 clusters Score -3778999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -3778997.250000 Penalty: 5138.006836
	Iteration 55Q: 3 clusters Score -3778997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -3779000.000000 Penalty: 5138.006836
	Iteration 56Q: 3 clusters Score -3779000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -3778998.750000 Penalty: 5138.006836
	Iteration 57Q: 3 clusters Score -3778999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -3778999.000000 Penalty: 5138.006836
	Iteration 58Q: 3 clusters Score -3778999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -3778997.750000 Penalty: 5138.006836
	Iteration 59Q: 3 clusters Score -3778998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -3778997.750000 Penalty: 5138.006836
	Iteration 60F: 3 clusters Score -3778998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Entering Unmasked Estep 
Score: -797858.875000 Penalty: 2209.557373
	Iteration 0F: 2 clusters Score -797858.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -791865.000000 Penalty: 4419.114746
	Iteration 0F: 3 clusters Score -791865 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -793556.937500 Penalty: 4419.114746
	Iteration 1F: 3 clusters Score -793556.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -793879.125000 Penalty: 4419.114746
	Iteration 2F: 3 clusters Score -793879.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -794158.000000 Penalty: 4419.114746
	Iteration 3F: 3 clusters Score -794158 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -794456.437500 Penalty: 4419.114746
	Iteration 4F: 3 clusters Score -794456.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -794840.312500 Penalty: 4419.114746
	Iteration 5F: 3 clusters Score -794840.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -795294.125000 Penalty: 4419.114746
	Iteration 6F: 3 clusters Score -795294.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -795737.875000 Penalty: 4419.114746
	Iteration 7F: 3 clusters Score -795737.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -796039.500000 Penalty: 4419.114746
	Iteration 8F: 3 clusters Score -796039.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -796275.000000 Penalty: 4419.114746
	Iteration 9Q: 3 clusters Score -796275 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -796438.687500 Penalty: 4419.114746
	Iteration 10Q: 3 clusters Score -796438.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -796537.500000 Penalty: 4419.114746
	Iteration 11Q: 3 clusters Score -796537.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -796622.562500 Penalty: 4419.114746
	Iteration 12Q: 3 clusters Score -796622.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -796689.062500 Penalty: 4419.114746
	Iteration 13Q: 3 clusters Score -796689.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -796736.437500 Penalty: 4419.114746
	Iteration 14Q: 3 clusters Score -796736.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -796779.187500 Penalty: 4419.114746
	Iteration 15Q: 3 clusters Score -796779.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -796808.375000 Penalty: 4419.114746
	Iteration 16Q: 3 clusters Score -796808.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -796840.250000 Penalty: 4419.114746
	Iteration 17Q: 3 clusters Score -796840.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -796873.937500 Penalty: 4419.114746
	Iteration 18Q: 3 clusters Score -796873.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -796906.125000 Penalty: 4419.114746
	Iteration 19Q: 3 clusters Score -796906.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -796941.062500 Penalty: 4419.114746
	Iteration 20F: 3 clusters Score -796941.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -796967.062500 Penalty: 4419.114746
	Iteration 21Q: 3 clusters Score -796967.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -796993.562500 Penalty: 4419.114746
	Iteration 22Q: 3 clusters Score -796993.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -797014.812500 Penalty: 4419.114746
	Iteration 23Q: 3 clusters Score -797014.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -797030.375000 Penalty: 4419.114746
	Iteration 24Q: 3 clusters Score -797030.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -797044.562500 Penalty: 4419.114746
	Iteration 25Q: 3 clusters Score -797044.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -797060.562500 Penalty: 4419.114746
	Iteration 26Q: 3 clusters Score -797060.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -797079.625000 Penalty: 4419.114746
	Iteration 27Q: 3 clusters Score -797079.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -797097.500000 Penalty: 4419.114746
	Iteration 28Q: 3 clusters Score -797097.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -797119.250000 Penalty: 4419.114746
	Iteration 29Q: 3 clusters Score -797119.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -797141.062500 Penalty: 4419.114746
	Iteration 30Q: 3 clusters Score -797141.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -797157.437500 Penalty: 4419.114746
	Iteration 31Q: 3 clusters Score -797157.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -797172.000000 Penalty: 4419.114746
	Iteration 32Q: 3 clusters Score -797172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -797187.750000 Penalty: 4419.114746
	Iteration 33Q: 3 clusters Score -797187.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -797199.812500 Penalty: 4419.114746
	Iteration 34Q: 3 clusters Score -797199.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -797209.875000 Penalty: 4419.114746
	Iteration 35Q: 3 clusters Score -797209.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -797218.562500 Penalty: 4419.114746
	Iteration 36Q: 3 clusters Score -797218.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -797229.562500 Penalty: 4419.114746
	Iteration 37Q: 3 clusters Score -797229.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -797242.000000 Penalty: 4419.114746
	Iteration 38Q: 3 clusters Score -797242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -797256.937500 Penalty: 4419.114746
	Iteration 39Q: 3 clusters Score -797256.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -797265.000000 Penalty: 4419.114746
	Iteration 40F: 3 clusters Score -797265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -797274.125000 Penalty: 4419.114746
	Iteration 41Q: 3 clusters Score -797274.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -797283.125000 Penalty: 4419.114746
	Iteration 42Q: 3 clusters Score -797283.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -797294.500000 Penalty: 4419.114746
	Iteration 43Q: 3 clusters Score -797294.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -797302.437500 Penalty: 4419.114746
	Iteration 44Q: 3 clusters Score -797302.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -797306.562500 Penalty: 4419.114746
	Iteration 45Q: 3 clusters Score -797306.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -797309.937500 Penalty: 4419.114746
	Iteration 46Q: 3 clusters Score -797309.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -797317.625000 Penalty: 4419.114746
	Iteration 47Q: 3 clusters Score -797317.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -797321.000000 Penalty: 4419.114746
	Iteration 48Q: 3 clusters Score -797321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -797321.000000 Penalty: 4419.114746
	Iteration 49Q: 3 clusters Score -797321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -797321.250000 Penalty: 4419.114746
	Iteration 50Q: 3 clusters Score -797321.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -797324.500000 Penalty: 4419.114746
	Iteration 51Q: 3 clusters Score -797324.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -797327.500000 Penalty: 4419.114746
	Iteration 52Q: 3 clusters Score -797327.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -797331.562500 Penalty: 4419.114746
	Iteration 53Q: 3 clusters Score -797331.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -797332.875000 Penalty: 4419.114746
	Iteration 54Q: 3 clusters Score -797332.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -797335.812500 Penalty: 4419.114746
	Iteration 55Q: 3 clusters Score -797335.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -797336.812500 Penalty: 4419.114746
	Iteration 56Q: 3 clusters Score -797336.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -797343.562500 Penalty: 4419.114746
	Iteration 57Q: 3 clusters Score -797343.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -797343.000000 Penalty: 4419.114746
	Iteration 58Q: 3 clusters Score -797343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -797344.875000 Penalty: 4419.114746
	Iteration 59Q: 3 clusters Score -797344.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -797347.375000 Penalty: 4419.114746
	Iteration 60F: 3 clusters Score -797347.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -797348.125000 Penalty: 4419.114746
	Iteration 61Q: 3 clusters Score -797348.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -797351.062500 Penalty: 4419.114746
	Iteration 62Q: 3 clusters Score -797351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -797352.125000 Penalty: 4419.114746
	Iteration 63Q: 3 clusters Score -797352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -797351.125000 Penalty: 4419.114746
	Iteration 64Q: 3 clusters Score -797351.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -797351.875000 Penalty: 4419.114746
	Iteration 65Q: 3 clusters Score -797351.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -797353.812500 Penalty: 4419.114746
	Iteration 66Q: 3 clusters Score -797353.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -797356.750000 Penalty: 4419.114746
	Iteration 67Q: 3 clusters Score -797356.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -797356.062500 Penalty: 4419.114746
	Iteration 68Q: 3 clusters Score -797356.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -797357.937500 Penalty: 4419.114746
	Iteration 69Q: 3 clusters Score -797357.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -797363.625000 Penalty: 4419.114746
	Iteration 70Q: 3 clusters Score -797363.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -797366.062500 Penalty: 4419.114746
	Iteration 71Q: 3 clusters Score -797366.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -797368.687500 Penalty: 4419.114746
	Iteration 72Q: 3 clusters Score -797368.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -797369.437500 Penalty: 4419.114746
	Iteration 73Q: 3 clusters Score -797369.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -797370.312500 Penalty: 4419.114746
	Iteration 74Q: 3 clusters Score -797370.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -797369.062500 Penalty: 4419.114746
	Iteration 75Q: 3 clusters Score -797369.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -797369.875000 Penalty: 4419.114746
	Iteration 76Q: 3 clusters Score -797369.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -797369.250000 Penalty: 4419.114746
	Iteration 77Q: 3 clusters Score -797369.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -797370.187500 Penalty: 4419.114746
	Iteration 78Q: 3 clusters Score -797370.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -797372.437500 Penalty: 4419.114746
	Iteration 79Q: 3 clusters Score -797372.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -797372.687500 Penalty: 4419.114746
	Iteration 80F: 3 clusters Score -797372.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -797372.875000 Penalty: 4419.114746
	Iteration 81Q: 3 clusters Score -797372.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -797373.750000 Penalty: 4419.114746
	Iteration 82Q: 3 clusters Score -797373.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -797374.062500 Penalty: 4419.114746
	Iteration 83Q: 3 clusters Score -797374.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -797373.625000 Penalty: 4419.114746
	Iteration 84Q: 3 clusters Score -797373.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -797374.500000 Penalty: 4419.114746
	Iteration 85Q: 3 clusters Score -797374.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -797374.062500 Penalty: 4419.114746
	Iteration 86Q: 3 clusters Score -797374.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -797374.062500 Penalty: 4419.114746
	Iteration 87F: 3 clusters Score -797374.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -91576.085938 Penalty: 1681.983643
	Iteration 0F: 2 clusters Score -91576.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -89763.937500 Penalty: 3363.967285
	Iteration 0F: 3 clusters Score -89763.94 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -90099.281250 Penalty: 3363.967285
	Iteration 1F: 3 clusters Score -90099.28 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90282.820312 Penalty: 3363.967285
	Iteration 2F: 3 clusters Score -90282.82 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -90539.859375 Penalty: 3363.967285
	Iteration 3F: 3 clusters Score -90539.86 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -91194.867188 Penalty: 3363.967285
	Iteration 4F: 3 clusters Score -91194.87 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91681.882812 Penalty: 3363.967285
	Iteration 5F: 3 clusters Score -91681.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -91990.867188 Penalty: 3363.967285
	Iteration 6F: 3 clusters Score -91990.87 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -92368.382812 Penalty: 3363.967285
	Iteration 7Q: 3 clusters Score -92368.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -92384.828125 Penalty: 3363.967285
	Iteration 8Q: 3 clusters Score -92384.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -92471.414062 Penalty: 3363.967285
	Iteration 9Q: 3 clusters Score -92471.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -92480.421875 Penalty: 3363.967285
	Iteration 10Q: 3 clusters Score -92480.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -92486.132812 Penalty: 3363.967285
	Iteration 11Q: 3 clusters Score -92486.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92494.281250 Penalty: 3363.967285
	Iteration 12Q: 3 clusters Score -92494.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92502.117188 Penalty: 3363.967285
	Iteration 13Q: 3 clusters Score -92502.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -92506.976562 Penalty: 3363.967285
	Iteration 14Q: 3 clusters Score -92506.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92508.023438 Penalty: 3363.967285
	Iteration 15Q: 3 clusters Score -92508.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92508.023438 Penalty: 3363.967285
	Iteration 16F: 3 clusters Score -92508.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263244 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 227806 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232887 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26254 members 
Mstep: Class 13 contains 183468 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20133 members 
Mstep: Class 18 contains 59213 members 
Mstep: Class 19 contains 45289 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3847 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2981 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7280 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31536 members 
Mstep: Class 30 contains 7402 members 
Mstep: Class 31 contains 523 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23770 members 
Mstep: Class 34 contains 359 members 
Entering Unmasked Estep 
Score: -148027600.000000 Penalty: 118343.976562
Splitting cluster 31 changes total score from -148028416.000000 to -148027600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -37377.996094 Penalty: 1511.764526
	Iteration 0F: 2 clusters Score -37378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36139.218750 Penalty: 3023.529053
	Iteration 0F: 3 clusters Score -36139.22 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36751.781250 Penalty: 3023.529053
	Iteration 1F: 3 clusters Score -36751.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -37016.562500 Penalty: 3023.529053
	Iteration 2F: 3 clusters Score -37016.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37183.996094 Penalty: 3023.529053
	Iteration 3F: 3 clusters Score -37184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -37309.125000 Penalty: 3023.529053
	Iteration 4Q: 3 clusters Score -37309.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -37428.113281 Penalty: 3023.529053
	Iteration 5Q: 3 clusters Score -37428.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37603.246094 Penalty: 3023.529053
	Iteration 6Q: 3 clusters Score -37603.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -37764.277344 Penalty: 3023.529053
	Iteration 7Q: 3 clusters Score -37764.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37912.875000 Penalty: 3023.529053
	Iteration 8Q: 3 clusters Score -37912.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37946.648438 Penalty: 3023.529053
	Iteration 9Q: 3 clusters Score -37946.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37965.113281 Penalty: 3023.529053
	Iteration 10F: 3 clusters Score -37965.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -38081.910156 Penalty: 3023.529053
	Iteration 11Q: 3 clusters Score -38081.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -38728.835938 Penalty: 3023.529053
	Iteration 12Q: 3 clusters Score -38728.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38738.617188 Penalty: 3023.529053
	Iteration 13Q: 3 clusters Score -38738.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -38738.617188 Penalty: 3023.529053
	Iteration 14F: 3 clusters Score -38738.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263244 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 227806 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232887 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26254 members 
Mstep: Class 13 contains 183468 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20133 members 
Mstep: Class 18 contains 59213 members 
Mstep: Class 19 contains 45289 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3847 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2981 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7280 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31536 members 
Mstep: Class 30 contains 7402 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 296 members 
Mstep: Class 33 contains 23770 members 
Mstep: Class 34 contains 148 members 
Entering Unmasked Estep 
Score: -148027824.000000 Penalty: 118343.976562
Splitting cluster 32 changes total score from -148028416.000000 to -148027824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (23770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Entering Unmasked Estep 
Score: -2816760.750000 Penalty: 2498.892578
	Iteration 0F: 2 clusters Score -2816761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -2800228.000000 Penalty: 4997.785156
	Iteration 0F: 3 clusters Score -2800228 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2805951.000000 Penalty: 4997.785156
	Iteration 1F: 3 clusters Score -2805951 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2806582.500000 Penalty: 4997.785156
	Iteration 2F: 3 clusters Score -2806582 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2807271.500000 Penalty: 4997.785156
	Iteration 3F: 3 clusters Score -2807272 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2808099.750000 Penalty: 4997.785156
	Iteration 4F: 3 clusters Score -2808100 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2808972.750000 Penalty: 4997.785156
	Iteration 5F: 3 clusters Score -2808973 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2809735.250000 Penalty: 4997.785156
	Iteration 6F: 3 clusters Score -2809735 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2810294.250000 Penalty: 4997.785156
	Iteration 7F: 3 clusters Score -2810294 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2810745.500000 Penalty: 4997.785156
	Iteration 8Q: 3 clusters Score -2810746 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2811135.500000 Penalty: 4997.785156
	Iteration 9Q: 3 clusters Score -2811136 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2811524.000000 Penalty: 4997.785156
	Iteration 10Q: 3 clusters Score -2811524 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2811916.750000 Penalty: 4997.785156
	Iteration 11Q: 3 clusters Score -2811917 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2812257.750000 Penalty: 4997.785156
	Iteration 12Q: 3 clusters Score -2812258 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2812602.250000 Penalty: 4997.785156
	Iteration 13Q: 3 clusters Score -2812602 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2812965.000000 Penalty: 4997.785156
	Iteration 14Q: 3 clusters Score -2812965 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2813325.750000 Penalty: 4997.785156
	Iteration 15Q: 3 clusters Score -2813326 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2813663.500000 Penalty: 4997.785156
	Iteration 16Q: 3 clusters Score -2813664 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2813999.500000 Penalty: 4997.785156
	Iteration 17Q: 3 clusters Score -2814000 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2814313.750000 Penalty: 4997.785156
	Iteration 18Q: 3 clusters Score -2814314 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2814602.500000 Penalty: 4997.785156
	Iteration 19Q: 3 clusters Score -2814602 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2814833.250000 Penalty: 4997.785156
	Iteration 20F: 3 clusters Score -2814833 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2815020.500000 Penalty: 4997.785156
	Iteration 21Q: 3 clusters Score -2815020 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2815178.750000 Penalty: 4997.785156
	Iteration 22Q: 3 clusters Score -2815179 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2815253.750000 Penalty: 4997.785156
	Iteration 23Q: 3 clusters Score -2815254 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -2815296.000000 Penalty: 4997.785156
	Iteration 24Q: 3 clusters Score -2815296 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -2815326.000000 Penalty: 4997.785156
	Iteration 25Q: 3 clusters Score -2815326 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -2815349.500000 Penalty: 4997.785156
	Iteration 26Q: 3 clusters Score -2815350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -2815354.250000 Penalty: 4997.785156
	Iteration 27Q: 3 clusters Score -2815354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2815368.000000 Penalty: 4997.785156
	Iteration 28Q: 3 clusters Score -2815368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -2815380.500000 Penalty: 4997.785156
	Iteration 29Q: 3 clusters Score -2815380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -2815382.000000 Penalty: 4997.785156
	Iteration 30Q: 3 clusters Score -2815382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -2815385.750000 Penalty: 4997.785156
	Iteration 31Q: 3 clusters Score -2815386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -2815389.500000 Penalty: 4997.785156
	Iteration 32Q: 3 clusters Score -2815390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2815392.750000 Penalty: 4997.785156
	Iteration 33Q: 3 clusters Score -2815393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -2815394.500000 Penalty: 4997.785156
	Iteration 34Q: 3 clusters Score -2815394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -2815394.000000 Penalty: 4997.785156
	Iteration 35Q: 3 clusters Score -2815394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -2815394.000000 Penalty: 4997.785156
	Iteration 36F: 3 clusters Score -2815394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263244 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11007 members 
Mstep: Class 4 contains 227806 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232887 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26254 members 
Mstep: Class 13 contains 183468 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20133 members 
Mstep: Class 18 contains 59213 members 
Mstep: Class 19 contains 45289 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3847 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2981 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7280 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31536 members 
Mstep: Class 30 contains 7402 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028512.000000 Penalty: 114863.273438
Iteration 159Q: 34 clusters Score -1.480285e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263247 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11012 members 
Mstep: Class 4 contains 227809 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232881 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26244 members 
Mstep: Class 13 contains 183466 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53410 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20138 members 
Mstep: Class 18 contains 59218 members 
Mstep: Class 19 contains 45287 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3847 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2977 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7281 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31537 members 
Mstep: Class 30 contains 7402 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028416.000000 Penalty: 114863.273438
Iteration 160F: 34 clusters Score -1.480284e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263251 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11018 members 
Mstep: Class 4 contains 227806 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232878 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26234 members 
Mstep: Class 13 contains 183467 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53410 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20142 members 
Mstep: Class 18 contains 59224 members 
Mstep: Class 19 contains 45286 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3847 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2971 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7282 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31538 members 
Mstep: Class 30 contains 7402 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028432.000000 Penalty: 114863.273438
Iteration 161Q: 34 clusters Score -1.480284e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263253 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11024 members 
Mstep: Class 4 contains 227806 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232874 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26224 members 
Mstep: Class 13 contains 183465 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53411 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20144 members 
Mstep: Class 18 contains 59226 members 
Mstep: Class 19 contains 45285 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3847 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2969 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7286 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31538 members 
Mstep: Class 30 contains 7402 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028416.000000 Penalty: 114863.273438
Iteration 162Q: 34 clusters Score -1.480284e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263257 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11026 members 
Mstep: Class 4 contains 227805 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232870 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26218 members 
Mstep: Class 13 contains 183464 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53411 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20145 members 
Mstep: Class 18 contains 59230 members 
Mstep: Class 19 contains 45285 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3847 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2963 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7290 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31540 members 
Mstep: Class 30 contains 7403 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028480.000000 Penalty: 114863.273438
Iteration 163Q: 34 clusters Score -1.480285e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263257 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11032 members 
Mstep: Class 4 contains 227811 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232864 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26209 members 
Mstep: Class 13 contains 183461 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53411 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20148 members 
Mstep: Class 18 contains 59233 members 
Mstep: Class 19 contains 45284 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3847 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2961 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7289 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31543 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028512.000000 Penalty: 114863.273438
Iteration 164Q: 34 clusters Score -1.480285e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263263 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11034 members 
Mstep: Class 4 contains 227813 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232856 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26209 members 
Mstep: Class 13 contains 183457 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53412 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20147 members 
Mstep: Class 18 contains 59234 members 
Mstep: Class 19 contains 45284 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3846 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2958 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7289 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31548 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028512.000000 Penalty: 114863.273438
Iteration 165Q: 34 clusters Score -1.480285e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263264 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11034 members 
Mstep: Class 4 contains 227816 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232853 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26214 members 
Mstep: Class 13 contains 183454 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53411 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20148 members 
Mstep: Class 18 contains 59236 members 
Mstep: Class 19 contains 45283 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3842 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2956 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7289 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31551 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028464.000000 Penalty: 114863.273438
Iteration 166Q: 34 clusters Score -1.480285e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263263 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11034 members 
Mstep: Class 4 contains 227816 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232853 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26216 members 
Mstep: Class 13 contains 183453 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53410 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20148 members 
Mstep: Class 18 contains 59236 members 
Mstep: Class 19 contains 45282 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3842 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2956 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7288 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31552 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028576.000000 Penalty: 114863.273438
Iteration 167Q: 34 clusters Score -1.480286e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263264 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11035 members 
Mstep: Class 4 contains 227818 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232850 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26213 members 
Mstep: Class 13 contains 183451 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20148 members 
Mstep: Class 18 contains 59238 members 
Mstep: Class 19 contains 45282 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3843 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2956 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7288 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31552 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028496.000000 Penalty: 114863.273438
Iteration 168Q: 34 clusters Score -1.480285e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263266 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11036 members 
Mstep: Class 4 contains 227818 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232846 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26210 members 
Mstep: Class 13 contains 183452 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20149 members 
Mstep: Class 18 contains 59239 members 
Mstep: Class 19 contains 45282 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3843 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2956 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7287 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31553 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028560.000000 Penalty: 114863.273438
Iteration 169Q: 34 clusters Score -1.480286e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263267 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11036 members 
Mstep: Class 4 contains 227822 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232843 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26209 members 
Mstep: Class 13 contains 183450 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20150 members 
Mstep: Class 18 contains 59240 members 
Mstep: Class 19 contains 45282 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3843 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2956 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7286 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31553 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028560.000000 Penalty: 114863.273438
Iteration 170Q: 34 clusters Score -1.480286e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263269 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11036 members 
Mstep: Class 4 contains 227821 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232844 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26208 members 
Mstep: Class 13 contains 183449 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20150 members 
Mstep: Class 18 contains 59241 members 
Mstep: Class 19 contains 45282 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3843 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2955 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7286 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31553 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028528.000000 Penalty: 114863.273438
Iteration 171Q: 34 clusters Score -1.480285e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263266 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11036 members 
Mstep: Class 4 contains 227822 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232847 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26208 members 
Mstep: Class 13 contains 183449 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20150 members 
Mstep: Class 18 contains 59242 members 
Mstep: Class 19 contains 45282 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3843 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2953 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7286 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31553 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028544.000000 Penalty: 114863.273438
Iteration 172Q: 34 clusters Score -1.480285e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263268 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11036 members 
Mstep: Class 4 contains 227824 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232845 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26208 members 
Mstep: Class 13 contains 183449 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20150 members 
Mstep: Class 18 contains 59243 members 
Mstep: Class 19 contains 45282 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3843 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2950 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7286 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31553 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028480.000000 Penalty: 114863.273438
Iteration 173Q: 34 clusters Score -1.480285e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263269 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11036 members 
Mstep: Class 4 contains 227826 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232843 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26208 members 
Mstep: Class 13 contains 183448 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20150 members 
Mstep: Class 18 contains 59243 members 
Mstep: Class 19 contains 45282 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3843 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2948 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7288 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31553 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028512.000000 Penalty: 114863.273438
Iteration 174Q: 34 clusters Score -1.480285e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263271 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11036 members 
Mstep: Class 4 contains 227827 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232840 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26208 members 
Mstep: Class 13 contains 183448 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20150 members 
Mstep: Class 18 contains 59243 members 
Mstep: Class 19 contains 45282 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3843 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2948 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7288 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31553 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028528.000000 Penalty: 114863.273438
Iteration 175Q: 34 clusters Score -1.480285e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263271 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11036 members 
Mstep: Class 4 contains 227827 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232840 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26208 members 
Mstep: Class 13 contains 183448 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20150 members 
Mstep: Class 18 contains 59243 members 
Mstep: Class 19 contains 45282 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3843 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2948 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7288 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31553 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028528.000000 Penalty: 114863.273438
Iteration 176F: 34 clusters Score -1.480285e+08 nChanged 0
Entering ConstructFrom: 
Score: -148028528.000000 Penalty: 114863.273438
Entering ConstructFrom: 
Trying to split cluster 1 (263271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263271 members 
Entering Unmasked Estep 
Score: -32332406.000000 Penalty: 3095.272949
	Iteration 0F: 2 clusters Score -3.233241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131703 members 
Mstep: Class 2 contains 131568 members 
Entering Unmasked Estep 
Score: -32161034.000000 Penalty: 6190.545898
	Iteration 0F: 3 clusters Score -3.216103e+07 nChanged 126881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132572 members 
Mstep: Class 2 contains 130699 members 
Entering Unmasked Estep 
Score: -32235522.000000 Penalty: 6190.545898
	Iteration 1F: 3 clusters Score -3.223552e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133117 members 
Mstep: Class 2 contains 130154 members 
Entering Unmasked Estep 
Score: -32236992.000000 Penalty: 6190.545898
	Iteration 2Q: 3 clusters Score -3.223699e+07 nChanged 7342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134007 members 
Mstep: Class 2 contains 129264 members 
Entering Unmasked Estep 
Score: -32238504.000000 Penalty: 6190.545898
	Iteration 3Q: 3 clusters Score -3.22385e+07 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135445 members 
Mstep: Class 2 contains 127826 members 
Entering Unmasked Estep 
Score: -32240604.000000 Penalty: 6190.545898
	Iteration 4Q: 3 clusters Score -3.22406e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137739 members 
Mstep: Class 2 contains 125532 members 
Entering Unmasked Estep 
Score: -32243882.000000 Penalty: 6190.545898
	Iteration 5Q: 3 clusters Score -3.224388e+07 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141124 members 
Mstep: Class 2 contains 122147 members 
Entering Unmasked Estep 
Score: -32248392.000000 Penalty: 6190.545898
	Iteration 6Q: 3 clusters Score -3.224839e+07 nChanged 13612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146120 members 
Mstep: Class 2 contains 117151 members 
Entering Unmasked Estep 
Score: -32255668.000000 Penalty: 6190.545898
	Iteration 7F: 3 clusters Score -3.225567e+07 nChanged 16039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152511 members 
Mstep: Class 2 contains 110760 members 
Entering Unmasked Estep 
Score: -32266356.000000 Penalty: 6190.545898
	Iteration 8F: 3 clusters Score -3.226636e+07 nChanged 17684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159249 members 
Mstep: Class 2 contains 104022 members 
Entering Unmasked Estep 
Score: -32279752.000000 Penalty: 6190.545898
	Iteration 9F: 3 clusters Score -3.227975e+07 nChanged 16786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165047 members 
Mstep: Class 2 contains 98224 members 
Entering Unmasked Estep 
Score: -32291056.000000 Penalty: 6190.545898
	Iteration 10F: 3 clusters Score -3.229106e+07 nChanged 12663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169220 members 
Mstep: Class 2 contains 94051 members 
Entering Unmasked Estep 
Score: -32297066.000000 Penalty: 6190.545898
	Iteration 11Q: 3 clusters Score -3.229707e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172787 members 
Mstep: Class 2 contains 90484 members 
Entering Unmasked Estep 
Score: -32299494.000000 Penalty: 6190.545898
	Iteration 12Q: 3 clusters Score -3.229949e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176539 members 
Mstep: Class 2 contains 86732 members 
Entering Unmasked Estep 
Score: -32301016.000000 Penalty: 6190.545898
	Iteration 13Q: 3 clusters Score -3.230102e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180566 members 
Mstep: Class 2 contains 82705 members 
Entering Unmasked Estep 
Score: -32302480.000000 Penalty: 6190.545898
	Iteration 14Q: 3 clusters Score -3.230248e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184838 members 
Mstep: Class 2 contains 78433 members 
Entering Unmasked Estep 
Score: -32303922.000000 Penalty: 6190.545898
	Iteration 15Q: 3 clusters Score -3.230392e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189435 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -32305624.000000 Penalty: 6190.545898
	Iteration 16Q: 3 clusters Score -3.230562e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194189 members 
Mstep: Class 2 contains 69082 members 
Entering Unmasked Estep 
Score: -32307332.000000 Penalty: 6190.545898
	Iteration 17Q: 3 clusters Score -3.230733e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199274 members 
Mstep: Class 2 contains 63997 members 
Entering Unmasked Estep 
Score: -32309128.000000 Penalty: 6190.545898
	Iteration 18Q: 3 clusters Score -3.230913e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204443 members 
Mstep: Class 2 contains 58828 members 
Entering Unmasked Estep 
Score: -32311066.000000 Penalty: 6190.545898
	Iteration 19Q: 3 clusters Score -3.231107e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209443 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
Score: -32313054.000000 Penalty: 6190.545898
	Iteration 20F: 3 clusters Score -3.231305e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214142 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -32314754.000000 Penalty: 6190.545898
	Iteration 21Q: 3 clusters Score -3.231475e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218612 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -32316116.000000 Penalty: 6190.545898
	Iteration 22Q: 3 clusters Score -3.231612e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222651 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -32317150.000000 Penalty: 6190.545898
	Iteration 23Q: 3 clusters Score -3.231715e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226376 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -32318602.000000 Penalty: 6190.545898
	Iteration 24Q: 3 clusters Score -3.23186e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229869 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -32319976.000000 Penalty: 6190.545898
	Iteration 25Q: 3 clusters Score -3.231998e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233079 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -32321334.000000 Penalty: 6190.545898
	Iteration 26Q: 3 clusters Score -3.232133e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235975 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -32322348.000000 Penalty: 6190.545898
	Iteration 27Q: 3 clusters Score -3.232235e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238622 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -32323636.000000 Penalty: 6190.545898
	Iteration 28Q: 3 clusters Score -3.232364e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241000 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -32324658.000000 Penalty: 6190.545898
	Iteration 29Q: 3 clusters Score -3.232466e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243052 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -32325844.000000 Penalty: 6190.545898
	Iteration 30Q: 3 clusters Score -3.232584e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244826 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -32326408.000000 Penalty: 6190.545898
	Iteration 31Q: 3 clusters Score -3.232641e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246414 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -32326978.000000 Penalty: 6190.545898
	Iteration 32Q: 3 clusters Score -3.232698e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247831 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -32327330.000000 Penalty: 6190.545898
	Iteration 33Q: 3 clusters Score -3.232733e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249071 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -32327618.000000 Penalty: 6190.545898
	Iteration 34Q: 3 clusters Score -3.232762e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250191 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -32327986.000000 Penalty: 6190.545898
	Iteration 35Q: 3 clusters Score -3.232799e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251165 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -32328268.000000 Penalty: 6190.545898
	Iteration 36Q: 3 clusters Score -3.232827e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252068 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -32328480.000000 Penalty: 6190.545898
	Iteration 37Q: 3 clusters Score -3.232848e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252900 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -32328670.000000 Penalty: 6190.545898
	Iteration 38Q: 3 clusters Score -3.232867e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253691 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -32328818.000000 Penalty: 6190.545898
	Iteration 39Q: 3 clusters Score -3.232882e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254406 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -32329046.000000 Penalty: 6190.545898
	Iteration 40F: 3 clusters Score -3.232905e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255089 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -32329162.000000 Penalty: 6190.545898
	Iteration 41Q: 3 clusters Score -3.232916e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255691 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -32329218.000000 Penalty: 6190.545898
	Iteration 42Q: 3 clusters Score -3.232922e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256242 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -32329364.000000 Penalty: 6190.545898
	Iteration 43Q: 3 clusters Score -3.232936e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256722 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -32329432.000000 Penalty: 6190.545898
	Iteration 44Q: 3 clusters Score -3.232943e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257173 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -32329482.000000 Penalty: 6190.545898
	Iteration 45Q: 3 clusters Score -3.232948e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257567 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -32329570.000000 Penalty: 6190.545898
	Iteration 46Q: 3 clusters Score -3.232957e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257908 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -32329590.000000 Penalty: 6190.545898
	Iteration 47Q: 3 clusters Score -3.232959e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258195 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -32329578.000000 Penalty: 6190.545898
	Iteration 48Q: 3 clusters Score -3.232958e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258441 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -32329648.000000 Penalty: 6190.545898
	Iteration 49Q: 3 clusters Score -3.232965e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258648 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -32329656.000000 Penalty: 6190.545898
	Iteration 50Q: 3 clusters Score -3.232966e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258833 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -32329756.000000 Penalty: 6190.545898
	Iteration 51Q: 3 clusters Score -3.232976e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259008 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -32329808.000000 Penalty: 6190.545898
	Iteration 52Q: 3 clusters Score -3.232981e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259156 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -32329864.000000 Penalty: 6190.545898
	Iteration 53Q: 3 clusters Score -3.232986e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259295 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -32329850.000000 Penalty: 6190.545898
	Iteration 54Q: 3 clusters Score -3.232985e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259448 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -32329838.000000 Penalty: 6190.545898
	Iteration 55Q: 3 clusters Score -3.232984e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259591 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -32329834.000000 Penalty: 6190.545898
	Iteration 56Q: 3 clusters Score -3.232983e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259722 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -32329908.000000 Penalty: 6190.545898
	Iteration 57Q: 3 clusters Score -3.232991e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259838 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -32329886.000000 Penalty: 6190.545898
	Iteration 58Q: 3 clusters Score -3.232989e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259935 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -32329900.000000 Penalty: 6190.545898
	Iteration 59Q: 3 clusters Score -3.23299e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260027 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -32329962.000000 Penalty: 6190.545898
	Iteration 60F: 3 clusters Score -3.232996e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260108 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -32330012.000000 Penalty: 6190.545898
	Iteration 61Q: 3 clusters Score -3.233001e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260190 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -32330026.000000 Penalty: 6190.545898
	Iteration 62Q: 3 clusters Score -3.233003e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260270 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -32330032.000000 Penalty: 6190.545898
	Iteration 63Q: 3 clusters Score -3.233003e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260342 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -32330022.000000 Penalty: 6190.545898
	Iteration 64Q: 3 clusters Score -3.233002e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260409 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -32330014.000000 Penalty: 6190.545898
	Iteration 65Q: 3 clusters Score -3.233001e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260482 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -32330006.000000 Penalty: 6190.545898
	Iteration 66Q: 3 clusters Score -3.233001e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260555 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -32330036.000000 Penalty: 6190.545898
	Iteration 67Q: 3 clusters Score -3.233004e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260625 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -32330032.000000 Penalty: 6190.545898
	Iteration 68Q: 3 clusters Score -3.233003e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260685 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -32330022.000000 Penalty: 6190.545898
	Iteration 69Q: 3 clusters Score -3.233002e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260750 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -32330016.000000 Penalty: 6190.545898
	Iteration 70Q: 3 clusters Score -3.233002e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260819 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -32330014.000000 Penalty: 6190.545898
	Iteration 71Q: 3 clusters Score -3.233001e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260878 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -32330004.000000 Penalty: 6190.545898
	Iteration 72Q: 3 clusters Score -3.233e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260932 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -32329982.000000 Penalty: 6190.545898
	Iteration 73Q: 3 clusters Score -3.232998e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260996 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -32330004.000000 Penalty: 6190.545898
	Iteration 74Q: 3 clusters Score -3.233e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261055 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -32330012.000000 Penalty: 6190.545898
	Iteration 75Q: 3 clusters Score -3.233001e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261110 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -32330028.000000 Penalty: 6190.545898
	Iteration 76Q: 3 clusters Score -3.233003e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261142 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -32330068.000000 Penalty: 6190.545898
	Iteration 77Q: 3 clusters Score -3.233007e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261168 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -32330048.000000 Penalty: 6190.545898
	Iteration 78Q: 3 clusters Score -3.233005e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261193 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -32330056.000000 Penalty: 6190.545898
	Iteration 79Q: 3 clusters Score -3.233006e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261218 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -32330052.000000 Penalty: 6190.545898
	Iteration 80F: 3 clusters Score -3.233005e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261242 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -32330062.000000 Penalty: 6190.545898
	Iteration 81Q: 3 clusters Score -3.233006e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261266 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -32330078.000000 Penalty: 6190.545898
	Iteration 82Q: 3 clusters Score -3.233008e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261287 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -32330108.000000 Penalty: 6190.545898
	Iteration 83Q: 3 clusters Score -3.233011e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261308 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -32330084.000000 Penalty: 6190.545898
	Iteration 84Q: 3 clusters Score -3.233008e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261331 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -32330094.000000 Penalty: 6190.545898
	Iteration 85Q: 3 clusters Score -3.233009e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261356 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -32330060.000000 Penalty: 6190.545898
	Iteration 86Q: 3 clusters Score -3.233006e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261377 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -32330062.000000 Penalty: 6190.545898
	Iteration 87Q: 3 clusters Score -3.233006e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261396 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -32330082.000000 Penalty: 6190.545898
	Iteration 88Q: 3 clusters Score -3.233008e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261417 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -32330064.000000 Penalty: 6190.545898
	Iteration 89Q: 3 clusters Score -3.233006e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261445 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -32330064.000000 Penalty: 6190.545898
	Iteration 90Q: 3 clusters Score -3.233006e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261474 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -32330080.000000 Penalty: 6190.545898
	Iteration 91Q: 3 clusters Score -3.233008e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261500 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -32330090.000000 Penalty: 6190.545898
	Iteration 92Q: 3 clusters Score -3.233009e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261525 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -32330100.000000 Penalty: 6190.545898
	Iteration 93Q: 3 clusters Score -3.23301e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261550 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -32330114.000000 Penalty: 6190.545898
	Iteration 94Q: 3 clusters Score -3.233011e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261576 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -32330106.000000 Penalty: 6190.545898
	Iteration 95Q: 3 clusters Score -3.233011e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261605 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -32330116.000000 Penalty: 6190.545898
	Iteration 96Q: 3 clusters Score -3.233012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261623 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -32330100.000000 Penalty: 6190.545898
	Iteration 97Q: 3 clusters Score -3.23301e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261633 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -32330098.000000 Penalty: 6190.545898
	Iteration 98Q: 3 clusters Score -3.23301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261647 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -32330094.000000 Penalty: 6190.545898
	Iteration 99Q: 3 clusters Score -3.233009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261663 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -32330078.000000 Penalty: 6190.545898
	Iteration 100F: 3 clusters Score -3.233008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261675 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -32330110.000000 Penalty: 6190.545898
	Iteration 101Q: 3 clusters Score -3.233011e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261695 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -32330116.000000 Penalty: 6190.545898
	Iteration 102Q: 3 clusters Score -3.233012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261715 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -32330118.000000 Penalty: 6190.545898
	Iteration 103Q: 3 clusters Score -3.233012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261733 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -32330128.000000 Penalty: 6190.545898
	Iteration 104Q: 3 clusters Score -3.233013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261748 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -32330120.000000 Penalty: 6190.545898
	Iteration 105Q: 3 clusters Score -3.233012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261759 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -32330108.000000 Penalty: 6190.545898
	Iteration 106Q: 3 clusters Score -3.233011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261770 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -32330116.000000 Penalty: 6190.545898
	Iteration 107Q: 3 clusters Score -3.233012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261779 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -32330134.000000 Penalty: 6190.545898
	Iteration 108Q: 3 clusters Score -3.233013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261785 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -32330122.000000 Penalty: 6190.545898
	Iteration 109Q: 3 clusters Score -3.233012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261791 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -32330102.000000 Penalty: 6190.545898
	Iteration 110Q: 3 clusters Score -3.23301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261798 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -32330098.000000 Penalty: 6190.545898
	Iteration 111Q: 3 clusters Score -3.23301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261802 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -32330094.000000 Penalty: 6190.545898
	Iteration 112Q: 3 clusters Score -3.233009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261803 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -32330098.000000 Penalty: 6190.545898
	Iteration 113Q: 3 clusters Score -3.23301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261804 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -32330090.000000 Penalty: 6190.545898
	Iteration 114Q: 3 clusters Score -3.233009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261805 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -32330102.000000 Penalty: 6190.545898
	Iteration 115Q: 3 clusters Score -3.23301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261807 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -32330096.000000 Penalty: 6190.545898
	Iteration 116Q: 3 clusters Score -3.23301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261808 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -32330080.000000 Penalty: 6190.545898
	Iteration 117Q: 3 clusters Score -3.233008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261810 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -32330086.000000 Penalty: 6190.545898
	Iteration 118Q: 3 clusters Score -3.233009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261814 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -32330086.000000 Penalty: 6190.545898
	Iteration 119Q: 3 clusters Score -3.233009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261815 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -32330080.000000 Penalty: 6190.545898
	Iteration 120F: 3 clusters Score -3.233008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261818 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -32330082.000000 Penalty: 6190.545898
	Iteration 121Q: 3 clusters Score -3.233008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261825 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -32330062.000000 Penalty: 6190.545898
	Iteration 122Q: 3 clusters Score -3.233006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261831 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -32330080.000000 Penalty: 6190.545898
	Iteration 123Q: 3 clusters Score -3.233008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261839 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -32330082.000000 Penalty: 6190.545898
	Iteration 124Q: 3 clusters Score -3.233008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261850 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -32330094.000000 Penalty: 6190.545898
	Iteration 125Q: 3 clusters Score -3.233009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261858 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -32330096.000000 Penalty: 6190.545898
	Iteration 126Q: 3 clusters Score -3.23301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261860 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -32330076.000000 Penalty: 6190.545898
	Iteration 127Q: 3 clusters Score -3.233008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261866 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -32330100.000000 Penalty: 6190.545898
	Iteration 128Q: 3 clusters Score -3.23301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261874 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -32330076.000000 Penalty: 6190.545898
	Iteration 129Q: 3 clusters Score -3.233008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261879 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -32330082.000000 Penalty: 6190.545898
	Iteration 130Q: 3 clusters Score -3.233008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261887 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -32330084.000000 Penalty: 6190.545898
	Iteration 131Q: 3 clusters Score -3.233008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261892 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -32330090.000000 Penalty: 6190.545898
	Iteration 132Q: 3 clusters Score -3.233009e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261895 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -32330084.000000 Penalty: 6190.545898
	Iteration 133Q: 3 clusters Score -3.233008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261897 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -32330096.000000 Penalty: 6190.545898
	Iteration 134Q: 3 clusters Score -3.23301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261898 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -32330102.000000 Penalty: 6190.545898
	Iteration 135Q: 3 clusters Score -3.23301e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261900 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -32330112.000000 Penalty: 6190.545898
	Iteration 136Q: 3 clusters Score -3.233011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261900 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -32330112.000000 Penalty: 6190.545898
	Iteration 137F: 3 clusters Score -3.233011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Entering Unmasked Estep 
Score: -284572.250000 Penalty: 1937.168579
	Iteration 0F: 2 clusters Score -284572.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -281619.781250 Penalty: 3874.337158
	Iteration 0F: 3 clusters Score -281619.8 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -282157.093750 Penalty: 3874.337158
	Iteration 1F: 3 clusters Score -282157.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -282356.968750 Penalty: 3874.337158
	Iteration 2F: 3 clusters Score -282357 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -282562.375000 Penalty: 3874.337158
	Iteration 3F: 3 clusters Score -282562.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -282716.656250 Penalty: 3874.337158
	Iteration 4F: 3 clusters Score -282716.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -282820.875000 Penalty: 3874.337158
	Iteration 5Q: 3 clusters Score -282820.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -282896.875000 Penalty: 3874.337158
	Iteration 6Q: 3 clusters Score -282896.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -282989.937500 Penalty: 3874.337158
	Iteration 7Q: 3 clusters Score -282989.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -283064.687500 Penalty: 3874.337158
	Iteration 8Q: 3 clusters Score -283064.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -283132.625000 Penalty: 3874.337158
	Iteration 9Q: 3 clusters Score -283132.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -283196.750000 Penalty: 3874.337158
	Iteration 10Q: 3 clusters Score -283196.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -283264.250000 Penalty: 3874.337158
	Iteration 11Q: 3 clusters Score -283264.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -283323.250000 Penalty: 3874.337158
	Iteration 12Q: 3 clusters Score -283323.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -283364.656250 Penalty: 3874.337158
	Iteration 13Q: 3 clusters Score -283364.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -283414.843750 Penalty: 3874.337158
	Iteration 14Q: 3 clusters Score -283414.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -283454.781250 Penalty: 3874.337158
	Iteration 15Q: 3 clusters Score -283454.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -283479.437500 Penalty: 3874.337158
	Iteration 16Q: 3 clusters Score -283479.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -283508.406250 Penalty: 3874.337158
	Iteration 17Q: 3 clusters Score -283508.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -283520.531250 Penalty: 3874.337158
	Iteration 18Q: 3 clusters Score -283520.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -283528.125000 Penalty: 3874.337158
	Iteration 19Q: 3 clusters Score -283528.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -283535.718750 Penalty: 3874.337158
	Iteration 20F: 3 clusters Score -283535.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -283544.406250 Penalty: 3874.337158
	Iteration 21Q: 3 clusters Score -283544.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -283550.218750 Penalty: 3874.337158
	Iteration 22Q: 3 clusters Score -283550.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -283554.968750 Penalty: 3874.337158
	Iteration 23Q: 3 clusters Score -283555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -283557.687500 Penalty: 3874.337158
	Iteration 24Q: 3 clusters Score -283557.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -283558.125000 Penalty: 3874.337158
	Iteration 25Q: 3 clusters Score -283558.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -283558.218750 Penalty: 3874.337158
	Iteration 26Q: 3 clusters Score -283558.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -283558.218750 Penalty: 3874.337158
	Iteration 27F: 3 clusters Score -283558.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Entering Unmasked Estep 
Score: -1305974.625000 Penalty: 2308.611572
	Iteration 0F: 2 clusters Score -1305975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1297713.500000 Penalty: 4617.223145
	Iteration 0F: 3 clusters Score -1297714 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1300171.875000 Penalty: 4617.223145
	Iteration 1F: 3 clusters Score -1300172 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1300542.875000 Penalty: 4617.223145
	Iteration 2F: 3 clusters Score -1300543 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1300844.750000 Penalty: 4617.223145
	Iteration 3F: 3 clusters Score -1300845 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1301132.750000 Penalty: 4617.223145
	Iteration 4F: 3 clusters Score -1301133 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1301468.000000 Penalty: 4617.223145
	Iteration 5Q: 3 clusters Score -1301468 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1301872.125000 Penalty: 4617.223145
	Iteration 6F: 3 clusters Score -1301872 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1302321.625000 Penalty: 4617.223145
	Iteration 7F: 3 clusters Score -1302322 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1302757.500000 Penalty: 4617.223145
	Iteration 8F: 3 clusters Score -1302758 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1303205.125000 Penalty: 4617.223145
	Iteration 9Q: 3 clusters Score -1303205 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1303552.250000 Penalty: 4617.223145
	Iteration 10Q: 3 clusters Score -1303552 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1303789.500000 Penalty: 4617.223145
	Iteration 11Q: 3 clusters Score -1303790 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1303979.125000 Penalty: 4617.223145
	Iteration 12Q: 3 clusters Score -1303979 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1304139.500000 Penalty: 4617.223145
	Iteration 13Q: 3 clusters Score -1304140 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1304285.625000 Penalty: 4617.223145
	Iteration 14Q: 3 clusters Score -1304286 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1304416.875000 Penalty: 4617.223145
	Iteration 15Q: 3 clusters Score -1304417 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1304547.375000 Penalty: 4617.223145
	Iteration 16Q: 3 clusters Score -1304547 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1304624.375000 Penalty: 4617.223145
	Iteration 17Q: 3 clusters Score -1304624 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1304668.250000 Penalty: 4617.223145
	Iteration 18Q: 3 clusters Score -1304668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1304697.750000 Penalty: 4617.223145
	Iteration 19Q: 3 clusters Score -1304698 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1304711.125000 Penalty: 4617.223145
	Iteration 20F: 3 clusters Score -1304711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1304722.250000 Penalty: 4617.223145
	Iteration 21Q: 3 clusters Score -1304722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1304726.500000 Penalty: 4617.223145
	Iteration 22Q: 3 clusters Score -1304726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1304731.125000 Penalty: 4617.223145
	Iteration 23Q: 3 clusters Score -1304731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1304730.750000 Penalty: 4617.223145
	Iteration 24Q: 3 clusters Score -1304731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1304735.625000 Penalty: 4617.223145
	Iteration 25Q: 3 clusters Score -1304736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1304734.625000 Penalty: 4617.223145
	Iteration 26Q: 3 clusters Score -1304735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1304737.000000 Penalty: 4617.223145
	Iteration 27Q: 3 clusters Score -1304737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1304735.250000 Penalty: 4617.223145
	Iteration 28Q: 3 clusters Score -1304735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1304736.250000 Penalty: 4617.223145
	Iteration 29Q: 3 clusters Score -1304736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1304737.875000 Penalty: 4617.223145
	Iteration 30Q: 3 clusters Score -1304738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1304738.750000 Penalty: 4617.223145
	Iteration 31Q: 3 clusters Score -1304739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1304738.750000 Penalty: 4617.223145
	Iteration 32F: 3 clusters Score -1304739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (227827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227827 members 
Entering Unmasked Estep 
Score: -27967728.000000 Penalty: 3059.412842
	Iteration 0F: 2 clusters Score -2.796773e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113739 members 
Mstep: Class 2 contains 114088 members 
Entering Unmasked Estep 
Score: -27820208.000000 Penalty: 6118.825684
	Iteration 0F: 3 clusters Score -2.782021e+07 nChanged 110029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110030 members 
Mstep: Class 2 contains 117797 members 
Entering Unmasked Estep 
Score: -27886868.000000 Penalty: 6118.825684
	Iteration 1F: 3 clusters Score -2.788687e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108271 members 
Mstep: Class 2 contains 119556 members 
Entering Unmasked Estep 
Score: -27890076.000000 Penalty: 6118.825684
	Iteration 2Q: 3 clusters Score -2.789008e+07 nChanged 9967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106180 members 
Mstep: Class 2 contains 121647 members 
Entering Unmasked Estep 
Score: -27894272.000000 Penalty: 6118.825684
	Iteration 3Q: 3 clusters Score -2.789427e+07 nChanged 11869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103877 members 
Mstep: Class 2 contains 123950 members 
Entering Unmasked Estep 
Score: -27900194.000000 Penalty: 6118.825684
	Iteration 4F: 3 clusters Score -2.790019e+07 nChanged 13462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101819 members 
Mstep: Class 2 contains 126008 members 
Entering Unmasked Estep 
Score: -27908934.000000 Penalty: 6118.825684
	Iteration 5F: 3 clusters Score -2.790893e+07 nChanged 15080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100117 members 
Mstep: Class 2 contains 127710 members 
Entering Unmasked Estep 
Score: -27919476.000000 Penalty: 6118.825684
	Iteration 6F: 3 clusters Score -2.791948e+07 nChanged 15076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99395 members 
Mstep: Class 2 contains 128432 members 
Entering Unmasked Estep 
Score: -27929940.000000 Penalty: 6118.825684
	Iteration 7F: 3 clusters Score -2.792994e+07 nChanged 12391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99194 members 
Mstep: Class 2 contains 128633 members 
Entering Unmasked Estep 
Score: -27936282.000000 Penalty: 6118.825684
	Iteration 8F: 3 clusters Score -2.793628e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99023 members 
Mstep: Class 2 contains 128804 members 
Entering Unmasked Estep 
Score: -27938936.000000 Penalty: 6118.825684
	Iteration 9Q: 3 clusters Score -2.793894e+07 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98754 members 
Mstep: Class 2 contains 129073 members 
Entering Unmasked Estep 
Score: -27939934.000000 Penalty: 6118.825684
	Iteration 10Q: 3 clusters Score -2.793993e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98453 members 
Mstep: Class 2 contains 129374 members 
Entering Unmasked Estep 
Score: -27940426.000000 Penalty: 6118.825684
	Iteration 11Q: 3 clusters Score -2.794043e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98130 members 
Mstep: Class 2 contains 129697 members 
Entering Unmasked Estep 
Score: -27940696.000000 Penalty: 6118.825684
	Iteration 12Q: 3 clusters Score -2.79407e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97727 members 
Mstep: Class 2 contains 130100 members 
Entering Unmasked Estep 
Score: -27940882.000000 Penalty: 6118.825684
	Iteration 13Q: 3 clusters Score -2.794088e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97327 members 
Mstep: Class 2 contains 130500 members 
Entering Unmasked Estep 
Score: -27941190.000000 Penalty: 6118.825684
	Iteration 14Q: 3 clusters Score -2.794119e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96930 members 
Mstep: Class 2 contains 130897 members 
Entering Unmasked Estep 
Score: -27941370.000000 Penalty: 6118.825684
	Iteration 15Q: 3 clusters Score -2.794137e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96404 members 
Mstep: Class 2 contains 131423 members 
Entering Unmasked Estep 
Score: -27941514.000000 Penalty: 6118.825684
	Iteration 16Q: 3 clusters Score -2.794151e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95864 members 
Mstep: Class 2 contains 131963 members 
Entering Unmasked Estep 
Score: -27941538.000000 Penalty: 6118.825684
	Iteration 17Q: 3 clusters Score -2.794154e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95301 members 
Mstep: Class 2 contains 132526 members 
Entering Unmasked Estep 
Score: -27941676.000000 Penalty: 6118.825684
	Iteration 18Q: 3 clusters Score -2.794168e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94643 members 
Mstep: Class 2 contains 133184 members 
Entering Unmasked Estep 
Score: -27941976.000000 Penalty: 6118.825684
	Iteration 19Q: 3 clusters Score -2.794198e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94006 members 
Mstep: Class 2 contains 133821 members 
Entering Unmasked Estep 
Score: -27942138.000000 Penalty: 6118.825684
	Iteration 20F: 3 clusters Score -2.794214e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93349 members 
Mstep: Class 2 contains 134478 members 
Entering Unmasked Estep 
Score: -27942338.000000 Penalty: 6118.825684
	Iteration 21Q: 3 clusters Score -2.794234e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92663 members 
Mstep: Class 2 contains 135164 members 
Entering Unmasked Estep 
Score: -27942518.000000 Penalty: 6118.825684
	Iteration 22Q: 3 clusters Score -2.794252e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91922 members 
Mstep: Class 2 contains 135905 members 
Entering Unmasked Estep 
Score: -27942636.000000 Penalty: 6118.825684
	Iteration 23Q: 3 clusters Score -2.794264e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91078 members 
Mstep: Class 2 contains 136749 members 
Entering Unmasked Estep 
Score: -27942826.000000 Penalty: 6118.825684
	Iteration 24Q: 3 clusters Score -2.794283e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90085 members 
Mstep: Class 2 contains 137742 members 
Entering Unmasked Estep 
Score: -27943062.000000 Penalty: 6118.825684
	Iteration 25Q: 3 clusters Score -2.794306e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89023 members 
Mstep: Class 2 contains 138804 members 
Entering Unmasked Estep 
Score: -27943272.000000 Penalty: 6118.825684
	Iteration 26Q: 3 clusters Score -2.794327e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87901 members 
Mstep: Class 2 contains 139926 members 
Entering Unmasked Estep 
Score: -27943572.000000 Penalty: 6118.825684
	Iteration 27Q: 3 clusters Score -2.794357e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86761 members 
Mstep: Class 2 contains 141066 members 
Entering Unmasked Estep 
Score: -27943760.000000 Penalty: 6118.825684
	Iteration 28Q: 3 clusters Score -2.794376e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85592 members 
Mstep: Class 2 contains 142235 members 
Entering Unmasked Estep 
Score: -27943972.000000 Penalty: 6118.825684
	Iteration 29Q: 3 clusters Score -2.794397e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 143524 members 
Entering Unmasked Estep 
Score: -27944422.000000 Penalty: 6118.825684
	Iteration 30Q: 3 clusters Score -2.794442e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82940 members 
Mstep: Class 2 contains 144887 members 
Entering Unmasked Estep 
Score: -27944746.000000 Penalty: 6118.825684
	Iteration 31Q: 3 clusters Score -2.794475e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 146287 members 
Entering Unmasked Estep 
Score: -27944872.000000 Penalty: 6118.825684
	Iteration 32Q: 3 clusters Score -2.794487e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80106 members 
Mstep: Class 2 contains 147721 members 
Entering Unmasked Estep 
Score: -27945132.000000 Penalty: 6118.825684
	Iteration 33Q: 3 clusters Score -2.794513e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78558 members 
Mstep: Class 2 contains 149269 members 
Entering Unmasked Estep 
Score: -27945446.000000 Penalty: 6118.825684
	Iteration 34Q: 3 clusters Score -2.794545e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76932 members 
Mstep: Class 2 contains 150895 members 
Entering Unmasked Estep 
Score: -27945694.000000 Penalty: 6118.825684
	Iteration 35Q: 3 clusters Score -2.794569e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75262 members 
Mstep: Class 2 contains 152565 members 
Entering Unmasked Estep 
Score: -27945974.000000 Penalty: 6118.825684
	Iteration 36Q: 3 clusters Score -2.794597e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73435 members 
Mstep: Class 2 contains 154392 members 
Entering Unmasked Estep 
Score: -27946254.000000 Penalty: 6118.825684
	Iteration 37Q: 3 clusters Score -2.794625e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71533 members 
Mstep: Class 2 contains 156294 members 
Entering Unmasked Estep 
Score: -27946710.000000 Penalty: 6118.825684
	Iteration 38Q: 3 clusters Score -2.794671e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69471 members 
Mstep: Class 2 contains 158356 members 
Entering Unmasked Estep 
Score: -27947106.000000 Penalty: 6118.825684
	Iteration 39Q: 3 clusters Score -2.794711e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 160563 members 
Entering Unmasked Estep 
Score: -27947492.000000 Penalty: 6118.825684
	Iteration 40F: 3 clusters Score -2.794749e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64948 members 
Mstep: Class 2 contains 162879 members 
Entering Unmasked Estep 
Score: -27947954.000000 Penalty: 6118.825684
	Iteration 41Q: 3 clusters Score -2.794795e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 165264 members 
Entering Unmasked Estep 
Score: -27948508.000000 Penalty: 6118.825684
	Iteration 42Q: 3 clusters Score -2.794851e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 167756 members 
Entering Unmasked Estep 
Score: -27949030.000000 Penalty: 6118.825684
	Iteration 43Q: 3 clusters Score -2.794903e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 170240 members 
Entering Unmasked Estep 
Score: -27949602.000000 Penalty: 6118.825684
	Iteration 44Q: 3 clusters Score -2.79496e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55062 members 
Mstep: Class 2 contains 172765 members 
Entering Unmasked Estep 
Score: -27950174.000000 Penalty: 6118.825684
	Iteration 45Q: 3 clusters Score -2.795017e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52548 members 
Mstep: Class 2 contains 175279 members 
Entering Unmasked Estep 
Score: -27950744.000000 Penalty: 6118.825684
	Iteration 46Q: 3 clusters Score -2.795074e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 177958 members 
Entering Unmasked Estep 
Score: -27951340.000000 Penalty: 6118.825684
	Iteration 47Q: 3 clusters Score -2.795134e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 180800 members 
Entering Unmasked Estep 
Score: -27951988.000000 Penalty: 6118.825684
	Iteration 48Q: 3 clusters Score -2.795199e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 183639 members 
Entering Unmasked Estep 
Score: -27952526.000000 Penalty: 6118.825684
	Iteration 49Q: 3 clusters Score -2.795253e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 186533 members 
Entering Unmasked Estep 
Score: -27953214.000000 Penalty: 6118.825684
	Iteration 50Q: 3 clusters Score -2.795321e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 189498 members 
Entering Unmasked Estep 
Score: -27953872.000000 Penalty: 6118.825684
	Iteration 51Q: 3 clusters Score -2.795387e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 192534 members 
Entering Unmasked Estep 
Score: -27954568.000000 Penalty: 6118.825684
	Iteration 52Q: 3 clusters Score -2.795457e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 195621 members 
Entering Unmasked Estep 
Score: -27955530.000000 Penalty: 6118.825684
	Iteration 53Q: 3 clusters Score -2.795553e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 198748 members 
Entering Unmasked Estep 
Score: -27956464.000000 Penalty: 6118.825684
	Iteration 54Q: 3 clusters Score -2.795646e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 201717 members 
Entering Unmasked Estep 
Score: -27957348.000000 Penalty: 6118.825684
	Iteration 55Q: 3 clusters Score -2.795735e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 204606 members 
Entering Unmasked Estep 
Score: -27958220.000000 Penalty: 6118.825684
	Iteration 56Q: 3 clusters Score -2.795822e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 207420 members 
Entering Unmasked Estep 
Score: -27959044.000000 Penalty: 6118.825684
	Iteration 57Q: 3 clusters Score -2.795904e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 210061 members 
Entering Unmasked Estep 
Score: -27959818.000000 Penalty: 6118.825684
	Iteration 58Q: 3 clusters Score -2.795982e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 212382 members 
Entering Unmasked Estep 
Score: -27960472.000000 Penalty: 6118.825684
	Iteration 59Q: 3 clusters Score -2.796047e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 214453 members 
Entering Unmasked Estep 
Score: -27961202.000000 Penalty: 6118.825684
	Iteration 60F: 3 clusters Score -2.79612e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 216317 members 
Entering Unmasked Estep 
Score: -27961862.000000 Penalty: 6118.825684
	Iteration 61Q: 3 clusters Score -2.796186e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 217897 members 
Entering Unmasked Estep 
Score: -27962408.000000 Penalty: 6118.825684
	Iteration 62Q: 3 clusters Score -2.796241e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 219204 members 
Entering Unmasked Estep 
Score: -27962848.000000 Penalty: 6118.825684
	Iteration 63Q: 3 clusters Score -2.796285e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 220314 members 
Entering Unmasked Estep 
Score: -27963104.000000 Penalty: 6118.825684
	Iteration 64Q: 3 clusters Score -2.79631e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 221244 members 
Entering Unmasked Estep 
Score: -27963384.000000 Penalty: 6118.825684
	Iteration 65Q: 3 clusters Score -2.796338e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 222032 members 
Entering Unmasked Estep 
Score: -27963612.000000 Penalty: 6118.825684
	Iteration 66Q: 3 clusters Score -2.796361e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 222716 members 
Entering Unmasked Estep 
Score: -27963874.000000 Penalty: 6118.825684
	Iteration 67Q: 3 clusters Score -2.796387e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 223270 members 
Entering Unmasked Estep 
Score: -27964098.000000 Penalty: 6118.825684
	Iteration 68Q: 3 clusters Score -2.79641e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 223755 members 
Entering Unmasked Estep 
Score: -27964246.000000 Penalty: 6118.825684
	Iteration 69Q: 3 clusters Score -2.796425e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 224165 members 
Entering Unmasked Estep 
Score: -27964390.000000 Penalty: 6118.825684
	Iteration 70Q: 3 clusters Score -2.796439e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 224507 members 
Entering Unmasked Estep 
Score: -27964524.000000 Penalty: 6118.825684
	Iteration 71Q: 3 clusters Score -2.796452e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 224799 members 
Entering Unmasked Estep 
Score: -27964650.000000 Penalty: 6118.825684
	Iteration 72Q: 3 clusters Score -2.796465e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 225046 members 
Entering Unmasked Estep 
Score: -27964780.000000 Penalty: 6118.825684
	Iteration 73Q: 3 clusters Score -2.796478e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 225243 members 
Entering Unmasked Estep 
Score: -27964910.000000 Penalty: 6118.825684
	Iteration 74Q: 3 clusters Score -2.796491e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 225413 members 
Entering Unmasked Estep 
Score: -27964978.000000 Penalty: 6118.825684
	Iteration 75Q: 3 clusters Score -2.796498e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 225557 members 
Entering Unmasked Estep 
Score: -27964996.000000 Penalty: 6118.825684
	Iteration 76Q: 3 clusters Score -2.7965e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 225671 members 
Entering Unmasked Estep 
Score: -27965012.000000 Penalty: 6118.825684
	Iteration 77Q: 3 clusters Score -2.796501e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 225775 members 
Entering Unmasked Estep 
Score: -27965026.000000 Penalty: 6118.825684
	Iteration 78Q: 3 clusters Score -2.796503e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 225851 members 
Entering Unmasked Estep 
Score: -27965094.000000 Penalty: 6118.825684
	Iteration 79Q: 3 clusters Score -2.796509e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 225909 members 
Entering Unmasked Estep 
Score: -27965114.000000 Penalty: 6118.825684
	Iteration 80F: 3 clusters Score -2.796511e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 225959 members 
Entering Unmasked Estep 
Score: -27965140.000000 Penalty: 6118.825684
	Iteration 81Q: 3 clusters Score -2.796514e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 225992 members 
Entering Unmasked Estep 
Score: -27965126.000000 Penalty: 6118.825684
	Iteration 82Q: 3 clusters Score -2.796513e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 226031 members 
Entering Unmasked Estep 
Score: -27965148.000000 Penalty: 6118.825684
	Iteration 83Q: 3 clusters Score -2.796515e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 226053 members 
Entering Unmasked Estep 
Score: -27965180.000000 Penalty: 6118.825684
	Iteration 84Q: 3 clusters Score -2.796518e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 226067 members 
Entering Unmasked Estep 
Score: -27965162.000000 Penalty: 6118.825684
	Iteration 85Q: 3 clusters Score -2.796516e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 226078 members 
Entering Unmasked Estep 
Score: -27965152.000000 Penalty: 6118.825684
	Iteration 86Q: 3 clusters Score -2.796515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 226089 members 
Entering Unmasked Estep 
Score: -27965176.000000 Penalty: 6118.825684
	Iteration 87Q: 3 clusters Score -2.796518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 226094 members 
Entering Unmasked Estep 
Score: -27965170.000000 Penalty: 6118.825684
	Iteration 88Q: 3 clusters Score -2.796517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 226098 members 
Entering Unmasked Estep 
Score: -27965176.000000 Penalty: 6118.825684
	Iteration 89Q: 3 clusters Score -2.796518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 226102 members 
Entering Unmasked Estep 
Score: -27965150.000000 Penalty: 6118.825684
	Iteration 90Q: 3 clusters Score -2.796515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 226107 members 
Entering Unmasked Estep 
Score: -27965170.000000 Penalty: 6118.825684
	Iteration 91Q: 3 clusters Score -2.796517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 226114 members 
Entering Unmasked Estep 
Score: -27965176.000000 Penalty: 6118.825684
	Iteration 92Q: 3 clusters Score -2.796518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 226123 members 
Entering Unmasked Estep 
Score: -27965200.000000 Penalty: 6118.825684
	Iteration 93Q: 3 clusters Score -2.79652e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 226136 members 
Entering Unmasked Estep 
Score: -27965206.000000 Penalty: 6118.825684
	Iteration 94Q: 3 clusters Score -2.796521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 226145 members 
Entering Unmasked Estep 
Score: -27965202.000000 Penalty: 6118.825684
	Iteration 95Q: 3 clusters Score -2.79652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 226149 members 
Entering Unmasked Estep 
Score: -27965198.000000 Penalty: 6118.825684
	Iteration 96Q: 3 clusters Score -2.79652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 226149 members 
Entering Unmasked Estep 
Score: -27965192.000000 Penalty: 6118.825684
	Iteration 97Q: 3 clusters Score -2.796519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 226153 members 
Entering Unmasked Estep 
Score: -27965208.000000 Penalty: 6118.825684
	Iteration 98Q: 3 clusters Score -2.796521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 226155 members 
Entering Unmasked Estep 
Score: -27965216.000000 Penalty: 6118.825684
	Iteration 99Q: 3 clusters Score -2.796522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 226160 members 
Entering Unmasked Estep 
Score: -27965232.000000 Penalty: 6118.825684
	Iteration 100F: 3 clusters Score -2.796523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 226162 members 
Entering Unmasked Estep 
Score: -27965236.000000 Penalty: 6118.825684
	Iteration 101Q: 3 clusters Score -2.796524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 226161 members 
Entering Unmasked Estep 
Score: -27965228.000000 Penalty: 6118.825684
	Iteration 102Q: 3 clusters Score -2.796523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 226165 members 
Entering Unmasked Estep 
Score: -27965240.000000 Penalty: 6118.825684
	Iteration 103Q: 3 clusters Score -2.796524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 226164 members 
Entering Unmasked Estep 
Score: -27965236.000000 Penalty: 6118.825684
	Iteration 104Q: 3 clusters Score -2.796524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 226164 members 
Entering Unmasked Estep 
Score: -27965216.000000 Penalty: 6118.825684
	Iteration 105Q: 3 clusters Score -2.796522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 226165 members 
Entering Unmasked Estep 
Score: -27965230.000000 Penalty: 6118.825684
	Iteration 106Q: 3 clusters Score -2.796523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 226167 members 
Entering Unmasked Estep 
Score: -27965236.000000 Penalty: 6118.825684
	Iteration 107Q: 3 clusters Score -2.796524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 226172 members 
Entering Unmasked Estep 
Score: -27965222.000000 Penalty: 6118.825684
	Iteration 108Q: 3 clusters Score -2.796522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 226176 members 
Entering Unmasked Estep 
Score: -27965230.000000 Penalty: 6118.825684
	Iteration 109Q: 3 clusters Score -2.796523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 226178 members 
Entering Unmasked Estep 
Score: -27965236.000000 Penalty: 6118.825684
	Iteration 110Q: 3 clusters Score -2.796524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 226181 members 
Entering Unmasked Estep 
Score: -27965246.000000 Penalty: 6118.825684
	Iteration 111Q: 3 clusters Score -2.796525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 226191 members 
Entering Unmasked Estep 
Score: -27965252.000000 Penalty: 6118.825684
	Iteration 112Q: 3 clusters Score -2.796525e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 226204 members 
Entering Unmasked Estep 
Score: -27965248.000000 Penalty: 6118.825684
	Iteration 113Q: 3 clusters Score -2.796525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 226212 members 
Entering Unmasked Estep 
Score: -27965262.000000 Penalty: 6118.825684
	Iteration 114Q: 3 clusters Score -2.796526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 226214 members 
Entering Unmasked Estep 
Score: -27965266.000000 Penalty: 6118.825684
	Iteration 115Q: 3 clusters Score -2.796527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 226220 members 
Entering Unmasked Estep 
Score: -27965276.000000 Penalty: 6118.825684
	Iteration 116Q: 3 clusters Score -2.796528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 226228 members 
Entering Unmasked Estep 
Score: -27965282.000000 Penalty: 6118.825684
	Iteration 117Q: 3 clusters Score -2.796528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 226236 members 
Entering Unmasked Estep 
Score: -27965266.000000 Penalty: 6118.825684
	Iteration 118Q: 3 clusters Score -2.796527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 226243 members 
Entering Unmasked Estep 
Score: -27965298.000000 Penalty: 6118.825684
	Iteration 119Q: 3 clusters Score -2.79653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 226246 members 
Entering Unmasked Estep 
Score: -27965294.000000 Penalty: 6118.825684
	Iteration 120F: 3 clusters Score -2.796529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 226248 members 
Entering Unmasked Estep 
Score: -27965296.000000 Penalty: 6118.825684
	Iteration 121Q: 3 clusters Score -2.79653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 226248 members 
Entering Unmasked Estep 
Score: -27965304.000000 Penalty: 6118.825684
	Iteration 122Q: 3 clusters Score -2.79653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 226249 members 
Entering Unmasked Estep 
Score: -27965304.000000 Penalty: 6118.825684
	Iteration 123Q: 3 clusters Score -2.79653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 226251 members 
Entering Unmasked Estep 
Score: -27965284.000000 Penalty: 6118.825684
	Iteration 124Q: 3 clusters Score -2.796528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 226254 members 
Entering Unmasked Estep 
Score: -27965280.000000 Penalty: 6118.825684
	Iteration 125Q: 3 clusters Score -2.796528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 226254 members 
Entering Unmasked Estep 
Score: -27965294.000000 Penalty: 6118.825684
	Iteration 126Q: 3 clusters Score -2.796529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 226251 members 
Entering Unmasked Estep 
Score: -27965276.000000 Penalty: 6118.825684
	Iteration 127Q: 3 clusters Score -2.796528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 226252 members 
Entering Unmasked Estep 
Score: -27965294.000000 Penalty: 6118.825684
	Iteration 128Q: 3 clusters Score -2.796529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 226254 members 
Entering Unmasked Estep 
Score: -27965270.000000 Penalty: 6118.825684
	Iteration 129Q: 3 clusters Score -2.796527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 226258 members 
Entering Unmasked Estep 
Score: -27965278.000000 Penalty: 6118.825684
	Iteration 130Q: 3 clusters Score -2.796528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 226261 members 
Entering Unmasked Estep 
Score: -27965286.000000 Penalty: 6118.825684
	Iteration 131Q: 3 clusters Score -2.796529e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 226265 members 
Entering Unmasked Estep 
Score: -27965292.000000 Penalty: 6118.825684
	Iteration 132Q: 3 clusters Score -2.796529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 226272 members 
Entering Unmasked Estep 
Score: -27965286.000000 Penalty: 6118.825684
	Iteration 133Q: 3 clusters Score -2.796529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 226277 members 
Entering Unmasked Estep 
Score: -27965288.000000 Penalty: 6118.825684
	Iteration 134Q: 3 clusters Score -2.796529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 226282 members 
Entering Unmasked Estep 
Score: -27965276.000000 Penalty: 6118.825684
	Iteration 135Q: 3 clusters Score -2.796528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 226283 members 
Entering Unmasked Estep 
Score: -27965320.000000 Penalty: 6118.825684
	Iteration 136Q: 3 clusters Score -2.796532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 226286 members 
Entering Unmasked Estep 
Score: -27965342.000000 Penalty: 6118.825684
	Iteration 137Q: 3 clusters Score -2.796534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 226286 members 
Entering Unmasked Estep 
Score: -27965326.000000 Penalty: 6118.825684
	Iteration 138Q: 3 clusters Score -2.796533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 226288 members 
Entering Unmasked Estep 
Score: -27965330.000000 Penalty: 6118.825684
	Iteration 139Q: 3 clusters Score -2.796533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 226292 members 
Entering Unmasked Estep 
Score: -27965336.000000 Penalty: 6118.825684
	Iteration 140F: 3 clusters Score -2.796534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 226297 members 
Entering Unmasked Estep 
Score: -27965346.000000 Penalty: 6118.825684
	Iteration 141Q: 3 clusters Score -2.796535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 226301 members 
Entering Unmasked Estep 
Score: -27965338.000000 Penalty: 6118.825684
	Iteration 142Q: 3 clusters Score -2.796534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 226305 members 
Entering Unmasked Estep 
Score: -27965350.000000 Penalty: 6118.825684
	Iteration 143Q: 3 clusters Score -2.796535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 226309 members 
Entering Unmasked Estep 
Score: -27965332.000000 Penalty: 6118.825684
	Iteration 144Q: 3 clusters Score -2.796533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 226312 members 
Entering Unmasked Estep 
Score: -27965344.000000 Penalty: 6118.825684
	Iteration 145Q: 3 clusters Score -2.796534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 226315 members 
Entering Unmasked Estep 
Score: -27965372.000000 Penalty: 6118.825684
	Iteration 146Q: 3 clusters Score -2.796537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 226321 members 
Entering Unmasked Estep 
Score: -27965354.000000 Penalty: 6118.825684
	Iteration 147Q: 3 clusters Score -2.796535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 226324 members 
Entering Unmasked Estep 
Score: -27965352.000000 Penalty: 6118.825684
	Iteration 148Q: 3 clusters Score -2.796535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 226326 members 
Entering Unmasked Estep 
Score: -27965352.000000 Penalty: 6118.825684
	Iteration 149Q: 3 clusters Score -2.796535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 226327 members 
Entering Unmasked Estep 
Score: -27965324.000000 Penalty: 6118.825684
	Iteration 150Q: 3 clusters Score -2.796532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 226329 members 
Entering Unmasked Estep 
Score: -27965324.000000 Penalty: 6118.825684
	Iteration 151Q: 3 clusters Score -2.796532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 226330 members 
Entering Unmasked Estep 
Score: -27965306.000000 Penalty: 6118.825684
	Iteration 152Q: 3 clusters Score -2.796531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 226330 members 
Entering Unmasked Estep 
Score: -27965306.000000 Penalty: 6118.825684
	Iteration 153F: 3 clusters Score -2.796531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Entering Unmasked Estep 
Score: -175604.250000 Penalty: 1803.382568
	Iteration 0F: 2 clusters Score -175604.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -173363.546875 Penalty: 3606.765137
	Iteration 0F: 3 clusters Score -173363.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -173722.812500 Penalty: 3606.765137
	Iteration 1F: 3 clusters Score -173722.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -173825.500000 Penalty: 3606.765137
	Iteration 2F: 3 clusters Score -173825.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -173904.031250 Penalty: 3606.765137
	Iteration 3Q: 3 clusters Score -173904 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -173959.718750 Penalty: 3606.765137
	Iteration 4Q: 3 clusters Score -173959.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -173994.250000 Penalty: 3606.765137
	Iteration 5Q: 3 clusters Score -173994.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -174017.078125 Penalty: 3606.765137
	Iteration 6Q: 3 clusters Score -174017.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -174049.515625 Penalty: 3606.765137
	Iteration 7Q: 3 clusters Score -174049.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -174082.437500 Penalty: 3606.765137
	Iteration 8Q: 3 clusters Score -174082.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -174113.812500 Penalty: 3606.765137
	Iteration 9Q: 3 clusters Score -174113.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -174148.406250 Penalty: 3606.765137
	Iteration 10Q: 3 clusters Score -174148.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -174169.328125 Penalty: 3606.765137
	Iteration 11Q: 3 clusters Score -174169.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -174178.765625 Penalty: 3606.765137
	Iteration 12Q: 3 clusters Score -174178.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -174197.109375 Penalty: 3606.765137
	Iteration 13Q: 3 clusters Score -174197.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -174205.968750 Penalty: 3606.765137
	Iteration 14Q: 3 clusters Score -174206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -174207.796875 Penalty: 3606.765137
	Iteration 15Q: 3 clusters Score -174207.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -174211.296875 Penalty: 3606.765137
	Iteration 16Q: 3 clusters Score -174211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -174212.687500 Penalty: 3606.765137
	Iteration 17Q: 3 clusters Score -174212.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -174215.968750 Penalty: 3606.765137
	Iteration 18Q: 3 clusters Score -174216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -174220.812500 Penalty: 3606.765137
	Iteration 19Q: 3 clusters Score -174220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -174223.125000 Penalty: 3606.765137
	Iteration 20F: 3 clusters Score -174223.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -174224.140625 Penalty: 3606.765137
	Iteration 21Q: 3 clusters Score -174224.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -174224.968750 Penalty: 3606.765137
	Iteration 22Q: 3 clusters Score -174225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -174228.328125 Penalty: 3606.765137
	Iteration 23Q: 3 clusters Score -174228.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -174230.125000 Penalty: 3606.765137
	Iteration 24Q: 3 clusters Score -174230.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -174230.125000 Penalty: 3606.765137
	Iteration 25F: 3 clusters Score -174230.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Entering Unmasked Estep 
Score: -328139.593750 Penalty: 1989.515625
	Iteration 0F: 2 clusters Score -328139.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -324934.750000 Penalty: 3979.031250
	Iteration 0F: 3 clusters Score -324934.8 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -325889.406250 Penalty: 3979.031250
	Iteration 1F: 3 clusters Score -325889.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -326326.000000 Penalty: 3979.031250
	Iteration 2F: 3 clusters Score -326326 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -326780.281250 Penalty: 3979.031250
	Iteration 3F: 3 clusters Score -326780.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -327039.562500 Penalty: 3979.031250
	Iteration 4F: 3 clusters Score -327039.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -327179.906250 Penalty: 3979.031250
	Iteration 5Q: 3 clusters Score -327179.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -327250.031250 Penalty: 3979.031250
	Iteration 6Q: 3 clusters Score -327250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -327293.406250 Penalty: 3979.031250
	Iteration 7Q: 3 clusters Score -327293.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -327336.250000 Penalty: 3979.031250
	Iteration 8Q: 3 clusters Score -327336.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -327400.593750 Penalty: 3979.031250
	Iteration 9Q: 3 clusters Score -327400.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -327468.156250 Penalty: 3979.031250
	Iteration 10Q: 3 clusters Score -327468.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -327539.718750 Penalty: 3979.031250
	Iteration 11Q: 3 clusters Score -327539.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -327598.156250 Penalty: 3979.031250
	Iteration 12Q: 3 clusters Score -327598.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -327638.625000 Penalty: 3979.031250
	Iteration 13Q: 3 clusters Score -327638.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -327658.125000 Penalty: 3979.031250
	Iteration 14Q: 3 clusters Score -327658.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -327663.750000 Penalty: 3979.031250
	Iteration 15Q: 3 clusters Score -327663.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -327665.062500 Penalty: 3979.031250
	Iteration 16Q: 3 clusters Score -327665.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -327668.250000 Penalty: 3979.031250
	Iteration 17Q: 3 clusters Score -327668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -327669.812500 Penalty: 3979.031250
	Iteration 18Q: 3 clusters Score -327669.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -327674.156250 Penalty: 3979.031250
	Iteration 19Q: 3 clusters Score -327674.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -327677.218750 Penalty: 3979.031250
	Iteration 20F: 3 clusters Score -327677.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -327682.468750 Penalty: 3979.031250
	Iteration 21Q: 3 clusters Score -327682.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -327685.062500 Penalty: 3979.031250
	Iteration 22Q: 3 clusters Score -327685.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -327687.156250 Penalty: 3979.031250
	Iteration 23Q: 3 clusters Score -327687.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -327689.031250 Penalty: 3979.031250
	Iteration 24Q: 3 clusters Score -327689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -327689.968750 Penalty: 3979.031250
	Iteration 25Q: 3 clusters Score -327690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -327691.218750 Penalty: 3979.031250
	Iteration 26Q: 3 clusters Score -327691.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -327691.281250 Penalty: 3979.031250
	Iteration 27Q: 3 clusters Score -327691.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -327691.281250 Penalty: 3979.031250
	Iteration 28F: 3 clusters Score -327691.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Entering Unmasked Estep 
Score: -1312460.625000 Penalty: 2309.822021
	Iteration 0F: 2 clusters Score -1312461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1303976.250000 Penalty: 4619.644043
	Iteration 0F: 3 clusters Score -1303976 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1306604.500000 Penalty: 4619.644043
	Iteration 1F: 3 clusters Score -1306604 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1307047.875000 Penalty: 4619.644043
	Iteration 2F: 3 clusters Score -1307048 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1307395.250000 Penalty: 4619.644043
	Iteration 3F: 3 clusters Score -1307395 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1307678.250000 Penalty: 4619.644043
	Iteration 4Q: 3 clusters Score -1307678 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1307929.000000 Penalty: 4619.644043
	Iteration 5Q: 3 clusters Score -1307929 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1308142.000000 Penalty: 4619.644043
	Iteration 6Q: 3 clusters Score -1308142 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1308348.875000 Penalty: 4619.644043
	Iteration 7Q: 3 clusters Score -1308349 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1308542.750000 Penalty: 4619.644043
	Iteration 8Q: 3 clusters Score -1308543 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1308736.375000 Penalty: 4619.644043
	Iteration 9Q: 3 clusters Score -1308736 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1308904.125000 Penalty: 4619.644043
	Iteration 10Q: 3 clusters Score -1308904 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1309074.750000 Penalty: 4619.644043
	Iteration 11Q: 3 clusters Score -1309075 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1309246.500000 Penalty: 4619.644043
	Iteration 12Q: 3 clusters Score -1309246 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1309452.750000 Penalty: 4619.644043
	Iteration 13Q: 3 clusters Score -1309453 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1309680.250000 Penalty: 4619.644043
	Iteration 14Q: 3 clusters Score -1309680 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1309922.875000 Penalty: 4619.644043
	Iteration 15Q: 3 clusters Score -1309923 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1310197.375000 Penalty: 4619.644043
	Iteration 16Q: 3 clusters Score -1310197 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1310400.125000 Penalty: 4619.644043
	Iteration 17Q: 3 clusters Score -1310400 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1310488.250000 Penalty: 4619.644043
	Iteration 18Q: 3 clusters Score -1310488 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1310545.500000 Penalty: 4619.644043
	Iteration 19Q: 3 clusters Score -1310546 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1310587.625000 Penalty: 4619.644043
	Iteration 20F: 3 clusters Score -1310588 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1310621.250000 Penalty: 4619.644043
	Iteration 21Q: 3 clusters Score -1310621 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1310646.375000 Penalty: 4619.644043
	Iteration 22Q: 3 clusters Score -1310646 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1310680.375000 Penalty: 4619.644043
	Iteration 23Q: 3 clusters Score -1310680 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1310702.125000 Penalty: 4619.644043
	Iteration 24Q: 3 clusters Score -1310702 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1310716.000000 Penalty: 4619.644043
	Iteration 25Q: 3 clusters Score -1310716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1310732.625000 Penalty: 4619.644043
	Iteration 26Q: 3 clusters Score -1310733 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1310745.250000 Penalty: 4619.644043
	Iteration 27Q: 3 clusters Score -1310745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1310757.375000 Penalty: 4619.644043
	Iteration 28Q: 3 clusters Score -1310757 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1310768.000000 Penalty: 4619.644043
	Iteration 29Q: 3 clusters Score -1310768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1310777.750000 Penalty: 4619.644043
	Iteration 30Q: 3 clusters Score -1310778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1310782.375000 Penalty: 4619.644043
	Iteration 31Q: 3 clusters Score -1310782 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1310798.875000 Penalty: 4619.644043
	Iteration 32Q: 3 clusters Score -1310799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1310814.750000 Penalty: 4619.644043
	Iteration 33Q: 3 clusters Score -1310815 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1310825.750000 Penalty: 4619.644043
	Iteration 34Q: 3 clusters Score -1310826 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1310842.375000 Penalty: 4619.644043
	Iteration 35Q: 3 clusters Score -1310842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1310861.125000 Penalty: 4619.644043
	Iteration 36Q: 3 clusters Score -1310861 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1310880.000000 Penalty: 4619.644043
	Iteration 37Q: 3 clusters Score -1310880 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1310901.375000 Penalty: 4619.644043
	Iteration 38Q: 3 clusters Score -1310901 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1310928.000000 Penalty: 4619.644043
	Iteration 39Q: 3 clusters Score -1310928 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1310954.500000 Penalty: 4619.644043
	Iteration 40F: 3 clusters Score -1310954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1310981.125000 Penalty: 4619.644043
	Iteration 41Q: 3 clusters Score -1310981 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1310998.500000 Penalty: 4619.644043
	Iteration 42Q: 3 clusters Score -1310998 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1311020.375000 Penalty: 4619.644043
	Iteration 43Q: 3 clusters Score -1311020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1311034.250000 Penalty: 4619.644043
	Iteration 44Q: 3 clusters Score -1311034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1311053.750000 Penalty: 4619.644043
	Iteration 45Q: 3 clusters Score -1311054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1311062.625000 Penalty: 4619.644043
	Iteration 46Q: 3 clusters Score -1311063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1311066.625000 Penalty: 4619.644043
	Iteration 47Q: 3 clusters Score -1311067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1311072.625000 Penalty: 4619.644043
	Iteration 48Q: 3 clusters Score -1311073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1311077.250000 Penalty: 4619.644043
	Iteration 49Q: 3 clusters Score -1311077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1311077.000000 Penalty: 4619.644043
	Iteration 50Q: 3 clusters Score -1311077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1311082.500000 Penalty: 4619.644043
	Iteration 51Q: 3 clusters Score -1311082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1311081.875000 Penalty: 4619.644043
	Iteration 52Q: 3 clusters Score -1311082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1311082.875000 Penalty: 4619.644043
	Iteration 53Q: 3 clusters Score -1311083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1311085.875000 Penalty: 4619.644043
	Iteration 54Q: 3 clusters Score -1311086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1311088.000000 Penalty: 4619.644043
	Iteration 55Q: 3 clusters Score -1311088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1311086.625000 Penalty: 4619.644043
	Iteration 56Q: 3 clusters Score -1311087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1311086.375000 Penalty: 4619.644043
	Iteration 57Q: 3 clusters Score -1311086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1311086.375000 Penalty: 4619.644043
	Iteration 58F: 3 clusters Score -1311086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -69135.531250 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -69135.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67545.414062 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -67545.41 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -67775.906250 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -67775.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67925.757812 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -67925.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -68219.093750 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -68219.09 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -68638.500000 Penalty: 3199.433350
	Iteration 4F: 3 clusters Score -68638.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -69216.835938 Penalty: 3199.433350
	Iteration 5F: 3 clusters Score -69216.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -69713.304688 Penalty: 3199.433350
	Iteration 6F: 3 clusters Score -69713.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -69857.093750 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -69857.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -69890.078125 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -69890.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -69911.062500 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -69911.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -69919.507812 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -69919.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -69919.507812 Penalty: 3199.433350
	Iteration 11F: 3 clusters Score -69919.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263271 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11036 members 
Mstep: Class 4 contains 227827 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 182 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232840 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26208 members 
Mstep: Class 13 contains 183448 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20150 members 
Mstep: Class 18 contains 59243 members 
Mstep: Class 19 contains 45282 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3843 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2948 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7288 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31553 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23775 members 
Mstep: Class 34 contains 451 members 
Entering Unmasked Estep 
Score: -148027424.000000 Penalty: 118343.976562
Splitting cluster 8 changes total score from -148028528.000000 to -148027424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -243715.359375 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -243715.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -241059.390625 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -241059.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -241548.640625 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -241548.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -241672.328125 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -241672.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -241727.187500 Penalty: 3784.949463
	Iteration 3Q: 3 clusters Score -241727.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -241766.218750 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -241766.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -241788.250000 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -241788.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -241807.843750 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -241807.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -241818.875000 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -241818.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -241826.234375 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -241826.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -241830.640625 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -241830.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -241833.843750 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -241833.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -241836.328125 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -241836.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -241839.343750 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -241839.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -241840.906250 Penalty: 3784.949463
	Iteration 13Q: 3 clusters Score -241840.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -241842.968750 Penalty: 3784.949463
	Iteration 14Q: 3 clusters Score -241843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -241844.437500 Penalty: 3784.949463
	Iteration 15Q: 3 clusters Score -241844.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -241846.875000 Penalty: 3784.949463
	Iteration 16Q: 3 clusters Score -241846.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -241849.515625 Penalty: 3784.949463
	Iteration 17Q: 3 clusters Score -241849.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -241852.718750 Penalty: 3784.949463
	Iteration 18Q: 3 clusters Score -241852.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -241856.437500 Penalty: 3784.949463
	Iteration 19Q: 3 clusters Score -241856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -241857.921875 Penalty: 3784.949463
	Iteration 20F: 3 clusters Score -241857.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -241860.968750 Penalty: 3784.949463
	Iteration 21Q: 3 clusters Score -241861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -241863.875000 Penalty: 3784.949463
	Iteration 22Q: 3 clusters Score -241863.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -241866.718750 Penalty: 3784.949463
	Iteration 23Q: 3 clusters Score -241866.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -241869.234375 Penalty: 3784.949463
	Iteration 24Q: 3 clusters Score -241869.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -241869.234375 Penalty: 3784.949463
	Iteration 25F: 3 clusters Score -241869.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (232840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232840 members 
Entering Unmasked Estep 
Score: -28155722.000000 Penalty: 3064.810547
	Iteration 0F: 2 clusters Score -2.815572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116022 members 
Mstep: Class 2 contains 116818 members 
Entering Unmasked Estep 
Score: -28007686.000000 Penalty: 6129.621094
	Iteration 0F: 3 clusters Score -2.800769e+07 nChanged 112285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109323 members 
Mstep: Class 2 contains 123517 members 
Entering Unmasked Estep 
Score: -28074402.000000 Penalty: 6129.621094
	Iteration 1F: 3 clusters Score -2.80744e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104671 members 
Mstep: Class 2 contains 128169 members 
Entering Unmasked Estep 
Score: -28076272.000000 Penalty: 6129.621094
	Iteration 2Q: 3 clusters Score -2.807627e+07 nChanged 9035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97538 members 
Mstep: Class 2 contains 135302 members 
Entering Unmasked Estep 
Score: -28079114.000000 Penalty: 6129.621094
	Iteration 3Q: 3 clusters Score -2.807911e+07 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86887 members 
Mstep: Class 2 contains 145953 members 
Entering Unmasked Estep 
Score: -28084808.000000 Penalty: 6129.621094
	Iteration 4F: 3 clusters Score -2.808481e+07 nChanged 15643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 160960 members 
Entering Unmasked Estep 
Score: -28094902.000000 Penalty: 6129.621094
	Iteration 5F: 3 clusters Score -2.80949e+07 nChanged 19260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 179858 members 
Entering Unmasked Estep 
Score: -28110208.000000 Penalty: 6129.621094
	Iteration 6F: 3 clusters Score -2.811021e+07 nChanged 19983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 199697 members 
Entering Unmasked Estep 
Score: -28127764.000000 Penalty: 6129.621094
	Iteration 7F: 3 clusters Score -2.812776e+07 nChanged 15411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 215034 members 
Entering Unmasked Estep 
Score: -28140476.000000 Penalty: 6129.621094
	Iteration 8F: 3 clusters Score -2.814048e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 223925 members 
Entering Unmasked Estep 
Score: -28147308.000000 Penalty: 6129.621094
	Iteration 9Q: 3 clusters Score -2.814731e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 228213 members 
Entering Unmasked Estep 
Score: -28150542.000000 Penalty: 6129.621094
	Iteration 10Q: 3 clusters Score -2.815054e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 230089 members 
Entering Unmasked Estep 
Score: -28152036.000000 Penalty: 6129.621094
	Iteration 11Q: 3 clusters Score -2.815204e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 230898 members 
Entering Unmasked Estep 
Score: -28152710.000000 Penalty: 6129.621094
	Iteration 12Q: 3 clusters Score -2.815271e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 231234 members 
Entering Unmasked Estep 
Score: -28152990.000000 Penalty: 6129.621094
	Iteration 13Q: 3 clusters Score -2.815299e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 231394 members 
Entering Unmasked Estep 
Score: -28153192.000000 Penalty: 6129.621094
	Iteration 14Q: 3 clusters Score -2.815319e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 231500 members 
Entering Unmasked Estep 
Score: -28153376.000000 Penalty: 6129.621094
	Iteration 15Q: 3 clusters Score -2.815338e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 231559 members 
Entering Unmasked Estep 
Score: -28153396.000000 Penalty: 6129.621094
	Iteration 16Q: 3 clusters Score -2.81534e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 231585 members 
Entering Unmasked Estep 
Score: -28153440.000000 Penalty: 6129.621094
	Iteration 17Q: 3 clusters Score -2.815344e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 231602 members 
Entering Unmasked Estep 
Score: -28153462.000000 Penalty: 6129.621094
	Iteration 18Q: 3 clusters Score -2.815346e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 231610 members 
Entering Unmasked Estep 
Score: -28153498.000000 Penalty: 6129.621094
	Iteration 19Q: 3 clusters Score -2.81535e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 231613 members 
Entering Unmasked Estep 
Score: -28153548.000000 Penalty: 6129.621094
	Iteration 20F: 3 clusters Score -2.815355e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 231621 members 
Entering Unmasked Estep 
Score: -28153590.000000 Penalty: 6129.621094
	Iteration 21Q: 3 clusters Score -2.815359e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 231641 members 
Entering Unmasked Estep 
Score: -28153626.000000 Penalty: 6129.621094
	Iteration 22Q: 3 clusters Score -2.815363e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 231663 members 
Entering Unmasked Estep 
Score: -28153644.000000 Penalty: 6129.621094
	Iteration 23Q: 3 clusters Score -2.815364e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 231668 members 
Entering Unmasked Estep 
Score: -28153650.000000 Penalty: 6129.621094
	Iteration 24Q: 3 clusters Score -2.815365e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 231672 members 
Entering Unmasked Estep 
Score: -28153658.000000 Penalty: 6129.621094
	Iteration 25Q: 3 clusters Score -2.815366e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 231683 members 
Entering Unmasked Estep 
Score: -28153660.000000 Penalty: 6129.621094
	Iteration 26Q: 3 clusters Score -2.815366e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 231689 members 
Entering Unmasked Estep 
Score: -28153682.000000 Penalty: 6129.621094
	Iteration 27Q: 3 clusters Score -2.815368e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 231699 members 
Entering Unmasked Estep 
Score: -28153672.000000 Penalty: 6129.621094
	Iteration 28Q: 3 clusters Score -2.815367e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 231704 members 
Entering Unmasked Estep 
Score: -28153720.000000 Penalty: 6129.621094
	Iteration 29Q: 3 clusters Score -2.815372e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 231709 members 
Entering Unmasked Estep 
Score: -28153744.000000 Penalty: 6129.621094
	Iteration 30Q: 3 clusters Score -2.815374e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 231713 members 
Entering Unmasked Estep 
Score: -28153766.000000 Penalty: 6129.621094
	Iteration 31Q: 3 clusters Score -2.815377e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 231711 members 
Entering Unmasked Estep 
Score: -28153774.000000 Penalty: 6129.621094
	Iteration 32Q: 3 clusters Score -2.815377e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 231711 members 
Entering Unmasked Estep 
Score: -28153776.000000 Penalty: 6129.621094
	Iteration 33Q: 3 clusters Score -2.815378e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 231709 members 
Entering Unmasked Estep 
Score: -28153770.000000 Penalty: 6129.621094
	Iteration 34Q: 3 clusters Score -2.815377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 231703 members 
Entering Unmasked Estep 
Score: -28153798.000000 Penalty: 6129.621094
	Iteration 35Q: 3 clusters Score -2.81538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 231704 members 
Entering Unmasked Estep 
Score: -28153806.000000 Penalty: 6129.621094
	Iteration 36Q: 3 clusters Score -2.815381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 231704 members 
Entering Unmasked Estep 
Score: -28153818.000000 Penalty: 6129.621094
	Iteration 37Q: 3 clusters Score -2.815382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 231701 members 
Entering Unmasked Estep 
Score: -28153794.000000 Penalty: 6129.621094
	Iteration 38Q: 3 clusters Score -2.815379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 231697 members 
Entering Unmasked Estep 
Score: -28153798.000000 Penalty: 6129.621094
	Iteration 39Q: 3 clusters Score -2.81538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 231698 members 
Entering Unmasked Estep 
Score: -28153806.000000 Penalty: 6129.621094
	Iteration 40F: 3 clusters Score -2.815381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 231695 members 
Entering Unmasked Estep 
Score: -28153802.000000 Penalty: 6129.621094
	Iteration 41Q: 3 clusters Score -2.81538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 231695 members 
Entering Unmasked Estep 
Score: -28153792.000000 Penalty: 6129.621094
	Iteration 42Q: 3 clusters Score -2.815379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 231695 members 
Entering Unmasked Estep 
Score: -28153798.000000 Penalty: 6129.621094
	Iteration 43Q: 3 clusters Score -2.81538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 231695 members 
Entering Unmasked Estep 
Score: -28153798.000000 Penalty: 6129.621094
	Iteration 44Q: 3 clusters Score -2.81538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 231698 members 
Entering Unmasked Estep 
Score: -28153800.000000 Penalty: 6129.621094
	Iteration 45Q: 3 clusters Score -2.81538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 231698 members 
Entering Unmasked Estep 
Score: -28153800.000000 Penalty: 6129.621094
	Iteration 46Q: 3 clusters Score -2.81538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 231696 members 
Entering Unmasked Estep 
Score: -28153800.000000 Penalty: 6129.621094
	Iteration 47Q: 3 clusters Score -2.81538e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 231696 members 
Entering Unmasked Estep 
Score: -28153800.000000 Penalty: 6129.621094
	Iteration 48F: 3 clusters Score -2.81538e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Entering Unmasked Estep 
Score: -337909.406250 Penalty: 1977.684204
	Iteration 0F: 2 clusters Score -337909.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -334639.625000 Penalty: 3955.368408
	Iteration 0F: 3 clusters Score -334639.6 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -335257.593750 Penalty: 3955.368408
	Iteration 1F: 3 clusters Score -335257.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -335424.750000 Penalty: 3955.368408
	Iteration 2F: 3 clusters Score -335424.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -335579.718750 Penalty: 3955.368408
	Iteration 3F: 3 clusters Score -335579.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -335710.250000 Penalty: 3955.368408
	Iteration 4Q: 3 clusters Score -335710.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -335813.218750 Penalty: 3955.368408
	Iteration 5Q: 3 clusters Score -335813.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -335915.937500 Penalty: 3955.368408
	Iteration 6Q: 3 clusters Score -335915.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -336035.500000 Penalty: 3955.368408
	Iteration 7Q: 3 clusters Score -336035.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -336136.718750 Penalty: 3955.368408
	Iteration 8Q: 3 clusters Score -336136.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -336208.750000 Penalty: 3955.368408
	Iteration 9Q: 3 clusters Score -336208.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -336257.156250 Penalty: 3955.368408
	Iteration 10Q: 3 clusters Score -336257.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -336303.250000 Penalty: 3955.368408
	Iteration 11Q: 3 clusters Score -336303.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -336362.968750 Penalty: 3955.368408
	Iteration 12Q: 3 clusters Score -336363 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -336421.875000 Penalty: 3955.368408
	Iteration 13Q: 3 clusters Score -336421.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -336473.906250 Penalty: 3955.368408
	Iteration 14Q: 3 clusters Score -336473.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -336528.375000 Penalty: 3955.368408
	Iteration 15Q: 3 clusters Score -336528.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -336591.187500 Penalty: 3955.368408
	Iteration 16Q: 3 clusters Score -336591.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -336649.968750 Penalty: 3955.368408
	Iteration 17Q: 3 clusters Score -336650 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -336697.531250 Penalty: 3955.368408
	Iteration 18Q: 3 clusters Score -336697.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -336738.093750 Penalty: 3955.368408
	Iteration 19Q: 3 clusters Score -336738.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -336786.625000 Penalty: 3955.368408
	Iteration 20F: 3 clusters Score -336786.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -336823.812500 Penalty: 3955.368408
	Iteration 21Q: 3 clusters Score -336823.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -336860.468750 Penalty: 3955.368408
	Iteration 22Q: 3 clusters Score -336860.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -336886.312500 Penalty: 3955.368408
	Iteration 23Q: 3 clusters Score -336886.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -336901.062500 Penalty: 3955.368408
	Iteration 24Q: 3 clusters Score -336901.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -336906.593750 Penalty: 3955.368408
	Iteration 25Q: 3 clusters Score -336906.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -336910.750000 Penalty: 3955.368408
	Iteration 26Q: 3 clusters Score -336910.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -336916.031250 Penalty: 3955.368408
	Iteration 27Q: 3 clusters Score -336916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -336918.093750 Penalty: 3955.368408
	Iteration 28Q: 3 clusters Score -336918.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -336919.968750 Penalty: 3955.368408
	Iteration 29Q: 3 clusters Score -336920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -336922.250000 Penalty: 3955.368408
	Iteration 30Q: 3 clusters Score -336922.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -336924.812500 Penalty: 3955.368408
	Iteration 31Q: 3 clusters Score -336924.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -336925.343750 Penalty: 3955.368408
	Iteration 32Q: 3 clusters Score -336925.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -336926.593750 Penalty: 3955.368408
	Iteration 33Q: 3 clusters Score -336926.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -336926.906250 Penalty: 3955.368408
	Iteration 34Q: 3 clusters Score -336926.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -336927.812500 Penalty: 3955.368408
	Iteration 35Q: 3 clusters Score -336927.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -336928.656250 Penalty: 3955.368408
	Iteration 36Q: 3 clusters Score -336928.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -336929.843750 Penalty: 3955.368408
	Iteration 37Q: 3 clusters Score -336929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -336929.656250 Penalty: 3955.368408
	Iteration 38Q: 3 clusters Score -336929.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -336929.656250 Penalty: 3955.368408
	Iteration 39F: 3 clusters Score -336929.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (26208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Entering Unmasked Estep 
Score: -2949486.750000 Penalty: 2523.107178
	Iteration 0F: 2 clusters Score -2949487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2931566.000000 Penalty: 5046.214355
	Iteration 0F: 3 clusters Score -2931566 nChanged 11536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -2938417.750000 Penalty: 5046.214355
	Iteration 1F: 3 clusters Score -2938418 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2939715.750000 Penalty: 5046.214355
	Iteration 2F: 3 clusters Score -2939716 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2941417.500000 Penalty: 5046.214355
	Iteration 3F: 3 clusters Score -2941418 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2943056.500000 Penalty: 5046.214355
	Iteration 4F: 3 clusters Score -2943056 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2944277.750000 Penalty: 5046.214355
	Iteration 5F: 3 clusters Score -2944278 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2945057.250000 Penalty: 5046.214355
	Iteration 6F: 3 clusters Score -2945057 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2945602.750000 Penalty: 5046.214355
	Iteration 7Q: 3 clusters Score -2945603 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2946013.250000 Penalty: 5046.214355
	Iteration 8Q: 3 clusters Score -2946013 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2946340.500000 Penalty: 5046.214355
	Iteration 9Q: 3 clusters Score -2946340 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2946635.750000 Penalty: 5046.214355
	Iteration 10Q: 3 clusters Score -2946636 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2946949.250000 Penalty: 5046.214355
	Iteration 11Q: 3 clusters Score -2946949 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2947224.500000 Penalty: 5046.214355
	Iteration 12Q: 3 clusters Score -2947224 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2947561.000000 Penalty: 5046.214355
	Iteration 13Q: 3 clusters Score -2947561 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2947868.000000 Penalty: 5046.214355
	Iteration 14Q: 3 clusters Score -2947868 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -2948139.500000 Penalty: 5046.214355
	Iteration 15Q: 3 clusters Score -2948140 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2948386.500000 Penalty: 5046.214355
	Iteration 16Q: 3 clusters Score -2948386 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2948629.500000 Penalty: 5046.214355
	Iteration 17Q: 3 clusters Score -2948630 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2948853.500000 Penalty: 5046.214355
	Iteration 18Q: 3 clusters Score -2948854 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2949069.750000 Penalty: 5046.214355
	Iteration 19Q: 3 clusters Score -2949070 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2949259.500000 Penalty: 5046.214355
	Iteration 20F: 3 clusters Score -2949260 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -2949437.750000 Penalty: 5046.214355
	Iteration 21Q: 3 clusters Score -2949438 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2949650.750000 Penalty: 5046.214355
	Iteration 22Q: 3 clusters Score -2949651 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2949836.500000 Penalty: 5046.214355
	Iteration 23Q: 3 clusters Score -2949836 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2949984.500000 Penalty: 5046.214355
	Iteration 24Q: 3 clusters Score -2949984 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -2950051.000000 Penalty: 5046.214355
	Iteration 25Q: 3 clusters Score -2950051 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2950080.250000 Penalty: 5046.214355
	Iteration 26Q: 3 clusters Score -2950080 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2950112.000000 Penalty: 5046.214355
	Iteration 27Q: 3 clusters Score -2950112 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2950132.250000 Penalty: 5046.214355
	Iteration 28Q: 3 clusters Score -2950132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2950140.000000 Penalty: 5046.214355
	Iteration 29Q: 3 clusters Score -2950140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2950133.000000 Penalty: 5046.214355
	Iteration 30Q: 3 clusters Score -2950133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2950136.500000 Penalty: 5046.214355
	Iteration 31Q: 3 clusters Score -2950136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2950142.500000 Penalty: 5046.214355
	Iteration 32Q: 3 clusters Score -2950142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2950142.750000 Penalty: 5046.214355
	Iteration 33Q: 3 clusters Score -2950143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2950142.000000 Penalty: 5046.214355
	Iteration 34Q: 3 clusters Score -2950142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2950148.000000 Penalty: 5046.214355
	Iteration 35Q: 3 clusters Score -2950148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2950146.000000 Penalty: 5046.214355
	Iteration 36Q: 3 clusters Score -2950146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2950150.750000 Penalty: 5046.214355
	Iteration 37Q: 3 clusters Score -2950151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2950152.250000 Penalty: 5046.214355
	Iteration 38Q: 3 clusters Score -2950152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2950153.250000 Penalty: 5046.214355
	Iteration 39Q: 3 clusters Score -2950153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2950151.500000 Penalty: 5046.214355
	Iteration 40F: 3 clusters Score -2950152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263271 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11036 members 
Mstep: Class 4 contains 227827 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232840 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 22239 members 
Mstep: Class 13 contains 183448 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20150 members 
Mstep: Class 18 contains 59243 members 
Mstep: Class 19 contains 45282 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3843 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2948 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7288 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31553 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23775 members 
Mstep: Class 34 contains 3969 members 
Entering Unmasked Estep 
Score: -148028288.000000 Penalty: 118343.976562
Splitting cluster 12 changes total score from -148028528.000000 to -148028288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (183448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183448 members 
Entering Unmasked Estep 
Score: -22355010.000000 Penalty: 3005.682129
	Iteration 0F: 2 clusters Score -2.235501e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91797 members 
Mstep: Class 2 contains 91651 members 
Entering Unmasked Estep 
Score: -22233610.000000 Penalty: 6011.364258
	Iteration 0F: 3 clusters Score -2.223361e+07 nChanged 88157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92876 members 
Mstep: Class 2 contains 90572 members 
Entering Unmasked Estep 
Score: -22284652.000000 Penalty: 6011.364258
	Iteration 1F: 3 clusters Score -2.228465e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94017 members 
Mstep: Class 2 contains 89431 members 
Entering Unmasked Estep 
Score: -22286028.000000 Penalty: 6011.364258
	Iteration 2Q: 3 clusters Score -2.228603e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95969 members 
Mstep: Class 2 contains 87479 members 
Entering Unmasked Estep 
Score: -22287920.000000 Penalty: 6011.364258
	Iteration 3Q: 3 clusters Score -2.228792e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99145 members 
Mstep: Class 2 contains 84303 members 
Entering Unmasked Estep 
Score: -22290848.000000 Penalty: 6011.364258
	Iteration 4Q: 3 clusters Score -2.229085e+07 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104124 members 
Mstep: Class 2 contains 79324 members 
Entering Unmasked Estep 
Score: -22295438.000000 Penalty: 6011.364258
	Iteration 5F: 3 clusters Score -2.229544e+07 nChanged 11779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110951 members 
Mstep: Class 2 contains 72497 members 
Entering Unmasked Estep 
Score: -22302126.000000 Penalty: 6011.364258
	Iteration 6F: 3 clusters Score -2.230213e+07 nChanged 12826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119067 members 
Mstep: Class 2 contains 64381 members 
Entering Unmasked Estep 
Score: -22310350.000000 Penalty: 6011.364258
	Iteration 7F: 3 clusters Score -2.231035e+07 nChanged 12524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127805 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -22318836.000000 Penalty: 6011.364258
	Iteration 8F: 3 clusters Score -2.231884e+07 nChanged 10813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136138 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -22327000.000000 Penalty: 6011.364258
	Iteration 9F: 3 clusters Score -2.2327e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143190 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -22333604.000000 Penalty: 6011.364258
	Iteration 10Q: 3 clusters Score -2.23336e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148664 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -22338364.000000 Penalty: 6011.364258
	Iteration 11Q: 3 clusters Score -2.233836e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153018 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -22341354.000000 Penalty: 6011.364258
	Iteration 12Q: 3 clusters Score -2.234135e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156608 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -22343118.000000 Penalty: 6011.364258
	Iteration 13Q: 3 clusters Score -2.234312e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159780 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -22344624.000000 Penalty: 6011.364258
	Iteration 14Q: 3 clusters Score -2.234462e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162607 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -22345964.000000 Penalty: 6011.364258
	Iteration 15Q: 3 clusters Score -2.234596e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165198 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -22347082.000000 Penalty: 6011.364258
	Iteration 16Q: 3 clusters Score -2.234708e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167545 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -22347988.000000 Penalty: 6011.364258
	Iteration 17Q: 3 clusters Score -2.234799e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169715 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -22348780.000000 Penalty: 6011.364258
	Iteration 18Q: 3 clusters Score -2.234878e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171576 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -22349440.000000 Penalty: 6011.364258
	Iteration 19Q: 3 clusters Score -2.234944e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173246 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -22350244.000000 Penalty: 6011.364258
	Iteration 20F: 3 clusters Score -2.235024e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174603 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -22350734.000000 Penalty: 6011.364258
	Iteration 21Q: 3 clusters Score -2.235073e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175752 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -22351276.000000 Penalty: 6011.364258
	Iteration 22Q: 3 clusters Score -2.235128e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176739 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -22351586.000000 Penalty: 6011.364258
	Iteration 23Q: 3 clusters Score -2.235159e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177534 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -22351882.000000 Penalty: 6011.364258
	Iteration 24Q: 3 clusters Score -2.235188e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178193 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -22352054.000000 Penalty: 6011.364258
	Iteration 25Q: 3 clusters Score -2.235205e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178760 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -22352196.000000 Penalty: 6011.364258
	Iteration 26Q: 3 clusters Score -2.23522e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179215 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -22352312.000000 Penalty: 6011.364258
	Iteration 27Q: 3 clusters Score -2.235231e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179603 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -22352406.000000 Penalty: 6011.364258
	Iteration 28Q: 3 clusters Score -2.235241e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179892 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -22352538.000000 Penalty: 6011.364258
	Iteration 29Q: 3 clusters Score -2.235254e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180145 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -22352538.000000 Penalty: 6011.364258
	Iteration 30Q: 3 clusters Score -2.235254e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180346 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -22352608.000000 Penalty: 6011.364258
	Iteration 31Q: 3 clusters Score -2.235261e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180528 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -22352686.000000 Penalty: 6011.364258
	Iteration 32Q: 3 clusters Score -2.235269e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180685 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -22352768.000000 Penalty: 6011.364258
	Iteration 33Q: 3 clusters Score -2.235277e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180798 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -22352804.000000 Penalty: 6011.364258
	Iteration 34Q: 3 clusters Score -2.23528e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180910 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -22352794.000000 Penalty: 6011.364258
	Iteration 35Q: 3 clusters Score -2.235279e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181012 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -22352814.000000 Penalty: 6011.364258
	Iteration 36Q: 3 clusters Score -2.235281e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181087 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -22352832.000000 Penalty: 6011.364258
	Iteration 37Q: 3 clusters Score -2.235283e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181142 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -22352854.000000 Penalty: 6011.364258
	Iteration 38Q: 3 clusters Score -2.235285e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181197 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -22352870.000000 Penalty: 6011.364258
	Iteration 39Q: 3 clusters Score -2.235287e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181249 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -22352864.000000 Penalty: 6011.364258
	Iteration 40F: 3 clusters Score -2.235286e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181303 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -22352898.000000 Penalty: 6011.364258
	Iteration 41Q: 3 clusters Score -2.23529e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181335 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -22352926.000000 Penalty: 6011.364258
	Iteration 42Q: 3 clusters Score -2.235293e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181363 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -22352948.000000 Penalty: 6011.364258
	Iteration 43Q: 3 clusters Score -2.235295e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181388 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -22352944.000000 Penalty: 6011.364258
	Iteration 44Q: 3 clusters Score -2.235294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181403 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -22352962.000000 Penalty: 6011.364258
	Iteration 45Q: 3 clusters Score -2.235296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181422 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -22352946.000000 Penalty: 6011.364258
	Iteration 46Q: 3 clusters Score -2.235295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181436 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -22352936.000000 Penalty: 6011.364258
	Iteration 47Q: 3 clusters Score -2.235294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181448 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -22352912.000000 Penalty: 6011.364258
	Iteration 48Q: 3 clusters Score -2.235291e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181461 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -22352902.000000 Penalty: 6011.364258
	Iteration 49Q: 3 clusters Score -2.23529e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181475 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -22352920.000000 Penalty: 6011.364258
	Iteration 50Q: 3 clusters Score -2.235292e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181496 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -22352914.000000 Penalty: 6011.364258
	Iteration 51Q: 3 clusters Score -2.235291e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181510 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -22352930.000000 Penalty: 6011.364258
	Iteration 52Q: 3 clusters Score -2.235293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181523 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -22352922.000000 Penalty: 6011.364258
	Iteration 53Q: 3 clusters Score -2.235292e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181540 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -22352918.000000 Penalty: 6011.364258
	Iteration 54Q: 3 clusters Score -2.235292e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181552 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -22352916.000000 Penalty: 6011.364258
	Iteration 55Q: 3 clusters Score -2.235292e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181566 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -22352934.000000 Penalty: 6011.364258
	Iteration 56Q: 3 clusters Score -2.235293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181582 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -22352940.000000 Penalty: 6011.364258
	Iteration 57Q: 3 clusters Score -2.235294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181595 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -22352950.000000 Penalty: 6011.364258
	Iteration 58Q: 3 clusters Score -2.235295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181607 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -22352950.000000 Penalty: 6011.364258
	Iteration 59Q: 3 clusters Score -2.235295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181614 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -22352962.000000 Penalty: 6011.364258
	Iteration 60F: 3 clusters Score -2.235296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181625 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -22352960.000000 Penalty: 6011.364258
	Iteration 61Q: 3 clusters Score -2.235296e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181633 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -22352946.000000 Penalty: 6011.364258
	Iteration 62Q: 3 clusters Score -2.235295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181639 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -22352964.000000 Penalty: 6011.364258
	Iteration 63Q: 3 clusters Score -2.235296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181643 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -22352968.000000 Penalty: 6011.364258
	Iteration 64Q: 3 clusters Score -2.235297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181649 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -22352968.000000 Penalty: 6011.364258
	Iteration 65Q: 3 clusters Score -2.235297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181652 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -22352970.000000 Penalty: 6011.364258
	Iteration 66Q: 3 clusters Score -2.235297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181655 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -22352962.000000 Penalty: 6011.364258
	Iteration 67Q: 3 clusters Score -2.235296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181656 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -22352960.000000 Penalty: 6011.364258
	Iteration 68Q: 3 clusters Score -2.235296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181657 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -22352956.000000 Penalty: 6011.364258
	Iteration 69Q: 3 clusters Score -2.235296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181657 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -22352976.000000 Penalty: 6011.364258
	Iteration 70Q: 3 clusters Score -2.235298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181662 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -22352966.000000 Penalty: 6011.364258
	Iteration 71Q: 3 clusters Score -2.235297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181667 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -22352986.000000 Penalty: 6011.364258
	Iteration 72Q: 3 clusters Score -2.235299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181671 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -22352990.000000 Penalty: 6011.364258
	Iteration 73Q: 3 clusters Score -2.235299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181675 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -22352986.000000 Penalty: 6011.364258
	Iteration 74Q: 3 clusters Score -2.235299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181681 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -22352982.000000 Penalty: 6011.364258
	Iteration 75Q: 3 clusters Score -2.235298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181689 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -22352980.000000 Penalty: 6011.364258
	Iteration 76Q: 3 clusters Score -2.235298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181691 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -22352986.000000 Penalty: 6011.364258
	Iteration 77Q: 3 clusters Score -2.235299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181696 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -22352994.000000 Penalty: 6011.364258
	Iteration 78Q: 3 clusters Score -2.235299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181700 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -22352994.000000 Penalty: 6011.364258
	Iteration 79Q: 3 clusters Score -2.235299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181707 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -22352996.000000 Penalty: 6011.364258
	Iteration 80F: 3 clusters Score -2.2353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181709 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -22352996.000000 Penalty: 6011.364258
	Iteration 81Q: 3 clusters Score -2.2353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181708 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -22353002.000000 Penalty: 6011.364258
	Iteration 82Q: 3 clusters Score -2.2353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181708 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -22353002.000000 Penalty: 6011.364258
	Iteration 83F: 3 clusters Score -2.2353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -46718.007812 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -46718.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45315.679688 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -45315.68 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45591.281250 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -45591.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -45762.890625 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -45762.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46096.093750 Penalty: 3050.698975
	Iteration 3F: 3 clusters Score -46096.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46863.679688 Penalty: 3050.698975
	Iteration 4F: 3 clusters Score -46863.68 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -47252.515625 Penalty: 3050.698975
	Iteration 5F: 3 clusters Score -47252.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47573.640625 Penalty: 3050.698975
	Iteration 6F: 3 clusters Score -47573.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -47775.605469 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -47775.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -47914.367188 Penalty: 3050.698975
	Iteration 8Q: 3 clusters Score -47914.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -48022.097656 Penalty: 3050.698975
	Iteration 9Q: 3 clusters Score -48022.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -48022.097656 Penalty: 3050.698975
	Iteration 10F: 3 clusters Score -48022.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263271 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11036 members 
Mstep: Class 4 contains 227827 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232840 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26208 members 
Mstep: Class 13 contains 183448 members 
Mstep: Class 14 contains 129 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20150 members 
Mstep: Class 18 contains 59243 members 
Mstep: Class 19 contains 45282 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3843 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2948 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7288 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31553 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23775 members 
Mstep: Class 34 contains 340 members 
Entering Unmasked Estep 
Score: -148027920.000000 Penalty: 118343.976562
Splitting cluster 14 changes total score from -148028528.000000 to -148027920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (53409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Entering Unmasked Estep 
Score: -6396854.000000 Penalty: 2699.662109
	Iteration 0F: 2 clusters Score -6396854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -6360995.500000 Penalty: 5399.324219
	Iteration 0F: 3 clusters Score -6360996 nChanged 24679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -6375369.000000 Penalty: 5399.324219
	Iteration 1F: 3 clusters Score -6375369 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -6376710.500000 Penalty: 5399.324219
	Iteration 2Q: 3 clusters Score -6376710 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -6378604.500000 Penalty: 5399.324219
	Iteration 3F: 3 clusters Score -6378604 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -6380972.500000 Penalty: 5399.324219
	Iteration 4F: 3 clusters Score -6380972 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -6383334.000000 Penalty: 5399.324219
	Iteration 5F: 3 clusters Score -6383334 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -6385322.000000 Penalty: 5399.324219
	Iteration 6F: 3 clusters Score -6385322 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -6386740.500000 Penalty: 5399.324219
	Iteration 7F: 3 clusters Score -6386740 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -6387649.500000 Penalty: 5399.324219
	Iteration 8Q: 3 clusters Score -6387650 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -6388135.500000 Penalty: 5399.324219
	Iteration 9Q: 3 clusters Score -6388136 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -6388359.500000 Penalty: 5399.324219
	Iteration 10Q: 3 clusters Score -6388360 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -6388485.000000 Penalty: 5399.324219
	Iteration 11Q: 3 clusters Score -6388485 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -6388546.500000 Penalty: 5399.324219
	Iteration 12Q: 3 clusters Score -6388546 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -6388550.500000 Penalty: 5399.324219
	Iteration 13Q: 3 clusters Score -6388550 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -6388590.500000 Penalty: 5399.324219
	Iteration 14Q: 3 clusters Score -6388590 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -6388596.000000 Penalty: 5399.324219
	Iteration 15Q: 3 clusters Score -6388596 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -6388606.500000 Penalty: 5399.324219
	Iteration 16Q: 3 clusters Score -6388606 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -6388614.500000 Penalty: 5399.324219
	Iteration 17Q: 3 clusters Score -6388614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -6388623.500000 Penalty: 5399.324219
	Iteration 18Q: 3 clusters Score -6388624 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -6388609.000000 Penalty: 5399.324219
	Iteration 19Q: 3 clusters Score -6388609 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -6388627.000000 Penalty: 5399.324219
	Iteration 20F: 3 clusters Score -6388627 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -6388615.500000 Penalty: 5399.324219
	Iteration 21Q: 3 clusters Score -6388616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -6388618.500000 Penalty: 5399.324219
	Iteration 22Q: 3 clusters Score -6388618 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -6388606.500000 Penalty: 5399.324219
	Iteration 23Q: 3 clusters Score -6388606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -6388624.000000 Penalty: 5399.324219
	Iteration 24Q: 3 clusters Score -6388624 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -6388627.500000 Penalty: 5399.324219
	Iteration 25Q: 3 clusters Score -6388628 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -6388632.000000 Penalty: 5399.324219
	Iteration 26Q: 3 clusters Score -6388632 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -6388629.000000 Penalty: 5399.324219
	Iteration 27Q: 3 clusters Score -6388629 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -6388622.500000 Penalty: 5399.324219
	Iteration 28Q: 3 clusters Score -6388622 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -6388631.000000 Penalty: 5399.324219
	Iteration 29Q: 3 clusters Score -6388631 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -6388628.000000 Penalty: 5399.324219
	Iteration 30Q: 3 clusters Score -6388628 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -6388617.500000 Penalty: 5399.324219
	Iteration 31Q: 3 clusters Score -6388618 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -6388609.500000 Penalty: 5399.324219
	Iteration 32Q: 3 clusters Score -6388610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -6388610.000000 Penalty: 5399.324219
	Iteration 33Q: 3 clusters Score -6388610 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -6388606.500000 Penalty: 5399.324219
	Iteration 34Q: 3 clusters Score -6388606 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -6388609.000000 Penalty: 5399.324219
	Iteration 35Q: 3 clusters Score -6388609 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -6388616.500000 Penalty: 5399.324219
	Iteration 36Q: 3 clusters Score -6388616 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -6388620.000000 Penalty: 5399.324219
	Iteration 37Q: 3 clusters Score -6388620 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -6388628.000000 Penalty: 5399.324219
	Iteration 38Q: 3 clusters Score -6388628 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -6388624.000000 Penalty: 5399.324219
	Iteration 39Q: 3 clusters Score -6388624 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -6388643.500000 Penalty: 5399.324219
	Iteration 40F: 3 clusters Score -6388644 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -6388653.000000 Penalty: 5399.324219
	Iteration 41Q: 3 clusters Score -6388653 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -6388671.500000 Penalty: 5399.324219
	Iteration 42Q: 3 clusters Score -6388672 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -6388704.000000 Penalty: 5399.324219
	Iteration 43Q: 3 clusters Score -6388704 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -6388703.000000 Penalty: 5399.324219
	Iteration 44Q: 3 clusters Score -6388703 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -6388718.000000 Penalty: 5399.324219
	Iteration 45Q: 3 clusters Score -6388718 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -6388744.500000 Penalty: 5399.324219
	Iteration 46Q: 3 clusters Score -6388744 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -6388771.500000 Penalty: 5399.324219
	Iteration 47Q: 3 clusters Score -6388772 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -6388783.500000 Penalty: 5399.324219
	Iteration 48Q: 3 clusters Score -6388784 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -6388822.500000 Penalty: 5399.324219
	Iteration 49Q: 3 clusters Score -6388822 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -6388860.500000 Penalty: 5399.324219
	Iteration 50Q: 3 clusters Score -6388860 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -6388906.000000 Penalty: 5399.324219
	Iteration 51Q: 3 clusters Score -6388906 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -6388945.000000 Penalty: 5399.324219
	Iteration 52Q: 3 clusters Score -6388945 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -6389009.000000 Penalty: 5399.324219
	Iteration 53Q: 3 clusters Score -6389009 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -6389052.000000 Penalty: 5399.324219
	Iteration 54Q: 3 clusters Score -6389052 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -6389120.500000 Penalty: 5399.324219
	Iteration 55Q: 3 clusters Score -6389120 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -6389199.500000 Penalty: 5399.324219
	Iteration 56Q: 3 clusters Score -6389200 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -6389257.000000 Penalty: 5399.324219
	Iteration 57Q: 3 clusters Score -6389257 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -6389317.500000 Penalty: 5399.324219
	Iteration 58Q: 3 clusters Score -6389318 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -6389446.500000 Penalty: 5399.324219
	Iteration 59Q: 3 clusters Score -6389446 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -6389535.000000 Penalty: 5399.324219
	Iteration 60F: 3 clusters Score -6389535 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -6389629.500000 Penalty: 5399.324219
	Iteration 61Q: 3 clusters Score -6389630 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -6389747.500000 Penalty: 5399.324219
	Iteration 62Q: 3 clusters Score -6389748 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -6389880.500000 Penalty: 5399.324219
	Iteration 63Q: 3 clusters Score -6389880 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -6390010.000000 Penalty: 5399.324219
	Iteration 64Q: 3 clusters Score -6390010 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -6390130.000000 Penalty: 5399.324219
	Iteration 65Q: 3 clusters Score -6390130 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -6390246.000000 Penalty: 5399.324219
	Iteration 66Q: 3 clusters Score -6390246 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -6390397.000000 Penalty: 5399.324219
	Iteration 67Q: 3 clusters Score -6390397 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -6390564.500000 Penalty: 5399.324219
	Iteration 68Q: 3 clusters Score -6390564 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -6390716.000000 Penalty: 5399.324219
	Iteration 69Q: 3 clusters Score -6390716 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -6390915.500000 Penalty: 5399.324219
	Iteration 70Q: 3 clusters Score -6390916 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -6391099.000000 Penalty: 5399.324219
	Iteration 71Q: 3 clusters Score -6391099 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -6391275.500000 Penalty: 5399.324219
	Iteration 72Q: 3 clusters Score -6391276 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -6391478.000000 Penalty: 5399.324219
	Iteration 73Q: 3 clusters Score -6391478 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -6391777.000000 Penalty: 5399.324219
	Iteration 74Q: 3 clusters Score -6391777 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -6392094.500000 Penalty: 5399.324219
	Iteration 75Q: 3 clusters Score -6392094 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -6392623.500000 Penalty: 5399.324219
	Iteration 76Q: 3 clusters Score -6392624 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -6393513.500000 Penalty: 5399.324219
	Iteration 77Q: 3 clusters Score -6393514 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -6394502.000000 Penalty: 5399.324219
	Iteration 78Q: 3 clusters Score -6394502 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -6394858.500000 Penalty: 5399.324219
	Iteration 79Q: 3 clusters Score -6394858 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -6394969.000000 Penalty: 5399.324219
	Iteration 80F: 3 clusters Score -6394969 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -6395024.500000 Penalty: 5399.324219
	Iteration 81Q: 3 clusters Score -6395024 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -6395056.500000 Penalty: 5399.324219
	Iteration 82Q: 3 clusters Score -6395056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -6395091.500000 Penalty: 5399.324219
	Iteration 83Q: 3 clusters Score -6395092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -6395100.000000 Penalty: 5399.324219
	Iteration 84Q: 3 clusters Score -6395100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -6395115.000000 Penalty: 5399.324219
	Iteration 85Q: 3 clusters Score -6395115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -6395109.000000 Penalty: 5399.324219
	Iteration 86Q: 3 clusters Score -6395109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
Score: -6395108.500000 Penalty: 5399.324219
	Iteration 87Q: 3 clusters Score -6395108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -6395119.500000 Penalty: 5399.324219
	Iteration 88Q: 3 clusters Score -6395120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -6395115.500000 Penalty: 5399.324219
	Iteration 89Q: 3 clusters Score -6395116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -6395125.000000 Penalty: 5399.324219
	Iteration 90Q: 3 clusters Score -6395125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -6395123.000000 Penalty: 5399.324219
	Iteration 91Q: 3 clusters Score -6395123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -6395123.000000 Penalty: 5399.324219
	Iteration 92F: 3 clusters Score -6395123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -31089.164062 Penalty: 1380.001099
	Iteration 0F: 2 clusters Score -31089.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29844.572266 Penalty: 2760.002197
	Iteration 0F: 3 clusters Score -29844.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29921.949219 Penalty: 2760.002197
	Iteration 1F: 3 clusters Score -29921.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29925.751953 Penalty: 2760.002197
	Iteration 2Q: 3 clusters Score -29925.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29925.751953 Penalty: 2760.002197
	Iteration 3F: 3 clusters Score -29925.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Entering Unmasked Estep 
Score: -2351127.750000 Penalty: 2457.917969
	Iteration 0F: 2 clusters Score -2351128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2336936.750000 Penalty: 4915.835938
	Iteration 0F: 3 clusters Score -2336937 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2341918.750000 Penalty: 4915.835938
	Iteration 1F: 3 clusters Score -2341919 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2342409.000000 Penalty: 4915.835938
	Iteration 2F: 3 clusters Score -2342409 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2342877.000000 Penalty: 4915.835938
	Iteration 3F: 3 clusters Score -2342877 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2343355.500000 Penalty: 4915.835938
	Iteration 4Q: 3 clusters Score -2343356 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2343917.750000 Penalty: 4915.835938
	Iteration 5Q: 3 clusters Score -2343918 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2344555.500000 Penalty: 4915.835938
	Iteration 6F: 3 clusters Score -2344556 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2345322.250000 Penalty: 4915.835938
	Iteration 7F: 3 clusters Score -2345322 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2346091.500000 Penalty: 4915.835938
	Iteration 8F: 3 clusters Score -2346092 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2346798.500000 Penalty: 4915.835938
	Iteration 9Q: 3 clusters Score -2346798 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2347405.750000 Penalty: 4915.835938
	Iteration 10Q: 3 clusters Score -2347406 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2347827.750000 Penalty: 4915.835938
	Iteration 11Q: 3 clusters Score -2347828 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2348163.000000 Penalty: 4915.835938
	Iteration 12Q: 3 clusters Score -2348163 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2348442.500000 Penalty: 4915.835938
	Iteration 13Q: 3 clusters Score -2348442 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2348620.750000 Penalty: 4915.835938
	Iteration 14Q: 3 clusters Score -2348621 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2348745.250000 Penalty: 4915.835938
	Iteration 15Q: 3 clusters Score -2348745 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2348842.500000 Penalty: 4915.835938
	Iteration 16Q: 3 clusters Score -2348842 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2348914.750000 Penalty: 4915.835938
	Iteration 17Q: 3 clusters Score -2348915 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2348984.750000 Penalty: 4915.835938
	Iteration 18Q: 3 clusters Score -2348985 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2349045.250000 Penalty: 4915.835938
	Iteration 19Q: 3 clusters Score -2349045 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2349113.750000 Penalty: 4915.835938
	Iteration 20F: 3 clusters Score -2349114 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2349164.500000 Penalty: 4915.835938
	Iteration 21Q: 3 clusters Score -2349164 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2349211.750000 Penalty: 4915.835938
	Iteration 22Q: 3 clusters Score -2349212 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2349243.000000 Penalty: 4915.835938
	Iteration 23Q: 3 clusters Score -2349243 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2349258.750000 Penalty: 4915.835938
	Iteration 24Q: 3 clusters Score -2349259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2349275.750000 Penalty: 4915.835938
	Iteration 25Q: 3 clusters Score -2349276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2349288.250000 Penalty: 4915.835938
	Iteration 26Q: 3 clusters Score -2349288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2349304.000000 Penalty: 4915.835938
	Iteration 27Q: 3 clusters Score -2349304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2349315.250000 Penalty: 4915.835938
	Iteration 28Q: 3 clusters Score -2349315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2349330.250000 Penalty: 4915.835938
	Iteration 29Q: 3 clusters Score -2349330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2349340.250000 Penalty: 4915.835938
	Iteration 30Q: 3 clusters Score -2349340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2349351.250000 Penalty: 4915.835938
	Iteration 31Q: 3 clusters Score -2349351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2349356.000000 Penalty: 4915.835938
	Iteration 32Q: 3 clusters Score -2349356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2349359.500000 Penalty: 4915.835938
	Iteration 33Q: 3 clusters Score -2349360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2349361.000000 Penalty: 4915.835938
	Iteration 34Q: 3 clusters Score -2349361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2349359.750000 Penalty: 4915.835938
	Iteration 35Q: 3 clusters Score -2349360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2349359.750000 Penalty: 4915.835938
	Iteration 36F: 3 clusters Score -2349360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (59243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Entering Unmasked Estep 
Score: -7278461.500000 Penalty: 2725.371826
	Iteration 0F: 2 clusters Score -7278462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -7238733.500000 Penalty: 5450.743652
	Iteration 0F: 3 clusters Score -7238734 nChanged 27549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -7254180.000000 Penalty: 5450.743652
	Iteration 1F: 3 clusters Score -7254180 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -7254997.000000 Penalty: 5450.743652
	Iteration 2Q: 3 clusters Score -7254997 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -7256046.000000 Penalty: 5450.743652
	Iteration 3Q: 3 clusters Score -7256046 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -7257766.500000 Penalty: 5450.743652
	Iteration 4F: 3 clusters Score -7257766 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -7260592.000000 Penalty: 5450.743652
	Iteration 5F: 3 clusters Score -7260592 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -7264452.000000 Penalty: 5450.743652
	Iteration 6F: 3 clusters Score -7264452 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -7268420.000000 Penalty: 5450.743652
	Iteration 7F: 3 clusters Score -7268420 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -7271459.500000 Penalty: 5450.743652
	Iteration 8F: 3 clusters Score -7271460 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -7273108.000000 Penalty: 5450.743652
	Iteration 9Q: 3 clusters Score -7273108 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -7273987.000000 Penalty: 5450.743652
	Iteration 10Q: 3 clusters Score -7273987 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -7274539.500000 Penalty: 5450.743652
	Iteration 11Q: 3 clusters Score -7274540 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -7274870.500000 Penalty: 5450.743652
	Iteration 12Q: 3 clusters Score -7274870 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -7275141.000000 Penalty: 5450.743652
	Iteration 13Q: 3 clusters Score -7275141 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -7275340.000000 Penalty: 5450.743652
	Iteration 14Q: 3 clusters Score -7275340 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7275525.500000 Penalty: 5450.743652
	Iteration 15Q: 3 clusters Score -7275526 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56615 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -7275664.500000 Penalty: 5450.743652
	Iteration 16Q: 3 clusters Score -7275664 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -7275787.500000 Penalty: 5450.743652
	Iteration 17Q: 3 clusters Score -7275788 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -7275862.500000 Penalty: 5450.743652
	Iteration 18Q: 3 clusters Score -7275862 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57308 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7275948.000000 Penalty: 5450.743652
	Iteration 19Q: 3 clusters Score -7275948 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7275999.500000 Penalty: 5450.743652
	Iteration 20F: 3 clusters Score -7276000 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7276041.000000 Penalty: 5450.743652
	Iteration 21Q: 3 clusters Score -7276041 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7276077.000000 Penalty: 5450.743652
	Iteration 22Q: 3 clusters Score -7276077 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -7276106.500000 Penalty: 5450.743652
	Iteration 23Q: 3 clusters Score -7276106 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7276133.500000 Penalty: 5450.743652
	Iteration 24Q: 3 clusters Score -7276134 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -7276149.000000 Penalty: 5450.743652
	Iteration 25Q: 3 clusters Score -7276149 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -7276153.000000 Penalty: 5450.743652
	Iteration 26Q: 3 clusters Score -7276153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -7276173.000000 Penalty: 5450.743652
	Iteration 27Q: 3 clusters Score -7276173 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57930 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -7276179.000000 Penalty: 5450.743652
	Iteration 28Q: 3 clusters Score -7276179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -7276194.500000 Penalty: 5450.743652
	Iteration 29Q: 3 clusters Score -7276194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57975 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7276199.500000 Penalty: 5450.743652
	Iteration 30Q: 3 clusters Score -7276200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7276201.500000 Penalty: 5450.743652
	Iteration 31Q: 3 clusters Score -7276202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7276205.500000 Penalty: 5450.743652
	Iteration 32Q: 3 clusters Score -7276206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7276197.500000 Penalty: 5450.743652
	Iteration 33Q: 3 clusters Score -7276198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58058 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7276220.500000 Penalty: 5450.743652
	Iteration 34Q: 3 clusters Score -7276220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7276220.000000 Penalty: 5450.743652
	Iteration 35Q: 3 clusters Score -7276220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7276213.500000 Penalty: 5450.743652
	Iteration 36Q: 3 clusters Score -7276214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7276222.500000 Penalty: 5450.743652
	Iteration 37Q: 3 clusters Score -7276222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7276227.500000 Penalty: 5450.743652
	Iteration 38Q: 3 clusters Score -7276228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7276231.000000 Penalty: 5450.743652
	Iteration 39Q: 3 clusters Score -7276231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58115 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7276238.000000 Penalty: 5450.743652
	Iteration 40F: 3 clusters Score -7276238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7276241.000000 Penalty: 5450.743652
	Iteration 41Q: 3 clusters Score -7276241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7276238.500000 Penalty: 5450.743652
	Iteration 42Q: 3 clusters Score -7276238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7276239.500000 Penalty: 5450.743652
	Iteration 43Q: 3 clusters Score -7276240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -7276241.500000 Penalty: 5450.743652
	Iteration 44Q: 3 clusters Score -7276242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -7276246.000000 Penalty: 5450.743652
	Iteration 45Q: 3 clusters Score -7276246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7276238.500000 Penalty: 5450.743652
	Iteration 46Q: 3 clusters Score -7276238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -7276238.500000 Penalty: 5450.743652
	Iteration 47F: 3 clusters Score -7276238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Entering Unmasked Estep 
Score: -5418815.500000 Penalty: 2658.724854
	Iteration 0F: 2 clusters Score -5418816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -5388284.500000 Penalty: 5317.449707
	Iteration 0F: 3 clusters Score -5388284 nChanged 20706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -5399627.500000 Penalty: 5317.449707
	Iteration 1F: 3 clusters Score -5399628 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -5400252.000000 Penalty: 5317.449707
	Iteration 2Q: 3 clusters Score -5400252 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -5401087.000000 Penalty: 5317.449707
	Iteration 3Q: 3 clusters Score -5401087 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -5402073.500000 Penalty: 5317.449707
	Iteration 4Q: 3 clusters Score -5402074 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -5403481.500000 Penalty: 5317.449707
	Iteration 5F: 3 clusters Score -5403482 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -5405214.500000 Penalty: 5317.449707
	Iteration 6F: 3 clusters Score -5405214 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -5407136.500000 Penalty: 5317.449707
	Iteration 7F: 3 clusters Score -5407136 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -5409079.500000 Penalty: 5317.449707
	Iteration 8F: 3 clusters Score -5409080 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -5410847.000000 Penalty: 5317.449707
	Iteration 9F: 3 clusters Score -5410847 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -5412676.000000 Penalty: 5317.449707
	Iteration 10F: 3 clusters Score -5412676 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -5414500.500000 Penalty: 5317.449707
	Iteration 11Q: 3 clusters Score -5414500 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -5416082.000000 Penalty: 5317.449707
	Iteration 12Q: 3 clusters Score -5416082 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -5417103.000000 Penalty: 5317.449707
	Iteration 13Q: 3 clusters Score -5417103 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -5417599.000000 Penalty: 5317.449707
	Iteration 14Q: 3 clusters Score -5417599 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -5417779.500000 Penalty: 5317.449707
	Iteration 15Q: 3 clusters Score -5417780 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -5417872.500000 Penalty: 5317.449707
	Iteration 16Q: 3 clusters Score -5417872 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -5417949.000000 Penalty: 5317.449707
	Iteration 17Q: 3 clusters Score -5417949 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -5417985.500000 Penalty: 5317.449707
	Iteration 18Q: 3 clusters Score -5417986 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -5418001.000000 Penalty: 5317.449707
	Iteration 19Q: 3 clusters Score -5418001 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -5418027.000000 Penalty: 5317.449707
	Iteration 20F: 3 clusters Score -5418027 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -5418047.500000 Penalty: 5317.449707
	Iteration 21Q: 3 clusters Score -5418048 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -5418043.000000 Penalty: 5317.449707
	Iteration 22Q: 3 clusters Score -5418043 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -5418047.500000 Penalty: 5317.449707
	Iteration 23Q: 3 clusters Score -5418048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -5418054.500000 Penalty: 5317.449707
	Iteration 24Q: 3 clusters Score -5418054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -5418058.000000 Penalty: 5317.449707
	Iteration 25Q: 3 clusters Score -5418058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -5418063.500000 Penalty: 5317.449707
	Iteration 26Q: 3 clusters Score -5418064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -5418054.500000 Penalty: 5317.449707
	Iteration 27Q: 3 clusters Score -5418054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -5418066.000000 Penalty: 5317.449707
	Iteration 28Q: 3 clusters Score -5418066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -5418068.000000 Penalty: 5317.449707
	Iteration 29Q: 3 clusters Score -5418068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -5418068.500000 Penalty: 5317.449707
	Iteration 30Q: 3 clusters Score -5418068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -5418064.000000 Penalty: 5317.449707
	Iteration 31Q: 3 clusters Score -5418064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -5418059.500000 Penalty: 5317.449707
	Iteration 32Q: 3 clusters Score -5418060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -5418060.000000 Penalty: 5317.449707
	Iteration 33Q: 3 clusters Score -5418060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -5418058.500000 Penalty: 5317.449707
	Iteration 34Q: 3 clusters Score -5418058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -5418057.000000 Penalty: 5317.449707
	Iteration 35Q: 3 clusters Score -5418057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -5418063.000000 Penalty: 5317.449707
	Iteration 36Q: 3 clusters Score -5418063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -5418061.000000 Penalty: 5317.449707
	Iteration 37Q: 3 clusters Score -5418061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -5418061.000000 Penalty: 5317.449707
	Iteration 38F: 3 clusters Score -5418061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -196801.390625 Penalty: 1828.752441
	Iteration 0F: 2 clusters Score -196801.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -194397.062500 Penalty: 3657.504883
	Iteration 0F: 3 clusters Score -194397.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -194763.921875 Penalty: 3657.504883
	Iteration 1F: 3 clusters Score -194763.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -194870.859375 Penalty: 3657.504883
	Iteration 2F: 3 clusters Score -194870.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -194918.046875 Penalty: 3657.504883
	Iteration 3Q: 3 clusters Score -194918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -194941.015625 Penalty: 3657.504883
	Iteration 4Q: 3 clusters Score -194941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -194957.875000 Penalty: 3657.504883
	Iteration 5Q: 3 clusters Score -194957.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -194973.375000 Penalty: 3657.504883
	Iteration 6Q: 3 clusters Score -194973.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -194986.406250 Penalty: 3657.504883
	Iteration 7Q: 3 clusters Score -194986.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -194991.843750 Penalty: 3657.504883
	Iteration 8Q: 3 clusters Score -194991.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -194996.203125 Penalty: 3657.504883
	Iteration 9Q: 3 clusters Score -194996.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -194999.046875 Penalty: 3657.504883
	Iteration 10Q: 3 clusters Score -194999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -195002.328125 Penalty: 3657.504883
	Iteration 11Q: 3 clusters Score -195002.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -195003.484375 Penalty: 3657.504883
	Iteration 12Q: 3 clusters Score -195003.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -195004.921875 Penalty: 3657.504883
	Iteration 13Q: 3 clusters Score -195004.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -195005.375000 Penalty: 3657.504883
	Iteration 14Q: 3 clusters Score -195005.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -195005.375000 Penalty: 3657.504883
	Iteration 15F: 3 clusters Score -195005.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Entering Unmasked Estep 
Score: -441302.312500 Penalty: 2046.994019
	Iteration 0F: 2 clusters Score -441302.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -437555.906250 Penalty: 4093.988037
	Iteration 0F: 3 clusters Score -437555.9 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -438463.343750 Penalty: 4093.988037
	Iteration 1F: 3 clusters Score -438463.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -438707.187500 Penalty: 4093.988037
	Iteration 2F: 3 clusters Score -438707.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -438877.843750 Penalty: 4093.988037
	Iteration 3F: 3 clusters Score -438877.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -439070.187500 Penalty: 4093.988037
	Iteration 4F: 3 clusters Score -439070.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -439306.250000 Penalty: 4093.988037
	Iteration 5Q: 3 clusters Score -439306.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -439620.375000 Penalty: 4093.988037
	Iteration 6F: 3 clusters Score -439620.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -440000.625000 Penalty: 4093.988037
	Iteration 7F: 3 clusters Score -440000.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -440254.781250 Penalty: 4093.988037
	Iteration 8F: 3 clusters Score -440254.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -440445.531250 Penalty: 4093.988037
	Iteration 9Q: 3 clusters Score -440445.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -440640.906250 Penalty: 4093.988037
	Iteration 10Q: 3 clusters Score -440640.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -440842.218750 Penalty: 4093.988037
	Iteration 11Q: 3 clusters Score -440842.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -441075.250000 Penalty: 4093.988037
	Iteration 12Q: 3 clusters Score -441075.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -441312.750000 Penalty: 4093.988037
	Iteration 13Q: 3 clusters Score -441312.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -441424.062500 Penalty: 4093.988037
	Iteration 14Q: 3 clusters Score -441424.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -441453.000000 Penalty: 4093.988037
	Iteration 15Q: 3 clusters Score -441453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -441457.843750 Penalty: 4093.988037
	Iteration 16Q: 3 clusters Score -441457.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -441459.031250 Penalty: 4093.988037
	Iteration 17Q: 3 clusters Score -441459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -441459.031250 Penalty: 4093.988037
	Iteration 18Q: 3 clusters Score -441459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -441460.312500 Penalty: 4093.988037
	Iteration 19Q: 3 clusters Score -441460.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -441461.562500 Penalty: 4093.988037
	Iteration 20F: 3 clusters Score -441461.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263271 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11036 members 
Mstep: Class 4 contains 227827 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232840 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26208 members 
Mstep: Class 13 contains 183448 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20150 members 
Mstep: Class 18 contains 59243 members 
Mstep: Class 19 contains 45282 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 2788 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2948 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7288 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31553 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23775 members 
Mstep: Class 34 contains 1055 members 
Entering Unmasked Estep 
Score: -148027152.000000 Penalty: 118343.976562
Splitting cluster 21 changes total score from -148028528.000000 to -148027152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -210050.562500 Penalty: 1845.447510
	Iteration 0F: 2 clusters Score -210050.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -207588.109375 Penalty: 3690.895020
	Iteration 0F: 3 clusters Score -207588.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -207946.781250 Penalty: 3690.895020
	Iteration 1F: 3 clusters Score -207946.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -208037.312500 Penalty: 3690.895020
	Iteration 2F: 3 clusters Score -208037.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -208079.984375 Penalty: 3690.895020
	Iteration 3Q: 3 clusters Score -208080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -208111.781250 Penalty: 3690.895020
	Iteration 4Q: 3 clusters Score -208111.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -208138.281250 Penalty: 3690.895020
	Iteration 5Q: 3 clusters Score -208138.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -208163.703125 Penalty: 3690.895020
	Iteration 6Q: 3 clusters Score -208163.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -208184.125000 Penalty: 3690.895020
	Iteration 7Q: 3 clusters Score -208184.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -208198.078125 Penalty: 3690.895020
	Iteration 8Q: 3 clusters Score -208198.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -208207.437500 Penalty: 3690.895020
	Iteration 9Q: 3 clusters Score -208207.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -208217.406250 Penalty: 3690.895020
	Iteration 10Q: 3 clusters Score -208217.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -208222.296875 Penalty: 3690.895020
	Iteration 11Q: 3 clusters Score -208222.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -208225.484375 Penalty: 3690.895020
	Iteration 12Q: 3 clusters Score -208225.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -208226.750000 Penalty: 3690.895020
	Iteration 13Q: 3 clusters Score -208226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -208227.218750 Penalty: 3690.895020
	Iteration 14Q: 3 clusters Score -208227.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -208227.812500 Penalty: 3690.895020
	Iteration 15Q: 3 clusters Score -208227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -208229.140625 Penalty: 3690.895020
	Iteration 16Q: 3 clusters Score -208229.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -208229.375000 Penalty: 3690.895020
	Iteration 17Q: 3 clusters Score -208229.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -208229.375000 Penalty: 3690.895020
	Iteration 18F: 3 clusters Score -208229.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Entering Unmasked Estep 
Score: -547209.125000 Penalty: 2094.639404
	Iteration 0F: 2 clusters Score -547209.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -542959.937500 Penalty: 4189.278809
	Iteration 0F: 3 clusters Score -542959.9 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -543974.250000 Penalty: 4189.278809
	Iteration 1F: 3 clusters Score -543974.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -544193.750000 Penalty: 4189.278809
	Iteration 2F: 3 clusters Score -544193.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -544339.250000 Penalty: 4189.278809
	Iteration 3F: 3 clusters Score -544339.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -544464.750000 Penalty: 4189.278809
	Iteration 4Q: 3 clusters Score -544464.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -544604.812500 Penalty: 4189.278809
	Iteration 5Q: 3 clusters Score -544604.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -544750.875000 Penalty: 4189.278809
	Iteration 6Q: 3 clusters Score -544750.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -544929.937500 Penalty: 4189.278809
	Iteration 7Q: 3 clusters Score -544929.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -545107.125000 Penalty: 4189.278809
	Iteration 8Q: 3 clusters Score -545107.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -545291.187500 Penalty: 4189.278809
	Iteration 9Q: 3 clusters Score -545291.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -545436.000000 Penalty: 4189.278809
	Iteration 10Q: 3 clusters Score -545436 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -545578.562500 Penalty: 4189.278809
	Iteration 11Q: 3 clusters Score -545578.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -545680.437500 Penalty: 4189.278809
	Iteration 12Q: 3 clusters Score -545680.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -545748.125000 Penalty: 4189.278809
	Iteration 13Q: 3 clusters Score -545748.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -545794.375000 Penalty: 4189.278809
	Iteration 14Q: 3 clusters Score -545794.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -545827.437500 Penalty: 4189.278809
	Iteration 15Q: 3 clusters Score -545827.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -545847.937500 Penalty: 4189.278809
	Iteration 16Q: 3 clusters Score -545847.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -545860.062500 Penalty: 4189.278809
	Iteration 17Q: 3 clusters Score -545860.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -545867.562500 Penalty: 4189.278809
	Iteration 18Q: 3 clusters Score -545867.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -545870.437500 Penalty: 4189.278809
	Iteration 19Q: 3 clusters Score -545870.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -545873.062500 Penalty: 4189.278809
	Iteration 20F: 3 clusters Score -545873.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -545874.562500 Penalty: 4189.278809
	Iteration 21Q: 3 clusters Score -545874.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -545875.500000 Penalty: 4189.278809
	Iteration 22Q: 3 clusters Score -545875.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -545879.187500 Penalty: 4189.278809
	Iteration 23Q: 3 clusters Score -545879.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -545880.062500 Penalty: 4189.278809
	Iteration 24Q: 3 clusters Score -545880.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -545881.125000 Penalty: 4189.278809
	Iteration 25Q: 3 clusters Score -545881.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -545882.062500 Penalty: 4189.278809
	Iteration 26Q: 3 clusters Score -545882.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -545882.625000 Penalty: 4189.278809
	Iteration 27Q: 3 clusters Score -545882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -545884.500000 Penalty: 4189.278809
	Iteration 28Q: 3 clusters Score -545884.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -545885.187500 Penalty: 4189.278809
	Iteration 29Q: 3 clusters Score -545885.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -545886.000000 Penalty: 4189.278809
	Iteration 30Q: 3 clusters Score -545886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -545886.062500 Penalty: 4189.278809
	Iteration 31Q: 3 clusters Score -545886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -545886.750000 Penalty: 4189.278809
	Iteration 32Q: 3 clusters Score -545886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -545888.062500 Penalty: 4189.278809
	Iteration 33Q: 3 clusters Score -545888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -545888.625000 Penalty: 4189.278809
	Iteration 34Q: 3 clusters Score -545888.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -545888.625000 Penalty: 4189.278809
	Iteration 35F: 3 clusters Score -545888.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Entering Unmasked Estep 
Score: -344576.468750 Penalty: 1981.242798
	Iteration 0F: 2 clusters Score -344576.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -341328.968750 Penalty: 3962.485596
	Iteration 0F: 3 clusters Score -341329 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -341957.656250 Penalty: 3962.485596
	Iteration 1F: 3 clusters Score -341957.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -342145.562500 Penalty: 3962.485596
	Iteration 2F: 3 clusters Score -342145.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -342312.500000 Penalty: 3962.485596
	Iteration 3F: 3 clusters Score -342312.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -342446.500000 Penalty: 3962.485596
	Iteration 4F: 3 clusters Score -342446.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -342611.781250 Penalty: 3962.485596
	Iteration 5Q: 3 clusters Score -342611.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -342764.656250 Penalty: 3962.485596
	Iteration 6Q: 3 clusters Score -342764.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -342864.218750 Penalty: 3962.485596
	Iteration 7Q: 3 clusters Score -342864.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -342947.312500 Penalty: 3962.485596
	Iteration 8Q: 3 clusters Score -342947.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -343009.093750 Penalty: 3962.485596
	Iteration 9Q: 3 clusters Score -343009.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -343066.093750 Penalty: 3962.485596
	Iteration 10Q: 3 clusters Score -343066.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -343115.843750 Penalty: 3962.485596
	Iteration 11Q: 3 clusters Score -343115.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -343149.375000 Penalty: 3962.485596
	Iteration 12Q: 3 clusters Score -343149.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -343178.562500 Penalty: 3962.485596
	Iteration 13Q: 3 clusters Score -343178.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -343202.437500 Penalty: 3962.485596
	Iteration 14Q: 3 clusters Score -343202.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -343222.312500 Penalty: 3962.485596
	Iteration 15Q: 3 clusters Score -343222.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -343241.125000 Penalty: 3962.485596
	Iteration 16Q: 3 clusters Score -343241.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -343255.656250 Penalty: 3962.485596
	Iteration 17Q: 3 clusters Score -343255.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -343271.781250 Penalty: 3962.485596
	Iteration 18Q: 3 clusters Score -343271.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -343287.718750 Penalty: 3962.485596
	Iteration 19Q: 3 clusters Score -343287.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -343305.187500 Penalty: 3962.485596
	Iteration 20F: 3 clusters Score -343305.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -343323.437500 Penalty: 3962.485596
	Iteration 21Q: 3 clusters Score -343323.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -343334.343750 Penalty: 3962.485596
	Iteration 22Q: 3 clusters Score -343334.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -343341.968750 Penalty: 3962.485596
	Iteration 23Q: 3 clusters Score -343342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -343346.906250 Penalty: 3962.485596
	Iteration 24Q: 3 clusters Score -343346.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -343352.375000 Penalty: 3962.485596
	Iteration 25Q: 3 clusters Score -343352.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -343355.281250 Penalty: 3962.485596
	Iteration 26Q: 3 clusters Score -343355.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -343358.875000 Penalty: 3962.485596
	Iteration 27Q: 3 clusters Score -343358.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -343361.656250 Penalty: 3962.485596
	Iteration 28Q: 3 clusters Score -343361.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -343366.281250 Penalty: 3962.485596
	Iteration 29Q: 3 clusters Score -343366.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -343367.343750 Penalty: 3962.485596
	Iteration 30Q: 3 clusters Score -343367.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -343367.937500 Penalty: 3962.485596
	Iteration 31Q: 3 clusters Score -343367.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -343368.062500 Penalty: 3962.485596
	Iteration 32Q: 3 clusters Score -343368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -343368.593750 Penalty: 3962.485596
	Iteration 33Q: 3 clusters Score -343368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -343369.937500 Penalty: 3962.485596
	Iteration 34Q: 3 clusters Score -343369.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -343370.750000 Penalty: 3962.485596
	Iteration 35Q: 3 clusters Score -343370.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -343372.406250 Penalty: 3962.485596
	Iteration 36Q: 3 clusters Score -343372.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -343372.625000 Penalty: 3962.485596
	Iteration 37Q: 3 clusters Score -343372.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -343372.625000 Penalty: 3962.485596
	Iteration 38F: 3 clusters Score -343372.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Entering Unmasked Estep 
Score: -90137.875000 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -90137.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -88331.640625 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -88331.64 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88901.546875 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -88901.55 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -89628.000000 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -89628 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -90187.554688 Penalty: 3369.002930
	Iteration 3F: 3 clusters Score -90187.55 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -90629.828125 Penalty: 3369.002930
	Iteration 4F: 3 clusters Score -90629.83 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -90851.992188 Penalty: 3369.002930
	Iteration 5F: 3 clusters Score -90851.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -91002.039062 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -91002.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -91130.523438 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -91130.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -91260.796875 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -91260.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -91411.562500 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -91411.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -91478.257812 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -91478.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -91505.453125 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -91505.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -91514.757812 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -91514.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -91525.578125 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -91525.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -91525.578125 Penalty: 3369.002930
	Iteration 14F: 3 clusters Score -91525.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263271 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11036 members 
Mstep: Class 4 contains 227827 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232840 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26208 members 
Mstep: Class 13 contains 183448 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20150 members 
Mstep: Class 18 contains 59243 members 
Mstep: Class 19 contains 45282 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3843 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2948 members 
Mstep: Class 25 contains 766 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7288 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31553 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23775 members 
Mstep: Class 34 contains 125 members 
Entering Unmasked Estep 
Score: -148028048.000000 Penalty: 118343.976562
Splitting cluster 25 changes total score from -148028528.000000 to -148028048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (1280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Entering Unmasked Estep 
Score: -152445.843750 Penalty: 1774.344604
	Iteration 0F: 2 clusters Score -152445.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -150363.312500 Penalty: 3548.689209
	Iteration 0F: 3 clusters Score -150363.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -150724.250000 Penalty: 3548.689209
	Iteration 1F: 3 clusters Score -150724.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -150900.500000 Penalty: 3548.689209
	Iteration 2F: 3 clusters Score -150900.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -151091.859375 Penalty: 3548.689209
	Iteration 3F: 3 clusters Score -151091.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -151325.953125 Penalty: 3548.689209
	Iteration 4F: 3 clusters Score -151326 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -151508.484375 Penalty: 3548.689209
	Iteration 5F: 3 clusters Score -151508.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -151650.296875 Penalty: 3548.689209
	Iteration 6Q: 3 clusters Score -151650.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -151736.734375 Penalty: 3548.689209
	Iteration 7Q: 3 clusters Score -151736.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -151794.828125 Penalty: 3548.689209
	Iteration 8Q: 3 clusters Score -151794.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -151820.656250 Penalty: 3548.689209
	Iteration 9Q: 3 clusters Score -151820.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -151830.781250 Penalty: 3548.689209
	Iteration 10Q: 3 clusters Score -151830.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -151831.515625 Penalty: 3548.689209
	Iteration 11Q: 3 clusters Score -151831.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -151832.359375 Penalty: 3548.689209
	Iteration 12Q: 3 clusters Score -151832.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -151833.906250 Penalty: 3548.689209
	Iteration 13Q: 3 clusters Score -151833.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -151833.906250 Penalty: 3548.689209
	Iteration 14F: 3 clusters Score -151833.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Entering Unmasked Estep 
Score: -888478.937500 Penalty: 2205.708252
	Iteration 0F: 2 clusters Score -888478.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -882534.437500 Penalty: 4411.416504
	Iteration 0F: 3 clusters Score -882534.4 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -884155.437500 Penalty: 4411.416504
	Iteration 1F: 3 clusters Score -884155.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -884403.500000 Penalty: 4411.416504
	Iteration 2F: 3 clusters Score -884403.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -884590.312500 Penalty: 4411.416504
	Iteration 3Q: 3 clusters Score -884590.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -884699.937500 Penalty: 4411.416504
	Iteration 4Q: 3 clusters Score -884699.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -884798.187500 Penalty: 4411.416504
	Iteration 5Q: 3 clusters Score -884798.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -884866.687500 Penalty: 4411.416504
	Iteration 6Q: 3 clusters Score -884866.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -884919.750000 Penalty: 4411.416504
	Iteration 7Q: 3 clusters Score -884919.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -884958.375000 Penalty: 4411.416504
	Iteration 8Q: 3 clusters Score -884958.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -884998.625000 Penalty: 4411.416504
	Iteration 9Q: 3 clusters Score -884998.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -885043.937500 Penalty: 4411.416504
	Iteration 10Q: 3 clusters Score -885043.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -885095.875000 Penalty: 4411.416504
	Iteration 11Q: 3 clusters Score -885095.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -885137.187500 Penalty: 4411.416504
	Iteration 12Q: 3 clusters Score -885137.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -885175.625000 Penalty: 4411.416504
	Iteration 13Q: 3 clusters Score -885175.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -885211.000000 Penalty: 4411.416504
	Iteration 14Q: 3 clusters Score -885211 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -885251.687500 Penalty: 4411.416504
	Iteration 15Q: 3 clusters Score -885251.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -885302.812500 Penalty: 4411.416504
	Iteration 16Q: 3 clusters Score -885302.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -885356.375000 Penalty: 4411.416504
	Iteration 17Q: 3 clusters Score -885356.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -885390.437500 Penalty: 4411.416504
	Iteration 18Q: 3 clusters Score -885390.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -885426.750000 Penalty: 4411.416504
	Iteration 19Q: 3 clusters Score -885426.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -885460.937500 Penalty: 4411.416504
	Iteration 20F: 3 clusters Score -885460.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -885497.000000 Penalty: 4411.416504
	Iteration 21Q: 3 clusters Score -885497 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -885532.375000 Penalty: 4411.416504
	Iteration 22Q: 3 clusters Score -885532.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -885564.062500 Penalty: 4411.416504
	Iteration 23Q: 3 clusters Score -885564.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -885592.125000 Penalty: 4411.416504
	Iteration 24Q: 3 clusters Score -885592.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -885620.125000 Penalty: 4411.416504
	Iteration 25Q: 3 clusters Score -885620.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -885643.750000 Penalty: 4411.416504
	Iteration 26Q: 3 clusters Score -885643.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -885661.062500 Penalty: 4411.416504
	Iteration 27Q: 3 clusters Score -885661.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -885677.062500 Penalty: 4411.416504
	Iteration 28Q: 3 clusters Score -885677.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -885692.250000 Penalty: 4411.416504
	Iteration 29Q: 3 clusters Score -885692.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -885699.625000 Penalty: 4411.416504
	Iteration 30Q: 3 clusters Score -885699.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -885705.750000 Penalty: 4411.416504
	Iteration 31Q: 3 clusters Score -885705.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -885710.937500 Penalty: 4411.416504
	Iteration 32Q: 3 clusters Score -885710.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -885715.312500 Penalty: 4411.416504
	Iteration 33Q: 3 clusters Score -885715.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -885724.125000 Penalty: 4411.416504
	Iteration 34Q: 3 clusters Score -885724.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -885727.375000 Penalty: 4411.416504
	Iteration 35Q: 3 clusters Score -885727.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -885728.625000 Penalty: 4411.416504
	Iteration 36Q: 3 clusters Score -885728.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -885730.812500 Penalty: 4411.416504
	Iteration 37Q: 3 clusters Score -885730.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -885734.062500 Penalty: 4411.416504
	Iteration 38Q: 3 clusters Score -885734.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -885736.125000 Penalty: 4411.416504
	Iteration 39Q: 3 clusters Score -885736.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -885742.437500 Penalty: 4411.416504
	Iteration 40F: 3 clusters Score -885742.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -885745.187500 Penalty: 4411.416504
	Iteration 41Q: 3 clusters Score -885745.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -885749.250000 Penalty: 4411.416504
	Iteration 42Q: 3 clusters Score -885749.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -885754.562500 Penalty: 4411.416504
	Iteration 43Q: 3 clusters Score -885754.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -885756.687500 Penalty: 4411.416504
	Iteration 44Q: 3 clusters Score -885756.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -885762.875000 Penalty: 4411.416504
	Iteration 45Q: 3 clusters Score -885762.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -885768.000000 Penalty: 4411.416504
	Iteration 46Q: 3 clusters Score -885768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -885768.187500 Penalty: 4411.416504
	Iteration 47Q: 3 clusters Score -885768.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -885769.125000 Penalty: 4411.416504
	Iteration 48Q: 3 clusters Score -885769.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -885772.562500 Penalty: 4411.416504
	Iteration 49Q: 3 clusters Score -885772.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -885773.625000 Penalty: 4411.416504
	Iteration 50Q: 3 clusters Score -885773.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -885776.000000 Penalty: 4411.416504
	Iteration 51Q: 3 clusters Score -885776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -885782.562500 Penalty: 4411.416504
	Iteration 52Q: 3 clusters Score -885782.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -885788.125000 Penalty: 4411.416504
	Iteration 53Q: 3 clusters Score -885788.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -885793.125000 Penalty: 4411.416504
	Iteration 54Q: 3 clusters Score -885793.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -885797.187500 Penalty: 4411.416504
	Iteration 55Q: 3 clusters Score -885797.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -885798.562500 Penalty: 4411.416504
	Iteration 56Q: 3 clusters Score -885798.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -885802.562500 Penalty: 4411.416504
	Iteration 57Q: 3 clusters Score -885802.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -885808.625000 Penalty: 4411.416504
	Iteration 58Q: 3 clusters Score -885808.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -885812.687500 Penalty: 4411.416504
	Iteration 59Q: 3 clusters Score -885812.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -885818.562500 Penalty: 4411.416504
	Iteration 60F: 3 clusters Score -885818.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -885819.000000 Penalty: 4411.416504
	Iteration 61Q: 3 clusters Score -885819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -885824.312500 Penalty: 4411.416504
	Iteration 62Q: 3 clusters Score -885824.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -885826.625000 Penalty: 4411.416504
	Iteration 63Q: 3 clusters Score -885826.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -885827.687500 Penalty: 4411.416504
	Iteration 64Q: 3 clusters Score -885827.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -885833.875000 Penalty: 4411.416504
	Iteration 65Q: 3 clusters Score -885833.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -885840.250000 Penalty: 4411.416504
	Iteration 66Q: 3 clusters Score -885840.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -885843.562500 Penalty: 4411.416504
	Iteration 67Q: 3 clusters Score -885843.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -885847.812500 Penalty: 4411.416504
	Iteration 68Q: 3 clusters Score -885847.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -885852.937500 Penalty: 4411.416504
	Iteration 69Q: 3 clusters Score -885852.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -885855.312500 Penalty: 4411.416504
	Iteration 70Q: 3 clusters Score -885855.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -885859.687500 Penalty: 4411.416504
	Iteration 71Q: 3 clusters Score -885859.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -885859.875000 Penalty: 4411.416504
	Iteration 72Q: 3 clusters Score -885859.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -885863.500000 Penalty: 4411.416504
	Iteration 73Q: 3 clusters Score -885863.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -885864.937500 Penalty: 4411.416504
	Iteration 74Q: 3 clusters Score -885864.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -885866.187500 Penalty: 4411.416504
	Iteration 75Q: 3 clusters Score -885866.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -885867.687500 Penalty: 4411.416504
	Iteration 76Q: 3 clusters Score -885867.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -885869.437500 Penalty: 4411.416504
	Iteration 77Q: 3 clusters Score -885869.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -885869.500000 Penalty: 4411.416504
	Iteration 78Q: 3 clusters Score -885869.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -885868.000000 Penalty: 4411.416504
	Iteration 79Q: 3 clusters Score -885868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -885868.562500 Penalty: 4411.416504
	Iteration 80F: 3 clusters Score -885868.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -885868.500000 Penalty: 4411.416504
	Iteration 81Q: 3 clusters Score -885868.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -885871.062500 Penalty: 4411.416504
	Iteration 82Q: 3 clusters Score -885871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -885870.125000 Penalty: 4411.416504
	Iteration 83Q: 3 clusters Score -885870.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -885872.125000 Penalty: 4411.416504
	Iteration 84Q: 3 clusters Score -885872.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -885873.625000 Penalty: 4411.416504
	Iteration 85Q: 3 clusters Score -885873.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -885875.312500 Penalty: 4411.416504
	Iteration 86Q: 3 clusters Score -885875.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -885877.625000 Penalty: 4411.416504
	Iteration 87Q: 3 clusters Score -885877.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -885879.187500 Penalty: 4411.416504
	Iteration 88Q: 3 clusters Score -885879.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -885879.812500 Penalty: 4411.416504
	Iteration 89Q: 3 clusters Score -885879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -885879.187500 Penalty: 4411.416504
	Iteration 90Q: 3 clusters Score -885879.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -885877.812500 Penalty: 4411.416504
	Iteration 91Q: 3 clusters Score -885877.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -885878.750000 Penalty: 4411.416504
	Iteration 92Q: 3 clusters Score -885878.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -885879.562500 Penalty: 4411.416504
	Iteration 93Q: 3 clusters Score -885879.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -885881.000000 Penalty: 4411.416504
	Iteration 94Q: 3 clusters Score -885881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -885883.062500 Penalty: 4411.416504
	Iteration 95Q: 3 clusters Score -885883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -885882.937500 Penalty: 4411.416504
	Iteration 96Q: 3 clusters Score -885882.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -885885.125000 Penalty: 4411.416504
	Iteration 97Q: 3 clusters Score -885885.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -885886.562500 Penalty: 4411.416504
	Iteration 98Q: 3 clusters Score -885886.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -885887.000000 Penalty: 4411.416504
	Iteration 99Q: 3 clusters Score -885887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -885887.312500 Penalty: 4411.416504
	Iteration 100F: 3 clusters Score -885887.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -885891.625000 Penalty: 4411.416504
	Iteration 101Q: 3 clusters Score -885891.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -885894.500000 Penalty: 4411.416504
	Iteration 102Q: 3 clusters Score -885894.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -885896.250000 Penalty: 4411.416504
	Iteration 103Q: 3 clusters Score -885896.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -885900.062500 Penalty: 4411.416504
	Iteration 104Q: 3 clusters Score -885900.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -885900.687500 Penalty: 4411.416504
	Iteration 105Q: 3 clusters Score -885900.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -885903.750000 Penalty: 4411.416504
	Iteration 106Q: 3 clusters Score -885903.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -885908.000000 Penalty: 4411.416504
	Iteration 107Q: 3 clusters Score -885908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -885907.125000 Penalty: 4411.416504
	Iteration 108Q: 3 clusters Score -885907.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -885907.812500 Penalty: 4411.416504
	Iteration 109Q: 3 clusters Score -885907.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -885911.312500 Penalty: 4411.416504
	Iteration 110Q: 3 clusters Score -885911.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -885909.500000 Penalty: 4411.416504
	Iteration 111Q: 3 clusters Score -885909.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -885913.625000 Penalty: 4411.416504
	Iteration 112Q: 3 clusters Score -885913.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -885913.437500 Penalty: 4411.416504
	Iteration 113Q: 3 clusters Score -885913.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -885916.562500 Penalty: 4411.416504
	Iteration 114Q: 3 clusters Score -885916.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -885917.375000 Penalty: 4411.416504
	Iteration 115Q: 3 clusters Score -885917.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -885919.937500 Penalty: 4411.416504
	Iteration 116Q: 3 clusters Score -885919.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -885918.000000 Penalty: 4411.416504
	Iteration 117Q: 3 clusters Score -885918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -885919.312500 Penalty: 4411.416504
	Iteration 118Q: 3 clusters Score -885919.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -885921.875000 Penalty: 4411.416504
	Iteration 119Q: 3 clusters Score -885921.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -885920.812500 Penalty: 4411.416504
	Iteration 120F: 3 clusters Score -885920.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -885922.375000 Penalty: 4411.416504
	Iteration 121Q: 3 clusters Score -885922.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -885923.687500 Penalty: 4411.416504
	Iteration 122Q: 3 clusters Score -885923.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -885924.000000 Penalty: 4411.416504
	Iteration 123Q: 3 clusters Score -885924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -885922.375000 Penalty: 4411.416504
	Iteration 124Q: 3 clusters Score -885922.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -885924.937500 Penalty: 4411.416504
	Iteration 125Q: 3 clusters Score -885924.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -885925.875000 Penalty: 4411.416504
	Iteration 126Q: 3 clusters Score -885925.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -885927.812500 Penalty: 4411.416504
	Iteration 127Q: 3 clusters Score -885927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -885927.312500 Penalty: 4411.416504
	Iteration 128Q: 3 clusters Score -885927.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -885929.562500 Penalty: 4411.416504
	Iteration 129Q: 3 clusters Score -885929.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -885932.875000 Penalty: 4411.416504
	Iteration 130Q: 3 clusters Score -885932.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -885932.750000 Penalty: 4411.416504
	Iteration 131Q: 3 clusters Score -885932.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -885932.750000 Penalty: 4411.416504
	Iteration 132Q: 3 clusters Score -885932.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -885934.125000 Penalty: 4411.416504
	Iteration 133Q: 3 clusters Score -885934.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -885938.000000 Penalty: 4411.416504
	Iteration 134Q: 3 clusters Score -885938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -885938.250000 Penalty: 4411.416504
	Iteration 135Q: 3 clusters Score -885938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -885936.875000 Penalty: 4411.416504
	Iteration 136Q: 3 clusters Score -885936.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -885937.125000 Penalty: 4411.416504
	Iteration 137Q: 3 clusters Score -885937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -885936.750000 Penalty: 4411.416504
	Iteration 138Q: 3 clusters Score -885936.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -885938.812500 Penalty: 4411.416504
	Iteration 139Q: 3 clusters Score -885938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -885939.750000 Penalty: 4411.416504
	Iteration 140F: 3 clusters Score -885939.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -885939.312500 Penalty: 4411.416504
	Iteration 141Q: 3 clusters Score -885939.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -885940.000000 Penalty: 4411.416504
	Iteration 142Q: 3 clusters Score -885940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -885940.125000 Penalty: 4411.416504
	Iteration 143Q: 3 clusters Score -885940.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -885941.250000 Penalty: 4411.416504
	Iteration 144Q: 3 clusters Score -885941.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -885942.750000 Penalty: 4411.416504
	Iteration 145Q: 3 clusters Score -885942.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -885946.250000 Penalty: 4411.416504
	Iteration 146Q: 3 clusters Score -885946.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -885947.187500 Penalty: 4411.416504
	Iteration 147Q: 3 clusters Score -885947.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -885948.500000 Penalty: 4411.416504
	Iteration 148Q: 3 clusters Score -885948.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -885950.125000 Penalty: 4411.416504
	Iteration 149Q: 3 clusters Score -885950.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -885954.812500 Penalty: 4411.416504
	Iteration 150Q: 3 clusters Score -885954.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -885958.187500 Penalty: 4411.416504
	Iteration 151Q: 3 clusters Score -885958.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -885960.500000 Penalty: 4411.416504
	Iteration 152Q: 3 clusters Score -885960.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -885964.125000 Penalty: 4411.416504
	Iteration 153Q: 3 clusters Score -885964.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -885966.125000 Penalty: 4411.416504
	Iteration 154Q: 3 clusters Score -885966.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -885969.562500 Penalty: 4411.416504
	Iteration 155Q: 3 clusters Score -885969.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -885976.812500 Penalty: 4411.416504
	Iteration 156Q: 3 clusters Score -885976.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -885983.312500 Penalty: 4411.416504
	Iteration 157Q: 3 clusters Score -885983.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -885987.937500 Penalty: 4411.416504
	Iteration 158Q: 3 clusters Score -885987.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -885990.812500 Penalty: 4411.416504
	Iteration 159Q: 3 clusters Score -885990.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -885991.500000 Penalty: 4411.416504
	Iteration 160F: 3 clusters Score -885991.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -885996.062500 Penalty: 4411.416504
	Iteration 161Q: 3 clusters Score -885996.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -886001.000000 Penalty: 4411.416504
	Iteration 162Q: 3 clusters Score -886001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -886000.250000 Penalty: 4411.416504
	Iteration 163Q: 3 clusters Score -886000.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -886003.437500 Penalty: 4411.416504
	Iteration 164Q: 3 clusters Score -886003.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -886007.187500 Penalty: 4411.416504
	Iteration 165Q: 3 clusters Score -886007.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -886012.625000 Penalty: 4411.416504
	Iteration 166Q: 3 clusters Score -886012.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -886019.750000 Penalty: 4411.416504
	Iteration 167Q: 3 clusters Score -886019.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -886027.000000 Penalty: 4411.416504
	Iteration 168Q: 3 clusters Score -886027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -886032.812500 Penalty: 4411.416504
	Iteration 169Q: 3 clusters Score -886032.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -886039.750000 Penalty: 4411.416504
	Iteration 170Q: 3 clusters Score -886039.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -886043.062500 Penalty: 4411.416504
	Iteration 171Q: 3 clusters Score -886043.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -886048.687500 Penalty: 4411.416504
	Iteration 172Q: 3 clusters Score -886048.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -886051.875000 Penalty: 4411.416504
	Iteration 173Q: 3 clusters Score -886051.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -886057.125000 Penalty: 4411.416504
	Iteration 174Q: 3 clusters Score -886057.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -886059.687500 Penalty: 4411.416504
	Iteration 175Q: 3 clusters Score -886059.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -886058.375000 Penalty: 4411.416504
	Iteration 176Q: 3 clusters Score -886058.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -886060.437500 Penalty: 4411.416504
	Iteration 177Q: 3 clusters Score -886060.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -886058.312500 Penalty: 4411.416504
	Iteration 178Q: 3 clusters Score -886058.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -886060.062500 Penalty: 4411.416504
	Iteration 179Q: 3 clusters Score -886060.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -886059.562500 Penalty: 4411.416504
	Iteration 180F: 3 clusters Score -886059.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -886060.125000 Penalty: 4411.416504
	Iteration 181Q: 3 clusters Score -886060.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -886061.437500 Penalty: 4411.416504
	Iteration 182Q: 3 clusters Score -886061.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -886061.250000 Penalty: 4411.416504
	Iteration 183Q: 3 clusters Score -886061.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -886061.375000 Penalty: 4411.416504
	Iteration 184Q: 3 clusters Score -886061.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -886063.312500 Penalty: 4411.416504
	Iteration 185Q: 3 clusters Score -886063.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -886064.875000 Penalty: 4411.416504
	Iteration 186Q: 3 clusters Score -886064.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -886066.062500 Penalty: 4411.416504
	Iteration 187Q: 3 clusters Score -886066.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -886068.500000 Penalty: 4411.416504
	Iteration 188Q: 3 clusters Score -886068.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -886075.250000 Penalty: 4411.416504
	Iteration 189Q: 3 clusters Score -886075.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -886082.062500 Penalty: 4411.416504
	Iteration 190Q: 3 clusters Score -886082.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -886090.500000 Penalty: 4411.416504
	Iteration 191Q: 3 clusters Score -886090.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -886097.250000 Penalty: 4411.416504
	Iteration 192Q: 3 clusters Score -886097.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -886102.437500 Penalty: 4411.416504
	Iteration 193Q: 3 clusters Score -886102.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -886107.500000 Penalty: 4411.416504
	Iteration 194Q: 3 clusters Score -886107.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -886118.375000 Penalty: 4411.416504
	Iteration 195Q: 3 clusters Score -886118.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -886129.062500 Penalty: 4411.416504
	Iteration 196Q: 3 clusters Score -886129.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -886138.437500 Penalty: 4411.416504
	Iteration 197Q: 3 clusters Score -886138.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -886148.562500 Penalty: 4411.416504
	Iteration 198Q: 3 clusters Score -886148.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -886159.937500 Penalty: 4411.416504
	Iteration 199Q: 3 clusters Score -886159.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -886167.812500 Penalty: 4411.416504
	Iteration 200F: 3 clusters Score -886167.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -886174.625000 Penalty: 4411.416504
	Iteration 201Q: 3 clusters Score -886174.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -886180.750000 Penalty: 4411.416504
	Iteration 202Q: 3 clusters Score -886180.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -886187.375000 Penalty: 4411.416504
	Iteration 203Q: 3 clusters Score -886187.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -886194.875000 Penalty: 4411.416504
	Iteration 204Q: 3 clusters Score -886194.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -886206.125000 Penalty: 4411.416504
	Iteration 205Q: 3 clusters Score -886206.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -886218.750000 Penalty: 4411.416504
	Iteration 206Q: 3 clusters Score -886218.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -886230.625000 Penalty: 4411.416504
	Iteration 207Q: 3 clusters Score -886230.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -886243.812500 Penalty: 4411.416504
	Iteration 208Q: 3 clusters Score -886243.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -886250.937500 Penalty: 4411.416504
	Iteration 209Q: 3 clusters Score -886250.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -886260.312500 Penalty: 4411.416504
	Iteration 210Q: 3 clusters Score -886260.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -886268.500000 Penalty: 4411.416504
	Iteration 211Q: 3 clusters Score -886268.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -886274.750000 Penalty: 4411.416504
	Iteration 212Q: 3 clusters Score -886274.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -886275.125000 Penalty: 4411.416504
	Iteration 213Q: 3 clusters Score -886275.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -886275.687500 Penalty: 4411.416504
	Iteration 214Q: 3 clusters Score -886275.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -886279.250000 Penalty: 4411.416504
	Iteration 215Q: 3 clusters Score -886279.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -886281.687500 Penalty: 4411.416504
	Iteration 216Q: 3 clusters Score -886281.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -886280.812500 Penalty: 4411.416504
	Iteration 217Q: 3 clusters Score -886280.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -886281.500000 Penalty: 4411.416504
	Iteration 218Q: 3 clusters Score -886281.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -886285.187500 Penalty: 4411.416504
	Iteration 219Q: 3 clusters Score -886285.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -886283.875000 Penalty: 4411.416504
	Iteration 220F: 3 clusters Score -886283.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -886285.812500 Penalty: 4411.416504
	Iteration 221Q: 3 clusters Score -886285.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -886287.375000 Penalty: 4411.416504
	Iteration 222Q: 3 clusters Score -886287.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -886287.812500 Penalty: 4411.416504
	Iteration 223Q: 3 clusters Score -886287.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -886287.250000 Penalty: 4411.416504
	Iteration 224Q: 3 clusters Score -886287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -886286.312500 Penalty: 4411.416504
	Iteration 225Q: 3 clusters Score -886286.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -886288.125000 Penalty: 4411.416504
	Iteration 226Q: 3 clusters Score -886288.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -886290.437500 Penalty: 4411.416504
	Iteration 227Q: 3 clusters Score -886290.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -886290.687500 Penalty: 4411.416504
	Iteration 228Q: 3 clusters Score -886290.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -886291.312500 Penalty: 4411.416504
	Iteration 229Q: 3 clusters Score -886291.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -886292.000000 Penalty: 4411.416504
	Iteration 230Q: 3 clusters Score -886292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -886293.312500 Penalty: 4411.416504
	Iteration 231Q: 3 clusters Score -886293.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -886296.937500 Penalty: 4411.416504
	Iteration 232Q: 3 clusters Score -886296.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -886297.750000 Penalty: 4411.416504
	Iteration 233Q: 3 clusters Score -886297.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -886300.250000 Penalty: 4411.416504
	Iteration 234Q: 3 clusters Score -886300.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -886302.000000 Penalty: 4411.416504
	Iteration 235Q: 3 clusters Score -886302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -886304.375000 Penalty: 4411.416504
	Iteration 236Q: 3 clusters Score -886304.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -886307.687500 Penalty: 4411.416504
	Iteration 237Q: 3 clusters Score -886307.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -886313.375000 Penalty: 4411.416504
	Iteration 238Q: 3 clusters Score -886313.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -886318.062500 Penalty: 4411.416504
	Iteration 239Q: 3 clusters Score -886318.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -886324.437500 Penalty: 4411.416504
	Iteration 240F: 3 clusters Score -886324.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -886333.312500 Penalty: 4411.416504
	Iteration 241Q: 3 clusters Score -886333.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -886345.062500 Penalty: 4411.416504
	Iteration 242Q: 3 clusters Score -886345.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -886362.625000 Penalty: 4411.416504
	Iteration 243Q: 3 clusters Score -886362.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -886375.187500 Penalty: 4411.416504
	Iteration 244Q: 3 clusters Score -886375.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -886387.687500 Penalty: 4411.416504
	Iteration 245Q: 3 clusters Score -886387.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -886397.250000 Penalty: 4411.416504
	Iteration 246Q: 3 clusters Score -886397.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -886400.375000 Penalty: 4411.416504
	Iteration 247Q: 3 clusters Score -886400.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -886402.812500 Penalty: 4411.416504
	Iteration 248Q: 3 clusters Score -886402.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -886405.250000 Penalty: 4411.416504
	Iteration 249Q: 3 clusters Score -886405.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -886407.375000 Penalty: 4411.416504
	Iteration 250Q: 3 clusters Score -886407.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -886411.375000 Penalty: 4411.416504
	Iteration 251Q: 3 clusters Score -886411.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -886415.312500 Penalty: 4411.416504
	Iteration 252Q: 3 clusters Score -886415.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -886420.000000 Penalty: 4411.416504
	Iteration 253Q: 3 clusters Score -886420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -886424.250000 Penalty: 4411.416504
	Iteration 254Q: 3 clusters Score -886424.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -886424.875000 Penalty: 4411.416504
	Iteration 255Q: 3 clusters Score -886424.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -886428.875000 Penalty: 4411.416504
	Iteration 256Q: 3 clusters Score -886428.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -886432.312500 Penalty: 4411.416504
	Iteration 257Q: 3 clusters Score -886432.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -886436.312500 Penalty: 4411.416504
	Iteration 258Q: 3 clusters Score -886436.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -886441.812500 Penalty: 4411.416504
	Iteration 259Q: 3 clusters Score -886441.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -886446.625000 Penalty: 4411.416504
	Iteration 260F: 3 clusters Score -886446.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -886450.437500 Penalty: 4411.416504
	Iteration 261Q: 3 clusters Score -886450.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -886453.812500 Penalty: 4411.416504
	Iteration 262Q: 3 clusters Score -886453.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -886455.375000 Penalty: 4411.416504
	Iteration 263Q: 3 clusters Score -886455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -886456.125000 Penalty: 4411.416504
	Iteration 264Q: 3 clusters Score -886456.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -886460.562500 Penalty: 4411.416504
	Iteration 265Q: 3 clusters Score -886460.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -886462.375000 Penalty: 4411.416504
	Iteration 266Q: 3 clusters Score -886462.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -886466.062500 Penalty: 4411.416504
	Iteration 267Q: 3 clusters Score -886466.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -886467.625000 Penalty: 4411.416504
	Iteration 268Q: 3 clusters Score -886467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -886470.125000 Penalty: 4411.416504
	Iteration 269Q: 3 clusters Score -886470.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -886471.375000 Penalty: 4411.416504
	Iteration 270Q: 3 clusters Score -886471.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -886470.812500 Penalty: 4411.416504
	Iteration 271Q: 3 clusters Score -886470.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -886471.062500 Penalty: 4411.416504
	Iteration 272Q: 3 clusters Score -886471.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -886471.062500 Penalty: 4411.416504
	Iteration 273F: 3 clusters Score -886471.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (9395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Entering Unmasked Estep 
Score: -1119683.250000 Penalty: 2268.687500
	Iteration 0F: 2 clusters Score -1119683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1112394.375000 Penalty: 4537.375000
	Iteration 0F: 3 clusters Score -1112394 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1114481.875000 Penalty: 4537.375000
	Iteration 1F: 3 clusters Score -1114482 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1114769.625000 Penalty: 4537.375000
	Iteration 2F: 3 clusters Score -1114770 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1114992.875000 Penalty: 4537.375000
	Iteration 3F: 3 clusters Score -1114993 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1115225.375000 Penalty: 4537.375000
	Iteration 4Q: 3 clusters Score -1115225 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1115481.750000 Penalty: 4537.375000
	Iteration 5Q: 3 clusters Score -1115482 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1115783.000000 Penalty: 4537.375000
	Iteration 6F: 3 clusters Score -1115783 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1116148.750000 Penalty: 4537.375000
	Iteration 7F: 3 clusters Score -1116149 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1116567.125000 Penalty: 4537.375000
	Iteration 8F: 3 clusters Score -1116567 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1116917.500000 Penalty: 4537.375000
	Iteration 9Q: 3 clusters Score -1116918 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1117201.500000 Penalty: 4537.375000
	Iteration 10Q: 3 clusters Score -1117202 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1117392.250000 Penalty: 4537.375000
	Iteration 11Q: 3 clusters Score -1117392 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1117534.250000 Penalty: 4537.375000
	Iteration 12Q: 3 clusters Score -1117534 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1117623.750000 Penalty: 4537.375000
	Iteration 13Q: 3 clusters Score -1117624 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1117684.500000 Penalty: 4537.375000
	Iteration 14Q: 3 clusters Score -1117684 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1117718.250000 Penalty: 4537.375000
	Iteration 15Q: 3 clusters Score -1117718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1117736.000000 Penalty: 4537.375000
	Iteration 16Q: 3 clusters Score -1117736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1117750.000000 Penalty: 4537.375000
	Iteration 17Q: 3 clusters Score -1117750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1117770.125000 Penalty: 4537.375000
	Iteration 18Q: 3 clusters Score -1117770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1117779.750000 Penalty: 4537.375000
	Iteration 19Q: 3 clusters Score -1117780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1117788.500000 Penalty: 4537.375000
	Iteration 20F: 3 clusters Score -1117788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1117789.500000 Penalty: 4537.375000
	Iteration 21Q: 3 clusters Score -1117790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1117796.250000 Penalty: 4537.375000
	Iteration 22Q: 3 clusters Score -1117796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1117796.875000 Penalty: 4537.375000
	Iteration 23Q: 3 clusters Score -1117797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1117797.125000 Penalty: 4537.375000
	Iteration 24Q: 3 clusters Score -1117797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1117797.750000 Penalty: 4537.375000
	Iteration 25Q: 3 clusters Score -1117798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1117799.000000 Penalty: 4537.375000
	Iteration 26Q: 3 clusters Score -1117799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1117798.625000 Penalty: 4537.375000
	Iteration 27Q: 3 clusters Score -1117799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1117798.375000 Penalty: 4537.375000
	Iteration 28Q: 3 clusters Score -1117798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1117799.625000 Penalty: 4537.375000
	Iteration 29Q: 3 clusters Score -1117800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1117799.625000 Penalty: 4537.375000
	Iteration 30F: 3 clusters Score -1117800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (31553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Entering Unmasked Estep 
Score: -3782398.500000 Penalty: 2569.136963
	Iteration 0F: 2 clusters Score -3782398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3760820.500000 Penalty: 5138.273926
	Iteration 0F: 3 clusters Score -3760820 nChanged 14365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -3768434.250000 Penalty: 5138.273926
	Iteration 1F: 3 clusters Score -3768434 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3769124.000000 Penalty: 5138.273926
	Iteration 2F: 3 clusters Score -3769124 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -3769914.250000 Penalty: 5138.273926
	Iteration 3F: 3 clusters Score -3769914 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -3770771.250000 Penalty: 5138.273926
	Iteration 4F: 3 clusters Score -3770771 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3771697.500000 Penalty: 5138.273926
	Iteration 5F: 3 clusters Score -3771698 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -3772615.250000 Penalty: 5138.273926
	Iteration 6F: 3 clusters Score -3772615 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3773429.000000 Penalty: 5138.273926
	Iteration 7F: 3 clusters Score -3773429 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -3774174.000000 Penalty: 5138.273926
	Iteration 8Q: 3 clusters Score -3774174 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -3774861.000000 Penalty: 5138.273926
	Iteration 9Q: 3 clusters Score -3774861 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -3775533.000000 Penalty: 5138.273926
	Iteration 10Q: 3 clusters Score -3775533 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -3776208.500000 Penalty: 5138.273926
	Iteration 11Q: 3 clusters Score -3776208 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -3776809.750000 Penalty: 5138.273926
	Iteration 12Q: 3 clusters Score -3776810 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -3777375.500000 Penalty: 5138.273926
	Iteration 13Q: 3 clusters Score -3777376 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3777933.750000 Penalty: 5138.273926
	Iteration 14Q: 3 clusters Score -3777934 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -3778408.750000 Penalty: 5138.273926
	Iteration 15Q: 3 clusters Score -3778409 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3778790.750000 Penalty: 5138.273926
	Iteration 16Q: 3 clusters Score -3778791 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3779105.500000 Penalty: 5138.273926
	Iteration 17Q: 3 clusters Score -3779106 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3779326.500000 Penalty: 5138.273926
	Iteration 18Q: 3 clusters Score -3779326 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -3779472.750000 Penalty: 5138.273926
	Iteration 19Q: 3 clusters Score -3779473 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -3779579.500000 Penalty: 5138.273926
	Iteration 20F: 3 clusters Score -3779580 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3779654.500000 Penalty: 5138.273926
	Iteration 21Q: 3 clusters Score -3779654 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -3779744.750000 Penalty: 5138.273926
	Iteration 22Q: 3 clusters Score -3779745 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3779815.250000 Penalty: 5138.273926
	Iteration 23Q: 3 clusters Score -3779815 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3779878.500000 Penalty: 5138.273926
	Iteration 24Q: 3 clusters Score -3779878 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3779945.250000 Penalty: 5138.273926
	Iteration 25Q: 3 clusters Score -3779945 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3780011.750000 Penalty: 5138.273926
	Iteration 26Q: 3 clusters Score -3780012 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3780084.000000 Penalty: 5138.273926
	Iteration 27Q: 3 clusters Score -3780084 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3780212.750000 Penalty: 5138.273926
	Iteration 28Q: 3 clusters Score -3780213 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3780344.500000 Penalty: 5138.273926
	Iteration 29Q: 3 clusters Score -3780344 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3780454.250000 Penalty: 5138.273926
	Iteration 30Q: 3 clusters Score -3780454 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -3780572.000000 Penalty: 5138.273926
	Iteration 31Q: 3 clusters Score -3780572 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3780659.000000 Penalty: 5138.273926
	Iteration 32Q: 3 clusters Score -3780659 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3780730.500000 Penalty: 5138.273926
	Iteration 33Q: 3 clusters Score -3780730 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3780804.500000 Penalty: 5138.273926
	Iteration 34Q: 3 clusters Score -3780804 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3780840.250000 Penalty: 5138.273926
	Iteration 35Q: 3 clusters Score -3780840 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3780898.250000 Penalty: 5138.273926
	Iteration 36Q: 3 clusters Score -3780898 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -3780954.250000 Penalty: 5138.273926
	Iteration 37Q: 3 clusters Score -3780954 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3780988.750000 Penalty: 5138.273926
	Iteration 38Q: 3 clusters Score -3780989 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3781030.750000 Penalty: 5138.273926
	Iteration 39Q: 3 clusters Score -3781031 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3781039.750000 Penalty: 5138.273926
	Iteration 40F: 3 clusters Score -3781040 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3781061.250000 Penalty: 5138.273926
	Iteration 41Q: 3 clusters Score -3781061 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3781087.250000 Penalty: 5138.273926
	Iteration 42Q: 3 clusters Score -3781087 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3781111.000000 Penalty: 5138.273926
	Iteration 43Q: 3 clusters Score -3781111 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3781131.500000 Penalty: 5138.273926
	Iteration 44Q: 3 clusters Score -3781132 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3781162.750000 Penalty: 5138.273926
	Iteration 45Q: 3 clusters Score -3781163 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3781194.500000 Penalty: 5138.273926
	Iteration 46Q: 3 clusters Score -3781194 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3781221.500000 Penalty: 5138.273926
	Iteration 47Q: 3 clusters Score -3781222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3781242.250000 Penalty: 5138.273926
	Iteration 48Q: 3 clusters Score -3781242 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -3781263.250000 Penalty: 5138.273926
	Iteration 49Q: 3 clusters Score -3781263 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3781281.000000 Penalty: 5138.273926
	Iteration 50Q: 3 clusters Score -3781281 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -3781280.750000 Penalty: 5138.273926
	Iteration 51Q: 3 clusters Score -3781281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3781298.750000 Penalty: 5138.273926
	Iteration 52Q: 3 clusters Score -3781299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3781296.250000 Penalty: 5138.273926
	Iteration 53Q: 3 clusters Score -3781296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3781293.750000 Penalty: 5138.273926
	Iteration 54Q: 3 clusters Score -3781294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3781296.750000 Penalty: 5138.273926
	Iteration 55Q: 3 clusters Score -3781297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3781295.000000 Penalty: 5138.273926
	Iteration 56Q: 3 clusters Score -3781295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -3781292.250000 Penalty: 5138.273926
	Iteration 57Q: 3 clusters Score -3781292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3781290.000000 Penalty: 5138.273926
	Iteration 58Q: 3 clusters Score -3781290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3781291.000000 Penalty: 5138.273926
	Iteration 59Q: 3 clusters Score -3781291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3781293.500000 Penalty: 5138.273926
	Iteration 60F: 3 clusters Score -3781294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3781301.250000 Penalty: 5138.273926
	Iteration 61Q: 3 clusters Score -3781301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3781300.000000 Penalty: 5138.273926
	Iteration 62Q: 3 clusters Score -3781300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3781297.750000 Penalty: 5138.273926
	Iteration 63Q: 3 clusters Score -3781298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3781294.750000 Penalty: 5138.273926
	Iteration 64Q: 3 clusters Score -3781295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3781297.750000 Penalty: 5138.273926
	Iteration 65Q: 3 clusters Score -3781298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3781297.750000 Penalty: 5138.273926
	Iteration 66Q: 3 clusters Score -3781298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3781296.750000 Penalty: 5138.273926
	Iteration 67Q: 3 clusters Score -3781297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3781295.500000 Penalty: 5138.273926
	Iteration 68Q: 3 clusters Score -3781296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3781289.750000 Penalty: 5138.273926
	Iteration 69Q: 3 clusters Score -3781290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3781295.000000 Penalty: 5138.273926
	Iteration 70Q: 3 clusters Score -3781295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3781296.750000 Penalty: 5138.273926
	Iteration 71Q: 3 clusters Score -3781297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3781296.750000 Penalty: 5138.273926
	Iteration 72F: 3 clusters Score -3781297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Entering Unmasked Estep 
Score: -798068.687500 Penalty: 2209.624268
	Iteration 0F: 2 clusters Score -798068.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -792147.187500 Penalty: 4419.248535
	Iteration 0F: 3 clusters Score -792147.2 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -794051.812500 Penalty: 4419.248535
	Iteration 1F: 3 clusters Score -794051.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -794567.687500 Penalty: 4419.248535
	Iteration 2F: 3 clusters Score -794567.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -795136.437500 Penalty: 4419.248535
	Iteration 3F: 3 clusters Score -795136.4 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -795751.937500 Penalty: 4419.248535
	Iteration 4F: 3 clusters Score -795751.9 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -796395.125000 Penalty: 4419.248535
	Iteration 5F: 3 clusters Score -796395.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -796919.500000 Penalty: 4419.248535
	Iteration 6F: 3 clusters Score -796919.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -797205.250000 Penalty: 4419.248535
	Iteration 7F: 3 clusters Score -797205.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -797376.312500 Penalty: 4419.248535
	Iteration 8Q: 3 clusters Score -797376.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -797489.875000 Penalty: 4419.248535
	Iteration 9Q: 3 clusters Score -797489.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -797544.062500 Penalty: 4419.248535
	Iteration 10Q: 3 clusters Score -797544.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -797567.250000 Penalty: 4419.248535
	Iteration 11Q: 3 clusters Score -797567.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -797583.125000 Penalty: 4419.248535
	Iteration 12Q: 3 clusters Score -797583.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -797590.437500 Penalty: 4419.248535
	Iteration 13Q: 3 clusters Score -797590.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -797593.500000 Penalty: 4419.248535
	Iteration 14Q: 3 clusters Score -797593.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -797599.000000 Penalty: 4419.248535
	Iteration 15Q: 3 clusters Score -797599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -797603.875000 Penalty: 4419.248535
	Iteration 16Q: 3 clusters Score -797603.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -797604.562500 Penalty: 4419.248535
	Iteration 17Q: 3 clusters Score -797604.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -797608.312500 Penalty: 4419.248535
	Iteration 18Q: 3 clusters Score -797608.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -797611.875000 Penalty: 4419.248535
	Iteration 19Q: 3 clusters Score -797611.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -797613.437500 Penalty: 4419.248535
	Iteration 20F: 3 clusters Score -797613.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -797617.500000 Penalty: 4419.248535
	Iteration 21Q: 3 clusters Score -797617.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -797618.125000 Penalty: 4419.248535
	Iteration 22Q: 3 clusters Score -797618.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -797618.687500 Penalty: 4419.248535
	Iteration 23Q: 3 clusters Score -797618.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -797618.750000 Penalty: 4419.248535
	Iteration 24Q: 3 clusters Score -797618.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -797619.375000 Penalty: 4419.248535
	Iteration 25Q: 3 clusters Score -797619.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -797620.250000 Penalty: 4419.248535
	Iteration 26Q: 3 clusters Score -797620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -797620.625000 Penalty: 4419.248535
	Iteration 27Q: 3 clusters Score -797620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -797621.125000 Penalty: 4419.248535
	Iteration 28Q: 3 clusters Score -797621.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -797620.562500 Penalty: 4419.248535
	Iteration 29Q: 3 clusters Score -797620.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -797620.687500 Penalty: 4419.248535
	Iteration 30Q: 3 clusters Score -797620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -797622.687500 Penalty: 4419.248535
	Iteration 31Q: 3 clusters Score -797622.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -797621.750000 Penalty: 4419.248535
	Iteration 32Q: 3 clusters Score -797621.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -797622.500000 Penalty: 4419.248535
	Iteration 33Q: 3 clusters Score -797622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -797622.500000 Penalty: 4419.248535
	Iteration 34F: 3 clusters Score -797622.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -91576.085938 Penalty: 1681.983643
	Iteration 0F: 2 clusters Score -91576.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -89849.789062 Penalty: 3363.967285
	Iteration 0F: 3 clusters Score -89849.79 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -90382.773438 Penalty: 3363.967285
	Iteration 1F: 3 clusters Score -90382.77 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -91076.843750 Penalty: 3363.967285
	Iteration 2F: 3 clusters Score -91076.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -91469.539062 Penalty: 3363.967285
	Iteration 3F: 3 clusters Score -91469.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -91583.953125 Penalty: 3363.967285
	Iteration 4F: 3 clusters Score -91583.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -91657.828125 Penalty: 3363.967285
	Iteration 5Q: 3 clusters Score -91657.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -91776.960938 Penalty: 3363.967285
	Iteration 6Q: 3 clusters Score -91776.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -91931.898438 Penalty: 3363.967285
	Iteration 7Q: 3 clusters Score -91931.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -92084.835938 Penalty: 3363.967285
	Iteration 8Q: 3 clusters Score -92084.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -92268.023438 Penalty: 3363.967285
	Iteration 9Q: 3 clusters Score -92268.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -92334.765625 Penalty: 3363.967285
	Iteration 10Q: 3 clusters Score -92334.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -92371.914062 Penalty: 3363.967285
	Iteration 11Q: 3 clusters Score -92371.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -92397.289062 Penalty: 3363.967285
	Iteration 12Q: 3 clusters Score -92397.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -92405.484375 Penalty: 3363.967285
	Iteration 13Q: 3 clusters Score -92405.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -92412.632812 Penalty: 3363.967285
	Iteration 14Q: 3 clusters Score -92412.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -92415.406250 Penalty: 3363.967285
	Iteration 15Q: 3 clusters Score -92415.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -92418.117188 Penalty: 3363.967285
	Iteration 16Q: 3 clusters Score -92418.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -92419.953125 Penalty: 3363.967285
	Iteration 17Q: 3 clusters Score -92419.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -92419.953125 Penalty: 3363.967285
	Iteration 18F: 3 clusters Score -92419.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263271 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11036 members 
Mstep: Class 4 contains 227827 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232840 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26208 members 
Mstep: Class 13 contains 183448 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20150 members 
Mstep: Class 18 contains 59243 members 
Mstep: Class 19 contains 45282 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3843 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2948 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7288 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31553 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 642 members 
Mstep: Class 32 contains 444 members 
Mstep: Class 33 contains 23775 members 
Mstep: Class 34 contains 240 members 
Entering Unmasked Estep 
Score: -148027488.000000 Penalty: 118343.976562
Splitting cluster 31 changes total score from -148028528.000000 to -148027488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -37377.996094 Penalty: 1511.764526
	Iteration 0F: 2 clusters Score -37378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36089.585938 Penalty: 3023.529053
	Iteration 0F: 3 clusters Score -36089.59 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36457.226562 Penalty: 3023.529053
	Iteration 1F: 3 clusters Score -36457.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36692.570312 Penalty: 3023.529053
	Iteration 2F: 3 clusters Score -36692.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36881.589844 Penalty: 3023.529053
	Iteration 3Q: 3 clusters Score -36881.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37014.816406 Penalty: 3023.529053
	Iteration 4Q: 3 clusters Score -37014.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37075.000000 Penalty: 3023.529053
	Iteration 5Q: 3 clusters Score -37075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37146.656250 Penalty: 3023.529053
	Iteration 6Q: 3 clusters Score -37146.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37200.433594 Penalty: 3023.529053
	Iteration 7Q: 3 clusters Score -37200.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37323.437500 Penalty: 3023.529053
	Iteration 8Q: 3 clusters Score -37323.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -37472.976562 Penalty: 3023.529053
	Iteration 9F: 3 clusters Score -37472.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -37555.046875 Penalty: 3023.529053
	Iteration 10Q: 3 clusters Score -37555.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -37679.703125 Penalty: 3023.529053
	Iteration 11Q: 3 clusters Score -37679.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -37731.085938 Penalty: 3023.529053
	Iteration 12Q: 3 clusters Score -37731.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37788.382812 Penalty: 3023.529053
	Iteration 13Q: 3 clusters Score -37788.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -37880.367188 Penalty: 3023.529053
	Iteration 14Q: 3 clusters Score -37880.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37967.046875 Penalty: 3023.529053
	Iteration 15Q: 3 clusters Score -37967.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -38011.667969 Penalty: 3023.529053
	Iteration 16Q: 3 clusters Score -38011.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -38138.988281 Penalty: 3023.529053
	Iteration 17Q: 3 clusters Score -38138.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38255.652344 Penalty: 3023.529053
	Iteration 18Q: 3 clusters Score -38255.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38256.898438 Penalty: 3023.529053
	Iteration 19F: 3 clusters Score -38256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38269.527344 Penalty: 3023.529053
	Iteration 20F: 3 clusters Score -38269.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 820 members 
Mstep: Class 1 contains 263271 members 
Mstep: Class 2 contains 2468 members 
Mstep: Class 3 contains 11036 members 
Mstep: Class 4 contains 227827 members 
Mstep: Class 5 contains 1439 members 
Mstep: Class 6 contains 3048 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 232840 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 26208 members 
Mstep: Class 13 contains 183448 members 
Mstep: Class 14 contains 469 members 
Mstep: Class 15 contains 53409 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 20150 members 
Mstep: Class 18 contains 59243 members 
Mstep: Class 19 contains 45282 members 
Mstep: Class 20 contains 1594 members 
Mstep: Class 21 contains 3843 members 
Mstep: Class 22 contains 1705 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 2948 members 
Mstep: Class 25 contains 891 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 7288 members 
Mstep: Class 28 contains 9395 members 
Mstep: Class 29 contains 31553 members 
Mstep: Class 30 contains 7404 members 
Mstep: Class 31 contains 882 members 
Mstep: Class 32 contains 197 members 
Mstep: Class 33 contains 23775 members 
Mstep: Class 34 contains 247 members 
Entering Unmasked Estep 
Score: -148027424.000000 Penalty: 118343.976562
Splitting cluster 32 changes total score from -148028528.000000 to -148027424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (23775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Entering Unmasked Estep 
Score: -2817348.250000 Penalty: 2498.944824
	Iteration 0F: 2 clusters Score -2817348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -2800876.250000 Penalty: 4997.889648
	Iteration 0F: 3 clusters Score -2800876 nChanged 10527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2806615.250000 Penalty: 4997.889648
	Iteration 1F: 3 clusters Score -2806615 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2807034.750000 Penalty: 4997.889648
	Iteration 2F: 3 clusters Score -2807035 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2807398.000000 Penalty: 4997.889648
	Iteration 3Q: 3 clusters Score -2807398 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2807746.250000 Penalty: 4997.889648
	Iteration 4Q: 3 clusters Score -2807746 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2808070.750000 Penalty: 4997.889648
	Iteration 5Q: 3 clusters Score -2808071 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2808517.750000 Penalty: 4997.889648
	Iteration 6Q: 3 clusters Score -2808518 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2809123.250000 Penalty: 4997.889648
	Iteration 7Q: 3 clusters Score -2809123 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2809990.500000 Penalty: 4997.889648
	Iteration 8F: 3 clusters Score -2809990 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2811009.250000 Penalty: 4997.889648
	Iteration 9F: 3 clusters Score -2811009 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2812135.000000 Penalty: 4997.889648
	Iteration 10F: 3 clusters Score -2812135 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2813291.250000 Penalty: 4997.889648
	Iteration 11F: 3 clusters Score -2813291 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2814255.250000 Penalty: 4997.889648
	Iteration 12Q: 3 clusters Score -2814255 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2814793.000000 Penalty: 4997.889648
	Iteration 13Q: 3 clusters Score -2814793 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2815039.000000 Penalty: 4997.889648
	Iteration 14Q: 3 clusters Score -2815039 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2815180.500000 Penalty: 4997.889648
	Iteration 15Q: 3 clusters Score -2815180 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2815250.000000 Penalty: 4997.889648
	Iteration 16Q: 3 clusters Score -2815250 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2815282.500000 Penalty: 4997.889648
	Iteration 17Q: 3 clusters Score -2815282 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2815297.750000 Penalty: 4997.889648
	Iteration 18Q: 3 clusters Score -2815298 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2815327.000000 Penalty: 4997.889648
	Iteration 19Q: 3 clusters Score -2815327 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2815347.000000 Penalty: 4997.889648
	Iteration 20F: 3 clusters Score -2815347 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2815358.250000 Penalty: 4997.889648
	Iteration 21Q: 3 clusters Score -2815358 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2815368.500000 Penalty: 4997.889648
	Iteration 22Q: 3 clusters Score -2815368 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2815379.500000 Penalty: 4997.889648
	Iteration 23Q: 3 clusters Score -2815380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -2815384.250000 Penalty: 4997.889648
	Iteration 24Q: 3 clusters Score -2815384 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2815388.000000 Penalty: 4997.889648
	Iteration 25Q: 3 clusters Score -2815388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2815394.500000 Penalty: 4997.889648
	Iteration 26Q: 3 clusters Score -2815394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2815409.750000 Penalty: 4997.889648
	Iteration 27Q: 3 clusters Score -2815410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2815416.000000 Penalty: 4997.889648
	Iteration 28Q: 3 clusters Score -2815416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2815420.000000 Penalty: 4997.889648
	Iteration 29Q: 3 clusters Score -2815420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2815424.250000 Penalty: 4997.889648
	Iteration 30Q: 3 clusters Score -2815424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2815427.000000 Penalty: 4997.889648
	Iteration 31Q: 3 clusters Score -2815427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2815434.000000 Penalty: 4997.889648
	Iteration 32Q: 3 clusters Score -2815434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2815437.250000 Penalty: 4997.889648
	Iteration 33Q: 3 clusters Score -2815437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2815447.750000 Penalty: 4997.889648
	Iteration 34Q: 3 clusters Score -2815448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2815454.000000 Penalty: 4997.889648
	Iteration 35Q: 3 clusters Score -2815454 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2815462.250000 Penalty: 4997.889648
	Iteration 36Q: 3 clusters Score -2815462 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2815477.500000 Penalty: 4997.889648
	Iteration 37Q: 3 clusters Score -2815478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2815494.000000 Penalty: 4997.889648
	Iteration 38Q: 3 clusters Score -2815494 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2815518.000000 Penalty: 4997.889648
	Iteration 39Q: 3 clusters Score -2815518 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2815529.500000 Penalty: 4997.889648
	Iteration 40F: 3 clusters Score -2815530 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2815573.250000 Penalty: 4997.889648
	Iteration 41Q: 3 clusters Score -2815573 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2815618.750000 Penalty: 4997.889648
	Iteration 42Q: 3 clusters Score -2815619 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2815644.500000 Penalty: 4997.889648
	Iteration 43Q: 3 clusters Score -2815644 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2815711.250000 Penalty: 4997.889648
	Iteration 44Q: 3 clusters Score -2815711 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2815818.500000 Penalty: 4997.889648
	Iteration 45Q: 3 clusters Score -2815818 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2815912.750000 Penalty: 4997.889648
	Iteration 46Q: 3 clusters Score -2815913 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2816000.500000 Penalty: 4997.889648
	Iteration 47Q: 3 clusters Score -2816000 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2816110.500000 Penalty: 4997.889648
	Iteration 48Q: 3 clusters Score -2816110 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2816202.750000 Penalty: 4997.889648
	Iteration 49Q: 3 clusters Score -2816203 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2816252.000000 Penalty: 4997.889648
	Iteration 50Q: 3 clusters Score -2816252 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2816311.250000 Penalty: 4997.889648
	Iteration 51Q: 3 clusters Score -2816311 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2816353.750000 Penalty: 4997.889648
	Iteration 52Q: 3 clusters Score -2816354 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2816376.750000 Penalty: 4997.889648
	Iteration 53Q: 3 clusters Score -2816377 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -2816395.250000 Penalty: 4997.889648
	Iteration 54Q: 3 clusters Score -2816395 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2816408.000000 Penalty: 4997.889648
	Iteration 55Q: 3 clusters Score -2816408 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2816416.500000 Penalty: 4997.889648
	Iteration 56Q: 3 clusters Score -2816416 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2816439.500000 Penalty: 4997.889648
	Iteration 57Q: 3 clusters Score -2816440 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2816458.250000 Penalty: 4997.889648
	Iteration 58Q: 3 clusters Score -2816458 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2816459.750000 Penalty: 4997.889648
	Iteration 59Q: 3 clusters Score -2816460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2816467.750000 Penalty: 4997.889648
	Iteration 60F: 3 clusters Score -2816468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2816473.500000 Penalty: 4997.889648
	Iteration 61Q: 3 clusters Score -2816474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2816480.500000 Penalty: 4997.889648
	Iteration 62Q: 3 clusters Score -2816480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2816479.750000 Penalty: 4997.889648
	Iteration 63Q: 3 clusters Score -2816480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2816479.000000 Penalty: 4997.889648
	Iteration 64Q: 3 clusters Score -2816479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2816483.000000 Penalty: 4997.889648
	Iteration 65Q: 3 clusters Score -2816483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2816487.500000 Penalty: 4997.889648
	Iteration 66Q: 3 clusters Score -2816488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2816492.500000 Penalty: 4997.889648
	Iteration 67Q: 3 clusters Score -2816492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2816497.000000 Penalty: 4997.889648
	Iteration 68Q: 3 clusters Score -2816497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -2816495.250000 Penalty: 4997.889648
	Iteration 69Q: 3 clusters Score -2816495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2816498.250000 Penalty: 4997.889648
	Iteration 70Q: 3 clusters Score -2816498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2816497.250000 Penalty: 4997.889648
	Iteration 71Q: 3 clusters Score -2816497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2816501.000000 Penalty: 4997.889648
	Iteration 72Q: 3 clusters Score -2816501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2816500.250000 Penalty: 4997.889648
	Iteration 73Q: 3 clusters Score -2816500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2816497.250000 Penalty: 4997.889648
	Iteration 74Q: 3 clusters Score -2816497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2816496.250000 Penalty: 4997.889648
	Iteration 75Q: 3 clusters Score -2816496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2816498.250000 Penalty: 4997.889648
	Iteration 76Q: 3 clusters Score -2816498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2816495.500000 Penalty: 4997.889648
	Iteration 77Q: 3 clusters Score -2816496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2816494.750000 Penalty: 4997.889648
	Iteration 78Q: 3 clusters Score -2816495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2816495.750000 Penalty: 4997.889648
	Iteration 79Q: 3 clusters Score -2816496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2816495.750000 Penalty: 4997.889648
	Iteration 80F: 3 clusters Score -2816496 nChanged 0
--- Evaluating fit on full set of 3736704 points ---
Entering Unmasked Estep 
Score: -452945408.000000 Penalty: 123854.320312
21->34 Clusters: Score -452945408.000000, best is -453070560.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1245568 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Mstep: Class 2 contains 59397 members 
Mstep: Class 3 contains 59039 members 
Mstep: Class 4 contains 59277 members 
Mstep: Class 5 contains 59360 members 
Mstep: Class 6 contains 59110 members 
Mstep: Class 7 contains 59617 members 
Mstep: Class 8 contains 59521 members 
Mstep: Class 9 contains 58886 members 
Mstep: Class 10 contains 59754 members 
Mstep: Class 11 contains 59435 members 
Mstep: Class 12 contains 59427 members 
Mstep: Class 13 contains 59108 members 
Mstep: Class 14 contains 59356 members 
Mstep: Class 15 contains 59094 members 
Mstep: Class 16 contains 59610 members 
Mstep: Class 17 contains 59261 members 
Mstep: Class 18 contains 59473 members 
Mstep: Class 19 contains 58998 members 
Mstep: Class 20 contains 59066 members 
Mstep: Class 21 contains 59668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 86.959137 but Gain 3480.710938
Score: -137688720.000000 Penalty: 69614.101562
Iteration 0F: 21 clusters Score -1.376887e+08 nChanged 1184817
Entering Unmasked Mstep 
Mstep: Class 0 contains 3307 members 
Mstep: Class 1 contains 227025 members 
Mstep: Class 2 contains 28168 members 
Mstep: Class 3 contains 1165 members 
Mstep: Class 4 contains 3658 members 
Mstep: Class 5 contains 11403 members 
Mstep: Class 6 contains 6726 members 
Mstep: Class 7 contains 1652 members 
Mstep: Class 8 contains 49708 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 67830 members 
Mstep: Class 11 contains 2090 members 
Mstep: Class 12 contains 15256 members 
Mstep: Class 13 contains 636 members 
Mstep: Class 14 contains 57359 members 
Mstep: Class 15 contains 80478 members 
Mstep: Class 16 contains 20230 members 
Mstep: Class 17 contains 9871 members 
Mstep: Class 19 contains 23234 members 
Mstep: Class 20 contains 245627 members 
Mstep: Class 21 contains 388815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 988.853333 but Gain 3480.703125
Score: -145079616.000000 Penalty: 66133.398438
Iteration 1F: 20 clusters Score -1.450796e+08 nChanged 445473
Entering Unmasked Mstep 
Mstep: Class 0 contains 3160 members 
Mstep: Class 1 contains 315348 members 
Mstep: Class 2 contains 24136 members 
Mstep: Class 3 contains 6758 members 
Mstep: Class 4 contains 3133 members 
Mstep: Class 5 contains 7071 members 
Mstep: Class 6 contains 5103 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 34803 members 
Mstep: Class 9 contains 3586 members 
Mstep: Class 10 contains 58424 members 
Mstep: Class 12 contains 10717 members 
Mstep: Class 13 contains 1027 members 
Mstep: Class 14 contains 40002 members 
Mstep: Class 15 contains 48434 members 
Mstep: Class 16 contains 9463 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 19 contains 22924 members 
Mstep: Class 20 contains 242033 members 
Mstep: Class 21 contains 399660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146069280.000000 Penalty: 66133.398438
Iteration 2F: 20 clusters Score -1.460693e+08 nChanged 297048
Entering Unmasked Mstep 
Mstep: Class 0 contains 2694 members 
Mstep: Class 1 contains 373991 members 
Mstep: Class 2 contains 23122 members 
Mstep: Class 3 contains 9985 members 
Mstep: Class 4 contains 2648 members 
Mstep: Class 5 contains 9053 members 
Mstep: Class 6 contains 4765 members 
Mstep: Class 7 contains 5663 members 
Mstep: Class 8 contains 47570 members 
Mstep: Class 9 contains 2313 members 
Mstep: Class 10 contains 80811 members 
Mstep: Class 12 contains 10405 members 
Mstep: Class 13 contains 1482 members 
Mstep: Class 14 contains 31360 members 
Mstep: Class 15 contains 39201 members 
Mstep: Class 16 contains 7068 members 
Mstep: Class 17 contains 3708 members 
Mstep: Class 19 contains 28077 members 
Mstep: Class 20 contains 245944 members 
Mstep: Class 21 contains 315708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146593424.000000 Penalty: 66133.398438
Iteration 3F: 20 clusters Score -1.465934e+08 nChanged 254207
Entering Unmasked Mstep 
Mstep: Class 0 contains 2207 members 
Mstep: Class 1 contains 341008 members 
Mstep: Class 2 contains 28644 members 
Mstep: Class 3 contains 12699 members 
Mstep: Class 4 contains 2381 members 
Mstep: Class 5 contains 17255 members 
Mstep: Class 6 contains 3875 members 
Mstep: Class 7 contains 5929 members 
Mstep: Class 8 contains 61316 members 
Mstep: Class 9 contains 1876 members 
Mstep: Class 10 contains 101898 members 
Mstep: Class 12 contains 9836 members 
Mstep: Class 13 contains 1814 members 
Mstep: Class 14 contains 30668 members 
Mstep: Class 15 contains 29091 members 
Mstep: Class 16 contains 6333 members 
Mstep: Class 17 contains 2500 members 
Mstep: Class 19 contains 31422 members 
Mstep: Class 20 contains 270429 members 
Mstep: Class 21 contains 284387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147001760.000000 Penalty: 66133.398438
Iteration 4F: 20 clusters Score -1.470018e+08 nChanged 190408
Entering Unmasked Mstep 
Mstep: Class 0 contains 2000 members 
Mstep: Class 1 contains 313210 members 
Mstep: Class 2 contains 38311 members 
Mstep: Class 3 contains 15121 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 24160 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 6053 members 
Mstep: Class 8 contains 68362 members 
Mstep: Class 9 contains 1839 members 
Mstep: Class 10 contains 112724 members 
Mstep: Class 12 contains 9144 members 
Mstep: Class 13 contains 1885 members 
Mstep: Class 14 contains 29789 members 
Mstep: Class 15 contains 19554 members 
Mstep: Class 16 contains 5800 members 
Mstep: Class 17 contains 1669 members 
Mstep: Class 19 contains 35566 members 
Mstep: Class 20 contains 299588 members 
Mstep: Class 21 contains 255385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147250384.000000 Penalty: 66133.398438
Iteration 5F: 20 clusters Score -1.472504e+08 nChanged 157176
Entering Unmasked Mstep 
Mstep: Class 0 contains 1663 members 
Mstep: Class 1 contains 290483 members 
Mstep: Class 2 contains 47926 members 
Mstep: Class 3 contains 16794 members 
Mstep: Class 4 contains 2299 members 
Mstep: Class 5 contains 28749 members 
Mstep: Class 6 contains 3074 members 
Mstep: Class 7 contains 6105 members 
Mstep: Class 8 contains 69787 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 116234 members 
Mstep: Class 12 contains 8723 members 
Mstep: Class 13 contains 1889 members 
Mstep: Class 14 contains 27345 members 
Mstep: Class 15 contains 14432 members 
Mstep: Class 16 contains 5487 members 
Mstep: Class 17 contains 1746 members 
Mstep: Class 19 contains 39845 members 
Mstep: Class 20 contains 335526 members 
Mstep: Class 21 contains 225567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147437712.000000 Penalty: 66133.398438
Iteration 6F: 20 clusters Score -1.474377e+08 nChanged 140255
Entering Unmasked Mstep 
Mstep: Class 0 contains 1000 members 
Mstep: Class 1 contains 268839 members 
Mstep: Class 2 contains 55980 members 
Mstep: Class 3 contains 17464 members 
Mstep: Class 4 contains 2636 members 
Mstep: Class 5 contains 31909 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 6107 members 
Mstep: Class 8 contains 68598 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 116590 members 
Mstep: Class 12 contains 8768 members 
Mstep: Class 13 contains 1843 members 
Mstep: Class 14 contains 24869 members 
Mstep: Class 15 contains 13108 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 2189 members 
Mstep: Class 19 contains 44089 members 
Mstep: Class 20 contains 371056 members 
Mstep: Class 21 contains 199814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147511408.000000 Penalty: 66133.398438
Iteration 7F: 20 clusters Score -1.475114e+08 nChanged 111209
Entering Unmasked Mstep 
Mstep: Class 0 contains 962 members 
Mstep: Class 1 contains 257146 members 
Mstep: Class 2 contains 62807 members 
Mstep: Class 3 contains 17019 members 
Mstep: Class 4 contains 3291 members 
Mstep: Class 5 contains 34272 members 
Mstep: Class 6 contains 3505 members 
Mstep: Class 7 contains 6095 members 
Mstep: Class 8 contains 66676 members 
Mstep: Class 9 contains 2060 members 
Mstep: Class 10 contains 116259 members 
Mstep: Class 12 contains 9153 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 23470 members 
Mstep: Class 15 contains 13881 members 
Mstep: Class 16 contains 5463 members 
Mstep: Class 17 contains 2199 members 
Mstep: Class 19 contains 48633 members 
Mstep: Class 20 contains 384196 members 
Mstep: Class 21 contains 186685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147548608.000000 Penalty: 66133.398438
Iteration 8F: 20 clusters Score -1.475486e+08 nChanged 81288
Entering Unmasked Mstep 
Mstep: Class 0 contains 943 members 
Mstep: Class 1 contains 252910 members 
Mstep: Class 2 contains 68750 members 
Mstep: Class 3 contains 16172 members 
Mstep: Class 4 contains 4021 members 
Mstep: Class 5 contains 36259 members 
Mstep: Class 6 contains 3743 members 
Mstep: Class 7 contains 6091 members 
Mstep: Class 8 contains 64696 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 115223 members 
Mstep: Class 12 contains 9779 members 
Mstep: Class 13 contains 1858 members 
Mstep: Class 14 contains 23199 members 
Mstep: Class 15 contains 14777 members 
Mstep: Class 16 contains 5492 members 
Mstep: Class 17 contains 2204 members 
Mstep: Class 19 contains 53176 members 
Mstep: Class 20 contains 384417 members 
Mstep: Class 21 contains 179793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147581568.000000 Penalty: 66133.398438
Iteration 9F: 20 clusters Score -1.475816e+08 nChanged 62970
Entering Unmasked Mstep 
Mstep: Class 0 contains 925 members 
Mstep: Class 1 contains 251005 members 
Mstep: Class 2 contains 73793 members 
Mstep: Class 3 contains 15520 members 
Mstep: Class 4 contains 4708 members 
Mstep: Class 5 contains 38081 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 6066 members 
Mstep: Class 8 contains 63337 members 
Mstep: Class 9 contains 2072 members 
Mstep: Class 10 contains 113558 members 
Mstep: Class 12 contains 10844 members 
Mstep: Class 13 contains 1936 members 
Mstep: Class 14 contains 23597 members 
Mstep: Class 15 contains 15095 members 
Mstep: Class 16 contains 5457 members 
Mstep: Class 17 contains 2205 members 
Mstep: Class 19 contains 57365 members 
Mstep: Class 20 contains 380862 members 
Mstep: Class 21 contains 175216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147609856.000000 Penalty: 66133.398438
Iteration 10F: 20 clusters Score -1.476099e+08 nChanged 51758
Entering Unmasked Mstep 
Mstep: Class 0 contains 899 members 
Mstep: Class 1 contains 249921 members 
Mstep: Class 2 contains 78108 members 
Mstep: Class 3 contains 15058 members 
Mstep: Class 4 contains 5499 members 
Mstep: Class 5 contains 39923 members 
Mstep: Class 6 contains 4136 members 
Mstep: Class 7 contains 6044 members 
Mstep: Class 8 contains 62543 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 111567 members 
Mstep: Class 12 contains 12108 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 24292 members 
Mstep: Class 15 contains 15128 members 
Mstep: Class 16 contains 5376 members 
Mstep: Class 17 contains 2209 members 
Mstep: Class 19 contains 60953 members 
Mstep: Class 20 contains 375984 members 
Mstep: Class 21 contains 171892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147630032.000000 Penalty: 66133.398438
Iteration 11Q: 20 clusters Score -1.4763e+08 nChanged 43691
Entering Unmasked Mstep 
Mstep: Class 0 contains 896 members 
Mstep: Class 1 contains 249159 members 
Mstep: Class 2 contains 81874 members 
Mstep: Class 3 contains 14600 members 
Mstep: Class 4 contains 6046 members 
Mstep: Class 5 contains 41729 members 
Mstep: Class 6 contains 4348 members 
Mstep: Class 7 contains 6019 members 
Mstep: Class 8 contains 62021 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 109351 members 
Mstep: Class 12 contains 13410 members 
Mstep: Class 13 contains 1737 members 
Mstep: Class 14 contains 25162 members 
Mstep: Class 15 contains 15257 members 
Mstep: Class 16 contains 5283 members 
Mstep: Class 17 contains 2198 members 
Mstep: Class 19 contains 64030 members 
Mstep: Class 20 contains 370726 members 
Mstep: Class 21 contains 169645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147646016.000000 Penalty: 66133.398438
Iteration 12Q: 20 clusters Score -1.47646e+08 nChanged 37598
Entering Unmasked Mstep 
Mstep: Class 0 contains 896 members 
Mstep: Class 1 contains 248446 members 
Mstep: Class 2 contains 85169 members 
Mstep: Class 3 contains 14064 members 
Mstep: Class 4 contains 6362 members 
Mstep: Class 5 contains 43712 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 5979 members 
Mstep: Class 8 contains 61596 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 107112 members 
Mstep: Class 12 contains 14690 members 
Mstep: Class 13 contains 1667 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 15560 members 
Mstep: Class 16 contains 5193 members 
Mstep: Class 17 contains 2167 members 
Mstep: Class 19 contains 66687 members 
Mstep: Class 20 contains 365320 members 
Mstep: Class 21 contains 168137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147661456.000000 Penalty: 66133.398438
Iteration 13Q: 20 clusters Score -1.476615e+08 nChanged 34030
Entering Unmasked Mstep 
Mstep: Class 0 contains 896 members 
Mstep: Class 1 contains 247520 members 
Mstep: Class 2 contains 87925 members 
Mstep: Class 3 contains 13577 members 
Mstep: Class 4 contains 6503 members 
Mstep: Class 5 contains 45665 members 
Mstep: Class 6 contains 4824 members 
Mstep: Class 7 contains 5962 members 
Mstep: Class 8 contains 61199 members 
Mstep: Class 9 contains 2071 members 
Mstep: Class 10 contains 104877 members 
Mstep: Class 12 contains 15848 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 27290 members 
Mstep: Class 15 contains 15967 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 1966 members 
Mstep: Class 19 contains 69097 members 
Mstep: Class 20 contains 360277 members 
Mstep: Class 21 contains 167199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147675984.000000 Penalty: 66133.398438
Iteration 14Q: 20 clusters Score -1.47676e+08 nChanged 32396
Entering Unmasked Mstep 
Mstep: Class 0 contains 896 members 
Mstep: Class 1 contains 246411 members 
Mstep: Class 2 contains 90283 members 
Mstep: Class 3 contains 13149 members 
Mstep: Class 4 contains 6570 members 
Mstep: Class 5 contains 47837 members 
Mstep: Class 6 contains 5081 members 
Mstep: Class 7 contains 5941 members 
Mstep: Class 8 contains 60790 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 102594 members 
Mstep: Class 12 contains 16890 members 
Mstep: Class 13 contains 1887 members 
Mstep: Class 14 contains 28507 members 
Mstep: Class 15 contains 16463 members 
Mstep: Class 16 contains 5051 members 
Mstep: Class 17 contains 1867 members 
Mstep: Class 19 contains 71229 members 
Mstep: Class 20 contains 355007 members 
Mstep: Class 21 contains 167048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147692928.000000 Penalty: 66133.398438
Iteration 15Q: 20 clusters Score -1.476929e+08 nChanged 31626
Entering Unmasked Mstep 
Mstep: Class 0 contains 895 members 
Mstep: Class 1 contains 245185 members 
Mstep: Class 2 contains 92213 members 
Mstep: Class 3 contains 12773 members 
Mstep: Class 4 contains 6590 members 
Mstep: Class 5 contains 50360 members 
Mstep: Class 6 contains 5282 members 
Mstep: Class 7 contains 5926 members 
Mstep: Class 8 contains 60330 members 
Mstep: Class 9 contains 2066 members 
Mstep: Class 10 contains 100256 members 
Mstep: Class 12 contains 17865 members 
Mstep: Class 13 contains 1963 members 
Mstep: Class 14 contains 29832 members 
Mstep: Class 15 contains 17021 members 
Mstep: Class 16 contains 4984 members 
Mstep: Class 17 contains 1803 members 
Mstep: Class 19 contains 73248 members 
Mstep: Class 20 contains 349894 members 
Mstep: Class 21 contains 167082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147712656.000000 Penalty: 66133.398438
Iteration 16Q: 20 clusters Score -1.477127e+08 nChanged 31963
Entering Unmasked Mstep 
Mstep: Class 0 contains 895 members 
Mstep: Class 1 contains 244073 members 
Mstep: Class 2 contains 93755 members 
Mstep: Class 3 contains 12508 members 
Mstep: Class 4 contains 6611 members 
Mstep: Class 5 contains 53748 members 
Mstep: Class 6 contains 5466 members 
Mstep: Class 7 contains 5922 members 
Mstep: Class 8 contains 59839 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 97656 members 
Mstep: Class 12 contains 18776 members 
Mstep: Class 13 contains 2055 members 
Mstep: Class 14 contains 31119 members 
Mstep: Class 15 contains 17594 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1765 members 
Mstep: Class 19 contains 75406 members 
Mstep: Class 20 contains 344296 members 
Mstep: Class 21 contains 167088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147737824.000000 Penalty: 66133.398438
Iteration 17Q: 20 clusters Score -1.477378e+08 nChanged 32902
Entering Unmasked Mstep 
Mstep: Class 0 contains 895 members 
Mstep: Class 1 contains 242900 members 
Mstep: Class 2 contains 94841 members 
Mstep: Class 3 contains 12317 members 
Mstep: Class 4 contains 6617 members 
Mstep: Class 5 contains 58720 members 
Mstep: Class 6 contains 5621 members 
Mstep: Class 7 contains 5920 members 
Mstep: Class 8 contains 59422 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 12 contains 19618 members 
Mstep: Class 13 contains 2102 members 
Mstep: Class 14 contains 32233 members 
Mstep: Class 15 contains 18132 members 
Mstep: Class 16 contains 4905 members 
Mstep: Class 17 contains 1737 members 
Mstep: Class 19 contains 77278 members 
Mstep: Class 20 contains 337047 members 
Mstep: Class 21 contains 168415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147777104.000000 Penalty: 66133.398438
Iteration 18Q: 20 clusters Score -1.477771e+08 nChanged 33309
Entering Unmasked Mstep 
Mstep: Class 0 contains 895 members 
Mstep: Class 1 contains 241117 members 
Mstep: Class 2 contains 95326 members 
Mstep: Class 3 contains 12170 members 
Mstep: Class 4 contains 6654 members 
Mstep: Class 5 contains 63439 members 
Mstep: Class 6 contains 5807 members 
Mstep: Class 7 contains 5920 members 
Mstep: Class 8 contains 59084 members 
Mstep: Class 9 contains 2066 members 
Mstep: Class 10 contains 91663 members 
Mstep: Class 12 contains 20391 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 32999 members 
Mstep: Class 15 contains 18585 members 
Mstep: Class 16 contains 4949 members 
Mstep: Class 17 contains 1723 members 
Mstep: Class 19 contains 78336 members 
Mstep: Class 20 contains 327115 members 
Mstep: Class 21 contains 175206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147816608.000000 Penalty: 66133.398438
Iteration 19Q: 20 clusters Score -1.478166e+08 nChanged 32658
Entering Unmasked Mstep 
Mstep: Class 0 contains 895 members 
Mstep: Class 1 contains 238552 members 
Mstep: Class 2 contains 95254 members 
Mstep: Class 3 contains 12067 members 
Mstep: Class 4 contains 6677 members 
Mstep: Class 5 contains 65797 members 
Mstep: Class 6 contains 6008 members 
Mstep: Class 7 contains 5934 members 
Mstep: Class 8 contains 58745 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 88429 members 
Mstep: Class 12 contains 21063 members 
Mstep: Class 13 contains 2141 members 
Mstep: Class 14 contains 33364 members 
Mstep: Class 15 contains 18952 members 
Mstep: Class 16 contains 5040 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 19 contains 78785 members 
Mstep: Class 20 contains 315780 members 
Mstep: Class 21 contains 188310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147847024.000000 Penalty: 66133.398438
Iteration 20F: 20 clusters Score -1.47847e+08 nChanged 31152
Entering Unmasked Mstep 
Mstep: Class 0 contains 875 members 
Mstep: Class 1 contains 235411 members 
Mstep: Class 2 contains 94776 members 
Mstep: Class 3 contains 11683 members 
Mstep: Class 4 contains 6718 members 
Mstep: Class 5 contains 66573 members 
Mstep: Class 6 contains 6184 members 
Mstep: Class 7 contains 5943 members 
Mstep: Class 8 contains 58471 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 85210 members 
Mstep: Class 12 contains 21741 members 
Mstep: Class 13 contains 2857 members 
Mstep: Class 14 contains 33257 members 
Mstep: Class 15 contains 19503 members 
Mstep: Class 16 contains 5129 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 19 contains 78892 members 
Mstep: Class 20 contains 305907 members 
Mstep: Class 21 contains 203255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147866608.000000 Penalty: 66133.398438
Iteration 21Q: 20 clusters Score -1.478666e+08 nChanged 27779
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 232399 members 
Mstep: Class 2 contains 94198 members 
Mstep: Class 3 contains 11458 members 
Mstep: Class 4 contains 6741 members 
Mstep: Class 5 contains 66827 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 7 contains 5949 members 
Mstep: Class 8 contains 58182 members 
Mstep: Class 9 contains 2072 members 
Mstep: Class 10 contains 82002 members 
Mstep: Class 12 contains 22327 members 
Mstep: Class 13 contains 2990 members 
Mstep: Class 14 contains 32979 members 
Mstep: Class 15 contains 19920 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 1095 members 
Mstep: Class 19 contains 79013 members 
Mstep: Class 20 contains 296316 members 
Mstep: Class 21 contains 218758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147877536.000000 Penalty: 66133.398438
Iteration 22Q: 20 clusters Score -1.478775e+08 nChanged 26971
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 229676 members 
Mstep: Class 2 contains 93702 members 
Mstep: Class 3 contains 11306 members 
Mstep: Class 4 contains 6745 members 
Mstep: Class 5 contains 66900 members 
Mstep: Class 6 contains 6312 members 
Mstep: Class 7 contains 5951 members 
Mstep: Class 8 contains 57924 members 
Mstep: Class 9 contains 2074 members 
Mstep: Class 10 contains 79160 members 
Mstep: Class 12 contains 22761 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 32509 members 
Mstep: Class 15 contains 20193 members 
Mstep: Class 16 contains 5272 members 
Mstep: Class 17 contains 1088 members 
Mstep: Class 19 contains 79240 members 
Mstep: Class 20 contains 285013 members 
Mstep: Class 21 contains 235813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147888512.000000 Penalty: 66133.398438
Iteration 23Q: 20 clusters Score -1.478885e+08 nChanged 27803
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 226290 members 
Mstep: Class 2 contains 93130 members 
Mstep: Class 3 contains 11201 members 
Mstep: Class 4 contains 6742 members 
Mstep: Class 5 contains 66926 members 
Mstep: Class 6 contains 6336 members 
Mstep: Class 7 contains 5951 members 
Mstep: Class 8 contains 57712 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 76637 members 
Mstep: Class 12 contains 23110 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 31288 members 
Mstep: Class 15 contains 20399 members 
Mstep: Class 16 contains 5341 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 19 contains 79612 members 
Mstep: Class 20 contains 273641 members 
Mstep: Class 21 contains 254141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147895232.000000 Penalty: 66133.398438
Iteration 24Q: 20 clusters Score -1.478952e+08 nChanged 28958
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 223209 members 
Mstep: Class 2 contains 92631 members 
Mstep: Class 3 contains 11129 members 
Mstep: Class 4 contains 6731 members 
Mstep: Class 5 contains 66983 members 
Mstep: Class 6 contains 6348 members 
Mstep: Class 7 contains 5955 members 
Mstep: Class 8 contains 57473 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 74438 members 
Mstep: Class 12 contains 23381 members 
Mstep: Class 13 contains 3084 members 
Mstep: Class 14 contains 29554 members 
Mstep: Class 15 contains 20565 members 
Mstep: Class 16 contains 5391 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 19 contains 80099 members 
Mstep: Class 20 contains 261304 members 
Mstep: Class 21 contains 273259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147897584.000000 Penalty: 66133.398438
Iteration 25Q: 20 clusters Score -1.478976e+08 nChanged 28556
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 220697 members 
Mstep: Class 2 contains 92232 members 
Mstep: Class 3 contains 11088 members 
Mstep: Class 4 contains 6722 members 
Mstep: Class 5 contains 67042 members 
Mstep: Class 6 contains 6367 members 
Mstep: Class 7 contains 5957 members 
Mstep: Class 8 contains 57267 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 72389 members 
Mstep: Class 12 contains 23613 members 
Mstep: Class 13 contains 3088 members 
Mstep: Class 14 contains 27601 members 
Mstep: Class 15 contains 20686 members 
Mstep: Class 16 contains 5421 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 19 contains 80680 members 
Mstep: Class 20 contains 250082 members 
Mstep: Class 21 contains 290601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147895504.000000 Penalty: 66133.398438
Iteration 26Q: 20 clusters Score -1.478955e+08 nChanged 27259
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 218822 members 
Mstep: Class 2 contains 92128 members 
Mstep: Class 3 contains 11071 members 
Mstep: Class 4 contains 6730 members 
Mstep: Class 5 contains 67116 members 
Mstep: Class 6 contains 6374 members 
Mstep: Class 7 contains 5959 members 
Mstep: Class 8 contains 57084 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 70488 members 
Mstep: Class 12 contains 23796 members 
Mstep: Class 13 contains 3095 members 
Mstep: Class 14 contains 25619 members 
Mstep: Class 15 contains 20781 members 
Mstep: Class 16 contains 5453 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 19 contains 81258 members 
Mstep: Class 20 contains 241865 members 
Mstep: Class 21 contains 303893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147890992.000000 Penalty: 66133.398438
Iteration 27Q: 20 clusters Score -1.47891e+08 nChanged 25292
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 217637 members 
Mstep: Class 2 contains 92217 members 
Mstep: Class 3 contains 11073 members 
Mstep: Class 4 contains 6738 members 
Mstep: Class 5 contains 67148 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 7 contains 5961 members 
Mstep: Class 8 contains 56919 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 68717 members 
Mstep: Class 12 contains 23900 members 
Mstep: Class 13 contains 3108 members 
Mstep: Class 14 contains 23884 members 
Mstep: Class 15 contains 20847 members 
Mstep: Class 16 contains 5481 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 19 contains 81690 members 
Mstep: Class 20 contains 237534 members 
Mstep: Class 21 contains 312284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147885344.000000 Penalty: 66133.398438
Iteration 28Q: 20 clusters Score -1.478853e+08 nChanged 22342
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 217114 members 
Mstep: Class 2 contains 92414 members 
Mstep: Class 3 contains 11060 members 
Mstep: Class 4 contains 6750 members 
Mstep: Class 5 contains 67173 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 5967 members 
Mstep: Class 8 contains 56777 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 67143 members 
Mstep: Class 12 contains 23985 members 
Mstep: Class 13 contains 3108 members 
Mstep: Class 14 contains 22530 members 
Mstep: Class 15 contains 20902 members 
Mstep: Class 16 contains 5510 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 19 contains 82044 members 
Mstep: Class 20 contains 236580 members 
Mstep: Class 21 contains 316071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147882704.000000 Penalty: 66133.398438
Iteration 29Q: 20 clusters Score -1.478827e+08 nChanged 19350
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 216908 members 
Mstep: Class 2 contains 92690 members 
Mstep: Class 3 contains 11039 members 
Mstep: Class 4 contains 6772 members 
Mstep: Class 5 contains 67165 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 5971 members 
Mstep: Class 8 contains 56713 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 65710 members 
Mstep: Class 12 contains 24058 members 
Mstep: Class 13 contains 3104 members 
Mstep: Class 14 contains 21453 members 
Mstep: Class 15 contains 20947 members 
Mstep: Class 16 contains 5545 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 19 contains 82390 members 
Mstep: Class 20 contains 238426 members 
Mstep: Class 21 contains 316229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147883088.000000 Penalty: 66133.398438
Iteration 30Q: 20 clusters Score -1.478831e+08 nChanged 16303
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 216541 members 
Mstep: Class 2 contains 93012 members 
Mstep: Class 3 contains 11030 members 
Mstep: Class 4 contains 6807 members 
Mstep: Class 5 contains 67156 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 5973 members 
Mstep: Class 8 contains 56641 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 64483 members 
Mstep: Class 12 contains 24122 members 
Mstep: Class 13 contains 3100 members 
Mstep: Class 14 contains 20563 members 
Mstep: Class 15 contains 20992 members 
Mstep: Class 16 contains 5568 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 19 contains 82666 members 
Mstep: Class 20 contains 242690 members 
Mstep: Class 21 contains 313781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147886480.000000 Penalty: 66133.398438
Iteration 31Q: 20 clusters Score -1.478865e+08 nChanged 14304
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 215873 members 
Mstep: Class 2 contains 93311 members 
Mstep: Class 3 contains 11010 members 
Mstep: Class 4 contains 6833 members 
Mstep: Class 5 contains 67147 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 7 contains 5977 members 
Mstep: Class 8 contains 56584 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 63343 members 
Mstep: Class 12 contains 24181 members 
Mstep: Class 13 contains 3086 members 
Mstep: Class 14 contains 19779 members 
Mstep: Class 15 contains 21022 members 
Mstep: Class 16 contains 5585 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 19 contains 82829 members 
Mstep: Class 20 contains 248604 members 
Mstep: Class 21 contains 309969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147889104.000000 Penalty: 66133.398438
Iteration 32Q: 20 clusters Score -1.478891e+08 nChanged 12889
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 214959 members 
Mstep: Class 2 contains 93570 members 
Mstep: Class 3 contains 11006 members 
Mstep: Class 4 contains 6855 members 
Mstep: Class 5 contains 67124 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 5981 members 
Mstep: Class 8 contains 56544 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 62408 members 
Mstep: Class 12 contains 24216 members 
Mstep: Class 13 contains 3073 members 
Mstep: Class 14 contains 19106 members 
Mstep: Class 15 contains 21037 members 
Mstep: Class 16 contains 5601 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 19 contains 82966 members 
Mstep: Class 20 contains 255355 members 
Mstep: Class 21 contains 305328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147892608.000000 Penalty: 66133.398438
Iteration 33Q: 20 clusters Score -1.478926e+08 nChanged 12196
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 213935 members 
Mstep: Class 2 contains 93778 members 
Mstep: Class 3 contains 10998 members 
Mstep: Class 4 contains 6883 members 
Mstep: Class 5 contains 67097 members 
Mstep: Class 6 contains 6403 members 
Mstep: Class 7 contains 5980 members 
Mstep: Class 8 contains 56517 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 61573 members 
Mstep: Class 12 contains 24258 members 
Mstep: Class 13 contains 3066 members 
Mstep: Class 14 contains 18529 members 
Mstep: Class 15 contains 21049 members 
Mstep: Class 16 contains 5617 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 19 contains 83076 members 
Mstep: Class 20 contains 262399 members 
Mstep: Class 21 contains 300375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147893632.000000 Penalty: 66133.398438
Iteration 34Q: 20 clusters Score -1.478936e+08 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 212936 members 
Mstep: Class 2 contains 94084 members 
Mstep: Class 3 contains 10995 members 
Mstep: Class 4 contains 6918 members 
Mstep: Class 5 contains 67086 members 
Mstep: Class 6 contains 6424 members 
Mstep: Class 7 contains 5985 members 
Mstep: Class 8 contains 56493 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 60880 members 
Mstep: Class 12 contains 24288 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 18042 members 
Mstep: Class 15 contains 21061 members 
Mstep: Class 16 contains 5625 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 19 contains 83225 members 
Mstep: Class 20 contains 268902 members 
Mstep: Class 21 contains 295529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147895104.000000 Penalty: 66133.398438
Iteration 35Q: 20 clusters Score -1.478951e+08 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 212021 members 
Mstep: Class 2 contains 94362 members 
Mstep: Class 3 contains 10987 members 
Mstep: Class 4 contains 6958 members 
Mstep: Class 5 contains 67066 members 
Mstep: Class 6 contains 6441 members 
Mstep: Class 7 contains 5989 members 
Mstep: Class 8 contains 56470 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 60329 members 
Mstep: Class 12 contains 24308 members 
Mstep: Class 13 contains 3055 members 
Mstep: Class 14 contains 17604 members 
Mstep: Class 15 contains 21074 members 
Mstep: Class 16 contains 5631 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 19 contains 83451 members 
Mstep: Class 20 contains 274535 members 
Mstep: Class 21 contains 291252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147896976.000000 Penalty: 66133.398438
Iteration 36Q: 20 clusters Score -1.47897e+08 nChanged 9157
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 211156 members 
Mstep: Class 2 contains 94672 members 
Mstep: Class 3 contains 10999 members 
Mstep: Class 4 contains 7001 members 
Mstep: Class 5 contains 67035 members 
Mstep: Class 6 contains 6453 members 
Mstep: Class 7 contains 5991 members 
Mstep: Class 8 contains 56455 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 59839 members 
Mstep: Class 12 contains 24325 members 
Mstep: Class 13 contains 3055 members 
Mstep: Class 14 contains 17196 members 
Mstep: Class 15 contains 21080 members 
Mstep: Class 16 contains 5637 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 19 contains 83686 members 
Mstep: Class 20 contains 279227 members 
Mstep: Class 21 contains 287727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147896272.000000 Penalty: 66133.398438
Iteration 37Q: 20 clusters Score -1.478963e+08 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 210427 members 
Mstep: Class 2 contains 94977 members 
Mstep: Class 3 contains 11008 members 
Mstep: Class 4 contains 7041 members 
Mstep: Class 5 contains 67003 members 
Mstep: Class 6 contains 6461 members 
Mstep: Class 7 contains 5995 members 
Mstep: Class 8 contains 56451 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 59402 members 
Mstep: Class 12 contains 24344 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 16848 members 
Mstep: Class 15 contains 21087 members 
Mstep: Class 16 contains 5646 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 19 contains 84033 members 
Mstep: Class 20 contains 282953 members 
Mstep: Class 21 contains 284804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147895856.000000 Penalty: 66133.398438
Iteration 38Q: 20 clusters Score -1.478959e+08 nChanged 7198
Entering ConstructFrom: 
Score: -147895856.000000 Penalty: 66133.398438
Entering ConstructFrom: 
Trying to split cluster 1 (209891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209891 members 
Entering Unmasked Estep 
Score: -25512934.000000 Penalty: 3039.077393
	Iteration 0F: 2 clusters Score -2.551293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104684 members 
Mstep: Class 2 contains 105207 members 
Entering Unmasked Estep 
Score: -25377206.000000 Penalty: 6078.154785
	Iteration 0F: 3 clusters Score -2.537721e+07 nChanged 100721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99649 members 
Mstep: Class 2 contains 110242 members 
Entering Unmasked Estep 
Score: -25435736.000000 Penalty: 6078.154785
	Iteration 1F: 3 clusters Score -2.543574e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96370 members 
Mstep: Class 2 contains 113521 members 
Entering Unmasked Estep 
Score: -25437328.000000 Penalty: 6078.154785
	Iteration 2Q: 3 clusters Score -2.543733e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91358 members 
Mstep: Class 2 contains 118533 members 
Entering Unmasked Estep 
Score: -25439672.000000 Penalty: 6078.154785
	Iteration 3Q: 3 clusters Score -2.543967e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83796 members 
Mstep: Class 2 contains 126095 members 
Entering Unmasked Estep 
Score: -25443702.000000 Penalty: 6078.154785
	Iteration 4Q: 3 clusters Score -2.54437e+07 nChanged 12351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72981 members 
Mstep: Class 2 contains 136910 members 
Entering Unmasked Estep 
Score: -25450474.000000 Penalty: 6078.154785
	Iteration 5F: 3 clusters Score -2.545047e+07 nChanged 15467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 151311 members 
Entering Unmasked Estep 
Score: -25461198.000000 Penalty: 6078.154785
	Iteration 6F: 3 clusters Score -2.54612e+07 nChanged 16875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 167498 members 
Entering Unmasked Estep 
Score: -25475456.000000 Penalty: 6078.154785
	Iteration 7F: 3 clusters Score -2.547546e+07 nChanged 15480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 182654 members 
Entering Unmasked Estep 
Score: -25489302.000000 Penalty: 6078.154785
	Iteration 8F: 3 clusters Score -2.54893e+07 nChanged 11442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 193974 members 
Entering Unmasked Estep 
Score: -25499346.000000 Penalty: 6078.154785
	Iteration 9F: 3 clusters Score -2.549935e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 200987 members 
Entering Unmasked Estep 
Score: -25504870.000000 Penalty: 6078.154785
	Iteration 10Q: 3 clusters Score -2.550487e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 204781 members 
Entering Unmasked Estep 
Score: -25507642.000000 Penalty: 6078.154785
	Iteration 11Q: 3 clusters Score -2.550764e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 206751 members 
Entering Unmasked Estep 
Score: -25509012.000000 Penalty: 6078.154785
	Iteration 12Q: 3 clusters Score -2.550901e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 207752 members 
Entering Unmasked Estep 
Score: -25509728.000000 Penalty: 6078.154785
	Iteration 13Q: 3 clusters Score -2.550973e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 208202 members 
Entering Unmasked Estep 
Score: -25510150.000000 Penalty: 6078.154785
	Iteration 14Q: 3 clusters Score -2.551015e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 208421 members 
Entering Unmasked Estep 
Score: -25510476.000000 Penalty: 6078.154785
	Iteration 15Q: 3 clusters Score -2.551048e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 208496 members 
Entering Unmasked Estep 
Score: -25510618.000000 Penalty: 6078.154785
	Iteration 16Q: 3 clusters Score -2.551062e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 208514 members 
Entering Unmasked Estep 
Score: -25510800.000000 Penalty: 6078.154785
	Iteration 17Q: 3 clusters Score -2.55108e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 208505 members 
Entering Unmasked Estep 
Score: -25510942.000000 Penalty: 6078.154785
	Iteration 18Q: 3 clusters Score -2.551094e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 208479 members 
Entering Unmasked Estep 
Score: -25511010.000000 Penalty: 6078.154785
	Iteration 19Q: 3 clusters Score -2.551101e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 208446 members 
Entering Unmasked Estep 
Score: -25511090.000000 Penalty: 6078.154785
	Iteration 20F: 3 clusters Score -2.551109e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 208423 members 
Entering Unmasked Estep 
Score: -25511092.000000 Penalty: 6078.154785
	Iteration 21Q: 3 clusters Score -2.551109e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 208401 members 
Entering Unmasked Estep 
Score: -25511096.000000 Penalty: 6078.154785
	Iteration 22Q: 3 clusters Score -2.55111e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 208376 members 
Entering Unmasked Estep 
Score: -25511136.000000 Penalty: 6078.154785
	Iteration 23Q: 3 clusters Score -2.551114e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 208355 members 
Entering Unmasked Estep 
Score: -25511140.000000 Penalty: 6078.154785
	Iteration 24Q: 3 clusters Score -2.551114e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 208349 members 
Entering Unmasked Estep 
Score: -25511190.000000 Penalty: 6078.154785
	Iteration 25Q: 3 clusters Score -2.551119e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 208336 members 
Entering Unmasked Estep 
Score: -25511186.000000 Penalty: 6078.154785
	Iteration 26Q: 3 clusters Score -2.551119e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 208326 members 
Entering Unmasked Estep 
Score: -25511196.000000 Penalty: 6078.154785
	Iteration 27Q: 3 clusters Score -2.55112e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 208314 members 
Entering Unmasked Estep 
Score: -25511198.000000 Penalty: 6078.154785
	Iteration 28Q: 3 clusters Score -2.55112e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 208296 members 
Entering Unmasked Estep 
Score: -25511226.000000 Penalty: 6078.154785
	Iteration 29Q: 3 clusters Score -2.551123e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 208282 members 
Entering Unmasked Estep 
Score: -25511230.000000 Penalty: 6078.154785
	Iteration 30Q: 3 clusters Score -2.551123e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 208266 members 
Entering Unmasked Estep 
Score: -25511250.000000 Penalty: 6078.154785
	Iteration 31Q: 3 clusters Score -2.551125e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 208248 members 
Entering Unmasked Estep 
Score: -25511244.000000 Penalty: 6078.154785
	Iteration 32Q: 3 clusters Score -2.551124e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 208236 members 
Entering Unmasked Estep 
Score: -25511262.000000 Penalty: 6078.154785
	Iteration 33Q: 3 clusters Score -2.551126e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 208227 members 
Entering Unmasked Estep 
Score: -25511266.000000 Penalty: 6078.154785
	Iteration 34Q: 3 clusters Score -2.551127e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 208217 members 
Entering Unmasked Estep 
Score: -25511270.000000 Penalty: 6078.154785
	Iteration 35Q: 3 clusters Score -2.551127e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 208206 members 
Entering Unmasked Estep 
Score: -25511286.000000 Penalty: 6078.154785
	Iteration 36Q: 3 clusters Score -2.551129e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 208187 members 
Entering Unmasked Estep 
Score: -25511340.000000 Penalty: 6078.154785
	Iteration 37Q: 3 clusters Score -2.551134e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 208173 members 
Entering Unmasked Estep 
Score: -25511352.000000 Penalty: 6078.154785
	Iteration 38Q: 3 clusters Score -2.551135e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 208160 members 
Entering Unmasked Estep 
Score: -25511348.000000 Penalty: 6078.154785
	Iteration 39Q: 3 clusters Score -2.551135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 208154 members 
Entering Unmasked Estep 
Score: -25511350.000000 Penalty: 6078.154785
	Iteration 40F: 3 clusters Score -2.551135e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 208146 members 
Entering Unmasked Estep 
Score: -25511334.000000 Penalty: 6078.154785
	Iteration 41Q: 3 clusters Score -2.551133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 208138 members 
Entering Unmasked Estep 
Score: -25511340.000000 Penalty: 6078.154785
	Iteration 42Q: 3 clusters Score -2.551134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 208134 members 
Entering Unmasked Estep 
Score: -25511354.000000 Penalty: 6078.154785
	Iteration 43Q: 3 clusters Score -2.551135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 208130 members 
Entering Unmasked Estep 
Score: -25511356.000000 Penalty: 6078.154785
	Iteration 44Q: 3 clusters Score -2.551136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 208125 members 
Entering Unmasked Estep 
Score: -25511350.000000 Penalty: 6078.154785
	Iteration 45Q: 3 clusters Score -2.551135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 208125 members 
Entering Unmasked Estep 
Score: -25511346.000000 Penalty: 6078.154785
	Iteration 46Q: 3 clusters Score -2.551135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 208125 members 
Entering Unmasked Estep 
Score: -25511346.000000 Penalty: 6078.154785
	Iteration 47F: 3 clusters Score -2.551135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (95306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95306 members 
Entering Unmasked Estep 
Score: -11458977.000000 Penalty: 2843.282227
	Iteration 0F: 2 clusters Score -1.145898e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -11395294.000000 Penalty: 5686.564453
	Iteration 0F: 3 clusters Score -1.139529e+07 nChanged 44964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -11421252.000000 Penalty: 5686.564453
	Iteration 1F: 3 clusters Score -1.142125e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -11423267.000000 Penalty: 5686.564453
	Iteration 2Q: 3 clusters Score -1.142327e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -11426853.000000 Penalty: 5686.564453
	Iteration 3F: 3 clusters Score -1.142685e+07 nChanged 7486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57399 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -11432412.000000 Penalty: 5686.564453
	Iteration 4F: 3 clusters Score -1.143241e+07 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63801 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -11439761.000000 Penalty: 5686.564453
	Iteration 5F: 3 clusters Score -1.143976e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -11447146.000000 Penalty: 5686.564453
	Iteration 6F: 3 clusters Score -1.144715e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76266 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -11452975.000000 Penalty: 5686.564453
	Iteration 7F: 3 clusters Score -1.145298e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79883 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -11457347.000000 Penalty: 5686.564453
	Iteration 8Q: 3 clusters Score -1.145735e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -11459942.000000 Penalty: 5686.564453
	Iteration 9Q: 3 clusters Score -1.145994e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83358 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -11460601.000000 Penalty: 5686.564453
	Iteration 10Q: 3 clusters Score -1.14606e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84333 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -11461020.000000 Penalty: 5686.564453
	Iteration 11Q: 3 clusters Score -1.146102e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85096 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -11461275.000000 Penalty: 5686.564453
	Iteration 12Q: 3 clusters Score -1.146128e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85698 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -11461409.000000 Penalty: 5686.564453
	Iteration 13Q: 3 clusters Score -1.146141e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86150 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -11461516.000000 Penalty: 5686.564453
	Iteration 14Q: 3 clusters Score -1.146152e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86518 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -11461573.000000 Penalty: 5686.564453
	Iteration 15Q: 3 clusters Score -1.146157e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86818 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -11461651.000000 Penalty: 5686.564453
	Iteration 16Q: 3 clusters Score -1.146165e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -11461661.000000 Penalty: 5686.564453
	Iteration 17Q: 3 clusters Score -1.146166e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87290 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -11461695.000000 Penalty: 5686.564453
	Iteration 18Q: 3 clusters Score -1.14617e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87470 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -11461692.000000 Penalty: 5686.564453
	Iteration 19Q: 3 clusters Score -1.146169e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87626 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -11461722.000000 Penalty: 5686.564453
	Iteration 20F: 3 clusters Score -1.146172e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87742 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -11461731.000000 Penalty: 5686.564453
	Iteration 21Q: 3 clusters Score -1.146173e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87833 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -11461740.000000 Penalty: 5686.564453
	Iteration 22Q: 3 clusters Score -1.146174e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87917 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -11461752.000000 Penalty: 5686.564453
	Iteration 23Q: 3 clusters Score -1.146175e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87975 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -11461749.000000 Penalty: 5686.564453
	Iteration 24Q: 3 clusters Score -1.146175e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88020 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -11461745.000000 Penalty: 5686.564453
	Iteration 25Q: 3 clusters Score -1.146174e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88064 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -11461775.000000 Penalty: 5686.564453
	Iteration 26Q: 3 clusters Score -1.146178e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88095 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -11461770.000000 Penalty: 5686.564453
	Iteration 27Q: 3 clusters Score -1.146177e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88117 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -11461771.000000 Penalty: 5686.564453
	Iteration 28Q: 3 clusters Score -1.146177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88136 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -11461763.000000 Penalty: 5686.564453
	Iteration 29Q: 3 clusters Score -1.146176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88150 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -11461767.000000 Penalty: 5686.564453
	Iteration 30Q: 3 clusters Score -1.146177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88165 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -11461772.000000 Penalty: 5686.564453
	Iteration 31Q: 3 clusters Score -1.146177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88178 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -11461771.000000 Penalty: 5686.564453
	Iteration 32Q: 3 clusters Score -1.146177e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88187 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -11461764.000000 Penalty: 5686.564453
	Iteration 33Q: 3 clusters Score -1.146176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88193 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -11461765.000000 Penalty: 5686.564453
	Iteration 34Q: 3 clusters Score -1.146176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88199 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -11461768.000000 Penalty: 5686.564453
	Iteration 35Q: 3 clusters Score -1.146177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88206 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -11461769.000000 Penalty: 5686.564453
	Iteration 36Q: 3 clusters Score -1.146177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88208 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -11461769.000000 Penalty: 5686.564453
	Iteration 37Q: 3 clusters Score -1.146177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88210 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -11461766.000000 Penalty: 5686.564453
	Iteration 38Q: 3 clusters Score -1.146177e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88215 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -11461760.000000 Penalty: 5686.564453
	Iteration 39Q: 3 clusters Score -1.146176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88220 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -11461760.000000 Penalty: 5686.564453
	Iteration 40F: 3 clusters Score -1.146176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88224 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -11461764.000000 Penalty: 5686.564453
	Iteration 41Q: 3 clusters Score -1.146176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -11461766.000000 Penalty: 5686.564453
	Iteration 42Q: 3 clusters Score -1.146177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -11461766.000000 Penalty: 5686.564453
	Iteration 43F: 3 clusters Score -1.146177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 209891 members 
Mstep: Class 2 contains 88225 members 
Mstep: Class 3 contains 11021 members 
Mstep: Class 4 contains 7088 members 
Mstep: Class 5 contains 66972 members 
Mstep: Class 6 contains 6467 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 56441 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 58992 members 
Mstep: Class 11 contains 7081 members 
Mstep: Class 12 contains 24374 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 16563 members 
Mstep: Class 15 contains 21093 members 
Mstep: Class 16 contains 5654 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 19 contains 84404 members 
Mstep: Class 20 contains 285429 members 
Mstep: Class 21 contains 282787 members 
Entering Unmasked Estep 
Score: -147897072.000000 Penalty: 69614.101562
Splitting cluster 2 changes total score from -147895856.000000 to -147897072.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 3 (11021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Entering Unmasked Estep 
Score: -1198998.750000 Penalty: 2308.274414
	Iteration 0F: 2 clusters Score -1198999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1190749.500000 Penalty: 4616.548828
	Iteration 0F: 3 clusters Score -1190750 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1193602.750000 Penalty: 4616.548828
	Iteration 1F: 3 clusters Score -1193603 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1194353.625000 Penalty: 4616.548828
	Iteration 2F: 3 clusters Score -1194354 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1195679.125000 Penalty: 4616.548828
	Iteration 3F: 3 clusters Score -1195679 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1197212.250000 Penalty: 4616.548828
	Iteration 4F: 3 clusters Score -1197212 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1198103.875000 Penalty: 4616.548828
	Iteration 5F: 3 clusters Score -1198104 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1198648.250000 Penalty: 4616.548828
	Iteration 6F: 3 clusters Score -1198648 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1198923.750000 Penalty: 4616.548828
	Iteration 7Q: 3 clusters Score -1198924 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1199052.625000 Penalty: 4616.548828
	Iteration 8Q: 3 clusters Score -1199053 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1199139.750000 Penalty: 4616.548828
	Iteration 9Q: 3 clusters Score -1199140 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1199204.375000 Penalty: 4616.548828
	Iteration 10Q: 3 clusters Score -1199204 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1199247.500000 Penalty: 4616.548828
	Iteration 11Q: 3 clusters Score -1199248 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1199269.750000 Penalty: 4616.548828
	Iteration 12Q: 3 clusters Score -1199270 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1199283.125000 Penalty: 4616.548828
	Iteration 13Q: 3 clusters Score -1199283 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1199306.750000 Penalty: 4616.548828
	Iteration 14Q: 3 clusters Score -1199307 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1199320.625000 Penalty: 4616.548828
	Iteration 15Q: 3 clusters Score -1199321 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1199337.750000 Penalty: 4616.548828
	Iteration 16Q: 3 clusters Score -1199338 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1199351.125000 Penalty: 4616.548828
	Iteration 17Q: 3 clusters Score -1199351 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1199366.750000 Penalty: 4616.548828
	Iteration 18Q: 3 clusters Score -1199367 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1199382.250000 Penalty: 4616.548828
	Iteration 19Q: 3 clusters Score -1199382 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1199398.125000 Penalty: 4616.548828
	Iteration 20F: 3 clusters Score -1199398 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1199422.500000 Penalty: 4616.548828
	Iteration 21Q: 3 clusters Score -1199422 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1199442.500000 Penalty: 4616.548828
	Iteration 22Q: 3 clusters Score -1199442 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1199465.875000 Penalty: 4616.548828
	Iteration 23Q: 3 clusters Score -1199466 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1199487.750000 Penalty: 4616.548828
	Iteration 24Q: 3 clusters Score -1199488 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1199524.125000 Penalty: 4616.548828
	Iteration 25Q: 3 clusters Score -1199524 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1199572.750000 Penalty: 4616.548828
	Iteration 26Q: 3 clusters Score -1199573 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1199645.000000 Penalty: 4616.548828
	Iteration 27Q: 3 clusters Score -1199645 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1199710.125000 Penalty: 4616.548828
	Iteration 28Q: 3 clusters Score -1199710 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1199778.250000 Penalty: 4616.548828
	Iteration 29Q: 3 clusters Score -1199778 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1199851.250000 Penalty: 4616.548828
	Iteration 30Q: 3 clusters Score -1199851 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1199938.375000 Penalty: 4616.548828
	Iteration 31Q: 3 clusters Score -1199938 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1200034.750000 Penalty: 4616.548828
	Iteration 32Q: 3 clusters Score -1200035 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1200135.375000 Penalty: 4616.548828
	Iteration 33Q: 3 clusters Score -1200135 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1200252.500000 Penalty: 4616.548828
	Iteration 34Q: 3 clusters Score -1200252 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1200397.250000 Penalty: 4616.548828
	Iteration 35Q: 3 clusters Score -1200397 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1200548.625000 Penalty: 4616.548828
	Iteration 36Q: 3 clusters Score -1200549 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1200692.375000 Penalty: 4616.548828
	Iteration 37Q: 3 clusters Score -1200692 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1200831.750000 Penalty: 4616.548828
	Iteration 38Q: 3 clusters Score -1200832 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1200943.625000 Penalty: 4616.548828
	Iteration 39Q: 3 clusters Score -1200944 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1201044.125000 Penalty: 4616.548828
	Iteration 40F: 3 clusters Score -1201044 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1201137.000000 Penalty: 4616.548828
	Iteration 41Q: 3 clusters Score -1201137 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1201250.875000 Penalty: 4616.548828
	Iteration 42Q: 3 clusters Score -1201251 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1201390.125000 Penalty: 4616.548828
	Iteration 43Q: 3 clusters Score -1201390 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1201526.375000 Penalty: 4616.548828
	Iteration 44Q: 3 clusters Score -1201526 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1201661.125000 Penalty: 4616.548828
	Iteration 45Q: 3 clusters Score -1201661 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1201817.875000 Penalty: 4616.548828
	Iteration 46Q: 3 clusters Score -1201818 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1201974.000000 Penalty: 4616.548828
	Iteration 47Q: 3 clusters Score -1201974 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1202101.875000 Penalty: 4616.548828
	Iteration 48Q: 3 clusters Score -1202102 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1202181.125000 Penalty: 4616.548828
	Iteration 49Q: 3 clusters Score -1202181 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1202236.000000 Penalty: 4616.548828
	Iteration 50Q: 3 clusters Score -1202236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1202260.500000 Penalty: 4616.548828
	Iteration 51Q: 3 clusters Score -1202260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1202272.375000 Penalty: 4616.548828
	Iteration 52Q: 3 clusters Score -1202272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1202286.750000 Penalty: 4616.548828
	Iteration 53Q: 3 clusters Score -1202287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1202289.250000 Penalty: 4616.548828
	Iteration 54Q: 3 clusters Score -1202289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1202290.375000 Penalty: 4616.548828
	Iteration 55Q: 3 clusters Score -1202290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1202292.250000 Penalty: 4616.548828
	Iteration 56Q: 3 clusters Score -1202292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1202293.000000 Penalty: 4616.548828
	Iteration 57Q: 3 clusters Score -1202293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1202293.750000 Penalty: 4616.548828
	Iteration 58Q: 3 clusters Score -1202294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1202295.875000 Penalty: 4616.548828
	Iteration 59Q: 3 clusters Score -1202296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1202294.875000 Penalty: 4616.548828
	Iteration 60F: 3 clusters Score -1202295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 209891 members 
Mstep: Class 2 contains 88225 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 7088 members 
Mstep: Class 5 contains 66972 members 
Mstep: Class 6 contains 6467 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 56441 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 58992 members 
Mstep: Class 11 contains 7081 members 
Mstep: Class 12 contains 24374 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 16563 members 
Mstep: Class 15 contains 21093 members 
Mstep: Class 16 contains 5654 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 84404 members 
Mstep: Class 20 contains 285429 members 
Mstep: Class 21 contains 282787 members 
Entering Unmasked Estep 
Score: -147898800.000000 Penalty: 73094.812500
Splitting cluster 3 changes total score from -147895856.000000 to -147898800.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 4 (7088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Entering Unmasked Estep 
Score: -777370.062500 Penalty: 2198.807373
	Iteration 0F: 2 clusters Score -777370.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -771722.562500 Penalty: 4397.614746
	Iteration 0F: 3 clusters Score -771722.6 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -774887.250000 Penalty: 4397.614746
	Iteration 1F: 3 clusters Score -774887.2 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -776611.125000 Penalty: 4397.614746
	Iteration 2F: 3 clusters Score -776611.1 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -778360.187500 Penalty: 4397.614746
	Iteration 3F: 3 clusters Score -778360.2 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -779915.312500 Penalty: 4397.614746
	Iteration 4F: 3 clusters Score -779915.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -780850.750000 Penalty: 4397.614746
	Iteration 5F: 3 clusters Score -780850.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -781387.000000 Penalty: 4397.614746
	Iteration 6F: 3 clusters Score -781387 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -781865.875000 Penalty: 4397.614746
	Iteration 7Q: 3 clusters Score -781865.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -782290.375000 Penalty: 4397.614746
	Iteration 8Q: 3 clusters Score -782290.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -782543.750000 Penalty: 4397.614746
	Iteration 9Q: 3 clusters Score -782543.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -782636.812500 Penalty: 4397.614746
	Iteration 10Q: 3 clusters Score -782636.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -782686.312500 Penalty: 4397.614746
	Iteration 11Q: 3 clusters Score -782686.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -782725.187500 Penalty: 4397.614746
	Iteration 12Q: 3 clusters Score -782725.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -782749.000000 Penalty: 4397.614746
	Iteration 13Q: 3 clusters Score -782749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -782762.812500 Penalty: 4397.614746
	Iteration 14Q: 3 clusters Score -782762.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -782777.375000 Penalty: 4397.614746
	Iteration 15Q: 3 clusters Score -782777.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -782793.000000 Penalty: 4397.614746
	Iteration 16Q: 3 clusters Score -782793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -782847.500000 Penalty: 4397.614746
	Iteration 17Q: 3 clusters Score -782847.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -782884.375000 Penalty: 4397.614746
	Iteration 18Q: 3 clusters Score -782884.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -782892.500000 Penalty: 4397.614746
	Iteration 19Q: 3 clusters Score -782892.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -782895.187500 Penalty: 4397.614746
	Iteration 20F: 3 clusters Score -782895.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -782896.562500 Penalty: 4397.614746
	Iteration 21Q: 3 clusters Score -782896.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -782896.562500 Penalty: 4397.614746
	Iteration 22F: 3 clusters Score -782896.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 209891 members 
Mstep: Class 2 contains 88225 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 2961 members 
Mstep: Class 5 contains 66972 members 
Mstep: Class 6 contains 6467 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 56441 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 58992 members 
Mstep: Class 11 contains 7081 members 
Mstep: Class 12 contains 24374 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 16563 members 
Mstep: Class 15 contains 21093 members 
Mstep: Class 16 contains 5654 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 84404 members 
Mstep: Class 20 contains 285429 members 
Mstep: Class 21 contains 282787 members 
Mstep: Class 22 contains 4127 members 
Entering Unmasked Estep 
Score: -147903072.000000 Penalty: 76575.515625
Splitting cluster 4 changes total score from -147895856.000000 to -147903072.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (66972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66972 members 
Entering Unmasked Estep 
Score: -8189031.000000 Penalty: 2755.783447
	Iteration 0F: 2 clusters Score -8189031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -8144068.000000 Penalty: 5511.566895
	Iteration 0F: 3 clusters Score -8144068 nChanged 31434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -8162518.500000 Penalty: 5511.566895
	Iteration 1F: 3 clusters Score -8162518 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -8164890.500000 Penalty: 5511.566895
	Iteration 2F: 3 clusters Score -8164890 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -8169154.000000 Penalty: 5511.566895
	Iteration 3F: 3 clusters Score -8169154 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -8175051.500000 Penalty: 5511.566895
	Iteration 4F: 3 clusters Score -8175052 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -8179825.500000 Penalty: 5511.566895
	Iteration 5F: 3 clusters Score -8179826 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -8182316.000000 Penalty: 5511.566895
	Iteration 6F: 3 clusters Score -8182316 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -8183437.500000 Penalty: 5511.566895
	Iteration 7Q: 3 clusters Score -8183438 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -8183862.500000 Penalty: 5511.566895
	Iteration 8Q: 3 clusters Score -8183862 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -8184113.500000 Penalty: 5511.566895
	Iteration 9Q: 3 clusters Score -8184114 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -8184256.000000 Penalty: 5511.566895
	Iteration 10Q: 3 clusters Score -8184256 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -8184371.000000 Penalty: 5511.566895
	Iteration 11Q: 3 clusters Score -8184371 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -8184532.500000 Penalty: 5511.566895
	Iteration 12Q: 3 clusters Score -8184532 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -8184730.000000 Penalty: 5511.566895
	Iteration 13Q: 3 clusters Score -8184730 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -8184938.500000 Penalty: 5511.566895
	Iteration 14Q: 3 clusters Score -8184938 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -8185152.500000 Penalty: 5511.566895
	Iteration 15Q: 3 clusters Score -8185152 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -8185408.500000 Penalty: 5511.566895
	Iteration 16Q: 3 clusters Score -8185408 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -8185687.000000 Penalty: 5511.566895
	Iteration 17Q: 3 clusters Score -8185687 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -8185954.000000 Penalty: 5511.566895
	Iteration 18Q: 3 clusters Score -8185954 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -8186240.000000 Penalty: 5511.566895
	Iteration 19Q: 3 clusters Score -8186240 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -8186488.000000 Penalty: 5511.566895
	Iteration 20F: 3 clusters Score -8186488 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -8186756.000000 Penalty: 5511.566895
	Iteration 21Q: 3 clusters Score -8186756 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -8186977.000000 Penalty: 5511.566895
	Iteration 22Q: 3 clusters Score -8186977 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -8187159.500000 Penalty: 5511.566895
	Iteration 23Q: 3 clusters Score -8187160 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -8187329.500000 Penalty: 5511.566895
	Iteration 24Q: 3 clusters Score -8187330 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -8187500.500000 Penalty: 5511.566895
	Iteration 25Q: 3 clusters Score -8187500 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57131 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -8187666.000000 Penalty: 5511.566895
	Iteration 26Q: 3 clusters Score -8187666 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -8187793.000000 Penalty: 5511.566895
	Iteration 27Q: 3 clusters Score -8187793 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58314 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -8187928.000000 Penalty: 5511.566895
	Iteration 28Q: 3 clusters Score -8187928 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58828 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -8187995.000000 Penalty: 5511.566895
	Iteration 29Q: 3 clusters Score -8187995 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -8188092.000000 Penalty: 5511.566895
	Iteration 30Q: 3 clusters Score -8188092 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -8188130.000000 Penalty: 5511.566895
	Iteration 31Q: 3 clusters Score -8188130 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -8188192.500000 Penalty: 5511.566895
	Iteration 32Q: 3 clusters Score -8188192 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -8188207.500000 Penalty: 5511.566895
	Iteration 33Q: 3 clusters Score -8188208 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -8188250.000000 Penalty: 5511.566895
	Iteration 34Q: 3 clusters Score -8188250 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60645 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -8188238.000000 Penalty: 5511.566895
	Iteration 35Q: 3 clusters Score -8188238 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60804 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -8188245.000000 Penalty: 5511.566895
	Iteration 36Q: 3 clusters Score -8188245 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60956 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -8188265.000000 Penalty: 5511.566895
	Iteration 37Q: 3 clusters Score -8188265 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61086 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -8188295.500000 Penalty: 5511.566895
	Iteration 38Q: 3 clusters Score -8188296 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -8188321.000000 Penalty: 5511.566895
	Iteration 39Q: 3 clusters Score -8188321 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61287 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -8188320.500000 Penalty: 5511.566895
	Iteration 40F: 3 clusters Score -8188320 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61356 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -8188331.000000 Penalty: 5511.566895
	Iteration 41Q: 3 clusters Score -8188331 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61419 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -8188327.500000 Penalty: 5511.566895
	Iteration 42Q: 3 clusters Score -8188328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -8188325.500000 Penalty: 5511.566895
	Iteration 43Q: 3 clusters Score -8188326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61500 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -8188332.500000 Penalty: 5511.566895
	Iteration 44Q: 3 clusters Score -8188332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61529 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -8188357.000000 Penalty: 5511.566895
	Iteration 45Q: 3 clusters Score -8188357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -8188352.000000 Penalty: 5511.566895
	Iteration 46Q: 3 clusters Score -8188352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61578 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -8188348.000000 Penalty: 5511.566895
	Iteration 47Q: 3 clusters Score -8188348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61592 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -8188346.500000 Penalty: 5511.566895
	Iteration 48Q: 3 clusters Score -8188346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -8188352.500000 Penalty: 5511.566895
	Iteration 49Q: 3 clusters Score -8188352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61625 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -8188350.000000 Penalty: 5511.566895
	Iteration 50Q: 3 clusters Score -8188350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61643 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -8188347.500000 Penalty: 5511.566895
	Iteration 51Q: 3 clusters Score -8188348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61658 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -8188358.500000 Penalty: 5511.566895
	Iteration 52Q: 3 clusters Score -8188358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61667 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -8188352.000000 Penalty: 5511.566895
	Iteration 53Q: 3 clusters Score -8188352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61676 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -8188356.500000 Penalty: 5511.566895
	Iteration 54Q: 3 clusters Score -8188356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -8188353.500000 Penalty: 5511.566895
	Iteration 55Q: 3 clusters Score -8188354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61693 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -8188349.000000 Penalty: 5511.566895
	Iteration 56Q: 3 clusters Score -8188349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61711 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -8188353.500000 Penalty: 5511.566895
	Iteration 57Q: 3 clusters Score -8188354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -8188357.000000 Penalty: 5511.566895
	Iteration 58Q: 3 clusters Score -8188357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61746 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -8188371.000000 Penalty: 5511.566895
	Iteration 59Q: 3 clusters Score -8188371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61763 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -8188362.500000 Penalty: 5511.566895
	Iteration 60F: 3 clusters Score -8188362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61775 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -8188370.000000 Penalty: 5511.566895
	Iteration 61Q: 3 clusters Score -8188370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61782 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -8188369.000000 Penalty: 5511.566895
	Iteration 62Q: 3 clusters Score -8188369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61786 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -8188371.500000 Penalty: 5511.566895
	Iteration 63Q: 3 clusters Score -8188372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61790 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -8188371.000000 Penalty: 5511.566895
	Iteration 64Q: 3 clusters Score -8188371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61794 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -8188362.000000 Penalty: 5511.566895
	Iteration 65Q: 3 clusters Score -8188362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -8188362.500000 Penalty: 5511.566895
	Iteration 66Q: 3 clusters Score -8188362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -8188365.500000 Penalty: 5511.566895
	Iteration 67Q: 3 clusters Score -8188366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61809 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -8188360.500000 Penalty: 5511.566895
	Iteration 68Q: 3 clusters Score -8188360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61816 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -8188366.500000 Penalty: 5511.566895
	Iteration 69Q: 3 clusters Score -8188366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -8188365.000000 Penalty: 5511.566895
	Iteration 70Q: 3 clusters Score -8188365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -8188367.500000 Penalty: 5511.566895
	Iteration 71Q: 3 clusters Score -8188368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61827 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -8188365.500000 Penalty: 5511.566895
	Iteration 72Q: 3 clusters Score -8188366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61828 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -8188374.500000 Penalty: 5511.566895
	Iteration 73Q: 3 clusters Score -8188374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -8188369.000000 Penalty: 5511.566895
	Iteration 74Q: 3 clusters Score -8188369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -8188369.000000 Penalty: 5511.566895
	Iteration 75F: 3 clusters Score -8188369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Entering Unmasked Estep 
Score: -715381.937500 Penalty: 2176.067871
	Iteration 0F: 2 clusters Score -715381.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -709960.500000 Penalty: 4352.135742
	Iteration 0F: 3 clusters Score -709960.5 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -711483.375000 Penalty: 4352.135742
	Iteration 1F: 3 clusters Score -711483.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -711968.187500 Penalty: 4352.135742
	Iteration 2F: 3 clusters Score -711968.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -712572.875000 Penalty: 4352.135742
	Iteration 3F: 3 clusters Score -712572.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -713236.687500 Penalty: 4352.135742
	Iteration 4F: 3 clusters Score -713236.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -714005.937500 Penalty: 4352.135742
	Iteration 5F: 3 clusters Score -714005.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -714565.625000 Penalty: 4352.135742
	Iteration 6F: 3 clusters Score -714565.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -714995.875000 Penalty: 4352.135742
	Iteration 7F: 3 clusters Score -714995.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -715283.812500 Penalty: 4352.135742
	Iteration 8Q: 3 clusters Score -715283.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -715477.125000 Penalty: 4352.135742
	Iteration 9Q: 3 clusters Score -715477.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -715560.500000 Penalty: 4352.135742
	Iteration 10Q: 3 clusters Score -715560.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -715606.375000 Penalty: 4352.135742
	Iteration 11Q: 3 clusters Score -715606.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -715628.375000 Penalty: 4352.135742
	Iteration 12Q: 3 clusters Score -715628.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -715641.312500 Penalty: 4352.135742
	Iteration 13Q: 3 clusters Score -715641.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -715660.750000 Penalty: 4352.135742
	Iteration 14Q: 3 clusters Score -715660.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -715678.937500 Penalty: 4352.135742
	Iteration 15Q: 3 clusters Score -715678.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -715695.812500 Penalty: 4352.135742
	Iteration 16Q: 3 clusters Score -715695.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -715703.187500 Penalty: 4352.135742
	Iteration 17Q: 3 clusters Score -715703.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -715706.312500 Penalty: 4352.135742
	Iteration 18Q: 3 clusters Score -715706.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -715713.937500 Penalty: 4352.135742
	Iteration 19Q: 3 clusters Score -715713.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -715721.500000 Penalty: 4352.135742
	Iteration 20F: 3 clusters Score -715721.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -715730.500000 Penalty: 4352.135742
	Iteration 21Q: 3 clusters Score -715730.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -715733.187500 Penalty: 4352.135742
	Iteration 22Q: 3 clusters Score -715733.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -715735.125000 Penalty: 4352.135742
	Iteration 23Q: 3 clusters Score -715735.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -715736.750000 Penalty: 4352.135742
	Iteration 24Q: 3 clusters Score -715736.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -715740.875000 Penalty: 4352.135742
	Iteration 25Q: 3 clusters Score -715740.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -715745.250000 Penalty: 4352.135742
	Iteration 26Q: 3 clusters Score -715745.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -715746.437500 Penalty: 4352.135742
	Iteration 27Q: 3 clusters Score -715746.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -715748.187500 Penalty: 4352.135742
	Iteration 28Q: 3 clusters Score -715748.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -715749.687500 Penalty: 4352.135742
	Iteration 29Q: 3 clusters Score -715749.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -715752.875000 Penalty: 4352.135742
	Iteration 30Q: 3 clusters Score -715752.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -715750.437500 Penalty: 4352.135742
	Iteration 31Q: 3 clusters Score -715750.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -715750.437500 Penalty: 4352.135742
	Iteration 32Q: 3 clusters Score -715750.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -715754.000000 Penalty: 4352.135742
	Iteration 33Q: 3 clusters Score -715754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -715754.500000 Penalty: 4352.135742
	Iteration 34Q: 3 clusters Score -715754.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -715756.812500 Penalty: 4352.135742
	Iteration 35Q: 3 clusters Score -715756.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -715763.062500 Penalty: 4352.135742
	Iteration 36Q: 3 clusters Score -715763.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -715764.875000 Penalty: 4352.135742
	Iteration 37Q: 3 clusters Score -715764.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -715768.687500 Penalty: 4352.135742
	Iteration 38Q: 3 clusters Score -715768.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -715772.687500 Penalty: 4352.135742
	Iteration 39Q: 3 clusters Score -715772.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -715777.875000 Penalty: 4352.135742
	Iteration 40F: 3 clusters Score -715777.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -715781.812500 Penalty: 4352.135742
	Iteration 41Q: 3 clusters Score -715781.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -715786.125000 Penalty: 4352.135742
	Iteration 42Q: 3 clusters Score -715786.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -715788.125000 Penalty: 4352.135742
	Iteration 43Q: 3 clusters Score -715788.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -715790.812500 Penalty: 4352.135742
	Iteration 44Q: 3 clusters Score -715790.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -715791.312500 Penalty: 4352.135742
	Iteration 45Q: 3 clusters Score -715791.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -715795.500000 Penalty: 4352.135742
	Iteration 46Q: 3 clusters Score -715795.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -715801.812500 Penalty: 4352.135742
	Iteration 47Q: 3 clusters Score -715801.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -715808.562500 Penalty: 4352.135742
	Iteration 48Q: 3 clusters Score -715808.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -715818.000000 Penalty: 4352.135742
	Iteration 49Q: 3 clusters Score -715818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -715831.187500 Penalty: 4352.135742
	Iteration 50Q: 3 clusters Score -715831.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -715850.250000 Penalty: 4352.135742
	Iteration 51Q: 3 clusters Score -715850.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -715878.500000 Penalty: 4352.135742
	Iteration 52Q: 3 clusters Score -715878.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -715908.125000 Penalty: 4352.135742
	Iteration 53Q: 3 clusters Score -715908.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -715940.437500 Penalty: 4352.135742
	Iteration 54Q: 3 clusters Score -715940.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -715972.250000 Penalty: 4352.135742
	Iteration 55Q: 3 clusters Score -715972.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -716003.812500 Penalty: 4352.135742
	Iteration 56Q: 3 clusters Score -716003.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -716033.312500 Penalty: 4352.135742
	Iteration 57Q: 3 clusters Score -716033.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -716065.250000 Penalty: 4352.135742
	Iteration 58Q: 3 clusters Score -716065.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -716088.375000 Penalty: 4352.135742
	Iteration 59Q: 3 clusters Score -716088.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -716103.500000 Penalty: 4352.135742
	Iteration 60F: 3 clusters Score -716103.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -716115.187500 Penalty: 4352.135742
	Iteration 61Q: 3 clusters Score -716115.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -716126.687500 Penalty: 4352.135742
	Iteration 62Q: 3 clusters Score -716126.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -716139.750000 Penalty: 4352.135742
	Iteration 63Q: 3 clusters Score -716139.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -716150.625000 Penalty: 4352.135742
	Iteration 64Q: 3 clusters Score -716150.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -716159.687500 Penalty: 4352.135742
	Iteration 65Q: 3 clusters Score -716159.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -716173.562500 Penalty: 4352.135742
	Iteration 66Q: 3 clusters Score -716173.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -716186.187500 Penalty: 4352.135742
	Iteration 67Q: 3 clusters Score -716186.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -716200.687500 Penalty: 4352.135742
	Iteration 68Q: 3 clusters Score -716200.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -716216.000000 Penalty: 4352.135742
	Iteration 69Q: 3 clusters Score -716216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -716228.500000 Penalty: 4352.135742
	Iteration 70Q: 3 clusters Score -716228.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -716237.625000 Penalty: 4352.135742
	Iteration 71Q: 3 clusters Score -716237.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -716244.875000 Penalty: 4352.135742
	Iteration 72Q: 3 clusters Score -716244.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -716254.687500 Penalty: 4352.135742
	Iteration 73Q: 3 clusters Score -716254.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -716263.125000 Penalty: 4352.135742
	Iteration 74Q: 3 clusters Score -716263.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -716267.562500 Penalty: 4352.135742
	Iteration 75Q: 3 clusters Score -716267.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -716273.437500 Penalty: 4352.135742
	Iteration 76Q: 3 clusters Score -716273.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -716277.437500 Penalty: 4352.135742
	Iteration 77Q: 3 clusters Score -716277.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -716281.250000 Penalty: 4352.135742
	Iteration 78Q: 3 clusters Score -716281.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -716286.062500 Penalty: 4352.135742
	Iteration 79Q: 3 clusters Score -716286.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -716286.250000 Penalty: 4352.135742
	Iteration 80F: 3 clusters Score -716286.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -716289.000000 Penalty: 4352.135742
	Iteration 81Q: 3 clusters Score -716289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -716289.500000 Penalty: 4352.135742
	Iteration 82Q: 3 clusters Score -716289.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -716290.812500 Penalty: 4352.135742
	Iteration 83Q: 3 clusters Score -716290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -716292.750000 Penalty: 4352.135742
	Iteration 84Q: 3 clusters Score -716292.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -716292.750000 Penalty: 4352.135742
	Iteration 85F: 3 clusters Score -716292.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 209891 members 
Mstep: Class 2 contains 88225 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 2961 members 
Mstep: Class 5 contains 66972 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 5999 members 
Mstep: Class 8 contains 56441 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 58992 members 
Mstep: Class 11 contains 7081 members 
Mstep: Class 12 contains 24374 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 16563 members 
Mstep: Class 15 contains 21093 members 
Mstep: Class 16 contains 5654 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 84404 members 
Mstep: Class 20 contains 285429 members 
Mstep: Class 21 contains 282787 members 
Mstep: Class 22 contains 4127 members 
Mstep: Class 23 contains 3053 members 
Entering Unmasked Estep 
Score: -147902496.000000 Penalty: 80056.218750
Splitting cluster 6 changes total score from -147895856.000000 to -147902496.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (5999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Entering Unmasked Estep 
Score: -702117.812500 Penalty: 2157.438477
	Iteration 0F: 2 clusters Score -702117.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -697003.500000 Penalty: 4314.876953
	Iteration 0F: 3 clusters Score -697003.5 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -698515.562500 Penalty: 4314.876953
	Iteration 1F: 3 clusters Score -698515.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -698978.062500 Penalty: 4314.876953
	Iteration 2F: 3 clusters Score -698978.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -699363.812500 Penalty: 4314.876953
	Iteration 3F: 3 clusters Score -699363.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -699752.375000 Penalty: 4314.876953
	Iteration 4F: 3 clusters Score -699752.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -700176.187500 Penalty: 4314.876953
	Iteration 5F: 3 clusters Score -700176.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -700638.062500 Penalty: 4314.876953
	Iteration 6F: 3 clusters Score -700638.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -701135.000000 Penalty: 4314.876953
	Iteration 7F: 3 clusters Score -701135 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -701571.250000 Penalty: 4314.876953
	Iteration 8F: 3 clusters Score -701571.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -701981.687500 Penalty: 4314.876953
	Iteration 9Q: 3 clusters Score -701981.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -702558.375000 Penalty: 4314.876953
	Iteration 10Q: 3 clusters Score -702558.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -703545.562500 Penalty: 4314.876953
	Iteration 11F: 3 clusters Score -703545.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -705319.812500 Penalty: 4314.876953
	Iteration 12F: 3 clusters Score -705319.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -706591.187500 Penalty: 4314.876953
	Iteration 13F: 3 clusters Score -706591.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -707280.812500 Penalty: 4314.876953
	Iteration 14F: 3 clusters Score -707280.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -707799.687500 Penalty: 4314.876953
	Iteration 15F: 3 clusters Score -707799.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -708280.312500 Penalty: 4314.876953
	Iteration 16F: 3 clusters Score -708280.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -708881.687500 Penalty: 4314.876953
	Iteration 17Q: 3 clusters Score -708881.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -709995.375000 Penalty: 4314.876953
	Iteration 18Q: 3 clusters Score -709995.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -710933.937500 Penalty: 4314.876953
	Iteration 19Q: 3 clusters Score -710933.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -711224.625000 Penalty: 4314.876953
	Iteration 20F: 3 clusters Score -711224.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -711250.500000 Penalty: 4314.876953
	Iteration 21Q: 3 clusters Score -711250.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -711252.500000 Penalty: 4314.876953
	Iteration 22Q: 3 clusters Score -711252.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -711255.750000 Penalty: 4314.876953
	Iteration 23Q: 3 clusters Score -711255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -711253.500000 Penalty: 4314.876953
	Iteration 24Q: 3 clusters Score -711253.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -711253.500000 Penalty: 4314.876953
	Iteration 25F: 3 clusters Score -711253.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 209891 members 
Mstep: Class 2 contains 88225 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 2961 members 
Mstep: Class 5 contains 66972 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 1584 members 
Mstep: Class 8 contains 56441 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 58992 members 
Mstep: Class 11 contains 7081 members 
Mstep: Class 12 contains 24374 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 16563 members 
Mstep: Class 15 contains 21093 members 
Mstep: Class 16 contains 5654 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 84404 members 
Mstep: Class 20 contains 285429 members 
Mstep: Class 21 contains 282787 members 
Mstep: Class 22 contains 4127 members 
Mstep: Class 23 contains 3053 members 
Mstep: Class 24 contains 4415 members 
Entering Unmasked Estep 
Score: -147910736.000000 Penalty: 83536.929688
Splitting cluster 7 changes total score from -147895856.000000 to -147910736.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (56441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Entering Unmasked Estep 
Score: -6729662.500000 Penalty: 2713.355957
	Iteration 0F: 2 clusters Score -6729662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -6691684.000000 Penalty: 5426.711914
	Iteration 0F: 3 clusters Score -6691684 nChanged 26119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -6706696.500000 Penalty: 5426.711914
	Iteration 1F: 3 clusters Score -6706696 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -6708218.500000 Penalty: 5426.711914
	Iteration 2F: 3 clusters Score -6708218 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -6710324.500000 Penalty: 5426.711914
	Iteration 3F: 3 clusters Score -6710324 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -6713204.500000 Penalty: 5426.711914
	Iteration 4F: 3 clusters Score -6713204 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -6716220.500000 Penalty: 5426.711914
	Iteration 5F: 3 clusters Score -6716220 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -6718923.500000 Penalty: 5426.711914
	Iteration 6F: 3 clusters Score -6718924 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -6721041.500000 Penalty: 5426.711914
	Iteration 7F: 3 clusters Score -6721042 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -6722584.000000 Penalty: 5426.711914
	Iteration 8Q: 3 clusters Score -6722584 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -6723725.500000 Penalty: 5426.711914
	Iteration 9Q: 3 clusters Score -6723726 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -6724592.500000 Penalty: 5426.711914
	Iteration 10Q: 3 clusters Score -6724592 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51751 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -6725240.500000 Penalty: 5426.711914
	Iteration 11Q: 3 clusters Score -6725240 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -6725758.000000 Penalty: 5426.711914
	Iteration 12Q: 3 clusters Score -6725758 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -6726156.000000 Penalty: 5426.711914
	Iteration 13Q: 3 clusters Score -6726156 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -6726495.000000 Penalty: 5426.711914
	Iteration 14Q: 3 clusters Score -6726495 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -6726757.000000 Penalty: 5426.711914
	Iteration 15Q: 3 clusters Score -6726757 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6726990.000000 Penalty: 5426.711914
	Iteration 16Q: 3 clusters Score -6726990 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6727153.000000 Penalty: 5426.711914
	Iteration 17Q: 3 clusters Score -6727153 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6727256.500000 Penalty: 5426.711914
	Iteration 18Q: 3 clusters Score -6727256 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6727323.000000 Penalty: 5426.711914
	Iteration 19Q: 3 clusters Score -6727323 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6727369.500000 Penalty: 5426.711914
	Iteration 20F: 3 clusters Score -6727370 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6727427.500000 Penalty: 5426.711914
	Iteration 21Q: 3 clusters Score -6727428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -6727453.500000 Penalty: 5426.711914
	Iteration 22Q: 3 clusters Score -6727454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55487 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6727476.000000 Penalty: 5426.711914
	Iteration 23Q: 3 clusters Score -6727476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6727494.000000 Penalty: 5426.711914
	Iteration 24Q: 3 clusters Score -6727494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6727512.500000 Penalty: 5426.711914
	Iteration 25Q: 3 clusters Score -6727512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6727524.000000 Penalty: 5426.711914
	Iteration 26Q: 3 clusters Score -6727524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55585 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6727539.500000 Penalty: 5426.711914
	Iteration 27Q: 3 clusters Score -6727540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55598 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6727546.500000 Penalty: 5426.711914
	Iteration 28Q: 3 clusters Score -6727546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6727548.500000 Penalty: 5426.711914
	Iteration 29Q: 3 clusters Score -6727548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55618 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6727549.000000 Penalty: 5426.711914
	Iteration 30Q: 3 clusters Score -6727549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55628 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6727567.500000 Penalty: 5426.711914
	Iteration 31Q: 3 clusters Score -6727568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6727572.500000 Penalty: 5426.711914
	Iteration 32Q: 3 clusters Score -6727572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -6727571.500000 Penalty: 5426.711914
	Iteration 33Q: 3 clusters Score -6727572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6727568.500000 Penalty: 5426.711914
	Iteration 34Q: 3 clusters Score -6727568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6727576.000000 Penalty: 5426.711914
	Iteration 35Q: 3 clusters Score -6727576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55661 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6727582.500000 Penalty: 5426.711914
	Iteration 36Q: 3 clusters Score -6727582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6727584.500000 Penalty: 5426.711914
	Iteration 37Q: 3 clusters Score -6727584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6727588.500000 Penalty: 5426.711914
	Iteration 38Q: 3 clusters Score -6727588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6727599.500000 Penalty: 5426.711914
	Iteration 39Q: 3 clusters Score -6727600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6727601.500000 Penalty: 5426.711914
	Iteration 40F: 3 clusters Score -6727602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6727608.500000 Penalty: 5426.711914
	Iteration 41Q: 3 clusters Score -6727608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55692 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -6727608.500000 Penalty: 5426.711914
	Iteration 42Q: 3 clusters Score -6727608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55697 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6727625.000000 Penalty: 5426.711914
	Iteration 43Q: 3 clusters Score -6727625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6727617.500000 Penalty: 5426.711914
	Iteration 44Q: 3 clusters Score -6727618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6727623.000000 Penalty: 5426.711914
	Iteration 45Q: 3 clusters Score -6727623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55703 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6727623.000000 Penalty: 5426.711914
	Iteration 46Q: 3 clusters Score -6727623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6727621.500000 Penalty: 5426.711914
	Iteration 47Q: 3 clusters Score -6727622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55706 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -6727624.500000 Penalty: 5426.711914
	Iteration 48Q: 3 clusters Score -6727624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6727632.000000 Penalty: 5426.711914
	Iteration 49Q: 3 clusters Score -6727632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6727640.000000 Penalty: 5426.711914
	Iteration 50Q: 3 clusters Score -6727640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -6727639.500000 Penalty: 5426.711914
	Iteration 51Q: 3 clusters Score -6727640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6727644.000000 Penalty: 5426.711914
	Iteration 52Q: 3 clusters Score -6727644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6727650.500000 Penalty: 5426.711914
	Iteration 53Q: 3 clusters Score -6727650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6727656.000000 Penalty: 5426.711914
	Iteration 54Q: 3 clusters Score -6727656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6727664.500000 Penalty: 5426.711914
	Iteration 55Q: 3 clusters Score -6727664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6727680.000000 Penalty: 5426.711914
	Iteration 56Q: 3 clusters Score -6727680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6727693.000000 Penalty: 5426.711914
	Iteration 57Q: 3 clusters Score -6727693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6727712.500000 Penalty: 5426.711914
	Iteration 58Q: 3 clusters Score -6727712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6727725.500000 Penalty: 5426.711914
	Iteration 59Q: 3 clusters Score -6727726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55793 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6727735.000000 Penalty: 5426.711914
	Iteration 60F: 3 clusters Score -6727735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6727744.500000 Penalty: 5426.711914
	Iteration 61Q: 3 clusters Score -6727744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55800 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6727749.500000 Penalty: 5426.711914
	Iteration 62Q: 3 clusters Score -6727750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6727752.500000 Penalty: 5426.711914
	Iteration 63Q: 3 clusters Score -6727752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6727745.500000 Penalty: 5426.711914
	Iteration 64Q: 3 clusters Score -6727746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6727751.000000 Penalty: 5426.711914
	Iteration 65Q: 3 clusters Score -6727751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6727753.000000 Penalty: 5426.711914
	Iteration 66Q: 3 clusters Score -6727753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6727746.000000 Penalty: 5426.711914
	Iteration 67Q: 3 clusters Score -6727746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6727756.000000 Penalty: 5426.711914
	Iteration 68Q: 3 clusters Score -6727756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6727753.500000 Penalty: 5426.711914
	Iteration 69Q: 3 clusters Score -6727754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55808 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6727753.500000 Penalty: 5426.711914
	Iteration 70F: 3 clusters Score -6727754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Entering Unmasked Estep 
Score: -190461.359375 Penalty: 1894.153687
	Iteration 0F: 2 clusters Score -190461.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -188156.953125 Penalty: 3788.307373
	Iteration 0F: 3 clusters Score -188157 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -190973.656250 Penalty: 3788.307373
	Iteration 1F: 3 clusters Score -190973.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -194941.421875 Penalty: 3788.307373
	Iteration 2F: 3 clusters Score -194941.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -198115.828125 Penalty: 3788.307373
	Iteration 3F: 3 clusters Score -198115.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -198950.593750 Penalty: 3788.307373
	Iteration 4Q: 3 clusters Score -198950.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -199072.734375 Penalty: 3788.307373
	Iteration 5Q: 3 clusters Score -199072.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -199194.031250 Penalty: 3788.307373
	Iteration 6Q: 3 clusters Score -199194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -199237.578125 Penalty: 3788.307373
	Iteration 7Q: 3 clusters Score -199237.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -199248.078125 Penalty: 3788.307373
	Iteration 8Q: 3 clusters Score -199248.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -199268.515625 Penalty: 3788.307373
	Iteration 9Q: 3 clusters Score -199268.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -199303.500000 Penalty: 3788.307373
	Iteration 10Q: 3 clusters Score -199303.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -199326.328125 Penalty: 3788.307373
	Iteration 11Q: 3 clusters Score -199326.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -199350.796875 Penalty: 3788.307373
	Iteration 12Q: 3 clusters Score -199350.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -199369.062500 Penalty: 3788.307373
	Iteration 13Q: 3 clusters Score -199369.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -199386.859375 Penalty: 3788.307373
	Iteration 14Q: 3 clusters Score -199386.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -199396.843750 Penalty: 3788.307373
	Iteration 15Q: 3 clusters Score -199396.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -199402.890625 Penalty: 3788.307373
	Iteration 16Q: 3 clusters Score -199402.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -199407.703125 Penalty: 3788.307373
	Iteration 17Q: 3 clusters Score -199407.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -199415.609375 Penalty: 3788.307373
	Iteration 18Q: 3 clusters Score -199415.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -199421.046875 Penalty: 3788.307373
	Iteration 19Q: 3 clusters Score -199421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -199453.328125 Penalty: 3788.307373
	Iteration 20F: 3 clusters Score -199453.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -199536.937500 Penalty: 3788.307373
	Iteration 21Q: 3 clusters Score -199536.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -199659.781250 Penalty: 3788.307373
	Iteration 22Q: 3 clusters Score -199659.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -199839.656250 Penalty: 3788.307373
	Iteration 23Q: 3 clusters Score -199839.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -200096.703125 Penalty: 3788.307373
	Iteration 24Q: 3 clusters Score -200096.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -200420.593750 Penalty: 3788.307373
	Iteration 25Q: 3 clusters Score -200420.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -200712.187500 Penalty: 3788.307373
	Iteration 26Q: 3 clusters Score -200712.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -200915.875000 Penalty: 3788.307373
	Iteration 27Q: 3 clusters Score -200915.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -201136.625000 Penalty: 3788.307373
	Iteration 28Q: 3 clusters Score -201136.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -201503.296875 Penalty: 3788.307373
	Iteration 29Q: 3 clusters Score -201503.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -201856.812500 Penalty: 3788.307373
	Iteration 30Q: 3 clusters Score -201856.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -201931.156250 Penalty: 3788.307373
	Iteration 31Q: 3 clusters Score -201931.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -201931.156250 Penalty: 3788.307373
	Iteration 32F: 3 clusters Score -201931.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 209891 members 
Mstep: Class 2 contains 88225 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 2961 members 
Mstep: Class 5 contains 66972 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 1584 members 
Mstep: Class 8 contains 56441 members 
Mstep: Class 9 contains 836 members 
Mstep: Class 10 contains 58992 members 
Mstep: Class 11 contains 7081 members 
Mstep: Class 12 contains 24374 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 16563 members 
Mstep: Class 15 contains 21093 members 
Mstep: Class 16 contains 5654 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 84404 members 
Mstep: Class 20 contains 285429 members 
Mstep: Class 21 contains 282787 members 
Mstep: Class 22 contains 4127 members 
Mstep: Class 23 contains 3053 members 
Mstep: Class 24 contains 4415 members 
Mstep: Class 25 contains 1239 members 
Entering Unmasked Estep 
Score: -147920720.000000 Penalty: 87017.632812
Splitting cluster 9 changes total score from -147895856.000000 to -147920720.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (58992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Entering Unmasked Estep 
Score: -7114280.500000 Penalty: 2724.318848
	Iteration 0F: 2 clusters Score -7114280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -7074657.500000 Penalty: 5448.637695
	Iteration 0F: 3 clusters Score -7074658 nChanged 27386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -7089913.000000 Penalty: 5448.637695
	Iteration 1F: 3 clusters Score -7089913 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -7090546.000000 Penalty: 5448.637695
	Iteration 2Q: 3 clusters Score -7090546 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -7091304.000000 Penalty: 5448.637695
	Iteration 3Q: 3 clusters Score -7091304 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -7091964.000000 Penalty: 5448.637695
	Iteration 4Q: 3 clusters Score -7091964 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -7092636.500000 Penalty: 5448.637695
	Iteration 5Q: 3 clusters Score -7092636 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -7093377.000000 Penalty: 5448.637695
	Iteration 6Q: 3 clusters Score -7093377 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -7094198.500000 Penalty: 5448.637695
	Iteration 7Q: 3 clusters Score -7094198 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -7095089.500000 Penalty: 5448.637695
	Iteration 8Q: 3 clusters Score -7095090 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -7096139.500000 Penalty: 5448.637695
	Iteration 9Q: 3 clusters Score -7096140 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -7097537.500000 Penalty: 5448.637695
	Iteration 10Q: 3 clusters Score -7097538 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -7099593.000000 Penalty: 5448.637695
	Iteration 11F: 3 clusters Score -7099593 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -7102443.000000 Penalty: 5448.637695
	Iteration 12F: 3 clusters Score -7102443 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -7105494.000000 Penalty: 5448.637695
	Iteration 13F: 3 clusters Score -7105494 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -7107986.000000 Penalty: 5448.637695
	Iteration 14F: 3 clusters Score -7107986 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -7109929.500000 Penalty: 5448.637695
	Iteration 15Q: 3 clusters Score -7109930 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -7111414.000000 Penalty: 5448.637695
	Iteration 16Q: 3 clusters Score -7111414 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -7112528.000000 Penalty: 5448.637695
	Iteration 17Q: 3 clusters Score -7112528 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -7113295.500000 Penalty: 5448.637695
	Iteration 18Q: 3 clusters Score -7113296 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -7113831.500000 Penalty: 5448.637695
	Iteration 19Q: 3 clusters Score -7113832 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -7114207.000000 Penalty: 5448.637695
	Iteration 20F: 3 clusters Score -7114207 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -7114491.000000 Penalty: 5448.637695
	Iteration 21Q: 3 clusters Score -7114491 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -7114745.500000 Penalty: 5448.637695
	Iteration 22Q: 3 clusters Score -7114746 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -7114993.000000 Penalty: 5448.637695
	Iteration 23Q: 3 clusters Score -7114993 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -7115225.000000 Penalty: 5448.637695
	Iteration 24Q: 3 clusters Score -7115225 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -7115533.000000 Penalty: 5448.637695
	Iteration 25Q: 3 clusters Score -7115533 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -7115937.000000 Penalty: 5448.637695
	Iteration 26Q: 3 clusters Score -7115937 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -7116256.500000 Penalty: 5448.637695
	Iteration 27Q: 3 clusters Score -7116256 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -7116471.500000 Penalty: 5448.637695
	Iteration 28Q: 3 clusters Score -7116472 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -7116637.000000 Penalty: 5448.637695
	Iteration 29Q: 3 clusters Score -7116637 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -7116744.500000 Penalty: 5448.637695
	Iteration 30Q: 3 clusters Score -7116744 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -7116791.500000 Penalty: 5448.637695
	Iteration 31Q: 3 clusters Score -7116792 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -7116841.500000 Penalty: 5448.637695
	Iteration 32Q: 3 clusters Score -7116842 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -7116890.500000 Penalty: 5448.637695
	Iteration 33Q: 3 clusters Score -7116890 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -7116873.000000 Penalty: 5448.637695
	Iteration 34Q: 3 clusters Score -7116873 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -7116891.000000 Penalty: 5448.637695
	Iteration 35Q: 3 clusters Score -7116891 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -7116886.000000 Penalty: 5448.637695
	Iteration 36Q: 3 clusters Score -7116886 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -7116919.500000 Penalty: 5448.637695
	Iteration 37Q: 3 clusters Score -7116920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -7116907.000000 Penalty: 5448.637695
	Iteration 38Q: 3 clusters Score -7116907 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -7116910.000000 Penalty: 5448.637695
	Iteration 39Q: 3 clusters Score -7116910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -7116914.500000 Penalty: 5448.637695
	Iteration 40F: 3 clusters Score -7116914 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -7116918.500000 Penalty: 5448.637695
	Iteration 41Q: 3 clusters Score -7116918 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -7116926.500000 Penalty: 5448.637695
	Iteration 42Q: 3 clusters Score -7116926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -7116922.000000 Penalty: 5448.637695
	Iteration 43Q: 3 clusters Score -7116922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -7116928.000000 Penalty: 5448.637695
	Iteration 44Q: 3 clusters Score -7116928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -7116921.000000 Penalty: 5448.637695
	Iteration 45Q: 3 clusters Score -7116921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -7116922.000000 Penalty: 5448.637695
	Iteration 46Q: 3 clusters Score -7116922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -7116929.000000 Penalty: 5448.637695
	Iteration 47Q: 3 clusters Score -7116929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -7116930.000000 Penalty: 5448.637695
	Iteration 48Q: 3 clusters Score -7116930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -7116935.500000 Penalty: 5448.637695
	Iteration 49Q: 3 clusters Score -7116936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -7116932.500000 Penalty: 5448.637695
	Iteration 50Q: 3 clusters Score -7116932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -7116937.500000 Penalty: 5448.637695
	Iteration 51Q: 3 clusters Score -7116938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -7116932.500000 Penalty: 5448.637695
	Iteration 52Q: 3 clusters Score -7116932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -7116933.000000 Penalty: 5448.637695
	Iteration 53Q: 3 clusters Score -7116933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -7116936.000000 Penalty: 5448.637695
	Iteration 54Q: 3 clusters Score -7116936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -7116937.000000 Penalty: 5448.637695
	Iteration 55Q: 3 clusters Score -7116937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -7116940.500000 Penalty: 5448.637695
	Iteration 56Q: 3 clusters Score -7116940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -7116940.500000 Penalty: 5448.637695
	Iteration 57F: 3 clusters Score -7116940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 209891 members 
Mstep: Class 2 contains 88225 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 2961 members 
Mstep: Class 5 contains 66972 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 1584 members 
Mstep: Class 8 contains 56441 members 
Mstep: Class 9 contains 836 members 
Mstep: Class 10 contains 15166 members 
Mstep: Class 11 contains 7081 members 
Mstep: Class 12 contains 24374 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 16563 members 
Mstep: Class 15 contains 21093 members 
Mstep: Class 16 contains 5654 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 84404 members 
Mstep: Class 20 contains 285429 members 
Mstep: Class 21 contains 282787 members 
Mstep: Class 22 contains 4127 members 
Mstep: Class 23 contains 3053 members 
Mstep: Class 24 contains 4415 members 
Mstep: Class 25 contains 1239 members 
Mstep: Class 26 contains 43826 members 
Entering Unmasked Estep 
Score: -147922816.000000 Penalty: 90498.335938
Splitting cluster 10 changes total score from -147895856.000000 to -147922816.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 12 (24374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Entering Unmasked Estep 
Score: -2871625.000000 Penalty: 2505.115723
	Iteration 0F: 2 clusters Score -2871625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2854719.750000 Penalty: 5010.231445
	Iteration 0F: 3 clusters Score -2854720 nChanged 10895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2860722.750000 Penalty: 5010.231445
	Iteration 1F: 3 clusters Score -2860723 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2861650.750000 Penalty: 5010.231445
	Iteration 2F: 3 clusters Score -2861651 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2863561.250000 Penalty: 5010.231445
	Iteration 3F: 3 clusters Score -2863561 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2865847.250000 Penalty: 5010.231445
	Iteration 4F: 3 clusters Score -2865847 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2867839.000000 Penalty: 5010.231445
	Iteration 5F: 3 clusters Score -2867839 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2869438.250000 Penalty: 5010.231445
	Iteration 6F: 3 clusters Score -2869438 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2870624.500000 Penalty: 5010.231445
	Iteration 7F: 3 clusters Score -2870624 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2871496.500000 Penalty: 5010.231445
	Iteration 8Q: 3 clusters Score -2871496 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2872274.750000 Penalty: 5010.231445
	Iteration 9Q: 3 clusters Score -2872275 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2872867.750000 Penalty: 5010.231445
	Iteration 10Q: 3 clusters Score -2872868 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -2873276.500000 Penalty: 5010.231445
	Iteration 11Q: 3 clusters Score -2873276 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2873640.500000 Penalty: 5010.231445
	Iteration 12Q: 3 clusters Score -2873640 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2873850.250000 Penalty: 5010.231445
	Iteration 13Q: 3 clusters Score -2873850 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2873979.000000 Penalty: 5010.231445
	Iteration 14Q: 3 clusters Score -2873979 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2874038.250000 Penalty: 5010.231445
	Iteration 15Q: 3 clusters Score -2874038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2874079.750000 Penalty: 5010.231445
	Iteration 16Q: 3 clusters Score -2874080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2874096.250000 Penalty: 5010.231445
	Iteration 17Q: 3 clusters Score -2874096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2874098.000000 Penalty: 5010.231445
	Iteration 18Q: 3 clusters Score -2874098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2874103.500000 Penalty: 5010.231445
	Iteration 19Q: 3 clusters Score -2874104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2874104.750000 Penalty: 5010.231445
	Iteration 20F: 3 clusters Score -2874105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2874100.250000 Penalty: 5010.231445
	Iteration 21Q: 3 clusters Score -2874100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2874097.750000 Penalty: 5010.231445
	Iteration 22Q: 3 clusters Score -2874098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2874103.750000 Penalty: 5010.231445
	Iteration 23Q: 3 clusters Score -2874104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2874107.500000 Penalty: 5010.231445
	Iteration 24Q: 3 clusters Score -2874108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2874102.750000 Penalty: 5010.231445
	Iteration 25Q: 3 clusters Score -2874103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2874107.750000 Penalty: 5010.231445
	Iteration 26Q: 3 clusters Score -2874108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2874103.000000 Penalty: 5010.231445
	Iteration 27Q: 3 clusters Score -2874103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2874107.750000 Penalty: 5010.231445
	Iteration 28Q: 3 clusters Score -2874108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2874111.750000 Penalty: 5010.231445
	Iteration 29Q: 3 clusters Score -2874112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2874112.250000 Penalty: 5010.231445
	Iteration 30Q: 3 clusters Score -2874112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2874112.250000 Penalty: 5010.231445
	Iteration 31F: 3 clusters Score -2874112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 209891 members 
Mstep: Class 2 contains 88225 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 2961 members 
Mstep: Class 5 contains 66972 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 1584 members 
Mstep: Class 8 contains 56441 members 
Mstep: Class 9 contains 836 members 
Mstep: Class 10 contains 15166 members 
Mstep: Class 11 contains 7081 members 
Mstep: Class 12 contains 22513 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 16563 members 
Mstep: Class 15 contains 21093 members 
Mstep: Class 16 contains 5654 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 84404 members 
Mstep: Class 20 contains 285429 members 
Mstep: Class 21 contains 282787 members 
Mstep: Class 22 contains 4127 members 
Mstep: Class 23 contains 3053 members 
Mstep: Class 24 contains 4415 members 
Mstep: Class 25 contains 1239 members 
Mstep: Class 26 contains 43826 members 
Mstep: Class 27 contains 1861 members 
Entering Unmasked Estep 
Score: -147924160.000000 Penalty: 93979.039062
Splitting cluster 12 changes total score from -147895856.000000 to -147924160.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (3054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Entering Unmasked Estep 
Score: -365751.000000 Penalty: 1990.003418
	Iteration 0F: 2 clusters Score -365751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -362491.468750 Penalty: 3980.006836
	Iteration 0F: 3 clusters Score -362491.5 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -363182.187500 Penalty: 3980.006836
	Iteration 1F: 3 clusters Score -363182.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -363408.375000 Penalty: 3980.006836
	Iteration 2F: 3 clusters Score -363408.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -363552.468750 Penalty: 3980.006836
	Iteration 3Q: 3 clusters Score -363552.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -363692.750000 Penalty: 3980.006836
	Iteration 4Q: 3 clusters Score -363692.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -363801.812500 Penalty: 3980.006836
	Iteration 5Q: 3 clusters Score -363801.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -363909.187500 Penalty: 3980.006836
	Iteration 6Q: 3 clusters Score -363909.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -364019.593750 Penalty: 3980.006836
	Iteration 7Q: 3 clusters Score -364019.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -364116.187500 Penalty: 3980.006836
	Iteration 8Q: 3 clusters Score -364116.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -364188.593750 Penalty: 3980.006836
	Iteration 9Q: 3 clusters Score -364188.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -364266.593750 Penalty: 3980.006836
	Iteration 10Q: 3 clusters Score -364266.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -364332.500000 Penalty: 3980.006836
	Iteration 11Q: 3 clusters Score -364332.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -364380.718750 Penalty: 3980.006836
	Iteration 12Q: 3 clusters Score -364380.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -364438.812500 Penalty: 3980.006836
	Iteration 13Q: 3 clusters Score -364438.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -364499.468750 Penalty: 3980.006836
	Iteration 14Q: 3 clusters Score -364499.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -364545.875000 Penalty: 3980.006836
	Iteration 15Q: 3 clusters Score -364545.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -364598.250000 Penalty: 3980.006836
	Iteration 16Q: 3 clusters Score -364598.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -364654.468750 Penalty: 3980.006836
	Iteration 17Q: 3 clusters Score -364654.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -364698.062500 Penalty: 3980.006836
	Iteration 18Q: 3 clusters Score -364698.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -364748.625000 Penalty: 3980.006836
	Iteration 19Q: 3 clusters Score -364748.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -364793.843750 Penalty: 3980.006836
	Iteration 20F: 3 clusters Score -364793.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -364820.562500 Penalty: 3980.006836
	Iteration 21Q: 3 clusters Score -364820.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -364836.187500 Penalty: 3980.006836
	Iteration 22Q: 3 clusters Score -364836.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -364843.375000 Penalty: 3980.006836
	Iteration 23Q: 3 clusters Score -364843.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -364846.937500 Penalty: 3980.006836
	Iteration 24Q: 3 clusters Score -364846.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -364849.406250 Penalty: 3980.006836
	Iteration 25Q: 3 clusters Score -364849.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -364853.093750 Penalty: 3980.006836
	Iteration 26Q: 3 clusters Score -364853.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -364855.562500 Penalty: 3980.006836
	Iteration 27Q: 3 clusters Score -364855.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -364858.062500 Penalty: 3980.006836
	Iteration 28Q: 3 clusters Score -364858.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -364860.937500 Penalty: 3980.006836
	Iteration 29Q: 3 clusters Score -364860.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -364863.062500 Penalty: 3980.006836
	Iteration 30Q: 3 clusters Score -364863.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -364865.062500 Penalty: 3980.006836
	Iteration 31Q: 3 clusters Score -364865.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -364868.031250 Penalty: 3980.006836
	Iteration 32Q: 3 clusters Score -364868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -364871.843750 Penalty: 3980.006836
	Iteration 33Q: 3 clusters Score -364871.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -364875.281250 Penalty: 3980.006836
	Iteration 34Q: 3 clusters Score -364875.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -364882.656250 Penalty: 3980.006836
	Iteration 35Q: 3 clusters Score -364882.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -364889.906250 Penalty: 3980.006836
	Iteration 36Q: 3 clusters Score -364889.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -364897.968750 Penalty: 3980.006836
	Iteration 37Q: 3 clusters Score -364898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -364900.875000 Penalty: 3980.006836
	Iteration 38Q: 3 clusters Score -364900.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -364903.031250 Penalty: 3980.006836
	Iteration 39Q: 3 clusters Score -364903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -364904.718750 Penalty: 3980.006836
	Iteration 40F: 3 clusters Score -364904.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -364907.312500 Penalty: 3980.006836
	Iteration 41Q: 3 clusters Score -364907.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -364911.000000 Penalty: 3980.006836
	Iteration 42Q: 3 clusters Score -364911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -364916.750000 Penalty: 3980.006836
	Iteration 43Q: 3 clusters Score -364916.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -364924.312500 Penalty: 3980.006836
	Iteration 44Q: 3 clusters Score -364924.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -364936.312500 Penalty: 3980.006836
	Iteration 45Q: 3 clusters Score -364936.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -364946.531250 Penalty: 3980.006836
	Iteration 46Q: 3 clusters Score -364946.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -364953.687500 Penalty: 3980.006836
	Iteration 47Q: 3 clusters Score -364953.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -364958.750000 Penalty: 3980.006836
	Iteration 48Q: 3 clusters Score -364958.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -364970.062500 Penalty: 3980.006836
	Iteration 49Q: 3 clusters Score -364970.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -364979.906250 Penalty: 3980.006836
	Iteration 50Q: 3 clusters Score -364979.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -364992.281250 Penalty: 3980.006836
	Iteration 51Q: 3 clusters Score -364992.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -365003.093750 Penalty: 3980.006836
	Iteration 52Q: 3 clusters Score -365003.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -365007.125000 Penalty: 3980.006836
	Iteration 53Q: 3 clusters Score -365007.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -365009.875000 Penalty: 3980.006836
	Iteration 54Q: 3 clusters Score -365009.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -365014.531250 Penalty: 3980.006836
	Iteration 55Q: 3 clusters Score -365014.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -365016.718750 Penalty: 3980.006836
	Iteration 56Q: 3 clusters Score -365016.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -365018.812500 Penalty: 3980.006836
	Iteration 57Q: 3 clusters Score -365018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -365019.218750 Penalty: 3980.006836
	Iteration 58Q: 3 clusters Score -365019.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -365025.562500 Penalty: 3980.006836
	Iteration 59F: 3 clusters Score -365025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -365051.968750 Penalty: 3980.006836
	Iteration 60F: 3 clusters Score -365052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -365096.250000 Penalty: 3980.006836
	Iteration 61Q: 3 clusters Score -365096.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -365157.343750 Penalty: 3980.006836
	Iteration 62Q: 3 clusters Score -365157.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -365218.875000 Penalty: 3980.006836
	Iteration 63Q: 3 clusters Score -365218.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -365289.531250 Penalty: 3980.006836
	Iteration 64Q: 3 clusters Score -365289.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -365319.593750 Penalty: 3980.006836
	Iteration 65Q: 3 clusters Score -365319.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -365329.093750 Penalty: 3980.006836
	Iteration 66Q: 3 clusters Score -365329.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -365332.687500 Penalty: 3980.006836
	Iteration 67Q: 3 clusters Score -365332.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -365336.031250 Penalty: 3980.006836
	Iteration 68Q: 3 clusters Score -365336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -365336.687500 Penalty: 3980.006836
	Iteration 69Q: 3 clusters Score -365336.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -365337.312500 Penalty: 3980.006836
	Iteration 70Q: 3 clusters Score -365337.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -365338.906250 Penalty: 3980.006836
	Iteration 71Q: 3 clusters Score -365338.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -365340.406250 Penalty: 3980.006836
	Iteration 72Q: 3 clusters Score -365340.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -365340.406250 Penalty: 3980.006836
	Iteration 73F: 3 clusters Score -365340.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Entering Unmasked Estep 
Score: -2082388.750000 Penalty: 2409.301758
	Iteration 0F: 2 clusters Score -2082389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2070618.125000 Penalty: 4818.603516
	Iteration 0F: 3 clusters Score -2070618 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2074315.000000 Penalty: 4818.603516
	Iteration 1F: 3 clusters Score -2074315 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2074577.000000 Penalty: 4818.603516
	Iteration 2Q: 3 clusters Score -2074577 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2074769.250000 Penalty: 4818.603516
	Iteration 3Q: 3 clusters Score -2074769 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2074926.500000 Penalty: 4818.603516
	Iteration 4Q: 3 clusters Score -2074926 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2075041.750000 Penalty: 4818.603516
	Iteration 5Q: 3 clusters Score -2075042 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2075164.750000 Penalty: 4818.603516
	Iteration 6Q: 3 clusters Score -2075165 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2075277.375000 Penalty: 4818.603516
	Iteration 7Q: 3 clusters Score -2075277 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2075381.375000 Penalty: 4818.603516
	Iteration 8Q: 3 clusters Score -2075381 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2075491.875000 Penalty: 4818.603516
	Iteration 9Q: 3 clusters Score -2075492 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2075626.000000 Penalty: 4818.603516
	Iteration 10Q: 3 clusters Score -2075626 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2075745.750000 Penalty: 4818.603516
	Iteration 11Q: 3 clusters Score -2075746 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2075892.250000 Penalty: 4818.603516
	Iteration 12Q: 3 clusters Score -2075892 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2076085.250000 Penalty: 4818.603516
	Iteration 13Q: 3 clusters Score -2076085 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2076342.875000 Penalty: 4818.603516
	Iteration 14Q: 3 clusters Score -2076343 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2076710.375000 Penalty: 4818.603516
	Iteration 15Q: 3 clusters Score -2076710 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2077157.625000 Penalty: 4818.603516
	Iteration 16Q: 3 clusters Score -2077158 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2077541.000000 Penalty: 4818.603516
	Iteration 17Q: 3 clusters Score -2077541 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2077778.000000 Penalty: 4818.603516
	Iteration 18Q: 3 clusters Score -2077778 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2077905.750000 Penalty: 4818.603516
	Iteration 19Q: 3 clusters Score -2077906 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2077986.250000 Penalty: 4818.603516
	Iteration 20F: 3 clusters Score -2077986 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2078039.000000 Penalty: 4818.603516
	Iteration 21Q: 3 clusters Score -2078039 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2078082.500000 Penalty: 4818.603516
	Iteration 22Q: 3 clusters Score -2078082 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2078126.625000 Penalty: 4818.603516
	Iteration 23Q: 3 clusters Score -2078127 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2078167.125000 Penalty: 4818.603516
	Iteration 24Q: 3 clusters Score -2078167 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2078206.500000 Penalty: 4818.603516
	Iteration 25Q: 3 clusters Score -2078206 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -2078250.625000 Penalty: 4818.603516
	Iteration 26Q: 3 clusters Score -2078251 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2078294.125000 Penalty: 4818.603516
	Iteration 27Q: 3 clusters Score -2078294 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2078334.500000 Penalty: 4818.603516
	Iteration 28Q: 3 clusters Score -2078334 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2078368.500000 Penalty: 4818.603516
	Iteration 29Q: 3 clusters Score -2078368 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2078402.250000 Penalty: 4818.603516
	Iteration 30Q: 3 clusters Score -2078402 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2078425.625000 Penalty: 4818.603516
	Iteration 31Q: 3 clusters Score -2078426 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2078454.750000 Penalty: 4818.603516
	Iteration 32Q: 3 clusters Score -2078455 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2078478.750000 Penalty: 4818.603516
	Iteration 33Q: 3 clusters Score -2078479 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2078498.500000 Penalty: 4818.603516
	Iteration 34Q: 3 clusters Score -2078498 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2078522.125000 Penalty: 4818.603516
	Iteration 35Q: 3 clusters Score -2078522 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2078550.250000 Penalty: 4818.603516
	Iteration 36Q: 3 clusters Score -2078550 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -2078569.750000 Penalty: 4818.603516
	Iteration 37Q: 3 clusters Score -2078570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2078580.750000 Penalty: 4818.603516
	Iteration 38Q: 3 clusters Score -2078581 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -2078600.625000 Penalty: 4818.603516
	Iteration 39Q: 3 clusters Score -2078601 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -2078611.125000 Penalty: 4818.603516
	Iteration 40F: 3 clusters Score -2078611 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2078621.875000 Penalty: 4818.603516
	Iteration 41Q: 3 clusters Score -2078622 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2078635.000000 Penalty: 4818.603516
	Iteration 42Q: 3 clusters Score -2078635 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2078646.250000 Penalty: 4818.603516
	Iteration 43Q: 3 clusters Score -2078646 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2078663.750000 Penalty: 4818.603516
	Iteration 44Q: 3 clusters Score -2078664 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2078668.000000 Penalty: 4818.603516
	Iteration 45Q: 3 clusters Score -2078668 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2078682.000000 Penalty: 4818.603516
	Iteration 46Q: 3 clusters Score -2078682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2078695.375000 Penalty: 4818.603516
	Iteration 47Q: 3 clusters Score -2078695 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2078712.000000 Penalty: 4818.603516
	Iteration 48Q: 3 clusters Score -2078712 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2078717.750000 Penalty: 4818.603516
	Iteration 49Q: 3 clusters Score -2078718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2078722.375000 Penalty: 4818.603516
	Iteration 50Q: 3 clusters Score -2078722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2078738.125000 Penalty: 4818.603516
	Iteration 51Q: 3 clusters Score -2078738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2078739.625000 Penalty: 4818.603516
	Iteration 52Q: 3 clusters Score -2078740 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2078750.500000 Penalty: 4818.603516
	Iteration 53Q: 3 clusters Score -2078750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2078759.000000 Penalty: 4818.603516
	Iteration 54Q: 3 clusters Score -2078759 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2078766.625000 Penalty: 4818.603516
	Iteration 55Q: 3 clusters Score -2078767 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2078773.750000 Penalty: 4818.603516
	Iteration 56Q: 3 clusters Score -2078774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2078779.875000 Penalty: 4818.603516
	Iteration 57Q: 3 clusters Score -2078780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2078773.875000 Penalty: 4818.603516
	Iteration 58Q: 3 clusters Score -2078774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2078780.750000 Penalty: 4818.603516
	Iteration 59Q: 3 clusters Score -2078781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2078788.625000 Penalty: 4818.603516
	Iteration 60F: 3 clusters Score -2078789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2078798.375000 Penalty: 4818.603516
	Iteration 61Q: 3 clusters Score -2078798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2078798.500000 Penalty: 4818.603516
	Iteration 62Q: 3 clusters Score -2078798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2078801.000000 Penalty: 4818.603516
	Iteration 63Q: 3 clusters Score -2078801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2078804.875000 Penalty: 4818.603516
	Iteration 64Q: 3 clusters Score -2078805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2078809.250000 Penalty: 4818.603516
	Iteration 65Q: 3 clusters Score -2078809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2078808.125000 Penalty: 4818.603516
	Iteration 66Q: 3 clusters Score -2078808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2078812.000000 Penalty: 4818.603516
	Iteration 67Q: 3 clusters Score -2078812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2078810.250000 Penalty: 4818.603516
	Iteration 68Q: 3 clusters Score -2078810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2078807.375000 Penalty: 4818.603516
	Iteration 69Q: 3 clusters Score -2078807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2078810.375000 Penalty: 4818.603516
	Iteration 70Q: 3 clusters Score -2078810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2078808.125000 Penalty: 4818.603516
	Iteration 71Q: 3 clusters Score -2078808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2078811.125000 Penalty: 4818.603516
	Iteration 72Q: 3 clusters Score -2078811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2078811.125000 Penalty: 4818.603516
	Iteration 73Q: 3 clusters Score -2078811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2078817.125000 Penalty: 4818.603516
	Iteration 74Q: 3 clusters Score -2078817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2078814.625000 Penalty: 4818.603516
	Iteration 75Q: 3 clusters Score -2078815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2078814.625000 Penalty: 4818.603516
	Iteration 76F: 3 clusters Score -2078815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Entering Unmasked Estep 
Score: -2478618.000000 Penalty: 2469.260742
	Iteration 0F: 2 clusters Score -2478618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2463874.000000 Penalty: 4938.521484
	Iteration 0F: 3 clusters Score -2463874 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2469041.250000 Penalty: 4938.521484
	Iteration 1F: 3 clusters Score -2469041 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2469729.500000 Penalty: 4938.521484
	Iteration 2F: 3 clusters Score -2469730 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2470650.750000 Penalty: 4938.521484
	Iteration 3F: 3 clusters Score -2470651 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2472178.250000 Penalty: 4938.521484
	Iteration 4F: 3 clusters Score -2472178 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2474291.750000 Penalty: 4938.521484
	Iteration 5F: 3 clusters Score -2474292 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2476280.000000 Penalty: 4938.521484
	Iteration 6F: 3 clusters Score -2476280 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2477485.750000 Penalty: 4938.521484
	Iteration 7F: 3 clusters Score -2477486 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2478062.500000 Penalty: 4938.521484
	Iteration 8Q: 3 clusters Score -2478062 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2478308.000000 Penalty: 4938.521484
	Iteration 9Q: 3 clusters Score -2478308 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2478463.500000 Penalty: 4938.521484
	Iteration 10Q: 3 clusters Score -2478464 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2478531.500000 Penalty: 4938.521484
	Iteration 11Q: 3 clusters Score -2478532 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2478589.750000 Penalty: 4938.521484
	Iteration 12Q: 3 clusters Score -2478590 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2478650.000000 Penalty: 4938.521484
	Iteration 13Q: 3 clusters Score -2478650 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -2478738.500000 Penalty: 4938.521484
	Iteration 14Q: 3 clusters Score -2478738 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2478856.750000 Penalty: 4938.521484
	Iteration 15Q: 3 clusters Score -2478857 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2478971.250000 Penalty: 4938.521484
	Iteration 16Q: 3 clusters Score -2478971 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2479108.250000 Penalty: 4938.521484
	Iteration 17Q: 3 clusters Score -2479108 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2479254.500000 Penalty: 4938.521484
	Iteration 18Q: 3 clusters Score -2479254 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -2479369.250000 Penalty: 4938.521484
	Iteration 19Q: 3 clusters Score -2479369 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2479474.500000 Penalty: 4938.521484
	Iteration 20F: 3 clusters Score -2479474 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2479552.500000 Penalty: 4938.521484
	Iteration 21Q: 3 clusters Score -2479552 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2479608.250000 Penalty: 4938.521484
	Iteration 22Q: 3 clusters Score -2479608 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2479660.250000 Penalty: 4938.521484
	Iteration 23Q: 3 clusters Score -2479660 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2479685.000000 Penalty: 4938.521484
	Iteration 24Q: 3 clusters Score -2479685 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2479706.750000 Penalty: 4938.521484
	Iteration 25Q: 3 clusters Score -2479707 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2479726.250000 Penalty: 4938.521484
	Iteration 26Q: 3 clusters Score -2479726 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2479735.750000 Penalty: 4938.521484
	Iteration 27Q: 3 clusters Score -2479736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2479752.000000 Penalty: 4938.521484
	Iteration 28Q: 3 clusters Score -2479752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2479766.000000 Penalty: 4938.521484
	Iteration 29Q: 3 clusters Score -2479766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2479767.250000 Penalty: 4938.521484
	Iteration 30Q: 3 clusters Score -2479767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2479768.500000 Penalty: 4938.521484
	Iteration 31Q: 3 clusters Score -2479768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2479771.500000 Penalty: 4938.521484
	Iteration 32Q: 3 clusters Score -2479772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2479785.250000 Penalty: 4938.521484
	Iteration 33Q: 3 clusters Score -2479785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2479782.500000 Penalty: 4938.521484
	Iteration 34Q: 3 clusters Score -2479782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2479785.000000 Penalty: 4938.521484
	Iteration 35Q: 3 clusters Score -2479785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2479784.750000 Penalty: 4938.521484
	Iteration 36Q: 3 clusters Score -2479785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2479785.250000 Penalty: 4938.521484
	Iteration 37Q: 3 clusters Score -2479785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2479784.750000 Penalty: 4938.521484
	Iteration 38Q: 3 clusters Score -2479785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2479786.500000 Penalty: 4938.521484
	Iteration 39Q: 3 clusters Score -2479786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2479785.750000 Penalty: 4938.521484
	Iteration 40F: 3 clusters Score -2479786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 209891 members 
Mstep: Class 2 contains 88225 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 2961 members 
Mstep: Class 5 contains 66972 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 1584 members 
Mstep: Class 8 contains 56441 members 
Mstep: Class 9 contains 836 members 
Mstep: Class 10 contains 15166 members 
Mstep: Class 11 contains 7081 members 
Mstep: Class 12 contains 22513 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 16563 members 
Mstep: Class 15 contains 18272 members 
Mstep: Class 16 contains 5654 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 84404 members 
Mstep: Class 20 contains 285429 members 
Mstep: Class 21 contains 282787 members 
Mstep: Class 22 contains 4127 members 
Mstep: Class 23 contains 3053 members 
Mstep: Class 24 contains 4415 members 
Mstep: Class 25 contains 1239 members 
Mstep: Class 26 contains 43826 members 
Mstep: Class 27 contains 1861 members 
Mstep: Class 28 contains 2821 members 
Entering Unmasked Estep 
Score: -147923792.000000 Penalty: 97459.750000
Splitting cluster 15 changes total score from -147895856.000000 to -147923792.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (5654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Entering Unmasked Estep 
Score: -672990.375000 Penalty: 2142.749512
	Iteration 0F: 2 clusters Score -672990.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -668062.312500 Penalty: 4285.499023
	Iteration 0F: 3 clusters Score -668062.3 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -669316.187500 Penalty: 4285.499023
	Iteration 1F: 3 clusters Score -669316.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -669585.687500 Penalty: 4285.499023
	Iteration 2F: 3 clusters Score -669585.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -669805.812500 Penalty: 4285.499023
	Iteration 3F: 3 clusters Score -669805.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -670055.312500 Penalty: 4285.499023
	Iteration 4F: 3 clusters Score -670055.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -670408.312500 Penalty: 4285.499023
	Iteration 5F: 3 clusters Score -670408.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -671007.125000 Penalty: 4285.499023
	Iteration 6F: 3 clusters Score -671007.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -672113.312500 Penalty: 4285.499023
	Iteration 7F: 3 clusters Score -672113.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -673734.500000 Penalty: 4285.499023
	Iteration 8F: 3 clusters Score -673734.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -674943.812500 Penalty: 4285.499023
	Iteration 9F: 3 clusters Score -674943.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -676057.500000 Penalty: 4285.499023
	Iteration 10F: 3 clusters Score -676057.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -677061.375000 Penalty: 4285.499023
	Iteration 11Q: 3 clusters Score -677061.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -677113.875000 Penalty: 4285.499023
	Iteration 12Q: 3 clusters Score -677113.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -677115.437500 Penalty: 4285.499023
	Iteration 13Q: 3 clusters Score -677115.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -677115.437500 Penalty: 4285.499023
	Iteration 14F: 3 clusters Score -677115.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 209891 members 
Mstep: Class 2 contains 88225 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 2961 members 
Mstep: Class 5 contains 66972 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 1584 members 
Mstep: Class 8 contains 56441 members 
Mstep: Class 9 contains 836 members 
Mstep: Class 10 contains 15166 members 
Mstep: Class 11 contains 7081 members 
Mstep: Class 12 contains 22513 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 16563 members 
Mstep: Class 15 contains 18272 members 
Mstep: Class 16 contains 1875 members 
Mstep: Class 17 contains 1086 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 84404 members 
Mstep: Class 20 contains 285429 members 
Mstep: Class 21 contains 282787 members 
Mstep: Class 22 contains 4127 members 
Mstep: Class 23 contains 3053 members 
Mstep: Class 24 contains 4415 members 
Mstep: Class 25 contains 1239 members 
Mstep: Class 26 contains 43826 members 
Mstep: Class 27 contains 1861 members 
Mstep: Class 28 contains 2821 members 
Mstep: Class 29 contains 3779 members 
Entering Unmasked Estep 
Score: -147926480.000000 Penalty: 100940.453125
Splitting cluster 16 changes total score from -147895856.000000 to -147926480.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (1086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Entering Unmasked Estep 
Score: -110056.062500 Penalty: 1733.583618
	Iteration 0F: 2 clusters Score -110056.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -108145.500000 Penalty: 3467.167236
	Iteration 0F: 3 clusters Score -108145.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -108611.398438 Penalty: 3467.167236
	Iteration 1F: 3 clusters Score -108611.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -108916.750000 Penalty: 3467.167236
	Iteration 2F: 3 clusters Score -108916.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -109491.609375 Penalty: 3467.167236
	Iteration 3F: 3 clusters Score -109491.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -110293.054688 Penalty: 3467.167236
	Iteration 4F: 3 clusters Score -110293.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -110728.570312 Penalty: 3467.167236
	Iteration 5F: 3 clusters Score -110728.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -111419.906250 Penalty: 3467.167236
	Iteration 6Q: 3 clusters Score -111419.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -111537.289062 Penalty: 3467.167236
	Iteration 7Q: 3 clusters Score -111537.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -111578.507812 Penalty: 3467.167236
	Iteration 8Q: 3 clusters Score -111578.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -111614.656250 Penalty: 3467.167236
	Iteration 9Q: 3 clusters Score -111614.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -111657.609375 Penalty: 3467.167236
	Iteration 10Q: 3 clusters Score -111657.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -111714.937500 Penalty: 3467.167236
	Iteration 11Q: 3 clusters Score -111714.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -111766.875000 Penalty: 3467.167236
	Iteration 12Q: 3 clusters Score -111766.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -111831.945312 Penalty: 3467.167236
	Iteration 13Q: 3 clusters Score -111831.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -111929.328125 Penalty: 3467.167236
	Iteration 14Q: 3 clusters Score -111929.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -111989.093750 Penalty: 3467.167236
	Iteration 15Q: 3 clusters Score -111989.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -112110.218750 Penalty: 3467.167236
	Iteration 16Q: 3 clusters Score -112110.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -112195.257812 Penalty: 3467.167236
	Iteration 17Q: 3 clusters Score -112195.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -112200.929688 Penalty: 3467.167236
	Iteration 18Q: 3 clusters Score -112200.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -112204.437500 Penalty: 3467.167236
	Iteration 19Q: 3 clusters Score -112204.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -112205.921875 Penalty: 3467.167236
	Iteration 20F: 3 clusters Score -112205.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 209891 members 
Mstep: Class 2 contains 88225 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 2961 members 
Mstep: Class 5 contains 66972 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 1584 members 
Mstep: Class 8 contains 56441 members 
Mstep: Class 9 contains 836 members 
Mstep: Class 10 contains 15166 members 
Mstep: Class 11 contains 7081 members 
Mstep: Class 12 contains 22513 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 16563 members 
Mstep: Class 15 contains 18272 members 
Mstep: Class 16 contains 1875 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 84404 members 
Mstep: Class 20 contains 285429 members 
Mstep: Class 21 contains 282787 members 
Mstep: Class 22 contains 4127 members 
Mstep: Class 23 contains 3053 members 
Mstep: Class 24 contains 4415 members 
Mstep: Class 25 contains 1239 members 
Mstep: Class 26 contains 43826 members 
Mstep: Class 27 contains 1861 members 
Mstep: Class 28 contains 2821 members 
Mstep: Class 29 contains 3779 members 
Mstep: Class 30 contains 675 members 
Entering Unmasked Estep 
Score: -147926928.000000 Penalty: 104421.156250
Splitting cluster 17 changes total score from -147895856.000000 to -147926928.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (84404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84404 members 
Entering Unmasked Estep 
Score: -9762172.000000 Penalty: 2813.155762
	Iteration 0F: 2 clusters Score -9762172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -9705563.000000 Penalty: 5626.311523
	Iteration 0F: 3 clusters Score -9705563 nChanged 39696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -9729631.000000 Penalty: 5626.311523
	Iteration 1F: 3 clusters Score -9729631 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -9731919.000000 Penalty: 5626.311523
	Iteration 2F: 3 clusters Score -9731919 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -9735288.000000 Penalty: 5626.311523
	Iteration 3F: 3 clusters Score -9735288 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -9739485.000000 Penalty: 5626.311523
	Iteration 4F: 3 clusters Score -9739485 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -9743755.000000 Penalty: 5626.311523
	Iteration 5F: 3 clusters Score -9743755 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -9747277.000000 Penalty: 5626.311523
	Iteration 6F: 3 clusters Score -9747277 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -9749747 nChanged 3493
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9753558 nChanged 395
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9753747 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9753747 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9753746 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9753745 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9753764 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9753771 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9753789 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9753826 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 53301 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9753868 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 53559 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9753861 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 53820 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9753895 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9753873 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9753931 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9753923 nChanged 290
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 54917 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9753956 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 55591 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9754061 nChanged 405
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9754115 nChanged 443
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 56413 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9754160 nChanged 456
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 56849 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9754233 nChanged 488
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Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 57325 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9754355 nChanged 533
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Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 57842 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9754465 nChanged 581
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 58383 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9754603 nChanged 618
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Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 58969 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9754740 nChanged 685
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 59598 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 60277 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 61000 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 61711 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 63161 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 63902 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9756432 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9756684 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 65355 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9756964 nChanged 724
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 66047 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9757380 nChanged 685
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 67377 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9757563 nChanged 632
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 67991 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 68570 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9757826 nChanged 557
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 69123 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14750 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 70176 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 70643 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9758267 nChanged 447
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Mstep: Class 1 contains 13314 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9758367 nChanged 449
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Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 71537 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 71970 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 72396 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11156 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 73643 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 73986 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9758948 nChanged 333
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Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 74315 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 74630 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9759073 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 75244 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9759169 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 75520 members 
Entering Unmasked Estep 
Score: -9759223.000000 Penalty: 5626.311523
	Iteration 73Q: 3 clusters Score -9759223 nChanged 261
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Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9759224 nChanged 232
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Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 76011 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 76430 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9759334 nChanged 193
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Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 76621 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9759324 nChanged 179
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Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 76800 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9759311 nChanged 168
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Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 76966 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 77120 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9759363 nChanged 145
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Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9759404 nChanged 137
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Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 77394 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9759433 nChanged 138
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Mstep: Class 1 contains 6874 members 
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	Iteration 84Q: 3 clusters Score -9759435 nChanged 126
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Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 77656 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6644 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 77849 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9759491 nChanged 98
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Mstep: Class 1 contains 6459 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9759524 nChanged 94
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Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 78037 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9759549 nChanged 102
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Mstep: Class 2 contains 78135 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9759560 nChanged 101
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Mstep: Class 2 contains 78228 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9759565 nChanged 106
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Mstep: Class 1 contains 6072 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9759599 nChanged 104
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Mstep: Class 1 contains 5974 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9759632 nChanged 106
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9759641 nChanged 98
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Mstep: Class 2 contains 78718 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9759684 nChanged 99
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9759718 nChanged 106
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9759721 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 79008 members 
Entering Unmasked Estep 
Score: -9759757.000000 Penalty: 5626.311523
	Iteration 99Q: 3 clusters Score -9759757 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 79100 members 
Entering Unmasked Estep 
Score: -9759752.000000 Penalty: 5626.311523
	Iteration 100F: 3 clusters Score -9759752 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 79195 members 
Entering Unmasked Estep 
Score: -9759771.000000 Penalty: 5626.311523
	Iteration 101Q: 3 clusters Score -9759771 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 79300 members 
Entering Unmasked Estep 
Score: -9759806.000000 Penalty: 5626.311523
	Iteration 102Q: 3 clusters Score -9759806 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 79402 members 
Entering Unmasked Estep 
Score: -9759815.000000 Penalty: 5626.311523
	Iteration 103Q: 3 clusters Score -9759815 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 79492 members 
Entering Unmasked Estep 
Score: -9759826.000000 Penalty: 5626.311523
	Iteration 104Q: 3 clusters Score -9759826 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -9759851.000000 Penalty: 5626.311523
	Iteration 105Q: 3 clusters Score -9759851 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 79688 members 
Entering Unmasked Estep 
Score: -9759865.000000 Penalty: 5626.311523
	Iteration 106Q: 3 clusters Score -9759865 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 79778 members 
Entering Unmasked Estep 
Score: -9759908.000000 Penalty: 5626.311523
	Iteration 107Q: 3 clusters Score -9759908 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 79857 members 
Entering Unmasked Estep 
Score: -9759916.000000 Penalty: 5626.311523
	Iteration 108Q: 3 clusters Score -9759916 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 79939 members 
Entering Unmasked Estep 
Score: -9759931.000000 Penalty: 5626.311523
	Iteration 109Q: 3 clusters Score -9759931 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 80010 members 
Entering Unmasked Estep 
Score: -9759942.000000 Penalty: 5626.311523
	Iteration 110Q: 3 clusters Score -9759942 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 80068 members 
Entering Unmasked Estep 
Score: -9759948.000000 Penalty: 5626.311523
	Iteration 111Q: 3 clusters Score -9759948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 80137 members 
Entering Unmasked Estep 
Score: -9759966.000000 Penalty: 5626.311523
	Iteration 112Q: 3 clusters Score -9759966 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 80206 members 
Entering Unmasked Estep 
Score: -9759982.000000 Penalty: 5626.311523
	Iteration 113Q: 3 clusters Score -9759982 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 80277 members 
Entering Unmasked Estep 
Score: -9759988.000000 Penalty: 5626.311523
	Iteration 114Q: 3 clusters Score -9759988 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 80352 members 
Entering Unmasked Estep 
Score: -9760007.000000 Penalty: 5626.311523
	Iteration 115Q: 3 clusters Score -9760007 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 80434 members 
Entering Unmasked Estep 
Score: -9760011.000000 Penalty: 5626.311523
	Iteration 116Q: 3 clusters Score -9760011 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 80506 members 
Entering Unmasked Estep 
Score: -9760029.000000 Penalty: 5626.311523
	Iteration 117Q: 3 clusters Score -9760029 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 80574 members 
Entering Unmasked Estep 
Score: -9760042.000000 Penalty: 5626.311523
	Iteration 118Q: 3 clusters Score -9760042 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 80644 members 
Entering Unmasked Estep 
Score: -9760050.000000 Penalty: 5626.311523
	Iteration 119Q: 3 clusters Score -9760050 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 80713 members 
Entering Unmasked Estep 
Score: -9760061.000000 Penalty: 5626.311523
	Iteration 120F: 3 clusters Score -9760061 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -9760075.000000 Penalty: 5626.311523
	Iteration 121Q: 3 clusters Score -9760075 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 80852 members 
Entering Unmasked Estep 
Score: -9760100.000000 Penalty: 5626.311523
	Iteration 122Q: 3 clusters Score -9760100 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -9760108.000000 Penalty: 5626.311523
	Iteration 123Q: 3 clusters Score -9760108 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 80974 members 
Entering Unmasked Estep 
Score: -9760128.000000 Penalty: 5626.311523
	Iteration 124Q: 3 clusters Score -9760128 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
Score: -9760159.000000 Penalty: 5626.311523
	Iteration 125Q: 3 clusters Score -9760159 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 81093 members 
Entering Unmasked Estep 
Score: -9760187.000000 Penalty: 5626.311523
	Iteration 126Q: 3 clusters Score -9760187 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 81137 members 
Entering Unmasked Estep 
Score: -9760209.000000 Penalty: 5626.311523
	Iteration 127Q: 3 clusters Score -9760209 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 81173 members 
Entering Unmasked Estep 
Score: -9760212.000000 Penalty: 5626.311523
	Iteration 128Q: 3 clusters Score -9760212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 81209 members 
Entering Unmasked Estep 
Score: -9760226.000000 Penalty: 5626.311523
	Iteration 129Q: 3 clusters Score -9760226 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 81257 members 
Entering Unmasked Estep 
Score: -9760235.000000 Penalty: 5626.311523
	Iteration 130Q: 3 clusters Score -9760235 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 81305 members 
Entering Unmasked Estep 
Score: -9760240.000000 Penalty: 5626.311523
	Iteration 131Q: 3 clusters Score -9760240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 81349 members 
Entering Unmasked Estep 
Score: -9760249.000000 Penalty: 5626.311523
	Iteration 132Q: 3 clusters Score -9760249 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 81385 members 
Entering Unmasked Estep 
Score: -9760255.000000 Penalty: 5626.311523
	Iteration 133Q: 3 clusters Score -9760255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 81412 members 
Entering Unmasked Estep 
Score: -9760257.000000 Penalty: 5626.311523
	Iteration 134Q: 3 clusters Score -9760257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 81428 members 
Entering Unmasked Estep 
Score: -9760255.000000 Penalty: 5626.311523
	Iteration 135Q: 3 clusters Score -9760255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 81447 members 
Entering Unmasked Estep 
Score: -9760251.000000 Penalty: 5626.311523
	Iteration 136Q: 3 clusters Score -9760251 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 81467 members 
Entering Unmasked Estep 
Score: -9760275.000000 Penalty: 5626.311523
	Iteration 137Q: 3 clusters Score -9760275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 81482 members 
Entering Unmasked Estep 
Score: -9760275.000000 Penalty: 5626.311523
	Iteration 138Q: 3 clusters Score -9760275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 81493 members 
Entering Unmasked Estep 
Score: -9760269.000000 Penalty: 5626.311523
	Iteration 139Q: 3 clusters Score -9760269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 81499 members 
Entering Unmasked Estep 
Score: -9760265.000000 Penalty: 5626.311523
	Iteration 140F: 3 clusters Score -9760265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 81507 members 
Entering Unmasked Estep 
Score: -9760257.000000 Penalty: 5626.311523
	Iteration 141Q: 3 clusters Score -9760257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 81519 members 
Entering Unmasked Estep 
Score: -9760275.000000 Penalty: 5626.311523
	Iteration 142Q: 3 clusters Score -9760275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 81535 members 
Entering Unmasked Estep 
Score: -9760264.000000 Penalty: 5626.311523
	Iteration 143Q: 3 clusters Score -9760264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 81546 members 
Entering Unmasked Estep 
Score: -9760278.000000 Penalty: 5626.311523
	Iteration 144Q: 3 clusters Score -9760278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 81555 members 
Entering Unmasked Estep 
Score: -9760276.000000 Penalty: 5626.311523
	Iteration 145Q: 3 clusters Score -9760276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -9760271.000000 Penalty: 5626.311523
	Iteration 146Q: 3 clusters Score -9760271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 81572 members 
Entering Unmasked Estep 
Score: -9760272.000000 Penalty: 5626.311523
	Iteration 147Q: 3 clusters Score -9760272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 81584 members 
Entering Unmasked Estep 
Score: -9760263.000000 Penalty: 5626.311523
	Iteration 148Q: 3 clusters Score -9760263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 81585 members 
Entering Unmasked Estep 
Score: -9760274.000000 Penalty: 5626.311523
	Iteration 149Q: 3 clusters Score -9760274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 81589 members 
Entering Unmasked Estep 
Score: -9760273.000000 Penalty: 5626.311523
	Iteration 150Q: 3 clusters Score -9760273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 81591 members 
Entering Unmasked Estep 
Score: -9760274.000000 Penalty: 5626.311523
	Iteration 151Q: 3 clusters Score -9760274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 81594 members 
Entering Unmasked Estep 
Score: -9760276.000000 Penalty: 5626.311523
	Iteration 152Q: 3 clusters Score -9760276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 81593 members 
Entering Unmasked Estep 
Score: -9760278.000000 Penalty: 5626.311523
	Iteration 153Q: 3 clusters Score -9760278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 81593 members 
Entering Unmasked Estep 
Score: -9760278.000000 Penalty: 5626.311523
	Iteration 154F: 3 clusters Score -9760278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (285429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285429 members 
Entering Unmasked Estep 
Score: -34958212.000000 Penalty: 3115.313721
	Iteration 0F: 2 clusters Score -3.495821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142721 members 
Mstep: Class 2 contains 142708 members 
Entering Unmasked Estep 
Score: -34792868.000000 Penalty: 6230.627441
	Iteration 0F: 3 clusters Score -3.479287e+07 nChanged 138279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142894 members 
Mstep: Class 2 contains 142535 members 
Entering Unmasked Estep 
Score: -34874136.000000 Penalty: 6230.627441
	Iteration 1F: 3 clusters Score -3.487414e+07 nChanged 7856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142962 members 
Mstep: Class 2 contains 142467 members 
Entering Unmasked Estep 
Score: -34875760.000000 Penalty: 6230.627441
	Iteration 2Q: 3 clusters Score -3.487576e+07 nChanged 8567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143121 members 
Mstep: Class 2 contains 142308 members 
Entering Unmasked Estep 
Score: -34878064.000000 Penalty: 6230.627441
	Iteration 3Q: 3 clusters Score -3.487806e+07 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143391 members 
Mstep: Class 2 contains 142038 members 
Entering Unmasked Estep 
Score: -34881428.000000 Penalty: 6230.627441
	Iteration 4Q: 3 clusters Score -3.488143e+07 nChanged 11550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143955 members 
Mstep: Class 2 contains 141474 members 
Entering Unmasked Estep 
Score: -34885908.000000 Penalty: 6230.627441
	Iteration 5Q: 3 clusters Score -3.488591e+07 nChanged 13952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144491 members 
Mstep: Class 2 contains 140938 members 
Entering Unmasked Estep 
Score: -34892924.000000 Penalty: 6230.627441
	Iteration 6Q: 3 clusters Score -3.489292e+07 nChanged 16218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144821 members 
Mstep: Class 2 contains 140608 members 
Entering Unmasked Estep 
Score: -34902104.000000 Penalty: 6230.627441
	Iteration 7F: 3 clusters Score -3.49021e+07 nChanged 17804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144565 members 
Mstep: Class 2 contains 140864 members 
Entering Unmasked Estep 
Score: -34914520.000000 Penalty: 6230.627441
	Iteration 8F: 3 clusters Score -3.491452e+07 nChanged 18430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143707 members 
Mstep: Class 2 contains 141722 members 
Entering Unmasked Estep 
Score: -34926620.000000 Penalty: 6230.627441
	Iteration 9F: 3 clusters Score -3.492662e+07 nChanged 16082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142539 members 
Mstep: Class 2 contains 142890 members 
Entering Unmasked Estep 
Score: -34936004.000000 Penalty: 6230.627441
	Iteration 10F: 3 clusters Score -3.4936e+07 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141335 members 
Mstep: Class 2 contains 144094 members 
Entering Unmasked Estep 
Score: -34939940.000000 Penalty: 6230.627441
	Iteration 11Q: 3 clusters Score -3.493994e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140320 members 
Mstep: Class 2 contains 145109 members 
Entering Unmasked Estep 
Score: -34941208.000000 Penalty: 6230.627441
	Iteration 12Q: 3 clusters Score -3.494121e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139367 members 
Mstep: Class 2 contains 146062 members 
Entering Unmasked Estep 
Score: -34941680.000000 Penalty: 6230.627441
	Iteration 13Q: 3 clusters Score -3.494168e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138445 members 
Mstep: Class 2 contains 146984 members 
Entering Unmasked Estep 
Score: -34942240.000000 Penalty: 6230.627441
	Iteration 14Q: 3 clusters Score -3.494224e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137503 members 
Mstep: Class 2 contains 147926 members 
Entering Unmasked Estep 
Score: -34942452.000000 Penalty: 6230.627441
	Iteration 15Q: 3 clusters Score -3.494245e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136557 members 
Mstep: Class 2 contains 148872 members 
Entering Unmasked Estep 
Score: -34942740.000000 Penalty: 6230.627441
	Iteration 16Q: 3 clusters Score -3.494274e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135529 members 
Mstep: Class 2 contains 149900 members 
Entering Unmasked Estep 
Score: -34942984.000000 Penalty: 6230.627441
	Iteration 17Q: 3 clusters Score -3.494298e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134413 members 
Mstep: Class 2 contains 151016 members 
Entering Unmasked Estep 
Score: -34943272.000000 Penalty: 6230.627441
	Iteration 18Q: 3 clusters Score -3.494327e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133183 members 
Mstep: Class 2 contains 152246 members 
Entering Unmasked Estep 
Score: -34943556.000000 Penalty: 6230.627441
	Iteration 19Q: 3 clusters Score -3.494356e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131850 members 
Mstep: Class 2 contains 153579 members 
Entering Unmasked Estep 
Score: -34943904.000000 Penalty: 6230.627441
	Iteration 20F: 3 clusters Score -3.49439e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130506 members 
Mstep: Class 2 contains 154923 members 
Entering Unmasked Estep 
Score: -34944264.000000 Penalty: 6230.627441
	Iteration 21Q: 3 clusters Score -3.494426e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129141 members 
Mstep: Class 2 contains 156288 members 
Entering Unmasked Estep 
Score: -34944680.000000 Penalty: 6230.627441
	Iteration 22Q: 3 clusters Score -3.494468e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127700 members 
Mstep: Class 2 contains 157729 members 
Entering Unmasked Estep 
Score: -34945104.000000 Penalty: 6230.627441
	Iteration 23Q: 3 clusters Score -3.49451e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126244 members 
Mstep: Class 2 contains 159185 members 
Entering Unmasked Estep 
Score: -34945392.000000 Penalty: 6230.627441
	Iteration 24Q: 3 clusters Score -3.494539e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124627 members 
Mstep: Class 2 contains 160802 members 
Entering Unmasked Estep 
Score: -34945816.000000 Penalty: 6230.627441
	Iteration 25Q: 3 clusters Score -3.494582e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122965 members 
Mstep: Class 2 contains 162464 members 
Entering Unmasked Estep 
Score: -34946032.000000 Penalty: 6230.627441
	Iteration 26Q: 3 clusters Score -3.494603e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121213 members 
Mstep: Class 2 contains 164216 members 
Entering Unmasked Estep 
Score: -34946624.000000 Penalty: 6230.627441
	Iteration 27Q: 3 clusters Score -3.494662e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119391 members 
Mstep: Class 2 contains 166038 members 
Entering Unmasked Estep 
Score: -34946976.000000 Penalty: 6230.627441
	Iteration 28Q: 3 clusters Score -3.494698e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117439 members 
Mstep: Class 2 contains 167990 members 
Entering Unmasked Estep 
Score: -34947116.000000 Penalty: 6230.627441
	Iteration 29Q: 3 clusters Score -3.494712e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115351 members 
Mstep: Class 2 contains 170078 members 
Entering Unmasked Estep 
Score: -34947624.000000 Penalty: 6230.627441
	Iteration 30Q: 3 clusters Score -3.494762e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113141 members 
Mstep: Class 2 contains 172288 members 
Entering Unmasked Estep 
Score: -34948280.000000 Penalty: 6230.627441
	Iteration 31Q: 3 clusters Score -3.494828e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110820 members 
Mstep: Class 2 contains 174609 members 
Entering Unmasked Estep 
Score: -34948704.000000 Penalty: 6230.627441
	Iteration 32Q: 3 clusters Score -3.49487e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108475 members 
Mstep: Class 2 contains 176954 members 
Entering Unmasked Estep 
Score: -34949304.000000 Penalty: 6230.627441
	Iteration 33Q: 3 clusters Score -3.49493e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106094 members 
Mstep: Class 2 contains 179335 members 
Entering Unmasked Estep 
Score: -34949648.000000 Penalty: 6230.627441
	Iteration 34Q: 3 clusters Score -3.494965e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103723 members 
Mstep: Class 2 contains 181706 members 
Entering Unmasked Estep 
Score: -34950300.000000 Penalty: 6230.627441
	Iteration 35Q: 3 clusters Score -3.49503e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101435 members 
Mstep: Class 2 contains 183994 members 
Entering Unmasked Estep 
Score: -34950888.000000 Penalty: 6230.627441
	Iteration 36Q: 3 clusters Score -3.495089e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99150 members 
Mstep: Class 2 contains 186279 members 
Entering Unmasked Estep 
Score: -34951336.000000 Penalty: 6230.627441
	Iteration 37Q: 3 clusters Score -3.495134e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96948 members 
Mstep: Class 2 contains 188481 members 
Entering Unmasked Estep 
Score: -34952016.000000 Penalty: 6230.627441
	Iteration 38Q: 3 clusters Score -3.495202e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94727 members 
Mstep: Class 2 contains 190702 members 
Entering Unmasked Estep 
Score: -34952424.000000 Penalty: 6230.627441
	Iteration 39Q: 3 clusters Score -3.495242e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92493 members 
Mstep: Class 2 contains 192936 members 
Entering Unmasked Estep 
Score: -34952732.000000 Penalty: 6230.627441
	Iteration 40F: 3 clusters Score -3.495273e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90228 members 
Mstep: Class 2 contains 195201 members 
Entering Unmasked Estep 
Score: -34953176.000000 Penalty: 6230.627441
	Iteration 41Q: 3 clusters Score -3.495318e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87994 members 
Mstep: Class 2 contains 197435 members 
Entering Unmasked Estep 
Score: -34953492.000000 Penalty: 6230.627441
	Iteration 42Q: 3 clusters Score -3.495349e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85811 members 
Mstep: Class 2 contains 199618 members 
Entering Unmasked Estep 
Score: -34953780.000000 Penalty: 6230.627441
	Iteration 43Q: 3 clusters Score -3.495378e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83596 members 
Mstep: Class 2 contains 201833 members 
Entering Unmasked Estep 
Score: -34953868.000000 Penalty: 6230.627441
	Iteration 44Q: 3 clusters Score -3.495387e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81415 members 
Mstep: Class 2 contains 204014 members 
Entering Unmasked Estep 
Score: -34953896.000000 Penalty: 6230.627441
	Iteration 45Q: 3 clusters Score -3.49539e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Mstep: Class 2 contains 206063 members 
Entering Unmasked Estep 
Score: -34954132.000000 Penalty: 6230.627441
	Iteration 46Q: 3 clusters Score -3.495413e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77295 members 
Mstep: Class 2 contains 208134 members 
Entering Unmasked Estep 
Score: -34954244.000000 Penalty: 6230.627441
	Iteration 47Q: 3 clusters Score -3.495424e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75362 members 
Mstep: Class 2 contains 210067 members 
Entering Unmasked Estep 
Score: -34954112.000000 Penalty: 6230.627441
	Iteration 48Q: 3 clusters Score -3.495411e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73530 members 
Mstep: Class 2 contains 211899 members 
Entering Unmasked Estep 
Score: -34954380.000000 Penalty: 6230.627441
	Iteration 49Q: 3 clusters Score -3.495438e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71741 members 
Mstep: Class 2 contains 213688 members 
Entering Unmasked Estep 
Score: -34954652.000000 Penalty: 6230.627441
	Iteration 50Q: 3 clusters Score -3.495465e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70047 members 
Mstep: Class 2 contains 215382 members 
Entering Unmasked Estep 
Score: -34954732.000000 Penalty: 6230.627441
	Iteration 51Q: 3 clusters Score -3.495473e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68407 members 
Mstep: Class 2 contains 217022 members 
Entering Unmasked Estep 
Score: -34954784.000000 Penalty: 6230.627441
	Iteration 52Q: 3 clusters Score -3.495478e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66781 members 
Mstep: Class 2 contains 218648 members 
Entering Unmasked Estep 
Score: -34954872.000000 Penalty: 6230.627441
	Iteration 53Q: 3 clusters Score -3.495487e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65278 members 
Mstep: Class 2 contains 220151 members 
Entering Unmasked Estep 
Score: -34954920.000000 Penalty: 6230.627441
	Iteration 54Q: 3 clusters Score -3.495492e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63882 members 
Mstep: Class 2 contains 221547 members 
Entering Unmasked Estep 
Score: -34954952.000000 Penalty: 6230.627441
	Iteration 55Q: 3 clusters Score -3.495495e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 222868 members 
Entering Unmasked Estep 
Score: -34954956.000000 Penalty: 6230.627441
	Iteration 56Q: 3 clusters Score -3.495496e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61286 members 
Mstep: Class 2 contains 224143 members 
Entering Unmasked Estep 
Score: -34954856.000000 Penalty: 6230.627441
	Iteration 57Q: 3 clusters Score -3.495486e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60056 members 
Mstep: Class 2 contains 225373 members 
Entering Unmasked Estep 
Score: -34954936.000000 Penalty: 6230.627441
	Iteration 58Q: 3 clusters Score -3.495494e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58872 members 
Mstep: Class 2 contains 226557 members 
Entering Unmasked Estep 
Score: -34954872.000000 Penalty: 6230.627441
	Iteration 59Q: 3 clusters Score -3.495487e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 227676 members 
Entering Unmasked Estep 
Score: -34954824.000000 Penalty: 6230.627441
	Iteration 60F: 3 clusters Score -3.495482e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 228714 members 
Entering Unmasked Estep 
Score: -34954840.000000 Penalty: 6230.627441
	Iteration 61Q: 3 clusters Score -3.495484e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 229671 members 
Entering Unmasked Estep 
Score: -34954748.000000 Penalty: 6230.627441
	Iteration 62Q: 3 clusters Score -3.495475e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 230634 members 
Entering Unmasked Estep 
Score: -34954832.000000 Penalty: 6230.627441
	Iteration 63Q: 3 clusters Score -3.495483e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 231568 members 
Entering Unmasked Estep 
Score: -34954996.000000 Penalty: 6230.627441
	Iteration 64Q: 3 clusters Score -3.4955e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 232445 members 
Entering Unmasked Estep 
Score: -34955024.000000 Penalty: 6230.627441
	Iteration 65Q: 3 clusters Score -3.495502e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 233282 members 
Entering Unmasked Estep 
Score: -34954980.000000 Penalty: 6230.627441
	Iteration 66Q: 3 clusters Score -3.495498e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 234105 members 
Entering Unmasked Estep 
Score: -34955024.000000 Penalty: 6230.627441
	Iteration 67Q: 3 clusters Score -3.495502e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 234868 members 
Entering Unmasked Estep 
Score: -34955000.000000 Penalty: 6230.627441
	Iteration 68Q: 3 clusters Score -3.4955e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 235656 members 
Entering Unmasked Estep 
Score: -34954956.000000 Penalty: 6230.627441
	Iteration 69Q: 3 clusters Score -3.495496e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 236394 members 
Entering Unmasked Estep 
Score: -34954916.000000 Penalty: 6230.627441
	Iteration 70Q: 3 clusters Score -3.495492e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 237113 members 
Entering Unmasked Estep 
Score: -34955000.000000 Penalty: 6230.627441
	Iteration 71Q: 3 clusters Score -3.4955e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 237833 members 
Entering Unmasked Estep 
Score: -34955084.000000 Penalty: 6230.627441
	Iteration 72Q: 3 clusters Score -3.495508e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 238532 members 
Entering Unmasked Estep 
Score: -34955144.000000 Penalty: 6230.627441
	Iteration 73Q: 3 clusters Score -3.495514e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 239185 members 
Entering Unmasked Estep 
Score: -34955104.000000 Penalty: 6230.627441
	Iteration 74Q: 3 clusters Score -3.49551e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 239784 members 
Entering Unmasked Estep 
Score: -34955116.000000 Penalty: 6230.627441
	Iteration 75Q: 3 clusters Score -3.495512e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 240354 members 
Entering Unmasked Estep 
Score: -34955168.000000 Penalty: 6230.627441
	Iteration 76Q: 3 clusters Score -3.495517e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 240884 members 
Entering Unmasked Estep 
Score: -34955260.000000 Penalty: 6230.627441
	Iteration 77Q: 3 clusters Score -3.495526e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 241407 members 
Entering Unmasked Estep 
Score: -34955252.000000 Penalty: 6230.627441
	Iteration 78Q: 3 clusters Score -3.495525e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 241907 members 
Entering Unmasked Estep 
Score: -34955272.000000 Penalty: 6230.627441
	Iteration 79Q: 3 clusters Score -3.495527e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 242439 members 
Entering Unmasked Estep 
Score: -34955308.000000 Penalty: 6230.627441
	Iteration 80F: 3 clusters Score -3.495531e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 243004 members 
Entering Unmasked Estep 
Score: -34955364.000000 Penalty: 6230.627441
	Iteration 81Q: 3 clusters Score -3.495536e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 243567 members 
Entering Unmasked Estep 
Score: -34955480.000000 Penalty: 6230.627441
	Iteration 82Q: 3 clusters Score -3.495548e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 244168 members 
Entering Unmasked Estep 
Score: -34955596.000000 Penalty: 6230.627441
	Iteration 83Q: 3 clusters Score -3.49556e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 244788 members 
Entering Unmasked Estep 
Score: -34955576.000000 Penalty: 6230.627441
	Iteration 84Q: 3 clusters Score -3.495558e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 245422 members 
Entering Unmasked Estep 
Score: -34955744.000000 Penalty: 6230.627441
	Iteration 85Q: 3 clusters Score -3.495574e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 246046 members 
Entering Unmasked Estep 
Score: -34955828.000000 Penalty: 6230.627441
	Iteration 86Q: 3 clusters Score -3.495583e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 246670 members 
Entering Unmasked Estep 
Score: -34955868.000000 Penalty: 6230.627441
	Iteration 87Q: 3 clusters Score -3.495587e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 247270 members 
Entering Unmasked Estep 
Score: -34955996.000000 Penalty: 6230.627441
	Iteration 88Q: 3 clusters Score -3.4956e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 247875 members 
Entering Unmasked Estep 
Score: -34956120.000000 Penalty: 6230.627441
	Iteration 89Q: 3 clusters Score -3.495612e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 248464 members 
Entering Unmasked Estep 
Score: -34956244.000000 Penalty: 6230.627441
	Iteration 90Q: 3 clusters Score -3.495624e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 249045 members 
Entering Unmasked Estep 
Score: -34956328.000000 Penalty: 6230.627441
	Iteration 91Q: 3 clusters Score -3.495633e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 249658 members 
Entering Unmasked Estep 
Score: -34956364.000000 Penalty: 6230.627441
	Iteration 92Q: 3 clusters Score -3.495636e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 250274 members 
Entering Unmasked Estep 
Score: -34956196.000000 Penalty: 6230.627441
	Iteration 93Q: 3 clusters Score -3.49562e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 250920 members 
Entering Unmasked Estep 
Score: -34956288.000000 Penalty: 6230.627441
	Iteration 94Q: 3 clusters Score -3.495629e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 251526 members 
Entering Unmasked Estep 
Score: -34956308.000000 Penalty: 6230.627441
	Iteration 95Q: 3 clusters Score -3.495631e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 252141 members 
Entering Unmasked Estep 
Score: -34956500.000000 Penalty: 6230.627441
	Iteration 96Q: 3 clusters Score -3.49565e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 252756 members 
Entering Unmasked Estep 
Score: -34956636.000000 Penalty: 6230.627441
	Iteration 97Q: 3 clusters Score -3.495664e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 253383 members 
Entering Unmasked Estep 
Score: -34956816.000000 Penalty: 6230.627441
	Iteration 98Q: 3 clusters Score -3.495682e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 254030 members 
Entering Unmasked Estep 
Score: -34957016.000000 Penalty: 6230.627441
	Iteration 99Q: 3 clusters Score -3.495702e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 254667 members 
Entering Unmasked Estep 
Score: -34957048.000000 Penalty: 6230.627441
	Iteration 100F: 3 clusters Score -3.495705e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 255280 members 
Entering Unmasked Estep 
Score: -34957076.000000 Penalty: 6230.627441
	Iteration 101Q: 3 clusters Score -3.495708e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 255915 members 
Entering Unmasked Estep 
Score: -34957068.000000 Penalty: 6230.627441
	Iteration 102Q: 3 clusters Score -3.495707e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 256528 members 
Entering Unmasked Estep 
Score: -34957088.000000 Penalty: 6230.627441
	Iteration 103Q: 3 clusters Score -3.495709e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 257184 members 
Entering Unmasked Estep 
Score: -34957120.000000 Penalty: 6230.627441
	Iteration 104Q: 3 clusters Score -3.495712e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 257844 members 
Entering Unmasked Estep 
Score: -34957360.000000 Penalty: 6230.627441
	Iteration 105Q: 3 clusters Score -3.495736e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 258530 members 
Entering Unmasked Estep 
Score: -34957364.000000 Penalty: 6230.627441
	Iteration 106Q: 3 clusters Score -3.495736e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 259253 members 
Entering Unmasked Estep 
Score: -34957508.000000 Penalty: 6230.627441
	Iteration 107Q: 3 clusters Score -3.495751e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 259981 members 
Entering Unmasked Estep 
Score: -34957608.000000 Penalty: 6230.627441
	Iteration 108Q: 3 clusters Score -3.495761e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 260714 members 
Entering Unmasked Estep 
Score: -34957584.000000 Penalty: 6230.627441
	Iteration 109Q: 3 clusters Score -3.495758e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 261413 members 
Entering Unmasked Estep 
Score: -34957628.000000 Penalty: 6230.627441
	Iteration 110Q: 3 clusters Score -3.495763e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 262107 members 
Entering Unmasked Estep 
Score: -34957684.000000 Penalty: 6230.627441
	Iteration 111Q: 3 clusters Score -3.495768e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 262816 members 
Entering Unmasked Estep 
Score: -34957780.000000 Penalty: 6230.627441
	Iteration 112Q: 3 clusters Score -3.495778e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 263504 members 
Entering Unmasked Estep 
Score: -34957904.000000 Penalty: 6230.627441
	Iteration 113Q: 3 clusters Score -3.49579e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 264228 members 
Entering Unmasked Estep 
Score: -34957912.000000 Penalty: 6230.627441
	Iteration 114Q: 3 clusters Score -3.495791e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 264926 members 
Entering Unmasked Estep 
Score: -34957988.000000 Penalty: 6230.627441
	Iteration 115Q: 3 clusters Score -3.495799e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 265576 members 
Entering Unmasked Estep 
Score: -34958128.000000 Penalty: 6230.627441
	Iteration 116Q: 3 clusters Score -3.495813e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 266246 members 
Entering Unmasked Estep 
Score: -34958188.000000 Penalty: 6230.627441
	Iteration 117Q: 3 clusters Score -3.495819e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 266896 members 
Entering Unmasked Estep 
Score: -34958244.000000 Penalty: 6230.627441
	Iteration 118Q: 3 clusters Score -3.495824e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 267528 members 
Entering Unmasked Estep 
Score: -34958468.000000 Penalty: 6230.627441
	Iteration 119Q: 3 clusters Score -3.495847e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 268145 members 
Entering Unmasked Estep 
Score: -34958548.000000 Penalty: 6230.627441
	Iteration 120F: 3 clusters Score -3.495855e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 268753 members 
Entering Unmasked Estep 
Score: -34958716.000000 Penalty: 6230.627441
	Iteration 121Q: 3 clusters Score -3.495872e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 269322 members 
Entering Unmasked Estep 
Score: -34958788.000000 Penalty: 6230.627441
	Iteration 122Q: 3 clusters Score -3.495879e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 269891 members 
Entering Unmasked Estep 
Score: -34958872.000000 Penalty: 6230.627441
	Iteration 123Q: 3 clusters Score -3.495887e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 270388 members 
Entering Unmasked Estep 
Score: -34959100.000000 Penalty: 6230.627441
	Iteration 124Q: 3 clusters Score -3.49591e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 270849 members 
Entering Unmasked Estep 
Score: -34959252.000000 Penalty: 6230.627441
	Iteration 125Q: 3 clusters Score -3.495925e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 271257 members 
Entering Unmasked Estep 
Score: -34959404.000000 Penalty: 6230.627441
	Iteration 126Q: 3 clusters Score -3.49594e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 271605 members 
Entering Unmasked Estep 
Score: -34959568.000000 Penalty: 6230.627441
	Iteration 127Q: 3 clusters Score -3.495957e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 271931 members 
Entering Unmasked Estep 
Score: -34959580.000000 Penalty: 6230.627441
	Iteration 128Q: 3 clusters Score -3.495958e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 272232 members 
Entering Unmasked Estep 
Score: -34959548.000000 Penalty: 6230.627441
	Iteration 129Q: 3 clusters Score -3.495955e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 272514 members 
Entering Unmasked Estep 
Score: -34959584.000000 Penalty: 6230.627441
	Iteration 130Q: 3 clusters Score -3.495958e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 272801 members 
Entering Unmasked Estep 
Score: -34959612.000000 Penalty: 6230.627441
	Iteration 131Q: 3 clusters Score -3.495961e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 273070 members 
Entering Unmasked Estep 
Score: -34959684.000000 Penalty: 6230.627441
	Iteration 132Q: 3 clusters Score -3.495968e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 273341 members 
Entering Unmasked Estep 
Score: -34959748.000000 Penalty: 6230.627441
	Iteration 133Q: 3 clusters Score -3.495975e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 273554 members 
Entering Unmasked Estep 
Score: -34959784.000000 Penalty: 6230.627441
	Iteration 134Q: 3 clusters Score -3.495978e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 273740 members 
Entering Unmasked Estep 
Score: -34959756.000000 Penalty: 6230.627441
	Iteration 135Q: 3 clusters Score -3.495976e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 273911 members 
Entering Unmasked Estep 
Score: -34959828.000000 Penalty: 6230.627441
	Iteration 136Q: 3 clusters Score -3.495983e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 274072 members 
Entering Unmasked Estep 
Score: -34959860.000000 Penalty: 6230.627441
	Iteration 137Q: 3 clusters Score -3.495986e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 274218 members 
Entering Unmasked Estep 
Score: -34959812.000000 Penalty: 6230.627441
	Iteration 138Q: 3 clusters Score -3.495981e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 274354 members 
Entering Unmasked Estep 
Score: -34959868.000000 Penalty: 6230.627441
	Iteration 139Q: 3 clusters Score -3.495987e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 274512 members 
Entering Unmasked Estep 
Score: -34959848.000000 Penalty: 6230.627441
	Iteration 140F: 3 clusters Score -3.495985e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 274648 members 
Entering Unmasked Estep 
Score: -34959880.000000 Penalty: 6230.627441
	Iteration 141Q: 3 clusters Score -3.495988e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 274768 members 
Entering Unmasked Estep 
Score: -34959888.000000 Penalty: 6230.627441
	Iteration 142Q: 3 clusters Score -3.495989e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 274894 members 
Entering Unmasked Estep 
Score: -34959932.000000 Penalty: 6230.627441
	Iteration 143Q: 3 clusters Score -3.495993e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 275015 members 
Entering Unmasked Estep 
Score: -34959892.000000 Penalty: 6230.627441
	Iteration 144Q: 3 clusters Score -3.495989e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 275137 members 
Entering Unmasked Estep 
Score: -34959872.000000 Penalty: 6230.627441
	Iteration 145Q: 3 clusters Score -3.495987e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 275255 members 
Entering Unmasked Estep 
Score: -34959844.000000 Penalty: 6230.627441
	Iteration 146Q: 3 clusters Score -3.495984e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 275346 members 
Entering Unmasked Estep 
Score: -34959852.000000 Penalty: 6230.627441
	Iteration 147Q: 3 clusters Score -3.495985e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 275416 members 
Entering Unmasked Estep 
Score: -34959864.000000 Penalty: 6230.627441
	Iteration 148Q: 3 clusters Score -3.495986e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 275488 members 
Entering Unmasked Estep 
Score: -34959868.000000 Penalty: 6230.627441
	Iteration 149Q: 3 clusters Score -3.495987e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 275556 members 
Entering Unmasked Estep 
Score: -34959864.000000 Penalty: 6230.627441
	Iteration 150Q: 3 clusters Score -3.495986e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 275633 members 
Entering Unmasked Estep 
Score: -34959824.000000 Penalty: 6230.627441
	Iteration 151Q: 3 clusters Score -3.495982e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 275710 members 
Entering Unmasked Estep 
Score: -34959844.000000 Penalty: 6230.627441
	Iteration 152Q: 3 clusters Score -3.495984e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 275791 members 
Entering Unmasked Estep 
Score: -34959796.000000 Penalty: 6230.627441
	Iteration 153Q: 3 clusters Score -3.49598e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 275874 members 
Entering Unmasked Estep 
Score: -34959816.000000 Penalty: 6230.627441
	Iteration 154Q: 3 clusters Score -3.495982e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 275958 members 
Entering Unmasked Estep 
Score: -34959824.000000 Penalty: 6230.627441
	Iteration 155Q: 3 clusters Score -3.495982e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 276040 members 
Entering Unmasked Estep 
Score: -34959804.000000 Penalty: 6230.627441
	Iteration 156Q: 3 clusters Score -3.49598e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 276121 members 
Entering Unmasked Estep 
Score: -34959840.000000 Penalty: 6230.627441
	Iteration 157Q: 3 clusters Score -3.495984e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 276197 members 
Entering Unmasked Estep 
Score: -34959796.000000 Penalty: 6230.627441
	Iteration 158Q: 3 clusters Score -3.49598e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 276265 members 
Entering Unmasked Estep 
Score: -34959792.000000 Penalty: 6230.627441
	Iteration 159Q: 3 clusters Score -3.495979e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 276345 members 
Entering Unmasked Estep 
Score: -34959732.000000 Penalty: 6230.627441
	Iteration 160F: 3 clusters Score -3.495973e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 276424 members 
Entering Unmasked Estep 
Score: -34959732.000000 Penalty: 6230.627441
	Iteration 161Q: 3 clusters Score -3.495973e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 276478 members 
Entering Unmasked Estep 
Score: -34959744.000000 Penalty: 6230.627441
	Iteration 162Q: 3 clusters Score -3.495974e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 276547 members 
Entering Unmasked Estep 
Score: -34959740.000000 Penalty: 6230.627441
	Iteration 163Q: 3 clusters Score -3.495974e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 276602 members 
Entering Unmasked Estep 
Score: -34959724.000000 Penalty: 6230.627441
	Iteration 164Q: 3 clusters Score -3.495972e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 276647 members 
Entering Unmasked Estep 
Score: -34959736.000000 Penalty: 6230.627441
	Iteration 165Q: 3 clusters Score -3.495974e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 276695 members 
Entering Unmasked Estep 
Score: -34959772.000000 Penalty: 6230.627441
	Iteration 166Q: 3 clusters Score -3.495977e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 276725 members 
Entering Unmasked Estep 
Score: -34959744.000000 Penalty: 6230.627441
	Iteration 167Q: 3 clusters Score -3.495974e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 276758 members 
Entering Unmasked Estep 
Score: -34959740.000000 Penalty: 6230.627441
	Iteration 168Q: 3 clusters Score -3.495974e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 276783 members 
Entering Unmasked Estep 
Score: -34959760.000000 Penalty: 6230.627441
	Iteration 169Q: 3 clusters Score -3.495976e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 276817 members 
Entering Unmasked Estep 
Score: -34959740.000000 Penalty: 6230.627441
	Iteration 170Q: 3 clusters Score -3.495974e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 276844 members 
Entering Unmasked Estep 
Score: -34959700.000000 Penalty: 6230.627441
	Iteration 171Q: 3 clusters Score -3.49597e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 276866 members 
Entering Unmasked Estep 
Score: -34959696.000000 Penalty: 6230.627441
	Iteration 172Q: 3 clusters Score -3.49597e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 276886 members 
Entering Unmasked Estep 
Score: -34959692.000000 Penalty: 6230.627441
	Iteration 173Q: 3 clusters Score -3.495969e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 276907 members 
Entering Unmasked Estep 
Score: -34959668.000000 Penalty: 6230.627441
	Iteration 174Q: 3 clusters Score -3.495967e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 276928 members 
Entering Unmasked Estep 
Score: -34959672.000000 Penalty: 6230.627441
	Iteration 175Q: 3 clusters Score -3.495967e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 276958 members 
Entering Unmasked Estep 
Score: -34959664.000000 Penalty: 6230.627441
	Iteration 176Q: 3 clusters Score -3.495966e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 276973 members 
Entering Unmasked Estep 
Score: -34959684.000000 Penalty: 6230.627441
	Iteration 177Q: 3 clusters Score -3.495968e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 276990 members 
Entering Unmasked Estep 
Score: -34959700.000000 Penalty: 6230.627441
	Iteration 178Q: 3 clusters Score -3.49597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 277009 members 
Entering Unmasked Estep 
Score: -34959696.000000 Penalty: 6230.627441
	Iteration 179Q: 3 clusters Score -3.49597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 277024 members 
Entering Unmasked Estep 
Score: -34959680.000000 Penalty: 6230.627441
	Iteration 180F: 3 clusters Score -3.495968e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 277039 members 
Entering Unmasked Estep 
Score: -34959676.000000 Penalty: 6230.627441
	Iteration 181Q: 3 clusters Score -3.495968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 277055 members 
Entering Unmasked Estep 
Score: -34959688.000000 Penalty: 6230.627441
	Iteration 182Q: 3 clusters Score -3.495969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 277069 members 
Entering Unmasked Estep 
Score: -34959640.000000 Penalty: 6230.627441
	Iteration 183Q: 3 clusters Score -3.495964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 277084 members 
Entering Unmasked Estep 
Score: -34959660.000000 Penalty: 6230.627441
	Iteration 184Q: 3 clusters Score -3.495966e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 277097 members 
Entering Unmasked Estep 
Score: -34959656.000000 Penalty: 6230.627441
	Iteration 185Q: 3 clusters Score -3.495966e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 277110 members 
Entering Unmasked Estep 
Score: -34959648.000000 Penalty: 6230.627441
	Iteration 186Q: 3 clusters Score -3.495965e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 277124 members 
Entering Unmasked Estep 
Score: -34959636.000000 Penalty: 6230.627441
	Iteration 187Q: 3 clusters Score -3.495964e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 277147 members 
Entering Unmasked Estep 
Score: -34959636.000000 Penalty: 6230.627441
	Iteration 188Q: 3 clusters Score -3.495964e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 277172 members 
Entering Unmasked Estep 
Score: -34959668.000000 Penalty: 6230.627441
	Iteration 189Q: 3 clusters Score -3.495967e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 277196 members 
Entering Unmasked Estep 
Score: -34959660.000000 Penalty: 6230.627441
	Iteration 190Q: 3 clusters Score -3.495966e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 277212 members 
Entering Unmasked Estep 
Score: -34959668.000000 Penalty: 6230.627441
	Iteration 191Q: 3 clusters Score -3.495967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 277226 members 
Entering Unmasked Estep 
Score: -34959636.000000 Penalty: 6230.627441
	Iteration 192Q: 3 clusters Score -3.495964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 277247 members 
Entering Unmasked Estep 
Score: -34959624.000000 Penalty: 6230.627441
	Iteration 193Q: 3 clusters Score -3.495962e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 277269 members 
Entering Unmasked Estep 
Score: -34959632.000000 Penalty: 6230.627441
	Iteration 194Q: 3 clusters Score -3.495963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 277288 members 
Entering Unmasked Estep 
Score: -34959648.000000 Penalty: 6230.627441
	Iteration 195Q: 3 clusters Score -3.495965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 277302 members 
Entering Unmasked Estep 
Score: -34959688.000000 Penalty: 6230.627441
	Iteration 196Q: 3 clusters Score -3.495969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 277313 members 
Entering Unmasked Estep 
Score: -34959668.000000 Penalty: 6230.627441
	Iteration 197Q: 3 clusters Score -3.495967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 277323 members 
Entering Unmasked Estep 
Score: -34959676.000000 Penalty: 6230.627441
	Iteration 198Q: 3 clusters Score -3.495968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 277331 members 
Entering Unmasked Estep 
Score: -34959660.000000 Penalty: 6230.627441
	Iteration 199Q: 3 clusters Score -3.495966e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 277346 members 
Entering Unmasked Estep 
Score: -34959668.000000 Penalty: 6230.627441
	Iteration 200F: 3 clusters Score -3.495967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 277356 members 
Entering Unmasked Estep 
Score: -34959676.000000 Penalty: 6230.627441
	Iteration 201Q: 3 clusters Score -3.495968e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 277372 members 
Entering Unmasked Estep 
Score: -34959656.000000 Penalty: 6230.627441
	Iteration 202Q: 3 clusters Score -3.495966e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 277392 members 
Entering Unmasked Estep 
Score: -34959696.000000 Penalty: 6230.627441
	Iteration 203Q: 3 clusters Score -3.49597e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 277413 members 
Entering Unmasked Estep 
Score: -34959680.000000 Penalty: 6230.627441
	Iteration 204Q: 3 clusters Score -3.495968e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 277424 members 
Entering Unmasked Estep 
Score: -34959688.000000 Penalty: 6230.627441
	Iteration 205Q: 3 clusters Score -3.495969e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 277441 members 
Entering Unmasked Estep 
Score: -34959736.000000 Penalty: 6230.627441
	Iteration 206Q: 3 clusters Score -3.495974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 277454 members 
Entering Unmasked Estep 
Score: -34959756.000000 Penalty: 6230.627441
	Iteration 207Q: 3 clusters Score -3.495976e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 277464 members 
Entering Unmasked Estep 
Score: -34959724.000000 Penalty: 6230.627441
	Iteration 208Q: 3 clusters Score -3.495972e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 277475 members 
Entering Unmasked Estep 
Score: -34959704.000000 Penalty: 6230.627441
	Iteration 209Q: 3 clusters Score -3.49597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 277489 members 
Entering Unmasked Estep 
Score: -34959716.000000 Penalty: 6230.627441
	Iteration 210Q: 3 clusters Score -3.495972e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 277506 members 
Entering Unmasked Estep 
Score: -34959692.000000 Penalty: 6230.627441
	Iteration 211Q: 3 clusters Score -3.495969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 277514 members 
Entering Unmasked Estep 
Score: -34959692.000000 Penalty: 6230.627441
	Iteration 212Q: 3 clusters Score -3.495969e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 277526 members 
Entering Unmasked Estep 
Score: -34959700.000000 Penalty: 6230.627441
	Iteration 213Q: 3 clusters Score -3.49597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 277538 members 
Entering Unmasked Estep 
Score: -34959720.000000 Penalty: 6230.627441
	Iteration 214Q: 3 clusters Score -3.495972e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 277554 members 
Entering Unmasked Estep 
Score: -34959716.000000 Penalty: 6230.627441
	Iteration 215Q: 3 clusters Score -3.495972e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 277572 members 
Entering Unmasked Estep 
Score: -34959728.000000 Penalty: 6230.627441
	Iteration 216Q: 3 clusters Score -3.495973e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 277588 members 
Entering Unmasked Estep 
Score: -34959744.000000 Penalty: 6230.627441
	Iteration 217Q: 3 clusters Score -3.495974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 277607 members 
Entering Unmasked Estep 
Score: -34959768.000000 Penalty: 6230.627441
	Iteration 218Q: 3 clusters Score -3.495977e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 277625 members 
Entering Unmasked Estep 
Score: -34959776.000000 Penalty: 6230.627441
	Iteration 219Q: 3 clusters Score -3.495978e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 277642 members 
Entering Unmasked Estep 
Score: -34959756.000000 Penalty: 6230.627441
	Iteration 220F: 3 clusters Score -3.495976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 277654 members 
Entering Unmasked Estep 
Score: -34959752.000000 Penalty: 6230.627441
	Iteration 221Q: 3 clusters Score -3.495975e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 277661 members 
Entering Unmasked Estep 
Score: -34959740.000000 Penalty: 6230.627441
	Iteration 222Q: 3 clusters Score -3.495974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 277675 members 
Entering Unmasked Estep 
Score: -34959756.000000 Penalty: 6230.627441
	Iteration 223Q: 3 clusters Score -3.495976e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 277687 members 
Entering Unmasked Estep 
Score: -34959744.000000 Penalty: 6230.627441
	Iteration 224Q: 3 clusters Score -3.495974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 277696 members 
Entering Unmasked Estep 
Score: -34959768.000000 Penalty: 6230.627441
	Iteration 225Q: 3 clusters Score -3.495977e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 277706 members 
Entering Unmasked Estep 
Score: -34959760.000000 Penalty: 6230.627441
	Iteration 226Q: 3 clusters Score -3.495976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 277721 members 
Entering Unmasked Estep 
Score: -34959752.000000 Penalty: 6230.627441
	Iteration 227Q: 3 clusters Score -3.495975e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 277739 members 
Entering Unmasked Estep 
Score: -34959760.000000 Penalty: 6230.627441
	Iteration 228Q: 3 clusters Score -3.495976e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 277753 members 
Entering Unmasked Estep 
Score: -34959736.000000 Penalty: 6230.627441
	Iteration 229Q: 3 clusters Score -3.495974e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 277770 members 
Entering Unmasked Estep 
Score: -34959752.000000 Penalty: 6230.627441
	Iteration 230Q: 3 clusters Score -3.495975e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 277782 members 
Entering Unmasked Estep 
Score: -34959752.000000 Penalty: 6230.627441
	Iteration 231Q: 3 clusters Score -3.495975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 277793 members 
Entering Unmasked Estep 
Score: -34959740.000000 Penalty: 6230.627441
	Iteration 232Q: 3 clusters Score -3.495974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 277806 members 
Entering Unmasked Estep 
Score: -34959748.000000 Penalty: 6230.627441
	Iteration 233Q: 3 clusters Score -3.495975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 277817 members 
Entering Unmasked Estep 
Score: -34959748.000000 Penalty: 6230.627441
	Iteration 234Q: 3 clusters Score -3.495975e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 277831 members 
Entering Unmasked Estep 
Score: -34959740.000000 Penalty: 6230.627441
	Iteration 235Q: 3 clusters Score -3.495974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 277837 members 
Entering Unmasked Estep 
Score: -34959768.000000 Penalty: 6230.627441
	Iteration 236Q: 3 clusters Score -3.495977e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 277845 members 
Entering Unmasked Estep 
Score: -34959756.000000 Penalty: 6230.627441
	Iteration 237Q: 3 clusters Score -3.495976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 277855 members 
Entering Unmasked Estep 
Score: -34959764.000000 Penalty: 6230.627441
	Iteration 238Q: 3 clusters Score -3.495976e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 277860 members 
Entering Unmasked Estep 
Score: -34959764.000000 Penalty: 6230.627441
	Iteration 239Q: 3 clusters Score -3.495976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 277865 members 
Entering Unmasked Estep 
Score: -34959768.000000 Penalty: 6230.627441
	Iteration 240F: 3 clusters Score -3.495977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 277870 members 
Entering Unmasked Estep 
Score: -34959752.000000 Penalty: 6230.627441
	Iteration 241Q: 3 clusters Score -3.495975e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 277873 members 
Entering Unmasked Estep 
Score: -34959748.000000 Penalty: 6230.627441
	Iteration 242Q: 3 clusters Score -3.495975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 277877 members 
Entering Unmasked Estep 
Score: -34959756.000000 Penalty: 6230.627441
	Iteration 243Q: 3 clusters Score -3.495976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 277880 members 
Entering Unmasked Estep 
Score: -34959748.000000 Penalty: 6230.627441
	Iteration 244Q: 3 clusters Score -3.495975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 277886 members 
Entering Unmasked Estep 
Score: -34959744.000000 Penalty: 6230.627441
	Iteration 245Q: 3 clusters Score -3.495974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 277892 members 
Entering Unmasked Estep 
Score: -34959744.000000 Penalty: 6230.627441
	Iteration 246Q: 3 clusters Score -3.495974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 277902 members 
Entering Unmasked Estep 
Score: -34959720.000000 Penalty: 6230.627441
	Iteration 247Q: 3 clusters Score -3.495972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 277915 members 
Entering Unmasked Estep 
Score: -34959736.000000 Penalty: 6230.627441
	Iteration 248Q: 3 clusters Score -3.495974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 277920 members 
Entering Unmasked Estep 
Score: -34959748.000000 Penalty: 6230.627441
	Iteration 249Q: 3 clusters Score -3.495975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 277925 members 
Entering Unmasked Estep 
Score: -34959748.000000 Penalty: 6230.627441
	Iteration 250Q: 3 clusters Score -3.495975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 277927 members 
Entering Unmasked Estep 
Score: -34959760.000000 Penalty: 6230.627441
	Iteration 251Q: 3 clusters Score -3.495976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 277928 members 
Entering Unmasked Estep 
Score: -34959752.000000 Penalty: 6230.627441
	Iteration 252Q: 3 clusters Score -3.495975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 277929 members 
Entering Unmasked Estep 
Score: -34959768.000000 Penalty: 6230.627441
	Iteration 253Q: 3 clusters Score -3.495977e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 277929 members 
Entering Unmasked Estep 
Score: -34959756.000000 Penalty: 6230.627441
	Iteration 254Q: 3 clusters Score -3.495976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 277930 members 
Entering Unmasked Estep 
Score: -34959756.000000 Penalty: 6230.627441
	Iteration 255Q: 3 clusters Score -3.495976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 277932 members 
Entering Unmasked Estep 
Score: -34959752.000000 Penalty: 6230.627441
	Iteration 256Q: 3 clusters Score -3.495975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 277934 members 
Entering Unmasked Estep 
Score: -34959744.000000 Penalty: 6230.627441
	Iteration 257Q: 3 clusters Score -3.495974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 277934 members 
Entering Unmasked Estep 
Score: -34959752.000000 Penalty: 6230.627441
	Iteration 258Q: 3 clusters Score -3.495975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 277935 members 
Entering Unmasked Estep 
Score: -34959740.000000 Penalty: 6230.627441
	Iteration 259Q: 3 clusters Score -3.495974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 277938 members 
Entering Unmasked Estep 
Score: -34959752.000000 Penalty: 6230.627441
	Iteration 260F: 3 clusters Score -3.495975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 277937 members 
Entering Unmasked Estep 
Score: -34959748.000000 Penalty: 6230.627441
	Iteration 261Q: 3 clusters Score -3.495975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 277937 members 
Entering Unmasked Estep 
Score: -34959748.000000 Penalty: 6230.627441
	Iteration 262F: 3 clusters Score -3.495975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 209891 members 
Mstep: Class 2 contains 88225 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 2961 members 
Mstep: Class 5 contains 66972 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 1584 members 
Mstep: Class 8 contains 56441 members 
Mstep: Class 9 contains 836 members 
Mstep: Class 10 contains 15166 members 
Mstep: Class 11 contains 7081 members 
Mstep: Class 12 contains 22513 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 16563 members 
Mstep: Class 15 contains 18272 members 
Mstep: Class 16 contains 1875 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 84404 members 
Mstep: Class 20 contains 7492 members 
Mstep: Class 21 contains 282787 members 
Mstep: Class 22 contains 4127 members 
Mstep: Class 23 contains 3053 members 
Mstep: Class 24 contains 4415 members 
Mstep: Class 25 contains 1239 members 
Mstep: Class 26 contains 43826 members 
Mstep: Class 27 contains 1861 members 
Mstep: Class 28 contains 2821 members 
Mstep: Class 29 contains 3779 members 
Mstep: Class 30 contains 675 members 
Mstep: Class 31 contains 277937 members 
Entering Unmasked Estep 
Score: -147929312.000000 Penalty: 107901.867188
Splitting cluster 20 changes total score from -147895856.000000 to -147929312.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (282787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282787 members 
Entering Unmasked Estep 
Score: -34675116.000000 Penalty: 3113.007324
	Iteration 0F: 2 clusters Score -3.467512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141467 members 
Mstep: Class 2 contains 141320 members 
Entering Unmasked Estep 
Score: -34509096.000000 Penalty: 6226.014648
	Iteration 0F: 3 clusters Score -3.45091e+07 nChanged 136538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144765 members 
Mstep: Class 2 contains 138022 members 
Entering Unmasked Estep 
Score: -34589784.000000 Penalty: 6226.014648
	Iteration 1F: 3 clusters Score -3.458978e+07 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146732 members 
Mstep: Class 2 contains 136055 members 
Entering Unmasked Estep 
Score: -34591412.000000 Penalty: 6226.014648
	Iteration 2Q: 3 clusters Score -3.459141e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149618 members 
Mstep: Class 2 contains 133169 members 
Entering Unmasked Estep 
Score: -34593556.000000 Penalty: 6226.014648
	Iteration 3Q: 3 clusters Score -3.459356e+07 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153914 members 
Mstep: Class 2 contains 128873 members 
Entering Unmasked Estep 
Score: -34597248.000000 Penalty: 6226.014648
	Iteration 4Q: 3 clusters Score -3.459725e+07 nChanged 12796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160318 members 
Mstep: Class 2 contains 122469 members 
Entering Unmasked Estep 
Score: -34603128.000000 Penalty: 6226.014648
	Iteration 5Q: 3 clusters Score -3.460313e+07 nChanged 16162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169774 members 
Mstep: Class 2 contains 113013 members 
Entering Unmasked Estep 
Score: -34613080.000000 Penalty: 6226.014648
	Iteration 6F: 3 clusters Score -3.461308e+07 nChanged 19431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182249 members 
Mstep: Class 2 contains 100538 members 
Entering Unmasked Estep 
Score: -34627488.000000 Penalty: 6226.014648
	Iteration 7F: 3 clusters Score -3.462749e+07 nChanged 20654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196299 members 
Mstep: Class 2 contains 86488 members 
Entering Unmasked Estep 
Score: -34645072.000000 Penalty: 6226.014648
	Iteration 8F: 3 clusters Score -3.464507e+07 nChanged 18453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208470 members 
Mstep: Class 2 contains 74317 members 
Entering Unmasked Estep 
Score: -34659380.000000 Penalty: 6226.014648
	Iteration 9F: 3 clusters Score -3.465938e+07 nChanged 13899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216733 members 
Mstep: Class 2 contains 66054 members 
Entering Unmasked Estep 
Score: -34667504.000000 Penalty: 6226.014648
	Iteration 10Q: 3 clusters Score -3.46675e+07 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222506 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -34671064.000000 Penalty: 6226.014648
	Iteration 11Q: 3 clusters Score -3.467106e+07 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227223 members 
Mstep: Class 2 contains 55564 members 
Entering Unmasked Estep 
Score: -34672756.000000 Penalty: 6226.014648
	Iteration 12Q: 3 clusters Score -3.467276e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231242 members 
Mstep: Class 2 contains 51545 members 
Entering Unmasked Estep 
Score: -34673984.000000 Penalty: 6226.014648
	Iteration 13Q: 3 clusters Score -3.467398e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234807 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -34674696.000000 Penalty: 6226.014648
	Iteration 14Q: 3 clusters Score -3.46747e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238050 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -34675660.000000 Penalty: 6226.014648
	Iteration 15Q: 3 clusters Score -3.467566e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240845 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -34676060.000000 Penalty: 6226.014648
	Iteration 16Q: 3 clusters Score -3.467606e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243374 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -34676572.000000 Penalty: 6226.014648
	Iteration 17Q: 3 clusters Score -3.467657e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245646 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -34676932.000000 Penalty: 6226.014648
	Iteration 18Q: 3 clusters Score -3.467693e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247647 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -34677140.000000 Penalty: 6226.014648
	Iteration 19Q: 3 clusters Score -3.467714e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249574 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -34677220.000000 Penalty: 6226.014648
	Iteration 20F: 3 clusters Score -3.467722e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251400 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -34677236.000000 Penalty: 6226.014648
	Iteration 21Q: 3 clusters Score -3.467724e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253138 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -34677336.000000 Penalty: 6226.014648
	Iteration 22Q: 3 clusters Score -3.467734e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254780 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -34677436.000000 Penalty: 6226.014648
	Iteration 23Q: 3 clusters Score -3.467744e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256251 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -34677560.000000 Penalty: 6226.014648
	Iteration 24Q: 3 clusters Score -3.467756e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257699 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -34677768.000000 Penalty: 6226.014648
	Iteration 25Q: 3 clusters Score -3.467777e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259076 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -34677944.000000 Penalty: 6226.014648
	Iteration 26Q: 3 clusters Score -3.467794e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260359 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -34678076.000000 Penalty: 6226.014648
	Iteration 27Q: 3 clusters Score -3.467808e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261578 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -34678296.000000 Penalty: 6226.014648
	Iteration 28Q: 3 clusters Score -3.46783e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262708 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -34678376.000000 Penalty: 6226.014648
	Iteration 29Q: 3 clusters Score -3.467838e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263738 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -34678472.000000 Penalty: 6226.014648
	Iteration 30Q: 3 clusters Score -3.467847e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264622 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -34678588.000000 Penalty: 6226.014648
	Iteration 31Q: 3 clusters Score -3.467859e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265420 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -34678792.000000 Penalty: 6226.014648
	Iteration 32Q: 3 clusters Score -3.467879e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266126 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -34678808.000000 Penalty: 6226.014648
	Iteration 33Q: 3 clusters Score -3.467881e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266780 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -34678900.000000 Penalty: 6226.014648
	Iteration 34Q: 3 clusters Score -3.46789e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267370 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -34678936.000000 Penalty: 6226.014648
	Iteration 35Q: 3 clusters Score -3.467894e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267925 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -34678876.000000 Penalty: 6226.014648
	Iteration 36Q: 3 clusters Score -3.467888e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268403 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -34678768.000000 Penalty: 6226.014648
	Iteration 37Q: 3 clusters Score -3.467877e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268861 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -34678656.000000 Penalty: 6226.014648
	Iteration 38Q: 3 clusters Score -3.467866e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269281 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -34678620.000000 Penalty: 6226.014648
	Iteration 39Q: 3 clusters Score -3.467862e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269686 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -34678640.000000 Penalty: 6226.014648
	Iteration 40F: 3 clusters Score -3.467864e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270061 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -34678580.000000 Penalty: 6226.014648
	Iteration 41Q: 3 clusters Score -3.467858e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270403 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -34678584.000000 Penalty: 6226.014648
	Iteration 42Q: 3 clusters Score -3.467858e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270705 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -34678552.000000 Penalty: 6226.014648
	Iteration 43Q: 3 clusters Score -3.467855e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270983 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -34678488.000000 Penalty: 6226.014648
	Iteration 44Q: 3 clusters Score -3.467849e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271262 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -34678444.000000 Penalty: 6226.014648
	Iteration 45Q: 3 clusters Score -3.467844e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271538 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -34678340.000000 Penalty: 6226.014648
	Iteration 46Q: 3 clusters Score -3.467834e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271800 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -34678228.000000 Penalty: 6226.014648
	Iteration 47Q: 3 clusters Score -3.467823e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272054 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -34678300.000000 Penalty: 6226.014648
	Iteration 48Q: 3 clusters Score -3.46783e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272295 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -34678276.000000 Penalty: 6226.014648
	Iteration 49Q: 3 clusters Score -3.467828e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272511 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -34678256.000000 Penalty: 6226.014648
	Iteration 50Q: 3 clusters Score -3.467826e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272714 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -34678148.000000 Penalty: 6226.014648
	Iteration 51Q: 3 clusters Score -3.467815e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272893 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -34678060.000000 Penalty: 6226.014648
	Iteration 52Q: 3 clusters Score -3.467806e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273082 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -34678036.000000 Penalty: 6226.014648
	Iteration 53Q: 3 clusters Score -3.467804e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273262 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -34677980.000000 Penalty: 6226.014648
	Iteration 54Q: 3 clusters Score -3.467798e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273416 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -34677964.000000 Penalty: 6226.014648
	Iteration 55Q: 3 clusters Score -3.467796e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273572 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -34677908.000000 Penalty: 6226.014648
	Iteration 56Q: 3 clusters Score -3.467791e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273711 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -34677844.000000 Penalty: 6226.014648
	Iteration 57Q: 3 clusters Score -3.467784e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273832 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -34677764.000000 Penalty: 6226.014648
	Iteration 58Q: 3 clusters Score -3.467776e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273943 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -34677748.000000 Penalty: 6226.014648
	Iteration 59Q: 3 clusters Score -3.467775e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274028 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -34677716.000000 Penalty: 6226.014648
	Iteration 60F: 3 clusters Score -3.467772e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274111 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -34677648.000000 Penalty: 6226.014648
	Iteration 61Q: 3 clusters Score -3.467765e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274198 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -34677592.000000 Penalty: 6226.014648
	Iteration 62Q: 3 clusters Score -3.467759e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274274 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -34677596.000000 Penalty: 6226.014648
	Iteration 63Q: 3 clusters Score -3.46776e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274331 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -34677540.000000 Penalty: 6226.014648
	Iteration 64Q: 3 clusters Score -3.467754e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274386 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -34677524.000000 Penalty: 6226.014648
	Iteration 65Q: 3 clusters Score -3.467752e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274444 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -34677516.000000 Penalty: 6226.014648
	Iteration 66Q: 3 clusters Score -3.467752e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274503 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -34677488.000000 Penalty: 6226.014648
	Iteration 67Q: 3 clusters Score -3.467749e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274557 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -34677512.000000 Penalty: 6226.014648
	Iteration 68Q: 3 clusters Score -3.467751e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274605 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -34677476.000000 Penalty: 6226.014648
	Iteration 69Q: 3 clusters Score -3.467748e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274656 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -34677448.000000 Penalty: 6226.014648
	Iteration 70Q: 3 clusters Score -3.467745e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274702 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -34677460.000000 Penalty: 6226.014648
	Iteration 71Q: 3 clusters Score -3.467746e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274753 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -34677440.000000 Penalty: 6226.014648
	Iteration 72Q: 3 clusters Score -3.467744e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274800 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -34677456.000000 Penalty: 6226.014648
	Iteration 73Q: 3 clusters Score -3.467746e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274842 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -34677420.000000 Penalty: 6226.014648
	Iteration 74Q: 3 clusters Score -3.467742e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274882 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -34677380.000000 Penalty: 6226.014648
	Iteration 75Q: 3 clusters Score -3.467738e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274923 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -34677376.000000 Penalty: 6226.014648
	Iteration 76Q: 3 clusters Score -3.467738e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274956 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -34677364.000000 Penalty: 6226.014648
	Iteration 77Q: 3 clusters Score -3.467736e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274985 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -34677380.000000 Penalty: 6226.014648
	Iteration 78Q: 3 clusters Score -3.467738e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275010 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -34677400.000000 Penalty: 6226.014648
	Iteration 79Q: 3 clusters Score -3.46774e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275043 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -34677416.000000 Penalty: 6226.014648
	Iteration 80F: 3 clusters Score -3.467742e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275075 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -34677352.000000 Penalty: 6226.014648
	Iteration 81Q: 3 clusters Score -3.467735e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275099 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -34677372.000000 Penalty: 6226.014648
	Iteration 82Q: 3 clusters Score -3.467737e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275131 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -34677348.000000 Penalty: 6226.014648
	Iteration 83Q: 3 clusters Score -3.467735e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275158 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -34677372.000000 Penalty: 6226.014648
	Iteration 84Q: 3 clusters Score -3.467737e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275189 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -34677380.000000 Penalty: 6226.014648
	Iteration 85Q: 3 clusters Score -3.467738e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275211 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -34677360.000000 Penalty: 6226.014648
	Iteration 86Q: 3 clusters Score -3.467736e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275229 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -34677380.000000 Penalty: 6226.014648
	Iteration 87Q: 3 clusters Score -3.467738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275256 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -34677348.000000 Penalty: 6226.014648
	Iteration 88Q: 3 clusters Score -3.467735e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275275 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -34677340.000000 Penalty: 6226.014648
	Iteration 89Q: 3 clusters Score -3.467734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275287 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -34677300.000000 Penalty: 6226.014648
	Iteration 90Q: 3 clusters Score -3.46773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275300 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -34677316.000000 Penalty: 6226.014648
	Iteration 91Q: 3 clusters Score -3.467732e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275310 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -34677308.000000 Penalty: 6226.014648
	Iteration 92Q: 3 clusters Score -3.467731e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275318 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -34677292.000000 Penalty: 6226.014648
	Iteration 93Q: 3 clusters Score -3.467729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275325 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -34677292.000000 Penalty: 6226.014648
	Iteration 94Q: 3 clusters Score -3.467729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275329 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -34677332.000000 Penalty: 6226.014648
	Iteration 95Q: 3 clusters Score -3.467733e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275334 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -34677312.000000 Penalty: 6226.014648
	Iteration 96Q: 3 clusters Score -3.467731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275341 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -34677312.000000 Penalty: 6226.014648
	Iteration 97Q: 3 clusters Score -3.467731e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275345 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -34677320.000000 Penalty: 6226.014648
	Iteration 98Q: 3 clusters Score -3.467732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275354 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -34677324.000000 Penalty: 6226.014648
	Iteration 99Q: 3 clusters Score -3.467732e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275365 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -34677308.000000 Penalty: 6226.014648
	Iteration 100F: 3 clusters Score -3.467731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275372 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -34677308.000000 Penalty: 6226.014648
	Iteration 101Q: 3 clusters Score -3.467731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275379 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -34677284.000000 Penalty: 6226.014648
	Iteration 102Q: 3 clusters Score -3.467728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275382 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -34677300.000000 Penalty: 6226.014648
	Iteration 103Q: 3 clusters Score -3.46773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275387 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -34677296.000000 Penalty: 6226.014648
	Iteration 104Q: 3 clusters Score -3.46773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275394 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -34677296.000000 Penalty: 6226.014648
	Iteration 105Q: 3 clusters Score -3.46773e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275404 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -34677288.000000 Penalty: 6226.014648
	Iteration 106Q: 3 clusters Score -3.467729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275413 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -34677260.000000 Penalty: 6226.014648
	Iteration 107Q: 3 clusters Score -3.467726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275427 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -34677280.000000 Penalty: 6226.014648
	Iteration 108Q: 3 clusters Score -3.467728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275434 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -34677264.000000 Penalty: 6226.014648
	Iteration 109Q: 3 clusters Score -3.467726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275438 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -34677264.000000 Penalty: 6226.014648
	Iteration 110Q: 3 clusters Score -3.467726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275441 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -34677252.000000 Penalty: 6226.014648
	Iteration 111Q: 3 clusters Score -3.467725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275447 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -34677276.000000 Penalty: 6226.014648
	Iteration 112Q: 3 clusters Score -3.467728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275453 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -34677272.000000 Penalty: 6226.014648
	Iteration 113Q: 3 clusters Score -3.467727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275462 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -34677248.000000 Penalty: 6226.014648
	Iteration 114Q: 3 clusters Score -3.467725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275467 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -34677240.000000 Penalty: 6226.014648
	Iteration 115Q: 3 clusters Score -3.467724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275473 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -34677248.000000 Penalty: 6226.014648
	Iteration 116Q: 3 clusters Score -3.467725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275479 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -34677252.000000 Penalty: 6226.014648
	Iteration 117Q: 3 clusters Score -3.467725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275485 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -34677240.000000 Penalty: 6226.014648
	Iteration 118Q: 3 clusters Score -3.467724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275486 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -34677220.000000 Penalty: 6226.014648
	Iteration 119Q: 3 clusters Score -3.467722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275487 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -34677228.000000 Penalty: 6226.014648
	Iteration 120F: 3 clusters Score -3.467723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275489 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -34677232.000000 Penalty: 6226.014648
	Iteration 121Q: 3 clusters Score -3.467723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275490 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -34677232.000000 Penalty: 6226.014648
	Iteration 122Q: 3 clusters Score -3.467723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275491 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -34677248.000000 Penalty: 6226.014648
	Iteration 123Q: 3 clusters Score -3.467725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275492 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -34677248.000000 Penalty: 6226.014648
	Iteration 124Q: 3 clusters Score -3.467725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275493 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -34677244.000000 Penalty: 6226.014648
	Iteration 125Q: 3 clusters Score -3.467724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275494 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -34677264.000000 Penalty: 6226.014648
	Iteration 126Q: 3 clusters Score -3.467726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275497 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -34677252.000000 Penalty: 6226.014648
	Iteration 127Q: 3 clusters Score -3.467725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275497 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -34677252.000000 Penalty: 6226.014648
	Iteration 128F: 3 clusters Score -3.467725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 209891 members 
Mstep: Class 2 contains 88225 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 2961 members 
Mstep: Class 5 contains 66972 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 1584 members 
Mstep: Class 8 contains 56441 members 
Mstep: Class 9 contains 836 members 
Mstep: Class 10 contains 15166 members 
Mstep: Class 11 contains 7081 members 
Mstep: Class 12 contains 22513 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 16563 members 
Mstep: Class 15 contains 18272 members 
Mstep: Class 16 contains 1875 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 84404 members 
Mstep: Class 20 contains 7492 members 
Mstep: Class 21 contains 275497 members 
Mstep: Class 22 contains 4127 members 
Mstep: Class 23 contains 3053 members 
Mstep: Class 24 contains 4415 members 
Mstep: Class 25 contains 1239 members 
Mstep: Class 26 contains 43826 members 
Mstep: Class 27 contains 1861 members 
Mstep: Class 28 contains 2821 members 
Mstep: Class 29 contains 3779 members 
Mstep: Class 30 contains 675 members 
Mstep: Class 31 contains 277937 members 
Mstep: Class 32 contains 7290 members 
Entering Unmasked Estep 
Score: -147930608.000000 Penalty: 111382.570312
Splitting cluster 21 changes total score from -147895856.000000 to -147930608.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 209891 members 
Mstep: Class 2 contains 88225 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 2961 members 
Mstep: Class 5 contains 66972 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 1584 members 
Mstep: Class 8 contains 56441 members 
Mstep: Class 9 contains 836 members 
Mstep: Class 10 contains 15166 members 
Mstep: Class 12 contains 22513 members 
Mstep: Class 13 contains 3054 members 
Mstep: Class 14 contains 16563 members 
Mstep: Class 15 contains 18272 members 
Mstep: Class 16 contains 1875 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 19 contains 84404 members 
Mstep: Class 20 contains 7492 members 
Mstep: Class 21 contains 275497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147940960.000000 Penalty: 111382.570312
Iteration 39Q: 33 clusters Score -1.47941e+08 nChanged 22597
Entering Unmasked Mstep 
Mstep: Class 0 contains 861 members 
Mstep: Class 1 contains 210017 members 
Mstep: Class 2 contains 91134 members 
Mstep: Class 3 contains 2154 members 
Mstep: Class 4 contains 3228 members 
Mstep: Class 5 contains 66865 members 
Mstep: Class 6 contains 3539 members 
Mstep: Class 7 contains 1610 members 
Mstep: Class 8 contains 56396 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 15687 members 
Mstep: Class 11 contains 7069 members 
Mstep: Class 12 contains 23105 members 
Mstep: Class 13 contains 2971 members 
Mstep: Class 14 contains 15833 members 
Mstep: Class 15 contains 18143 members 
Mstep: Class 16 contains 1826 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8582 members 
Mstep: Class 19 contains 85715 members 
Mstep: Class 20 contains 8470 members 
Mstep: Class 21 contains 277840 members 
Mstep: Class 22 contains 4060 members 
Mstep: Class 23 contains 2901 members 
Mstep: Class 24 contains 4330 members 
Mstep: Class 25 contains 1239 members 
Mstep: Class 26 contains 43282 members 
Mstep: Class 27 contains 1889 members 
Mstep: Class 28 contains 2908 members 
Mstep: Class 29 contains 3713 members 
Mstep: Class 30 contains 686 members 
Mstep: Class 31 contains 270985 members 
Mstep: Class 32 contains 7251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147952432.000000 Penalty: 111382.570312
Iteration 40F: 33 clusters Score -1.479524e+08 nChanged 20247
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 208117 members 
Mstep: Class 2 contains 92502 members 
Mstep: Class 3 contains 2202 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 66109 members 
Mstep: Class 6 contains 3450 members 
Mstep: Class 7 contains 1629 members 
Mstep: Class 8 contains 55972 members 
Mstep: Class 9 contains 879 members 
Mstep: Class 10 contains 16202 members 
Mstep: Class 11 contains 7546 members 
Mstep: Class 12 contains 23374 members 
Mstep: Class 13 contains 2933 members 
Mstep: Class 14 contains 15096 members 
Mstep: Class 15 contains 17958 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8638 members 
Mstep: Class 19 contains 84882 members 
Mstep: Class 20 contains 9054 members 
Mstep: Class 21 contains 278304 members 
Mstep: Class 22 contains 4782 members 
Mstep: Class 23 contains 3403 members 
Mstep: Class 24 contains 4448 members 
Mstep: Class 25 contains 1240 members 
Mstep: Class 26 contains 43882 members 
Mstep: Class 27 contains 1919 members 
Mstep: Class 28 contains 2988 members 
Mstep: Class 29 contains 4281 members 
Mstep: Class 30 contains 699 members 
Mstep: Class 31 contains 269576 members 
Mstep: Class 32 contains 7572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147957840.000000 Penalty: 111382.570312
Iteration 41Q: 33 clusters Score -1.479578e+08 nChanged 13340
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 206563 members 
Mstep: Class 2 contains 93565 members 
Mstep: Class 3 contains 2238 members 
Mstep: Class 4 contains 2643 members 
Mstep: Class 5 contains 65531 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 1638 members 
Mstep: Class 8 contains 55702 members 
Mstep: Class 9 contains 878 members 
Mstep: Class 10 contains 16803 members 
Mstep: Class 11 contains 7929 members 
Mstep: Class 12 contains 23666 members 
Mstep: Class 13 contains 2920 members 
Mstep: Class 14 contains 14438 members 
Mstep: Class 15 contains 17846 members 
Mstep: Class 16 contains 1790 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 8633 members 
Mstep: Class 19 contains 84572 members 
Mstep: Class 20 contains 9583 members 
Mstep: Class 21 contains 278900 members 
Mstep: Class 22 contains 5192 members 
Mstep: Class 23 contains 3706 members 
Mstep: Class 24 contains 4499 members 
Mstep: Class 25 contains 1241 members 
Mstep: Class 26 contains 44109 members 
Mstep: Class 27 contains 1952 members 
Mstep: Class 28 contains 3051 members 
Mstep: Class 29 contains 4663 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 268178 members 
Mstep: Class 32 contains 7768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147960160.000000 Penalty: 111382.570312
Iteration 42Q: 33 clusters Score -1.479602e+08 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 205253 members 
Mstep: Class 2 contains 94403 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 2466 members 
Mstep: Class 5 contains 65074 members 
Mstep: Class 6 contains 3406 members 
Mstep: Class 7 contains 1641 members 
Mstep: Class 8 contains 55450 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 10 contains 17357 members 
Mstep: Class 11 contains 8234 members 
Mstep: Class 12 contains 23888 members 
Mstep: Class 13 contains 2901 members 
Mstep: Class 14 contains 13852 members 
Mstep: Class 15 contains 17788 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 8634 members 
Mstep: Class 19 contains 84399 members 
Mstep: Class 20 contains 10105 members 
Mstep: Class 21 contains 279494 members 
Mstep: Class 22 contains 5470 members 
Mstep: Class 23 contains 3920 members 
Mstep: Class 24 contains 4535 members 
Mstep: Class 25 contains 1242 members 
Mstep: Class 26 contains 44298 members 
Mstep: Class 27 contains 1980 members 
Mstep: Class 28 contains 3090 members 
Mstep: Class 29 contains 4958 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 266956 members 
Mstep: Class 32 contains 7893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147962208.000000 Penalty: 111382.570312
Iteration 43Q: 33 clusters Score -1.479622e+08 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 204174 members 
Mstep: Class 2 contains 95067 members 
Mstep: Class 3 contains 2282 members 
Mstep: Class 4 contains 2325 members 
Mstep: Class 5 contains 64734 members 
Mstep: Class 6 contains 3411 members 
Mstep: Class 7 contains 1643 members 
Mstep: Class 8 contains 55188 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 17886 members 
Mstep: Class 11 contains 8509 members 
Mstep: Class 12 contains 24068 members 
Mstep: Class 13 contains 2893 members 
Mstep: Class 14 contains 13331 members 
Mstep: Class 15 contains 17734 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 8661 members 
Mstep: Class 19 contains 84276 members 
Mstep: Class 20 contains 10602 members 
Mstep: Class 21 contains 280034 members 
Mstep: Class 22 contains 5666 members 
Mstep: Class 23 contains 4091 members 
Mstep: Class 24 contains 4568 members 
Mstep: Class 25 contains 1242 members 
Mstep: Class 26 contains 44432 members 
Mstep: Class 27 contains 1999 members 
Mstep: Class 28 contains 3130 members 
Mstep: Class 29 contains 5152 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 265849 members 
Mstep: Class 32 contains 8007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147963520.000000 Penalty: 111382.570312
Iteration 44Q: 33 clusters Score -1.479635e+08 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 203216 members 
Mstep: Class 2 contains 95609 members 
Mstep: Class 3 contains 2301 members 
Mstep: Class 4 contains 2195 members 
Mstep: Class 5 contains 64458 members 
Mstep: Class 6 contains 3438 members 
Mstep: Class 7 contains 1645 members 
Mstep: Class 8 contains 54946 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 18367 members 
Mstep: Class 11 contains 8779 members 
Mstep: Class 12 contains 24238 members 
Mstep: Class 13 contains 2887 members 
Mstep: Class 14 contains 12864 members 
Mstep: Class 15 contains 17695 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 8670 members 
Mstep: Class 19 contains 84142 members 
Mstep: Class 20 contains 11064 members 
Mstep: Class 21 contains 280552 members 
Mstep: Class 22 contains 5834 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 4594 members 
Mstep: Class 25 contains 1242 members 
Mstep: Class 26 contains 44518 members 
Mstep: Class 27 contains 2008 members 
Mstep: Class 28 contains 3171 members 
Mstep: Class 29 contains 5282 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 264911 members 
Mstep: Class 32 contains 8110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147964720.000000 Penalty: 111382.570312
Iteration 45Q: 33 clusters Score -1.479647e+08 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 202414 members 
Mstep: Class 2 contains 96081 members 
Mstep: Class 3 contains 2311 members 
Mstep: Class 4 contains 2101 members 
Mstep: Class 5 contains 64264 members 
Mstep: Class 6 contains 3484 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 54655 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 18841 members 
Mstep: Class 11 contains 9006 members 
Mstep: Class 12 contains 24386 members 
Mstep: Class 13 contains 2876 members 
Mstep: Class 14 contains 12424 members 
Mstep: Class 15 contains 17677 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 8712 members 
Mstep: Class 19 contains 84033 members 
Mstep: Class 20 contains 11486 members 
Mstep: Class 21 contains 280962 members 
Mstep: Class 22 contains 5966 members 
Mstep: Class 23 contains 4296 members 
Mstep: Class 24 contains 4614 members 
Mstep: Class 25 contains 1242 members 
Mstep: Class 26 contains 44593 members 
Mstep: Class 27 contains 2012 members 
Mstep: Class 28 contains 3200 members 
Mstep: Class 29 contains 5372 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 264103 members 
Mstep: Class 32 contains 8199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147964928.000000 Penalty: 111382.570312
Iteration 46Q: 33 clusters Score -1.479649e+08 nChanged 6819
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 201732 members 
Mstep: Class 2 contains 96466 members 
Mstep: Class 3 contains 2317 members 
Mstep: Class 4 contains 2033 members 
Mstep: Class 5 contains 64112 members 
Mstep: Class 6 contains 3522 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 54424 members 
Mstep: Class 9 contains 876 members 
Mstep: Class 10 contains 19250 members 
Mstep: Class 11 contains 9207 members 
Mstep: Class 12 contains 24501 members 
Mstep: Class 13 contains 2871 members 
Mstep: Class 14 contains 12027 members 
Mstep: Class 15 contains 17654 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 8763 members 
Mstep: Class 19 contains 83927 members 
Mstep: Class 20 contains 11905 members 
Mstep: Class 21 contains 281292 members 
Mstep: Class 22 contains 6079 members 
Mstep: Class 23 contains 4349 members 
Mstep: Class 24 contains 4639 members 
Mstep: Class 25 contains 1242 members 
Mstep: Class 26 contains 44658 members 
Mstep: Class 27 contains 2013 members 
Mstep: Class 28 contains 3215 members 
Mstep: Class 29 contains 5432 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 263405 members 
Mstep: Class 32 contains 8275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147965248.000000 Penalty: 111382.570312
Iteration 47Q: 33 clusters Score -1.479652e+08 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 201151 members 
Mstep: Class 2 contains 96857 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 2000 members 
Mstep: Class 5 contains 63937 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 54223 members 
Mstep: Class 9 contains 875 members 
Mstep: Class 10 contains 19622 members 
Mstep: Class 11 contains 9354 members 
Mstep: Class 12 contains 24587 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 14 contains 11655 members 
Mstep: Class 15 contains 17637 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 8806 members 
Mstep: Class 19 contains 83830 members 
Mstep: Class 20 contains 12304 members 
Mstep: Class 21 contains 281479 members 
Mstep: Class 22 contains 6171 members 
Mstep: Class 23 contains 4405 members 
Mstep: Class 24 contains 4670 members 
Mstep: Class 25 contains 1242 members 
Mstep: Class 26 contains 44735 members 
Mstep: Class 27 contains 2022 members 
Mstep: Class 28 contains 3224 members 
Mstep: Class 29 contains 5502 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 262793 members 
Mstep: Class 32 contains 8338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147966128.000000 Penalty: 111382.570312
Iteration 48Q: 33 clusters Score -1.479661e+08 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 200587 members 
Mstep: Class 2 contains 97199 members 
Mstep: Class 3 contains 2330 members 
Mstep: Class 4 contains 1970 members 
Mstep: Class 5 contains 63791 members 
Mstep: Class 6 contains 3650 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 54000 members 
Mstep: Class 9 contains 874 members 
Mstep: Class 10 contains 20005 members 
Mstep: Class 11 contains 9486 members 
Mstep: Class 12 contains 24664 members 
Mstep: Class 13 contains 2864 members 
Mstep: Class 14 contains 11303 members 
Mstep: Class 15 contains 17618 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 8856 members 
Mstep: Class 19 contains 83781 members 
Mstep: Class 20 contains 12654 members 
Mstep: Class 21 contains 281642 members 
Mstep: Class 22 contains 6234 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 1243 members 
Mstep: Class 26 contains 44796 members 
Mstep: Class 27 contains 2029 members 
Mstep: Class 28 contains 3230 members 
Mstep: Class 29 contains 5551 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 262304 members 
Mstep: Class 32 contains 8381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147966912.000000 Penalty: 111382.570312
Iteration 49Q: 33 clusters Score -1.479669e+08 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 200058 members 
Mstep: Class 2 contains 97540 members 
Mstep: Class 3 contains 2336 members 
Mstep: Class 4 contains 1947 members 
Mstep: Class 5 contains 63634 members 
Mstep: Class 6 contains 3700 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 53761 members 
Mstep: Class 9 contains 871 members 
Mstep: Class 10 contains 20430 members 
Mstep: Class 11 contains 9579 members 
Mstep: Class 12 contains 24724 members 
Mstep: Class 13 contains 2864 members 
Mstep: Class 14 contains 10985 members 
Mstep: Class 15 contains 17600 members 
Mstep: Class 16 contains 1780 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 8905 members 
Mstep: Class 19 contains 83675 members 
Mstep: Class 20 contains 12979 members 
Mstep: Class 21 contains 281692 members 
Mstep: Class 22 contains 6302 members 
Mstep: Class 23 contains 4553 members 
Mstep: Class 24 contains 4713 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 44900 members 
Mstep: Class 27 contains 2033 members 
Mstep: Class 28 contains 3235 members 
Mstep: Class 29 contains 5580 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 261932 members 
Mstep: Class 32 contains 8414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147968096.000000 Penalty: 111382.570312
Iteration 50Q: 33 clusters Score -1.479681e+08 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 199585 members 
Mstep: Class 2 contains 97820 members 
Mstep: Class 3 contains 2339 members 
Mstep: Class 4 contains 1924 members 
Mstep: Class 5 contains 63426 members 
Mstep: Class 6 contains 3749 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 53506 members 
Mstep: Class 9 contains 871 members 
Mstep: Class 10 contains 20880 members 
Mstep: Class 11 contains 9664 members 
Mstep: Class 12 contains 24767 members 
Mstep: Class 13 contains 2865 members 
Mstep: Class 14 contains 10716 members 
Mstep: Class 15 contains 17586 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 8968 members 
Mstep: Class 19 contains 83589 members 
Mstep: Class 20 contains 13287 members 
Mstep: Class 21 contains 281657 members 
Mstep: Class 22 contains 6363 members 
Mstep: Class 23 contains 4670 members 
Mstep: Class 24 contains 4727 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 45010 members 
Mstep: Class 27 contains 2036 members 
Mstep: Class 28 contains 3235 members 
Mstep: Class 29 contains 5594 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 261660 members 
Mstep: Class 32 contains 8447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147968960.000000 Penalty: 111382.570312
Iteration 51Q: 33 clusters Score -1.47969e+08 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 199126 members 
Mstep: Class 2 contains 98051 members 
Mstep: Class 3 contains 2341 members 
Mstep: Class 4 contains 1919 members 
Mstep: Class 5 contains 63200 members 
Mstep: Class 6 contains 3816 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 53199 members 
Mstep: Class 9 contains 871 members 
Mstep: Class 10 contains 21343 members 
Mstep: Class 11 contains 9739 members 
Mstep: Class 12 contains 24808 members 
Mstep: Class 13 contains 2859 members 
Mstep: Class 14 contains 10442 members 
Mstep: Class 15 contains 17579 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9049 members 
Mstep: Class 19 contains 83496 members 
Mstep: Class 20 contains 13538 members 
Mstep: Class 21 contains 281551 members 
Mstep: Class 22 contains 6420 members 
Mstep: Class 23 contains 4773 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 45102 members 
Mstep: Class 27 contains 2043 members 
Mstep: Class 28 contains 3237 members 
Mstep: Class 29 contains 5612 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 261580 members 
Mstep: Class 32 contains 8507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147970256.000000 Penalty: 111382.570312
Iteration 52Q: 33 clusters Score -1.479703e+08 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 198709 members 
Mstep: Class 2 contains 98244 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 1908 members 
Mstep: Class 5 contains 62941 members 
Mstep: Class 6 contains 3846 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 52892 members 
Mstep: Class 9 contains 871 members 
Mstep: Class 10 contains 21817 members 
Mstep: Class 11 contains 9817 members 
Mstep: Class 12 contains 24850 members 
Mstep: Class 13 contains 2854 members 
Mstep: Class 14 contains 10200 members 
Mstep: Class 15 contains 17559 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9110 members 
Mstep: Class 19 contains 83458 members 
Mstep: Class 20 contains 13789 members 
Mstep: Class 21 contains 281399 members 
Mstep: Class 22 contains 6481 members 
Mstep: Class 23 contains 4906 members 
Mstep: Class 24 contains 4752 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 45183 members 
Mstep: Class 27 contains 2045 members 
Mstep: Class 28 contains 3236 members 
Mstep: Class 29 contains 5629 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 261547 members 
Mstep: Class 32 contains 8549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147971008.000000 Penalty: 111382.570312
Iteration 53Q: 33 clusters Score -1.47971e+08 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 198343 members 
Mstep: Class 2 contains 98404 members 
Mstep: Class 3 contains 2363 members 
Mstep: Class 4 contains 1887 members 
Mstep: Class 5 contains 62630 members 
Mstep: Class 6 contains 3858 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 52495 members 
Mstep: Class 9 contains 871 members 
Mstep: Class 10 contains 22378 members 
Mstep: Class 11 contains 9902 members 
Mstep: Class 12 contains 24885 members 
Mstep: Class 13 contains 2849 members 
Mstep: Class 14 contains 9985 members 
Mstep: Class 15 contains 17536 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9140 members 
Mstep: Class 19 contains 83433 members 
Mstep: Class 20 contains 14053 members 
Mstep: Class 21 contains 281209 members 
Mstep: Class 22 contains 6520 members 
Mstep: Class 23 contains 5178 members 
Mstep: Class 24 contains 4749 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 45253 members 
Mstep: Class 27 contains 2045 members 
Mstep: Class 28 contains 3238 members 
Mstep: Class 29 contains 5638 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 261501 members 
Mstep: Class 32 contains 8598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147972144.000000 Penalty: 111382.570312
Iteration 54Q: 33 clusters Score -1.479721e+08 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 197961 members 
Mstep: Class 2 contains 98577 members 
Mstep: Class 3 contains 2378 members 
Mstep: Class 4 contains 1873 members 
Mstep: Class 5 contains 62352 members 
Mstep: Class 6 contains 3867 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 52127 members 
Mstep: Class 9 contains 871 members 
Mstep: Class 10 contains 22932 members 
Mstep: Class 11 contains 9983 members 
Mstep: Class 12 contains 24908 members 
Mstep: Class 13 contains 2849 members 
Mstep: Class 14 contains 9748 members 
Mstep: Class 15 contains 17513 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9170 members 
Mstep: Class 19 contains 83415 members 
Mstep: Class 20 contains 14305 members 
Mstep: Class 21 contains 281041 members 
Mstep: Class 22 contains 6558 members 
Mstep: Class 23 contains 5427 members 
Mstep: Class 24 contains 4756 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 45317 members 
Mstep: Class 27 contains 2045 members 
Mstep: Class 28 contains 3237 members 
Mstep: Class 29 contains 5641 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 261443 members 
Mstep: Class 32 contains 8647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147972656.000000 Penalty: 111382.570312
Iteration 55Q: 33 clusters Score -1.479727e+08 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 197605 members 
Mstep: Class 2 contains 98746 members 
Mstep: Class 3 contains 2398 members 
Mstep: Class 4 contains 1856 members 
Mstep: Class 5 contains 62124 members 
Mstep: Class 6 contains 3864 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 51716 members 
Mstep: Class 9 contains 871 members 
Mstep: Class 10 contains 23486 members 
Mstep: Class 11 contains 10064 members 
Mstep: Class 12 contains 24926 members 
Mstep: Class 13 contains 2849 members 
Mstep: Class 14 contains 9521 members 
Mstep: Class 15 contains 17492 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9187 members 
Mstep: Class 19 contains 83389 members 
Mstep: Class 20 contains 14537 members 
Mstep: Class 21 contains 280854 members 
Mstep: Class 22 contains 6596 members 
Mstep: Class 23 contains 5633 members 
Mstep: Class 24 contains 4762 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 45445 members 
Mstep: Class 27 contains 2046 members 
Mstep: Class 28 contains 3239 members 
Mstep: Class 29 contains 5644 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 261375 members 
Mstep: Class 32 contains 8716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147973088.000000 Penalty: 111382.570312
Iteration 56Q: 33 clusters Score -1.479731e+08 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 197327 members 
Mstep: Class 2 contains 98926 members 
Mstep: Class 3 contains 2404 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 61956 members 
Mstep: Class 6 contains 3862 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 51281 members 
Mstep: Class 9 contains 871 members 
Mstep: Class 10 contains 24037 members 
Mstep: Class 11 contains 10147 members 
Mstep: Class 12 contains 24959 members 
Mstep: Class 13 contains 2850 members 
Mstep: Class 14 contains 9310 members 
Mstep: Class 15 contains 17488 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9204 members 
Mstep: Class 19 contains 83319 members 
Mstep: Class 20 contains 14704 members 
Mstep: Class 21 contains 280636 members 
Mstep: Class 22 contains 6620 members 
Mstep: Class 23 contains 5806 members 
Mstep: Class 24 contains 4765 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 45585 members 
Mstep: Class 27 contains 2047 members 
Mstep: Class 28 contains 3233 members 
Mstep: Class 29 contains 5660 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 261348 members 
Mstep: Class 32 contains 8760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147973808.000000 Penalty: 111382.570312
Iteration 57Q: 33 clusters Score -1.479738e+08 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 197022 members 
Mstep: Class 2 contains 99101 members 
Mstep: Class 3 contains 2410 members 
Mstep: Class 4 contains 1819 members 
Mstep: Class 5 contains 61804 members 
Mstep: Class 6 contains 3855 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 50870 members 
Mstep: Class 9 contains 871 members 
Mstep: Class 10 contains 24584 members 
Mstep: Class 11 contains 10230 members 
Mstep: Class 12 contains 24974 members 
Mstep: Class 13 contains 2853 members 
Mstep: Class 14 contains 9118 members 
Mstep: Class 15 contains 17479 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9219 members 
Mstep: Class 19 contains 83241 members 
Mstep: Class 20 contains 14858 members 
Mstep: Class 21 contains 280431 members 
Mstep: Class 22 contains 6659 members 
Mstep: Class 23 contains 5956 members 
Mstep: Class 24 contains 4773 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 45733 members 
Mstep: Class 27 contains 2049 members 
Mstep: Class 28 contains 3230 members 
Mstep: Class 29 contains 5679 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 261322 members 
Mstep: Class 32 contains 8801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147973888.000000 Penalty: 111382.570312
Iteration 58Q: 33 clusters Score -1.479739e+08 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 196753 members 
Mstep: Class 2 contains 99292 members 
Mstep: Class 3 contains 2413 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 61681 members 
Mstep: Class 6 contains 3841 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 50474 members 
Mstep: Class 9 contains 871 members 
Mstep: Class 10 contains 25138 members 
Mstep: Class 11 contains 10304 members 
Mstep: Class 12 contains 24991 members 
Mstep: Class 13 contains 2852 members 
Mstep: Class 14 contains 8941 members 
Mstep: Class 15 contains 17462 members 
Mstep: Class 16 contains 1781 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9228 members 
Mstep: Class 19 contains 83177 members 
Mstep: Class 20 contains 15025 members 
Mstep: Class 21 contains 280180 members 
Mstep: Class 22 contains 6686 members 
Mstep: Class 23 contains 6092 members 
Mstep: Class 24 contains 4772 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 45896 members 
Mstep: Class 27 contains 2051 members 
Mstep: Class 28 contains 3226 members 
Mstep: Class 29 contains 5692 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 261231 members 
Mstep: Class 32 contains 8865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147973952.000000 Penalty: 111382.570312
Iteration 59Q: 33 clusters Score -1.47974e+08 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 846 members 
Mstep: Class 1 contains 196496 members 
Mstep: Class 2 contains 99477 members 
Mstep: Class 3 contains 2414 members 
Mstep: Class 4 contains 1795 members 
Mstep: Class 5 contains 61576 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 50066 members 
Mstep: Class 9 contains 871 members 
Mstep: Class 10 contains 25666 members 
Mstep: Class 11 contains 10378 members 
Mstep: Class 12 contains 25000 members 
Mstep: Class 13 contains 2856 members 
Mstep: Class 14 contains 8793 members 
Mstep: Class 15 contains 17454 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9232 members 
Mstep: Class 19 contains 83151 members 
Mstep: Class 20 contains 15185 members 
Mstep: Class 21 contains 279972 members 
Mstep: Class 22 contains 6716 members 
Mstep: Class 23 contains 6197 members 
Mstep: Class 24 contains 4772 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 46066 members 
Mstep: Class 27 contains 2055 members 
Mstep: Class 28 contains 3223 members 
Mstep: Class 29 contains 5707 members 
Mstep: Class 30 contains 700 members 
Mstep: Class 31 contains 261065 members 
Mstep: Class 32 contains 8923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147975008.000000 Penalty: 111382.570312
Iteration 60F: 33 clusters Score -1.47975e+08 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 196276 members 
Mstep: Class 2 contains 99650 members 
Mstep: Class 3 contains 2417 members 
Mstep: Class 4 contains 1766 members 
Mstep: Class 5 contains 61504 members 
Mstep: Class 6 contains 3826 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 49682 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 26133 members 
Mstep: Class 11 contains 10477 members 
Mstep: Class 12 contains 25015 members 
Mstep: Class 13 contains 2859 members 
Mstep: Class 14 contains 8636 members 
Mstep: Class 15 contains 17458 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9250 members 
Mstep: Class 19 contains 83082 members 
Mstep: Class 20 contains 15336 members 
Mstep: Class 21 contains 279773 members 
Mstep: Class 22 contains 6737 members 
Mstep: Class 23 contains 6269 members 
Mstep: Class 24 contains 4771 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 46278 members 
Mstep: Class 27 contains 2055 members 
Mstep: Class 28 contains 3218 members 
Mstep: Class 29 contains 5718 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 260908 members 
Mstep: Class 32 contains 8974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147976208.000000 Penalty: 111382.570312
Iteration 61Q: 33 clusters Score -1.479762e+08 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 196063 members 
Mstep: Class 2 contains 99793 members 
Mstep: Class 3 contains 2420 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 61435 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 49309 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 26577 members 
Mstep: Class 11 contains 10566 members 
Mstep: Class 12 contains 25036 members 
Mstep: Class 13 contains 2861 members 
Mstep: Class 14 contains 8508 members 
Mstep: Class 15 contains 17452 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9251 members 
Mstep: Class 19 contains 83002 members 
Mstep: Class 20 contains 15468 members 
Mstep: Class 21 contains 279625 members 
Mstep: Class 22 contains 6772 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 4769 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 46489 members 
Mstep: Class 27 contains 2055 members 
Mstep: Class 28 contains 3218 members 
Mstep: Class 29 contains 5735 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 260733 members 
Mstep: Class 32 contains 9037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147976384.000000 Penalty: 111382.570312
Iteration 62Q: 33 clusters Score -1.479764e+08 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 195865 members 
Mstep: Class 2 contains 99952 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 61371 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 48966 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 26980 members 
Mstep: Class 11 contains 10649 members 
Mstep: Class 12 contains 25045 members 
Mstep: Class 13 contains 2865 members 
Mstep: Class 14 contains 8380 members 
Mstep: Class 15 contains 17456 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9259 members 
Mstep: Class 19 contains 82917 members 
Mstep: Class 20 contains 15599 members 
Mstep: Class 21 contains 279457 members 
Mstep: Class 22 contains 6800 members 
Mstep: Class 23 contains 6386 members 
Mstep: Class 24 contains 4767 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 46722 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 3216 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 260550 members 
Mstep: Class 32 contains 9102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147976992.000000 Penalty: 111382.570312
Iteration 63Q: 33 clusters Score -1.47977e+08 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 195703 members 
Mstep: Class 2 contains 100118 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 1705 members 
Mstep: Class 5 contains 61318 members 
Mstep: Class 6 contains 3798 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 48693 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 27335 members 
Mstep: Class 11 contains 10731 members 
Mstep: Class 12 contains 25050 members 
Mstep: Class 13 contains 2866 members 
Mstep: Class 14 contains 8261 members 
Mstep: Class 15 contains 17466 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9271 members 
Mstep: Class 19 contains 82826 members 
Mstep: Class 20 contains 15701 members 
Mstep: Class 21 contains 279324 members 
Mstep: Class 22 contains 6830 members 
Mstep: Class 23 contains 6448 members 
Mstep: Class 24 contains 4764 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 46982 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 3206 members 
Mstep: Class 29 contains 5762 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 260268 members 
Mstep: Class 32 contains 9161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147977600.000000 Penalty: 111382.570312
Iteration 64Q: 33 clusters Score -1.479776e+08 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 195522 members 
Mstep: Class 2 contains 100293 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 1690 members 
Mstep: Class 5 contains 61288 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 48455 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 27665 members 
Mstep: Class 11 contains 10805 members 
Mstep: Class 12 contains 25049 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 14 contains 8138 members 
Mstep: Class 15 contains 17476 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9286 members 
Mstep: Class 19 contains 82727 members 
Mstep: Class 20 contains 15797 members 
Mstep: Class 21 contains 279280 members 
Mstep: Class 22 contains 6853 members 
Mstep: Class 23 contains 6500 members 
Mstep: Class 24 contains 4762 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 47214 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 3201 members 
Mstep: Class 29 contains 5771 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 259952 members 
Mstep: Class 32 contains 9212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147977776.000000 Penalty: 111382.570312
Iteration 65Q: 33 clusters Score -1.479778e+08 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 195378 members 
Mstep: Class 2 contains 100501 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 1676 members 
Mstep: Class 5 contains 61251 members 
Mstep: Class 6 contains 3757 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 48212 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 27954 members 
Mstep: Class 11 contains 10885 members 
Mstep: Class 12 contains 25065 members 
Mstep: Class 13 contains 2870 members 
Mstep: Class 14 contains 8013 members 
Mstep: Class 15 contains 17485 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9288 members 
Mstep: Class 19 contains 82663 members 
Mstep: Class 20 contains 15860 members 
Mstep: Class 21 contains 279224 members 
Mstep: Class 22 contains 6876 members 
Mstep: Class 23 contains 6562 members 
Mstep: Class 24 contains 4763 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 47450 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 3199 members 
Mstep: Class 29 contains 5780 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 259622 members 
Mstep: Class 32 contains 9253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147977952.000000 Penalty: 111382.570312
Iteration 66Q: 33 clusters Score -1.47978e+08 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 195231 members 
Mstep: Class 2 contains 100687 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 1670 members 
Mstep: Class 5 contains 61225 members 
Mstep: Class 6 contains 3734 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 47985 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 28216 members 
Mstep: Class 11 contains 10958 members 
Mstep: Class 12 contains 25074 members 
Mstep: Class 13 contains 2867 members 
Mstep: Class 14 contains 7904 members 
Mstep: Class 15 contains 17492 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9301 members 
Mstep: Class 19 contains 82664 members 
Mstep: Class 20 contains 15875 members 
Mstep: Class 21 contains 279186 members 
Mstep: Class 22 contains 6896 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 4765 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 47693 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 3195 members 
Mstep: Class 29 contains 5789 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 259280 members 
Mstep: Class 32 contains 9281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147978352.000000 Penalty: 111382.570312
Iteration 67Q: 33 clusters Score -1.479784e+08 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 195077 members 
Mstep: Class 2 contains 100880 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 1659 members 
Mstep: Class 5 contains 61213 members 
Mstep: Class 6 contains 3713 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 47746 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 28485 members 
Mstep: Class 11 contains 11036 members 
Mstep: Class 12 contains 25084 members 
Mstep: Class 13 contains 2863 members 
Mstep: Class 14 contains 7798 members 
Mstep: Class 15 contains 17503 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9310 members 
Mstep: Class 19 contains 82641 members 
Mstep: Class 20 contains 15881 members 
Mstep: Class 21 contains 279127 members 
Mstep: Class 22 contains 6910 members 
Mstep: Class 23 contains 6671 members 
Mstep: Class 24 contains 4768 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 47987 members 
Mstep: Class 27 contains 2055 members 
Mstep: Class 28 contains 3192 members 
Mstep: Class 29 contains 5797 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 258952 members 
Mstep: Class 32 contains 9295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147978720.000000 Penalty: 111382.570312
Iteration 68Q: 33 clusters Score -1.479787e+08 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 194970 members 
Mstep: Class 2 contains 101077 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 1654 members 
Mstep: Class 5 contains 61194 members 
Mstep: Class 6 contains 3691 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 47536 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 28730 members 
Mstep: Class 11 contains 11099 members 
Mstep: Class 12 contains 25093 members 
Mstep: Class 13 contains 2858 members 
Mstep: Class 14 contains 7664 members 
Mstep: Class 15 contains 17511 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9326 members 
Mstep: Class 19 contains 82630 members 
Mstep: Class 20 contains 15866 members 
Mstep: Class 21 contains 279097 members 
Mstep: Class 22 contains 6917 members 
Mstep: Class 23 contains 6722 members 
Mstep: Class 24 contains 4772 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 48300 members 
Mstep: Class 27 contains 2055 members 
Mstep: Class 28 contains 3186 members 
Mstep: Class 29 contains 5799 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 258597 members 
Mstep: Class 32 contains 9300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147979632.000000 Penalty: 111382.570312
Iteration 69Q: 33 clusters Score -1.479796e+08 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 194885 members 
Mstep: Class 2 contains 101274 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 1638 members 
Mstep: Class 5 contains 61185 members 
Mstep: Class 6 contains 3661 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 47351 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 28930 members 
Mstep: Class 11 contains 11159 members 
Mstep: Class 12 contains 25101 members 
Mstep: Class 13 contains 2859 members 
Mstep: Class 14 contains 7553 members 
Mstep: Class 15 contains 17528 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9340 members 
Mstep: Class 19 contains 82615 members 
Mstep: Class 20 contains 15816 members 
Mstep: Class 21 contains 279063 members 
Mstep: Class 22 contains 6919 members 
Mstep: Class 23 contains 6760 members 
Mstep: Class 24 contains 4773 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 48611 members 
Mstep: Class 27 contains 2055 members 
Mstep: Class 28 contains 3178 members 
Mstep: Class 29 contains 5806 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 258284 members 
Mstep: Class 32 contains 9302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147979664.000000 Penalty: 111382.570312
Iteration 70Q: 33 clusters Score -1.479797e+08 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 194798 members 
Mstep: Class 2 contains 101459 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 1621 members 
Mstep: Class 5 contains 61179 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 47165 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 29121 members 
Mstep: Class 11 contains 11214 members 
Mstep: Class 12 contains 25109 members 
Mstep: Class 13 contains 2858 members 
Mstep: Class 14 contains 7447 members 
Mstep: Class 15 contains 17535 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9360 members 
Mstep: Class 19 contains 82594 members 
Mstep: Class 20 contains 15739 members 
Mstep: Class 21 contains 278943 members 
Mstep: Class 22 contains 6927 members 
Mstep: Class 23 contains 6792 members 
Mstep: Class 24 contains 4775 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 48987 members 
Mstep: Class 27 contains 2055 members 
Mstep: Class 28 contains 3176 members 
Mstep: Class 29 contains 5817 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 258037 members 
Mstep: Class 32 contains 9314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147979952.000000 Penalty: 111382.570312
Iteration 71Q: 33 clusters Score -1.4798e+08 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 194711 members 
Mstep: Class 2 contains 101676 members 
Mstep: Class 3 contains 2422 members 
Mstep: Class 4 contains 1610 members 
Mstep: Class 5 contains 61187 members 
Mstep: Class 6 contains 3600 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 47029 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 29265 members 
Mstep: Class 11 contains 11255 members 
Mstep: Class 12 contains 25122 members 
Mstep: Class 13 contains 2859 members 
Mstep: Class 14 contains 7344 members 
Mstep: Class 15 contains 17539 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9379 members 
Mstep: Class 19 contains 82550 members 
Mstep: Class 20 contains 15561 members 
Mstep: Class 21 contains 278826 members 
Mstep: Class 22 contains 6934 members 
Mstep: Class 23 contains 6808 members 
Mstep: Class 24 contains 4776 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 49414 members 
Mstep: Class 27 contains 2055 members 
Mstep: Class 28 contains 3171 members 
Mstep: Class 29 contains 5820 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 257842 members 
Mstep: Class 32 contains 9314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147980832.000000 Penalty: 111382.570312
Iteration 72Q: 33 clusters Score -1.479808e+08 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 194592 members 
Mstep: Class 2 contains 101868 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 1605 members 
Mstep: Class 5 contains 61182 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 46899 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 29420 members 
Mstep: Class 11 contains 11293 members 
Mstep: Class 12 contains 25124 members 
Mstep: Class 13 contains 2858 members 
Mstep: Class 14 contains 7248 members 
Mstep: Class 15 contains 17535 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9395 members 
Mstep: Class 19 contains 82507 members 
Mstep: Class 20 contains 15417 members 
Mstep: Class 21 contains 278638 members 
Mstep: Class 22 contains 6941 members 
Mstep: Class 23 contains 6834 members 
Mstep: Class 24 contains 4775 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 49905 members 
Mstep: Class 27 contains 2055 members 
Mstep: Class 28 contains 3168 members 
Mstep: Class 29 contains 5827 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 257666 members 
Mstep: Class 32 contains 9315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147981312.000000 Penalty: 111382.570312
Iteration 73Q: 33 clusters Score -1.479813e+08 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 194498 members 
Mstep: Class 2 contains 102079 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 1602 members 
Mstep: Class 5 contains 61181 members 
Mstep: Class 6 contains 3557 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 46772 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 29553 members 
Mstep: Class 11 contains 11327 members 
Mstep: Class 12 contains 25131 members 
Mstep: Class 13 contains 2854 members 
Mstep: Class 14 contains 7158 members 
Mstep: Class 15 contains 17532 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9402 members 
Mstep: Class 19 contains 82439 members 
Mstep: Class 20 contains 15237 members 
Mstep: Class 21 contains 278475 members 
Mstep: Class 22 contains 6951 members 
Mstep: Class 23 contains 6855 members 
Mstep: Class 24 contains 4776 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 50425 members 
Mstep: Class 27 contains 2055 members 
Mstep: Class 28 contains 3163 members 
Mstep: Class 29 contains 5835 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 257458 members 
Mstep: Class 32 contains 9328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147981616.000000 Penalty: 111382.570312
Iteration 74Q: 33 clusters Score -1.479816e+08 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 194423 members 
Mstep: Class 2 contains 102274 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 61195 members 
Mstep: Class 6 contains 3544 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 46656 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 29701 members 
Mstep: Class 11 contains 11347 members 
Mstep: Class 12 contains 25134 members 
Mstep: Class 13 contains 2845 members 
Mstep: Class 14 contains 7070 members 
Mstep: Class 15 contains 17530 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9408 members 
Mstep: Class 19 contains 82359 members 
Mstep: Class 20 contains 15073 members 
Mstep: Class 21 contains 278221 members 
Mstep: Class 22 contains 6962 members 
Mstep: Class 23 contains 6876 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 50939 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 3160 members 
Mstep: Class 29 contains 5839 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 257289 members 
Mstep: Class 32 contains 9356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147982464.000000 Penalty: 111382.570312
Iteration 75Q: 33 clusters Score -1.479825e+08 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 194338 members 
Mstep: Class 2 contains 102456 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 1612 members 
Mstep: Class 5 contains 61209 members 
Mstep: Class 6 contains 3536 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 46517 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 29853 members 
Mstep: Class 11 contains 11371 members 
Mstep: Class 12 contains 25143 members 
Mstep: Class 13 contains 2839 members 
Mstep: Class 14 contains 7014 members 
Mstep: Class 15 contains 17532 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9399 members 
Mstep: Class 19 contains 82303 members 
Mstep: Class 20 contains 14908 members 
Mstep: Class 21 contains 277993 members 
Mstep: Class 22 contains 6973 members 
Mstep: Class 23 contains 6883 members 
Mstep: Class 24 contains 4781 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 51518 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 3158 members 
Mstep: Class 29 contains 5842 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 257045 members 
Mstep: Class 32 contains 9364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147982928.000000 Penalty: 111382.570312
Iteration 76Q: 33 clusters Score -1.479829e+08 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 194246 members 
Mstep: Class 2 contains 102614 members 
Mstep: Class 3 contains 2428 members 
Mstep: Class 4 contains 1607 members 
Mstep: Class 5 contains 61210 members 
Mstep: Class 6 contains 3529 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 46382 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 29992 members 
Mstep: Class 11 contains 11394 members 
Mstep: Class 12 contains 25148 members 
Mstep: Class 13 contains 2837 members 
Mstep: Class 14 contains 6948 members 
Mstep: Class 15 contains 17536 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9407 members 
Mstep: Class 19 contains 82250 members 
Mstep: Class 20 contains 14685 members 
Mstep: Class 21 contains 277804 members 
Mstep: Class 22 contains 6978 members 
Mstep: Class 23 contains 6887 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 52126 members 
Mstep: Class 27 contains 2056 members 
Mstep: Class 28 contains 3158 members 
Mstep: Class 29 contains 5847 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 256846 members 
Mstep: Class 32 contains 9375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147983648.000000 Penalty: 111382.570312
Iteration 77Q: 33 clusters Score -1.479836e+08 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 194178 members 
Mstep: Class 2 contains 102772 members 
Mstep: Class 3 contains 2427 members 
Mstep: Class 4 contains 1604 members 
Mstep: Class 5 contains 61203 members 
Mstep: Class 6 contains 3523 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 46245 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 30141 members 
Mstep: Class 11 contains 11431 members 
Mstep: Class 12 contains 25148 members 
Mstep: Class 13 contains 2827 members 
Mstep: Class 14 contains 6882 members 
Mstep: Class 15 contains 17535 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9416 members 
Mstep: Class 19 contains 82227 members 
Mstep: Class 20 contains 14429 members 
Mstep: Class 21 contains 277586 members 
Mstep: Class 22 contains 6990 members 
Mstep: Class 23 contains 6882 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 52705 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 3158 members 
Mstep: Class 29 contains 5861 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 256685 members 
Mstep: Class 32 contains 9378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147984064.000000 Penalty: 111382.570312
Iteration 78Q: 33 clusters Score -1.479841e+08 nChanged 3979
Entering ConstructFrom: 
Score: -147984064.000000 Penalty: 111382.570312
Entering ConstructFrom: 
Trying to split cluster 1 (194057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194057 members 
Entering Unmasked Estep 
Score: -23574840.000000 Penalty: 3019.625000
	Iteration 0F: 2 clusters Score -2.357484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97049 members 
Mstep: Class 2 contains 97008 members 
Entering Unmasked Estep 
Score: -23446894.000000 Penalty: 6039.250000
	Iteration 0F: 3 clusters Score -2.344689e+07 nChanged 93145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95744 members 
Mstep: Class 2 contains 98313 members 
Entering Unmasked Estep 
Score: -23501448.000000 Penalty: 6039.250000
	Iteration 1F: 3 clusters Score -2.350145e+07 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94367 members 
Mstep: Class 2 contains 99690 members 
Entering Unmasked Estep 
Score: -23503112.000000 Penalty: 6039.250000
	Iteration 2Q: 3 clusters Score -2.350311e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91982 members 
Mstep: Class 2 contains 102075 members 
Entering Unmasked Estep 
Score: -23505494.000000 Penalty: 6039.250000
	Iteration 3Q: 3 clusters Score -2.350549e+07 nChanged 8742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88156 members 
Mstep: Class 2 contains 105901 members 
Entering Unmasked Estep 
Score: -23509208.000000 Penalty: 6039.250000
	Iteration 4Q: 3 clusters Score -2.350921e+07 nChanged 10826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82376 members 
Mstep: Class 2 contains 111681 members 
Entering Unmasked Estep 
Score: -23514752.000000 Penalty: 6039.250000
	Iteration 5F: 3 clusters Score -2.351475e+07 nChanged 12489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74645 members 
Mstep: Class 2 contains 119412 members 
Entering Unmasked Estep 
Score: -23522114.000000 Penalty: 6039.250000
	Iteration 6F: 3 clusters Score -2.352211e+07 nChanged 13199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 128617 members 
Entering Unmasked Estep 
Score: -23530850.000000 Penalty: 6039.250000
	Iteration 7F: 3 clusters Score -2.353085e+07 nChanged 12738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 138405 members 
Entering Unmasked Estep 
Score: -23539784.000000 Penalty: 6039.250000
	Iteration 8F: 3 clusters Score -2.353978e+07 nChanged 11240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 147801 members 
Entering Unmasked Estep 
Score: -23547872.000000 Penalty: 6039.250000
	Iteration 9F: 3 clusters Score -2.354787e+07 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 156075 members 
Entering Unmasked Estep 
Score: -23554612.000000 Penalty: 6039.250000
	Iteration 10Q: 3 clusters Score -2.355461e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 162761 members 
Entering Unmasked Estep 
Score: -23559506.000000 Penalty: 6039.250000
	Iteration 11Q: 3 clusters Score -2.355951e+07 nChanged 5488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 168151 members 
Entering Unmasked Estep 
Score: -23562974.000000 Penalty: 6039.250000
	Iteration 12Q: 3 clusters Score -2.356297e+07 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 172417 members 
Entering Unmasked Estep 
Score: -23565528.000000 Penalty: 6039.250000
	Iteration 13Q: 3 clusters Score -2.356553e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 175961 members 
Entering Unmasked Estep 
Score: -23567464.000000 Penalty: 6039.250000
	Iteration 14Q: 3 clusters Score -2.356746e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 178886 members 
Entering Unmasked Estep 
Score: -23568646.000000 Penalty: 6039.250000
	Iteration 15Q: 3 clusters Score -2.356865e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 181355 members 
Entering Unmasked Estep 
Score: -23569742.000000 Penalty: 6039.250000
	Iteration 16Q: 3 clusters Score -2.356974e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 183418 members 
Entering Unmasked Estep 
Score: -23570528.000000 Penalty: 6039.250000
	Iteration 17Q: 3 clusters Score -2.357053e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 185147 members 
Entering Unmasked Estep 
Score: -23571052.000000 Penalty: 6039.250000
	Iteration 18Q: 3 clusters Score -2.357105e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 186564 members 
Entering Unmasked Estep 
Score: -23571558.000000 Penalty: 6039.250000
	Iteration 19Q: 3 clusters Score -2.357156e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 187672 members 
Entering Unmasked Estep 
Score: -23571908.000000 Penalty: 6039.250000
	Iteration 20F: 3 clusters Score -2.357191e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 188562 members 
Entering Unmasked Estep 
Score: -23572198.000000 Penalty: 6039.250000
	Iteration 21Q: 3 clusters Score -2.35722e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 189299 members 
Entering Unmasked Estep 
Score: -23572378.000000 Penalty: 6039.250000
	Iteration 22Q: 3 clusters Score -2.357238e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 189869 members 
Entering Unmasked Estep 
Score: -23572470.000000 Penalty: 6039.250000
	Iteration 23Q: 3 clusters Score -2.357247e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 190308 members 
Entering Unmasked Estep 
Score: -23572556.000000 Penalty: 6039.250000
	Iteration 24Q: 3 clusters Score -2.357256e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 190661 members 
Entering Unmasked Estep 
Score: -23572678.000000 Penalty: 6039.250000
	Iteration 25Q: 3 clusters Score -2.357268e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 190948 members 
Entering Unmasked Estep 
Score: -23572704.000000 Penalty: 6039.250000
	Iteration 26Q: 3 clusters Score -2.35727e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 191180 members 
Entering Unmasked Estep 
Score: -23572740.000000 Penalty: 6039.250000
	Iteration 27Q: 3 clusters Score -2.357274e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 191389 members 
Entering Unmasked Estep 
Score: -23572798.000000 Penalty: 6039.250000
	Iteration 28Q: 3 clusters Score -2.35728e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 191553 members 
Entering Unmasked Estep 
Score: -23572842.000000 Penalty: 6039.250000
	Iteration 29Q: 3 clusters Score -2.357284e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 191676 members 
Entering Unmasked Estep 
Score: -23572864.000000 Penalty: 6039.250000
	Iteration 30Q: 3 clusters Score -2.357286e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 191784 members 
Entering Unmasked Estep 
Score: -23572882.000000 Penalty: 6039.250000
	Iteration 31Q: 3 clusters Score -2.357288e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 191874 members 
Entering Unmasked Estep 
Score: -23572900.000000 Penalty: 6039.250000
	Iteration 32Q: 3 clusters Score -2.35729e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 191953 members 
Entering Unmasked Estep 
Score: -23572920.000000 Penalty: 6039.250000
	Iteration 33Q: 3 clusters Score -2.357292e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 192001 members 
Entering Unmasked Estep 
Score: -23572928.000000 Penalty: 6039.250000
	Iteration 34Q: 3 clusters Score -2.357293e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 192047 members 
Entering Unmasked Estep 
Score: -23572916.000000 Penalty: 6039.250000
	Iteration 35Q: 3 clusters Score -2.357292e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 192089 members 
Entering Unmasked Estep 
Score: -23572902.000000 Penalty: 6039.250000
	Iteration 36Q: 3 clusters Score -2.35729e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 192130 members 
Entering Unmasked Estep 
Score: -23572906.000000 Penalty: 6039.250000
	Iteration 37Q: 3 clusters Score -2.357291e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 192164 members 
Entering Unmasked Estep 
Score: -23572918.000000 Penalty: 6039.250000
	Iteration 38Q: 3 clusters Score -2.357292e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 192190 members 
Entering Unmasked Estep 
Score: -23572886.000000 Penalty: 6039.250000
	Iteration 39Q: 3 clusters Score -2.357289e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 192213 members 
Entering Unmasked Estep 
Score: -23572918.000000 Penalty: 6039.250000
	Iteration 40F: 3 clusters Score -2.357292e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 192237 members 
Entering Unmasked Estep 
Score: -23572930.000000 Penalty: 6039.250000
	Iteration 41Q: 3 clusters Score -2.357293e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 192260 members 
Entering Unmasked Estep 
Score: -23572900.000000 Penalty: 6039.250000
	Iteration 42Q: 3 clusters Score -2.35729e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 192277 members 
Entering Unmasked Estep 
Score: -23572910.000000 Penalty: 6039.250000
	Iteration 43Q: 3 clusters Score -2.357291e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 192289 members 
Entering Unmasked Estep 
Score: -23572892.000000 Penalty: 6039.250000
	Iteration 44Q: 3 clusters Score -2.357289e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 192307 members 
Entering Unmasked Estep 
Score: -23572900.000000 Penalty: 6039.250000
	Iteration 45Q: 3 clusters Score -2.35729e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 192325 members 
Entering Unmasked Estep 
Score: -23572906.000000 Penalty: 6039.250000
	Iteration 46Q: 3 clusters Score -2.357291e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 192336 members 
Entering Unmasked Estep 
Score: -23572930.000000 Penalty: 6039.250000
	Iteration 47Q: 3 clusters Score -2.357293e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 192353 members 
Entering Unmasked Estep 
Score: -23572896.000000 Penalty: 6039.250000
	Iteration 48Q: 3 clusters Score -2.35729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 192362 members 
Entering Unmasked Estep 
Score: -23572916.000000 Penalty: 6039.250000
	Iteration 49Q: 3 clusters Score -2.357292e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 192370 members 
Entering Unmasked Estep 
Score: -23572914.000000 Penalty: 6039.250000
	Iteration 50Q: 3 clusters Score -2.357291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 192377 members 
Entering Unmasked Estep 
Score: -23572922.000000 Penalty: 6039.250000
	Iteration 51Q: 3 clusters Score -2.357292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 192385 members 
Entering Unmasked Estep 
Score: -23572924.000000 Penalty: 6039.250000
	Iteration 52Q: 3 clusters Score -2.357292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 192388 members 
Entering Unmasked Estep 
Score: -23572924.000000 Penalty: 6039.250000
	Iteration 53Q: 3 clusters Score -2.357292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 192394 members 
Entering Unmasked Estep 
Score: -23572940.000000 Penalty: 6039.250000
	Iteration 54Q: 3 clusters Score -2.357294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 192398 members 
Entering Unmasked Estep 
Score: -23572946.000000 Penalty: 6039.250000
	Iteration 55Q: 3 clusters Score -2.357295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 192401 members 
Entering Unmasked Estep 
Score: -23572954.000000 Penalty: 6039.250000
	Iteration 56Q: 3 clusters Score -2.357295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 192404 members 
Entering Unmasked Estep 
Score: -23572956.000000 Penalty: 6039.250000
	Iteration 57Q: 3 clusters Score -2.357296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 192404 members 
Entering Unmasked Estep 
Score: -23572962.000000 Penalty: 6039.250000
	Iteration 58Q: 3 clusters Score -2.357296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 192405 members 
Entering Unmasked Estep 
Score: -23572960.000000 Penalty: 6039.250000
	Iteration 59Q: 3 clusters Score -2.357296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 192405 members 
Entering Unmasked Estep 
Score: -23572960.000000 Penalty: 6039.250000
	Iteration 60F: 3 clusters Score -2.357296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (102903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102903 members 
Entering Unmasked Estep 
Score: -12461190.000000 Penalty: 2862.302490
	Iteration 0F: 2 clusters Score -1.246119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -12392257.000000 Penalty: 5724.604980
	Iteration 0F: 3 clusters Score -1.239226e+07 nChanged 48679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -12420046.000000 Penalty: 5724.604980
	Iteration 1F: 3 clusters Score -1.242005e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 55180 members 
Entering Unmasked Estep 
Score: -12420887.000000 Penalty: 5724.604980
	Iteration 2Q: 3 clusters Score -1.242089e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 57054 members 
Entering Unmasked Estep 
Score: -12421896.000000 Penalty: 5724.604980
	Iteration 3Q: 3 clusters Score -1.24219e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 59846 members 
Entering Unmasked Estep 
Score: -12423349.000000 Penalty: 5724.604980
	Iteration 4Q: 3 clusters Score -1.242335e+07 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 63939 members 
Entering Unmasked Estep 
Score: -12425595.000000 Penalty: 5724.604980
	Iteration 5Q: 3 clusters Score -1.24256e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 69550 members 
Entering Unmasked Estep 
Score: -12429044.000000 Penalty: 5724.604980
	Iteration 6F: 3 clusters Score -1.242904e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 76899 members 
Entering Unmasked Estep 
Score: -12434786.000000 Penalty: 5724.604980
	Iteration 7F: 3 clusters Score -1.243479e+07 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 85295 members 
Entering Unmasked Estep 
Score: -12442387.000000 Penalty: 5724.604980
	Iteration 8F: 3 clusters Score -1.244239e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 92855 members 
Entering Unmasked Estep 
Score: -12449565.000000 Penalty: 5724.604980
	Iteration 9F: 3 clusters Score -1.244956e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 98000 members 
Entering Unmasked Estep 
Score: -12454502.000000 Penalty: 5724.604980
	Iteration 10Q: 3 clusters Score -1.24545e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 100630 members 
Entering Unmasked Estep 
Score: -12456902.000000 Penalty: 5724.604980
	Iteration 11Q: 3 clusters Score -1.24569e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 101737 members 
Entering Unmasked Estep 
Score: -12457872.000000 Penalty: 5724.604980
	Iteration 12Q: 3 clusters Score -1.245787e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 102126 members 
Entering Unmasked Estep 
Score: -12458256.000000 Penalty: 5724.604980
	Iteration 13Q: 3 clusters Score -1.245826e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 102286 members 
Entering Unmasked Estep 
Score: -12458395.000000 Penalty: 5724.604980
	Iteration 14Q: 3 clusters Score -1.24584e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 102366 members 
Entering Unmasked Estep 
Score: -12458506.000000 Penalty: 5724.604980
	Iteration 15Q: 3 clusters Score -1.245851e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 102421 members 
Entering Unmasked Estep 
Score: -12458579.000000 Penalty: 5724.604980
	Iteration 16Q: 3 clusters Score -1.245858e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 102453 members 
Entering Unmasked Estep 
Score: -12458648.000000 Penalty: 5724.604980
	Iteration 17Q: 3 clusters Score -1.245865e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 102474 members 
Entering Unmasked Estep 
Score: -12458668.000000 Penalty: 5724.604980
	Iteration 18Q: 3 clusters Score -1.245867e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 102489 members 
Entering Unmasked Estep 
Score: -12458684.000000 Penalty: 5724.604980
	Iteration 19Q: 3 clusters Score -1.245868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 102491 members 
Entering Unmasked Estep 
Score: -12458693.000000 Penalty: 5724.604980
	Iteration 20F: 3 clusters Score -1.245869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 102494 members 
Entering Unmasked Estep 
Score: -12458703.000000 Penalty: 5724.604980
	Iteration 21Q: 3 clusters Score -1.24587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 102499 members 
Entering Unmasked Estep 
Score: -12458708.000000 Penalty: 5724.604980
	Iteration 22Q: 3 clusters Score -1.245871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -12458709.000000 Penalty: 5724.604980
	Iteration 23Q: 3 clusters Score -1.245871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -12458713.000000 Penalty: 5724.604980
	Iteration 24Q: 3 clusters Score -1.245871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 102503 members 
Entering Unmasked Estep 
Score: -12458713.000000 Penalty: 5724.604980
	Iteration 25F: 3 clusters Score -1.245871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Entering Unmasked Estep 
Score: -280578.937500 Penalty: 1932.911743
	Iteration 0F: 2 clusters Score -280578.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -277689.468750 Penalty: 3865.823486
	Iteration 0F: 3 clusters Score -277689.5 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -278278.406250 Penalty: 3865.823486
	Iteration 1F: 3 clusters Score -278278.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -278518.625000 Penalty: 3865.823486
	Iteration 2F: 3 clusters Score -278518.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -278753.437500 Penalty: 3865.823486
	Iteration 3F: 3 clusters Score -278753.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -278956.656250 Penalty: 3865.823486
	Iteration 4F: 3 clusters Score -278956.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -279102.093750 Penalty: 3865.823486
	Iteration 5Q: 3 clusters Score -279102.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -279251.062500 Penalty: 3865.823486
	Iteration 6Q: 3 clusters Score -279251.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -279357.437500 Penalty: 3865.823486
	Iteration 7Q: 3 clusters Score -279357.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -279429.375000 Penalty: 3865.823486
	Iteration 8Q: 3 clusters Score -279429.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -279467.656250 Penalty: 3865.823486
	Iteration 9Q: 3 clusters Score -279467.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -279501.468750 Penalty: 3865.823486
	Iteration 10Q: 3 clusters Score -279501.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -279527.312500 Penalty: 3865.823486
	Iteration 11Q: 3 clusters Score -279527.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -279540.406250 Penalty: 3865.823486
	Iteration 12Q: 3 clusters Score -279540.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -279548.875000 Penalty: 3865.823486
	Iteration 13Q: 3 clusters Score -279548.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -279553.468750 Penalty: 3865.823486
	Iteration 14Q: 3 clusters Score -279553.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -279560.093750 Penalty: 3865.823486
	Iteration 15Q: 3 clusters Score -279560.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -279569.031250 Penalty: 3865.823486
	Iteration 16Q: 3 clusters Score -279569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -279583.125000 Penalty: 3865.823486
	Iteration 17Q: 3 clusters Score -279583.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -279598.343750 Penalty: 3865.823486
	Iteration 18Q: 3 clusters Score -279598.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -279611.281250 Penalty: 3865.823486
	Iteration 19Q: 3 clusters Score -279611.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -279620.656250 Penalty: 3865.823486
	Iteration 20F: 3 clusters Score -279620.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -279630.625000 Penalty: 3865.823486
	Iteration 21Q: 3 clusters Score -279630.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -279637.000000 Penalty: 3865.823486
	Iteration 22Q: 3 clusters Score -279637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -279639.437500 Penalty: 3865.823486
	Iteration 23Q: 3 clusters Score -279639.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -279642.500000 Penalty: 3865.823486
	Iteration 24Q: 3 clusters Score -279642.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -279649.187500 Penalty: 3865.823486
	Iteration 25Q: 3 clusters Score -279649.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -279655.875000 Penalty: 3865.823486
	Iteration 26Q: 3 clusters Score -279655.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -279667.375000 Penalty: 3865.823486
	Iteration 27Q: 3 clusters Score -279667.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -279674.062500 Penalty: 3865.823486
	Iteration 28Q: 3 clusters Score -279674.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -279677.875000 Penalty: 3865.823486
	Iteration 29Q: 3 clusters Score -279677.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -279679.812500 Penalty: 3865.823486
	Iteration 30Q: 3 clusters Score -279679.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -279680.062500 Penalty: 3865.823486
	Iteration 31Q: 3 clusters Score -279680.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -279680.062500 Penalty: 3865.823486
	Iteration 32F: 3 clusters Score -279680.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -183416.187500 Penalty: 1829.684204
	Iteration 0F: 2 clusters Score -183416.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -181093.968750 Penalty: 3659.368408
	Iteration 0F: 3 clusters Score -181094 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -181481.156250 Penalty: 3659.368408
	Iteration 1F: 3 clusters Score -181481.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -181688.828125 Penalty: 3659.368408
	Iteration 2F: 3 clusters Score -181688.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -181951.781250 Penalty: 3659.368408
	Iteration 3F: 3 clusters Score -181951.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -182321.968750 Penalty: 3659.368408
	Iteration 4F: 3 clusters Score -182322 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -182690.031250 Penalty: 3659.368408
	Iteration 5F: 3 clusters Score -182690 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -182910.250000 Penalty: 3659.368408
	Iteration 6F: 3 clusters Score -182910.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -183008.140625 Penalty: 3659.368408
	Iteration 7Q: 3 clusters Score -183008.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -183054.046875 Penalty: 3659.368408
	Iteration 8Q: 3 clusters Score -183054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -183078.625000 Penalty: 3659.368408
	Iteration 9Q: 3 clusters Score -183078.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -183088.640625 Penalty: 3659.368408
	Iteration 10Q: 3 clusters Score -183088.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -183097.390625 Penalty: 3659.368408
	Iteration 11Q: 3 clusters Score -183097.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -183104.062500 Penalty: 3659.368408
	Iteration 12Q: 3 clusters Score -183104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -183106.796875 Penalty: 3659.368408
	Iteration 13Q: 3 clusters Score -183106.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -183109.687500 Penalty: 3659.368408
	Iteration 14Q: 3 clusters Score -183109.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -183111.531250 Penalty: 3659.368408
	Iteration 15Q: 3 clusters Score -183111.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -183112.703125 Penalty: 3659.368408
	Iteration 16Q: 3 clusters Score -183112.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -183113.265625 Penalty: 3659.368408
	Iteration 17Q: 3 clusters Score -183113.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -183113.265625 Penalty: 3659.368408
	Iteration 18F: 3 clusters Score -183113.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61206 members 
Entering Unmasked Estep 
Score: -7530702.000000 Penalty: 2733.456055
	Iteration 0F: 2 clusters Score -7530702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -7489367.000000 Penalty: 5466.912109
	Iteration 0F: 3 clusters Score -7489367 nChanged 28679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -7505799.500000 Penalty: 5466.912109
	Iteration 1F: 3 clusters Score -7505800 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -7506695.000000 Penalty: 5466.912109
	Iteration 2Q: 3 clusters Score -7506695 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -7508108.500000 Penalty: 5466.912109
	Iteration 3Q: 3 clusters Score -7508108 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -7510234.000000 Penalty: 5466.912109
	Iteration 4F: 3 clusters Score -7510234 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -7513225.500000 Penalty: 5466.912109
	Iteration 5F: 3 clusters Score -7513226 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -7517017.000000 Penalty: 5466.912109
	Iteration 6F: 3 clusters Score -7517017 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -7520979.500000 Penalty: 5466.912109
	Iteration 7F: 3 clusters Score -7520980 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -7524128.500000 Penalty: 5466.912109
	Iteration 8F: 3 clusters Score -7524128 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57220 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -7526076.500000 Penalty: 5466.912109
	Iteration 9Q: 3 clusters Score -7526076 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -7527074.000000 Penalty: 5466.912109
	Iteration 10Q: 3 clusters Score -7527074 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -7527570.500000 Penalty: 5466.912109
	Iteration 11Q: 3 clusters Score -7527570 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -7527863.000000 Penalty: 5466.912109
	Iteration 12Q: 3 clusters Score -7527863 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -7528041.500000 Penalty: 5466.912109
	Iteration 13Q: 3 clusters Score -7528042 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7528164.500000 Penalty: 5466.912109
	Iteration 14Q: 3 clusters Score -7528164 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7528217.000000 Penalty: 5466.912109
	Iteration 15Q: 3 clusters Score -7528217 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59903 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7528266.000000 Penalty: 5466.912109
	Iteration 16Q: 3 clusters Score -7528266 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59965 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7528288.500000 Penalty: 5466.912109
	Iteration 17Q: 3 clusters Score -7528288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7528312.000000 Penalty: 5466.912109
	Iteration 18Q: 3 clusters Score -7528312 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7528349.000000 Penalty: 5466.912109
	Iteration 19Q: 3 clusters Score -7528349 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60096 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7528357.000000 Penalty: 5466.912109
	Iteration 20F: 3 clusters Score -7528357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60125 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7528361.000000 Penalty: 5466.912109
	Iteration 21Q: 3 clusters Score -7528361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7528379.500000 Penalty: 5466.912109
	Iteration 22Q: 3 clusters Score -7528380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60168 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7528395.000000 Penalty: 5466.912109
	Iteration 23Q: 3 clusters Score -7528395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60182 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7528398.500000 Penalty: 5466.912109
	Iteration 24Q: 3 clusters Score -7528398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60197 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7528404.000000 Penalty: 5466.912109
	Iteration 25Q: 3 clusters Score -7528404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7528405.500000 Penalty: 5466.912109
	Iteration 26Q: 3 clusters Score -7528406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7528406.500000 Penalty: 5466.912109
	Iteration 27Q: 3 clusters Score -7528406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60215 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7528412.500000 Penalty: 5466.912109
	Iteration 28Q: 3 clusters Score -7528412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60218 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7528411.000000 Penalty: 5466.912109
	Iteration 29Q: 3 clusters Score -7528411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60224 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7528420.000000 Penalty: 5466.912109
	Iteration 30Q: 3 clusters Score -7528420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7528417.500000 Penalty: 5466.912109
	Iteration 31Q: 3 clusters Score -7528418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60231 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7528412.500000 Penalty: 5466.912109
	Iteration 32Q: 3 clusters Score -7528412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7528414.000000 Penalty: 5466.912109
	Iteration 33Q: 3 clusters Score -7528414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7528416.500000 Penalty: 5466.912109
	Iteration 34Q: 3 clusters Score -7528416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60234 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7528413.000000 Penalty: 5466.912109
	Iteration 35Q: 3 clusters Score -7528413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60238 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7528414.000000 Penalty: 5466.912109
	Iteration 36Q: 3 clusters Score -7528414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7528416.500000 Penalty: 5466.912109
	Iteration 37Q: 3 clusters Score -7528416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7528414.500000 Penalty: 5466.912109
	Iteration 38Q: 3 clusters Score -7528414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7528417.500000 Penalty: 5466.912109
	Iteration 39Q: 3 clusters Score -7528418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60244 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7528417.500000 Penalty: 5466.912109
	Iteration 40F: 3 clusters Score -7528418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60246 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7528416.500000 Penalty: 5466.912109
	Iteration 41Q: 3 clusters Score -7528416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7528414.000000 Penalty: 5466.912109
	Iteration 42Q: 3 clusters Score -7528414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7528415.000000 Penalty: 5466.912109
	Iteration 43Q: 3 clusters Score -7528415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60255 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7528414.500000 Penalty: 5466.912109
	Iteration 44Q: 3 clusters Score -7528414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60257 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7528418.500000 Penalty: 5466.912109
	Iteration 45Q: 3 clusters Score -7528418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60260 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7528418.000000 Penalty: 5466.912109
	Iteration 46Q: 3 clusters Score -7528418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60264 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7528424.500000 Penalty: 5466.912109
	Iteration 47Q: 3 clusters Score -7528424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7528426.500000 Penalty: 5466.912109
	Iteration 48Q: 3 clusters Score -7528426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60271 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7528428.000000 Penalty: 5466.912109
	Iteration 49Q: 3 clusters Score -7528428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7528426.000000 Penalty: 5466.912109
	Iteration 50Q: 3 clusters Score -7528426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7528427.000000 Penalty: 5466.912109
	Iteration 51Q: 3 clusters Score -7528427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7528427.000000 Penalty: 5466.912109
	Iteration 52F: 3 clusters Score -7528427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Entering Unmasked Estep 
Score: -395977.750000 Penalty: 2024.798706
	Iteration 0F: 2 clusters Score -395977.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -392430.750000 Penalty: 4049.597412
	Iteration 0F: 3 clusters Score -392430.8 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -393321.562500 Penalty: 4049.597412
	Iteration 1F: 3 clusters Score -393321.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -393728.718750 Penalty: 4049.597412
	Iteration 2F: 3 clusters Score -393728.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -394219.906250 Penalty: 4049.597412
	Iteration 3F: 3 clusters Score -394219.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -394632.125000 Penalty: 4049.597412
	Iteration 4F: 3 clusters Score -394632.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -394914.687500 Penalty: 4049.597412
	Iteration 5F: 3 clusters Score -394914.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -395137.187500 Penalty: 4049.597412
	Iteration 6Q: 3 clusters Score -395137.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -395288.593750 Penalty: 4049.597412
	Iteration 7Q: 3 clusters Score -395288.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -395436.031250 Penalty: 4049.597412
	Iteration 8Q: 3 clusters Score -395436 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -395607.531250 Penalty: 4049.597412
	Iteration 9Q: 3 clusters Score -395607.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -395813.562500 Penalty: 4049.597412
	Iteration 10Q: 3 clusters Score -395813.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -395984.875000 Penalty: 4049.597412
	Iteration 11Q: 3 clusters Score -395984.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -396052.406250 Penalty: 4049.597412
	Iteration 12Q: 3 clusters Score -396052.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -396072.468750 Penalty: 4049.597412
	Iteration 13Q: 3 clusters Score -396072.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -396082.593750 Penalty: 4049.597412
	Iteration 14Q: 3 clusters Score -396082.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -396087.625000 Penalty: 4049.597412
	Iteration 15Q: 3 clusters Score -396087.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -396092.250000 Penalty: 4049.597412
	Iteration 16Q: 3 clusters Score -396092.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -396093.593750 Penalty: 4049.597412
	Iteration 17Q: 3 clusters Score -396093.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -396093.593750 Penalty: 4049.597412
	Iteration 18F: 3 clusters Score -396093.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 194057 members 
Mstep: Class 2 contains 102903 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 46132 members 
Mstep: Class 9 contains 872 members 
Mstep: Class 10 contains 30265 members 
Mstep: Class 11 contains 11462 members 
Mstep: Class 12 contains 25160 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 17537 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9423 members 
Mstep: Class 19 contains 82230 members 
Mstep: Class 20 contains 14187 members 
Mstep: Class 21 contains 277349 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 6870 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 53350 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 5867 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 256501 members 
Mstep: Class 32 contains 9397 members 
Mstep: Class 33 contains 1118 members 
Entering Unmasked Estep 
Score: -147983184.000000 Penalty: 114863.273438
Splitting cluster 6 changes total score from -147984064.000000 to -147983184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -203070.796875 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -203070.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -200659.562500 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -200659.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -201062.234375 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -201062.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -201167.359375 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -201167.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -201228.734375 Penalty: 3673.427246
	Iteration 3Q: 3 clusters Score -201228.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -201266.421875 Penalty: 3673.427246
	Iteration 4Q: 3 clusters Score -201266.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -201293.906250 Penalty: 3673.427246
	Iteration 5Q: 3 clusters Score -201293.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -201308.671875 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -201308.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -201318.968750 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -201319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -201325.859375 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -201325.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -201329.890625 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -201329.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -201333.125000 Penalty: 3673.427246
	Iteration 10Q: 3 clusters Score -201333.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -201334.812500 Penalty: 3673.427246
	Iteration 11Q: 3 clusters Score -201334.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -201335.640625 Penalty: 3673.427246
	Iteration 12Q: 3 clusters Score -201335.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -201335.640625 Penalty: 3673.427246
	Iteration 13F: 3 clusters Score -201335.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Entering Unmasked Estep 
Score: -5520723.500000 Penalty: 2663.337158
	Iteration 0F: 2 clusters Score -5520724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -5489475.500000 Penalty: 5326.674316
	Iteration 0F: 3 clusters Score -5489476 nChanged 21328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -5501351.000000 Penalty: 5326.674316
	Iteration 1F: 3 clusters Score -5501351 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -5501995.000000 Penalty: 5326.674316
	Iteration 2Q: 3 clusters Score -5501995 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -5502736.000000 Penalty: 5326.674316
	Iteration 3Q: 3 clusters Score -5502736 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -5503711.000000 Penalty: 5326.674316
	Iteration 4Q: 3 clusters Score -5503711 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -5504929.000000 Penalty: 5326.674316
	Iteration 5F: 3 clusters Score -5504929 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -5506628.500000 Penalty: 5326.674316
	Iteration 6F: 3 clusters Score -5506628 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -5508750.500000 Penalty: 5326.674316
	Iteration 7F: 3 clusters Score -5508750 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -5511143.000000 Penalty: 5326.674316
	Iteration 8F: 3 clusters Score -5511143 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -5513482 nChanged 2312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -5515429 nChanged 1669
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5516820 nChanged 1190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -5517671.500000 Penalty: 5326.674316
	Iteration 12Q: 3 clusters Score -5517672 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5518072 nChanged 583
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5518360 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -5518508.500000 Penalty: 5326.674316
	Iteration 15Q: 3 clusters Score -5518508 nChanged 339
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5518588 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5518634 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5518694 nChanged 181
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Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -5518721.500000 Penalty: 5326.674316
	Iteration 19Q: 3 clusters Score -5518722 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -5518741.500000 Penalty: 5326.674316
	Iteration 20F: 3 clusters Score -5518742 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -5518766.000000 Penalty: 5326.674316
	Iteration 21Q: 3 clusters Score -5518766 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5518767 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -5518781.000000 Penalty: 5326.674316
	Iteration 23Q: 3 clusters Score -5518781 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5518789 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -5518805.000000 Penalty: 5326.674316
	Iteration 25Q: 3 clusters Score -5518805 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -5518807.000000 Penalty: 5326.674316
	Iteration 26Q: 3 clusters Score -5518807 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -5518812.500000 Penalty: 5326.674316
	Iteration 27Q: 3 clusters Score -5518812 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -5518825.000000 Penalty: 5326.674316
	Iteration 28Q: 3 clusters Score -5518825 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -5518830.500000 Penalty: 5326.674316
	Iteration 29Q: 3 clusters Score -5518830 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -5518843.000000 Penalty: 5326.674316
	Iteration 30Q: 3 clusters Score -5518843 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -5518839.500000 Penalty: 5326.674316
	Iteration 31Q: 3 clusters Score -5518840 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -5518844.500000 Penalty: 5326.674316
	Iteration 32Q: 3 clusters Score -5518844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -5518847.000000 Penalty: 5326.674316
	Iteration 33Q: 3 clusters Score -5518847 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -5518851.500000 Penalty: 5326.674316
	Iteration 34Q: 3 clusters Score -5518852 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -5518859.000000 Penalty: 5326.674316
	Iteration 35Q: 3 clusters Score -5518859 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -5518860.500000 Penalty: 5326.674316
	Iteration 36Q: 3 clusters Score -5518860 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -5518850.000000 Penalty: 5326.674316
	Iteration 37Q: 3 clusters Score -5518850 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -5518871.000000 Penalty: 5326.674316
	Iteration 38Q: 3 clusters Score -5518871 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -5518873.500000 Penalty: 5326.674316
	Iteration 39Q: 3 clusters Score -5518874 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -5518884.500000 Penalty: 5326.674316
	Iteration 40F: 3 clusters Score -5518884 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -5518905.000000 Penalty: 5326.674316
	Iteration 41Q: 3 clusters Score -5518905 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -5518888.000000 Penalty: 5326.674316
	Iteration 42Q: 3 clusters Score -5518888 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -5518911.000000 Penalty: 5326.674316
	Iteration 43Q: 3 clusters Score -5518911 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -5518893.500000 Penalty: 5326.674316
	Iteration 44Q: 3 clusters Score -5518894 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -5518921.500000 Penalty: 5326.674316
	Iteration 45Q: 3 clusters Score -5518922 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -5518917.000000 Penalty: 5326.674316
	Iteration 46Q: 3 clusters Score -5518917 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -5518912.500000 Penalty: 5326.674316
	Iteration 47Q: 3 clusters Score -5518912 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -5518931.500000 Penalty: 5326.674316
	Iteration 48Q: 3 clusters Score -5518932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -5518937.500000 Penalty: 5326.674316
	Iteration 49Q: 3 clusters Score -5518938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -5518954.000000 Penalty: 5326.674316
	Iteration 50Q: 3 clusters Score -5518954 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -5518960.500000 Penalty: 5326.674316
	Iteration 51Q: 3 clusters Score -5518960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -5518966.000000 Penalty: 5326.674316
	Iteration 52Q: 3 clusters Score -5518966 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -5518963.000000 Penalty: 5326.674316
	Iteration 53Q: 3 clusters Score -5518963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -5518968.500000 Penalty: 5326.674316
	Iteration 54Q: 3 clusters Score -5518968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -5518973.000000 Penalty: 5326.674316
	Iteration 55Q: 3 clusters Score -5518973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -5518974.000000 Penalty: 5326.674316
	Iteration 56Q: 3 clusters Score -5518974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -5518981.000000 Penalty: 5326.674316
	Iteration 57Q: 3 clusters Score -5518981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -5518976.500000 Penalty: 5326.674316
	Iteration 58Q: 3 clusters Score -5518976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -5518975.000000 Penalty: 5326.674316
	Iteration 59Q: 3 clusters Score -5518975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -5518977.500000 Penalty: 5326.674316
	Iteration 60F: 3 clusters Score -5518978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -5518986.000000 Penalty: 5326.674316
	Iteration 61Q: 3 clusters Score -5518986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -5518985.500000 Penalty: 5326.674316
	Iteration 62Q: 3 clusters Score -5518986 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -5518989.000000 Penalty: 5326.674316
	Iteration 63Q: 3 clusters Score -5518989 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -5518995.000000 Penalty: 5326.674316
	Iteration 64Q: 3 clusters Score -5518995 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5518989 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -5519006.000000 Penalty: 5326.674316
	Iteration 66Q: 3 clusters Score -5519006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -5519007.000000 Penalty: 5326.674316
	Iteration 67Q: 3 clusters Score -5519007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -5519001.500000 Penalty: 5326.674316
	Iteration 68Q: 3 clusters Score -5519002 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -5519004.500000 Penalty: 5326.674316
	Iteration 69Q: 3 clusters Score -5519004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -5519013.000000 Penalty: 5326.674316
	Iteration 70Q: 3 clusters Score -5519013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -5519003.500000 Penalty: 5326.674316
	Iteration 71Q: 3 clusters Score -5519004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -5519004.500000 Penalty: 5326.674316
	Iteration 72Q: 3 clusters Score -5519004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -5519008.000000 Penalty: 5326.674316
	Iteration 73Q: 3 clusters Score -5519008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -5519022.500000 Penalty: 5326.674316
	Iteration 74Q: 3 clusters Score -5519022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -5519010.500000 Penalty: 5326.674316
	Iteration 75Q: 3 clusters Score -5519010 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -5519016.000000 Penalty: 5326.674316
	Iteration 76Q: 3 clusters Score -5519016 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -5519024.000000 Penalty: 5326.674316
	Iteration 77Q: 3 clusters Score -5519024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -5519015.500000 Penalty: 5326.674316
	Iteration 78Q: 3 clusters Score -5519016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -5519002.500000 Penalty: 5326.674316
	Iteration 79Q: 3 clusters Score -5519002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -5519006.500000 Penalty: 5326.674316
	Iteration 80F: 3 clusters Score -5519006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -5519005.500000 Penalty: 5326.674316
	Iteration 81Q: 3 clusters Score -5519006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -5519009.000000 Penalty: 5326.674316
	Iteration 82Q: 3 clusters Score -5519009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5519006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -5519009.000000 Penalty: 5326.674316
	Iteration 84Q: 3 clusters Score -5519009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
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Entering Unmasked Estep 
Score: -5519017.000000 Penalty: 5326.674316
	Iteration 85Q: 3 clusters Score -5519017 nChanged 26
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Mstep: Class 1 contains 34304 members 
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Entering Unmasked Estep 
Score: -5519014.500000 Penalty: 5326.674316
	Iteration 86Q: 3 clusters Score -5519014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -5519024.000000 Penalty: 5326.674316
	Iteration 87Q: 3 clusters Score -5519024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -5519033.500000 Penalty: 5326.674316
	Iteration 88Q: 3 clusters Score -5519034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -5519045.500000 Penalty: 5326.674316
	Iteration 89Q: 3 clusters Score -5519046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -5519038.500000 Penalty: 5326.674316
	Iteration 90Q: 3 clusters Score -5519038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -5519050.500000 Penalty: 5326.674316
	Iteration 91Q: 3 clusters Score -5519050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -5519045.500000 Penalty: 5326.674316
	Iteration 92Q: 3 clusters Score -5519046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -5519049.500000 Penalty: 5326.674316
	Iteration 93Q: 3 clusters Score -5519050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -5519060.000000 Penalty: 5326.674316
	Iteration 94Q: 3 clusters Score -5519060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -5519053.000000 Penalty: 5326.674316
	Iteration 95Q: 3 clusters Score -5519053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -5519056.500000 Penalty: 5326.674316
	Iteration 96Q: 3 clusters Score -5519056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -5519054.500000 Penalty: 5326.674316
	Iteration 97Q: 3 clusters Score -5519054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -5519054.500000 Penalty: 5326.674316
	Iteration 98Q: 3 clusters Score -5519054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -5519054.000000 Penalty: 5326.674316
	Iteration 99Q: 3 clusters Score -5519054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -5519061.000000 Penalty: 5326.674316
	Iteration 100F: 3 clusters Score -5519061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -5519068.000000 Penalty: 5326.674316
	Iteration 101Q: 3 clusters Score -5519068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5519067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -5519071.500000 Penalty: 5326.674316
	Iteration 103Q: 3 clusters Score -5519072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5519078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5519073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -5519074.500000 Penalty: 5326.674316
	Iteration 106Q: 3 clusters Score -5519074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5519068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5519064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5519066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -5519058.500000 Penalty: 5326.674316
	Iteration 110Q: 3 clusters Score -5519058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -5519063.000000 Penalty: 5326.674316
	Iteration 111Q: 3 clusters Score -5519063 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5519073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -5519082.500000 Penalty: 5326.674316
	Iteration 113Q: 3 clusters Score -5519082 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5519083 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5519083 nChanged 22
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Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5519077 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5519090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5519091 nChanged 16
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Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5519090 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5519092 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5519084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5519080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5519080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5519069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -5519072.500000 Penalty: 5326.674316
	Iteration 125Q: 3 clusters Score -5519072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5519080 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5519084 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5519074 nChanged 27
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Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -5519081.500000 Penalty: 5326.674316
	Iteration 129Q: 3 clusters Score -5519082 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -5519093.500000 Penalty: 5326.674316
	Iteration 130Q: 3 clusters Score -5519094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5519094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -5519100.000000 Penalty: 5326.674316
	Iteration 132Q: 3 clusters Score -5519100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5519095 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -5519097.000000 Penalty: 5326.674316
	Iteration 134Q: 3 clusters Score -5519097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5519108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5519115 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33126 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5519118 nChanged 41
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Mstep: Class 1 contains 33087 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5519118 nChanged 40
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Mstep: Class 1 contains 33047 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5519122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5519116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5519130 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5519125 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5519132 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5519133 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5519136 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5519158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -5519167.000000 Penalty: 5326.674316
	Iteration 147Q: 3 clusters Score -5519167 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5519166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
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Entering Unmasked Estep 
Score: -5519180.500000 Penalty: 5326.674316
	Iteration 149Q: 3 clusters Score -5519180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -5519174.000000 Penalty: 5326.674316
	Iteration 150Q: 3 clusters Score -5519174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -5519163.000000 Penalty: 5326.674316
	Iteration 151Q: 3 clusters Score -5519163 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5519167 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -5519171.000000 Penalty: 5326.674316
	Iteration 153Q: 3 clusters Score -5519171 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -5519192.000000 Penalty: 5326.674316
	Iteration 154Q: 3 clusters Score -5519192 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32225 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5519200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
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Entering Unmasked Estep 
Score: -5519204.500000 Penalty: 5326.674316
	Iteration 156Q: 3 clusters Score -5519204 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -5519207.500000 Penalty: 5326.674316
	Iteration 157Q: 3 clusters Score -5519208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -5519205.000000 Penalty: 5326.674316
	Iteration 158Q: 3 clusters Score -5519205 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -5519206.000000 Penalty: 5326.674316
	Iteration 159Q: 3 clusters Score -5519206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
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Entering Unmasked Estep 
Score: -5519208.000000 Penalty: 5326.674316
	Iteration 160F: 3 clusters Score -5519208 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32040 members 
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Entering Unmasked Estep 
Score: -5519224.500000 Penalty: 5326.674316
	Iteration 161Q: 3 clusters Score -5519224 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32009 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5519204 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5519204 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31945 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5519200 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5519208 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -5519221.000000 Penalty: 5326.674316
	Iteration 166Q: 3 clusters Score -5519221 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -5519221 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31804 members 
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Entering Unmasked Estep 
Score: -5519215.500000 Penalty: 5326.674316
	Iteration 168Q: 3 clusters Score -5519216 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31755 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5519220 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -5519228.000000 Penalty: 5326.674316
	Iteration 170Q: 3 clusters Score -5519228 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -5519214.000000 Penalty: 5326.674316
	Iteration 171Q: 3 clusters Score -5519214 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31640 members 
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Entering Unmasked Estep 
Score: -5519218.500000 Penalty: 5326.674316
	Iteration 172Q: 3 clusters Score -5519218 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31606 members 
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Entering Unmasked Estep 
Score: -5519223.000000 Penalty: 5326.674316
	Iteration 173Q: 3 clusters Score -5519223 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31585 members 
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Entering Unmasked Estep 
Score: -5519224.000000 Penalty: 5326.674316
	Iteration 174Q: 3 clusters Score -5519224 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5519224 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31531 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5519219 nChanged 27
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5519242.000000 Penalty: 5326.674316
	Iteration 177Q: 3 clusters Score -5519242 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5519232.500000 Penalty: 5326.674316
	Iteration 178Q: 3 clusters Score -5519232 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31468 members 
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Entering Unmasked Estep 
Score: -5519231.500000 Penalty: 5326.674316
	Iteration 179Q: 3 clusters Score -5519232 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31450 members 
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Entering Unmasked Estep 
Score: -5519234.500000 Penalty: 5326.674316
	Iteration 180F: 3 clusters Score -5519234 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31427 members 
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Entering Unmasked Estep 
Score: -5519233.500000 Penalty: 5326.674316
	Iteration 181Q: 3 clusters Score -5519234 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31403 members 
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Entering Unmasked Estep 
Score: -5519243.500000 Penalty: 5326.674316
	Iteration 182Q: 3 clusters Score -5519244 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31370 members 
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Entering Unmasked Estep 
Score: -5519247.500000 Penalty: 5326.674316
	Iteration 183Q: 3 clusters Score -5519248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -5519254.000000 Penalty: 5326.674316
	Iteration 184Q: 3 clusters Score -5519254 nChanged 23
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Mstep: Class 1 contains 31320 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -5519253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
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Entering Unmasked Estep 
Score: -5519248.500000 Penalty: 5326.674316
	Iteration 186Q: 3 clusters Score -5519248 nChanged 33
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Mstep: Class 1 contains 31265 members 
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Entering Unmasked Estep 
Score: -5519254.500000 Penalty: 5326.674316
	Iteration 187Q: 3 clusters Score -5519254 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5519254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
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Entering Unmasked Estep 
Score: -5519258.500000 Penalty: 5326.674316
	Iteration 189Q: 3 clusters Score -5519258 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -5519253.000000 Penalty: 5326.674316
	Iteration 190Q: 3 clusters Score -5519253 nChanged 19
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Mstep: Class 1 contains 31185 members 
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Entering Unmasked Estep 
Score: -5519246.000000 Penalty: 5326.674316
	Iteration 191Q: 3 clusters Score -5519246 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31154 members 
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Entering Unmasked Estep 
Score: -5519251.000000 Penalty: 5326.674316
	Iteration 192Q: 3 clusters Score -5519251 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31134 members 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5519248 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31115 members 
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Entering Unmasked Estep 
Score: -5519246.500000 Penalty: 5326.674316
	Iteration 194Q: 3 clusters Score -5519246 nChanged 22
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Entering Unmasked Estep 
Score: -5519247.500000 Penalty: 5326.674316
	Iteration 195Q: 3 clusters Score -5519248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -5519255.500000 Penalty: 5326.674316
	Iteration 196Q: 3 clusters Score -5519256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -5519253.500000 Penalty: 5326.674316
	Iteration 197Q: 3 clusters Score -5519254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -5519253.000000 Penalty: 5326.674316
	Iteration 198Q: 3 clusters Score -5519253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -5519259.500000 Penalty: 5326.674316
	Iteration 199Q: 3 clusters Score -5519260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -5519259.000000 Penalty: 5326.674316
	Iteration 200F: 3 clusters Score -5519259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -5519252.500000 Penalty: 5326.674316
	Iteration 201Q: 3 clusters Score -5519252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -5519243.000000 Penalty: 5326.674316
	Iteration 202Q: 3 clusters Score -5519243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -5519252.500000 Penalty: 5326.674316
	Iteration 203Q: 3 clusters Score -5519252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -5519249.000000 Penalty: 5326.674316
	Iteration 204Q: 3 clusters Score -5519249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -5519255.500000 Penalty: 5326.674316
	Iteration 205Q: 3 clusters Score -5519256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -5519249.500000 Penalty: 5326.674316
	Iteration 206Q: 3 clusters Score -5519250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -5519260.000000 Penalty: 5326.674316
	Iteration 207Q: 3 clusters Score -5519260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -5519277.000000 Penalty: 5326.674316
	Iteration 208Q: 3 clusters Score -5519277 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -5519270.500000 Penalty: 5326.674316
	Iteration 209Q: 3 clusters Score -5519270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -5519274.500000 Penalty: 5326.674316
	Iteration 210Q: 3 clusters Score -5519274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -5519272.500000 Penalty: 5326.674316
	Iteration 211Q: 3 clusters Score -5519272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -5519277.500000 Penalty: 5326.674316
	Iteration 212Q: 3 clusters Score -5519278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -5519281.000000 Penalty: 5326.674316
	Iteration 213Q: 3 clusters Score -5519281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -5519275.500000 Penalty: 5326.674316
	Iteration 214Q: 3 clusters Score -5519276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -5519273.500000 Penalty: 5326.674316
	Iteration 215Q: 3 clusters Score -5519274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -5519278.000000 Penalty: 5326.674316
	Iteration 216Q: 3 clusters Score -5519278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -5519281.000000 Penalty: 5326.674316
	Iteration 217Q: 3 clusters Score -5519281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -5519279.500000 Penalty: 5326.674316
	Iteration 218Q: 3 clusters Score -5519280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -5519274.500000 Penalty: 5326.674316
	Iteration 219Q: 3 clusters Score -5519274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -5519261.000000 Penalty: 5326.674316
	Iteration 220F: 3 clusters Score -5519261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -5519266.000000 Penalty: 5326.674316
	Iteration 221Q: 3 clusters Score -5519266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -5519272.000000 Penalty: 5326.674316
	Iteration 222Q: 3 clusters Score -5519272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -5519268.500000 Penalty: 5326.674316
	Iteration 223Q: 3 clusters Score -5519268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -5519282.500000 Penalty: 5326.674316
	Iteration 224Q: 3 clusters Score -5519282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -5519280.500000 Penalty: 5326.674316
	Iteration 225Q: 3 clusters Score -5519280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -5519276.000000 Penalty: 5326.674316
	Iteration 226Q: 3 clusters Score -5519276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -5519278.000000 Penalty: 5326.674316
	Iteration 227Q: 3 clusters Score -5519278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -5519278.000000 Penalty: 5326.674316
	Iteration 228Q: 3 clusters Score -5519278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -5519281.000000 Penalty: 5326.674316
	Iteration 229Q: 3 clusters Score -5519281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -5519290.500000 Penalty: 5326.674316
	Iteration 230Q: 3 clusters Score -5519290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -5519289.500000 Penalty: 5326.674316
	Iteration 231Q: 3 clusters Score -5519290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -5519285.000000 Penalty: 5326.674316
	Iteration 232Q: 3 clusters Score -5519285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -5519281.500000 Penalty: 5326.674316
	Iteration 233Q: 3 clusters Score -5519282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -5519279.500000 Penalty: 5326.674316
	Iteration 234Q: 3 clusters Score -5519280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -5519282.000000 Penalty: 5326.674316
	Iteration 235Q: 3 clusters Score -5519282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -5519277.500000 Penalty: 5326.674316
	Iteration 236Q: 3 clusters Score -5519278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -5519280.000000 Penalty: 5326.674316
	Iteration 237Q: 3 clusters Score -5519280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -5519283.500000 Penalty: 5326.674316
	Iteration 238Q: 3 clusters Score -5519284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -5519279.500000 Penalty: 5326.674316
	Iteration 239Q: 3 clusters Score -5519280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -5519284.000000 Penalty: 5326.674316
	Iteration 240F: 3 clusters Score -5519284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -5519283.500000 Penalty: 5326.674316
	Iteration 241Q: 3 clusters Score -5519284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -5519282.500000 Penalty: 5326.674316
	Iteration 242Q: 3 clusters Score -5519282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -5519283.500000 Penalty: 5326.674316
	Iteration 243Q: 3 clusters Score -5519284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -5519288.500000 Penalty: 5326.674316
	Iteration 244Q: 3 clusters Score -5519288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -5519278.000000 Penalty: 5326.674316
	Iteration 245Q: 3 clusters Score -5519278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -5519278.000000 Penalty: 5326.674316
	Iteration 246F: 3 clusters Score -5519278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -90696.617188 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -90696.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -88960.156250 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -88960.16 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -89618.500000 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -89618.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -90415.664062 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -90415.66 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -91306.906250 Penalty: 3358.311768
	Iteration 3F: 3 clusters Score -91306.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -92229.679688 Penalty: 3358.311768
	Iteration 4F: 3 clusters Score -92229.68 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -92413.843750 Penalty: 3358.311768
	Iteration 5Q: 3 clusters Score -92413.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -92454.578125 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -92454.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -92491.593750 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -92491.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -92550.843750 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -92550.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -92556.578125 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -92556.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -92559.078125 Penalty: 3358.311768
	Iteration 10Q: 3 clusters Score -92559.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -92561.054688 Penalty: 3358.311768
	Iteration 11Q: 3 clusters Score -92561.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -92561.570312 Penalty: 3358.311768
	Iteration 12F: 3 clusters Score -92561.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -92565.578125 Penalty: 3358.311768
	Iteration 13Q: 3 clusters Score -92565.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -92568.125000 Penalty: 3358.311768
	Iteration 14Q: 3 clusters Score -92568.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -92570.265625 Penalty: 3358.311768
	Iteration 15Q: 3 clusters Score -92570.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -92570.265625 Penalty: 3358.311768
	Iteration 16F: 3 clusters Score -92570.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 194057 members 
Mstep: Class 2 contains 102903 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 46132 members 
Mstep: Class 9 contains 226 members 
Mstep: Class 10 contains 30265 members 
Mstep: Class 11 contains 11462 members 
Mstep: Class 12 contains 25160 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 17537 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 9423 members 
Mstep: Class 19 contains 82230 members 
Mstep: Class 20 contains 14187 members 
Mstep: Class 21 contains 277349 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 6870 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 53350 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 5867 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 256501 members 
Mstep: Class 32 contains 9397 members 
Mstep: Class 33 contains 646 members 
Entering Unmasked Estep 
Score: -147984848.000000 Penalty: 114863.273438
Splitting cluster 9 changes total score from -147984064.000000 to -147984848.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 10 (30265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Entering Unmasked Estep 
Score: -3628763.250000 Penalty: 2558.801270
	Iteration 0F: 2 clusters Score -3628763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -3608055.250000 Penalty: 5117.602539
	Iteration 0F: 3 clusters Score -3608055 nChanged 13628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -3615388.500000 Penalty: 5117.602539
	Iteration 1F: 3 clusters Score -3615388 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3615899.000000 Penalty: 5117.602539
	Iteration 2Q: 3 clusters Score -3615899 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -3616401.750000 Penalty: 5117.602539
	Iteration 3Q: 3 clusters Score -3616402 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -3616959.250000 Penalty: 5117.602539
	Iteration 4Q: 3 clusters Score -3616959 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3617528.000000 Penalty: 5117.602539
	Iteration 5Q: 3 clusters Score -3617528 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3618233.500000 Penalty: 5117.602539
	Iteration 6Q: 3 clusters Score -3618234 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -3619079.000000 Penalty: 5117.602539
	Iteration 7Q: 3 clusters Score -3619079 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -3620070.500000 Penalty: 5117.602539
	Iteration 8F: 3 clusters Score -3620070 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -3621130.000000 Penalty: 5117.602539
	Iteration 9Q: 3 clusters Score -3621130 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -3622117.000000 Penalty: 5117.602539
	Iteration 10Q: 3 clusters Score -3622117 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -3622950.750000 Penalty: 5117.602539
	Iteration 11Q: 3 clusters Score -3622951 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3623767.750000 Penalty: 5117.602539
	Iteration 12Q: 3 clusters Score -3623768 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3624551.250000 Penalty: 5117.602539
	Iteration 13Q: 3 clusters Score -3624551 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -3625298.750000 Penalty: 5117.602539
	Iteration 14Q: 3 clusters Score -3625299 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3625955.750000 Penalty: 5117.602539
	Iteration 15Q: 3 clusters Score -3625956 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3626437.000000 Penalty: 5117.602539
	Iteration 16Q: 3 clusters Score -3626437 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3626820.250000 Penalty: 5117.602539
	Iteration 17Q: 3 clusters Score -3626820 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -3627041.000000 Penalty: 5117.602539
	Iteration 18Q: 3 clusters Score -3627041 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3627213.750000 Penalty: 5117.602539
	Iteration 19Q: 3 clusters Score -3627214 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3627358.500000 Penalty: 5117.602539
	Iteration 20F: 3 clusters Score -3627358 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3627451.250000 Penalty: 5117.602539
	Iteration 21Q: 3 clusters Score -3627451 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3627513.500000 Penalty: 5117.602539
	Iteration 22Q: 3 clusters Score -3627514 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3627541.750000 Penalty: 5117.602539
	Iteration 23Q: 3 clusters Score -3627542 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3627573.000000 Penalty: 5117.602539
	Iteration 24Q: 3 clusters Score -3627573 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3627592.500000 Penalty: 5117.602539
	Iteration 25Q: 3 clusters Score -3627592 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3627613.750000 Penalty: 5117.602539
	Iteration 26Q: 3 clusters Score -3627614 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3627625.500000 Penalty: 5117.602539
	Iteration 27Q: 3 clusters Score -3627626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3627640.750000 Penalty: 5117.602539
	Iteration 28Q: 3 clusters Score -3627641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3627663.000000 Penalty: 5117.602539
	Iteration 29Q: 3 clusters Score -3627663 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3627671.750000 Penalty: 5117.602539
	Iteration 30Q: 3 clusters Score -3627672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3627681.500000 Penalty: 5117.602539
	Iteration 31Q: 3 clusters Score -3627682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3627688.250000 Penalty: 5117.602539
	Iteration 32Q: 3 clusters Score -3627688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3627689.750000 Penalty: 5117.602539
	Iteration 33Q: 3 clusters Score -3627690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3627691.000000 Penalty: 5117.602539
	Iteration 34Q: 3 clusters Score -3627691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3627690.250000 Penalty: 5117.602539
	Iteration 35Q: 3 clusters Score -3627690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3627690.250000 Penalty: 5117.602539
	Iteration 36Q: 3 clusters Score -3627690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3627688.750000 Penalty: 5117.602539
	Iteration 37Q: 3 clusters Score -3627689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3627692.500000 Penalty: 5117.602539
	Iteration 38Q: 3 clusters Score -3627692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3627694.250000 Penalty: 5117.602539
	Iteration 39Q: 3 clusters Score -3627694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3627693.750000 Penalty: 5117.602539
	Iteration 40F: 3 clusters Score -3627694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3627697.000000 Penalty: 5117.602539
	Iteration 41Q: 3 clusters Score -3627697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3627693.250000 Penalty: 5117.602539
	Iteration 42Q: 3 clusters Score -3627693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3627691.500000 Penalty: 5117.602539
	Iteration 43Q: 3 clusters Score -3627692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3627690.250000 Penalty: 5117.602539
	Iteration 44Q: 3 clusters Score -3627690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3627694.250000 Penalty: 5117.602539
	Iteration 45Q: 3 clusters Score -3627694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3627692.500000 Penalty: 5117.602539
	Iteration 46Q: 3 clusters Score -3627692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3627690.500000 Penalty: 5117.602539
	Iteration 47Q: 3 clusters Score -3627690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3627690.500000 Penalty: 5117.602539
	Iteration 48F: 3 clusters Score -3627690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Entering Unmasked Estep 
Score: -1356129.000000 Penalty: 2318.004395
	Iteration 0F: 2 clusters Score -1356129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1347506.875000 Penalty: 4636.008789
	Iteration 0F: 3 clusters Score -1347507 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1350118.250000 Penalty: 4636.008789
	Iteration 1F: 3 clusters Score -1350118 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1350406.125000 Penalty: 4636.008789
	Iteration 2F: 3 clusters Score -1350406 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1350677.875000 Penalty: 4636.008789
	Iteration 3Q: 3 clusters Score -1350678 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1351002.875000 Penalty: 4636.008789
	Iteration 4Q: 3 clusters Score -1351003 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1351428.375000 Penalty: 4636.008789
	Iteration 5Q: 3 clusters Score -1351428 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1352013.750000 Penalty: 4636.008789
	Iteration 6F: 3 clusters Score -1352014 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1352656.250000 Penalty: 4636.008789
	Iteration 7F: 3 clusters Score -1352656 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1353213.000000 Penalty: 4636.008789
	Iteration 8F: 3 clusters Score -1353213 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1353664.375000 Penalty: 4636.008789
	Iteration 9F: 3 clusters Score -1353664 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1354001.500000 Penalty: 4636.008789
	Iteration 10Q: 3 clusters Score -1354002 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1354226.500000 Penalty: 4636.008789
	Iteration 11Q: 3 clusters Score -1354226 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1354381.875000 Penalty: 4636.008789
	Iteration 12Q: 3 clusters Score -1354382 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1354505.500000 Penalty: 4636.008789
	Iteration 13Q: 3 clusters Score -1354506 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1354607.625000 Penalty: 4636.008789
	Iteration 14Q: 3 clusters Score -1354608 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1354674.250000 Penalty: 4636.008789
	Iteration 15Q: 3 clusters Score -1354674 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1354726.625000 Penalty: 4636.008789
	Iteration 16Q: 3 clusters Score -1354727 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1354781.125000 Penalty: 4636.008789
	Iteration 17Q: 3 clusters Score -1354781 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1354843.000000 Penalty: 4636.008789
	Iteration 18Q: 3 clusters Score -1354843 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1354913.625000 Penalty: 4636.008789
	Iteration 19Q: 3 clusters Score -1354914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1354972.000000 Penalty: 4636.008789
	Iteration 20F: 3 clusters Score -1354972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1354999.000000 Penalty: 4636.008789
	Iteration 21Q: 3 clusters Score -1354999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1355010.250000 Penalty: 4636.008789
	Iteration 22Q: 3 clusters Score -1355010 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1355018.125000 Penalty: 4636.008789
	Iteration 23Q: 3 clusters Score -1355018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1355026.125000 Penalty: 4636.008789
	Iteration 24Q: 3 clusters Score -1355026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1355037.125000 Penalty: 4636.008789
	Iteration 25Q: 3 clusters Score -1355037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1355041.250000 Penalty: 4636.008789
	Iteration 26Q: 3 clusters Score -1355041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1355041.875000 Penalty: 4636.008789
	Iteration 27Q: 3 clusters Score -1355042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1355047.250000 Penalty: 4636.008789
	Iteration 28Q: 3 clusters Score -1355047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1355049.625000 Penalty: 4636.008789
	Iteration 29Q: 3 clusters Score -1355050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1355053.500000 Penalty: 4636.008789
	Iteration 30Q: 3 clusters Score -1355054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1355056.125000 Penalty: 4636.008789
	Iteration 31Q: 3 clusters Score -1355056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1355055.625000 Penalty: 4636.008789
	Iteration 32Q: 3 clusters Score -1355056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1355057.000000 Penalty: 4636.008789
	Iteration 33Q: 3 clusters Score -1355057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1355058.375000 Penalty: 4636.008789
	Iteration 34Q: 3 clusters Score -1355058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1355058.000000 Penalty: 4636.008789
	Iteration 35Q: 3 clusters Score -1355058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1355057.625000 Penalty: 4636.008789
	Iteration 36Q: 3 clusters Score -1355058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1355059.500000 Penalty: 4636.008789
	Iteration 37Q: 3 clusters Score -1355060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1355059.500000 Penalty: 4636.008789
	Iteration 38F: 3 clusters Score -1355060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (25160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Entering Unmasked Estep 
Score: -2975429.000000 Penalty: 2512.986816
	Iteration 0F: 2 clusters Score -2975429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2958094.500000 Penalty: 5025.973633
	Iteration 0F: 3 clusters Score -2958094 nChanged 11174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2964497.250000 Penalty: 5025.973633
	Iteration 1F: 3 clusters Score -2964497 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2965407.750000 Penalty: 5025.973633
	Iteration 2F: 3 clusters Score -2965408 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2966314.000000 Penalty: 5025.973633
	Iteration 3F: 3 clusters Score -2966314 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2967318.000000 Penalty: 5025.973633
	Iteration 4F: 3 clusters Score -2967318 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2968556.750000 Penalty: 5025.973633
	Iteration 5F: 3 clusters Score -2968557 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2970038.500000 Penalty: 5025.973633
	Iteration 6F: 3 clusters Score -2970038 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2971651.750000 Penalty: 5025.973633
	Iteration 7F: 3 clusters Score -2971652 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2972915.250000 Penalty: 5025.973633
	Iteration 8F: 3 clusters Score -2972915 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2973691.000000 Penalty: 5025.973633
	Iteration 9Q: 3 clusters Score -2973691 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2974049.000000 Penalty: 5025.973633
	Iteration 10Q: 3 clusters Score -2974049 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2974242.250000 Penalty: 5025.973633
	Iteration 11Q: 3 clusters Score -2974242 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2974355.750000 Penalty: 5025.973633
	Iteration 12Q: 3 clusters Score -2974356 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2974399.000000 Penalty: 5025.973633
	Iteration 13Q: 3 clusters Score -2974399 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2974429.750000 Penalty: 5025.973633
	Iteration 14Q: 3 clusters Score -2974430 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2974441.000000 Penalty: 5025.973633
	Iteration 15Q: 3 clusters Score -2974441 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2974448.750000 Penalty: 5025.973633
	Iteration 16Q: 3 clusters Score -2974449 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2974458.250000 Penalty: 5025.973633
	Iteration 17Q: 3 clusters Score -2974458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2974457.750000 Penalty: 5025.973633
	Iteration 18Q: 3 clusters Score -2974458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2974458.250000 Penalty: 5025.973633
	Iteration 19Q: 3 clusters Score -2974458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2974464.500000 Penalty: 5025.973633
	Iteration 20F: 3 clusters Score -2974464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2974465.500000 Penalty: 5025.973633
	Iteration 21Q: 3 clusters Score -2974466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2974464.750000 Penalty: 5025.973633
	Iteration 22Q: 3 clusters Score -2974465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2974464.500000 Penalty: 5025.973633
	Iteration 23Q: 3 clusters Score -2974464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2974464.500000 Penalty: 5025.973633
	Iteration 24F: 3 clusters Score -2974464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -336608.062500 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -336608.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -333526.875000 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -333526.9 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -334234.593750 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -334234.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -334476.312500 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -334476.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -334651.875000 Penalty: 3940.644043
	Iteration 3F: 3 clusters Score -334651.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -334801.968750 Penalty: 3940.644043
	Iteration 4Q: 3 clusters Score -334802 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -335020.968750 Penalty: 3940.644043
	Iteration 5Q: 3 clusters Score -335021 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -335279.218750 Penalty: 3940.644043
	Iteration 6F: 3 clusters Score -335279.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -335518.781250 Penalty: 3940.644043
	Iteration 7F: 3 clusters Score -335518.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -335774.906250 Penalty: 3940.644043
	Iteration 8F: 3 clusters Score -335774.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -335940.187500 Penalty: 3940.644043
	Iteration 9F: 3 clusters Score -335940.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -336034.000000 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -336034 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -336082.000000 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -336082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -336120.593750 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -336120.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -336141.625000 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -336141.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -336160.375000 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -336160.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -336167.843750 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -336167.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -336174.781250 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -336174.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -336175.625000 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -336175.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -336176.593750 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -336176.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -336176.531250 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -336176.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -336177.843750 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -336177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -336177.812500 Penalty: 3940.644043
	Iteration 21Q: 3 clusters Score -336177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -336178.593750 Penalty: 3940.644043
	Iteration 22Q: 3 clusters Score -336178.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -336179.625000 Penalty: 3940.644043
	Iteration 23Q: 3 clusters Score -336179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -336181.843750 Penalty: 3940.644043
	Iteration 24Q: 3 clusters Score -336181.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -336181.843750 Penalty: 3940.644043
	Iteration 25F: 3 clusters Score -336181.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Entering Unmasked Estep 
Score: -867858.125000 Penalty: 2189.284912
	Iteration 0F: 2 clusters Score -867858.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -862151.125000 Penalty: 4378.569824
	Iteration 0F: 3 clusters Score -862151.1 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -863725.375000 Penalty: 4378.569824
	Iteration 1F: 3 clusters Score -863725.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -863927.812500 Penalty: 4378.569824
	Iteration 2F: 3 clusters Score -863927.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -864057.750000 Penalty: 4378.569824
	Iteration 3Q: 3 clusters Score -864057.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -864158.125000 Penalty: 4378.569824
	Iteration 4Q: 3 clusters Score -864158.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -864221.062500 Penalty: 4378.569824
	Iteration 5Q: 3 clusters Score -864221.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -864261.687500 Penalty: 4378.569824
	Iteration 6Q: 3 clusters Score -864261.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -864299.125000 Penalty: 4378.569824
	Iteration 7Q: 3 clusters Score -864299.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -864322.812500 Penalty: 4378.569824
	Iteration 8Q: 3 clusters Score -864322.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -864348.500000 Penalty: 4378.569824
	Iteration 9Q: 3 clusters Score -864348.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -864368.062500 Penalty: 4378.569824
	Iteration 10Q: 3 clusters Score -864368.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -864381.875000 Penalty: 4378.569824
	Iteration 11Q: 3 clusters Score -864381.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -864401.125000 Penalty: 4378.569824
	Iteration 12Q: 3 clusters Score -864401.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -864413.687500 Penalty: 4378.569824
	Iteration 13Q: 3 clusters Score -864413.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -864427.375000 Penalty: 4378.569824
	Iteration 14Q: 3 clusters Score -864427.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -864436.687500 Penalty: 4378.569824
	Iteration 15Q: 3 clusters Score -864436.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -864444.937500 Penalty: 4378.569824
	Iteration 16Q: 3 clusters Score -864444.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -864452.000000 Penalty: 4378.569824
	Iteration 17Q: 3 clusters Score -864452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -864462.500000 Penalty: 4378.569824
	Iteration 18Q: 3 clusters Score -864462.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -864469.687500 Penalty: 4378.569824
	Iteration 19Q: 3 clusters Score -864469.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -864474.312500 Penalty: 4378.569824
	Iteration 20F: 3 clusters Score -864474.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -864478.687500 Penalty: 4378.569824
	Iteration 21Q: 3 clusters Score -864478.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -864480.562500 Penalty: 4378.569824
	Iteration 22Q: 3 clusters Score -864480.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -864480.437500 Penalty: 4378.569824
	Iteration 23Q: 3 clusters Score -864480.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -864484.562500 Penalty: 4378.569824
	Iteration 24Q: 3 clusters Score -864484.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -864484.875000 Penalty: 4378.569824
	Iteration 25Q: 3 clusters Score -864484.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -864484.750000 Penalty: 4378.569824
	Iteration 26Q: 3 clusters Score -864484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -864486.375000 Penalty: 4378.569824
	Iteration 27Q: 3 clusters Score -864486.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -864488.812500 Penalty: 4378.569824
	Iteration 28Q: 3 clusters Score -864488.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -864485.750000 Penalty: 4378.569824
	Iteration 29Q: 3 clusters Score -864485.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -864489.562500 Penalty: 4378.569824
	Iteration 30Q: 3 clusters Score -864489.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -864488.062500 Penalty: 4378.569824
	Iteration 31Q: 3 clusters Score -864488.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -864489.375000 Penalty: 4378.569824
	Iteration 32Q: 3 clusters Score -864489.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -864491.562500 Penalty: 4378.569824
	Iteration 33Q: 3 clusters Score -864491.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -864491.250000 Penalty: 4378.569824
	Iteration 34Q: 3 clusters Score -864491.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -864492.625000 Penalty: 4378.569824
	Iteration 35Q: 3 clusters Score -864492.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -864492.812500 Penalty: 4378.569824
	Iteration 36Q: 3 clusters Score -864492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -864491.687500 Penalty: 4378.569824
	Iteration 37Q: 3 clusters Score -864491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -864492.812500 Penalty: 4378.569824
	Iteration 38Q: 3 clusters Score -864492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -864493.062500 Penalty: 4378.569824
	Iteration 39Q: 3 clusters Score -864493.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -864493.250000 Penalty: 4378.569824
	Iteration 40F: 3 clusters Score -864493.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -864493.687500 Penalty: 4378.569824
	Iteration 41Q: 3 clusters Score -864493.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -864493.000000 Penalty: 4378.569824
	Iteration 42Q: 3 clusters Score -864493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -864494.562500 Penalty: 4378.569824
	Iteration 43Q: 3 clusters Score -864494.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -864493.875000 Penalty: 4378.569824
	Iteration 44Q: 3 clusters Score -864493.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -864494.125000 Penalty: 4378.569824
	Iteration 45Q: 3 clusters Score -864494.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -864492.250000 Penalty: 4378.569824
	Iteration 46Q: 3 clusters Score -864492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -864494.500000 Penalty: 4378.569824
	Iteration 47Q: 3 clusters Score -864494.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -864494.812500 Penalty: 4378.569824
	Iteration 48Q: 3 clusters Score -864494.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -864495.000000 Penalty: 4378.569824
	Iteration 49Q: 3 clusters Score -864495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -864496.312500 Penalty: 4378.569824
	Iteration 50Q: 3 clusters Score -864496.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -864496.125000 Penalty: 4378.569824
	Iteration 51Q: 3 clusters Score -864496.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -864496.000000 Penalty: 4378.569824
	Iteration 52Q: 3 clusters Score -864496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -864497.500000 Penalty: 4378.569824
	Iteration 53Q: 3 clusters Score -864497.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -864498.312500 Penalty: 4378.569824
	Iteration 54Q: 3 clusters Score -864498.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -864499.500000 Penalty: 4378.569824
	Iteration 55Q: 3 clusters Score -864499.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -864499.250000 Penalty: 4378.569824
	Iteration 56Q: 3 clusters Score -864499.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -864501.562500 Penalty: 4378.569824
	Iteration 57Q: 3 clusters Score -864501.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -864504.062500 Penalty: 4378.569824
	Iteration 58Q: 3 clusters Score -864504.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -864504.375000 Penalty: 4378.569824
	Iteration 59Q: 3 clusters Score -864504.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -864505.437500 Penalty: 4378.569824
	Iteration 60F: 3 clusters Score -864505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -864504.562500 Penalty: 4378.569824
	Iteration 61Q: 3 clusters Score -864504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -864505.875000 Penalty: 4378.569824
	Iteration 62Q: 3 clusters Score -864505.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -864505.562500 Penalty: 4378.569824
	Iteration 63Q: 3 clusters Score -864505.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -864505.562500 Penalty: 4378.569824
	Iteration 64Q: 3 clusters Score -864505.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -864505.500000 Penalty: 4378.569824
	Iteration 65Q: 3 clusters Score -864505.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -864505.500000 Penalty: 4378.569824
	Iteration 66F: 3 clusters Score -864505.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Entering Unmasked Estep 
Score: -2076650.250000 Penalty: 2423.472900
	Iteration 0F: 2 clusters Score -2076650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2064136.000000 Penalty: 4846.945801
	Iteration 0F: 3 clusters Score -2064136 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2068423.500000 Penalty: 4846.945801
	Iteration 1F: 3 clusters Score -2068424 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2068979.375000 Penalty: 4846.945801
	Iteration 2F: 3 clusters Score -2068979 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2069501.250000 Penalty: 4846.945801
	Iteration 3F: 3 clusters Score -2069501 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2070066.000000 Penalty: 4846.945801
	Iteration 4F: 3 clusters Score -2070066 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2070666.750000 Penalty: 4846.945801
	Iteration 5F: 3 clusters Score -2070667 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2071255.625000 Penalty: 4846.945801
	Iteration 6F: 3 clusters Score -2071256 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -2071843.000000 Penalty: 4846.945801
	Iteration 7F: 3 clusters Score -2071843 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2072456.250000 Penalty: 4846.945801
	Iteration 8F: 3 clusters Score -2072456 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2073035.625000 Penalty: 4846.945801
	Iteration 9Q: 3 clusters Score -2073036 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -2073579.625000 Penalty: 4846.945801
	Iteration 10Q: 3 clusters Score -2073580 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2074065.000000 Penalty: 4846.945801
	Iteration 11Q: 3 clusters Score -2074065 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2074438.250000 Penalty: 4846.945801
	Iteration 12Q: 3 clusters Score -2074438 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2074707.625000 Penalty: 4846.945801
	Iteration 13Q: 3 clusters Score -2074708 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2074851.625000 Penalty: 4846.945801
	Iteration 14Q: 3 clusters Score -2074852 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2074960.375000 Penalty: 4846.945801
	Iteration 15Q: 3 clusters Score -2074960 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2075022.875000 Penalty: 4846.945801
	Iteration 16Q: 3 clusters Score -2075023 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2075058.875000 Penalty: 4846.945801
	Iteration 17Q: 3 clusters Score -2075059 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2075089.250000 Penalty: 4846.945801
	Iteration 18Q: 3 clusters Score -2075089 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2075104.625000 Penalty: 4846.945801
	Iteration 19Q: 3 clusters Score -2075105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2075123.875000 Penalty: 4846.945801
	Iteration 20F: 3 clusters Score -2075124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2075142.750000 Penalty: 4846.945801
	Iteration 21Q: 3 clusters Score -2075143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2075161.375000 Penalty: 4846.945801
	Iteration 22Q: 3 clusters Score -2075161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2075166.875000 Penalty: 4846.945801
	Iteration 23Q: 3 clusters Score -2075167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2075170.375000 Penalty: 4846.945801
	Iteration 24Q: 3 clusters Score -2075170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2075176.125000 Penalty: 4846.945801
	Iteration 25Q: 3 clusters Score -2075176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2075186.625000 Penalty: 4846.945801
	Iteration 26Q: 3 clusters Score -2075187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2075191.875000 Penalty: 4846.945801
	Iteration 27Q: 3 clusters Score -2075192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2075193.125000 Penalty: 4846.945801
	Iteration 28Q: 3 clusters Score -2075193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2075197.250000 Penalty: 4846.945801
	Iteration 29Q: 3 clusters Score -2075197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2075202.000000 Penalty: 4846.945801
	Iteration 30Q: 3 clusters Score -2075202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2075206.250000 Penalty: 4846.945801
	Iteration 31Q: 3 clusters Score -2075206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2075204.250000 Penalty: 4846.945801
	Iteration 32Q: 3 clusters Score -2075204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2075203.250000 Penalty: 4846.945801
	Iteration 33Q: 3 clusters Score -2075203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2075202.750000 Penalty: 4846.945801
	Iteration 34Q: 3 clusters Score -2075203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2075210.250000 Penalty: 4846.945801
	Iteration 35Q: 3 clusters Score -2075210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2075210.750000 Penalty: 4846.945801
	Iteration 36Q: 3 clusters Score -2075211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2075210.250000 Penalty: 4846.945801
	Iteration 37Q: 3 clusters Score -2075210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2075208.625000 Penalty: 4846.945801
	Iteration 38Q: 3 clusters Score -2075209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2075208.625000 Penalty: 4846.945801
	Iteration 39F: 3 clusters Score -2075209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -219685.937500 Penalty: 1856.401978
	Iteration 0F: 2 clusters Score -219685.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -217199.968750 Penalty: 3712.803955
	Iteration 0F: 3 clusters Score -217200 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -217614.734375 Penalty: 3712.803955
	Iteration 1F: 3 clusters Score -217614.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -217726.875000 Penalty: 3712.803955
	Iteration 2F: 3 clusters Score -217726.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -217806.250000 Penalty: 3712.803955
	Iteration 3Q: 3 clusters Score -217806.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -217859.843750 Penalty: 3712.803955
	Iteration 4Q: 3 clusters Score -217859.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -217900.531250 Penalty: 3712.803955
	Iteration 5Q: 3 clusters Score -217900.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -217919.843750 Penalty: 3712.803955
	Iteration 6Q: 3 clusters Score -217919.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -217936.250000 Penalty: 3712.803955
	Iteration 7Q: 3 clusters Score -217936.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -217944.640625 Penalty: 3712.803955
	Iteration 8Q: 3 clusters Score -217944.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -217951.140625 Penalty: 3712.803955
	Iteration 9Q: 3 clusters Score -217951.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -217957.187500 Penalty: 3712.803955
	Iteration 10Q: 3 clusters Score -217957.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -217961.609375 Penalty: 3712.803955
	Iteration 11Q: 3 clusters Score -217961.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -217963.109375 Penalty: 3712.803955
	Iteration 12Q: 3 clusters Score -217963.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -217964.343750 Penalty: 3712.803955
	Iteration 13Q: 3 clusters Score -217964.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -217965.875000 Penalty: 3712.803955
	Iteration 14Q: 3 clusters Score -217965.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -217968.890625 Penalty: 3712.803955
	Iteration 15Q: 3 clusters Score -217968.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -217973.640625 Penalty: 3712.803955
	Iteration 16Q: 3 clusters Score -217973.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -217977.656250 Penalty: 3712.803955
	Iteration 17Q: 3 clusters Score -217977.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -217980.328125 Penalty: 3712.803955
	Iteration 18Q: 3 clusters Score -217980.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -217981.609375 Penalty: 3712.803955
	Iteration 19Q: 3 clusters Score -217981.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -217982.812500 Penalty: 3712.803955
	Iteration 20F: 3 clusters Score -217982.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -217984.218750 Penalty: 3712.803955
	Iteration 21Q: 3 clusters Score -217984.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -217984.218750 Penalty: 3712.803955
	Iteration 22F: 3 clusters Score -217984.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -43488.246094 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -43488.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42060.750000 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -42060.75 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42281.750000 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -42281.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42456.808594 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -42456.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -42550.179688 Penalty: 2984.013916
	Iteration 3F: 3 clusters Score -42550.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -42629.050781 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -42629.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -42668.175781 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -42668.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -42694.835938 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -42694.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -42699.847656 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -42699.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -42704.972656 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -42704.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -42708.820312 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -42708.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -42712.121094 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -42712.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -42716.953125 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -42716.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -42726.507812 Penalty: 2984.013916
	Iteration 12Q: 3 clusters Score -42726.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -42728.031250 Penalty: 2984.013916
	Iteration 13Q: 3 clusters Score -42728.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -42728.031250 Penalty: 2984.013916
	Iteration 14F: 3 clusters Score -42728.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Entering Unmasked Estep 
Score: -1021811.500000 Penalty: 2269.425293
	Iteration 0F: 2 clusters Score -1021812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1014625.750000 Penalty: 4538.850586
	Iteration 0F: 3 clusters Score -1014626 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1016969.125000 Penalty: 4538.850586
	Iteration 1F: 3 clusters Score -1016969 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1017617.812500 Penalty: 4538.850586
	Iteration 2F: 3 clusters Score -1017618 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1018145.187500 Penalty: 4538.850586
	Iteration 3F: 3 clusters Score -1018145 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1018576.125000 Penalty: 4538.850586
	Iteration 4F: 3 clusters Score -1018576 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1018949.312500 Penalty: 4538.850586
	Iteration 5F: 3 clusters Score -1018949 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1019269.250000 Penalty: 4538.850586
	Iteration 6F: 3 clusters Score -1019269 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1019547.625000 Penalty: 4538.850586
	Iteration 7Q: 3 clusters Score -1019548 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1019799.000000 Penalty: 4538.850586
	Iteration 8Q: 3 clusters Score -1019799 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1020036.125000 Penalty: 4538.850586
	Iteration 9Q: 3 clusters Score -1020036 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1020261.125000 Penalty: 4538.850586
	Iteration 10Q: 3 clusters Score -1020261 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1020467.687500 Penalty: 4538.850586
	Iteration 11Q: 3 clusters Score -1020468 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1020656.125000 Penalty: 4538.850586
	Iteration 12Q: 3 clusters Score -1020656 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1020860.000000 Penalty: 4538.850586
	Iteration 13Q: 3 clusters Score -1020860 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1021064.125000 Penalty: 4538.850586
	Iteration 14Q: 3 clusters Score -1021064 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1021252.750000 Penalty: 4538.850586
	Iteration 15Q: 3 clusters Score -1021253 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1021419.375000 Penalty: 4538.850586
	Iteration 16Q: 3 clusters Score -1021419 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1021572.875000 Penalty: 4538.850586
	Iteration 17Q: 3 clusters Score -1021573 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1021681.937500 Penalty: 4538.850586
	Iteration 18Q: 3 clusters Score -1021682 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1021808.312500 Penalty: 4538.850586
	Iteration 19Q: 3 clusters Score -1021808 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1021935.187500 Penalty: 4538.850586
	Iteration 20F: 3 clusters Score -1021935 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1022025.687500 Penalty: 4538.850586
	Iteration 21Q: 3 clusters Score -1022026 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1022076.375000 Penalty: 4538.850586
	Iteration 22Q: 3 clusters Score -1022076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1022106.750000 Penalty: 4538.850586
	Iteration 23Q: 3 clusters Score -1022107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1022113.875000 Penalty: 4538.850586
	Iteration 24Q: 3 clusters Score -1022114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1022128.312500 Penalty: 4538.850586
	Iteration 25Q: 3 clusters Score -1022128 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1022140.937500 Penalty: 4538.850586
	Iteration 26Q: 3 clusters Score -1022141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1022149.000000 Penalty: 4538.850586
	Iteration 27Q: 3 clusters Score -1022149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1022153.500000 Penalty: 4538.850586
	Iteration 28Q: 3 clusters Score -1022154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1022154.187500 Penalty: 4538.850586
	Iteration 29Q: 3 clusters Score -1022154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1022157.500000 Penalty: 4538.850586
	Iteration 30Q: 3 clusters Score -1022158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1022157.187500 Penalty: 4538.850586
	Iteration 31Q: 3 clusters Score -1022157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1022158.000000 Penalty: 4538.850586
	Iteration 32Q: 3 clusters Score -1022158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1022158.187500 Penalty: 4538.850586
	Iteration 33Q: 3 clusters Score -1022158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1022158.187500 Penalty: 4538.850586
	Iteration 34F: 3 clusters Score -1022158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 194057 members 
Mstep: Class 2 contains 102903 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 46132 members 
Mstep: Class 9 contains 226 members 
Mstep: Class 10 contains 30265 members 
Mstep: Class 11 contains 11462 members 
Mstep: Class 12 contains 25160 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 17537 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 8174 members 
Mstep: Class 19 contains 82230 members 
Mstep: Class 20 contains 14187 members 
Mstep: Class 21 contains 277349 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 6870 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 53350 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 5867 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 256501 members 
Mstep: Class 32 contains 9397 members 
Mstep: Class 33 contains 646 members 
Mstep: Class 34 contains 1249 members 
Entering Unmasked Estep 
Score: -147984192.000000 Penalty: 118343.976562
Splitting cluster 18 changes total score from -147984064.000000 to -147984192.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (82230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82230 members 
Entering Unmasked Estep 
Score: -9552761.000000 Penalty: 2806.684326
	Iteration 0F: 2 clusters Score -9552761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -9497873.000000 Penalty: 5613.368652
	Iteration 0F: 3 clusters Score -9497873 nChanged 38684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -9520067.000000 Penalty: 5613.368652
	Iteration 1F: 3 clusters Score -9520067 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -9521470.000000 Penalty: 5613.368652
	Iteration 2Q: 3 clusters Score -9521470 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 46387 members 
Entering Unmasked Estep 
Score: -9523276.000000 Penalty: 5613.368652
	Iteration 3Q: 3 clusters Score -9523276 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -9525690.000000 Penalty: 5613.368652
	Iteration 4F: 3 clusters Score -9525690 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -9528821.000000 Penalty: 5613.368652
	Iteration 5F: 3 clusters Score -9528821 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -9532716.000000 Penalty: 5613.368652
	Iteration 6F: 3 clusters Score -9532716 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -9536472.000000 Penalty: 5613.368652
	Iteration 7F: 3 clusters Score -9536472 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 63056 members 
Entering Unmasked Estep 
Score: -9539679.000000 Penalty: 5613.368652
	Iteration 8F: 3 clusters Score -9539679 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 65852 members 
Entering Unmasked Estep 
Score: -9542116.000000 Penalty: 5613.368652
	Iteration 9Q: 3 clusters Score -9542116 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 68024 members 
Entering Unmasked Estep 
Score: -9543801.000000 Penalty: 5613.368652
	Iteration 10Q: 3 clusters Score -9543801 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -9544998.000000 Penalty: 5613.368652
	Iteration 11Q: 3 clusters Score -9544998 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 71250 members 
Entering Unmasked Estep 
Score: -9545873.000000 Penalty: 5613.368652
	Iteration 12Q: 3 clusters Score -9545873 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 72579 members 
Entering Unmasked Estep 
Score: -9546535.000000 Penalty: 5613.368652
	Iteration 13Q: 3 clusters Score -9546535 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 73749 members 
Entering Unmasked Estep 
Score: -9547089.000000 Penalty: 5613.368652
	Iteration 14Q: 3 clusters Score -9547089 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 74852 members 
Entering Unmasked Estep 
Score: -9547624.000000 Penalty: 5613.368652
	Iteration 15Q: 3 clusters Score -9547624 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 75867 members 
Entering Unmasked Estep 
Score: -9548156.000000 Penalty: 5613.368652
	Iteration 16Q: 3 clusters Score -9548156 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 76806 members 
Entering Unmasked Estep 
Score: -9548671.000000 Penalty: 5613.368652
	Iteration 17Q: 3 clusters Score -9548671 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 77652 members 
Entering Unmasked Estep 
Score: -9549138.000000 Penalty: 5613.368652
	Iteration 18Q: 3 clusters Score -9549138 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 78374 members 
Entering Unmasked Estep 
Score: -9549634.000000 Penalty: 5613.368652
	Iteration 19Q: 3 clusters Score -9549634 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -9550050.000000 Penalty: 5613.368652
	Iteration 20F: 3 clusters Score -9550050 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 79402 members 
Entering Unmasked Estep 
Score: -9550455.000000 Penalty: 5613.368652
	Iteration 21Q: 3 clusters Score -9550455 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 79756 members 
Entering Unmasked Estep 
Score: -9550875.000000 Penalty: 5613.368652
	Iteration 22Q: 3 clusters Score -9550875 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 79997 members 
Entering Unmasked Estep 
Score: -9551188.000000 Penalty: 5613.368652
	Iteration 23Q: 3 clusters Score -9551188 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 80121 members 
Entering Unmasked Estep 
Score: -9551370.000000 Penalty: 5613.368652
	Iteration 24Q: 3 clusters Score -9551370 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 80197 members 
Entering Unmasked Estep 
Score: -9551454.000000 Penalty: 5613.368652
	Iteration 25Q: 3 clusters Score -9551454 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 80260 members 
Entering Unmasked Estep 
Score: -9551513.000000 Penalty: 5613.368652
	Iteration 26Q: 3 clusters Score -9551513 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -9551550.000000 Penalty: 5613.368652
	Iteration 27Q: 3 clusters Score -9551550 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 80304 members 
Entering Unmasked Estep 
Score: -9551575.000000 Penalty: 5613.368652
	Iteration 28Q: 3 clusters Score -9551575 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 80311 members 
Entering Unmasked Estep 
Score: -9551590.000000 Penalty: 5613.368652
	Iteration 29Q: 3 clusters Score -9551590 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 80329 members 
Entering Unmasked Estep 
Score: -9551609.000000 Penalty: 5613.368652
	Iteration 30Q: 3 clusters Score -9551609 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 80355 members 
Entering Unmasked Estep 
Score: -9551620.000000 Penalty: 5613.368652
	Iteration 31Q: 3 clusters Score -9551620 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 80376 members 
Entering Unmasked Estep 
Score: -9551650.000000 Penalty: 5613.368652
	Iteration 32Q: 3 clusters Score -9551650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 80375 members 
Entering Unmasked Estep 
Score: -9551647.000000 Penalty: 5613.368652
	Iteration 33Q: 3 clusters Score -9551647 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -9551636.000000 Penalty: 5613.368652
	Iteration 34Q: 3 clusters Score -9551636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -9551651.000000 Penalty: 5613.368652
	Iteration 35Q: 3 clusters Score -9551651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 80396 members 
Entering Unmasked Estep 
Score: -9551653.000000 Penalty: 5613.368652
	Iteration 36Q: 3 clusters Score -9551653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -9551668.000000 Penalty: 5613.368652
	Iteration 37Q: 3 clusters Score -9551668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 80405 members 
Entering Unmasked Estep 
Score: -9551663.000000 Penalty: 5613.368652
	Iteration 38Q: 3 clusters Score -9551663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 80408 members 
Entering Unmasked Estep 
Score: -9551669.000000 Penalty: 5613.368652
	Iteration 39Q: 3 clusters Score -9551669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 80412 members 
Entering Unmasked Estep 
Score: -9551666.000000 Penalty: 5613.368652
	Iteration 40F: 3 clusters Score -9551666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 80411 members 
Entering Unmasked Estep 
Score: -9551678.000000 Penalty: 5613.368652
	Iteration 41Q: 3 clusters Score -9551678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 80403 members 
Entering Unmasked Estep 
Score: -9551673.000000 Penalty: 5613.368652
	Iteration 42Q: 3 clusters Score -9551673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 80396 members 
Entering Unmasked Estep 
Score: -9551673.000000 Penalty: 5613.368652
	Iteration 43Q: 3 clusters Score -9551673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -9551678.000000 Penalty: 5613.368652
	Iteration 44Q: 3 clusters Score -9551678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -9551681.000000 Penalty: 5613.368652
	Iteration 45Q: 3 clusters Score -9551681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -9551670.000000 Penalty: 5613.368652
	Iteration 46Q: 3 clusters Score -9551670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 80382 members 
Entering Unmasked Estep 
Score: -9551673.000000 Penalty: 5613.368652
	Iteration 47Q: 3 clusters Score -9551673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 80382 members 
Entering Unmasked Estep 
Score: -9551678.000000 Penalty: 5613.368652
	Iteration 48Q: 3 clusters Score -9551678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 80384 members 
Entering Unmasked Estep 
Score: -9551680.000000 Penalty: 5613.368652
	Iteration 49Q: 3 clusters Score -9551680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 80387 members 
Entering Unmasked Estep 
Score: -9551683.000000 Penalty: 5613.368652
	Iteration 50Q: 3 clusters Score -9551683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -9551687.000000 Penalty: 5613.368652
	Iteration 51Q: 3 clusters Score -9551687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 80389 members 
Entering Unmasked Estep 
Score: -9551693.000000 Penalty: 5613.368652
	Iteration 52Q: 3 clusters Score -9551693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -9551695.000000 Penalty: 5613.368652
	Iteration 53Q: 3 clusters Score -9551695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 80387 members 
Entering Unmasked Estep 
Score: -9551687.000000 Penalty: 5613.368652
	Iteration 54Q: 3 clusters Score -9551687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 80389 members 
Entering Unmasked Estep 
Score: -9551694.000000 Penalty: 5613.368652
	Iteration 55Q: 3 clusters Score -9551694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 80387 members 
Entering Unmasked Estep 
Score: -9551697.000000 Penalty: 5613.368652
	Iteration 56Q: 3 clusters Score -9551697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -9551698.000000 Penalty: 5613.368652
	Iteration 57Q: 3 clusters Score -9551698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 80389 members 
Entering Unmasked Estep 
Score: -9551695.000000 Penalty: 5613.368652
	Iteration 58Q: 3 clusters Score -9551695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -9551698.000000 Penalty: 5613.368652
	Iteration 59Q: 3 clusters Score -9551698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 80387 members 
Entering Unmasked Estep 
Score: -9551701.000000 Penalty: 5613.368652
	Iteration 60F: 3 clusters Score -9551701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -9551694.000000 Penalty: 5613.368652
	Iteration 61Q: 3 clusters Score -9551694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -9551694.000000 Penalty: 5613.368652
	Iteration 62Q: 3 clusters Score -9551694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 80390 members 
Entering Unmasked Estep 
Score: -9551694.000000 Penalty: 5613.368652
	Iteration 63Q: 3 clusters Score -9551694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 80388 members 
Entering Unmasked Estep 
Score: -9551694.000000 Penalty: 5613.368652
	Iteration 64Q: 3 clusters Score -9551694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -9551698.000000 Penalty: 5613.368652
	Iteration 65Q: 3 clusters Score -9551698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -9551713.000000 Penalty: 5613.368652
	Iteration 66Q: 3 clusters Score -9551713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -9551711.000000 Penalty: 5613.368652
	Iteration 67Q: 3 clusters Score -9551711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 80385 members 
Entering Unmasked Estep 
Score: -9551713.000000 Penalty: 5613.368652
	Iteration 68Q: 3 clusters Score -9551713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 80384 members 
Entering Unmasked Estep 
Score: -9551711.000000 Penalty: 5613.368652
	Iteration 69Q: 3 clusters Score -9551711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -9551714.000000 Penalty: 5613.368652
	Iteration 70Q: 3 clusters Score -9551714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 80381 members 
Entering Unmasked Estep 
Score: -9551707.000000 Penalty: 5613.368652
	Iteration 71Q: 3 clusters Score -9551707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 80378 members 
Entering Unmasked Estep 
Score: -9551712.000000 Penalty: 5613.368652
	Iteration 72Q: 3 clusters Score -9551712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 80379 members 
Entering Unmasked Estep 
Score: -9551710.000000 Penalty: 5613.368652
	Iteration 73Q: 3 clusters Score -9551710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 80379 members 
Entering Unmasked Estep 
Score: -9551710.000000 Penalty: 5613.368652
	Iteration 74Q: 3 clusters Score -9551710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 80377 members 
Entering Unmasked Estep 
Score: -9551712.000000 Penalty: 5613.368652
	Iteration 75Q: 3 clusters Score -9551712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 80375 members 
Entering Unmasked Estep 
Score: -9551704.000000 Penalty: 5613.368652
	Iteration 76Q: 3 clusters Score -9551704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 80373 members 
Entering Unmasked Estep 
Score: -9551707.000000 Penalty: 5613.368652
	Iteration 77Q: 3 clusters Score -9551707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 80371 members 
Entering Unmasked Estep 
Score: -9551710.000000 Penalty: 5613.368652
	Iteration 78Q: 3 clusters Score -9551710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -9551704.000000 Penalty: 5613.368652
	Iteration 79Q: 3 clusters Score -9551704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 80368 members 
Entering Unmasked Estep 
Score: -9551699.000000 Penalty: 5613.368652
	Iteration 80F: 3 clusters Score -9551699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Entering Unmasked Estep 
Score: -1787263.625000 Penalty: 2370.900146
	Iteration 0F: 2 clusters Score -1787264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1776960.875000 Penalty: 4741.800293
	Iteration 0F: 3 clusters Score -1776961 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1780178.250000 Penalty: 4741.800293
	Iteration 1F: 3 clusters Score -1780178 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1780578.000000 Penalty: 4741.800293
	Iteration 2F: 3 clusters Score -1780578 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1780896 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1781183.125000 Penalty: 4741.800293
	Iteration 4Q: 3 clusters Score -1781183 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1781481.750000 Penalty: 4741.800293
	Iteration 5Q: 3 clusters Score -1781482 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1781826.750000 Penalty: 4741.800293
	Iteration 6Q: 3 clusters Score -1781827 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1782291.250000 Penalty: 4741.800293
	Iteration 7Q: 3 clusters Score -1782291 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1782878.000000 Penalty: 4741.800293
	Iteration 8F: 3 clusters Score -1782878 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1783613.500000 Penalty: 4741.800293
	Iteration 9F: 3 clusters Score -1783614 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1784301.875000 Penalty: 4741.800293
	Iteration 10Q: 3 clusters Score -1784302 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1784643.375000 Penalty: 4741.800293
	Iteration 11Q: 3 clusters Score -1784643 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1784810.500000 Penalty: 4741.800293
	Iteration 12Q: 3 clusters Score -1784810 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1784898.000000 Penalty: 4741.800293
	Iteration 13Q: 3 clusters Score -1784898 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1784954.000000 Penalty: 4741.800293
	Iteration 14Q: 3 clusters Score -1784954 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1784986.125000 Penalty: 4741.800293
	Iteration 15Q: 3 clusters Score -1784986 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1785012.125000 Penalty: 4741.800293
	Iteration 16Q: 3 clusters Score -1785012 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1785035.000000 Penalty: 4741.800293
	Iteration 17Q: 3 clusters Score -1785035 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1785054.375000 Penalty: 4741.800293
	Iteration 18Q: 3 clusters Score -1785054 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1785070.500000 Penalty: 4741.800293
	Iteration 19Q: 3 clusters Score -1785070 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1785091.000000 Penalty: 4741.800293
	Iteration 20F: 3 clusters Score -1785091 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1785102.000000 Penalty: 4741.800293
	Iteration 21Q: 3 clusters Score -1785102 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1785117.500000 Penalty: 4741.800293
	Iteration 22Q: 3 clusters Score -1785118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1785134.250000 Penalty: 4741.800293
	Iteration 23Q: 3 clusters Score -1785134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1785148.750000 Penalty: 4741.800293
	Iteration 24Q: 3 clusters Score -1785149 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1785169.000000 Penalty: 4741.800293
	Iteration 25Q: 3 clusters Score -1785169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1785178.250000 Penalty: 4741.800293
	Iteration 26Q: 3 clusters Score -1785178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1785184.125000 Penalty: 4741.800293
	Iteration 27Q: 3 clusters Score -1785184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1785191.250000 Penalty: 4741.800293
	Iteration 28Q: 3 clusters Score -1785191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1785199.500000 Penalty: 4741.800293
	Iteration 29Q: 3 clusters Score -1785200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1785203.875000 Penalty: 4741.800293
	Iteration 30Q: 3 clusters Score -1785204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1785206.250000 Penalty: 4741.800293
	Iteration 31Q: 3 clusters Score -1785206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1785210.250000 Penalty: 4741.800293
	Iteration 32Q: 3 clusters Score -1785210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1785213.375000 Penalty: 4741.800293
	Iteration 33Q: 3 clusters Score -1785213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1785218.500000 Penalty: 4741.800293
	Iteration 34Q: 3 clusters Score -1785218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1785223.625000 Penalty: 4741.800293
	Iteration 35Q: 3 clusters Score -1785224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1785232.750000 Penalty: 4741.800293
	Iteration 36Q: 3 clusters Score -1785233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1785236.500000 Penalty: 4741.800293
	Iteration 37Q: 3 clusters Score -1785236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1785245.500000 Penalty: 4741.800293
	Iteration 38Q: 3 clusters Score -1785246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1785249.875000 Penalty: 4741.800293
	Iteration 39Q: 3 clusters Score -1785250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1785250.000000 Penalty: 4741.800293
	Iteration 40F: 3 clusters Score -1785250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1785258.125000 Penalty: 4741.800293
	Iteration 41Q: 3 clusters Score -1785258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1785260.250000 Penalty: 4741.800293
	Iteration 42Q: 3 clusters Score -1785260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1785261.875000 Penalty: 4741.800293
	Iteration 43Q: 3 clusters Score -1785262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1785267.875000 Penalty: 4741.800293
	Iteration 44Q: 3 clusters Score -1785268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1785273.750000 Penalty: 4741.800293
	Iteration 45Q: 3 clusters Score -1785274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1785273.750000 Penalty: 4741.800293
	Iteration 46Q: 3 clusters Score -1785274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1785275.000000 Penalty: 4741.800293
	Iteration 47Q: 3 clusters Score -1785275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1785273.250000 Penalty: 4741.800293
	Iteration 48Q: 3 clusters Score -1785273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1785278.125000 Penalty: 4741.800293
	Iteration 49Q: 3 clusters Score -1785278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1785279.625000 Penalty: 4741.800293
	Iteration 50Q: 3 clusters Score -1785280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1785281.375000 Penalty: 4741.800293
	Iteration 51Q: 3 clusters Score -1785281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1785281.375000 Penalty: 4741.800293
	Iteration 52Q: 3 clusters Score -1785281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1785283.500000 Penalty: 4741.800293
	Iteration 53Q: 3 clusters Score -1785284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1785287.875000 Penalty: 4741.800293
	Iteration 54Q: 3 clusters Score -1785288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1785288.125000 Penalty: 4741.800293
	Iteration 55Q: 3 clusters Score -1785288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1785292.750000 Penalty: 4741.800293
	Iteration 56Q: 3 clusters Score -1785293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1785294.250000 Penalty: 4741.800293
	Iteration 57Q: 3 clusters Score -1785294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1785295.125000 Penalty: 4741.800293
	Iteration 58Q: 3 clusters Score -1785295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1785294.750000 Penalty: 4741.800293
	Iteration 59Q: 3 clusters Score -1785295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1785293.875000 Penalty: 4741.800293
	Iteration 60F: 3 clusters Score -1785294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1785294.125000 Penalty: 4741.800293
	Iteration 61Q: 3 clusters Score -1785294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1785294.000000 Penalty: 4741.800293
	Iteration 62Q: 3 clusters Score -1785294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1785293.750000 Penalty: 4741.800293
	Iteration 63Q: 3 clusters Score -1785294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1785296.625000 Penalty: 4741.800293
	Iteration 64Q: 3 clusters Score -1785297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1785296.625000 Penalty: 4741.800293
	Iteration 65F: 3 clusters Score -1785297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (277349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277349 members 
Entering Unmasked Estep 
Score: -34045364.000000 Penalty: 3108.191895
	Iteration 0F: 2 clusters Score -3.404536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138568 members 
Mstep: Class 2 contains 138781 members 
Entering Unmasked Estep 
Score: -33880312.000000 Penalty: 6216.383789
	Iteration 0F: 3 clusters Score -3.388031e+07 nChanged 134216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137624 members 
Mstep: Class 2 contains 139725 members 
Entering Unmasked Estep 
Score: -33959076.000000 Penalty: 6216.383789
	Iteration 1F: 3 clusters Score -3.395908e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136942 members 
Mstep: Class 2 contains 140407 members 
Entering Unmasked Estep 
Score: -33960628.000000 Penalty: 6216.383789
	Iteration 2Q: 3 clusters Score -3.396063e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135991 members 
Mstep: Class 2 contains 141358 members 
Entering Unmasked Estep 
Score: -33962424.000000 Penalty: 6216.383789
	Iteration 3Q: 3 clusters Score -3.396242e+07 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134513 members 
Mstep: Class 2 contains 142836 members 
Entering Unmasked Estep 
Score: -33964812.000000 Penalty: 6216.383789
	Iteration 4Q: 3 clusters Score -3.396481e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132547 members 
Mstep: Class 2 contains 144802 members 
Entering Unmasked Estep 
Score: -33968360.000000 Penalty: 6216.383789
	Iteration 5Q: 3 clusters Score -3.396836e+07 nChanged 12057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129820 members 
Mstep: Class 2 contains 147529 members 
Entering Unmasked Estep 
Score: -33973648.000000 Penalty: 6216.383789
	Iteration 6Q: 3 clusters Score -3.397365e+07 nChanged 14106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126060 members 
Mstep: Class 2 contains 151289 members 
Entering Unmasked Estep 
Score: -33980880.000000 Penalty: 6216.383789
	Iteration 7F: 3 clusters Score -3.398088e+07 nChanged 16061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121541 members 
Mstep: Class 2 contains 155808 members 
Entering Unmasked Estep 
Score: -33991124.000000 Penalty: 6216.383789
	Iteration 8F: 3 clusters Score -3.399112e+07 nChanged 17498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116801 members 
Mstep: Class 2 contains 160548 members 
Entering Unmasked Estep 
Score: -34003552.000000 Penalty: 6216.383789
	Iteration 9F: 3 clusters Score -3.400355e+07 nChanged 16764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112817 members 
Mstep: Class 2 contains 164532 members 
Entering Unmasked Estep 
Score: -34014316.000000 Penalty: 6216.383789
	Iteration 10F: 3 clusters Score -3.401432e+07 nChanged 13525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109660 members 
Mstep: Class 2 contains 167689 members 
Entering Unmasked Estep 
Score: -34020320.000000 Penalty: 6216.383789
	Iteration 11Q: 3 clusters Score -3.402032e+07 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107000 members 
Mstep: Class 2 contains 170349 members 
Entering Unmasked Estep 
Score: -34022848.000000 Penalty: 6216.383789
	Iteration 12Q: 3 clusters Score -3.402285e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104364 members 
Mstep: Class 2 contains 172985 members 
Entering Unmasked Estep 
Score: -34023988.000000 Penalty: 6216.383789
	Iteration 13Q: 3 clusters Score -3.402399e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101691 members 
Mstep: Class 2 contains 175658 members 
Entering Unmasked Estep 
Score: -34024592.000000 Penalty: 6216.383789
	Iteration 14Q: 3 clusters Score -3.402459e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98828 members 
Mstep: Class 2 contains 178521 members 
Entering Unmasked Estep 
Score: -34025336.000000 Penalty: 6216.383789
	Iteration 15Q: 3 clusters Score -3.402534e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95626 members 
Mstep: Class 2 contains 181723 members 
Entering Unmasked Estep 
Score: -34026056.000000 Penalty: 6216.383789
	Iteration 16Q: 3 clusters Score -3.402606e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92032 members 
Mstep: Class 2 contains 185317 members 
Entering Unmasked Estep 
Score: -34026780.000000 Penalty: 6216.383789
	Iteration 17Q: 3 clusters Score -3.402678e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88092 members 
Mstep: Class 2 contains 189257 members 
Entering Unmasked Estep 
Score: -34027420.000000 Penalty: 6216.383789
	Iteration 18Q: 3 clusters Score -3.402742e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83921 members 
Mstep: Class 2 contains 193428 members 
Entering Unmasked Estep 
Score: -34028176.000000 Penalty: 6216.383789
	Iteration 19Q: 3 clusters Score -3.402818e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79397 members 
Mstep: Class 2 contains 197952 members 
Entering Unmasked Estep 
Score: -34029020.000000 Penalty: 6216.383789
	Iteration 20F: 3 clusters Score -3.402902e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74664 members 
Mstep: Class 2 contains 202685 members 
Entering Unmasked Estep 
Score: -34030108.000000 Penalty: 6216.383789
	Iteration 21Q: 3 clusters Score -3.403011e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69623 members 
Mstep: Class 2 contains 207726 members 
Entering Unmasked Estep 
Score: -34031312.000000 Penalty: 6216.383789
	Iteration 22Q: 3 clusters Score -3.403131e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64402 members 
Mstep: Class 2 contains 212947 members 
Entering Unmasked Estep 
Score: -34032376.000000 Penalty: 6216.383789
	Iteration 23Q: 3 clusters Score -3.403238e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59122 members 
Mstep: Class 2 contains 218227 members 
Entering Unmasked Estep 
Score: -34034036.000000 Penalty: 6216.383789
	Iteration 24Q: 3 clusters Score -3.403404e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 223318 members 
Entering Unmasked Estep 
Score: -34035700.000000 Penalty: 6216.383789
	Iteration 25Q: 3 clusters Score -3.40357e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 228163 members 
Entering Unmasked Estep 
Score: -34037264.000000 Penalty: 6216.383789
	Iteration 26Q: 3 clusters Score -3.403726e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 232461 members 
Entering Unmasked Estep 
Score: -34038836.000000 Penalty: 6216.383789
	Iteration 27Q: 3 clusters Score -3.403884e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 236406 members 
Entering Unmasked Estep 
Score: -34039852.000000 Penalty: 6216.383789
	Iteration 28Q: 3 clusters Score -3.403985e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 239831 members 
Entering Unmasked Estep 
Score: -34041264.000000 Penalty: 6216.383789
	Iteration 29Q: 3 clusters Score -3.404126e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 242804 members 
Entering Unmasked Estep 
Score: -34042452.000000 Penalty: 6216.383789
	Iteration 30Q: 3 clusters Score -3.404245e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 245367 members 
Entering Unmasked Estep 
Score: -34043548.000000 Penalty: 6216.383789
	Iteration 31Q: 3 clusters Score -3.404355e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 247508 members 
Entering Unmasked Estep 
Score: -34044704.000000 Penalty: 6216.383789
	Iteration 32Q: 3 clusters Score -3.40447e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 249402 members 
Entering Unmasked Estep 
Score: -34045408.000000 Penalty: 6216.383789
	Iteration 33Q: 3 clusters Score -3.404541e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 251112 members 
Entering Unmasked Estep 
Score: -34045780.000000 Penalty: 6216.383789
	Iteration 34Q: 3 clusters Score -3.404578e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 252569 members 
Entering Unmasked Estep 
Score: -34046128.000000 Penalty: 6216.383789
	Iteration 35Q: 3 clusters Score -3.404613e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 253841 members 
Entering Unmasked Estep 
Score: -34046476.000000 Penalty: 6216.383789
	Iteration 36Q: 3 clusters Score -3.404648e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 254951 members 
Entering Unmasked Estep 
Score: -34046956.000000 Penalty: 6216.383789
	Iteration 37Q: 3 clusters Score -3.404696e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 256024 members 
Entering Unmasked Estep 
Score: -34047032.000000 Penalty: 6216.383789
	Iteration 38Q: 3 clusters Score -3.404703e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 257000 members 
Entering Unmasked Estep 
Score: -34047248.000000 Penalty: 6216.383789
	Iteration 39Q: 3 clusters Score -3.404725e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 257888 members 
Entering Unmasked Estep 
Score: -34047404.000000 Penalty: 6216.383789
	Iteration 40F: 3 clusters Score -3.40474e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 258689 members 
Entering Unmasked Estep 
Score: -34047496.000000 Penalty: 6216.383789
	Iteration 41Q: 3 clusters Score -3.40475e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 259453 members 
Entering Unmasked Estep 
Score: -34047508.000000 Penalty: 6216.383789
	Iteration 42Q: 3 clusters Score -3.404751e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 260149 members 
Entering Unmasked Estep 
Score: -34047592.000000 Penalty: 6216.383789
	Iteration 43Q: 3 clusters Score -3.404759e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 260781 members 
Entering Unmasked Estep 
Score: -34047556.000000 Penalty: 6216.383789
	Iteration 44Q: 3 clusters Score -3.404756e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 261331 members 
Entering Unmasked Estep 
Score: -34047560.000000 Penalty: 6216.383789
	Iteration 45Q: 3 clusters Score -3.404756e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 261886 members 
Entering Unmasked Estep 
Score: -34047684.000000 Penalty: 6216.383789
	Iteration 46Q: 3 clusters Score -3.404768e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 262391 members 
Entering Unmasked Estep 
Score: -34047656.000000 Penalty: 6216.383789
	Iteration 47Q: 3 clusters Score -3.404766e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 262857 members 
Entering Unmasked Estep 
Score: -34047740.000000 Penalty: 6216.383789
	Iteration 48Q: 3 clusters Score -3.404774e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 263282 members 
Entering Unmasked Estep 
Score: -34047772.000000 Penalty: 6216.383789
	Iteration 49Q: 3 clusters Score -3.404777e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 263695 members 
Entering Unmasked Estep 
Score: -34047732.000000 Penalty: 6216.383789
	Iteration 50Q: 3 clusters Score -3.404773e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 264075 members 
Entering Unmasked Estep 
Score: -34047736.000000 Penalty: 6216.383789
	Iteration 51Q: 3 clusters Score -3.404774e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 264410 members 
Entering Unmasked Estep 
Score: -34047752.000000 Penalty: 6216.383789
	Iteration 52Q: 3 clusters Score -3.404775e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 264695 members 
Entering Unmasked Estep 
Score: -34047692.000000 Penalty: 6216.383789
	Iteration 53Q: 3 clusters Score -3.404769e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 264935 members 
Entering Unmasked Estep 
Score: -34047656.000000 Penalty: 6216.383789
	Iteration 54Q: 3 clusters Score -3.404766e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 265159 members 
Entering Unmasked Estep 
Score: -34047620.000000 Penalty: 6216.383789
	Iteration 55Q: 3 clusters Score -3.404762e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 265350 members 
Entering Unmasked Estep 
Score: -34047552.000000 Penalty: 6216.383789
	Iteration 56Q: 3 clusters Score -3.404755e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 265514 members 
Entering Unmasked Estep 
Score: -34047540.000000 Penalty: 6216.383789
	Iteration 57Q: 3 clusters Score -3.404754e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 265661 members 
Entering Unmasked Estep 
Score: -34047516.000000 Penalty: 6216.383789
	Iteration 58Q: 3 clusters Score -3.404752e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 265794 members 
Entering Unmasked Estep 
Score: -34047460.000000 Penalty: 6216.383789
	Iteration 59Q: 3 clusters Score -3.404746e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 265918 members 
Entering Unmasked Estep 
Score: -34047460.000000 Penalty: 6216.383789
	Iteration 60F: 3 clusters Score -3.404746e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 266028 members 
Entering Unmasked Estep 
Score: -34047440.000000 Penalty: 6216.383789
	Iteration 61Q: 3 clusters Score -3.404744e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 266129 members 
Entering Unmasked Estep 
Score: -34047420.000000 Penalty: 6216.383789
	Iteration 62Q: 3 clusters Score -3.404742e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 266228 members 
Entering Unmasked Estep 
Score: -34047424.000000 Penalty: 6216.383789
	Iteration 63Q: 3 clusters Score -3.404742e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 266322 members 
Entering Unmasked Estep 
Score: -34047436.000000 Penalty: 6216.383789
	Iteration 64Q: 3 clusters Score -3.404744e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 266445 members 
Entering Unmasked Estep 
Score: -34047392.000000 Penalty: 6216.383789
	Iteration 65Q: 3 clusters Score -3.404739e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 266559 members 
Entering Unmasked Estep 
Score: -34047372.000000 Penalty: 6216.383789
	Iteration 66Q: 3 clusters Score -3.404737e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 266653 members 
Entering Unmasked Estep 
Score: -34047396.000000 Penalty: 6216.383789
	Iteration 67Q: 3 clusters Score -3.40474e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 266740 members 
Entering Unmasked Estep 
Score: -34047340.000000 Penalty: 6216.383789
	Iteration 68Q: 3 clusters Score -3.404734e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 266824 members 
Entering Unmasked Estep 
Score: -34047352.000000 Penalty: 6216.383789
	Iteration 69Q: 3 clusters Score -3.404735e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 266899 members 
Entering Unmasked Estep 
Score: -34047344.000000 Penalty: 6216.383789
	Iteration 70Q: 3 clusters Score -3.404734e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 266964 members 
Entering Unmasked Estep 
Score: -34047336.000000 Penalty: 6216.383789
	Iteration 71Q: 3 clusters Score -3.404734e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 267024 members 
Entering Unmasked Estep 
Score: -34047292.000000 Penalty: 6216.383789
	Iteration 72Q: 3 clusters Score -3.404729e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 267081 members 
Entering Unmasked Estep 
Score: -34047312.000000 Penalty: 6216.383789
	Iteration 73Q: 3 clusters Score -3.404731e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 267144 members 
Entering Unmasked Estep 
Score: -34047312.000000 Penalty: 6216.383789
	Iteration 74Q: 3 clusters Score -3.404731e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 267198 members 
Entering Unmasked Estep 
Score: -34047320.000000 Penalty: 6216.383789
	Iteration 75Q: 3 clusters Score -3.404732e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 267253 members 
Entering Unmasked Estep 
Score: -34047288.000000 Penalty: 6216.383789
	Iteration 76Q: 3 clusters Score -3.404729e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 267315 members 
Entering Unmasked Estep 
Score: -34047352.000000 Penalty: 6216.383789
	Iteration 77Q: 3 clusters Score -3.404735e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 267376 members 
Entering Unmasked Estep 
Score: -34047340.000000 Penalty: 6216.383789
	Iteration 78Q: 3 clusters Score -3.404734e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 267442 members 
Entering Unmasked Estep 
Score: -34047324.000000 Penalty: 6216.383789
	Iteration 79Q: 3 clusters Score -3.404732e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 267488 members 
Entering Unmasked Estep 
Score: -34047348.000000 Penalty: 6216.383789
	Iteration 80F: 3 clusters Score -3.404735e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 267542 members 
Entering Unmasked Estep 
Score: -34047328.000000 Penalty: 6216.383789
	Iteration 81Q: 3 clusters Score -3.404733e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 267592 members 
Entering Unmasked Estep 
Score: -34047328.000000 Penalty: 6216.383789
	Iteration 82Q: 3 clusters Score -3.404733e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 267634 members 
Entering Unmasked Estep 
Score: -34047360.000000 Penalty: 6216.383789
	Iteration 83Q: 3 clusters Score -3.404736e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 267671 members 
Entering Unmasked Estep 
Score: -34047364.000000 Penalty: 6216.383789
	Iteration 84Q: 3 clusters Score -3.404736e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 267703 members 
Entering Unmasked Estep 
Score: -34047336.000000 Penalty: 6216.383789
	Iteration 85Q: 3 clusters Score -3.404734e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 267730 members 
Entering Unmasked Estep 
Score: -34047360.000000 Penalty: 6216.383789
	Iteration 86Q: 3 clusters Score -3.404736e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 267752 members 
Entering Unmasked Estep 
Score: -34047364.000000 Penalty: 6216.383789
	Iteration 87Q: 3 clusters Score -3.404736e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 267765 members 
Entering Unmasked Estep 
Score: -34047356.000000 Penalty: 6216.383789
	Iteration 88Q: 3 clusters Score -3.404736e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 267782 members 
Entering Unmasked Estep 
Score: -34047332.000000 Penalty: 6216.383789
	Iteration 89Q: 3 clusters Score -3.404733e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 267794 members 
Entering Unmasked Estep 
Score: -34047340.000000 Penalty: 6216.383789
	Iteration 90Q: 3 clusters Score -3.404734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 267808 members 
Entering Unmasked Estep 
Score: -34047316.000000 Penalty: 6216.383789
	Iteration 91Q: 3 clusters Score -3.404732e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 267823 members 
Entering Unmasked Estep 
Score: -34047332.000000 Penalty: 6216.383789
	Iteration 92Q: 3 clusters Score -3.404733e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 267842 members 
Entering Unmasked Estep 
Score: -34047324.000000 Penalty: 6216.383789
	Iteration 93Q: 3 clusters Score -3.404732e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 267861 members 
Entering Unmasked Estep 
Score: -34047328.000000 Penalty: 6216.383789
	Iteration 94Q: 3 clusters Score -3.404733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 267883 members 
Entering Unmasked Estep 
Score: -34047316.000000 Penalty: 6216.383789
	Iteration 95Q: 3 clusters Score -3.404732e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 267909 members 
Entering Unmasked Estep 
Score: -34047304.000000 Penalty: 6216.383789
	Iteration 96Q: 3 clusters Score -3.40473e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 267936 members 
Entering Unmasked Estep 
Score: -34047364.000000 Penalty: 6216.383789
	Iteration 97Q: 3 clusters Score -3.404736e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 267959 members 
Entering Unmasked Estep 
Score: -34047356.000000 Penalty: 6216.383789
	Iteration 98Q: 3 clusters Score -3.404736e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 267979 members 
Entering Unmasked Estep 
Score: -34047388.000000 Penalty: 6216.383789
	Iteration 99Q: 3 clusters Score -3.404739e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 267996 members 
Entering Unmasked Estep 
Score: -34047356.000000 Penalty: 6216.383789
	Iteration 100F: 3 clusters Score -3.404736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 268008 members 
Entering Unmasked Estep 
Score: -34047376.000000 Penalty: 6216.383789
	Iteration 101Q: 3 clusters Score -3.404738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 268020 members 
Entering Unmasked Estep 
Score: -34047388.000000 Penalty: 6216.383789
	Iteration 102Q: 3 clusters Score -3.404739e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 268031 members 
Entering Unmasked Estep 
Score: -34047380.000000 Penalty: 6216.383789
	Iteration 103Q: 3 clusters Score -3.404738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 268040 members 
Entering Unmasked Estep 
Score: -34047380.000000 Penalty: 6216.383789
	Iteration 104Q: 3 clusters Score -3.404738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 268050 members 
Entering Unmasked Estep 
Score: -34047396.000000 Penalty: 6216.383789
	Iteration 105Q: 3 clusters Score -3.40474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 268058 members 
Entering Unmasked Estep 
Score: -34047388.000000 Penalty: 6216.383789
	Iteration 106Q: 3 clusters Score -3.404739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 268064 members 
Entering Unmasked Estep 
Score: -34047388.000000 Penalty: 6216.383789
	Iteration 107Q: 3 clusters Score -3.404739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 268070 members 
Entering Unmasked Estep 
Score: -34047372.000000 Penalty: 6216.383789
	Iteration 108Q: 3 clusters Score -3.404737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 268076 members 
Entering Unmasked Estep 
Score: -34047384.000000 Penalty: 6216.383789
	Iteration 109Q: 3 clusters Score -3.404738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 268086 members 
Entering Unmasked Estep 
Score: -34047380.000000 Penalty: 6216.383789
	Iteration 110Q: 3 clusters Score -3.404738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 268096 members 
Entering Unmasked Estep 
Score: -34047388.000000 Penalty: 6216.383789
	Iteration 111Q: 3 clusters Score -3.404739e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 268110 members 
Entering Unmasked Estep 
Score: -34047384.000000 Penalty: 6216.383789
	Iteration 112Q: 3 clusters Score -3.404738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 268125 members 
Entering Unmasked Estep 
Score: -34047384.000000 Penalty: 6216.383789
	Iteration 113Q: 3 clusters Score -3.404738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 268140 members 
Entering Unmasked Estep 
Score: -34047376.000000 Penalty: 6216.383789
	Iteration 114Q: 3 clusters Score -3.404738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 268153 members 
Entering Unmasked Estep 
Score: -34047376.000000 Penalty: 6216.383789
	Iteration 115Q: 3 clusters Score -3.404738e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 268171 members 
Entering Unmasked Estep 
Score: -34047372.000000 Penalty: 6216.383789
	Iteration 116Q: 3 clusters Score -3.404737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 268188 members 
Entering Unmasked Estep 
Score: -34047384.000000 Penalty: 6216.383789
	Iteration 117Q: 3 clusters Score -3.404738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 268203 members 
Entering Unmasked Estep 
Score: -34047380.000000 Penalty: 6216.383789
	Iteration 118Q: 3 clusters Score -3.404738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 268213 members 
Entering Unmasked Estep 
Score: -34047388.000000 Penalty: 6216.383789
	Iteration 119Q: 3 clusters Score -3.404739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 268221 members 
Entering Unmasked Estep 
Score: -34047388.000000 Penalty: 6216.383789
	Iteration 120F: 3 clusters Score -3.404739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 268232 members 
Entering Unmasked Estep 
Score: -34047384.000000 Penalty: 6216.383789
	Iteration 121Q: 3 clusters Score -3.404738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 268242 members 
Entering Unmasked Estep 
Score: -34047412.000000 Penalty: 6216.383789
	Iteration 122Q: 3 clusters Score -3.404741e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 268252 members 
Entering Unmasked Estep 
Score: -34047420.000000 Penalty: 6216.383789
	Iteration 123Q: 3 clusters Score -3.404742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 268261 members 
Entering Unmasked Estep 
Score: -34047412.000000 Penalty: 6216.383789
	Iteration 124Q: 3 clusters Score -3.404741e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 268272 members 
Entering Unmasked Estep 
Score: -34047420.000000 Penalty: 6216.383789
	Iteration 125Q: 3 clusters Score -3.404742e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 268281 members 
Entering Unmasked Estep 
Score: -34047380.000000 Penalty: 6216.383789
	Iteration 126Q: 3 clusters Score -3.404738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 268283 members 
Entering Unmasked Estep 
Score: -34047380.000000 Penalty: 6216.383789
	Iteration 127Q: 3 clusters Score -3.404738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 268289 members 
Entering Unmasked Estep 
Score: -34047392.000000 Penalty: 6216.383789
	Iteration 128Q: 3 clusters Score -3.404739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 268296 members 
Entering Unmasked Estep 
Score: -34047384.000000 Penalty: 6216.383789
	Iteration 129Q: 3 clusters Score -3.404738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 268303 members 
Entering Unmasked Estep 
Score: -34047404.000000 Penalty: 6216.383789
	Iteration 130Q: 3 clusters Score -3.40474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 268312 members 
Entering Unmasked Estep 
Score: -34047384.000000 Penalty: 6216.383789
	Iteration 131Q: 3 clusters Score -3.404738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 268320 members 
Entering Unmasked Estep 
Score: -34047384.000000 Penalty: 6216.383789
	Iteration 132Q: 3 clusters Score -3.404738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 268328 members 
Entering Unmasked Estep 
Score: -34047392.000000 Penalty: 6216.383789
	Iteration 133Q: 3 clusters Score -3.404739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 268338 members 
Entering Unmasked Estep 
Score: -34047396.000000 Penalty: 6216.383789
	Iteration 134Q: 3 clusters Score -3.40474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 268345 members 
Entering Unmasked Estep 
Score: -34047380.000000 Penalty: 6216.383789
	Iteration 135Q: 3 clusters Score -3.404738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 268355 members 
Entering Unmasked Estep 
Score: -34047384.000000 Penalty: 6216.383789
	Iteration 136Q: 3 clusters Score -3.404738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 268361 members 
Entering Unmasked Estep 
Score: -34047396.000000 Penalty: 6216.383789
	Iteration 137Q: 3 clusters Score -3.40474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 268368 members 
Entering Unmasked Estep 
Score: -34047384.000000 Penalty: 6216.383789
	Iteration 138Q: 3 clusters Score -3.404738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 268374 members 
Entering Unmasked Estep 
Score: -34047396.000000 Penalty: 6216.383789
	Iteration 139Q: 3 clusters Score -3.40474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 268382 members 
Entering Unmasked Estep 
Score: -34047384.000000 Penalty: 6216.383789
	Iteration 140F: 3 clusters Score -3.404738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 268390 members 
Entering Unmasked Estep 
Score: -34047392.000000 Penalty: 6216.383789
	Iteration 141Q: 3 clusters Score -3.404739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 268398 members 
Entering Unmasked Estep 
Score: -34047400.000000 Penalty: 6216.383789
	Iteration 142Q: 3 clusters Score -3.40474e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 268408 members 
Entering Unmasked Estep 
Score: -34047388.000000 Penalty: 6216.383789
	Iteration 143Q: 3 clusters Score -3.404739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 268416 members 
Entering Unmasked Estep 
Score: -34047364.000000 Penalty: 6216.383789
	Iteration 144Q: 3 clusters Score -3.404736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 268424 members 
Entering Unmasked Estep 
Score: -34047376.000000 Penalty: 6216.383789
	Iteration 145Q: 3 clusters Score -3.404738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 268429 members 
Entering Unmasked Estep 
Score: -34047372.000000 Penalty: 6216.383789
	Iteration 146Q: 3 clusters Score -3.404737e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 268437 members 
Entering Unmasked Estep 
Score: -34047360.000000 Penalty: 6216.383789
	Iteration 147Q: 3 clusters Score -3.404736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 268447 members 
Entering Unmasked Estep 
Score: -34047356.000000 Penalty: 6216.383789
	Iteration 148Q: 3 clusters Score -3.404736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 268454 members 
Entering Unmasked Estep 
Score: -34047388.000000 Penalty: 6216.383789
	Iteration 149Q: 3 clusters Score -3.404739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 268460 members 
Entering Unmasked Estep 
Score: -34047368.000000 Penalty: 6216.383789
	Iteration 150Q: 3 clusters Score -3.404737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 268466 members 
Entering Unmasked Estep 
Score: -34047348.000000 Penalty: 6216.383789
	Iteration 151Q: 3 clusters Score -3.404735e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 268476 members 
Entering Unmasked Estep 
Score: -34047352.000000 Penalty: 6216.383789
	Iteration 152Q: 3 clusters Score -3.404735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 268484 members 
Entering Unmasked Estep 
Score: -34047368.000000 Penalty: 6216.383789
	Iteration 153Q: 3 clusters Score -3.404737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 268490 members 
Entering Unmasked Estep 
Score: -34047348.000000 Penalty: 6216.383789
	Iteration 154Q: 3 clusters Score -3.404735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 268493 members 
Entering Unmasked Estep 
Score: -34047348.000000 Penalty: 6216.383789
	Iteration 155Q: 3 clusters Score -3.404735e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 268501 members 
Entering Unmasked Estep 
Score: -34047360.000000 Penalty: 6216.383789
	Iteration 156Q: 3 clusters Score -3.404736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 268510 members 
Entering Unmasked Estep 
Score: -34047336.000000 Penalty: 6216.383789
	Iteration 157Q: 3 clusters Score -3.404734e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 268513 members 
Entering Unmasked Estep 
Score: -34047360.000000 Penalty: 6216.383789
	Iteration 158Q: 3 clusters Score -3.404736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 268517 members 
Entering Unmasked Estep 
Score: -34047348.000000 Penalty: 6216.383789
	Iteration 159Q: 3 clusters Score -3.404735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 268521 members 
Entering Unmasked Estep 
Score: -34047324.000000 Penalty: 6216.383789
	Iteration 160F: 3 clusters Score -3.404732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 268529 members 
Entering Unmasked Estep 
Score: -34047332.000000 Penalty: 6216.383789
	Iteration 161Q: 3 clusters Score -3.404733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 268539 members 
Entering Unmasked Estep 
Score: -34047332.000000 Penalty: 6216.383789
	Iteration 162Q: 3 clusters Score -3.404733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 268539 members 
Entering Unmasked Estep 
Score: -34047332.000000 Penalty: 6216.383789
	Iteration 163F: 3 clusters Score -3.404733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 194057 members 
Mstep: Class 2 contains 102903 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 46132 members 
Mstep: Class 9 contains 226 members 
Mstep: Class 10 contains 30265 members 
Mstep: Class 11 contains 11462 members 
Mstep: Class 12 contains 25160 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 17537 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 8174 members 
Mstep: Class 19 contains 82230 members 
Mstep: Class 20 contains 14187 members 
Mstep: Class 21 contains 8810 members 
Mstep: Class 22 contains 6998 members 
Mstep: Class 23 contains 6870 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 53350 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 5867 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 256501 members 
Mstep: Class 32 contains 9397 members 
Mstep: Class 33 contains 646 members 
Mstep: Class 34 contains 1249 members 
Mstep: Class 35 contains 268539 members 
Entering Unmasked Estep 
Score: -147987200.000000 Penalty: 121824.687500
Splitting cluster 21 changes total score from -147984064.000000 to -147987200.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 22 (6998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Entering Unmasked Estep 
Score: -774852.187500 Penalty: 2195.637939
	Iteration 0F: 2 clusters Score -774852.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -769217.000000 Penalty: 4391.275879
	Iteration 0F: 3 clusters Score -769217 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -771244.625000 Penalty: 4391.275879
	Iteration 1F: 3 clusters Score -771244.6 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -772081.625000 Penalty: 4391.275879
	Iteration 2F: 3 clusters Score -772081.6 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -772992.937500 Penalty: 4391.275879
	Iteration 3F: 3 clusters Score -772992.9 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -773899.500000 Penalty: 4391.275879
	Iteration 4F: 3 clusters Score -773899.5 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -774646.250000 Penalty: 4391.275879
	Iteration 5F: 3 clusters Score -774646.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -775068.437500 Penalty: 4391.275879
	Iteration 6Q: 3 clusters Score -775068.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -775227.687500 Penalty: 4391.275879
	Iteration 7Q: 3 clusters Score -775227.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -775284.687500 Penalty: 4391.275879
	Iteration 8Q: 3 clusters Score -775284.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -775314.375000 Penalty: 4391.275879
	Iteration 9Q: 3 clusters Score -775314.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -775330.687500 Penalty: 4391.275879
	Iteration 10Q: 3 clusters Score -775330.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -775337.062500 Penalty: 4391.275879
	Iteration 11Q: 3 clusters Score -775337.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -775341.375000 Penalty: 4391.275879
	Iteration 12Q: 3 clusters Score -775341.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -775344.375000 Penalty: 4391.275879
	Iteration 13Q: 3 clusters Score -775344.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -775345.687500 Penalty: 4391.275879
	Iteration 14Q: 3 clusters Score -775345.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -775351.125000 Penalty: 4391.275879
	Iteration 15Q: 3 clusters Score -775351.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -775350.937500 Penalty: 4391.275879
	Iteration 16Q: 3 clusters Score -775350.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -775351.687500 Penalty: 4391.275879
	Iteration 17Q: 3 clusters Score -775351.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -775352.062500 Penalty: 4391.275879
	Iteration 18Q: 3 clusters Score -775352.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -775352.062500 Penalty: 4391.275879
	Iteration 19F: 3 clusters Score -775352.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 194057 members 
Mstep: Class 2 contains 102903 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 46132 members 
Mstep: Class 9 contains 226 members 
Mstep: Class 10 contains 30265 members 
Mstep: Class 11 contains 11462 members 
Mstep: Class 12 contains 25160 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 17537 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 8174 members 
Mstep: Class 19 contains 82230 members 
Mstep: Class 20 contains 14187 members 
Mstep: Class 21 contains 8810 members 
Mstep: Class 22 contains 5779 members 
Mstep: Class 23 contains 6870 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 1244 members 
Mstep: Class 26 contains 53350 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 5867 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 256501 members 
Mstep: Class 32 contains 9397 members 
Mstep: Class 33 contains 646 members 
Mstep: Class 34 contains 1249 members 
Mstep: Class 35 contains 268539 members 
Mstep: Class 36 contains 1219 members 
Entering Unmasked Estep 
Score: -147986096.000000 Penalty: 125305.390625
Splitting cluster 22 changes total score from -147984064.000000 to -147986096.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 23 (6870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Entering Unmasked Estep 
Score: -788570.562500 Penalty: 2191.059814
	Iteration 0F: 2 clusters Score -788570.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -782878.500000 Penalty: 4382.119629
	Iteration 0F: 3 clusters Score -782878.5 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -784345.687500 Penalty: 4382.119629
	Iteration 1F: 3 clusters Score -784345.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -784603.500000 Penalty: 4382.119629
	Iteration 2F: 3 clusters Score -784603.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -784803.875000 Penalty: 4382.119629
	Iteration 3F: 3 clusters Score -784803.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -784989.625000 Penalty: 4382.119629
	Iteration 4Q: 3 clusters Score -784989.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -785216.937500 Penalty: 4382.119629
	Iteration 5Q: 3 clusters Score -785216.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -785522.625000 Penalty: 4382.119629
	Iteration 6Q: 3 clusters Score -785522.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -785909.250000 Penalty: 4382.119629
	Iteration 7F: 3 clusters Score -785909.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -786394.562500 Penalty: 4382.119629
	Iteration 8F: 3 clusters Score -786394.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -786831.375000 Penalty: 4382.119629
	Iteration 9F: 3 clusters Score -786831.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -787129.750000 Penalty: 4382.119629
	Iteration 10Q: 3 clusters Score -787129.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -787350.687500 Penalty: 4382.119629
	Iteration 11Q: 3 clusters Score -787350.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -787519.750000 Penalty: 4382.119629
	Iteration 12Q: 3 clusters Score -787519.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -787634.625000 Penalty: 4382.119629
	Iteration 13Q: 3 clusters Score -787634.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -787722.312500 Penalty: 4382.119629
	Iteration 14Q: 3 clusters Score -787722.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -787757.750000 Penalty: 4382.119629
	Iteration 15Q: 3 clusters Score -787757.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -787774.125000 Penalty: 4382.119629
	Iteration 16Q: 3 clusters Score -787774.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -787783.187500 Penalty: 4382.119629
	Iteration 17Q: 3 clusters Score -787783.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -787791.812500 Penalty: 4382.119629
	Iteration 18Q: 3 clusters Score -787791.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -787800.187500 Penalty: 4382.119629
	Iteration 19Q: 3 clusters Score -787800.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -787803.062500 Penalty: 4382.119629
	Iteration 20F: 3 clusters Score -787803.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -787805.375000 Penalty: 4382.119629
	Iteration 21Q: 3 clusters Score -787805.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -787807.375000 Penalty: 4382.119629
	Iteration 22Q: 3 clusters Score -787807.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -787809.187500 Penalty: 4382.119629
	Iteration 23Q: 3 clusters Score -787809.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -787809.187500 Penalty: 4382.119629
	Iteration 24F: 3 clusters Score -787809.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Entering Unmasked Estep 
Score: -559688.187500 Penalty: 2101.052734
	Iteration 0F: 2 clusters Score -559688.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -555286.125000 Penalty: 4202.105469
	Iteration 0F: 3 clusters Score -555286.1 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -556299.750000 Penalty: 4202.105469
	Iteration 1F: 3 clusters Score -556299.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -556513.187500 Penalty: 4202.105469
	Iteration 2F: 3 clusters Score -556513.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -556723.687500 Penalty: 4202.105469
	Iteration 3F: 3 clusters Score -556723.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -556934.750000 Penalty: 4202.105469
	Iteration 4F: 3 clusters Score -556934.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -557132.750000 Penalty: 4202.105469
	Iteration 5F: 3 clusters Score -557132.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -557300.562500 Penalty: 4202.105469
	Iteration 6Q: 3 clusters Score -557300.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -557470.125000 Penalty: 4202.105469
	Iteration 7Q: 3 clusters Score -557470.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -557611.937500 Penalty: 4202.105469
	Iteration 8Q: 3 clusters Score -557611.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -557759.562500 Penalty: 4202.105469
	Iteration 9Q: 3 clusters Score -557759.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -557931.625000 Penalty: 4202.105469
	Iteration 10Q: 3 clusters Score -557931.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -558115.187500 Penalty: 4202.105469
	Iteration 11Q: 3 clusters Score -558115.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -558270.875000 Penalty: 4202.105469
	Iteration 12Q: 3 clusters Score -558270.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -558411.125000 Penalty: 4202.105469
	Iteration 13Q: 3 clusters Score -558411.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -558490.875000 Penalty: 4202.105469
	Iteration 14Q: 3 clusters Score -558490.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -558552.000000 Penalty: 4202.105469
	Iteration 15Q: 3 clusters Score -558552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -558588.687500 Penalty: 4202.105469
	Iteration 16Q: 3 clusters Score -558588.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -558611.375000 Penalty: 4202.105469
	Iteration 17Q: 3 clusters Score -558611.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -558631.687500 Penalty: 4202.105469
	Iteration 18Q: 3 clusters Score -558631.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -558642.125000 Penalty: 4202.105469
	Iteration 19Q: 3 clusters Score -558642.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -558652.125000 Penalty: 4202.105469
	Iteration 20F: 3 clusters Score -558652.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -558660.750000 Penalty: 4202.105469
	Iteration 21Q: 3 clusters Score -558660.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -558665.375000 Penalty: 4202.105469
	Iteration 22Q: 3 clusters Score -558665.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -558668.812500 Penalty: 4202.105469
	Iteration 23Q: 3 clusters Score -558668.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -558670.812500 Penalty: 4202.105469
	Iteration 24Q: 3 clusters Score -558670.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -558672.687500 Penalty: 4202.105469
	Iteration 25Q: 3 clusters Score -558672.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -558673.312500 Penalty: 4202.105469
	Iteration 26Q: 3 clusters Score -558673.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -558673.312500 Penalty: 4202.105469
	Iteration 27F: 3 clusters Score -558673.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -117783.671875 Penalty: 1767.269653
	Iteration 0F: 2 clusters Score -117783.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -115913.593750 Penalty: 3534.539307
	Iteration 0F: 3 clusters Score -115913.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -118015.007812 Penalty: 3534.539307
	Iteration 1F: 3 clusters Score -118015 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -119704.500000 Penalty: 3534.539307
	Iteration 2F: 3 clusters Score -119704.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -121132.968750 Penalty: 3534.539307
	Iteration 3F: 3 clusters Score -121133 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -121748.671875 Penalty: 3534.539307
	Iteration 4Q: 3 clusters Score -121748.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -121782.664062 Penalty: 3534.539307
	Iteration 5Q: 3 clusters Score -121782.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -121783.671875 Penalty: 3534.539307
	Iteration 6Q: 3 clusters Score -121783.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -121784.781250 Penalty: 3534.539307
	Iteration 7Q: 3 clusters Score -121784.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -121784.781250 Penalty: 3534.539307
	Iteration 8F: 3 clusters Score -121784.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 194057 members 
Mstep: Class 2 contains 102903 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 46132 members 
Mstep: Class 9 contains 226 members 
Mstep: Class 10 contains 30265 members 
Mstep: Class 11 contains 11462 members 
Mstep: Class 12 contains 25160 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 17537 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 8174 members 
Mstep: Class 19 contains 82230 members 
Mstep: Class 20 contains 14187 members 
Mstep: Class 21 contains 8810 members 
Mstep: Class 22 contains 5779 members 
Mstep: Class 23 contains 6870 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 53350 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 5867 members 
Mstep: Class 30 contains 714 members 
Mstep: Class 31 contains 256501 members 
Mstep: Class 32 contains 9397 members 
Mstep: Class 33 contains 646 members 
Mstep: Class 34 contains 1249 members 
Mstep: Class 35 contains 268539 members 
Mstep: Class 36 contains 1219 members 
Mstep: Class 37 contains 896 members 
Entering Unmasked Estep 
Score: -147988128.000000 Penalty: 128786.093750
Splitting cluster 25 changes total score from -147984064.000000 to -147988128.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 26 (53350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Entering Unmasked Estep 
Score: -6547985.000000 Penalty: 2699.387939
	Iteration 0F: 2 clusters Score -6547985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -6511946.000000 Penalty: 5398.775879
	Iteration 0F: 3 clusters Score -6511946 nChanged 24837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -6525741.500000 Penalty: 5398.775879
	Iteration 1F: 3 clusters Score -6525742 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -6526228.500000 Penalty: 5398.775879
	Iteration 2Q: 3 clusters Score -6526228 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -6526611.000000 Penalty: 5398.775879
	Iteration 3Q: 3 clusters Score -6526611 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -6527050.000000 Penalty: 5398.775879
	Iteration 4Q: 3 clusters Score -6527050 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -6527421.000000 Penalty: 5398.775879
	Iteration 5Q: 3 clusters Score -6527421 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -6527963.500000 Penalty: 5398.775879
	Iteration 6Q: 3 clusters Score -6527964 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -6528732.500000 Penalty: 5398.775879
	Iteration 7Q: 3 clusters Score -6528732 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -6529888.000000 Penalty: 5398.775879
	Iteration 8Q: 3 clusters Score -6529888 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -6531719.500000 Penalty: 5398.775879
	Iteration 9F: 3 clusters Score -6531720 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -6534180.000000 Penalty: 5398.775879
	Iteration 10F: 3 clusters Score -6534180 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -6537105.500000 Penalty: 5398.775879
	Iteration 11F: 3 clusters Score -6537106 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -6539876.500000 Penalty: 5398.775879
	Iteration 12F: 3 clusters Score -6539876 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -6541765.000000 Penalty: 5398.775879
	Iteration 13Q: 3 clusters Score -6541765 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -6542863.000000 Penalty: 5398.775879
	Iteration 14Q: 3 clusters Score -6542863 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -6543429.000000 Penalty: 5398.775879
	Iteration 15Q: 3 clusters Score -6543429 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -6543863.000000 Penalty: 5398.775879
	Iteration 16Q: 3 clusters Score -6543863 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -6544233.500000 Penalty: 5398.775879
	Iteration 17Q: 3 clusters Score -6544234 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -6544462.000000 Penalty: 5398.775879
	Iteration 18Q: 3 clusters Score -6544462 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -6544679.000000 Penalty: 5398.775879
	Iteration 19Q: 3 clusters Score -6544679 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -6544843.500000 Penalty: 5398.775879
	Iteration 20F: 3 clusters Score -6544844 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -6544962.500000 Penalty: 5398.775879
	Iteration 21Q: 3 clusters Score -6544962 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -6545097.500000 Penalty: 5398.775879
	Iteration 22Q: 3 clusters Score -6545098 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -6545132.500000 Penalty: 5398.775879
	Iteration 23Q: 3 clusters Score -6545132 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -6545193.000000 Penalty: 5398.775879
	Iteration 24Q: 3 clusters Score -6545193 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -6545232.000000 Penalty: 5398.775879
	Iteration 25Q: 3 clusters Score -6545232 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -6545251.000000 Penalty: 5398.775879
	Iteration 26Q: 3 clusters Score -6545251 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -6545280.000000 Penalty: 5398.775879
	Iteration 27Q: 3 clusters Score -6545280 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -6545317.000000 Penalty: 5398.775879
	Iteration 28Q: 3 clusters Score -6545317 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -6545333.000000 Penalty: 5398.775879
	Iteration 29Q: 3 clusters Score -6545333 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -6545359.000000 Penalty: 5398.775879
	Iteration 30Q: 3 clusters Score -6545359 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -6545385.000000 Penalty: 5398.775879
	Iteration 31Q: 3 clusters Score -6545385 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -6545394.500000 Penalty: 5398.775879
	Iteration 32Q: 3 clusters Score -6545394 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -6545404.000000 Penalty: 5398.775879
	Iteration 33Q: 3 clusters Score -6545404 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -6545418.500000 Penalty: 5398.775879
	Iteration 34Q: 3 clusters Score -6545418 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -6545431.500000 Penalty: 5398.775879
	Iteration 35Q: 3 clusters Score -6545432 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -6545442.000000 Penalty: 5398.775879
	Iteration 36Q: 3 clusters Score -6545442 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -6545456.000000 Penalty: 5398.775879
	Iteration 37Q: 3 clusters Score -6545456 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -6545467.000000 Penalty: 5398.775879
	Iteration 38Q: 3 clusters Score -6545467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -6545471.500000 Penalty: 5398.775879
	Iteration 39Q: 3 clusters Score -6545472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -6545485.000000 Penalty: 5398.775879
	Iteration 40F: 3 clusters Score -6545485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -6545502.500000 Penalty: 5398.775879
	Iteration 41Q: 3 clusters Score -6545502 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -6545523.000000 Penalty: 5398.775879
	Iteration 42Q: 3 clusters Score -6545523 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -6545525.500000 Penalty: 5398.775879
	Iteration 43Q: 3 clusters Score -6545526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 49777 members 
Entering Unmasked Estep 
Score: -6545545.500000 Penalty: 5398.775879
	Iteration 44Q: 3 clusters Score -6545546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -6545551.000000 Penalty: 5398.775879
	Iteration 45Q: 3 clusters Score -6545551 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -6545566.000000 Penalty: 5398.775879
	Iteration 46Q: 3 clusters Score -6545566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -6545566.000000 Penalty: 5398.775879
	Iteration 47Q: 3 clusters Score -6545566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -6545565.500000 Penalty: 5398.775879
	Iteration 48Q: 3 clusters Score -6545566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 50003 members 
Entering Unmasked Estep 
Score: -6545574.500000 Penalty: 5398.775879
	Iteration 49Q: 3 clusters Score -6545574 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -6545582.000000 Penalty: 5398.775879
	Iteration 50Q: 3 clusters Score -6545582 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -6545584.500000 Penalty: 5398.775879
	Iteration 51Q: 3 clusters Score -6545584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -6545591.000000 Penalty: 5398.775879
	Iteration 52Q: 3 clusters Score -6545591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -6545605.000000 Penalty: 5398.775879
	Iteration 53Q: 3 clusters Score -6545605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -6545593.500000 Penalty: 5398.775879
	Iteration 54Q: 3 clusters Score -6545594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -6545607.000000 Penalty: 5398.775879
	Iteration 55Q: 3 clusters Score -6545607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -6545607.500000 Penalty: 5398.775879
	Iteration 56Q: 3 clusters Score -6545608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -6545625.000000 Penalty: 5398.775879
	Iteration 57Q: 3 clusters Score -6545625 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -6545624.000000 Penalty: 5398.775879
	Iteration 58Q: 3 clusters Score -6545624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -6545637.000000 Penalty: 5398.775879
	Iteration 59Q: 3 clusters Score -6545637 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -6545644.000000 Penalty: 5398.775879
	Iteration 60F: 3 clusters Score -6545644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -6545652.500000 Penalty: 5398.775879
	Iteration 61Q: 3 clusters Score -6545652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -6545668.000000 Penalty: 5398.775879
	Iteration 62Q: 3 clusters Score -6545668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -6545667.500000 Penalty: 5398.775879
	Iteration 63Q: 3 clusters Score -6545668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -6545656.000000 Penalty: 5398.775879
	Iteration 64Q: 3 clusters Score -6545656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -6545655.500000 Penalty: 5398.775879
	Iteration 65Q: 3 clusters Score -6545656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -6545660.000000 Penalty: 5398.775879
	Iteration 66Q: 3 clusters Score -6545660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -6545664.500000 Penalty: 5398.775879
	Iteration 67Q: 3 clusters Score -6545664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -6545669.000000 Penalty: 5398.775879
	Iteration 68Q: 3 clusters Score -6545669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -6545668.000000 Penalty: 5398.775879
	Iteration 69Q: 3 clusters Score -6545668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -6545664.000000 Penalty: 5398.775879
	Iteration 70Q: 3 clusters Score -6545664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -6545661.000000 Penalty: 5398.775879
	Iteration 71Q: 3 clusters Score -6545661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -6545669.500000 Penalty: 5398.775879
	Iteration 72Q: 3 clusters Score -6545670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -6545662.500000 Penalty: 5398.775879
	Iteration 73Q: 3 clusters Score -6545662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -6545657.500000 Penalty: 5398.775879
	Iteration 74Q: 3 clusters Score -6545658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -6545664.500000 Penalty: 5398.775879
	Iteration 75Q: 3 clusters Score -6545664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
Score: -6545660.000000 Penalty: 5398.775879
	Iteration 76Q: 3 clusters Score -6545660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -6545666.500000 Penalty: 5398.775879
	Iteration 77Q: 3 clusters Score -6545666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -6545678.000000 Penalty: 5398.775879
	Iteration 78Q: 3 clusters Score -6545678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 50640 members 
Entering Unmasked Estep 
Score: -6545690.000000 Penalty: 5398.775879
	Iteration 79Q: 3 clusters Score -6545690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -6545695.000000 Penalty: 5398.775879
	Iteration 80F: 3 clusters Score -6545695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -6545707.500000 Penalty: 5398.775879
	Iteration 81Q: 3 clusters Score -6545708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -6545707.500000 Penalty: 5398.775879
	Iteration 82Q: 3 clusters Score -6545708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 50674 members 
Entering Unmasked Estep 
Score: -6545704.000000 Penalty: 5398.775879
	Iteration 83Q: 3 clusters Score -6545704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -6545690.000000 Penalty: 5398.775879
	Iteration 84Q: 3 clusters Score -6545690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -6545697.000000 Penalty: 5398.775879
	Iteration 85Q: 3 clusters Score -6545697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -6545697.000000 Penalty: 5398.775879
	Iteration 86F: 3 clusters Score -6545697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -242751.125000 Penalty: 1891.993042
	Iteration 0F: 2 clusters Score -242751.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -240090.687500 Penalty: 3783.986084
	Iteration 0F: 3 clusters Score -240090.7 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -240562.921875 Penalty: 3783.986084
	Iteration 1F: 3 clusters Score -240562.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -240679.578125 Penalty: 3783.986084
	Iteration 2F: 3 clusters Score -240679.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -240752.656250 Penalty: 3783.986084
	Iteration 3Q: 3 clusters Score -240752.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -240817.968750 Penalty: 3783.986084
	Iteration 4Q: 3 clusters Score -240818 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -240865.171875 Penalty: 3783.986084
	Iteration 5Q: 3 clusters Score -240865.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -240884.062500 Penalty: 3783.986084
	Iteration 6Q: 3 clusters Score -240884.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -240893.609375 Penalty: 3783.986084
	Iteration 7Q: 3 clusters Score -240893.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -240902.468750 Penalty: 3783.986084
	Iteration 8Q: 3 clusters Score -240902.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -240913.703125 Penalty: 3783.986084
	Iteration 9Q: 3 clusters Score -240913.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -240932.546875 Penalty: 3783.986084
	Iteration 10Q: 3 clusters Score -240932.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -240959.781250 Penalty: 3783.986084
	Iteration 11Q: 3 clusters Score -240959.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -240992.812500 Penalty: 3783.986084
	Iteration 12Q: 3 clusters Score -240992.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -241040.593750 Penalty: 3783.986084
	Iteration 13Q: 3 clusters Score -241040.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -241071.187500 Penalty: 3783.986084
	Iteration 14Q: 3 clusters Score -241071.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -241099.421875 Penalty: 3783.986084
	Iteration 15Q: 3 clusters Score -241099.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -241110.046875 Penalty: 3783.986084
	Iteration 16Q: 3 clusters Score -241110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -241113.828125 Penalty: 3783.986084
	Iteration 17Q: 3 clusters Score -241113.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -241117.031250 Penalty: 3783.986084
	Iteration 18Q: 3 clusters Score -241117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -241123.062500 Penalty: 3783.986084
	Iteration 19Q: 3 clusters Score -241123.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -241129.968750 Penalty: 3783.986084
	Iteration 20F: 3 clusters Score -241130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -241135.296875 Penalty: 3783.986084
	Iteration 21Q: 3 clusters Score -241135.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -241140.484375 Penalty: 3783.986084
	Iteration 22Q: 3 clusters Score -241140.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -241144.234375 Penalty: 3783.986084
	Iteration 23Q: 3 clusters Score -241144.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -241149.781250 Penalty: 3783.986084
	Iteration 24Q: 3 clusters Score -241149.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -241150.812500 Penalty: 3783.986084
	Iteration 25Q: 3 clusters Score -241150.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -241152.890625 Penalty: 3783.986084
	Iteration 26Q: 3 clusters Score -241152.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -241154.796875 Penalty: 3783.986084
	Iteration 27Q: 3 clusters Score -241154.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -241156.250000 Penalty: 3783.986084
	Iteration 28Q: 3 clusters Score -241156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -241157.234375 Penalty: 3783.986084
	Iteration 29Q: 3 clusters Score -241157.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -241158.171875 Penalty: 3783.986084
	Iteration 30Q: 3 clusters Score -241158.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -241158.171875 Penalty: 3783.986084
	Iteration 31F: 3 clusters Score -241158.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Entering Unmasked Estep 
Score: -367813.000000 Penalty: 1998.229736
	Iteration 0F: 2 clusters Score -367813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -364424.656250 Penalty: 3996.459473
	Iteration 0F: 3 clusters Score -364424.7 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -365151.562500 Penalty: 3996.459473
	Iteration 1F: 3 clusters Score -365151.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -365381.125000 Penalty: 3996.459473
	Iteration 2F: 3 clusters Score -365381.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -365551.437500 Penalty: 3996.459473
	Iteration 3F: 3 clusters Score -365551.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -365683.781250 Penalty: 3996.459473
	Iteration 4Q: 3 clusters Score -365683.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -365820.062500 Penalty: 3996.459473
	Iteration 5Q: 3 clusters Score -365820.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -365969.093750 Penalty: 3996.459473
	Iteration 6Q: 3 clusters Score -365969.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -366103.000000 Penalty: 3996.459473
	Iteration 7Q: 3 clusters Score -366103 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -366221.500000 Penalty: 3996.459473
	Iteration 8Q: 3 clusters Score -366221.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -366308.250000 Penalty: 3996.459473
	Iteration 9Q: 3 clusters Score -366308.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -366370.250000 Penalty: 3996.459473
	Iteration 10Q: 3 clusters Score -366370.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -366410.250000 Penalty: 3996.459473
	Iteration 11Q: 3 clusters Score -366410.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -366438.218750 Penalty: 3996.459473
	Iteration 12Q: 3 clusters Score -366438.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -366458.031250 Penalty: 3996.459473
	Iteration 13Q: 3 clusters Score -366458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -366476.156250 Penalty: 3996.459473
	Iteration 14Q: 3 clusters Score -366476.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -366496.156250 Penalty: 3996.459473
	Iteration 15Q: 3 clusters Score -366496.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -366513.687500 Penalty: 3996.459473
	Iteration 16Q: 3 clusters Score -366513.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -366534.218750 Penalty: 3996.459473
	Iteration 17Q: 3 clusters Score -366534.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -366545.000000 Penalty: 3996.459473
	Iteration 18Q: 3 clusters Score -366545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -366550.593750 Penalty: 3996.459473
	Iteration 19Q: 3 clusters Score -366550.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -366555.406250 Penalty: 3996.459473
	Iteration 20F: 3 clusters Score -366555.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -366559.562500 Penalty: 3996.459473
	Iteration 21Q: 3 clusters Score -366559.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -366563.031250 Penalty: 3996.459473
	Iteration 22Q: 3 clusters Score -366563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -366566.250000 Penalty: 3996.459473
	Iteration 23Q: 3 clusters Score -366566.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -366568.031250 Penalty: 3996.459473
	Iteration 24Q: 3 clusters Score -366568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -366569.937500 Penalty: 3996.459473
	Iteration 25Q: 3 clusters Score -366569.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -366569.937500 Penalty: 3996.459473
	Iteration 26F: 3 clusters Score -366569.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Entering Unmasked Estep 
Score: -697942.937500 Penalty: 2151.920410
	Iteration 0F: 2 clusters Score -697942.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -692873.875000 Penalty: 4303.840820
	Iteration 0F: 3 clusters Score -692873.9 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -694177.375000 Penalty: 4303.840820
	Iteration 1F: 3 clusters Score -694177.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -694437.000000 Penalty: 4303.840820
	Iteration 2F: 3 clusters Score -694437 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -694627.312500 Penalty: 4303.840820
	Iteration 3F: 3 clusters Score -694627.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -694778.437500 Penalty: 4303.840820
	Iteration 4Q: 3 clusters Score -694778.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -694922.875000 Penalty: 4303.840820
	Iteration 5Q: 3 clusters Score -694922.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -695063.750000 Penalty: 4303.840820
	Iteration 6Q: 3 clusters Score -695063.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -695198.250000 Penalty: 4303.840820
	Iteration 7Q: 3 clusters Score -695198.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -695343.625000 Penalty: 4303.840820
	Iteration 8Q: 3 clusters Score -695343.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -695499.187500 Penalty: 4303.840820
	Iteration 9Q: 3 clusters Score -695499.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -695654.312500 Penalty: 4303.840820
	Iteration 10Q: 3 clusters Score -695654.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -695793.562500 Penalty: 4303.840820
	Iteration 11Q: 3 clusters Score -695793.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -695925.625000 Penalty: 4303.840820
	Iteration 12Q: 3 clusters Score -695925.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -696047.625000 Penalty: 4303.840820
	Iteration 13Q: 3 clusters Score -696047.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -696162.875000 Penalty: 4303.840820
	Iteration 14Q: 3 clusters Score -696162.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -696232.250000 Penalty: 4303.840820
	Iteration 15Q: 3 clusters Score -696232.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -696278.125000 Penalty: 4303.840820
	Iteration 16Q: 3 clusters Score -696278.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -696320.125000 Penalty: 4303.840820
	Iteration 17Q: 3 clusters Score -696320.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -696360.312500 Penalty: 4303.840820
	Iteration 18Q: 3 clusters Score -696360.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -696385.812500 Penalty: 4303.840820
	Iteration 19Q: 3 clusters Score -696385.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -696402.625000 Penalty: 4303.840820
	Iteration 20F: 3 clusters Score -696402.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -696417.375000 Penalty: 4303.840820
	Iteration 21Q: 3 clusters Score -696417.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -696431.562500 Penalty: 4303.840820
	Iteration 22Q: 3 clusters Score -696431.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -696449.250000 Penalty: 4303.840820
	Iteration 23Q: 3 clusters Score -696449.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -696463.250000 Penalty: 4303.840820
	Iteration 24Q: 3 clusters Score -696463.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -696470.187500 Penalty: 4303.840820
	Iteration 25Q: 3 clusters Score -696470.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -696480.812500 Penalty: 4303.840820
	Iteration 26Q: 3 clusters Score -696480.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -696483.937500 Penalty: 4303.840820
	Iteration 27Q: 3 clusters Score -696483.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -696490.187500 Penalty: 4303.840820
	Iteration 28Q: 3 clusters Score -696490.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -696495.625000 Penalty: 4303.840820
	Iteration 29Q: 3 clusters Score -696495.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -696497.750000 Penalty: 4303.840820
	Iteration 30Q: 3 clusters Score -696497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -696500.375000 Penalty: 4303.840820
	Iteration 31Q: 3 clusters Score -696500.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -696501.187500 Penalty: 4303.840820
	Iteration 32Q: 3 clusters Score -696501.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -696501.375000 Penalty: 4303.840820
	Iteration 33Q: 3 clusters Score -696501.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -696499.875000 Penalty: 4303.840820
	Iteration 34Q: 3 clusters Score -696499.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -696501.500000 Penalty: 4303.840820
	Iteration 35Q: 3 clusters Score -696501.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -696501.312500 Penalty: 4303.840820
	Iteration 36Q: 3 clusters Score -696501.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -696501.312500 Penalty: 4303.840820
	Iteration 37F: 3 clusters Score -696501.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -72296.312500 Penalty: 1629.578979
	Iteration 0F: 2 clusters Score -72296.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -70668.296875 Penalty: 3259.157959
	Iteration 0F: 3 clusters Score -70668.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -71241.328125 Penalty: 3259.157959
	Iteration 1F: 3 clusters Score -71241.33 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71859.867188 Penalty: 3259.157959
	Iteration 2F: 3 clusters Score -71859.87 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -72502.234375 Penalty: 3259.157959
	Iteration 3F: 3 clusters Score -72502.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -73031.484375 Penalty: 3259.157959
	Iteration 4F: 3 clusters Score -73031.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -73166.914062 Penalty: 3259.157959
	Iteration 5Q: 3 clusters Score -73166.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -73233.695312 Penalty: 3259.157959
	Iteration 6Q: 3 clusters Score -73233.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -73266.976562 Penalty: 3259.157959
	Iteration 7Q: 3 clusters Score -73266.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -73276.320312 Penalty: 3259.157959
	Iteration 8Q: 3 clusters Score -73276.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -73276.320312 Penalty: 3259.157959
	Iteration 9F: 3 clusters Score -73276.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 194057 members 
Mstep: Class 2 contains 102903 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 46132 members 
Mstep: Class 9 contains 226 members 
Mstep: Class 10 contains 30265 members 
Mstep: Class 11 contains 11462 members 
Mstep: Class 12 contains 25160 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 17537 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 8174 members 
Mstep: Class 19 contains 82230 members 
Mstep: Class 20 contains 14187 members 
Mstep: Class 21 contains 8810 members 
Mstep: Class 22 contains 5779 members 
Mstep: Class 23 contains 6870 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 53350 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 5867 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 256501 members 
Mstep: Class 32 contains 9397 members 
Mstep: Class 33 contains 646 members 
Mstep: Class 34 contains 1249 members 
Mstep: Class 35 contains 268539 members 
Mstep: Class 36 contains 1219 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 174 members 
Entering Unmasked Estep 
Score: -147987360.000000 Penalty: 132266.796875
Splitting cluster 30 changes total score from -147984064.000000 to -147987360.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 31 (256501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256501 members 
Entering Unmasked Estep 
Score: -31443914.000000 Penalty: 3088.812012
	Iteration 0F: 2 clusters Score -3.144391e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128323 members 
Mstep: Class 2 contains 128178 members 
Entering Unmasked Estep 
Score: -31284496.000000 Penalty: 6177.624023
	Iteration 0F: 3 clusters Score -3.12845e+07 nChanged 123915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128786 members 
Mstep: Class 2 contains 127715 members 
Entering Unmasked Estep 
Score: -31357620.000000 Penalty: 6177.624023
	Iteration 1F: 3 clusters Score -3.135762e+07 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129506 members 
Mstep: Class 2 contains 126995 members 
Entering Unmasked Estep 
Score: -31358986.000000 Penalty: 6177.624023
	Iteration 2Q: 3 clusters Score -3.135899e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130539 members 
Mstep: Class 2 contains 125962 members 
Entering Unmasked Estep 
Score: -31360502.000000 Penalty: 6177.624023
	Iteration 3Q: 3 clusters Score -3.13605e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132201 members 
Mstep: Class 2 contains 124300 members 
Entering Unmasked Estep 
Score: -31362982.000000 Penalty: 6177.624023
	Iteration 4Q: 3 clusters Score -3.136298e+07 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135097 members 
Mstep: Class 2 contains 121404 members 
Entering Unmasked Estep 
Score: -31366098.000000 Penalty: 6177.624023
	Iteration 5Q: 3 clusters Score -3.13661e+07 nChanged 11793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140092 members 
Mstep: Class 2 contains 116409 members 
Entering Unmasked Estep 
Score: -31371666.000000 Penalty: 6177.624023
	Iteration 6Q: 3 clusters Score -3.137167e+07 nChanged 14802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147724 members 
Mstep: Class 2 contains 108777 members 
Entering Unmasked Estep 
Score: -31380712.000000 Penalty: 6177.624023
	Iteration 7F: 3 clusters Score -3.138071e+07 nChanged 17807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157889 members 
Mstep: Class 2 contains 98612 members 
Entering Unmasked Estep 
Score: -31394180.000000 Penalty: 6177.624023
	Iteration 8F: 3 clusters Score -3.139418e+07 nChanged 18986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168723 members 
Mstep: Class 2 contains 87778 members 
Entering Unmasked Estep 
Score: -31410036.000000 Penalty: 6177.624023
	Iteration 9F: 3 clusters Score -3.141004e+07 nChanged 16787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177344 members 
Mstep: Class 2 contains 79157 members 
Entering Unmasked Estep 
Score: -31422880.000000 Penalty: 6177.624023
	Iteration 10F: 3 clusters Score -3.142288e+07 nChanged 12320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183440 members 
Mstep: Class 2 contains 73061 members 
Entering Unmasked Estep 
Score: -31429568.000000 Penalty: 6177.624023
	Iteration 11Q: 3 clusters Score -3.142957e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188224 members 
Mstep: Class 2 contains 68277 members 
Entering Unmasked Estep 
Score: -31432894.000000 Penalty: 6177.624023
	Iteration 12Q: 3 clusters Score -3.143289e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192501 members 
Mstep: Class 2 contains 64000 members 
Entering Unmasked Estep 
Score: -31435026.000000 Penalty: 6177.624023
	Iteration 13Q: 3 clusters Score -3.143503e+07 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196551 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -31436768.000000 Penalty: 6177.624023
	Iteration 14Q: 3 clusters Score -3.143677e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200406 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -31438464.000000 Penalty: 6177.624023
	Iteration 15Q: 3 clusters Score -3.143846e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204001 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -31439990.000000 Penalty: 6177.624023
	Iteration 16Q: 3 clusters Score -3.143999e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207457 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -31441172.000000 Penalty: 6177.624023
	Iteration 17Q: 3 clusters Score -3.144117e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210754 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -31442144.000000 Penalty: 6177.624023
	Iteration 18Q: 3 clusters Score -3.144214e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213861 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -31442934.000000 Penalty: 6177.624023
	Iteration 19Q: 3 clusters Score -3.144293e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216714 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -31443666.000000 Penalty: 6177.624023
	Iteration 20F: 3 clusters Score -3.144367e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219308 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -31444058.000000 Penalty: 6177.624023
	Iteration 21Q: 3 clusters Score -3.144406e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221716 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -31444434.000000 Penalty: 6177.624023
	Iteration 22Q: 3 clusters Score -3.144443e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223976 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -31444614.000000 Penalty: 6177.624023
	Iteration 23Q: 3 clusters Score -3.144461e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226126 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -31444786.000000 Penalty: 6177.624023
	Iteration 24Q: 3 clusters Score -3.144479e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228063 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -31445132.000000 Penalty: 6177.624023
	Iteration 25Q: 3 clusters Score -3.144513e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229845 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -31445198.000000 Penalty: 6177.624023
	Iteration 26Q: 3 clusters Score -3.14452e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231538 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -31445284.000000 Penalty: 6177.624023
	Iteration 27Q: 3 clusters Score -3.144528e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233107 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -31445338.000000 Penalty: 6177.624023
	Iteration 28Q: 3 clusters Score -3.144534e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234547 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -31445450.000000 Penalty: 6177.624023
	Iteration 29Q: 3 clusters Score -3.144545e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235835 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -31445524.000000 Penalty: 6177.624023
	Iteration 30Q: 3 clusters Score -3.144552e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237015 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -31445392.000000 Penalty: 6177.624023
	Iteration 31Q: 3 clusters Score -3.144539e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238118 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -31445356.000000 Penalty: 6177.624023
	Iteration 32Q: 3 clusters Score -3.144536e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239083 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -31445340.000000 Penalty: 6177.624023
	Iteration 33Q: 3 clusters Score -3.144534e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239978 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -31445286.000000 Penalty: 6177.624023
	Iteration 34Q: 3 clusters Score -3.144529e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240805 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -31445170.000000 Penalty: 6177.624023
	Iteration 35Q: 3 clusters Score -3.144517e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241537 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -31445188.000000 Penalty: 6177.624023
	Iteration 36Q: 3 clusters Score -3.144519e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242242 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -31445154.000000 Penalty: 6177.624023
	Iteration 37Q: 3 clusters Score -3.144515e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242869 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -31445140.000000 Penalty: 6177.624023
	Iteration 38Q: 3 clusters Score -3.144514e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243458 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -31445074.000000 Penalty: 6177.624023
	Iteration 39Q: 3 clusters Score -3.144507e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244004 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -31445000.000000 Penalty: 6177.624023
	Iteration 40F: 3 clusters Score -3.1445e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244511 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -31444936.000000 Penalty: 6177.624023
	Iteration 41Q: 3 clusters Score -3.144494e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244982 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -31444788.000000 Penalty: 6177.624023
	Iteration 42Q: 3 clusters Score -3.144479e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245420 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -31444704.000000 Penalty: 6177.624023
	Iteration 43Q: 3 clusters Score -3.14447e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245804 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -31444742.000000 Penalty: 6177.624023
	Iteration 44Q: 3 clusters Score -3.144474e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246161 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -31444790.000000 Penalty: 6177.624023
	Iteration 45Q: 3 clusters Score -3.144479e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246452 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -31444768.000000 Penalty: 6177.624023
	Iteration 46Q: 3 clusters Score -3.144477e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246742 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -31444764.000000 Penalty: 6177.624023
	Iteration 47Q: 3 clusters Score -3.144476e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246991 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -31444838.000000 Penalty: 6177.624023
	Iteration 48Q: 3 clusters Score -3.144484e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247207 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -31444882.000000 Penalty: 6177.624023
	Iteration 49Q: 3 clusters Score -3.144488e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247415 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -31444860.000000 Penalty: 6177.624023
	Iteration 50Q: 3 clusters Score -3.144486e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247582 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -31444794.000000 Penalty: 6177.624023
	Iteration 51Q: 3 clusters Score -3.144479e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247745 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -31444750.000000 Penalty: 6177.624023
	Iteration 52Q: 3 clusters Score -3.144475e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247891 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -31444644.000000 Penalty: 6177.624023
	Iteration 53Q: 3 clusters Score -3.144464e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248018 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -31444630.000000 Penalty: 6177.624023
	Iteration 54Q: 3 clusters Score -3.144463e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248161 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -31444646.000000 Penalty: 6177.624023
	Iteration 55Q: 3 clusters Score -3.144465e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248278 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -31444582.000000 Penalty: 6177.624023
	Iteration 56Q: 3 clusters Score -3.144458e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248377 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -31444576.000000 Penalty: 6177.624023
	Iteration 57Q: 3 clusters Score -3.144458e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248474 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -31444550.000000 Penalty: 6177.624023
	Iteration 58Q: 3 clusters Score -3.144455e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248576 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -31444528.000000 Penalty: 6177.624023
	Iteration 59Q: 3 clusters Score -3.144453e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248674 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -31444468.000000 Penalty: 6177.624023
	Iteration 60F: 3 clusters Score -3.144447e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248764 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -31444420.000000 Penalty: 6177.624023
	Iteration 61Q: 3 clusters Score -3.144442e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248863 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -31444370.000000 Penalty: 6177.624023
	Iteration 62Q: 3 clusters Score -3.144437e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248952 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -31444344.000000 Penalty: 6177.624023
	Iteration 63Q: 3 clusters Score -3.144434e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249048 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -31444362.000000 Penalty: 6177.624023
	Iteration 64Q: 3 clusters Score -3.144436e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249144 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -31444338.000000 Penalty: 6177.624023
	Iteration 65Q: 3 clusters Score -3.144434e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249231 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -31444324.000000 Penalty: 6177.624023
	Iteration 66Q: 3 clusters Score -3.144432e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249297 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -31444296.000000 Penalty: 6177.624023
	Iteration 67Q: 3 clusters Score -3.14443e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249354 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -31444316.000000 Penalty: 6177.624023
	Iteration 68Q: 3 clusters Score -3.144432e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249390 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -31444310.000000 Penalty: 6177.624023
	Iteration 69Q: 3 clusters Score -3.144431e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249427 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -31444312.000000 Penalty: 6177.624023
	Iteration 70Q: 3 clusters Score -3.144431e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249464 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -31444304.000000 Penalty: 6177.624023
	Iteration 71Q: 3 clusters Score -3.14443e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249489 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -31444308.000000 Penalty: 6177.624023
	Iteration 72Q: 3 clusters Score -3.144431e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249525 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -31444326.000000 Penalty: 6177.624023
	Iteration 73Q: 3 clusters Score -3.144433e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249565 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -31444310.000000 Penalty: 6177.624023
	Iteration 74Q: 3 clusters Score -3.144431e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249605 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -31444240.000000 Penalty: 6177.624023
	Iteration 75Q: 3 clusters Score -3.144424e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249646 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -31444252.000000 Penalty: 6177.624023
	Iteration 76Q: 3 clusters Score -3.144425e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249679 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -31444238.000000 Penalty: 6177.624023
	Iteration 77Q: 3 clusters Score -3.144424e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249709 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -31444252.000000 Penalty: 6177.624023
	Iteration 78Q: 3 clusters Score -3.144425e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249741 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -31444242.000000 Penalty: 6177.624023
	Iteration 79Q: 3 clusters Score -3.144424e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249772 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -31444248.000000 Penalty: 6177.624023
	Iteration 80F: 3 clusters Score -3.144425e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249809 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -31444234.000000 Penalty: 6177.624023
	Iteration 81Q: 3 clusters Score -3.144423e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249834 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -31444248.000000 Penalty: 6177.624023
	Iteration 82Q: 3 clusters Score -3.144425e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249863 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -31444274.000000 Penalty: 6177.624023
	Iteration 83Q: 3 clusters Score -3.144427e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249903 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -31444248.000000 Penalty: 6177.624023
	Iteration 84Q: 3 clusters Score -3.144425e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249940 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -31444244.000000 Penalty: 6177.624023
	Iteration 85Q: 3 clusters Score -3.144424e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249966 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -31444258.000000 Penalty: 6177.624023
	Iteration 86Q: 3 clusters Score -3.144426e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249998 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -31444250.000000 Penalty: 6177.624023
	Iteration 87Q: 3 clusters Score -3.144425e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250018 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -31444254.000000 Penalty: 6177.624023
	Iteration 88Q: 3 clusters Score -3.144425e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250037 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -31444248.000000 Penalty: 6177.624023
	Iteration 89Q: 3 clusters Score -3.144425e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250057 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -31444230.000000 Penalty: 6177.624023
	Iteration 90Q: 3 clusters Score -3.144423e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250077 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -31444208.000000 Penalty: 6177.624023
	Iteration 91Q: 3 clusters Score -3.144421e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250096 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -31444220.000000 Penalty: 6177.624023
	Iteration 92Q: 3 clusters Score -3.144422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250106 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -31444220.000000 Penalty: 6177.624023
	Iteration 93Q: 3 clusters Score -3.144422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250118 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -31444202.000000 Penalty: 6177.624023
	Iteration 94Q: 3 clusters Score -3.14442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250123 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -31444202.000000 Penalty: 6177.624023
	Iteration 95Q: 3 clusters Score -3.14442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250129 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -31444206.000000 Penalty: 6177.624023
	Iteration 96Q: 3 clusters Score -3.144421e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250134 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -31444218.000000 Penalty: 6177.624023
	Iteration 97Q: 3 clusters Score -3.144422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250139 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -31444216.000000 Penalty: 6177.624023
	Iteration 98Q: 3 clusters Score -3.144422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250145 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -31444230.000000 Penalty: 6177.624023
	Iteration 99Q: 3 clusters Score -3.144423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250148 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -31444234.000000 Penalty: 6177.624023
	Iteration 100F: 3 clusters Score -3.144423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250151 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -31444224.000000 Penalty: 6177.624023
	Iteration 101Q: 3 clusters Score -3.144422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250152 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -31444224.000000 Penalty: 6177.624023
	Iteration 102Q: 3 clusters Score -3.144422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250154 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -31444236.000000 Penalty: 6177.624023
	Iteration 103Q: 3 clusters Score -3.144424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250155 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -31444242.000000 Penalty: 6177.624023
	Iteration 104Q: 3 clusters Score -3.144424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250157 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -31444234.000000 Penalty: 6177.624023
	Iteration 105Q: 3 clusters Score -3.144423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250158 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -31444230.000000 Penalty: 6177.624023
	Iteration 106Q: 3 clusters Score -3.144423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250159 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -31444238.000000 Penalty: 6177.624023
	Iteration 107Q: 3 clusters Score -3.144424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250160 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -31444242.000000 Penalty: 6177.624023
	Iteration 108Q: 3 clusters Score -3.144424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250160 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -31444242.000000 Penalty: 6177.624023
	Iteration 109F: 3 clusters Score -3.144424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 194057 members 
Mstep: Class 2 contains 102903 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 46132 members 
Mstep: Class 9 contains 226 members 
Mstep: Class 10 contains 30265 members 
Mstep: Class 11 contains 11462 members 
Mstep: Class 12 contains 25160 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 17537 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 8174 members 
Mstep: Class 19 contains 82230 members 
Mstep: Class 20 contains 14187 members 
Mstep: Class 21 contains 8810 members 
Mstep: Class 22 contains 5779 members 
Mstep: Class 23 contains 6870 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 53350 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 5867 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 250160 members 
Mstep: Class 32 contains 9397 members 
Mstep: Class 33 contains 646 members 
Mstep: Class 34 contains 1249 members 
Mstep: Class 35 contains 268539 members 
Mstep: Class 36 contains 1219 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 174 members 
Mstep: Class 39 contains 6341 members 
Entering Unmasked Estep 
Score: -147988192.000000 Penalty: 135747.500000
Splitting cluster 31 changes total score from -147984064.000000 to -147988192.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 32 (9397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Entering Unmasked Estep 
Score: -1161785.625000 Penalty: 2268.740234
	Iteration 0F: 2 clusters Score -1161786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1154514.375000 Penalty: 4537.480469
	Iteration 0F: 3 clusters Score -1154514 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1156454.375000 Penalty: 4537.480469
	Iteration 1F: 3 clusters Score -1156454 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1156767.625000 Penalty: 4537.480469
	Iteration 2F: 3 clusters Score -1156768 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1157014.500000 Penalty: 4537.480469
	Iteration 3F: 3 clusters Score -1157014 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1157239.000000 Penalty: 4537.480469
	Iteration 4Q: 3 clusters Score -1157239 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1157443.500000 Penalty: 4537.480469
	Iteration 5Q: 3 clusters Score -1157444 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1157677.250000 Penalty: 4537.480469
	Iteration 6Q: 3 clusters Score -1157677 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1157944.875000 Penalty: 4537.480469
	Iteration 7Q: 3 clusters Score -1157945 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1158268.000000 Penalty: 4537.480469
	Iteration 8Q: 3 clusters Score -1158268 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1158619.375000 Penalty: 4537.480469
	Iteration 9F: 3 clusters Score -1158619 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1158944.000000 Penalty: 4537.480469
	Iteration 10Q: 3 clusters Score -1158944 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1159218.500000 Penalty: 4537.480469
	Iteration 11Q: 3 clusters Score -1159218 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1159440.500000 Penalty: 4537.480469
	Iteration 12Q: 3 clusters Score -1159440 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1159582.875000 Penalty: 4537.480469
	Iteration 13Q: 3 clusters Score -1159583 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1159685.500000 Penalty: 4537.480469
	Iteration 14Q: 3 clusters Score -1159686 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1159747.750000 Penalty: 4537.480469
	Iteration 15Q: 3 clusters Score -1159748 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1159777.125000 Penalty: 4537.480469
	Iteration 16Q: 3 clusters Score -1159777 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1159800.000000 Penalty: 4537.480469
	Iteration 17Q: 3 clusters Score -1159800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1159813.000000 Penalty: 4537.480469
	Iteration 18Q: 3 clusters Score -1159813 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1159823.000000 Penalty: 4537.480469
	Iteration 19Q: 3 clusters Score -1159823 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1159830.375000 Penalty: 4537.480469
	Iteration 20F: 3 clusters Score -1159830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1159841.125000 Penalty: 4537.480469
	Iteration 21Q: 3 clusters Score -1159841 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1159846.375000 Penalty: 4537.480469
	Iteration 22Q: 3 clusters Score -1159846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1159859.750000 Penalty: 4537.480469
	Iteration 23Q: 3 clusters Score -1159860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1159864.125000 Penalty: 4537.480469
	Iteration 24Q: 3 clusters Score -1159864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1159874.625000 Penalty: 4537.480469
	Iteration 25Q: 3 clusters Score -1159875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1159881.125000 Penalty: 4537.480469
	Iteration 26Q: 3 clusters Score -1159881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1159884.375000 Penalty: 4537.480469
	Iteration 27Q: 3 clusters Score -1159884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1159887.500000 Penalty: 4537.480469
	Iteration 28Q: 3 clusters Score -1159888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1159893.500000 Penalty: 4537.480469
	Iteration 29Q: 3 clusters Score -1159894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1159896.875000 Penalty: 4537.480469
	Iteration 30Q: 3 clusters Score -1159897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1159900.875000 Penalty: 4537.480469
	Iteration 31Q: 3 clusters Score -1159901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1159906.875000 Penalty: 4537.480469
	Iteration 32Q: 3 clusters Score -1159907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1159912.250000 Penalty: 4537.480469
	Iteration 33Q: 3 clusters Score -1159912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1159914.625000 Penalty: 4537.480469
	Iteration 34Q: 3 clusters Score -1159915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1159916.875000 Penalty: 4537.480469
	Iteration 35Q: 3 clusters Score -1159917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1159920.875000 Penalty: 4537.480469
	Iteration 36Q: 3 clusters Score -1159921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1159923.375000 Penalty: 4537.480469
	Iteration 37Q: 3 clusters Score -1159923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1159927.875000 Penalty: 4537.480469
	Iteration 38Q: 3 clusters Score -1159928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1159933.125000 Penalty: 4537.480469
	Iteration 39Q: 3 clusters Score -1159933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1159938.375000 Penalty: 4537.480469
	Iteration 40F: 3 clusters Score -1159938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1159943.000000 Penalty: 4537.480469
	Iteration 41Q: 3 clusters Score -1159943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1159948.250000 Penalty: 4537.480469
	Iteration 42Q: 3 clusters Score -1159948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1159953.000000 Penalty: 4537.480469
	Iteration 43Q: 3 clusters Score -1159953 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1159959.375000 Penalty: 4537.480469
	Iteration 44Q: 3 clusters Score -1159959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1159960.625000 Penalty: 4537.480469
	Iteration 45Q: 3 clusters Score -1159961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1159962.500000 Penalty: 4537.480469
	Iteration 46Q: 3 clusters Score -1159962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1159965.625000 Penalty: 4537.480469
	Iteration 47Q: 3 clusters Score -1159966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1159968.750000 Penalty: 4537.480469
	Iteration 48Q: 3 clusters Score -1159969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1159971.375000 Penalty: 4537.480469
	Iteration 49Q: 3 clusters Score -1159971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1159974.625000 Penalty: 4537.480469
	Iteration 50Q: 3 clusters Score -1159975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1159976.250000 Penalty: 4537.480469
	Iteration 51Q: 3 clusters Score -1159976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1159978.125000 Penalty: 4537.480469
	Iteration 52Q: 3 clusters Score -1159978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1159978.750000 Penalty: 4537.480469
	Iteration 53Q: 3 clusters Score -1159979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1159981.750000 Penalty: 4537.480469
	Iteration 54Q: 3 clusters Score -1159982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1159984.125000 Penalty: 4537.480469
	Iteration 55Q: 3 clusters Score -1159984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1159988.375000 Penalty: 4537.480469
	Iteration 56Q: 3 clusters Score -1159988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1159987.625000 Penalty: 4537.480469
	Iteration 57Q: 3 clusters Score -1159988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1159992.000000 Penalty: 4537.480469
	Iteration 58Q: 3 clusters Score -1159992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1159994.875000 Penalty: 4537.480469
	Iteration 59Q: 3 clusters Score -1159995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1159996.000000 Penalty: 4537.480469
	Iteration 60F: 3 clusters Score -1159996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1159999.375000 Penalty: 4537.480469
	Iteration 61Q: 3 clusters Score -1159999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1160000.375000 Penalty: 4537.480469
	Iteration 62Q: 3 clusters Score -1160000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1160005.250000 Penalty: 4537.480469
	Iteration 63Q: 3 clusters Score -1160005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1160009.250000 Penalty: 4537.480469
	Iteration 64Q: 3 clusters Score -1160009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1160012.125000 Penalty: 4537.480469
	Iteration 65Q: 3 clusters Score -1160012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1160010.875000 Penalty: 4537.480469
	Iteration 66Q: 3 clusters Score -1160011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1160013.125000 Penalty: 4537.480469
	Iteration 67Q: 3 clusters Score -1160013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1160018.125000 Penalty: 4537.480469
	Iteration 68Q: 3 clusters Score -1160018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1160017.625000 Penalty: 4537.480469
	Iteration 69Q: 3 clusters Score -1160018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1160019.250000 Penalty: 4537.480469
	Iteration 70Q: 3 clusters Score -1160019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1160027.375000 Penalty: 4537.480469
	Iteration 71Q: 3 clusters Score -1160027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1160031.625000 Penalty: 4537.480469
	Iteration 72Q: 3 clusters Score -1160032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1160032.375000 Penalty: 4537.480469
	Iteration 73Q: 3 clusters Score -1160032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1160034.250000 Penalty: 4537.480469
	Iteration 74Q: 3 clusters Score -1160034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1160037.125000 Penalty: 4537.480469
	Iteration 75Q: 3 clusters Score -1160037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1160040.000000 Penalty: 4537.480469
	Iteration 76Q: 3 clusters Score -1160040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1160038.125000 Penalty: 4537.480469
	Iteration 77Q: 3 clusters Score -1160038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1160040.000000 Penalty: 4537.480469
	Iteration 78Q: 3 clusters Score -1160040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1160040.625000 Penalty: 4537.480469
	Iteration 79Q: 3 clusters Score -1160041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1160040.875000 Penalty: 4537.480469
	Iteration 80F: 3 clusters Score -1160041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1160041.750000 Penalty: 4537.480469
	Iteration 81Q: 3 clusters Score -1160042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1160043.875000 Penalty: 4537.480469
	Iteration 82Q: 3 clusters Score -1160044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1160044.750000 Penalty: 4537.480469
	Iteration 83Q: 3 clusters Score -1160045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1160045.000000 Penalty: 4537.480469
	Iteration 84Q: 3 clusters Score -1160045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1160044.875000 Penalty: 4537.480469
	Iteration 85Q: 3 clusters Score -1160045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1160044.875000 Penalty: 4537.480469
	Iteration 86F: 3 clusters Score -1160045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 194057 members 
Mstep: Class 2 contains 102903 members 
Mstep: Class 3 contains 2426 members 
Mstep: Class 4 contains 1600 members 
Mstep: Class 5 contains 61206 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 46132 members 
Mstep: Class 9 contains 226 members 
Mstep: Class 10 contains 30265 members 
Mstep: Class 11 contains 11462 members 
Mstep: Class 12 contains 25160 members 
Mstep: Class 13 contains 2821 members 
Mstep: Class 14 contains 6821 members 
Mstep: Class 15 contains 17537 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 8174 members 
Mstep: Class 19 contains 82230 members 
Mstep: Class 20 contains 14187 members 
Mstep: Class 21 contains 8810 members 
Mstep: Class 22 contains 5779 members 
Mstep: Class 23 contains 6870 members 
Mstep: Class 24 contains 4779 members 
Mstep: Class 25 contains 348 members 
Mstep: Class 26 contains 53350 members 
Mstep: Class 27 contains 2057 members 
Mstep: Class 28 contains 3157 members 
Mstep: Class 29 contains 5867 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 250160 members 
Mstep: Class 32 contains 9397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147991824.000000 Penalty: 135747.500000
Iteration 79Q: 40 clusters Score -1.479918e+08 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 826 members 
Mstep: Class 1 contains 194029 members 
Mstep: Class 2 contains 102525 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 61214 members 
Mstep: Class 6 contains 3566 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 46052 members 
Mstep: Class 9 contains 226 members 
Mstep: Class 10 contains 30305 members 
Mstep: Class 11 contains 11479 members 
Mstep: Class 12 contains 24979 members 
Mstep: Class 13 contains 2810 members 
Mstep: Class 14 contains 6757 members 
Mstep: Class 15 contains 17586 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 8865 members 
Mstep: Class 19 contains 82604 members 
Mstep: Class 20 contains 14053 members 
Mstep: Class 21 contains 9957 members 
Mstep: Class 22 contains 6376 members 
Mstep: Class 23 contains 6858 members 
Mstep: Class 24 contains 4788 members 
Mstep: Class 25 contains 352 members 
Mstep: Class 26 contains 53944 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 3170 members 
Mstep: Class 29 contains 5866 members 
Mstep: Class 30 contains 539 members 
Mstep: Class 31 contains 250754 members 
Mstep: Class 32 contains 9379 members 
Mstep: Class 33 contains 644 members 
Mstep: Class 34 contains 1172 members 
Mstep: Class 35 contains 265495 members 
Mstep: Class 36 contains 1097 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 6239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147997872.000000 Penalty: 135747.500000
Iteration 80F: 40 clusters Score -1.479979e+08 nChanged 12868
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 193364 members 
Mstep: Class 2 contains 101448 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 1598 members 
Mstep: Class 5 contains 61149 members 
Mstep: Class 6 contains 3517 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 45869 members 
Mstep: Class 9 contains 231 members 
Mstep: Class 10 contains 30363 members 
Mstep: Class 11 contains 11506 members 
Mstep: Class 12 contains 24805 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 6585 members 
Mstep: Class 15 contains 17540 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 9373 members 
Mstep: Class 19 contains 81837 members 
Mstep: Class 20 contains 13598 members 
Mstep: Class 21 contains 10801 members 
Mstep: Class 22 contains 6820 members 
Mstep: Class 23 contains 6839 members 
Mstep: Class 24 contains 4753 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54305 members 
Mstep: Class 27 contains 2070 members 
Mstep: Class 28 contains 3117 members 
Mstep: Class 29 contains 5869 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 249876 members 
Mstep: Class 32 contains 9257 members 
Mstep: Class 33 contains 666 members 
Mstep: Class 34 contains 1300 members 
Mstep: Class 35 contains 266775 members 
Mstep: Class 36 contains 1244 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 179 members 
Mstep: Class 39 contains 7210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148000736.000000 Penalty: 135747.500000
Iteration 81Q: 40 clusters Score -1.480007e+08 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 192938 members 
Mstep: Class 2 contains 100546 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 1628 members 
Mstep: Class 5 contains 61106 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 45639 members 
Mstep: Class 9 contains 228 members 
Mstep: Class 10 contains 30482 members 
Mstep: Class 11 contains 11524 members 
Mstep: Class 12 contains 24615 members 
Mstep: Class 13 contains 2766 members 
Mstep: Class 14 contains 6430 members 
Mstep: Class 15 contains 17512 members 
Mstep: Class 16 contains 1778 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 9791 members 
Mstep: Class 19 contains 81130 members 
Mstep: Class 20 contains 13280 members 
Mstep: Class 21 contains 11597 members 
Mstep: Class 22 contains 7157 members 
Mstep: Class 23 contains 6817 members 
Mstep: Class 24 contains 4741 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54655 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3103 members 
Mstep: Class 29 contains 5863 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 249491 members 
Mstep: Class 32 contains 9168 members 
Mstep: Class 33 contains 671 members 
Mstep: Class 34 contains 1371 members 
Mstep: Class 35 contains 267451 members 
Mstep: Class 36 contains 1312 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 180 members 
Mstep: Class 39 contains 7895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148003024.000000 Penalty: 135747.500000
Iteration 82Q: 40 clusters Score -1.48003e+08 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 192575 members 
Mstep: Class 2 contains 99812 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 1672 members 
Mstep: Class 5 contains 61070 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 45435 members 
Mstep: Class 9 contains 227 members 
Mstep: Class 10 contains 30626 members 
Mstep: Class 11 contains 11512 members 
Mstep: Class 12 contains 24443 members 
Mstep: Class 13 contains 2740 members 
Mstep: Class 14 contains 6299 members 
Mstep: Class 15 contains 17516 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 10145 members 
Mstep: Class 19 contains 80347 members 
Mstep: Class 20 contains 13047 members 
Mstep: Class 21 contains 12327 members 
Mstep: Class 22 contains 7403 members 
Mstep: Class 23 contains 6783 members 
Mstep: Class 24 contains 4732 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54979 members 
Mstep: Class 27 contains 2071 members 
Mstep: Class 28 contains 3095 members 
Mstep: Class 29 contains 5867 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 249254 members 
Mstep: Class 32 contains 9071 members 
Mstep: Class 33 contains 673 members 
Mstep: Class 34 contains 1433 members 
Mstep: Class 35 contains 267971 members 
Mstep: Class 36 contains 1346 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 181 members 
Mstep: Class 39 contains 8522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148004448.000000 Penalty: 135747.500000
Iteration 83Q: 40 clusters Score -1.480044e+08 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 192348 members 
Mstep: Class 2 contains 99191 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 1705 members 
Mstep: Class 5 contains 61047 members 
Mstep: Class 6 contains 3481 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 45237 members 
Mstep: Class 9 contains 225 members 
Mstep: Class 10 contains 30780 members 
Mstep: Class 11 contains 11488 members 
Mstep: Class 12 contains 24299 members 
Mstep: Class 13 contains 2719 members 
Mstep: Class 14 contains 6138 members 
Mstep: Class 15 contains 17522 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 10432 members 
Mstep: Class 19 contains 79603 members 
Mstep: Class 20 contains 12970 members 
Mstep: Class 21 contains 12963 members 
Mstep: Class 22 contains 7551 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 4723 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55269 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 3093 members 
Mstep: Class 29 contains 5882 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 249197 members 
Mstep: Class 32 contains 8987 members 
Mstep: Class 33 contains 675 members 
Mstep: Class 34 contains 1486 members 
Mstep: Class 35 contains 268165 members 
Mstep: Class 36 contains 1372 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 182 members 
Mstep: Class 39 contains 9100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148004864.000000 Penalty: 135747.500000
Iteration 84Q: 40 clusters Score -1.480049e+08 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 192183 members 
Mstep: Class 2 contains 98605 members 
Mstep: Class 3 contains 2466 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 61034 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 45061 members 
Mstep: Class 9 contains 221 members 
Mstep: Class 10 contains 30929 members 
Mstep: Class 11 contains 11472 members 
Mstep: Class 12 contains 24160 members 
Mstep: Class 13 contains 2704 members 
Mstep: Class 14 contains 5974 members 
Mstep: Class 15 contains 17532 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 10660 members 
Mstep: Class 19 contains 78852 members 
Mstep: Class 20 contains 12955 members 
Mstep: Class 21 contains 13636 members 
Mstep: Class 22 contains 7672 members 
Mstep: Class 23 contains 6743 members 
Mstep: Class 24 contains 4711 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55532 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 5895 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 249218 members 
Mstep: Class 32 contains 8874 members 
Mstep: Class 33 contains 679 members 
Mstep: Class 34 contains 1533 members 
Mstep: Class 35 contains 268227 members 
Mstep: Class 36 contains 1387 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 9665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148005856.000000 Penalty: 135747.500000
Iteration 85Q: 40 clusters Score -1.480059e+08 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 192057 members 
Mstep: Class 2 contains 98123 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 1735 members 
Mstep: Class 5 contains 61023 members 
Mstep: Class 6 contains 3454 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 44899 members 
Mstep: Class 9 contains 220 members 
Mstep: Class 10 contains 31057 members 
Mstep: Class 11 contains 11459 members 
Mstep: Class 12 contains 24014 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 5846 members 
Mstep: Class 15 contains 17542 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 10907 members 
Mstep: Class 19 contains 78064 members 
Mstep: Class 20 contains 13007 members 
Mstep: Class 21 contains 14295 members 
Mstep: Class 22 contains 7777 members 
Mstep: Class 23 contains 6726 members 
Mstep: Class 24 contains 4710 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55708 members 
Mstep: Class 27 contains 2080 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 5906 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 249264 members 
Mstep: Class 32 contains 8763 members 
Mstep: Class 33 contains 680 members 
Mstep: Class 34 contains 1569 members 
Mstep: Class 35 contains 268195 members 
Mstep: Class 36 contains 1403 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 10215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148006624.000000 Penalty: 135747.500000
Iteration 86Q: 40 clusters Score -1.480066e+08 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 191993 members 
Mstep: Class 2 contains 97742 members 
Mstep: Class 3 contains 2463 members 
Mstep: Class 4 contains 1749 members 
Mstep: Class 5 contains 61007 members 
Mstep: Class 6 contains 3433 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 44740 members 
Mstep: Class 9 contains 218 members 
Mstep: Class 10 contains 31194 members 
Mstep: Class 11 contains 11442 members 
Mstep: Class 12 contains 23849 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 14 contains 5735 members 
Mstep: Class 15 contains 17549 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 11124 members 
Mstep: Class 19 contains 77312 members 
Mstep: Class 20 contains 13081 members 
Mstep: Class 21 contains 14943 members 
Mstep: Class 22 contains 7890 members 
Mstep: Class 23 contains 6710 members 
Mstep: Class 24 contains 4712 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55869 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3091 members 
Mstep: Class 29 contains 5917 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 249365 members 
Mstep: Class 32 contains 8665 members 
Mstep: Class 33 contains 682 members 
Mstep: Class 34 contains 1614 members 
Mstep: Class 35 contains 267943 members 
Mstep: Class 36 contains 1421 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 10743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148006576.000000 Penalty: 135747.500000
Iteration 87Q: 40 clusters Score -1.480066e+08 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 191970 members 
Mstep: Class 2 contains 97438 members 
Mstep: Class 3 contains 2461 members 
Mstep: Class 4 contains 1757 members 
Mstep: Class 5 contains 61009 members 
Mstep: Class 6 contains 3423 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 44571 members 
Mstep: Class 9 contains 216 members 
Mstep: Class 10 contains 31329 members 
Mstep: Class 11 contains 11424 members 
Mstep: Class 12 contains 23733 members 
Mstep: Class 13 contains 2674 members 
Mstep: Class 14 contains 5612 members 
Mstep: Class 15 contains 17551 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 11306 members 
Mstep: Class 19 contains 76527 members 
Mstep: Class 20 contains 13159 members 
Mstep: Class 21 contains 15521 members 
Mstep: Class 22 contains 7994 members 
Mstep: Class 23 contains 6705 members 
Mstep: Class 24 contains 4711 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55999 members 
Mstep: Class 27 contains 2080 members 
Mstep: Class 28 contains 3090 members 
Mstep: Class 29 contains 5924 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 249518 members 
Mstep: Class 32 contains 8561 members 
Mstep: Class 33 contains 684 members 
Mstep: Class 34 contains 1654 members 
Mstep: Class 35 contains 267665 members 
Mstep: Class 36 contains 1435 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 11253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148006448.000000 Penalty: 135747.500000
Iteration 88Q: 40 clusters Score -1.480064e+08 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 191935 members 
Mstep: Class 2 contains 97143 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 1760 members 
Mstep: Class 5 contains 61010 members 
Mstep: Class 6 contains 3410 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 44436 members 
Mstep: Class 9 contains 214 members 
Mstep: Class 10 contains 31470 members 
Mstep: Class 11 contains 11409 members 
Mstep: Class 12 contains 23621 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 14 contains 5487 members 
Mstep: Class 15 contains 17557 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 11485 members 
Mstep: Class 19 contains 75788 members 
Mstep: Class 20 contains 13237 members 
Mstep: Class 21 contains 16038 members 
Mstep: Class 22 contains 8093 members 
Mstep: Class 23 contains 6700 members 
Mstep: Class 24 contains 4710 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56111 members 
Mstep: Class 27 contains 2081 members 
Mstep: Class 28 contains 3095 members 
Mstep: Class 29 contains 5929 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 249676 members 
Mstep: Class 32 contains 8480 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 1695 members 
Mstep: Class 35 contains 267382 members 
Mstep: Class 36 contains 1444 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 11741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148007168.000000 Penalty: 135747.500000
Iteration 89Q: 40 clusters Score -1.480072e+08 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 191968 members 
Mstep: Class 2 contains 96901 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 1764 members 
Mstep: Class 5 contains 61020 members 
Mstep: Class 6 contains 3401 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 44312 members 
Mstep: Class 9 contains 214 members 
Mstep: Class 10 contains 31587 members 
Mstep: Class 11 contains 11396 members 
Mstep: Class 12 contains 23518 members 
Mstep: Class 13 contains 2674 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 17564 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 11642 members 
Mstep: Class 19 contains 75147 members 
Mstep: Class 20 contains 13334 members 
Mstep: Class 21 contains 16541 members 
Mstep: Class 22 contains 8181 members 
Mstep: Class 23 contains 6681 members 
Mstep: Class 24 contains 4710 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56214 members 
Mstep: Class 27 contains 2081 members 
Mstep: Class 28 contains 3099 members 
Mstep: Class 29 contains 5931 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 249724 members 
Mstep: Class 32 contains 8410 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 1736 members 
Mstep: Class 35 contains 267033 members 
Mstep: Class 36 contains 1458 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 12200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148007808.000000 Penalty: 135747.500000
Iteration 90Q: 40 clusters Score -1.480078e+08 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 192006 members 
Mstep: Class 2 contains 96689 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1768 members 
Mstep: Class 5 contains 61012 members 
Mstep: Class 6 contains 3397 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 44201 members 
Mstep: Class 9 contains 214 members 
Mstep: Class 10 contains 31676 members 
Mstep: Class 11 contains 11384 members 
Mstep: Class 12 contains 23416 members 
Mstep: Class 13 contains 2671 members 
Mstep: Class 14 contains 5247 members 
Mstep: Class 15 contains 17568 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 11761 members 
Mstep: Class 19 contains 74546 members 
Mstep: Class 20 contains 13413 members 
Mstep: Class 21 contains 16990 members 
Mstep: Class 22 contains 8245 members 
Mstep: Class 23 contains 6673 members 
Mstep: Class 24 contains 4707 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56308 members 
Mstep: Class 27 contains 2080 members 
Mstep: Class 28 contains 3100 members 
Mstep: Class 29 contains 5933 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 249871 members 
Mstep: Class 32 contains 8356 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 266683 members 
Mstep: Class 36 contains 1466 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 12657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148008448.000000 Penalty: 135747.500000
Iteration 91Q: 40 clusters Score -1.480084e+08 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 192064 members 
Mstep: Class 2 contains 96502 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 61013 members 
Mstep: Class 6 contains 3398 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 44083 members 
Mstep: Class 9 contains 214 members 
Mstep: Class 10 contains 31761 members 
Mstep: Class 11 contains 11371 members 
Mstep: Class 12 contains 23336 members 
Mstep: Class 13 contains 2670 members 
Mstep: Class 14 contains 5130 members 
Mstep: Class 15 contains 17571 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 11873 members 
Mstep: Class 19 contains 73967 members 
Mstep: Class 20 contains 13476 members 
Mstep: Class 21 contains 17423 members 
Mstep: Class 22 contains 8304 members 
Mstep: Class 23 contains 6666 members 
Mstep: Class 24 contains 4708 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56385 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3102 members 
Mstep: Class 29 contains 5935 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 249964 members 
Mstep: Class 32 contains 8305 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 1814 members 
Mstep: Class 35 contains 266355 members 
Mstep: Class 36 contains 1471 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 13104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148009200.000000 Penalty: 135747.500000
Iteration 92Q: 40 clusters Score -1.480092e+08 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 192146 members 
Mstep: Class 2 contains 96331 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1775 members 
Mstep: Class 5 contains 61008 members 
Mstep: Class 6 contains 3396 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 43959 members 
Mstep: Class 9 contains 214 members 
Mstep: Class 10 contains 31858 members 
Mstep: Class 11 contains 11358 members 
Mstep: Class 12 contains 23269 members 
Mstep: Class 13 contains 2669 members 
Mstep: Class 14 contains 5017 members 
Mstep: Class 15 contains 17573 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 11972 members 
Mstep: Class 19 contains 73431 members 
Mstep: Class 20 contains 13530 members 
Mstep: Class 21 contains 17825 members 
Mstep: Class 22 contains 8357 members 
Mstep: Class 23 contains 6662 members 
Mstep: Class 24 contains 4707 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56448 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3105 members 
Mstep: Class 29 contains 5940 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 250019 members 
Mstep: Class 32 contains 8275 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 1849 members 
Mstep: Class 35 contains 266026 members 
Mstep: Class 36 contains 1472 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 13544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148009280.000000 Penalty: 135747.500000
Iteration 93Q: 40 clusters Score -1.480093e+08 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 192190 members 
Mstep: Class 2 contains 96175 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 1776 members 
Mstep: Class 5 contains 61008 members 
Mstep: Class 6 contains 3394 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 43845 members 
Mstep: Class 9 contains 214 members 
Mstep: Class 10 contains 31965 members 
Mstep: Class 11 contains 11349 members 
Mstep: Class 12 contains 23204 members 
Mstep: Class 13 contains 2669 members 
Mstep: Class 14 contains 4885 members 
Mstep: Class 15 contains 17572 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 12076 members 
Mstep: Class 19 contains 72941 members 
Mstep: Class 20 contains 13594 members 
Mstep: Class 21 contains 18230 members 
Mstep: Class 22 contains 8402 members 
Mstep: Class 23 contains 6659 members 
Mstep: Class 24 contains 4705 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56513 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3109 members 
Mstep: Class 29 contains 5939 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 250122 members 
Mstep: Class 32 contains 8227 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 1876 members 
Mstep: Class 35 contains 265665 members 
Mstep: Class 36 contains 1475 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 13960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148010080.000000 Penalty: 135747.500000
Iteration 94Q: 40 clusters Score -1.480101e+08 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 192243 members 
Mstep: Class 2 contains 96019 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 1775 members 
Mstep: Class 5 contains 61009 members 
Mstep: Class 6 contains 3398 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 43721 members 
Mstep: Class 9 contains 214 members 
Mstep: Class 10 contains 32065 members 
Mstep: Class 11 contains 11336 members 
Mstep: Class 12 contains 23124 members 
Mstep: Class 13 contains 2670 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 17570 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 12183 members 
Mstep: Class 19 contains 72481 members 
Mstep: Class 20 contains 13638 members 
Mstep: Class 21 contains 18595 members 
Mstep: Class 22 contains 8444 members 
Mstep: Class 23 contains 6662 members 
Mstep: Class 24 contains 4703 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56541 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3109 members 
Mstep: Class 29 contains 5941 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 250293 members 
Mstep: Class 32 contains 8204 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 1900 members 
Mstep: Class 35 contains 265271 members 
Mstep: Class 36 contains 1481 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 14366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148010416.000000 Penalty: 135747.500000
Iteration 95Q: 40 clusters Score -1.480104e+08 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 192339 members 
Mstep: Class 2 contains 95883 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 1776 members 
Mstep: Class 5 contains 61002 members 
Mstep: Class 6 contains 3397 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 43578 members 
Mstep: Class 9 contains 214 members 
Mstep: Class 10 contains 32167 members 
Mstep: Class 11 contains 11331 members 
Mstep: Class 12 contains 23042 members 
Mstep: Class 13 contains 2671 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 15 contains 17572 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 12285 members 
Mstep: Class 19 contains 72025 members 
Mstep: Class 20 contains 13672 members 
Mstep: Class 21 contains 18921 members 
Mstep: Class 22 contains 8479 members 
Mstep: Class 23 contains 6664 members 
Mstep: Class 24 contains 4701 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56563 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3112 members 
Mstep: Class 29 contains 5947 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 250429 members 
Mstep: Class 32 contains 8223 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 264839 members 
Mstep: Class 36 contains 1487 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 14797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148010880.000000 Penalty: 135747.500000
Iteration 96Q: 40 clusters Score -1.480109e+08 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 192455 members 
Mstep: Class 2 contains 95710 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 1778 members 
Mstep: Class 5 contains 60999 members 
Mstep: Class 6 contains 3396 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 43467 members 
Mstep: Class 9 contains 214 members 
Mstep: Class 10 contains 32248 members 
Mstep: Class 11 contains 11321 members 
Mstep: Class 12 contains 22968 members 
Mstep: Class 13 contains 2670 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 12375 members 
Mstep: Class 19 contains 71536 members 
Mstep: Class 20 contains 13693 members 
Mstep: Class 21 contains 19241 members 
Mstep: Class 22 contains 8511 members 
Mstep: Class 23 contains 6665 members 
Mstep: Class 24 contains 4702 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56584 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3113 members 
Mstep: Class 29 contains 5947 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 250583 members 
Mstep: Class 32 contains 8240 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 1935 members 
Mstep: Class 35 contains 264491 members 
Mstep: Class 36 contains 1492 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 15224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148011440.000000 Penalty: 135747.500000
Iteration 97Q: 40 clusters Score -1.480114e+08 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 192586 members 
Mstep: Class 2 contains 95534 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 1778 members 
Mstep: Class 5 contains 60993 members 
Mstep: Class 6 contains 3396 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 43382 members 
Mstep: Class 9 contains 214 members 
Mstep: Class 10 contains 32317 members 
Mstep: Class 11 contains 11303 members 
Mstep: Class 12 contains 22881 members 
Mstep: Class 13 contains 2668 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 17574 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 12453 members 
Mstep: Class 19 contains 71102 members 
Mstep: Class 20 contains 13715 members 
Mstep: Class 21 contains 19503 members 
Mstep: Class 22 contains 8537 members 
Mstep: Class 23 contains 6668 members 
Mstep: Class 24 contains 4700 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56622 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3114 members 
Mstep: Class 29 contains 5951 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 250724 members 
Mstep: Class 32 contains 8276 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 1950 members 
Mstep: Class 35 contains 264144 members 
Mstep: Class 36 contains 1497 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 15651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148011680.000000 Penalty: 135747.500000
Iteration 98Q: 40 clusters Score -1.480117e+08 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 192714 members 
Mstep: Class 2 contains 95344 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 1778 members 
Mstep: Class 5 contains 60986 members 
Mstep: Class 6 contains 3396 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 43285 members 
Mstep: Class 9 contains 214 members 
Mstep: Class 10 contains 32368 members 
Mstep: Class 11 contains 11294 members 
Mstep: Class 12 contains 22793 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 17578 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 12561 members 
Mstep: Class 19 contains 70670 members 
Mstep: Class 20 contains 13744 members 
Mstep: Class 21 contains 19738 members 
Mstep: Class 22 contains 8550 members 
Mstep: Class 23 contains 6671 members 
Mstep: Class 24 contains 4698 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56662 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3113 members 
Mstep: Class 29 contains 5953 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 250888 members 
Mstep: Class 32 contains 8297 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 1963 members 
Mstep: Class 35 contains 263850 members 
Mstep: Class 36 contains 1503 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 16056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148011936.000000 Penalty: 135747.500000
Iteration 99Q: 40 clusters Score -1.480119e+08 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 813 members 
Mstep: Class 1 contains 192790 members 
Mstep: Class 2 contains 95192 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 1777 members 
Mstep: Class 5 contains 60989 members 
Mstep: Class 6 contains 3392 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 43193 members 
Mstep: Class 9 contains 214 members 
Mstep: Class 10 contains 32431 members 
Mstep: Class 11 contains 11280 members 
Mstep: Class 12 contains 22721 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 4299 members 
Mstep: Class 15 contains 17584 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 12644 members 
Mstep: Class 19 contains 70264 members 
Mstep: Class 20 contains 13761 members 
Mstep: Class 21 contains 19938 members 
Mstep: Class 22 contains 8578 members 
Mstep: Class 23 contains 6673 members 
Mstep: Class 24 contains 4697 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56706 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3110 members 
Mstep: Class 29 contains 5953 members 
Mstep: Class 30 contains 544 members 
Mstep: Class 31 contains 251029 members 
Mstep: Class 32 contains 8311 members 
Mstep: Class 33 contains 686 members 
Mstep: Class 34 contains 1976 members 
Mstep: Class 35 contains 263610 members 
Mstep: Class 36 contains 1506 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 16453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148012896.000000 Penalty: 135747.500000
Iteration 100F: 40 clusters Score -1.480129e+08 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 798 members 
Mstep: Class 1 contains 192863 members 
Mstep: Class 2 contains 95063 members 
Mstep: Class 3 contains 2449 members 
Mstep: Class 4 contains 1777 members 
Mstep: Class 5 contains 60989 members 
Mstep: Class 6 contains 3392 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 43103 members 
Mstep: Class 9 contains 226 members 
Mstep: Class 10 contains 32478 members 
Mstep: Class 11 contains 11265 members 
Mstep: Class 12 contains 22645 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 4196 members 
Mstep: Class 15 contains 17589 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 12727 members 
Mstep: Class 19 contains 69848 members 
Mstep: Class 20 contains 13801 members 
Mstep: Class 21 contains 20135 members 
Mstep: Class 22 contains 8594 members 
Mstep: Class 23 contains 6675 members 
Mstep: Class 24 contains 4694 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56753 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3109 members 
Mstep: Class 29 contains 5953 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 251154 members 
Mstep: Class 32 contains 8330 members 
Mstep: Class 33 contains 687 members 
Mstep: Class 34 contains 1999 members 
Mstep: Class 35 contains 263320 members 
Mstep: Class 36 contains 1508 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 16899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148013936.000000 Penalty: 135747.500000
Iteration 101Q: 40 clusters Score -1.480139e+08 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 192913 members 
Mstep: Class 2 contains 94940 members 
Mstep: Class 3 contains 2447 members 
Mstep: Class 4 contains 1778 members 
Mstep: Class 5 contains 60991 members 
Mstep: Class 6 contains 3389 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 43029 members 
Mstep: Class 9 contains 223 members 
Mstep: Class 10 contains 32532 members 
Mstep: Class 11 contains 11252 members 
Mstep: Class 12 contains 22571 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 4102 members 
Mstep: Class 15 contains 17590 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 12805 members 
Mstep: Class 19 contains 69481 members 
Mstep: Class 20 contains 13831 members 
Mstep: Class 21 contains 20292 members 
Mstep: Class 22 contains 8607 members 
Mstep: Class 23 contains 6672 members 
Mstep: Class 24 contains 4694 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56792 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3108 members 
Mstep: Class 29 contains 5954 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 251289 members 
Mstep: Class 32 contains 8374 members 
Mstep: Class 33 contains 691 members 
Mstep: Class 34 contains 2016 members 
Mstep: Class 35 contains 263007 members 
Mstep: Class 36 contains 1511 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 17341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148014064.000000 Penalty: 135747.500000
Iteration 102Q: 40 clusters Score -1.480141e+08 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 192942 members 
Mstep: Class 2 contains 94810 members 
Mstep: Class 3 contains 2448 members 
Mstep: Class 4 contains 1778 members 
Mstep: Class 5 contains 60988 members 
Mstep: Class 6 contains 3391 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42964 members 
Mstep: Class 9 contains 219 members 
Mstep: Class 10 contains 32559 members 
Mstep: Class 11 contains 11239 members 
Mstep: Class 12 contains 22496 members 
Mstep: Class 13 contains 2666 members 
Mstep: Class 14 contains 4017 members 
Mstep: Class 15 contains 17595 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 12877 members 
Mstep: Class 19 contains 69115 members 
Mstep: Class 20 contains 13868 members 
Mstep: Class 21 contains 20468 members 
Mstep: Class 22 contains 8625 members 
Mstep: Class 23 contains 6666 members 
Mstep: Class 24 contains 4695 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56843 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3106 members 
Mstep: Class 29 contains 5954 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 251453 members 
Mstep: Class 32 contains 8401 members 
Mstep: Class 33 contains 695 members 
Mstep: Class 34 contains 2028 members 
Mstep: Class 35 contains 262659 members 
Mstep: Class 36 contains 1513 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 17811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148014832.000000 Penalty: 135747.500000
Iteration 103Q: 40 clusters Score -1.480148e+08 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 192981 members 
Mstep: Class 2 contains 94650 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 1780 members 
Mstep: Class 5 contains 60982 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42896 members 
Mstep: Class 9 contains 213 members 
Mstep: Class 10 contains 32580 members 
Mstep: Class 11 contains 11234 members 
Mstep: Class 12 contains 22431 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 3948 members 
Mstep: Class 15 contains 17599 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 12952 members 
Mstep: Class 19 contains 68770 members 
Mstep: Class 20 contains 13888 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 8641 members 
Mstep: Class 23 contains 6665 members 
Mstep: Class 24 contains 4694 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56906 members 
Mstep: Class 27 contains 2080 members 
Mstep: Class 28 contains 3105 members 
Mstep: Class 29 contains 5958 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 251549 members 
Mstep: Class 32 contains 8429 members 
Mstep: Class 33 contains 701 members 
Mstep: Class 34 contains 2044 members 
Mstep: Class 35 contains 262349 members 
Mstep: Class 36 contains 1517 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 18286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148015520.000000 Penalty: 135747.500000
Iteration 104Q: 40 clusters Score -1.480155e+08 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 193000 members 
Mstep: Class 2 contains 94500 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 1781 members 
Mstep: Class 5 contains 60981 members 
Mstep: Class 6 contains 3382 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42829 members 
Mstep: Class 9 contains 212 members 
Mstep: Class 10 contains 32608 members 
Mstep: Class 11 contains 11231 members 
Mstep: Class 12 contains 22354 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 3890 members 
Mstep: Class 15 contains 17607 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13027 members 
Mstep: Class 19 contains 68436 members 
Mstep: Class 20 contains 13890 members 
Mstep: Class 21 contains 20809 members 
Mstep: Class 22 contains 8664 members 
Mstep: Class 23 contains 6664 members 
Mstep: Class 24 contains 4694 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56959 members 
Mstep: Class 27 contains 2081 members 
Mstep: Class 28 contains 3104 members 
Mstep: Class 29 contains 5960 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 251595 members 
Mstep: Class 32 contains 8479 members 
Mstep: Class 33 contains 702 members 
Mstep: Class 34 contains 2060 members 
Mstep: Class 35 contains 262076 members 
Mstep: Class 36 contains 1520 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 18760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148016304.000000 Penalty: 135747.500000
Iteration 105Q: 40 clusters Score -1.480163e+08 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 193006 members 
Mstep: Class 2 contains 94363 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 1783 members 
Mstep: Class 5 contains 60980 members 
Mstep: Class 6 contains 3377 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42773 members 
Mstep: Class 9 contains 210 members 
Mstep: Class 10 contains 32624 members 
Mstep: Class 11 contains 11225 members 
Mstep: Class 12 contains 22292 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 14 contains 3826 members 
Mstep: Class 15 contains 17614 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13080 members 
Mstep: Class 19 contains 68106 members 
Mstep: Class 20 contains 13908 members 
Mstep: Class 21 contains 20951 members 
Mstep: Class 22 contains 8681 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 4691 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57031 members 
Mstep: Class 27 contains 2080 members 
Mstep: Class 28 contains 3103 members 
Mstep: Class 29 contains 5964 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 251700 members 
Mstep: Class 32 contains 8526 members 
Mstep: Class 33 contains 704 members 
Mstep: Class 34 contains 2074 members 
Mstep: Class 35 contains 261773 members 
Mstep: Class 36 contains 1522 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 19227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148016496.000000 Penalty: 135747.500000
Iteration 106Q: 40 clusters Score -1.480165e+08 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 193029 members 
Mstep: Class 2 contains 94209 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1784 members 
Mstep: Class 5 contains 60984 members 
Mstep: Class 6 contains 3373 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42719 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 32648 members 
Mstep: Class 11 contains 11215 members 
Mstep: Class 12 contains 22240 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 3746 members 
Mstep: Class 15 contains 17620 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13139 members 
Mstep: Class 19 contains 67771 members 
Mstep: Class 20 contains 13918 members 
Mstep: Class 21 contains 21097 members 
Mstep: Class 22 contains 8698 members 
Mstep: Class 23 contains 6659 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57082 members 
Mstep: Class 27 contains 2080 members 
Mstep: Class 28 contains 3101 members 
Mstep: Class 29 contains 5968 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 251804 members 
Mstep: Class 32 contains 8582 members 
Mstep: Class 33 contains 705 members 
Mstep: Class 34 contains 2082 members 
Mstep: Class 35 contains 261494 members 
Mstep: Class 36 contains 1525 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 19680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148016688.000000 Penalty: 135747.500000
Iteration 107Q: 40 clusters Score -1.480167e+08 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 193083 members 
Mstep: Class 2 contains 94077 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1785 members 
Mstep: Class 5 contains 60986 members 
Mstep: Class 6 contains 3364 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42678 members 
Mstep: Class 9 contains 209 members 
Mstep: Class 10 contains 32659 members 
Mstep: Class 11 contains 11204 members 
Mstep: Class 12 contains 22187 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 3681 members 
Mstep: Class 15 contains 17620 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13199 members 
Mstep: Class 19 contains 67429 members 
Mstep: Class 20 contains 13937 members 
Mstep: Class 21 contains 21232 members 
Mstep: Class 22 contains 8709 members 
Mstep: Class 23 contains 6655 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57139 members 
Mstep: Class 27 contains 2080 members 
Mstep: Class 28 contains 3102 members 
Mstep: Class 29 contains 5971 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 251852 members 
Mstep: Class 32 contains 8645 members 
Mstep: Class 33 contains 705 members 
Mstep: Class 34 contains 2093 members 
Mstep: Class 35 contains 261227 members 
Mstep: Class 36 contains 1528 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 20125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148016944.000000 Penalty: 135747.500000
Iteration 108Q: 40 clusters Score -1.480169e+08 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 193124 members 
Mstep: Class 2 contains 93969 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1785 members 
Mstep: Class 5 contains 60991 members 
Mstep: Class 6 contains 3363 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42635 members 
Mstep: Class 9 contains 207 members 
Mstep: Class 10 contains 32672 members 
Mstep: Class 11 contains 11192 members 
Mstep: Class 12 contains 22145 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 3620 members 
Mstep: Class 15 contains 17623 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13243 members 
Mstep: Class 19 contains 67088 members 
Mstep: Class 20 contains 13966 members 
Mstep: Class 21 contains 21345 members 
Mstep: Class 22 contains 8727 members 
Mstep: Class 23 contains 6652 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57204 members 
Mstep: Class 27 contains 2080 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 5970 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 251912 members 
Mstep: Class 32 contains 8721 members 
Mstep: Class 33 contains 707 members 
Mstep: Class 34 contains 2099 members 
Mstep: Class 35 contains 260937 members 
Mstep: Class 36 contains 1530 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 20556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148017088.000000 Penalty: 135747.500000
Iteration 109Q: 40 clusters Score -1.480171e+08 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 193167 members 
Mstep: Class 2 contains 93874 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1784 members 
Mstep: Class 5 contains 60995 members 
Mstep: Class 6 contains 3363 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42584 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 32678 members 
Mstep: Class 11 contains 11185 members 
Mstep: Class 12 contains 22104 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 3553 members 
Mstep: Class 15 contains 17625 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13297 members 
Mstep: Class 19 contains 66797 members 
Mstep: Class 20 contains 13989 members 
Mstep: Class 21 contains 21455 members 
Mstep: Class 22 contains 8744 members 
Mstep: Class 23 contains 6652 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 354 members 
Mstep: Class 26 contains 57249 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 5970 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 251980 members 
Mstep: Class 32 contains 8780 members 
Mstep: Class 33 contains 708 members 
Mstep: Class 34 contains 2106 members 
Mstep: Class 35 contains 260618 members 
Mstep: Class 36 contains 1529 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 20993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148017328.000000 Penalty: 135747.500000
Iteration 110Q: 40 clusters Score -1.480173e+08 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 193187 members 
Mstep: Class 2 contains 93767 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 1784 members 
Mstep: Class 5 contains 60993 members 
Mstep: Class 6 contains 3364 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42539 members 
Mstep: Class 9 contains 204 members 
Mstep: Class 10 contains 32690 members 
Mstep: Class 11 contains 11178 members 
Mstep: Class 12 contains 22066 members 
Mstep: Class 13 contains 2661 members 
Mstep: Class 14 contains 3492 members 
Mstep: Class 15 contains 17628 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13340 members 
Mstep: Class 19 contains 66516 members 
Mstep: Class 20 contains 13988 members 
Mstep: Class 21 contains 21552 members 
Mstep: Class 22 contains 8755 members 
Mstep: Class 23 contains 6653 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57285 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3099 members 
Mstep: Class 29 contains 5971 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 252031 members 
Mstep: Class 32 contains 8833 members 
Mstep: Class 33 contains 710 members 
Mstep: Class 34 contains 2115 members 
Mstep: Class 35 contains 260399 members 
Mstep: Class 36 contains 1530 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 21414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148017328.000000 Penalty: 135747.500000
Iteration 111Q: 40 clusters Score -1.480173e+08 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 193243 members 
Mstep: Class 2 contains 93663 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1785 members 
Mstep: Class 5 contains 60991 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42495 members 
Mstep: Class 9 contains 202 members 
Mstep: Class 10 contains 32700 members 
Mstep: Class 11 contains 11170 members 
Mstep: Class 12 contains 22032 members 
Mstep: Class 13 contains 2661 members 
Mstep: Class 14 contains 3431 members 
Mstep: Class 15 contains 17627 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13374 members 
Mstep: Class 19 contains 66255 members 
Mstep: Class 20 contains 13990 members 
Mstep: Class 21 contains 21621 members 
Mstep: Class 22 contains 8766 members 
Mstep: Class 23 contains 6655 members 
Mstep: Class 24 contains 4691 members 
Mstep: Class 25 contains 354 members 
Mstep: Class 26 contains 57307 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3101 members 
Mstep: Class 29 contains 5974 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 252037 members 
Mstep: Class 32 contains 8876 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2123 members 
Mstep: Class 35 contains 260211 members 
Mstep: Class 36 contains 1532 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 21843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148017648.000000 Penalty: 135747.500000
Iteration 112Q: 40 clusters Score -1.480176e+08 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 193291 members 
Mstep: Class 2 contains 93558 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 60991 members 
Mstep: Class 6 contains 3368 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42459 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32698 members 
Mstep: Class 11 contains 11160 members 
Mstep: Class 12 contains 21998 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 14 contains 3381 members 
Mstep: Class 15 contains 17629 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13410 members 
Mstep: Class 19 contains 66015 members 
Mstep: Class 20 contains 13992 members 
Mstep: Class 21 contains 21695 members 
Mstep: Class 22 contains 8778 members 
Mstep: Class 23 contains 6661 members 
Mstep: Class 24 contains 4691 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57296 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3099 members 
Mstep: Class 29 contains 5977 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 251978 members 
Mstep: Class 32 contains 8894 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2129 members 
Mstep: Class 35 contains 260107 members 
Mstep: Class 36 contains 1534 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 22281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148018032.000000 Penalty: 135747.500000
Iteration 113Q: 40 clusters Score -1.48018e+08 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 193313 members 
Mstep: Class 2 contains 93473 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 60992 members 
Mstep: Class 6 contains 3372 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42425 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32702 members 
Mstep: Class 11 contains 11153 members 
Mstep: Class 12 contains 21970 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 3327 members 
Mstep: Class 15 contains 17631 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13437 members 
Mstep: Class 19 contains 65803 members 
Mstep: Class 20 contains 13984 members 
Mstep: Class 21 contains 21766 members 
Mstep: Class 22 contains 8790 members 
Mstep: Class 23 contains 6665 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57287 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 5979 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 251936 members 
Mstep: Class 32 contains 8917 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2136 members 
Mstep: Class 35 contains 259962 members 
Mstep: Class 36 contains 1537 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 22724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148018912.000000 Penalty: 135747.500000
Iteration 114Q: 40 clusters Score -1.480189e+08 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 193321 members 
Mstep: Class 2 contains 93417 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 60988 members 
Mstep: Class 6 contains 3372 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42403 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32705 members 
Mstep: Class 11 contains 11144 members 
Mstep: Class 12 contains 21943 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 3297 members 
Mstep: Class 15 contains 17632 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13453 members 
Mstep: Class 19 contains 65566 members 
Mstep: Class 20 contains 13974 members 
Mstep: Class 21 contains 21852 members 
Mstep: Class 22 contains 8798 members 
Mstep: Class 23 contains 6672 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57281 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 5979 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 251962 members 
Mstep: Class 32 contains 8947 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2142 members 
Mstep: Class 35 contains 259753 members 
Mstep: Class 36 contains 1538 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 23141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148018896.000000 Penalty: 135747.500000
Iteration 115Q: 40 clusters Score -1.480189e+08 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 193326 members 
Mstep: Class 2 contains 93372 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 60981 members 
Mstep: Class 6 contains 3370 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42381 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32707 members 
Mstep: Class 11 contains 11136 members 
Mstep: Class 12 contains 21925 members 
Mstep: Class 13 contains 2666 members 
Mstep: Class 14 contains 3250 members 
Mstep: Class 15 contains 17635 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13467 members 
Mstep: Class 19 contains 65316 members 
Mstep: Class 20 contains 13971 members 
Mstep: Class 21 contains 21918 members 
Mstep: Class 22 contains 8817 members 
Mstep: Class 23 contains 6674 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57287 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 5980 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 252040 members 
Mstep: Class 32 contains 8975 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2147 members 
Mstep: Class 35 contains 259519 members 
Mstep: Class 36 contains 1538 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 23548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148019200.000000 Penalty: 135747.500000
Iteration 116Q: 40 clusters Score -1.480192e+08 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 193299 members 
Mstep: Class 2 contains 93332 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 60973 members 
Mstep: Class 6 contains 3370 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42364 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32702 members 
Mstep: Class 11 contains 11131 members 
Mstep: Class 12 contains 21912 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 3217 members 
Mstep: Class 15 contains 17638 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13481 members 
Mstep: Class 19 contains 65077 members 
Mstep: Class 20 contains 13965 members 
Mstep: Class 21 contains 22005 members 
Mstep: Class 22 contains 8832 members 
Mstep: Class 23 contains 6672 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57295 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 5980 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 252083 members 
Mstep: Class 32 contains 9012 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2150 members 
Mstep: Class 35 contains 259325 members 
Mstep: Class 36 contains 1539 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 23927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148019392.000000 Penalty: 135747.500000
Iteration 117Q: 40 clusters Score -1.480194e+08 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 193290 members 
Mstep: Class 2 contains 93272 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 60970 members 
Mstep: Class 6 contains 3368 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42361 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32703 members 
Mstep: Class 11 contains 11129 members 
Mstep: Class 12 contains 21901 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 3183 members 
Mstep: Class 15 contains 17639 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13487 members 
Mstep: Class 19 contains 64855 members 
Mstep: Class 20 contains 13955 members 
Mstep: Class 21 contains 22079 members 
Mstep: Class 22 contains 8845 members 
Mstep: Class 23 contains 6675 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57306 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 5982 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 252079 members 
Mstep: Class 32 contains 9044 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2154 members 
Mstep: Class 35 contains 259156 members 
Mstep: Class 36 contains 1538 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 24312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148019328.000000 Penalty: 135747.500000
Iteration 118Q: 40 clusters Score -1.480193e+08 nChanged 2013
Entering ConstructFrom: 
Score: -148019328.000000 Penalty: 135747.500000
Entering ConstructFrom: 
Trying to split cluster 1 (193239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193239 members 
Entering Unmasked Estep 
Score: -23454234.000000 Penalty: 3018.577393
	Iteration 0F: 2 clusters Score -2.345423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96621 members 
Mstep: Class 2 contains 96618 members 
Entering Unmasked Estep 
Score: -23326482.000000 Penalty: 6037.154785
	Iteration 0F: 3 clusters Score -2.332648e+07 nChanged 92901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95470 members 
Mstep: Class 2 contains 97769 members 
Entering Unmasked Estep 
Score: -23380510.000000 Penalty: 6037.154785
	Iteration 1F: 3 clusters Score -2.338051e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95072 members 
Mstep: Class 2 contains 98167 members 
Entering Unmasked Estep 
Score: -23381320.000000 Penalty: 6037.154785
	Iteration 2Q: 3 clusters Score -2.338132e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94423 members 
Mstep: Class 2 contains 98816 members 
Entering Unmasked Estep 
Score: -23382016.000000 Penalty: 6037.154785
	Iteration 3Q: 3 clusters Score -2.338202e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93401 members 
Mstep: Class 2 contains 99838 members 
Entering Unmasked Estep 
Score: -23382650.000000 Penalty: 6037.154785
	Iteration 4Q: 3 clusters Score -2.338265e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91764 members 
Mstep: Class 2 contains 101475 members 
Entering Unmasked Estep 
Score: -23383172.000000 Penalty: 6037.154785
	Iteration 5Q: 3 clusters Score -2.338317e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89308 members 
Mstep: Class 2 contains 103931 members 
Entering Unmasked Estep 
Score: -23384060.000000 Penalty: 6037.154785
	Iteration 6Q: 3 clusters Score -2.338406e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85729 members 
Mstep: Class 2 contains 107510 members 
Entering Unmasked Estep 
Score: -23385270.000000 Penalty: 6037.154785
	Iteration 7Q: 3 clusters Score -2.338527e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80297 members 
Mstep: Class 2 contains 112942 members 
Entering Unmasked Estep 
Score: -23387180.000000 Penalty: 6037.154785
	Iteration 8Q: 3 clusters Score -2.338718e+07 nChanged 8547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72218 members 
Mstep: Class 2 contains 121021 members 
Entering Unmasked Estep 
Score: -23391066.000000 Penalty: 6037.154785
	Iteration 9Q: 3 clusters Score -2.339107e+07 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60616 members 
Mstep: Class 2 contains 132623 members 
Entering Unmasked Estep 
Score: -23398420.000000 Penalty: 6037.154785
	Iteration 10F: 3 clusters Score -2.339842e+07 nChanged 15185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 147626 members 
Entering Unmasked Estep 
Score: -23410400.000000 Penalty: 6037.154785
	Iteration 11F: 3 clusters Score -2.34104e+07 nChanged 16490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 164018 members 
Entering Unmasked Estep 
Score: -23425226.000000 Penalty: 6037.154785
	Iteration 12F: 3 clusters Score -2.342523e+07 nChanged 13617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 177591 members 
Entering Unmasked Estep 
Score: -23438408.000000 Penalty: 6037.154785
	Iteration 13F: 3 clusters Score -2.343841e+07 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 185914 members 
Entering Unmasked Estep 
Score: -23446018.000000 Penalty: 6037.154785
	Iteration 14Q: 3 clusters Score -2.344602e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 189865 members 
Entering Unmasked Estep 
Score: -23449248.000000 Penalty: 6037.154785
	Iteration 15Q: 3 clusters Score -2.344925e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 191569 members 
Entering Unmasked Estep 
Score: -23450682.000000 Penalty: 6037.154785
	Iteration 16Q: 3 clusters Score -2.345068e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 192211 members 
Entering Unmasked Estep 
Score: -23451206.000000 Penalty: 6037.154785
	Iteration 17Q: 3 clusters Score -2.345121e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 192463 members 
Entering Unmasked Estep 
Score: -23451426.000000 Penalty: 6037.154785
	Iteration 18Q: 3 clusters Score -2.345143e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 192578 members 
Entering Unmasked Estep 
Score: -23451574.000000 Penalty: 6037.154785
	Iteration 19Q: 3 clusters Score -2.345157e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 192640 members 
Entering Unmasked Estep 
Score: -23451600.000000 Penalty: 6037.154785
	Iteration 20F: 3 clusters Score -2.34516e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 192682 members 
Entering Unmasked Estep 
Score: -23451602.000000 Penalty: 6037.154785
	Iteration 21Q: 3 clusters Score -2.34516e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 192702 members 
Entering Unmasked Estep 
Score: -23451646.000000 Penalty: 6037.154785
	Iteration 22Q: 3 clusters Score -2.345165e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 192718 members 
Entering Unmasked Estep 
Score: -23451650.000000 Penalty: 6037.154785
	Iteration 23Q: 3 clusters Score -2.345165e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 192734 members 
Entering Unmasked Estep 
Score: -23451660.000000 Penalty: 6037.154785
	Iteration 24Q: 3 clusters Score -2.345166e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 192738 members 
Entering Unmasked Estep 
Score: -23451656.000000 Penalty: 6037.154785
	Iteration 25Q: 3 clusters Score -2.345166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 192741 members 
Entering Unmasked Estep 
Score: -23451670.000000 Penalty: 6037.154785
	Iteration 26Q: 3 clusters Score -2.345167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 192747 members 
Entering Unmasked Estep 
Score: -23451678.000000 Penalty: 6037.154785
	Iteration 27Q: 3 clusters Score -2.345168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 192752 members 
Entering Unmasked Estep 
Score: -23451672.000000 Penalty: 6037.154785
	Iteration 28Q: 3 clusters Score -2.345167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 192753 members 
Entering Unmasked Estep 
Score: -23451670.000000 Penalty: 6037.154785
	Iteration 29Q: 3 clusters Score -2.345167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 192756 members 
Entering Unmasked Estep 
Score: -23451670.000000 Penalty: 6037.154785
	Iteration 30Q: 3 clusters Score -2.345167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 192760 members 
Entering Unmasked Estep 
Score: -23451652.000000 Penalty: 6037.154785
	Iteration 31Q: 3 clusters Score -2.345165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 192761 members 
Entering Unmasked Estep 
Score: -23451654.000000 Penalty: 6037.154785
	Iteration 32Q: 3 clusters Score -2.345165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 192764 members 
Entering Unmasked Estep 
Score: -23451674.000000 Penalty: 6037.154785
	Iteration 33Q: 3 clusters Score -2.345167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 192764 members 
Entering Unmasked Estep 
Score: -23451668.000000 Penalty: 6037.154785
	Iteration 34Q: 3 clusters Score -2.345167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 192764 members 
Entering Unmasked Estep 
Score: -23451668.000000 Penalty: 6037.154785
	Iteration 35F: 3 clusters Score -2.345167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (93220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93220 members 
Entering Unmasked Estep 
Score: -11299152.000000 Penalty: 2837.793945
	Iteration 0F: 2 clusters Score -1.129915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -11236409.000000 Penalty: 5675.587891
	Iteration 0F: 3 clusters Score -1.123641e+07 nChanged 44107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -11261366.000000 Penalty: 5675.587891
	Iteration 1F: 3 clusters Score -1.126137e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -11261860.000000 Penalty: 5675.587891
	Iteration 2Q: 3 clusters Score -1.126186e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -11262273.000000 Penalty: 5675.587891
	Iteration 3Q: 3 clusters Score -1.126227e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 49342 members 
Entering Unmasked Estep 
Score: -11262808.000000 Penalty: 5675.587891
	Iteration 4Q: 3 clusters Score -1.126281e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -11263499.000000 Penalty: 5675.587891
	Iteration 5Q: 3 clusters Score -1.12635e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -11264319.000000 Penalty: 5675.587891
	Iteration 6Q: 3 clusters Score -1.126432e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -11265514.000000 Penalty: 5675.587891
	Iteration 7Q: 3 clusters Score -1.126551e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -11267718.000000 Penalty: 5675.587891
	Iteration 8Q: 3 clusters Score -1.126772e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 66619 members 
Entering Unmasked Estep 
Score: -11271667.000000 Penalty: 5675.587891
	Iteration 9F: 3 clusters Score -1.127167e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 74319 members 
Entering Unmasked Estep 
Score: -11277975.000000 Penalty: 5675.587891
	Iteration 10F: 3 clusters Score -1.127798e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 82449 members 
Entering Unmasked Estep 
Score: -11285786.000000 Penalty: 5675.587891
	Iteration 11F: 3 clusters Score -1.128579e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 88731 members 
Entering Unmasked Estep 
Score: -11292155.000000 Penalty: 5675.587891
	Iteration 12F: 3 clusters Score -1.129216e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 91791 members 
Entering Unmasked Estep 
Score: -11295132.000000 Penalty: 5675.587891
	Iteration 13Q: 3 clusters Score -1.129513e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 92765 members 
Entering Unmasked Estep 
Score: -11296105.000000 Penalty: 5675.587891
	Iteration 14Q: 3 clusters Score -1.12961e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 92978 members 
Entering Unmasked Estep 
Score: -11296363.000000 Penalty: 5675.587891
	Iteration 15Q: 3 clusters Score -1.129636e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 93030 members 
Entering Unmasked Estep 
Score: -11296463.000000 Penalty: 5675.587891
	Iteration 16Q: 3 clusters Score -1.129646e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 93049 members 
Entering Unmasked Estep 
Score: -11296516.000000 Penalty: 5675.587891
	Iteration 17Q: 3 clusters Score -1.129652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 93060 members 
Entering Unmasked Estep 
Score: -11296538.000000 Penalty: 5675.587891
	Iteration 18Q: 3 clusters Score -1.129654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 93064 members 
Entering Unmasked Estep 
Score: -11296571.000000 Penalty: 5675.587891
	Iteration 19Q: 3 clusters Score -1.129657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 93067 members 
Entering Unmasked Estep 
Score: -11296578.000000 Penalty: 5675.587891
	Iteration 20F: 3 clusters Score -1.129658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Entering Unmasked Estep 
Score: -284678.218750 Penalty: 1936.161621
	Iteration 0F: 2 clusters Score -284678.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -281808.468750 Penalty: 3872.323242
	Iteration 0F: 3 clusters Score -281808.5 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -282347.531250 Penalty: 3872.323242
	Iteration 1F: 3 clusters Score -282347.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -282464.781250 Penalty: 3872.323242
	Iteration 2F: 3 clusters Score -282464.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -282528.531250 Penalty: 3872.323242
	Iteration 3Q: 3 clusters Score -282528.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -282573.906250 Penalty: 3872.323242
	Iteration 4Q: 3 clusters Score -282573.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -282615.562500 Penalty: 3872.323242
	Iteration 5Q: 3 clusters Score -282615.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -282660.843750 Penalty: 3872.323242
	Iteration 6Q: 3 clusters Score -282660.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -282707.156250 Penalty: 3872.323242
	Iteration 7Q: 3 clusters Score -282707.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -282757.312500 Penalty: 3872.323242
	Iteration 8Q: 3 clusters Score -282757.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -282804.218750 Penalty: 3872.323242
	Iteration 9Q: 3 clusters Score -282804.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -282851.000000 Penalty: 3872.323242
	Iteration 10Q: 3 clusters Score -282851 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -282905.468750 Penalty: 3872.323242
	Iteration 11Q: 3 clusters Score -282905.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -282948.531250 Penalty: 3872.323242
	Iteration 12Q: 3 clusters Score -282948.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -283006.468750 Penalty: 3872.323242
	Iteration 13Q: 3 clusters Score -283006.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -283117.093750 Penalty: 3872.323242
	Iteration 14Q: 3 clusters Score -283117.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -283220.062500 Penalty: 3872.323242
	Iteration 15Q: 3 clusters Score -283220.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -283335.312500 Penalty: 3872.323242
	Iteration 16Q: 3 clusters Score -283335.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -283429.375000 Penalty: 3872.323242
	Iteration 17Q: 3 clusters Score -283429.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -283511.625000 Penalty: 3872.323242
	Iteration 18Q: 3 clusters Score -283511.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -283595.625000 Penalty: 3872.323242
	Iteration 19Q: 3 clusters Score -283595.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -283681.718750 Penalty: 3872.323242
	Iteration 20F: 3 clusters Score -283681.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -283749.718750 Penalty: 3872.323242
	Iteration 21Q: 3 clusters Score -283749.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -283826.718750 Penalty: 3872.323242
	Iteration 22Q: 3 clusters Score -283826.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -283891.500000 Penalty: 3872.323242
	Iteration 23Q: 3 clusters Score -283891.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -283927.593750 Penalty: 3872.323242
	Iteration 24Q: 3 clusters Score -283927.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -283961.250000 Penalty: 3872.323242
	Iteration 25Q: 3 clusters Score -283961.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -284015.281250 Penalty: 3872.323242
	Iteration 26Q: 3 clusters Score -284015.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -284073.843750 Penalty: 3872.323242
	Iteration 27Q: 3 clusters Score -284073.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -284121.000000 Penalty: 3872.323242
	Iteration 28Q: 3 clusters Score -284121 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -284159.500000 Penalty: 3872.323242
	Iteration 29Q: 3 clusters Score -284159.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -284173.562500 Penalty: 3872.323242
	Iteration 30Q: 3 clusters Score -284173.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -284181.875000 Penalty: 3872.323242
	Iteration 31Q: 3 clusters Score -284181.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -284185.875000 Penalty: 3872.323242
	Iteration 32Q: 3 clusters Score -284185.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -284189.812500 Penalty: 3872.323242
	Iteration 33Q: 3 clusters Score -284189.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -284193.500000 Penalty: 3872.323242
	Iteration 34Q: 3 clusters Score -284193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -284194.125000 Penalty: 3872.323242
	Iteration 35Q: 3 clusters Score -284194.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -284195.250000 Penalty: 3872.323242
	Iteration 36Q: 3 clusters Score -284195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -284196.656250 Penalty: 3872.323242
	Iteration 37Q: 3 clusters Score -284196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -284197.375000 Penalty: 3872.323242
	Iteration 38Q: 3 clusters Score -284197.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -284197.812500 Penalty: 3872.323242
	Iteration 39Q: 3 clusters Score -284197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -284198.281250 Penalty: 3872.323242
	Iteration 40F: 3 clusters Score -284198.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -207393.281250 Penalty: 1856.958008
	Iteration 0F: 2 clusters Score -207393.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -204942.015625 Penalty: 3713.916016
	Iteration 0F: 3 clusters Score -204942 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -205356.062500 Penalty: 3713.916016
	Iteration 1F: 3 clusters Score -205356.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -205636.125000 Penalty: 3713.916016
	Iteration 2F: 3 clusters Score -205636.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -205983.593750 Penalty: 3713.916016
	Iteration 3F: 3 clusters Score -205983.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -206290.062500 Penalty: 3713.916016
	Iteration 4F: 3 clusters Score -206290.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -206485.453125 Penalty: 3713.916016
	Iteration 5F: 3 clusters Score -206485.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -206636.750000 Penalty: 3713.916016
	Iteration 6Q: 3 clusters Score -206636.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -206750.750000 Penalty: 3713.916016
	Iteration 7Q: 3 clusters Score -206750.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -206854.843750 Penalty: 3713.916016
	Iteration 8Q: 3 clusters Score -206854.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -206957.000000 Penalty: 3713.916016
	Iteration 9Q: 3 clusters Score -206957 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -207061.156250 Penalty: 3713.916016
	Iteration 10Q: 3 clusters Score -207061.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -207174.265625 Penalty: 3713.916016
	Iteration 11Q: 3 clusters Score -207174.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -207288.921875 Penalty: 3713.916016
	Iteration 12Q: 3 clusters Score -207288.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -207400.031250 Penalty: 3713.916016
	Iteration 13Q: 3 clusters Score -207400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -207531.781250 Penalty: 3713.916016
	Iteration 14Q: 3 clusters Score -207531.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -207630.687500 Penalty: 3713.916016
	Iteration 15Q: 3 clusters Score -207630.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -207746.187500 Penalty: 3713.916016
	Iteration 16Q: 3 clusters Score -207746.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -207800.484375 Penalty: 3713.916016
	Iteration 17Q: 3 clusters Score -207800.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -207806.265625 Penalty: 3713.916016
	Iteration 18Q: 3 clusters Score -207806.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -207806.265625 Penalty: 3713.916016
	Iteration 19F: 3 clusters Score -207806.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 193239 members 
Mstep: Class 2 contains 93220 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 236 members 
Mstep: Class 5 contains 60964 members 
Mstep: Class 6 contains 3366 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42353 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32699 members 
Mstep: Class 11 contains 11122 members 
Mstep: Class 12 contains 21893 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 3132 members 
Mstep: Class 15 contains 17639 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13496 members 
Mstep: Class 19 contains 64672 members 
Mstep: Class 20 contains 13943 members 
Mstep: Class 21 contains 22149 members 
Mstep: Class 22 contains 8852 members 
Mstep: Class 23 contains 6678 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57328 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 5985 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 252027 members 
Mstep: Class 32 contains 9070 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2158 members 
Mstep: Class 35 contains 259038 members 
Mstep: Class 36 contains 1538 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 24721 members 
Mstep: Class 40 contains 1550 members 
Entering Unmasked Estep 
Score: -148018384.000000 Penalty: 139228.203125
Splitting cluster 4 changes total score from -148019328.000000 to -148018384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (60964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60964 members 
Entering Unmasked Estep 
Score: -7501923.500000 Penalty: 2732.473633
	Iteration 0F: 2 clusters Score -7501924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -7460929.000000 Penalty: 5464.947266
	Iteration 0F: 3 clusters Score -7460929 nChanged 28495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -7476999.000000 Penalty: 5464.947266
	Iteration 1F: 3 clusters Score -7476999 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -7477799.000000 Penalty: 5464.947266
	Iteration 2Q: 3 clusters Score -7477799 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -7478813.000000 Penalty: 5464.947266
	Iteration 3Q: 3 clusters Score -7478813 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -7480191.500000 Penalty: 5464.947266
	Iteration 4Q: 3 clusters Score -7480192 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -7481934.500000 Penalty: 5464.947266
	Iteration 5F: 3 clusters Score -7481934 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -7483986.500000 Penalty: 5464.947266
	Iteration 6F: 3 clusters Score -7483986 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -7486070.500000 Penalty: 5464.947266
	Iteration 7F: 3 clusters Score -7486070 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -7487988.000000 Penalty: 5464.947266
	Iteration 8F: 3 clusters Score -7487988 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -7489780.500000 Penalty: 5464.947266
	Iteration 9F: 3 clusters Score -7489780 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -7491393.500000 Penalty: 5464.947266
	Iteration 10Q: 3 clusters Score -7491394 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -7493108.500000 Penalty: 5464.947266
	Iteration 11Q: 3 clusters Score -7493108 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -7494645.000000 Penalty: 5464.947266
	Iteration 12Q: 3 clusters Score -7494645 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -7495824.000000 Penalty: 5464.947266
	Iteration 13Q: 3 clusters Score -7495824 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -7496759.500000 Penalty: 5464.947266
	Iteration 14Q: 3 clusters Score -7496760 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 56071 members 
Entering Unmasked Estep 
Score: -7497433.000000 Penalty: 5464.947266
	Iteration 15Q: 3 clusters Score -7497433 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 56871 members 
Entering Unmasked Estep 
Score: -7497941.500000 Penalty: 5464.947266
	Iteration 16Q: 3 clusters Score -7497942 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -7498317.000000 Penalty: 5464.947266
	Iteration 17Q: 3 clusters Score -7498317 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -7498587.500000 Penalty: 5464.947266
	Iteration 18Q: 3 clusters Score -7498588 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 58348 members 
Entering Unmasked Estep 
Score: -7498784.500000 Penalty: 5464.947266
	Iteration 19Q: 3 clusters Score -7498784 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -7498929.500000 Penalty: 5464.947266
	Iteration 20F: 3 clusters Score -7498930 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -7499026.000000 Penalty: 5464.947266
	Iteration 21Q: 3 clusters Score -7499026 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 59087 members 
Entering Unmasked Estep 
Score: -7499155.000000 Penalty: 5464.947266
	Iteration 22Q: 3 clusters Score -7499155 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -7499226.000000 Penalty: 5464.947266
	Iteration 23Q: 3 clusters Score -7499226 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
Score: -7499304.000000 Penalty: 5464.947266
	Iteration 24Q: 3 clusters Score -7499304 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 59484 members 
Entering Unmasked Estep 
Score: -7499354.500000 Penalty: 5464.947266
	Iteration 25Q: 3 clusters Score -7499354 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 59576 members 
Entering Unmasked Estep 
Score: -7499400.000000 Penalty: 5464.947266
	Iteration 26Q: 3 clusters Score -7499400 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 59652 members 
Entering Unmasked Estep 
Score: -7499433.000000 Penalty: 5464.947266
	Iteration 27Q: 3 clusters Score -7499433 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -7499463.000000 Penalty: 5464.947266
	Iteration 28Q: 3 clusters Score -7499463 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -7499480.500000 Penalty: 5464.947266
	Iteration 29Q: 3 clusters Score -7499480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -7499494.000000 Penalty: 5464.947266
	Iteration 30Q: 3 clusters Score -7499494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 59848 members 
Entering Unmasked Estep 
Score: -7499505.500000 Penalty: 5464.947266
	Iteration 31Q: 3 clusters Score -7499506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -7499521.000000 Penalty: 5464.947266
	Iteration 32Q: 3 clusters Score -7499521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -7499532.500000 Penalty: 5464.947266
	Iteration 33Q: 3 clusters Score -7499532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
Score: -7499540.000000 Penalty: 5464.947266
	Iteration 34Q: 3 clusters Score -7499540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
Score: -7499549.000000 Penalty: 5464.947266
	Iteration 35Q: 3 clusters Score -7499549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -7499552.000000 Penalty: 5464.947266
	Iteration 36Q: 3 clusters Score -7499552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 59985 members 
Entering Unmasked Estep 
Score: -7499574.500000 Penalty: 5464.947266
	Iteration 37Q: 3 clusters Score -7499574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 60004 members 
Entering Unmasked Estep 
Score: -7499580.500000 Penalty: 5464.947266
	Iteration 38Q: 3 clusters Score -7499580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 60016 members 
Entering Unmasked Estep 
Score: -7499586.500000 Penalty: 5464.947266
	Iteration 39Q: 3 clusters Score -7499586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 60022 members 
Entering Unmasked Estep 
Score: -7499581.500000 Penalty: 5464.947266
	Iteration 40F: 3 clusters Score -7499582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 60028 members 
Entering Unmasked Estep 
Score: -7499581.000000 Penalty: 5464.947266
	Iteration 41Q: 3 clusters Score -7499581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 60038 members 
Entering Unmasked Estep 
Score: -7499582.500000 Penalty: 5464.947266
	Iteration 42Q: 3 clusters Score -7499582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 60041 members 
Entering Unmasked Estep 
Score: -7499587.500000 Penalty: 5464.947266
	Iteration 43Q: 3 clusters Score -7499588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 60050 members 
Entering Unmasked Estep 
Score: -7499590.000000 Penalty: 5464.947266
	Iteration 44Q: 3 clusters Score -7499590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 60053 members 
Entering Unmasked Estep 
Score: -7499584.500000 Penalty: 5464.947266
	Iteration 45Q: 3 clusters Score -7499584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 60053 members 
Entering Unmasked Estep 
Score: -7499584.500000 Penalty: 5464.947266
	Iteration 46F: 3 clusters Score -7499584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Entering Unmasked Estep 
Score: -383234.000000 Penalty: 2014.127075
	Iteration 0F: 2 clusters Score -383234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -379728.875000 Penalty: 4028.254150
	Iteration 0F: 3 clusters Score -379728.9 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -380535.250000 Penalty: 4028.254150
	Iteration 1F: 3 clusters Score -380535.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -380784.375000 Penalty: 4028.254150
	Iteration 2F: 3 clusters Score -380784.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -381025.843750 Penalty: 4028.254150
	Iteration 3F: 3 clusters Score -381025.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -381352.000000 Penalty: 4028.254150
	Iteration 4F: 3 clusters Score -381352 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -381758.281250 Penalty: 4028.254150
	Iteration 5F: 3 clusters Score -381758.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -382109.187500 Penalty: 4028.254150
	Iteration 6F: 3 clusters Score -382109.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -382312.937500 Penalty: 4028.254150
	Iteration 7F: 3 clusters Score -382312.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -382438.437500 Penalty: 4028.254150
	Iteration 8Q: 3 clusters Score -382438.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -382506.750000 Penalty: 4028.254150
	Iteration 9Q: 3 clusters Score -382506.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -382564.625000 Penalty: 4028.254150
	Iteration 10Q: 3 clusters Score -382564.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -382605.062500 Penalty: 4028.254150
	Iteration 11Q: 3 clusters Score -382605.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -382631.062500 Penalty: 4028.254150
	Iteration 12Q: 3 clusters Score -382631.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -382639.406250 Penalty: 4028.254150
	Iteration 13Q: 3 clusters Score -382639.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -382645.062500 Penalty: 4028.254150
	Iteration 14Q: 3 clusters Score -382645.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -382649.750000 Penalty: 4028.254150
	Iteration 15Q: 3 clusters Score -382649.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -382651.718750 Penalty: 4028.254150
	Iteration 16Q: 3 clusters Score -382651.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -382652.843750 Penalty: 4028.254150
	Iteration 17Q: 3 clusters Score -382652.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -382654.250000 Penalty: 4028.254150
	Iteration 18Q: 3 clusters Score -382654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -382654.906250 Penalty: 4028.254150
	Iteration 19Q: 3 clusters Score -382654.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -382656.125000 Penalty: 4028.254150
	Iteration 20F: 3 clusters Score -382656.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -382657.031250 Penalty: 4028.254150
	Iteration 21Q: 3 clusters Score -382657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -382659.093750 Penalty: 4028.254150
	Iteration 22Q: 3 clusters Score -382659.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -382660.406250 Penalty: 4028.254150
	Iteration 23Q: 3 clusters Score -382660.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -382660.406250 Penalty: 4028.254150
	Iteration 24F: 3 clusters Score -382660.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -203070.796875 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -203070.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -200647.093750 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -200647.1 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -201031.937500 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -201031.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -201158.046875 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -201158 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -201198.140625 Penalty: 3673.427246
	Iteration 3Q: 3 clusters Score -201198.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -201216.000000 Penalty: 3673.427246
	Iteration 4Q: 3 clusters Score -201216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -201225.640625 Penalty: 3673.427246
	Iteration 5Q: 3 clusters Score -201225.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -201230.531250 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -201230.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -201233.703125 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -201233.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -201238.250000 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -201238.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -201243.531250 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -201243.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -201250.562500 Penalty: 3673.427246
	Iteration 10Q: 3 clusters Score -201250.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -201254.984375 Penalty: 3673.427246
	Iteration 11Q: 3 clusters Score -201255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -201257.781250 Penalty: 3673.427246
	Iteration 12Q: 3 clusters Score -201257.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -201258.109375 Penalty: 3673.427246
	Iteration 13Q: 3 clusters Score -201258.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -201259.546875 Penalty: 3673.427246
	Iteration 14Q: 3 clusters Score -201259.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -201260.015625 Penalty: 3673.427246
	Iteration 15Q: 3 clusters Score -201260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -201260.015625 Penalty: 3673.427246
	Iteration 16F: 3 clusters Score -201260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Entering Unmasked Estep 
Score: -5077040.500000 Penalty: 2642.140869
	Iteration 0F: 2 clusters Score -5077040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -5048384.000000 Penalty: 5284.281738
	Iteration 0F: 3 clusters Score -5048384 nChanged 19363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -5059227.000000 Penalty: 5284.281738
	Iteration 1F: 3 clusters Score -5059227 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -5059914.500000 Penalty: 5284.281738
	Iteration 2Q: 3 clusters Score -5059914 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -5060590.000000 Penalty: 5284.281738
	Iteration 3Q: 3 clusters Score -5060590 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -5061439.000000 Penalty: 5284.281738
	Iteration 4Q: 3 clusters Score -5061439 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -5062477.500000 Penalty: 5284.281738
	Iteration 5Q: 3 clusters Score -5062478 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -5063788.000000 Penalty: 5284.281738
	Iteration 6F: 3 clusters Score -5063788 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -5065395.500000 Penalty: 5284.281738
	Iteration 7F: 3 clusters Score -5065396 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -5067205.500000 Penalty: 5284.281738
	Iteration 8F: 3 clusters Score -5067206 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -5068914.500000 Penalty: 5284.281738
	Iteration 9F: 3 clusters Score -5068914 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -5070163.000000 Penalty: 5284.281738
	Iteration 10Q: 3 clusters Score -5070163 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -5071041.500000 Penalty: 5284.281738
	Iteration 11Q: 3 clusters Score -5071042 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -5071740.000000 Penalty: 5284.281738
	Iteration 12Q: 3 clusters Score -5071740 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -5072441.000000 Penalty: 5284.281738
	Iteration 13Q: 3 clusters Score -5072441 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -5073154.000000 Penalty: 5284.281738
	Iteration 14Q: 3 clusters Score -5073154 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -5073853.000000 Penalty: 5284.281738
	Iteration 15Q: 3 clusters Score -5073853 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -5074394.500000 Penalty: 5284.281738
	Iteration 16Q: 3 clusters Score -5074394 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -5074794.000000 Penalty: 5284.281738
	Iteration 17Q: 3 clusters Score -5074794 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -5075040.500000 Penalty: 5284.281738
	Iteration 18Q: 3 clusters Score -5075040 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -5075182.500000 Penalty: 5284.281738
	Iteration 19Q: 3 clusters Score -5075182 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -5075289.000000 Penalty: 5284.281738
	Iteration 20F: 3 clusters Score -5075289 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -5075338.500000 Penalty: 5284.281738
	Iteration 21Q: 3 clusters Score -5075338 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -5075372.500000 Penalty: 5284.281738
	Iteration 22Q: 3 clusters Score -5075372 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -5075385.000000 Penalty: 5284.281738
	Iteration 23Q: 3 clusters Score -5075385 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -5075410.500000 Penalty: 5284.281738
	Iteration 24Q: 3 clusters Score -5075410 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -5075423.500000 Penalty: 5284.281738
	Iteration 25Q: 3 clusters Score -5075424 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -5075436.000000 Penalty: 5284.281738
	Iteration 26Q: 3 clusters Score -5075436 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -5075442.000000 Penalty: 5284.281738
	Iteration 27Q: 3 clusters Score -5075442 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -5075442.500000 Penalty: 5284.281738
	Iteration 28Q: 3 clusters Score -5075442 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -5075439.500000 Penalty: 5284.281738
	Iteration 29Q: 3 clusters Score -5075440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -5075440.500000 Penalty: 5284.281738
	Iteration 30Q: 3 clusters Score -5075440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -5075447.000000 Penalty: 5284.281738
	Iteration 31Q: 3 clusters Score -5075447 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -5075448.500000 Penalty: 5284.281738
	Iteration 32Q: 3 clusters Score -5075448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -5075458.000000 Penalty: 5284.281738
	Iteration 33Q: 3 clusters Score -5075458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -5075461.000000 Penalty: 5284.281738
	Iteration 34Q: 3 clusters Score -5075461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -5075465.500000 Penalty: 5284.281738
	Iteration 35Q: 3 clusters Score -5075466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -5075476.500000 Penalty: 5284.281738
	Iteration 36Q: 3 clusters Score -5075476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -5075475.500000 Penalty: 5284.281738
	Iteration 37Q: 3 clusters Score -5075476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -5075472.500000 Penalty: 5284.281738
	Iteration 38Q: 3 clusters Score -5075472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -5075467.500000 Penalty: 5284.281738
	Iteration 39Q: 3 clusters Score -5075468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -5075469.500000 Penalty: 5284.281738
	Iteration 40F: 3 clusters Score -5075470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -5075469.000000 Penalty: 5284.281738
	Iteration 41Q: 3 clusters Score -5075469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -5075467.500000 Penalty: 5284.281738
	Iteration 42Q: 3 clusters Score -5075468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -5075467.000000 Penalty: 5284.281738
	Iteration 43Q: 3 clusters Score -5075467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -5075461.000000 Penalty: 5284.281738
	Iteration 44Q: 3 clusters Score -5075461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -5075462.000000 Penalty: 5284.281738
	Iteration 45Q: 3 clusters Score -5075462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -5075460.000000 Penalty: 5284.281738
	Iteration 46Q: 3 clusters Score -5075460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -5075465.500000 Penalty: 5284.281738
	Iteration 47Q: 3 clusters Score -5075466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -5075460.500000 Penalty: 5284.281738
	Iteration 48Q: 3 clusters Score -5075460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -5075460.500000 Penalty: 5284.281738
	Iteration 49F: 3 clusters Score -5075460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -19808.292969 Penalty: 1317.675171
	Iteration 0F: 2 clusters Score -19808.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18776.472656 Penalty: 2635.350342
	Iteration 0F: 3 clusters Score -18776.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18856.373047 Penalty: 2635.350342
	Iteration 1F: 3 clusters Score -18856.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18871.386719 Penalty: 2635.350342
	Iteration 2Q: 3 clusters Score -18871.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18876.556641 Penalty: 2635.350342
	Iteration 3Q: 3 clusters Score -18876.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18895.765625 Penalty: 2635.350342
	Iteration 4Q: 3 clusters Score -18895.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18902.337891 Penalty: 2635.350342
	Iteration 5Q: 3 clusters Score -18902.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -18902.337891 Penalty: 2635.350342
	Iteration 6F: 3 clusters Score -18902.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Entering Unmasked Estep 
Score: -3921977.000000 Penalty: 2577.984619
	Iteration 0F: 2 clusters Score -3921977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -3899640.250000 Penalty: 5155.969238
	Iteration 0F: 3 clusters Score -3899640 nChanged 14793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -3907761.000000 Penalty: 5155.969238
	Iteration 1F: 3 clusters Score -3907761 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -3908366.500000 Penalty: 5155.969238
	Iteration 2Q: 3 clusters Score -3908366 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -3909066.000000 Penalty: 5155.969238
	Iteration 3Q: 3 clusters Score -3909066 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3909833.750000 Penalty: 5155.969238
	Iteration 4F: 3 clusters Score -3909834 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -3910688.250000 Penalty: 5155.969238
	Iteration 5Q: 3 clusters Score -3910688 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -3911688.750000 Penalty: 5155.969238
	Iteration 6F: 3 clusters Score -3911689 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -3912870.750000 Penalty: 5155.969238
	Iteration 7F: 3 clusters Score -3912871 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3914192.500000 Penalty: 5155.969238
	Iteration 8F: 3 clusters Score -3914192 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3915620.750000 Penalty: 5155.969238
	Iteration 9F: 3 clusters Score -3915621 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -3916751.000000 Penalty: 5155.969238
	Iteration 10F: 3 clusters Score -3916751 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -3917484.750000 Penalty: 5155.969238
	Iteration 11Q: 3 clusters Score -3917485 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3917904.000000 Penalty: 5155.969238
	Iteration 12Q: 3 clusters Score -3917904 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -3918160.250000 Penalty: 5155.969238
	Iteration 13Q: 3 clusters Score -3918160 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3918295.750000 Penalty: 5155.969238
	Iteration 14Q: 3 clusters Score -3918296 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -3918374.750000 Penalty: 5155.969238
	Iteration 15Q: 3 clusters Score -3918375 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -3918433.750000 Penalty: 5155.969238
	Iteration 16Q: 3 clusters Score -3918434 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -3918489.750000 Penalty: 5155.969238
	Iteration 17Q: 3 clusters Score -3918490 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -3918507.500000 Penalty: 5155.969238
	Iteration 18Q: 3 clusters Score -3918508 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -3918549.500000 Penalty: 5155.969238
	Iteration 19Q: 3 clusters Score -3918550 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -3918564.250000 Penalty: 5155.969238
	Iteration 20F: 3 clusters Score -3918564 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -3918555.750000 Penalty: 5155.969238
	Iteration 21Q: 3 clusters Score -3918556 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -3918586.000000 Penalty: 5155.969238
	Iteration 22Q: 3 clusters Score -3918586 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3918577.500000 Penalty: 5155.969238
	Iteration 23Q: 3 clusters Score -3918578 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3918592.000000 Penalty: 5155.969238
	Iteration 24Q: 3 clusters Score -3918592 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -3918604.500000 Penalty: 5155.969238
	Iteration 25Q: 3 clusters Score -3918604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -3918604.500000 Penalty: 5155.969238
	Iteration 26Q: 3 clusters Score -3918604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -3918599.250000 Penalty: 5155.969238
	Iteration 27Q: 3 clusters Score -3918599 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3918606.000000 Penalty: 5155.969238
	Iteration 28Q: 3 clusters Score -3918606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3918613.250000 Penalty: 5155.969238
	Iteration 29Q: 3 clusters Score -3918613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3918621.500000 Penalty: 5155.969238
	Iteration 30Q: 3 clusters Score -3918622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -3918629.250000 Penalty: 5155.969238
	Iteration 31Q: 3 clusters Score -3918629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -3918629.750000 Penalty: 5155.969238
	Iteration 32Q: 3 clusters Score -3918630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -3918623.250000 Penalty: 5155.969238
	Iteration 33Q: 3 clusters Score -3918623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -3918629.750000 Penalty: 5155.969238
	Iteration 34Q: 3 clusters Score -3918630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -3918638.000000 Penalty: 5155.969238
	Iteration 35Q: 3 clusters Score -3918638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -3918648.250000 Penalty: 5155.969238
	Iteration 36Q: 3 clusters Score -3918648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -3918639.000000 Penalty: 5155.969238
	Iteration 37Q: 3 clusters Score -3918639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -3918636.750000 Penalty: 5155.969238
	Iteration 38Q: 3 clusters Score -3918637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -3918641.750000 Penalty: 5155.969238
	Iteration 39Q: 3 clusters Score -3918642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -3918636.250000 Penalty: 5155.969238
	Iteration 40F: 3 clusters Score -3918636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3918633.000000 Penalty: 5155.969238
	Iteration 41Q: 3 clusters Score -3918633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -3918629.500000 Penalty: 5155.969238
	Iteration 42Q: 3 clusters Score -3918630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3918629.750000 Penalty: 5155.969238
	Iteration 43Q: 3 clusters Score -3918630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3918629.250000 Penalty: 5155.969238
	Iteration 44Q: 3 clusters Score -3918629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -3918630.000000 Penalty: 5155.969238
	Iteration 45Q: 3 clusters Score -3918630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3918633.500000 Penalty: 5155.969238
	Iteration 46Q: 3 clusters Score -3918634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3918631.750000 Penalty: 5155.969238
	Iteration 47Q: 3 clusters Score -3918632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3918634.750000 Penalty: 5155.969238
	Iteration 48Q: 3 clusters Score -3918635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -3918630.000000 Penalty: 5155.969238
	Iteration 49Q: 3 clusters Score -3918630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -3918633.500000 Penalty: 5155.969238
	Iteration 50Q: 3 clusters Score -3918634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -3918633.250000 Penalty: 5155.969238
	Iteration 51Q: 3 clusters Score -3918633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -3918637.000000 Penalty: 5155.969238
	Iteration 52Q: 3 clusters Score -3918637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -3918634.000000 Penalty: 5155.969238
	Iteration 53Q: 3 clusters Score -3918634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -3918636.250000 Penalty: 5155.969238
	Iteration 54Q: 3 clusters Score -3918636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3918632.500000 Penalty: 5155.969238
	Iteration 55Q: 3 clusters Score -3918632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3918639.000000 Penalty: 5155.969238
	Iteration 56Q: 3 clusters Score -3918639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -3918643.500000 Penalty: 5155.969238
	Iteration 57Q: 3 clusters Score -3918644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3918641.250000 Penalty: 5155.969238
	Iteration 58Q: 3 clusters Score -3918641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -3918643.000000 Penalty: 5155.969238
	Iteration 59Q: 3 clusters Score -3918643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -3918642.500000 Penalty: 5155.969238
	Iteration 60F: 3 clusters Score -3918642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -3918645.500000 Penalty: 5155.969238
	Iteration 61Q: 3 clusters Score -3918646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3918645.500000 Penalty: 5155.969238
	Iteration 62Q: 3 clusters Score -3918646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3918645.250000 Penalty: 5155.969238
	Iteration 63Q: 3 clusters Score -3918645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -3918641.500000 Penalty: 5155.969238
	Iteration 64Q: 3 clusters Score -3918642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -3918642.500000 Penalty: 5155.969238
	Iteration 65Q: 3 clusters Score -3918642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -3918642.500000 Penalty: 5155.969238
	Iteration 66F: 3 clusters Score -3918642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Entering Unmasked Estep 
Score: -1313548.750000 Penalty: 2310.536621
	Iteration 0F: 2 clusters Score -1313549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1305248.250000 Penalty: 4621.073242
	Iteration 0F: 3 clusters Score -1305248 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1307708.875000 Penalty: 4621.073242
	Iteration 1F: 3 clusters Score -1307709 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1308190.500000 Penalty: 4621.073242
	Iteration 2F: 3 clusters Score -1308190 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1308808.500000 Penalty: 4621.073242
	Iteration 3F: 3 clusters Score -1308808 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1309509.250000 Penalty: 4621.073242
	Iteration 4F: 3 clusters Score -1309509 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1310198.750000 Penalty: 4621.073242
	Iteration 5F: 3 clusters Score -1310199 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1310879.875000 Penalty: 4621.073242
	Iteration 6F: 3 clusters Score -1310880 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1311411.125000 Penalty: 4621.073242
	Iteration 7F: 3 clusters Score -1311411 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1311792.250000 Penalty: 4621.073242
	Iteration 8Q: 3 clusters Score -1311792 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1312025.875000 Penalty: 4621.073242
	Iteration 9Q: 3 clusters Score -1312026 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1312156.750000 Penalty: 4621.073242
	Iteration 10Q: 3 clusters Score -1312157 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1312241.000000 Penalty: 4621.073242
	Iteration 11Q: 3 clusters Score -1312241 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1312303.250000 Penalty: 4621.073242
	Iteration 12Q: 3 clusters Score -1312303 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1312356.375000 Penalty: 4621.073242
	Iteration 13Q: 3 clusters Score -1312356 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1312400.375000 Penalty: 4621.073242
	Iteration 14Q: 3 clusters Score -1312400 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1312423.125000 Penalty: 4621.073242
	Iteration 15Q: 3 clusters Score -1312423 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1312445.750000 Penalty: 4621.073242
	Iteration 16Q: 3 clusters Score -1312446 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1312472.125000 Penalty: 4621.073242
	Iteration 17Q: 3 clusters Score -1312472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1312490.250000 Penalty: 4621.073242
	Iteration 18Q: 3 clusters Score -1312490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1312505.625000 Penalty: 4621.073242
	Iteration 19Q: 3 clusters Score -1312506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1312524.750000 Penalty: 4621.073242
	Iteration 20F: 3 clusters Score -1312525 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1312538.750000 Penalty: 4621.073242
	Iteration 21Q: 3 clusters Score -1312539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1312556.875000 Penalty: 4621.073242
	Iteration 22Q: 3 clusters Score -1312557 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1312572.625000 Penalty: 4621.073242
	Iteration 23Q: 3 clusters Score -1312573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1312586.625000 Penalty: 4621.073242
	Iteration 24Q: 3 clusters Score -1312587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1312599.750000 Penalty: 4621.073242
	Iteration 25Q: 3 clusters Score -1312600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1312616.500000 Penalty: 4621.073242
	Iteration 26Q: 3 clusters Score -1312616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1312635.625000 Penalty: 4621.073242
	Iteration 27Q: 3 clusters Score -1312636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1312644.750000 Penalty: 4621.073242
	Iteration 28Q: 3 clusters Score -1312645 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1312658.250000 Penalty: 4621.073242
	Iteration 29Q: 3 clusters Score -1312658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1312673.125000 Penalty: 4621.073242
	Iteration 30Q: 3 clusters Score -1312673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1312683.500000 Penalty: 4621.073242
	Iteration 31Q: 3 clusters Score -1312684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1312688.000000 Penalty: 4621.073242
	Iteration 32Q: 3 clusters Score -1312688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1312692.625000 Penalty: 4621.073242
	Iteration 33Q: 3 clusters Score -1312693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1312692.750000 Penalty: 4621.073242
	Iteration 34Q: 3 clusters Score -1312693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1312696.500000 Penalty: 4621.073242
	Iteration 35Q: 3 clusters Score -1312696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1312698.750000 Penalty: 4621.073242
	Iteration 36Q: 3 clusters Score -1312699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1312698.125000 Penalty: 4621.073242
	Iteration 37Q: 3 clusters Score -1312698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1312699.125000 Penalty: 4621.073242
	Iteration 38Q: 3 clusters Score -1312699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1312698.625000 Penalty: 4621.073242
	Iteration 39Q: 3 clusters Score -1312699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1312701.750000 Penalty: 4621.073242
	Iteration 40F: 3 clusters Score -1312702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Entering Unmasked Estep 
Score: -2599854.500000 Penalty: 2478.492676
	Iteration 0F: 2 clusters Score -2599854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2584611.750000 Penalty: 4956.985352
	Iteration 0F: 3 clusters Score -2584612 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2589879.000000 Penalty: 4956.985352
	Iteration 1F: 3 clusters Score -2589879 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2590342.000000 Penalty: 4956.985352
	Iteration 2F: 3 clusters Score -2590342 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2590727.500000 Penalty: 4956.985352
	Iteration 3Q: 3 clusters Score -2590728 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2591062.000000 Penalty: 4956.985352
	Iteration 4Q: 3 clusters Score -2591062 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2591360.000000 Penalty: 4956.985352
	Iteration 5Q: 3 clusters Score -2591360 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2591662.250000 Penalty: 4956.985352
	Iteration 6Q: 3 clusters Score -2591662 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2592007.500000 Penalty: 4956.985352
	Iteration 7Q: 3 clusters Score -2592008 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -2592423.750000 Penalty: 4956.985352
	Iteration 8Q: 3 clusters Score -2592424 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2592897.750000 Penalty: 4956.985352
	Iteration 9Q: 3 clusters Score -2592898 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -2593510.500000 Penalty: 4956.985352
	Iteration 10Q: 3 clusters Score -2593510 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2594330.750000 Penalty: 4956.985352
	Iteration 11Q: 3 clusters Score -2594331 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2595333.750000 Penalty: 4956.985352
	Iteration 12F: 3 clusters Score -2595334 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2596382.500000 Penalty: 4956.985352
	Iteration 13F: 3 clusters Score -2596382 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2597165.500000 Penalty: 4956.985352
	Iteration 14Q: 3 clusters Score -2597166 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2597695.500000 Penalty: 4956.985352
	Iteration 15Q: 3 clusters Score -2597696 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2598014.500000 Penalty: 4956.985352
	Iteration 16Q: 3 clusters Score -2598014 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2598227.750000 Penalty: 4956.985352
	Iteration 17Q: 3 clusters Score -2598228 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2598385.750000 Penalty: 4956.985352
	Iteration 18Q: 3 clusters Score -2598386 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2598514.500000 Penalty: 4956.985352
	Iteration 19Q: 3 clusters Score -2598514 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2598574.250000 Penalty: 4956.985352
	Iteration 20F: 3 clusters Score -2598574 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2598634.500000 Penalty: 4956.985352
	Iteration 21Q: 3 clusters Score -2598634 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2598673.750000 Penalty: 4956.985352
	Iteration 22Q: 3 clusters Score -2598674 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2598728.750000 Penalty: 4956.985352
	Iteration 23Q: 3 clusters Score -2598729 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2598771.750000 Penalty: 4956.985352
	Iteration 24Q: 3 clusters Score -2598772 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2598807.250000 Penalty: 4956.985352
	Iteration 25Q: 3 clusters Score -2598807 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2598829.500000 Penalty: 4956.985352
	Iteration 26Q: 3 clusters Score -2598830 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2598849.000000 Penalty: 4956.985352
	Iteration 27Q: 3 clusters Score -2598849 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2598868.250000 Penalty: 4956.985352
	Iteration 28Q: 3 clusters Score -2598868 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -2598895.250000 Penalty: 4956.985352
	Iteration 29Q: 3 clusters Score -2598895 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2598897.500000 Penalty: 4956.985352
	Iteration 30Q: 3 clusters Score -2598898 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2598910.250000 Penalty: 4956.985352
	Iteration 31Q: 3 clusters Score -2598910 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2598917.000000 Penalty: 4956.985352
	Iteration 32Q: 3 clusters Score -2598917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2598913.000000 Penalty: 4956.985352
	Iteration 33Q: 3 clusters Score -2598913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2598928.750000 Penalty: 4956.985352
	Iteration 34Q: 3 clusters Score -2598929 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2598923.750000 Penalty: 4956.985352
	Iteration 35Q: 3 clusters Score -2598924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2598920.750000 Penalty: 4956.985352
	Iteration 36Q: 3 clusters Score -2598921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2598927.000000 Penalty: 4956.985352
	Iteration 37Q: 3 clusters Score -2598927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2598927.000000 Penalty: 4956.985352
	Iteration 38Q: 3 clusters Score -2598927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2598928.750000 Penalty: 4956.985352
	Iteration 39Q: 3 clusters Score -2598929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2598934.750000 Penalty: 4956.985352
	Iteration 40F: 3 clusters Score -2598935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2598934.750000 Penalty: 4956.985352
	Iteration 41Q: 3 clusters Score -2598935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2598933.250000 Penalty: 4956.985352
	Iteration 42Q: 3 clusters Score -2598933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2598934.250000 Penalty: 4956.985352
	Iteration 43Q: 3 clusters Score -2598934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -2598932.000000 Penalty: 4956.985352
	Iteration 44Q: 3 clusters Score -2598932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2598933.750000 Penalty: 4956.985352
	Iteration 45Q: 3 clusters Score -2598934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2598935.000000 Penalty: 4956.985352
	Iteration 46Q: 3 clusters Score -2598935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2598935.750000 Penalty: 4956.985352
	Iteration 47Q: 3 clusters Score -2598936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2598940.250000 Penalty: 4956.985352
	Iteration 48Q: 3 clusters Score -2598940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2598940.500000 Penalty: 4956.985352
	Iteration 49Q: 3 clusters Score -2598940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2598937.250000 Penalty: 4956.985352
	Iteration 50Q: 3 clusters Score -2598937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2598938.750000 Penalty: 4956.985352
	Iteration 51Q: 3 clusters Score -2598939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2598938.250000 Penalty: 4956.985352
	Iteration 52Q: 3 clusters Score -2598938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2598938.250000 Penalty: 4956.985352
	Iteration 53F: 3 clusters Score -2598938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Entering Unmasked Estep 
Score: -317662.312500 Penalty: 1956.027710
	Iteration 0F: 2 clusters Score -317662.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -314633.468750 Penalty: 3912.055420
	Iteration 0F: 3 clusters Score -314633.5 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -315372.281250 Penalty: 3912.055420
	Iteration 1F: 3 clusters Score -315372.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -315638.375000 Penalty: 3912.055420
	Iteration 2F: 3 clusters Score -315638.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -315784.875000 Penalty: 3912.055420
	Iteration 3F: 3 clusters Score -315784.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -315856.250000 Penalty: 3912.055420
	Iteration 4Q: 3 clusters Score -315856.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -315913.656250 Penalty: 3912.055420
	Iteration 5Q: 3 clusters Score -315913.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -315953.937500 Penalty: 3912.055420
	Iteration 6Q: 3 clusters Score -315953.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -315993.281250 Penalty: 3912.055420
	Iteration 7Q: 3 clusters Score -315993.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -316027.375000 Penalty: 3912.055420
	Iteration 8Q: 3 clusters Score -316027.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -316064.156250 Penalty: 3912.055420
	Iteration 9Q: 3 clusters Score -316064.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -316103.531250 Penalty: 3912.055420
	Iteration 10Q: 3 clusters Score -316103.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -316131.625000 Penalty: 3912.055420
	Iteration 11Q: 3 clusters Score -316131.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -316154.500000 Penalty: 3912.055420
	Iteration 12Q: 3 clusters Score -316154.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -316175.906250 Penalty: 3912.055420
	Iteration 13Q: 3 clusters Score -316175.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -316190.031250 Penalty: 3912.055420
	Iteration 14Q: 3 clusters Score -316190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -316200.656250 Penalty: 3912.055420
	Iteration 15Q: 3 clusters Score -316200.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -316215.750000 Penalty: 3912.055420
	Iteration 16Q: 3 clusters Score -316215.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -316230.656250 Penalty: 3912.055420
	Iteration 17Q: 3 clusters Score -316230.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -316240.781250 Penalty: 3912.055420
	Iteration 18Q: 3 clusters Score -316240.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -316247.718750 Penalty: 3912.055420
	Iteration 19Q: 3 clusters Score -316247.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -316252.156250 Penalty: 3912.055420
	Iteration 20F: 3 clusters Score -316252.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -316258.250000 Penalty: 3912.055420
	Iteration 21Q: 3 clusters Score -316258.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -316262.281250 Penalty: 3912.055420
	Iteration 22Q: 3 clusters Score -316262.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -316266.375000 Penalty: 3912.055420
	Iteration 23Q: 3 clusters Score -316266.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -316269.281250 Penalty: 3912.055420
	Iteration 24Q: 3 clusters Score -316269.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -316273.687500 Penalty: 3912.055420
	Iteration 25Q: 3 clusters Score -316273.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -316276.281250 Penalty: 3912.055420
	Iteration 26Q: 3 clusters Score -316276.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -316278.187500 Penalty: 3912.055420
	Iteration 27Q: 3 clusters Score -316278.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -316280.093750 Penalty: 3912.055420
	Iteration 28Q: 3 clusters Score -316280.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -316280.656250 Penalty: 3912.055420
	Iteration 29Q: 3 clusters Score -316280.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -316281.593750 Penalty: 3912.055420
	Iteration 30Q: 3 clusters Score -316281.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -316282.781250 Penalty: 3912.055420
	Iteration 31Q: 3 clusters Score -316282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -316285.156250 Penalty: 3912.055420
	Iteration 32Q: 3 clusters Score -316285.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -316287.500000 Penalty: 3912.055420
	Iteration 33Q: 3 clusters Score -316287.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -316289.031250 Penalty: 3912.055420
	Iteration 34Q: 3 clusters Score -316289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -316290.250000 Penalty: 3912.055420
	Iteration 35Q: 3 clusters Score -316290.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -316291.187500 Penalty: 3912.055420
	Iteration 36Q: 3 clusters Score -316291.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -316292.781250 Penalty: 3912.055420
	Iteration 37Q: 3 clusters Score -316292.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -316292.437500 Penalty: 3912.055420
	Iteration 38Q: 3 clusters Score -316292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -316292.843750 Penalty: 3912.055420
	Iteration 39Q: 3 clusters Score -316292.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -316292.843750 Penalty: 3912.055420
	Iteration 40F: 3 clusters Score -316292.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Entering Unmasked Estep 
Score: -401236.687500 Penalty: 1996.257935
	Iteration 0F: 2 clusters Score -401236.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -397862.281250 Penalty: 3992.515869
	Iteration 0F: 3 clusters Score -397862.3 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -398565.093750 Penalty: 3992.515869
	Iteration 1F: 3 clusters Score -398565.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -398716.406250 Penalty: 3992.515869
	Iteration 2F: 3 clusters Score -398716.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -398808.312500 Penalty: 3992.515869
	Iteration 3Q: 3 clusters Score -398808.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -398852.312500 Penalty: 3992.515869
	Iteration 4Q: 3 clusters Score -398852.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -398887.218750 Penalty: 3992.515869
	Iteration 5Q: 3 clusters Score -398887.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -398912.093750 Penalty: 3992.515869
	Iteration 6Q: 3 clusters Score -398912.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -398926.406250 Penalty: 3992.515869
	Iteration 7Q: 3 clusters Score -398926.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -398938.312500 Penalty: 3992.515869
	Iteration 8Q: 3 clusters Score -398938.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -398946.468750 Penalty: 3992.515869
	Iteration 9Q: 3 clusters Score -398946.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -398954.187500 Penalty: 3992.515869
	Iteration 10Q: 3 clusters Score -398954.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -398959.875000 Penalty: 3992.515869
	Iteration 11Q: 3 clusters Score -398959.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -398967.750000 Penalty: 3992.515869
	Iteration 12Q: 3 clusters Score -398967.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -398975.625000 Penalty: 3992.515869
	Iteration 13Q: 3 clusters Score -398975.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -398984.937500 Penalty: 3992.515869
	Iteration 14Q: 3 clusters Score -398984.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -398992.937500 Penalty: 3992.515869
	Iteration 15Q: 3 clusters Score -398992.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -398998.781250 Penalty: 3992.515869
	Iteration 16Q: 3 clusters Score -398998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -399001.093750 Penalty: 3992.515869
	Iteration 17Q: 3 clusters Score -399001.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -399003.093750 Penalty: 3992.515869
	Iteration 18Q: 3 clusters Score -399003.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -399005.750000 Penalty: 3992.515869
	Iteration 19Q: 3 clusters Score -399005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -399005.656250 Penalty: 3992.515869
	Iteration 20F: 3 clusters Score -399005.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -399007.468750 Penalty: 3992.515869
	Iteration 21Q: 3 clusters Score -399007.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -399008.781250 Penalty: 3992.515869
	Iteration 22Q: 3 clusters Score -399008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -399010.218750 Penalty: 3992.515869
	Iteration 23Q: 3 clusters Score -399010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -399010.875000 Penalty: 3992.515869
	Iteration 24Q: 3 clusters Score -399010.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -399013.218750 Penalty: 3992.515869
	Iteration 25Q: 3 clusters Score -399013.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -399014.875000 Penalty: 3992.515869
	Iteration 26Q: 3 clusters Score -399014.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -399016.000000 Penalty: 3992.515869
	Iteration 27Q: 3 clusters Score -399016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -399016.562500 Penalty: 3992.515869
	Iteration 28Q: 3 clusters Score -399016.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -399016.562500 Penalty: 3992.515869
	Iteration 29F: 3 clusters Score -399016.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Entering Unmasked Estep 
Score: -2088676.250000 Penalty: 2424.911133
	Iteration 0F: 2 clusters Score -2088676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2076148.875000 Penalty: 4849.822266
	Iteration 0F: 3 clusters Score -2076149 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2080452.875000 Penalty: 4849.822266
	Iteration 1F: 3 clusters Score -2080453 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2081120.625000 Penalty: 4849.822266
	Iteration 2F: 3 clusters Score -2081121 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2081937.875000 Penalty: 4849.822266
	Iteration 3F: 3 clusters Score -2081938 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2082921.000000 Penalty: 4849.822266
	Iteration 4F: 3 clusters Score -2082921 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2083869.125000 Penalty: 4849.822266
	Iteration 5F: 3 clusters Score -2083869 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2084624.750000 Penalty: 4849.822266
	Iteration 6F: 3 clusters Score -2084625 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2085144.875000 Penalty: 4849.822266
	Iteration 7Q: 3 clusters Score -2085145 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -2085451.000000 Penalty: 4849.822266
	Iteration 8Q: 3 clusters Score -2085451 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2085647.750000 Penalty: 4849.822266
	Iteration 9Q: 3 clusters Score -2085648 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2085769.125000 Penalty: 4849.822266
	Iteration 10Q: 3 clusters Score -2085769 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2085884.500000 Penalty: 4849.822266
	Iteration 11Q: 3 clusters Score -2085884 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2085971.250000 Penalty: 4849.822266
	Iteration 12Q: 3 clusters Score -2085971 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2086061.500000 Penalty: 4849.822266
	Iteration 13Q: 3 clusters Score -2086062 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2086121.250000 Penalty: 4849.822266
	Iteration 14Q: 3 clusters Score -2086121 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2086180.000000 Penalty: 4849.822266
	Iteration 15Q: 3 clusters Score -2086180 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -2086231.125000 Penalty: 4849.822266
	Iteration 16Q: 3 clusters Score -2086231 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2086308.875000 Penalty: 4849.822266
	Iteration 17Q: 3 clusters Score -2086309 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2086393.250000 Penalty: 4849.822266
	Iteration 18Q: 3 clusters Score -2086393 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2086504.000000 Penalty: 4849.822266
	Iteration 19Q: 3 clusters Score -2086504 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2086643.000000 Penalty: 4849.822266
	Iteration 20F: 3 clusters Score -2086643 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2086771.875000 Penalty: 4849.822266
	Iteration 21Q: 3 clusters Score -2086772 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2086901.625000 Penalty: 4849.822266
	Iteration 22Q: 3 clusters Score -2086902 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2087012.125000 Penalty: 4849.822266
	Iteration 23Q: 3 clusters Score -2087012 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2087162.000000 Penalty: 4849.822266
	Iteration 24Q: 3 clusters Score -2087162 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2087316.625000 Penalty: 4849.822266
	Iteration 25Q: 3 clusters Score -2087317 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2087504.500000 Penalty: 4849.822266
	Iteration 26Q: 3 clusters Score -2087504 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2087712.250000 Penalty: 4849.822266
	Iteration 27Q: 3 clusters Score -2087712 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2087926.750000 Penalty: 4849.822266
	Iteration 28Q: 3 clusters Score -2087927 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2088147.250000 Penalty: 4849.822266
	Iteration 29Q: 3 clusters Score -2088147 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2088357.375000 Penalty: 4849.822266
	Iteration 30Q: 3 clusters Score -2088357 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2088527.875000 Penalty: 4849.822266
	Iteration 31Q: 3 clusters Score -2088528 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2088644.875000 Penalty: 4849.822266
	Iteration 32Q: 3 clusters Score -2088645 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2088739.375000 Penalty: 4849.822266
	Iteration 33Q: 3 clusters Score -2088739 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2088805.750000 Penalty: 4849.822266
	Iteration 34Q: 3 clusters Score -2088806 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2088855.875000 Penalty: 4849.822266
	Iteration 35Q: 3 clusters Score -2088856 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2088900.625000 Penalty: 4849.822266
	Iteration 36Q: 3 clusters Score -2088901 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2088929.875000 Penalty: 4849.822266
	Iteration 37Q: 3 clusters Score -2088930 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2088953.250000 Penalty: 4849.822266
	Iteration 38Q: 3 clusters Score -2088953 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -2088983.375000 Penalty: 4849.822266
	Iteration 39Q: 3 clusters Score -2088983 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -2089018.375000 Penalty: 4849.822266
	Iteration 40F: 3 clusters Score -2089018 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2089036.875000 Penalty: 4849.822266
	Iteration 41Q: 3 clusters Score -2089037 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2089068.750000 Penalty: 4849.822266
	Iteration 42Q: 3 clusters Score -2089069 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2089078.875000 Penalty: 4849.822266
	Iteration 43Q: 3 clusters Score -2089079 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2089091.750000 Penalty: 4849.822266
	Iteration 44Q: 3 clusters Score -2089092 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2089109.250000 Penalty: 4849.822266
	Iteration 45Q: 3 clusters Score -2089109 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -2089122.625000 Penalty: 4849.822266
	Iteration 46Q: 3 clusters Score -2089123 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2089128.250000 Penalty: 4849.822266
	Iteration 47Q: 3 clusters Score -2089128 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2089142.875000 Penalty: 4849.822266
	Iteration 48Q: 3 clusters Score -2089143 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2089149.250000 Penalty: 4849.822266
	Iteration 49Q: 3 clusters Score -2089149 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2089154.875000 Penalty: 4849.822266
	Iteration 50Q: 3 clusters Score -2089155 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2089164.000000 Penalty: 4849.822266
	Iteration 51Q: 3 clusters Score -2089164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2089175.125000 Penalty: 4849.822266
	Iteration 52Q: 3 clusters Score -2089175 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2089183.625000 Penalty: 4849.822266
	Iteration 53Q: 3 clusters Score -2089184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2089188.250000 Penalty: 4849.822266
	Iteration 54Q: 3 clusters Score -2089188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2089193.750000 Penalty: 4849.822266
	Iteration 55Q: 3 clusters Score -2089194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2089197.375000 Penalty: 4849.822266
	Iteration 56Q: 3 clusters Score -2089197 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2089200.000000 Penalty: 4849.822266
	Iteration 57Q: 3 clusters Score -2089200 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2089209.750000 Penalty: 4849.822266
	Iteration 58Q: 3 clusters Score -2089210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2089225.125000 Penalty: 4849.822266
	Iteration 59Q: 3 clusters Score -2089225 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2089227.250000 Penalty: 4849.822266
	Iteration 60F: 3 clusters Score -2089227 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2089239.375000 Penalty: 4849.822266
	Iteration 61Q: 3 clusters Score -2089239 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2089235.750000 Penalty: 4849.822266
	Iteration 62Q: 3 clusters Score -2089236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2089246.750000 Penalty: 4849.822266
	Iteration 63Q: 3 clusters Score -2089247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2089247.500000 Penalty: 4849.822266
	Iteration 64Q: 3 clusters Score -2089248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2089249.500000 Penalty: 4849.822266
	Iteration 65Q: 3 clusters Score -2089250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2089257.750000 Penalty: 4849.822266
	Iteration 66Q: 3 clusters Score -2089258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2089255.000000 Penalty: 4849.822266
	Iteration 67Q: 3 clusters Score -2089255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2089257.875000 Penalty: 4849.822266
	Iteration 68Q: 3 clusters Score -2089258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2089257.125000 Penalty: 4849.822266
	Iteration 69Q: 3 clusters Score -2089257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2089262.875000 Penalty: 4849.822266
	Iteration 70Q: 3 clusters Score -2089263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2089261.000000 Penalty: 4849.822266
	Iteration 71Q: 3 clusters Score -2089261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2089266.000000 Penalty: 4849.822266
	Iteration 72Q: 3 clusters Score -2089266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2089267.750000 Penalty: 4849.822266
	Iteration 73Q: 3 clusters Score -2089268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2089264.000000 Penalty: 4849.822266
	Iteration 74Q: 3 clusters Score -2089264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2089268.375000 Penalty: 4849.822266
	Iteration 75Q: 3 clusters Score -2089268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2089264.500000 Penalty: 4849.822266
	Iteration 76Q: 3 clusters Score -2089264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2089269.625000 Penalty: 4849.822266
	Iteration 77Q: 3 clusters Score -2089270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2089276.500000 Penalty: 4849.822266
	Iteration 78Q: 3 clusters Score -2089276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2089277.625000 Penalty: 4849.822266
	Iteration 79Q: 3 clusters Score -2089278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2089281.375000 Penalty: 4849.822266
	Iteration 80F: 3 clusters Score -2089281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2089278.750000 Penalty: 4849.822266
	Iteration 81Q: 3 clusters Score -2089279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2089281.250000 Penalty: 4849.822266
	Iteration 82Q: 3 clusters Score -2089281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2089287.000000 Penalty: 4849.822266
	Iteration 83Q: 3 clusters Score -2089287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2089290.500000 Penalty: 4849.822266
	Iteration 84Q: 3 clusters Score -2089290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2089299.875000 Penalty: 4849.822266
	Iteration 85Q: 3 clusters Score -2089300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2089297.375000 Penalty: 4849.822266
	Iteration 86Q: 3 clusters Score -2089297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2089299.500000 Penalty: 4849.822266
	Iteration 87Q: 3 clusters Score -2089300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2089309.125000 Penalty: 4849.822266
	Iteration 88Q: 3 clusters Score -2089309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2089308.125000 Penalty: 4849.822266
	Iteration 89Q: 3 clusters Score -2089308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2089308.250000 Penalty: 4849.822266
	Iteration 90Q: 3 clusters Score -2089308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2089310.375000 Penalty: 4849.822266
	Iteration 91Q: 3 clusters Score -2089310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2089310.375000 Penalty: 4849.822266
	Iteration 92Q: 3 clusters Score -2089310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2089305.000000 Penalty: 4849.822266
	Iteration 93Q: 3 clusters Score -2089305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2089306.375000 Penalty: 4849.822266
	Iteration 94Q: 3 clusters Score -2089306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2089311.500000 Penalty: 4849.822266
	Iteration 95Q: 3 clusters Score -2089312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2089315.250000 Penalty: 4849.822266
	Iteration 96Q: 3 clusters Score -2089315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2089320.500000 Penalty: 4849.822266
	Iteration 97Q: 3 clusters Score -2089320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2089323.000000 Penalty: 4849.822266
	Iteration 98Q: 3 clusters Score -2089323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2089323.875000 Penalty: 4849.822266
	Iteration 99Q: 3 clusters Score -2089324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2089320.500000 Penalty: 4849.822266
	Iteration 100F: 3 clusters Score -2089320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2089319.500000 Penalty: 4849.822266
	Iteration 101Q: 3 clusters Score -2089320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2089322.000000 Penalty: 4849.822266
	Iteration 102Q: 3 clusters Score -2089322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2089320.750000 Penalty: 4849.822266
	Iteration 103Q: 3 clusters Score -2089321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2089322.625000 Penalty: 4849.822266
	Iteration 104Q: 3 clusters Score -2089323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2089320.250000 Penalty: 4849.822266
	Iteration 105Q: 3 clusters Score -2089320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2089318.375000 Penalty: 4849.822266
	Iteration 106Q: 3 clusters Score -2089318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2089318.500000 Penalty: 4849.822266
	Iteration 107Q: 3 clusters Score -2089318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2089318.125000 Penalty: 4849.822266
	Iteration 108Q: 3 clusters Score -2089318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2089318.125000 Penalty: 4849.822266
	Iteration 109F: 3 clusters Score -2089318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 193239 members 
Mstep: Class 2 contains 93220 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 60964 members 
Mstep: Class 6 contains 3366 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42353 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32699 members 
Mstep: Class 11 contains 11122 members 
Mstep: Class 12 contains 21893 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 3132 members 
Mstep: Class 15 contains 9548 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13496 members 
Mstep: Class 19 contains 64672 members 
Mstep: Class 20 contains 13943 members 
Mstep: Class 21 contains 22149 members 
Mstep: Class 22 contains 8852 members 
Mstep: Class 23 contains 6678 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57328 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 5985 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 252027 members 
Mstep: Class 32 contains 9070 members 
Mstep: Class 33 contains 711 members 
Mstep: Class 34 contains 2158 members 
Mstep: Class 35 contains 259038 members 
Mstep: Class 36 contains 1538 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 24721 members 
Mstep: Class 40 contains 8091 members 
Entering Unmasked Estep 
Score: -148019152.000000 Penalty: 139228.203125
Splitting cluster 15 changes total score from -148019328.000000 to -148019152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -218862.468750 Penalty: 1855.286133
	Iteration 0F: 2 clusters Score -218862.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -216364.781250 Penalty: 3710.572266
	Iteration 0F: 3 clusters Score -216364.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -216773.296875 Penalty: 3710.572266
	Iteration 1F: 3 clusters Score -216773.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -216918.453125 Penalty: 3710.572266
	Iteration 2F: 3 clusters Score -216918.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -216991.656250 Penalty: 3710.572266
	Iteration 3Q: 3 clusters Score -216991.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -217028.703125 Penalty: 3710.572266
	Iteration 4Q: 3 clusters Score -217028.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -217053.828125 Penalty: 3710.572266
	Iteration 5Q: 3 clusters Score -217053.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -217069.484375 Penalty: 3710.572266
	Iteration 6Q: 3 clusters Score -217069.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -217086.687500 Penalty: 3710.572266
	Iteration 7Q: 3 clusters Score -217086.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -217094.281250 Penalty: 3710.572266
	Iteration 8Q: 3 clusters Score -217094.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -217096.656250 Penalty: 3710.572266
	Iteration 9Q: 3 clusters Score -217096.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -217099.875000 Penalty: 3710.572266
	Iteration 10Q: 3 clusters Score -217099.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -217104.343750 Penalty: 3710.572266
	Iteration 11Q: 3 clusters Score -217104.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -217106.796875 Penalty: 3710.572266
	Iteration 12Q: 3 clusters Score -217106.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -217106.734375 Penalty: 3710.572266
	Iteration 13Q: 3 clusters Score -217106.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -217106.734375 Penalty: 3710.572266
	Iteration 14F: 3 clusters Score -217106.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -42888.750000 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -42888.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41530.765625 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -41530.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41684.847656 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -41684.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41724.511719 Penalty: 2976.701660
	Iteration 2Q: 3 clusters Score -41724.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -41739.730469 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -41739.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41754.296875 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -41754.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41758.441406 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -41758.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41762.757812 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -41762.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41762.757812 Penalty: 2976.701660
	Iteration 7F: 3 clusters Score -41762.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Entering Unmasked Estep 
Score: -1511150.375000 Penalty: 2358.516846
	Iteration 0F: 2 clusters Score -1511150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1501315.000000 Penalty: 4717.033691
	Iteration 0F: 3 clusters Score -1501315 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1504576.875000 Penalty: 4717.033691
	Iteration 1F: 3 clusters Score -1504577 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1505076.750000 Penalty: 4717.033691
	Iteration 2F: 3 clusters Score -1505077 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1505496.750000 Penalty: 4717.033691
	Iteration 3F: 3 clusters Score -1505497 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1505919.500000 Penalty: 4717.033691
	Iteration 4F: 3 clusters Score -1505920 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1506325.500000 Penalty: 4717.033691
	Iteration 5F: 3 clusters Score -1506326 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1506704.875000 Penalty: 4717.033691
	Iteration 6Q: 3 clusters Score -1506705 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1506993.875000 Penalty: 4717.033691
	Iteration 7Q: 3 clusters Score -1506994 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1507213.125000 Penalty: 4717.033691
	Iteration 8Q: 3 clusters Score -1507213 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1507383.250000 Penalty: 4717.033691
	Iteration 9Q: 3 clusters Score -1507383 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1507514.750000 Penalty: 4717.033691
	Iteration 10Q: 3 clusters Score -1507515 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1507622.375000 Penalty: 4717.033691
	Iteration 11Q: 3 clusters Score -1507622 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1507723.000000 Penalty: 4717.033691
	Iteration 12Q: 3 clusters Score -1507723 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1507799.250000 Penalty: 4717.033691
	Iteration 13Q: 3 clusters Score -1507799 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1507860.250000 Penalty: 4717.033691
	Iteration 14Q: 3 clusters Score -1507860 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1507903.875000 Penalty: 4717.033691
	Iteration 15Q: 3 clusters Score -1507904 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1507927.125000 Penalty: 4717.033691
	Iteration 16Q: 3 clusters Score -1507927 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1507956.750000 Penalty: 4717.033691
	Iteration 17Q: 3 clusters Score -1507957 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1507974.625000 Penalty: 4717.033691
	Iteration 18Q: 3 clusters Score -1507975 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1507989.375000 Penalty: 4717.033691
	Iteration 19Q: 3 clusters Score -1507989 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1508005.125000 Penalty: 4717.033691
	Iteration 20F: 3 clusters Score -1508005 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1508015.125000 Penalty: 4717.033691
	Iteration 21Q: 3 clusters Score -1508015 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1508030.375000 Penalty: 4717.033691
	Iteration 22Q: 3 clusters Score -1508030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1508037.250000 Penalty: 4717.033691
	Iteration 23Q: 3 clusters Score -1508037 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1508048.875000 Penalty: 4717.033691
	Iteration 24Q: 3 clusters Score -1508049 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1508055.375000 Penalty: 4717.033691
	Iteration 25Q: 3 clusters Score -1508055 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1508069.125000 Penalty: 4717.033691
	Iteration 26Q: 3 clusters Score -1508069 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1508082.750000 Penalty: 4717.033691
	Iteration 27Q: 3 clusters Score -1508083 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1508095.000000 Penalty: 4717.033691
	Iteration 28Q: 3 clusters Score -1508095 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1508113.375000 Penalty: 4717.033691
	Iteration 29Q: 3 clusters Score -1508113 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1508131.625000 Penalty: 4717.033691
	Iteration 30Q: 3 clusters Score -1508132 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1508138.375000 Penalty: 4717.033691
	Iteration 31Q: 3 clusters Score -1508138 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1508153.625000 Penalty: 4717.033691
	Iteration 32Q: 3 clusters Score -1508154 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1508165.125000 Penalty: 4717.033691
	Iteration 33Q: 3 clusters Score -1508165 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1508172.500000 Penalty: 4717.033691
	Iteration 34Q: 3 clusters Score -1508172 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1508186.000000 Penalty: 4717.033691
	Iteration 35Q: 3 clusters Score -1508186 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1508199.750000 Penalty: 4717.033691
	Iteration 36Q: 3 clusters Score -1508200 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1508214.750000 Penalty: 4717.033691
	Iteration 37Q: 3 clusters Score -1508215 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1508216.250000 Penalty: 4717.033691
	Iteration 38Q: 3 clusters Score -1508216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1508226.625000 Penalty: 4717.033691
	Iteration 39Q: 3 clusters Score -1508227 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1508234.625000 Penalty: 4717.033691
	Iteration 40F: 3 clusters Score -1508235 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1508238.125000 Penalty: 4717.033691
	Iteration 41Q: 3 clusters Score -1508238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1508246.875000 Penalty: 4717.033691
	Iteration 42Q: 3 clusters Score -1508247 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1508252.250000 Penalty: 4717.033691
	Iteration 43Q: 3 clusters Score -1508252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1508256.625000 Penalty: 4717.033691
	Iteration 44Q: 3 clusters Score -1508257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1508259.375000 Penalty: 4717.033691
	Iteration 45Q: 3 clusters Score -1508259 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1508270.125000 Penalty: 4717.033691
	Iteration 46Q: 3 clusters Score -1508270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1508275.750000 Penalty: 4717.033691
	Iteration 47Q: 3 clusters Score -1508276 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1508282.125000 Penalty: 4717.033691
	Iteration 48Q: 3 clusters Score -1508282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1508289.500000 Penalty: 4717.033691
	Iteration 49Q: 3 clusters Score -1508290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1508298.375000 Penalty: 4717.033691
	Iteration 50Q: 3 clusters Score -1508298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1508308.250000 Penalty: 4717.033691
	Iteration 51Q: 3 clusters Score -1508308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1508315.125000 Penalty: 4717.033691
	Iteration 52Q: 3 clusters Score -1508315 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1508327.625000 Penalty: 4717.033691
	Iteration 53Q: 3 clusters Score -1508328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1508337.500000 Penalty: 4717.033691
	Iteration 54Q: 3 clusters Score -1508338 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1508349.250000 Penalty: 4717.033691
	Iteration 55Q: 3 clusters Score -1508349 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1508357.125000 Penalty: 4717.033691
	Iteration 56Q: 3 clusters Score -1508357 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1508366.500000 Penalty: 4717.033691
	Iteration 57Q: 3 clusters Score -1508366 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1508375.125000 Penalty: 4717.033691
	Iteration 58Q: 3 clusters Score -1508375 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1508381.000000 Penalty: 4717.033691
	Iteration 59Q: 3 clusters Score -1508381 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1508391.375000 Penalty: 4717.033691
	Iteration 60F: 3 clusters Score -1508391 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1508399.125000 Penalty: 4717.033691
	Iteration 61Q: 3 clusters Score -1508399 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1508409.750000 Penalty: 4717.033691
	Iteration 62Q: 3 clusters Score -1508410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1508424.375000 Penalty: 4717.033691
	Iteration 63Q: 3 clusters Score -1508424 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1508447.875000 Penalty: 4717.033691
	Iteration 64Q: 3 clusters Score -1508448 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1508479.000000 Penalty: 4717.033691
	Iteration 65Q: 3 clusters Score -1508479 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1508507.875000 Penalty: 4717.033691
	Iteration 66Q: 3 clusters Score -1508508 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1508550.375000 Penalty: 4717.033691
	Iteration 67Q: 3 clusters Score -1508550 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1508587.625000 Penalty: 4717.033691
	Iteration 68Q: 3 clusters Score -1508588 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1508624.000000 Penalty: 4717.033691
	Iteration 69Q: 3 clusters Score -1508624 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1508653.875000 Penalty: 4717.033691
	Iteration 70Q: 3 clusters Score -1508654 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1508697.500000 Penalty: 4717.033691
	Iteration 71Q: 3 clusters Score -1508698 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1508761.125000 Penalty: 4717.033691
	Iteration 72Q: 3 clusters Score -1508761 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1508830.875000 Penalty: 4717.033691
	Iteration 73Q: 3 clusters Score -1508831 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1508898.250000 Penalty: 4717.033691
	Iteration 74Q: 3 clusters Score -1508898 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1508948.000000 Penalty: 4717.033691
	Iteration 75Q: 3 clusters Score -1508948 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1508992.500000 Penalty: 4717.033691
	Iteration 76Q: 3 clusters Score -1508992 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1509032.125000 Penalty: 4717.033691
	Iteration 77Q: 3 clusters Score -1509032 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1509066.750000 Penalty: 4717.033691
	Iteration 78Q: 3 clusters Score -1509067 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1509097.125000 Penalty: 4717.033691
	Iteration 79Q: 3 clusters Score -1509097 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1509122.750000 Penalty: 4717.033691
	Iteration 80F: 3 clusters Score -1509123 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1509141.875000 Penalty: 4717.033691
	Iteration 81Q: 3 clusters Score -1509142 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1509167.000000 Penalty: 4717.033691
	Iteration 82Q: 3 clusters Score -1509167 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1509189.375000 Penalty: 4717.033691
	Iteration 83Q: 3 clusters Score -1509189 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1509212.125000 Penalty: 4717.033691
	Iteration 84Q: 3 clusters Score -1509212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1509239.875000 Penalty: 4717.033691
	Iteration 85Q: 3 clusters Score -1509240 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1509261.000000 Penalty: 4717.033691
	Iteration 86Q: 3 clusters Score -1509261 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1509285.625000 Penalty: 4717.033691
	Iteration 87Q: 3 clusters Score -1509286 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1509305.250000 Penalty: 4717.033691
	Iteration 88Q: 3 clusters Score -1509305 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1509325.250000 Penalty: 4717.033691
	Iteration 89Q: 3 clusters Score -1509325 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1509331.875000 Penalty: 4717.033691
	Iteration 90Q: 3 clusters Score -1509332 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1509346.750000 Penalty: 4717.033691
	Iteration 91Q: 3 clusters Score -1509347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1509361.000000 Penalty: 4717.033691
	Iteration 92Q: 3 clusters Score -1509361 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1509374.000000 Penalty: 4717.033691
	Iteration 93Q: 3 clusters Score -1509374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1509389.250000 Penalty: 4717.033691
	Iteration 94Q: 3 clusters Score -1509389 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1509405.250000 Penalty: 4717.033691
	Iteration 95Q: 3 clusters Score -1509405 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1509414.750000 Penalty: 4717.033691
	Iteration 96Q: 3 clusters Score -1509415 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1509429.625000 Penalty: 4717.033691
	Iteration 97Q: 3 clusters Score -1509430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1509440.500000 Penalty: 4717.033691
	Iteration 98Q: 3 clusters Score -1509440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1509460.625000 Penalty: 4717.033691
	Iteration 99Q: 3 clusters Score -1509461 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1509472.875000 Penalty: 4717.033691
	Iteration 100F: 3 clusters Score -1509473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1509484.500000 Penalty: 4717.033691
	Iteration 101Q: 3 clusters Score -1509484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1509492.875000 Penalty: 4717.033691
	Iteration 102Q: 3 clusters Score -1509493 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1509506.625000 Penalty: 4717.033691
	Iteration 103Q: 3 clusters Score -1509507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1509516.875000 Penalty: 4717.033691
	Iteration 104Q: 3 clusters Score -1509517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1509528.875000 Penalty: 4717.033691
	Iteration 105Q: 3 clusters Score -1509529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1509540.875000 Penalty: 4717.033691
	Iteration 106Q: 3 clusters Score -1509541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1509550.875000 Penalty: 4717.033691
	Iteration 107Q: 3 clusters Score -1509551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1509560.625000 Penalty: 4717.033691
	Iteration 108Q: 3 clusters Score -1509561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1509572.250000 Penalty: 4717.033691
	Iteration 109Q: 3 clusters Score -1509572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1509579.875000 Penalty: 4717.033691
	Iteration 110Q: 3 clusters Score -1509580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1509586.125000 Penalty: 4717.033691
	Iteration 111Q: 3 clusters Score -1509586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1509590.500000 Penalty: 4717.033691
	Iteration 112Q: 3 clusters Score -1509590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1509601.375000 Penalty: 4717.033691
	Iteration 113Q: 3 clusters Score -1509601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1509605.250000 Penalty: 4717.033691
	Iteration 114Q: 3 clusters Score -1509605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1509610.875000 Penalty: 4717.033691
	Iteration 115Q: 3 clusters Score -1509611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1509616.750000 Penalty: 4717.033691
	Iteration 116Q: 3 clusters Score -1509617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1509622.000000 Penalty: 4717.033691
	Iteration 117Q: 3 clusters Score -1509622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1509629.375000 Penalty: 4717.033691
	Iteration 118Q: 3 clusters Score -1509629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1509633.750000 Penalty: 4717.033691
	Iteration 119Q: 3 clusters Score -1509634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1509636.125000 Penalty: 4717.033691
	Iteration 120F: 3 clusters Score -1509636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1509635.625000 Penalty: 4717.033691
	Iteration 121Q: 3 clusters Score -1509636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1509636.500000 Penalty: 4717.033691
	Iteration 122Q: 3 clusters Score -1509636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1509638.750000 Penalty: 4717.033691
	Iteration 123Q: 3 clusters Score -1509639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1509646.125000 Penalty: 4717.033691
	Iteration 124Q: 3 clusters Score -1509646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1509650.375000 Penalty: 4717.033691
	Iteration 125Q: 3 clusters Score -1509650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1509655.125000 Penalty: 4717.033691
	Iteration 126Q: 3 clusters Score -1509655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1509651.625000 Penalty: 4717.033691
	Iteration 127Q: 3 clusters Score -1509652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1509654.125000 Penalty: 4717.033691
	Iteration 128Q: 3 clusters Score -1509654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1509654.000000 Penalty: 4717.033691
	Iteration 129Q: 3 clusters Score -1509654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1509655.375000 Penalty: 4717.033691
	Iteration 130Q: 3 clusters Score -1509655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1509656.000000 Penalty: 4717.033691
	Iteration 131Q: 3 clusters Score -1509656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1509655.750000 Penalty: 4717.033691
	Iteration 132Q: 3 clusters Score -1509656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1509655.750000 Penalty: 4717.033691
	Iteration 133F: 3 clusters Score -1509656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (64672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Entering Unmasked Estep 
Score: -7502117.000000 Penalty: 2747.116699
	Iteration 0F: 2 clusters Score -7502117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -7458922.000000 Penalty: 5494.233398
	Iteration 0F: 3 clusters Score -7458922 nChanged 29891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -7476434.000000 Penalty: 5494.233398
	Iteration 1F: 3 clusters Score -7476434 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -7477565.000000 Penalty: 5494.233398
	Iteration 2Q: 3 clusters Score -7477565 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -7479073.000000 Penalty: 5494.233398
	Iteration 3F: 3 clusters Score -7479073 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -7481120.000000 Penalty: 5494.233398
	Iteration 4F: 3 clusters Score -7481120 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -7483905.000000 Penalty: 5494.233398
	Iteration 5F: 3 clusters Score -7483905 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -7487404.500000 Penalty: 5494.233398
	Iteration 6F: 3 clusters Score -7487404 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -7491408.500000 Penalty: 5494.233398
	Iteration 7F: 3 clusters Score -7491408 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -7494716.500000 Penalty: 5494.233398
	Iteration 8F: 3 clusters Score -7494716 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -7496756.000000 Penalty: 5494.233398
	Iteration 9Q: 3 clusters Score -7496756 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
Score: -7497787.000000 Penalty: 5494.233398
	Iteration 10Q: 3 clusters Score -7497787 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 57424 members 
Entering Unmasked Estep 
Score: -7498339.500000 Penalty: 5494.233398
	Iteration 11Q: 3 clusters Score -7498340 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 57948 members 
Entering Unmasked Estep 
Score: -7498644.500000 Penalty: 5494.233398
	Iteration 12Q: 3 clusters Score -7498644 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -7498885.000000 Penalty: 5494.233398
	Iteration 13Q: 3 clusters Score -7498885 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 58798 members 
Entering Unmasked Estep 
Score: -7499034.500000 Penalty: 5494.233398
	Iteration 14Q: 3 clusters Score -7499034 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 59161 members 
Entering Unmasked Estep 
Score: -7499146.000000 Penalty: 5494.233398
	Iteration 15Q: 3 clusters Score -7499146 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -7499280.500000 Penalty: 5494.233398
	Iteration 16Q: 3 clusters Score -7499280 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -7499412.500000 Penalty: 5494.233398
	Iteration 17Q: 3 clusters Score -7499412 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 60202 members 
Entering Unmasked Estep 
Score: -7499513.000000 Penalty: 5494.233398
	Iteration 18Q: 3 clusters Score -7499513 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 60508 members 
Entering Unmasked Estep 
Score: -7499645.000000 Penalty: 5494.233398
	Iteration 19Q: 3 clusters Score -7499645 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -7499740.000000 Penalty: 5494.233398
	Iteration 20F: 3 clusters Score -7499740 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 60987 members 
Entering Unmasked Estep 
Score: -7499777.500000 Penalty: 5494.233398
	Iteration 21Q: 3 clusters Score -7499778 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
Score: -7499837.000000 Penalty: 5494.233398
	Iteration 22Q: 3 clusters Score -7499837 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 61350 members 
Entering Unmasked Estep 
Score: -7499894.000000 Penalty: 5494.233398
	Iteration 23Q: 3 clusters Score -7499894 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 61490 members 
Entering Unmasked Estep 
Score: -7499924.000000 Penalty: 5494.233398
	Iteration 24Q: 3 clusters Score -7499924 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 61624 members 
Entering Unmasked Estep 
Score: -7499969.500000 Penalty: 5494.233398
	Iteration 25Q: 3 clusters Score -7499970 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -7499994.000000 Penalty: 5494.233398
	Iteration 26Q: 3 clusters Score -7499994 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 61837 members 
Entering Unmasked Estep 
Score: -7500023.000000 Penalty: 5494.233398
	Iteration 27Q: 3 clusters Score -7500023 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 61923 members 
Entering Unmasked Estep 
Score: -7500059.000000 Penalty: 5494.233398
	Iteration 28Q: 3 clusters Score -7500059 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 62009 members 
Entering Unmasked Estep 
Score: -7500082.000000 Penalty: 5494.233398
	Iteration 29Q: 3 clusters Score -7500082 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 62076 members 
Entering Unmasked Estep 
Score: -7500118.500000 Penalty: 5494.233398
	Iteration 30Q: 3 clusters Score -7500118 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -7500133.500000 Penalty: 5494.233398
	Iteration 31Q: 3 clusters Score -7500134 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 62215 members 
Entering Unmasked Estep 
Score: -7500146.500000 Penalty: 5494.233398
	Iteration 32Q: 3 clusters Score -7500146 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 62275 members 
Entering Unmasked Estep 
Score: -7500154.500000 Penalty: 5494.233398
	Iteration 33Q: 3 clusters Score -7500154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -7500171.500000 Penalty: 5494.233398
	Iteration 34Q: 3 clusters Score -7500172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 62387 members 
Entering Unmasked Estep 
Score: -7500198.000000 Penalty: 5494.233398
	Iteration 35Q: 3 clusters Score -7500198 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
Score: -7500224.000000 Penalty: 5494.233398
	Iteration 36Q: 3 clusters Score -7500224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 62471 members 
Entering Unmasked Estep 
Score: -7500219.000000 Penalty: 5494.233398
	Iteration 37Q: 3 clusters Score -7500219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -7500231.500000 Penalty: 5494.233398
	Iteration 38Q: 3 clusters Score -7500232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -7500219.000000 Penalty: 5494.233398
	Iteration 39Q: 3 clusters Score -7500219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 62544 members 
Entering Unmasked Estep 
Score: -7500227.500000 Penalty: 5494.233398
	Iteration 40F: 3 clusters Score -7500228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -7500236.500000 Penalty: 5494.233398
	Iteration 41Q: 3 clusters Score -7500236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
Score: -7500226.500000 Penalty: 5494.233398
	Iteration 42Q: 3 clusters Score -7500226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 62610 members 
Entering Unmasked Estep 
Score: -7500224.500000 Penalty: 5494.233398
	Iteration 43Q: 3 clusters Score -7500224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 62638 members 
Entering Unmasked Estep 
Score: -7500208.000000 Penalty: 5494.233398
	Iteration 44Q: 3 clusters Score -7500208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 62659 members 
Entering Unmasked Estep 
Score: -7500214.500000 Penalty: 5494.233398
	Iteration 45Q: 3 clusters Score -7500214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 62675 members 
Entering Unmasked Estep 
Score: -7500234.000000 Penalty: 5494.233398
	Iteration 46Q: 3 clusters Score -7500234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -7500238.000000 Penalty: 5494.233398
	Iteration 47Q: 3 clusters Score -7500238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
Score: -7500247.500000 Penalty: 5494.233398
	Iteration 48Q: 3 clusters Score -7500248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 62714 members 
Entering Unmasked Estep 
Score: -7500251.500000 Penalty: 5494.233398
	Iteration 49Q: 3 clusters Score -7500252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -7500252.500000 Penalty: 5494.233398
	Iteration 50Q: 3 clusters Score -7500252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 62727 members 
Entering Unmasked Estep 
Score: -7500252.000000 Penalty: 5494.233398
	Iteration 51Q: 3 clusters Score -7500252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 62739 members 
Entering Unmasked Estep 
Score: -7500253.000000 Penalty: 5494.233398
	Iteration 52Q: 3 clusters Score -7500253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -7500262.500000 Penalty: 5494.233398
	Iteration 53Q: 3 clusters Score -7500262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 62758 members 
Entering Unmasked Estep 
Score: -7500268.000000 Penalty: 5494.233398
	Iteration 54Q: 3 clusters Score -7500268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 62763 members 
Entering Unmasked Estep 
Score: -7500271.000000 Penalty: 5494.233398
	Iteration 55Q: 3 clusters Score -7500271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 62773 members 
Entering Unmasked Estep 
Score: -7500268.000000 Penalty: 5494.233398
	Iteration 56Q: 3 clusters Score -7500268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -7500276.500000 Penalty: 5494.233398
	Iteration 57Q: 3 clusters Score -7500276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 62783 members 
Entering Unmasked Estep 
Score: -7500268.000000 Penalty: 5494.233398
	Iteration 58Q: 3 clusters Score -7500268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 62787 members 
Entering Unmasked Estep 
Score: -7500269.000000 Penalty: 5494.233398
	Iteration 59Q: 3 clusters Score -7500269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 62792 members 
Entering Unmasked Estep 
Score: -7500271.000000 Penalty: 5494.233398
	Iteration 60F: 3 clusters Score -7500271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 62796 members 
Entering Unmasked Estep 
Score: -7500266.500000 Penalty: 5494.233398
	Iteration 61Q: 3 clusters Score -7500266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -7500267.500000 Penalty: 5494.233398
	Iteration 62Q: 3 clusters Score -7500268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 62801 members 
Entering Unmasked Estep 
Score: -7500267.000000 Penalty: 5494.233398
	Iteration 63Q: 3 clusters Score -7500267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -7500268.500000 Penalty: 5494.233398
	Iteration 64Q: 3 clusters Score -7500268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -7500270.000000 Penalty: 5494.233398
	Iteration 65Q: 3 clusters Score -7500270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 62815 members 
Entering Unmasked Estep 
Score: -7500274.000000 Penalty: 5494.233398
	Iteration 66Q: 3 clusters Score -7500274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -7500267.500000 Penalty: 5494.233398
	Iteration 67Q: 3 clusters Score -7500268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -7500270.500000 Penalty: 5494.233398
	Iteration 68Q: 3 clusters Score -7500270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -7500274.500000 Penalty: 5494.233398
	Iteration 69Q: 3 clusters Score -7500274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -7500274.500000 Penalty: 5494.233398
	Iteration 70F: 3 clusters Score -7500274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Entering Unmasked Estep 
Score: -1744102.375000 Penalty: 2366.597900
	Iteration 0F: 2 clusters Score -1744102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1733878.500000 Penalty: 4733.195801
	Iteration 0F: 3 clusters Score -1733878 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1737191.750000 Penalty: 4733.195801
	Iteration 1F: 3 clusters Score -1737192 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1737716.750000 Penalty: 4733.195801
	Iteration 2F: 3 clusters Score -1737717 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1738223.750000 Penalty: 4733.195801
	Iteration 3F: 3 clusters Score -1738224 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1738759.750000 Penalty: 4733.195801
	Iteration 4F: 3 clusters Score -1738760 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1739340.625000 Penalty: 4733.195801
	Iteration 5F: 3 clusters Score -1739341 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1740006.000000 Penalty: 4733.195801
	Iteration 6F: 3 clusters Score -1740006 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1740718.625000 Penalty: 4733.195801
	Iteration 7F: 3 clusters Score -1740719 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1741273.375000 Penalty: 4733.195801
	Iteration 8Q: 3 clusters Score -1741273 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1741621.375000 Penalty: 4733.195801
	Iteration 9Q: 3 clusters Score -1741621 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1741775.000000 Penalty: 4733.195801
	Iteration 10Q: 3 clusters Score -1741775 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1741850.250000 Penalty: 4733.195801
	Iteration 11Q: 3 clusters Score -1741850 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1741905.375000 Penalty: 4733.195801
	Iteration 12Q: 3 clusters Score -1741905 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1741938.375000 Penalty: 4733.195801
	Iteration 13Q: 3 clusters Score -1741938 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1741964.000000 Penalty: 4733.195801
	Iteration 14Q: 3 clusters Score -1741964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1741982.500000 Penalty: 4733.195801
	Iteration 15Q: 3 clusters Score -1741982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1742000.000000 Penalty: 4733.195801
	Iteration 16Q: 3 clusters Score -1742000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1742012.375000 Penalty: 4733.195801
	Iteration 17Q: 3 clusters Score -1742012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1742027.125000 Penalty: 4733.195801
	Iteration 18Q: 3 clusters Score -1742027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1742031.000000 Penalty: 4733.195801
	Iteration 19Q: 3 clusters Score -1742031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1742038.375000 Penalty: 4733.195801
	Iteration 20F: 3 clusters Score -1742038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1742040.750000 Penalty: 4733.195801
	Iteration 21Q: 3 clusters Score -1742041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1742040.125000 Penalty: 4733.195801
	Iteration 22Q: 3 clusters Score -1742040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1742043.750000 Penalty: 4733.195801
	Iteration 23Q: 3 clusters Score -1742044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1742049.500000 Penalty: 4733.195801
	Iteration 24Q: 3 clusters Score -1742050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1742052.875000 Penalty: 4733.195801
	Iteration 25Q: 3 clusters Score -1742053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1742054.125000 Penalty: 4733.195801
	Iteration 26Q: 3 clusters Score -1742054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1742051.750000 Penalty: 4733.195801
	Iteration 27Q: 3 clusters Score -1742052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1742055.125000 Penalty: 4733.195801
	Iteration 28Q: 3 clusters Score -1742055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1742055.500000 Penalty: 4733.195801
	Iteration 29Q: 3 clusters Score -1742056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1742059.375000 Penalty: 4733.195801
	Iteration 30Q: 3 clusters Score -1742059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1742055.625000 Penalty: 4733.195801
	Iteration 31Q: 3 clusters Score -1742056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1742055.625000 Penalty: 4733.195801
	Iteration 32F: 3 clusters Score -1742056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Entering Unmasked Estep 
Score: -2757688.250000 Penalty: 2481.375732
	Iteration 0F: 2 clusters Score -2757688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2742267.500000 Penalty: 4962.751465
	Iteration 0F: 3 clusters Score -2742268 nChanged 9712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2747420.000000 Penalty: 4962.751465
	Iteration 1F: 3 clusters Score -2747420 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2747842.500000 Penalty: 4962.751465
	Iteration 2F: 3 clusters Score -2747842 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2748190.750000 Penalty: 4962.751465
	Iteration 3Q: 3 clusters Score -2748191 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2748495.750000 Penalty: 4962.751465
	Iteration 4Q: 3 clusters Score -2748496 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -2748803.000000 Penalty: 4962.751465
	Iteration 5Q: 3 clusters Score -2748803 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -2749118.000000 Penalty: 4962.751465
	Iteration 6Q: 3 clusters Score -2749118 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2749493.250000 Penalty: 4962.751465
	Iteration 7Q: 3 clusters Score -2749493 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2749921.250000 Penalty: 4962.751465
	Iteration 8Q: 3 clusters Score -2749921 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2750506.000000 Penalty: 4962.751465
	Iteration 9Q: 3 clusters Score -2750506 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2751288.000000 Penalty: 4962.751465
	Iteration 10F: 3 clusters Score -2751288 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2752237.250000 Penalty: 4962.751465
	Iteration 11F: 3 clusters Score -2752237 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2753077.250000 Penalty: 4962.751465
	Iteration 12F: 3 clusters Score -2753077 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2753631.750000 Penalty: 4962.751465
	Iteration 13Q: 3 clusters Score -2753632 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2753924.000000 Penalty: 4962.751465
	Iteration 14Q: 3 clusters Score -2753924 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2754112.250000 Penalty: 4962.751465
	Iteration 15Q: 3 clusters Score -2754112 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2754266.000000 Penalty: 4962.751465
	Iteration 16Q: 3 clusters Score -2754266 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -2754416.250000 Penalty: 4962.751465
	Iteration 17Q: 3 clusters Score -2754416 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2754557.500000 Penalty: 4962.751465
	Iteration 18Q: 3 clusters Score -2754558 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2754645.250000 Penalty: 4962.751465
	Iteration 19Q: 3 clusters Score -2754645 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2754711.250000 Penalty: 4962.751465
	Iteration 20F: 3 clusters Score -2754711 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2754776.750000 Penalty: 4962.751465
	Iteration 21Q: 3 clusters Score -2754777 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2754839.750000 Penalty: 4962.751465
	Iteration 22Q: 3 clusters Score -2754840 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2754886.750000 Penalty: 4962.751465
	Iteration 23Q: 3 clusters Score -2754887 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2754951.500000 Penalty: 4962.751465
	Iteration 24Q: 3 clusters Score -2754952 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2755004.750000 Penalty: 4962.751465
	Iteration 25Q: 3 clusters Score -2755005 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2755051.750000 Penalty: 4962.751465
	Iteration 26Q: 3 clusters Score -2755052 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2755095.750000 Penalty: 4962.751465
	Iteration 27Q: 3 clusters Score -2755096 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2755133.500000 Penalty: 4962.751465
	Iteration 28Q: 3 clusters Score -2755134 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2755158.750000 Penalty: 4962.751465
	Iteration 29Q: 3 clusters Score -2755159 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -2755172.750000 Penalty: 4962.751465
	Iteration 30Q: 3 clusters Score -2755173 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2755180.750000 Penalty: 4962.751465
	Iteration 31Q: 3 clusters Score -2755181 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2755197.000000 Penalty: 4962.751465
	Iteration 32Q: 3 clusters Score -2755197 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2755206.750000 Penalty: 4962.751465
	Iteration 33Q: 3 clusters Score -2755207 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2755216.750000 Penalty: 4962.751465
	Iteration 34Q: 3 clusters Score -2755217 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2755234.000000 Penalty: 4962.751465
	Iteration 35Q: 3 clusters Score -2755234 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2755256.250000 Penalty: 4962.751465
	Iteration 36Q: 3 clusters Score -2755256 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2755274.750000 Penalty: 4962.751465
	Iteration 37Q: 3 clusters Score -2755275 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2755304.000000 Penalty: 4962.751465
	Iteration 38Q: 3 clusters Score -2755304 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2755323.750000 Penalty: 4962.751465
	Iteration 39Q: 3 clusters Score -2755324 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2755349.500000 Penalty: 4962.751465
	Iteration 40F: 3 clusters Score -2755350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2755361.500000 Penalty: 4962.751465
	Iteration 41Q: 3 clusters Score -2755362 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2755381.000000 Penalty: 4962.751465
	Iteration 42Q: 3 clusters Score -2755381 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2755385.500000 Penalty: 4962.751465
	Iteration 43Q: 3 clusters Score -2755386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2755393.000000 Penalty: 4962.751465
	Iteration 44Q: 3 clusters Score -2755393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2755409.500000 Penalty: 4962.751465
	Iteration 45Q: 3 clusters Score -2755410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2755419.750000 Penalty: 4962.751465
	Iteration 46Q: 3 clusters Score -2755420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2755430.750000 Penalty: 4962.751465
	Iteration 47Q: 3 clusters Score -2755431 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2755430.250000 Penalty: 4962.751465
	Iteration 48Q: 3 clusters Score -2755430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2755435.000000 Penalty: 4962.751465
	Iteration 49Q: 3 clusters Score -2755435 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2755440.250000 Penalty: 4962.751465
	Iteration 50Q: 3 clusters Score -2755440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2755460.250000 Penalty: 4962.751465
	Iteration 51Q: 3 clusters Score -2755460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2755479.750000 Penalty: 4962.751465
	Iteration 52Q: 3 clusters Score -2755480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2755487.000000 Penalty: 4962.751465
	Iteration 53Q: 3 clusters Score -2755487 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2755507.250000 Penalty: 4962.751465
	Iteration 54Q: 3 clusters Score -2755507 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -2755517.500000 Penalty: 4962.751465
	Iteration 55Q: 3 clusters Score -2755518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2755530.750000 Penalty: 4962.751465
	Iteration 56Q: 3 clusters Score -2755531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2755523.750000 Penalty: 4962.751465
	Iteration 57Q: 3 clusters Score -2755524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2755531.000000 Penalty: 4962.751465
	Iteration 58Q: 3 clusters Score -2755531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2755537.500000 Penalty: 4962.751465
	Iteration 59Q: 3 clusters Score -2755538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2755538.000000 Penalty: 4962.751465
	Iteration 60F: 3 clusters Score -2755538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2755535.500000 Penalty: 4962.751465
	Iteration 61Q: 3 clusters Score -2755536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2755543.000000 Penalty: 4962.751465
	Iteration 62Q: 3 clusters Score -2755543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2755546.500000 Penalty: 4962.751465
	Iteration 63Q: 3 clusters Score -2755546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -2755550.250000 Penalty: 4962.751465
	Iteration 64Q: 3 clusters Score -2755550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2755555.500000 Penalty: 4962.751465
	Iteration 65Q: 3 clusters Score -2755556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2755555.250000 Penalty: 4962.751465
	Iteration 66Q: 3 clusters Score -2755555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2755558.250000 Penalty: 4962.751465
	Iteration 67Q: 3 clusters Score -2755558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -2755562.500000 Penalty: 4962.751465
	Iteration 68Q: 3 clusters Score -2755562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -2755563.500000 Penalty: 4962.751465
	Iteration 69Q: 3 clusters Score -2755564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2755562.500000 Penalty: 4962.751465
	Iteration 70Q: 3 clusters Score -2755562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2755564.500000 Penalty: 4962.751465
	Iteration 71Q: 3 clusters Score -2755564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2755569.750000 Penalty: 4962.751465
	Iteration 72Q: 3 clusters Score -2755570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -2755572.250000 Penalty: 4962.751465
	Iteration 73Q: 3 clusters Score -2755572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2755574.000000 Penalty: 4962.751465
	Iteration 74Q: 3 clusters Score -2755574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2755576.500000 Penalty: 4962.751465
	Iteration 75Q: 3 clusters Score -2755576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2755579.000000 Penalty: 4962.751465
	Iteration 76Q: 3 clusters Score -2755579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2755573.500000 Penalty: 4962.751465
	Iteration 77Q: 3 clusters Score -2755574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2755576.250000 Penalty: 4962.751465
	Iteration 78Q: 3 clusters Score -2755576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -2755577.000000 Penalty: 4962.751465
	Iteration 79Q: 3 clusters Score -2755577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2755581.500000 Penalty: 4962.751465
	Iteration 80F: 3 clusters Score -2755582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2755584.250000 Penalty: 4962.751465
	Iteration 81Q: 3 clusters Score -2755584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2755579.500000 Penalty: 4962.751465
	Iteration 82Q: 3 clusters Score -2755580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2755580.500000 Penalty: 4962.751465
	Iteration 83Q: 3 clusters Score -2755580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2755579.250000 Penalty: 4962.751465
	Iteration 84Q: 3 clusters Score -2755579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2755583.250000 Penalty: 4962.751465
	Iteration 85Q: 3 clusters Score -2755583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2755584.000000 Penalty: 4962.751465
	Iteration 86Q: 3 clusters Score -2755584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2755584.250000 Penalty: 4962.751465
	Iteration 87Q: 3 clusters Score -2755584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2755583.250000 Penalty: 4962.751465
	Iteration 88Q: 3 clusters Score -2755583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2755583.500000 Penalty: 4962.751465
	Iteration 89Q: 3 clusters Score -2755584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2755587.750000 Penalty: 4962.751465
	Iteration 90Q: 3 clusters Score -2755588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -2755589.500000 Penalty: 4962.751465
	Iteration 91Q: 3 clusters Score -2755590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2755588.750000 Penalty: 4962.751465
	Iteration 92Q: 3 clusters Score -2755589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2755591.000000 Penalty: 4962.751465
	Iteration 93Q: 3 clusters Score -2755591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2755586.250000 Penalty: 4962.751465
	Iteration 94Q: 3 clusters Score -2755586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2755593.000000 Penalty: 4962.751465
	Iteration 95Q: 3 clusters Score -2755593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2755591.250000 Penalty: 4962.751465
	Iteration 96Q: 3 clusters Score -2755591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -2755592.750000 Penalty: 4962.751465
	Iteration 97Q: 3 clusters Score -2755593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -2755593.000000 Penalty: 4962.751465
	Iteration 98Q: 3 clusters Score -2755593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2755595.500000 Penalty: 4962.751465
	Iteration 99Q: 3 clusters Score -2755596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2755597.750000 Penalty: 4962.751465
	Iteration 100F: 3 clusters Score -2755598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2755601.500000 Penalty: 4962.751465
	Iteration 101Q: 3 clusters Score -2755602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2755603.750000 Penalty: 4962.751465
	Iteration 102Q: 3 clusters Score -2755604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2755603.750000 Penalty: 4962.751465
	Iteration 103Q: 3 clusters Score -2755604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2755604.500000 Penalty: 4962.751465
	Iteration 104Q: 3 clusters Score -2755604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2755605.250000 Penalty: 4962.751465
	Iteration 105Q: 3 clusters Score -2755605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2755607.000000 Penalty: 4962.751465
	Iteration 106Q: 3 clusters Score -2755607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2755607.000000 Penalty: 4962.751465
	Iteration 107F: 3 clusters Score -2755607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Entering Unmasked Estep 
Score: -1002297.000000 Penalty: 2253.922852
	Iteration 0F: 2 clusters Score -1002297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -995346.437500 Penalty: 4507.845703
	Iteration 0F: 3 clusters Score -995346.4 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -997257.937500 Penalty: 4507.845703
	Iteration 1F: 3 clusters Score -997257.9 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -997542.562500 Penalty: 4507.845703
	Iteration 2F: 3 clusters Score -997542.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -997768.937500 Penalty: 4507.845703
	Iteration 3F: 3 clusters Score -997768.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -997964.437500 Penalty: 4507.845703
	Iteration 4Q: 3 clusters Score -997964.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -998164.000000 Penalty: 4507.845703
	Iteration 5Q: 3 clusters Score -998164 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -998385.687500 Penalty: 4507.845703
	Iteration 6Q: 3 clusters Score -998385.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -998594.625000 Penalty: 4507.845703
	Iteration 7Q: 3 clusters Score -998594.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -998833.625000 Penalty: 4507.845703
	Iteration 8Q: 3 clusters Score -998833.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -999102.625000 Penalty: 4507.845703
	Iteration 9Q: 3 clusters Score -999102.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -999352.812500 Penalty: 4507.845703
	Iteration 10Q: 3 clusters Score -999352.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -999581.375000 Penalty: 4507.845703
	Iteration 11Q: 3 clusters Score -999581.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -999791.375000 Penalty: 4507.845703
	Iteration 12Q: 3 clusters Score -999791.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -999944.562500 Penalty: 4507.845703
	Iteration 13Q: 3 clusters Score -999944.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1000091.000000 Penalty: 4507.845703
	Iteration 14Q: 3 clusters Score -1000091 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1000205.812500 Penalty: 4507.845703
	Iteration 15Q: 3 clusters Score -1000206 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1000309.125000 Penalty: 4507.845703
	Iteration 16Q: 3 clusters Score -1000309 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1000401.062500 Penalty: 4507.845703
	Iteration 17Q: 3 clusters Score -1000401 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1000480.000000 Penalty: 4507.845703
	Iteration 18Q: 3 clusters Score -1000480 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1000544.625000 Penalty: 4507.845703
	Iteration 19Q: 3 clusters Score -1000545 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1000596.875000 Penalty: 4507.845703
	Iteration 20F: 3 clusters Score -1000597 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1000638.187500 Penalty: 4507.845703
	Iteration 21Q: 3 clusters Score -1000638 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1000682.625000 Penalty: 4507.845703
	Iteration 22Q: 3 clusters Score -1000683 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1000709.937500 Penalty: 4507.845703
	Iteration 23Q: 3 clusters Score -1000710 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1000733.000000 Penalty: 4507.845703
	Iteration 24Q: 3 clusters Score -1000733 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1000751.562500 Penalty: 4507.845703
	Iteration 25Q: 3 clusters Score -1000752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1000769.500000 Penalty: 4507.845703
	Iteration 26Q: 3 clusters Score -1000770 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1000784.562500 Penalty: 4507.845703
	Iteration 27Q: 3 clusters Score -1000785 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1000797.000000 Penalty: 4507.845703
	Iteration 28Q: 3 clusters Score -1000797 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1000808.187500 Penalty: 4507.845703
	Iteration 29Q: 3 clusters Score -1000808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1000815.312500 Penalty: 4507.845703
	Iteration 30Q: 3 clusters Score -1000815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1000824.812500 Penalty: 4507.845703
	Iteration 31Q: 3 clusters Score -1000825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1000829.750000 Penalty: 4507.845703
	Iteration 32Q: 3 clusters Score -1000830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1000832.187500 Penalty: 4507.845703
	Iteration 33Q: 3 clusters Score -1000832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1000833.937500 Penalty: 4507.845703
	Iteration 34Q: 3 clusters Score -1000834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1000834.375000 Penalty: 4507.845703
	Iteration 35Q: 3 clusters Score -1000834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1000835.687500 Penalty: 4507.845703
	Iteration 36Q: 3 clusters Score -1000836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1000834.875000 Penalty: 4507.845703
	Iteration 37Q: 3 clusters Score -1000835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1000836.812500 Penalty: 4507.845703
	Iteration 38Q: 3 clusters Score -1000837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1000836.812500 Penalty: 4507.845703
	Iteration 39F: 3 clusters Score -1000837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Entering Unmasked Estep 
Score: -766661.687500 Penalty: 2184.030273
	Iteration 0F: 2 clusters Score -766661.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -761105.125000 Penalty: 4368.060547
	Iteration 0F: 3 clusters Score -761105.1 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -762787.437500 Penalty: 4368.060547
	Iteration 1F: 3 clusters Score -762787.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -763243.437500 Penalty: 4368.060547
	Iteration 2F: 3 clusters Score -763243.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -763598.000000 Penalty: 4368.060547
	Iteration 3F: 3 clusters Score -763598 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -763896.687500 Penalty: 4368.060547
	Iteration 4F: 3 clusters Score -763896.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -764145.625000 Penalty: 4368.060547
	Iteration 5Q: 3 clusters Score -764145.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -764387.000000 Penalty: 4368.060547
	Iteration 6Q: 3 clusters Score -764387 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -764646.562500 Penalty: 4368.060547
	Iteration 7Q: 3 clusters Score -764646.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -764899.562500 Penalty: 4368.060547
	Iteration 8Q: 3 clusters Score -764899.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -765085.875000 Penalty: 4368.060547
	Iteration 9Q: 3 clusters Score -765085.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -765232.312500 Penalty: 4368.060547
	Iteration 10Q: 3 clusters Score -765232.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -765363.125000 Penalty: 4368.060547
	Iteration 11Q: 3 clusters Score -765363.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -765458.437500 Penalty: 4368.060547
	Iteration 12Q: 3 clusters Score -765458.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -765546.250000 Penalty: 4368.060547
	Iteration 13Q: 3 clusters Score -765546.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -765603.312500 Penalty: 4368.060547
	Iteration 14Q: 3 clusters Score -765603.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -765637.687500 Penalty: 4368.060547
	Iteration 15Q: 3 clusters Score -765637.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -765665.187500 Penalty: 4368.060547
	Iteration 16Q: 3 clusters Score -765665.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -765684.375000 Penalty: 4368.060547
	Iteration 17Q: 3 clusters Score -765684.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -765704.437500 Penalty: 4368.060547
	Iteration 18Q: 3 clusters Score -765704.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -765724.250000 Penalty: 4368.060547
	Iteration 19Q: 3 clusters Score -765724.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -765749.000000 Penalty: 4368.060547
	Iteration 20F: 3 clusters Score -765749 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -765778.625000 Penalty: 4368.060547
	Iteration 21Q: 3 clusters Score -765778.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -765792.312500 Penalty: 4368.060547
	Iteration 22Q: 3 clusters Score -765792.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -765809.937500 Penalty: 4368.060547
	Iteration 23Q: 3 clusters Score -765809.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -765826.562500 Penalty: 4368.060547
	Iteration 24Q: 3 clusters Score -765826.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -765839.437500 Penalty: 4368.060547
	Iteration 25Q: 3 clusters Score -765839.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -765846.062500 Penalty: 4368.060547
	Iteration 26Q: 3 clusters Score -765846.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -765849.125000 Penalty: 4368.060547
	Iteration 27Q: 3 clusters Score -765849.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -765851.875000 Penalty: 4368.060547
	Iteration 28Q: 3 clusters Score -765851.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -765852.687500 Penalty: 4368.060547
	Iteration 29Q: 3 clusters Score -765852.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -765852.875000 Penalty: 4368.060547
	Iteration 30Q: 3 clusters Score -765852.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -765854.062500 Penalty: 4368.060547
	Iteration 31Q: 3 clusters Score -765854.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -765855.250000 Penalty: 4368.060547
	Iteration 32Q: 3 clusters Score -765855.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -765855.812500 Penalty: 4368.060547
	Iteration 33Q: 3 clusters Score -765855.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -765855.812500 Penalty: 4368.060547
	Iteration 34F: 3 clusters Score -765855.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Entering Unmasked Estep 
Score: -550777.250000 Penalty: 2096.390625
	Iteration 0F: 2 clusters Score -550777.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -546463.312500 Penalty: 4192.781250
	Iteration 0F: 3 clusters Score -546463.3 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -547461.625000 Penalty: 4192.781250
	Iteration 1F: 3 clusters Score -547461.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -547734.937500 Penalty: 4192.781250
	Iteration 2F: 3 clusters Score -547734.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -548008.875000 Penalty: 4192.781250
	Iteration 3F: 3 clusters Score -548008.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -548358.750000 Penalty: 4192.781250
	Iteration 4F: 3 clusters Score -548358.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -548700.375000 Penalty: 4192.781250
	Iteration 5F: 3 clusters Score -548700.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -549022.562500 Penalty: 4192.781250
	Iteration 6F: 3 clusters Score -549022.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -549243.187500 Penalty: 4192.781250
	Iteration 7F: 3 clusters Score -549243.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -549366.687500 Penalty: 4192.781250
	Iteration 8Q: 3 clusters Score -549366.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -549429.000000 Penalty: 4192.781250
	Iteration 9Q: 3 clusters Score -549429 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -549455.750000 Penalty: 4192.781250
	Iteration 10Q: 3 clusters Score -549455.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -549476.312500 Penalty: 4192.781250
	Iteration 11Q: 3 clusters Score -549476.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -549481.375000 Penalty: 4192.781250
	Iteration 12Q: 3 clusters Score -549481.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -549484.187500 Penalty: 4192.781250
	Iteration 13Q: 3 clusters Score -549484.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -549489.500000 Penalty: 4192.781250
	Iteration 14Q: 3 clusters Score -549489.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -549491.812500 Penalty: 4192.781250
	Iteration 15Q: 3 clusters Score -549491.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -549493.937500 Penalty: 4192.781250
	Iteration 16Q: 3 clusters Score -549493.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -549494.250000 Penalty: 4192.781250
	Iteration 17Q: 3 clusters Score -549494.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -549495.312500 Penalty: 4192.781250
	Iteration 18Q: 3 clusters Score -549495.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -549495.312500 Penalty: 4192.781250
	Iteration 19F: 3 clusters Score -549495.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -31060.832031 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -31060.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29727.597656 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -29727.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29896.800781 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -29896.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30036.921875 Penalty: 2909.768066
	Iteration 2F: 3 clusters Score -30036.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30176.640625 Penalty: 2909.768066
	Iteration 3F: 3 clusters Score -30176.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30384.222656 Penalty: 2909.768066
	Iteration 4F: 3 clusters Score -30384.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30667.496094 Penalty: 2909.768066
	Iteration 5F: 3 clusters Score -30667.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -30826.771484 Penalty: 2909.768066
	Iteration 6F: 3 clusters Score -30826.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -30859.876953 Penalty: 2909.768066
	Iteration 7Q: 3 clusters Score -30859.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30878.369141 Penalty: 2909.768066
	Iteration 8Q: 3 clusters Score -30878.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -30888.849609 Penalty: 2909.768066
	Iteration 9Q: 3 clusters Score -30888.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -30943.884766 Penalty: 2909.768066
	Iteration 10Q: 3 clusters Score -30943.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -30981.175781 Penalty: 2909.768066
	Iteration 11Q: 3 clusters Score -30981.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -31031.449219 Penalty: 2909.768066
	Iteration 12Q: 3 clusters Score -31031.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -31042.824219 Penalty: 2909.768066
	Iteration 13Q: 3 clusters Score -31042.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -31042.824219 Penalty: 2909.768066
	Iteration 14F: 3 clusters Score -31042.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (57328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57328 members 
Entering Unmasked Estep 
Score: -7038539.000000 Penalty: 2717.223145
	Iteration 0F: 2 clusters Score -7038539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -7000087.500000 Penalty: 5434.446289
	Iteration 0F: 3 clusters Score -7000088 nChanged 26546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -7015240.500000 Penalty: 5434.446289
	Iteration 1F: 3 clusters Score -7015240 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -7015947.000000 Penalty: 5434.446289
	Iteration 2Q: 3 clusters Score -7015947 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -7016532.000000 Penalty: 5434.446289
	Iteration 3Q: 3 clusters Score -7016532 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -7017100.000000 Penalty: 5434.446289
	Iteration 4Q: 3 clusters Score -7017100 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -7017736.000000 Penalty: 5434.446289
	Iteration 5Q: 3 clusters Score -7017736 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -7018634.000000 Penalty: 5434.446289
	Iteration 6Q: 3 clusters Score -7018634 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -7019828.500000 Penalty: 5434.446289
	Iteration 7Q: 3 clusters Score -7019828 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -7021577.500000 Penalty: 5434.446289
	Iteration 8F: 3 clusters Score -7021578 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -7023806.000000 Penalty: 5434.446289
	Iteration 9F: 3 clusters Score -7023806 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -7026868.000000 Penalty: 5434.446289
	Iteration 10F: 3 clusters Score -7026868 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -7029906.500000 Penalty: 5434.446289
	Iteration 11F: 3 clusters Score -7029906 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -7032233.500000 Penalty: 5434.446289
	Iteration 12Q: 3 clusters Score -7032234 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -7033905.000000 Penalty: 5434.446289
	Iteration 13Q: 3 clusters Score -7033905 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -7034927.500000 Penalty: 5434.446289
	Iteration 14Q: 3 clusters Score -7034928 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -7035529.000000 Penalty: 5434.446289
	Iteration 15Q: 3 clusters Score -7035529 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55018 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -7035858.500000 Penalty: 5434.446289
	Iteration 16Q: 3 clusters Score -7035858 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -7036044.500000 Penalty: 5434.446289
	Iteration 17Q: 3 clusters Score -7036044 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -7036151.500000 Penalty: 5434.446289
	Iteration 18Q: 3 clusters Score -7036152 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55414 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7036203.500000 Penalty: 5434.446289
	Iteration 19Q: 3 clusters Score -7036204 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -7036236.000000 Penalty: 5434.446289
	Iteration 20F: 3 clusters Score -7036236 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7036257.500000 Penalty: 5434.446289
	Iteration 21Q: 3 clusters Score -7036258 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7036305.000000 Penalty: 5434.446289
	Iteration 22Q: 3 clusters Score -7036305 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7036320.500000 Penalty: 5434.446289
	Iteration 23Q: 3 clusters Score -7036320 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7036339.500000 Penalty: 5434.446289
	Iteration 24Q: 3 clusters Score -7036340 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -7036357.000000 Penalty: 5434.446289
	Iteration 25Q: 3 clusters Score -7036357 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -7036364.500000 Penalty: 5434.446289
	Iteration 26Q: 3 clusters Score -7036364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -7036391.500000 Penalty: 5434.446289
	Iteration 27Q: 3 clusters Score -7036392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55807 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -7036401.500000 Penalty: 5434.446289
	Iteration 28Q: 3 clusters Score -7036402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55832 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -7036400.500000 Penalty: 5434.446289
	Iteration 29Q: 3 clusters Score -7036400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7036389.000000 Penalty: 5434.446289
	Iteration 30Q: 3 clusters Score -7036389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55856 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -7036391.500000 Penalty: 5434.446289
	Iteration 31Q: 3 clusters Score -7036392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7036394.000000 Penalty: 5434.446289
	Iteration 32Q: 3 clusters Score -7036394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7036397.000000 Penalty: 5434.446289
	Iteration 33Q: 3 clusters Score -7036397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -7036405.500000 Penalty: 5434.446289
	Iteration 34Q: 3 clusters Score -7036406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7036411.500000 Penalty: 5434.446289
	Iteration 35Q: 3 clusters Score -7036412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -7036413.500000 Penalty: 5434.446289
	Iteration 36Q: 3 clusters Score -7036414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55941 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7036433.500000 Penalty: 5434.446289
	Iteration 37Q: 3 clusters Score -7036434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55952 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -7036438.000000 Penalty: 5434.446289
	Iteration 38Q: 3 clusters Score -7036438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55956 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7036430.000000 Penalty: 5434.446289
	Iteration 39Q: 3 clusters Score -7036430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -7036437.500000 Penalty: 5434.446289
	Iteration 40F: 3 clusters Score -7036438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7036428.500000 Penalty: 5434.446289
	Iteration 41Q: 3 clusters Score -7036428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55980 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -7036423.500000 Penalty: 5434.446289
	Iteration 42Q: 3 clusters Score -7036424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7036430.500000 Penalty: 5434.446289
	Iteration 43Q: 3 clusters Score -7036430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55990 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7036435.500000 Penalty: 5434.446289
	Iteration 44Q: 3 clusters Score -7036436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7036436.500000 Penalty: 5434.446289
	Iteration 45Q: 3 clusters Score -7036436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55996 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7036440.500000 Penalty: 5434.446289
	Iteration 46Q: 3 clusters Score -7036440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -7036442.000000 Penalty: 5434.446289
	Iteration 47Q: 3 clusters Score -7036442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -7036442.000000 Penalty: 5434.446289
	Iteration 48F: 3 clusters Score -7036442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Entering Unmasked Estep 
Score: -245443.046875 Penalty: 1894.631226
	Iteration 0F: 2 clusters Score -245443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -242778.046875 Penalty: 3789.262451
	Iteration 0F: 3 clusters Score -242778 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -243296.906250 Penalty: 3789.262451
	Iteration 1F: 3 clusters Score -243296.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -243430.140625 Penalty: 3789.262451
	Iteration 2F: 3 clusters Score -243430.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -243501.343750 Penalty: 3789.262451
	Iteration 3Q: 3 clusters Score -243501.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -243541.203125 Penalty: 3789.262451
	Iteration 4Q: 3 clusters Score -243541.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -243570.562500 Penalty: 3789.262451
	Iteration 5Q: 3 clusters Score -243570.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -243594.265625 Penalty: 3789.262451
	Iteration 6Q: 3 clusters Score -243594.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -243615.203125 Penalty: 3789.262451
	Iteration 7Q: 3 clusters Score -243615.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -243633.406250 Penalty: 3789.262451
	Iteration 8Q: 3 clusters Score -243633.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -243646.406250 Penalty: 3789.262451
	Iteration 9Q: 3 clusters Score -243646.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -243654.718750 Penalty: 3789.262451
	Iteration 10Q: 3 clusters Score -243654.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -243663.859375 Penalty: 3789.262451
	Iteration 11Q: 3 clusters Score -243663.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -243671.140625 Penalty: 3789.262451
	Iteration 12Q: 3 clusters Score -243671.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -243678.015625 Penalty: 3789.262451
	Iteration 13Q: 3 clusters Score -243678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -243682.640625 Penalty: 3789.262451
	Iteration 14Q: 3 clusters Score -243682.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -243689.671875 Penalty: 3789.262451
	Iteration 15Q: 3 clusters Score -243689.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -243697.937500 Penalty: 3789.262451
	Iteration 16Q: 3 clusters Score -243697.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -243707.531250 Penalty: 3789.262451
	Iteration 17Q: 3 clusters Score -243707.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -243713.015625 Penalty: 3789.262451
	Iteration 18Q: 3 clusters Score -243713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -243719.078125 Penalty: 3789.262451
	Iteration 19Q: 3 clusters Score -243719.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -243726.625000 Penalty: 3789.262451
	Iteration 20F: 3 clusters Score -243726.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -243733.109375 Penalty: 3789.262451
	Iteration 21Q: 3 clusters Score -243733.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -243743.796875 Penalty: 3789.262451
	Iteration 22Q: 3 clusters Score -243743.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -243751.531250 Penalty: 3789.262451
	Iteration 23Q: 3 clusters Score -243751.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -243759.734375 Penalty: 3789.262451
	Iteration 24Q: 3 clusters Score -243759.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -243766.531250 Penalty: 3789.262451
	Iteration 25Q: 3 clusters Score -243766.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -243773.765625 Penalty: 3789.262451
	Iteration 26Q: 3 clusters Score -243773.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -243778.890625 Penalty: 3789.262451
	Iteration 27Q: 3 clusters Score -243778.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -243789.671875 Penalty: 3789.262451
	Iteration 28Q: 3 clusters Score -243789.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -243800.640625 Penalty: 3789.262451
	Iteration 29Q: 3 clusters Score -243800.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -243809.796875 Penalty: 3789.262451
	Iteration 30Q: 3 clusters Score -243809.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -243816.656250 Penalty: 3789.262451
	Iteration 31Q: 3 clusters Score -243816.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -243819.515625 Penalty: 3789.262451
	Iteration 32Q: 3 clusters Score -243819.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -243822.187500 Penalty: 3789.262451
	Iteration 33Q: 3 clusters Score -243822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -243824.046875 Penalty: 3789.262451
	Iteration 34Q: 3 clusters Score -243824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -243825.859375 Penalty: 3789.262451
	Iteration 35Q: 3 clusters Score -243825.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -243829.468750 Penalty: 3789.262451
	Iteration 36Q: 3 clusters Score -243829.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -243833.781250 Penalty: 3789.262451
	Iteration 37Q: 3 clusters Score -243833.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -243837.125000 Penalty: 3789.262451
	Iteration 38Q: 3 clusters Score -243837.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -243838.500000 Penalty: 3789.262451
	Iteration 39Q: 3 clusters Score -243838.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -243840.046875 Penalty: 3789.262451
	Iteration 40F: 3 clusters Score -243840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -243840.109375 Penalty: 3789.262451
	Iteration 41Q: 3 clusters Score -243840.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -243840.109375 Penalty: 3789.262451
	Iteration 42F: 3 clusters Score -243840.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Entering Unmasked Estep 
Score: -362272.156250 Penalty: 1993.470825
	Iteration 0F: 2 clusters Score -362272.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -358950.500000 Penalty: 3986.941650
	Iteration 0F: 3 clusters Score -358950.5 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -359601.187500 Penalty: 3986.941650
	Iteration 1F: 3 clusters Score -359601.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -359790.125000 Penalty: 3986.941650
	Iteration 2F: 3 clusters Score -359790.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -359898.500000 Penalty: 3986.941650
	Iteration 3Q: 3 clusters Score -359898.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -359971.750000 Penalty: 3986.941650
	Iteration 4Q: 3 clusters Score -359971.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -360037.031250 Penalty: 3986.941650
	Iteration 5Q: 3 clusters Score -360037 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -360094.875000 Penalty: 3986.941650
	Iteration 6Q: 3 clusters Score -360094.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -360151.218750 Penalty: 3986.941650
	Iteration 7Q: 3 clusters Score -360151.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -360194.718750 Penalty: 3986.941650
	Iteration 8Q: 3 clusters Score -360194.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -360243.718750 Penalty: 3986.941650
	Iteration 9Q: 3 clusters Score -360243.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -360283.281250 Penalty: 3986.941650
	Iteration 10Q: 3 clusters Score -360283.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -360308.125000 Penalty: 3986.941650
	Iteration 11Q: 3 clusters Score -360308.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -360334.750000 Penalty: 3986.941650
	Iteration 12Q: 3 clusters Score -360334.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -360359.718750 Penalty: 3986.941650
	Iteration 13Q: 3 clusters Score -360359.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -360373.187500 Penalty: 3986.941650
	Iteration 14Q: 3 clusters Score -360373.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -360382.750000 Penalty: 3986.941650
	Iteration 15Q: 3 clusters Score -360382.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -360391.093750 Penalty: 3986.941650
	Iteration 16Q: 3 clusters Score -360391.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -360398.687500 Penalty: 3986.941650
	Iteration 17Q: 3 clusters Score -360398.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -360404.468750 Penalty: 3986.941650
	Iteration 18Q: 3 clusters Score -360404.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -360416.937500 Penalty: 3986.941650
	Iteration 19Q: 3 clusters Score -360416.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -360425.343750 Penalty: 3986.941650
	Iteration 20F: 3 clusters Score -360425.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -360434.625000 Penalty: 3986.941650
	Iteration 21Q: 3 clusters Score -360434.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -360441.062500 Penalty: 3986.941650
	Iteration 22Q: 3 clusters Score -360441.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -360449.312500 Penalty: 3986.941650
	Iteration 23Q: 3 clusters Score -360449.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -360460.062500 Penalty: 3986.941650
	Iteration 24Q: 3 clusters Score -360460.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -360469.687500 Penalty: 3986.941650
	Iteration 25Q: 3 clusters Score -360469.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -360478.781250 Penalty: 3986.941650
	Iteration 26Q: 3 clusters Score -360478.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -360490.125000 Penalty: 3986.941650
	Iteration 27Q: 3 clusters Score -360490.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -360503.468750 Penalty: 3986.941650
	Iteration 28Q: 3 clusters Score -360503.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -360526.250000 Penalty: 3986.941650
	Iteration 29Q: 3 clusters Score -360526.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -360557.625000 Penalty: 3986.941650
	Iteration 30Q: 3 clusters Score -360557.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -360580.000000 Penalty: 3986.941650
	Iteration 31Q: 3 clusters Score -360580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -360598.000000 Penalty: 3986.941650
	Iteration 32Q: 3 clusters Score -360598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -360610.093750 Penalty: 3986.941650
	Iteration 33Q: 3 clusters Score -360610.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -360624.562500 Penalty: 3986.941650
	Iteration 34Q: 3 clusters Score -360624.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -360630.875000 Penalty: 3986.941650
	Iteration 35Q: 3 clusters Score -360630.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -360637.531250 Penalty: 3986.941650
	Iteration 36Q: 3 clusters Score -360637.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -360641.968750 Penalty: 3986.941650
	Iteration 37Q: 3 clusters Score -360642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -360642.531250 Penalty: 3986.941650
	Iteration 38Q: 3 clusters Score -360642.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -360643.750000 Penalty: 3986.941650
	Iteration 39Q: 3 clusters Score -360643.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -360644.937500 Penalty: 3986.941650
	Iteration 40F: 3 clusters Score -360644.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -360645.437500 Penalty: 3986.941650
	Iteration 41Q: 3 clusters Score -360645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -360646.187500 Penalty: 3986.941650
	Iteration 42Q: 3 clusters Score -360646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -360646.187500 Penalty: 3986.941650
	Iteration 43F: 3 clusters Score -360646.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Entering Unmasked Estep 
Score: -711998.000000 Penalty: 2156.858887
	Iteration 0F: 2 clusters Score -711998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -706846.312500 Penalty: 4313.717773
	Iteration 0F: 3 clusters Score -706846.3 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -708236.062500 Penalty: 4313.717773
	Iteration 1F: 3 clusters Score -708236.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -708485.375000 Penalty: 4313.717773
	Iteration 2F: 3 clusters Score -708485.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -708636.250000 Penalty: 4313.717773
	Iteration 3Q: 3 clusters Score -708636.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -708753.500000 Penalty: 4313.717773
	Iteration 4Q: 3 clusters Score -708753.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -708839.000000 Penalty: 4313.717773
	Iteration 5Q: 3 clusters Score -708839 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -708909.687500 Penalty: 4313.717773
	Iteration 6Q: 3 clusters Score -708909.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -708980.937500 Penalty: 4313.717773
	Iteration 7Q: 3 clusters Score -708980.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -709074.875000 Penalty: 4313.717773
	Iteration 8Q: 3 clusters Score -709074.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -709196.750000 Penalty: 4313.717773
	Iteration 9Q: 3 clusters Score -709196.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -709358.750000 Penalty: 4313.717773
	Iteration 10Q: 3 clusters Score -709358.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -709561.625000 Penalty: 4313.717773
	Iteration 11Q: 3 clusters Score -709561.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -709748.625000 Penalty: 4313.717773
	Iteration 12Q: 3 clusters Score -709748.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -709920.000000 Penalty: 4313.717773
	Iteration 13Q: 3 clusters Score -709920 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -710078.125000 Penalty: 4313.717773
	Iteration 14Q: 3 clusters Score -710078.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -710196.562500 Penalty: 4313.717773
	Iteration 15Q: 3 clusters Score -710196.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -710295.625000 Penalty: 4313.717773
	Iteration 16Q: 3 clusters Score -710295.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -710364.687500 Penalty: 4313.717773
	Iteration 17Q: 3 clusters Score -710364.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -710413.437500 Penalty: 4313.717773
	Iteration 18Q: 3 clusters Score -710413.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -710459.687500 Penalty: 4313.717773
	Iteration 19Q: 3 clusters Score -710459.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -710499.125000 Penalty: 4313.717773
	Iteration 20F: 3 clusters Score -710499.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -710530.812500 Penalty: 4313.717773
	Iteration 21Q: 3 clusters Score -710530.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -710553.500000 Penalty: 4313.717773
	Iteration 22Q: 3 clusters Score -710553.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -710566.875000 Penalty: 4313.717773
	Iteration 23Q: 3 clusters Score -710566.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -710578.375000 Penalty: 4313.717773
	Iteration 24Q: 3 clusters Score -710578.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -710589.375000 Penalty: 4313.717773
	Iteration 25Q: 3 clusters Score -710589.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -710594.562500 Penalty: 4313.717773
	Iteration 26Q: 3 clusters Score -710594.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -710597.750000 Penalty: 4313.717773
	Iteration 27Q: 3 clusters Score -710597.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -710600.375000 Penalty: 4313.717773
	Iteration 28Q: 3 clusters Score -710600.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -710600.125000 Penalty: 4313.717773
	Iteration 29Q: 3 clusters Score -710600.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -710602.062500 Penalty: 4313.717773
	Iteration 30Q: 3 clusters Score -710602.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -710602.812500 Penalty: 4313.717773
	Iteration 31Q: 3 clusters Score -710602.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -710604.125000 Penalty: 4313.717773
	Iteration 32Q: 3 clusters Score -710604.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -710604.125000 Penalty: 4313.717773
	Iteration 33F: 3 clusters Score -710604.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -57307.769531 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -57307.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55768.558594 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -55768.56 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55963.507812 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -55963.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56004.156250 Penalty: 3126.099121
	Iteration 2Q: 3 clusters Score -56004.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56015.187500 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -56015.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56018.695312 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -56018.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56018.695312 Penalty: 3126.099121
	Iteration 5F: 3 clusters Score -56018.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (252027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252027 members 
Entering Unmasked Estep 
Score: -30921322.000000 Penalty: 3084.448242
	Iteration 0F: 2 clusters Score -3.092132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125785 members 
Mstep: Class 2 contains 126242 members 
Entering Unmasked Estep 
Score: -30762646.000000 Penalty: 6168.896484
	Iteration 0F: 3 clusters Score -3.076265e+07 nChanged 121580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122635 members 
Mstep: Class 2 contains 129392 members 
Entering Unmasked Estep 
Score: -30834440.000000 Penalty: 6168.896484
	Iteration 1F: 3 clusters Score -3.083444e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120403 members 
Mstep: Class 2 contains 131624 members 
Entering Unmasked Estep 
Score: -30835886.000000 Penalty: 6168.896484
	Iteration 2Q: 3 clusters Score -3.083589e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116828 members 
Mstep: Class 2 contains 135199 members 
Entering Unmasked Estep 
Score: -30838518.000000 Penalty: 6168.896484
	Iteration 3Q: 3 clusters Score -3.083852e+07 nChanged 9580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111650 members 
Mstep: Class 2 contains 140377 members 
Entering Unmasked Estep 
Score: -30842666.000000 Penalty: 6168.896484
	Iteration 4Q: 3 clusters Score -3.084267e+07 nChanged 11603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104233 members 
Mstep: Class 2 contains 147794 members 
Entering Unmasked Estep 
Score: -30849206.000000 Penalty: 6168.896484
	Iteration 5Q: 3 clusters Score -3.084921e+07 nChanged 14059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94426 members 
Mstep: Class 2 contains 157601 members 
Entering Unmasked Estep 
Score: -30858640.000000 Penalty: 6168.896484
	Iteration 6F: 3 clusters Score -3.085864e+07 nChanged 15708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82910 members 
Mstep: Class 2 contains 169117 members 
Entering Unmasked Estep 
Score: -30870844.000000 Penalty: 6168.896484
	Iteration 7F: 3 clusters Score -3.087084e+07 nChanged 15908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71206 members 
Mstep: Class 2 contains 180821 members 
Entering Unmasked Estep 
Score: -30882472.000000 Penalty: 6168.896484
	Iteration 8F: 3 clusters Score -3.088247e+07 nChanged 14200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 191043 members 
Entering Unmasked Estep 
Score: -30891798.000000 Penalty: 6168.896484
	Iteration 9F: 3 clusters Score -3.08918e+07 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 199193 members 
Entering Unmasked Estep 
Score: -30898510.000000 Penalty: 6168.896484
	Iteration 10Q: 3 clusters Score -3.089851e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 205612 members 
Entering Unmasked Estep 
Score: -30902762.000000 Penalty: 6168.896484
	Iteration 11Q: 3 clusters Score -3.090276e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 210883 members 
Entering Unmasked Estep 
Score: -30905384.000000 Penalty: 6168.896484
	Iteration 12Q: 3 clusters Score -3.090538e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 215354 members 
Entering Unmasked Estep 
Score: -30907388.000000 Penalty: 6168.896484
	Iteration 13Q: 3 clusters Score -3.090739e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 219433 members 
Entering Unmasked Estep 
Score: -30909062.000000 Penalty: 6168.896484
	Iteration 14Q: 3 clusters Score -3.090906e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 223334 members 
Entering Unmasked Estep 
Score: -30910436.000000 Penalty: 6168.896484
	Iteration 15Q: 3 clusters Score -3.091044e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 226928 members 
Entering Unmasked Estep 
Score: -30911596.000000 Penalty: 6168.896484
	Iteration 16Q: 3 clusters Score -3.09116e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 230196 members 
Entering Unmasked Estep 
Score: -30912618.000000 Penalty: 6168.896484
	Iteration 17Q: 3 clusters Score -3.091262e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 233133 members 
Entering Unmasked Estep 
Score: -30913634.000000 Penalty: 6168.896484
	Iteration 18Q: 3 clusters Score -3.091363e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 235812 members 
Entering Unmasked Estep 
Score: -30914352.000000 Penalty: 6168.896484
	Iteration 19Q: 3 clusters Score -3.091435e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 238176 members 
Entering Unmasked Estep 
Score: -30915244.000000 Penalty: 6168.896484
	Iteration 20F: 3 clusters Score -3.091524e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 240326 members 
Entering Unmasked Estep 
Score: -30915810.000000 Penalty: 6168.896484
	Iteration 21Q: 3 clusters Score -3.091581e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 242126 members 
Entering Unmasked Estep 
Score: -30916398.000000 Penalty: 6168.896484
	Iteration 22Q: 3 clusters Score -3.09164e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 243748 members 
Entering Unmasked Estep 
Score: -30916922.000000 Penalty: 6168.896484
	Iteration 23Q: 3 clusters Score -3.091692e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 245083 members 
Entering Unmasked Estep 
Score: -30917322.000000 Penalty: 6168.896484
	Iteration 24Q: 3 clusters Score -3.091732e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 246124 members 
Entering Unmasked Estep 
Score: -30917546.000000 Penalty: 6168.896484
	Iteration 25Q: 3 clusters Score -3.091755e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 246963 members 
Entering Unmasked Estep 
Score: -30917778.000000 Penalty: 6168.896484
	Iteration 26Q: 3 clusters Score -3.091778e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 247641 members 
Entering Unmasked Estep 
Score: -30917984.000000 Penalty: 6168.896484
	Iteration 27Q: 3 clusters Score -3.091798e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 248185 members 
Entering Unmasked Estep 
Score: -30918230.000000 Penalty: 6168.896484
	Iteration 28Q: 3 clusters Score -3.091823e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 248625 members 
Entering Unmasked Estep 
Score: -30918430.000000 Penalty: 6168.896484
	Iteration 29Q: 3 clusters Score -3.091843e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 248994 members 
Entering Unmasked Estep 
Score: -30918492.000000 Penalty: 6168.896484
	Iteration 30Q: 3 clusters Score -3.091849e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 249300 members 
Entering Unmasked Estep 
Score: -30918546.000000 Penalty: 6168.896484
	Iteration 31Q: 3 clusters Score -3.091855e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 249543 members 
Entering Unmasked Estep 
Score: -30918632.000000 Penalty: 6168.896484
	Iteration 32Q: 3 clusters Score -3.091863e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 249732 members 
Entering Unmasked Estep 
Score: -30918716.000000 Penalty: 6168.896484
	Iteration 33Q: 3 clusters Score -3.091872e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 249870 members 
Entering Unmasked Estep 
Score: -30918710.000000 Penalty: 6168.896484
	Iteration 34Q: 3 clusters Score -3.091871e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 249975 members 
Entering Unmasked Estep 
Score: -30918738.000000 Penalty: 6168.896484
	Iteration 35Q: 3 clusters Score -3.091874e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 250061 members 
Entering Unmasked Estep 
Score: -30918784.000000 Penalty: 6168.896484
	Iteration 36Q: 3 clusters Score -3.091878e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 250131 members 
Entering Unmasked Estep 
Score: -30918802.000000 Penalty: 6168.896484
	Iteration 37Q: 3 clusters Score -3.09188e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 250183 members 
Entering Unmasked Estep 
Score: -30918814.000000 Penalty: 6168.896484
	Iteration 38Q: 3 clusters Score -3.091881e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 250234 members 
Entering Unmasked Estep 
Score: -30918854.000000 Penalty: 6168.896484
	Iteration 39Q: 3 clusters Score -3.091885e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 250262 members 
Entering Unmasked Estep 
Score: -30918860.000000 Penalty: 6168.896484
	Iteration 40F: 3 clusters Score -3.091886e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 250296 members 
Entering Unmasked Estep 
Score: -30918896.000000 Penalty: 6168.896484
	Iteration 41Q: 3 clusters Score -3.09189e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 250327 members 
Entering Unmasked Estep 
Score: -30918900.000000 Penalty: 6168.896484
	Iteration 42Q: 3 clusters Score -3.09189e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 250363 members 
Entering Unmasked Estep 
Score: -30918908.000000 Penalty: 6168.896484
	Iteration 43Q: 3 clusters Score -3.091891e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 250392 members 
Entering Unmasked Estep 
Score: -30918918.000000 Penalty: 6168.896484
	Iteration 44Q: 3 clusters Score -3.091892e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 250407 members 
Entering Unmasked Estep 
Score: -30918944.000000 Penalty: 6168.896484
	Iteration 45Q: 3 clusters Score -3.091894e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 250435 members 
Entering Unmasked Estep 
Score: -30918964.000000 Penalty: 6168.896484
	Iteration 46Q: 3 clusters Score -3.091896e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 250448 members 
Entering Unmasked Estep 
Score: -30918994.000000 Penalty: 6168.896484
	Iteration 47Q: 3 clusters Score -3.091899e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 250463 members 
Entering Unmasked Estep 
Score: -30918996.000000 Penalty: 6168.896484
	Iteration 48Q: 3 clusters Score -3.0919e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 250482 members 
Entering Unmasked Estep 
Score: -30918964.000000 Penalty: 6168.896484
	Iteration 49Q: 3 clusters Score -3.091896e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 250489 members 
Entering Unmasked Estep 
Score: -30918968.000000 Penalty: 6168.896484
	Iteration 50Q: 3 clusters Score -3.091897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 250495 members 
Entering Unmasked Estep 
Score: -30918968.000000 Penalty: 6168.896484
	Iteration 51Q: 3 clusters Score -3.091897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 250505 members 
Entering Unmasked Estep 
Score: -30918960.000000 Penalty: 6168.896484
	Iteration 52Q: 3 clusters Score -3.091896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 250515 members 
Entering Unmasked Estep 
Score: -30918944.000000 Penalty: 6168.896484
	Iteration 53Q: 3 clusters Score -3.091894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 250520 members 
Entering Unmasked Estep 
Score: -30918936.000000 Penalty: 6168.896484
	Iteration 54Q: 3 clusters Score -3.091894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 250524 members 
Entering Unmasked Estep 
Score: -30918936.000000 Penalty: 6168.896484
	Iteration 55Q: 3 clusters Score -3.091894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 250531 members 
Entering Unmasked Estep 
Score: -30918966.000000 Penalty: 6168.896484
	Iteration 56Q: 3 clusters Score -3.091897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 250536 members 
Entering Unmasked Estep 
Score: -30918954.000000 Penalty: 6168.896484
	Iteration 57Q: 3 clusters Score -3.091895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 250541 members 
Entering Unmasked Estep 
Score: -30918958.000000 Penalty: 6168.896484
	Iteration 58Q: 3 clusters Score -3.091896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 250542 members 
Entering Unmasked Estep 
Score: -30918964.000000 Penalty: 6168.896484
	Iteration 59Q: 3 clusters Score -3.091896e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 250542 members 
Entering Unmasked Estep 
Score: -30918964.000000 Penalty: 6168.896484
	Iteration 60F: 3 clusters Score -3.091896e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (9070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Entering Unmasked Estep 
Score: -1121840.000000 Penalty: 2259.956299
	Iteration 0F: 2 clusters Score -1121840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1114691.875000 Penalty: 4519.912598
	Iteration 0F: 3 clusters Score -1114692 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1116776.125000 Penalty: 4519.912598
	Iteration 1F: 3 clusters Score -1116776 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1117117.250000 Penalty: 4519.912598
	Iteration 2F: 3 clusters Score -1117117 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1117415.750000 Penalty: 4519.912598
	Iteration 3F: 3 clusters Score -1117416 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1117716.000000 Penalty: 4519.912598
	Iteration 4F: 3 clusters Score -1117716 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1118063.000000 Penalty: 4519.912598
	Iteration 5F: 3 clusters Score -1118063 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1118396.000000 Penalty: 4519.912598
	Iteration 6F: 3 clusters Score -1118396 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1118756.500000 Penalty: 4519.912598
	Iteration 7F: 3 clusters Score -1118756 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1119093.250000 Penalty: 4519.912598
	Iteration 8F: 3 clusters Score -1119093 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1119392.375000 Penalty: 4519.912598
	Iteration 9Q: 3 clusters Score -1119392 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1119631.000000 Penalty: 4519.912598
	Iteration 10Q: 3 clusters Score -1119631 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1119840.000000 Penalty: 4519.912598
	Iteration 11Q: 3 clusters Score -1119840 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1119985.375000 Penalty: 4519.912598
	Iteration 12Q: 3 clusters Score -1119985 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1120067.000000 Penalty: 4519.912598
	Iteration 13Q: 3 clusters Score -1120067 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1120107.750000 Penalty: 4519.912598
	Iteration 14Q: 3 clusters Score -1120108 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1120129.500000 Penalty: 4519.912598
	Iteration 15Q: 3 clusters Score -1120130 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1120146.625000 Penalty: 4519.912598
	Iteration 16Q: 3 clusters Score -1120147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1120155.250000 Penalty: 4519.912598
	Iteration 17Q: 3 clusters Score -1120155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1120160.000000 Penalty: 4519.912598
	Iteration 18Q: 3 clusters Score -1120160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1120167.000000 Penalty: 4519.912598
	Iteration 19Q: 3 clusters Score -1120167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1120175.250000 Penalty: 4519.912598
	Iteration 20F: 3 clusters Score -1120175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1120183.750000 Penalty: 4519.912598
	Iteration 21Q: 3 clusters Score -1120184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1120185.250000 Penalty: 4519.912598
	Iteration 22Q: 3 clusters Score -1120185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1120192.250000 Penalty: 4519.912598
	Iteration 23Q: 3 clusters Score -1120192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1120194.750000 Penalty: 4519.912598
	Iteration 24Q: 3 clusters Score -1120195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1120197.000000 Penalty: 4519.912598
	Iteration 25Q: 3 clusters Score -1120197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1120200.125000 Penalty: 4519.912598
	Iteration 26Q: 3 clusters Score -1120200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1120201.500000 Penalty: 4519.912598
	Iteration 27Q: 3 clusters Score -1120202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1120202.500000 Penalty: 4519.912598
	Iteration 28Q: 3 clusters Score -1120202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1120204.500000 Penalty: 4519.912598
	Iteration 29Q: 3 clusters Score -1120204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1120202.125000 Penalty: 4519.912598
	Iteration 30Q: 3 clusters Score -1120202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1120204.875000 Penalty: 4519.912598
	Iteration 31Q: 3 clusters Score -1120205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1120208.125000 Penalty: 4519.912598
	Iteration 32Q: 3 clusters Score -1120208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1120209.375000 Penalty: 4519.912598
	Iteration 33Q: 3 clusters Score -1120209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1120210.625000 Penalty: 4519.912598
	Iteration 34Q: 3 clusters Score -1120211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1120210.250000 Penalty: 4519.912598
	Iteration 35Q: 3 clusters Score -1120210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1120210.125000 Penalty: 4519.912598
	Iteration 36Q: 3 clusters Score -1120210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1120209.625000 Penalty: 4519.912598
	Iteration 37Q: 3 clusters Score -1120210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1120209.625000 Penalty: 4519.912598
	Iteration 38F: 3 clusters Score -1120210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -77953.656250 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -77953.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -76302.789062 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -76302.79 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76667.476562 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -76667.48 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -76862.968750 Penalty: 3257.069580
	Iteration 2F: 3 clusters Score -76862.97 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -77029.804688 Penalty: 3257.069580
	Iteration 3F: 3 clusters Score -77029.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -77171.039062 Penalty: 3257.069580
	Iteration 4Q: 3 clusters Score -77171.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -77468.453125 Penalty: 3257.069580
	Iteration 5Q: 3 clusters Score -77468.45 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77816.265625 Penalty: 3257.069580
	Iteration 6F: 3 clusters Score -77816.27 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -78003.984375 Penalty: 3257.069580
	Iteration 7F: 3 clusters Score -78003.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78123.875000 Penalty: 3257.069580
	Iteration 8Q: 3 clusters Score -78123.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -78218.226562 Penalty: 3257.069580
	Iteration 9Q: 3 clusters Score -78218.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78334.171875 Penalty: 3257.069580
	Iteration 10Q: 3 clusters Score -78334.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -78469.976562 Penalty: 3257.069580
	Iteration 11Q: 3 clusters Score -78469.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -78611.734375 Penalty: 3257.069580
	Iteration 12Q: 3 clusters Score -78611.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -78720.062500 Penalty: 3257.069580
	Iteration 13Q: 3 clusters Score -78720.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -78826.671875 Penalty: 3257.069580
	Iteration 14Q: 3 clusters Score -78826.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -78979.203125 Penalty: 3257.069580
	Iteration 15Q: 3 clusters Score -78979.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -79183.015625 Penalty: 3257.069580
	Iteration 16Q: 3 clusters Score -79183.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -79323.671875 Penalty: 3257.069580
	Iteration 17Q: 3 clusters Score -79323.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -79417.539062 Penalty: 3257.069580
	Iteration 18Q: 3 clusters Score -79417.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -79605.140625 Penalty: 3257.069580
	Iteration 19Q: 3 clusters Score -79605.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -79958.250000 Penalty: 3257.069580
	Iteration 20F: 3 clusters Score -79958.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80130.460938 Penalty: 3257.069580
	Iteration 21Q: 3 clusters Score -80130.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80130.460938 Penalty: 3257.069580
	Iteration 22F: 3 clusters Score -80130.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 193239 members 
Mstep: Class 2 contains 93220 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 60964 members 
Mstep: Class 6 contains 3366 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42353 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32699 members 
Mstep: Class 11 contains 11122 members 
Mstep: Class 12 contains 21893 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 3132 members 
Mstep: Class 15 contains 17639 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13496 members 
Mstep: Class 19 contains 64672 members 
Mstep: Class 20 contains 13943 members 
Mstep: Class 21 contains 22149 members 
Mstep: Class 22 contains 8852 members 
Mstep: Class 23 contains 6678 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57328 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 5985 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 252027 members 
Mstep: Class 32 contains 9070 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2158 members 
Mstep: Class 35 contains 259038 members 
Mstep: Class 36 contains 1538 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 24721 members 
Mstep: Class 40 contains 300 members 
Entering Unmasked Estep 
Score: -148019856.000000 Penalty: 139228.203125
Splitting cluster 33 changes total score from -148019328.000000 to -148019856.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 34 (2158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Entering Unmasked Estep 
Score: -223417.015625 Penalty: 1903.880371
	Iteration 0F: 2 clusters Score -223417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -220773.984375 Penalty: 3807.760742
	Iteration 0F: 3 clusters Score -220774 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -221417.328125 Penalty: 3807.760742
	Iteration 1F: 3 clusters Score -221417.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -221672.578125 Penalty: 3807.760742
	Iteration 2F: 3 clusters Score -221672.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -221868.531250 Penalty: 3807.760742
	Iteration 3F: 3 clusters Score -221868.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -222025.687500 Penalty: 3807.760742
	Iteration 4Q: 3 clusters Score -222025.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -222148.203125 Penalty: 3807.760742
	Iteration 5Q: 3 clusters Score -222148.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -222234.765625 Penalty: 3807.760742
	Iteration 6Q: 3 clusters Score -222234.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -222298.750000 Penalty: 3807.760742
	Iteration 7Q: 3 clusters Score -222298.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -222350.078125 Penalty: 3807.760742
	Iteration 8Q: 3 clusters Score -222350.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -222383.390625 Penalty: 3807.760742
	Iteration 9Q: 3 clusters Score -222383.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -222412.093750 Penalty: 3807.760742
	Iteration 10Q: 3 clusters Score -222412.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -222432.906250 Penalty: 3807.760742
	Iteration 11Q: 3 clusters Score -222432.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -222447.218750 Penalty: 3807.760742
	Iteration 12Q: 3 clusters Score -222447.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -222467.656250 Penalty: 3807.760742
	Iteration 13Q: 3 clusters Score -222467.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -222477.531250 Penalty: 3807.760742
	Iteration 14Q: 3 clusters Score -222477.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -222482.281250 Penalty: 3807.760742
	Iteration 15Q: 3 clusters Score -222482.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -222488.093750 Penalty: 3807.760742
	Iteration 16Q: 3 clusters Score -222488.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -222489.703125 Penalty: 3807.760742
	Iteration 17Q: 3 clusters Score -222489.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -222490.562500 Penalty: 3807.760742
	Iteration 18Q: 3 clusters Score -222490.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -222491.093750 Penalty: 3807.760742
	Iteration 19Q: 3 clusters Score -222491.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -222491.500000 Penalty: 3807.760742
	Iteration 20F: 3 clusters Score -222491.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (259038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259038 members 
Entering Unmasked Estep 
Score: -31845296.000000 Penalty: 3091.253174
	Iteration 0F: 2 clusters Score -3.18453e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129349 members 
Mstep: Class 2 contains 129689 members 
Entering Unmasked Estep 
Score: -31682398.000000 Penalty: 6182.506348
	Iteration 0F: 3 clusters Score -3.16824e+07 nChanged 125155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127624 members 
Mstep: Class 2 contains 131414 members 
Entering Unmasked Estep 
Score: -31756902.000000 Penalty: 6182.506348
	Iteration 1F: 3 clusters Score -3.17569e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126717 members 
Mstep: Class 2 contains 132321 members 
Entering Unmasked Estep 
Score: -31757870.000000 Penalty: 6182.506348
	Iteration 2Q: 3 clusters Score -3.175787e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125252 members 
Mstep: Class 2 contains 133786 members 
Entering Unmasked Estep 
Score: -31759634.000000 Penalty: 6182.506348
	Iteration 3Q: 3 clusters Score -3.175963e+07 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122824 members 
Mstep: Class 2 contains 136214 members 
Entering Unmasked Estep 
Score: -31762038.000000 Penalty: 6182.506348
	Iteration 4Q: 3 clusters Score -3.176204e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118845 members 
Mstep: Class 2 contains 140193 members 
Entering Unmasked Estep 
Score: -31765224.000000 Penalty: 6182.506348
	Iteration 5Q: 3 clusters Score -3.176522e+07 nChanged 10830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112773 members 
Mstep: Class 2 contains 146265 members 
Entering Unmasked Estep 
Score: -31770288.000000 Penalty: 6182.506348
	Iteration 6Q: 3 clusters Score -3.177029e+07 nChanged 12762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104345 members 
Mstep: Class 2 contains 154693 members 
Entering Unmasked Estep 
Score: -31778284.000000 Penalty: 6182.506348
	Iteration 7Q: 3 clusters Score -3.177828e+07 nChanged 14980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93889 members 
Mstep: Class 2 contains 165149 members 
Entering Unmasked Estep 
Score: -31789268.000000 Penalty: 6182.506348
	Iteration 8F: 3 clusters Score -3.178927e+07 nChanged 16326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82907 members 
Mstep: Class 2 contains 176131 members 
Entering Unmasked Estep 
Score: -31802652.000000 Penalty: 6182.506348
	Iteration 9F: 3 clusters Score -3.180265e+07 nChanged 15482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73665 members 
Mstep: Class 2 contains 185373 members 
Entering Unmasked Estep 
Score: -31814458.000000 Penalty: 6182.506348
	Iteration 10F: 3 clusters Score -3.181446e+07 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67050 members 
Mstep: Class 2 contains 191988 members 
Entering Unmasked Estep 
Score: -31821694.000000 Penalty: 6182.506348
	Iteration 11Q: 3 clusters Score -3.182169e+07 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 196952 members 
Entering Unmasked Estep 
Score: -31825432.000000 Penalty: 6182.506348
	Iteration 12Q: 3 clusters Score -3.182543e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 201384 members 
Entering Unmasked Estep 
Score: -31827150.000000 Penalty: 6182.506348
	Iteration 13Q: 3 clusters Score -3.182715e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 205752 members 
Entering Unmasked Estep 
Score: -31828712.000000 Penalty: 6182.506348
	Iteration 14Q: 3 clusters Score -3.182871e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 210055 members 
Entering Unmasked Estep 
Score: -31830024.000000 Penalty: 6182.506348
	Iteration 15Q: 3 clusters Score -3.183002e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 214235 members 
Entering Unmasked Estep 
Score: -31831356.000000 Penalty: 6182.506348
	Iteration 16Q: 3 clusters Score -3.183136e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 218406 members 
Entering Unmasked Estep 
Score: -31832578.000000 Penalty: 6182.506348
	Iteration 17Q: 3 clusters Score -3.183258e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 222354 members 
Entering Unmasked Estep 
Score: -31833788.000000 Penalty: 6182.506348
	Iteration 18Q: 3 clusters Score -3.183379e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 226162 members 
Entering Unmasked Estep 
Score: -31834882.000000 Penalty: 6182.506348
	Iteration 19Q: 3 clusters Score -3.183488e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 229713 members 
Entering Unmasked Estep 
Score: -31835642.000000 Penalty: 6182.506348
	Iteration 20F: 3 clusters Score -3.183564e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 233028 members 
Entering Unmasked Estep 
Score: -31836466.000000 Penalty: 6182.506348
	Iteration 21Q: 3 clusters Score -3.183647e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 236076 members 
Entering Unmasked Estep 
Score: -31837348.000000 Penalty: 6182.506348
	Iteration 22Q: 3 clusters Score -3.183735e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 238795 members 
Entering Unmasked Estep 
Score: -31838118.000000 Penalty: 6182.506348
	Iteration 23Q: 3 clusters Score -3.183812e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 241186 members 
Entering Unmasked Estep 
Score: -31838762.000000 Penalty: 6182.506348
	Iteration 24Q: 3 clusters Score -3.183876e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 243366 members 
Entering Unmasked Estep 
Score: -31839446.000000 Penalty: 6182.506348
	Iteration 25Q: 3 clusters Score -3.183945e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 245300 members 
Entering Unmasked Estep 
Score: -31839998.000000 Penalty: 6182.506348
	Iteration 26Q: 3 clusters Score -3.184e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 247000 members 
Entering Unmasked Estep 
Score: -31840458.000000 Penalty: 6182.506348
	Iteration 27Q: 3 clusters Score -3.184046e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 248470 members 
Entering Unmasked Estep 
Score: -31841018.000000 Penalty: 6182.506348
	Iteration 28Q: 3 clusters Score -3.184102e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 249713 members 
Entering Unmasked Estep 
Score: -31841476.000000 Penalty: 6182.506348
	Iteration 29Q: 3 clusters Score -3.184148e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 250782 members 
Entering Unmasked Estep 
Score: -31841770.000000 Penalty: 6182.506348
	Iteration 30Q: 3 clusters Score -3.184177e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 251749 members 
Entering Unmasked Estep 
Score: -31842120.000000 Penalty: 6182.506348
	Iteration 31Q: 3 clusters Score -3.184212e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 252594 members 
Entering Unmasked Estep 
Score: -31842336.000000 Penalty: 6182.506348
	Iteration 32Q: 3 clusters Score -3.184234e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 253334 members 
Entering Unmasked Estep 
Score: -31842632.000000 Penalty: 6182.506348
	Iteration 33Q: 3 clusters Score -3.184263e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 253881 members 
Entering Unmasked Estep 
Score: -31842828.000000 Penalty: 6182.506348
	Iteration 34Q: 3 clusters Score -3.184283e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 254327 members 
Entering Unmasked Estep 
Score: -31843052.000000 Penalty: 6182.506348
	Iteration 35Q: 3 clusters Score -3.184305e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 254696 members 
Entering Unmasked Estep 
Score: -31843278.000000 Penalty: 6182.506348
	Iteration 36Q: 3 clusters Score -3.184328e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 254992 members 
Entering Unmasked Estep 
Score: -31843392.000000 Penalty: 6182.506348
	Iteration 37Q: 3 clusters Score -3.184339e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 255228 members 
Entering Unmasked Estep 
Score: -31843428.000000 Penalty: 6182.506348
	Iteration 38Q: 3 clusters Score -3.184343e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 255423 members 
Entering Unmasked Estep 
Score: -31843522.000000 Penalty: 6182.506348
	Iteration 39Q: 3 clusters Score -3.184352e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 255592 members 
Entering Unmasked Estep 
Score: -31843570.000000 Penalty: 6182.506348
	Iteration 40F: 3 clusters Score -3.184357e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 255729 members 
Entering Unmasked Estep 
Score: -31843602.000000 Penalty: 6182.506348
	Iteration 41Q: 3 clusters Score -3.18436e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 255829 members 
Entering Unmasked Estep 
Score: -31843694.000000 Penalty: 6182.506348
	Iteration 42Q: 3 clusters Score -3.184369e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 255912 members 
Entering Unmasked Estep 
Score: -31843706.000000 Penalty: 6182.506348
	Iteration 43Q: 3 clusters Score -3.184371e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 255989 members 
Entering Unmasked Estep 
Score: -31843706.000000 Penalty: 6182.506348
	Iteration 44Q: 3 clusters Score -3.184371e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 256043 members 
Entering Unmasked Estep 
Score: -31843734.000000 Penalty: 6182.506348
	Iteration 45Q: 3 clusters Score -3.184373e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 256092 members 
Entering Unmasked Estep 
Score: -31843766.000000 Penalty: 6182.506348
	Iteration 46Q: 3 clusters Score -3.184377e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 256131 members 
Entering Unmasked Estep 
Score: -31843764.000000 Penalty: 6182.506348
	Iteration 47Q: 3 clusters Score -3.184376e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 256164 members 
Entering Unmasked Estep 
Score: -31843786.000000 Penalty: 6182.506348
	Iteration 48Q: 3 clusters Score -3.184379e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 256195 members 
Entering Unmasked Estep 
Score: -31843780.000000 Penalty: 6182.506348
	Iteration 49Q: 3 clusters Score -3.184378e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 256220 members 
Entering Unmasked Estep 
Score: -31843754.000000 Penalty: 6182.506348
	Iteration 50Q: 3 clusters Score -3.184375e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 256244 members 
Entering Unmasked Estep 
Score: -31843766.000000 Penalty: 6182.506348
	Iteration 51Q: 3 clusters Score -3.184377e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 256267 members 
Entering Unmasked Estep 
Score: -31843758.000000 Penalty: 6182.506348
	Iteration 52Q: 3 clusters Score -3.184376e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 256284 members 
Entering Unmasked Estep 
Score: -31843784.000000 Penalty: 6182.506348
	Iteration 53Q: 3 clusters Score -3.184378e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 256297 members 
Entering Unmasked Estep 
Score: -31843778.000000 Penalty: 6182.506348
	Iteration 54Q: 3 clusters Score -3.184378e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 256317 members 
Entering Unmasked Estep 
Score: -31843770.000000 Penalty: 6182.506348
	Iteration 55Q: 3 clusters Score -3.184377e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 256335 members 
Entering Unmasked Estep 
Score: -31843748.000000 Penalty: 6182.506348
	Iteration 56Q: 3 clusters Score -3.184375e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 256354 members 
Entering Unmasked Estep 
Score: -31843766.000000 Penalty: 6182.506348
	Iteration 57Q: 3 clusters Score -3.184377e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 256367 members 
Entering Unmasked Estep 
Score: -31843782.000000 Penalty: 6182.506348
	Iteration 58Q: 3 clusters Score -3.184378e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 256379 members 
Entering Unmasked Estep 
Score: -31843778.000000 Penalty: 6182.506348
	Iteration 59Q: 3 clusters Score -3.184378e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 256391 members 
Entering Unmasked Estep 
Score: -31843812.000000 Penalty: 6182.506348
	Iteration 60F: 3 clusters Score -3.184381e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 256405 members 
Entering Unmasked Estep 
Score: -31843784.000000 Penalty: 6182.506348
	Iteration 61Q: 3 clusters Score -3.184378e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 256412 members 
Entering Unmasked Estep 
Score: -31843796.000000 Penalty: 6182.506348
	Iteration 62Q: 3 clusters Score -3.18438e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 256419 members 
Entering Unmasked Estep 
Score: -31843806.000000 Penalty: 6182.506348
	Iteration 63Q: 3 clusters Score -3.184381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 256429 members 
Entering Unmasked Estep 
Score: -31843812.000000 Penalty: 6182.506348
	Iteration 64Q: 3 clusters Score -3.184381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 256438 members 
Entering Unmasked Estep 
Score: -31843808.000000 Penalty: 6182.506348
	Iteration 65Q: 3 clusters Score -3.184381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 256452 members 
Entering Unmasked Estep 
Score: -31843804.000000 Penalty: 6182.506348
	Iteration 66Q: 3 clusters Score -3.18438e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 256456 members 
Entering Unmasked Estep 
Score: -31843814.000000 Penalty: 6182.506348
	Iteration 67Q: 3 clusters Score -3.184381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 256463 members 
Entering Unmasked Estep 
Score: -31843802.000000 Penalty: 6182.506348
	Iteration 68Q: 3 clusters Score -3.18438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 256467 members 
Entering Unmasked Estep 
Score: -31843806.000000 Penalty: 6182.506348
	Iteration 69Q: 3 clusters Score -3.184381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 256465 members 
Entering Unmasked Estep 
Score: -31843784.000000 Penalty: 6182.506348
	Iteration 70Q: 3 clusters Score -3.184378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 256465 members 
Entering Unmasked Estep 
Score: -31843800.000000 Penalty: 6182.506348
	Iteration 71Q: 3 clusters Score -3.18438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 256469 members 
Entering Unmasked Estep 
Score: -31843800.000000 Penalty: 6182.506348
	Iteration 72Q: 3 clusters Score -3.18438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 256472 members 
Entering Unmasked Estep 
Score: -31843810.000000 Penalty: 6182.506348
	Iteration 73Q: 3 clusters Score -3.184381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 256473 members 
Entering Unmasked Estep 
Score: -31843812.000000 Penalty: 6182.506348
	Iteration 74Q: 3 clusters Score -3.184381e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 256476 members 
Entering Unmasked Estep 
Score: -31843816.000000 Penalty: 6182.506348
	Iteration 75Q: 3 clusters Score -3.184382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 256479 members 
Entering Unmasked Estep 
Score: -31843808.000000 Penalty: 6182.506348
	Iteration 76Q: 3 clusters Score -3.184381e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 256479 members 
Entering Unmasked Estep 
Score: -31843808.000000 Penalty: 6182.506348
	Iteration 77F: 3 clusters Score -3.184381e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Entering Unmasked Estep 
Score: -166355.656250 Penalty: 1819.883057
	Iteration 0F: 2 clusters Score -166355.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -164052.406250 Penalty: 3639.766113
	Iteration 0F: 3 clusters Score -164052.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -164463.953125 Penalty: 3639.766113
	Iteration 1F: 3 clusters Score -164464 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -164698.031250 Penalty: 3639.766113
	Iteration 2F: 3 clusters Score -164698 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -164907.500000 Penalty: 3639.766113
	Iteration 3F: 3 clusters Score -164907.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -165144.093750 Penalty: 3639.766113
	Iteration 4F: 3 clusters Score -165144.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -165405.296875 Penalty: 3639.766113
	Iteration 5F: 3 clusters Score -165405.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -165574.171875 Penalty: 3639.766113
	Iteration 6F: 3 clusters Score -165574.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -165695.734375 Penalty: 3639.766113
	Iteration 7Q: 3 clusters Score -165695.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -165783.828125 Penalty: 3639.766113
	Iteration 8Q: 3 clusters Score -165783.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -165857.625000 Penalty: 3639.766113
	Iteration 9Q: 3 clusters Score -165857.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -165927.812500 Penalty: 3639.766113
	Iteration 10Q: 3 clusters Score -165927.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -165966.718750 Penalty: 3639.766113
	Iteration 11Q: 3 clusters Score -165966.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -165983.906250 Penalty: 3639.766113
	Iteration 12Q: 3 clusters Score -165983.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -165992.140625 Penalty: 3639.766113
	Iteration 13Q: 3 clusters Score -165992.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -165995.984375 Penalty: 3639.766113
	Iteration 14Q: 3 clusters Score -165996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -165997.406250 Penalty: 3639.766113
	Iteration 15Q: 3 clusters Score -165997.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -165998.765625 Penalty: 3639.766113
	Iteration 16Q: 3 clusters Score -165998.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -166000.765625 Penalty: 3639.766113
	Iteration 17Q: 3 clusters Score -166000.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -166001.671875 Penalty: 3639.766113
	Iteration 18Q: 3 clusters Score -166001.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -166001.671875 Penalty: 3639.766113
	Iteration 19F: 3 clusters Score -166001.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -92151.000000 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -92151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -90354.226562 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -90354.23 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -90952.500000 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -90952.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -91644.312500 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -91644.31 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -92192.132812 Penalty: 3371.778320
	Iteration 3F: 3 clusters Score -92192.13 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -92373.109375 Penalty: 3371.778320
	Iteration 4F: 3 clusters Score -92373.11 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -92498.257812 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -92498.26 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -92646.585938 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -92646.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -92707.867188 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -92707.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -92725.335938 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -92725.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -92751.242188 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -92751.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -92784.781250 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -92784.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -92810.164062 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -92810.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -92829.789062 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -92829.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -92848.593750 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -92848.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -92851.500000 Penalty: 3371.778320
	Iteration 14Q: 3 clusters Score -92851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -92851.500000 Penalty: 3371.778320
	Iteration 15F: 3 clusters Score -92851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 193239 members 
Mstep: Class 2 contains 93220 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 60964 members 
Mstep: Class 6 contains 3366 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42353 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32699 members 
Mstep: Class 11 contains 11122 members 
Mstep: Class 12 contains 21893 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 3132 members 
Mstep: Class 15 contains 17639 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13496 members 
Mstep: Class 19 contains 64672 members 
Mstep: Class 20 contains 13943 members 
Mstep: Class 21 contains 22149 members 
Mstep: Class 22 contains 8852 members 
Mstep: Class 23 contains 6678 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57328 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 5985 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 252027 members 
Mstep: Class 32 contains 9070 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2158 members 
Mstep: Class 35 contains 259038 members 
Mstep: Class 36 contains 1538 members 
Mstep: Class 37 contains 228 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 24721 members 
Mstep: Class 40 contains 300 members 
Mstep: Class 41 contains 668 members 
Entering Unmasked Estep 
Score: -148018864.000000 Penalty: 142708.921875
Splitting cluster 37 changes total score from -148019328.000000 to -148018864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -18051.201172 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -18051.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16961.509766 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -16961.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17011.140625 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -17011.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17037.818359 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -17037.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17045.121094 Penalty: 2583.905029
	Iteration 3Q: 3 clusters Score -17045.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17045.121094 Penalty: 2583.905029
	Iteration 4F: 3 clusters Score -17045.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (24721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Entering Unmasked Estep 
Score: -3039551.000000 Penalty: 2508.621094
	Iteration 0F: 2 clusters Score -3039551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3022446.000000 Penalty: 5017.242188
	Iteration 0F: 3 clusters Score -3022446 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3028430.750000 Penalty: 5017.242188
	Iteration 1F: 3 clusters Score -3028431 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -3029139.250000 Penalty: 5017.242188
	Iteration 2F: 3 clusters Score -3029139 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3029874.250000 Penalty: 5017.242188
	Iteration 3F: 3 clusters Score -3029874 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -3030732.750000 Penalty: 5017.242188
	Iteration 4F: 3 clusters Score -3030733 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -3031763.250000 Penalty: 5017.242188
	Iteration 5F: 3 clusters Score -3031763 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -3032978.250000 Penalty: 5017.242188
	Iteration 6F: 3 clusters Score -3032978 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -3034202.250000 Penalty: 5017.242188
	Iteration 7F: 3 clusters Score -3034202 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -3035217.250000 Penalty: 5017.242188
	Iteration 8F: 3 clusters Score -3035217 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3035822.250000 Penalty: 5017.242188
	Iteration 9Q: 3 clusters Score -3035822 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -3036128.000000 Penalty: 5017.242188
	Iteration 10Q: 3 clusters Score -3036128 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -3036328.500000 Penalty: 5017.242188
	Iteration 11Q: 3 clusters Score -3036328 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -3036504.250000 Penalty: 5017.242188
	Iteration 12Q: 3 clusters Score -3036504 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -3036661.750000 Penalty: 5017.242188
	Iteration 13Q: 3 clusters Score -3036662 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -3036782.500000 Penalty: 5017.242188
	Iteration 14Q: 3 clusters Score -3036782 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -3036886.250000 Penalty: 5017.242188
	Iteration 15Q: 3 clusters Score -3036886 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -3036963.000000 Penalty: 5017.242188
	Iteration 16Q: 3 clusters Score -3036963 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -3037026.000000 Penalty: 5017.242188
	Iteration 17Q: 3 clusters Score -3037026 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3037068.750000 Penalty: 5017.242188
	Iteration 18Q: 3 clusters Score -3037069 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -3037100.500000 Penalty: 5017.242188
	Iteration 19Q: 3 clusters Score -3037100 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -3037135.250000 Penalty: 5017.242188
	Iteration 20F: 3 clusters Score -3037135 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -3037156.250000 Penalty: 5017.242188
	Iteration 21Q: 3 clusters Score -3037156 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -3037181.000000 Penalty: 5017.242188
	Iteration 22Q: 3 clusters Score -3037181 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -3037203.000000 Penalty: 5017.242188
	Iteration 23Q: 3 clusters Score -3037203 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -3037202.500000 Penalty: 5017.242188
	Iteration 24Q: 3 clusters Score -3037202 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -3037214.000000 Penalty: 5017.242188
	Iteration 25Q: 3 clusters Score -3037214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -3037222.750000 Penalty: 5017.242188
	Iteration 26Q: 3 clusters Score -3037223 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -3037220.500000 Penalty: 5017.242188
	Iteration 27Q: 3 clusters Score -3037220 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -3037226.250000 Penalty: 5017.242188
	Iteration 28Q: 3 clusters Score -3037226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -3037242.000000 Penalty: 5017.242188
	Iteration 29Q: 3 clusters Score -3037242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -3037250.250000 Penalty: 5017.242188
	Iteration 30Q: 3 clusters Score -3037250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -3037254.250000 Penalty: 5017.242188
	Iteration 31Q: 3 clusters Score -3037254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3037262.750000 Penalty: 5017.242188
	Iteration 32Q: 3 clusters Score -3037263 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3037266.750000 Penalty: 5017.242188
	Iteration 33Q: 3 clusters Score -3037267 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -3037278.750000 Penalty: 5017.242188
	Iteration 34Q: 3 clusters Score -3037279 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -3037286.000000 Penalty: 5017.242188
	Iteration 35Q: 3 clusters Score -3037286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -3037290.750000 Penalty: 5017.242188
	Iteration 36Q: 3 clusters Score -3037291 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -3037297.250000 Penalty: 5017.242188
	Iteration 37Q: 3 clusters Score -3037297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -3037306.500000 Penalty: 5017.242188
	Iteration 38Q: 3 clusters Score -3037306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -3037311.500000 Penalty: 5017.242188
	Iteration 39Q: 3 clusters Score -3037312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -3037312.000000 Penalty: 5017.242188
	Iteration 40F: 3 clusters Score -3037312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3037317.000000 Penalty: 5017.242188
	Iteration 41Q: 3 clusters Score -3037317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3037323.000000 Penalty: 5017.242188
	Iteration 42Q: 3 clusters Score -3037323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -3037330.250000 Penalty: 5017.242188
	Iteration 43Q: 3 clusters Score -3037330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3037342.000000 Penalty: 5017.242188
	Iteration 44Q: 3 clusters Score -3037342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -3037346.750000 Penalty: 5017.242188
	Iteration 45Q: 3 clusters Score -3037347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -3037342.750000 Penalty: 5017.242188
	Iteration 46Q: 3 clusters Score -3037343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -3037350.000000 Penalty: 5017.242188
	Iteration 47Q: 3 clusters Score -3037350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3037348.250000 Penalty: 5017.242188
	Iteration 48Q: 3 clusters Score -3037348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -3037348.500000 Penalty: 5017.242188
	Iteration 49Q: 3 clusters Score -3037348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -3037362.250000 Penalty: 5017.242188
	Iteration 50Q: 3 clusters Score -3037362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -3037370.000000 Penalty: 5017.242188
	Iteration 51Q: 3 clusters Score -3037370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -3037368.750000 Penalty: 5017.242188
	Iteration 52Q: 3 clusters Score -3037369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -3037366.000000 Penalty: 5017.242188
	Iteration 53Q: 3 clusters Score -3037366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -3037374.500000 Penalty: 5017.242188
	Iteration 54Q: 3 clusters Score -3037374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3037378.000000 Penalty: 5017.242188
	Iteration 55Q: 3 clusters Score -3037378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3037378.500000 Penalty: 5017.242188
	Iteration 56Q: 3 clusters Score -3037378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -3037378.500000 Penalty: 5017.242188
	Iteration 57Q: 3 clusters Score -3037378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -3037383.000000 Penalty: 5017.242188
	Iteration 58Q: 3 clusters Score -3037383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -3037382.750000 Penalty: 5017.242188
	Iteration 59Q: 3 clusters Score -3037383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3037380.750000 Penalty: 5017.242188
	Iteration 60F: 3 clusters Score -3037381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -3037387.500000 Penalty: 5017.242188
	Iteration 61Q: 3 clusters Score -3037388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -3037390.500000 Penalty: 5017.242188
	Iteration 62Q: 3 clusters Score -3037390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -3037390.750000 Penalty: 5017.242188
	Iteration 63Q: 3 clusters Score -3037391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -3037390.500000 Penalty: 5017.242188
	Iteration 64Q: 3 clusters Score -3037390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -3037385.500000 Penalty: 5017.242188
	Iteration 65Q: 3 clusters Score -3037386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -3037389.750000 Penalty: 5017.242188
	Iteration 66Q: 3 clusters Score -3037390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -3037401.750000 Penalty: 5017.242188
	Iteration 67Q: 3 clusters Score -3037402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -3037400.750000 Penalty: 5017.242188
	Iteration 68Q: 3 clusters Score -3037401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -3037401.750000 Penalty: 5017.242188
	Iteration 69Q: 3 clusters Score -3037402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -3037409.750000 Penalty: 5017.242188
	Iteration 70Q: 3 clusters Score -3037410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -3037417.000000 Penalty: 5017.242188
	Iteration 71Q: 3 clusters Score -3037417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -3037414.000000 Penalty: 5017.242188
	Iteration 72Q: 3 clusters Score -3037414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -3037418.000000 Penalty: 5017.242188
	Iteration 73Q: 3 clusters Score -3037418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -3037420.000000 Penalty: 5017.242188
	Iteration 74Q: 3 clusters Score -3037420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -3037426.000000 Penalty: 5017.242188
	Iteration 75Q: 3 clusters Score -3037426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -3037427.750000 Penalty: 5017.242188
	Iteration 76Q: 3 clusters Score -3037428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3037427.250000 Penalty: 5017.242188
	Iteration 77Q: 3 clusters Score -3037427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -3037428.500000 Penalty: 5017.242188
	Iteration 78Q: 3 clusters Score -3037428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3037430.000000 Penalty: 5017.242188
	Iteration 79Q: 3 clusters Score -3037430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -3037430.250000 Penalty: 5017.242188
	Iteration 80F: 3 clusters Score -3037430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -3037425.000000 Penalty: 5017.242188
	Iteration 81Q: 3 clusters Score -3037425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -3037425.500000 Penalty: 5017.242188
	Iteration 82Q: 3 clusters Score -3037426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -3037425.000000 Penalty: 5017.242188
	Iteration 83Q: 3 clusters Score -3037425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -3037426.250000 Penalty: 5017.242188
	Iteration 84Q: 3 clusters Score -3037426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -3037422.750000 Penalty: 5017.242188
	Iteration 85Q: 3 clusters Score -3037423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -3037420.750000 Penalty: 5017.242188
	Iteration 86Q: 3 clusters Score -3037421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -3037422.500000 Penalty: 5017.242188
	Iteration 87Q: 3 clusters Score -3037422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -3037429.250000 Penalty: 5017.242188
	Iteration 88Q: 3 clusters Score -3037429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -3037429.000000 Penalty: 5017.242188
	Iteration 89Q: 3 clusters Score -3037429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3037423.250000 Penalty: 5017.242188
	Iteration 90Q: 3 clusters Score -3037423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -3037422.000000 Penalty: 5017.242188
	Iteration 91Q: 3 clusters Score -3037422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -3037421.750000 Penalty: 5017.242188
	Iteration 92Q: 3 clusters Score -3037422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -3037425.000000 Penalty: 5017.242188
	Iteration 93Q: 3 clusters Score -3037425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -3037428.500000 Penalty: 5017.242188
	Iteration 94Q: 3 clusters Score -3037428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -3037431.250000 Penalty: 5017.242188
	Iteration 95Q: 3 clusters Score -3037431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -3037432.500000 Penalty: 5017.242188
	Iteration 96Q: 3 clusters Score -3037432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -3037431.750000 Penalty: 5017.242188
	Iteration 97Q: 3 clusters Score -3037432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -3037436.750000 Penalty: 5017.242188
	Iteration 98Q: 3 clusters Score -3037437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -3037434.750000 Penalty: 5017.242188
	Iteration 99Q: 3 clusters Score -3037435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -3037434.250000 Penalty: 5017.242188
	Iteration 100F: 3 clusters Score -3037434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 193239 members 
Mstep: Class 2 contains 93220 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 60964 members 
Mstep: Class 6 contains 3366 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42353 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32699 members 
Mstep: Class 11 contains 11122 members 
Mstep: Class 12 contains 21893 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 3132 members 
Mstep: Class 15 contains 17639 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13496 members 
Mstep: Class 19 contains 64672 members 
Mstep: Class 20 contains 13943 members 
Mstep: Class 21 contains 22149 members 
Mstep: Class 22 contains 8852 members 
Mstep: Class 23 contains 6678 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57328 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 5985 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 252027 members 
Mstep: Class 32 contains 9070 members 
Mstep: Class 33 contains 411 members 
Mstep: Class 34 contains 2158 members 
Mstep: Class 35 contains 259038 members 
Mstep: Class 36 contains 1538 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 24721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148019952.000000 Penalty: 139228.203125
Iteration 119Q: 41 clusters Score -1.4802e+08 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 193196 members 
Mstep: Class 2 contains 93158 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 60958 members 
Mstep: Class 6 contains 3364 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42334 members 
Mstep: Class 9 contains 196 members 
Mstep: Class 10 contains 32705 members 
Mstep: Class 11 contains 11111 members 
Mstep: Class 12 contains 21887 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 3085 members 
Mstep: Class 15 contains 17639 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13497 members 
Mstep: Class 19 contains 64493 members 
Mstep: Class 20 contains 13909 members 
Mstep: Class 21 contains 22236 members 
Mstep: Class 22 contains 8863 members 
Mstep: Class 23 contains 6679 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57338 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 5986 members 
Mstep: Class 30 contains 546 members 
Mstep: Class 31 contains 251990 members 
Mstep: Class 32 contains 9112 members 
Mstep: Class 33 contains 444 members 
Mstep: Class 34 contains 2159 members 
Mstep: Class 35 contains 258889 members 
Mstep: Class 36 contains 1538 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 25130 members 
Mstep: Class 40 contains 300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148021456.000000 Penalty: 139228.203125
Iteration 120F: 41 clusters Score -1.480215e+08 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 771 members 
Mstep: Class 1 contains 193157 members 
Mstep: Class 2 contains 93101 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 60956 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42315 members 
Mstep: Class 9 contains 205 members 
Mstep: Class 10 contains 32706 members 
Mstep: Class 11 contains 11105 members 
Mstep: Class 12 contains 21876 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 14 contains 3049 members 
Mstep: Class 15 contains 17638 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13500 members 
Mstep: Class 19 contains 64330 members 
Mstep: Class 20 contains 13889 members 
Mstep: Class 21 contains 22339 members 
Mstep: Class 22 contains 8870 members 
Mstep: Class 23 contains 6681 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57324 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 5990 members 
Mstep: Class 30 contains 549 members 
Mstep: Class 31 contains 252008 members 
Mstep: Class 32 contains 9138 members 
Mstep: Class 33 contains 455 members 
Mstep: Class 34 contains 2163 members 
Mstep: Class 35 contains 258652 members 
Mstep: Class 36 contains 1538 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 25559 members 
Mstep: Class 40 contains 311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148022864.000000 Penalty: 139228.203125
Iteration 121Q: 41 clusters Score -1.480229e+08 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 769 members 
Mstep: Class 1 contains 193111 members 
Mstep: Class 2 contains 93049 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 60950 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42299 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32706 members 
Mstep: Class 11 contains 11095 members 
Mstep: Class 12 contains 21866 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 14 contains 3011 members 
Mstep: Class 15 contains 17639 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13505 members 
Mstep: Class 19 contains 64195 members 
Mstep: Class 20 contains 13880 members 
Mstep: Class 21 contains 22425 members 
Mstep: Class 22 contains 8875 members 
Mstep: Class 23 contains 6683 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57321 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 5992 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 251907 members 
Mstep: Class 32 contains 9157 members 
Mstep: Class 33 contains 460 members 
Mstep: Class 34 contains 2169 members 
Mstep: Class 35 contains 258491 members 
Mstep: Class 36 contains 1538 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 26016 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148023600.000000 Penalty: 139228.203125
Iteration 122Q: 41 clusters Score -1.480236e+08 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 769 members 
Mstep: Class 1 contains 193055 members 
Mstep: Class 2 contains 93010 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 60947 members 
Mstep: Class 6 contains 3364 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42286 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32701 members 
Mstep: Class 11 contains 11085 members 
Mstep: Class 12 contains 21861 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 2965 members 
Mstep: Class 15 contains 17642 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13509 members 
Mstep: Class 19 contains 64057 members 
Mstep: Class 20 contains 13868 members 
Mstep: Class 21 contains 22494 members 
Mstep: Class 22 contains 8884 members 
Mstep: Class 23 contains 6684 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57326 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 5989 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 251854 members 
Mstep: Class 32 contains 9182 members 
Mstep: Class 33 contains 462 members 
Mstep: Class 34 contains 2176 members 
Mstep: Class 35 contains 258324 members 
Mstep: Class 36 contains 1538 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 26441 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148023968.000000 Penalty: 139228.203125
Iteration 123Q: 41 clusters Score -1.48024e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 769 members 
Mstep: Class 1 contains 192962 members 
Mstep: Class 2 contains 92976 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 60940 members 
Mstep: Class 6 contains 3363 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42275 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32705 members 
Mstep: Class 11 contains 11083 members 
Mstep: Class 12 contains 21847 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 2918 members 
Mstep: Class 15 contains 17648 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13511 members 
Mstep: Class 19 contains 63912 members 
Mstep: Class 20 contains 13853 members 
Mstep: Class 21 contains 22534 members 
Mstep: Class 22 contains 8890 members 
Mstep: Class 23 contains 6687 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57309 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 5991 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 251808 members 
Mstep: Class 32 contains 9203 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 2182 members 
Mstep: Class 35 contains 258208 members 
Mstep: Class 36 contains 1537 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 26899 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148024272.000000 Penalty: 139228.203125
Iteration 124Q: 41 clusters Score -1.480243e+08 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 769 members 
Mstep: Class 1 contains 192900 members 
Mstep: Class 2 contains 92918 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 60942 members 
Mstep: Class 6 contains 3361 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42260 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32700 members 
Mstep: Class 11 contains 11079 members 
Mstep: Class 12 contains 21830 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 2875 members 
Mstep: Class 15 contains 17651 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13521 members 
Mstep: Class 19 contains 63775 members 
Mstep: Class 20 contains 13839 members 
Mstep: Class 21 contains 22562 members 
Mstep: Class 22 contains 8896 members 
Mstep: Class 23 contains 6691 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57289 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 5993 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 251799 members 
Mstep: Class 32 contains 9247 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 2183 members 
Mstep: Class 35 contains 258067 members 
Mstep: Class 36 contains 1540 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 27323 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148024384.000000 Penalty: 139228.203125
Iteration 125Q: 41 clusters Score -1.480244e+08 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 769 members 
Mstep: Class 1 contains 192855 members 
Mstep: Class 2 contains 92875 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 60942 members 
Mstep: Class 6 contains 3360 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42249 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32701 members 
Mstep: Class 11 contains 11074 members 
Mstep: Class 12 contains 21808 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 2834 members 
Mstep: Class 15 contains 17654 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13529 members 
Mstep: Class 19 contains 63623 members 
Mstep: Class 20 contains 13826 members 
Mstep: Class 21 contains 22605 members 
Mstep: Class 22 contains 8904 members 
Mstep: Class 23 contains 6694 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57269 members 
Mstep: Class 27 contains 2079 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 5996 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 251726 members 
Mstep: Class 32 contains 9292 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 2187 members 
Mstep: Class 35 contains 257937 members 
Mstep: Class 36 contains 1541 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 27758 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148024688.000000 Penalty: 139228.203125
Iteration 126Q: 41 clusters Score -1.480247e+08 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 769 members 
Mstep: Class 1 contains 192783 members 
Mstep: Class 2 contains 92818 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 60934 members 
Mstep: Class 6 contains 3360 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42242 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32701 members 
Mstep: Class 11 contains 11070 members 
Mstep: Class 12 contains 21791 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 2790 members 
Mstep: Class 15 contains 17656 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13533 members 
Mstep: Class 19 contains 63491 members 
Mstep: Class 20 contains 13812 members 
Mstep: Class 21 contains 22645 members 
Mstep: Class 22 contains 8912 members 
Mstep: Class 23 contains 6699 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57245 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6000 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 251682 members 
Mstep: Class 32 contains 9325 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 2190 members 
Mstep: Class 35 contains 257819 members 
Mstep: Class 36 contains 1540 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 28203 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148024912.000000 Penalty: 139228.203125
Iteration 127Q: 41 clusters Score -1.480249e+08 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 769 members 
Mstep: Class 1 contains 192696 members 
Mstep: Class 2 contains 92754 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 60939 members 
Mstep: Class 6 contains 3359 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42231 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32702 members 
Mstep: Class 11 contains 11064 members 
Mstep: Class 12 contains 21777 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 2759 members 
Mstep: Class 15 contains 17659 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13537 members 
Mstep: Class 19 contains 63347 members 
Mstep: Class 20 contains 13796 members 
Mstep: Class 21 contains 22671 members 
Mstep: Class 22 contains 8912 members 
Mstep: Class 23 contains 6697 members 
Mstep: Class 24 contains 4689 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57232 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6002 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 251694 members 
Mstep: Class 32 contains 9379 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 2195 members 
Mstep: Class 35 contains 257613 members 
Mstep: Class 36 contains 1542 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 28685 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148025184.000000 Penalty: 139228.203125
Iteration 128Q: 41 clusters Score -1.480252e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 769 members 
Mstep: Class 1 contains 192614 members 
Mstep: Class 2 contains 92676 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 60937 members 
Mstep: Class 6 contains 3357 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42221 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32697 members 
Mstep: Class 11 contains 11059 members 
Mstep: Class 12 contains 21766 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 2724 members 
Mstep: Class 15 contains 17659 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13540 members 
Mstep: Class 19 contains 63210 members 
Mstep: Class 20 contains 13780 members 
Mstep: Class 21 contains 22697 members 
Mstep: Class 22 contains 8921 members 
Mstep: Class 23 contains 6696 members 
Mstep: Class 24 contains 4689 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57220 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6004 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 251730 members 
Mstep: Class 32 contains 9420 members 
Mstep: Class 33 contains 463 members 
Mstep: Class 34 contains 2201 members 
Mstep: Class 35 contains 257420 members 
Mstep: Class 36 contains 1542 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 29151 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148025664.000000 Penalty: 139228.203125
Iteration 129Q: 41 clusters Score -1.480257e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 769 members 
Mstep: Class 1 contains 192519 members 
Mstep: Class 2 contains 92607 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 60931 members 
Mstep: Class 6 contains 3355 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42215 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32692 members 
Mstep: Class 11 contains 11054 members 
Mstep: Class 12 contains 21756 members 
Mstep: Class 13 contains 2665 members 
Mstep: Class 14 contains 2701 members 
Mstep: Class 15 contains 17661 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13539 members 
Mstep: Class 19 contains 63077 members 
Mstep: Class 20 contains 13772 members 
Mstep: Class 21 contains 22716 members 
Mstep: Class 22 contains 8924 members 
Mstep: Class 23 contains 6696 members 
Mstep: Class 24 contains 4689 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57201 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6007 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 251743 members 
Mstep: Class 32 contains 9445 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 2206 members 
Mstep: Class 35 contains 257246 members 
Mstep: Class 36 contains 1542 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 29636 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148025584.000000 Penalty: 139228.203125
Iteration 130Q: 41 clusters Score -1.480256e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 769 members 
Mstep: Class 1 contains 192480 members 
Mstep: Class 2 contains 92542 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 60924 members 
Mstep: Class 6 contains 3349 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42191 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32686 members 
Mstep: Class 11 contains 11048 members 
Mstep: Class 12 contains 21750 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 14 contains 2672 members 
Mstep: Class 15 contains 17663 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13548 members 
Mstep: Class 19 contains 62962 members 
Mstep: Class 20 contains 13758 members 
Mstep: Class 21 contains 22719 members 
Mstep: Class 22 contains 8929 members 
Mstep: Class 23 contains 6697 members 
Mstep: Class 24 contains 4689 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57183 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6009 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 251706 members 
Mstep: Class 32 contains 9475 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 2213 members 
Mstep: Class 35 contains 257034 members 
Mstep: Class 36 contains 1542 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 30162 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148025760.000000 Penalty: 139228.203125
Iteration 131Q: 41 clusters Score -1.480258e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 769 members 
Mstep: Class 1 contains 192437 members 
Mstep: Class 2 contains 92478 members 
Mstep: Class 3 contains 2458 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 60917 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42166 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32681 members 
Mstep: Class 11 contains 11044 members 
Mstep: Class 12 contains 21742 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 2635 members 
Mstep: Class 15 contains 17665 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13558 members 
Mstep: Class 19 contains 62831 members 
Mstep: Class 20 contains 13751 members 
Mstep: Class 21 contains 22726 members 
Mstep: Class 22 contains 8937 members 
Mstep: Class 23 contains 6700 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57178 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6008 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 251717 members 
Mstep: Class 32 contains 9503 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 2218 members 
Mstep: Class 35 contains 256805 members 
Mstep: Class 36 contains 1541 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 30657 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3449.106445 but Gain 3480.703125
Score: -148025872.000000 Penalty: 135747.500000
Iteration 132Q: 40 clusters Score -1.480259e+08 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 769 members 
Mstep: Class 1 contains 192491 members 
Mstep: Class 2 contains 92850 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 60918 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42152 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32676 members 
Mstep: Class 11 contains 11042 members 
Mstep: Class 12 contains 21732 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13566 members 
Mstep: Class 19 contains 62708 members 
Mstep: Class 20 contains 13743 members 
Mstep: Class 21 contains 22752 members 
Mstep: Class 22 contains 8944 members 
Mstep: Class 23 contains 6701 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57209 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6008 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 252529 members 
Mstep: Class 32 contains 9533 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 2222 members 
Mstep: Class 35 contains 257746 members 
Mstep: Class 36 contains 1541 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 31167 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028896.000000 Penalty: 135747.500000
Iteration 133Q: 40 clusters Score -1.480289e+08 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 769 members 
Mstep: Class 1 contains 192353 members 
Mstep: Class 2 contains 92642 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1787 members 
Mstep: Class 5 contains 60916 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42147 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32674 members 
Mstep: Class 11 contains 11039 members 
Mstep: Class 12 contains 21720 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13572 members 
Mstep: Class 19 contains 62601 members 
Mstep: Class 20 contains 13730 members 
Mstep: Class 21 contains 22772 members 
Mstep: Class 22 contains 8949 members 
Mstep: Class 23 contains 6703 members 
Mstep: Class 24 contains 4689 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57153 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6008 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 252417 members 
Mstep: Class 32 contains 9572 members 
Mstep: Class 33 contains 464 members 
Mstep: Class 34 contains 2223 members 
Mstep: Class 35 contains 257778 members 
Mstep: Class 36 contains 1541 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 31721 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028864.000000 Penalty: 135747.500000
Iteration 134Q: 40 clusters Score -1.480289e+08 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 769 members 
Mstep: Class 1 contains 192221 members 
Mstep: Class 2 contains 92477 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 60919 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42144 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32666 members 
Mstep: Class 11 contains 11032 members 
Mstep: Class 12 contains 21708 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 15 contains 17667 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13582 members 
Mstep: Class 19 contains 62468 members 
Mstep: Class 20 contains 13704 members 
Mstep: Class 21 contains 22791 members 
Mstep: Class 22 contains 8955 members 
Mstep: Class 23 contains 6705 members 
Mstep: Class 24 contains 4689 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57120 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6007 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 252295 members 
Mstep: Class 32 contains 9624 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 2224 members 
Mstep: Class 35 contains 257786 members 
Mstep: Class 36 contains 1541 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 32262 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148029456.000000 Penalty: 135747.500000
Iteration 135Q: 40 clusters Score -1.480295e+08 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 769 members 
Mstep: Class 1 contains 192091 members 
Mstep: Class 2 contains 92333 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 1788 members 
Mstep: Class 5 contains 60921 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42142 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32661 members 
Mstep: Class 11 contains 11028 members 
Mstep: Class 12 contains 21698 members 
Mstep: Class 13 contains 2661 members 
Mstep: Class 15 contains 17668 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13584 members 
Mstep: Class 19 contains 62351 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 22825 members 
Mstep: Class 22 contains 8952 members 
Mstep: Class 23 contains 6705 members 
Mstep: Class 24 contains 4689 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57102 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6008 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 252159 members 
Mstep: Class 32 contains 9673 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 2228 members 
Mstep: Class 35 contains 257730 members 
Mstep: Class 36 contains 1541 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 32823 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148029648.000000 Penalty: 135747.500000
Iteration 136Q: 40 clusters Score -1.480296e+08 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 769 members 
Mstep: Class 1 contains 191992 members 
Mstep: Class 2 contains 92198 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 1788 members 
Mstep: Class 5 contains 60914 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42147 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32654 members 
Mstep: Class 11 contains 11025 members 
Mstep: Class 12 contains 21689 members 
Mstep: Class 13 contains 2661 members 
Mstep: Class 15 contains 17669 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13584 members 
Mstep: Class 19 contains 62248 members 
Mstep: Class 20 contains 13651 members 
Mstep: Class 21 contains 22829 members 
Mstep: Class 22 contains 8952 members 
Mstep: Class 23 contains 6709 members 
Mstep: Class 24 contains 4689 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57100 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6012 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 251949 members 
Mstep: Class 32 contains 9715 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 2231 members 
Mstep: Class 35 contains 257688 members 
Mstep: Class 36 contains 1541 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 33402 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148029872.000000 Penalty: 135747.500000
Iteration 137Q: 40 clusters Score -1.480299e+08 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 769 members 
Mstep: Class 1 contains 191901 members 
Mstep: Class 2 contains 92067 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 1789 members 
Mstep: Class 5 contains 60903 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42154 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32648 members 
Mstep: Class 11 contains 11012 members 
Mstep: Class 12 contains 21682 members 
Mstep: Class 13 contains 2661 members 
Mstep: Class 15 contains 17669 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13583 members 
Mstep: Class 19 contains 62129 members 
Mstep: Class 20 contains 13627 members 
Mstep: Class 21 contains 22829 members 
Mstep: Class 22 contains 8952 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 4689 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57084 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6016 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 251770 members 
Mstep: Class 32 contains 9745 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 2235 members 
Mstep: Class 35 contains 257636 members 
Mstep: Class 36 contains 1542 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 34001 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148029840.000000 Penalty: 135747.500000
Iteration 138Q: 40 clusters Score -1.480298e+08 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 769 members 
Mstep: Class 1 contains 191820 members 
Mstep: Class 2 contains 91915 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 60902 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42152 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32644 members 
Mstep: Class 11 contains 11003 members 
Mstep: Class 12 contains 21676 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 15 contains 17670 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13583 members 
Mstep: Class 19 contains 61968 members 
Mstep: Class 20 contains 13619 members 
Mstep: Class 21 contains 22847 members 
Mstep: Class 22 contains 8953 members 
Mstep: Class 23 contains 6711 members 
Mstep: Class 24 contains 4689 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57094 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6018 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 251530 members 
Mstep: Class 32 contains 9773 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 2239 members 
Mstep: Class 35 contains 257596 members 
Mstep: Class 36 contains 1542 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 34642 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148030192.000000 Penalty: 135747.500000
Iteration 139Q: 40 clusters Score -1.480302e+08 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 769 members 
Mstep: Class 1 contains 191774 members 
Mstep: Class 2 contains 91790 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 60908 members 
Mstep: Class 6 contains 3344 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42153 members 
Mstep: Class 9 contains 203 members 
Mstep: Class 10 contains 32641 members 
Mstep: Class 11 contains 10989 members 
Mstep: Class 12 contains 21664 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 15 contains 17670 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13586 members 
Mstep: Class 19 contains 61798 members 
Mstep: Class 20 contains 13611 members 
Mstep: Class 21 contains 22869 members 
Mstep: Class 22 contains 8957 members 
Mstep: Class 23 contains 6716 members 
Mstep: Class 24 contains 4688 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57078 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6019 members 
Mstep: Class 30 contains 550 members 
Mstep: Class 31 contains 251293 members 
Mstep: Class 32 contains 9796 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 2245 members 
Mstep: Class 35 contains 257556 members 
Mstep: Class 36 contains 1542 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 35245 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148035696.000000 Penalty: 135747.500000
Iteration 140F: 40 clusters Score -1.480357e+08 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 656 members 
Mstep: Class 1 contains 191709 members 
Mstep: Class 2 contains 91668 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 60904 members 
Mstep: Class 6 contains 3342 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42153 members 
Mstep: Class 9 contains 314 members 
Mstep: Class 10 contains 32634 members 
Mstep: Class 11 contains 10972 members 
Mstep: Class 12 contains 21658 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 15 contains 17670 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13587 members 
Mstep: Class 19 contains 61629 members 
Mstep: Class 20 contains 13598 members 
Mstep: Class 21 contains 22906 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 6716 members 
Mstep: Class 24 contains 4686 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57056 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6020 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 251155 members 
Mstep: Class 32 contains 9835 members 
Mstep: Class 33 contains 465 members 
Mstep: Class 34 contains 2247 members 
Mstep: Class 35 contains 257412 members 
Mstep: Class 36 contains 1542 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 35869 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148041280.000000 Penalty: 135747.500000
Iteration 141Q: 40 clusters Score -1.480413e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191665 members 
Mstep: Class 2 contains 91558 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 60898 members 
Mstep: Class 6 contains 3341 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42164 members 
Mstep: Class 9 contains 311 members 
Mstep: Class 10 contains 32632 members 
Mstep: Class 11 contains 10952 members 
Mstep: Class 12 contains 21654 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 15 contains 17670 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13589 members 
Mstep: Class 19 contains 61431 members 
Mstep: Class 20 contains 13584 members 
Mstep: Class 21 contains 22938 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6717 members 
Mstep: Class 24 contains 4686 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57051 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6020 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 251064 members 
Mstep: Class 32 contains 9861 members 
Mstep: Class 33 contains 470 members 
Mstep: Class 34 contains 2251 members 
Mstep: Class 35 contains 257210 members 
Mstep: Class 36 contains 1542 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 36483 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148041888.000000 Penalty: 135747.500000
Iteration 142Q: 40 clusters Score -1.480419e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191624 members 
Mstep: Class 2 contains 91454 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 60897 members 
Mstep: Class 6 contains 3338 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42174 members 
Mstep: Class 9 contains 308 members 
Mstep: Class 10 contains 32632 members 
Mstep: Class 11 contains 10931 members 
Mstep: Class 12 contains 21652 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 15 contains 17671 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13584 members 
Mstep: Class 19 contains 61284 members 
Mstep: Class 20 contains 13565 members 
Mstep: Class 21 contains 22955 members 
Mstep: Class 22 contains 8974 members 
Mstep: Class 23 contains 6716 members 
Mstep: Class 24 contains 4686 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57057 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6020 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 250859 members 
Mstep: Class 32 contains 9908 members 
Mstep: Class 33 contains 474 members 
Mstep: Class 34 contains 2255 members 
Mstep: Class 35 contains 257027 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 37125 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042096.000000 Penalty: 135747.500000
Iteration 143Q: 40 clusters Score -1.480421e+08 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191623 members 
Mstep: Class 2 contains 91341 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 60895 members 
Mstep: Class 6 contains 3328 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42182 members 
Mstep: Class 9 contains 307 members 
Mstep: Class 10 contains 32625 members 
Mstep: Class 11 contains 10913 members 
Mstep: Class 12 contains 21649 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 15 contains 17673 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13580 members 
Mstep: Class 19 contains 61132 members 
Mstep: Class 20 contains 13543 members 
Mstep: Class 21 contains 22967 members 
Mstep: Class 22 contains 8971 members 
Mstep: Class 23 contains 6716 members 
Mstep: Class 24 contains 4686 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57085 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6021 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 250656 members 
Mstep: Class 32 contains 9948 members 
Mstep: Class 33 contains 475 members 
Mstep: Class 34 contains 2258 members 
Mstep: Class 35 contains 256839 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 37757 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042096.000000 Penalty: 135747.500000
Iteration 144Q: 40 clusters Score -1.480421e+08 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191637 members 
Mstep: Class 2 contains 91223 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 1791 members 
Mstep: Class 5 contains 60894 members 
Mstep: Class 6 contains 3322 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42181 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 32617 members 
Mstep: Class 11 contains 10890 members 
Mstep: Class 12 contains 21648 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 15 contains 17674 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13576 members 
Mstep: Class 19 contains 60969 members 
Mstep: Class 20 contains 13522 members 
Mstep: Class 21 contains 22991 members 
Mstep: Class 22 contains 8976 members 
Mstep: Class 23 contains 6718 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57085 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6022 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 250464 members 
Mstep: Class 32 contains 9972 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2262 members 
Mstep: Class 35 contains 256638 members 
Mstep: Class 36 contains 1543 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 38421 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042512.000000 Penalty: 135747.500000
Iteration 145Q: 40 clusters Score -1.480425e+08 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191623 members 
Mstep: Class 2 contains 91102 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 1793 members 
Mstep: Class 5 contains 60888 members 
Mstep: Class 6 contains 3319 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42180 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 32612 members 
Mstep: Class 11 contains 10865 members 
Mstep: Class 12 contains 21641 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 15 contains 17673 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13577 members 
Mstep: Class 19 contains 60803 members 
Mstep: Class 20 contains 13494 members 
Mstep: Class 21 contains 22992 members 
Mstep: Class 22 contains 8978 members 
Mstep: Class 23 contains 6716 members 
Mstep: Class 24 contains 4684 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57077 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6026 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 250377 members 
Mstep: Class 32 contains 9999 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2264 members 
Mstep: Class 35 contains 256412 members 
Mstep: Class 36 contains 1544 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 39082 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042576.000000 Penalty: 135747.500000
Iteration 146Q: 40 clusters Score -1.480426e+08 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191596 members 
Mstep: Class 2 contains 90959 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1795 members 
Mstep: Class 5 contains 60884 members 
Mstep: Class 6 contains 3312 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42185 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 32604 members 
Mstep: Class 11 contains 10837 members 
Mstep: Class 12 contains 21630 members 
Mstep: Class 13 contains 2661 members 
Mstep: Class 15 contains 17673 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13580 members 
Mstep: Class 19 contains 60604 members 
Mstep: Class 20 contains 13467 members 
Mstep: Class 21 contains 22990 members 
Mstep: Class 22 contains 8982 members 
Mstep: Class 23 contains 6716 members 
Mstep: Class 24 contains 4681 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57069 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6025 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 250332 members 
Mstep: Class 32 contains 10016 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2270 members 
Mstep: Class 35 contains 256205 members 
Mstep: Class 36 contains 1544 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 39767 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148043136.000000 Penalty: 135747.500000
Iteration 147Q: 40 clusters Score -1.480431e+08 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191594 members 
Mstep: Class 2 contains 90824 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 60880 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42181 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 32595 members 
Mstep: Class 11 contains 10810 members 
Mstep: Class 12 contains 21621 members 
Mstep: Class 13 contains 2661 members 
Mstep: Class 15 contains 17674 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13584 members 
Mstep: Class 19 contains 60417 members 
Mstep: Class 20 contains 13438 members 
Mstep: Class 21 contains 22981 members 
Mstep: Class 22 contains 8986 members 
Mstep: Class 23 contains 6717 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57057 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6025 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 250261 members 
Mstep: Class 32 contains 10043 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2275 members 
Mstep: Class 35 contains 255961 members 
Mstep: Class 36 contains 1546 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 40470 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148043584.000000 Penalty: 135747.500000
Iteration 148Q: 40 clusters Score -1.480436e+08 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191582 members 
Mstep: Class 2 contains 90704 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 60875 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42170 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 32596 members 
Mstep: Class 11 contains 10779 members 
Mstep: Class 12 contains 21609 members 
Mstep: Class 13 contains 2660 members 
Mstep: Class 15 contains 17675 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13584 members 
Mstep: Class 19 contains 60244 members 
Mstep: Class 20 contains 13421 members 
Mstep: Class 21 contains 22984 members 
Mstep: Class 22 contains 8993 members 
Mstep: Class 23 contains 6714 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57053 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6024 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 250204 members 
Mstep: Class 32 contains 10073 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 255641 members 
Mstep: Class 36 contains 1546 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 41193 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148043760.000000 Penalty: 135747.500000
Iteration 149Q: 40 clusters Score -1.480438e+08 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191574 members 
Mstep: Class 2 contains 90563 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 60873 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42165 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 32585 members 
Mstep: Class 11 contains 10750 members 
Mstep: Class 12 contains 21595 members 
Mstep: Class 13 contains 2661 members 
Mstep: Class 15 contains 17675 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13586 members 
Mstep: Class 19 contains 60112 members 
Mstep: Class 20 contains 13402 members 
Mstep: Class 21 contains 22989 members 
Mstep: Class 22 contains 8995 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57051 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6029 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249974 members 
Mstep: Class 32 contains 10079 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2277 members 
Mstep: Class 35 contains 255438 members 
Mstep: Class 36 contains 1546 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 41971 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148043968.000000 Penalty: 135747.500000
Iteration 150Q: 40 clusters Score -1.48044e+08 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191545 members 
Mstep: Class 2 contains 90411 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 60874 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42161 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 32578 members 
Mstep: Class 11 contains 10721 members 
Mstep: Class 12 contains 21590 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 15 contains 17676 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13585 members 
Mstep: Class 19 contains 59992 members 
Mstep: Class 20 contains 13368 members 
Mstep: Class 21 contains 22992 members 
Mstep: Class 22 contains 8992 members 
Mstep: Class 23 contains 6714 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57056 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6025 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249799 members 
Mstep: Class 32 contains 10088 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2277 members 
Mstep: Class 35 contains 255229 members 
Mstep: Class 36 contains 1546 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 42719 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044576.000000 Penalty: 135747.500000
Iteration 151Q: 40 clusters Score -1.480446e+08 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191519 members 
Mstep: Class 2 contains 90308 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60870 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42155 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 32577 members 
Mstep: Class 11 contains 10691 members 
Mstep: Class 12 contains 21581 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 15 contains 17676 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13587 members 
Mstep: Class 19 contains 59869 members 
Mstep: Class 20 contains 13326 members 
Mstep: Class 21 contains 22989 members 
Mstep: Class 22 contains 8994 members 
Mstep: Class 23 contains 6710 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57043 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6024 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249689 members 
Mstep: Class 32 contains 10115 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2277 members 
Mstep: Class 35 contains 254910 members 
Mstep: Class 36 contains 1546 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 43480 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044688.000000 Penalty: 135747.500000
Iteration 152Q: 40 clusters Score -1.480447e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191511 members 
Mstep: Class 2 contains 90198 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60874 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42161 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 32578 members 
Mstep: Class 11 contains 10663 members 
Mstep: Class 12 contains 21573 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 15 contains 17676 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13586 members 
Mstep: Class 19 contains 59727 members 
Mstep: Class 20 contains 13289 members 
Mstep: Class 21 contains 22985 members 
Mstep: Class 22 contains 8994 members 
Mstep: Class 23 contains 6711 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 57015 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6024 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249579 members 
Mstep: Class 32 contains 10145 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2276 members 
Mstep: Class 35 contains 254586 members 
Mstep: Class 36 contains 1546 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 44238 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044848.000000 Penalty: 135747.500000
Iteration 153Q: 40 clusters Score -1.480448e+08 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191511 members 
Mstep: Class 2 contains 90105 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60869 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42163 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 32574 members 
Mstep: Class 11 contains 10639 members 
Mstep: Class 12 contains 21569 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 15 contains 17676 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13587 members 
Mstep: Class 19 contains 59590 members 
Mstep: Class 20 contains 13258 members 
Mstep: Class 21 contains 22984 members 
Mstep: Class 22 contains 8995 members 
Mstep: Class 23 contains 6712 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56984 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6024 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249458 members 
Mstep: Class 32 contains 10157 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2276 members 
Mstep: Class 35 contains 254262 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 44995 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044992.000000 Penalty: 135747.500000
Iteration 154Q: 40 clusters Score -1.48045e+08 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191484 members 
Mstep: Class 2 contains 90003 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 60873 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42161 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 32567 members 
Mstep: Class 11 contains 10624 members 
Mstep: Class 12 contains 21566 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 15 contains 17677 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13586 members 
Mstep: Class 19 contains 59445 members 
Mstep: Class 20 contains 13218 members 
Mstep: Class 21 contains 22959 members 
Mstep: Class 22 contains 8995 members 
Mstep: Class 23 contains 6711 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56949 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6026 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249401 members 
Mstep: Class 32 contains 10166 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2277 members 
Mstep: Class 35 contains 253909 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 45791 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044736.000000 Penalty: 135747.500000
Iteration 155Q: 40 clusters Score -1.480447e+08 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191459 members 
Mstep: Class 2 contains 89906 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 60872 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42158 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 32558 members 
Mstep: Class 11 contains 10611 members 
Mstep: Class 12 contains 21566 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 15 contains 17678 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13583 members 
Mstep: Class 19 contains 59292 members 
Mstep: Class 20 contains 13191 members 
Mstep: Class 21 contains 22938 members 
Mstep: Class 22 contains 8997 members 
Mstep: Class 23 contains 6712 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56910 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6026 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249334 members 
Mstep: Class 32 contains 10189 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 253504 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 46626 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044592.000000 Penalty: 135747.500000
Iteration 156Q: 40 clusters Score -1.480446e+08 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191438 members 
Mstep: Class 2 contains 89780 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 60872 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42157 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 32546 members 
Mstep: Class 11 contains 10599 members 
Mstep: Class 12 contains 21565 members 
Mstep: Class 13 contains 2664 members 
Mstep: Class 15 contains 17678 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13585 members 
Mstep: Class 19 contains 59166 members 
Mstep: Class 20 contains 13169 members 
Mstep: Class 21 contains 22920 members 
Mstep: Class 22 contains 9001 members 
Mstep: Class 23 contains 6712 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56870 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6025 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249244 members 
Mstep: Class 32 contains 10223 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 253114 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 47446 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044912.000000 Penalty: 135747.500000
Iteration 157Q: 40 clusters Score -1.480449e+08 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191410 members 
Mstep: Class 2 contains 89646 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 60873 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42164 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 32531 members 
Mstep: Class 11 contains 10584 members 
Mstep: Class 12 contains 21564 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 15 contains 17678 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13588 members 
Mstep: Class 19 contains 59028 members 
Mstep: Class 20 contains 13137 members 
Mstep: Class 21 contains 22896 members 
Mstep: Class 22 contains 9008 members 
Mstep: Class 23 contains 6707 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56844 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6027 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249229 members 
Mstep: Class 32 contains 10252 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 252719 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 48226 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148045344.000000 Penalty: 135747.500000
Iteration 158Q: 40 clusters Score -1.480453e+08 nChanged 2729
Entering ConstructFrom: 
Score: -148045344.000000 Penalty: 135747.500000
Entering ConstructFrom: 
Trying to split cluster 1 (191374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191374 members 
Entering Unmasked Estep 
Score: -23227574.000000 Penalty: 3016.172363
	Iteration 0F: 2 clusters Score -2.322757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95288 members 
Mstep: Class 2 contains 96086 members 
Entering Unmasked Estep 
Score: -23101348.000000 Penalty: 6032.344727
	Iteration 0F: 3 clusters Score -2.310135e+07 nChanged 91710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87798 members 
Mstep: Class 2 contains 103576 members 
Entering Unmasked Estep 
Score: -23155938.000000 Penalty: 6032.344727
	Iteration 1F: 3 clusters Score -2.315594e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82541 members 
Mstep: Class 2 contains 108833 members 
Entering Unmasked Estep 
Score: -23158384.000000 Penalty: 6032.344727
	Iteration 2Q: 3 clusters Score -2.315838e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 116671 members 
Entering Unmasked Estep 
Score: -23163020.000000 Penalty: 6032.344727
	Iteration 3F: 3 clusters Score -2.316302e+07 nChanged 12577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63524 members 
Mstep: Class 2 contains 127850 members 
Entering Unmasked Estep 
Score: -23170702.000000 Penalty: 6032.344727
	Iteration 4F: 3 clusters Score -2.31707e+07 nChanged 15402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 142236 members 
Entering Unmasked Estep 
Score: -23182202.000000 Penalty: 6032.344727
	Iteration 5F: 3 clusters Score -2.31822e+07 nChanged 16099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 157777 members 
Entering Unmasked Estep 
Score: -23196858.000000 Penalty: 6032.344727
	Iteration 6F: 3 clusters Score -2.319686e+07 nChanged 13653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 171148 members 
Entering Unmasked Estep 
Score: -23209568.000000 Penalty: 6032.344727
	Iteration 7F: 3 clusters Score -2.320957e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 179851 members 
Entering Unmasked Estep 
Score: -23217446.000000 Penalty: 6032.344727
	Iteration 8Q: 3 clusters Score -2.321745e+07 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 184445 members 
Entering Unmasked Estep 
Score: -23221242.000000 Penalty: 6032.344727
	Iteration 9Q: 3 clusters Score -2.322124e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 186721 members 
Entering Unmasked Estep 
Score: -23223050.000000 Penalty: 6032.344727
	Iteration 10Q: 3 clusters Score -2.322305e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 187891 members 
Entering Unmasked Estep 
Score: -23223956.000000 Penalty: 6032.344727
	Iteration 11Q: 3 clusters Score -2.322396e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 188555 members 
Entering Unmasked Estep 
Score: -23224578.000000 Penalty: 6032.344727
	Iteration 12Q: 3 clusters Score -2.322458e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 188947 members 
Entering Unmasked Estep 
Score: -23224904.000000 Penalty: 6032.344727
	Iteration 13Q: 3 clusters Score -2.32249e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 189187 members 
Entering Unmasked Estep 
Score: -23225102.000000 Penalty: 6032.344727
	Iteration 14Q: 3 clusters Score -2.32251e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 189358 members 
Entering Unmasked Estep 
Score: -23225234.000000 Penalty: 6032.344727
	Iteration 15Q: 3 clusters Score -2.322523e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 189498 members 
Entering Unmasked Estep 
Score: -23225304.000000 Penalty: 6032.344727
	Iteration 16Q: 3 clusters Score -2.32253e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 189593 members 
Entering Unmasked Estep 
Score: -23225328.000000 Penalty: 6032.344727
	Iteration 17Q: 3 clusters Score -2.322533e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 189661 members 
Entering Unmasked Estep 
Score: -23225390.000000 Penalty: 6032.344727
	Iteration 18Q: 3 clusters Score -2.322539e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 189713 members 
Entering Unmasked Estep 
Score: -23225448.000000 Penalty: 6032.344727
	Iteration 19Q: 3 clusters Score -2.322545e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 189756 members 
Entering Unmasked Estep 
Score: -23225480.000000 Penalty: 6032.344727
	Iteration 20F: 3 clusters Score -2.322548e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 189788 members 
Entering Unmasked Estep 
Score: -23225454.000000 Penalty: 6032.344727
	Iteration 21Q: 3 clusters Score -2.322545e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 189808 members 
Entering Unmasked Estep 
Score: -23225494.000000 Penalty: 6032.344727
	Iteration 22Q: 3 clusters Score -2.322549e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 189832 members 
Entering Unmasked Estep 
Score: -23225474.000000 Penalty: 6032.344727
	Iteration 23Q: 3 clusters Score -2.322547e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 189861 members 
Entering Unmasked Estep 
Score: -23225484.000000 Penalty: 6032.344727
	Iteration 24Q: 3 clusters Score -2.322548e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 189888 members 
Entering Unmasked Estep 
Score: -23225520.000000 Penalty: 6032.344727
	Iteration 25Q: 3 clusters Score -2.322552e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 189899 members 
Entering Unmasked Estep 
Score: -23225518.000000 Penalty: 6032.344727
	Iteration 26Q: 3 clusters Score -2.322552e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 189911 members 
Entering Unmasked Estep 
Score: -23225528.000000 Penalty: 6032.344727
	Iteration 27Q: 3 clusters Score -2.322553e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 189925 members 
Entering Unmasked Estep 
Score: -23225540.000000 Penalty: 6032.344727
	Iteration 28Q: 3 clusters Score -2.322554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 189935 members 
Entering Unmasked Estep 
Score: -23225558.000000 Penalty: 6032.344727
	Iteration 29Q: 3 clusters Score -2.322556e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 189946 members 
Entering Unmasked Estep 
Score: -23225578.000000 Penalty: 6032.344727
	Iteration 30Q: 3 clusters Score -2.322558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 189959 members 
Entering Unmasked Estep 
Score: -23225576.000000 Penalty: 6032.344727
	Iteration 31Q: 3 clusters Score -2.322558e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 189966 members 
Entering Unmasked Estep 
Score: -23225572.000000 Penalty: 6032.344727
	Iteration 32Q: 3 clusters Score -2.322557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 189971 members 
Entering Unmasked Estep 
Score: -23225586.000000 Penalty: 6032.344727
	Iteration 33Q: 3 clusters Score -2.322559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 189974 members 
Entering Unmasked Estep 
Score: -23225576.000000 Penalty: 6032.344727
	Iteration 34Q: 3 clusters Score -2.322558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 189975 members 
Entering Unmasked Estep 
Score: -23225584.000000 Penalty: 6032.344727
	Iteration 35Q: 3 clusters Score -2.322558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 189978 members 
Entering Unmasked Estep 
Score: -23225584.000000 Penalty: 6032.344727
	Iteration 36Q: 3 clusters Score -2.322558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 189984 members 
Entering Unmasked Estep 
Score: -23225564.000000 Penalty: 6032.344727
	Iteration 37Q: 3 clusters Score -2.322556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 189988 members 
Entering Unmasked Estep 
Score: -23225572.000000 Penalty: 6032.344727
	Iteration 38Q: 3 clusters Score -2.322557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 189994 members 
Entering Unmasked Estep 
Score: -23225584.000000 Penalty: 6032.344727
	Iteration 39Q: 3 clusters Score -2.322558e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 189997 members 
Entering Unmasked Estep 
Score: -23225584.000000 Penalty: 6032.344727
	Iteration 40F: 3 clusters Score -2.322558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 189996 members 
Entering Unmasked Estep 
Score: -23225576.000000 Penalty: 6032.344727
	Iteration 41Q: 3 clusters Score -2.322558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 189998 members 
Entering Unmasked Estep 
Score: -23225590.000000 Penalty: 6032.344727
	Iteration 42Q: 3 clusters Score -2.322559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 190000 members 
Entering Unmasked Estep 
Score: -23225568.000000 Penalty: 6032.344727
	Iteration 43Q: 3 clusters Score -2.322557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 190001 members 
Entering Unmasked Estep 
Score: -23225578.000000 Penalty: 6032.344727
	Iteration 44Q: 3 clusters Score -2.322558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 190003 members 
Entering Unmasked Estep 
Score: -23225586.000000 Penalty: 6032.344727
	Iteration 45Q: 3 clusters Score -2.322559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 190004 members 
Entering Unmasked Estep 
Score: -23225592.000000 Penalty: 6032.344727
	Iteration 46Q: 3 clusters Score -2.322559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 190005 members 
Entering Unmasked Estep 
Score: -23225592.000000 Penalty: 6032.344727
	Iteration 47Q: 3 clusters Score -2.322559e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 190007 members 
Entering Unmasked Estep 
Score: -23225586.000000 Penalty: 6032.344727
	Iteration 48Q: 3 clusters Score -2.322559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 190008 members 
Entering Unmasked Estep 
Score: -23225578.000000 Penalty: 6032.344727
	Iteration 49Q: 3 clusters Score -2.322558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 190008 members 
Entering Unmasked Estep 
Score: -23225584.000000 Penalty: 6032.344727
	Iteration 50Q: 3 clusters Score -2.322558e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 190008 members 
Entering Unmasked Estep 
Score: -23225584.000000 Penalty: 6032.344727
	Iteration 51F: 3 clusters Score -2.322558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (89502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89502 members 
Entering Unmasked Estep 
Score: -10844867.000000 Penalty: 2827.700195
	Iteration 0F: 2 clusters Score -1.084487e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -10785166.000000 Penalty: 5655.400391
	Iteration 0F: 3 clusters Score -1.078517e+07 nChanged 41953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -10808686.000000 Penalty: 5655.400391
	Iteration 1F: 3 clusters Score -1.080869e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -10809216.000000 Penalty: 5655.400391
	Iteration 2Q: 3 clusters Score -1.080922e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -10809727.000000 Penalty: 5655.400391
	Iteration 3Q: 3 clusters Score -1.080973e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -10810232.000000 Penalty: 5655.400391
	Iteration 4Q: 3 clusters Score -1.081023e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -10810774.000000 Penalty: 5655.400391
	Iteration 5Q: 3 clusters Score -1.081077e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -10811464.000000 Penalty: 5655.400391
	Iteration 6Q: 3 clusters Score -1.081146e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -10812179.000000 Penalty: 5655.400391
	Iteration 7Q: 3 clusters Score -1.081218e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -10813081.000000 Penalty: 5655.400391
	Iteration 8Q: 3 clusters Score -1.081308e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -10814388.000000 Penalty: 5655.400391
	Iteration 9Q: 3 clusters Score -1.081439e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -10816158.000000 Penalty: 5655.400391
	Iteration 10Q: 3 clusters Score -1.081616e+07 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -10818659.000000 Penalty: 5655.400391
	Iteration 11Q: 3 clusters Score -1.081866e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -10821421.000000 Penalty: 5655.400391
	Iteration 12F: 3 clusters Score -1.082142e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -10823922.000000 Penalty: 5655.400391
	Iteration 13F: 3 clusters Score -1.082392e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -10825392.000000 Penalty: 5655.400391
	Iteration 14Q: 3 clusters Score -1.082539e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -10826013.000000 Penalty: 5655.400391
	Iteration 15Q: 3 clusters Score -1.082601e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -10826430.000000 Penalty: 5655.400391
	Iteration 16Q: 3 clusters Score -1.082643e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -10826657.000000 Penalty: 5655.400391
	Iteration 17Q: 3 clusters Score -1.082666e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -10826942.000000 Penalty: 5655.400391
	Iteration 18Q: 3 clusters Score -1.082694e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -10827245.000000 Penalty: 5655.400391
	Iteration 19Q: 3 clusters Score -1.082724e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -10827516.000000 Penalty: 5655.400391
	Iteration 20F: 3 clusters Score -1.082752e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -10827794.000000 Penalty: 5655.400391
	Iteration 21Q: 3 clusters Score -1.082779e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -10828156.000000 Penalty: 5655.400391
	Iteration 22Q: 3 clusters Score -1.082816e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -10828632.000000 Penalty: 5655.400391
	Iteration 23Q: 3 clusters Score -1.082863e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 58053 members 
Entering Unmasked Estep 
Score: -10829208.000000 Penalty: 5655.400391
	Iteration 24Q: 3 clusters Score -1.082921e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 59710 members 
Entering Unmasked Estep 
Score: -10829768.000000 Penalty: 5655.400391
	Iteration 25Q: 3 clusters Score -1.082977e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 61436 members 
Entering Unmasked Estep 
Score: -10830432.000000 Penalty: 5655.400391
	Iteration 26Q: 3 clusters Score -1.083043e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 63224 members 
Entering Unmasked Estep 
Score: -10831196.000000 Penalty: 5655.400391
	Iteration 27Q: 3 clusters Score -1.08312e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 65115 members 
Entering Unmasked Estep 
Score: -10831987.000000 Penalty: 5655.400391
	Iteration 28Q: 3 clusters Score -1.083199e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 66963 members 
Entering Unmasked Estep 
Score: -10832930.000000 Penalty: 5655.400391
	Iteration 29Q: 3 clusters Score -1.083293e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -10833872.000000 Penalty: 5655.400391
	Iteration 30Q: 3 clusters Score -1.083387e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 70581 members 
Entering Unmasked Estep 
Score: -10834893.000000 Penalty: 5655.400391
	Iteration 31Q: 3 clusters Score -1.083489e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -10835819.000000 Penalty: 5655.400391
	Iteration 32Q: 3 clusters Score -1.083582e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 73715 members 
Entering Unmasked Estep 
Score: -10836662.000000 Penalty: 5655.400391
	Iteration 33Q: 3 clusters Score -1.083666e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 75012 members 
Entering Unmasked Estep 
Score: -10837445.000000 Penalty: 5655.400391
	Iteration 34Q: 3 clusters Score -1.083744e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 76185 members 
Entering Unmasked Estep 
Score: -10838144.000000 Penalty: 5655.400391
	Iteration 35Q: 3 clusters Score -1.083814e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 77194 members 
Entering Unmasked Estep 
Score: -10838577.000000 Penalty: 5655.400391
	Iteration 36Q: 3 clusters Score -1.083858e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 78107 members 
Entering Unmasked Estep 
Score: -10839021.000000 Penalty: 5655.400391
	Iteration 37Q: 3 clusters Score -1.083902e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 78926 members 
Entering Unmasked Estep 
Score: -10839425.000000 Penalty: 5655.400391
	Iteration 38Q: 3 clusters Score -1.083942e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 79630 members 
Entering Unmasked Estep 
Score: -10839748.000000 Penalty: 5655.400391
	Iteration 39Q: 3 clusters Score -1.083975e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 80223 members 
Entering Unmasked Estep 
Score: -10840108.000000 Penalty: 5655.400391
	Iteration 40F: 3 clusters Score -1.084011e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 80824 members 
Entering Unmasked Estep 
Score: -10840418.000000 Penalty: 5655.400391
	Iteration 41Q: 3 clusters Score -1.084042e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 81324 members 
Entering Unmasked Estep 
Score: -10840594.000000 Penalty: 5655.400391
	Iteration 42Q: 3 clusters Score -1.084059e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 81740 members 
Entering Unmasked Estep 
Score: -10840695.000000 Penalty: 5655.400391
	Iteration 43Q: 3 clusters Score -1.08407e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 82093 members 
Entering Unmasked Estep 
Score: -10840821.000000 Penalty: 5655.400391
	Iteration 44Q: 3 clusters Score -1.084082e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 82391 members 
Entering Unmasked Estep 
Score: -10840866.000000 Penalty: 5655.400391
	Iteration 45Q: 3 clusters Score -1.084087e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 82658 members 
Entering Unmasked Estep 
Score: -10840922.000000 Penalty: 5655.400391
	Iteration 46Q: 3 clusters Score -1.084092e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 82904 members 
Entering Unmasked Estep 
Score: -10841005.000000 Penalty: 5655.400391
	Iteration 47Q: 3 clusters Score -1.0841e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 83104 members 
Entering Unmasked Estep 
Score: -10841061.000000 Penalty: 5655.400391
	Iteration 48Q: 3 clusters Score -1.084106e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 83294 members 
Entering Unmasked Estep 
Score: -10841130.000000 Penalty: 5655.400391
	Iteration 49Q: 3 clusters Score -1.084113e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 83479 members 
Entering Unmasked Estep 
Score: -10841138.000000 Penalty: 5655.400391
	Iteration 50Q: 3 clusters Score -1.084114e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 83643 members 
Entering Unmasked Estep 
Score: -10841159.000000 Penalty: 5655.400391
	Iteration 51Q: 3 clusters Score -1.084116e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 83806 members 
Entering Unmasked Estep 
Score: -10841204.000000 Penalty: 5655.400391
	Iteration 52Q: 3 clusters Score -1.08412e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 83972 members 
Entering Unmasked Estep 
Score: -10841243.000000 Penalty: 5655.400391
	Iteration 53Q: 3 clusters Score -1.084124e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 84165 members 
Entering Unmasked Estep 
Score: -10841331.000000 Penalty: 5655.400391
	Iteration 54Q: 3 clusters Score -1.084133e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -10841393.000000 Penalty: 5655.400391
	Iteration 55Q: 3 clusters Score -1.084139e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 84548 members 
Entering Unmasked Estep 
Score: -10841428.000000 Penalty: 5655.400391
	Iteration 56Q: 3 clusters Score -1.084143e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 84709 members 
Entering Unmasked Estep 
Score: -10841480.000000 Penalty: 5655.400391
	Iteration 57Q: 3 clusters Score -1.084148e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 84865 members 
Entering Unmasked Estep 
Score: -10841494.000000 Penalty: 5655.400391
	Iteration 58Q: 3 clusters Score -1.084149e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 85005 members 
Entering Unmasked Estep 
Score: -10841504.000000 Penalty: 5655.400391
	Iteration 59Q: 3 clusters Score -1.08415e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 85103 members 
Entering Unmasked Estep 
Score: -10841500.000000 Penalty: 5655.400391
	Iteration 60F: 3 clusters Score -1.08415e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 85205 members 
Entering Unmasked Estep 
Score: -10841534.000000 Penalty: 5655.400391
	Iteration 61Q: 3 clusters Score -1.084153e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 85305 members 
Entering Unmasked Estep 
Score: -10841545.000000 Penalty: 5655.400391
	Iteration 62Q: 3 clusters Score -1.084154e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 85407 members 
Entering Unmasked Estep 
Score: -10841613.000000 Penalty: 5655.400391
	Iteration 63Q: 3 clusters Score -1.084161e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 85496 members 
Entering Unmasked Estep 
Score: -10841640.000000 Penalty: 5655.400391
	Iteration 64Q: 3 clusters Score -1.084164e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 85581 members 
Entering Unmasked Estep 
Score: -10841646.000000 Penalty: 5655.400391
	Iteration 65Q: 3 clusters Score -1.084165e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 85663 members 
Entering Unmasked Estep 
Score: -10841666.000000 Penalty: 5655.400391
	Iteration 66Q: 3 clusters Score -1.084167e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 85735 members 
Entering Unmasked Estep 
Score: -10841674.000000 Penalty: 5655.400391
	Iteration 67Q: 3 clusters Score -1.084167e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 85808 members 
Entering Unmasked Estep 
Score: -10841713.000000 Penalty: 5655.400391
	Iteration 68Q: 3 clusters Score -1.084171e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 85887 members 
Entering Unmasked Estep 
Score: -10841739.000000 Penalty: 5655.400391
	Iteration 69Q: 3 clusters Score -1.084174e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 85964 members 
Entering Unmasked Estep 
Score: -10841748.000000 Penalty: 5655.400391
	Iteration 70Q: 3 clusters Score -1.084175e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 86050 members 
Entering Unmasked Estep 
Score: -10841757.000000 Penalty: 5655.400391
	Iteration 71Q: 3 clusters Score -1.084176e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 86116 members 
Entering Unmasked Estep 
Score: -10841759.000000 Penalty: 5655.400391
	Iteration 72Q: 3 clusters Score -1.084176e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 86186 members 
Entering Unmasked Estep 
Score: -10841769.000000 Penalty: 5655.400391
	Iteration 73Q: 3 clusters Score -1.084177e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -10841792.000000 Penalty: 5655.400391
	Iteration 74Q: 3 clusters Score -1.084179e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 86303 members 
Entering Unmasked Estep 
Score: -10841791.000000 Penalty: 5655.400391
	Iteration 75Q: 3 clusters Score -1.084179e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 86353 members 
Entering Unmasked Estep 
Score: -10841797.000000 Penalty: 5655.400391
	Iteration 76Q: 3 clusters Score -1.08418e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 86405 members 
Entering Unmasked Estep 
Score: -10841792.000000 Penalty: 5655.400391
	Iteration 77Q: 3 clusters Score -1.084179e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 86455 members 
Entering Unmasked Estep 
Score: -10841831.000000 Penalty: 5655.400391
	Iteration 78Q: 3 clusters Score -1.084183e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -10841825.000000 Penalty: 5655.400391
	Iteration 79Q: 3 clusters Score -1.084182e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 86565 members 
Entering Unmasked Estep 
Score: -10841833.000000 Penalty: 5655.400391
	Iteration 80F: 3 clusters Score -1.084183e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 86621 members 
Entering Unmasked Estep 
Score: -10841863.000000 Penalty: 5655.400391
	Iteration 81Q: 3 clusters Score -1.084186e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 86692 members 
Entering Unmasked Estep 
Score: -10841899.000000 Penalty: 5655.400391
	Iteration 82Q: 3 clusters Score -1.08419e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 86753 members 
Entering Unmasked Estep 
Score: -10841894.000000 Penalty: 5655.400391
	Iteration 83Q: 3 clusters Score -1.084189e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 86795 members 
Entering Unmasked Estep 
Score: -10841883.000000 Penalty: 5655.400391
	Iteration 84Q: 3 clusters Score -1.084188e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 86833 members 
Entering Unmasked Estep 
Score: -10841909.000000 Penalty: 5655.400391
	Iteration 85Q: 3 clusters Score -1.084191e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 86853 members 
Entering Unmasked Estep 
Score: -10841903.000000 Penalty: 5655.400391
	Iteration 86Q: 3 clusters Score -1.08419e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 86874 members 
Entering Unmasked Estep 
Score: -10841904.000000 Penalty: 5655.400391
	Iteration 87Q: 3 clusters Score -1.08419e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 86904 members 
Entering Unmasked Estep 
Score: -10841915.000000 Penalty: 5655.400391
	Iteration 88Q: 3 clusters Score -1.084192e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 86929 members 
Entering Unmasked Estep 
Score: -10841933.000000 Penalty: 5655.400391
	Iteration 89Q: 3 clusters Score -1.084193e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 86953 members 
Entering Unmasked Estep 
Score: -10841956.000000 Penalty: 5655.400391
	Iteration 90Q: 3 clusters Score -1.084196e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 86982 members 
Entering Unmasked Estep 
Score: -10841945.000000 Penalty: 5655.400391
	Iteration 91Q: 3 clusters Score -1.084194e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 87003 members 
Entering Unmasked Estep 
Score: -10841951.000000 Penalty: 5655.400391
	Iteration 92Q: 3 clusters Score -1.084195e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 87027 members 
Entering Unmasked Estep 
Score: -10841958.000000 Penalty: 5655.400391
	Iteration 93Q: 3 clusters Score -1.084196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 87049 members 
Entering Unmasked Estep 
Score: -10841962.000000 Penalty: 5655.400391
	Iteration 94Q: 3 clusters Score -1.084196e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 87072 members 
Entering Unmasked Estep 
Score: -10841978.000000 Penalty: 5655.400391
	Iteration 95Q: 3 clusters Score -1.084198e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 87094 members 
Entering Unmasked Estep 
Score: -10841985.000000 Penalty: 5655.400391
	Iteration 96Q: 3 clusters Score -1.084198e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 87123 members 
Entering Unmasked Estep 
Score: -10841999.000000 Penalty: 5655.400391
	Iteration 97Q: 3 clusters Score -1.0842e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 87153 members 
Entering Unmasked Estep 
Score: -10842019.000000 Penalty: 5655.400391
	Iteration 98Q: 3 clusters Score -1.084202e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 87178 members 
Entering Unmasked Estep 
Score: -10842008.000000 Penalty: 5655.400391
	Iteration 99Q: 3 clusters Score -1.084201e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 87207 members 
Entering Unmasked Estep 
Score: -10842011.000000 Penalty: 5655.400391
	Iteration 100F: 3 clusters Score -1.084201e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 87235 members 
Entering Unmasked Estep 
Score: -10842012.000000 Penalty: 5655.400391
	Iteration 101Q: 3 clusters Score -1.084201e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -10842041.000000 Penalty: 5655.400391
	Iteration 102Q: 3 clusters Score -1.084204e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 87283 members 
Entering Unmasked Estep 
Score: -10842049.000000 Penalty: 5655.400391
	Iteration 103Q: 3 clusters Score -1.084205e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 87300 members 
Entering Unmasked Estep 
Score: -10842053.000000 Penalty: 5655.400391
	Iteration 104Q: 3 clusters Score -1.084205e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 87313 members 
Entering Unmasked Estep 
Score: -10842051.000000 Penalty: 5655.400391
	Iteration 105Q: 3 clusters Score -1.084205e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 87335 members 
Entering Unmasked Estep 
Score: -10842044.000000 Penalty: 5655.400391
	Iteration 106Q: 3 clusters Score -1.084204e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 87352 members 
Entering Unmasked Estep 
Score: -10842067.000000 Penalty: 5655.400391
	Iteration 107Q: 3 clusters Score -1.084207e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 87365 members 
Entering Unmasked Estep 
Score: -10842070.000000 Penalty: 5655.400391
	Iteration 108Q: 3 clusters Score -1.084207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 87374 members 
Entering Unmasked Estep 
Score: -10842073.000000 Penalty: 5655.400391
	Iteration 109Q: 3 clusters Score -1.084207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 87387 members 
Entering Unmasked Estep 
Score: -10842062.000000 Penalty: 5655.400391
	Iteration 110Q: 3 clusters Score -1.084206e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 87400 members 
Entering Unmasked Estep 
Score: -10842071.000000 Penalty: 5655.400391
	Iteration 111Q: 3 clusters Score -1.084207e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 87413 members 
Entering Unmasked Estep 
Score: -10842062.000000 Penalty: 5655.400391
	Iteration 112Q: 3 clusters Score -1.084206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 87424 members 
Entering Unmasked Estep 
Score: -10842076.000000 Penalty: 5655.400391
	Iteration 113Q: 3 clusters Score -1.084208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 87440 members 
Entering Unmasked Estep 
Score: -10842077.000000 Penalty: 5655.400391
	Iteration 114Q: 3 clusters Score -1.084208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 87455 members 
Entering Unmasked Estep 
Score: -10842073.000000 Penalty: 5655.400391
	Iteration 115Q: 3 clusters Score -1.084207e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 87470 members 
Entering Unmasked Estep 
Score: -10842085.000000 Penalty: 5655.400391
	Iteration 116Q: 3 clusters Score -1.084208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 87479 members 
Entering Unmasked Estep 
Score: -10842090.000000 Penalty: 5655.400391
	Iteration 117Q: 3 clusters Score -1.084209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 87483 members 
Entering Unmasked Estep 
Score: -10842089.000000 Penalty: 5655.400391
	Iteration 118Q: 3 clusters Score -1.084209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 87486 members 
Entering Unmasked Estep 
Score: -10842085.000000 Penalty: 5655.400391
	Iteration 119Q: 3 clusters Score -1.084208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 87490 members 
Entering Unmasked Estep 
Score: -10842085.000000 Penalty: 5655.400391
	Iteration 120F: 3 clusters Score -1.084208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 87493 members 
Entering Unmasked Estep 
Score: -10842079.000000 Penalty: 5655.400391
	Iteration 121Q: 3 clusters Score -1.084208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 87496 members 
Entering Unmasked Estep 
Score: -10842080.000000 Penalty: 5655.400391
	Iteration 122Q: 3 clusters Score -1.084208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 87502 members 
Entering Unmasked Estep 
Score: -10842080.000000 Penalty: 5655.400391
	Iteration 123Q: 3 clusters Score -1.084208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 87511 members 
Entering Unmasked Estep 
Score: -10842077.000000 Penalty: 5655.400391
	Iteration 124Q: 3 clusters Score -1.084208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 87519 members 
Entering Unmasked Estep 
Score: -10842083.000000 Penalty: 5655.400391
	Iteration 125Q: 3 clusters Score -1.084208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -10842098.000000 Penalty: 5655.400391
	Iteration 126Q: 3 clusters Score -1.08421e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 87549 members 
Entering Unmasked Estep 
Score: -10842082.000000 Penalty: 5655.400391
	Iteration 127Q: 3 clusters Score -1.084208e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 87568 members 
Entering Unmasked Estep 
Score: -10842094.000000 Penalty: 5655.400391
	Iteration 128Q: 3 clusters Score -1.084209e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 87593 members 
Entering Unmasked Estep 
Score: -10842112.000000 Penalty: 5655.400391
	Iteration 129Q: 3 clusters Score -1.084211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 87614 members 
Entering Unmasked Estep 
Score: -10842121.000000 Penalty: 5655.400391
	Iteration 130Q: 3 clusters Score -1.084212e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 87637 members 
Entering Unmasked Estep 
Score: -10842132.000000 Penalty: 5655.400391
	Iteration 131Q: 3 clusters Score -1.084213e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 87651 members 
Entering Unmasked Estep 
Score: -10842128.000000 Penalty: 5655.400391
	Iteration 132Q: 3 clusters Score -1.084213e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 87672 members 
Entering Unmasked Estep 
Score: -10842138.000000 Penalty: 5655.400391
	Iteration 133Q: 3 clusters Score -1.084214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 87696 members 
Entering Unmasked Estep 
Score: -10842147.000000 Penalty: 5655.400391
	Iteration 134Q: 3 clusters Score -1.084215e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 87724 members 
Entering Unmasked Estep 
Score: -10842150.000000 Penalty: 5655.400391
	Iteration 135Q: 3 clusters Score -1.084215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 87747 members 
Entering Unmasked Estep 
Score: -10842165.000000 Penalty: 5655.400391
	Iteration 136Q: 3 clusters Score -1.084216e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 87768 members 
Entering Unmasked Estep 
Score: -10842175.000000 Penalty: 5655.400391
	Iteration 137Q: 3 clusters Score -1.084218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 87786 members 
Entering Unmasked Estep 
Score: -10842181.000000 Penalty: 5655.400391
	Iteration 138Q: 3 clusters Score -1.084218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 87802 members 
Entering Unmasked Estep 
Score: -10842196.000000 Penalty: 5655.400391
	Iteration 139Q: 3 clusters Score -1.08422e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 87821 members 
Entering Unmasked Estep 
Score: -10842191.000000 Penalty: 5655.400391
	Iteration 140F: 3 clusters Score -1.084219e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 87837 members 
Entering Unmasked Estep 
Score: -10842190.000000 Penalty: 5655.400391
	Iteration 141Q: 3 clusters Score -1.084219e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 87856 members 
Entering Unmasked Estep 
Score: -10842180.000000 Penalty: 5655.400391
	Iteration 142Q: 3 clusters Score -1.084218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 87870 members 
Entering Unmasked Estep 
Score: -10842178.000000 Penalty: 5655.400391
	Iteration 143Q: 3 clusters Score -1.084218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
Score: -10842175.000000 Penalty: 5655.400391
	Iteration 144Q: 3 clusters Score -1.084218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 87890 members 
Entering Unmasked Estep 
Score: -10842188.000000 Penalty: 5655.400391
	Iteration 145Q: 3 clusters Score -1.084219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 87895 members 
Entering Unmasked Estep 
Score: -10842192.000000 Penalty: 5655.400391
	Iteration 146Q: 3 clusters Score -1.084219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 87898 members 
Entering Unmasked Estep 
Score: -10842178.000000 Penalty: 5655.400391
	Iteration 147Q: 3 clusters Score -1.084218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 87903 members 
Entering Unmasked Estep 
Score: -10842192.000000 Penalty: 5655.400391
	Iteration 148Q: 3 clusters Score -1.084219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 87907 members 
Entering Unmasked Estep 
Score: -10842177.000000 Penalty: 5655.400391
	Iteration 149Q: 3 clusters Score -1.084218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 87911 members 
Entering Unmasked Estep 
Score: -10842187.000000 Penalty: 5655.400391
	Iteration 150Q: 3 clusters Score -1.084219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 87913 members 
Entering Unmasked Estep 
Score: -10842184.000000 Penalty: 5655.400391
	Iteration 151Q: 3 clusters Score -1.084218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 87917 members 
Entering Unmasked Estep 
Score: -10842190.000000 Penalty: 5655.400391
	Iteration 152Q: 3 clusters Score -1.084219e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 87924 members 
Entering Unmasked Estep 
Score: -10842185.000000 Penalty: 5655.400391
	Iteration 153Q: 3 clusters Score -1.084218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 87930 members 
Entering Unmasked Estep 
Score: -10842194.000000 Penalty: 5655.400391
	Iteration 154Q: 3 clusters Score -1.084219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 87936 members 
Entering Unmasked Estep 
Score: -10842206.000000 Penalty: 5655.400391
	Iteration 155Q: 3 clusters Score -1.084221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 87939 members 
Entering Unmasked Estep 
Score: -10842204.000000 Penalty: 5655.400391
	Iteration 156Q: 3 clusters Score -1.08422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 87944 members 
Entering Unmasked Estep 
Score: -10842200.000000 Penalty: 5655.400391
	Iteration 157Q: 3 clusters Score -1.08422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 87946 members 
Entering Unmasked Estep 
Score: -10842199.000000 Penalty: 5655.400391
	Iteration 158Q: 3 clusters Score -1.08422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 87949 members 
Entering Unmasked Estep 
Score: -10842200.000000 Penalty: 5655.400391
	Iteration 159Q: 3 clusters Score -1.08422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 87950 members 
Entering Unmasked Estep 
Score: -10842199.000000 Penalty: 5655.400391
	Iteration 160F: 3 clusters Score -1.08422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 87952 members 
Entering Unmasked Estep 
Score: -10842202.000000 Penalty: 5655.400391
	Iteration 161Q: 3 clusters Score -1.08422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 87955 members 
Entering Unmasked Estep 
Score: -10842199.000000 Penalty: 5655.400391
	Iteration 162Q: 3 clusters Score -1.08422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 87959 members 
Entering Unmasked Estep 
Score: -10842196.000000 Penalty: 5655.400391
	Iteration 163Q: 3 clusters Score -1.08422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 87962 members 
Entering Unmasked Estep 
Score: -10842197.000000 Penalty: 5655.400391
	Iteration 164Q: 3 clusters Score -1.08422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 87967 members 
Entering Unmasked Estep 
Score: -10842194.000000 Penalty: 5655.400391
	Iteration 165Q: 3 clusters Score -1.084219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 87975 members 
Entering Unmasked Estep 
Score: -10842202.000000 Penalty: 5655.400391
	Iteration 166Q: 3 clusters Score -1.08422e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 87987 members 
Entering Unmasked Estep 
Score: -10842216.000000 Penalty: 5655.400391
	Iteration 167Q: 3 clusters Score -1.084222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 87994 members 
Entering Unmasked Estep 
Score: -10842219.000000 Penalty: 5655.400391
	Iteration 168Q: 3 clusters Score -1.084222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 88004 members 
Entering Unmasked Estep 
Score: -10842210.000000 Penalty: 5655.400391
	Iteration 169Q: 3 clusters Score -1.084221e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 88021 members 
Entering Unmasked Estep 
Score: -10842219.000000 Penalty: 5655.400391
	Iteration 170Q: 3 clusters Score -1.084222e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 88039 members 
Entering Unmasked Estep 
Score: -10842241.000000 Penalty: 5655.400391
	Iteration 171Q: 3 clusters Score -1.084224e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 88057 members 
Entering Unmasked Estep 
Score: -10842253.000000 Penalty: 5655.400391
	Iteration 172Q: 3 clusters Score -1.084225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 88066 members 
Entering Unmasked Estep 
Score: -10842247.000000 Penalty: 5655.400391
	Iteration 173Q: 3 clusters Score -1.084225e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 88079 members 
Entering Unmasked Estep 
Score: -10842242.000000 Penalty: 5655.400391
	Iteration 174Q: 3 clusters Score -1.084224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 88081 members 
Entering Unmasked Estep 
Score: -10842243.000000 Penalty: 5655.400391
	Iteration 175Q: 3 clusters Score -1.084224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 88085 members 
Entering Unmasked Estep 
Score: -10842259.000000 Penalty: 5655.400391
	Iteration 176Q: 3 clusters Score -1.084226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 88091 members 
Entering Unmasked Estep 
Score: -10842246.000000 Penalty: 5655.400391
	Iteration 177Q: 3 clusters Score -1.084225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 88095 members 
Entering Unmasked Estep 
Score: -10842248.000000 Penalty: 5655.400391
	Iteration 178Q: 3 clusters Score -1.084225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 88098 members 
Entering Unmasked Estep 
Score: -10842251.000000 Penalty: 5655.400391
	Iteration 179Q: 3 clusters Score -1.084225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 88099 members 
Entering Unmasked Estep 
Score: -10842256.000000 Penalty: 5655.400391
	Iteration 180F: 3 clusters Score -1.084226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 88102 members 
Entering Unmasked Estep 
Score: -10842256.000000 Penalty: 5655.400391
	Iteration 181Q: 3 clusters Score -1.084226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 88106 members 
Entering Unmasked Estep 
Score: -10842262.000000 Penalty: 5655.400391
	Iteration 182Q: 3 clusters Score -1.084226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 88111 members 
Entering Unmasked Estep 
Score: -10842249.000000 Penalty: 5655.400391
	Iteration 183Q: 3 clusters Score -1.084225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 88115 members 
Entering Unmasked Estep 
Score: -10842255.000000 Penalty: 5655.400391
	Iteration 184Q: 3 clusters Score -1.084226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 88117 members 
Entering Unmasked Estep 
Score: -10842260.000000 Penalty: 5655.400391
	Iteration 185Q: 3 clusters Score -1.084226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 88119 members 
Entering Unmasked Estep 
Score: -10842260.000000 Penalty: 5655.400391
	Iteration 186Q: 3 clusters Score -1.084226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 88121 members 
Entering Unmasked Estep 
Score: -10842254.000000 Penalty: 5655.400391
	Iteration 187Q: 3 clusters Score -1.084225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -10842259.000000 Penalty: 5655.400391
	Iteration 188Q: 3 clusters Score -1.084226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 88127 members 
Entering Unmasked Estep 
Score: -10842260.000000 Penalty: 5655.400391
	Iteration 189Q: 3 clusters Score -1.084226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 88129 members 
Entering Unmasked Estep 
Score: -10842263.000000 Penalty: 5655.400391
	Iteration 190Q: 3 clusters Score -1.084226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 88131 members 
Entering Unmasked Estep 
Score: -10842261.000000 Penalty: 5655.400391
	Iteration 191Q: 3 clusters Score -1.084226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 88134 members 
Entering Unmasked Estep 
Score: -10842271.000000 Penalty: 5655.400391
	Iteration 192Q: 3 clusters Score -1.084227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 88136 members 
Entering Unmasked Estep 
Score: -10842269.000000 Penalty: 5655.400391
	Iteration 193Q: 3 clusters Score -1.084227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 88138 members 
Entering Unmasked Estep 
Score: -10842275.000000 Penalty: 5655.400391
	Iteration 194Q: 3 clusters Score -1.084228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 88138 members 
Entering Unmasked Estep 
Score: -10842275.000000 Penalty: 5655.400391
	Iteration 195F: 3 clusters Score -1.084228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Entering Unmasked Estep 
Score: -284200.937500 Penalty: 1935.757690
	Iteration 0F: 2 clusters Score -284200.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -281264.281250 Penalty: 3871.515381
	Iteration 0F: 3 clusters Score -281264.3 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -281861.656250 Penalty: 3871.515381
	Iteration 1F: 3 clusters Score -281861.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -282029.343750 Penalty: 3871.515381
	Iteration 2F: 3 clusters Score -282029.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -282129.312500 Penalty: 3871.515381
	Iteration 3Q: 3 clusters Score -282129.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -282198.906250 Penalty: 3871.515381
	Iteration 4Q: 3 clusters Score -282198.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -282252.750000 Penalty: 3871.515381
	Iteration 5Q: 3 clusters Score -282252.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -282305.125000 Penalty: 3871.515381
	Iteration 6Q: 3 clusters Score -282305.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -282363.562500 Penalty: 3871.515381
	Iteration 7Q: 3 clusters Score -282363.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -282405.531250 Penalty: 3871.515381
	Iteration 8Q: 3 clusters Score -282405.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -282444.093750 Penalty: 3871.515381
	Iteration 9Q: 3 clusters Score -282444.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -282498.875000 Penalty: 3871.515381
	Iteration 10Q: 3 clusters Score -282498.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -282542.406250 Penalty: 3871.515381
	Iteration 11Q: 3 clusters Score -282542.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -282583.812500 Penalty: 3871.515381
	Iteration 12Q: 3 clusters Score -282583.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -282618.906250 Penalty: 3871.515381
	Iteration 13Q: 3 clusters Score -282618.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -282660.375000 Penalty: 3871.515381
	Iteration 14Q: 3 clusters Score -282660.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -282706.250000 Penalty: 3871.515381
	Iteration 15Q: 3 clusters Score -282706.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -282730.062500 Penalty: 3871.515381
	Iteration 16Q: 3 clusters Score -282730.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -282767.281250 Penalty: 3871.515381
	Iteration 17Q: 3 clusters Score -282767.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -282785.687500 Penalty: 3871.515381
	Iteration 18Q: 3 clusters Score -282785.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -282795.156250 Penalty: 3871.515381
	Iteration 19Q: 3 clusters Score -282795.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -282806.250000 Penalty: 3871.515381
	Iteration 20F: 3 clusters Score -282806.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -282812.656250 Penalty: 3871.515381
	Iteration 21Q: 3 clusters Score -282812.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -282817.687500 Penalty: 3871.515381
	Iteration 22Q: 3 clusters Score -282817.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -282821.687500 Penalty: 3871.515381
	Iteration 23Q: 3 clusters Score -282821.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -282823.375000 Penalty: 3871.515381
	Iteration 24Q: 3 clusters Score -282823.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -282825.343750 Penalty: 3871.515381
	Iteration 25Q: 3 clusters Score -282825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -282825.750000 Penalty: 3871.515381
	Iteration 26Q: 3 clusters Score -282825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -282826.187500 Penalty: 3871.515381
	Iteration 27Q: 3 clusters Score -282826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -282827.125000 Penalty: 3871.515381
	Iteration 28Q: 3 clusters Score -282827.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -282828.906250 Penalty: 3871.515381
	Iteration 29Q: 3 clusters Score -282828.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -282829.343750 Penalty: 3871.515381
	Iteration 30Q: 3 clusters Score -282829.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -282831.437500 Penalty: 3871.515381
	Iteration 31Q: 3 clusters Score -282831.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -282835.562500 Penalty: 3871.515381
	Iteration 32Q: 3 clusters Score -282835.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -282839.937500 Penalty: 3871.515381
	Iteration 33Q: 3 clusters Score -282839.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -282845.093750 Penalty: 3871.515381
	Iteration 34Q: 3 clusters Score -282845.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -282851.625000 Penalty: 3871.515381
	Iteration 35Q: 3 clusters Score -282851.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -282855.656250 Penalty: 3871.515381
	Iteration 36Q: 3 clusters Score -282855.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -282859.375000 Penalty: 3871.515381
	Iteration 37Q: 3 clusters Score -282859.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -282862.531250 Penalty: 3871.515381
	Iteration 38Q: 3 clusters Score -282862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -282869.437500 Penalty: 3871.515381
	Iteration 39Q: 3 clusters Score -282869.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -282880.937500 Penalty: 3871.515381
	Iteration 40F: 3 clusters Score -282880.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -282897.875000 Penalty: 3871.515381
	Iteration 41Q: 3 clusters Score -282897.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -282909.093750 Penalty: 3871.515381
	Iteration 42Q: 3 clusters Score -282909.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -282926.375000 Penalty: 3871.515381
	Iteration 43Q: 3 clusters Score -282926.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -282944.843750 Penalty: 3871.515381
	Iteration 44Q: 3 clusters Score -282944.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -282971.031250 Penalty: 3871.515381
	Iteration 45Q: 3 clusters Score -282971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -282993.625000 Penalty: 3871.515381
	Iteration 46Q: 3 clusters Score -282993.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -283008.343750 Penalty: 3871.515381
	Iteration 47Q: 3 clusters Score -283008.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -283016.125000 Penalty: 3871.515381
	Iteration 48Q: 3 clusters Score -283016.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -283020.250000 Penalty: 3871.515381
	Iteration 49Q: 3 clusters Score -283020.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -283020.250000 Penalty: 3871.515381
	Iteration 50F: 3 clusters Score -283020.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Entering Unmasked Estep 
Score: -208837.437500 Penalty: 1858.618652
	Iteration 0F: 2 clusters Score -208837.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -206348.890625 Penalty: 3717.237305
	Iteration 0F: 3 clusters Score -206348.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -206746.234375 Penalty: 3717.237305
	Iteration 1F: 3 clusters Score -206746.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -206869.156250 Penalty: 3717.237305
	Iteration 2F: 3 clusters Score -206869.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -206911.953125 Penalty: 3717.237305
	Iteration 3Q: 3 clusters Score -206912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -206947.718750 Penalty: 3717.237305
	Iteration 4Q: 3 clusters Score -206947.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -207004.734375 Penalty: 3717.237305
	Iteration 5Q: 3 clusters Score -207004.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -207112.609375 Penalty: 3717.237305
	Iteration 6Q: 3 clusters Score -207112.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -207313.156250 Penalty: 3717.237305
	Iteration 7Q: 3 clusters Score -207313.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -207487.875000 Penalty: 3717.237305
	Iteration 8Q: 3 clusters Score -207487.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -207578.968750 Penalty: 3717.237305
	Iteration 9Q: 3 clusters Score -207579 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -207672.656250 Penalty: 3717.237305
	Iteration 10Q: 3 clusters Score -207672.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -207753.562500 Penalty: 3717.237305
	Iteration 11Q: 3 clusters Score -207753.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -207858.843750 Penalty: 3717.237305
	Iteration 12Q: 3 clusters Score -207858.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -207989.843750 Penalty: 3717.237305
	Iteration 13Q: 3 clusters Score -207989.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -208135.406250 Penalty: 3717.237305
	Iteration 14Q: 3 clusters Score -208135.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -208306.671875 Penalty: 3717.237305
	Iteration 15Q: 3 clusters Score -208306.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -208476.734375 Penalty: 3717.237305
	Iteration 16Q: 3 clusters Score -208476.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -208636.312500 Penalty: 3717.237305
	Iteration 17Q: 3 clusters Score -208636.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -208757.796875 Penalty: 3717.237305
	Iteration 18Q: 3 clusters Score -208757.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -208839.000000 Penalty: 3717.237305
	Iteration 19Q: 3 clusters Score -208839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -208910.765625 Penalty: 3717.237305
	Iteration 20F: 3 clusters Score -208910.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -208973.921875 Penalty: 3717.237305
	Iteration 21Q: 3 clusters Score -208973.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -209055.812500 Penalty: 3717.237305
	Iteration 22Q: 3 clusters Score -209055.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -209123.015625 Penalty: 3717.237305
	Iteration 23Q: 3 clusters Score -209123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -209205.875000 Penalty: 3717.237305
	Iteration 24Q: 3 clusters Score -209205.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -209249.187500 Penalty: 3717.237305
	Iteration 25Q: 3 clusters Score -209249.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -209259.156250 Penalty: 3717.237305
	Iteration 26Q: 3 clusters Score -209259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -209259.156250 Penalty: 3717.237305
	Iteration 27F: 3 clusters Score -209259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191374 members 
Mstep: Class 2 contains 89502 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 236 members 
Mstep: Class 5 contains 60878 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42156 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 32524 members 
Mstep: Class 11 contains 10570 members 
Mstep: Class 12 contains 21560 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 1562 members 
Mstep: Class 15 contains 17678 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13592 members 
Mstep: Class 19 contains 58898 members 
Mstep: Class 20 contains 13098 members 
Mstep: Class 21 contains 22875 members 
Mstep: Class 22 contains 9011 members 
Mstep: Class 23 contains 6710 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56844 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6031 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249191 members 
Mstep: Class 32 contains 10284 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 252297 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 49038 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
Score: -148044224.000000 Penalty: 139228.203125
Splitting cluster 4 changes total score from -148045344.000000 to -148044224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (60878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60878 members 
Entering Unmasked Estep 
Score: -7491472.500000 Penalty: 2732.123535
	Iteration 0F: 2 clusters Score -7491472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -7450688.500000 Penalty: 5464.247070
	Iteration 0F: 3 clusters Score -7450688 nChanged 28449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -7466340.000000 Penalty: 5464.247070
	Iteration 1F: 3 clusters Score -7466340 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -7466934.500000 Penalty: 5464.247070
	Iteration 2Q: 3 clusters Score -7466934 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -7467503.000000 Penalty: 5464.247070
	Iteration 3Q: 3 clusters Score -7467503 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -7468226.000000 Penalty: 5464.247070
	Iteration 4Q: 3 clusters Score -7468226 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -7469168.500000 Penalty: 5464.247070
	Iteration 5Q: 3 clusters Score -7469168 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -7470390.500000 Penalty: 5464.247070
	Iteration 6Q: 3 clusters Score -7470390 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -7471784.500000 Penalty: 5464.247070
	Iteration 7F: 3 clusters Score -7471784 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -7473622.500000 Penalty: 5464.247070
	Iteration 8F: 3 clusters Score -7473622 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -7475829.000000 Penalty: 5464.247070
	Iteration 9F: 3 clusters Score -7475829 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -7478203.500000 Penalty: 5464.247070
	Iteration 10F: 3 clusters Score -7478204 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -7480552.500000 Penalty: 5464.247070
	Iteration 11F: 3 clusters Score -7480552 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -7482753.500000 Penalty: 5464.247070
	Iteration 12Q: 3 clusters Score -7482754 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -7484524.500000 Penalty: 5464.247070
	Iteration 13Q: 3 clusters Score -7484524 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 53886 members 
Entering Unmasked Estep 
Score: -7485819.000000 Penalty: 5464.247070
	Iteration 14Q: 3 clusters Score -7485819 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -7486683.000000 Penalty: 5464.247070
	Iteration 15Q: 3 clusters Score -7486683 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -7487282.000000 Penalty: 5464.247070
	Iteration 16Q: 3 clusters Score -7487282 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 56924 members 
Entering Unmasked Estep 
Score: -7487694.000000 Penalty: 5464.247070
	Iteration 17Q: 3 clusters Score -7487694 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 57506 members 
Entering Unmasked Estep 
Score: -7488007.500000 Penalty: 5464.247070
	Iteration 18Q: 3 clusters Score -7488008 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 57965 members 
Entering Unmasked Estep 
Score: -7488242.000000 Penalty: 5464.247070
	Iteration 19Q: 3 clusters Score -7488242 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -7488434.000000 Penalty: 5464.247070
	Iteration 20F: 3 clusters Score -7488434 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -7488598.500000 Penalty: 5464.247070
	Iteration 21Q: 3 clusters Score -7488598 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 58907 members 
Entering Unmasked Estep 
Score: -7488738.000000 Penalty: 5464.247070
	Iteration 22Q: 3 clusters Score -7488738 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 59098 members 
Entering Unmasked Estep 
Score: -7488808.000000 Penalty: 5464.247070
	Iteration 23Q: 3 clusters Score -7488808 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 59250 members 
Entering Unmasked Estep 
Score: -7488895.000000 Penalty: 5464.247070
	Iteration 24Q: 3 clusters Score -7488895 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 59352 members 
Entering Unmasked Estep 
Score: -7488920.000000 Penalty: 5464.247070
	Iteration 25Q: 3 clusters Score -7488920 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 59441 members 
Entering Unmasked Estep 
Score: -7488947.500000 Penalty: 5464.247070
	Iteration 26Q: 3 clusters Score -7488948 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 59505 members 
Entering Unmasked Estep 
Score: -7488974.500000 Penalty: 5464.247070
	Iteration 27Q: 3 clusters Score -7488974 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 59568 members 
Entering Unmasked Estep 
Score: -7488995.000000 Penalty: 5464.247070
	Iteration 28Q: 3 clusters Score -7488995 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 59615 members 
Entering Unmasked Estep 
Score: -7489021.000000 Penalty: 5464.247070
	Iteration 29Q: 3 clusters Score -7489021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 59649 members 
Entering Unmasked Estep 
Score: -7489031.500000 Penalty: 5464.247070
	Iteration 30Q: 3 clusters Score -7489032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -7489044.000000 Penalty: 5464.247070
	Iteration 31Q: 3 clusters Score -7489044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 59711 members 
Entering Unmasked Estep 
Score: -7489055.000000 Penalty: 5464.247070
	Iteration 32Q: 3 clusters Score -7489055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -7489082.500000 Penalty: 5464.247070
	Iteration 33Q: 3 clusters Score -7489082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -7489084.000000 Penalty: 5464.247070
	Iteration 34Q: 3 clusters Score -7489084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 59806 members 
Entering Unmasked Estep 
Score: -7489104.000000 Penalty: 5464.247070
	Iteration 35Q: 3 clusters Score -7489104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 59824 members 
Entering Unmasked Estep 
Score: -7489111.000000 Penalty: 5464.247070
	Iteration 36Q: 3 clusters Score -7489111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 59840 members 
Entering Unmasked Estep 
Score: -7489109.500000 Penalty: 5464.247070
	Iteration 37Q: 3 clusters Score -7489110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 59854 members 
Entering Unmasked Estep 
Score: -7489111.500000 Penalty: 5464.247070
	Iteration 38Q: 3 clusters Score -7489112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 59872 members 
Entering Unmasked Estep 
Score: -7489125.000000 Penalty: 5464.247070
	Iteration 39Q: 3 clusters Score -7489125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -7489116.500000 Penalty: 5464.247070
	Iteration 40F: 3 clusters Score -7489116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 59900 members 
Entering Unmasked Estep 
Score: -7489135.000000 Penalty: 5464.247070
	Iteration 41Q: 3 clusters Score -7489135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -7489145.000000 Penalty: 5464.247070
	Iteration 42Q: 3 clusters Score -7489145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
Score: -7489147.500000 Penalty: 5464.247070
	Iteration 43Q: 3 clusters Score -7489148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 59930 members 
Entering Unmasked Estep 
Score: -7489141.000000 Penalty: 5464.247070
	Iteration 44Q: 3 clusters Score -7489141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -7489138.500000 Penalty: 5464.247070
	Iteration 45Q: 3 clusters Score -7489138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
Score: -7489137.000000 Penalty: 5464.247070
	Iteration 46Q: 3 clusters Score -7489137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 59949 members 
Entering Unmasked Estep 
Score: -7489148.000000 Penalty: 5464.247070
	Iteration 47Q: 3 clusters Score -7489148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 59960 members 
Entering Unmasked Estep 
Score: -7489152.500000 Penalty: 5464.247070
	Iteration 48Q: 3 clusters Score -7489152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -7489155.500000 Penalty: 5464.247070
	Iteration 49Q: 3 clusters Score -7489156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 59970 members 
Entering Unmasked Estep 
Score: -7489152.000000 Penalty: 5464.247070
	Iteration 50Q: 3 clusters Score -7489152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 59974 members 
Entering Unmasked Estep 
Score: -7489156.000000 Penalty: 5464.247070
	Iteration 51Q: 3 clusters Score -7489156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -7489161.000000 Penalty: 5464.247070
	Iteration 52Q: 3 clusters Score -7489161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -7489161.000000 Penalty: 5464.247070
	Iteration 53Q: 3 clusters Score -7489161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 59985 members 
Entering Unmasked Estep 
Score: -7489166.500000 Penalty: 5464.247070
	Iteration 54Q: 3 clusters Score -7489166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 59987 members 
Entering Unmasked Estep 
Score: -7489166.500000 Penalty: 5464.247070
	Iteration 55Q: 3 clusters Score -7489166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 59993 members 
Entering Unmasked Estep 
Score: -7489173.500000 Penalty: 5464.247070
	Iteration 56Q: 3 clusters Score -7489174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 59993 members 
Entering Unmasked Estep 
Score: -7489173.500000 Penalty: 5464.247070
	Iteration 57F: 3 clusters Score -7489174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Entering Unmasked Estep 
Score: -376643.718750 Penalty: 2009.441528
	Iteration 0F: 2 clusters Score -376643.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -373241.656250 Penalty: 4018.883057
	Iteration 0F: 3 clusters Score -373241.7 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -374291.062500 Penalty: 4018.883057
	Iteration 1F: 3 clusters Score -374291.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -374941.031250 Penalty: 4018.883057
	Iteration 2F: 3 clusters Score -374941 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -375507.250000 Penalty: 4018.883057
	Iteration 3F: 3 clusters Score -375507.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -375890.062500 Penalty: 4018.883057
	Iteration 4F: 3 clusters Score -375890.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -376110.625000 Penalty: 4018.883057
	Iteration 5F: 3 clusters Score -376110.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -376225.437500 Penalty: 4018.883057
	Iteration 6Q: 3 clusters Score -376225.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -376294.781250 Penalty: 4018.883057
	Iteration 7Q: 3 clusters Score -376294.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -376328.343750 Penalty: 4018.883057
	Iteration 8Q: 3 clusters Score -376328.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -376357.125000 Penalty: 4018.883057
	Iteration 9Q: 3 clusters Score -376357.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -376381.187500 Penalty: 4018.883057
	Iteration 10Q: 3 clusters Score -376381.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -376395.906250 Penalty: 4018.883057
	Iteration 11Q: 3 clusters Score -376395.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -376406.687500 Penalty: 4018.883057
	Iteration 12Q: 3 clusters Score -376406.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -376421.781250 Penalty: 4018.883057
	Iteration 13Q: 3 clusters Score -376421.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -376428.843750 Penalty: 4018.883057
	Iteration 14Q: 3 clusters Score -376428.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -376433.625000 Penalty: 4018.883057
	Iteration 15Q: 3 clusters Score -376433.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -376438.656250 Penalty: 4018.883057
	Iteration 16Q: 3 clusters Score -376438.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -376441.093750 Penalty: 4018.883057
	Iteration 17Q: 3 clusters Score -376441.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -376444.343750 Penalty: 4018.883057
	Iteration 18Q: 3 clusters Score -376444.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -376445.156250 Penalty: 4018.883057
	Iteration 19Q: 3 clusters Score -376445.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -376445.281250 Penalty: 4018.883057
	Iteration 20F: 3 clusters Score -376445.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -376447.062500 Penalty: 4018.883057
	Iteration 21Q: 3 clusters Score -376447.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -376446.718750 Penalty: 4018.883057
	Iteration 22Q: 3 clusters Score -376446.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -376446.718750 Penalty: 4018.883057
	Iteration 23F: 3 clusters Score -376446.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -203070.796875 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -203070.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -200686.312500 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -200686.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -201074.734375 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -201074.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -201187.156250 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -201187.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -201246.593750 Penalty: 3673.427246
	Iteration 3Q: 3 clusters Score -201246.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -201265.937500 Penalty: 3673.427246
	Iteration 4Q: 3 clusters Score -201265.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -201277.875000 Penalty: 3673.427246
	Iteration 5Q: 3 clusters Score -201277.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -201285.031250 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -201285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -201290.312500 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -201290.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -201292.781250 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -201292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -201294.421875 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -201294.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -201295.921875 Penalty: 3673.427246
	Iteration 10Q: 3 clusters Score -201295.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -201296.625000 Penalty: 3673.427246
	Iteration 11Q: 3 clusters Score -201296.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -201302.359375 Penalty: 3673.427246
	Iteration 12Q: 3 clusters Score -201302.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -201305.640625 Penalty: 3673.427246
	Iteration 13Q: 3 clusters Score -201305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -201306.453125 Penalty: 3673.427246
	Iteration 14Q: 3 clusters Score -201306.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -201307.500000 Penalty: 3673.427246
	Iteration 15Q: 3 clusters Score -201307.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -201308.359375 Penalty: 3673.427246
	Iteration 16Q: 3 clusters Score -201308.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -201308.359375 Penalty: 3673.427246
	Iteration 17F: 3 clusters Score -201308.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Entering Unmasked Estep 
Score: -5054762.500000 Penalty: 2640.984863
	Iteration 0F: 2 clusters Score -5054762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -5026331.500000 Penalty: 5281.969727
	Iteration 0F: 3 clusters Score -5026332 nChanged 19409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -5036994.000000 Penalty: 5281.969727
	Iteration 1F: 3 clusters Score -5036994 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -5037466.000000 Penalty: 5281.969727
	Iteration 2Q: 3 clusters Score -5037466 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -5037923.000000 Penalty: 5281.969727
	Iteration 3Q: 3 clusters Score -5037923 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -5038387.000000 Penalty: 5281.969727
	Iteration 4Q: 3 clusters Score -5038387 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -5038881.500000 Penalty: 5281.969727
	Iteration 5Q: 3 clusters Score -5038882 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -5039352.000000 Penalty: 5281.969727
	Iteration 6Q: 3 clusters Score -5039352 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -5039988.000000 Penalty: 5281.969727
	Iteration 7Q: 3 clusters Score -5039988 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -5040630.500000 Penalty: 5281.969727
	Iteration 8Q: 3 clusters Score -5040630 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -5041450.500000 Penalty: 5281.969727
	Iteration 9Q: 3 clusters Score -5041450 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -5042669.500000 Penalty: 5281.969727
	Iteration 10Q: 3 clusters Score -5042670 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -5044228.500000 Penalty: 5281.969727
	Iteration 11F: 3 clusters Score -5044228 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -5045980.000000 Penalty: 5281.969727
	Iteration 12F: 3 clusters Score -5045980 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -5047723.000000 Penalty: 5281.969727
	Iteration 13F: 3 clusters Score -5047723 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -5049188.500000 Penalty: 5281.969727
	Iteration 14Q: 3 clusters Score -5049188 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -5050212.000000 Penalty: 5281.969727
	Iteration 15Q: 3 clusters Score -5050212 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -5050988.500000 Penalty: 5281.969727
	Iteration 16Q: 3 clusters Score -5050988 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -5051552.000000 Penalty: 5281.969727
	Iteration 17Q: 3 clusters Score -5051552 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -5052025.000000 Penalty: 5281.969727
	Iteration 18Q: 3 clusters Score -5052025 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -5052338.000000 Penalty: 5281.969727
	Iteration 19Q: 3 clusters Score -5052338 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -5052536.000000 Penalty: 5281.969727
	Iteration 20F: 3 clusters Score -5052536 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -5052645.000000 Penalty: 5281.969727
	Iteration 21Q: 3 clusters Score -5052645 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -5052777.000000 Penalty: 5281.969727
	Iteration 22Q: 3 clusters Score -5052777 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -5052848.000000 Penalty: 5281.969727
	Iteration 23Q: 3 clusters Score -5052848 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -5052906.000000 Penalty: 5281.969727
	Iteration 24Q: 3 clusters Score -5052906 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -5052920.500000 Penalty: 5281.969727
	Iteration 25Q: 3 clusters Score -5052920 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -5052974.500000 Penalty: 5281.969727
	Iteration 26Q: 3 clusters Score -5052974 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -5053005.500000 Penalty: 5281.969727
	Iteration 27Q: 3 clusters Score -5053006 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -5053050.500000 Penalty: 5281.969727
	Iteration 28Q: 3 clusters Score -5053050 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -5053062.500000 Penalty: 5281.969727
	Iteration 29Q: 3 clusters Score -5053062 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -5053067.500000 Penalty: 5281.969727
	Iteration 30Q: 3 clusters Score -5053068 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -5053073.500000 Penalty: 5281.969727
	Iteration 31Q: 3 clusters Score -5053074 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -5053098.500000 Penalty: 5281.969727
	Iteration 32Q: 3 clusters Score -5053098 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -5053102.500000 Penalty: 5281.969727
	Iteration 33Q: 3 clusters Score -5053102 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -5053108.500000 Penalty: 5281.969727
	Iteration 34Q: 3 clusters Score -5053108 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -5053110.000000 Penalty: 5281.969727
	Iteration 35Q: 3 clusters Score -5053110 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -5053125.500000 Penalty: 5281.969727
	Iteration 36Q: 3 clusters Score -5053126 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -5053147.500000 Penalty: 5281.969727
	Iteration 37Q: 3 clusters Score -5053148 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -5053147.000000 Penalty: 5281.969727
	Iteration 38Q: 3 clusters Score -5053147 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -5053164.500000 Penalty: 5281.969727
	Iteration 39Q: 3 clusters Score -5053164 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -5053166.000000 Penalty: 5281.969727
	Iteration 40F: 3 clusters Score -5053166 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -5053156.000000 Penalty: 5281.969727
	Iteration 41Q: 3 clusters Score -5053156 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -5053160.500000 Penalty: 5281.969727
	Iteration 42Q: 3 clusters Score -5053160 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -5053179.000000 Penalty: 5281.969727
	Iteration 43Q: 3 clusters Score -5053179 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -5053181.500000 Penalty: 5281.969727
	Iteration 44Q: 3 clusters Score -5053182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -5053198.000000 Penalty: 5281.969727
	Iteration 45Q: 3 clusters Score -5053198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -5053196.500000 Penalty: 5281.969727
	Iteration 46Q: 3 clusters Score -5053196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -5053193.500000 Penalty: 5281.969727
	Iteration 47Q: 3 clusters Score -5053194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -5053194.000000 Penalty: 5281.969727
	Iteration 48Q: 3 clusters Score -5053194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -5053199.500000 Penalty: 5281.969727
	Iteration 49Q: 3 clusters Score -5053200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -5053197.000000 Penalty: 5281.969727
	Iteration 50Q: 3 clusters Score -5053197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -5053204.500000 Penalty: 5281.969727
	Iteration 51Q: 3 clusters Score -5053204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -5053196.500000 Penalty: 5281.969727
	Iteration 52Q: 3 clusters Score -5053196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -5053193.500000 Penalty: 5281.969727
	Iteration 53Q: 3 clusters Score -5053194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -5053200.000000 Penalty: 5281.969727
	Iteration 54Q: 3 clusters Score -5053200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -5053196.500000 Penalty: 5281.969727
	Iteration 55Q: 3 clusters Score -5053196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -5053195.500000 Penalty: 5281.969727
	Iteration 56Q: 3 clusters Score -5053196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -5053187.500000 Penalty: 5281.969727
	Iteration 57Q: 3 clusters Score -5053188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -5053189.500000 Penalty: 5281.969727
	Iteration 58Q: 3 clusters Score -5053190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -5053195.000000 Penalty: 5281.969727
	Iteration 59Q: 3 clusters Score -5053195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -5053198.000000 Penalty: 5281.969727
	Iteration 60F: 3 clusters Score -5053198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -5053194.500000 Penalty: 5281.969727
	Iteration 61Q: 3 clusters Score -5053194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -5053193.500000 Penalty: 5281.969727
	Iteration 62Q: 3 clusters Score -5053194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -5053198.500000 Penalty: 5281.969727
	Iteration 63Q: 3 clusters Score -5053198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -5053203.000000 Penalty: 5281.969727
	Iteration 64Q: 3 clusters Score -5053203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -5053200.500000 Penalty: 5281.969727
	Iteration 65Q: 3 clusters Score -5053200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -5053200.500000 Penalty: 5281.969727
	Iteration 66F: 3 clusters Score -5053200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -29667.667969 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -29667.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28411.878906 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -28411.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28590.595703 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -28590.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28627.001953 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -28627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28640.322266 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -28640.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28645.691406 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -28645.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28649.126953 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -28649.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28656.208984 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -28656.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28668.234375 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -28668.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -28676.978516 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -28676.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28683.535156 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -28683.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -28691.572266 Penalty: 2838.898193
	Iteration 10Q: 3 clusters Score -28691.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28696.798828 Penalty: 2838.898193
	Iteration 11Q: 3 clusters Score -28696.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28696.798828 Penalty: 2838.898193
	Iteration 12F: 3 clusters Score -28696.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Entering Unmasked Estep 
Score: -3900502.000000 Penalty: 2576.653809
	Iteration 0F: 2 clusters Score -3900502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -3878244.750000 Penalty: 5153.307617
	Iteration 0F: 3 clusters Score -3878245 nChanged 14786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -3886429.500000 Penalty: 5153.307617
	Iteration 1F: 3 clusters Score -3886430 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -3887305.750000 Penalty: 5153.307617
	Iteration 2F: 3 clusters Score -3887306 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -3888380.250000 Penalty: 5153.307617
	Iteration 3F: 3 clusters Score -3888380 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -3889632.000000 Penalty: 5153.307617
	Iteration 4F: 3 clusters Score -3889632 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -3891064.750000 Penalty: 5153.307617
	Iteration 5F: 3 clusters Score -3891065 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -3892877.250000 Penalty: 5153.307617
	Iteration 6F: 3 clusters Score -3892877 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -3894681.500000 Penalty: 5153.307617
	Iteration 7F: 3 clusters Score -3894682 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -3896078.000000 Penalty: 5153.307617
	Iteration 8F: 3 clusters Score -3896078 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -3896887.750000 Penalty: 5153.307617
	Iteration 9Q: 3 clusters Score -3896888 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -3897223.750000 Penalty: 5153.307617
	Iteration 10Q: 3 clusters Score -3897224 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -3897406.250000 Penalty: 5153.307617
	Iteration 11Q: 3 clusters Score -3897406 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3897499.000000 Penalty: 5153.307617
	Iteration 12Q: 3 clusters Score -3897499 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -3897557.750000 Penalty: 5153.307617
	Iteration 13Q: 3 clusters Score -3897558 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -3897610.500000 Penalty: 5153.307617
	Iteration 14Q: 3 clusters Score -3897610 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -3897660.000000 Penalty: 5153.307617
	Iteration 15Q: 3 clusters Score -3897660 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -3897699.750000 Penalty: 5153.307617
	Iteration 16Q: 3 clusters Score -3897700 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -3897742.250000 Penalty: 5153.307617
	Iteration 17Q: 3 clusters Score -3897742 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -3897786.500000 Penalty: 5153.307617
	Iteration 18Q: 3 clusters Score -3897786 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -3897817.250000 Penalty: 5153.307617
	Iteration 19Q: 3 clusters Score -3897817 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3897833.250000 Penalty: 5153.307617
	Iteration 20F: 3 clusters Score -3897833 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -3897859.250000 Penalty: 5153.307617
	Iteration 21Q: 3 clusters Score -3897859 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -3897884.000000 Penalty: 5153.307617
	Iteration 22Q: 3 clusters Score -3897884 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -3897916.250000 Penalty: 5153.307617
	Iteration 23Q: 3 clusters Score -3897916 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -3897953.500000 Penalty: 5153.307617
	Iteration 24Q: 3 clusters Score -3897954 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -3897982.250000 Penalty: 5153.307617
	Iteration 25Q: 3 clusters Score -3897982 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -3898013.750000 Penalty: 5153.307617
	Iteration 26Q: 3 clusters Score -3898014 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3898035.500000 Penalty: 5153.307617
	Iteration 27Q: 3 clusters Score -3898036 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -3898070.500000 Penalty: 5153.307617
	Iteration 28Q: 3 clusters Score -3898070 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -3898115.500000 Penalty: 5153.307617
	Iteration 29Q: 3 clusters Score -3898116 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -3898145.250000 Penalty: 5153.307617
	Iteration 30Q: 3 clusters Score -3898145 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -3898183.000000 Penalty: 5153.307617
	Iteration 31Q: 3 clusters Score -3898183 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -3898207.250000 Penalty: 5153.307617
	Iteration 32Q: 3 clusters Score -3898207 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -3898225.750000 Penalty: 5153.307617
	Iteration 33Q: 3 clusters Score -3898226 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -3898273.250000 Penalty: 5153.307617
	Iteration 34Q: 3 clusters Score -3898273 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -3898327.000000 Penalty: 5153.307617
	Iteration 35Q: 3 clusters Score -3898327 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3898375.500000 Penalty: 5153.307617
	Iteration 36Q: 3 clusters Score -3898376 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3898447.250000 Penalty: 5153.307617
	Iteration 37Q: 3 clusters Score -3898447 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3898517.750000 Penalty: 5153.307617
	Iteration 38Q: 3 clusters Score -3898518 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -3898565.250000 Penalty: 5153.307617
	Iteration 39Q: 3 clusters Score -3898565 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3898630.500000 Penalty: 5153.307617
	Iteration 40F: 3 clusters Score -3898630 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -3898671.500000 Penalty: 5153.307617
	Iteration 41Q: 3 clusters Score -3898672 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -3898717.750000 Penalty: 5153.307617
	Iteration 42Q: 3 clusters Score -3898718 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -3898771.750000 Penalty: 5153.307617
	Iteration 43Q: 3 clusters Score -3898772 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -3898829.750000 Penalty: 5153.307617
	Iteration 44Q: 3 clusters Score -3898830 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -3898873.750000 Penalty: 5153.307617
	Iteration 45Q: 3 clusters Score -3898874 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -3898908.500000 Penalty: 5153.307617
	Iteration 46Q: 3 clusters Score -3898908 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -3898945.500000 Penalty: 5153.307617
	Iteration 47Q: 3 clusters Score -3898946 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -3898955.500000 Penalty: 5153.307617
	Iteration 48Q: 3 clusters Score -3898956 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -3898970.500000 Penalty: 5153.307617
	Iteration 49Q: 3 clusters Score -3898970 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -3899008.250000 Penalty: 5153.307617
	Iteration 50Q: 3 clusters Score -3899008 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -3899049.000000 Penalty: 5153.307617
	Iteration 51Q: 3 clusters Score -3899049 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -3899063.000000 Penalty: 5153.307617
	Iteration 52Q: 3 clusters Score -3899063 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3899086.500000 Penalty: 5153.307617
	Iteration 53Q: 3 clusters Score -3899086 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3899102.750000 Penalty: 5153.307617
	Iteration 54Q: 3 clusters Score -3899103 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -3899123.750000 Penalty: 5153.307617
	Iteration 55Q: 3 clusters Score -3899124 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -3899140.000000 Penalty: 5153.307617
	Iteration 56Q: 3 clusters Score -3899140 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -3899155.500000 Penalty: 5153.307617
	Iteration 57Q: 3 clusters Score -3899156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -3899158.750000 Penalty: 5153.307617
	Iteration 58Q: 3 clusters Score -3899159 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -3899164.250000 Penalty: 5153.307617
	Iteration 59Q: 3 clusters Score -3899164 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -3899174.000000 Penalty: 5153.307617
	Iteration 60F: 3 clusters Score -3899174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -3899179.500000 Penalty: 5153.307617
	Iteration 61Q: 3 clusters Score -3899180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3899195.500000 Penalty: 5153.307617
	Iteration 62Q: 3 clusters Score -3899196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -3899193.000000 Penalty: 5153.307617
	Iteration 63Q: 3 clusters Score -3899193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -3899192.000000 Penalty: 5153.307617
	Iteration 64Q: 3 clusters Score -3899192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3899200.750000 Penalty: 5153.307617
	Iteration 65Q: 3 clusters Score -3899201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3899198.000000 Penalty: 5153.307617
	Iteration 66Q: 3 clusters Score -3899198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -3899199.500000 Penalty: 5153.307617
	Iteration 67Q: 3 clusters Score -3899200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -3899199.250000 Penalty: 5153.307617
	Iteration 68Q: 3 clusters Score -3899199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -3899203.500000 Penalty: 5153.307617
	Iteration 69Q: 3 clusters Score -3899204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3899197.750000 Penalty: 5153.307617
	Iteration 70Q: 3 clusters Score -3899198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3899206.250000 Penalty: 5153.307617
	Iteration 71Q: 3 clusters Score -3899206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -3899203.750000 Penalty: 5153.307617
	Iteration 72Q: 3 clusters Score -3899204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -3899204.500000 Penalty: 5153.307617
	Iteration 73Q: 3 clusters Score -3899204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -3899204.500000 Penalty: 5153.307617
	Iteration 74F: 3 clusters Score -3899204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Entering Unmasked Estep 
Score: -1247705.875000 Penalty: 2297.912109
	Iteration 0F: 2 clusters Score -1247706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1239572.000000 Penalty: 4595.824219
	Iteration 0F: 3 clusters Score -1239572 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1242078.250000 Penalty: 4595.824219
	Iteration 1F: 3 clusters Score -1242078 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1242643.750000 Penalty: 4595.824219
	Iteration 2F: 3 clusters Score -1242644 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1243302.625000 Penalty: 4595.824219
	Iteration 3F: 3 clusters Score -1243303 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1243894.125000 Penalty: 4595.824219
	Iteration 4F: 3 clusters Score -1243894 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1244482.000000 Penalty: 4595.824219
	Iteration 5F: 3 clusters Score -1244482 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1244986.000000 Penalty: 4595.824219
	Iteration 6F: 3 clusters Score -1244986 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1245392.500000 Penalty: 4595.824219
	Iteration 7F: 3 clusters Score -1245392 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1245660.000000 Penalty: 4595.824219
	Iteration 8Q: 3 clusters Score -1245660 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1245864.500000 Penalty: 4595.824219
	Iteration 9Q: 3 clusters Score -1245864 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1246015.875000 Penalty: 4595.824219
	Iteration 10Q: 3 clusters Score -1246016 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1246118.875000 Penalty: 4595.824219
	Iteration 11Q: 3 clusters Score -1246119 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1246193.000000 Penalty: 4595.824219
	Iteration 12Q: 3 clusters Score -1246193 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1246250.500000 Penalty: 4595.824219
	Iteration 13Q: 3 clusters Score -1246250 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1246303.125000 Penalty: 4595.824219
	Iteration 14Q: 3 clusters Score -1246303 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1246337.875000 Penalty: 4595.824219
	Iteration 15Q: 3 clusters Score -1246338 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1246374.875000 Penalty: 4595.824219
	Iteration 16Q: 3 clusters Score -1246375 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1246402.875000 Penalty: 4595.824219
	Iteration 17Q: 3 clusters Score -1246403 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1246426.000000 Penalty: 4595.824219
	Iteration 18Q: 3 clusters Score -1246426 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1246445.875000 Penalty: 4595.824219
	Iteration 19Q: 3 clusters Score -1246446 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1246464.875000 Penalty: 4595.824219
	Iteration 20F: 3 clusters Score -1246465 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1246485.125000 Penalty: 4595.824219
	Iteration 21Q: 3 clusters Score -1246485 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1246507.125000 Penalty: 4595.824219
	Iteration 22Q: 3 clusters Score -1246507 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1246523.750000 Penalty: 4595.824219
	Iteration 23Q: 3 clusters Score -1246524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1246545.625000 Penalty: 4595.824219
	Iteration 24Q: 3 clusters Score -1246546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1246559.625000 Penalty: 4595.824219
	Iteration 25Q: 3 clusters Score -1246560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1246572.500000 Penalty: 4595.824219
	Iteration 26Q: 3 clusters Score -1246572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1246588.250000 Penalty: 4595.824219
	Iteration 27Q: 3 clusters Score -1246588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1246606.500000 Penalty: 4595.824219
	Iteration 28Q: 3 clusters Score -1246606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1246614.000000 Penalty: 4595.824219
	Iteration 29Q: 3 clusters Score -1246614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1246617.125000 Penalty: 4595.824219
	Iteration 30Q: 3 clusters Score -1246617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1246620.750000 Penalty: 4595.824219
	Iteration 31Q: 3 clusters Score -1246621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1246629.000000 Penalty: 4595.824219
	Iteration 32Q: 3 clusters Score -1246629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1246636.875000 Penalty: 4595.824219
	Iteration 33Q: 3 clusters Score -1246637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1246645.000000 Penalty: 4595.824219
	Iteration 34Q: 3 clusters Score -1246645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1246658.375000 Penalty: 4595.824219
	Iteration 35Q: 3 clusters Score -1246658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1246682.500000 Penalty: 4595.824219
	Iteration 36Q: 3 clusters Score -1246682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1246698.625000 Penalty: 4595.824219
	Iteration 37Q: 3 clusters Score -1246699 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1246709.875000 Penalty: 4595.824219
	Iteration 38Q: 3 clusters Score -1246710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1246718.750000 Penalty: 4595.824219
	Iteration 39Q: 3 clusters Score -1246719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1246729.125000 Penalty: 4595.824219
	Iteration 40F: 3 clusters Score -1246729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1246739.750000 Penalty: 4595.824219
	Iteration 41Q: 3 clusters Score -1246740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1246747.125000 Penalty: 4595.824219
	Iteration 42Q: 3 clusters Score -1246747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1246754.000000 Penalty: 4595.824219
	Iteration 43Q: 3 clusters Score -1246754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1246766.375000 Penalty: 4595.824219
	Iteration 44Q: 3 clusters Score -1246766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1246770.875000 Penalty: 4595.824219
	Iteration 45Q: 3 clusters Score -1246771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1246776.625000 Penalty: 4595.824219
	Iteration 46Q: 3 clusters Score -1246777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1246786.125000 Penalty: 4595.824219
	Iteration 47Q: 3 clusters Score -1246786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1246791.375000 Penalty: 4595.824219
	Iteration 48Q: 3 clusters Score -1246791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1246796.750000 Penalty: 4595.824219
	Iteration 49Q: 3 clusters Score -1246797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1246803.625000 Penalty: 4595.824219
	Iteration 50Q: 3 clusters Score -1246804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1246809.875000 Penalty: 4595.824219
	Iteration 51Q: 3 clusters Score -1246810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1246813.500000 Penalty: 4595.824219
	Iteration 52Q: 3 clusters Score -1246814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1246816.500000 Penalty: 4595.824219
	Iteration 53Q: 3 clusters Score -1246816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1246818.875000 Penalty: 4595.824219
	Iteration 54Q: 3 clusters Score -1246819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1246820.375000 Penalty: 4595.824219
	Iteration 55Q: 3 clusters Score -1246820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1246820.875000 Penalty: 4595.824219
	Iteration 56Q: 3 clusters Score -1246821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1246821.250000 Penalty: 4595.824219
	Iteration 57Q: 3 clusters Score -1246821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1246822.625000 Penalty: 4595.824219
	Iteration 58Q: 3 clusters Score -1246823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1246822.625000 Penalty: 4595.824219
	Iteration 59Q: 3 clusters Score -1246823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1246821.750000 Penalty: 4595.824219
	Iteration 60F: 3 clusters Score -1246822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1246823.750000 Penalty: 4595.824219
	Iteration 61Q: 3 clusters Score -1246824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1246825.125000 Penalty: 4595.824219
	Iteration 62Q: 3 clusters Score -1246825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1246827.500000 Penalty: 4595.824219
	Iteration 63Q: 3 clusters Score -1246828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1246825.375000 Penalty: 4595.824219
	Iteration 64Q: 3 clusters Score -1246825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1246826.625000 Penalty: 4595.824219
	Iteration 65Q: 3 clusters Score -1246827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1246826.875000 Penalty: 4595.824219
	Iteration 66Q: 3 clusters Score -1246827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1246828.250000 Penalty: 4595.824219
	Iteration 67Q: 3 clusters Score -1246828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1246828.500000 Penalty: 4595.824219
	Iteration 68Q: 3 clusters Score -1246828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1246828.500000 Penalty: 4595.824219
	Iteration 69F: 3 clusters Score -1246828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Entering Unmasked Estep 
Score: -2560912.000000 Penalty: 2474.691406
	Iteration 0F: 2 clusters Score -2560912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2545882.500000 Penalty: 4949.382812
	Iteration 0F: 3 clusters Score -2545882 nChanged 9595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2551311.000000 Penalty: 4949.382812
	Iteration 1F: 3 clusters Score -2551311 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2551856.250000 Penalty: 4949.382812
	Iteration 2F: 3 clusters Score -2551856 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2552327.250000 Penalty: 4949.382812
	Iteration 3F: 3 clusters Score -2552327 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2552821.000000 Penalty: 4949.382812
	Iteration 4Q: 3 clusters Score -2552821 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2553322.000000 Penalty: 4949.382812
	Iteration 5Q: 3 clusters Score -2553322 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2553858.250000 Penalty: 4949.382812
	Iteration 6Q: 3 clusters Score -2553858 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -2554460.500000 Penalty: 4949.382812
	Iteration 7Q: 3 clusters Score -2554460 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2555041.000000 Penalty: 4949.382812
	Iteration 8Q: 3 clusters Score -2555041 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2555620.250000 Penalty: 4949.382812
	Iteration 9Q: 3 clusters Score -2555620 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2556157.250000 Penalty: 4949.382812
	Iteration 10Q: 3 clusters Score -2556157 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2556601.500000 Penalty: 4949.382812
	Iteration 11Q: 3 clusters Score -2556602 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2556950.000000 Penalty: 4949.382812
	Iteration 12Q: 3 clusters Score -2556950 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2557273.000000 Penalty: 4949.382812
	Iteration 13Q: 3 clusters Score -2557273 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2557547.750000 Penalty: 4949.382812
	Iteration 14Q: 3 clusters Score -2557548 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2557798.750000 Penalty: 4949.382812
	Iteration 15Q: 3 clusters Score -2557799 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2558006.250000 Penalty: 4949.382812
	Iteration 16Q: 3 clusters Score -2558006 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2558166.250000 Penalty: 4949.382812
	Iteration 17Q: 3 clusters Score -2558166 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2558298.250000 Penalty: 4949.382812
	Iteration 18Q: 3 clusters Score -2558298 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2558396.750000 Penalty: 4949.382812
	Iteration 19Q: 3 clusters Score -2558397 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2558469.500000 Penalty: 4949.382812
	Iteration 20F: 3 clusters Score -2558470 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2558547.750000 Penalty: 4949.382812
	Iteration 21Q: 3 clusters Score -2558548 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2558608.250000 Penalty: 4949.382812
	Iteration 22Q: 3 clusters Score -2558608 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2558655.750000 Penalty: 4949.382812
	Iteration 23Q: 3 clusters Score -2558656 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2558687.500000 Penalty: 4949.382812
	Iteration 24Q: 3 clusters Score -2558688 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2558716.750000 Penalty: 4949.382812
	Iteration 25Q: 3 clusters Score -2558717 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2558740.250000 Penalty: 4949.382812
	Iteration 26Q: 3 clusters Score -2558740 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2558760.000000 Penalty: 4949.382812
	Iteration 27Q: 3 clusters Score -2558760 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2558778.000000 Penalty: 4949.382812
	Iteration 28Q: 3 clusters Score -2558778 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2558797.000000 Penalty: 4949.382812
	Iteration 29Q: 3 clusters Score -2558797 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2558802.750000 Penalty: 4949.382812
	Iteration 30Q: 3 clusters Score -2558803 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2558806.500000 Penalty: 4949.382812
	Iteration 31Q: 3 clusters Score -2558806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2558815.750000 Penalty: 4949.382812
	Iteration 32Q: 3 clusters Score -2558816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2558821.000000 Penalty: 4949.382812
	Iteration 33Q: 3 clusters Score -2558821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2558822.500000 Penalty: 4949.382812
	Iteration 34Q: 3 clusters Score -2558822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -2558833.000000 Penalty: 4949.382812
	Iteration 35Q: 3 clusters Score -2558833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2558834.500000 Penalty: 4949.382812
	Iteration 36Q: 3 clusters Score -2558834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2558841.250000 Penalty: 4949.382812
	Iteration 37Q: 3 clusters Score -2558841 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2558849.250000 Penalty: 4949.382812
	Iteration 38Q: 3 clusters Score -2558849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2558861.250000 Penalty: 4949.382812
	Iteration 39Q: 3 clusters Score -2558861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2558866.250000 Penalty: 4949.382812
	Iteration 40F: 3 clusters Score -2558866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2558866.750000 Penalty: 4949.382812
	Iteration 41Q: 3 clusters Score -2558867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2558872.000000 Penalty: 4949.382812
	Iteration 42Q: 3 clusters Score -2558872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2558871.000000 Penalty: 4949.382812
	Iteration 43Q: 3 clusters Score -2558871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2558882.500000 Penalty: 4949.382812
	Iteration 44Q: 3 clusters Score -2558882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2558889.000000 Penalty: 4949.382812
	Iteration 45Q: 3 clusters Score -2558889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2558890.750000 Penalty: 4949.382812
	Iteration 46Q: 3 clusters Score -2558891 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2558897.500000 Penalty: 4949.382812
	Iteration 47Q: 3 clusters Score -2558898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -2558898.500000 Penalty: 4949.382812
	Iteration 48Q: 3 clusters Score -2558898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2558914.250000 Penalty: 4949.382812
	Iteration 49Q: 3 clusters Score -2558914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2558917.250000 Penalty: 4949.382812
	Iteration 50Q: 3 clusters Score -2558917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2558919.500000 Penalty: 4949.382812
	Iteration 51Q: 3 clusters Score -2558920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2558918.000000 Penalty: 4949.382812
	Iteration 52Q: 3 clusters Score -2558918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2558924.750000 Penalty: 4949.382812
	Iteration 53Q: 3 clusters Score -2558925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2558931.500000 Penalty: 4949.382812
	Iteration 54Q: 3 clusters Score -2558932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2558930.750000 Penalty: 4949.382812
	Iteration 55Q: 3 clusters Score -2558931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2558936.750000 Penalty: 4949.382812
	Iteration 56Q: 3 clusters Score -2558937 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2558938.250000 Penalty: 4949.382812
	Iteration 57Q: 3 clusters Score -2558938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2558943.500000 Penalty: 4949.382812
	Iteration 58Q: 3 clusters Score -2558944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2558941.750000 Penalty: 4949.382812
	Iteration 59Q: 3 clusters Score -2558942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2558948.000000 Penalty: 4949.382812
	Iteration 60F: 3 clusters Score -2558948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2558945.250000 Penalty: 4949.382812
	Iteration 61Q: 3 clusters Score -2558945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2558947.500000 Penalty: 4949.382812
	Iteration 62Q: 3 clusters Score -2558948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2558947.000000 Penalty: 4949.382812
	Iteration 63Q: 3 clusters Score -2558947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2558947.500000 Penalty: 4949.382812
	Iteration 64Q: 3 clusters Score -2558948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2558951.500000 Penalty: 4949.382812
	Iteration 65Q: 3 clusters Score -2558952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2558949.250000 Penalty: 4949.382812
	Iteration 66Q: 3 clusters Score -2558949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2558956.250000 Penalty: 4949.382812
	Iteration 67Q: 3 clusters Score -2558956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2558958.750000 Penalty: 4949.382812
	Iteration 68Q: 3 clusters Score -2558959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2558958.500000 Penalty: 4949.382812
	Iteration 69Q: 3 clusters Score -2558958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2558960.000000 Penalty: 4949.382812
	Iteration 70Q: 3 clusters Score -2558960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2558963.750000 Penalty: 4949.382812
	Iteration 71Q: 3 clusters Score -2558964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2558970.250000 Penalty: 4949.382812
	Iteration 72Q: 3 clusters Score -2558970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2558967.500000 Penalty: 4949.382812
	Iteration 73Q: 3 clusters Score -2558968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2558966.500000 Penalty: 4949.382812
	Iteration 74Q: 3 clusters Score -2558966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2558967.250000 Penalty: 4949.382812
	Iteration 75Q: 3 clusters Score -2558967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2558967.250000 Penalty: 4949.382812
	Iteration 76F: 3 clusters Score -2558967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Entering Unmasked Estep 
Score: -317669.562500 Penalty: 1956.027710
	Iteration 0F: 2 clusters Score -317669.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -314740.906250 Penalty: 3912.055420
	Iteration 0F: 3 clusters Score -314740.9 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -315628.781250 Penalty: 3912.055420
	Iteration 1F: 3 clusters Score -315628.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -316126.312500 Penalty: 3912.055420
	Iteration 2F: 3 clusters Score -316126.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -316623.218750 Penalty: 3912.055420
	Iteration 3F: 3 clusters Score -316623.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -316995.250000 Penalty: 3912.055420
	Iteration 4F: 3 clusters Score -316995.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -317195.812500 Penalty: 3912.055420
	Iteration 5F: 3 clusters Score -317195.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -317296.562500 Penalty: 3912.055420
	Iteration 6Q: 3 clusters Score -317296.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -317333.000000 Penalty: 3912.055420
	Iteration 7Q: 3 clusters Score -317333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -317348.875000 Penalty: 3912.055420
	Iteration 8Q: 3 clusters Score -317348.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -317358.218750 Penalty: 3912.055420
	Iteration 9Q: 3 clusters Score -317358.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -317368.250000 Penalty: 3912.055420
	Iteration 10Q: 3 clusters Score -317368.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -317373.375000 Penalty: 3912.055420
	Iteration 11Q: 3 clusters Score -317373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -317375.687500 Penalty: 3912.055420
	Iteration 12Q: 3 clusters Score -317375.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -317375.687500 Penalty: 3912.055420
	Iteration 13F: 3 clusters Score -317375.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Entering Unmasked Estep 
Score: -2093100.625000 Penalty: 2425.458740
	Iteration 0F: 2 clusters Score -2093101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2080627.750000 Penalty: 4850.917480
	Iteration 0F: 3 clusters Score -2080628 nChanged 7658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2084842.750000 Penalty: 4850.917480
	Iteration 1F: 3 clusters Score -2084843 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2085298.500000 Penalty: 4850.917480
	Iteration 2F: 3 clusters Score -2085298 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2085666.375000 Penalty: 4850.917480
	Iteration 3Q: 3 clusters Score -2085666 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2086025.875000 Penalty: 4850.917480
	Iteration 4Q: 3 clusters Score -2086026 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2086457.125000 Penalty: 4850.917480
	Iteration 5Q: 3 clusters Score -2086457 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2087040.500000 Penalty: 4850.917480
	Iteration 6Q: 3 clusters Score -2087040 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -2087839.500000 Penalty: 4850.917480
	Iteration 7F: 3 clusters Score -2087840 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2088862.875000 Penalty: 4850.917480
	Iteration 8F: 3 clusters Score -2088863 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2090067.875000 Penalty: 4850.917480
	Iteration 9F: 3 clusters Score -2090068 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2091320.000000 Penalty: 4850.917480
	Iteration 10F: 3 clusters Score -2091320 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2092332.500000 Penalty: 4850.917480
	Iteration 11F: 3 clusters Score -2092332 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2092884.375000 Penalty: 4850.917480
	Iteration 12Q: 3 clusters Score -2092884 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2093228.000000 Penalty: 4850.917480
	Iteration 13Q: 3 clusters Score -2093228 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2093438.500000 Penalty: 4850.917480
	Iteration 14Q: 3 clusters Score -2093438 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -2093551.625000 Penalty: 4850.917480
	Iteration 15Q: 3 clusters Score -2093552 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2093619.250000 Penalty: 4850.917480
	Iteration 16Q: 3 clusters Score -2093619 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2093667.375000 Penalty: 4850.917480
	Iteration 17Q: 3 clusters Score -2093667 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2093698.125000 Penalty: 4850.917480
	Iteration 18Q: 3 clusters Score -2093698 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -2093715.875000 Penalty: 4850.917480
	Iteration 19Q: 3 clusters Score -2093716 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2093730.875000 Penalty: 4850.917480
	Iteration 20F: 3 clusters Score -2093731 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2093733.500000 Penalty: 4850.917480
	Iteration 21Q: 3 clusters Score -2093734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2093736.875000 Penalty: 4850.917480
	Iteration 22Q: 3 clusters Score -2093737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2093743.625000 Penalty: 4850.917480
	Iteration 23Q: 3 clusters Score -2093744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2093745.250000 Penalty: 4850.917480
	Iteration 24Q: 3 clusters Score -2093745 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2093752.000000 Penalty: 4850.917480
	Iteration 25Q: 3 clusters Score -2093752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2093749.500000 Penalty: 4850.917480
	Iteration 26Q: 3 clusters Score -2093750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2093748.875000 Penalty: 4850.917480
	Iteration 27Q: 3 clusters Score -2093749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2093747.750000 Penalty: 4850.917480
	Iteration 28Q: 3 clusters Score -2093748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2093745.875000 Penalty: 4850.917480
	Iteration 29Q: 3 clusters Score -2093746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2093746.000000 Penalty: 4850.917480
	Iteration 30Q: 3 clusters Score -2093746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2093745.250000 Penalty: 4850.917480
	Iteration 31Q: 3 clusters Score -2093745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2093748.125000 Penalty: 4850.917480
	Iteration 32Q: 3 clusters Score -2093748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2093747.250000 Penalty: 4850.917480
	Iteration 33Q: 3 clusters Score -2093747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2093748.500000 Penalty: 4850.917480
	Iteration 34Q: 3 clusters Score -2093748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2093749.500000 Penalty: 4850.917480
	Iteration 35Q: 3 clusters Score -2093750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2093749.500000 Penalty: 4850.917480
	Iteration 36F: 3 clusters Score -2093750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191374 members 
Mstep: Class 2 contains 89502 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 60878 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42156 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 32524 members 
Mstep: Class 11 contains 10570 members 
Mstep: Class 12 contains 21560 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 8814 members 
Mstep: Class 15 contains 8864 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13592 members 
Mstep: Class 19 contains 58898 members 
Mstep: Class 20 contains 13098 members 
Mstep: Class 21 contains 22875 members 
Mstep: Class 22 contains 9011 members 
Mstep: Class 23 contains 6710 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56844 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6031 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249191 members 
Mstep: Class 32 contains 10284 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 252297 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 49038 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
Score: -148044912.000000 Penalty: 139228.203125
Splitting cluster 15 changes total score from -148045344.000000 to -148044912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -218862.468750 Penalty: 1855.286133
	Iteration 0F: 2 clusters Score -218862.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -216395.515625 Penalty: 3710.572266
	Iteration 0F: 3 clusters Score -216395.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -216874.281250 Penalty: 3710.572266
	Iteration 1F: 3 clusters Score -216874.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -216977.375000 Penalty: 3710.572266
	Iteration 2F: 3 clusters Score -216977.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -217023.875000 Penalty: 3710.572266
	Iteration 3Q: 3 clusters Score -217023.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -217057.218750 Penalty: 3710.572266
	Iteration 4Q: 3 clusters Score -217057.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -217074.187500 Penalty: 3710.572266
	Iteration 5Q: 3 clusters Score -217074.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -217085.125000 Penalty: 3710.572266
	Iteration 6Q: 3 clusters Score -217085.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -217094.125000 Penalty: 3710.572266
	Iteration 7Q: 3 clusters Score -217094.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -217103.750000 Penalty: 3710.572266
	Iteration 8Q: 3 clusters Score -217103.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -217112.171875 Penalty: 3710.572266
	Iteration 9Q: 3 clusters Score -217112.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -217114.343750 Penalty: 3710.572266
	Iteration 10Q: 3 clusters Score -217114.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -217114.578125 Penalty: 3710.572266
	Iteration 11Q: 3 clusters Score -217114.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -217115.984375 Penalty: 3710.572266
	Iteration 12Q: 3 clusters Score -217116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -217117.750000 Penalty: 3710.572266
	Iteration 13Q: 3 clusters Score -217117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -217121.656250 Penalty: 3710.572266
	Iteration 14Q: 3 clusters Score -217121.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -217124.218750 Penalty: 3710.572266
	Iteration 15Q: 3 clusters Score -217124.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -217125.515625 Penalty: 3710.572266
	Iteration 16Q: 3 clusters Score -217125.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -217126.640625 Penalty: 3710.572266
	Iteration 17Q: 3 clusters Score -217126.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -217126.640625 Penalty: 3710.572266
	Iteration 18F: 3 clusters Score -217126.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -42888.750000 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -42888.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41576.609375 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -41576.61 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41758.144531 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -41758.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41824.601562 Penalty: 2976.701660
	Iteration 2Q: 3 clusters Score -41824.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41853.390625 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -41853.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -41866.871094 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -41866.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41884.437500 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -41884.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -41893.265625 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -41893.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -41904.281250 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -41904.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -41918.078125 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -41918.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -41922.105469 Penalty: 2976.701660
	Iteration 9Q: 3 clusters Score -41922.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -41922.105469 Penalty: 2976.701660
	Iteration 10F: 3 clusters Score -41922.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Entering Unmasked Estep 
Score: -1524304.000000 Penalty: 2360.274658
	Iteration 0F: 2 clusters Score -1524304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1514387.750000 Penalty: 4720.549316
	Iteration 0F: 3 clusters Score -1514388 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1517903.000000 Penalty: 4720.549316
	Iteration 1F: 3 clusters Score -1517903 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1518456.250000 Penalty: 4720.549316
	Iteration 2F: 3 clusters Score -1518456 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1518853.625000 Penalty: 4720.549316
	Iteration 3F: 3 clusters Score -1518854 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1519218.125000 Penalty: 4720.549316
	Iteration 4F: 3 clusters Score -1519218 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1519527.250000 Penalty: 4720.549316
	Iteration 5Q: 3 clusters Score -1519527 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1519783.625000 Penalty: 4720.549316
	Iteration 6Q: 3 clusters Score -1519784 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1520005.625000 Penalty: 4720.549316
	Iteration 7Q: 3 clusters Score -1520006 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1520190.000000 Penalty: 4720.549316
	Iteration 8Q: 3 clusters Score -1520190 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1520388.625000 Penalty: 4720.549316
	Iteration 9Q: 3 clusters Score -1520389 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1520587.875000 Penalty: 4720.549316
	Iteration 10Q: 3 clusters Score -1520588 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1520756.250000 Penalty: 4720.549316
	Iteration 11Q: 3 clusters Score -1520756 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1520874.000000 Penalty: 4720.549316
	Iteration 12Q: 3 clusters Score -1520874 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1520961.125000 Penalty: 4720.549316
	Iteration 13Q: 3 clusters Score -1520961 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1521030.500000 Penalty: 4720.549316
	Iteration 14Q: 3 clusters Score -1521030 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1521070.750000 Penalty: 4720.549316
	Iteration 15Q: 3 clusters Score -1521071 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1521109.000000 Penalty: 4720.549316
	Iteration 16Q: 3 clusters Score -1521109 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1521139.375000 Penalty: 4720.549316
	Iteration 17Q: 3 clusters Score -1521139 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1521156.500000 Penalty: 4720.549316
	Iteration 18Q: 3 clusters Score -1521156 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1521179.625000 Penalty: 4720.549316
	Iteration 19Q: 3 clusters Score -1521180 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1521197.375000 Penalty: 4720.549316
	Iteration 20F: 3 clusters Score -1521197 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1521206.875000 Penalty: 4720.549316
	Iteration 21Q: 3 clusters Score -1521207 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1521216.000000 Penalty: 4720.549316
	Iteration 22Q: 3 clusters Score -1521216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1521220.750000 Penalty: 4720.549316
	Iteration 23Q: 3 clusters Score -1521221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1521222.750000 Penalty: 4720.549316
	Iteration 24Q: 3 clusters Score -1521223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1521224.250000 Penalty: 4720.549316
	Iteration 25Q: 3 clusters Score -1521224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1521225.500000 Penalty: 4720.549316
	Iteration 26Q: 3 clusters Score -1521226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1521230.125000 Penalty: 4720.549316
	Iteration 27Q: 3 clusters Score -1521230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1521233.375000 Penalty: 4720.549316
	Iteration 28Q: 3 clusters Score -1521233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1521231.250000 Penalty: 4720.549316
	Iteration 29Q: 3 clusters Score -1521231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1521236.000000 Penalty: 4720.549316
	Iteration 30Q: 3 clusters Score -1521236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1521235.500000 Penalty: 4720.549316
	Iteration 31Q: 3 clusters Score -1521236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1521236.625000 Penalty: 4720.549316
	Iteration 32Q: 3 clusters Score -1521237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1521238.125000 Penalty: 4720.549316
	Iteration 33Q: 3 clusters Score -1521238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1521242.500000 Penalty: 4720.549316
	Iteration 34Q: 3 clusters Score -1521242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1521242.625000 Penalty: 4720.549316
	Iteration 35Q: 3 clusters Score -1521243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1521240.750000 Penalty: 4720.549316
	Iteration 36Q: 3 clusters Score -1521241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1521244.750000 Penalty: 4720.549316
	Iteration 37Q: 3 clusters Score -1521245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1521245.750000 Penalty: 4720.549316
	Iteration 38Q: 3 clusters Score -1521246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1521245.000000 Penalty: 4720.549316
	Iteration 39Q: 3 clusters Score -1521245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1521242.000000 Penalty: 4720.549316
	Iteration 40F: 3 clusters Score -1521242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1521244.375000 Penalty: 4720.549316
	Iteration 41Q: 3 clusters Score -1521244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1521248.625000 Penalty: 4720.549316
	Iteration 42Q: 3 clusters Score -1521249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1521246.875000 Penalty: 4720.549316
	Iteration 43Q: 3 clusters Score -1521247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1521247.750000 Penalty: 4720.549316
	Iteration 44Q: 3 clusters Score -1521248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1521249.250000 Penalty: 4720.549316
	Iteration 45Q: 3 clusters Score -1521249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1521249.250000 Penalty: 4720.549316
	Iteration 46F: 3 clusters Score -1521249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (58898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Entering Unmasked Estep 
Score: -6819346.500000 Penalty: 2723.923584
	Iteration 0F: 2 clusters Score -6819346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -6779758.500000 Penalty: 5447.847168
	Iteration 0F: 3 clusters Score -6779758 nChanged 27403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -6794897.000000 Penalty: 5447.847168
	Iteration 1F: 3 clusters Score -6794897 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -6795715.500000 Penalty: 5447.847168
	Iteration 2Q: 3 clusters Score -6795716 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -6796444.000000 Penalty: 5447.847168
	Iteration 3Q: 3 clusters Score -6796444 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -6797303.500000 Penalty: 5447.847168
	Iteration 4Q: 3 clusters Score -6797304 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -6798365.000000 Penalty: 5447.847168
	Iteration 5Q: 3 clusters Score -6798365 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -6799721.500000 Penalty: 5447.847168
	Iteration 6Q: 3 clusters Score -6799722 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -6801518.500000 Penalty: 5447.847168
	Iteration 7F: 3 clusters Score -6801518 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -6803904.000000 Penalty: 5447.847168
	Iteration 8F: 3 clusters Score -6803904 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -6806702.000000 Penalty: 5447.847168
	Iteration 9F: 3 clusters Score -6806702 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -6809545.500000 Penalty: 5447.847168
	Iteration 10F: 3 clusters Score -6809546 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -6811746.000000 Penalty: 5447.847168
	Iteration 11Q: 3 clusters Score -6811746 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -6813239.000000 Penalty: 5447.847168
	Iteration 12Q: 3 clusters Score -6813239 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -6814259.500000 Penalty: 5447.847168
	Iteration 13Q: 3 clusters Score -6814260 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -6815082.500000 Penalty: 5447.847168
	Iteration 14Q: 3 clusters Score -6815082 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -6815683.500000 Penalty: 5447.847168
	Iteration 15Q: 3 clusters Score -6815684 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -6816146.500000 Penalty: 5447.847168
	Iteration 16Q: 3 clusters Score -6816146 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 56041 members 
Entering Unmasked Estep 
Score: -6816582.500000 Penalty: 5447.847168
	Iteration 17Q: 3 clusters Score -6816582 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -6816987.000000 Penalty: 5447.847168
	Iteration 18Q: 3 clusters Score -6816987 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 56864 members 
Entering Unmasked Estep 
Score: -6817376.000000 Penalty: 5447.847168
	Iteration 19Q: 3 clusters Score -6817376 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -6817647.500000 Penalty: 5447.847168
	Iteration 20F: 3 clusters Score -6817648 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -6817796.500000 Penalty: 5447.847168
	Iteration 21Q: 3 clusters Score -6817796 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -6817873.000000 Penalty: 5447.847168
	Iteration 22Q: 3 clusters Score -6817873 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -6817905.500000 Penalty: 5447.847168
	Iteration 23Q: 3 clusters Score -6817906 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -6817932.000000 Penalty: 5447.847168
	Iteration 24Q: 3 clusters Score -6817932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 57318 members 
Entering Unmasked Estep 
Score: -6817958.000000 Penalty: 5447.847168
	Iteration 25Q: 3 clusters Score -6817958 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 57329 members 
Entering Unmasked Estep 
Score: -6817984.000000 Penalty: 5447.847168
	Iteration 26Q: 3 clusters Score -6817984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 57339 members 
Entering Unmasked Estep 
Score: -6818006.000000 Penalty: 5447.847168
	Iteration 27Q: 3 clusters Score -6818006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -6818022.500000 Penalty: 5447.847168
	Iteration 28Q: 3 clusters Score -6818022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 57345 members 
Entering Unmasked Estep 
Score: -6818033.000000 Penalty: 5447.847168
	Iteration 29Q: 3 clusters Score -6818033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -6818041.000000 Penalty: 5447.847168
	Iteration 30Q: 3 clusters Score -6818041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 57349 members 
Entering Unmasked Estep 
Score: -6818055.000000 Penalty: 5447.847168
	Iteration 31Q: 3 clusters Score -6818055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 57360 members 
Entering Unmasked Estep 
Score: -6818046.500000 Penalty: 5447.847168
	Iteration 32Q: 3 clusters Score -6818046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -6818060.000000 Penalty: 5447.847168
	Iteration 33Q: 3 clusters Score -6818060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 57369 members 
Entering Unmasked Estep 
Score: -6818058.000000 Penalty: 5447.847168
	Iteration 34Q: 3 clusters Score -6818058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 57376 members 
Entering Unmasked Estep 
Score: -6818068.500000 Penalty: 5447.847168
	Iteration 35Q: 3 clusters Score -6818068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 57373 members 
Entering Unmasked Estep 
Score: -6818064.500000 Penalty: 5447.847168
	Iteration 36Q: 3 clusters Score -6818064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 57367 members 
Entering Unmasked Estep 
Score: -6818071.000000 Penalty: 5447.847168
	Iteration 37Q: 3 clusters Score -6818071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 57370 members 
Entering Unmasked Estep 
Score: -6818089.000000 Penalty: 5447.847168
	Iteration 38Q: 3 clusters Score -6818089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 57372 members 
Entering Unmasked Estep 
Score: -6818089.000000 Penalty: 5447.847168
	Iteration 39Q: 3 clusters Score -6818089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -6818095.500000 Penalty: 5447.847168
	Iteration 40F: 3 clusters Score -6818096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 57386 members 
Entering Unmasked Estep 
Score: -6818087.000000 Penalty: 5447.847168
	Iteration 41Q: 3 clusters Score -6818087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -6818111.000000 Penalty: 5447.847168
	Iteration 42Q: 3 clusters Score -6818111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 57383 members 
Entering Unmasked Estep 
Score: -6818117.000000 Penalty: 5447.847168
	Iteration 43Q: 3 clusters Score -6818117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -6818109.000000 Penalty: 5447.847168
	Iteration 44Q: 3 clusters Score -6818109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -6818105.000000 Penalty: 5447.847168
	Iteration 45Q: 3 clusters Score -6818105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -6818106.500000 Penalty: 5447.847168
	Iteration 46Q: 3 clusters Score -6818106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
Score: -6818110.500000 Penalty: 5447.847168
	Iteration 47Q: 3 clusters Score -6818110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 57395 members 
Entering Unmasked Estep 
Score: -6818111.000000 Penalty: 5447.847168
	Iteration 48Q: 3 clusters Score -6818111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -6818115.000000 Penalty: 5447.847168
	Iteration 49Q: 3 clusters Score -6818115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -6818113.000000 Penalty: 5447.847168
	Iteration 50Q: 3 clusters Score -6818113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
Score: -6818121.500000 Penalty: 5447.847168
	Iteration 51Q: 3 clusters Score -6818122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -6818122.500000 Penalty: 5447.847168
	Iteration 52Q: 3 clusters Score -6818122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
Score: -6818120.000000 Penalty: 5447.847168
	Iteration 53Q: 3 clusters Score -6818120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 57396 members 
Entering Unmasked Estep 
Score: -6818120.000000 Penalty: 5447.847168
	Iteration 54F: 3 clusters Score -6818120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Entering Unmasked Estep 
Score: -1637316.875000 Penalty: 2351.093262
	Iteration 0F: 2 clusters Score -1637317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1627712.625000 Penalty: 4702.186523
	Iteration 0F: 3 clusters Score -1627713 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1630577.125000 Penalty: 4702.186523
	Iteration 1F: 3 clusters Score -1630577 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1630852.000000 Penalty: 4702.186523
	Iteration 2F: 3 clusters Score -1630852 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1631030.750000 Penalty: 4702.186523
	Iteration 3Q: 3 clusters Score -1631031 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1631173.625000 Penalty: 4702.186523
	Iteration 4Q: 3 clusters Score -1631174 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1631284.250000 Penalty: 4702.186523
	Iteration 5Q: 3 clusters Score -1631284 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1631399.625000 Penalty: 4702.186523
	Iteration 6Q: 3 clusters Score -1631400 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1631508.375000 Penalty: 4702.186523
	Iteration 7Q: 3 clusters Score -1631508 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1631638.125000 Penalty: 4702.186523
	Iteration 8Q: 3 clusters Score -1631638 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1631793.375000 Penalty: 4702.186523
	Iteration 9Q: 3 clusters Score -1631793 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1631978.875000 Penalty: 4702.186523
	Iteration 10Q: 3 clusters Score -1631979 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1632195.500000 Penalty: 4702.186523
	Iteration 11Q: 3 clusters Score -1632196 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1632505.625000 Penalty: 4702.186523
	Iteration 12Q: 3 clusters Score -1632506 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1632883.125000 Penalty: 4702.186523
	Iteration 13Q: 3 clusters Score -1632883 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1633275.875000 Penalty: 4702.186523
	Iteration 14Q: 3 clusters Score -1633276 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1633703.875000 Penalty: 4702.186523
	Iteration 15Q: 3 clusters Score -1633704 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1634137.375000 Penalty: 4702.186523
	Iteration 16Q: 3 clusters Score -1634137 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1634494.125000 Penalty: 4702.186523
	Iteration 17Q: 3 clusters Score -1634494 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1634778.375000 Penalty: 4702.186523
	Iteration 18Q: 3 clusters Score -1634778 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1634990.500000 Penalty: 4702.186523
	Iteration 19Q: 3 clusters Score -1634990 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1635130.500000 Penalty: 4702.186523
	Iteration 20F: 3 clusters Score -1635130 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1635218.625000 Penalty: 4702.186523
	Iteration 21Q: 3 clusters Score -1635219 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -1635278.750000 Penalty: 4702.186523
	Iteration 22Q: 3 clusters Score -1635279 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1635325.250000 Penalty: 4702.186523
	Iteration 23Q: 3 clusters Score -1635325 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1635359.375000 Penalty: 4702.186523
	Iteration 24Q: 3 clusters Score -1635359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1635386.000000 Penalty: 4702.186523
	Iteration 25Q: 3 clusters Score -1635386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1635400.875000 Penalty: 4702.186523
	Iteration 26Q: 3 clusters Score -1635401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1635415.750000 Penalty: 4702.186523
	Iteration 27Q: 3 clusters Score -1635416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1635425.250000 Penalty: 4702.186523
	Iteration 28Q: 3 clusters Score -1635425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1635435.750000 Penalty: 4702.186523
	Iteration 29Q: 3 clusters Score -1635436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1635440.375000 Penalty: 4702.186523
	Iteration 30Q: 3 clusters Score -1635440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -1635445.000000 Penalty: 4702.186523
	Iteration 31Q: 3 clusters Score -1635445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1635450.625000 Penalty: 4702.186523
	Iteration 32Q: 3 clusters Score -1635451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1635452.250000 Penalty: 4702.186523
	Iteration 33Q: 3 clusters Score -1635452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1635455.625000 Penalty: 4702.186523
	Iteration 34Q: 3 clusters Score -1635456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1635459.375000 Penalty: 4702.186523
	Iteration 35Q: 3 clusters Score -1635459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1635465.000000 Penalty: 4702.186523
	Iteration 36Q: 3 clusters Score -1635465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1635463.500000 Penalty: 4702.186523
	Iteration 37Q: 3 clusters Score -1635464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1635463.500000 Penalty: 4702.186523
	Iteration 38F: 3 clusters Score -1635464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Entering Unmasked Estep 
Score: -2846865.500000 Penalty: 2489.374268
	Iteration 0F: 2 clusters Score -2846866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2831039.750000 Penalty: 4978.748535
	Iteration 0F: 3 clusters Score -2831040 nChanged 10113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2836546.250000 Penalty: 4978.748535
	Iteration 1F: 3 clusters Score -2836546 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2837076.500000 Penalty: 4978.748535
	Iteration 2F: 3 clusters Score -2837076 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2837648.750000 Penalty: 4978.748535
	Iteration 3F: 3 clusters Score -2837649 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2838320.500000 Penalty: 4978.748535
	Iteration 4F: 3 clusters Score -2838320 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2839121.500000 Penalty: 4978.748535
	Iteration 5F: 3 clusters Score -2839122 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2840011.000000 Penalty: 4978.748535
	Iteration 6F: 3 clusters Score -2840011 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2840937.500000 Penalty: 4978.748535
	Iteration 7F: 3 clusters Score -2840938 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2841827.000000 Penalty: 4978.748535
	Iteration 8F: 3 clusters Score -2841827 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2842605.250000 Penalty: 4978.748535
	Iteration 9Q: 3 clusters Score -2842605 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2843065.250000 Penalty: 4978.748535
	Iteration 10Q: 3 clusters Score -2843065 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2843297.750000 Penalty: 4978.748535
	Iteration 11Q: 3 clusters Score -2843298 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2843443.500000 Penalty: 4978.748535
	Iteration 12Q: 3 clusters Score -2843444 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2843543.500000 Penalty: 4978.748535
	Iteration 13Q: 3 clusters Score -2843544 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2843618.500000 Penalty: 4978.748535
	Iteration 14Q: 3 clusters Score -2843618 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2843674.750000 Penalty: 4978.748535
	Iteration 15Q: 3 clusters Score -2843675 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2843712.000000 Penalty: 4978.748535
	Iteration 16Q: 3 clusters Score -2843712 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2843765.500000 Penalty: 4978.748535
	Iteration 17Q: 3 clusters Score -2843766 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2843829.250000 Penalty: 4978.748535
	Iteration 18Q: 3 clusters Score -2843829 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2843875.500000 Penalty: 4978.748535
	Iteration 19Q: 3 clusters Score -2843876 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2843920.500000 Penalty: 4978.748535
	Iteration 20F: 3 clusters Score -2843920 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2843955.250000 Penalty: 4978.748535
	Iteration 21Q: 3 clusters Score -2843955 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2844015.000000 Penalty: 4978.748535
	Iteration 22Q: 3 clusters Score -2844015 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2844047.500000 Penalty: 4978.748535
	Iteration 23Q: 3 clusters Score -2844048 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2844099.500000 Penalty: 4978.748535
	Iteration 24Q: 3 clusters Score -2844100 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2844145.750000 Penalty: 4978.748535
	Iteration 25Q: 3 clusters Score -2844146 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2844186.500000 Penalty: 4978.748535
	Iteration 26Q: 3 clusters Score -2844186 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2844236.750000 Penalty: 4978.748535
	Iteration 27Q: 3 clusters Score -2844237 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -2844263.000000 Penalty: 4978.748535
	Iteration 28Q: 3 clusters Score -2844263 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2844294.750000 Penalty: 4978.748535
	Iteration 29Q: 3 clusters Score -2844295 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2844300.000000 Penalty: 4978.748535
	Iteration 30Q: 3 clusters Score -2844300 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2844313.500000 Penalty: 4978.748535
	Iteration 31Q: 3 clusters Score -2844314 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2844344.000000 Penalty: 4978.748535
	Iteration 32Q: 3 clusters Score -2844344 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2844368.500000 Penalty: 4978.748535
	Iteration 33Q: 3 clusters Score -2844368 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2844369.500000 Penalty: 4978.748535
	Iteration 34Q: 3 clusters Score -2844370 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2844375.750000 Penalty: 4978.748535
	Iteration 35Q: 3 clusters Score -2844376 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2844386.500000 Penalty: 4978.748535
	Iteration 36Q: 3 clusters Score -2844386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2844413.750000 Penalty: 4978.748535
	Iteration 37Q: 3 clusters Score -2844414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2844419.250000 Penalty: 4978.748535
	Iteration 38Q: 3 clusters Score -2844419 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2844427.000000 Penalty: 4978.748535
	Iteration 39Q: 3 clusters Score -2844427 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2844427.000000 Penalty: 4978.748535
	Iteration 40F: 3 clusters Score -2844427 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2844452.750000 Penalty: 4978.748535
	Iteration 41Q: 3 clusters Score -2844453 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2844471.750000 Penalty: 4978.748535
	Iteration 42Q: 3 clusters Score -2844472 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2844484.750000 Penalty: 4978.748535
	Iteration 43Q: 3 clusters Score -2844485 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2844492.750000 Penalty: 4978.748535
	Iteration 44Q: 3 clusters Score -2844493 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2844510.000000 Penalty: 4978.748535
	Iteration 45Q: 3 clusters Score -2844510 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2844524.000000 Penalty: 4978.748535
	Iteration 46Q: 3 clusters Score -2844524 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2844541.000000 Penalty: 4978.748535
	Iteration 47Q: 3 clusters Score -2844541 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2844562.500000 Penalty: 4978.748535
	Iteration 48Q: 3 clusters Score -2844562 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2844574.500000 Penalty: 4978.748535
	Iteration 49Q: 3 clusters Score -2844574 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2844593.250000 Penalty: 4978.748535
	Iteration 50Q: 3 clusters Score -2844593 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2844603.750000 Penalty: 4978.748535
	Iteration 51Q: 3 clusters Score -2844604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2844610.750000 Penalty: 4978.748535
	Iteration 52Q: 3 clusters Score -2844611 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2844623.500000 Penalty: 4978.748535
	Iteration 53Q: 3 clusters Score -2844624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2844648.500000 Penalty: 4978.748535
	Iteration 54Q: 3 clusters Score -2844648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2844655.500000 Penalty: 4978.748535
	Iteration 55Q: 3 clusters Score -2844656 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2844672.000000 Penalty: 4978.748535
	Iteration 56Q: 3 clusters Score -2844672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2844684.500000 Penalty: 4978.748535
	Iteration 57Q: 3 clusters Score -2844684 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2844700.500000 Penalty: 4978.748535
	Iteration 58Q: 3 clusters Score -2844700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2844705.500000 Penalty: 4978.748535
	Iteration 59Q: 3 clusters Score -2844706 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2844717.000000 Penalty: 4978.748535
	Iteration 60F: 3 clusters Score -2844717 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2844738.000000 Penalty: 4978.748535
	Iteration 61Q: 3 clusters Score -2844738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2844740.000000 Penalty: 4978.748535
	Iteration 62Q: 3 clusters Score -2844740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2844756.750000 Penalty: 4978.748535
	Iteration 63Q: 3 clusters Score -2844757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2844755.000000 Penalty: 4978.748535
	Iteration 64Q: 3 clusters Score -2844755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2844763.500000 Penalty: 4978.748535
	Iteration 65Q: 3 clusters Score -2844764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2844768.750000 Penalty: 4978.748535
	Iteration 66Q: 3 clusters Score -2844769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2844775.500000 Penalty: 4978.748535
	Iteration 67Q: 3 clusters Score -2844776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2844791.250000 Penalty: 4978.748535
	Iteration 68Q: 3 clusters Score -2844791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2844798.000000 Penalty: 4978.748535
	Iteration 69Q: 3 clusters Score -2844798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2844803.500000 Penalty: 4978.748535
	Iteration 70Q: 3 clusters Score -2844804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2844807.250000 Penalty: 4978.748535
	Iteration 71Q: 3 clusters Score -2844807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2844805.500000 Penalty: 4978.748535
	Iteration 72Q: 3 clusters Score -2844806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2844812.250000 Penalty: 4978.748535
	Iteration 73Q: 3 clusters Score -2844812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2844822.250000 Penalty: 4978.748535
	Iteration 74Q: 3 clusters Score -2844822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2844818.000000 Penalty: 4978.748535
	Iteration 75Q: 3 clusters Score -2844818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2844815.500000 Penalty: 4978.748535
	Iteration 76Q: 3 clusters Score -2844816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2844822.000000 Penalty: 4978.748535
	Iteration 77Q: 3 clusters Score -2844822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2844828.250000 Penalty: 4978.748535
	Iteration 78Q: 3 clusters Score -2844828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2844833.500000 Penalty: 4978.748535
	Iteration 79Q: 3 clusters Score -2844834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2844839.500000 Penalty: 4978.748535
	Iteration 80F: 3 clusters Score -2844840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2844843.750000 Penalty: 4978.748535
	Iteration 81Q: 3 clusters Score -2844844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2844847.750000 Penalty: 4978.748535
	Iteration 82Q: 3 clusters Score -2844848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2844853.750000 Penalty: 4978.748535
	Iteration 83Q: 3 clusters Score -2844854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2844855.250000 Penalty: 4978.748535
	Iteration 84Q: 3 clusters Score -2844855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2844855.000000 Penalty: 4978.748535
	Iteration 85Q: 3 clusters Score -2844855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2844862.250000 Penalty: 4978.748535
	Iteration 86Q: 3 clusters Score -2844862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2844862.750000 Penalty: 4978.748535
	Iteration 87Q: 3 clusters Score -2844863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2844866.750000 Penalty: 4978.748535
	Iteration 88Q: 3 clusters Score -2844867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2844872.750000 Penalty: 4978.748535
	Iteration 89Q: 3 clusters Score -2844873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2844874.750000 Penalty: 4978.748535
	Iteration 90Q: 3 clusters Score -2844875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2844875.750000 Penalty: 4978.748535
	Iteration 91Q: 3 clusters Score -2844876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2844886.750000 Penalty: 4978.748535
	Iteration 92Q: 3 clusters Score -2844887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2844890.500000 Penalty: 4978.748535
	Iteration 93Q: 3 clusters Score -2844890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2844904.250000 Penalty: 4978.748535
	Iteration 94Q: 3 clusters Score -2844904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2844911.750000 Penalty: 4978.748535
	Iteration 95Q: 3 clusters Score -2844912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2844918.750000 Penalty: 4978.748535
	Iteration 96Q: 3 clusters Score -2844919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2844917.750000 Penalty: 4978.748535
	Iteration 97Q: 3 clusters Score -2844918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2844921.500000 Penalty: 4978.748535
	Iteration 98Q: 3 clusters Score -2844922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2844926.500000 Penalty: 4978.748535
	Iteration 99Q: 3 clusters Score -2844926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2844939.000000 Penalty: 4978.748535
	Iteration 100F: 3 clusters Score -2844939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2844943.500000 Penalty: 4978.748535
	Iteration 101Q: 3 clusters Score -2844944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2844955.000000 Penalty: 4978.748535
	Iteration 102Q: 3 clusters Score -2844955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2844965.750000 Penalty: 4978.748535
	Iteration 103Q: 3 clusters Score -2844966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2844966.500000 Penalty: 4978.748535
	Iteration 104Q: 3 clusters Score -2844966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2844974.000000 Penalty: 4978.748535
	Iteration 105Q: 3 clusters Score -2844974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2844977.500000 Penalty: 4978.748535
	Iteration 106Q: 3 clusters Score -2844978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2844979.500000 Penalty: 4978.748535
	Iteration 107Q: 3 clusters Score -2844980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2844979.500000 Penalty: 4978.748535
	Iteration 108Q: 3 clusters Score -2844980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2844974.750000 Penalty: 4978.748535
	Iteration 109Q: 3 clusters Score -2844975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2844980.750000 Penalty: 4978.748535
	Iteration 110Q: 3 clusters Score -2844981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2844984.000000 Penalty: 4978.748535
	Iteration 111Q: 3 clusters Score -2844984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2844986.500000 Penalty: 4978.748535
	Iteration 112Q: 3 clusters Score -2844986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2844989.500000 Penalty: 4978.748535
	Iteration 113Q: 3 clusters Score -2844990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2844989.750000 Penalty: 4978.748535
	Iteration 114Q: 3 clusters Score -2844990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2844992.750000 Penalty: 4978.748535
	Iteration 115Q: 3 clusters Score -2844993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2844993.500000 Penalty: 4978.748535
	Iteration 116Q: 3 clusters Score -2844994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2844992.000000 Penalty: 4978.748535
	Iteration 117Q: 3 clusters Score -2844992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2844996.750000 Penalty: 4978.748535
	Iteration 118Q: 3 clusters Score -2844997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2844999.250000 Penalty: 4978.748535
	Iteration 119Q: 3 clusters Score -2844999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2845004.750000 Penalty: 4978.748535
	Iteration 120F: 3 clusters Score -2845005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2845006.250000 Penalty: 4978.748535
	Iteration 121Q: 3 clusters Score -2845006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2845004.500000 Penalty: 4978.748535
	Iteration 122Q: 3 clusters Score -2845004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2845005.500000 Penalty: 4978.748535
	Iteration 123Q: 3 clusters Score -2845006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2845005.500000 Penalty: 4978.748535
	Iteration 124Q: 3 clusters Score -2845006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2845003.500000 Penalty: 4978.748535
	Iteration 125Q: 3 clusters Score -2845004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2845010.250000 Penalty: 4978.748535
	Iteration 126Q: 3 clusters Score -2845010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2845011.250000 Penalty: 4978.748535
	Iteration 127Q: 3 clusters Score -2845011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2845010.750000 Penalty: 4978.748535
	Iteration 128Q: 3 clusters Score -2845011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2845004.750000 Penalty: 4978.748535
	Iteration 129Q: 3 clusters Score -2845005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2845006.000000 Penalty: 4978.748535
	Iteration 130Q: 3 clusters Score -2845006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2845006.750000 Penalty: 4978.748535
	Iteration 131Q: 3 clusters Score -2845007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2845010.000000 Penalty: 4978.748535
	Iteration 132Q: 3 clusters Score -2845010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2845011.750000 Penalty: 4978.748535
	Iteration 133Q: 3 clusters Score -2845012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2845010.250000 Penalty: 4978.748535
	Iteration 134Q: 3 clusters Score -2845010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2845015.500000 Penalty: 4978.748535
	Iteration 135Q: 3 clusters Score -2845016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2845015.500000 Penalty: 4978.748535
	Iteration 136F: 3 clusters Score -2845016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Entering Unmasked Estep 
Score: -1020549.562500 Penalty: 2258.337891
	Iteration 0F: 2 clusters Score -1020550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1013394.750000 Penalty: 4516.675781
	Iteration 0F: 3 clusters Score -1013395 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1015457.750000 Penalty: 4516.675781
	Iteration 1F: 3 clusters Score -1015458 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1015759.562500 Penalty: 4516.675781
	Iteration 2F: 3 clusters Score -1015760 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1015985.875000 Penalty: 4516.675781
	Iteration 3F: 3 clusters Score -1015986 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1016166.250000 Penalty: 4516.675781
	Iteration 4Q: 3 clusters Score -1016166 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1016298.875000 Penalty: 4516.675781
	Iteration 5Q: 3 clusters Score -1016299 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1016405.750000 Penalty: 4516.675781
	Iteration 6Q: 3 clusters Score -1016406 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1016485.312500 Penalty: 4516.675781
	Iteration 7Q: 3 clusters Score -1016485 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1016551.062500 Penalty: 4516.675781
	Iteration 8Q: 3 clusters Score -1016551 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1016612.062500 Penalty: 4516.675781
	Iteration 9Q: 3 clusters Score -1016612 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1016670.250000 Penalty: 4516.675781
	Iteration 10Q: 3 clusters Score -1016670 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1016722.750000 Penalty: 4516.675781
	Iteration 11Q: 3 clusters Score -1016723 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1016780.937500 Penalty: 4516.675781
	Iteration 12Q: 3 clusters Score -1016781 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1016832.937500 Penalty: 4516.675781
	Iteration 13Q: 3 clusters Score -1016833 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1016872.375000 Penalty: 4516.675781
	Iteration 14Q: 3 clusters Score -1016872 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1016896.250000 Penalty: 4516.675781
	Iteration 15Q: 3 clusters Score -1016896 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1016930.750000 Penalty: 4516.675781
	Iteration 16Q: 3 clusters Score -1016931 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1016961.750000 Penalty: 4516.675781
	Iteration 17Q: 3 clusters Score -1016962 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1017005.750000 Penalty: 4516.675781
	Iteration 18Q: 3 clusters Score -1017006 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1017055.500000 Penalty: 4516.675781
	Iteration 19Q: 3 clusters Score -1017056 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1017099.437500 Penalty: 4516.675781
	Iteration 20F: 3 clusters Score -1017099 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1017152.312500 Penalty: 4516.675781
	Iteration 21Q: 3 clusters Score -1017152 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1017205.812500 Penalty: 4516.675781
	Iteration 22Q: 3 clusters Score -1017206 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1017275.875000 Penalty: 4516.675781
	Iteration 23Q: 3 clusters Score -1017276 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1017346.812500 Penalty: 4516.675781
	Iteration 24Q: 3 clusters Score -1017347 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1017429.000000 Penalty: 4516.675781
	Iteration 25Q: 3 clusters Score -1017429 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1017518.875000 Penalty: 4516.675781
	Iteration 26Q: 3 clusters Score -1017519 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1017619.562500 Penalty: 4516.675781
	Iteration 27Q: 3 clusters Score -1017620 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1017723.312500 Penalty: 4516.675781
	Iteration 28Q: 3 clusters Score -1017723 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1017860.125000 Penalty: 4516.675781
	Iteration 29Q: 3 clusters Score -1017860 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1017978.062500 Penalty: 4516.675781
	Iteration 30Q: 3 clusters Score -1017978 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1018070.312500 Penalty: 4516.675781
	Iteration 31Q: 3 clusters Score -1018070 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1018128.875000 Penalty: 4516.675781
	Iteration 32Q: 3 clusters Score -1018129 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1018184.062500 Penalty: 4516.675781
	Iteration 33Q: 3 clusters Score -1018184 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1018218.875000 Penalty: 4516.675781
	Iteration 34Q: 3 clusters Score -1018219 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1018241.312500 Penalty: 4516.675781
	Iteration 35Q: 3 clusters Score -1018241 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1018259.000000 Penalty: 4516.675781
	Iteration 36Q: 3 clusters Score -1018259 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1018272.312500 Penalty: 4516.675781
	Iteration 37Q: 3 clusters Score -1018272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1018285.000000 Penalty: 4516.675781
	Iteration 38Q: 3 clusters Score -1018285 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1018291.062500 Penalty: 4516.675781
	Iteration 39Q: 3 clusters Score -1018291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1018298.125000 Penalty: 4516.675781
	Iteration 40F: 3 clusters Score -1018298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1018302.187500 Penalty: 4516.675781
	Iteration 41Q: 3 clusters Score -1018302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1018308.812500 Penalty: 4516.675781
	Iteration 42Q: 3 clusters Score -1018309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1018313.812500 Penalty: 4516.675781
	Iteration 43Q: 3 clusters Score -1018314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1018315.000000 Penalty: 4516.675781
	Iteration 44Q: 3 clusters Score -1018315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1018318.562500 Penalty: 4516.675781
	Iteration 45Q: 3 clusters Score -1018319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1018318.812500 Penalty: 4516.675781
	Iteration 46Q: 3 clusters Score -1018319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1018322.875000 Penalty: 4516.675781
	Iteration 47Q: 3 clusters Score -1018323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1018324.250000 Penalty: 4516.675781
	Iteration 48Q: 3 clusters Score -1018324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1018324.750000 Penalty: 4516.675781
	Iteration 49Q: 3 clusters Score -1018325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1018324.687500 Penalty: 4516.675781
	Iteration 50Q: 3 clusters Score -1018325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1018330.312500 Penalty: 4516.675781
	Iteration 51Q: 3 clusters Score -1018330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1018331.625000 Penalty: 4516.675781
	Iteration 52Q: 3 clusters Score -1018332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1018329.437500 Penalty: 4516.675781
	Iteration 53Q: 3 clusters Score -1018329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1018330.937500 Penalty: 4516.675781
	Iteration 54Q: 3 clusters Score -1018331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1018334.375000 Penalty: 4516.675781
	Iteration 55Q: 3 clusters Score -1018334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1018336.000000 Penalty: 4516.675781
	Iteration 56Q: 3 clusters Score -1018336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1018336.875000 Penalty: 4516.675781
	Iteration 57Q: 3 clusters Score -1018337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1018337.625000 Penalty: 4516.675781
	Iteration 58Q: 3 clusters Score -1018338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1018341.687500 Penalty: 4516.675781
	Iteration 59Q: 3 clusters Score -1018342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1018344.250000 Penalty: 4516.675781
	Iteration 60F: 3 clusters Score -1018344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1018343.062500 Penalty: 4516.675781
	Iteration 61Q: 3 clusters Score -1018343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1018342.125000 Penalty: 4516.675781
	Iteration 62Q: 3 clusters Score -1018342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1018347.125000 Penalty: 4516.675781
	Iteration 63Q: 3 clusters Score -1018347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1018347.375000 Penalty: 4516.675781
	Iteration 64Q: 3 clusters Score -1018347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1018347.687500 Penalty: 4516.675781
	Iteration 65Q: 3 clusters Score -1018348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1018348.125000 Penalty: 4516.675781
	Iteration 66Q: 3 clusters Score -1018348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1018353.187500 Penalty: 4516.675781
	Iteration 67Q: 3 clusters Score -1018353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1018355.500000 Penalty: 4516.675781
	Iteration 68Q: 3 clusters Score -1018356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1018355.062500 Penalty: 4516.675781
	Iteration 69Q: 3 clusters Score -1018355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1018357.437500 Penalty: 4516.675781
	Iteration 70Q: 3 clusters Score -1018357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1018357.562500 Penalty: 4516.675781
	Iteration 71Q: 3 clusters Score -1018358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1018356.687500 Penalty: 4516.675781
	Iteration 72Q: 3 clusters Score -1018357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1018354.437500 Penalty: 4516.675781
	Iteration 73Q: 3 clusters Score -1018354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1018354.437500 Penalty: 4516.675781
	Iteration 74F: 3 clusters Score -1018354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Entering Unmasked Estep 
Score: -770473.687500 Penalty: 2185.216064
	Iteration 0F: 2 clusters Score -770473.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -764838.437500 Penalty: 4370.432129
	Iteration 0F: 3 clusters Score -764838.4 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -766444.250000 Penalty: 4370.432129
	Iteration 1F: 3 clusters Score -766444.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -766914.437500 Penalty: 4370.432129
	Iteration 2F: 3 clusters Score -766914.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -767395.000000 Penalty: 4370.432129
	Iteration 3F: 3 clusters Score -767395 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -767828.000000 Penalty: 4370.432129
	Iteration 4F: 3 clusters Score -767828 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -768210.750000 Penalty: 4370.432129
	Iteration 5F: 3 clusters Score -768210.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -768495.750000 Penalty: 4370.432129
	Iteration 6F: 3 clusters Score -768495.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -768757.125000 Penalty: 4370.432129
	Iteration 7Q: 3 clusters Score -768757.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -768988.875000 Penalty: 4370.432129
	Iteration 8Q: 3 clusters Score -768988.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -769160.187500 Penalty: 4370.432129
	Iteration 9Q: 3 clusters Score -769160.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -769295.687500 Penalty: 4370.432129
	Iteration 10Q: 3 clusters Score -769295.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -769409.437500 Penalty: 4370.432129
	Iteration 11Q: 3 clusters Score -769409.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -769484.687500 Penalty: 4370.432129
	Iteration 12Q: 3 clusters Score -769484.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -769547.875000 Penalty: 4370.432129
	Iteration 13Q: 3 clusters Score -769547.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -769606.750000 Penalty: 4370.432129
	Iteration 14Q: 3 clusters Score -769606.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -769641.812500 Penalty: 4370.432129
	Iteration 15Q: 3 clusters Score -769641.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -769656.375000 Penalty: 4370.432129
	Iteration 16Q: 3 clusters Score -769656.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -769659.812500 Penalty: 4370.432129
	Iteration 17Q: 3 clusters Score -769659.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -769666.062500 Penalty: 4370.432129
	Iteration 18Q: 3 clusters Score -769666.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -769675.500000 Penalty: 4370.432129
	Iteration 19Q: 3 clusters Score -769675.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -769679.562500 Penalty: 4370.432129
	Iteration 20F: 3 clusters Score -769679.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -769684.500000 Penalty: 4370.432129
	Iteration 21Q: 3 clusters Score -769684.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -769685.125000 Penalty: 4370.432129
	Iteration 22Q: 3 clusters Score -769685.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -769685.687500 Penalty: 4370.432129
	Iteration 23Q: 3 clusters Score -769685.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -769687.125000 Penalty: 4370.432129
	Iteration 24Q: 3 clusters Score -769687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -769687.437500 Penalty: 4370.432129
	Iteration 25Q: 3 clusters Score -769687.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -769687.437500 Penalty: 4370.432129
	Iteration 26F: 3 clusters Score -769687.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Entering Unmasked Estep 
Score: -549979.687500 Penalty: 2096.020264
	Iteration 0F: 2 clusters Score -549979.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -545648.750000 Penalty: 4192.040527
	Iteration 0F: 3 clusters Score -545648.8 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -546699.062500 Penalty: 4192.040527
	Iteration 1F: 3 clusters Score -546699.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -546953.812500 Penalty: 4192.040527
	Iteration 2F: 3 clusters Score -546953.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -547156.562500 Penalty: 4192.040527
	Iteration 3F: 3 clusters Score -547156.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -547362.000000 Penalty: 4192.040527
	Iteration 4F: 3 clusters Score -547362 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -547552.625000 Penalty: 4192.040527
	Iteration 5Q: 3 clusters Score -547552.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -547707.062500 Penalty: 4192.040527
	Iteration 6Q: 3 clusters Score -547707.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -547848.750000 Penalty: 4192.040527
	Iteration 7Q: 3 clusters Score -547848.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -547981.875000 Penalty: 4192.040527
	Iteration 8Q: 3 clusters Score -547981.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -548138.875000 Penalty: 4192.040527
	Iteration 9Q: 3 clusters Score -548138.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -548268.125000 Penalty: 4192.040527
	Iteration 10Q: 3 clusters Score -548268.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -548388.500000 Penalty: 4192.040527
	Iteration 11Q: 3 clusters Score -548388.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -548494.187500 Penalty: 4192.040527
	Iteration 12Q: 3 clusters Score -548494.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -548571.375000 Penalty: 4192.040527
	Iteration 13Q: 3 clusters Score -548571.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -548644.312500 Penalty: 4192.040527
	Iteration 14Q: 3 clusters Score -548644.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -548698.250000 Penalty: 4192.040527
	Iteration 15Q: 3 clusters Score -548698.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -548738.937500 Penalty: 4192.040527
	Iteration 16Q: 3 clusters Score -548738.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -548762.312500 Penalty: 4192.040527
	Iteration 17Q: 3 clusters Score -548762.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -548776.312500 Penalty: 4192.040527
	Iteration 18Q: 3 clusters Score -548776.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -548787.687500 Penalty: 4192.040527
	Iteration 19Q: 3 clusters Score -548787.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -548800.562500 Penalty: 4192.040527
	Iteration 20F: 3 clusters Score -548800.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -548808.937500 Penalty: 4192.040527
	Iteration 21Q: 3 clusters Score -548808.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -548813.750000 Penalty: 4192.040527
	Iteration 22Q: 3 clusters Score -548813.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -548819.375000 Penalty: 4192.040527
	Iteration 23Q: 3 clusters Score -548819.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -548825.062500 Penalty: 4192.040527
	Iteration 24Q: 3 clusters Score -548825.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -548830.437500 Penalty: 4192.040527
	Iteration 25Q: 3 clusters Score -548830.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -548834.812500 Penalty: 4192.040527
	Iteration 26Q: 3 clusters Score -548834.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -548839.125000 Penalty: 4192.040527
	Iteration 27Q: 3 clusters Score -548839.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -548843.687500 Penalty: 4192.040527
	Iteration 28Q: 3 clusters Score -548843.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -548846.500000 Penalty: 4192.040527
	Iteration 29Q: 3 clusters Score -548846.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -548848.062500 Penalty: 4192.040527
	Iteration 30Q: 3 clusters Score -548848.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -548849.000000 Penalty: 4192.040527
	Iteration 31Q: 3 clusters Score -548849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -548848.812500 Penalty: 4192.040527
	Iteration 32Q: 3 clusters Score -548848.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -548848.812500 Penalty: 4192.040527
	Iteration 33F: 3 clusters Score -548848.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -31060.832031 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -31060.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29808.279297 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -29808.28 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30104.777344 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -30104.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30311.257812 Penalty: 2909.768066
	Iteration 2F: 3 clusters Score -30311.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30532.746094 Penalty: 2909.768066
	Iteration 3F: 3 clusters Score -30532.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30666.078125 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -30666.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30763.283203 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -30763.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30800.869141 Penalty: 2909.768066
	Iteration 6Q: 3 clusters Score -30800.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30898.687500 Penalty: 2909.768066
	Iteration 7Q: 3 clusters Score -30898.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30923.794922 Penalty: 2909.768066
	Iteration 8Q: 3 clusters Score -30923.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30925.517578 Penalty: 2909.768066
	Iteration 9F: 3 clusters Score -30925.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30933.259766 Penalty: 2909.768066
	Iteration 10Q: 3 clusters Score -30933.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30940.242188 Penalty: 2909.768066
	Iteration 11Q: 3 clusters Score -30940.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30945.101562 Penalty: 2909.768066
	Iteration 12Q: 3 clusters Score -30945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30946.675781 Penalty: 2909.768066
	Iteration 13Q: 3 clusters Score -30946.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30948.132812 Penalty: 2909.768066
	Iteration 14Q: 3 clusters Score -30948.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30948.132812 Penalty: 2909.768066
	Iteration 15F: 3 clusters Score -30948.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (56844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56844 members 
Entering Unmasked Estep 
Score: -6973975.000000 Penalty: 2715.120361
	Iteration 0F: 2 clusters Score -6973975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -6935894.000000 Penalty: 5430.240723
	Iteration 0F: 3 clusters Score -6935894 nChanged 26233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -6950494.500000 Penalty: 5430.240723
	Iteration 1F: 3 clusters Score -6950494 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -6951113.000000 Penalty: 5430.240723
	Iteration 2Q: 3 clusters Score -6951113 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -6951835.000000 Penalty: 5430.240723
	Iteration 3Q: 3 clusters Score -6951835 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -6952816.500000 Penalty: 5430.240723
	Iteration 4Q: 3 clusters Score -6952816 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -6954198.000000 Penalty: 5430.240723
	Iteration 5Q: 3 clusters Score -6954198 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -6956047.000000 Penalty: 5430.240723
	Iteration 6F: 3 clusters Score -6956047 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -6958679.000000 Penalty: 5430.240723
	Iteration 7F: 3 clusters Score -6958679 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -6962017.500000 Penalty: 5430.240723
	Iteration 8F: 3 clusters Score -6962018 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -6965564.500000 Penalty: 5430.240723
	Iteration 9F: 3 clusters Score -6965564 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -6967742.000000 Penalty: 5430.240723
	Iteration 10Q: 3 clusters Score -6967742 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -6968574.000000 Penalty: 5430.240723
	Iteration 11Q: 3 clusters Score -6968574 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -6968932.000000 Penalty: 5430.240723
	Iteration 12Q: 3 clusters Score -6968932 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -6969154.000000 Penalty: 5430.240723
	Iteration 13Q: 3 clusters Score -6969154 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -6969374.500000 Penalty: 5430.240723
	Iteration 14Q: 3 clusters Score -6969374 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -6969547.000000 Penalty: 5430.240723
	Iteration 15Q: 3 clusters Score -6969547 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -6969715.000000 Penalty: 5430.240723
	Iteration 16Q: 3 clusters Score -6969715 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -6969863.000000 Penalty: 5430.240723
	Iteration 17Q: 3 clusters Score -6969863 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -6969997.000000 Penalty: 5430.240723
	Iteration 18Q: 3 clusters Score -6969997 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -6970117.000000 Penalty: 5430.240723
	Iteration 19Q: 3 clusters Score -6970117 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -6970228.500000 Penalty: 5430.240723
	Iteration 20F: 3 clusters Score -6970228 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -6970328.500000 Penalty: 5430.240723
	Iteration 21Q: 3 clusters Score -6970328 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -6970365.000000 Penalty: 5430.240723
	Iteration 22Q: 3 clusters Score -6970365 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -6970423.000000 Penalty: 5430.240723
	Iteration 23Q: 3 clusters Score -6970423 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -6970487.000000 Penalty: 5430.240723
	Iteration 24Q: 3 clusters Score -6970487 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -6970495.500000 Penalty: 5430.240723
	Iteration 25Q: 3 clusters Score -6970496 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -6970549.000000 Penalty: 5430.240723
	Iteration 26Q: 3 clusters Score -6970549 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -6970585.500000 Penalty: 5430.240723
	Iteration 27Q: 3 clusters Score -6970586 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -6970633.500000 Penalty: 5430.240723
	Iteration 28Q: 3 clusters Score -6970634 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -6970693.000000 Penalty: 5430.240723
	Iteration 29Q: 3 clusters Score -6970693 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -6970742.500000 Penalty: 5430.240723
	Iteration 30Q: 3 clusters Score -6970742 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -6970761.500000 Penalty: 5430.240723
	Iteration 31Q: 3 clusters Score -6970762 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 49825 members 
Entering Unmasked Estep 
Score: -6970805.000000 Penalty: 5430.240723
	Iteration 32Q: 3 clusters Score -6970805 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -6970839.000000 Penalty: 5430.240723
	Iteration 33Q: 3 clusters Score -6970839 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -6970886.000000 Penalty: 5430.240723
	Iteration 34Q: 3 clusters Score -6970886 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -6970916.500000 Penalty: 5430.240723
	Iteration 35Q: 3 clusters Score -6970916 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -6970945.000000 Penalty: 5430.240723
	Iteration 36Q: 3 clusters Score -6970945 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -6970957.000000 Penalty: 5430.240723
	Iteration 37Q: 3 clusters Score -6970957 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 50832 members 
Entering Unmasked Estep 
Score: -6970968.500000 Penalty: 5430.240723
	Iteration 38Q: 3 clusters Score -6970968 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -6970998.500000 Penalty: 5430.240723
	Iteration 39Q: 3 clusters Score -6970998 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -6971024.500000 Penalty: 5430.240723
	Iteration 40F: 3 clusters Score -6971024 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -6971038.000000 Penalty: 5430.240723
	Iteration 41Q: 3 clusters Score -6971038 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -6971047.500000 Penalty: 5430.240723
	Iteration 42Q: 3 clusters Score -6971048 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -6971093.000000 Penalty: 5430.240723
	Iteration 43Q: 3 clusters Score -6971093 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 51581 members 
Entering Unmasked Estep 
Score: -6971108.500000 Penalty: 5430.240723
	Iteration 44Q: 3 clusters Score -6971108 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -6971134.500000 Penalty: 5430.240723
	Iteration 45Q: 3 clusters Score -6971134 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -6971138.000000 Penalty: 5430.240723
	Iteration 46Q: 3 clusters Score -6971138 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -6971167.000000 Penalty: 5430.240723
	Iteration 47Q: 3 clusters Score -6971167 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -6971205.000000 Penalty: 5430.240723
	Iteration 48Q: 3 clusters Score -6971205 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -6971233.000000 Penalty: 5430.240723
	Iteration 49Q: 3 clusters Score -6971233 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -6971264.500000 Penalty: 5430.240723
	Iteration 50Q: 3 clusters Score -6971264 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 52425 members 
Entering Unmasked Estep 
Score: -6971299.500000 Penalty: 5430.240723
	Iteration 51Q: 3 clusters Score -6971300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -6971305.000000 Penalty: 5430.240723
	Iteration 52Q: 3 clusters Score -6971305 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
Score: -6971316.000000 Penalty: 5430.240723
	Iteration 53Q: 3 clusters Score -6971316 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -6971325.000000 Penalty: 5430.240723
	Iteration 54Q: 3 clusters Score -6971325 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
Score: -6971333.500000 Penalty: 5430.240723
	Iteration 55Q: 3 clusters Score -6971334 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 52760 members 
Entering Unmasked Estep 
Score: -6971353.000000 Penalty: 5430.240723
	Iteration 56Q: 3 clusters Score -6971353 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -6971352.500000 Penalty: 5430.240723
	Iteration 57Q: 3 clusters Score -6971352 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -6971354.000000 Penalty: 5430.240723
	Iteration 58Q: 3 clusters Score -6971354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -6971364.000000 Penalty: 5430.240723
	Iteration 59Q: 3 clusters Score -6971364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -6971371.000000 Penalty: 5430.240723
	Iteration 60F: 3 clusters Score -6971371 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -6971366.000000 Penalty: 5430.240723
	Iteration 61Q: 3 clusters Score -6971366 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -6971373.500000 Penalty: 5430.240723
	Iteration 62Q: 3 clusters Score -6971374 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 53220 members 
Entering Unmasked Estep 
Score: -6971398.500000 Penalty: 5430.240723
	Iteration 63Q: 3 clusters Score -6971398 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -6971401.000000 Penalty: 5430.240723
	Iteration 64Q: 3 clusters Score -6971401 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -6971430.000000 Penalty: 5430.240723
	Iteration 65Q: 3 clusters Score -6971430 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -6971427.500000 Penalty: 5430.240723
	Iteration 66Q: 3 clusters Score -6971428 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -6971442.000000 Penalty: 5430.240723
	Iteration 67Q: 3 clusters Score -6971442 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -6971455.000000 Penalty: 5430.240723
	Iteration 68Q: 3 clusters Score -6971455 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -6971468.000000 Penalty: 5430.240723
	Iteration 69Q: 3 clusters Score -6971468 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -6971466.500000 Penalty: 5430.240723
	Iteration 70Q: 3 clusters Score -6971466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -6971483.500000 Penalty: 5430.240723
	Iteration 71Q: 3 clusters Score -6971484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 53718 members 
Entering Unmasked Estep 
Score: -6971484.000000 Penalty: 5430.240723
	Iteration 72Q: 3 clusters Score -6971484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -6971488.000000 Penalty: 5430.240723
	Iteration 73Q: 3 clusters Score -6971488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -6971489.500000 Penalty: 5430.240723
	Iteration 74Q: 3 clusters Score -6971490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -6971510.000000 Penalty: 5430.240723
	Iteration 75Q: 3 clusters Score -6971510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -6971516.500000 Penalty: 5430.240723
	Iteration 76Q: 3 clusters Score -6971516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -6971519.000000 Penalty: 5430.240723
	Iteration 77Q: 3 clusters Score -6971519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -6971521.000000 Penalty: 5430.240723
	Iteration 78Q: 3 clusters Score -6971521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6971521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -6971526.500000 Penalty: 5430.240723
	Iteration 80F: 3 clusters Score -6971526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -6971532.500000 Penalty: 5430.240723
	Iteration 81Q: 3 clusters Score -6971532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -6971525.000000 Penalty: 5430.240723
	Iteration 82Q: 3 clusters Score -6971525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -6971535.000000 Penalty: 5430.240723
	Iteration 83Q: 3 clusters Score -6971535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 53963 members 
Entering Unmasked Estep 
Score: -6971528.000000 Penalty: 5430.240723
	Iteration 84Q: 3 clusters Score -6971528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -6971534.500000 Penalty: 5430.240723
	Iteration 85Q: 3 clusters Score -6971534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 53982 members 
Entering Unmasked Estep 
Score: -6971528.000000 Penalty: 5430.240723
	Iteration 86Q: 3 clusters Score -6971528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -6971531.000000 Penalty: 5430.240723
	Iteration 87Q: 3 clusters Score -6971531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -6971532.500000 Penalty: 5430.240723
	Iteration 88Q: 3 clusters Score -6971532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
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Entering Unmasked Estep 
Score: -6971530.000000 Penalty: 5430.240723
	Iteration 89Q: 3 clusters Score -6971530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -6971533.000000 Penalty: 5430.240723
	Iteration 90Q: 3 clusters Score -6971533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 54027 members 
Entering Unmasked Estep 
Score: -6971542.500000 Penalty: 5430.240723
	Iteration 91Q: 3 clusters Score -6971542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -6971545.500000 Penalty: 5430.240723
	Iteration 92Q: 3 clusters Score -6971546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -6971549.500000 Penalty: 5430.240723
	Iteration 93Q: 3 clusters Score -6971550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -6971552.000000 Penalty: 5430.240723
	Iteration 94Q: 3 clusters Score -6971552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -6971570.500000 Penalty: 5430.240723
	Iteration 95Q: 3 clusters Score -6971570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
Score: -6971586.500000 Penalty: 5430.240723
	Iteration 96Q: 3 clusters Score -6971586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -6971578.500000 Penalty: 5430.240723
	Iteration 97Q: 3 clusters Score -6971578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -6971601.000000 Penalty: 5430.240723
	Iteration 98Q: 3 clusters Score -6971601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 54239 members 
Entering Unmasked Estep 
Score: -6971596.000000 Penalty: 5430.240723
	Iteration 99Q: 3 clusters Score -6971596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -6971593.000000 Penalty: 5430.240723
	Iteration 100F: 3 clusters Score -6971593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -6971590.000000 Penalty: 5430.240723
	Iteration 101Q: 3 clusters Score -6971590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -6971595.500000 Penalty: 5430.240723
	Iteration 102Q: 3 clusters Score -6971596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 54279 members 
Entering Unmasked Estep 
Score: -6971600.000000 Penalty: 5430.240723
	Iteration 103Q: 3 clusters Score -6971600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 54289 members 
Entering Unmasked Estep 
Score: -6971608.500000 Penalty: 5430.240723
	Iteration 104Q: 3 clusters Score -6971608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -6971601.000000 Penalty: 5430.240723
	Iteration 105Q: 3 clusters Score -6971601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -6971591.000000 Penalty: 5430.240723
	Iteration 106Q: 3 clusters Score -6971591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -6971594.500000 Penalty: 5430.240723
	Iteration 107Q: 3 clusters Score -6971594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -6971602.500000 Penalty: 5430.240723
	Iteration 108Q: 3 clusters Score -6971602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -6971610.500000 Penalty: 5430.240723
	Iteration 109Q: 3 clusters Score -6971610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 54323 members 
Entering Unmasked Estep 
Score: -6971608.500000 Penalty: 5430.240723
	Iteration 110Q: 3 clusters Score -6971608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -6971608.000000 Penalty: 5430.240723
	Iteration 111Q: 3 clusters Score -6971608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -6971608.000000 Penalty: 5430.240723
	Iteration 112Q: 3 clusters Score -6971608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -6971608.000000 Penalty: 5430.240723
	Iteration 113Q: 3 clusters Score -6971608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -6971605.000000 Penalty: 5430.240723
	Iteration 114Q: 3 clusters Score -6971605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -6971609.500000 Penalty: 5430.240723
	Iteration 115Q: 3 clusters Score -6971610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
Score: -6971609.000000 Penalty: 5430.240723
	Iteration 116Q: 3 clusters Score -6971609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -6971605.500000 Penalty: 5430.240723
	Iteration 117Q: 3 clusters Score -6971606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -6971607.000000 Penalty: 5430.240723
	Iteration 118Q: 3 clusters Score -6971607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -6971604.500000 Penalty: 5430.240723
	Iteration 119Q: 3 clusters Score -6971604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -6971604.500000 Penalty: 5430.240723
	Iteration 120F: 3 clusters Score -6971604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -245323.375000 Penalty: 1894.511963
	Iteration 0F: 2 clusters Score -245323.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -242632.890625 Penalty: 3789.023926
	Iteration 0F: 3 clusters Score -242632.9 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -243088.250000 Penalty: 3789.023926
	Iteration 1F: 3 clusters Score -243088.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -243194.500000 Penalty: 3789.023926
	Iteration 2F: 3 clusters Score -243194.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -243249.312500 Penalty: 3789.023926
	Iteration 3Q: 3 clusters Score -243249.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -243288.984375 Penalty: 3789.023926
	Iteration 4Q: 3 clusters Score -243289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -243322.718750 Penalty: 3789.023926
	Iteration 5Q: 3 clusters Score -243322.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -243351.656250 Penalty: 3789.023926
	Iteration 6Q: 3 clusters Score -243351.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -243377.031250 Penalty: 3789.023926
	Iteration 7Q: 3 clusters Score -243377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -243403.484375 Penalty: 3789.023926
	Iteration 8Q: 3 clusters Score -243403.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -243423.828125 Penalty: 3789.023926
	Iteration 9Q: 3 clusters Score -243423.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -243446.968750 Penalty: 3789.023926
	Iteration 10Q: 3 clusters Score -243447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -243462.031250 Penalty: 3789.023926
	Iteration 11Q: 3 clusters Score -243462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -243471.390625 Penalty: 3789.023926
	Iteration 12Q: 3 clusters Score -243471.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -243478.593750 Penalty: 3789.023926
	Iteration 13Q: 3 clusters Score -243478.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -243492.125000 Penalty: 3789.023926
	Iteration 14Q: 3 clusters Score -243492.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -243504.125000 Penalty: 3789.023926
	Iteration 15Q: 3 clusters Score -243504.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -243511.546875 Penalty: 3789.023926
	Iteration 16Q: 3 clusters Score -243511.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -243517.296875 Penalty: 3789.023926
	Iteration 17Q: 3 clusters Score -243517.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -243522.437500 Penalty: 3789.023926
	Iteration 18Q: 3 clusters Score -243522.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -243526.953125 Penalty: 3789.023926
	Iteration 19Q: 3 clusters Score -243527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -243531.875000 Penalty: 3789.023926
	Iteration 20F: 3 clusters Score -243531.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -243536.921875 Penalty: 3789.023926
	Iteration 21Q: 3 clusters Score -243536.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -243543.640625 Penalty: 3789.023926
	Iteration 22Q: 3 clusters Score -243543.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -243548.125000 Penalty: 3789.023926
	Iteration 23Q: 3 clusters Score -243548.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -243549.765625 Penalty: 3789.023926
	Iteration 24Q: 3 clusters Score -243549.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -243552.593750 Penalty: 3789.023926
	Iteration 25Q: 3 clusters Score -243552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -243554.375000 Penalty: 3789.023926
	Iteration 26Q: 3 clusters Score -243554.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -243555.578125 Penalty: 3789.023926
	Iteration 27Q: 3 clusters Score -243555.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -243556.031250 Penalty: 3789.023926
	Iteration 28Q: 3 clusters Score -243556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -243556.031250 Penalty: 3789.023926
	Iteration 29F: 3 clusters Score -243556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Entering Unmasked Estep 
Score: -362195.031250 Penalty: 1993.390869
	Iteration 0F: 2 clusters Score -362195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -358885.906250 Penalty: 3986.781738
	Iteration 0F: 3 clusters Score -358885.9 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -359539.687500 Penalty: 3986.781738
	Iteration 1F: 3 clusters Score -359539.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -359681.593750 Penalty: 3986.781738
	Iteration 2F: 3 clusters Score -359681.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -359774.625000 Penalty: 3986.781738
	Iteration 3Q: 3 clusters Score -359774.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -359849.468750 Penalty: 3986.781738
	Iteration 4Q: 3 clusters Score -359849.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -359918.968750 Penalty: 3986.781738
	Iteration 5Q: 3 clusters Score -359919 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -359983.375000 Penalty: 3986.781738
	Iteration 6Q: 3 clusters Score -359983.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -360028.625000 Penalty: 3986.781738
	Iteration 7Q: 3 clusters Score -360028.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -360059.406250 Penalty: 3986.781738
	Iteration 8Q: 3 clusters Score -360059.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -360083.187500 Penalty: 3986.781738
	Iteration 9Q: 3 clusters Score -360083.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -360107.156250 Penalty: 3986.781738
	Iteration 10Q: 3 clusters Score -360107.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -360140.968750 Penalty: 3986.781738
	Iteration 11Q: 3 clusters Score -360141 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -360167.312500 Penalty: 3986.781738
	Iteration 12Q: 3 clusters Score -360167.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -360198.531250 Penalty: 3986.781738
	Iteration 13Q: 3 clusters Score -360198.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -360236.750000 Penalty: 3986.781738
	Iteration 14Q: 3 clusters Score -360236.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -360275.156250 Penalty: 3986.781738
	Iteration 15Q: 3 clusters Score -360275.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -360312.218750 Penalty: 3986.781738
	Iteration 16Q: 3 clusters Score -360312.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -360339.531250 Penalty: 3986.781738
	Iteration 17Q: 3 clusters Score -360339.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -360366.468750 Penalty: 3986.781738
	Iteration 18Q: 3 clusters Score -360366.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -360390.250000 Penalty: 3986.781738
	Iteration 19Q: 3 clusters Score -360390.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -360405.312500 Penalty: 3986.781738
	Iteration 20F: 3 clusters Score -360405.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -360421.875000 Penalty: 3986.781738
	Iteration 21Q: 3 clusters Score -360421.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -360438.281250 Penalty: 3986.781738
	Iteration 22Q: 3 clusters Score -360438.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -360458.781250 Penalty: 3986.781738
	Iteration 23Q: 3 clusters Score -360458.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -360479.125000 Penalty: 3986.781738
	Iteration 24Q: 3 clusters Score -360479.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -360492.750000 Penalty: 3986.781738
	Iteration 25Q: 3 clusters Score -360492.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -360499.906250 Penalty: 3986.781738
	Iteration 26Q: 3 clusters Score -360499.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -360505.968750 Penalty: 3986.781738
	Iteration 27Q: 3 clusters Score -360506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -360511.875000 Penalty: 3986.781738
	Iteration 28Q: 3 clusters Score -360511.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -360517.281250 Penalty: 3986.781738
	Iteration 29Q: 3 clusters Score -360517.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -360520.031250 Penalty: 3986.781738
	Iteration 30Q: 3 clusters Score -360520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -360521.625000 Penalty: 3986.781738
	Iteration 31Q: 3 clusters Score -360521.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -360523.156250 Penalty: 3986.781738
	Iteration 32Q: 3 clusters Score -360523.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -360524.843750 Penalty: 3986.781738
	Iteration 33Q: 3 clusters Score -360524.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -360524.843750 Penalty: 3986.781738
	Iteration 34F: 3 clusters Score -360524.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Entering Unmasked Estep 
Score: -717303.187500 Penalty: 2158.757568
	Iteration 0F: 2 clusters Score -717303.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -712214.500000 Penalty: 4317.515137
	Iteration 0F: 3 clusters Score -712214.5 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -713720.500000 Penalty: 4317.515137
	Iteration 1F: 3 clusters Score -713720.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -714239.312500 Penalty: 4317.515137
	Iteration 2F: 3 clusters Score -714239.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -714690.625000 Penalty: 4317.515137
	Iteration 3F: 3 clusters Score -714690.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -715058.937500 Penalty: 4317.515137
	Iteration 4F: 3 clusters Score -715058.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -715300.812500 Penalty: 4317.515137
	Iteration 5F: 3 clusters Score -715300.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -715455.000000 Penalty: 4317.515137
	Iteration 6Q: 3 clusters Score -715455 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -715544.312500 Penalty: 4317.515137
	Iteration 7Q: 3 clusters Score -715544.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -715609.625000 Penalty: 4317.515137
	Iteration 8Q: 3 clusters Score -715609.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -715660.000000 Penalty: 4317.515137
	Iteration 9Q: 3 clusters Score -715660 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -715697.437500 Penalty: 4317.515137
	Iteration 10Q: 3 clusters Score -715697.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -715721.125000 Penalty: 4317.515137
	Iteration 11Q: 3 clusters Score -715721.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -715735.750000 Penalty: 4317.515137
	Iteration 12Q: 3 clusters Score -715735.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -715754.437500 Penalty: 4317.515137
	Iteration 13Q: 3 clusters Score -715754.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -715774.312500 Penalty: 4317.515137
	Iteration 14Q: 3 clusters Score -715774.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -715791.625000 Penalty: 4317.515137
	Iteration 15Q: 3 clusters Score -715791.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -715802.000000 Penalty: 4317.515137
	Iteration 16Q: 3 clusters Score -715802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -715814.937500 Penalty: 4317.515137
	Iteration 17Q: 3 clusters Score -715814.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -715831.312500 Penalty: 4317.515137
	Iteration 18Q: 3 clusters Score -715831.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -715843.250000 Penalty: 4317.515137
	Iteration 19Q: 3 clusters Score -715843.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -715848.625000 Penalty: 4317.515137
	Iteration 20F: 3 clusters Score -715848.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -715852.750000 Penalty: 4317.515137
	Iteration 21Q: 3 clusters Score -715852.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -715854.250000 Penalty: 4317.515137
	Iteration 22Q: 3 clusters Score -715854.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -715857.250000 Penalty: 4317.515137
	Iteration 23Q: 3 clusters Score -715857.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -715859.625000 Penalty: 4317.515137
	Iteration 24Q: 3 clusters Score -715859.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -715866.750000 Penalty: 4317.515137
	Iteration 25Q: 3 clusters Score -715866.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -715870.062500 Penalty: 4317.515137
	Iteration 26Q: 3 clusters Score -715870.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -715872.750000 Penalty: 4317.515137
	Iteration 27Q: 3 clusters Score -715872.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -715877.125000 Penalty: 4317.515137
	Iteration 28Q: 3 clusters Score -715877.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -715881.625000 Penalty: 4317.515137
	Iteration 29Q: 3 clusters Score -715881.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -715884.375000 Penalty: 4317.515137
	Iteration 30Q: 3 clusters Score -715884.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -715888.062500 Penalty: 4317.515137
	Iteration 31Q: 3 clusters Score -715888.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -715891.250000 Penalty: 4317.515137
	Iteration 32Q: 3 clusters Score -715891.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -715895.125000 Penalty: 4317.515137
	Iteration 33Q: 3 clusters Score -715895.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -715899.437500 Penalty: 4317.515137
	Iteration 34Q: 3 clusters Score -715899.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -715902.375000 Penalty: 4317.515137
	Iteration 35Q: 3 clusters Score -715902.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -715903.812500 Penalty: 4317.515137
	Iteration 36Q: 3 clusters Score -715903.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -715905.625000 Penalty: 4317.515137
	Iteration 37Q: 3 clusters Score -715905.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -715908.187500 Penalty: 4317.515137
	Iteration 38Q: 3 clusters Score -715908.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -715910.000000 Penalty: 4317.515137
	Iteration 39Q: 3 clusters Score -715910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -715914.375000 Penalty: 4317.515137
	Iteration 40F: 3 clusters Score -715914.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -715917.937500 Penalty: 4317.515137
	Iteration 41Q: 3 clusters Score -715917.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -715922.062500 Penalty: 4317.515137
	Iteration 42Q: 3 clusters Score -715922.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -715926.750000 Penalty: 4317.515137
	Iteration 43Q: 3 clusters Score -715926.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -715932.062500 Penalty: 4317.515137
	Iteration 44Q: 3 clusters Score -715932.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -715934.750000 Penalty: 4317.515137
	Iteration 45Q: 3 clusters Score -715934.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -715938.000000 Penalty: 4317.515137
	Iteration 46Q: 3 clusters Score -715938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -715940.125000 Penalty: 4317.515137
	Iteration 47Q: 3 clusters Score -715940.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -715938.125000 Penalty: 4317.515137
	Iteration 48Q: 3 clusters Score -715938.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -715941.875000 Penalty: 4317.515137
	Iteration 49Q: 3 clusters Score -715941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -715941.750000 Penalty: 4317.515137
	Iteration 50Q: 3 clusters Score -715941.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -715943.062500 Penalty: 4317.515137
	Iteration 51Q: 3 clusters Score -715943.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -715943.687500 Penalty: 4317.515137
	Iteration 52Q: 3 clusters Score -715943.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -715943.687500 Penalty: 4317.515137
	Iteration 53F: 3 clusters Score -715943.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -57567.386719 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -57567.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -55991.183594 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -55991.18 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56213.933594 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -56213.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56291.109375 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -56291.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56331.464844 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -56331.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -56344.085938 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -56344.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56349.757812 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -56349.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -56364.476562 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -56364.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56382.437500 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -56382.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -56397.957031 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -56397.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -56408.125000 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -56408.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56412.625000 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -56412.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56424.039062 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -56424.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56426.597656 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -56426.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56426.597656 Penalty: 3131.519775
	Iteration 13F: 3 clusters Score -56426.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (249191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249191 members 
Entering Unmasked Estep 
Score: -30594250.000000 Penalty: 3081.641846
	Iteration 0F: 2 clusters Score -3.059425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124490 members 
Mstep: Class 2 contains 124701 members 
Entering Unmasked Estep 
Score: -30436228.000000 Penalty: 6163.283691
	Iteration 0F: 3 clusters Score -3.043623e+07 nChanged 120405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122107 members 
Mstep: Class 2 contains 127084 members 
Entering Unmasked Estep 
Score: -30506670.000000 Penalty: 6163.283691
	Iteration 1F: 3 clusters Score -3.050667e+07 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120579 members 
Mstep: Class 2 contains 128612 members 
Entering Unmasked Estep 
Score: -30507784.000000 Penalty: 6163.283691
	Iteration 2Q: 3 clusters Score -3.050778e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118317 members 
Mstep: Class 2 contains 130874 members 
Entering Unmasked Estep 
Score: -30509042.000000 Penalty: 6163.283691
	Iteration 3Q: 3 clusters Score -3.050904e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114840 members 
Mstep: Class 2 contains 134351 members 
Entering Unmasked Estep 
Score: -30510852.000000 Penalty: 6163.283691
	Iteration 4Q: 3 clusters Score -3.051085e+07 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109592 members 
Mstep: Class 2 contains 139599 members 
Entering Unmasked Estep 
Score: -30513584.000000 Penalty: 6163.283691
	Iteration 5Q: 3 clusters Score -3.051358e+07 nChanged 10228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101806 members 
Mstep: Class 2 contains 147385 members 
Entering Unmasked Estep 
Score: -30517802.000000 Penalty: 6163.283691
	Iteration 6Q: 3 clusters Score -3.05178e+07 nChanged 12805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90793 members 
Mstep: Class 2 contains 158398 members 
Entering Unmasked Estep 
Score: -30524480.000000 Penalty: 6163.283691
	Iteration 7F: 3 clusters Score -3.052448e+07 nChanged 15963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75862 members 
Mstep: Class 2 contains 173329 members 
Entering Unmasked Estep 
Score: -30534942.000000 Penalty: 6163.283691
	Iteration 8F: 3 clusters Score -3.053494e+07 nChanged 18656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57762 members 
Mstep: Class 2 contains 191429 members 
Entering Unmasked Estep 
Score: -30548930.000000 Penalty: 6163.283691
	Iteration 9F: 3 clusters Score -3.054893e+07 nChanged 18610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 209723 members 
Entering Unmasked Estep 
Score: -30563708.000000 Penalty: 6163.283691
	Iteration 10F: 3 clusters Score -3.056371e+07 nChanged 14763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 224300 members 
Entering Unmasked Estep 
Score: -30575432.000000 Penalty: 6163.283691
	Iteration 11F: 3 clusters Score -3.057543e+07 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 233434 members 
Entering Unmasked Estep 
Score: -30582966.000000 Penalty: 6163.283691
	Iteration 12Q: 3 clusters Score -3.058297e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 238498 members 
Entering Unmasked Estep 
Score: -30586604.000000 Penalty: 6163.283691
	Iteration 13Q: 3 clusters Score -3.05866e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 241357 members 
Entering Unmasked Estep 
Score: -30588476.000000 Penalty: 6163.283691
	Iteration 14Q: 3 clusters Score -3.058848e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 243062 members 
Entering Unmasked Estep 
Score: -30589442.000000 Penalty: 6163.283691
	Iteration 15Q: 3 clusters Score -3.058944e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 244231 members 
Entering Unmasked Estep 
Score: -30590044.000000 Penalty: 6163.283691
	Iteration 16Q: 3 clusters Score -3.059004e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 245051 members 
Entering Unmasked Estep 
Score: -30590498.000000 Penalty: 6163.283691
	Iteration 17Q: 3 clusters Score -3.05905e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 245661 members 
Entering Unmasked Estep 
Score: -30590816.000000 Penalty: 6163.283691
	Iteration 18Q: 3 clusters Score -3.059082e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 246117 members 
Entering Unmasked Estep 
Score: -30591010.000000 Penalty: 6163.283691
	Iteration 19Q: 3 clusters Score -3.059101e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 246481 members 
Entering Unmasked Estep 
Score: -30591188.000000 Penalty: 6163.283691
	Iteration 20F: 3 clusters Score -3.059119e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 246727 members 
Entering Unmasked Estep 
Score: -30591320.000000 Penalty: 6163.283691
	Iteration 21Q: 3 clusters Score -3.059132e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 246913 members 
Entering Unmasked Estep 
Score: -30591416.000000 Penalty: 6163.283691
	Iteration 22Q: 3 clusters Score -3.059142e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 247050 members 
Entering Unmasked Estep 
Score: -30591510.000000 Penalty: 6163.283691
	Iteration 23Q: 3 clusters Score -3.059151e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 247176 members 
Entering Unmasked Estep 
Score: -30591560.000000 Penalty: 6163.283691
	Iteration 24Q: 3 clusters Score -3.059156e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 247287 members 
Entering Unmasked Estep 
Score: -30591636.000000 Penalty: 6163.283691
	Iteration 25Q: 3 clusters Score -3.059164e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 247371 members 
Entering Unmasked Estep 
Score: -30591638.000000 Penalty: 6163.283691
	Iteration 26Q: 3 clusters Score -3.059164e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 247449 members 
Entering Unmasked Estep 
Score: -30591680.000000 Penalty: 6163.283691
	Iteration 27Q: 3 clusters Score -3.059168e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 247525 members 
Entering Unmasked Estep 
Score: -30591760.000000 Penalty: 6163.283691
	Iteration 28Q: 3 clusters Score -3.059176e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 247587 members 
Entering Unmasked Estep 
Score: -30591784.000000 Penalty: 6163.283691
	Iteration 29Q: 3 clusters Score -3.059178e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 247633 members 
Entering Unmasked Estep 
Score: -30591808.000000 Penalty: 6163.283691
	Iteration 30Q: 3 clusters Score -3.059181e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 247666 members 
Entering Unmasked Estep 
Score: -30591824.000000 Penalty: 6163.283691
	Iteration 31Q: 3 clusters Score -3.059182e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 247692 members 
Entering Unmasked Estep 
Score: -30591774.000000 Penalty: 6163.283691
	Iteration 32Q: 3 clusters Score -3.059177e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 247716 members 
Entering Unmasked Estep 
Score: -30591834.000000 Penalty: 6163.283691
	Iteration 33Q: 3 clusters Score -3.059183e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 247733 members 
Entering Unmasked Estep 
Score: -30591802.000000 Penalty: 6163.283691
	Iteration 34Q: 3 clusters Score -3.05918e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 247749 members 
Entering Unmasked Estep 
Score: -30591834.000000 Penalty: 6163.283691
	Iteration 35Q: 3 clusters Score -3.059183e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 247759 members 
Entering Unmasked Estep 
Score: -30591818.000000 Penalty: 6163.283691
	Iteration 36Q: 3 clusters Score -3.059182e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 247774 members 
Entering Unmasked Estep 
Score: -30591814.000000 Penalty: 6163.283691
	Iteration 37Q: 3 clusters Score -3.059181e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 247786 members 
Entering Unmasked Estep 
Score: -30591834.000000 Penalty: 6163.283691
	Iteration 38Q: 3 clusters Score -3.059183e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 247798 members 
Entering Unmasked Estep 
Score: -30591818.000000 Penalty: 6163.283691
	Iteration 39Q: 3 clusters Score -3.059182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 247807 members 
Entering Unmasked Estep 
Score: -30591856.000000 Penalty: 6163.283691
	Iteration 40F: 3 clusters Score -3.059186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 247815 members 
Entering Unmasked Estep 
Score: -30591874.000000 Penalty: 6163.283691
	Iteration 41Q: 3 clusters Score -3.059187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 247818 members 
Entering Unmasked Estep 
Score: -30591854.000000 Penalty: 6163.283691
	Iteration 42Q: 3 clusters Score -3.059185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 247826 members 
Entering Unmasked Estep 
Score: -30591848.000000 Penalty: 6163.283691
	Iteration 43Q: 3 clusters Score -3.059185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 247828 members 
Entering Unmasked Estep 
Score: -30591860.000000 Penalty: 6163.283691
	Iteration 44Q: 3 clusters Score -3.059186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 247834 members 
Entering Unmasked Estep 
Score: -30591842.000000 Penalty: 6163.283691
	Iteration 45Q: 3 clusters Score -3.059184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 247836 members 
Entering Unmasked Estep 
Score: -30591848.000000 Penalty: 6163.283691
	Iteration 46Q: 3 clusters Score -3.059185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 247843 members 
Entering Unmasked Estep 
Score: -30591852.000000 Penalty: 6163.283691
	Iteration 47Q: 3 clusters Score -3.059185e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 247851 members 
Entering Unmasked Estep 
Score: -30591844.000000 Penalty: 6163.283691
	Iteration 48Q: 3 clusters Score -3.059184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 247857 members 
Entering Unmasked Estep 
Score: -30591864.000000 Penalty: 6163.283691
	Iteration 49Q: 3 clusters Score -3.059186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 247861 members 
Entering Unmasked Estep 
Score: -30591864.000000 Penalty: 6163.283691
	Iteration 50Q: 3 clusters Score -3.059186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 247868 members 
Entering Unmasked Estep 
Score: -30591846.000000 Penalty: 6163.283691
	Iteration 51Q: 3 clusters Score -3.059185e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 247880 members 
Entering Unmasked Estep 
Score: -30591864.000000 Penalty: 6163.283691
	Iteration 52Q: 3 clusters Score -3.059186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 247889 members 
Entering Unmasked Estep 
Score: -30591882.000000 Penalty: 6163.283691
	Iteration 53Q: 3 clusters Score -3.059188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 247896 members 
Entering Unmasked Estep 
Score: -30591888.000000 Penalty: 6163.283691
	Iteration 54Q: 3 clusters Score -3.059189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 247903 members 
Entering Unmasked Estep 
Score: -30591882.000000 Penalty: 6163.283691
	Iteration 55Q: 3 clusters Score -3.059188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 247914 members 
Entering Unmasked Estep 
Score: -30591880.000000 Penalty: 6163.283691
	Iteration 56Q: 3 clusters Score -3.059188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 247923 members 
Entering Unmasked Estep 
Score: -30591912.000000 Penalty: 6163.283691
	Iteration 57Q: 3 clusters Score -3.059191e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 247933 members 
Entering Unmasked Estep 
Score: -30591890.000000 Penalty: 6163.283691
	Iteration 58Q: 3 clusters Score -3.059189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 247945 members 
Entering Unmasked Estep 
Score: -30591880.000000 Penalty: 6163.283691
	Iteration 59Q: 3 clusters Score -3.059188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 247956 members 
Entering Unmasked Estep 
Score: -30591912.000000 Penalty: 6163.283691
	Iteration 60F: 3 clusters Score -3.059191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 247965 members 
Entering Unmasked Estep 
Score: -30591922.000000 Penalty: 6163.283691
	Iteration 61Q: 3 clusters Score -3.059192e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 247976 members 
Entering Unmasked Estep 
Score: -30591920.000000 Penalty: 6163.283691
	Iteration 62Q: 3 clusters Score -3.059192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 247988 members 
Entering Unmasked Estep 
Score: -30591924.000000 Penalty: 6163.283691
	Iteration 63Q: 3 clusters Score -3.059192e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 248000 members 
Entering Unmasked Estep 
Score: -30591938.000000 Penalty: 6163.283691
	Iteration 64Q: 3 clusters Score -3.059194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 248010 members 
Entering Unmasked Estep 
Score: -30591932.000000 Penalty: 6163.283691
	Iteration 65Q: 3 clusters Score -3.059193e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 248016 members 
Entering Unmasked Estep 
Score: -30591962.000000 Penalty: 6163.283691
	Iteration 66Q: 3 clusters Score -3.059196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 248024 members 
Entering Unmasked Estep 
Score: -30591942.000000 Penalty: 6163.283691
	Iteration 67Q: 3 clusters Score -3.059194e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 248028 members 
Entering Unmasked Estep 
Score: -30591972.000000 Penalty: 6163.283691
	Iteration 68Q: 3 clusters Score -3.059197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 248029 members 
Entering Unmasked Estep 
Score: -30591970.000000 Penalty: 6163.283691
	Iteration 69Q: 3 clusters Score -3.059197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 248030 members 
Entering Unmasked Estep 
Score: -30591972.000000 Penalty: 6163.283691
	Iteration 70Q: 3 clusters Score -3.059197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 248029 members 
Entering Unmasked Estep 
Score: -30591974.000000 Penalty: 6163.283691
	Iteration 71Q: 3 clusters Score -3.059197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 248028 members 
Entering Unmasked Estep 
Score: -30591980.000000 Penalty: 6163.283691
	Iteration 72Q: 3 clusters Score -3.059198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 248028 members 
Entering Unmasked Estep 
Score: -30591980.000000 Penalty: 6163.283691
	Iteration 73F: 3 clusters Score -3.059198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Entering Unmasked Estep 
Score: -1272511.500000 Penalty: 2291.109375
	Iteration 0F: 2 clusters Score -1272512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1264676.000000 Penalty: 4582.218750
	Iteration 0F: 3 clusters Score -1264676 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1266788.000000 Penalty: 4582.218750
	Iteration 1F: 3 clusters Score -1266788 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1267082.875000 Penalty: 4582.218750
	Iteration 2F: 3 clusters Score -1267083 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1267290.250000 Penalty: 4582.218750
	Iteration 3F: 3 clusters Score -1267290 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1267435.750000 Penalty: 4582.218750
	Iteration 4Q: 3 clusters Score -1267436 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1267574.625000 Penalty: 4582.218750
	Iteration 5Q: 3 clusters Score -1267575 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1267704.375000 Penalty: 4582.218750
	Iteration 6Q: 3 clusters Score -1267704 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1267833.250000 Penalty: 4582.218750
	Iteration 7Q: 3 clusters Score -1267833 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1267990.000000 Penalty: 4582.218750
	Iteration 8Q: 3 clusters Score -1267990 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1268164.250000 Penalty: 4582.218750
	Iteration 9Q: 3 clusters Score -1268164 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1268343.750000 Penalty: 4582.218750
	Iteration 10Q: 3 clusters Score -1268344 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1268553.625000 Penalty: 4582.218750
	Iteration 11Q: 3 clusters Score -1268554 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1268790.625000 Penalty: 4582.218750
	Iteration 12Q: 3 clusters Score -1268791 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1269063.375000 Penalty: 4582.218750
	Iteration 13Q: 3 clusters Score -1269063 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1269345.750000 Penalty: 4582.218750
	Iteration 14Q: 3 clusters Score -1269346 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1269615.875000 Penalty: 4582.218750
	Iteration 15Q: 3 clusters Score -1269616 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1269848.125000 Penalty: 4582.218750
	Iteration 16Q: 3 clusters Score -1269848 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1270051.750000 Penalty: 4582.218750
	Iteration 17Q: 3 clusters Score -1270052 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1270200.125000 Penalty: 4582.218750
	Iteration 18Q: 3 clusters Score -1270200 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1270297.000000 Penalty: 4582.218750
	Iteration 19Q: 3 clusters Score -1270297 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1270358.000000 Penalty: 4582.218750
	Iteration 20F: 3 clusters Score -1270358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1270397.875000 Penalty: 4582.218750
	Iteration 21Q: 3 clusters Score -1270398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1270424.875000 Penalty: 4582.218750
	Iteration 22Q: 3 clusters Score -1270425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1270442.125000 Penalty: 4582.218750
	Iteration 23Q: 3 clusters Score -1270442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1270455.750000 Penalty: 4582.218750
	Iteration 24Q: 3 clusters Score -1270456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1270459.500000 Penalty: 4582.218750
	Iteration 25Q: 3 clusters Score -1270460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1270463.375000 Penalty: 4582.218750
	Iteration 26Q: 3 clusters Score -1270463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1270470.125000 Penalty: 4582.218750
	Iteration 27Q: 3 clusters Score -1270470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1270479.125000 Penalty: 4582.218750
	Iteration 28Q: 3 clusters Score -1270479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1270489.625000 Penalty: 4582.218750
	Iteration 29Q: 3 clusters Score -1270490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1270493.250000 Penalty: 4582.218750
	Iteration 30Q: 3 clusters Score -1270493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1270497.750000 Penalty: 4582.218750
	Iteration 31Q: 3 clusters Score -1270498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1270499.500000 Penalty: 4582.218750
	Iteration 32Q: 3 clusters Score -1270500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1270499.500000 Penalty: 4582.218750
	Iteration 33F: 3 clusters Score -1270500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -55021.917969 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -55021.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -53504.726562 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -53504.73 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53675.781250 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -53675.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53731.273438 Penalty: 3058.047119
	Iteration 2Q: 3 clusters Score -53731.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -53759.296875 Penalty: 3058.047119
	Iteration 3Q: 3 clusters Score -53759.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53773.394531 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -53773.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53794.187500 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -53794.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -53823.449219 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -53823.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -53838.933594 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -53838.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53851.332031 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -53851.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53853.039062 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -53853.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -53857.214844 Penalty: 3058.047119
	Iteration 10Q: 3 clusters Score -53857.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -53860.660156 Penalty: 3058.047119
	Iteration 11Q: 3 clusters Score -53860.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -53860.660156 Penalty: 3058.047119
	Iteration 12F: 3 clusters Score -53860.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -236037.593750 Penalty: 1917.410034
	Iteration 0F: 2 clusters Score -236037.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -233297.437500 Penalty: 3834.820068
	Iteration 0F: 3 clusters Score -233297.4 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -233906.546875 Penalty: 3834.820068
	Iteration 1F: 3 clusters Score -233906.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -234132.140625 Penalty: 3834.820068
	Iteration 2F: 3 clusters Score -234132.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -234308.609375 Penalty: 3834.820068
	Iteration 3F: 3 clusters Score -234308.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -234442.843750 Penalty: 3834.820068
	Iteration 4F: 3 clusters Score -234442.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -234550.093750 Penalty: 3834.820068
	Iteration 5Q: 3 clusters Score -234550.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -234646.218750 Penalty: 3834.820068
	Iteration 6Q: 3 clusters Score -234646.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -234738.968750 Penalty: 3834.820068
	Iteration 7Q: 3 clusters Score -234739 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -234830.187500 Penalty: 3834.820068
	Iteration 8Q: 3 clusters Score -234830.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -234898.375000 Penalty: 3834.820068
	Iteration 9Q: 3 clusters Score -234898.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -234964.390625 Penalty: 3834.820068
	Iteration 10Q: 3 clusters Score -234964.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -235026.875000 Penalty: 3834.820068
	Iteration 11Q: 3 clusters Score -235026.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -235067.171875 Penalty: 3834.820068
	Iteration 12Q: 3 clusters Score -235067.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -235093.000000 Penalty: 3834.820068
	Iteration 13Q: 3 clusters Score -235093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -235121.156250 Penalty: 3834.820068
	Iteration 14Q: 3 clusters Score -235121.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -235151.343750 Penalty: 3834.820068
	Iteration 15Q: 3 clusters Score -235151.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -235181.859375 Penalty: 3834.820068
	Iteration 16Q: 3 clusters Score -235181.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -235205.062500 Penalty: 3834.820068
	Iteration 17Q: 3 clusters Score -235205.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -235218.359375 Penalty: 3834.820068
	Iteration 18Q: 3 clusters Score -235218.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -235228.781250 Penalty: 3834.820068
	Iteration 19Q: 3 clusters Score -235228.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -235234.312500 Penalty: 3834.820068
	Iteration 20F: 3 clusters Score -235234.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -235238.343750 Penalty: 3834.820068
	Iteration 21Q: 3 clusters Score -235238.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -235247.203125 Penalty: 3834.820068
	Iteration 22Q: 3 clusters Score -235247.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -235255.703125 Penalty: 3834.820068
	Iteration 23Q: 3 clusters Score -235255.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -235263.968750 Penalty: 3834.820068
	Iteration 24Q: 3 clusters Score -235264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -235274.937500 Penalty: 3834.820068
	Iteration 25Q: 3 clusters Score -235274.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -235278.859375 Penalty: 3834.820068
	Iteration 26Q: 3 clusters Score -235278.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -235283.078125 Penalty: 3834.820068
	Iteration 27Q: 3 clusters Score -235283.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -235287.531250 Penalty: 3834.820068
	Iteration 28Q: 3 clusters Score -235287.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -235292.062500 Penalty: 3834.820068
	Iteration 29Q: 3 clusters Score -235292.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -235296.953125 Penalty: 3834.820068
	Iteration 30Q: 3 clusters Score -235297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -235299.781250 Penalty: 3834.820068
	Iteration 31Q: 3 clusters Score -235299.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -235304.359375 Penalty: 3834.820068
	Iteration 32Q: 3 clusters Score -235304.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -235305.765625 Penalty: 3834.820068
	Iteration 33Q: 3 clusters Score -235305.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -235305.765625 Penalty: 3834.820068
	Iteration 34F: 3 clusters Score -235305.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (252297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252297 members 
Entering Unmasked Estep 
Score: -31028750.000000 Penalty: 3084.713867
	Iteration 0F: 2 clusters Score -3.102875e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125728 members 
Mstep: Class 2 contains 126569 members 
Entering Unmasked Estep 
Score: -30867844.000000 Penalty: 6169.427734
	Iteration 0F: 3 clusters Score -3.086784e+07 nChanged 121939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117759 members 
Mstep: Class 2 contains 134538 members 
Entering Unmasked Estep 
Score: -30941414.000000 Penalty: 6169.427734
	Iteration 1F: 3 clusters Score -3.094141e+07 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112521 members 
Mstep: Class 2 contains 139776 members 
Entering Unmasked Estep 
Score: -30943608.000000 Penalty: 6169.427734
	Iteration 2Q: 3 clusters Score -3.094361e+07 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104519 members 
Mstep: Class 2 contains 147778 members 
Entering Unmasked Estep 
Score: -30947250.000000 Penalty: 6169.427734
	Iteration 3Q: 3 clusters Score -3.094725e+07 nChanged 12661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92748 members 
Mstep: Class 2 contains 159549 members 
Entering Unmasked Estep 
Score: -30953576.000000 Penalty: 6169.427734
	Iteration 4F: 3 clusters Score -3.095358e+07 nChanged 16882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76272 members 
Mstep: Class 2 contains 176025 members 
Entering Unmasked Estep 
Score: -30964534.000000 Penalty: 6169.427734
	Iteration 5F: 3 clusters Score -3.096453e+07 nChanged 20847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 196752 members 
Entering Unmasked Estep 
Score: -30980978.000000 Penalty: 6169.427734
	Iteration 6F: 3 clusters Score -3.098098e+07 nChanged 21327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 218035 members 
Entering Unmasked Estep 
Score: -30998494.000000 Penalty: 6169.427734
	Iteration 7F: 3 clusters Score -3.099849e+07 nChanged 16004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 234025 members 
Entering Unmasked Estep 
Score: -31012024.000000 Penalty: 6169.427734
	Iteration 8F: 3 clusters Score -3.101202e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 243136 members 
Entering Unmasked Estep 
Score: -31019664.000000 Penalty: 6169.427734
	Iteration 9Q: 3 clusters Score -3.101966e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 247464 members 
Entering Unmasked Estep 
Score: -31023460.000000 Penalty: 6169.427734
	Iteration 10Q: 3 clusters Score -3.102346e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 249233 members 
Entering Unmasked Estep 
Score: -31025040.000000 Penalty: 6169.427734
	Iteration 11Q: 3 clusters Score -3.102504e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 249973 members 
Entering Unmasked Estep 
Score: -31025758.000000 Penalty: 6169.427734
	Iteration 12Q: 3 clusters Score -3.102576e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 250347 members 
Entering Unmasked Estep 
Score: -31026118.000000 Penalty: 6169.427734
	Iteration 13Q: 3 clusters Score -3.102612e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 250553 members 
Entering Unmasked Estep 
Score: -31026292.000000 Penalty: 6169.427734
	Iteration 14Q: 3 clusters Score -3.102629e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 250693 members 
Entering Unmasked Estep 
Score: -31026410.000000 Penalty: 6169.427734
	Iteration 15Q: 3 clusters Score -3.102641e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 250796 members 
Entering Unmasked Estep 
Score: -31026530.000000 Penalty: 6169.427734
	Iteration 16Q: 3 clusters Score -3.102653e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 250853 members 
Entering Unmasked Estep 
Score: -31026644.000000 Penalty: 6169.427734
	Iteration 17Q: 3 clusters Score -3.102664e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 250889 members 
Entering Unmasked Estep 
Score: -31026674.000000 Penalty: 6169.427734
	Iteration 18Q: 3 clusters Score -3.102667e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 250924 members 
Entering Unmasked Estep 
Score: -31026746.000000 Penalty: 6169.427734
	Iteration 19Q: 3 clusters Score -3.102675e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 250959 members 
Entering Unmasked Estep 
Score: -31026770.000000 Penalty: 6169.427734
	Iteration 20F: 3 clusters Score -3.102677e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 250968 members 
Entering Unmasked Estep 
Score: -31026856.000000 Penalty: 6169.427734
	Iteration 21Q: 3 clusters Score -3.102686e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 250970 members 
Entering Unmasked Estep 
Score: -31026864.000000 Penalty: 6169.427734
	Iteration 22Q: 3 clusters Score -3.102686e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 250968 members 
Entering Unmasked Estep 
Score: -31026840.000000 Penalty: 6169.427734
	Iteration 23Q: 3 clusters Score -3.102684e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 250962 members 
Entering Unmasked Estep 
Score: -31026862.000000 Penalty: 6169.427734
	Iteration 24Q: 3 clusters Score -3.102686e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 250960 members 
Entering Unmasked Estep 
Score: -31026844.000000 Penalty: 6169.427734
	Iteration 25Q: 3 clusters Score -3.102684e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 250963 members 
Entering Unmasked Estep 
Score: -31026864.000000 Penalty: 6169.427734
	Iteration 26Q: 3 clusters Score -3.102686e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 250967 members 
Entering Unmasked Estep 
Score: -31026878.000000 Penalty: 6169.427734
	Iteration 27Q: 3 clusters Score -3.102688e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 250967 members 
Entering Unmasked Estep 
Score: -31026920.000000 Penalty: 6169.427734
	Iteration 28Q: 3 clusters Score -3.102692e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 250965 members 
Entering Unmasked Estep 
Score: -31026954.000000 Penalty: 6169.427734
	Iteration 29Q: 3 clusters Score -3.102695e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 250959 members 
Entering Unmasked Estep 
Score: -31026966.000000 Penalty: 6169.427734
	Iteration 30Q: 3 clusters Score -3.102697e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 250973 members 
Entering Unmasked Estep 
Score: -31026966.000000 Penalty: 6169.427734
	Iteration 31Q: 3 clusters Score -3.102697e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 250969 members 
Entering Unmasked Estep 
Score: -31027014.000000 Penalty: 6169.427734
	Iteration 32Q: 3 clusters Score -3.102701e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 250969 members 
Entering Unmasked Estep 
Score: -31027014.000000 Penalty: 6169.427734
	Iteration 33Q: 3 clusters Score -3.102701e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 250969 members 
Entering Unmasked Estep 
Score: -31027016.000000 Penalty: 6169.427734
	Iteration 34Q: 3 clusters Score -3.102702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 250972 members 
Entering Unmasked Estep 
Score: -31027048.000000 Penalty: 6169.427734
	Iteration 35Q: 3 clusters Score -3.102705e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 250981 members 
Entering Unmasked Estep 
Score: -31027066.000000 Penalty: 6169.427734
	Iteration 36Q: 3 clusters Score -3.102707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 250988 members 
Entering Unmasked Estep 
Score: -31027066.000000 Penalty: 6169.427734
	Iteration 37Q: 3 clusters Score -3.102707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 250987 members 
Entering Unmasked Estep 
Score: -31027078.000000 Penalty: 6169.427734
	Iteration 38Q: 3 clusters Score -3.102708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 250989 members 
Entering Unmasked Estep 
Score: -31027072.000000 Penalty: 6169.427734
	Iteration 39Q: 3 clusters Score -3.102707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 250986 members 
Entering Unmasked Estep 
Score: -31027062.000000 Penalty: 6169.427734
	Iteration 40F: 3 clusters Score -3.102706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 250985 members 
Entering Unmasked Estep 
Score: -31027082.000000 Penalty: 6169.427734
	Iteration 41Q: 3 clusters Score -3.102708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 250985 members 
Entering Unmasked Estep 
Score: -31027070.000000 Penalty: 6169.427734
	Iteration 42Q: 3 clusters Score -3.102707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 250982 members 
Entering Unmasked Estep 
Score: -31027070.000000 Penalty: 6169.427734
	Iteration 43Q: 3 clusters Score -3.102707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 250982 members 
Entering Unmasked Estep 
Score: -31027088.000000 Penalty: 6169.427734
	Iteration 44Q: 3 clusters Score -3.102709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 250982 members 
Entering Unmasked Estep 
Score: -31027092.000000 Penalty: 6169.427734
	Iteration 45Q: 3 clusters Score -3.102709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 250986 members 
Entering Unmasked Estep 
Score: -31027094.000000 Penalty: 6169.427734
	Iteration 46Q: 3 clusters Score -3.102709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 250985 members 
Entering Unmasked Estep 
Score: -31027088.000000 Penalty: 6169.427734
	Iteration 47Q: 3 clusters Score -3.102709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 250987 members 
Entering Unmasked Estep 
Score: -31027082.000000 Penalty: 6169.427734
	Iteration 48Q: 3 clusters Score -3.102708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 250987 members 
Entering Unmasked Estep 
Score: -31027086.000000 Penalty: 6169.427734
	Iteration 49Q: 3 clusters Score -3.102709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 250987 members 
Entering Unmasked Estep 
Score: -31027076.000000 Penalty: 6169.427734
	Iteration 50Q: 3 clusters Score -3.102708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 250988 members 
Entering Unmasked Estep 
Score: -31027086.000000 Penalty: 6169.427734
	Iteration 51Q: 3 clusters Score -3.102709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 250986 members 
Entering Unmasked Estep 
Score: -31027090.000000 Penalty: 6169.427734
	Iteration 52Q: 3 clusters Score -3.102709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 250987 members 
Entering Unmasked Estep 
Score: -31027092.000000 Penalty: 6169.427734
	Iteration 53Q: 3 clusters Score -3.102709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 250989 members 
Entering Unmasked Estep 
Score: -31027100.000000 Penalty: 6169.427734
	Iteration 54Q: 3 clusters Score -3.10271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 250990 members 
Entering Unmasked Estep 
Score: -31027098.000000 Penalty: 6169.427734
	Iteration 55Q: 3 clusters Score -3.10271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 250990 members 
Entering Unmasked Estep 
Score: -31027098.000000 Penalty: 6169.427734
	Iteration 56F: 3 clusters Score -3.10271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Entering Unmasked Estep 
Score: -167422.875000 Penalty: 1821.330078
	Iteration 0F: 2 clusters Score -167422.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -165099.093750 Penalty: 3642.660156
	Iteration 0F: 3 clusters Score -165099.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -165601.296875 Penalty: 3642.660156
	Iteration 1F: 3 clusters Score -165601.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -165936.500000 Penalty: 3642.660156
	Iteration 2F: 3 clusters Score -165936.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -166205.453125 Penalty: 3642.660156
	Iteration 3F: 3 clusters Score -166205.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -166461.875000 Penalty: 3642.660156
	Iteration 4F: 3 clusters Score -166461.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -166633.312500 Penalty: 3642.660156
	Iteration 5F: 3 clusters Score -166633.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -166749.343750 Penalty: 3642.660156
	Iteration 6Q: 3 clusters Score -166749.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -166802.937500 Penalty: 3642.660156
	Iteration 7Q: 3 clusters Score -166802.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -166838.046875 Penalty: 3642.660156
	Iteration 8Q: 3 clusters Score -166838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -166879.750000 Penalty: 3642.660156
	Iteration 9Q: 3 clusters Score -166879.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -166899.328125 Penalty: 3642.660156
	Iteration 10Q: 3 clusters Score -166899.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -166933.031250 Penalty: 3642.660156
	Iteration 11Q: 3 clusters Score -166933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -166945.140625 Penalty: 3642.660156
	Iteration 12Q: 3 clusters Score -166945.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -166952.890625 Penalty: 3642.660156
	Iteration 13Q: 3 clusters Score -166952.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -166965.046875 Penalty: 3642.660156
	Iteration 14Q: 3 clusters Score -166965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -166972.328125 Penalty: 3642.660156
	Iteration 15Q: 3 clusters Score -166972.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -166975.078125 Penalty: 3642.660156
	Iteration 16Q: 3 clusters Score -166975.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -166975.593750 Penalty: 3642.660156
	Iteration 17Q: 3 clusters Score -166975.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -166975.593750 Penalty: 3642.660156
	Iteration 18F: 3 clusters Score -166975.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -92151.000000 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -92151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -90342.070312 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -90342.07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -90827.679688 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -90827.68 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91047.304688 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -91047.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -91170.968750 Penalty: 3371.778320
	Iteration 3F: 3 clusters Score -91170.97 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -91266.546875 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -91266.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -91350.562500 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -91350.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -91412.515625 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -91412.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -91539.500000 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -91539.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -91827.445312 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -91827.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -92317.296875 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -92317.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -92429.085938 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -92429.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -92511.859375 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -92511.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -92559.640625 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -92559.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -92615.273438 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -92615.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -92653.054688 Penalty: 3371.778320
	Iteration 14Q: 3 clusters Score -92653.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -92693.085938 Penalty: 3371.778320
	Iteration 15Q: 3 clusters Score -92693.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -92722.734375 Penalty: 3371.778320
	Iteration 16Q: 3 clusters Score -92722.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -92745.125000 Penalty: 3371.778320
	Iteration 17Q: 3 clusters Score -92745.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -92752.210938 Penalty: 3371.778320
	Iteration 18Q: 3 clusters Score -92752.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -92758.023438 Penalty: 3371.778320
	Iteration 19Q: 3 clusters Score -92758.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -92758.023438 Penalty: 3371.778320
	Iteration 20F: 3 clusters Score -92758.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191374 members 
Mstep: Class 2 contains 89502 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 60878 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42156 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 32524 members 
Mstep: Class 11 contains 10570 members 
Mstep: Class 12 contains 21560 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 14 contains 182 members 
Mstep: Class 15 contains 17678 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13592 members 
Mstep: Class 19 contains 58898 members 
Mstep: Class 20 contains 13098 members 
Mstep: Class 21 contains 22875 members 
Mstep: Class 22 contains 9011 members 
Mstep: Class 23 contains 6710 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56844 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6031 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249191 members 
Mstep: Class 32 contains 10284 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 252297 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 714 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 49038 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
Score: -148044304.000000 Penalty: 139228.203125
Splitting cluster 37 changes total score from -148045344.000000 to -148044304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -18051.201172 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -18051.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -16981.560547 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -16981.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17038.634766 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -17038.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17051.722656 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -17051.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17054.621094 Penalty: 2583.905029
	Iteration 3Q: 3 clusters Score -17054.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17054.621094 Penalty: 2583.905029
	Iteration 4F: 3 clusters Score -17054.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (49038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Entering Unmasked Estep 
Score: -6009504.000000 Penalty: 2678.487061
	Iteration 0F: 2 clusters Score -6009504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -5976452.000000 Penalty: 5356.974121
	Iteration 0F: 3 clusters Score -5976452 nChanged 22677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -5989119.500000 Penalty: 5356.974121
	Iteration 1F: 3 clusters Score -5989120 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -5989922.500000 Penalty: 5356.974121
	Iteration 2Q: 3 clusters Score -5989922 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -5991039.500000 Penalty: 5356.974121
	Iteration 3Q: 3 clusters Score -5991040 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -5992499.000000 Penalty: 5356.974121
	Iteration 4F: 3 clusters Score -5992499 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -5994294.500000 Penalty: 5356.974121
	Iteration 5F: 3 clusters Score -5994294 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -5996652.500000 Penalty: 5356.974121
	Iteration 6F: 3 clusters Score -5996652 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -5999445.500000 Penalty: 5356.974121
	Iteration 7F: 3 clusters Score -5999446 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -6001907.000000 Penalty: 5356.974121
	Iteration 8F: 3 clusters Score -6001907 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -6003614.000000 Penalty: 5356.974121
	Iteration 9F: 3 clusters Score -6003614 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -6004484.500000 Penalty: 5356.974121
	Iteration 10Q: 3 clusters Score -6004484 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -6005016.500000 Penalty: 5356.974121
	Iteration 11Q: 3 clusters Score -6005016 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -6005468.000000 Penalty: 5356.974121
	Iteration 12Q: 3 clusters Score -6005468 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -6005817.000000 Penalty: 5356.974121
	Iteration 13Q: 3 clusters Score -6005817 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -6006025.500000 Penalty: 5356.974121
	Iteration 14Q: 3 clusters Score -6006026 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -6006183.000000 Penalty: 5356.974121
	Iteration 15Q: 3 clusters Score -6006183 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -6006334.000000 Penalty: 5356.974121
	Iteration 16Q: 3 clusters Score -6006334 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -6006404.000000 Penalty: 5356.974121
	Iteration 17Q: 3 clusters Score -6006404 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -6006475.500000 Penalty: 5356.974121
	Iteration 18Q: 3 clusters Score -6006476 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -6006506.500000 Penalty: 5356.974121
	Iteration 19Q: 3 clusters Score -6006506 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -6006559.000000 Penalty: 5356.974121
	Iteration 20F: 3 clusters Score -6006559 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -6006603.000000 Penalty: 5356.974121
	Iteration 21Q: 3 clusters Score -6006603 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -6006643.000000 Penalty: 5356.974121
	Iteration 22Q: 3 clusters Score -6006643 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -6006689.000000 Penalty: 5356.974121
	Iteration 23Q: 3 clusters Score -6006689 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -6006724.000000 Penalty: 5356.974121
	Iteration 24Q: 3 clusters Score -6006724 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -6006750.500000 Penalty: 5356.974121
	Iteration 25Q: 3 clusters Score -6006750 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -6006763.500000 Penalty: 5356.974121
	Iteration 26Q: 3 clusters Score -6006764 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -6006820.500000 Penalty: 5356.974121
	Iteration 27Q: 3 clusters Score -6006820 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -6006845.500000 Penalty: 5356.974121
	Iteration 28Q: 3 clusters Score -6006846 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -6006864.500000 Penalty: 5356.974121
	Iteration 29Q: 3 clusters Score -6006864 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -6006885.000000 Penalty: 5356.974121
	Iteration 30Q: 3 clusters Score -6006885 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -6006920.500000 Penalty: 5356.974121
	Iteration 31Q: 3 clusters Score -6006920 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -6006967.000000 Penalty: 5356.974121
	Iteration 32Q: 3 clusters Score -6006967 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -6006992.500000 Penalty: 5356.974121
	Iteration 33Q: 3 clusters Score -6006992 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -6006993.000000 Penalty: 5356.974121
	Iteration 34Q: 3 clusters Score -6006993 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -6007029.000000 Penalty: 5356.974121
	Iteration 35Q: 3 clusters Score -6007029 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -6007049.500000 Penalty: 5356.974121
	Iteration 36Q: 3 clusters Score -6007050 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -6007076.500000 Penalty: 5356.974121
	Iteration 37Q: 3 clusters Score -6007076 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -6007107.500000 Penalty: 5356.974121
	Iteration 38Q: 3 clusters Score -6007108 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -6007109.500000 Penalty: 5356.974121
	Iteration 39Q: 3 clusters Score -6007110 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -6007114.000000 Penalty: 5356.974121
	Iteration 40F: 3 clusters Score -6007114 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -6007131.500000 Penalty: 5356.974121
	Iteration 41Q: 3 clusters Score -6007132 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -6007162.500000 Penalty: 5356.974121
	Iteration 42Q: 3 clusters Score -6007162 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -6007175.500000 Penalty: 5356.974121
	Iteration 43Q: 3 clusters Score -6007176 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -6007189.000000 Penalty: 5356.974121
	Iteration 44Q: 3 clusters Score -6007189 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -6007194.000000 Penalty: 5356.974121
	Iteration 45Q: 3 clusters Score -6007194 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -6007197.500000 Penalty: 5356.974121
	Iteration 46Q: 3 clusters Score -6007198 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -6007220.000000 Penalty: 5356.974121
	Iteration 47Q: 3 clusters Score -6007220 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -6007225.000000 Penalty: 5356.974121
	Iteration 48Q: 3 clusters Score -6007225 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -6007230.500000 Penalty: 5356.974121
	Iteration 49Q: 3 clusters Score -6007230 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -6007227.500000 Penalty: 5356.974121
	Iteration 50Q: 3 clusters Score -6007228 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -6007227.000000 Penalty: 5356.974121
	Iteration 51Q: 3 clusters Score -6007227 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -6007252.000000 Penalty: 5356.974121
	Iteration 52Q: 3 clusters Score -6007252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -6007255.500000 Penalty: 5356.974121
	Iteration 53Q: 3 clusters Score -6007256 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -6007263.500000 Penalty: 5356.974121
	Iteration 54Q: 3 clusters Score -6007264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -6007262.500000 Penalty: 5356.974121
	Iteration 55Q: 3 clusters Score -6007262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -6007267.500000 Penalty: 5356.974121
	Iteration 56Q: 3 clusters Score -6007268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -6007288.000000 Penalty: 5356.974121
	Iteration 57Q: 3 clusters Score -6007288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -6007282.000000 Penalty: 5356.974121
	Iteration 58Q: 3 clusters Score -6007282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -6007295.000000 Penalty: 5356.974121
	Iteration 59Q: 3 clusters Score -6007295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -6007296.000000 Penalty: 5356.974121
	Iteration 60F: 3 clusters Score -6007296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -6007290.000000 Penalty: 5356.974121
	Iteration 61Q: 3 clusters Score -6007290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -6007313.500000 Penalty: 5356.974121
	Iteration 62Q: 3 clusters Score -6007314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -6007301.500000 Penalty: 5356.974121
	Iteration 63Q: 3 clusters Score -6007302 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -6007291.500000 Penalty: 5356.974121
	Iteration 64Q: 3 clusters Score -6007292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -6007289.000000 Penalty: 5356.974121
	Iteration 65Q: 3 clusters Score -6007289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -6007276.500000 Penalty: 5356.974121
	Iteration 66Q: 3 clusters Score -6007276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -6007301.000000 Penalty: 5356.974121
	Iteration 67Q: 3 clusters Score -6007301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -6007294.000000 Penalty: 5356.974121
	Iteration 68Q: 3 clusters Score -6007294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -6007307.000000 Penalty: 5356.974121
	Iteration 69Q: 3 clusters Score -6007307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -6007308.000000 Penalty: 5356.974121
	Iteration 70Q: 3 clusters Score -6007308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -6007316.500000 Penalty: 5356.974121
	Iteration 71Q: 3 clusters Score -6007316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -6007304.000000 Penalty: 5356.974121
	Iteration 72Q: 3 clusters Score -6007304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -6007311.000000 Penalty: 5356.974121
	Iteration 73Q: 3 clusters Score -6007311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -6007315.000000 Penalty: 5356.974121
	Iteration 74Q: 3 clusters Score -6007315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -6007326.000000 Penalty: 5356.974121
	Iteration 75Q: 3 clusters Score -6007326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -6007322.500000 Penalty: 5356.974121
	Iteration 76Q: 3 clusters Score -6007322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -6007330.500000 Penalty: 5356.974121
	Iteration 77Q: 3 clusters Score -6007330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -6007330.500000 Penalty: 5356.974121
	Iteration 78Q: 3 clusters Score -6007330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -6007336.500000 Penalty: 5356.974121
	Iteration 79Q: 3 clusters Score -6007336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -6007333.000000 Penalty: 5356.974121
	Iteration 80F: 3 clusters Score -6007333 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -6007338.000000 Penalty: 5356.974121
	Iteration 81Q: 3 clusters Score -6007338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -6007338.500000 Penalty: 5356.974121
	Iteration 82Q: 3 clusters Score -6007338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -6007343.500000 Penalty: 5356.974121
	Iteration 83Q: 3 clusters Score -6007344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -6007353.000000 Penalty: 5356.974121
	Iteration 84Q: 3 clusters Score -6007353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -6007352.000000 Penalty: 5356.974121
	Iteration 85Q: 3 clusters Score -6007352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -6007350.000000 Penalty: 5356.974121
	Iteration 86Q: 3 clusters Score -6007350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -6007351.000000 Penalty: 5356.974121
	Iteration 87Q: 3 clusters Score -6007351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -6007349.500000 Penalty: 5356.974121
	Iteration 88Q: 3 clusters Score -6007350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -6007347.500000 Penalty: 5356.974121
	Iteration 89Q: 3 clusters Score -6007348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -6007338.500000 Penalty: 5356.974121
	Iteration 90Q: 3 clusters Score -6007338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -6007347.500000 Penalty: 5356.974121
	Iteration 91Q: 3 clusters Score -6007348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -6007348.500000 Penalty: 5356.974121
	Iteration 92Q: 3 clusters Score -6007348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -6007347.500000 Penalty: 5356.974121
	Iteration 93Q: 3 clusters Score -6007348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -6007357.500000 Penalty: 5356.974121
	Iteration 94Q: 3 clusters Score -6007358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -6007353.500000 Penalty: 5356.974121
	Iteration 95Q: 3 clusters Score -6007354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -6007353.500000 Penalty: 5356.974121
	Iteration 96Q: 3 clusters Score -6007354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -6007346.500000 Penalty: 5356.974121
	Iteration 97Q: 3 clusters Score -6007346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -6007349.000000 Penalty: 5356.974121
	Iteration 98Q: 3 clusters Score -6007349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -6007343.000000 Penalty: 5356.974121
	Iteration 99Q: 3 clusters Score -6007343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -6007349.000000 Penalty: 5356.974121
	Iteration 100F: 3 clusters Score -6007349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -6007351.000000 Penalty: 5356.974121
	Iteration 101Q: 3 clusters Score -6007351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -6007345.500000 Penalty: 5356.974121
	Iteration 102Q: 3 clusters Score -6007346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -6007342.500000 Penalty: 5356.974121
	Iteration 103Q: 3 clusters Score -6007342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -6007340.000000 Penalty: 5356.974121
	Iteration 104Q: 3 clusters Score -6007340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -6007340.000000 Penalty: 5356.974121
	Iteration 105F: 3 clusters Score -6007340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -34602.804688 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -34602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33289.480469 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -33289.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33380.253906 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -33380.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33394.855469 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -33394.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33407.652344 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -33407.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33422.429688 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -33422.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33432.789062 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -33432.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33438.031250 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -33438.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33443.242188 Penalty: 2848.529785
	Iteration 7Q: 3 clusters Score -33443.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33444.664062 Penalty: 2848.529785
	Iteration 8Q: 3 clusters Score -33444.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33444.664062 Penalty: 2848.529785
	Iteration 9F: 3 clusters Score -33444.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191374 members 
Mstep: Class 2 contains 89502 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 60878 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42156 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 32524 members 
Mstep: Class 11 contains 10570 members 
Mstep: Class 12 contains 21560 members 
Mstep: Class 13 contains 2663 members 
Mstep: Class 15 contains 17678 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13592 members 
Mstep: Class 19 contains 58898 members 
Mstep: Class 20 contains 13098 members 
Mstep: Class 21 contains 22875 members 
Mstep: Class 22 contains 9011 members 
Mstep: Class 23 contains 6710 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56844 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6031 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249191 members 
Mstep: Class 32 contains 10284 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 252297 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 49038 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148045536.000000 Penalty: 135747.500000
Iteration 159Q: 40 clusters Score -1.480455e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 654 members 
Mstep: Class 1 contains 191317 members 
Mstep: Class 2 contains 89384 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60868 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42140 members 
Mstep: Class 9 contains 306 members 
Mstep: Class 10 contains 32519 members 
Mstep: Class 11 contains 10549 members 
Mstep: Class 12 contains 21556 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 15 contains 17679 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13594 members 
Mstep: Class 19 contains 58785 members 
Mstep: Class 20 contains 13069 members 
Mstep: Class 21 contains 22844 members 
Mstep: Class 22 contains 9014 members 
Mstep: Class 23 contains 6709 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56856 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6041 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249160 members 
Mstep: Class 32 contains 10313 members 
Mstep: Class 33 contains 476 members 
Mstep: Class 34 contains 2278 members 
Mstep: Class 35 contains 251886 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 49829 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148050368.000000 Penalty: 135747.500000
Iteration 160F: 40 clusters Score -1.480504e+08 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 573 members 
Mstep: Class 1 contains 191269 members 
Mstep: Class 2 contains 89256 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60865 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42138 members 
Mstep: Class 9 contains 386 members 
Mstep: Class 10 contains 32502 members 
Mstep: Class 11 contains 10527 members 
Mstep: Class 12 contains 21549 members 
Mstep: Class 13 contains 2661 members 
Mstep: Class 15 contains 17679 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13592 members 
Mstep: Class 19 contains 58667 members 
Mstep: Class 20 contains 13029 members 
Mstep: Class 21 contains 22811 members 
Mstep: Class 22 contains 9010 members 
Mstep: Class 23 contains 6707 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56852 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6045 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249136 members 
Mstep: Class 32 contains 10367 members 
Mstep: Class 33 contains 477 members 
Mstep: Class 34 contains 2279 members 
Mstep: Class 35 contains 251440 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 50671 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148053616.000000 Penalty: 135747.500000
Iteration 161Q: 40 clusters Score -1.480536e+08 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 191215 members 
Mstep: Class 2 contains 89122 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60863 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42130 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 32491 members 
Mstep: Class 11 contains 10502 members 
Mstep: Class 12 contains 21546 members 
Mstep: Class 13 contains 2660 members 
Mstep: Class 15 contains 17679 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13596 members 
Mstep: Class 19 contains 58573 members 
Mstep: Class 20 contains 12997 members 
Mstep: Class 21 contains 22771 members 
Mstep: Class 22 contains 9004 members 
Mstep: Class 23 contains 6706 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56842 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6048 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249124 members 
Mstep: Class 32 contains 10412 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2280 members 
Mstep: Class 35 contains 250976 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 51515 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148054096.000000 Penalty: 135747.500000
Iteration 162Q: 40 clusters Score -1.480541e+08 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 191181 members 
Mstep: Class 2 contains 88988 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1800 members 
Mstep: Class 5 contains 60864 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42122 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 32477 members 
Mstep: Class 11 contains 10483 members 
Mstep: Class 12 contains 21540 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 15 contains 17679 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13601 members 
Mstep: Class 19 contains 58495 members 
Mstep: Class 20 contains 12968 members 
Mstep: Class 21 contains 22744 members 
Mstep: Class 22 contains 9008 members 
Mstep: Class 23 contains 6705 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56813 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6050 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249135 members 
Mstep: Class 32 contains 10450 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2280 members 
Mstep: Class 35 contains 250425 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 52385 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148054320.000000 Penalty: 135747.500000
Iteration 163Q: 40 clusters Score -1.480543e+08 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 191141 members 
Mstep: Class 2 contains 88846 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1800 members 
Mstep: Class 5 contains 60860 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42112 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 32463 members 
Mstep: Class 11 contains 10464 members 
Mstep: Class 12 contains 21530 members 
Mstep: Class 13 contains 2659 members 
Mstep: Class 15 contains 17679 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 58368 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 22708 members 
Mstep: Class 22 contains 9006 members 
Mstep: Class 23 contains 6705 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56791 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6051 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249221 members 
Mstep: Class 32 contains 10490 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2280 members 
Mstep: Class 35 contains 249828 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 53307 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148054144.000000 Penalty: 135747.500000
Iteration 164Q: 40 clusters Score -1.480541e+08 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 191112 members 
Mstep: Class 2 contains 88706 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1801 members 
Mstep: Class 5 contains 60862 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42103 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 32445 members 
Mstep: Class 11 contains 10447 members 
Mstep: Class 12 contains 21525 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 15 contains 17679 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 58230 members 
Mstep: Class 20 contains 12916 members 
Mstep: Class 21 contains 22667 members 
Mstep: Class 22 contains 9010 members 
Mstep: Class 23 contains 6706 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56758 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6053 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249246 members 
Mstep: Class 32 contains 10530 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2281 members 
Mstep: Class 35 contains 249225 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 54287 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148054544.000000 Penalty: 135747.500000
Iteration 165Q: 40 clusters Score -1.480545e+08 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 191075 members 
Mstep: Class 2 contains 88579 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1800 members 
Mstep: Class 5 contains 60859 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42075 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 32434 members 
Mstep: Class 11 contains 10423 members 
Mstep: Class 12 contains 21518 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 15 contains 17680 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13610 members 
Mstep: Class 19 contains 58110 members 
Mstep: Class 20 contains 12878 members 
Mstep: Class 21 contains 22636 members 
Mstep: Class 22 contains 9009 members 
Mstep: Class 23 contains 6702 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56713 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6053 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249213 members 
Mstep: Class 32 contains 10553 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2284 members 
Mstep: Class 35 contains 248696 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 55294 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148054960.000000 Penalty: 135747.500000
Iteration 166Q: 40 clusters Score -1.48055e+08 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 191046 members 
Mstep: Class 2 contains 88460 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1800 members 
Mstep: Class 5 contains 60861 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42062 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 32423 members 
Mstep: Class 11 contains 10402 members 
Mstep: Class 12 contains 21508 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 15 contains 17682 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13616 members 
Mstep: Class 19 contains 57993 members 
Mstep: Class 20 contains 12836 members 
Mstep: Class 21 contains 22603 members 
Mstep: Class 22 contains 9008 members 
Mstep: Class 23 contains 6701 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56683 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6056 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249184 members 
Mstep: Class 32 contains 10566 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2285 members 
Mstep: Class 35 contains 248088 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 56332 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148055520.000000 Penalty: 135747.500000
Iteration 167Q: 40 clusters Score -1.480555e+08 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 190981 members 
Mstep: Class 2 contains 88334 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1800 members 
Mstep: Class 5 contains 60863 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42058 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 32417 members 
Mstep: Class 11 contains 10377 members 
Mstep: Class 12 contains 21496 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 15 contains 17683 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13619 members 
Mstep: Class 19 contains 57861 members 
Mstep: Class 20 contains 12778 members 
Mstep: Class 21 contains 22586 members 
Mstep: Class 22 contains 9012 members 
Mstep: Class 23 contains 6702 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56655 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6057 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249155 members 
Mstep: Class 32 contains 10591 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2286 members 
Mstep: Class 35 contains 247505 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 57379 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148055920.000000 Penalty: 135747.500000
Iteration 168Q: 40 clusters Score -1.480559e+08 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 190908 members 
Mstep: Class 2 contains 88223 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1800 members 
Mstep: Class 5 contains 60855 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42054 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 32404 members 
Mstep: Class 11 contains 10346 members 
Mstep: Class 12 contains 21483 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 15 contains 17683 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13619 members 
Mstep: Class 19 contains 57757 members 
Mstep: Class 20 contains 12738 members 
Mstep: Class 21 contains 22547 members 
Mstep: Class 22 contains 9019 members 
Mstep: Class 23 contains 6702 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56623 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6057 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 249045 members 
Mstep: Class 32 contains 10607 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2287 members 
Mstep: Class 35 contains 246966 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 58472 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148056048.000000 Penalty: 135747.500000
Iteration 169Q: 40 clusters Score -1.48056e+08 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 190866 members 
Mstep: Class 2 contains 88073 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1800 members 
Mstep: Class 5 contains 60858 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42033 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 32405 members 
Mstep: Class 11 contains 10324 members 
Mstep: Class 12 contains 21469 members 
Mstep: Class 13 contains 2657 members 
Mstep: Class 15 contains 17683 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13620 members 
Mstep: Class 19 contains 57663 members 
Mstep: Class 20 contains 12700 members 
Mstep: Class 21 contains 22508 members 
Mstep: Class 22 contains 9016 members 
Mstep: Class 23 contains 6703 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56587 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6057 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248922 members 
Mstep: Class 32 contains 10617 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2288 members 
Mstep: Class 35 contains 246436 members 
Mstep: Class 36 contains 1547 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 59566 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148056064.000000 Penalty: 135747.500000
Iteration 170Q: 40 clusters Score -1.480561e+08 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 190823 members 
Mstep: Class 2 contains 87937 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60856 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 42011 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 32403 members 
Mstep: Class 11 contains 10305 members 
Mstep: Class 12 contains 21458 members 
Mstep: Class 13 contains 2656 members 
Mstep: Class 15 contains 17685 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13627 members 
Mstep: Class 19 contains 57536 members 
Mstep: Class 20 contains 12657 members 
Mstep: Class 21 contains 22484 members 
Mstep: Class 22 contains 9017 members 
Mstep: Class 23 contains 6705 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56545 members 
Mstep: Class 27 contains 2078 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6055 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248780 members 
Mstep: Class 32 contains 10641 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2287 members 
Mstep: Class 35 contains 245898 members 
Mstep: Class 36 contains 1548 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 60684 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148056176.000000 Penalty: 135747.500000
Iteration 171Q: 40 clusters Score -1.480562e+08 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 190813 members 
Mstep: Class 2 contains 87796 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60857 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41996 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 32394 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 21446 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 15 contains 17684 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13637 members 
Mstep: Class 19 contains 57436 members 
Mstep: Class 20 contains 12611 members 
Mstep: Class 21 contains 22452 members 
Mstep: Class 22 contains 9015 members 
Mstep: Class 23 contains 6706 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56507 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6056 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248557 members 
Mstep: Class 32 contains 10657 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2288 members 
Mstep: Class 35 contains 245418 members 
Mstep: Class 36 contains 1548 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 61783 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148056256.000000 Penalty: 135747.500000
Iteration 172Q: 40 clusters Score -1.480563e+08 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 190804 members 
Mstep: Class 2 contains 87669 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60856 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41979 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 32385 members 
Mstep: Class 11 contains 10273 members 
Mstep: Class 12 contains 21442 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 15 contains 17684 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13639 members 
Mstep: Class 19 contains 57342 members 
Mstep: Class 20 contains 12571 members 
Mstep: Class 21 contains 22410 members 
Mstep: Class 22 contains 9020 members 
Mstep: Class 23 contains 6707 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56462 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6052 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248354 members 
Mstep: Class 32 contains 10671 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2289 members 
Mstep: Class 35 contains 244873 members 
Mstep: Class 36 contains 1548 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 62915 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148056416.000000 Penalty: 135747.500000
Iteration 173Q: 40 clusters Score -1.480564e+08 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 190790 members 
Mstep: Class 2 contains 87562 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60861 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41967 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 32377 members 
Mstep: Class 11 contains 10255 members 
Mstep: Class 12 contains 21436 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 15 contains 17683 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13637 members 
Mstep: Class 19 contains 57259 members 
Mstep: Class 20 contains 12533 members 
Mstep: Class 21 contains 22373 members 
Mstep: Class 22 contains 9022 members 
Mstep: Class 23 contains 6706 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56406 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6053 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248185 members 
Mstep: Class 32 contains 10696 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2291 members 
Mstep: Class 35 contains 244271 members 
Mstep: Class 36 contains 1548 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 64037 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148056528.000000 Penalty: 135747.500000
Iteration 174Q: 40 clusters Score -1.480565e+08 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 190774 members 
Mstep: Class 2 contains 87449 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60865 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41965 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 32358 members 
Mstep: Class 11 contains 10242 members 
Mstep: Class 12 contains 21430 members 
Mstep: Class 13 contains 2653 members 
Mstep: Class 15 contains 17683 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13638 members 
Mstep: Class 19 contains 57193 members 
Mstep: Class 20 contains 12485 members 
Mstep: Class 21 contains 22347 members 
Mstep: Class 22 contains 9019 members 
Mstep: Class 23 contains 6707 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56322 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6053 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248085 members 
Mstep: Class 32 contains 10709 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2293 members 
Mstep: Class 35 contains 243687 members 
Mstep: Class 36 contains 1549 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 65096 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057008.000000 Penalty: 135747.500000
Iteration 175Q: 40 clusters Score -1.48057e+08 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 190745 members 
Mstep: Class 2 contains 87345 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60859 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41956 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 32339 members 
Mstep: Class 11 contains 10225 members 
Mstep: Class 12 contains 21423 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 15 contains 17683 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13642 members 
Mstep: Class 19 contains 57133 members 
Mstep: Class 20 contains 12437 members 
Mstep: Class 21 contains 22308 members 
Mstep: Class 22 contains 9015 members 
Mstep: Class 23 contains 6709 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56241 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3096 members 
Mstep: Class 29 contains 6057 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248030 members 
Mstep: Class 32 contains 10718 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2294 members 
Mstep: Class 35 contains 243076 members 
Mstep: Class 36 contains 1549 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 66166 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148056928.000000 Penalty: 135747.500000
Iteration 176Q: 40 clusters Score -1.480569e+08 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 190748 members 
Mstep: Class 2 contains 87235 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 60855 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41946 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 32324 members 
Mstep: Class 11 contains 10208 members 
Mstep: Class 12 contains 21415 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 15 contains 17683 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13640 members 
Mstep: Class 19 contains 57039 members 
Mstep: Class 20 contains 12401 members 
Mstep: Class 21 contains 22262 members 
Mstep: Class 22 contains 9014 members 
Mstep: Class 23 contains 6715 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56146 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 6056 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248045 members 
Mstep: Class 32 contains 10715 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2295 members 
Mstep: Class 35 contains 242387 members 
Mstep: Class 36 contains 1549 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 67271 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057232.000000 Penalty: 135747.500000
Iteration 177Q: 40 clusters Score -1.480572e+08 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 190758 members 
Mstep: Class 2 contains 87110 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1798 members 
Mstep: Class 5 contains 60854 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41940 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 32312 members 
Mstep: Class 11 contains 10191 members 
Mstep: Class 12 contains 21413 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 15 contains 17683 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13638 members 
Mstep: Class 19 contains 56968 members 
Mstep: Class 20 contains 12369 members 
Mstep: Class 21 contains 22224 members 
Mstep: Class 22 contains 9014 members 
Mstep: Class 23 contains 6717 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 56048 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 6057 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 247992 members 
Mstep: Class 32 contains 10716 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2296 members 
Mstep: Class 35 contains 241735 members 
Mstep: Class 36 contains 1549 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 68365 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057952.000000 Penalty: 135747.500000
Iteration 178Q: 40 clusters Score -1.48058e+08 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 190763 members 
Mstep: Class 2 contains 86992 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60851 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41932 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 32307 members 
Mstep: Class 11 contains 10171 members 
Mstep: Class 12 contains 21405 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 15 contains 17683 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13636 members 
Mstep: Class 19 contains 56892 members 
Mstep: Class 20 contains 12353 members 
Mstep: Class 21 contains 22168 members 
Mstep: Class 22 contains 9014 members 
Mstep: Class 23 contains 6716 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55977 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 6057 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248047 members 
Mstep: Class 32 contains 10696 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2297 members 
Mstep: Class 35 contains 240935 members 
Mstep: Class 36 contains 1549 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 69506 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148058304.000000 Penalty: 135747.500000
Iteration 179Q: 40 clusters Score -1.480583e+08 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 566 members 
Mstep: Class 1 contains 190776 members 
Mstep: Class 2 contains 86870 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60841 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41925 members 
Mstep: Class 9 contains 384 members 
Mstep: Class 10 contains 32300 members 
Mstep: Class 11 contains 10151 members 
Mstep: Class 12 contains 21395 members 
Mstep: Class 13 contains 2652 members 
Mstep: Class 15 contains 17683 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13638 members 
Mstep: Class 19 contains 56820 members 
Mstep: Class 20 contains 12325 members 
Mstep: Class 21 contains 22107 members 
Mstep: Class 22 contains 9016 members 
Mstep: Class 23 contains 6718 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55918 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 6058 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248153 members 
Mstep: Class 32 contains 10667 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 2297 members 
Mstep: Class 35 contains 240102 members 
Mstep: Class 36 contains 1549 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 70636 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148061840.000000 Penalty: 135747.500000
Iteration 180F: 40 clusters Score -1.480618e+08 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 190805 members 
Mstep: Class 2 contains 86748 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60836 members 
Mstep: Class 6 contains 3307 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41911 members 
Mstep: Class 9 contains 432 members 
Mstep: Class 10 contains 32299 members 
Mstep: Class 11 contains 10135 members 
Mstep: Class 12 contains 21391 members 
Mstep: Class 13 contains 2651 members 
Mstep: Class 15 contains 17684 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13643 members 
Mstep: Class 19 contains 56729 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 22045 members 
Mstep: Class 22 contains 9016 members 
Mstep: Class 23 contains 6722 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55866 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 6061 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248279 members 
Mstep: Class 32 contains 10637 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 2298 members 
Mstep: Class 35 contains 239282 members 
Mstep: Class 36 contains 1549 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 71712 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148063520.000000 Penalty: 135747.500000
Iteration 181Q: 40 clusters Score -1.480635e+08 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 190869 members 
Mstep: Class 2 contains 86628 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60828 members 
Mstep: Class 6 contains 3307 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41892 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32294 members 
Mstep: Class 11 contains 10112 members 
Mstep: Class 12 contains 21384 members 
Mstep: Class 13 contains 2651 members 
Mstep: Class 15 contains 17684 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13643 members 
Mstep: Class 19 contains 56669 members 
Mstep: Class 20 contains 12267 members 
Mstep: Class 21 contains 21978 members 
Mstep: Class 22 contains 9014 members 
Mstep: Class 23 contains 6722 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55802 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 6063 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248458 members 
Mstep: Class 32 contains 10619 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2300 members 
Mstep: Class 35 contains 238407 members 
Mstep: Class 36 contains 1549 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 72762 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148063808.000000 Penalty: 135747.500000
Iteration 182Q: 40 clusters Score -1.480638e+08 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 190943 members 
Mstep: Class 2 contains 86494 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1800 members 
Mstep: Class 5 contains 60827 members 
Mstep: Class 6 contains 3308 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41879 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32298 members 
Mstep: Class 11 contains 10097 members 
Mstep: Class 12 contains 21379 members 
Mstep: Class 13 contains 2650 members 
Mstep: Class 15 contains 17685 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13642 members 
Mstep: Class 19 contains 56583 members 
Mstep: Class 20 contains 12233 members 
Mstep: Class 21 contains 21904 members 
Mstep: Class 22 contains 9011 members 
Mstep: Class 23 contains 6725 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55746 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 6064 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248632 members 
Mstep: Class 32 contains 10602 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2302 members 
Mstep: Class 35 contains 237555 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 73792 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148063888.000000 Penalty: 135747.500000
Iteration 183Q: 40 clusters Score -1.480639e+08 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191009 members 
Mstep: Class 2 contains 86336 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60824 members 
Mstep: Class 6 contains 3309 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41872 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32299 members 
Mstep: Class 11 contains 10076 members 
Mstep: Class 12 contains 21370 members 
Mstep: Class 13 contains 2651 members 
Mstep: Class 15 contains 17686 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 56541 members 
Mstep: Class 20 contains 12196 members 
Mstep: Class 21 contains 21847 members 
Mstep: Class 22 contains 9004 members 
Mstep: Class 23 contains 6725 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55694 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 6066 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248744 members 
Mstep: Class 32 contains 10594 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 236761 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 74800 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148064048.000000 Penalty: 135747.500000
Iteration 184Q: 40 clusters Score -1.48064e+08 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191068 members 
Mstep: Class 2 contains 86198 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60818 members 
Mstep: Class 6 contains 3308 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41860 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32304 members 
Mstep: Class 11 contains 10047 members 
Mstep: Class 12 contains 21363 members 
Mstep: Class 13 contains 2651 members 
Mstep: Class 15 contains 17686 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13647 members 
Mstep: Class 19 contains 56510 members 
Mstep: Class 20 contains 12177 members 
Mstep: Class 21 contains 21803 members 
Mstep: Class 22 contains 8996 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55641 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 6066 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248810 members 
Mstep: Class 32 contains 10599 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2305 members 
Mstep: Class 35 contains 235953 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 75815 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148064608.000000 Penalty: 135747.500000
Iteration 185Q: 40 clusters Score -1.480646e+08 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191119 members 
Mstep: Class 2 contains 86046 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60806 members 
Mstep: Class 6 contains 3309 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41850 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32309 members 
Mstep: Class 11 contains 10014 members 
Mstep: Class 12 contains 21354 members 
Mstep: Class 13 contains 2651 members 
Mstep: Class 15 contains 17686 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13653 members 
Mstep: Class 19 contains 56447 members 
Mstep: Class 20 contains 12143 members 
Mstep: Class 21 contains 21752 members 
Mstep: Class 22 contains 8993 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55596 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3097 members 
Mstep: Class 29 contains 6072 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248815 members 
Mstep: Class 32 contains 10586 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 2305 members 
Mstep: Class 35 contains 235280 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 76837 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148065184.000000 Penalty: 135747.500000
Iteration 186Q: 40 clusters Score -1.480652e+08 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191177 members 
Mstep: Class 2 contains 85867 members 
Mstep: Class 3 contains 2452 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60800 members 
Mstep: Class 6 contains 3311 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41833 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32316 members 
Mstep: Class 11 contains 9985 members 
Mstep: Class 12 contains 21353 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 15 contains 17687 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13656 members 
Mstep: Class 19 contains 56402 members 
Mstep: Class 20 contains 12124 members 
Mstep: Class 21 contains 21692 members 
Mstep: Class 22 contains 8986 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 4684 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55559 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 6079 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248809 members 
Mstep: Class 32 contains 10570 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 234612 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 77853 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148065952.000000 Penalty: 135747.500000
Iteration 187Q: 40 clusters Score -1.48066e+08 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191227 members 
Mstep: Class 2 contains 85670 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60792 members 
Mstep: Class 6 contains 3311 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41831 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32311 members 
Mstep: Class 11 contains 9958 members 
Mstep: Class 12 contains 21351 members 
Mstep: Class 13 contains 2647 members 
Mstep: Class 15 contains 17688 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13653 members 
Mstep: Class 19 contains 56353 members 
Mstep: Class 20 contains 12093 members 
Mstep: Class 21 contains 21632 members 
Mstep: Class 22 contains 8988 members 
Mstep: Class 23 contains 6733 members 
Mstep: Class 24 contains 4684 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55497 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 6081 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248734 members 
Mstep: Class 32 contains 10552 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 234023 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 78924 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148066096.000000 Penalty: 135747.500000
Iteration 188Q: 40 clusters Score -1.480661e+08 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191270 members 
Mstep: Class 2 contains 85498 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60791 members 
Mstep: Class 6 contains 3311 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41815 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32312 members 
Mstep: Class 11 contains 9920 members 
Mstep: Class 12 contains 21353 members 
Mstep: Class 13 contains 2647 members 
Mstep: Class 15 contains 17690 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13655 members 
Mstep: Class 19 contains 56292 members 
Mstep: Class 20 contains 12066 members 
Mstep: Class 21 contains 21550 members 
Mstep: Class 22 contains 8989 members 
Mstep: Class 23 contains 6734 members 
Mstep: Class 24 contains 4684 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55447 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248595 members 
Mstep: Class 32 contains 10531 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 233480 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 80021 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148066272.000000 Penalty: 135747.500000
Iteration 189Q: 40 clusters Score -1.480663e+08 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191313 members 
Mstep: Class 2 contains 85328 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 1799 members 
Mstep: Class 5 contains 60793 members 
Mstep: Class 6 contains 3311 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41798 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32316 members 
Mstep: Class 11 contains 9891 members 
Mstep: Class 12 contains 21353 members 
Mstep: Class 13 contains 2647 members 
Mstep: Class 15 contains 17691 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13658 members 
Mstep: Class 19 contains 56228 members 
Mstep: Class 20 contains 12034 members 
Mstep: Class 21 contains 21481 members 
Mstep: Class 22 contains 8985 members 
Mstep: Class 23 contains 6735 members 
Mstep: Class 24 contains 4684 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55410 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3099 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248440 members 
Mstep: Class 32 contains 10530 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 232993 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 81029 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148066640.000000 Penalty: 135747.500000
Iteration 190Q: 40 clusters Score -1.480666e+08 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191375 members 
Mstep: Class 2 contains 85169 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 1801 members 
Mstep: Class 5 contains 60791 members 
Mstep: Class 6 contains 3311 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41783 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32324 members 
Mstep: Class 11 contains 9863 members 
Mstep: Class 12 contains 21354 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 15 contains 17694 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13655 members 
Mstep: Class 19 contains 56151 members 
Mstep: Class 20 contains 12005 members 
Mstep: Class 21 contains 21401 members 
Mstep: Class 22 contains 8981 members 
Mstep: Class 23 contains 6733 members 
Mstep: Class 24 contains 4684 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55367 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 248176 members 
Mstep: Class 32 contains 10534 members 
Mstep: Class 33 contains 487 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 232552 members 
Mstep: Class 36 contains 1551 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 82098 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148066960.000000 Penalty: 135747.500000
Iteration 191Q: 40 clusters Score -1.48067e+08 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191480 members 
Mstep: Class 2 contains 85027 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 1801 members 
Mstep: Class 5 contains 60790 members 
Mstep: Class 6 contains 3311 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41760 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32329 members 
Mstep: Class 11 contains 9841 members 
Mstep: Class 12 contains 21354 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 15 contains 17697 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13657 members 
Mstep: Class 19 contains 56076 members 
Mstep: Class 20 contains 11990 members 
Mstep: Class 21 contains 21323 members 
Mstep: Class 22 contains 8979 members 
Mstep: Class 23 contains 6738 members 
Mstep: Class 24 contains 4684 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55311 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 247932 members 
Mstep: Class 32 contains 10538 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 232062 members 
Mstep: Class 36 contains 1551 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 83124 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148067264.000000 Penalty: 135747.500000
Iteration 192Q: 40 clusters Score -1.480673e+08 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191557 members 
Mstep: Class 2 contains 84859 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 1802 members 
Mstep: Class 5 contains 60786 members 
Mstep: Class 6 contains 3311 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41744 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32331 members 
Mstep: Class 11 contains 9818 members 
Mstep: Class 12 contains 21352 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 15 contains 17701 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13664 members 
Mstep: Class 19 contains 56010 members 
Mstep: Class 20 contains 11970 members 
Mstep: Class 21 contains 21256 members 
Mstep: Class 22 contains 8974 members 
Mstep: Class 23 contains 6739 members 
Mstep: Class 24 contains 4684 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55254 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 247685 members 
Mstep: Class 32 contains 10548 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 231627 members 
Mstep: Class 36 contains 1551 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 84133 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148067232.000000 Penalty: 135747.500000
Iteration 193Q: 40 clusters Score -1.480672e+08 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191645 members 
Mstep: Class 2 contains 84728 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60780 members 
Mstep: Class 6 contains 3311 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41722 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32333 members 
Mstep: Class 11 contains 9793 members 
Mstep: Class 12 contains 21351 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 15 contains 17703 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13667 members 
Mstep: Class 19 contains 55936 members 
Mstep: Class 20 contains 11952 members 
Mstep: Class 21 contains 21184 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6738 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55209 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 6083 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 247396 members 
Mstep: Class 32 contains 10565 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 231196 members 
Mstep: Class 36 contains 1551 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 85145 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148067296.000000 Penalty: 135747.500000
Iteration 194Q: 40 clusters Score -1.480673e+08 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191679 members 
Mstep: Class 2 contains 84580 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60774 members 
Mstep: Class 6 contains 3311 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41699 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32324 members 
Mstep: Class 11 contains 9761 members 
Mstep: Class 12 contains 21349 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 15 contains 17704 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13670 members 
Mstep: Class 19 contains 55895 members 
Mstep: Class 20 contains 11925 members 
Mstep: Class 21 contains 21109 members 
Mstep: Class 22 contains 8967 members 
Mstep: Class 23 contains 6737 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55183 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 6081 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 247124 members 
Mstep: Class 32 contains 10596 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 230828 members 
Mstep: Class 36 contains 1551 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 86109 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148067664.000000 Penalty: 135747.500000
Iteration 195Q: 40 clusters Score -1.480677e+08 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191708 members 
Mstep: Class 2 contains 84432 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60761 members 
Mstep: Class 6 contains 3311 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41688 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32327 members 
Mstep: Class 11 contains 9734 members 
Mstep: Class 12 contains 21348 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 15 contains 17704 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13671 members 
Mstep: Class 19 contains 55836 members 
Mstep: Class 20 contains 11910 members 
Mstep: Class 21 contains 21056 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6735 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55147 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 246895 members 
Mstep: Class 32 contains 10595 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2304 members 
Mstep: Class 35 contains 230442 members 
Mstep: Class 36 contains 1551 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 87055 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148067904.000000 Penalty: 135747.500000
Iteration 196Q: 40 clusters Score -1.480679e+08 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191700 members 
Mstep: Class 2 contains 84313 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60755 members 
Mstep: Class 6 contains 3311 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41666 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32324 members 
Mstep: Class 11 contains 9709 members 
Mstep: Class 12 contains 21356 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 15 contains 17705 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13666 members 
Mstep: Class 19 contains 55790 members 
Mstep: Class 20 contains 11898 members 
Mstep: Class 21 contains 21007 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 6735 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55108 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 6083 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 246610 members 
Mstep: Class 32 contains 10594 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2305 members 
Mstep: Class 35 contains 230077 members 
Mstep: Class 36 contains 1551 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 88035 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148068288.000000 Penalty: 135747.500000
Iteration 197Q: 40 clusters Score -1.480683e+08 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191695 members 
Mstep: Class 2 contains 84210 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60752 members 
Mstep: Class 6 contains 3310 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41652 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32328 members 
Mstep: Class 11 contains 9688 members 
Mstep: Class 12 contains 21359 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 15 contains 17707 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13667 members 
Mstep: Class 19 contains 55754 members 
Mstep: Class 20 contains 11885 members 
Mstep: Class 21 contains 20962 members 
Mstep: Class 22 contains 8965 members 
Mstep: Class 23 contains 6735 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55077 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 6082 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 246234 members 
Mstep: Class 32 contains 10572 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2306 members 
Mstep: Class 35 contains 229777 members 
Mstep: Class 36 contains 1551 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 88992 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148068256.000000 Penalty: 135747.500000
Iteration 198Q: 40 clusters Score -1.480683e+08 nChanged 2608
Entering ConstructFrom: 
Score: -148068256.000000 Penalty: 135747.500000
Entering ConstructFrom: 
Trying to split cluster 1 (191663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191663 members 
Entering Unmasked Estep 
Score: -23268658.000000 Penalty: 3016.546631
	Iteration 0F: 2 clusters Score -2.326866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95663 members 
Mstep: Class 2 contains 96000 members 
Entering Unmasked Estep 
Score: -23141948.000000 Penalty: 6033.093262
	Iteration 0F: 3 clusters Score -2.314195e+07 nChanged 92180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92465 members 
Mstep: Class 2 contains 99198 members 
Entering Unmasked Estep 
Score: -23196448.000000 Penalty: 6033.093262
	Iteration 1F: 3 clusters Score -2.319645e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90804 members 
Mstep: Class 2 contains 100859 members 
Entering Unmasked Estep 
Score: -23197556.000000 Penalty: 6033.093262
	Iteration 2Q: 3 clusters Score -2.319756e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88245 members 
Mstep: Class 2 contains 103418 members 
Entering Unmasked Estep 
Score: -23199144.000000 Penalty: 6033.093262
	Iteration 3Q: 3 clusters Score -2.319914e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84497 members 
Mstep: Class 2 contains 107166 members 
Entering Unmasked Estep 
Score: -23201174.000000 Penalty: 6033.093262
	Iteration 4Q: 3 clusters Score -2.320117e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 112719 members 
Entering Unmasked Estep 
Score: -23204464.000000 Penalty: 6033.093262
	Iteration 5Q: 3 clusters Score -2.320446e+07 nChanged 9694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71218 members 
Mstep: Class 2 contains 120445 members 
Entering Unmasked Estep 
Score: -23209938.000000 Penalty: 6033.093262
	Iteration 6F: 3 clusters Score -2.320994e+07 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61217 members 
Mstep: Class 2 contains 130446 members 
Entering Unmasked Estep 
Score: -23218034.000000 Penalty: 6033.093262
	Iteration 7F: 3 clusters Score -2.321803e+07 nChanged 12551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 141573 members 
Entering Unmasked Estep 
Score: -23228134.000000 Penalty: 6033.093262
	Iteration 8F: 3 clusters Score -2.322813e+07 nChanged 11583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 151658 members 
Entering Unmasked Estep 
Score: -23238042.000000 Penalty: 6033.093262
	Iteration 9F: 3 clusters Score -2.323804e+07 nChanged 9282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 159562 members 
Entering Unmasked Estep 
Score: -23245050.000000 Penalty: 6033.093262
	Iteration 10Q: 3 clusters Score -2.324505e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 165604 members 
Entering Unmasked Estep 
Score: -23249358.000000 Penalty: 6033.093262
	Iteration 11Q: 3 clusters Score -2.324936e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 170436 members 
Entering Unmasked Estep 
Score: -23252772.000000 Penalty: 6033.093262
	Iteration 12Q: 3 clusters Score -2.325277e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 174561 members 
Entering Unmasked Estep 
Score: -23255238.000000 Penalty: 6033.093262
	Iteration 13Q: 3 clusters Score -2.325524e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 178269 members 
Entering Unmasked Estep 
Score: -23257542.000000 Penalty: 6033.093262
	Iteration 14Q: 3 clusters Score -2.325754e+07 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 181397 members 
Entering Unmasked Estep 
Score: -23259334.000000 Penalty: 6033.093262
	Iteration 15Q: 3 clusters Score -2.325933e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 184073 members 
Entering Unmasked Estep 
Score: -23261144.000000 Penalty: 6033.093262
	Iteration 16Q: 3 clusters Score -2.326114e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 186310 members 
Entering Unmasked Estep 
Score: -23262740.000000 Penalty: 6033.093262
	Iteration 17Q: 3 clusters Score -2.326274e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 187957 members 
Entering Unmasked Estep 
Score: -23263928.000000 Penalty: 6033.093262
	Iteration 18Q: 3 clusters Score -2.326393e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 189083 members 
Entering Unmasked Estep 
Score: -23264616.000000 Penalty: 6033.093262
	Iteration 19Q: 3 clusters Score -2.326462e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 189816 members 
Entering Unmasked Estep 
Score: -23265164.000000 Penalty: 6033.093262
	Iteration 20F: 3 clusters Score -2.326516e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 190230 members 
Entering Unmasked Estep 
Score: -23265424.000000 Penalty: 6033.093262
	Iteration 21Q: 3 clusters Score -2.326542e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 190487 members 
Entering Unmasked Estep 
Score: -23265582.000000 Penalty: 6033.093262
	Iteration 22Q: 3 clusters Score -2.326558e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 190647 members 
Entering Unmasked Estep 
Score: -23265662.000000 Penalty: 6033.093262
	Iteration 23Q: 3 clusters Score -2.326566e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 190753 members 
Entering Unmasked Estep 
Score: -23265772.000000 Penalty: 6033.093262
	Iteration 24Q: 3 clusters Score -2.326577e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 190837 members 
Entering Unmasked Estep 
Score: -23265836.000000 Penalty: 6033.093262
	Iteration 25Q: 3 clusters Score -2.326584e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 190884 members 
Entering Unmasked Estep 
Score: -23265858.000000 Penalty: 6033.093262
	Iteration 26Q: 3 clusters Score -2.326586e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 190927 members 
Entering Unmasked Estep 
Score: -23265926.000000 Penalty: 6033.093262
	Iteration 27Q: 3 clusters Score -2.326593e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 190955 members 
Entering Unmasked Estep 
Score: -23265958.000000 Penalty: 6033.093262
	Iteration 28Q: 3 clusters Score -2.326596e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 190980 members 
Entering Unmasked Estep 
Score: -23265970.000000 Penalty: 6033.093262
	Iteration 29Q: 3 clusters Score -2.326597e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 190996 members 
Entering Unmasked Estep 
Score: -23265974.000000 Penalty: 6033.093262
	Iteration 30Q: 3 clusters Score -2.326597e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 191010 members 
Entering Unmasked Estep 
Score: -23265978.000000 Penalty: 6033.093262
	Iteration 31Q: 3 clusters Score -2.326598e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 191023 members 
Entering Unmasked Estep 
Score: -23266010.000000 Penalty: 6033.093262
	Iteration 32Q: 3 clusters Score -2.326601e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 191037 members 
Entering Unmasked Estep 
Score: -23266032.000000 Penalty: 6033.093262
	Iteration 33Q: 3 clusters Score -2.326603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 191050 members 
Entering Unmasked Estep 
Score: -23266058.000000 Penalty: 6033.093262
	Iteration 34Q: 3 clusters Score -2.326606e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 191063 members 
Entering Unmasked Estep 
Score: -23266074.000000 Penalty: 6033.093262
	Iteration 35Q: 3 clusters Score -2.326607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 191072 members 
Entering Unmasked Estep 
Score: -23266090.000000 Penalty: 6033.093262
	Iteration 36Q: 3 clusters Score -2.326609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 191081 members 
Entering Unmasked Estep 
Score: -23266094.000000 Penalty: 6033.093262
	Iteration 37Q: 3 clusters Score -2.326609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 191084 members 
Entering Unmasked Estep 
Score: -23266096.000000 Penalty: 6033.093262
	Iteration 38Q: 3 clusters Score -2.32661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 191085 members 
Entering Unmasked Estep 
Score: -23266100.000000 Penalty: 6033.093262
	Iteration 39Q: 3 clusters Score -2.32661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 191091 members 
Entering Unmasked Estep 
Score: -23266102.000000 Penalty: 6033.093262
	Iteration 40F: 3 clusters Score -2.32661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 191094 members 
Entering Unmasked Estep 
Score: -23266104.000000 Penalty: 6033.093262
	Iteration 41Q: 3 clusters Score -2.32661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 191097 members 
Entering Unmasked Estep 
Score: -23266104.000000 Penalty: 6033.093262
	Iteration 42Q: 3 clusters Score -2.32661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 191101 members 
Entering Unmasked Estep 
Score: -23266106.000000 Penalty: 6033.093262
	Iteration 43Q: 3 clusters Score -2.326611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 191103 members 
Entering Unmasked Estep 
Score: -23266102.000000 Penalty: 6033.093262
	Iteration 44Q: 3 clusters Score -2.32661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 191104 members 
Entering Unmasked Estep 
Score: -23266116.000000 Penalty: 6033.093262
	Iteration 45Q: 3 clusters Score -2.326612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 191105 members 
Entering Unmasked Estep 
Score: -23266114.000000 Penalty: 6033.093262
	Iteration 46Q: 3 clusters Score -2.326611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 191108 members 
Entering Unmasked Estep 
Score: -23266112.000000 Penalty: 6033.093262
	Iteration 47Q: 3 clusters Score -2.326611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 191109 members 
Entering Unmasked Estep 
Score: -23266112.000000 Penalty: 6033.093262
	Iteration 48Q: 3 clusters Score -2.326611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 191109 members 
Entering Unmasked Estep 
Score: -23266112.000000 Penalty: 6033.093262
	Iteration 49F: 3 clusters Score -2.326611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (84111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84111 members 
Entering Unmasked Estep 
Score: -10179209.000000 Penalty: 2812.293213
	Iteration 0F: 2 clusters Score -1.017921e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -10122908.000000 Penalty: 5624.586426
	Iteration 0F: 3 clusters Score -1.012291e+07 nChanged 39401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -10145125.000000 Penalty: 5624.586426
	Iteration 1F: 3 clusters Score -1.014512e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -10145737.000000 Penalty: 5624.586426
	Iteration 2Q: 3 clusters Score -1.014574e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -10146459.000000 Penalty: 5624.586426
	Iteration 3Q: 3 clusters Score -1.014646e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -10147387.000000 Penalty: 5624.586426
	Iteration 4Q: 3 clusters Score -1.014739e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -10149044.000000 Penalty: 5624.586426
	Iteration 5Q: 3 clusters Score -1.014904e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 56944 members 
Entering Unmasked Estep 
Score: -10151949.000000 Penalty: 5624.586426
	Iteration 6F: 3 clusters Score -1.015195e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 63302 members 
Entering Unmasked Estep 
Score: -10156818.000000 Penalty: 5624.586426
	Iteration 7F: 3 clusters Score -1.015682e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 70640 members 
Entering Unmasked Estep 
Score: -10163587.000000 Penalty: 5624.586426
	Iteration 8F: 3 clusters Score -1.016359e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -10170055.000000 Penalty: 5624.586426
	Iteration 9F: 3 clusters Score -1.017006e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 81308 members 
Entering Unmasked Estep 
Score: -10174001.000000 Penalty: 5624.586426
	Iteration 10Q: 3 clusters Score -1.0174e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 83105 members 
Entering Unmasked Estep 
Score: -10175739.000000 Penalty: 5624.586426
	Iteration 11Q: 3 clusters Score -1.017574e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 83697 members 
Entering Unmasked Estep 
Score: -10176314.000000 Penalty: 5624.586426
	Iteration 12Q: 3 clusters Score -1.017631e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 83830 members 
Entering Unmasked Estep 
Score: -10176516.000000 Penalty: 5624.586426
	Iteration 13Q: 3 clusters Score -1.017652e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 83874 members 
Entering Unmasked Estep 
Score: -10176621.000000 Penalty: 5624.586426
	Iteration 14Q: 3 clusters Score -1.017662e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 83890 members 
Entering Unmasked Estep 
Score: -10176655.000000 Penalty: 5624.586426
	Iteration 15Q: 3 clusters Score -1.017666e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 83896 members 
Entering Unmasked Estep 
Score: -10176689.000000 Penalty: 5624.586426
	Iteration 16Q: 3 clusters Score -1.017669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 83902 members 
Entering Unmasked Estep 
Score: -10176685.000000 Penalty: 5624.586426
	Iteration 17Q: 3 clusters Score -1.017668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 83906 members 
Entering Unmasked Estep 
Score: -10176697.000000 Penalty: 5624.586426
	Iteration 18Q: 3 clusters Score -1.01767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 83911 members 
Entering Unmasked Estep 
Score: -10176705.000000 Penalty: 5624.586426
	Iteration 19Q: 3 clusters Score -1.01767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -10176720.000000 Penalty: 5624.586426
	Iteration 20F: 3 clusters Score -1.017672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -10176719.000000 Penalty: 5624.586426
	Iteration 21Q: 3 clusters Score -1.017672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -10176719.000000 Penalty: 5624.586426
	Iteration 22F: 3 clusters Score -1.017672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -283716.000000 Penalty: 1935.353149
	Iteration 0F: 2 clusters Score -283716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -280812.968750 Penalty: 3870.706299
	Iteration 0F: 3 clusters Score -280813 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -281416.281250 Penalty: 3870.706299
	Iteration 1F: 3 clusters Score -281416.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -281601.000000 Penalty: 3870.706299
	Iteration 2F: 3 clusters Score -281601 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -281722.031250 Penalty: 3870.706299
	Iteration 3F: 3 clusters Score -281722 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -281834.187500 Penalty: 3870.706299
	Iteration 4Q: 3 clusters Score -281834.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -281930.156250 Penalty: 3870.706299
	Iteration 5Q: 3 clusters Score -281930.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -282003.875000 Penalty: 3870.706299
	Iteration 6Q: 3 clusters Score -282003.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -282058.500000 Penalty: 3870.706299
	Iteration 7Q: 3 clusters Score -282058.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -282090.218750 Penalty: 3870.706299
	Iteration 8Q: 3 clusters Score -282090.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -282118.687500 Penalty: 3870.706299
	Iteration 9Q: 3 clusters Score -282118.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -282152.093750 Penalty: 3870.706299
	Iteration 10Q: 3 clusters Score -282152.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -282189.375000 Penalty: 3870.706299
	Iteration 11Q: 3 clusters Score -282189.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -282215.031250 Penalty: 3870.706299
	Iteration 12Q: 3 clusters Score -282215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -282233.593750 Penalty: 3870.706299
	Iteration 13Q: 3 clusters Score -282233.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -282243.500000 Penalty: 3870.706299
	Iteration 14Q: 3 clusters Score -282243.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -282251.906250 Penalty: 3870.706299
	Iteration 15Q: 3 clusters Score -282251.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -282257.218750 Penalty: 3870.706299
	Iteration 16Q: 3 clusters Score -282257.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -282261.218750 Penalty: 3870.706299
	Iteration 17Q: 3 clusters Score -282261.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -282266.343750 Penalty: 3870.706299
	Iteration 18Q: 3 clusters Score -282266.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -282269.531250 Penalty: 3870.706299
	Iteration 19Q: 3 clusters Score -282269.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -282272.375000 Penalty: 3870.706299
	Iteration 20F: 3 clusters Score -282272.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -282277.281250 Penalty: 3870.706299
	Iteration 21Q: 3 clusters Score -282277.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -282279.656250 Penalty: 3870.706299
	Iteration 22Q: 3 clusters Score -282279.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -282283.468750 Penalty: 3870.706299
	Iteration 23Q: 3 clusters Score -282283.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -282286.281250 Penalty: 3870.706299
	Iteration 24Q: 3 clusters Score -282286.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -282286.281250 Penalty: 3870.706299
	Iteration 25F: 3 clusters Score -282286.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Entering Unmasked Estep 
Score: -209400.109375 Penalty: 1859.307373
	Iteration 0F: 2 clusters Score -209400.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -206913.515625 Penalty: 3718.614746
	Iteration 0F: 3 clusters Score -206913.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -207431.656250 Penalty: 3718.614746
	Iteration 1F: 3 clusters Score -207431.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -207793.687500 Penalty: 3718.614746
	Iteration 2F: 3 clusters Score -207793.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -208202.578125 Penalty: 3718.614746
	Iteration 3F: 3 clusters Score -208202.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -208443.781250 Penalty: 3718.614746
	Iteration 4F: 3 clusters Score -208443.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -208568.125000 Penalty: 3718.614746
	Iteration 5F: 3 clusters Score -208568.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -208690.156250 Penalty: 3718.614746
	Iteration 6Q: 3 clusters Score -208690.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -208844.265625 Penalty: 3718.614746
	Iteration 7Q: 3 clusters Score -208844.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -208948.203125 Penalty: 3718.614746
	Iteration 8Q: 3 clusters Score -208948.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -209043.828125 Penalty: 3718.614746
	Iteration 9Q: 3 clusters Score -209043.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -209118.234375 Penalty: 3718.614746
	Iteration 10Q: 3 clusters Score -209118.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -209194.906250 Penalty: 3718.614746
	Iteration 11Q: 3 clusters Score -209194.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -209282.109375 Penalty: 3718.614746
	Iteration 12Q: 3 clusters Score -209282.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -209344.421875 Penalty: 3718.614746
	Iteration 13Q: 3 clusters Score -209344.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -209384.718750 Penalty: 3718.614746
	Iteration 14Q: 3 clusters Score -209384.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -209439.093750 Penalty: 3718.614746
	Iteration 15Q: 3 clusters Score -209439.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -209507.828125 Penalty: 3718.614746
	Iteration 16Q: 3 clusters Score -209507.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -209570.390625 Penalty: 3718.614746
	Iteration 17Q: 3 clusters Score -209570.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -209598.968750 Penalty: 3718.614746
	Iteration 18Q: 3 clusters Score -209599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -209626.796875 Penalty: 3718.614746
	Iteration 19Q: 3 clusters Score -209626.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -209669.562500 Penalty: 3718.614746
	Iteration 20F: 3 clusters Score -209669.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -209709.187500 Penalty: 3718.614746
	Iteration 21Q: 3 clusters Score -209709.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -209755.156250 Penalty: 3718.614746
	Iteration 22Q: 3 clusters Score -209755.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -209819.078125 Penalty: 3718.614746
	Iteration 23Q: 3 clusters Score -209819.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -209829.125000 Penalty: 3718.614746
	Iteration 24Q: 3 clusters Score -209829.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -209829.125000 Penalty: 3718.614746
	Iteration 25F: 3 clusters Score -209829.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191663 members 
Mstep: Class 2 contains 84111 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 60752 members 
Mstep: Class 6 contains 3309 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41640 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32339 members 
Mstep: Class 11 contains 9672 members 
Mstep: Class 12 contains 21361 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 236 members 
Mstep: Class 15 contains 17709 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13675 members 
Mstep: Class 19 contains 55721 members 
Mstep: Class 20 contains 11873 members 
Mstep: Class 21 contains 20901 members 
Mstep: Class 22 contains 8966 members 
Mstep: Class 23 contains 6736 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55065 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 6081 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245877 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2306 members 
Mstep: Class 35 contains 229492 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 89906 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
Score: -148067616.000000 Penalty: 139228.203125
Splitting cluster 4 changes total score from -148068256.000000 to -148067616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (60752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Entering Unmasked Estep 
Score: -7476379.500000 Penalty: 2731.609619
	Iteration 0F: 2 clusters Score -7476380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -7435630.500000 Penalty: 5463.219238
	Iteration 0F: 3 clusters Score -7435630 nChanged 28117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -7451434.000000 Penalty: 5463.219238
	Iteration 1F: 3 clusters Score -7451434 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -7452243.500000 Penalty: 5463.219238
	Iteration 2Q: 3 clusters Score -7452244 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -7453256.000000 Penalty: 5463.219238
	Iteration 3Q: 3 clusters Score -7453256 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -7454714.000000 Penalty: 5463.219238
	Iteration 4F: 3 clusters Score -7454714 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -7456798.500000 Penalty: 5463.219238
	Iteration 5F: 3 clusters Score -7456798 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -7459158.000000 Penalty: 5463.219238
	Iteration 6F: 3 clusters Score -7459158 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -7461723.000000 Penalty: 5463.219238
	Iteration 7F: 3 clusters Score -7461723 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -7463788.500000 Penalty: 5463.219238
	Iteration 8F: 3 clusters Score -7463788 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -7465270.000000 Penalty: 5463.219238
	Iteration 9Q: 3 clusters Score -7465270 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -7466344.000000 Penalty: 5463.219238
	Iteration 10Q: 3 clusters Score -7466344 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -7467194.500000 Penalty: 5463.219238
	Iteration 11Q: 3 clusters Score -7467194 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -7468041.000000 Penalty: 5463.219238
	Iteration 12Q: 3 clusters Score -7468041 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -7468867.000000 Penalty: 5463.219238
	Iteration 13Q: 3 clusters Score -7468867 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -7469560.500000 Penalty: 5463.219238
	Iteration 14Q: 3 clusters Score -7469560 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -7470180.500000 Penalty: 5463.219238
	Iteration 15Q: 3 clusters Score -7470180 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -7470783.000000 Penalty: 5463.219238
	Iteration 16Q: 3 clusters Score -7470783 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -7471407.000000 Penalty: 5463.219238
	Iteration 17Q: 3 clusters Score -7471407 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -7472019.500000 Penalty: 5463.219238
	Iteration 18Q: 3 clusters Score -7472020 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -7472486.000000 Penalty: 5463.219238
	Iteration 19Q: 3 clusters Score -7472486 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53772 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -7472873.000000 Penalty: 5463.219238
	Iteration 20F: 3 clusters Score -7472873 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -7473156.500000 Penalty: 5463.219238
	Iteration 21Q: 3 clusters Score -7473156 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -7473369.000000 Penalty: 5463.219238
	Iteration 22Q: 3 clusters Score -7473369 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -7473528.000000 Penalty: 5463.219238
	Iteration 23Q: 3 clusters Score -7473528 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -7473662.000000 Penalty: 5463.219238
	Iteration 24Q: 3 clusters Score -7473662 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -7473741.500000 Penalty: 5463.219238
	Iteration 25Q: 3 clusters Score -7473742 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -7473834.000000 Penalty: 5463.219238
	Iteration 26Q: 3 clusters Score -7473834 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -7473880.500000 Penalty: 5463.219238
	Iteration 27Q: 3 clusters Score -7473880 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54871 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -7473919.000000 Penalty: 5463.219238
	Iteration 28Q: 3 clusters Score -7473919 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -7473960.000000 Penalty: 5463.219238
	Iteration 29Q: 3 clusters Score -7473960 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -7473968.000000 Penalty: 5463.219238
	Iteration 30Q: 3 clusters Score -7473968 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -7473994.500000 Penalty: 5463.219238
	Iteration 31Q: 3 clusters Score -7473994 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55184 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -7474019.000000 Penalty: 5463.219238
	Iteration 32Q: 3 clusters Score -7474019 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -7474028.500000 Penalty: 5463.219238
	Iteration 33Q: 3 clusters Score -7474028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -7474023.000000 Penalty: 5463.219238
	Iteration 34Q: 3 clusters Score -7474023 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -7474037.500000 Penalty: 5463.219238
	Iteration 35Q: 3 clusters Score -7474038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -7474038.500000 Penalty: 5463.219238
	Iteration 36Q: 3 clusters Score -7474038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -7474040.500000 Penalty: 5463.219238
	Iteration 37Q: 3 clusters Score -7474040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55382 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -7474038.000000 Penalty: 5463.219238
	Iteration 38Q: 3 clusters Score -7474038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -7474040.500000 Penalty: 5463.219238
	Iteration 39Q: 3 clusters Score -7474040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -7474039.000000 Penalty: 5463.219238
	Iteration 40F: 3 clusters Score -7474039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -7474036.000000 Penalty: 5463.219238
	Iteration 41Q: 3 clusters Score -7474036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55422 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -7474040.500000 Penalty: 5463.219238
	Iteration 42Q: 3 clusters Score -7474040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -7474044.500000 Penalty: 5463.219238
	Iteration 43Q: 3 clusters Score -7474044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -7474046.500000 Penalty: 5463.219238
	Iteration 44Q: 3 clusters Score -7474046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -7474043.000000 Penalty: 5463.219238
	Iteration 45Q: 3 clusters Score -7474043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55453 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -7474049.000000 Penalty: 5463.219238
	Iteration 46Q: 3 clusters Score -7474049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -7474055.000000 Penalty: 5463.219238
	Iteration 47Q: 3 clusters Score -7474055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -7474055.000000 Penalty: 5463.219238
	Iteration 48Q: 3 clusters Score -7474055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -7474044.500000 Penalty: 5463.219238
	Iteration 49Q: 3 clusters Score -7474044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -7474056.500000 Penalty: 5463.219238
	Iteration 50Q: 3 clusters Score -7474056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55494 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -7474051.000000 Penalty: 5463.219238
	Iteration 51Q: 3 clusters Score -7474051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -7474054.000000 Penalty: 5463.219238
	Iteration 52Q: 3 clusters Score -7474054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -7474049.000000 Penalty: 5463.219238
	Iteration 53Q: 3 clusters Score -7474049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55515 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -7474054.500000 Penalty: 5463.219238
	Iteration 54Q: 3 clusters Score -7474054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -7474054.500000 Penalty: 5463.219238
	Iteration 55Q: 3 clusters Score -7474054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -7474058.500000 Penalty: 5463.219238
	Iteration 56Q: 3 clusters Score -7474058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -7474051.500000 Penalty: 5463.219238
	Iteration 57Q: 3 clusters Score -7474052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55522 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -7474051.500000 Penalty: 5463.219238
	Iteration 58F: 3 clusters Score -7474052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Entering Unmasked Estep 
Score: -377375.187500 Penalty: 2009.891602
	Iteration 0F: 2 clusters Score -377375.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -373951.437500 Penalty: 4019.783203
	Iteration 0F: 3 clusters Score -373951.4 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -374721.187500 Penalty: 4019.783203
	Iteration 1F: 3 clusters Score -374721.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -374890.375000 Penalty: 4019.783203
	Iteration 2F: 3 clusters Score -374890.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -374993.156250 Penalty: 4019.783203
	Iteration 3Q: 3 clusters Score -374993.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -375087.687500 Penalty: 4019.783203
	Iteration 4Q: 3 clusters Score -375087.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -375193.906250 Penalty: 4019.783203
	Iteration 5Q: 3 clusters Score -375193.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -375298.531250 Penalty: 4019.783203
	Iteration 6Q: 3 clusters Score -375298.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -375383.281250 Penalty: 4019.783203
	Iteration 7Q: 3 clusters Score -375383.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -375449.625000 Penalty: 4019.783203
	Iteration 8Q: 3 clusters Score -375449.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -375523.500000 Penalty: 4019.783203
	Iteration 9Q: 3 clusters Score -375523.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -375611.437500 Penalty: 4019.783203
	Iteration 10Q: 3 clusters Score -375611.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -375757.281250 Penalty: 4019.783203
	Iteration 11Q: 3 clusters Score -375757.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -375934.968750 Penalty: 4019.783203
	Iteration 12Q: 3 clusters Score -375935 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -376198.656250 Penalty: 4019.783203
	Iteration 13Q: 3 clusters Score -376198.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -376470.593750 Penalty: 4019.783203
	Iteration 14Q: 3 clusters Score -376470.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -376610.062500 Penalty: 4019.783203
	Iteration 15Q: 3 clusters Score -376610.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -376712.875000 Penalty: 4019.783203
	Iteration 16Q: 3 clusters Score -376712.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -376783.125000 Penalty: 4019.783203
	Iteration 17Q: 3 clusters Score -376783.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -376817.812500 Penalty: 4019.783203
	Iteration 18Q: 3 clusters Score -376817.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -376830.687500 Penalty: 4019.783203
	Iteration 19Q: 3 clusters Score -376830.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -376840.281250 Penalty: 4019.783203
	Iteration 20F: 3 clusters Score -376840.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -376845.718750 Penalty: 4019.783203
	Iteration 21Q: 3 clusters Score -376845.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -376851.687500 Penalty: 4019.783203
	Iteration 22Q: 3 clusters Score -376851.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -376853.062500 Penalty: 4019.783203
	Iteration 23Q: 3 clusters Score -376853.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -376853.312500 Penalty: 4019.783203
	Iteration 24Q: 3 clusters Score -376853.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -376854.062500 Penalty: 4019.783203
	Iteration 25Q: 3 clusters Score -376854.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -376854.062500 Penalty: 4019.783203
	Iteration 26F: 3 clusters Score -376854.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -203070.796875 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -203070.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -200686.609375 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -200686.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -201086.656250 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -201086.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -201177.968750 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -201178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -201230.406250 Penalty: 3673.427246
	Iteration 3Q: 3 clusters Score -201230.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -201262.828125 Penalty: 3673.427246
	Iteration 4Q: 3 clusters Score -201262.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -201285.375000 Penalty: 3673.427246
	Iteration 5Q: 3 clusters Score -201285.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -201304.296875 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -201304.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -201319.140625 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -201319.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -201329.515625 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -201329.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -201332.968750 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -201333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -201335.515625 Penalty: 3673.427246
	Iteration 10Q: 3 clusters Score -201335.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -201337.203125 Penalty: 3673.427246
	Iteration 11Q: 3 clusters Score -201337.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -201338.234375 Penalty: 3673.427246
	Iteration 12Q: 3 clusters Score -201338.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -201338.625000 Penalty: 3673.427246
	Iteration 13Q: 3 clusters Score -201338.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -201339.890625 Penalty: 3673.427246
	Iteration 14Q: 3 clusters Score -201339.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -201342.421875 Penalty: 3673.427246
	Iteration 15Q: 3 clusters Score -201342.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -201343.484375 Penalty: 3673.427246
	Iteration 16Q: 3 clusters Score -201343.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -201343.484375 Penalty: 3673.427246
	Iteration 17F: 3 clusters Score -201343.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Entering Unmasked Estep 
Score: -4993597.000000 Penalty: 2637.930664
	Iteration 0F: 2 clusters Score -4993597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -4965308.500000 Penalty: 5275.861328
	Iteration 0F: 3 clusters Score -4965308 nChanged 19136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -4975856.000000 Penalty: 5275.861328
	Iteration 1F: 3 clusters Score -4975856 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -4976328.500000 Penalty: 5275.861328
	Iteration 2Q: 3 clusters Score -4976328 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -4976720.500000 Penalty: 5275.861328
	Iteration 3Q: 3 clusters Score -4976720 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -4977144.500000 Penalty: 5275.861328
	Iteration 4Q: 3 clusters Score -4977144 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -4977539.500000 Penalty: 5275.861328
	Iteration 5Q: 3 clusters Score -4977540 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -4977975.500000 Penalty: 5275.861328
	Iteration 6Q: 3 clusters Score -4977976 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -4978587.000000 Penalty: 5275.861328
	Iteration 7Q: 3 clusters Score -4978587 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -4979326.000000 Penalty: 5275.861328
	Iteration 8Q: 3 clusters Score -4979326 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -4980379.500000 Penalty: 5275.861328
	Iteration 9Q: 3 clusters Score -4980380 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -4981749.500000 Penalty: 5275.861328
	Iteration 10F: 3 clusters Score -4981750 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -4983523.000000 Penalty: 5275.861328
	Iteration 11F: 3 clusters Score -4983523 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -4985247.000000 Penalty: 5275.861328
	Iteration 12F: 3 clusters Score -4985247 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -4986913.500000 Penalty: 5275.861328
	Iteration 13F: 3 clusters Score -4986914 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4988271.500000 Penalty: 5275.861328
	Iteration 14Q: 3 clusters Score -4988272 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -4989328.000000 Penalty: 5275.861328
	Iteration 15Q: 3 clusters Score -4989328 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -4990024.500000 Penalty: 5275.861328
	Iteration 16Q: 3 clusters Score -4990024 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -4990389.000000 Penalty: 5275.861328
	Iteration 17Q: 3 clusters Score -4990389 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -4990639.000000 Penalty: 5275.861328
	Iteration 18Q: 3 clusters Score -4990639 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -4990788.500000 Penalty: 5275.861328
	Iteration 19Q: 3 clusters Score -4990788 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -4990874.500000 Penalty: 5275.861328
	Iteration 20F: 3 clusters Score -4990874 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -4990961.000000 Penalty: 5275.861328
	Iteration 21Q: 3 clusters Score -4990961 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -4991006.500000 Penalty: 5275.861328
	Iteration 22Q: 3 clusters Score -4991006 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -4991031.000000 Penalty: 5275.861328
	Iteration 23Q: 3 clusters Score -4991031 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -4991079.500000 Penalty: 5275.861328
	Iteration 24Q: 3 clusters Score -4991080 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -4991106.500000 Penalty: 5275.861328
	Iteration 25Q: 3 clusters Score -4991106 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -4991123.000000 Penalty: 5275.861328
	Iteration 26Q: 3 clusters Score -4991123 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -4991138.000000 Penalty: 5275.861328
	Iteration 27Q: 3 clusters Score -4991138 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -4991157.000000 Penalty: 5275.861328
	Iteration 28Q: 3 clusters Score -4991157 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -4991161.000000 Penalty: 5275.861328
	Iteration 29Q: 3 clusters Score -4991161 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -4991166.000000 Penalty: 5275.861328
	Iteration 30Q: 3 clusters Score -4991166 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -4991183.000000 Penalty: 5275.861328
	Iteration 31Q: 3 clusters Score -4991183 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -4991173.500000 Penalty: 5275.861328
	Iteration 32Q: 3 clusters Score -4991174 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -4991192.500000 Penalty: 5275.861328
	Iteration 33Q: 3 clusters Score -4991192 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -4991204.500000 Penalty: 5275.861328
	Iteration 34Q: 3 clusters Score -4991204 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -4991209.500000 Penalty: 5275.861328
	Iteration 35Q: 3 clusters Score -4991210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -4991217.500000 Penalty: 5275.861328
	Iteration 36Q: 3 clusters Score -4991218 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -4991223.500000 Penalty: 5275.861328
	Iteration 37Q: 3 clusters Score -4991224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -4991238.000000 Penalty: 5275.861328
	Iteration 38Q: 3 clusters Score -4991238 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -4991231.000000 Penalty: 5275.861328
	Iteration 39Q: 3 clusters Score -4991231 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -4991245.500000 Penalty: 5275.861328
	Iteration 40F: 3 clusters Score -4991246 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -4991250.000000 Penalty: 5275.861328
	Iteration 41Q: 3 clusters Score -4991250 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -4991249.000000 Penalty: 5275.861328
	Iteration 42Q: 3 clusters Score -4991249 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -4991244.000000 Penalty: 5275.861328
	Iteration 43Q: 3 clusters Score -4991244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -4991261.500000 Penalty: 5275.861328
	Iteration 44Q: 3 clusters Score -4991262 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -4991270.000000 Penalty: 5275.861328
	Iteration 45Q: 3 clusters Score -4991270 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -4991276.500000 Penalty: 5275.861328
	Iteration 46Q: 3 clusters Score -4991276 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -4991277.500000 Penalty: 5275.861328
	Iteration 47Q: 3 clusters Score -4991278 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -4991278.500000 Penalty: 5275.861328
	Iteration 48Q: 3 clusters Score -4991278 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -4991279.000000 Penalty: 5275.861328
	Iteration 49Q: 3 clusters Score -4991279 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -4991291.000000 Penalty: 5275.861328
	Iteration 50Q: 3 clusters Score -4991291 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -4991282.000000 Penalty: 5275.861328
	Iteration 51Q: 3 clusters Score -4991282 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -4991280.500000 Penalty: 5275.861328
	Iteration 52Q: 3 clusters Score -4991280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -4991295.500000 Penalty: 5275.861328
	Iteration 53Q: 3 clusters Score -4991296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -4991294.500000 Penalty: 5275.861328
	Iteration 54Q: 3 clusters Score -4991294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -4991299.000000 Penalty: 5275.861328
	Iteration 55Q: 3 clusters Score -4991299 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -4991310.000000 Penalty: 5275.861328
	Iteration 56Q: 3 clusters Score -4991310 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -4991313.000000 Penalty: 5275.861328
	Iteration 57Q: 3 clusters Score -4991313 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -4991310.500000 Penalty: 5275.861328
	Iteration 58Q: 3 clusters Score -4991310 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -4991330.000000 Penalty: 5275.861328
	Iteration 59Q: 3 clusters Score -4991330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -4991325.000000 Penalty: 5275.861328
	Iteration 60F: 3 clusters Score -4991325 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -4991324.000000 Penalty: 5275.861328
	Iteration 61Q: 3 clusters Score -4991324 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -4991338.000000 Penalty: 5275.861328
	Iteration 62Q: 3 clusters Score -4991338 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -4991346.500000 Penalty: 5275.861328
	Iteration 63Q: 3 clusters Score -4991346 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -4991356.500000 Penalty: 5275.861328
	Iteration 64Q: 3 clusters Score -4991356 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -4991367.000000 Penalty: 5275.861328
	Iteration 65Q: 3 clusters Score -4991367 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -4991380.000000 Penalty: 5275.861328
	Iteration 66Q: 3 clusters Score -4991380 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -4991389.000000 Penalty: 5275.861328
	Iteration 67Q: 3 clusters Score -4991389 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -4991390.000000 Penalty: 5275.861328
	Iteration 68Q: 3 clusters Score -4991390 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -4991395.000000 Penalty: 5275.861328
	Iteration 69Q: 3 clusters Score -4991395 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -4991413.500000 Penalty: 5275.861328
	Iteration 70Q: 3 clusters Score -4991414 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -4991423.000000 Penalty: 5275.861328
	Iteration 71Q: 3 clusters Score -4991423 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -4991420.500000 Penalty: 5275.861328
	Iteration 72Q: 3 clusters Score -4991420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -4991418.000000 Penalty: 5275.861328
	Iteration 73Q: 3 clusters Score -4991418 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -4991415.000000 Penalty: 5275.861328
	Iteration 74Q: 3 clusters Score -4991415 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -4991420.500000 Penalty: 5275.861328
	Iteration 75Q: 3 clusters Score -4991420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -4991428.000000 Penalty: 5275.861328
	Iteration 76Q: 3 clusters Score -4991428 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -4991443.000000 Penalty: 5275.861328
	Iteration 77Q: 3 clusters Score -4991443 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -4991455.000000 Penalty: 5275.861328
	Iteration 78Q: 3 clusters Score -4991455 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -4991463.500000 Penalty: 5275.861328
	Iteration 79Q: 3 clusters Score -4991464 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -4991471.000000 Penalty: 5275.861328
	Iteration 80F: 3 clusters Score -4991471 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -4991462.000000 Penalty: 5275.861328
	Iteration 81Q: 3 clusters Score -4991462 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -4991478.000000 Penalty: 5275.861328
	Iteration 82Q: 3 clusters Score -4991478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -4991480.500000 Penalty: 5275.861328
	Iteration 83Q: 3 clusters Score -4991480 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -4991501.500000 Penalty: 5275.861328
	Iteration 84Q: 3 clusters Score -4991502 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -4991504.000000 Penalty: 5275.861328
	Iteration 85Q: 3 clusters Score -4991504 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -4991530.000000 Penalty: 5275.861328
	Iteration 86Q: 3 clusters Score -4991530 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -4991538.500000 Penalty: 5275.861328
	Iteration 87Q: 3 clusters Score -4991538 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -4991550.000000 Penalty: 5275.861328
	Iteration 88Q: 3 clusters Score -4991550 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -4991581.500000 Penalty: 5275.861328
	Iteration 89Q: 3 clusters Score -4991582 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -4991613.500000 Penalty: 5275.861328
	Iteration 90Q: 3 clusters Score -4991614 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -4991649.000000 Penalty: 5275.861328
	Iteration 91Q: 3 clusters Score -4991649 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -4991679.000000 Penalty: 5275.861328
	Iteration 92Q: 3 clusters Score -4991679 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -4991729.500000 Penalty: 5275.861328
	Iteration 93Q: 3 clusters Score -4991730 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -4991752.000000 Penalty: 5275.861328
	Iteration 94Q: 3 clusters Score -4991752 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -4991794.500000 Penalty: 5275.861328
	Iteration 95Q: 3 clusters Score -4991794 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -4991840.000000 Penalty: 5275.861328
	Iteration 96Q: 3 clusters Score -4991840 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -4991875.000000 Penalty: 5275.861328
	Iteration 97Q: 3 clusters Score -4991875 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -4991909.000000 Penalty: 5275.861328
	Iteration 98Q: 3 clusters Score -4991909 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -4991956.500000 Penalty: 5275.861328
	Iteration 99Q: 3 clusters Score -4991956 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -4991959.500000 Penalty: 5275.861328
	Iteration 100F: 3 clusters Score -4991960 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -4991982.000000 Penalty: 5275.861328
	Iteration 101Q: 3 clusters Score -4991982 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -4992017.000000 Penalty: 5275.861328
	Iteration 102Q: 3 clusters Score -4992017 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -4992049.500000 Penalty: 5275.861328
	Iteration 103Q: 3 clusters Score -4992050 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -4992081.000000 Penalty: 5275.861328
	Iteration 104Q: 3 clusters Score -4992081 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -4992092.500000 Penalty: 5275.861328
	Iteration 105Q: 3 clusters Score -4992092 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -4992112.500000 Penalty: 5275.861328
	Iteration 106Q: 3 clusters Score -4992112 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -4992130.000000 Penalty: 5275.861328
	Iteration 107Q: 3 clusters Score -4992130 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -4992175.000000 Penalty: 5275.861328
	Iteration 108Q: 3 clusters Score -4992175 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -4992211.000000 Penalty: 5275.861328
	Iteration 109Q: 3 clusters Score -4992211 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -4992234.500000 Penalty: 5275.861328
	Iteration 110Q: 3 clusters Score -4992234 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -4992262.500000 Penalty: 5275.861328
	Iteration 111Q: 3 clusters Score -4992262 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -4992285.000000 Penalty: 5275.861328
	Iteration 112Q: 3 clusters Score -4992285 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -4992312.000000 Penalty: 5275.861328
	Iteration 113Q: 3 clusters Score -4992312 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -4992322.500000 Penalty: 5275.861328
	Iteration 114Q: 3 clusters Score -4992322 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -4992325.500000 Penalty: 5275.861328
	Iteration 115Q: 3 clusters Score -4992326 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -4992355.500000 Penalty: 5275.861328
	Iteration 116Q: 3 clusters Score -4992356 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -4992359.500000 Penalty: 5275.861328
	Iteration 117Q: 3 clusters Score -4992360 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -4992371.500000 Penalty: 5275.861328
	Iteration 118Q: 3 clusters Score -4992372 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -4992378.500000 Penalty: 5275.861328
	Iteration 119Q: 3 clusters Score -4992378 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -4992379.500000 Penalty: 5275.861328
	Iteration 120F: 3 clusters Score -4992380 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -4992385.500000 Penalty: 5275.861328
	Iteration 121Q: 3 clusters Score -4992386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -4992391.500000 Penalty: 5275.861328
	Iteration 122Q: 3 clusters Score -4992392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -4992397.500000 Penalty: 5275.861328
	Iteration 123Q: 3 clusters Score -4992398 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -4992395.000000 Penalty: 5275.861328
	Iteration 124Q: 3 clusters Score -4992395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4992399.500000 Penalty: 5275.861328
	Iteration 125Q: 3 clusters Score -4992400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -4992408.000000 Penalty: 5275.861328
	Iteration 126Q: 3 clusters Score -4992408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -4992405.000000 Penalty: 5275.861328
	Iteration 127Q: 3 clusters Score -4992405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -4992406.500000 Penalty: 5275.861328
	Iteration 128Q: 3 clusters Score -4992406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -4992405.000000 Penalty: 5275.861328
	Iteration 129Q: 3 clusters Score -4992405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -4992401.000000 Penalty: 5275.861328
	Iteration 130Q: 3 clusters Score -4992401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -4992408.000000 Penalty: 5275.861328
	Iteration 131Q: 3 clusters Score -4992408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -4992404.000000 Penalty: 5275.861328
	Iteration 132Q: 3 clusters Score -4992404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -4992408.000000 Penalty: 5275.861328
	Iteration 133Q: 3 clusters Score -4992408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -4992409.500000 Penalty: 5275.861328
	Iteration 134Q: 3 clusters Score -4992410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -4992411.000000 Penalty: 5275.861328
	Iteration 135Q: 3 clusters Score -4992411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -4992412.500000 Penalty: 5275.861328
	Iteration 136Q: 3 clusters Score -4992412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -4992409.500000 Penalty: 5275.861328
	Iteration 137Q: 3 clusters Score -4992410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -4992410.000000 Penalty: 5275.861328
	Iteration 138Q: 3 clusters Score -4992410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -4992418.500000 Penalty: 5275.861328
	Iteration 139Q: 3 clusters Score -4992418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -4992418.000000 Penalty: 5275.861328
	Iteration 140F: 3 clusters Score -4992418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -40139.058594 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -40139.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38732.722656 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -38732.72 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38926.257812 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -38926.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39015.847656 Penalty: 3008.789795
	Iteration 2F: 3 clusters Score -39015.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39060.457031 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -39060.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39075.878906 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -39075.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39085.894531 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -39085.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39101.074219 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -39101.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39117.511719 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -39117.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39141.312500 Penalty: 3008.789795
	Iteration 8Q: 3 clusters Score -39141.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39157.050781 Penalty: 3008.789795
	Iteration 9Q: 3 clusters Score -39157.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39163.839844 Penalty: 3008.789795
	Iteration 10Q: 3 clusters Score -39163.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39176.679688 Penalty: 3008.789795
	Iteration 11Q: 3 clusters Score -39176.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39203.042969 Penalty: 3008.789795
	Iteration 12Q: 3 clusters Score -39203.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39261.656250 Penalty: 3008.789795
	Iteration 13Q: 3 clusters Score -39261.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39313.703125 Penalty: 3008.789795
	Iteration 14Q: 3 clusters Score -39313.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39363.207031 Penalty: 3008.789795
	Iteration 15Q: 3 clusters Score -39363.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39391.828125 Penalty: 3008.789795
	Iteration 16Q: 3 clusters Score -39391.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39456.753906 Penalty: 3008.789795
	Iteration 17Q: 3 clusters Score -39456.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39543.121094 Penalty: 3008.789795
	Iteration 18Q: 3 clusters Score -39543.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39633.195312 Penalty: 3008.789795
	Iteration 19Q: 3 clusters Score -39633.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39777.832031 Penalty: 3008.789795
	Iteration 20F: 3 clusters Score -39777.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40035.289062 Penalty: 3008.789795
	Iteration 21Q: 3 clusters Score -40035.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -40112.468750 Penalty: 3008.789795
	Iteration 22Q: 3 clusters Score -40112.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40132.523438 Penalty: 3008.789795
	Iteration 23Q: 3 clusters Score -40132.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40154.894531 Penalty: 3008.789795
	Iteration 24Q: 3 clusters Score -40154.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -40154.894531 Penalty: 3008.789795
	Iteration 25F: 3 clusters Score -40154.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191663 members 
Mstep: Class 2 contains 84111 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60752 members 
Mstep: Class 6 contains 3309 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41640 members 
Mstep: Class 9 contains 208 members 
Mstep: Class 10 contains 32339 members 
Mstep: Class 11 contains 9672 members 
Mstep: Class 12 contains 21361 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 223 members 
Mstep: Class 15 contains 17709 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13675 members 
Mstep: Class 19 contains 55721 members 
Mstep: Class 20 contains 11873 members 
Mstep: Class 21 contains 20901 members 
Mstep: Class 22 contains 8966 members 
Mstep: Class 23 contains 6736 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55065 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 6081 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245877 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2306 members 
Mstep: Class 35 contains 229492 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 89906 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
Score: -148066784.000000 Penalty: 139228.203125
Splitting cluster 9 changes total score from -148068256.000000 to -148066784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (32339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Entering Unmasked Estep 
Score: -3877972.250000 Penalty: 2575.239258
	Iteration 0F: 2 clusters Score -3877972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3855636.500000 Penalty: 5150.478516
	Iteration 0F: 3 clusters Score -3855636 nChanged 14763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -3863733.250000 Penalty: 5150.478516
	Iteration 1F: 3 clusters Score -3863733 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -3864395.750000 Penalty: 5150.478516
	Iteration 2F: 3 clusters Score -3864396 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -3865155.500000 Penalty: 5150.478516
	Iteration 3F: 3 clusters Score -3865156 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3866134.750000 Penalty: 5150.478516
	Iteration 4F: 3 clusters Score -3866135 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3867317.000000 Penalty: 5150.478516
	Iteration 5F: 3 clusters Score -3867317 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -3868602.000000 Penalty: 5150.478516
	Iteration 6F: 3 clusters Score -3868602 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -3869880.500000 Penalty: 5150.478516
	Iteration 7F: 3 clusters Score -3869880 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -3871124.750000 Penalty: 5150.478516
	Iteration 8F: 3 clusters Score -3871125 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -3872289.250000 Penalty: 5150.478516
	Iteration 9Q: 3 clusters Score -3872289 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -3873265.500000 Penalty: 5150.478516
	Iteration 10Q: 3 clusters Score -3873266 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -3873921.250000 Penalty: 5150.478516
	Iteration 11Q: 3 clusters Score -3873921 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -3874344.750000 Penalty: 5150.478516
	Iteration 12Q: 3 clusters Score -3874345 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3874673.750000 Penalty: 5150.478516
	Iteration 13Q: 3 clusters Score -3874674 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3874915.000000 Penalty: 5150.478516
	Iteration 14Q: 3 clusters Score -3874915 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3875147.000000 Penalty: 5150.478516
	Iteration 15Q: 3 clusters Score -3875147 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3875378.750000 Penalty: 5150.478516
	Iteration 16Q: 3 clusters Score -3875379 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -3875561.750000 Penalty: 5150.478516
	Iteration 17Q: 3 clusters Score -3875562 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -3875719.750000 Penalty: 5150.478516
	Iteration 18Q: 3 clusters Score -3875720 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3875884.250000 Penalty: 5150.478516
	Iteration 19Q: 3 clusters Score -3875884 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3875982.000000 Penalty: 5150.478516
	Iteration 20F: 3 clusters Score -3875982 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -3876067.750000 Penalty: 5150.478516
	Iteration 21Q: 3 clusters Score -3876068 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -3876119.250000 Penalty: 5150.478516
	Iteration 22Q: 3 clusters Score -3876119 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3876173.250000 Penalty: 5150.478516
	Iteration 23Q: 3 clusters Score -3876173 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3876217.750000 Penalty: 5150.478516
	Iteration 24Q: 3 clusters Score -3876218 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -3876237.750000 Penalty: 5150.478516
	Iteration 25Q: 3 clusters Score -3876238 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -3876259.000000 Penalty: 5150.478516
	Iteration 26Q: 3 clusters Score -3876259 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -3876281.000000 Penalty: 5150.478516
	Iteration 27Q: 3 clusters Score -3876281 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -3876293.000000 Penalty: 5150.478516
	Iteration 28Q: 3 clusters Score -3876293 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -3876307.500000 Penalty: 5150.478516
	Iteration 29Q: 3 clusters Score -3876308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -3876319.750000 Penalty: 5150.478516
	Iteration 30Q: 3 clusters Score -3876320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -3876326.500000 Penalty: 5150.478516
	Iteration 31Q: 3 clusters Score -3876326 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -3876324.750000 Penalty: 5150.478516
	Iteration 32Q: 3 clusters Score -3876325 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -3876327.250000 Penalty: 5150.478516
	Iteration 33Q: 3 clusters Score -3876327 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -3876332.250000 Penalty: 5150.478516
	Iteration 34Q: 3 clusters Score -3876332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -3876338.250000 Penalty: 5150.478516
	Iteration 35Q: 3 clusters Score -3876338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3876338.750000 Penalty: 5150.478516
	Iteration 36Q: 3 clusters Score -3876339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -3876339.250000 Penalty: 5150.478516
	Iteration 37Q: 3 clusters Score -3876339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -3876338.500000 Penalty: 5150.478516
	Iteration 38Q: 3 clusters Score -3876338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -3876338.750000 Penalty: 5150.478516
	Iteration 39Q: 3 clusters Score -3876339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3876340.500000 Penalty: 5150.478516
	Iteration 40F: 3 clusters Score -3876340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -3876344.000000 Penalty: 5150.478516
	Iteration 41Q: 3 clusters Score -3876344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -3876349.000000 Penalty: 5150.478516
	Iteration 42Q: 3 clusters Score -3876349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -3876345.250000 Penalty: 5150.478516
	Iteration 43Q: 3 clusters Score -3876345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -3876347.500000 Penalty: 5150.478516
	Iteration 44Q: 3 clusters Score -3876348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -3876348.250000 Penalty: 5150.478516
	Iteration 45Q: 3 clusters Score -3876348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -3876348.000000 Penalty: 5150.478516
	Iteration 46Q: 3 clusters Score -3876348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3876348.250000 Penalty: 5150.478516
	Iteration 47Q: 3 clusters Score -3876348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3876348.250000 Penalty: 5150.478516
	Iteration 48F: 3 clusters Score -3876348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Entering Unmasked Estep 
Score: -1141317.625000 Penalty: 2275.893555
	Iteration 0F: 2 clusters Score -1141318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1133892.625000 Penalty: 4551.787109
	Iteration 0F: 3 clusters Score -1133893 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1135987.375000 Penalty: 4551.787109
	Iteration 1F: 3 clusters Score -1135987 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1136318.750000 Penalty: 4551.787109
	Iteration 2F: 3 clusters Score -1136319 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1136697.250000 Penalty: 4551.787109
	Iteration 3F: 3 clusters Score -1136697 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1137266.750000 Penalty: 4551.787109
	Iteration 4F: 3 clusters Score -1137267 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1137939.875000 Penalty: 4551.787109
	Iteration 5F: 3 clusters Score -1137940 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1138607.500000 Penalty: 4551.787109
	Iteration 6F: 3 clusters Score -1138608 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1139219.125000 Penalty: 4551.787109
	Iteration 7F: 3 clusters Score -1139219 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1139611.375000 Penalty: 4551.787109
	Iteration 8F: 3 clusters Score -1139611 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1139846.250000 Penalty: 4551.787109
	Iteration 9Q: 3 clusters Score -1139846 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1139979.625000 Penalty: 4551.787109
	Iteration 10Q: 3 clusters Score -1139980 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1140056.750000 Penalty: 4551.787109
	Iteration 11Q: 3 clusters Score -1140057 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1140118.750000 Penalty: 4551.787109
	Iteration 12Q: 3 clusters Score -1140119 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1140164.250000 Penalty: 4551.787109
	Iteration 13Q: 3 clusters Score -1140164 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1140198.500000 Penalty: 4551.787109
	Iteration 14Q: 3 clusters Score -1140198 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1140226.875000 Penalty: 4551.787109
	Iteration 15Q: 3 clusters Score -1140227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1140241.625000 Penalty: 4551.787109
	Iteration 16Q: 3 clusters Score -1140242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1140252.875000 Penalty: 4551.787109
	Iteration 17Q: 3 clusters Score -1140253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1140266.750000 Penalty: 4551.787109
	Iteration 18Q: 3 clusters Score -1140267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1140272.125000 Penalty: 4551.787109
	Iteration 19Q: 3 clusters Score -1140272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1140279.875000 Penalty: 4551.787109
	Iteration 20F: 3 clusters Score -1140280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1140286.000000 Penalty: 4551.787109
	Iteration 21Q: 3 clusters Score -1140286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1140289.875000 Penalty: 4551.787109
	Iteration 22Q: 3 clusters Score -1140290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1140296.375000 Penalty: 4551.787109
	Iteration 23Q: 3 clusters Score -1140296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1140308.500000 Penalty: 4551.787109
	Iteration 24Q: 3 clusters Score -1140308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1140312.750000 Penalty: 4551.787109
	Iteration 25Q: 3 clusters Score -1140313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1140315.750000 Penalty: 4551.787109
	Iteration 26Q: 3 clusters Score -1140316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1140323.375000 Penalty: 4551.787109
	Iteration 27Q: 3 clusters Score -1140323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1140331.375000 Penalty: 4551.787109
	Iteration 28Q: 3 clusters Score -1140331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1140337.125000 Penalty: 4551.787109
	Iteration 29Q: 3 clusters Score -1140337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1140344.125000 Penalty: 4551.787109
	Iteration 30Q: 3 clusters Score -1140344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1140351.500000 Penalty: 4551.787109
	Iteration 31Q: 3 clusters Score -1140352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1140356.250000 Penalty: 4551.787109
	Iteration 32Q: 3 clusters Score -1140356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1140363.250000 Penalty: 4551.787109
	Iteration 33Q: 3 clusters Score -1140363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1140369.250000 Penalty: 4551.787109
	Iteration 34Q: 3 clusters Score -1140369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1140367.625000 Penalty: 4551.787109
	Iteration 35Q: 3 clusters Score -1140368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1140371.875000 Penalty: 4551.787109
	Iteration 36Q: 3 clusters Score -1140372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1140375.500000 Penalty: 4551.787109
	Iteration 37Q: 3 clusters Score -1140376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1140379.125000 Penalty: 4551.787109
	Iteration 38Q: 3 clusters Score -1140379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1140381.875000 Penalty: 4551.787109
	Iteration 39Q: 3 clusters Score -1140382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1140383.500000 Penalty: 4551.787109
	Iteration 40F: 3 clusters Score -1140384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1140388.250000 Penalty: 4551.787109
	Iteration 41Q: 3 clusters Score -1140388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1140389.250000 Penalty: 4551.787109
	Iteration 42Q: 3 clusters Score -1140389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1140386.875000 Penalty: 4551.787109
	Iteration 43Q: 3 clusters Score -1140387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1140391.125000 Penalty: 4551.787109
	Iteration 44Q: 3 clusters Score -1140391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1140395.625000 Penalty: 4551.787109
	Iteration 45Q: 3 clusters Score -1140396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1140392.750000 Penalty: 4551.787109
	Iteration 46Q: 3 clusters Score -1140393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1140393.125000 Penalty: 4551.787109
	Iteration 47Q: 3 clusters Score -1140393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1140393.750000 Penalty: 4551.787109
	Iteration 48Q: 3 clusters Score -1140394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1140395.000000 Penalty: 4551.787109
	Iteration 49Q: 3 clusters Score -1140395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1140396.375000 Penalty: 4551.787109
	Iteration 50Q: 3 clusters Score -1140396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1140396.875000 Penalty: 4551.787109
	Iteration 51Q: 3 clusters Score -1140397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1140396.875000 Penalty: 4551.787109
	Iteration 52F: 3 clusters Score -1140397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Entering Unmasked Estep 
Score: -2537851.000000 Penalty: 2472.391846
	Iteration 0F: 2 clusters Score -2537851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2522906.000000 Penalty: 4944.783691
	Iteration 0F: 3 clusters Score -2522906 nChanged 9445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2527896.500000 Penalty: 4944.783691
	Iteration 1F: 3 clusters Score -2527896 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2528294.250000 Penalty: 4944.783691
	Iteration 2F: 3 clusters Score -2528294 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2528643.000000 Penalty: 4944.783691
	Iteration 3Q: 3 clusters Score -2528643 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2528948.000000 Penalty: 4944.783691
	Iteration 4Q: 3 clusters Score -2528948 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2529300.750000 Penalty: 4944.783691
	Iteration 5Q: 3 clusters Score -2529301 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2529730.000000 Penalty: 4944.783691
	Iteration 6Q: 3 clusters Score -2529730 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2530254.750000 Penalty: 4944.783691
	Iteration 7Q: 3 clusters Score -2530255 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2530936.250000 Penalty: 4944.783691
	Iteration 8F: 3 clusters Score -2530936 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2531780.750000 Penalty: 4944.783691
	Iteration 9F: 3 clusters Score -2531781 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2532653.500000 Penalty: 4944.783691
	Iteration 10F: 3 clusters Score -2532654 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2533523.750000 Penalty: 4944.783691
	Iteration 11Q: 3 clusters Score -2533524 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2534303.250000 Penalty: 4944.783691
	Iteration 12Q: 3 clusters Score -2534303 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2534899.000000 Penalty: 4944.783691
	Iteration 13Q: 3 clusters Score -2534899 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -2535292.750000 Penalty: 4944.783691
	Iteration 14Q: 3 clusters Score -2535293 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2535610.750000 Penalty: 4944.783691
	Iteration 15Q: 3 clusters Score -2535611 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2535790.250000 Penalty: 4944.783691
	Iteration 16Q: 3 clusters Score -2535790 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2535894.250000 Penalty: 4944.783691
	Iteration 17Q: 3 clusters Score -2535894 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2535955.500000 Penalty: 4944.783691
	Iteration 18Q: 3 clusters Score -2535956 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2535998.500000 Penalty: 4944.783691
	Iteration 19Q: 3 clusters Score -2535998 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2536024.750000 Penalty: 4944.783691
	Iteration 20F: 3 clusters Score -2536025 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2536050.500000 Penalty: 4944.783691
	Iteration 21Q: 3 clusters Score -2536050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2536065.000000 Penalty: 4944.783691
	Iteration 22Q: 3 clusters Score -2536065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2536067.000000 Penalty: 4944.783691
	Iteration 23Q: 3 clusters Score -2536067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2536072.250000 Penalty: 4944.783691
	Iteration 24Q: 3 clusters Score -2536072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2536072.750000 Penalty: 4944.783691
	Iteration 25Q: 3 clusters Score -2536073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2536072.500000 Penalty: 4944.783691
	Iteration 26Q: 3 clusters Score -2536072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2536072.500000 Penalty: 4944.783691
	Iteration 27Q: 3 clusters Score -2536072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2536072.500000 Penalty: 4944.783691
	Iteration 28Q: 3 clusters Score -2536072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2536073.750000 Penalty: 4944.783691
	Iteration 29Q: 3 clusters Score -2536074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2536073.750000 Penalty: 4944.783691
	Iteration 30F: 3 clusters Score -2536074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Entering Unmasked Estep 
Score: -315137.156250 Penalty: 1954.064331
	Iteration 0F: 2 clusters Score -315137.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -312118.125000 Penalty: 3908.128662
	Iteration 0F: 3 clusters Score -312118.1 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -312827.812500 Penalty: 3908.128662
	Iteration 1F: 3 clusters Score -312827.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -313161.562500 Penalty: 3908.128662
	Iteration 2F: 3 clusters Score -313161.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -313557.500000 Penalty: 3908.128662
	Iteration 3F: 3 clusters Score -313557.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -313836.062500 Penalty: 3908.128662
	Iteration 4F: 3 clusters Score -313836.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -314030.406250 Penalty: 3908.128662
	Iteration 5F: 3 clusters Score -314030.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -314203.125000 Penalty: 3908.128662
	Iteration 6Q: 3 clusters Score -314203.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -314388.937500 Penalty: 3908.128662
	Iteration 7Q: 3 clusters Score -314388.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -314548.531250 Penalty: 3908.128662
	Iteration 8Q: 3 clusters Score -314548.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -314662.375000 Penalty: 3908.128662
	Iteration 9Q: 3 clusters Score -314662.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -314739.718750 Penalty: 3908.128662
	Iteration 10Q: 3 clusters Score -314739.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -314785.343750 Penalty: 3908.128662
	Iteration 11Q: 3 clusters Score -314785.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -314812.218750 Penalty: 3908.128662
	Iteration 12Q: 3 clusters Score -314812.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -314823.000000 Penalty: 3908.128662
	Iteration 13Q: 3 clusters Score -314823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -314831.968750 Penalty: 3908.128662
	Iteration 14Q: 3 clusters Score -314832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -314837.343750 Penalty: 3908.128662
	Iteration 15Q: 3 clusters Score -314837.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -314842.593750 Penalty: 3908.128662
	Iteration 16Q: 3 clusters Score -314842.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -314845.281250 Penalty: 3908.128662
	Iteration 17Q: 3 clusters Score -314845.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -314845.281250 Penalty: 3908.128662
	Iteration 18F: 3 clusters Score -314845.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Entering Unmasked Estep 
Score: -2096690.250000 Penalty: 2425.893311
	Iteration 0F: 2 clusters Score -2096690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2084205.000000 Penalty: 4851.786621
	Iteration 0F: 3 clusters Score -2084205 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2088394.000000 Penalty: 4851.786621
	Iteration 1F: 3 clusters Score -2088394 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2089082.125000 Penalty: 4851.786621
	Iteration 2F: 3 clusters Score -2089082 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2089983.375000 Penalty: 4851.786621
	Iteration 3F: 3 clusters Score -2089983 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2091101.750000 Penalty: 4851.786621
	Iteration 4F: 3 clusters Score -2091102 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2092191.250000 Penalty: 4851.786621
	Iteration 5F: 3 clusters Score -2092191 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2093040.625000 Penalty: 4851.786621
	Iteration 6F: 3 clusters Score -2093041 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2093737.375000 Penalty: 4851.786621
	Iteration 7F: 3 clusters Score -2093737 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2094387.250000 Penalty: 4851.786621
	Iteration 8Q: 3 clusters Score -2094387 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2095205.250000 Penalty: 4851.786621
	Iteration 9Q: 3 clusters Score -2095205 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2096061.875000 Penalty: 4851.786621
	Iteration 10Q: 3 clusters Score -2096062 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2096675.875000 Penalty: 4851.786621
	Iteration 11Q: 3 clusters Score -2096676 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2096949.750000 Penalty: 4851.786621
	Iteration 12Q: 3 clusters Score -2096950 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2097054.500000 Penalty: 4851.786621
	Iteration 13Q: 3 clusters Score -2097054 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2097117.500000 Penalty: 4851.786621
	Iteration 14Q: 3 clusters Score -2097118 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2097148.750000 Penalty: 4851.786621
	Iteration 15Q: 3 clusters Score -2097149 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2097174.250000 Penalty: 4851.786621
	Iteration 16Q: 3 clusters Score -2097174 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2097192.500000 Penalty: 4851.786621
	Iteration 17Q: 3 clusters Score -2097192 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2097206.250000 Penalty: 4851.786621
	Iteration 18Q: 3 clusters Score -2097206 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2097216.000000 Penalty: 4851.786621
	Iteration 19Q: 3 clusters Score -2097216 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2097224.250000 Penalty: 4851.786621
	Iteration 20F: 3 clusters Score -2097224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2097230.250000 Penalty: 4851.786621
	Iteration 21Q: 3 clusters Score -2097230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2097239.500000 Penalty: 4851.786621
	Iteration 22Q: 3 clusters Score -2097240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2097246.750000 Penalty: 4851.786621
	Iteration 23Q: 3 clusters Score -2097247 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2097256.250000 Penalty: 4851.786621
	Iteration 24Q: 3 clusters Score -2097256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2097262.250000 Penalty: 4851.786621
	Iteration 25Q: 3 clusters Score -2097262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2097268.250000 Penalty: 4851.786621
	Iteration 26Q: 3 clusters Score -2097268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2097274.000000 Penalty: 4851.786621
	Iteration 27Q: 3 clusters Score -2097274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2097276.000000 Penalty: 4851.786621
	Iteration 28Q: 3 clusters Score -2097276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2097282.000000 Penalty: 4851.786621
	Iteration 29Q: 3 clusters Score -2097282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -2097280.750000 Penalty: 4851.786621
	Iteration 30Q: 3 clusters Score -2097281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -2097283.500000 Penalty: 4851.786621
	Iteration 31Q: 3 clusters Score -2097284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2097280.500000 Penalty: 4851.786621
	Iteration 32Q: 3 clusters Score -2097280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2097282.750000 Penalty: 4851.786621
	Iteration 33Q: 3 clusters Score -2097283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2097286.000000 Penalty: 4851.786621
	Iteration 34Q: 3 clusters Score -2097286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2097282.500000 Penalty: 4851.786621
	Iteration 35Q: 3 clusters Score -2097282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2097284.750000 Penalty: 4851.786621
	Iteration 36Q: 3 clusters Score -2097285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2097293.500000 Penalty: 4851.786621
	Iteration 37Q: 3 clusters Score -2097294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2097293.500000 Penalty: 4851.786621
	Iteration 38Q: 3 clusters Score -2097294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2097295.750000 Penalty: 4851.786621
	Iteration 39Q: 3 clusters Score -2097296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2097296.000000 Penalty: 4851.786621
	Iteration 40F: 3 clusters Score -2097296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2097299.500000 Penalty: 4851.786621
	Iteration 41Q: 3 clusters Score -2097300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2097298.500000 Penalty: 4851.786621
	Iteration 42Q: 3 clusters Score -2097298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2097301.000000 Penalty: 4851.786621
	Iteration 43Q: 3 clusters Score -2097301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2097299.500000 Penalty: 4851.786621
	Iteration 44Q: 3 clusters Score -2097300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2097296.500000 Penalty: 4851.786621
	Iteration 45Q: 3 clusters Score -2097296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -2097301.000000 Penalty: 4851.786621
	Iteration 46Q: 3 clusters Score -2097301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -2097308.750000 Penalty: 4851.786621
	Iteration 47Q: 3 clusters Score -2097309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2097313.000000 Penalty: 4851.786621
	Iteration 48Q: 3 clusters Score -2097313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2097311.250000 Penalty: 4851.786621
	Iteration 49Q: 3 clusters Score -2097311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2097320.250000 Penalty: 4851.786621
	Iteration 50Q: 3 clusters Score -2097320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2097322.750000 Penalty: 4851.786621
	Iteration 51Q: 3 clusters Score -2097323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2097327.500000 Penalty: 4851.786621
	Iteration 52Q: 3 clusters Score -2097328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2097329.250000 Penalty: 4851.786621
	Iteration 53Q: 3 clusters Score -2097329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2097327.000000 Penalty: 4851.786621
	Iteration 54Q: 3 clusters Score -2097327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2097325.500000 Penalty: 4851.786621
	Iteration 55Q: 3 clusters Score -2097326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2097326.000000 Penalty: 4851.786621
	Iteration 56Q: 3 clusters Score -2097326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2097323.750000 Penalty: 4851.786621
	Iteration 57Q: 3 clusters Score -2097324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2097330.750000 Penalty: 4851.786621
	Iteration 58Q: 3 clusters Score -2097331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2097330.250000 Penalty: 4851.786621
	Iteration 59Q: 3 clusters Score -2097330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2097330.250000 Penalty: 4851.786621
	Iteration 60F: 3 clusters Score -2097330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2097332.250000 Penalty: 4851.786621
	Iteration 61Q: 3 clusters Score -2097332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2097333.250000 Penalty: 4851.786621
	Iteration 62Q: 3 clusters Score -2097333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2097336.000000 Penalty: 4851.786621
	Iteration 63Q: 3 clusters Score -2097336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2097336.500000 Penalty: 4851.786621
	Iteration 64Q: 3 clusters Score -2097336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2097337.750000 Penalty: 4851.786621
	Iteration 65Q: 3 clusters Score -2097338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2097337.500000 Penalty: 4851.786621
	Iteration 66Q: 3 clusters Score -2097338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2097334.750000 Penalty: 4851.786621
	Iteration 67Q: 3 clusters Score -2097335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2097339.500000 Penalty: 4851.786621
	Iteration 68Q: 3 clusters Score -2097340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2097339.000000 Penalty: 4851.786621
	Iteration 69Q: 3 clusters Score -2097339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2097338.750000 Penalty: 4851.786621
	Iteration 70Q: 3 clusters Score -2097339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2097342.000000 Penalty: 4851.786621
	Iteration 71Q: 3 clusters Score -2097342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2097343.750000 Penalty: 4851.786621
	Iteration 72Q: 3 clusters Score -2097344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2097343.250000 Penalty: 4851.786621
	Iteration 73Q: 3 clusters Score -2097343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2097342.750000 Penalty: 4851.786621
	Iteration 74Q: 3 clusters Score -2097343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2097340.500000 Penalty: 4851.786621
	Iteration 75Q: 3 clusters Score -2097340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2097345.000000 Penalty: 4851.786621
	Iteration 76Q: 3 clusters Score -2097345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2097344.000000 Penalty: 4851.786621
	Iteration 77Q: 3 clusters Score -2097344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2097341.500000 Penalty: 4851.786621
	Iteration 78Q: 3 clusters Score -2097342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2097342.500000 Penalty: 4851.786621
	Iteration 79Q: 3 clusters Score -2097342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2097342.500000 Penalty: 4851.786621
	Iteration 80F: 3 clusters Score -2097342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191663 members 
Mstep: Class 2 contains 84111 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60752 members 
Mstep: Class 6 contains 3309 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41640 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32339 members 
Mstep: Class 11 contains 9672 members 
Mstep: Class 12 contains 21361 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8084 members 
Mstep: Class 15 contains 9625 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13675 members 
Mstep: Class 19 contains 55721 members 
Mstep: Class 20 contains 11873 members 
Mstep: Class 21 contains 20901 members 
Mstep: Class 22 contains 8966 members 
Mstep: Class 23 contains 6736 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55065 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 6081 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245877 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2306 members 
Mstep: Class 35 contains 229492 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 89906 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
Score: -148068384.000000 Penalty: 139228.203125
Splitting cluster 15 changes total score from -148068256.000000 to -148068384.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 16 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -218862.468750 Penalty: 1855.286133
	Iteration 0F: 2 clusters Score -218862.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -216354.687500 Penalty: 3710.572266
	Iteration 0F: 3 clusters Score -216354.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -216790.796875 Penalty: 3710.572266
	Iteration 1F: 3 clusters Score -216790.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -216928.937500 Penalty: 3710.572266
	Iteration 2F: 3 clusters Score -216928.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -216981.078125 Penalty: 3710.572266
	Iteration 3Q: 3 clusters Score -216981.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -217005.859375 Penalty: 3710.572266
	Iteration 4Q: 3 clusters Score -217005.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -217029.218750 Penalty: 3710.572266
	Iteration 5Q: 3 clusters Score -217029.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -217055.046875 Penalty: 3710.572266
	Iteration 6Q: 3 clusters Score -217055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -217069.359375 Penalty: 3710.572266
	Iteration 7Q: 3 clusters Score -217069.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -217079.625000 Penalty: 3710.572266
	Iteration 8Q: 3 clusters Score -217079.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -217087.609375 Penalty: 3710.572266
	Iteration 9Q: 3 clusters Score -217087.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -217094.140625 Penalty: 3710.572266
	Iteration 10Q: 3 clusters Score -217094.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -217096.578125 Penalty: 3710.572266
	Iteration 11Q: 3 clusters Score -217096.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -217104.421875 Penalty: 3710.572266
	Iteration 12Q: 3 clusters Score -217104.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -217107.281250 Penalty: 3710.572266
	Iteration 13Q: 3 clusters Score -217107.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -217107.890625 Penalty: 3710.572266
	Iteration 14Q: 3 clusters Score -217107.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -217107.890625 Penalty: 3710.572266
	Iteration 15F: 3 clusters Score -217107.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -42888.750000 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -42888.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41496.628906 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -41496.63 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41676.203125 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -41676.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41748.261719 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -41748.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41773.484375 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -41773.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41778.238281 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -41778.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41781.742188 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -41781.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41781.742188 Penalty: 2976.701660
	Iteration 6F: 3 clusters Score -41781.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Entering Unmasked Estep 
Score: -1534580.375000 Penalty: 2361.784668
	Iteration 0F: 2 clusters Score -1534580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1524671.500000 Penalty: 4723.569336
	Iteration 0F: 3 clusters Score -1524672 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1527855.250000 Penalty: 4723.569336
	Iteration 1F: 3 clusters Score -1527855 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1528501.000000 Penalty: 4723.569336
	Iteration 2F: 3 clusters Score -1528501 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1529142.250000 Penalty: 4723.569336
	Iteration 3F: 3 clusters Score -1529142 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1529733.875000 Penalty: 4723.569336
	Iteration 4F: 3 clusters Score -1529734 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1530262.625000 Penalty: 4723.569336
	Iteration 5F: 3 clusters Score -1530263 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1530671.625000 Penalty: 4723.569336
	Iteration 6F: 3 clusters Score -1530672 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1530991.000000 Penalty: 4723.569336
	Iteration 7Q: 3 clusters Score -1530991 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1531233.000000 Penalty: 4723.569336
	Iteration 8Q: 3 clusters Score -1531233 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1531409.875000 Penalty: 4723.569336
	Iteration 9Q: 3 clusters Score -1531410 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1531550.500000 Penalty: 4723.569336
	Iteration 10Q: 3 clusters Score -1531550 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1531670.125000 Penalty: 4723.569336
	Iteration 11Q: 3 clusters Score -1531670 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1531785.875000 Penalty: 4723.569336
	Iteration 12Q: 3 clusters Score -1531786 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1531930.125000 Penalty: 4723.569336
	Iteration 13Q: 3 clusters Score -1531930 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1532091.375000 Penalty: 4723.569336
	Iteration 14Q: 3 clusters Score -1532091 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1532243.875000 Penalty: 4723.569336
	Iteration 15Q: 3 clusters Score -1532244 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1532361.750000 Penalty: 4723.569336
	Iteration 16Q: 3 clusters Score -1532362 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1532439.625000 Penalty: 4723.569336
	Iteration 17Q: 3 clusters Score -1532440 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1532501.250000 Penalty: 4723.569336
	Iteration 18Q: 3 clusters Score -1532501 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1532544.250000 Penalty: 4723.569336
	Iteration 19Q: 3 clusters Score -1532544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1532575.875000 Penalty: 4723.569336
	Iteration 20F: 3 clusters Score -1532576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1532606.375000 Penalty: 4723.569336
	Iteration 21Q: 3 clusters Score -1532606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1532644.250000 Penalty: 4723.569336
	Iteration 22Q: 3 clusters Score -1532644 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1532686.000000 Penalty: 4723.569336
	Iteration 23Q: 3 clusters Score -1532686 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1532730.750000 Penalty: 4723.569336
	Iteration 24Q: 3 clusters Score -1532731 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1532759.375000 Penalty: 4723.569336
	Iteration 25Q: 3 clusters Score -1532759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1532787.375000 Penalty: 4723.569336
	Iteration 26Q: 3 clusters Score -1532787 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1532801.000000 Penalty: 4723.569336
	Iteration 27Q: 3 clusters Score -1532801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1532810.875000 Penalty: 4723.569336
	Iteration 28Q: 3 clusters Score -1532811 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1532819.375000 Penalty: 4723.569336
	Iteration 29Q: 3 clusters Score -1532819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1532832.750000 Penalty: 4723.569336
	Iteration 30Q: 3 clusters Score -1532833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1532837.375000 Penalty: 4723.569336
	Iteration 31Q: 3 clusters Score -1532837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1532841.000000 Penalty: 4723.569336
	Iteration 32Q: 3 clusters Score -1532841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1532841.875000 Penalty: 4723.569336
	Iteration 33Q: 3 clusters Score -1532842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1532844.000000 Penalty: 4723.569336
	Iteration 34Q: 3 clusters Score -1532844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1532844.000000 Penalty: 4723.569336
	Iteration 35Q: 3 clusters Score -1532844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1532844.000000 Penalty: 4723.569336
	Iteration 36F: 3 clusters Score -1532844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Entering Unmasked Estep 
Score: -6443159.500000 Penalty: 2710.171875
	Iteration 0F: 2 clusters Score -6443160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -6405864.500000 Penalty: 5420.343750
	Iteration 0F: 3 clusters Score -6405864 nChanged 25611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -6420395.000000 Penalty: 5420.343750
	Iteration 1F: 3 clusters Score -6420395 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -6421471.000000 Penalty: 5420.343750
	Iteration 2Q: 3 clusters Score -6421471 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -6422664.500000 Penalty: 5420.343750
	Iteration 3Q: 3 clusters Score -6422664 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -6424140.500000 Penalty: 5420.343750
	Iteration 4F: 3 clusters Score -6424140 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -6425711.500000 Penalty: 5420.343750
	Iteration 5F: 3 clusters Score -6425712 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -6427223.000000 Penalty: 5420.343750
	Iteration 6F: 3 clusters Score -6427223 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -6428393.000000 Penalty: 5420.343750
	Iteration 7F: 3 clusters Score -6428393 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -6429418.000000 Penalty: 5420.343750
	Iteration 8Q: 3 clusters Score -6429418 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -6430303.500000 Penalty: 5420.343750
	Iteration 9Q: 3 clusters Score -6430304 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -6431080.000000 Penalty: 5420.343750
	Iteration 10Q: 3 clusters Score -6431080 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -6431867.500000 Penalty: 5420.343750
	Iteration 11Q: 3 clusters Score -6431868 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -6432567.500000 Penalty: 5420.343750
	Iteration 12Q: 3 clusters Score -6432568 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -6433197.000000 Penalty: 5420.343750
	Iteration 13Q: 3 clusters Score -6433197 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -6433700.500000 Penalty: 5420.343750
	Iteration 14Q: 3 clusters Score -6433700 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -6434135.000000 Penalty: 5420.343750
	Iteration 15Q: 3 clusters Score -6434135 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -6434401.500000 Penalty: 5420.343750
	Iteration 16Q: 3 clusters Score -6434402 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -6434652.000000 Penalty: 5420.343750
	Iteration 17Q: 3 clusters Score -6434652 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -6434881.000000 Penalty: 5420.343750
	Iteration 18Q: 3 clusters Score -6434881 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -6435094.000000 Penalty: 5420.343750
	Iteration 19Q: 3 clusters Score -6435094 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -6435298.000000 Penalty: 5420.343750
	Iteration 20F: 3 clusters Score -6435298 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -6435481.000000 Penalty: 5420.343750
	Iteration 21Q: 3 clusters Score -6435481 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -6435703.500000 Penalty: 5420.343750
	Iteration 22Q: 3 clusters Score -6435704 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -6435885.500000 Penalty: 5420.343750
	Iteration 23Q: 3 clusters Score -6435886 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -6436061.500000 Penalty: 5420.343750
	Iteration 24Q: 3 clusters Score -6436062 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -6436196.000000 Penalty: 5420.343750
	Iteration 25Q: 3 clusters Score -6436196 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -6436338.000000 Penalty: 5420.343750
	Iteration 26Q: 3 clusters Score -6436338 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -6436490.500000 Penalty: 5420.343750
	Iteration 27Q: 3 clusters Score -6436490 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -6436676.500000 Penalty: 5420.343750
	Iteration 28Q: 3 clusters Score -6436676 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -6436825.500000 Penalty: 5420.343750
	Iteration 29Q: 3 clusters Score -6436826 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -6436979.000000 Penalty: 5420.343750
	Iteration 30Q: 3 clusters Score -6436979 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -6437161.000000 Penalty: 5420.343750
	Iteration 31Q: 3 clusters Score -6437161 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -6437316.500000 Penalty: 5420.343750
	Iteration 32Q: 3 clusters Score -6437316 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -6437458.000000 Penalty: 5420.343750
	Iteration 33Q: 3 clusters Score -6437458 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -6437657.500000 Penalty: 5420.343750
	Iteration 34Q: 3 clusters Score -6437658 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -6437872.500000 Penalty: 5420.343750
	Iteration 35Q: 3 clusters Score -6437872 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -6438069.500000 Penalty: 5420.343750
	Iteration 36Q: 3 clusters Score -6438070 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -6438285.000000 Penalty: 5420.343750
	Iteration 37Q: 3 clusters Score -6438285 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -6438510.000000 Penalty: 5420.343750
	Iteration 38Q: 3 clusters Score -6438510 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -6438822.500000 Penalty: 5420.343750
	Iteration 39Q: 3 clusters Score -6438822 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -6439111.500000 Penalty: 5420.343750
	Iteration 40F: 3 clusters Score -6439112 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -6439438.500000 Penalty: 5420.343750
	Iteration 41Q: 3 clusters Score -6439438 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -6439719.500000 Penalty: 5420.343750
	Iteration 42Q: 3 clusters Score -6439720 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -6440070.000000 Penalty: 5420.343750
	Iteration 43Q: 3 clusters Score -6440070 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -6440337.000000 Penalty: 5420.343750
	Iteration 44Q: 3 clusters Score -6440337 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -6440603.500000 Penalty: 5420.343750
	Iteration 45Q: 3 clusters Score -6440604 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -6440836.000000 Penalty: 5420.343750
	Iteration 46Q: 3 clusters Score -6440836 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -6441054.500000 Penalty: 5420.343750
	Iteration 47Q: 3 clusters Score -6441054 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -6441228.000000 Penalty: 5420.343750
	Iteration 48Q: 3 clusters Score -6441228 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 49211 members 
Entering Unmasked Estep 
Score: -6441335.500000 Penalty: 5420.343750
	Iteration 49Q: 3 clusters Score -6441336 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -6441475.000000 Penalty: 5420.343750
	Iteration 50Q: 3 clusters Score -6441475 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -6441562.000000 Penalty: 5420.343750
	Iteration 51Q: 3 clusters Score -6441562 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -6441624.500000 Penalty: 5420.343750
	Iteration 52Q: 3 clusters Score -6441624 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -6441647.000000 Penalty: 5420.343750
	Iteration 53Q: 3 clusters Score -6441647 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -6441689.500000 Penalty: 5420.343750
	Iteration 54Q: 3 clusters Score -6441690 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -6441711.000000 Penalty: 5420.343750
	Iteration 55Q: 3 clusters Score -6441711 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -6441758.000000 Penalty: 5420.343750
	Iteration 56Q: 3 clusters Score -6441758 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -6441779.000000 Penalty: 5420.343750
	Iteration 57Q: 3 clusters Score -6441779 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -6441819.500000 Penalty: 5420.343750
	Iteration 58Q: 3 clusters Score -6441820 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -6441829.000000 Penalty: 5420.343750
	Iteration 59Q: 3 clusters Score -6441829 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -6441835.500000 Penalty: 5420.343750
	Iteration 60F: 3 clusters Score -6441836 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -6441852.500000 Penalty: 5420.343750
	Iteration 61Q: 3 clusters Score -6441852 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -6441856.000000 Penalty: 5420.343750
	Iteration 62Q: 3 clusters Score -6441856 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -6441868.500000 Penalty: 5420.343750
	Iteration 63Q: 3 clusters Score -6441868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -6441883.000000 Penalty: 5420.343750
	Iteration 64Q: 3 clusters Score -6441883 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -6441894.500000 Penalty: 5420.343750
	Iteration 65Q: 3 clusters Score -6441894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -6441903.000000 Penalty: 5420.343750
	Iteration 66Q: 3 clusters Score -6441903 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -6441899.500000 Penalty: 5420.343750
	Iteration 67Q: 3 clusters Score -6441900 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -6441913.000000 Penalty: 5420.343750
	Iteration 68Q: 3 clusters Score -6441913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -6441929.500000 Penalty: 5420.343750
	Iteration 69Q: 3 clusters Score -6441930 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 51643 members 
Entering Unmasked Estep 
Score: -6441944.000000 Penalty: 5420.343750
	Iteration 70Q: 3 clusters Score -6441944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 51678 members 
Entering Unmasked Estep 
Score: -6441946.000000 Penalty: 5420.343750
	Iteration 71Q: 3 clusters Score -6441946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -6441952.000000 Penalty: 5420.343750
	Iteration 72Q: 3 clusters Score -6441952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -6441946.500000 Penalty: 5420.343750
	Iteration 73Q: 3 clusters Score -6441946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -6441962.000000 Penalty: 5420.343750
	Iteration 74Q: 3 clusters Score -6441962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -6441945.500000 Penalty: 5420.343750
	Iteration 75Q: 3 clusters Score -6441946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -6441948.000000 Penalty: 5420.343750
	Iteration 76Q: 3 clusters Score -6441948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -6441946.500000 Penalty: 5420.343750
	Iteration 77Q: 3 clusters Score -6441946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
Score: -6441959.500000 Penalty: 5420.343750
	Iteration 78Q: 3 clusters Score -6441960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -6441955.500000 Penalty: 5420.343750
	Iteration 79Q: 3 clusters Score -6441956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -6441967.000000 Penalty: 5420.343750
	Iteration 80F: 3 clusters Score -6441967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -6441964.000000 Penalty: 5420.343750
	Iteration 81Q: 3 clusters Score -6441964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 51954 members 
Entering Unmasked Estep 
Score: -6441982.500000 Penalty: 5420.343750
	Iteration 82Q: 3 clusters Score -6441982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -6441982.500000 Penalty: 5420.343750
	Iteration 83Q: 3 clusters Score -6441982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -6441987.500000 Penalty: 5420.343750
	Iteration 84Q: 3 clusters Score -6441988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -6441992.000000 Penalty: 5420.343750
	Iteration 85Q: 3 clusters Score -6441992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -6441996.500000 Penalty: 5420.343750
	Iteration 86Q: 3 clusters Score -6441996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -6441992.000000 Penalty: 5420.343750
	Iteration 87Q: 3 clusters Score -6441992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -6442000.000000 Penalty: 5420.343750
	Iteration 88Q: 3 clusters Score -6442000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -6442003.000000 Penalty: 5420.343750
	Iteration 89Q: 3 clusters Score -6442003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -6441998.000000 Penalty: 5420.343750
	Iteration 90Q: 3 clusters Score -6441998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -6442000.500000 Penalty: 5420.343750
	Iteration 91Q: 3 clusters Score -6442000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -6442004.500000 Penalty: 5420.343750
	Iteration 92Q: 3 clusters Score -6442004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -6442006.500000 Penalty: 5420.343750
	Iteration 93Q: 3 clusters Score -6442006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -6442009.000000 Penalty: 5420.343750
	Iteration 94Q: 3 clusters Score -6442009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 52101 members 
Entering Unmasked Estep 
Score: -6442000.000000 Penalty: 5420.343750
	Iteration 95Q: 3 clusters Score -6442000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -6442000.000000 Penalty: 5420.343750
	Iteration 96Q: 3 clusters Score -6442000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -6442000.500000 Penalty: 5420.343750
	Iteration 97Q: 3 clusters Score -6442000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -6441996.000000 Penalty: 5420.343750
	Iteration 98Q: 3 clusters Score -6441996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 52122 members 
Entering Unmasked Estep 
Score: -6441998.000000 Penalty: 5420.343750
	Iteration 99Q: 3 clusters Score -6441998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 52127 members 
Entering Unmasked Estep 
Score: -6441994.000000 Penalty: 5420.343750
	Iteration 100F: 3 clusters Score -6441994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -6442001.500000 Penalty: 5420.343750
	Iteration 101Q: 3 clusters Score -6442002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -6442000.000000 Penalty: 5420.343750
	Iteration 102Q: 3 clusters Score -6442000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -6442002.000000 Penalty: 5420.343750
	Iteration 103Q: 3 clusters Score -6442002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -6442002.000000 Penalty: 5420.343750
	Iteration 104F: 3 clusters Score -6442002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Entering Unmasked Estep 
Score: -1484446.125000 Penalty: 2326.741455
	Iteration 0F: 2 clusters Score -1484446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1475598.000000 Penalty: 4653.482910
	Iteration 0F: 3 clusters Score -1475598 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1478192.375000 Penalty: 4653.482910
	Iteration 1F: 3 clusters Score -1478192 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1478485.875000 Penalty: 4653.482910
	Iteration 2F: 3 clusters Score -1478486 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1478774.500000 Penalty: 4653.482910
	Iteration 3Q: 3 clusters Score -1478774 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1479087.250000 Penalty: 4653.482910
	Iteration 4Q: 3 clusters Score -1479087 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1479415.000000 Penalty: 4653.482910
	Iteration 5Q: 3 clusters Score -1479415 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1479779.750000 Penalty: 4653.482910
	Iteration 6F: 3 clusters Score -1479780 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1480161.250000 Penalty: 4653.482910
	Iteration 7F: 3 clusters Score -1480161 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1480576.000000 Penalty: 4653.482910
	Iteration 8F: 3 clusters Score -1480576 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1481012.500000 Penalty: 4653.482910
	Iteration 9F: 3 clusters Score -1481012 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1481375.375000 Penalty: 4653.482910
	Iteration 10Q: 3 clusters Score -1481375 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1481645.250000 Penalty: 4653.482910
	Iteration 11Q: 3 clusters Score -1481645 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1481823.000000 Penalty: 4653.482910
	Iteration 12Q: 3 clusters Score -1481823 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1481918.375000 Penalty: 4653.482910
	Iteration 13Q: 3 clusters Score -1481918 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1481969.000000 Penalty: 4653.482910
	Iteration 14Q: 3 clusters Score -1481969 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1482008.625000 Penalty: 4653.482910
	Iteration 15Q: 3 clusters Score -1482009 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1482040.375000 Penalty: 4653.482910
	Iteration 16Q: 3 clusters Score -1482040 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1482069.500000 Penalty: 4653.482910
	Iteration 17Q: 3 clusters Score -1482070 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1482094.125000 Penalty: 4653.482910
	Iteration 18Q: 3 clusters Score -1482094 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1482107.500000 Penalty: 4653.482910
	Iteration 19Q: 3 clusters Score -1482108 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1482125.250000 Penalty: 4653.482910
	Iteration 20F: 3 clusters Score -1482125 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1482141.375000 Penalty: 4653.482910
	Iteration 21Q: 3 clusters Score -1482141 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1482153.125000 Penalty: 4653.482910
	Iteration 22Q: 3 clusters Score -1482153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1482160.250000 Penalty: 4653.482910
	Iteration 23Q: 3 clusters Score -1482160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1482168.875000 Penalty: 4653.482910
	Iteration 24Q: 3 clusters Score -1482169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1482178.750000 Penalty: 4653.482910
	Iteration 25Q: 3 clusters Score -1482179 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1482183.625000 Penalty: 4653.482910
	Iteration 26Q: 3 clusters Score -1482184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1482193.875000 Penalty: 4653.482910
	Iteration 27Q: 3 clusters Score -1482194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1482200.250000 Penalty: 4653.482910
	Iteration 28Q: 3 clusters Score -1482200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1482204.250000 Penalty: 4653.482910
	Iteration 29Q: 3 clusters Score -1482204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1482205.250000 Penalty: 4653.482910
	Iteration 30Q: 3 clusters Score -1482205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1482210.500000 Penalty: 4653.482910
	Iteration 31Q: 3 clusters Score -1482210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1482216.375000 Penalty: 4653.482910
	Iteration 32Q: 3 clusters Score -1482216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1482220.000000 Penalty: 4653.482910
	Iteration 33Q: 3 clusters Score -1482220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1482219.375000 Penalty: 4653.482910
	Iteration 34Q: 3 clusters Score -1482219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1482225.875000 Penalty: 4653.482910
	Iteration 35Q: 3 clusters Score -1482226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1482232.125000 Penalty: 4653.482910
	Iteration 36Q: 3 clusters Score -1482232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1482233.125000 Penalty: 4653.482910
	Iteration 37Q: 3 clusters Score -1482233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1482233.625000 Penalty: 4653.482910
	Iteration 38Q: 3 clusters Score -1482234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1482237.250000 Penalty: 4653.482910
	Iteration 39Q: 3 clusters Score -1482237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1482236.000000 Penalty: 4653.482910
	Iteration 40F: 3 clusters Score -1482236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1482239.000000 Penalty: 4653.482910
	Iteration 41Q: 3 clusters Score -1482239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1482240.875000 Penalty: 4653.482910
	Iteration 42Q: 3 clusters Score -1482241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1482240.375000 Penalty: 4653.482910
	Iteration 43Q: 3 clusters Score -1482240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1482239.625000 Penalty: 4653.482910
	Iteration 44Q: 3 clusters Score -1482240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1482242.375000 Penalty: 4653.482910
	Iteration 45Q: 3 clusters Score -1482242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1482241.250000 Penalty: 4653.482910
	Iteration 46Q: 3 clusters Score -1482241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1482245.000000 Penalty: 4653.482910
	Iteration 47Q: 3 clusters Score -1482245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1482243.750000 Penalty: 4653.482910
	Iteration 48Q: 3 clusters Score -1482244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1482247.750000 Penalty: 4653.482910
	Iteration 49Q: 3 clusters Score -1482248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1482248.500000 Penalty: 4653.482910
	Iteration 50Q: 3 clusters Score -1482248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1482250.500000 Penalty: 4653.482910
	Iteration 51Q: 3 clusters Score -1482250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1482249.500000 Penalty: 4653.482910
	Iteration 52Q: 3 clusters Score -1482250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1482249.125000 Penalty: 4653.482910
	Iteration 53Q: 3 clusters Score -1482249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1482254.125000 Penalty: 4653.482910
	Iteration 54Q: 3 clusters Score -1482254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1482253.000000 Penalty: 4653.482910
	Iteration 55Q: 3 clusters Score -1482253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1482254.375000 Penalty: 4653.482910
	Iteration 56Q: 3 clusters Score -1482254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1482253.750000 Penalty: 4653.482910
	Iteration 57Q: 3 clusters Score -1482254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1482259.375000 Penalty: 4653.482910
	Iteration 58Q: 3 clusters Score -1482259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1482258.250000 Penalty: 4653.482910
	Iteration 59Q: 3 clusters Score -1482258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1482258.625000 Penalty: 4653.482910
	Iteration 60F: 3 clusters Score -1482259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1482258.000000 Penalty: 4653.482910
	Iteration 61Q: 3 clusters Score -1482258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1482258.000000 Penalty: 4653.482910
	Iteration 62Q: 3 clusters Score -1482258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1482260.875000 Penalty: 4653.482910
	Iteration 63Q: 3 clusters Score -1482261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1482260.125000 Penalty: 4653.482910
	Iteration 64Q: 3 clusters Score -1482260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1482261.750000 Penalty: 4653.482910
	Iteration 65Q: 3 clusters Score -1482262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1482263.125000 Penalty: 4653.482910
	Iteration 66Q: 3 clusters Score -1482263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1482261.000000 Penalty: 4653.482910
	Iteration 67Q: 3 clusters Score -1482261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1482262.375000 Penalty: 4653.482910
	Iteration 68Q: 3 clusters Score -1482262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1482261.875000 Penalty: 4653.482910
	Iteration 69Q: 3 clusters Score -1482262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1482260.750000 Penalty: 4653.482910
	Iteration 70Q: 3 clusters Score -1482261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1482258.750000 Penalty: 4653.482910
	Iteration 71Q: 3 clusters Score -1482259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1482262.750000 Penalty: 4653.482910
	Iteration 72Q: 3 clusters Score -1482263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1482260.875000 Penalty: 4653.482910
	Iteration 73Q: 3 clusters Score -1482261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1482262.625000 Penalty: 4653.482910
	Iteration 74Q: 3 clusters Score -1482263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1482260.875000 Penalty: 4653.482910
	Iteration 75Q: 3 clusters Score -1482261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1482259.125000 Penalty: 4653.482910
	Iteration 76Q: 3 clusters Score -1482259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1482261.500000 Penalty: 4653.482910
	Iteration 77Q: 3 clusters Score -1482262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1482259.125000 Penalty: 4653.482910
	Iteration 78Q: 3 clusters Score -1482259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1482261.000000 Penalty: 4653.482910
	Iteration 79Q: 3 clusters Score -1482261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1482263.625000 Penalty: 4653.482910
	Iteration 80F: 3 clusters Score -1482264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1482263.125000 Penalty: 4653.482910
	Iteration 81Q: 3 clusters Score -1482263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1482264.250000 Penalty: 4653.482910
	Iteration 82Q: 3 clusters Score -1482264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1482264.500000 Penalty: 4653.482910
	Iteration 83Q: 3 clusters Score -1482264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1482265.000000 Penalty: 4653.482910
	Iteration 84Q: 3 clusters Score -1482265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1482262.750000 Penalty: 4653.482910
	Iteration 85Q: 3 clusters Score -1482263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1482263.125000 Penalty: 4653.482910
	Iteration 86Q: 3 clusters Score -1482263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1482263.250000 Penalty: 4653.482910
	Iteration 87Q: 3 clusters Score -1482263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1482263.250000 Penalty: 4653.482910
	Iteration 88F: 3 clusters Score -1482263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Entering Unmasked Estep 
Score: -2602052.250000 Penalty: 2466.993164
	Iteration 0F: 2 clusters Score -2602052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2587417.000000 Penalty: 4933.986328
	Iteration 0F: 3 clusters Score -2587417 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2592436.250000 Penalty: 4933.986328
	Iteration 1F: 3 clusters Score -2592436 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -2592801.750000 Penalty: 4933.986328
	Iteration 2F: 3 clusters Score -2592802 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2593145.500000 Penalty: 4933.986328
	Iteration 3Q: 3 clusters Score -2593146 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2593454.000000 Penalty: 4933.986328
	Iteration 4Q: 3 clusters Score -2593454 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2593781.000000 Penalty: 4933.986328
	Iteration 5Q: 3 clusters Score -2593781 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2594109.500000 Penalty: 4933.986328
	Iteration 6Q: 3 clusters Score -2594110 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2594522.500000 Penalty: 4933.986328
	Iteration 7Q: 3 clusters Score -2594522 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2594931.500000 Penalty: 4933.986328
	Iteration 8Q: 3 clusters Score -2594932 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2595392.250000 Penalty: 4933.986328
	Iteration 9Q: 3 clusters Score -2595392 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2595892.500000 Penalty: 4933.986328
	Iteration 10Q: 3 clusters Score -2595892 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2596414.500000 Penalty: 4933.986328
	Iteration 11Q: 3 clusters Score -2596414 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2596867.750000 Penalty: 4933.986328
	Iteration 12Q: 3 clusters Score -2596868 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2597211.500000 Penalty: 4933.986328
	Iteration 13Q: 3 clusters Score -2597212 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2597514.500000 Penalty: 4933.986328
	Iteration 14Q: 3 clusters Score -2597514 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2597719.000000 Penalty: 4933.986328
	Iteration 15Q: 3 clusters Score -2597719 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -2597912.250000 Penalty: 4933.986328
	Iteration 16Q: 3 clusters Score -2597912 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2598093.750000 Penalty: 4933.986328
	Iteration 17Q: 3 clusters Score -2598094 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2598238.500000 Penalty: 4933.986328
	Iteration 18Q: 3 clusters Score -2598238 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2598379.500000 Penalty: 4933.986328
	Iteration 19Q: 3 clusters Score -2598380 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2598516.250000 Penalty: 4933.986328
	Iteration 20F: 3 clusters Score -2598516 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2598637.750000 Penalty: 4933.986328
	Iteration 21Q: 3 clusters Score -2598638 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2598745.750000 Penalty: 4933.986328
	Iteration 22Q: 3 clusters Score -2598746 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2598868.250000 Penalty: 4933.986328
	Iteration 23Q: 3 clusters Score -2598868 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2598962.500000 Penalty: 4933.986328
	Iteration 24Q: 3 clusters Score -2598962 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2599078.500000 Penalty: 4933.986328
	Iteration 25Q: 3 clusters Score -2599078 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -2599177.250000 Penalty: 4933.986328
	Iteration 26Q: 3 clusters Score -2599177 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2599265.500000 Penalty: 4933.986328
	Iteration 27Q: 3 clusters Score -2599266 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2599360.750000 Penalty: 4933.986328
	Iteration 28Q: 3 clusters Score -2599361 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2599449.750000 Penalty: 4933.986328
	Iteration 29Q: 3 clusters Score -2599450 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2599525.250000 Penalty: 4933.986328
	Iteration 30Q: 3 clusters Score -2599525 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2599592.750000 Penalty: 4933.986328
	Iteration 31Q: 3 clusters Score -2599593 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2599656.500000 Penalty: 4933.986328
	Iteration 32Q: 3 clusters Score -2599656 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2599705.000000 Penalty: 4933.986328
	Iteration 33Q: 3 clusters Score -2599705 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2599738.500000 Penalty: 4933.986328
	Iteration 34Q: 3 clusters Score -2599738 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2599784.000000 Penalty: 4933.986328
	Iteration 35Q: 3 clusters Score -2599784 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2599815.000000 Penalty: 4933.986328
	Iteration 36Q: 3 clusters Score -2599815 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2599854.750000 Penalty: 4933.986328
	Iteration 37Q: 3 clusters Score -2599855 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2599879.250000 Penalty: 4933.986328
	Iteration 38Q: 3 clusters Score -2599879 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2599896.000000 Penalty: 4933.986328
	Iteration 39Q: 3 clusters Score -2599896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2599911.250000 Penalty: 4933.986328
	Iteration 40F: 3 clusters Score -2599911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2599916.000000 Penalty: 4933.986328
	Iteration 41Q: 3 clusters Score -2599916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2599922.500000 Penalty: 4933.986328
	Iteration 42Q: 3 clusters Score -2599922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2599931.250000 Penalty: 4933.986328
	Iteration 43Q: 3 clusters Score -2599931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2599935.000000 Penalty: 4933.986328
	Iteration 44Q: 3 clusters Score -2599935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2599944.000000 Penalty: 4933.986328
	Iteration 45Q: 3 clusters Score -2599944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2599953.000000 Penalty: 4933.986328
	Iteration 46Q: 3 clusters Score -2599953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2599962.750000 Penalty: 4933.986328
	Iteration 47Q: 3 clusters Score -2599963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2599966.250000 Penalty: 4933.986328
	Iteration 48Q: 3 clusters Score -2599966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2599973.750000 Penalty: 4933.986328
	Iteration 49Q: 3 clusters Score -2599974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2599973.500000 Penalty: 4933.986328
	Iteration 50Q: 3 clusters Score -2599974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2599972.250000 Penalty: 4933.986328
	Iteration 51Q: 3 clusters Score -2599972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2599975.250000 Penalty: 4933.986328
	Iteration 52Q: 3 clusters Score -2599975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2599977.750000 Penalty: 4933.986328
	Iteration 53Q: 3 clusters Score -2599978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2599975.500000 Penalty: 4933.986328
	Iteration 54Q: 3 clusters Score -2599976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2599974.750000 Penalty: 4933.986328
	Iteration 55Q: 3 clusters Score -2599975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2599983.500000 Penalty: 4933.986328
	Iteration 56Q: 3 clusters Score -2599984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2599981.500000 Penalty: 4933.986328
	Iteration 57Q: 3 clusters Score -2599982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2599983.500000 Penalty: 4933.986328
	Iteration 58Q: 3 clusters Score -2599984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2599984.750000 Penalty: 4933.986328
	Iteration 59Q: 3 clusters Score -2599985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2599983.750000 Penalty: 4933.986328
	Iteration 60F: 3 clusters Score -2599984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2599985.250000 Penalty: 4933.986328
	Iteration 61Q: 3 clusters Score -2599985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2599985.250000 Penalty: 4933.986328
	Iteration 62Q: 3 clusters Score -2599985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2599985.250000 Penalty: 4933.986328
	Iteration 63Q: 3 clusters Score -2599985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2599986.750000 Penalty: 4933.986328
	Iteration 64Q: 3 clusters Score -2599987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2599990.000000 Penalty: 4933.986328
	Iteration 65Q: 3 clusters Score -2599990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2599986.750000 Penalty: 4933.986328
	Iteration 66Q: 3 clusters Score -2599987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2599986.750000 Penalty: 4933.986328
	Iteration 67F: 3 clusters Score -2599987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Entering Unmasked Estep 
Score: -1015612.187500 Penalty: 2257.096436
	Iteration 0F: 2 clusters Score -1015612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1008567.312500 Penalty: 4514.192871
	Iteration 0F: 3 clusters Score -1008567 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1010566.125000 Penalty: 4514.192871
	Iteration 1F: 3 clusters Score -1010566 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1010961.250000 Penalty: 4514.192871
	Iteration 2F: 3 clusters Score -1010961 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1011318.562500 Penalty: 4514.192871
	Iteration 3F: 3 clusters Score -1011319 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1011611.750000 Penalty: 4514.192871
	Iteration 4F: 3 clusters Score -1011612 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1011808.062500 Penalty: 4514.192871
	Iteration 5Q: 3 clusters Score -1011808 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1011952.000000 Penalty: 4514.192871
	Iteration 6Q: 3 clusters Score -1011952 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1012095.000000 Penalty: 4514.192871
	Iteration 7Q: 3 clusters Score -1012095 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1012218.625000 Penalty: 4514.192871
	Iteration 8Q: 3 clusters Score -1012219 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1012333.750000 Penalty: 4514.192871
	Iteration 9Q: 3 clusters Score -1012334 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1012455.187500 Penalty: 4514.192871
	Iteration 10Q: 3 clusters Score -1012455 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1012602.375000 Penalty: 4514.192871
	Iteration 11Q: 3 clusters Score -1012602 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1012757.937500 Penalty: 4514.192871
	Iteration 12Q: 3 clusters Score -1012758 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1012912.937500 Penalty: 4514.192871
	Iteration 13Q: 3 clusters Score -1012913 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1013050.187500 Penalty: 4514.192871
	Iteration 14Q: 3 clusters Score -1013050 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1013158.500000 Penalty: 4514.192871
	Iteration 15Q: 3 clusters Score -1013158 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1013257.187500 Penalty: 4514.192871
	Iteration 16Q: 3 clusters Score -1013257 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1013387.250000 Penalty: 4514.192871
	Iteration 17Q: 3 clusters Score -1013387 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1013542.812500 Penalty: 4514.192871
	Iteration 18Q: 3 clusters Score -1013543 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1013690.562500 Penalty: 4514.192871
	Iteration 19Q: 3 clusters Score -1013691 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1013807.375000 Penalty: 4514.192871
	Iteration 20F: 3 clusters Score -1013807 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1013897.375000 Penalty: 4514.192871
	Iteration 21Q: 3 clusters Score -1013897 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1013959.625000 Penalty: 4514.192871
	Iteration 22Q: 3 clusters Score -1013960 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1014015.437500 Penalty: 4514.192871
	Iteration 23Q: 3 clusters Score -1014015 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1014051.062500 Penalty: 4514.192871
	Iteration 24Q: 3 clusters Score -1014051 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1014074.437500 Penalty: 4514.192871
	Iteration 25Q: 3 clusters Score -1014074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1014092.437500 Penalty: 4514.192871
	Iteration 26Q: 3 clusters Score -1014092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1014103.312500 Penalty: 4514.192871
	Iteration 27Q: 3 clusters Score -1014103 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1014107.437500 Penalty: 4514.192871
	Iteration 28Q: 3 clusters Score -1014107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1014113.562500 Penalty: 4514.192871
	Iteration 29Q: 3 clusters Score -1014114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1014120.000000 Penalty: 4514.192871
	Iteration 30Q: 3 clusters Score -1014120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1014122.625000 Penalty: 4514.192871
	Iteration 31Q: 3 clusters Score -1014123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1014127.625000 Penalty: 4514.192871
	Iteration 32Q: 3 clusters Score -1014128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1014132.812500 Penalty: 4514.192871
	Iteration 33Q: 3 clusters Score -1014133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1014137.250000 Penalty: 4514.192871
	Iteration 34Q: 3 clusters Score -1014137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1014140.125000 Penalty: 4514.192871
	Iteration 35Q: 3 clusters Score -1014140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1014142.250000 Penalty: 4514.192871
	Iteration 36Q: 3 clusters Score -1014142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1014144.062500 Penalty: 4514.192871
	Iteration 37Q: 3 clusters Score -1014144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1014146.312500 Penalty: 4514.192871
	Iteration 38Q: 3 clusters Score -1014146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1014144.187500 Penalty: 4514.192871
	Iteration 39Q: 3 clusters Score -1014144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1014146.125000 Penalty: 4514.192871
	Iteration 40F: 3 clusters Score -1014146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1014147.062500 Penalty: 4514.192871
	Iteration 41Q: 3 clusters Score -1014147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1014146.687500 Penalty: 4514.192871
	Iteration 42Q: 3 clusters Score -1014147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1014146.687500 Penalty: 4514.192871
	Iteration 43F: 3 clusters Score -1014147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Entering Unmasked Estep 
Score: -773341.062500 Penalty: 2186.175049
	Iteration 0F: 2 clusters Score -773341.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -767719.000000 Penalty: 4372.350098
	Iteration 0F: 3 clusters Score -767719 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -769289.125000 Penalty: 4372.350098
	Iteration 1F: 3 clusters Score -769289.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -769713.750000 Penalty: 4372.350098
	Iteration 2F: 3 clusters Score -769713.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -770162.750000 Penalty: 4372.350098
	Iteration 3F: 3 clusters Score -770162.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -770630.687500 Penalty: 4372.350098
	Iteration 4F: 3 clusters Score -770630.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -771056.562500 Penalty: 4372.350098
	Iteration 5F: 3 clusters Score -771056.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -771362.437500 Penalty: 4372.350098
	Iteration 6F: 3 clusters Score -771362.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -771549.937500 Penalty: 4372.350098
	Iteration 7Q: 3 clusters Score -771549.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -771719.125000 Penalty: 4372.350098
	Iteration 8Q: 3 clusters Score -771719.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -771863.562500 Penalty: 4372.350098
	Iteration 9Q: 3 clusters Score -771863.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -771988.250000 Penalty: 4372.350098
	Iteration 10Q: 3 clusters Score -771988.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -772081.625000 Penalty: 4372.350098
	Iteration 11Q: 3 clusters Score -772081.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -772154.125000 Penalty: 4372.350098
	Iteration 12Q: 3 clusters Score -772154.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -772210.687500 Penalty: 4372.350098
	Iteration 13Q: 3 clusters Score -772210.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -772239.937500 Penalty: 4372.350098
	Iteration 14Q: 3 clusters Score -772239.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -772260.187500 Penalty: 4372.350098
	Iteration 15Q: 3 clusters Score -772260.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -772274.750000 Penalty: 4372.350098
	Iteration 16Q: 3 clusters Score -772274.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -772284.062500 Penalty: 4372.350098
	Iteration 17Q: 3 clusters Score -772284.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -772292.125000 Penalty: 4372.350098
	Iteration 18Q: 3 clusters Score -772292.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -772300.437500 Penalty: 4372.350098
	Iteration 19Q: 3 clusters Score -772300.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -772306.125000 Penalty: 4372.350098
	Iteration 20F: 3 clusters Score -772306.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -772312.187500 Penalty: 4372.350098
	Iteration 21Q: 3 clusters Score -772312.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -772315.125000 Penalty: 4372.350098
	Iteration 22Q: 3 clusters Score -772315.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -772315.562500 Penalty: 4372.350098
	Iteration 23Q: 3 clusters Score -772315.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -772317.937500 Penalty: 4372.350098
	Iteration 24Q: 3 clusters Score -772317.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -772321.812500 Penalty: 4372.350098
	Iteration 25Q: 3 clusters Score -772321.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -772321.937500 Penalty: 4372.350098
	Iteration 26Q: 3 clusters Score -772321.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -772323.375000 Penalty: 4372.350098
	Iteration 27Q: 3 clusters Score -772323.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -772324.687500 Penalty: 4372.350098
	Iteration 28Q: 3 clusters Score -772324.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -772324.687500 Penalty: 4372.350098
	Iteration 29F: 3 clusters Score -772324.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Entering Unmasked Estep 
Score: -549979.500000 Penalty: 2096.020264
	Iteration 0F: 2 clusters Score -549979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -545678.437500 Penalty: 4192.040527
	Iteration 0F: 3 clusters Score -545678.4 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -546757.187500 Penalty: 4192.040527
	Iteration 1F: 3 clusters Score -546757.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -547042.437500 Penalty: 4192.040527
	Iteration 2F: 3 clusters Score -547042.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -547265.750000 Penalty: 4192.040527
	Iteration 3F: 3 clusters Score -547265.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -547454.125000 Penalty: 4192.040527
	Iteration 4F: 3 clusters Score -547454.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -547608.750000 Penalty: 4192.040527
	Iteration 5Q: 3 clusters Score -547608.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -547718.875000 Penalty: 4192.040527
	Iteration 6Q: 3 clusters Score -547718.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -547806.375000 Penalty: 4192.040527
	Iteration 7Q: 3 clusters Score -547806.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -547883.937500 Penalty: 4192.040527
	Iteration 8Q: 3 clusters Score -547883.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -547949.437500 Penalty: 4192.040527
	Iteration 9Q: 3 clusters Score -547949.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -548013.625000 Penalty: 4192.040527
	Iteration 10Q: 3 clusters Score -548013.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -548076.562500 Penalty: 4192.040527
	Iteration 11Q: 3 clusters Score -548076.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -548145.500000 Penalty: 4192.040527
	Iteration 12Q: 3 clusters Score -548145.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -548211.187500 Penalty: 4192.040527
	Iteration 13Q: 3 clusters Score -548211.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -548276.437500 Penalty: 4192.040527
	Iteration 14Q: 3 clusters Score -548276.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -548332.687500 Penalty: 4192.040527
	Iteration 15Q: 3 clusters Score -548332.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -548387.937500 Penalty: 4192.040527
	Iteration 16Q: 3 clusters Score -548387.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -548440.000000 Penalty: 4192.040527
	Iteration 17Q: 3 clusters Score -548440 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -548485.812500 Penalty: 4192.040527
	Iteration 18Q: 3 clusters Score -548485.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -548523.187500 Penalty: 4192.040527
	Iteration 19Q: 3 clusters Score -548523.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -548545.187500 Penalty: 4192.040527
	Iteration 20F: 3 clusters Score -548545.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -548563.812500 Penalty: 4192.040527
	Iteration 21Q: 3 clusters Score -548563.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -548582.687500 Penalty: 4192.040527
	Iteration 22Q: 3 clusters Score -548582.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -548597.937500 Penalty: 4192.040527
	Iteration 23Q: 3 clusters Score -548597.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -548609.875000 Penalty: 4192.040527
	Iteration 24Q: 3 clusters Score -548609.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -548618.375000 Penalty: 4192.040527
	Iteration 25Q: 3 clusters Score -548618.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -548625.687500 Penalty: 4192.040527
	Iteration 26Q: 3 clusters Score -548625.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -548631.312500 Penalty: 4192.040527
	Iteration 27Q: 3 clusters Score -548631.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -548635.500000 Penalty: 4192.040527
	Iteration 28Q: 3 clusters Score -548635.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -548638.437500 Penalty: 4192.040527
	Iteration 29Q: 3 clusters Score -548638.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -548642.562500 Penalty: 4192.040527
	Iteration 30Q: 3 clusters Score -548642.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -548645.937500 Penalty: 4192.040527
	Iteration 31Q: 3 clusters Score -548645.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -548650.250000 Penalty: 4192.040527
	Iteration 32Q: 3 clusters Score -548650.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -548654.937500 Penalty: 4192.040527
	Iteration 33Q: 3 clusters Score -548654.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -548654.375000 Penalty: 4192.040527
	Iteration 34Q: 3 clusters Score -548654.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -548655.562500 Penalty: 4192.040527
	Iteration 35Q: 3 clusters Score -548655.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -548655.562500 Penalty: 4192.040527
	Iteration 36F: 3 clusters Score -548655.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -31060.832031 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -31060.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -29799.498047 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -29799.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30023.445312 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -30023.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30162.037109 Penalty: 2909.768066
	Iteration 2F: 3 clusters Score -30162.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30305.298828 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -30305.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -30336.279297 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -30336.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30341.332031 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -30341.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30345.078125 Penalty: 2909.768066
	Iteration 6Q: 3 clusters Score -30345.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30367.968750 Penalty: 2909.768066
	Iteration 7Q: 3 clusters Score -30367.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30377.105469 Penalty: 2909.768066
	Iteration 8Q: 3 clusters Score -30377.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30382.572266 Penalty: 2909.768066
	Iteration 9Q: 3 clusters Score -30382.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30388.333984 Penalty: 2909.768066
	Iteration 10Q: 3 clusters Score -30388.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30391.421875 Penalty: 2909.768066
	Iteration 11Q: 3 clusters Score -30391.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30391.421875 Penalty: 2909.768066
	Iteration 12F: 3 clusters Score -30391.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (55065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55065 members 
Entering Unmasked Estep 
Score: -6751944.000000 Penalty: 2707.234863
	Iteration 0F: 2 clusters Score -6751944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -6714997.000000 Penalty: 5414.469727
	Iteration 0F: 3 clusters Score -6714997 nChanged 25571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -6729045.500000 Penalty: 5414.469727
	Iteration 1F: 3 clusters Score -6729046 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -6729565.500000 Penalty: 5414.469727
	Iteration 2Q: 3 clusters Score -6729566 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -6730025.000000 Penalty: 5414.469727
	Iteration 3Q: 3 clusters Score -6730025 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -6730553.500000 Penalty: 5414.469727
	Iteration 4Q: 3 clusters Score -6730554 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -6731245.000000 Penalty: 5414.469727
	Iteration 5Q: 3 clusters Score -6731245 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -6732214.500000 Penalty: 5414.469727
	Iteration 6Q: 3 clusters Score -6732214 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -6733887.000000 Penalty: 5414.469727
	Iteration 7F: 3 clusters Score -6733887 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -6736647.500000 Penalty: 5414.469727
	Iteration 8F: 3 clusters Score -6736648 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -6740516.000000 Penalty: 5414.469727
	Iteration 9F: 3 clusters Score -6740516 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -6744542.500000 Penalty: 5414.469727
	Iteration 10F: 3 clusters Score -6744542 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6747444.500000 Penalty: 5414.469727
	Iteration 11F: 3 clusters Score -6747444 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6748778.000000 Penalty: 5414.469727
	Iteration 12Q: 3 clusters Score -6748778 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6749238.000000 Penalty: 5414.469727
	Iteration 13Q: 3 clusters Score -6749238 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6749427.500000 Penalty: 5414.469727
	Iteration 14Q: 3 clusters Score -6749428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6749518.500000 Penalty: 5414.469727
	Iteration 15Q: 3 clusters Score -6749518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6749551.500000 Penalty: 5414.469727
	Iteration 16Q: 3 clusters Score -6749552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54839 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6749587.500000 Penalty: 5414.469727
	Iteration 17Q: 3 clusters Score -6749588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54845 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6749613.500000 Penalty: 5414.469727
	Iteration 18Q: 3 clusters Score -6749614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6749629.000000 Penalty: 5414.469727
	Iteration 19Q: 3 clusters Score -6749629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6749638.000000 Penalty: 5414.469727
	Iteration 20F: 3 clusters Score -6749638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6749641.000000 Penalty: 5414.469727
	Iteration 21Q: 3 clusters Score -6749641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6749648.000000 Penalty: 5414.469727
	Iteration 22Q: 3 clusters Score -6749648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6749648.500000 Penalty: 5414.469727
	Iteration 23Q: 3 clusters Score -6749648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6749648.500000 Penalty: 5414.469727
	Iteration 24F: 3 clusters Score -6749648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Entering Unmasked Estep 
Score: -245200.906250 Penalty: 1894.392578
	Iteration 0F: 2 clusters Score -245200.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -242566.968750 Penalty: 3788.785156
	Iteration 0F: 3 clusters Score -242567 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -242997.812500 Penalty: 3788.785156
	Iteration 1F: 3 clusters Score -242997.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -243130.171875 Penalty: 3788.785156
	Iteration 2F: 3 clusters Score -243130.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -243219.015625 Penalty: 3788.785156
	Iteration 3Q: 3 clusters Score -243219 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -243290.953125 Penalty: 3788.785156
	Iteration 4Q: 3 clusters Score -243291 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -243349.531250 Penalty: 3788.785156
	Iteration 5Q: 3 clusters Score -243349.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -243399.093750 Penalty: 3788.785156
	Iteration 6Q: 3 clusters Score -243399.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -243444.765625 Penalty: 3788.785156
	Iteration 7Q: 3 clusters Score -243444.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -243476.234375 Penalty: 3788.785156
	Iteration 8Q: 3 clusters Score -243476.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -243505.265625 Penalty: 3788.785156
	Iteration 9Q: 3 clusters Score -243505.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -243527.421875 Penalty: 3788.785156
	Iteration 10Q: 3 clusters Score -243527.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -243554.609375 Penalty: 3788.785156
	Iteration 11Q: 3 clusters Score -243554.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -243580.390625 Penalty: 3788.785156
	Iteration 12Q: 3 clusters Score -243580.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -243610.250000 Penalty: 3788.785156
	Iteration 13Q: 3 clusters Score -243610.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -243628.109375 Penalty: 3788.785156
	Iteration 14Q: 3 clusters Score -243628.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -243643.187500 Penalty: 3788.785156
	Iteration 15Q: 3 clusters Score -243643.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -243653.687500 Penalty: 3788.785156
	Iteration 16Q: 3 clusters Score -243653.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -243659.015625 Penalty: 3788.785156
	Iteration 17Q: 3 clusters Score -243659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -243661.796875 Penalty: 3788.785156
	Iteration 18Q: 3 clusters Score -243661.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -243664.625000 Penalty: 3788.785156
	Iteration 19Q: 3 clusters Score -243664.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -243666.437500 Penalty: 3788.785156
	Iteration 20F: 3 clusters Score -243666.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -243667.328125 Penalty: 3788.785156
	Iteration 21Q: 3 clusters Score -243667.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -243667.953125 Penalty: 3788.785156
	Iteration 22Q: 3 clusters Score -243668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -243668.921875 Penalty: 3788.785156
	Iteration 23Q: 3 clusters Score -243668.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -243670.750000 Penalty: 3788.785156
	Iteration 24Q: 3 clusters Score -243670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -243671.156250 Penalty: 3788.785156
	Iteration 25Q: 3 clusters Score -243671.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -243671.156250 Penalty: 3788.785156
	Iteration 26F: 3 clusters Score -243671.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Entering Unmasked Estep 
Score: -362437.187500 Penalty: 1993.551025
	Iteration 0F: 2 clusters Score -362437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -359095.593750 Penalty: 3987.102051
	Iteration 0F: 3 clusters Score -359095.6 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -359808.468750 Penalty: 3987.102051
	Iteration 1F: 3 clusters Score -359808.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -359984.062500 Penalty: 3987.102051
	Iteration 2F: 3 clusters Score -359984.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -360113.375000 Penalty: 3987.102051
	Iteration 3F: 3 clusters Score -360113.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -360216.500000 Penalty: 3987.102051
	Iteration 4Q: 3 clusters Score -360216.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -360300.187500 Penalty: 3987.102051
	Iteration 5Q: 3 clusters Score -360300.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -360385.937500 Penalty: 3987.102051
	Iteration 6Q: 3 clusters Score -360385.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -360466.812500 Penalty: 3987.102051
	Iteration 7Q: 3 clusters Score -360466.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -360534.062500 Penalty: 3987.102051
	Iteration 8Q: 3 clusters Score -360534.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -360575.406250 Penalty: 3987.102051
	Iteration 9Q: 3 clusters Score -360575.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -360612.281250 Penalty: 3987.102051
	Iteration 10Q: 3 clusters Score -360612.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -360633.531250 Penalty: 3987.102051
	Iteration 11Q: 3 clusters Score -360633.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -360650.562500 Penalty: 3987.102051
	Iteration 12Q: 3 clusters Score -360650.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -360663.750000 Penalty: 3987.102051
	Iteration 13Q: 3 clusters Score -360663.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -360681.437500 Penalty: 3987.102051
	Iteration 14Q: 3 clusters Score -360681.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -360696.093750 Penalty: 3987.102051
	Iteration 15Q: 3 clusters Score -360696.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -360710.406250 Penalty: 3987.102051
	Iteration 16Q: 3 clusters Score -360710.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -360720.875000 Penalty: 3987.102051
	Iteration 17Q: 3 clusters Score -360720.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -360726.750000 Penalty: 3987.102051
	Iteration 18Q: 3 clusters Score -360726.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -360731.625000 Penalty: 3987.102051
	Iteration 19Q: 3 clusters Score -360731.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -360735.656250 Penalty: 3987.102051
	Iteration 20F: 3 clusters Score -360735.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -360738.531250 Penalty: 3987.102051
	Iteration 21Q: 3 clusters Score -360738.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -360741.531250 Penalty: 3987.102051
	Iteration 22Q: 3 clusters Score -360741.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -360743.343750 Penalty: 3987.102051
	Iteration 23Q: 3 clusters Score -360743.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -360745.406250 Penalty: 3987.102051
	Iteration 24Q: 3 clusters Score -360745.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -360746.156250 Penalty: 3987.102051
	Iteration 25Q: 3 clusters Score -360746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -360746.625000 Penalty: 3987.102051
	Iteration 26Q: 3 clusters Score -360746.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -360746.812500 Penalty: 3987.102051
	Iteration 27Q: 3 clusters Score -360746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -360748.125000 Penalty: 3987.102051
	Iteration 28Q: 3 clusters Score -360748.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -360751.406250 Penalty: 3987.102051
	Iteration 29Q: 3 clusters Score -360751.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -360752.250000 Penalty: 3987.102051
	Iteration 30Q: 3 clusters Score -360752.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -360752.343750 Penalty: 3987.102051
	Iteration 31Q: 3 clusters Score -360752.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -360754.312500 Penalty: 3987.102051
	Iteration 32Q: 3 clusters Score -360754.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -360755.343750 Penalty: 3987.102051
	Iteration 33Q: 3 clusters Score -360755.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -360755.343750 Penalty: 3987.102051
	Iteration 34F: 3 clusters Score -360755.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Entering Unmasked Estep 
Score: -723169.187500 Penalty: 2160.805176
	Iteration 0F: 2 clusters Score -723169.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -717980.375000 Penalty: 4321.610352
	Iteration 0F: 3 clusters Score -717980.4 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -719224.000000 Penalty: 4321.610352
	Iteration 1F: 3 clusters Score -719224 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -719476.750000 Penalty: 4321.610352
	Iteration 2F: 3 clusters Score -719476.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -719645.125000 Penalty: 4321.610352
	Iteration 3F: 3 clusters Score -719645.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -719764.437500 Penalty: 4321.610352
	Iteration 4Q: 3 clusters Score -719764.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -719852.625000 Penalty: 4321.610352
	Iteration 5Q: 3 clusters Score -719852.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -719899.187500 Penalty: 4321.610352
	Iteration 6Q: 3 clusters Score -719899.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -719939.312500 Penalty: 4321.610352
	Iteration 7Q: 3 clusters Score -719939.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -719967.125000 Penalty: 4321.610352
	Iteration 8Q: 3 clusters Score -719967.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -719995.250000 Penalty: 4321.610352
	Iteration 9Q: 3 clusters Score -719995.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -720023.875000 Penalty: 4321.610352
	Iteration 10Q: 3 clusters Score -720023.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -720053.312500 Penalty: 4321.610352
	Iteration 11Q: 3 clusters Score -720053.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -720073.437500 Penalty: 4321.610352
	Iteration 12Q: 3 clusters Score -720073.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -720090.375000 Penalty: 4321.610352
	Iteration 13Q: 3 clusters Score -720090.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -720107.000000 Penalty: 4321.610352
	Iteration 14Q: 3 clusters Score -720107 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -720128.062500 Penalty: 4321.610352
	Iteration 15Q: 3 clusters Score -720128.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -720148.625000 Penalty: 4321.610352
	Iteration 16Q: 3 clusters Score -720148.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -720170.937500 Penalty: 4321.610352
	Iteration 17Q: 3 clusters Score -720170.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -720195.125000 Penalty: 4321.610352
	Iteration 18Q: 3 clusters Score -720195.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -720215.250000 Penalty: 4321.610352
	Iteration 19Q: 3 clusters Score -720215.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -720237.625000 Penalty: 4321.610352
	Iteration 20F: 3 clusters Score -720237.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -720260.312500 Penalty: 4321.610352
	Iteration 21Q: 3 clusters Score -720260.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -720277.000000 Penalty: 4321.610352
	Iteration 22Q: 3 clusters Score -720277 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -720297.875000 Penalty: 4321.610352
	Iteration 23Q: 3 clusters Score -720297.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -720320.125000 Penalty: 4321.610352
	Iteration 24Q: 3 clusters Score -720320.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -720336.125000 Penalty: 4321.610352
	Iteration 25Q: 3 clusters Score -720336.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -720359.625000 Penalty: 4321.610352
	Iteration 26Q: 3 clusters Score -720359.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -720386.375000 Penalty: 4321.610352
	Iteration 27Q: 3 clusters Score -720386.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -720416.312500 Penalty: 4321.610352
	Iteration 28Q: 3 clusters Score -720416.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -720447.937500 Penalty: 4321.610352
	Iteration 29Q: 3 clusters Score -720447.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -720486.750000 Penalty: 4321.610352
	Iteration 30Q: 3 clusters Score -720486.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -720527.562500 Penalty: 4321.610352
	Iteration 31Q: 3 clusters Score -720527.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -720567.875000 Penalty: 4321.610352
	Iteration 32Q: 3 clusters Score -720567.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -720607.625000 Penalty: 4321.610352
	Iteration 33Q: 3 clusters Score -720607.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -720644.937500 Penalty: 4321.610352
	Iteration 34Q: 3 clusters Score -720644.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -720675.562500 Penalty: 4321.610352
	Iteration 35Q: 3 clusters Score -720675.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -720707.000000 Penalty: 4321.610352
	Iteration 36Q: 3 clusters Score -720707 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -720747.562500 Penalty: 4321.610352
	Iteration 37Q: 3 clusters Score -720747.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -720787.500000 Penalty: 4321.610352
	Iteration 38Q: 3 clusters Score -720787.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -720832.312500 Penalty: 4321.610352
	Iteration 39Q: 3 clusters Score -720832.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -720884.937500 Penalty: 4321.610352
	Iteration 40F: 3 clusters Score -720884.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -720942.125000 Penalty: 4321.610352
	Iteration 41Q: 3 clusters Score -720942.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -721007.437500 Penalty: 4321.610352
	Iteration 42Q: 3 clusters Score -721007.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -721058.625000 Penalty: 4321.610352
	Iteration 43Q: 3 clusters Score -721058.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -721108.562500 Penalty: 4321.610352
	Iteration 44Q: 3 clusters Score -721108.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -721143.875000 Penalty: 4321.610352
	Iteration 45Q: 3 clusters Score -721143.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -721169.750000 Penalty: 4321.610352
	Iteration 46Q: 3 clusters Score -721169.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -721193.437500 Penalty: 4321.610352
	Iteration 47Q: 3 clusters Score -721193.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -721214.750000 Penalty: 4321.610352
	Iteration 48Q: 3 clusters Score -721214.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -721230.625000 Penalty: 4321.610352
	Iteration 49Q: 3 clusters Score -721230.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -721246.750000 Penalty: 4321.610352
	Iteration 50Q: 3 clusters Score -721246.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -721258.375000 Penalty: 4321.610352
	Iteration 51Q: 3 clusters Score -721258.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -721270.625000 Penalty: 4321.610352
	Iteration 52Q: 3 clusters Score -721270.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -721281.562500 Penalty: 4321.610352
	Iteration 53Q: 3 clusters Score -721281.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -721303.000000 Penalty: 4321.610352
	Iteration 54Q: 3 clusters Score -721303 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -721325.187500 Penalty: 4321.610352
	Iteration 55Q: 3 clusters Score -721325.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -721340.062500 Penalty: 4321.610352
	Iteration 56Q: 3 clusters Score -721340.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -721352.000000 Penalty: 4321.610352
	Iteration 57Q: 3 clusters Score -721352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -721364.937500 Penalty: 4321.610352
	Iteration 58Q: 3 clusters Score -721364.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -721377.375000 Penalty: 4321.610352
	Iteration 59Q: 3 clusters Score -721377.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -721381.937500 Penalty: 4321.610352
	Iteration 60F: 3 clusters Score -721381.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -721385.437500 Penalty: 4321.610352
	Iteration 61Q: 3 clusters Score -721385.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -721393.000000 Penalty: 4321.610352
	Iteration 62Q: 3 clusters Score -721393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -721396.562500 Penalty: 4321.610352
	Iteration 63Q: 3 clusters Score -721396.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -721399.625000 Penalty: 4321.610352
	Iteration 64Q: 3 clusters Score -721399.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -721402.812500 Penalty: 4321.610352
	Iteration 65Q: 3 clusters Score -721402.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -721406.687500 Penalty: 4321.610352
	Iteration 66Q: 3 clusters Score -721406.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -721408.312500 Penalty: 4321.610352
	Iteration 67Q: 3 clusters Score -721408.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -721411.312500 Penalty: 4321.610352
	Iteration 68Q: 3 clusters Score -721411.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -721413.312500 Penalty: 4321.610352
	Iteration 69Q: 3 clusters Score -721413.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -721417.812500 Penalty: 4321.610352
	Iteration 70Q: 3 clusters Score -721417.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -721420.562500 Penalty: 4321.610352
	Iteration 71Q: 3 clusters Score -721420.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -721423.875000 Penalty: 4321.610352
	Iteration 72Q: 3 clusters Score -721423.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -721426.625000 Penalty: 4321.610352
	Iteration 73Q: 3 clusters Score -721426.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -721429.062500 Penalty: 4321.610352
	Iteration 74Q: 3 clusters Score -721429.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -721431.000000 Penalty: 4321.610352
	Iteration 75Q: 3 clusters Score -721431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -721432.812500 Penalty: 4321.610352
	Iteration 76Q: 3 clusters Score -721432.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -721434.750000 Penalty: 4321.610352
	Iteration 77Q: 3 clusters Score -721434.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -721435.500000 Penalty: 4321.610352
	Iteration 78Q: 3 clusters Score -721435.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -721436.250000 Penalty: 4321.610352
	Iteration 79Q: 3 clusters Score -721436.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -721439.562500 Penalty: 4321.610352
	Iteration 80F: 3 clusters Score -721439.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -721439.562500 Penalty: 4321.610352
	Iteration 81Q: 3 clusters Score -721439.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -721441.125000 Penalty: 4321.610352
	Iteration 82Q: 3 clusters Score -721441.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -721441.250000 Penalty: 4321.610352
	Iteration 83Q: 3 clusters Score -721441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -721443.625000 Penalty: 4321.610352
	Iteration 84Q: 3 clusters Score -721443.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -721443.000000 Penalty: 4321.610352
	Iteration 85Q: 3 clusters Score -721443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -721443.437500 Penalty: 4321.610352
	Iteration 86Q: 3 clusters Score -721443.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -721444.125000 Penalty: 4321.610352
	Iteration 87Q: 3 clusters Score -721444.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -721446.500000 Penalty: 4321.610352
	Iteration 88Q: 3 clusters Score -721446.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -721447.187500 Penalty: 4321.610352
	Iteration 89Q: 3 clusters Score -721447.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -721447.562500 Penalty: 4321.610352
	Iteration 90Q: 3 clusters Score -721447.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -721447.312500 Penalty: 4321.610352
	Iteration 91Q: 3 clusters Score -721447.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -721446.937500 Penalty: 4321.610352
	Iteration 92Q: 3 clusters Score -721446.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -721447.312500 Penalty: 4321.610352
	Iteration 93Q: 3 clusters Score -721447.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -721448.625000 Penalty: 4321.610352
	Iteration 94Q: 3 clusters Score -721448.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -721452.125000 Penalty: 4321.610352
	Iteration 95Q: 3 clusters Score -721452.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -721453.125000 Penalty: 4321.610352
	Iteration 96Q: 3 clusters Score -721453.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -721455.000000 Penalty: 4321.610352
	Iteration 97Q: 3 clusters Score -721455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -721458.000000 Penalty: 4321.610352
	Iteration 98Q: 3 clusters Score -721458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -721457.875000 Penalty: 4321.610352
	Iteration 99Q: 3 clusters Score -721457.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -721460.437500 Penalty: 4321.610352
	Iteration 100F: 3 clusters Score -721460.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -721462.437500 Penalty: 4321.610352
	Iteration 101Q: 3 clusters Score -721462.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -721463.562500 Penalty: 4321.610352
	Iteration 102Q: 3 clusters Score -721463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -721463.250000 Penalty: 4321.610352
	Iteration 103Q: 3 clusters Score -721463.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -721464.937500 Penalty: 4321.610352
	Iteration 104Q: 3 clusters Score -721464.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -721466.250000 Penalty: 4321.610352
	Iteration 105Q: 3 clusters Score -721466.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -721467.625000 Penalty: 4321.610352
	Iteration 106Q: 3 clusters Score -721467.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -721469.562500 Penalty: 4321.610352
	Iteration 107Q: 3 clusters Score -721469.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -721470.250000 Penalty: 4321.610352
	Iteration 108Q: 3 clusters Score -721470.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -721471.687500 Penalty: 4321.610352
	Iteration 109Q: 3 clusters Score -721471.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -721471.687500 Penalty: 4321.610352
	Iteration 110Q: 3 clusters Score -721471.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -721472.750000 Penalty: 4321.610352
	Iteration 111Q: 3 clusters Score -721472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -721473.375000 Penalty: 4321.610352
	Iteration 112Q: 3 clusters Score -721473.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -721474.375000 Penalty: 4321.610352
	Iteration 113Q: 3 clusters Score -721474.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -721475.562500 Penalty: 4321.610352
	Iteration 114Q: 3 clusters Score -721475.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -721475.375000 Penalty: 4321.610352
	Iteration 115Q: 3 clusters Score -721475.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -721475.062500 Penalty: 4321.610352
	Iteration 116Q: 3 clusters Score -721475.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -721475.062500 Penalty: 4321.610352
	Iteration 117Q: 3 clusters Score -721475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -721475.562500 Penalty: 4321.610352
	Iteration 118Q: 3 clusters Score -721475.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -721475.562500 Penalty: 4321.610352
	Iteration 119F: 3 clusters Score -721475.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -57567.386719 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -57567.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56030.800781 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -56030.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56254.375000 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -56254.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -56621.667969 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -56621.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -56816.640625 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -56816.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -56878.796875 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -56878.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -56906.546875 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -56906.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -56935.847656 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -56935.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -56950.628906 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -56950.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -56966.828125 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -56966.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -56983.402344 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -56983.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -56994.675781 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -56994.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -56998.351562 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -56998.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -56998.351562 Penalty: 3131.519775
	Iteration 12F: 3 clusters Score -56998.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (245877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245877 members 
Entering Unmasked Estep 
Score: -30224598.000000 Penalty: 3078.321289
	Iteration 0F: 2 clusters Score -3.02246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122740 members 
Mstep: Class 2 contains 123137 members 
Entering Unmasked Estep 
Score: -30067646.000000 Penalty: 6156.642578
	Iteration 0F: 3 clusters Score -3.006765e+07 nChanged 118358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121288 members 
Mstep: Class 2 contains 124589 members 
Entering Unmasked Estep 
Score: -30136642.000000 Penalty: 6156.642578
	Iteration 1F: 3 clusters Score -3.013664e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120629 members 
Mstep: Class 2 contains 125248 members 
Entering Unmasked Estep 
Score: -30137848.000000 Penalty: 6156.642578
	Iteration 2Q: 3 clusters Score -3.013785e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119518 members 
Mstep: Class 2 contains 126359 members 
Entering Unmasked Estep 
Score: -30139442.000000 Penalty: 6156.642578
	Iteration 3Q: 3 clusters Score -3.013944e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117565 members 
Mstep: Class 2 contains 128312 members 
Entering Unmasked Estep 
Score: -30141184.000000 Penalty: 6156.642578
	Iteration 4Q: 3 clusters Score -3.014118e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114630 members 
Mstep: Class 2 contains 131247 members 
Entering Unmasked Estep 
Score: -30143280.000000 Penalty: 6156.642578
	Iteration 5Q: 3 clusters Score -3.014328e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110066 members 
Mstep: Class 2 contains 135811 members 
Entering Unmasked Estep 
Score: -30146290.000000 Penalty: 6156.642578
	Iteration 6Q: 3 clusters Score -3.014629e+07 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103440 members 
Mstep: Class 2 contains 142437 members 
Entering Unmasked Estep 
Score: -30150516.000000 Penalty: 6156.642578
	Iteration 7Q: 3 clusters Score -3.015052e+07 nChanged 11743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94197 members 
Mstep: Class 2 contains 151680 members 
Entering Unmasked Estep 
Score: -30156420.000000 Penalty: 6156.642578
	Iteration 8Q: 3 clusters Score -3.015642e+07 nChanged 13460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82133 members 
Mstep: Class 2 contains 163744 members 
Entering Unmasked Estep 
Score: -30164056.000000 Penalty: 6156.642578
	Iteration 9F: 3 clusters Score -3.016406e+07 nChanged 15364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 178516 members 
Entering Unmasked Estep 
Score: -30174090.000000 Penalty: 6156.642578
	Iteration 10F: 3 clusters Score -3.017409e+07 nChanged 16619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 195023 members 
Entering Unmasked Estep 
Score: -30186250.000000 Penalty: 6156.642578
	Iteration 11F: 3 clusters Score -3.018625e+07 nChanged 16722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 211735 members 
Entering Unmasked Estep 
Score: -30198554.000000 Penalty: 6156.642578
	Iteration 12F: 3 clusters Score -3.019855e+07 nChanged 14244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 225975 members 
Entering Unmasked Estep 
Score: -30208428.000000 Penalty: 6156.642578
	Iteration 13F: 3 clusters Score -3.020843e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 235995 members 
Entering Unmasked Estep 
Score: -30215316.000000 Penalty: 6156.642578
	Iteration 14Q: 3 clusters Score -3.021532e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 241544 members 
Entering Unmasked Estep 
Score: -30218790.000000 Penalty: 6156.642578
	Iteration 15Q: 3 clusters Score -3.021879e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 243991 members 
Entering Unmasked Estep 
Score: -30220618.000000 Penalty: 6156.642578
	Iteration 16Q: 3 clusters Score -3.022062e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 244929 members 
Entering Unmasked Estep 
Score: -30221342.000000 Penalty: 6156.642578
	Iteration 17Q: 3 clusters Score -3.022134e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 245263 members 
Entering Unmasked Estep 
Score: -30221598.000000 Penalty: 6156.642578
	Iteration 18Q: 3 clusters Score -3.02216e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 245404 members 
Entering Unmasked Estep 
Score: -30221778.000000 Penalty: 6156.642578
	Iteration 19Q: 3 clusters Score -3.022178e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 245459 members 
Entering Unmasked Estep 
Score: -30221838.000000 Penalty: 6156.642578
	Iteration 20F: 3 clusters Score -3.022184e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 245495 members 
Entering Unmasked Estep 
Score: -30221918.000000 Penalty: 6156.642578
	Iteration 21Q: 3 clusters Score -3.022192e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 245509 members 
Entering Unmasked Estep 
Score: -30221926.000000 Penalty: 6156.642578
	Iteration 22Q: 3 clusters Score -3.022193e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 245521 members 
Entering Unmasked Estep 
Score: -30221936.000000 Penalty: 6156.642578
	Iteration 23Q: 3 clusters Score -3.022194e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 245531 members 
Entering Unmasked Estep 
Score: -30221932.000000 Penalty: 6156.642578
	Iteration 24Q: 3 clusters Score -3.022193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 245535 members 
Entering Unmasked Estep 
Score: -30221926.000000 Penalty: 6156.642578
	Iteration 25Q: 3 clusters Score -3.022193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 245535 members 
Entering Unmasked Estep 
Score: -30221932.000000 Penalty: 6156.642578
	Iteration 26Q: 3 clusters Score -3.022193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 245537 members 
Entering Unmasked Estep 
Score: -30221926.000000 Penalty: 6156.642578
	Iteration 27Q: 3 clusters Score -3.022193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 245538 members 
Entering Unmasked Estep 
Score: -30221924.000000 Penalty: 6156.642578
	Iteration 28Q: 3 clusters Score -3.022192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 245538 members 
Entering Unmasked Estep 
Score: -30221920.000000 Penalty: 6156.642578
	Iteration 29Q: 3 clusters Score -3.022192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 245537 members 
Entering Unmasked Estep 
Score: -30221926.000000 Penalty: 6156.642578
	Iteration 30Q: 3 clusters Score -3.022193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 245536 members 
Entering Unmasked Estep 
Score: -30221934.000000 Penalty: 6156.642578
	Iteration 31Q: 3 clusters Score -3.022193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 245535 members 
Entering Unmasked Estep 
Score: -30221934.000000 Penalty: 6156.642578
	Iteration 32Q: 3 clusters Score -3.022193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 245535 members 
Entering Unmasked Estep 
Score: -30221934.000000 Penalty: 6156.642578
	Iteration 33F: 3 clusters Score -3.022193e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Entering Unmasked Estep 
Score: -1306748.125000 Penalty: 2297.560059
	Iteration 0F: 2 clusters Score -1306748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1298748.875000 Penalty: 4595.120117
	Iteration 0F: 3 clusters Score -1298749 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1301033.875000 Penalty: 4595.120117
	Iteration 1F: 3 clusters Score -1301034 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1301355.000000 Penalty: 4595.120117
	Iteration 2F: 3 clusters Score -1301355 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1301641.125000 Penalty: 4595.120117
	Iteration 3F: 3 clusters Score -1301641 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1301886.250000 Penalty: 4595.120117
	Iteration 4Q: 3 clusters Score -1301886 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1302097.750000 Penalty: 4595.120117
	Iteration 5Q: 3 clusters Score -1302098 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1302270.125000 Penalty: 4595.120117
	Iteration 6Q: 3 clusters Score -1302270 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1302419.875000 Penalty: 4595.120117
	Iteration 7Q: 3 clusters Score -1302420 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1302545.000000 Penalty: 4595.120117
	Iteration 8Q: 3 clusters Score -1302545 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1302635.500000 Penalty: 4595.120117
	Iteration 9Q: 3 clusters Score -1302636 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1302737.000000 Penalty: 4595.120117
	Iteration 10Q: 3 clusters Score -1302737 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1302847.125000 Penalty: 4595.120117
	Iteration 11Q: 3 clusters Score -1302847 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1302967.125000 Penalty: 4595.120117
	Iteration 12Q: 3 clusters Score -1302967 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1303099.625000 Penalty: 4595.120117
	Iteration 13Q: 3 clusters Score -1303100 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1303231.500000 Penalty: 4595.120117
	Iteration 14Q: 3 clusters Score -1303232 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1303356.000000 Penalty: 4595.120117
	Iteration 15Q: 3 clusters Score -1303356 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1303462.875000 Penalty: 4595.120117
	Iteration 16Q: 3 clusters Score -1303463 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1303574.125000 Penalty: 4595.120117
	Iteration 17Q: 3 clusters Score -1303574 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1303688.125000 Penalty: 4595.120117
	Iteration 18Q: 3 clusters Score -1303688 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1303805.125000 Penalty: 4595.120117
	Iteration 19Q: 3 clusters Score -1303805 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1303903.250000 Penalty: 4595.120117
	Iteration 20F: 3 clusters Score -1303903 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1303996.250000 Penalty: 4595.120117
	Iteration 21Q: 3 clusters Score -1303996 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1304078.625000 Penalty: 4595.120117
	Iteration 22Q: 3 clusters Score -1304079 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1304177.625000 Penalty: 4595.120117
	Iteration 23Q: 3 clusters Score -1304178 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1304256.250000 Penalty: 4595.120117
	Iteration 24Q: 3 clusters Score -1304256 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1304325.500000 Penalty: 4595.120117
	Iteration 25Q: 3 clusters Score -1304326 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1304384.250000 Penalty: 4595.120117
	Iteration 26Q: 3 clusters Score -1304384 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1304447.500000 Penalty: 4595.120117
	Iteration 27Q: 3 clusters Score -1304448 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1304503.125000 Penalty: 4595.120117
	Iteration 28Q: 3 clusters Score -1304503 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1304539.500000 Penalty: 4595.120117
	Iteration 29Q: 3 clusters Score -1304540 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1304571.750000 Penalty: 4595.120117
	Iteration 30Q: 3 clusters Score -1304572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1304603.375000 Penalty: 4595.120117
	Iteration 31Q: 3 clusters Score -1304603 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1304622.500000 Penalty: 4595.120117
	Iteration 32Q: 3 clusters Score -1304622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1304643.500000 Penalty: 4595.120117
	Iteration 33Q: 3 clusters Score -1304644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1304661.125000 Penalty: 4595.120117
	Iteration 34Q: 3 clusters Score -1304661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1304673.000000 Penalty: 4595.120117
	Iteration 35Q: 3 clusters Score -1304673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1304681.000000 Penalty: 4595.120117
	Iteration 36Q: 3 clusters Score -1304681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1304689.875000 Penalty: 4595.120117
	Iteration 37Q: 3 clusters Score -1304690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1304690.875000 Penalty: 4595.120117
	Iteration 38Q: 3 clusters Score -1304691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1304700.500000 Penalty: 4595.120117
	Iteration 39Q: 3 clusters Score -1304700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1304705.750000 Penalty: 4595.120117
	Iteration 40F: 3 clusters Score -1304706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1304712.875000 Penalty: 4595.120117
	Iteration 41Q: 3 clusters Score -1304713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1304717.625000 Penalty: 4595.120117
	Iteration 42Q: 3 clusters Score -1304718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1304722.000000 Penalty: 4595.120117
	Iteration 43Q: 3 clusters Score -1304722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1304723.125000 Penalty: 4595.120117
	Iteration 44Q: 3 clusters Score -1304723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1304725.750000 Penalty: 4595.120117
	Iteration 45Q: 3 clusters Score -1304726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1304729.500000 Penalty: 4595.120117
	Iteration 46Q: 3 clusters Score -1304730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1304728.250000 Penalty: 4595.120117
	Iteration 47Q: 3 clusters Score -1304728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1304730.125000 Penalty: 4595.120117
	Iteration 48Q: 3 clusters Score -1304730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1304730.250000 Penalty: 4595.120117
	Iteration 49Q: 3 clusters Score -1304730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1304730.000000 Penalty: 4595.120117
	Iteration 50Q: 3 clusters Score -1304730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1304731.875000 Penalty: 4595.120117
	Iteration 51Q: 3 clusters Score -1304732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1304734.125000 Penalty: 4595.120117
	Iteration 52Q: 3 clusters Score -1304734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1304738.000000 Penalty: 4595.120117
	Iteration 53Q: 3 clusters Score -1304738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1304740.125000 Penalty: 4595.120117
	Iteration 54Q: 3 clusters Score -1304740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1304740.125000 Penalty: 4595.120117
	Iteration 55F: 3 clusters Score -1304740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -56024.468750 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -56024.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54530.757812 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -54530.76 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54689.171875 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -54689.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -54724.429688 Penalty: 3068.359619
	Iteration 2Q: 3 clusters Score -54724.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54738.695312 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -54738.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54742.246094 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -54742.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54742.246094 Penalty: 3068.359619
	Iteration 5F: 3 clusters Score -54742.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Entering Unmasked Estep 
Score: -238870.390625 Penalty: 1920.330933
	Iteration 0F: 2 clusters Score -238870.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -236079.984375 Penalty: 3840.661865
	Iteration 0F: 3 clusters Score -236080 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -236697.687500 Penalty: 3840.661865
	Iteration 1F: 3 clusters Score -236697.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -236904.406250 Penalty: 3840.661865
	Iteration 2F: 3 clusters Score -236904.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -237046.546875 Penalty: 3840.661865
	Iteration 3F: 3 clusters Score -237046.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -237141.656250 Penalty: 3840.661865
	Iteration 4Q: 3 clusters Score -237141.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -237209.515625 Penalty: 3840.661865
	Iteration 5Q: 3 clusters Score -237209.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -237281.875000 Penalty: 3840.661865
	Iteration 6Q: 3 clusters Score -237281.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -237346.093750 Penalty: 3840.661865
	Iteration 7Q: 3 clusters Score -237346.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -237400.390625 Penalty: 3840.661865
	Iteration 8Q: 3 clusters Score -237400.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -237474.109375 Penalty: 3840.661865
	Iteration 9Q: 3 clusters Score -237474.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -237549.750000 Penalty: 3840.661865
	Iteration 10Q: 3 clusters Score -237549.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -237604.531250 Penalty: 3840.661865
	Iteration 11Q: 3 clusters Score -237604.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -237638.625000 Penalty: 3840.661865
	Iteration 12Q: 3 clusters Score -237638.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -237672.468750 Penalty: 3840.661865
	Iteration 13Q: 3 clusters Score -237672.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -237708.281250 Penalty: 3840.661865
	Iteration 14Q: 3 clusters Score -237708.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -237742.968750 Penalty: 3840.661865
	Iteration 15Q: 3 clusters Score -237743 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -237772.609375 Penalty: 3840.661865
	Iteration 16Q: 3 clusters Score -237772.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -237807.390625 Penalty: 3840.661865
	Iteration 17Q: 3 clusters Score -237807.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -237831.734375 Penalty: 3840.661865
	Iteration 18Q: 3 clusters Score -237831.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -237847.687500 Penalty: 3840.661865
	Iteration 19Q: 3 clusters Score -237847.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -237869.000000 Penalty: 3840.661865
	Iteration 20F: 3 clusters Score -237869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -237885.531250 Penalty: 3840.661865
	Iteration 21Q: 3 clusters Score -237885.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -237899.406250 Penalty: 3840.661865
	Iteration 22Q: 3 clusters Score -237899.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -237912.000000 Penalty: 3840.661865
	Iteration 23Q: 3 clusters Score -237912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -237921.609375 Penalty: 3840.661865
	Iteration 24Q: 3 clusters Score -237921.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -237934.578125 Penalty: 3840.661865
	Iteration 25Q: 3 clusters Score -237934.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -237943.140625 Penalty: 3840.661865
	Iteration 26Q: 3 clusters Score -237943.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -237949.593750 Penalty: 3840.661865
	Iteration 27Q: 3 clusters Score -237949.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -237955.781250 Penalty: 3840.661865
	Iteration 28Q: 3 clusters Score -237955.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -237958.968750 Penalty: 3840.661865
	Iteration 29Q: 3 clusters Score -237959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -237964.390625 Penalty: 3840.661865
	Iteration 30Q: 3 clusters Score -237964.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -237972.640625 Penalty: 3840.661865
	Iteration 31Q: 3 clusters Score -237972.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -237985.812500 Penalty: 3840.661865
	Iteration 32Q: 3 clusters Score -237985.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -237989.906250 Penalty: 3840.661865
	Iteration 33Q: 3 clusters Score -237989.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -237992.921875 Penalty: 3840.661865
	Iteration 34Q: 3 clusters Score -237992.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -237994.640625 Penalty: 3840.661865
	Iteration 35Q: 3 clusters Score -237994.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -237996.296875 Penalty: 3840.661865
	Iteration 36Q: 3 clusters Score -237996.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -237997.593750 Penalty: 3840.661865
	Iteration 37Q: 3 clusters Score -237997.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -237998.937500 Penalty: 3840.661865
	Iteration 38Q: 3 clusters Score -237998.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -237999.906250 Penalty: 3840.661865
	Iteration 39Q: 3 clusters Score -237999.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -238001.140625 Penalty: 3840.661865
	Iteration 40F: 3 clusters Score -238001.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (229492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229492 members 
Entering Unmasked Estep 
Score: -28241634.000000 Penalty: 3061.218506
	Iteration 0F: 2 clusters Score -2.824163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114723 members 
Mstep: Class 2 contains 114769 members 
Entering Unmasked Estep 
Score: -28091238.000000 Penalty: 6122.437012
	Iteration 0F: 3 clusters Score -2.809124e+07 nChanged 110888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113755 members 
Mstep: Class 2 contains 115737 members 
Entering Unmasked Estep 
Score: -28156976.000000 Penalty: 6122.437012
	Iteration 1F: 3 clusters Score -2.815698e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112789 members 
Mstep: Class 2 contains 116703 members 
Entering Unmasked Estep 
Score: -28158742.000000 Penalty: 6122.437012
	Iteration 2Q: 3 clusters Score -2.815874e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111288 members 
Mstep: Class 2 contains 118204 members 
Entering Unmasked Estep 
Score: -28161086.000000 Penalty: 6122.437012
	Iteration 3Q: 3 clusters Score -2.816109e+07 nChanged 9381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108819 members 
Mstep: Class 2 contains 120673 members 
Entering Unmasked Estep 
Score: -28164512.000000 Penalty: 6122.437012
	Iteration 4Q: 3 clusters Score -2.816451e+07 nChanged 10962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105165 members 
Mstep: Class 2 contains 124327 members 
Entering Unmasked Estep 
Score: -28169630.000000 Penalty: 6122.437012
	Iteration 5Q: 3 clusters Score -2.816963e+07 nChanged 13018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100083 members 
Mstep: Class 2 contains 129409 members 
Entering Unmasked Estep 
Score: -28176988.000000 Penalty: 6122.437012
	Iteration 6F: 3 clusters Score -2.817699e+07 nChanged 14937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93632 members 
Mstep: Class 2 contains 135860 members 
Entering Unmasked Estep 
Score: -28187650.000000 Penalty: 6122.437012
	Iteration 7F: 3 clusters Score -2.818765e+07 nChanged 15820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86686 members 
Mstep: Class 2 contains 142806 members 
Entering Unmasked Estep 
Score: -28200412.000000 Penalty: 6122.437012
	Iteration 8F: 3 clusters Score -2.820041e+07 nChanged 14312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80924 members 
Mstep: Class 2 contains 148568 members 
Entering Unmasked Estep 
Score: -28210890.000000 Penalty: 6122.437012
	Iteration 9F: 3 clusters Score -2.821089e+07 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76827 members 
Mstep: Class 2 contains 152665 members 
Entering Unmasked Estep 
Score: -28216096.000000 Penalty: 6122.437012
	Iteration 10Q: 3 clusters Score -2.82161e+07 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73598 members 
Mstep: Class 2 contains 155894 members 
Entering Unmasked Estep 
Score: -28218562.000000 Penalty: 6122.437012
	Iteration 11Q: 3 clusters Score -2.821856e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70500 members 
Mstep: Class 2 contains 158992 members 
Entering Unmasked Estep 
Score: -28220508.000000 Penalty: 6122.437012
	Iteration 12Q: 3 clusters Score -2.822051e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67497 members 
Mstep: Class 2 contains 161995 members 
Entering Unmasked Estep 
Score: -28222506.000000 Penalty: 6122.437012
	Iteration 13Q: 3 clusters Score -2.822251e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64681 members 
Mstep: Class 2 contains 164811 members 
Entering Unmasked Estep 
Score: -28224608.000000 Penalty: 6122.437012
	Iteration 14Q: 3 clusters Score -2.822461e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62045 members 
Mstep: Class 2 contains 167447 members 
Entering Unmasked Estep 
Score: -28226874.000000 Penalty: 6122.437012
	Iteration 15Q: 3 clusters Score -2.822687e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59690 members 
Mstep: Class 2 contains 169802 members 
Entering Unmasked Estep 
Score: -28228776.000000 Penalty: 6122.437012
	Iteration 16Q: 3 clusters Score -2.822878e+07 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 172130 members 
Entering Unmasked Estep 
Score: -28230594.000000 Penalty: 6122.437012
	Iteration 17Q: 3 clusters Score -2.823059e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 174254 members 
Entering Unmasked Estep 
Score: -28232300.000000 Penalty: 6122.437012
	Iteration 18Q: 3 clusters Score -2.82323e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 176102 members 
Entering Unmasked Estep 
Score: -28233836.000000 Penalty: 6122.437012
	Iteration 19Q: 3 clusters Score -2.823384e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 177716 members 
Entering Unmasked Estep 
Score: -28234708.000000 Penalty: 6122.437012
	Iteration 20F: 3 clusters Score -2.823471e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 179151 members 
Entering Unmasked Estep 
Score: -28235364.000000 Penalty: 6122.437012
	Iteration 21Q: 3 clusters Score -2.823536e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 180458 members 
Entering Unmasked Estep 
Score: -28235762.000000 Penalty: 6122.437012
	Iteration 22Q: 3 clusters Score -2.823576e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 181626 members 
Entering Unmasked Estep 
Score: -28236138.000000 Penalty: 6122.437012
	Iteration 23Q: 3 clusters Score -2.823614e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 182743 members 
Entering Unmasked Estep 
Score: -28236378.000000 Penalty: 6122.437012
	Iteration 24Q: 3 clusters Score -2.823638e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 183839 members 
Entering Unmasked Estep 
Score: -28236500.000000 Penalty: 6122.437012
	Iteration 25Q: 3 clusters Score -2.82365e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 184909 members 
Entering Unmasked Estep 
Score: -28236688.000000 Penalty: 6122.437012
	Iteration 26Q: 3 clusters Score -2.823669e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 185929 members 
Entering Unmasked Estep 
Score: -28236828.000000 Penalty: 6122.437012
	Iteration 27Q: 3 clusters Score -2.823683e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 186901 members 
Entering Unmasked Estep 
Score: -28236996.000000 Penalty: 6122.437012
	Iteration 28Q: 3 clusters Score -2.8237e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 187849 members 
Entering Unmasked Estep 
Score: -28237174.000000 Penalty: 6122.437012
	Iteration 29Q: 3 clusters Score -2.823717e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 188827 members 
Entering Unmasked Estep 
Score: -28237434.000000 Penalty: 6122.437012
	Iteration 30Q: 3 clusters Score -2.823743e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 189799 members 
Entering Unmasked Estep 
Score: -28237572.000000 Penalty: 6122.437012
	Iteration 31Q: 3 clusters Score -2.823757e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 190722 members 
Entering Unmasked Estep 
Score: -28237512.000000 Penalty: 6122.437012
	Iteration 32Q: 3 clusters Score -2.823751e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 191605 members 
Entering Unmasked Estep 
Score: -28237676.000000 Penalty: 6122.437012
	Iteration 33Q: 3 clusters Score -2.823768e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 192519 members 
Entering Unmasked Estep 
Score: -28237742.000000 Penalty: 6122.437012
	Iteration 34Q: 3 clusters Score -2.823774e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 193398 members 
Entering Unmasked Estep 
Score: -28237828.000000 Penalty: 6122.437012
	Iteration 35Q: 3 clusters Score -2.823783e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 194297 members 
Entering Unmasked Estep 
Score: -28237850.000000 Penalty: 6122.437012
	Iteration 36Q: 3 clusters Score -2.823785e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 195192 members 
Entering Unmasked Estep 
Score: -28237894.000000 Penalty: 6122.437012
	Iteration 37Q: 3 clusters Score -2.823789e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 196058 members 
Entering Unmasked Estep 
Score: -28237972.000000 Penalty: 6122.437012
	Iteration 38Q: 3 clusters Score -2.823797e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 196826 members 
Entering Unmasked Estep 
Score: -28238018.000000 Penalty: 6122.437012
	Iteration 39Q: 3 clusters Score -2.823802e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 197587 members 
Entering Unmasked Estep 
Score: -28238054.000000 Penalty: 6122.437012
	Iteration 40F: 3 clusters Score -2.823805e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 198347 members 
Entering Unmasked Estep 
Score: -28237994.000000 Penalty: 6122.437012
	Iteration 41Q: 3 clusters Score -2.823799e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 199073 members 
Entering Unmasked Estep 
Score: -28238024.000000 Penalty: 6122.437012
	Iteration 42Q: 3 clusters Score -2.823802e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 199794 members 
Entering Unmasked Estep 
Score: -28237984.000000 Penalty: 6122.437012
	Iteration 43Q: 3 clusters Score -2.823798e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 200499 members 
Entering Unmasked Estep 
Score: -28238056.000000 Penalty: 6122.437012
	Iteration 44Q: 3 clusters Score -2.823806e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 201160 members 
Entering Unmasked Estep 
Score: -28238108.000000 Penalty: 6122.437012
	Iteration 45Q: 3 clusters Score -2.823811e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 201803 members 
Entering Unmasked Estep 
Score: -28238082.000000 Penalty: 6122.437012
	Iteration 46Q: 3 clusters Score -2.823808e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 202418 members 
Entering Unmasked Estep 
Score: -28238144.000000 Penalty: 6122.437012
	Iteration 47Q: 3 clusters Score -2.823814e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 203006 members 
Entering Unmasked Estep 
Score: -28238306.000000 Penalty: 6122.437012
	Iteration 48Q: 3 clusters Score -2.823831e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 203572 members 
Entering Unmasked Estep 
Score: -28238434.000000 Penalty: 6122.437012
	Iteration 49Q: 3 clusters Score -2.823843e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 204117 members 
Entering Unmasked Estep 
Score: -28238448.000000 Penalty: 6122.437012
	Iteration 50Q: 3 clusters Score -2.823845e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 204643 members 
Entering Unmasked Estep 
Score: -28238466.000000 Penalty: 6122.437012
	Iteration 51Q: 3 clusters Score -2.823847e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 205158 members 
Entering Unmasked Estep 
Score: -28238510.000000 Penalty: 6122.437012
	Iteration 52Q: 3 clusters Score -2.823851e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 205654 members 
Entering Unmasked Estep 
Score: -28238514.000000 Penalty: 6122.437012
	Iteration 53Q: 3 clusters Score -2.823851e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 206130 members 
Entering Unmasked Estep 
Score: -28238438.000000 Penalty: 6122.437012
	Iteration 54Q: 3 clusters Score -2.823844e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 206584 members 
Entering Unmasked Estep 
Score: -28238508.000000 Penalty: 6122.437012
	Iteration 55Q: 3 clusters Score -2.823851e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 207009 members 
Entering Unmasked Estep 
Score: -28238528.000000 Penalty: 6122.437012
	Iteration 56Q: 3 clusters Score -2.823853e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 207416 members 
Entering Unmasked Estep 
Score: -28238474.000000 Penalty: 6122.437012
	Iteration 57Q: 3 clusters Score -2.823847e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 207809 members 
Entering Unmasked Estep 
Score: -28238466.000000 Penalty: 6122.437012
	Iteration 58Q: 3 clusters Score -2.823847e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 208177 members 
Entering Unmasked Estep 
Score: -28238482.000000 Penalty: 6122.437012
	Iteration 59Q: 3 clusters Score -2.823848e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 208529 members 
Entering Unmasked Estep 
Score: -28238470.000000 Penalty: 6122.437012
	Iteration 60F: 3 clusters Score -2.823847e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 208897 members 
Entering Unmasked Estep 
Score: -28238408.000000 Penalty: 6122.437012
	Iteration 61Q: 3 clusters Score -2.823841e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 209230 members 
Entering Unmasked Estep 
Score: -28238356.000000 Penalty: 6122.437012
	Iteration 62Q: 3 clusters Score -2.823836e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 209572 members 
Entering Unmasked Estep 
Score: -28238298.000000 Penalty: 6122.437012
	Iteration 63Q: 3 clusters Score -2.82383e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 209914 members 
Entering Unmasked Estep 
Score: -28238314.000000 Penalty: 6122.437012
	Iteration 64Q: 3 clusters Score -2.823831e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 210279 members 
Entering Unmasked Estep 
Score: -28238348.000000 Penalty: 6122.437012
	Iteration 65Q: 3 clusters Score -2.823835e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 210642 members 
Entering Unmasked Estep 
Score: -28238436.000000 Penalty: 6122.437012
	Iteration 66Q: 3 clusters Score -2.823844e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 210979 members 
Entering Unmasked Estep 
Score: -28238422.000000 Penalty: 6122.437012
	Iteration 67Q: 3 clusters Score -2.823842e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 211285 members 
Entering Unmasked Estep 
Score: -28238406.000000 Penalty: 6122.437012
	Iteration 68Q: 3 clusters Score -2.823841e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 211577 members 
Entering Unmasked Estep 
Score: -28238416.000000 Penalty: 6122.437012
	Iteration 69Q: 3 clusters Score -2.823842e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 211871 members 
Entering Unmasked Estep 
Score: -28238396.000000 Penalty: 6122.437012
	Iteration 70Q: 3 clusters Score -2.82384e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 212153 members 
Entering Unmasked Estep 
Score: -28238340.000000 Penalty: 6122.437012
	Iteration 71Q: 3 clusters Score -2.823834e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 212459 members 
Entering Unmasked Estep 
Score: -28238346.000000 Penalty: 6122.437012
	Iteration 72Q: 3 clusters Score -2.823835e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 212780 members 
Entering Unmasked Estep 
Score: -28238284.000000 Penalty: 6122.437012
	Iteration 73Q: 3 clusters Score -2.823828e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 213085 members 
Entering Unmasked Estep 
Score: -28238302.000000 Penalty: 6122.437012
	Iteration 74Q: 3 clusters Score -2.82383e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 213372 members 
Entering Unmasked Estep 
Score: -28238308.000000 Penalty: 6122.437012
	Iteration 75Q: 3 clusters Score -2.823831e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 213629 members 
Entering Unmasked Estep 
Score: -28238308.000000 Penalty: 6122.437012
	Iteration 76Q: 3 clusters Score -2.823831e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 213873 members 
Entering Unmasked Estep 
Score: -28238342.000000 Penalty: 6122.437012
	Iteration 77Q: 3 clusters Score -2.823834e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 214082 members 
Entering Unmasked Estep 
Score: -28238274.000000 Penalty: 6122.437012
	Iteration 78Q: 3 clusters Score -2.823827e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 214291 members 
Entering Unmasked Estep 
Score: -28238238.000000 Penalty: 6122.437012
	Iteration 79Q: 3 clusters Score -2.823824e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 214491 members 
Entering Unmasked Estep 
Score: -28238222.000000 Penalty: 6122.437012
	Iteration 80F: 3 clusters Score -2.823822e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 214688 members 
Entering Unmasked Estep 
Score: -28238164.000000 Penalty: 6122.437012
	Iteration 81Q: 3 clusters Score -2.823816e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 214869 members 
Entering Unmasked Estep 
Score: -28238150.000000 Penalty: 6122.437012
	Iteration 82Q: 3 clusters Score -2.823815e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 215041 members 
Entering Unmasked Estep 
Score: -28238136.000000 Penalty: 6122.437012
	Iteration 83Q: 3 clusters Score -2.823814e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 215209 members 
Entering Unmasked Estep 
Score: -28238144.000000 Penalty: 6122.437012
	Iteration 84Q: 3 clusters Score -2.823814e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 215360 members 
Entering Unmasked Estep 
Score: -28238194.000000 Penalty: 6122.437012
	Iteration 85Q: 3 clusters Score -2.823819e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 215512 members 
Entering Unmasked Estep 
Score: -28238170.000000 Penalty: 6122.437012
	Iteration 86Q: 3 clusters Score -2.823817e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 215653 members 
Entering Unmasked Estep 
Score: -28238160.000000 Penalty: 6122.437012
	Iteration 87Q: 3 clusters Score -2.823816e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 215791 members 
Entering Unmasked Estep 
Score: -28238202.000000 Penalty: 6122.437012
	Iteration 88Q: 3 clusters Score -2.82382e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 215928 members 
Entering Unmasked Estep 
Score: -28238222.000000 Penalty: 6122.437012
	Iteration 89Q: 3 clusters Score -2.823822e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 216058 members 
Entering Unmasked Estep 
Score: -28238214.000000 Penalty: 6122.437012
	Iteration 90Q: 3 clusters Score -2.823821e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 216178 members 
Entering Unmasked Estep 
Score: -28238176.000000 Penalty: 6122.437012
	Iteration 91Q: 3 clusters Score -2.823818e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 216310 members 
Entering Unmasked Estep 
Score: -28238154.000000 Penalty: 6122.437012
	Iteration 92Q: 3 clusters Score -2.823815e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 216443 members 
Entering Unmasked Estep 
Score: -28238144.000000 Penalty: 6122.437012
	Iteration 93Q: 3 clusters Score -2.823814e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 216564 members 
Entering Unmasked Estep 
Score: -28238178.000000 Penalty: 6122.437012
	Iteration 94Q: 3 clusters Score -2.823818e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 216688 members 
Entering Unmasked Estep 
Score: -28238194.000000 Penalty: 6122.437012
	Iteration 95Q: 3 clusters Score -2.823819e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 216814 members 
Entering Unmasked Estep 
Score: -28238238.000000 Penalty: 6122.437012
	Iteration 96Q: 3 clusters Score -2.823824e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 216934 members 
Entering Unmasked Estep 
Score: -28238272.000000 Penalty: 6122.437012
	Iteration 97Q: 3 clusters Score -2.823827e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 217058 members 
Entering Unmasked Estep 
Score: -28238270.000000 Penalty: 6122.437012
	Iteration 98Q: 3 clusters Score -2.823827e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 217178 members 
Entering Unmasked Estep 
Score: -28238246.000000 Penalty: 6122.437012
	Iteration 99Q: 3 clusters Score -2.823825e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 217297 members 
Entering Unmasked Estep 
Score: -28238260.000000 Penalty: 6122.437012
	Iteration 100F: 3 clusters Score -2.823826e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 217429 members 
Entering Unmasked Estep 
Score: -28238280.000000 Penalty: 6122.437012
	Iteration 101Q: 3 clusters Score -2.823828e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 217550 members 
Entering Unmasked Estep 
Score: -28238224.000000 Penalty: 6122.437012
	Iteration 102Q: 3 clusters Score -2.823822e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 217658 members 
Entering Unmasked Estep 
Score: -28238256.000000 Penalty: 6122.437012
	Iteration 103Q: 3 clusters Score -2.823826e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 217753 members 
Entering Unmasked Estep 
Score: -28238212.000000 Penalty: 6122.437012
	Iteration 104Q: 3 clusters Score -2.823821e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 217860 members 
Entering Unmasked Estep 
Score: -28238164.000000 Penalty: 6122.437012
	Iteration 105Q: 3 clusters Score -2.823816e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 217989 members 
Entering Unmasked Estep 
Score: -28238192.000000 Penalty: 6122.437012
	Iteration 106Q: 3 clusters Score -2.823819e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 218132 members 
Entering Unmasked Estep 
Score: -28238234.000000 Penalty: 6122.437012
	Iteration 107Q: 3 clusters Score -2.823823e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 218287 members 
Entering Unmasked Estep 
Score: -28238234.000000 Penalty: 6122.437012
	Iteration 108Q: 3 clusters Score -2.823823e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 218415 members 
Entering Unmasked Estep 
Score: -28238250.000000 Penalty: 6122.437012
	Iteration 109Q: 3 clusters Score -2.823825e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 218529 members 
Entering Unmasked Estep 
Score: -28238272.000000 Penalty: 6122.437012
	Iteration 110Q: 3 clusters Score -2.823827e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 218650 members 
Entering Unmasked Estep 
Score: -28238272.000000 Penalty: 6122.437012
	Iteration 111Q: 3 clusters Score -2.823827e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 218753 members 
Entering Unmasked Estep 
Score: -28238274.000000 Penalty: 6122.437012
	Iteration 112Q: 3 clusters Score -2.823827e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 218837 members 
Entering Unmasked Estep 
Score: -28238256.000000 Penalty: 6122.437012
	Iteration 113Q: 3 clusters Score -2.823826e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 218927 members 
Entering Unmasked Estep 
Score: -28238228.000000 Penalty: 6122.437012
	Iteration 114Q: 3 clusters Score -2.823823e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 219009 members 
Entering Unmasked Estep 
Score: -28238200.000000 Penalty: 6122.437012
	Iteration 115Q: 3 clusters Score -2.82382e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 219100 members 
Entering Unmasked Estep 
Score: -28238220.000000 Penalty: 6122.437012
	Iteration 116Q: 3 clusters Score -2.823822e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 219177 members 
Entering Unmasked Estep 
Score: -28238252.000000 Penalty: 6122.437012
	Iteration 117Q: 3 clusters Score -2.823825e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 219260 members 
Entering Unmasked Estep 
Score: -28238244.000000 Penalty: 6122.437012
	Iteration 118Q: 3 clusters Score -2.823824e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 219347 members 
Entering Unmasked Estep 
Score: -28238252.000000 Penalty: 6122.437012
	Iteration 119Q: 3 clusters Score -2.823825e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 219444 members 
Entering Unmasked Estep 
Score: -28238266.000000 Penalty: 6122.437012
	Iteration 120F: 3 clusters Score -2.823827e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 219554 members 
Entering Unmasked Estep 
Score: -28238276.000000 Penalty: 6122.437012
	Iteration 121Q: 3 clusters Score -2.823828e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 219674 members 
Entering Unmasked Estep 
Score: -28238292.000000 Penalty: 6122.437012
	Iteration 122Q: 3 clusters Score -2.823829e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 219800 members 
Entering Unmasked Estep 
Score: -28238282.000000 Penalty: 6122.437012
	Iteration 123Q: 3 clusters Score -2.823828e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 219922 members 
Entering Unmasked Estep 
Score: -28238272.000000 Penalty: 6122.437012
	Iteration 124Q: 3 clusters Score -2.823827e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 220038 members 
Entering Unmasked Estep 
Score: -28238288.000000 Penalty: 6122.437012
	Iteration 125Q: 3 clusters Score -2.823829e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 220146 members 
Entering Unmasked Estep 
Score: -28238286.000000 Penalty: 6122.437012
	Iteration 126Q: 3 clusters Score -2.823829e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 220268 members 
Entering Unmasked Estep 
Score: -28238310.000000 Penalty: 6122.437012
	Iteration 127Q: 3 clusters Score -2.823831e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 220394 members 
Entering Unmasked Estep 
Score: -28238330.000000 Penalty: 6122.437012
	Iteration 128Q: 3 clusters Score -2.823833e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 220531 members 
Entering Unmasked Estep 
Score: -28238350.000000 Penalty: 6122.437012
	Iteration 129Q: 3 clusters Score -2.823835e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 220676 members 
Entering Unmasked Estep 
Score: -28238314.000000 Penalty: 6122.437012
	Iteration 130Q: 3 clusters Score -2.823831e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 220805 members 
Entering Unmasked Estep 
Score: -28238302.000000 Penalty: 6122.437012
	Iteration 131Q: 3 clusters Score -2.82383e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 220913 members 
Entering Unmasked Estep 
Score: -28238324.000000 Penalty: 6122.437012
	Iteration 132Q: 3 clusters Score -2.823832e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 221035 members 
Entering Unmasked Estep 
Score: -28238354.000000 Penalty: 6122.437012
	Iteration 133Q: 3 clusters Score -2.823835e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 221149 members 
Entering Unmasked Estep 
Score: -28238388.000000 Penalty: 6122.437012
	Iteration 134Q: 3 clusters Score -2.823839e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 221260 members 
Entering Unmasked Estep 
Score: -28238412.000000 Penalty: 6122.437012
	Iteration 135Q: 3 clusters Score -2.823841e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 221366 members 
Entering Unmasked Estep 
Score: -28238410.000000 Penalty: 6122.437012
	Iteration 136Q: 3 clusters Score -2.823841e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 221490 members 
Entering Unmasked Estep 
Score: -28238420.000000 Penalty: 6122.437012
	Iteration 137Q: 3 clusters Score -2.823842e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 221613 members 
Entering Unmasked Estep 
Score: -28238420.000000 Penalty: 6122.437012
	Iteration 138Q: 3 clusters Score -2.823842e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 221726 members 
Entering Unmasked Estep 
Score: -28238390.000000 Penalty: 6122.437012
	Iteration 139Q: 3 clusters Score -2.823839e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 221845 members 
Entering Unmasked Estep 
Score: -28238390.000000 Penalty: 6122.437012
	Iteration 140F: 3 clusters Score -2.823839e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 221968 members 
Entering Unmasked Estep 
Score: -28238390.000000 Penalty: 6122.437012
	Iteration 141Q: 3 clusters Score -2.823839e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 222095 members 
Entering Unmasked Estep 
Score: -28238396.000000 Penalty: 6122.437012
	Iteration 142Q: 3 clusters Score -2.82384e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 222246 members 
Entering Unmasked Estep 
Score: -28238436.000000 Penalty: 6122.437012
	Iteration 143Q: 3 clusters Score -2.823844e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 222401 members 
Entering Unmasked Estep 
Score: -28238462.000000 Penalty: 6122.437012
	Iteration 144Q: 3 clusters Score -2.823846e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 222547 members 
Entering Unmasked Estep 
Score: -28238442.000000 Penalty: 6122.437012
	Iteration 145Q: 3 clusters Score -2.823844e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 222709 members 
Entering Unmasked Estep 
Score: -28238484.000000 Penalty: 6122.437012
	Iteration 146Q: 3 clusters Score -2.823848e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 222856 members 
Entering Unmasked Estep 
Score: -28238506.000000 Penalty: 6122.437012
	Iteration 147Q: 3 clusters Score -2.823851e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 223006 members 
Entering Unmasked Estep 
Score: -28238494.000000 Penalty: 6122.437012
	Iteration 148Q: 3 clusters Score -2.823849e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 223162 members 
Entering Unmasked Estep 
Score: -28238532.000000 Penalty: 6122.437012
	Iteration 149Q: 3 clusters Score -2.823853e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 223313 members 
Entering Unmasked Estep 
Score: -28238560.000000 Penalty: 6122.437012
	Iteration 150Q: 3 clusters Score -2.823856e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 223472 members 
Entering Unmasked Estep 
Score: -28238608.000000 Penalty: 6122.437012
	Iteration 151Q: 3 clusters Score -2.823861e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 223633 members 
Entering Unmasked Estep 
Score: -28238556.000000 Penalty: 6122.437012
	Iteration 152Q: 3 clusters Score -2.823856e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 223792 members 
Entering Unmasked Estep 
Score: -28238660.000000 Penalty: 6122.437012
	Iteration 153Q: 3 clusters Score -2.823866e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 223972 members 
Entering Unmasked Estep 
Score: -28238682.000000 Penalty: 6122.437012
	Iteration 154Q: 3 clusters Score -2.823868e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 224160 members 
Entering Unmasked Estep 
Score: -28238646.000000 Penalty: 6122.437012
	Iteration 155Q: 3 clusters Score -2.823865e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 224329 members 
Entering Unmasked Estep 
Score: -28238672.000000 Penalty: 6122.437012
	Iteration 156Q: 3 clusters Score -2.823867e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 224492 members 
Entering Unmasked Estep 
Score: -28238676.000000 Penalty: 6122.437012
	Iteration 157Q: 3 clusters Score -2.823868e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 224660 members 
Entering Unmasked Estep 
Score: -28238662.000000 Penalty: 6122.437012
	Iteration 158Q: 3 clusters Score -2.823866e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 224817 members 
Entering Unmasked Estep 
Score: -28238700.000000 Penalty: 6122.437012
	Iteration 159Q: 3 clusters Score -2.82387e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 224958 members 
Entering Unmasked Estep 
Score: -28238734.000000 Penalty: 6122.437012
	Iteration 160F: 3 clusters Score -2.823873e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 225090 members 
Entering Unmasked Estep 
Score: -28238780.000000 Penalty: 6122.437012
	Iteration 161Q: 3 clusters Score -2.823878e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 225223 members 
Entering Unmasked Estep 
Score: -28238760.000000 Penalty: 6122.437012
	Iteration 162Q: 3 clusters Score -2.823876e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 225343 members 
Entering Unmasked Estep 
Score: -28238784.000000 Penalty: 6122.437012
	Iteration 163Q: 3 clusters Score -2.823878e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 225465 members 
Entering Unmasked Estep 
Score: -28238760.000000 Penalty: 6122.437012
	Iteration 164Q: 3 clusters Score -2.823876e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 225596 members 
Entering Unmasked Estep 
Score: -28238808.000000 Penalty: 6122.437012
	Iteration 165Q: 3 clusters Score -2.823881e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 225724 members 
Entering Unmasked Estep 
Score: -28238870.000000 Penalty: 6122.437012
	Iteration 166Q: 3 clusters Score -2.823887e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 225873 members 
Entering Unmasked Estep 
Score: -28238924.000000 Penalty: 6122.437012
	Iteration 167Q: 3 clusters Score -2.823892e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 226038 members 
Entering Unmasked Estep 
Score: -28238940.000000 Penalty: 6122.437012
	Iteration 168Q: 3 clusters Score -2.823894e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 226215 members 
Entering Unmasked Estep 
Score: -28238944.000000 Penalty: 6122.437012
	Iteration 169Q: 3 clusters Score -2.823894e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 226371 members 
Entering Unmasked Estep 
Score: -28238938.000000 Penalty: 6122.437012
	Iteration 170Q: 3 clusters Score -2.823894e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 226503 members 
Entering Unmasked Estep 
Score: -28238978.000000 Penalty: 6122.437012
	Iteration 171Q: 3 clusters Score -2.823898e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 226603 members 
Entering Unmasked Estep 
Score: -28239000.000000 Penalty: 6122.437012
	Iteration 172Q: 3 clusters Score -2.8239e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 226699 members 
Entering Unmasked Estep 
Score: -28239018.000000 Penalty: 6122.437012
	Iteration 173Q: 3 clusters Score -2.823902e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 226798 members 
Entering Unmasked Estep 
Score: -28239046.000000 Penalty: 6122.437012
	Iteration 174Q: 3 clusters Score -2.823905e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 226909 members 
Entering Unmasked Estep 
Score: -28239040.000000 Penalty: 6122.437012
	Iteration 175Q: 3 clusters Score -2.823904e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 226999 members 
Entering Unmasked Estep 
Score: -28239056.000000 Penalty: 6122.437012
	Iteration 176Q: 3 clusters Score -2.823906e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 227082 members 
Entering Unmasked Estep 
Score: -28239072.000000 Penalty: 6122.437012
	Iteration 177Q: 3 clusters Score -2.823907e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 227156 members 
Entering Unmasked Estep 
Score: -28239062.000000 Penalty: 6122.437012
	Iteration 178Q: 3 clusters Score -2.823906e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 227229 members 
Entering Unmasked Estep 
Score: -28239036.000000 Penalty: 6122.437012
	Iteration 179Q: 3 clusters Score -2.823904e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 227294 members 
Entering Unmasked Estep 
Score: -28239048.000000 Penalty: 6122.437012
	Iteration 180F: 3 clusters Score -2.823905e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 227341 members 
Entering Unmasked Estep 
Score: -28239072.000000 Penalty: 6122.437012
	Iteration 181Q: 3 clusters Score -2.823907e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 227390 members 
Entering Unmasked Estep 
Score: -28239096.000000 Penalty: 6122.437012
	Iteration 182Q: 3 clusters Score -2.82391e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 227435 members 
Entering Unmasked Estep 
Score: -28239098.000000 Penalty: 6122.437012
	Iteration 183Q: 3 clusters Score -2.82391e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 227474 members 
Entering Unmasked Estep 
Score: -28239088.000000 Penalty: 6122.437012
	Iteration 184Q: 3 clusters Score -2.823909e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 227514 members 
Entering Unmasked Estep 
Score: -28239104.000000 Penalty: 6122.437012
	Iteration 185Q: 3 clusters Score -2.82391e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 227570 members 
Entering Unmasked Estep 
Score: -28239124.000000 Penalty: 6122.437012
	Iteration 186Q: 3 clusters Score -2.823912e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 227617 members 
Entering Unmasked Estep 
Score: -28239096.000000 Penalty: 6122.437012
	Iteration 187Q: 3 clusters Score -2.82391e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 227659 members 
Entering Unmasked Estep 
Score: -28239100.000000 Penalty: 6122.437012
	Iteration 188Q: 3 clusters Score -2.82391e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 227697 members 
Entering Unmasked Estep 
Score: -28239136.000000 Penalty: 6122.437012
	Iteration 189Q: 3 clusters Score -2.823914e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 227730 members 
Entering Unmasked Estep 
Score: -28239100.000000 Penalty: 6122.437012
	Iteration 190Q: 3 clusters Score -2.82391e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 227760 members 
Entering Unmasked Estep 
Score: -28239094.000000 Penalty: 6122.437012
	Iteration 191Q: 3 clusters Score -2.823909e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 227788 members 
Entering Unmasked Estep 
Score: -28239116.000000 Penalty: 6122.437012
	Iteration 192Q: 3 clusters Score -2.823912e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 227818 members 
Entering Unmasked Estep 
Score: -28239108.000000 Penalty: 6122.437012
	Iteration 193Q: 3 clusters Score -2.823911e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 227846 members 
Entering Unmasked Estep 
Score: -28239110.000000 Penalty: 6122.437012
	Iteration 194Q: 3 clusters Score -2.823911e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 227873 members 
Entering Unmasked Estep 
Score: -28239148.000000 Penalty: 6122.437012
	Iteration 195Q: 3 clusters Score -2.823915e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 227901 members 
Entering Unmasked Estep 
Score: -28239148.000000 Penalty: 6122.437012
	Iteration 196Q: 3 clusters Score -2.823915e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 227929 members 
Entering Unmasked Estep 
Score: -28239142.000000 Penalty: 6122.437012
	Iteration 197Q: 3 clusters Score -2.823914e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 227950 members 
Entering Unmasked Estep 
Score: -28239158.000000 Penalty: 6122.437012
	Iteration 198Q: 3 clusters Score -2.823916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 227971 members 
Entering Unmasked Estep 
Score: -28239170.000000 Penalty: 6122.437012
	Iteration 199Q: 3 clusters Score -2.823917e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 227996 members 
Entering Unmasked Estep 
Score: -28239156.000000 Penalty: 6122.437012
	Iteration 200F: 3 clusters Score -2.823916e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 228014 members 
Entering Unmasked Estep 
Score: -28239176.000000 Penalty: 6122.437012
	Iteration 201Q: 3 clusters Score -2.823918e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 228038 members 
Entering Unmasked Estep 
Score: -28239188.000000 Penalty: 6122.437012
	Iteration 202Q: 3 clusters Score -2.823919e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 228052 members 
Entering Unmasked Estep 
Score: -28239168.000000 Penalty: 6122.437012
	Iteration 203Q: 3 clusters Score -2.823917e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 228061 members 
Entering Unmasked Estep 
Score: -28239180.000000 Penalty: 6122.437012
	Iteration 204Q: 3 clusters Score -2.823918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 228072 members 
Entering Unmasked Estep 
Score: -28239188.000000 Penalty: 6122.437012
	Iteration 205Q: 3 clusters Score -2.823919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 228081 members 
Entering Unmasked Estep 
Score: -28239184.000000 Penalty: 6122.437012
	Iteration 206Q: 3 clusters Score -2.823918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 228089 members 
Entering Unmasked Estep 
Score: -28239192.000000 Penalty: 6122.437012
	Iteration 207Q: 3 clusters Score -2.823919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 228102 members 
Entering Unmasked Estep 
Score: -28239186.000000 Penalty: 6122.437012
	Iteration 208Q: 3 clusters Score -2.823919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 228113 members 
Entering Unmasked Estep 
Score: -28239194.000000 Penalty: 6122.437012
	Iteration 209Q: 3 clusters Score -2.823919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 228120 members 
Entering Unmasked Estep 
Score: -28239196.000000 Penalty: 6122.437012
	Iteration 210Q: 3 clusters Score -2.82392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 228131 members 
Entering Unmasked Estep 
Score: -28239188.000000 Penalty: 6122.437012
	Iteration 211Q: 3 clusters Score -2.823919e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 228143 members 
Entering Unmasked Estep 
Score: -28239176.000000 Penalty: 6122.437012
	Iteration 212Q: 3 clusters Score -2.823918e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 228155 members 
Entering Unmasked Estep 
Score: -28239172.000000 Penalty: 6122.437012
	Iteration 213Q: 3 clusters Score -2.823917e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 228168 members 
Entering Unmasked Estep 
Score: -28239180.000000 Penalty: 6122.437012
	Iteration 214Q: 3 clusters Score -2.823918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 228186 members 
Entering Unmasked Estep 
Score: -28239192.000000 Penalty: 6122.437012
	Iteration 215Q: 3 clusters Score -2.823919e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 228203 members 
Entering Unmasked Estep 
Score: -28239226.000000 Penalty: 6122.437012
	Iteration 216Q: 3 clusters Score -2.823923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 228215 members 
Entering Unmasked Estep 
Score: -28239214.000000 Penalty: 6122.437012
	Iteration 217Q: 3 clusters Score -2.823921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 228226 members 
Entering Unmasked Estep 
Score: -28239208.000000 Penalty: 6122.437012
	Iteration 218Q: 3 clusters Score -2.823921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 228234 members 
Entering Unmasked Estep 
Score: -28239196.000000 Penalty: 6122.437012
	Iteration 219Q: 3 clusters Score -2.82392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 228240 members 
Entering Unmasked Estep 
Score: -28239230.000000 Penalty: 6122.437012
	Iteration 220F: 3 clusters Score -2.823923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 228243 members 
Entering Unmasked Estep 
Score: -28239216.000000 Penalty: 6122.437012
	Iteration 221Q: 3 clusters Score -2.823922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 228247 members 
Entering Unmasked Estep 
Score: -28239226.000000 Penalty: 6122.437012
	Iteration 222Q: 3 clusters Score -2.823923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 228252 members 
Entering Unmasked Estep 
Score: -28239216.000000 Penalty: 6122.437012
	Iteration 223Q: 3 clusters Score -2.823922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 228252 members 
Entering Unmasked Estep 
Score: -28239216.000000 Penalty: 6122.437012
	Iteration 224Q: 3 clusters Score -2.823922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 228254 members 
Entering Unmasked Estep 
Score: -28239218.000000 Penalty: 6122.437012
	Iteration 225Q: 3 clusters Score -2.823922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 228258 members 
Entering Unmasked Estep 
Score: -28239226.000000 Penalty: 6122.437012
	Iteration 226Q: 3 clusters Score -2.823923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 228259 members 
Entering Unmasked Estep 
Score: -28239226.000000 Penalty: 6122.437012
	Iteration 227Q: 3 clusters Score -2.823923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 228262 members 
Entering Unmasked Estep 
Score: -28239220.000000 Penalty: 6122.437012
	Iteration 228Q: 3 clusters Score -2.823922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 228267 members 
Entering Unmasked Estep 
Score: -28239230.000000 Penalty: 6122.437012
	Iteration 229Q: 3 clusters Score -2.823923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 228269 members 
Entering Unmasked Estep 
Score: -28239230.000000 Penalty: 6122.437012
	Iteration 230Q: 3 clusters Score -2.823923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 228270 members 
Entering Unmasked Estep 
Score: -28239218.000000 Penalty: 6122.437012
	Iteration 231Q: 3 clusters Score -2.823922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 228271 members 
Entering Unmasked Estep 
Score: -28239226.000000 Penalty: 6122.437012
	Iteration 232Q: 3 clusters Score -2.823923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 228272 members 
Entering Unmasked Estep 
Score: -28239218.000000 Penalty: 6122.437012
	Iteration 233Q: 3 clusters Score -2.823922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 228273 members 
Entering Unmasked Estep 
Score: -28239224.000000 Penalty: 6122.437012
	Iteration 234Q: 3 clusters Score -2.823922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 228277 members 
Entering Unmasked Estep 
Score: -28239226.000000 Penalty: 6122.437012
	Iteration 235Q: 3 clusters Score -2.823923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 228280 members 
Entering Unmasked Estep 
Score: -28239236.000000 Penalty: 6122.437012
	Iteration 236Q: 3 clusters Score -2.823924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 228284 members 
Entering Unmasked Estep 
Score: -28239222.000000 Penalty: 6122.437012
	Iteration 237Q: 3 clusters Score -2.823922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 228287 members 
Entering Unmasked Estep 
Score: -28239226.000000 Penalty: 6122.437012
	Iteration 238Q: 3 clusters Score -2.823923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 228287 members 
Entering Unmasked Estep 
Score: -28239226.000000 Penalty: 6122.437012
	Iteration 239F: 3 clusters Score -2.823923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Entering Unmasked Estep 
Score: -167748.906250 Penalty: 1821.810547
	Iteration 0F: 2 clusters Score -167748.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -165522.734375 Penalty: 3643.621094
	Iteration 0F: 3 clusters Score -165522.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -166077.750000 Penalty: 3643.621094
	Iteration 1F: 3 clusters Score -166077.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -166274.046875 Penalty: 3643.621094
	Iteration 2F: 3 clusters Score -166274 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -166449.812500 Penalty: 3643.621094
	Iteration 3F: 3 clusters Score -166449.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -166582.843750 Penalty: 3643.621094
	Iteration 4F: 3 clusters Score -166582.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -166696.687500 Penalty: 3643.621094
	Iteration 5F: 3 clusters Score -166696.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -166789.859375 Penalty: 3643.621094
	Iteration 6Q: 3 clusters Score -166789.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -166872.984375 Penalty: 3643.621094
	Iteration 7Q: 3 clusters Score -166873 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -166968.203125 Penalty: 3643.621094
	Iteration 8Q: 3 clusters Score -166968.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -167048.953125 Penalty: 3643.621094
	Iteration 9Q: 3 clusters Score -167049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -167092.578125 Penalty: 3643.621094
	Iteration 10Q: 3 clusters Score -167092.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -167126.125000 Penalty: 3643.621094
	Iteration 11Q: 3 clusters Score -167126.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -167144.265625 Penalty: 3643.621094
	Iteration 12Q: 3 clusters Score -167144.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -167156.375000 Penalty: 3643.621094
	Iteration 13Q: 3 clusters Score -167156.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -167172.187500 Penalty: 3643.621094
	Iteration 14Q: 3 clusters Score -167172.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -167185.250000 Penalty: 3643.621094
	Iteration 15Q: 3 clusters Score -167185.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -167193.640625 Penalty: 3643.621094
	Iteration 16Q: 3 clusters Score -167193.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -167201.718750 Penalty: 3643.621094
	Iteration 17Q: 3 clusters Score -167201.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -167208.968750 Penalty: 3643.621094
	Iteration 18Q: 3 clusters Score -167209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -167211.296875 Penalty: 3643.621094
	Iteration 19Q: 3 clusters Score -167211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -167212.968750 Penalty: 3643.621094
	Iteration 20F: 3 clusters Score -167213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -167213.500000 Penalty: 3643.621094
	Iteration 21Q: 3 clusters Score -167213.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -167215.531250 Penalty: 3643.621094
	Iteration 22Q: 3 clusters Score -167215.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -167219.187500 Penalty: 3643.621094
	Iteration 23Q: 3 clusters Score -167219.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -167227.406250 Penalty: 3643.621094
	Iteration 24Q: 3 clusters Score -167227.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -167233.828125 Penalty: 3643.621094
	Iteration 25Q: 3 clusters Score -167233.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -167240.843750 Penalty: 3643.621094
	Iteration 26Q: 3 clusters Score -167240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -167244.703125 Penalty: 3643.621094
	Iteration 27Q: 3 clusters Score -167244.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -167246.468750 Penalty: 3643.621094
	Iteration 28Q: 3 clusters Score -167246.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -167249.843750 Penalty: 3643.621094
	Iteration 29Q: 3 clusters Score -167249.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -167249.843750 Penalty: 3643.621094
	Iteration 30F: 3 clusters Score -167249.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -92151.000000 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -92151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -90313.515625 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -90313.52 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -90695.093750 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -90695.09 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -90827.031250 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -90827.03 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -90920.703125 Penalty: 3371.778320
	Iteration 3F: 3 clusters Score -90920.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -90979.320312 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -90979.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -91048.148438 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -91048.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -91118.687500 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -91118.69 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -91255.406250 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -91255.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91336.125000 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -91336.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91394.484375 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -91394.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -91473.953125 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -91473.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -91585.851562 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -91585.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -91679.960938 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -91679.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91781.164062 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -91781.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -91902.859375 Penalty: 3371.778320
	Iteration 14Q: 3 clusters Score -91902.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -92170.796875 Penalty: 3371.778320
	Iteration 15Q: 3 clusters Score -92170.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92580.460938 Penalty: 3371.778320
	Iteration 16Q: 3 clusters Score -92580.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -92645.304688 Penalty: 3371.778320
	Iteration 17Q: 3 clusters Score -92645.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -92688.335938 Penalty: 3371.778320
	Iteration 18Q: 3 clusters Score -92688.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -92735.156250 Penalty: 3371.778320
	Iteration 19Q: 3 clusters Score -92735.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -92798.101562 Penalty: 3371.778320
	Iteration 20F: 3 clusters Score -92798.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -92846.382812 Penalty: 3371.778320
	Iteration 21Q: 3 clusters Score -92846.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -92852.929688 Penalty: 3371.778320
	Iteration 22Q: 3 clusters Score -92852.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -92857.421875 Penalty: 3371.778320
	Iteration 23Q: 3 clusters Score -92857.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -92875.414062 Penalty: 3371.778320
	Iteration 24Q: 3 clusters Score -92875.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -92908.609375 Penalty: 3371.778320
	Iteration 25Q: 3 clusters Score -92908.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -92934.195312 Penalty: 3371.778320
	Iteration 26Q: 3 clusters Score -92934.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -92977.414062 Penalty: 3371.778320
	Iteration 27Q: 3 clusters Score -92977.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -93052.250000 Penalty: 3371.778320
	Iteration 28Q: 3 clusters Score -93052.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -93069.757812 Penalty: 3371.778320
	Iteration 29Q: 3 clusters Score -93069.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -93069.757812 Penalty: 3371.778320
	Iteration 30F: 3 clusters Score -93069.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191663 members 
Mstep: Class 2 contains 84111 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60752 members 
Mstep: Class 6 contains 3309 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41640 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32339 members 
Mstep: Class 11 contains 9672 members 
Mstep: Class 12 contains 21361 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8084 members 
Mstep: Class 15 contains 9625 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13675 members 
Mstep: Class 19 contains 55721 members 
Mstep: Class 20 contains 11873 members 
Mstep: Class 21 contains 20901 members 
Mstep: Class 22 contains 8966 members 
Mstep: Class 23 contains 6736 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55065 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 6081 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245877 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2306 members 
Mstep: Class 35 contains 229492 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 642 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 89906 members 
Mstep: Class 40 contains 312 members 
Mstep: Class 41 contains 254 members 
Entering Unmasked Estep 
Score: -148067552.000000 Penalty: 142708.921875
Splitting cluster 37 changes total score from -148068256.000000 to -148067552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -18051.201172 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -18051.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -16968.416016 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -16968.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17003.798828 Penalty: 2583.905029
	Iteration 1Q: 3 clusters Score -17003.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17009.568359 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -17009.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17009.568359 Penalty: 2583.905029
	Iteration 3F: 3 clusters Score -17009.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (89906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89906 members 
Entering Unmasked Estep 
Score: -10999368.000000 Penalty: 2828.816895
	Iteration 0F: 2 clusters Score -1.099937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -10939402.000000 Penalty: 5657.633789
	Iteration 0F: 3 clusters Score -1.09394e+07 nChanged 42258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -10963075.000000 Penalty: 5657.633789
	Iteration 1F: 3 clusters Score -1.096308e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -10964022.000000 Penalty: 5657.633789
	Iteration 2Q: 3 clusters Score -1.096402e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -10965149.000000 Penalty: 5657.633789
	Iteration 3Q: 3 clusters Score -1.096515e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -10966824.000000 Penalty: 5657.633789
	Iteration 4Q: 3 clusters Score -1.096682e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -10969070.000000 Penalty: 5657.633789
	Iteration 5Q: 3 clusters Score -1.096907e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -10972279.000000 Penalty: 5657.633789
	Iteration 6F: 3 clusters Score -1.097228e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -10976592.000000 Penalty: 5657.633789
	Iteration 7F: 3 clusters Score -1.097659e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -10981301.000000 Penalty: 5657.633789
	Iteration 8F: 3 clusters Score -1.09813e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -10985012.000000 Penalty: 5657.633789
	Iteration 9F: 3 clusters Score -1.098501e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -10986849.000000 Penalty: 5657.633789
	Iteration 10Q: 3 clusters Score -1.098685e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -10987626.000000 Penalty: 5657.633789
	Iteration 11Q: 3 clusters Score -1.098763e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -10988089.000000 Penalty: 5657.633789
	Iteration 12Q: 3 clusters Score -1.098809e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -10988476.000000 Penalty: 5657.633789
	Iteration 13Q: 3 clusters Score -1.098848e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51635 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -10988809.000000 Penalty: 5657.633789
	Iteration 14Q: 3 clusters Score -1.098881e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -10989115.000000 Penalty: 5657.633789
	Iteration 15Q: 3 clusters Score -1.098912e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -10989449.000000 Penalty: 5657.633789
	Iteration 16Q: 3 clusters Score -1.098945e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54021 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -10989890.000000 Penalty: 5657.633789
	Iteration 17Q: 3 clusters Score -1.098989e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -10990441.000000 Penalty: 5657.633789
	Iteration 18Q: 3 clusters Score -1.099044e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -10991115.000000 Penalty: 5657.633789
	Iteration 19Q: 3 clusters Score -1.099112e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57355 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -10991869.000000 Penalty: 5657.633789
	Iteration 20F: 3 clusters Score -1.099187e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58495 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -10992578.000000 Penalty: 5657.633789
	Iteration 21Q: 3 clusters Score -1.099258e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -10993047.000000 Penalty: 5657.633789
	Iteration 22Q: 3 clusters Score -1.099305e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60483 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -10993446.000000 Penalty: 5657.633789
	Iteration 23Q: 3 clusters Score -1.099345e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61329 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -10993748.000000 Penalty: 5657.633789
	Iteration 24Q: 3 clusters Score -1.099375e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62096 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -10993926.000000 Penalty: 5657.633789
	Iteration 25Q: 3 clusters Score -1.099393e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62802 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -10994160.000000 Penalty: 5657.633789
	Iteration 26Q: 3 clusters Score -1.099416e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -10994283.000000 Penalty: 5657.633789
	Iteration 27Q: 3 clusters Score -1.099428e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64186 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -10994433.000000 Penalty: 5657.633789
	Iteration 28Q: 3 clusters Score -1.099443e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64892 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -10994542.000000 Penalty: 5657.633789
	Iteration 29Q: 3 clusters Score -1.099454e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65560 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -10994688.000000 Penalty: 5657.633789
	Iteration 30Q: 3 clusters Score -1.099469e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66262 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -10994783.000000 Penalty: 5657.633789
	Iteration 31Q: 3 clusters Score -1.099478e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66944 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -10994930.000000 Penalty: 5657.633789
	Iteration 32Q: 3 clusters Score -1.099493e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -10995055.000000 Penalty: 5657.633789
	Iteration 33Q: 3 clusters Score -1.099506e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -10995170.000000 Penalty: 5657.633789
	Iteration 34Q: 3 clusters Score -1.099517e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -10995211.000000 Penalty: 5657.633789
	Iteration 35Q: 3 clusters Score -1.099521e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -10995359.000000 Penalty: 5657.633789
	Iteration 36Q: 3 clusters Score -1.099536e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -10995422.000000 Penalty: 5657.633789
	Iteration 37Q: 3 clusters Score -1.099542e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70423 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -10995457.000000 Penalty: 5657.633789
	Iteration 38Q: 3 clusters Score -1.099546e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -10995548.000000 Penalty: 5657.633789
	Iteration 39Q: 3 clusters Score -1.099555e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71392 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -10995625.000000 Penalty: 5657.633789
	Iteration 40F: 3 clusters Score -1.099562e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71826 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -10995711.000000 Penalty: 5657.633789
	Iteration 41Q: 3 clusters Score -1.099571e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72271 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -10995767.000000 Penalty: 5657.633789
	Iteration 42Q: 3 clusters Score -1.099577e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72683 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -10995842.000000 Penalty: 5657.633789
	Iteration 43Q: 3 clusters Score -1.099584e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73108 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -10995901.000000 Penalty: 5657.633789
	Iteration 44Q: 3 clusters Score -1.09959e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73508 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -10995967.000000 Penalty: 5657.633789
	Iteration 45Q: 3 clusters Score -1.099597e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -10996031.000000 Penalty: 5657.633789
	Iteration 46Q: 3 clusters Score -1.099603e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74309 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -10996075.000000 Penalty: 5657.633789
	Iteration 47Q: 3 clusters Score -1.099608e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74691 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -10996121.000000 Penalty: 5657.633789
	Iteration 48Q: 3 clusters Score -1.099612e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75044 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -10996149.000000 Penalty: 5657.633789
	Iteration 49Q: 3 clusters Score -1.099615e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75373 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -10996182.000000 Penalty: 5657.633789
	Iteration 50Q: 3 clusters Score -1.099618e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75675 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -10996227.000000 Penalty: 5657.633789
	Iteration 51Q: 3 clusters Score -1.099623e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75978 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -10996291.000000 Penalty: 5657.633789
	Iteration 52Q: 3 clusters Score -1.099629e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76287 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -10996318.000000 Penalty: 5657.633789
	Iteration 53Q: 3 clusters Score -1.099632e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76593 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -10996366.000000 Penalty: 5657.633789
	Iteration 54Q: 3 clusters Score -1.099637e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76880 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -10996405.000000 Penalty: 5657.633789
	Iteration 55Q: 3 clusters Score -1.09964e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77159 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -10996406.000000 Penalty: 5657.633789
	Iteration 56Q: 3 clusters Score -1.099641e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77452 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -10996451.000000 Penalty: 5657.633789
	Iteration 57Q: 3 clusters Score -1.099645e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77730 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -10996488.000000 Penalty: 5657.633789
	Iteration 58Q: 3 clusters Score -1.099649e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77988 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -10996516.000000 Penalty: 5657.633789
	Iteration 59Q: 3 clusters Score -1.099652e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78228 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -10996564.000000 Penalty: 5657.633789
	Iteration 60F: 3 clusters Score -1.099656e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78454 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -10996597.000000 Penalty: 5657.633789
	Iteration 61Q: 3 clusters Score -1.09966e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78672 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -10996642.000000 Penalty: 5657.633789
	Iteration 62Q: 3 clusters Score -1.099664e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78888 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -10996636.000000 Penalty: 5657.633789
	Iteration 63Q: 3 clusters Score -1.099664e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -10996616.000000 Penalty: 5657.633789
	Iteration 64Q: 3 clusters Score -1.099662e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79333 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -10996654.000000 Penalty: 5657.633789
	Iteration 65Q: 3 clusters Score -1.099665e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79541 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -10996696.000000 Penalty: 5657.633789
	Iteration 66Q: 3 clusters Score -1.09967e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79724 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -10996721.000000 Penalty: 5657.633789
	Iteration 67Q: 3 clusters Score -1.099672e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79887 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -10996724.000000 Penalty: 5657.633789
	Iteration 68Q: 3 clusters Score -1.099672e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80053 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -10996754.000000 Penalty: 5657.633789
	Iteration 69Q: 3 clusters Score -1.099675e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80205 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -10996766.000000 Penalty: 5657.633789
	Iteration 70Q: 3 clusters Score -1.099677e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80356 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -10996781.000000 Penalty: 5657.633789
	Iteration 71Q: 3 clusters Score -1.099678e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80494 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -10996796.000000 Penalty: 5657.633789
	Iteration 72Q: 3 clusters Score -1.09968e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80614 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -10996844.000000 Penalty: 5657.633789
	Iteration 73Q: 3 clusters Score -1.099684e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80747 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -10996844.000000 Penalty: 5657.633789
	Iteration 74Q: 3 clusters Score -1.099684e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80879 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -10996859.000000 Penalty: 5657.633789
	Iteration 75Q: 3 clusters Score -1.099686e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80993 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -10996874.000000 Penalty: 5657.633789
	Iteration 76Q: 3 clusters Score -1.099687e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81095 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -10996871.000000 Penalty: 5657.633789
	Iteration 77Q: 3 clusters Score -1.099687e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81206 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -10996897.000000 Penalty: 5657.633789
	Iteration 78Q: 3 clusters Score -1.09969e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81308 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -10996909.000000 Penalty: 5657.633789
	Iteration 79Q: 3 clusters Score -1.099691e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81412 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -10996918.000000 Penalty: 5657.633789
	Iteration 80F: 3 clusters Score -1.099692e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81512 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -10996925.000000 Penalty: 5657.633789
	Iteration 81Q: 3 clusters Score -1.099692e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81604 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -10996945.000000 Penalty: 5657.633789
	Iteration 82Q: 3 clusters Score -1.099694e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81680 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -10996945.000000 Penalty: 5657.633789
	Iteration 83Q: 3 clusters Score -1.099694e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81747 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -10996954.000000 Penalty: 5657.633789
	Iteration 84Q: 3 clusters Score -1.099695e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81809 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -10996955.000000 Penalty: 5657.633789
	Iteration 85Q: 3 clusters Score -1.099696e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81868 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -10996930.000000 Penalty: 5657.633789
	Iteration 86Q: 3 clusters Score -1.099693e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81923 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -10996947.000000 Penalty: 5657.633789
	Iteration 87Q: 3 clusters Score -1.099695e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81975 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -10996963.000000 Penalty: 5657.633789
	Iteration 88Q: 3 clusters Score -1.099696e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82021 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -10996982.000000 Penalty: 5657.633789
	Iteration 89Q: 3 clusters Score -1.099698e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82085 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -10996987.000000 Penalty: 5657.633789
	Iteration 90Q: 3 clusters Score -1.099699e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82151 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -10997013.000000 Penalty: 5657.633789
	Iteration 91Q: 3 clusters Score -1.099701e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82220 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -10997055.000000 Penalty: 5657.633789
	Iteration 92Q: 3 clusters Score -1.099706e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82278 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -10997042.000000 Penalty: 5657.633789
	Iteration 93Q: 3 clusters Score -1.099704e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82336 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -10997037.000000 Penalty: 5657.633789
	Iteration 94Q: 3 clusters Score -1.099704e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82398 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -10997037.000000 Penalty: 5657.633789
	Iteration 95Q: 3 clusters Score -1.099704e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82461 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -10997036.000000 Penalty: 5657.633789
	Iteration 96Q: 3 clusters Score -1.099704e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82517 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -10997037.000000 Penalty: 5657.633789
	Iteration 97Q: 3 clusters Score -1.099704e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -10997019.000000 Penalty: 5657.633789
	Iteration 98Q: 3 clusters Score -1.099702e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82633 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -10997020.000000 Penalty: 5657.633789
	Iteration 99Q: 3 clusters Score -1.099702e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -10997018.000000 Penalty: 5657.633789
	Iteration 100F: 3 clusters Score -1.099702e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82739 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -10997030.000000 Penalty: 5657.633789
	Iteration 101Q: 3 clusters Score -1.099703e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82793 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -10997031.000000 Penalty: 5657.633789
	Iteration 102Q: 3 clusters Score -1.099703e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82851 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -10997033.000000 Penalty: 5657.633789
	Iteration 103Q: 3 clusters Score -1.099703e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82915 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -10997069.000000 Penalty: 5657.633789
	Iteration 104Q: 3 clusters Score -1.099707e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82971 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -10997071.000000 Penalty: 5657.633789
	Iteration 105Q: 3 clusters Score -1.099707e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83037 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -10997069.000000 Penalty: 5657.633789
	Iteration 106Q: 3 clusters Score -1.099707e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83088 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -10997071.000000 Penalty: 5657.633789
	Iteration 107Q: 3 clusters Score -1.099707e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -10997066.000000 Penalty: 5657.633789
	Iteration 108Q: 3 clusters Score -1.099707e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83175 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -10997071.000000 Penalty: 5657.633789
	Iteration 109Q: 3 clusters Score -1.099707e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -10997076.000000 Penalty: 5657.633789
	Iteration 110Q: 3 clusters Score -1.099708e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83277 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -10997073.000000 Penalty: 5657.633789
	Iteration 111Q: 3 clusters Score -1.099707e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83340 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -10997075.000000 Penalty: 5657.633789
	Iteration 112Q: 3 clusters Score -1.099708e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83398 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -10997060.000000 Penalty: 5657.633789
	Iteration 113Q: 3 clusters Score -1.099706e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83451 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -10997092.000000 Penalty: 5657.633789
	Iteration 114Q: 3 clusters Score -1.099709e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83505 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -10997079.000000 Penalty: 5657.633789
	Iteration 115Q: 3 clusters Score -1.099708e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83559 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -10997088.000000 Penalty: 5657.633789
	Iteration 116Q: 3 clusters Score -1.099709e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83610 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -10997076.000000 Penalty: 5657.633789
	Iteration 117Q: 3 clusters Score -1.099708e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83660 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -10997091.000000 Penalty: 5657.633789
	Iteration 118Q: 3 clusters Score -1.099709e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83718 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -10997081.000000 Penalty: 5657.633789
	Iteration 119Q: 3 clusters Score -1.099708e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83762 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -10997086.000000 Penalty: 5657.633789
	Iteration 120F: 3 clusters Score -1.099709e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83810 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -10997090.000000 Penalty: 5657.633789
	Iteration 121Q: 3 clusters Score -1.099709e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83865 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -10997095.000000 Penalty: 5657.633789
	Iteration 122Q: 3 clusters Score -1.09971e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83916 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -10997105.000000 Penalty: 5657.633789
	Iteration 123Q: 3 clusters Score -1.09971e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83977 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -10997109.000000 Penalty: 5657.633789
	Iteration 124Q: 3 clusters Score -1.099711e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84033 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -10997121.000000 Penalty: 5657.633789
	Iteration 125Q: 3 clusters Score -1.099712e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84090 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -10997144.000000 Penalty: 5657.633789
	Iteration 126Q: 3 clusters Score -1.099714e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84148 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -10997150.000000 Penalty: 5657.633789
	Iteration 127Q: 3 clusters Score -1.099715e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84204 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -10997172.000000 Penalty: 5657.633789
	Iteration 128Q: 3 clusters Score -1.099717e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -10997182.000000 Penalty: 5657.633789
	Iteration 129Q: 3 clusters Score -1.099718e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84305 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -10997183.000000 Penalty: 5657.633789
	Iteration 130Q: 3 clusters Score -1.099718e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84355 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -10997194.000000 Penalty: 5657.633789
	Iteration 131Q: 3 clusters Score -1.099719e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84405 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -10997182.000000 Penalty: 5657.633789
	Iteration 132Q: 3 clusters Score -1.099718e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84455 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -10997189.000000 Penalty: 5657.633789
	Iteration 133Q: 3 clusters Score -1.099719e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84501 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -10997208.000000 Penalty: 5657.633789
	Iteration 134Q: 3 clusters Score -1.099721e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84539 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -10997204.000000 Penalty: 5657.633789
	Iteration 135Q: 3 clusters Score -1.09972e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84598 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -10997231.000000 Penalty: 5657.633789
	Iteration 136Q: 3 clusters Score -1.099723e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84655 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -10997246.000000 Penalty: 5657.633789
	Iteration 137Q: 3 clusters Score -1.099725e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84705 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -10997260.000000 Penalty: 5657.633789
	Iteration 138Q: 3 clusters Score -1.099726e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84751 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -10997274.000000 Penalty: 5657.633789
	Iteration 139Q: 3 clusters Score -1.099727e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84794 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -10997279.000000 Penalty: 5657.633789
	Iteration 140F: 3 clusters Score -1.099728e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84838 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -10997281.000000 Penalty: 5657.633789
	Iteration 141Q: 3 clusters Score -1.099728e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84874 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -10997288.000000 Penalty: 5657.633789
	Iteration 142Q: 3 clusters Score -1.099729e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84908 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -10997304.000000 Penalty: 5657.633789
	Iteration 143Q: 3 clusters Score -1.09973e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84940 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -10997306.000000 Penalty: 5657.633789
	Iteration 144Q: 3 clusters Score -1.099731e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84972 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -10997305.000000 Penalty: 5657.633789
	Iteration 145Q: 3 clusters Score -1.09973e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85009 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -10997320.000000 Penalty: 5657.633789
	Iteration 146Q: 3 clusters Score -1.099732e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85051 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -10997316.000000 Penalty: 5657.633789
	Iteration 147Q: 3 clusters Score -1.099732e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85088 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -10997334.000000 Penalty: 5657.633789
	Iteration 148Q: 3 clusters Score -1.099733e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85124 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -10997345.000000 Penalty: 5657.633789
	Iteration 149Q: 3 clusters Score -1.099734e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85170 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -10997345.000000 Penalty: 5657.633789
	Iteration 150Q: 3 clusters Score -1.099734e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85210 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -10997365.000000 Penalty: 5657.633789
	Iteration 151Q: 3 clusters Score -1.099736e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -10997362.000000 Penalty: 5657.633789
	Iteration 152Q: 3 clusters Score -1.099736e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85278 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -10997347.000000 Penalty: 5657.633789
	Iteration 153Q: 3 clusters Score -1.099735e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85311 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -10997369.000000 Penalty: 5657.633789
	Iteration 154Q: 3 clusters Score -1.099737e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85354 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -10997353.000000 Penalty: 5657.633789
	Iteration 155Q: 3 clusters Score -1.099735e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85397 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -10997358.000000 Penalty: 5657.633789
	Iteration 156Q: 3 clusters Score -1.099736e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85430 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -10997361.000000 Penalty: 5657.633789
	Iteration 157Q: 3 clusters Score -1.099736e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85471 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -10997376.000000 Penalty: 5657.633789
	Iteration 158Q: 3 clusters Score -1.099738e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85505 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -10997363.000000 Penalty: 5657.633789
	Iteration 159Q: 3 clusters Score -1.099736e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85528 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -10997370.000000 Penalty: 5657.633789
	Iteration 160F: 3 clusters Score -1.099737e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85543 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -10997380.000000 Penalty: 5657.633789
	Iteration 161Q: 3 clusters Score -1.099738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85555 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -10997381.000000 Penalty: 5657.633789
	Iteration 162Q: 3 clusters Score -1.099738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85567 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -10997387.000000 Penalty: 5657.633789
	Iteration 163Q: 3 clusters Score -1.099739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85577 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -10997378.000000 Penalty: 5657.633789
	Iteration 164Q: 3 clusters Score -1.099738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85588 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -10997381.000000 Penalty: 5657.633789
	Iteration 165Q: 3 clusters Score -1.099738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85597 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -10997363.000000 Penalty: 5657.633789
	Iteration 166Q: 3 clusters Score -1.099736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85603 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -10997355.000000 Penalty: 5657.633789
	Iteration 167Q: 3 clusters Score -1.099736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85607 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -10997370.000000 Penalty: 5657.633789
	Iteration 168Q: 3 clusters Score -1.099737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85613 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -10997364.000000 Penalty: 5657.633789
	Iteration 169Q: 3 clusters Score -1.099736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85615 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -10997360.000000 Penalty: 5657.633789
	Iteration 170Q: 3 clusters Score -1.099736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85616 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -10997362.000000 Penalty: 5657.633789
	Iteration 171Q: 3 clusters Score -1.099736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85616 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -10997362.000000 Penalty: 5657.633789
	Iteration 172F: 3 clusters Score -1.099736e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -34602.804688 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -34602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33308.082031 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -33308.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33417.050781 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -33417.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33452.812500 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -33452.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33468.144531 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -33468.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33470.988281 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -33470.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33473.414062 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -33473.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33475.503906 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -33475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33484.070312 Penalty: 2848.529785
	Iteration 7Q: 3 clusters Score -33484.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33484.070312 Penalty: 2848.529785
	Iteration 8F: 3 clusters Score -33484.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191663 members 
Mstep: Class 2 contains 84111 members 
Mstep: Class 3 contains 2450 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60752 members 
Mstep: Class 6 contains 3309 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41640 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32339 members 
Mstep: Class 11 contains 9672 members 
Mstep: Class 12 contains 21361 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 15 contains 9625 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13675 members 
Mstep: Class 19 contains 55721 members 
Mstep: Class 20 contains 11873 members 
Mstep: Class 21 contains 20901 members 
Mstep: Class 22 contains 8966 members 
Mstep: Class 23 contains 6736 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55065 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 3098 members 
Mstep: Class 29 contains 6081 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245877 members 
Mstep: Class 32 contains 10555 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2306 members 
Mstep: Class 35 contains 229492 members 
Mstep: Class 36 contains 1550 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 89906 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148068896.000000 Penalty: 139228.203125
Iteration 199Q: 41 clusters Score -1.480689e+08 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 518 members 
Mstep: Class 1 contains 191695 members 
Mstep: Class 2 contains 84003 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60752 members 
Mstep: Class 6 contains 3355 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41693 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 32351 members 
Mstep: Class 11 contains 9653 members 
Mstep: Class 12 contains 21359 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 7992 members 
Mstep: Class 15 contains 9643 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13711 members 
Mstep: Class 19 contains 55658 members 
Mstep: Class 20 contains 11854 members 
Mstep: Class 21 contains 20864 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6735 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 55035 members 
Mstep: Class 27 contains 2077 members 
Mstep: Class 28 contains 2976 members 
Mstep: Class 29 contains 6080 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245613 members 
Mstep: Class 32 contains 10542 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2323 members 
Mstep: Class 35 contains 229122 members 
Mstep: Class 36 contains 1584 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 90795 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148072352.000000 Penalty: 139228.203125
Iteration 200F: 41 clusters Score -1.480724e+08 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 463 members 
Mstep: Class 1 contains 191716 members 
Mstep: Class 2 contains 83875 members 
Mstep: Class 3 contains 2460 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60750 members 
Mstep: Class 6 contains 3324 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41685 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 32373 members 
Mstep: Class 11 contains 9631 members 
Mstep: Class 12 contains 21360 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8104 members 
Mstep: Class 15 contains 9646 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13728 members 
Mstep: Class 19 contains 55611 members 
Mstep: Class 20 contains 11840 members 
Mstep: Class 21 contains 20821 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6738 members 
Mstep: Class 24 contains 4684 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54987 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2884 members 
Mstep: Class 29 contains 6080 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245362 members 
Mstep: Class 32 contains 10539 members 
Mstep: Class 33 contains 486 members 
Mstep: Class 34 contains 2319 members 
Mstep: Class 35 contains 228760 members 
Mstep: Class 36 contains 1582 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 91670 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074528.000000 Penalty: 139228.203125
Iteration 201Q: 41 clusters Score -1.480745e+08 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 191721 members 
Mstep: Class 2 contains 83789 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60745 members 
Mstep: Class 6 contains 3315 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41671 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 32386 members 
Mstep: Class 11 contains 9615 members 
Mstep: Class 12 contains 21360 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8179 members 
Mstep: Class 15 contains 9644 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13734 members 
Mstep: Class 19 contains 55578 members 
Mstep: Class 20 contains 11821 members 
Mstep: Class 21 contains 20774 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 6740 members 
Mstep: Class 24 contains 4684 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54947 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2821 members 
Mstep: Class 29 contains 6078 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245165 members 
Mstep: Class 32 contains 10547 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2313 members 
Mstep: Class 35 contains 228290 members 
Mstep: Class 36 contains 1587 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 92570 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074736.000000 Penalty: 139228.203125
Iteration 202Q: 41 clusters Score -1.480747e+08 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 191687 members 
Mstep: Class 2 contains 83695 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60751 members 
Mstep: Class 6 contains 3307 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41653 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 32406 members 
Mstep: Class 11 contains 9594 members 
Mstep: Class 12 contains 21363 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8232 members 
Mstep: Class 15 contains 9646 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13738 members 
Mstep: Class 19 contains 55544 members 
Mstep: Class 20 contains 11800 members 
Mstep: Class 21 contains 20727 members 
Mstep: Class 22 contains 8965 members 
Mstep: Class 23 contains 6743 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54889 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2777 members 
Mstep: Class 29 contains 6079 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244950 members 
Mstep: Class 32 contains 10541 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2315 members 
Mstep: Class 35 contains 227855 members 
Mstep: Class 36 contains 1586 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 93510 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075152.000000 Penalty: 139228.203125
Iteration 203Q: 41 clusters Score -1.480752e+08 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 191686 members 
Mstep: Class 2 contains 83605 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60747 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41623 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 32422 members 
Mstep: Class 11 contains 9568 members 
Mstep: Class 12 contains 21368 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8277 members 
Mstep: Class 15 contains 9642 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13738 members 
Mstep: Class 19 contains 55489 members 
Mstep: Class 20 contains 11775 members 
Mstep: Class 21 contains 20690 members 
Mstep: Class 22 contains 8966 members 
Mstep: Class 23 contains 6741 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54804 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2743 members 
Mstep: Class 29 contains 6081 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244839 members 
Mstep: Class 32 contains 10534 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2318 members 
Mstep: Class 35 contains 227375 members 
Mstep: Class 36 contains 1593 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 94432 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075120.000000 Penalty: 139228.203125
Iteration 204Q: 41 clusters Score -1.480751e+08 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 191701 members 
Mstep: Class 2 contains 83495 members 
Mstep: Class 3 contains 2455 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60746 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41595 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 32427 members 
Mstep: Class 11 contains 9548 members 
Mstep: Class 12 contains 21368 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8322 members 
Mstep: Class 15 contains 9617 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13745 members 
Mstep: Class 19 contains 55416 members 
Mstep: Class 20 contains 11759 members 
Mstep: Class 21 contains 20665 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6742 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54733 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2719 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244708 members 
Mstep: Class 32 contains 10527 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2322 members 
Mstep: Class 35 contains 226860 members 
Mstep: Class 36 contains 1598 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 95398 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075312.000000 Penalty: 139228.203125
Iteration 205Q: 41 clusters Score -1.480753e+08 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 191698 members 
Mstep: Class 2 contains 83434 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1802 members 
Mstep: Class 5 contains 60744 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41566 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 32432 members 
Mstep: Class 11 contains 9517 members 
Mstep: Class 12 contains 21368 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 8364 members 
Mstep: Class 15 contains 9600 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13760 members 
Mstep: Class 19 contains 55333 members 
Mstep: Class 20 contains 11740 members 
Mstep: Class 21 contains 20630 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6745 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54664 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2691 members 
Mstep: Class 29 contains 6086 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244541 members 
Mstep: Class 32 contains 10524 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2322 members 
Mstep: Class 35 contains 226371 members 
Mstep: Class 36 contains 1598 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 96366 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074848.000000 Penalty: 139228.203125
Iteration 206Q: 41 clusters Score -1.480748e+08 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 191714 members 
Mstep: Class 2 contains 83345 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1802 members 
Mstep: Class 5 contains 60741 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41550 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 32442 members 
Mstep: Class 11 contains 9491 members 
Mstep: Class 12 contains 21373 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8405 members 
Mstep: Class 15 contains 9569 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13770 members 
Mstep: Class 19 contains 55271 members 
Mstep: Class 20 contains 11719 members 
Mstep: Class 21 contains 20607 members 
Mstep: Class 22 contains 8965 members 
Mstep: Class 23 contains 6746 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54606 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2676 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244379 members 
Mstep: Class 32 contains 10519 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2323 members 
Mstep: Class 35 contains 225857 members 
Mstep: Class 36 contains 1600 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 97306 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074960.000000 Penalty: 139228.203125
Iteration 207Q: 41 clusters Score -1.48075e+08 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 191749 members 
Mstep: Class 2 contains 83279 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1802 members 
Mstep: Class 5 contains 60736 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41530 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 32444 members 
Mstep: Class 11 contains 9468 members 
Mstep: Class 12 contains 21373 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8439 members 
Mstep: Class 15 contains 9545 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13774 members 
Mstep: Class 19 contains 55221 members 
Mstep: Class 20 contains 11701 members 
Mstep: Class 21 contains 20589 members 
Mstep: Class 22 contains 8967 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54549 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2670 members 
Mstep: Class 29 contains 6086 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244166 members 
Mstep: Class 32 contains 10514 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2321 members 
Mstep: Class 35 contains 225309 members 
Mstep: Class 36 contains 1600 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 98283 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075024.000000 Penalty: 139228.203125
Iteration 208Q: 41 clusters Score -1.48075e+08 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 191790 members 
Mstep: Class 2 contains 83231 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60729 members 
Mstep: Class 6 contains 3297 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41508 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 32449 members 
Mstep: Class 11 contains 9440 members 
Mstep: Class 12 contains 21379 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8472 members 
Mstep: Class 15 contains 9520 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13771 members 
Mstep: Class 19 contains 55180 members 
Mstep: Class 20 contains 11676 members 
Mstep: Class 21 contains 20559 members 
Mstep: Class 22 contains 8967 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54508 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2662 members 
Mstep: Class 29 contains 6088 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243972 members 
Mstep: Class 32 contains 10506 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2321 members 
Mstep: Class 35 contains 224806 members 
Mstep: Class 36 contains 1601 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 99175 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074976.000000 Penalty: 139228.203125
Iteration 209Q: 41 clusters Score -1.48075e+08 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 191823 members 
Mstep: Class 2 contains 83190 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60725 members 
Mstep: Class 6 contains 3294 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41494 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 32454 members 
Mstep: Class 11 contains 9419 members 
Mstep: Class 12 contains 21383 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8505 members 
Mstep: Class 15 contains 9494 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13767 members 
Mstep: Class 19 contains 55148 members 
Mstep: Class 20 contains 11653 members 
Mstep: Class 21 contains 20529 members 
Mstep: Class 22 contains 8969 members 
Mstep: Class 23 contains 6749 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54482 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2655 members 
Mstep: Class 29 contains 6086 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243870 members 
Mstep: Class 32 contains 10505 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2323 members 
Mstep: Class 35 contains 224245 members 
Mstep: Class 36 contains 1601 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 99991 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075376.000000 Penalty: 139228.203125
Iteration 210Q: 41 clusters Score -1.480754e+08 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 191863 members 
Mstep: Class 2 contains 83131 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60720 members 
Mstep: Class 6 contains 3297 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41487 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 32460 members 
Mstep: Class 11 contains 9401 members 
Mstep: Class 12 contains 21384 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8528 members 
Mstep: Class 15 contains 9470 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13759 members 
Mstep: Class 19 contains 55085 members 
Mstep: Class 20 contains 11624 members 
Mstep: Class 21 contains 20508 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6748 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54452 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 6085 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243802 members 
Mstep: Class 32 contains 10517 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2326 members 
Mstep: Class 35 contains 223680 members 
Mstep: Class 36 contains 1601 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 100809 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075408.000000 Penalty: 139228.203125
Iteration 211Q: 41 clusters Score -1.480754e+08 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 191870 members 
Mstep: Class 2 contains 83058 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60722 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41470 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 32458 members 
Mstep: Class 11 contains 9392 members 
Mstep: Class 12 contains 21389 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8554 members 
Mstep: Class 15 contains 9447 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13752 members 
Mstep: Class 19 contains 55009 members 
Mstep: Class 20 contains 11603 members 
Mstep: Class 21 contains 20486 members 
Mstep: Class 22 contains 8975 members 
Mstep: Class 23 contains 6744 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54438 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 6083 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243716 members 
Mstep: Class 32 contains 10520 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2329 members 
Mstep: Class 35 contains 223156 members 
Mstep: Class 36 contains 1603 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 101638 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075216.000000 Penalty: 139228.203125
Iteration 212Q: 41 clusters Score -1.480752e+08 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 191875 members 
Mstep: Class 2 contains 83006 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60711 members 
Mstep: Class 6 contains 3292 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41454 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 32467 members 
Mstep: Class 11 contains 9379 members 
Mstep: Class 12 contains 21388 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 8577 members 
Mstep: Class 15 contains 9425 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13754 members 
Mstep: Class 19 contains 54949 members 
Mstep: Class 20 contains 11573 members 
Mstep: Class 21 contains 20467 members 
Mstep: Class 22 contains 8982 members 
Mstep: Class 23 contains 6743 members 
Mstep: Class 24 contains 4681 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54402 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6084 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243666 members 
Mstep: Class 32 contains 10508 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 222679 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 102390 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075008.000000 Penalty: 139228.203125
Iteration 213Q: 41 clusters Score -1.48075e+08 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 191826 members 
Mstep: Class 2 contains 82944 members 
Mstep: Class 3 contains 2454 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60710 members 
Mstep: Class 6 contains 3294 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41440 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 32476 members 
Mstep: Class 11 contains 9372 members 
Mstep: Class 12 contains 21390 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 8590 members 
Mstep: Class 15 contains 9410 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13752 members 
Mstep: Class 19 contains 54888 members 
Mstep: Class 20 contains 11556 members 
Mstep: Class 21 contains 20455 members 
Mstep: Class 22 contains 8987 members 
Mstep: Class 23 contains 6742 members 
Mstep: Class 24 contains 4681 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54377 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6088 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243615 members 
Mstep: Class 32 contains 10499 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2331 members 
Mstep: Class 35 contains 222197 members 
Mstep: Class 36 contains 1606 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 103161 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075040.000000 Penalty: 139228.203125
Iteration 214Q: 41 clusters Score -1.48075e+08 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 191814 members 
Mstep: Class 2 contains 82859 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60710 members 
Mstep: Class 6 contains 3294 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41422 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 32490 members 
Mstep: Class 11 contains 9363 members 
Mstep: Class 12 contains 21393 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 9401 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13748 members 
Mstep: Class 19 contains 54833 members 
Mstep: Class 20 contains 11526 members 
Mstep: Class 21 contains 20430 members 
Mstep: Class 22 contains 8989 members 
Mstep: Class 23 contains 6740 members 
Mstep: Class 24 contains 4681 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54348 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2649 members 
Mstep: Class 29 contains 6091 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243532 members 
Mstep: Class 32 contains 10494 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2332 members 
Mstep: Class 35 contains 221787 members 
Mstep: Class 36 contains 1606 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 103904 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074304.000000 Penalty: 139228.203125
Iteration 215Q: 41 clusters Score -1.480743e+08 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 191789 members 
Mstep: Class 2 contains 82762 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60707 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41407 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 32506 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 21395 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8610 members 
Mstep: Class 15 contains 9390 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13748 members 
Mstep: Class 19 contains 54760 members 
Mstep: Class 20 contains 11505 members 
Mstep: Class 21 contains 20416 members 
Mstep: Class 22 contains 8990 members 
Mstep: Class 23 contains 6740 members 
Mstep: Class 24 contains 4681 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54299 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2650 members 
Mstep: Class 29 contains 6093 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243481 members 
Mstep: Class 32 contains 10476 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2332 members 
Mstep: Class 35 contains 221442 members 
Mstep: Class 36 contains 1606 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 104599 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074864.000000 Penalty: 139228.203125
Iteration 216Q: 41 clusters Score -1.480749e+08 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 191787 members 
Mstep: Class 2 contains 82679 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60705 members 
Mstep: Class 6 contains 3295 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41390 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 32522 members 
Mstep: Class 11 contains 9347 members 
Mstep: Class 12 contains 21400 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8616 members 
Mstep: Class 15 contains 9384 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13752 members 
Mstep: Class 19 contains 54700 members 
Mstep: Class 20 contains 11476 members 
Mstep: Class 21 contains 20408 members 
Mstep: Class 22 contains 8993 members 
Mstep: Class 23 contains 6740 members 
Mstep: Class 24 contains 4681 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54246 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2649 members 
Mstep: Class 29 contains 6097 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243421 members 
Mstep: Class 32 contains 10476 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2332 members 
Mstep: Class 35 contains 221080 members 
Mstep: Class 36 contains 1606 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 105254 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075040.000000 Penalty: 139228.203125
Iteration 217Q: 41 clusters Score -1.48075e+08 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 191799 members 
Mstep: Class 2 contains 82601 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60707 members 
Mstep: Class 6 contains 3295 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41380 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 32528 members 
Mstep: Class 11 contains 9339 members 
Mstep: Class 12 contains 21405 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8619 members 
Mstep: Class 15 contains 9381 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13749 members 
Mstep: Class 19 contains 54651 members 
Mstep: Class 20 contains 11458 members 
Mstep: Class 21 contains 20389 members 
Mstep: Class 22 contains 8993 members 
Mstep: Class 23 contains 6741 members 
Mstep: Class 24 contains 4681 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54201 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2648 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243332 members 
Mstep: Class 32 contains 10490 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 220724 members 
Mstep: Class 36 contains 1606 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 105886 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074944.000000 Penalty: 139228.203125
Iteration 218Q: 41 clusters Score -1.480749e+08 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 191791 members 
Mstep: Class 2 contains 82527 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60705 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41367 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 32536 members 
Mstep: Class 11 contains 9333 members 
Mstep: Class 12 contains 21408 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8623 members 
Mstep: Class 15 contains 9377 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13744 members 
Mstep: Class 19 contains 54594 members 
Mstep: Class 20 contains 11447 members 
Mstep: Class 21 contains 20373 members 
Mstep: Class 22 contains 8995 members 
Mstep: Class 23 contains 6741 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54164 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243270 members 
Mstep: Class 32 contains 10515 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 220360 members 
Mstep: Class 36 contains 1606 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 106503 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075472.000000 Penalty: 139228.203125
Iteration 219Q: 41 clusters Score -1.480755e+08 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 462 members 
Mstep: Class 1 contains 191783 members 
Mstep: Class 2 contains 82460 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60706 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41362 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 32547 members 
Mstep: Class 11 contains 9325 members 
Mstep: Class 12 contains 21411 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8627 members 
Mstep: Class 15 contains 9371 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13744 members 
Mstep: Class 19 contains 54541 members 
Mstep: Class 20 contains 11434 members 
Mstep: Class 21 contains 20363 members 
Mstep: Class 22 contains 9000 members 
Mstep: Class 23 contains 6738 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54129 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243204 members 
Mstep: Class 32 contains 10520 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 220019 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 107088 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075472.000000 Penalty: 139228.203125
Iteration 220F: 41 clusters Score -1.480755e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 460 members 
Mstep: Class 1 contains 191786 members 
Mstep: Class 2 contains 82396 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60709 members 
Mstep: Class 6 contains 3295 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41351 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 32572 members 
Mstep: Class 11 contains 9315 members 
Mstep: Class 12 contains 21411 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8629 members 
Mstep: Class 15 contains 9368 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13741 members 
Mstep: Class 19 contains 54497 members 
Mstep: Class 20 contains 11421 members 
Mstep: Class 21 contains 20350 members 
Mstep: Class 22 contains 9000 members 
Mstep: Class 23 contains 6737 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54069 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243169 members 
Mstep: Class 32 contains 10532 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 219702 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 107617 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075504.000000 Penalty: 139228.203125
Iteration 221Q: 41 clusters Score -1.480755e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191786 members 
Mstep: Class 2 contains 82352 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60710 members 
Mstep: Class 6 contains 3294 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41333 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32588 members 
Mstep: Class 11 contains 9304 members 
Mstep: Class 12 contains 21415 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8631 members 
Mstep: Class 15 contains 9367 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13739 members 
Mstep: Class 19 contains 54443 members 
Mstep: Class 20 contains 11410 members 
Mstep: Class 21 contains 20343 members 
Mstep: Class 22 contains 8999 members 
Mstep: Class 23 contains 6737 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54035 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243145 members 
Mstep: Class 32 contains 10553 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 219385 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 108097 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075440.000000 Penalty: 139228.203125
Iteration 222Q: 41 clusters Score -1.480754e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191802 members 
Mstep: Class 2 contains 82306 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60710 members 
Mstep: Class 6 contains 3295 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41319 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32607 members 
Mstep: Class 11 contains 9294 members 
Mstep: Class 12 contains 21419 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8631 members 
Mstep: Class 15 contains 9366 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13735 members 
Mstep: Class 19 contains 54412 members 
Mstep: Class 20 contains 11402 members 
Mstep: Class 21 contains 20310 members 
Mstep: Class 22 contains 9003 members 
Mstep: Class 23 contains 6737 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54015 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243155 members 
Mstep: Class 32 contains 10564 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 219063 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 108522 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076032.000000 Penalty: 139228.203125
Iteration 223Q: 41 clusters Score -1.48076e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191791 members 
Mstep: Class 2 contains 82248 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60705 members 
Mstep: Class 6 contains 3294 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41302 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32631 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 21424 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8633 members 
Mstep: Class 15 contains 9364 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13731 members 
Mstep: Class 19 contains 54381 members 
Mstep: Class 20 contains 11394 members 
Mstep: Class 21 contains 20282 members 
Mstep: Class 22 contains 9006 members 
Mstep: Class 23 contains 6736 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 54000 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243163 members 
Mstep: Class 32 contains 10580 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 218805 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 108909 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075952.000000 Penalty: 139228.203125
Iteration 224Q: 41 clusters Score -1.48076e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191799 members 
Mstep: Class 2 contains 82222 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60706 members 
Mstep: Class 6 contains 3294 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41288 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32648 members 
Mstep: Class 11 contains 9282 members 
Mstep: Class 12 contains 21427 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8633 members 
Mstep: Class 15 contains 9364 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13730 members 
Mstep: Class 19 contains 54329 members 
Mstep: Class 20 contains 11384 members 
Mstep: Class 21 contains 20263 members 
Mstep: Class 22 contains 9010 members 
Mstep: Class 23 contains 6737 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53990 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243196 members 
Mstep: Class 32 contains 10584 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 218486 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 109298 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076080.000000 Penalty: 139228.203125
Iteration 225Q: 41 clusters Score -1.480761e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191800 members 
Mstep: Class 2 contains 82186 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60706 members 
Mstep: Class 6 contains 3295 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41267 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32669 members 
Mstep: Class 11 contains 9273 members 
Mstep: Class 12 contains 21427 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8633 members 
Mstep: Class 15 contains 9364 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13725 members 
Mstep: Class 19 contains 54275 members 
Mstep: Class 20 contains 11376 members 
Mstep: Class 21 contains 20245 members 
Mstep: Class 22 contains 9011 members 
Mstep: Class 23 contains 6737 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53967 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243196 members 
Mstep: Class 32 contains 10588 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 218226 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 109705 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076256.000000 Penalty: 139228.203125
Iteration 226Q: 41 clusters Score -1.480763e+08 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191816 members 
Mstep: Class 2 contains 82143 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60710 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41248 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32695 members 
Mstep: Class 11 contains 9265 members 
Mstep: Class 12 contains 21429 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8633 members 
Mstep: Class 15 contains 9364 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13724 members 
Mstep: Class 19 contains 54221 members 
Mstep: Class 20 contains 11359 members 
Mstep: Class 21 contains 20235 members 
Mstep: Class 22 contains 9008 members 
Mstep: Class 23 contains 6736 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53955 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6097 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243106 members 
Mstep: Class 32 contains 10581 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 218015 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 110134 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076192.000000 Penalty: 139228.203125
Iteration 227Q: 41 clusters Score -1.480762e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191807 members 
Mstep: Class 2 contains 82120 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60709 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41227 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32716 members 
Mstep: Class 11 contains 9256 members 
Mstep: Class 12 contains 21430 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8633 members 
Mstep: Class 15 contains 9364 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13726 members 
Mstep: Class 19 contains 54178 members 
Mstep: Class 20 contains 11351 members 
Mstep: Class 21 contains 20219 members 
Mstep: Class 22 contains 9009 members 
Mstep: Class 23 contains 6735 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53927 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6098 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243079 members 
Mstep: Class 32 contains 10586 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 217780 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 110523 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076096.000000 Penalty: 139228.203125
Iteration 228Q: 41 clusters Score -1.480761e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191794 members 
Mstep: Class 2 contains 82087 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60708 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41208 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32733 members 
Mstep: Class 11 contains 9249 members 
Mstep: Class 12 contains 21431 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8633 members 
Mstep: Class 15 contains 9364 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13723 members 
Mstep: Class 19 contains 54138 members 
Mstep: Class 20 contains 11335 members 
Mstep: Class 21 contains 20206 members 
Mstep: Class 22 contains 9008 members 
Mstep: Class 23 contains 6735 members 
Mstep: Class 24 contains 4682 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53905 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6099 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242987 members 
Mstep: Class 32 contains 10598 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 217602 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 110930 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076192.000000 Penalty: 139228.203125
Iteration 229Q: 41 clusters Score -1.480762e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191780 members 
Mstep: Class 2 contains 82032 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60711 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41197 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32751 members 
Mstep: Class 11 contains 9245 members 
Mstep: Class 12 contains 21432 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 8633 members 
Mstep: Class 15 contains 9364 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13723 members 
Mstep: Class 19 contains 54095 members 
Mstep: Class 20 contains 11303 members 
Mstep: Class 21 contains 20191 members 
Mstep: Class 22 contains 9008 members 
Mstep: Class 23 contains 6735 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53883 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242911 members 
Mstep: Class 32 contains 10601 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 217447 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 111332 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076368.000000 Penalty: 139228.203125
Iteration 230Q: 41 clusters Score -1.480764e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191754 members 
Mstep: Class 2 contains 81978 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60713 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41177 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32775 members 
Mstep: Class 11 contains 9241 members 
Mstep: Class 12 contains 21435 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 8633 members 
Mstep: Class 15 contains 9364 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13720 members 
Mstep: Class 19 contains 54067 members 
Mstep: Class 20 contains 11268 members 
Mstep: Class 21 contains 20171 members 
Mstep: Class 22 contains 9007 members 
Mstep: Class 23 contains 6735 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53857 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242888 members 
Mstep: Class 32 contains 10616 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 217275 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 111699 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076416.000000 Penalty: 139228.203125
Iteration 231Q: 41 clusters Score -1.480764e+08 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191742 members 
Mstep: Class 2 contains 81924 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60713 members 
Mstep: Class 6 contains 3297 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41148 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32804 members 
Mstep: Class 11 contains 9235 members 
Mstep: Class 12 contains 21439 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 8633 members 
Mstep: Class 15 contains 9364 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13718 members 
Mstep: Class 19 contains 54039 members 
Mstep: Class 20 contains 11237 members 
Mstep: Class 21 contains 20158 members 
Mstep: Class 22 contains 9003 members 
Mstep: Class 23 contains 6733 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53820 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6098 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242810 members 
Mstep: Class 32 contains 10644 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 217101 members 
Mstep: Class 36 contains 1605 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 112110 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076656.000000 Penalty: 139228.203125
Iteration 232Q: 41 clusters Score -1.480767e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191719 members 
Mstep: Class 2 contains 81858 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60713 members 
Mstep: Class 6 contains 3299 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41125 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32827 members 
Mstep: Class 11 contains 9228 members 
Mstep: Class 12 contains 21444 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 8633 members 
Mstep: Class 15 contains 9364 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13714 members 
Mstep: Class 19 contains 54005 members 
Mstep: Class 20 contains 11208 members 
Mstep: Class 21 contains 20157 members 
Mstep: Class 22 contains 8997 members 
Mstep: Class 23 contains 6733 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53809 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6098 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242708 members 
Mstep: Class 32 contains 10684 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 216925 members 
Mstep: Class 36 contains 1606 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 112521 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076624.000000 Penalty: 139228.203125
Iteration 233Q: 41 clusters Score -1.480766e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191715 members 
Mstep: Class 2 contains 81792 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1802 members 
Mstep: Class 5 contains 60708 members 
Mstep: Class 6 contains 3299 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41099 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32851 members 
Mstep: Class 11 contains 9223 members 
Mstep: Class 12 contains 21451 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 8633 members 
Mstep: Class 15 contains 9367 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13711 members 
Mstep: Class 19 contains 53987 members 
Mstep: Class 20 contains 11191 members 
Mstep: Class 21 contains 20142 members 
Mstep: Class 22 contains 8991 members 
Mstep: Class 23 contains 6734 members 
Mstep: Class 24 contains 4684 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53800 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6098 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242627 members 
Mstep: Class 32 contains 10722 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 216747 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 112880 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076768.000000 Penalty: 139228.203125
Iteration 234Q: 41 clusters Score -1.480768e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191736 members 
Mstep: Class 2 contains 81754 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1803 members 
Mstep: Class 5 contains 60699 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41091 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32869 members 
Mstep: Class 11 contains 9214 members 
Mstep: Class 12 contains 21451 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 8634 members 
Mstep: Class 15 contains 9365 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13710 members 
Mstep: Class 19 contains 53962 members 
Mstep: Class 20 contains 11163 members 
Mstep: Class 21 contains 20143 members 
Mstep: Class 22 contains 8987 members 
Mstep: Class 23 contains 6734 members 
Mstep: Class 24 contains 4684 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53781 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242522 members 
Mstep: Class 32 contains 10757 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 216570 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 113224 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076928.000000 Penalty: 139228.203125
Iteration 235Q: 41 clusters Score -1.480769e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191774 members 
Mstep: Class 2 contains 81707 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1805 members 
Mstep: Class 5 contains 60698 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41077 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32882 members 
Mstep: Class 11 contains 9204 members 
Mstep: Class 12 contains 21451 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 8635 members 
Mstep: Class 15 contains 9363 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13711 members 
Mstep: Class 19 contains 53940 members 
Mstep: Class 20 contains 11139 members 
Mstep: Class 21 contains 20134 members 
Mstep: Class 22 contains 8984 members 
Mstep: Class 23 contains 6735 members 
Mstep: Class 24 contains 4684 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53751 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242464 members 
Mstep: Class 32 contains 10806 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 216386 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 113522 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077056.000000 Penalty: 139228.203125
Iteration 236Q: 41 clusters Score -1.480771e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191793 members 
Mstep: Class 2 contains 81660 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1806 members 
Mstep: Class 5 contains 60695 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41061 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32891 members 
Mstep: Class 11 contains 9191 members 
Mstep: Class 12 contains 21449 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 8637 members 
Mstep: Class 15 contains 9360 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13709 members 
Mstep: Class 19 contains 53937 members 
Mstep: Class 20 contains 11113 members 
Mstep: Class 21 contains 20136 members 
Mstep: Class 22 contains 8990 members 
Mstep: Class 23 contains 6735 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53738 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242386 members 
Mstep: Class 32 contains 10836 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 216233 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 113810 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077328.000000 Penalty: 139228.203125
Iteration 237Q: 41 clusters Score -1.480773e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191817 members 
Mstep: Class 2 contains 81628 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1806 members 
Mstep: Class 5 contains 60692 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41043 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32898 members 
Mstep: Class 11 contains 9174 members 
Mstep: Class 12 contains 21450 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 8639 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13710 members 
Mstep: Class 19 contains 53910 members 
Mstep: Class 20 contains 11102 members 
Mstep: Class 21 contains 20136 members 
Mstep: Class 22 contains 8994 members 
Mstep: Class 23 contains 6733 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53730 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242338 members 
Mstep: Class 32 contains 10864 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 216043 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 114101 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077472.000000 Penalty: 139228.203125
Iteration 238Q: 41 clusters Score -1.480775e+08 nChanged 1412
Entering ConstructFrom: 
Score: -148077472.000000 Penalty: 139228.203125
Entering ConstructFrom: 
Trying to split cluster 1 (191829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191829 members 
Entering Unmasked Estep 
Score: -23292588.000000 Penalty: 3016.761230
	Iteration 0F: 2 clusters Score -2.329259e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95664 members 
Mstep: Class 2 contains 96165 members 
Entering Unmasked Estep 
Score: -23165632.000000 Penalty: 6033.522461
	Iteration 0F: 3 clusters Score -2.316563e+07 nChanged 92760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91928 members 
Mstep: Class 2 contains 99901 members 
Entering Unmasked Estep 
Score: -23218806.000000 Penalty: 6033.522461
	Iteration 1F: 3 clusters Score -2.321881e+07 nChanged 5226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89484 members 
Mstep: Class 2 contains 102345 members 
Entering Unmasked Estep 
Score: -23220018.000000 Penalty: 6033.522461
	Iteration 2Q: 3 clusters Score -2.322002e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85715 members 
Mstep: Class 2 contains 106114 members 
Entering Unmasked Estep 
Score: -23221678.000000 Penalty: 6033.522461
	Iteration 3Q: 3 clusters Score -2.322168e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79830 members 
Mstep: Class 2 contains 111999 members 
Entering Unmasked Estep 
Score: -23224176.000000 Penalty: 6033.522461
	Iteration 4Q: 3 clusters Score -2.322418e+07 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70818 members 
Mstep: Class 2 contains 121011 members 
Entering Unmasked Estep 
Score: -23228970.000000 Penalty: 6033.522461
	Iteration 5Q: 3 clusters Score -2.322897e+07 nChanged 13427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 134200 members 
Entering Unmasked Estep 
Score: -23237574.000000 Penalty: 6033.522461
	Iteration 6F: 3 clusters Score -2.323757e+07 nChanged 16883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 150999 members 
Entering Unmasked Estep 
Score: -23251534.000000 Penalty: 6033.522461
	Iteration 7F: 3 clusters Score -2.325153e+07 nChanged 17234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 168211 members 
Entering Unmasked Estep 
Score: -23267774.000000 Penalty: 6033.522461
	Iteration 8F: 3 clusters Score -2.326777e+07 nChanged 12797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 181006 members 
Entering Unmasked Estep 
Score: -23280278.000000 Penalty: 6033.522461
	Iteration 9F: 3 clusters Score -2.328028e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 187626 members 
Entering Unmasked Estep 
Score: -23286356.000000 Penalty: 6033.522461
	Iteration 10Q: 3 clusters Score -2.328636e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 190161 members 
Entering Unmasked Estep 
Score: -23288636.000000 Penalty: 6033.522461
	Iteration 11Q: 3 clusters Score -2.328864e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 190990 members 
Entering Unmasked Estep 
Score: -23289412.000000 Penalty: 6033.522461
	Iteration 12Q: 3 clusters Score -2.328941e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 191260 members 
Entering Unmasked Estep 
Score: -23289680.000000 Penalty: 6033.522461
	Iteration 13Q: 3 clusters Score -2.328968e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 191372 members 
Entering Unmasked Estep 
Score: -23289808.000000 Penalty: 6033.522461
	Iteration 14Q: 3 clusters Score -2.328981e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 191429 members 
Entering Unmasked Estep 
Score: -23289876.000000 Penalty: 6033.522461
	Iteration 15Q: 3 clusters Score -2.328988e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 191458 members 
Entering Unmasked Estep 
Score: -23289900.000000 Penalty: 6033.522461
	Iteration 16Q: 3 clusters Score -2.32899e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 191467 members 
Entering Unmasked Estep 
Score: -23289952.000000 Penalty: 6033.522461
	Iteration 17Q: 3 clusters Score -2.328995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 191474 members 
Entering Unmasked Estep 
Score: -23289952.000000 Penalty: 6033.522461
	Iteration 18Q: 3 clusters Score -2.328995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 191470 members 
Entering Unmasked Estep 
Score: -23289948.000000 Penalty: 6033.522461
	Iteration 19Q: 3 clusters Score -2.328995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 191473 members 
Entering Unmasked Estep 
Score: -23289952.000000 Penalty: 6033.522461
	Iteration 20F: 3 clusters Score -2.328995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (81579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Entering Unmasked Estep 
Score: -9866937.000000 Penalty: 2804.713135
	Iteration 0F: 2 clusters Score -9866937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -9812035.000000 Penalty: 5609.426270
	Iteration 0F: 3 clusters Score -9812035 nChanged 38621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -9833822.000000 Penalty: 5609.426270
	Iteration 1F: 3 clusters Score -9833822 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -9834423.000000 Penalty: 5609.426270
	Iteration 2Q: 3 clusters Score -9834423 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -9835027.000000 Penalty: 5609.426270
	Iteration 3Q: 3 clusters Score -9835027 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -9835813.000000 Penalty: 5609.426270
	Iteration 4Q: 3 clusters Score -9835813 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -9836899.000000 Penalty: 5609.426270
	Iteration 5Q: 3 clusters Score -9836899 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -9838962.000000 Penalty: 5609.426270
	Iteration 6F: 3 clusters Score -9838962 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 57616 members 
Entering Unmasked Estep 
Score: -9842296.000000 Penalty: 5609.426270
	Iteration 7F: 3 clusters Score -9842296 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -9847318.000000 Penalty: 5609.426270
	Iteration 8F: 3 clusters Score -9847318 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -9853565.000000 Penalty: 5609.426270
	Iteration 9F: 3 clusters Score -9853565 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 76296 members 
Entering Unmasked Estep 
Score: -9859163.000000 Penalty: 5609.426270
	Iteration 10F: 3 clusters Score -9859163 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 79604 members 
Entering Unmasked Estep 
Score: -9862556.000000 Penalty: 5609.426270
	Iteration 11Q: 3 clusters Score -9862556 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -9863789.000000 Penalty: 5609.426270
	Iteration 12Q: 3 clusters Score -9863789 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 81238 members 
Entering Unmasked Estep 
Score: -9864153.000000 Penalty: 5609.426270
	Iteration 13Q: 3 clusters Score -9864153 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 81336 members 
Entering Unmasked Estep 
Score: -9864314.000000 Penalty: 5609.426270
	Iteration 14Q: 3 clusters Score -9864314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 81367 members 
Entering Unmasked Estep 
Score: -9864382.000000 Penalty: 5609.426270
	Iteration 15Q: 3 clusters Score -9864382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -9864431.000000 Penalty: 5609.426270
	Iteration 16Q: 3 clusters Score -9864431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 81387 members 
Entering Unmasked Estep 
Score: -9864446.000000 Penalty: 5609.426270
	Iteration 17Q: 3 clusters Score -9864446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 81386 members 
Entering Unmasked Estep 
Score: -9864459.000000 Penalty: 5609.426270
	Iteration 18Q: 3 clusters Score -9864459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -9864464.000000 Penalty: 5609.426270
	Iteration 19Q: 3 clusters Score -9864464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 81381 members 
Entering Unmasked Estep 
Score: -9864460.000000 Penalty: 5609.426270
	Iteration 20F: 3 clusters Score -9864460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 81382 members 
Entering Unmasked Estep 
Score: -9864462.000000 Penalty: 5609.426270
	Iteration 21Q: 3 clusters Score -9864462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 81382 members 
Entering Unmasked Estep 
Score: -9864462.000000 Penalty: 5609.426270
	Iteration 22F: 3 clusters Score -9864462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Entering Unmasked Estep 
Score: -284090.937500 Penalty: 1935.656616
	Iteration 0F: 2 clusters Score -284090.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -281182.531250 Penalty: 3871.313232
	Iteration 0F: 3 clusters Score -281182.5 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -281786.437500 Penalty: 3871.313232
	Iteration 1F: 3 clusters Score -281786.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -281982.375000 Penalty: 3871.313232
	Iteration 2F: 3 clusters Score -281982.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -282131.062500 Penalty: 3871.313232
	Iteration 3F: 3 clusters Score -282131.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -282255.781250 Penalty: 3871.313232
	Iteration 4Q: 3 clusters Score -282255.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -282355.593750 Penalty: 3871.313232
	Iteration 5Q: 3 clusters Score -282355.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -282469.343750 Penalty: 3871.313232
	Iteration 6Q: 3 clusters Score -282469.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -282589.031250 Penalty: 3871.313232
	Iteration 7Q: 3 clusters Score -282589 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -282772.687500 Penalty: 3871.313232
	Iteration 8Q: 3 clusters Score -282772.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -282990.125000 Penalty: 3871.313232
	Iteration 9Q: 3 clusters Score -282990.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -283226.187500 Penalty: 3871.313232
	Iteration 10Q: 3 clusters Score -283226.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -283393.843750 Penalty: 3871.313232
	Iteration 11Q: 3 clusters Score -283393.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -283480.500000 Penalty: 3871.313232
	Iteration 12Q: 3 clusters Score -283480.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -283522.781250 Penalty: 3871.313232
	Iteration 13Q: 3 clusters Score -283522.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -283538.531250 Penalty: 3871.313232
	Iteration 14Q: 3 clusters Score -283538.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -283550.625000 Penalty: 3871.313232
	Iteration 15Q: 3 clusters Score -283550.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -283558.875000 Penalty: 3871.313232
	Iteration 16Q: 3 clusters Score -283558.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -283562.000000 Penalty: 3871.313232
	Iteration 17Q: 3 clusters Score -283562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -283563.437500 Penalty: 3871.313232
	Iteration 18Q: 3 clusters Score -283563.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -283564.656250 Penalty: 3871.313232
	Iteration 19Q: 3 clusters Score -283564.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -283564.656250 Penalty: 3871.313232
	Iteration 20F: 3 clusters Score -283564.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Entering Unmasked Estep 
Score: -209737.125000 Penalty: 1859.719727
	Iteration 0F: 2 clusters Score -209737.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -207259.218750 Penalty: 3719.439453
	Iteration 0F: 3 clusters Score -207259.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -207708.187500 Penalty: 3719.439453
	Iteration 1F: 3 clusters Score -207708.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -207842.656250 Penalty: 3719.439453
	Iteration 2F: 3 clusters Score -207842.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -207931.468750 Penalty: 3719.439453
	Iteration 3Q: 3 clusters Score -207931.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -208052.656250 Penalty: 3719.439453
	Iteration 4Q: 3 clusters Score -208052.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -208231.203125 Penalty: 3719.439453
	Iteration 5Q: 3 clusters Score -208231.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -208408.265625 Penalty: 3719.439453
	Iteration 6Q: 3 clusters Score -208408.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -208524.250000 Penalty: 3719.439453
	Iteration 7Q: 3 clusters Score -208524.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -208660.906250 Penalty: 3719.439453
	Iteration 8F: 3 clusters Score -208660.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -208776.234375 Penalty: 3719.439453
	Iteration 9Q: 3 clusters Score -208776.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -208903.765625 Penalty: 3719.439453
	Iteration 10Q: 3 clusters Score -208903.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -208998.281250 Penalty: 3719.439453
	Iteration 11Q: 3 clusters Score -208998.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -209085.203125 Penalty: 3719.439453
	Iteration 12Q: 3 clusters Score -209085.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -209173.875000 Penalty: 3719.439453
	Iteration 13Q: 3 clusters Score -209173.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -209243.328125 Penalty: 3719.439453
	Iteration 14Q: 3 clusters Score -209243.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -209375.781250 Penalty: 3719.439453
	Iteration 15Q: 3 clusters Score -209375.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -209524.328125 Penalty: 3719.439453
	Iteration 16Q: 3 clusters Score -209524.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -209653.843750 Penalty: 3719.439453
	Iteration 17Q: 3 clusters Score -209653.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -209764.187500 Penalty: 3719.439453
	Iteration 18Q: 3 clusters Score -209764.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -209854.968750 Penalty: 3719.439453
	Iteration 19Q: 3 clusters Score -209855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -209927.843750 Penalty: 3719.439453
	Iteration 20F: 3 clusters Score -209927.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -209990.484375 Penalty: 3719.439453
	Iteration 21Q: 3 clusters Score -209990.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -210053.953125 Penalty: 3719.439453
	Iteration 22Q: 3 clusters Score -210054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -210096.000000 Penalty: 3719.439453
	Iteration 23Q: 3 clusters Score -210096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -210144.609375 Penalty: 3719.439453
	Iteration 24Q: 3 clusters Score -210144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -210161.062500 Penalty: 3719.439453
	Iteration 25Q: 3 clusters Score -210161.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -210161.062500 Penalty: 3719.439453
	Iteration 26F: 3 clusters Score -210161.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191829 members 
Mstep: Class 2 contains 81579 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 236 members 
Mstep: Class 5 contains 60692 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41018 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32915 members 
Mstep: Class 11 contains 9158 members 
Mstep: Class 12 contains 21452 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 8640 members 
Mstep: Class 15 contains 9356 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13709 members 
Mstep: Class 19 contains 53880 members 
Mstep: Class 20 contains 11093 members 
Mstep: Class 21 contains 20131 members 
Mstep: Class 22 contains 8996 members 
Mstep: Class 23 contains 6733 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53732 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242247 members 
Mstep: Class 32 contains 10892 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 215891 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 114415 members 
Mstep: Class 40 contains 312 members 
Mstep: Class 41 contains 1570 members 
Entering Unmasked Estep 
Score: -148076208.000000 Penalty: 142708.921875
Splitting cluster 4 changes total score from -148077472.000000 to -148076208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (60692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Entering Unmasked Estep 
Score: -7469188.000000 Penalty: 2731.364502
	Iteration 0F: 2 clusters Score -7469188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -7428400.500000 Penalty: 5462.729004
	Iteration 0F: 3 clusters Score -7428400 nChanged 28394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -7444471.000000 Penalty: 5462.729004
	Iteration 1F: 3 clusters Score -7444471 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -7445007.500000 Penalty: 5462.729004
	Iteration 2Q: 3 clusters Score -7445008 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -7445640.500000 Penalty: 5462.729004
	Iteration 3Q: 3 clusters Score -7445640 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -7446445.000000 Penalty: 5462.729004
	Iteration 4Q: 3 clusters Score -7446445 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -7447593.500000 Penalty: 5462.729004
	Iteration 5Q: 3 clusters Score -7447594 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -7449270.000000 Penalty: 5462.729004
	Iteration 6Q: 3 clusters Score -7449270 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -7451500.000000 Penalty: 5462.729004
	Iteration 7F: 3 clusters Score -7451500 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -7454099.500000 Penalty: 5462.729004
	Iteration 8F: 3 clusters Score -7454100 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -7456701.000000 Penalty: 5462.729004
	Iteration 9F: 3 clusters Score -7456701 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -7458912.000000 Penalty: 5462.729004
	Iteration 10F: 3 clusters Score -7458912 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -7460528.500000 Penalty: 5462.729004
	Iteration 11Q: 3 clusters Score -7460528 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -7461612.500000 Penalty: 5462.729004
	Iteration 12Q: 3 clusters Score -7461612 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -7462348.000000 Penalty: 5462.729004
	Iteration 13Q: 3 clusters Score -7462348 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -7462923.500000 Penalty: 5462.729004
	Iteration 14Q: 3 clusters Score -7462924 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -7463345.000000 Penalty: 5462.729004
	Iteration 15Q: 3 clusters Score -7463345 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -7463669.500000 Penalty: 5462.729004
	Iteration 16Q: 3 clusters Score -7463670 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -7463905.500000 Penalty: 5462.729004
	Iteration 17Q: 3 clusters Score -7463906 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -7464150.000000 Penalty: 5462.729004
	Iteration 18Q: 3 clusters Score -7464150 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -7464370.500000 Penalty: 5462.729004
	Iteration 19Q: 3 clusters Score -7464370 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -7464605.000000 Penalty: 5462.729004
	Iteration 20F: 3 clusters Score -7464605 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -7464807.500000 Penalty: 5462.729004
	Iteration 21Q: 3 clusters Score -7464808 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52770 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -7465036.500000 Penalty: 5462.729004
	Iteration 22Q: 3 clusters Score -7465036 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53425 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -7465229.500000 Penalty: 5462.729004
	Iteration 23Q: 3 clusters Score -7465230 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -7465416.500000 Penalty: 5462.729004
	Iteration 24Q: 3 clusters Score -7465416 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -7465572.000000 Penalty: 5462.729004
	Iteration 25Q: 3 clusters Score -7465572 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -7465743.000000 Penalty: 5462.729004
	Iteration 26Q: 3 clusters Score -7465743 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55555 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -7465889.000000 Penalty: 5462.729004
	Iteration 27Q: 3 clusters Score -7465889 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -7465985.000000 Penalty: 5462.729004
	Iteration 28Q: 3 clusters Score -7465985 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56359 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -7466099.500000 Penalty: 5462.729004
	Iteration 29Q: 3 clusters Score -7466100 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -7466178.500000 Penalty: 5462.729004
	Iteration 30Q: 3 clusters Score -7466178 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -7466304.500000 Penalty: 5462.729004
	Iteration 31Q: 3 clusters Score -7466304 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -7466385.000000 Penalty: 5462.729004
	Iteration 32Q: 3 clusters Score -7466385 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57538 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -7466479.500000 Penalty: 5462.729004
	Iteration 33Q: 3 clusters Score -7466480 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -7466531.000000 Penalty: 5462.729004
	Iteration 34Q: 3 clusters Score -7466531 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -7466601.000000 Penalty: 5462.729004
	Iteration 35Q: 3 clusters Score -7466601 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -7466644.500000 Penalty: 5462.729004
	Iteration 36Q: 3 clusters Score -7466644 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -7466670.500000 Penalty: 5462.729004
	Iteration 37Q: 3 clusters Score -7466670 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -7466706.500000 Penalty: 5462.729004
	Iteration 38Q: 3 clusters Score -7466706 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58432 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -7466736.500000 Penalty: 5462.729004
	Iteration 39Q: 3 clusters Score -7466736 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -7466767.000000 Penalty: 5462.729004
	Iteration 40F: 3 clusters Score -7466767 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7466806.500000 Penalty: 5462.729004
	Iteration 41Q: 3 clusters Score -7466806 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7466827.000000 Penalty: 5462.729004
	Iteration 42Q: 3 clusters Score -7466827 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7466871.500000 Penalty: 5462.729004
	Iteration 43Q: 3 clusters Score -7466872 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58788 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -7466897.000000 Penalty: 5462.729004
	Iteration 44Q: 3 clusters Score -7466897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7466923.000000 Penalty: 5462.729004
	Iteration 45Q: 3 clusters Score -7466923 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58866 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -7466927.000000 Penalty: 5462.729004
	Iteration 46Q: 3 clusters Score -7466927 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7466961.500000 Penalty: 5462.729004
	Iteration 47Q: 3 clusters Score -7466962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58917 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7466963.500000 Penalty: 5462.729004
	Iteration 48Q: 3 clusters Score -7466964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -7466980.500000 Penalty: 5462.729004
	Iteration 49Q: 3 clusters Score -7466980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7466987.500000 Penalty: 5462.729004
	Iteration 50Q: 3 clusters Score -7466988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59005 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7467000.000000 Penalty: 5462.729004
	Iteration 51Q: 3 clusters Score -7467000 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59036 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -7467010.000000 Penalty: 5462.729004
	Iteration 52Q: 3 clusters Score -7467010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7467022.500000 Penalty: 5462.729004
	Iteration 53Q: 3 clusters Score -7467022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59065 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -7467024.000000 Penalty: 5462.729004
	Iteration 54Q: 3 clusters Score -7467024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7467032.000000 Penalty: 5462.729004
	Iteration 55Q: 3 clusters Score -7467032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -7467034.500000 Penalty: 5462.729004
	Iteration 56Q: 3 clusters Score -7467034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7467041.000000 Penalty: 5462.729004
	Iteration 57Q: 3 clusters Score -7467041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7467059.500000 Penalty: 5462.729004
	Iteration 58Q: 3 clusters Score -7467060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7467059.000000 Penalty: 5462.729004
	Iteration 59Q: 3 clusters Score -7467059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -7467069.500000 Penalty: 5462.729004
	Iteration 60F: 3 clusters Score -7467070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -7467071.000000 Penalty: 5462.729004
	Iteration 61Q: 3 clusters Score -7467071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7467082.500000 Penalty: 5462.729004
	Iteration 62Q: 3 clusters Score -7467082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -7467079.000000 Penalty: 5462.729004
	Iteration 63Q: 3 clusters Score -7467079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7467087.500000 Penalty: 5462.729004
	Iteration 64Q: 3 clusters Score -7467088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7467099.500000 Penalty: 5462.729004
	Iteration 65Q: 3 clusters Score -7467100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59200 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7467094.000000 Penalty: 5462.729004
	Iteration 66Q: 3 clusters Score -7467094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59212 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7467095.500000 Penalty: 5462.729004
	Iteration 67Q: 3 clusters Score -7467096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7467109.500000 Penalty: 5462.729004
	Iteration 68Q: 3 clusters Score -7467110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7467109.500000 Penalty: 5462.729004
	Iteration 69Q: 3 clusters Score -7467110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7467120.500000 Penalty: 5462.729004
	Iteration 70Q: 3 clusters Score -7467120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -7467128.000000 Penalty: 5462.729004
	Iteration 71Q: 3 clusters Score -7467128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7467142.000000 Penalty: 5462.729004
	Iteration 72Q: 3 clusters Score -7467142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -7467154.000000 Penalty: 5462.729004
	Iteration 73Q: 3 clusters Score -7467154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59300 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7467152.500000 Penalty: 5462.729004
	Iteration 74Q: 3 clusters Score -7467152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7467153.000000 Penalty: 5462.729004
	Iteration 75Q: 3 clusters Score -7467153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59316 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -7467157.000000 Penalty: 5462.729004
	Iteration 76Q: 3 clusters Score -7467157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7467172.000000 Penalty: 5462.729004
	Iteration 77Q: 3 clusters Score -7467172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7467178.000000 Penalty: 5462.729004
	Iteration 78Q: 3 clusters Score -7467178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7467180.500000 Penalty: 5462.729004
	Iteration 79Q: 3 clusters Score -7467180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7467185.000000 Penalty: 5462.729004
	Iteration 80F: 3 clusters Score -7467185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59328 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -7467182.000000 Penalty: 5462.729004
	Iteration 81Q: 3 clusters Score -7467182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59327 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -7467184.000000 Penalty: 5462.729004
	Iteration 82Q: 3 clusters Score -7467184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7467188.000000 Penalty: 5462.729004
	Iteration 83Q: 3 clusters Score -7467188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7467188.000000 Penalty: 5462.729004
	Iteration 84F: 3 clusters Score -7467188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Entering Unmasked Estep 
Score: -376739.843750 Penalty: 2009.516479
	Iteration 0F: 2 clusters Score -376739.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -373283.968750 Penalty: 4019.032959
	Iteration 0F: 3 clusters Score -373284 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -374066.906250 Penalty: 4019.032959
	Iteration 1F: 3 clusters Score -374066.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -374294.437500 Penalty: 4019.032959
	Iteration 2F: 3 clusters Score -374294.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -374450.093750 Penalty: 4019.032959
	Iteration 3F: 3 clusters Score -374450.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -374576.062500 Penalty: 4019.032959
	Iteration 4Q: 3 clusters Score -374576.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -374662.437500 Penalty: 4019.032959
	Iteration 5Q: 3 clusters Score -374662.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -374744.031250 Penalty: 4019.032959
	Iteration 6Q: 3 clusters Score -374744 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -374810.468750 Penalty: 4019.032959
	Iteration 7Q: 3 clusters Score -374810.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -374871.968750 Penalty: 4019.032959
	Iteration 8Q: 3 clusters Score -374872 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -374941.656250 Penalty: 4019.032959
	Iteration 9Q: 3 clusters Score -374941.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -375014.000000 Penalty: 4019.032959
	Iteration 10Q: 3 clusters Score -375014 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -375113.875000 Penalty: 4019.032959
	Iteration 11Q: 3 clusters Score -375113.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -375252.375000 Penalty: 4019.032959
	Iteration 12Q: 3 clusters Score -375252.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -375500.281250 Penalty: 4019.032959
	Iteration 13Q: 3 clusters Score -375500.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -375772.906250 Penalty: 4019.032959
	Iteration 14Q: 3 clusters Score -375772.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -375960.281250 Penalty: 4019.032959
	Iteration 15Q: 3 clusters Score -375960.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -376082.750000 Penalty: 4019.032959
	Iteration 16Q: 3 clusters Score -376082.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -376166.937500 Penalty: 4019.032959
	Iteration 17Q: 3 clusters Score -376166.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -376206.906250 Penalty: 4019.032959
	Iteration 18Q: 3 clusters Score -376206.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -376235.656250 Penalty: 4019.032959
	Iteration 19Q: 3 clusters Score -376235.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -376261.843750 Penalty: 4019.032959
	Iteration 20F: 3 clusters Score -376261.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -376278.656250 Penalty: 4019.032959
	Iteration 21Q: 3 clusters Score -376278.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -376291.468750 Penalty: 4019.032959
	Iteration 22Q: 3 clusters Score -376291.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -376304.000000 Penalty: 4019.032959
	Iteration 23Q: 3 clusters Score -376304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -376315.437500 Penalty: 4019.032959
	Iteration 24Q: 3 clusters Score -376315.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -376326.468750 Penalty: 4019.032959
	Iteration 25Q: 3 clusters Score -376326.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -376332.718750 Penalty: 4019.032959
	Iteration 26Q: 3 clusters Score -376332.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -376338.562500 Penalty: 4019.032959
	Iteration 27Q: 3 clusters Score -376338.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -376345.750000 Penalty: 4019.032959
	Iteration 28Q: 3 clusters Score -376345.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -376352.656250 Penalty: 4019.032959
	Iteration 29Q: 3 clusters Score -376352.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -376354.718750 Penalty: 4019.032959
	Iteration 30Q: 3 clusters Score -376354.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -376356.125000 Penalty: 4019.032959
	Iteration 31Q: 3 clusters Score -376356.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -376358.406250 Penalty: 4019.032959
	Iteration 32Q: 3 clusters Score -376358.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -376360.781250 Penalty: 4019.032959
	Iteration 33Q: 3 clusters Score -376360.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -376364.125000 Penalty: 4019.032959
	Iteration 34Q: 3 clusters Score -376364.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -376365.531250 Penalty: 4019.032959
	Iteration 35Q: 3 clusters Score -376365.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -376365.750000 Penalty: 4019.032959
	Iteration 36Q: 3 clusters Score -376365.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -376365.625000 Penalty: 4019.032959
	Iteration 37Q: 3 clusters Score -376365.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -376365.937500 Penalty: 4019.032959
	Iteration 38Q: 3 clusters Score -376365.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -376366.781250 Penalty: 4019.032959
	Iteration 39Q: 3 clusters Score -376366.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -376366.781250 Penalty: 4019.032959
	Iteration 40F: 3 clusters Score -376366.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -203070.796875 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -203070.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -200689.656250 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -200689.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -201034.921875 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -201034.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -201133.593750 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -201133.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -201179.968750 Penalty: 3673.427246
	Iteration 3Q: 3 clusters Score -201180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -201219.656250 Penalty: 3673.427246
	Iteration 4Q: 3 clusters Score -201219.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -201245.640625 Penalty: 3673.427246
	Iteration 5Q: 3 clusters Score -201245.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -201261.281250 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -201261.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -201273.625000 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -201273.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -201284.484375 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -201284.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -201291.234375 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -201291.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -201297.687500 Penalty: 3673.427246
	Iteration 10Q: 3 clusters Score -201297.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -201299.781250 Penalty: 3673.427246
	Iteration 11Q: 3 clusters Score -201299.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -201300.109375 Penalty: 3673.427246
	Iteration 12Q: 3 clusters Score -201300.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -201300.109375 Penalty: 3673.427246
	Iteration 13F: 3 clusters Score -201300.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (41018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Entering Unmasked Estep 
Score: -4918509.000000 Penalty: 2634.197998
	Iteration 0F: 2 clusters Score -4918509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -4890750.000000 Penalty: 5268.395996
	Iteration 0F: 3 clusters Score -4890750 nChanged 18744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -4900994.000000 Penalty: 5268.395996
	Iteration 1F: 3 clusters Score -4900994 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -4901501.500000 Penalty: 5268.395996
	Iteration 2Q: 3 clusters Score -4901502 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -4901922.000000 Penalty: 5268.395996
	Iteration 3Q: 3 clusters Score -4901922 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -4902426.000000 Penalty: 5268.395996
	Iteration 4Q: 3 clusters Score -4902426 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -4902992.500000 Penalty: 5268.395996
	Iteration 5Q: 3 clusters Score -4902992 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -4903736.000000 Penalty: 5268.395996
	Iteration 6Q: 3 clusters Score -4903736 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -4904626.500000 Penalty: 5268.395996
	Iteration 7Q: 3 clusters Score -4904626 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -4905754.000000 Penalty: 5268.395996
	Iteration 8Q: 3 clusters Score -4905754 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -4907353.000000 Penalty: 5268.395996
	Iteration 9F: 3 clusters Score -4907353 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4909284.500000 Penalty: 5268.395996
	Iteration 10F: 3 clusters Score -4909284 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -4911329.000000 Penalty: 5268.395996
	Iteration 11F: 3 clusters Score -4911329 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -4913244.000000 Penalty: 5268.395996
	Iteration 12F: 3 clusters Score -4913244 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -4914623.500000 Penalty: 5268.395996
	Iteration 13Q: 3 clusters Score -4914624 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -4915520.000000 Penalty: 5268.395996
	Iteration 14Q: 3 clusters Score -4915520 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -4916060.000000 Penalty: 5268.395996
	Iteration 15Q: 3 clusters Score -4916060 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -4916373.500000 Penalty: 5268.395996
	Iteration 16Q: 3 clusters Score -4916374 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -4916585.000000 Penalty: 5268.395996
	Iteration 17Q: 3 clusters Score -4916585 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -4916725.000000 Penalty: 5268.395996
	Iteration 18Q: 3 clusters Score -4916725 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -4916814.500000 Penalty: 5268.395996
	Iteration 19Q: 3 clusters Score -4916814 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -4916864.500000 Penalty: 5268.395996
	Iteration 20F: 3 clusters Score -4916864 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -4916896.500000 Penalty: 5268.395996
	Iteration 21Q: 3 clusters Score -4916896 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -4916925.000000 Penalty: 5268.395996
	Iteration 22Q: 3 clusters Score -4916925 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -4916932.000000 Penalty: 5268.395996
	Iteration 23Q: 3 clusters Score -4916932 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -4916919.000000 Penalty: 5268.395996
	Iteration 24Q: 3 clusters Score -4916919 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -4916913.500000 Penalty: 5268.395996
	Iteration 25Q: 3 clusters Score -4916914 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -4916923.000000 Penalty: 5268.395996
	Iteration 26Q: 3 clusters Score -4916923 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -4916932.000000 Penalty: 5268.395996
	Iteration 27Q: 3 clusters Score -4916932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4916934.500000 Penalty: 5268.395996
	Iteration 28Q: 3 clusters Score -4916934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -4916932.500000 Penalty: 5268.395996
	Iteration 29Q: 3 clusters Score -4916932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -4916937.000000 Penalty: 5268.395996
	Iteration 30Q: 3 clusters Score -4916937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -4916938.000000 Penalty: 5268.395996
	Iteration 31Q: 3 clusters Score -4916938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -4916935.000000 Penalty: 5268.395996
	Iteration 32Q: 3 clusters Score -4916935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -4916939.000000 Penalty: 5268.395996
	Iteration 33Q: 3 clusters Score -4916939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -4916940.500000 Penalty: 5268.395996
	Iteration 34Q: 3 clusters Score -4916940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -4916941.500000 Penalty: 5268.395996
	Iteration 35Q: 3 clusters Score -4916942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -4916942.500000 Penalty: 5268.395996
	Iteration 36Q: 3 clusters Score -4916942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -4916937.000000 Penalty: 5268.395996
	Iteration 37Q: 3 clusters Score -4916937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -4916939.500000 Penalty: 5268.395996
	Iteration 38Q: 3 clusters Score -4916940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -4916938.500000 Penalty: 5268.395996
	Iteration 39Q: 3 clusters Score -4916938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -4916943.500000 Penalty: 5268.395996
	Iteration 40F: 3 clusters Score -4916944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -4916939.000000 Penalty: 5268.395996
	Iteration 41Q: 3 clusters Score -4916939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -4916937.000000 Penalty: 5268.395996
	Iteration 42Q: 3 clusters Score -4916937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -4916942.000000 Penalty: 5268.395996
	Iteration 43Q: 3 clusters Score -4916942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -4916938.500000 Penalty: 5268.395996
	Iteration 44Q: 3 clusters Score -4916938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -4916938.000000 Penalty: 5268.395996
	Iteration 45Q: 3 clusters Score -4916938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -4916935.500000 Penalty: 5268.395996
	Iteration 46Q: 3 clusters Score -4916936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -4916934.000000 Penalty: 5268.395996
	Iteration 47Q: 3 clusters Score -4916934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -4916934.000000 Penalty: 5268.395996
	Iteration 48Q: 3 clusters Score -4916934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -4916931.000000 Penalty: 5268.395996
	Iteration 49Q: 3 clusters Score -4916931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -4916936.000000 Penalty: 5268.395996
	Iteration 50Q: 3 clusters Score -4916936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -4916939.000000 Penalty: 5268.395996
	Iteration 51Q: 3 clusters Score -4916939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -4916938.000000 Penalty: 5268.395996
	Iteration 52Q: 3 clusters Score -4916938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -4916941.500000 Penalty: 5268.395996
	Iteration 53Q: 3 clusters Score -4916942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -4916936.500000 Penalty: 5268.395996
	Iteration 54Q: 3 clusters Score -4916936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -4916936.500000 Penalty: 5268.395996
	Iteration 55F: 3 clusters Score -4916936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -44580.449219 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -44580.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43129.500000 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -43129.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43427.015625 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -43427.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43519.871094 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -43519.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43583.707031 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -43583.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43637.757812 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -43637.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -43695.152344 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -43695.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -43757.804688 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -43757.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -43827.808594 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -43827.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43942.957031 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -43942.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -44027.093750 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -44027.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -44119.671875 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -44119.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -44253.375000 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -44253.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -44353.445312 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -44353.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -44451.445312 Penalty: 3069.378906
	Iteration 13Q: 3 clusters Score -44451.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -44517.761719 Penalty: 3069.378906
	Iteration 14Q: 3 clusters Score -44517.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -44640.042969 Penalty: 3069.378906
	Iteration 15Q: 3 clusters Score -44640.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -44754.453125 Penalty: 3069.378906
	Iteration 16Q: 3 clusters Score -44754.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -44851.144531 Penalty: 3069.378906
	Iteration 17Q: 3 clusters Score -44851.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45170.250000 Penalty: 3069.378906
	Iteration 18Q: 3 clusters Score -45170.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -45210.183594 Penalty: 3069.378906
	Iteration 19Q: 3 clusters Score -45210.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -45220.285156 Penalty: 3069.378906
	Iteration 20F: 3 clusters Score -45220.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45233.031250 Penalty: 3069.378906
	Iteration 21Q: 3 clusters Score -45233.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45247.953125 Penalty: 3069.378906
	Iteration 22Q: 3 clusters Score -45247.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -45252.769531 Penalty: 3069.378906
	Iteration 23Q: 3 clusters Score -45252.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -45252.769531 Penalty: 3069.378906
	Iteration 24F: 3 clusters Score -45252.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191829 members 
Mstep: Class 2 contains 81579 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1806 members 
Mstep: Class 5 contains 60692 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41018 members 
Mstep: Class 9 contains 185 members 
Mstep: Class 10 contains 32915 members 
Mstep: Class 11 contains 9158 members 
Mstep: Class 12 contains 21452 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 8640 members 
Mstep: Class 15 contains 9356 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13709 members 
Mstep: Class 19 contains 53880 members 
Mstep: Class 20 contains 11093 members 
Mstep: Class 21 contains 20131 members 
Mstep: Class 22 contains 8996 members 
Mstep: Class 23 contains 6733 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53732 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242247 members 
Mstep: Class 32 contains 10892 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 215891 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 114415 members 
Mstep: Class 40 contains 312 members 
Mstep: Class 41 contains 302 members 
Entering Unmasked Estep 
Score: -148075968.000000 Penalty: 142708.921875
Splitting cluster 9 changes total score from -148077472.000000 to -148075968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (32915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Entering Unmasked Estep 
Score: -3946913.000000 Penalty: 2579.617676
	Iteration 0F: 2 clusters Score -3946913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3924546.000000 Penalty: 5159.235352
	Iteration 0F: 3 clusters Score -3924546 nChanged 14914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3932519.250000 Penalty: 5159.235352
	Iteration 1F: 3 clusters Score -3932519 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3933154.250000 Penalty: 5159.235352
	Iteration 2F: 3 clusters Score -3933154 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3933902.250000 Penalty: 5159.235352
	Iteration 3Q: 3 clusters Score -3933902 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3934867.000000 Penalty: 5159.235352
	Iteration 4F: 3 clusters Score -3934867 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -3936112.750000 Penalty: 5159.235352
	Iteration 5F: 3 clusters Score -3936113 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3937574.500000 Penalty: 5159.235352
	Iteration 6F: 3 clusters Score -3937574 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -3939008.500000 Penalty: 5159.235352
	Iteration 7F: 3 clusters Score -3939008 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -3940373.000000 Penalty: 5159.235352
	Iteration 8F: 3 clusters Score -3940373 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -3941543.250000 Penalty: 5159.235352
	Iteration 9Q: 3 clusters Score -3941543 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3942473.000000 Penalty: 5159.235352
	Iteration 10Q: 3 clusters Score -3942473 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3943150.250000 Penalty: 5159.235352
	Iteration 11Q: 3 clusters Score -3943150 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -3943661.750000 Penalty: 5159.235352
	Iteration 12Q: 3 clusters Score -3943662 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3944007.750000 Penalty: 5159.235352
	Iteration 13Q: 3 clusters Score -3944008 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3944205.000000 Penalty: 5159.235352
	Iteration 14Q: 3 clusters Score -3944205 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3944353.500000 Penalty: 5159.235352
	Iteration 15Q: 3 clusters Score -3944354 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3944482.250000 Penalty: 5159.235352
	Iteration 16Q: 3 clusters Score -3944482 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3944561.250000 Penalty: 5159.235352
	Iteration 17Q: 3 clusters Score -3944561 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3944612.750000 Penalty: 5159.235352
	Iteration 18Q: 3 clusters Score -3944613 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3944662.000000 Penalty: 5159.235352
	Iteration 19Q: 3 clusters Score -3944662 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3944689.000000 Penalty: 5159.235352
	Iteration 20F: 3 clusters Score -3944689 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3944723.250000 Penalty: 5159.235352
	Iteration 21Q: 3 clusters Score -3944723 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3944749.500000 Penalty: 5159.235352
	Iteration 22Q: 3 clusters Score -3944750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3944778.500000 Penalty: 5159.235352
	Iteration 23Q: 3 clusters Score -3944778 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3944798.250000 Penalty: 5159.235352
	Iteration 24Q: 3 clusters Score -3944798 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3944824.000000 Penalty: 5159.235352
	Iteration 25Q: 3 clusters Score -3944824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3944843.500000 Penalty: 5159.235352
	Iteration 26Q: 3 clusters Score -3944844 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3944862.000000 Penalty: 5159.235352
	Iteration 27Q: 3 clusters Score -3944862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3944879.000000 Penalty: 5159.235352
	Iteration 28Q: 3 clusters Score -3944879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3944894.500000 Penalty: 5159.235352
	Iteration 29Q: 3 clusters Score -3944894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3944894.750000 Penalty: 5159.235352
	Iteration 30Q: 3 clusters Score -3944895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3944900.250000 Penalty: 5159.235352
	Iteration 31Q: 3 clusters Score -3944900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3944912.750000 Penalty: 5159.235352
	Iteration 32Q: 3 clusters Score -3944913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3944911.500000 Penalty: 5159.235352
	Iteration 33Q: 3 clusters Score -3944912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3944917.500000 Penalty: 5159.235352
	Iteration 34Q: 3 clusters Score -3944918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3944920.750000 Penalty: 5159.235352
	Iteration 35Q: 3 clusters Score -3944921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3944921.500000 Penalty: 5159.235352
	Iteration 36Q: 3 clusters Score -3944922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3944924.750000 Penalty: 5159.235352
	Iteration 37Q: 3 clusters Score -3944925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3944923.750000 Penalty: 5159.235352
	Iteration 38Q: 3 clusters Score -3944924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3944926.250000 Penalty: 5159.235352
	Iteration 39Q: 3 clusters Score -3944926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3944932.500000 Penalty: 5159.235352
	Iteration 40F: 3 clusters Score -3944932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3944928.250000 Penalty: 5159.235352
	Iteration 41Q: 3 clusters Score -3944928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3944934.000000 Penalty: 5159.235352
	Iteration 42Q: 3 clusters Score -3944934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3944936.250000 Penalty: 5159.235352
	Iteration 43Q: 3 clusters Score -3944936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3944938.500000 Penalty: 5159.235352
	Iteration 44Q: 3 clusters Score -3944938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3944945.750000 Penalty: 5159.235352
	Iteration 45Q: 3 clusters Score -3944946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3944939.250000 Penalty: 5159.235352
	Iteration 46Q: 3 clusters Score -3944939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3944946.250000 Penalty: 5159.235352
	Iteration 47Q: 3 clusters Score -3944946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3944950.500000 Penalty: 5159.235352
	Iteration 48Q: 3 clusters Score -3944950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3944949.000000 Penalty: 5159.235352
	Iteration 49Q: 3 clusters Score -3944949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3944954.250000 Penalty: 5159.235352
	Iteration 50Q: 3 clusters Score -3944954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3944950.000000 Penalty: 5159.235352
	Iteration 51Q: 3 clusters Score -3944950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3944955.000000 Penalty: 5159.235352
	Iteration 52Q: 3 clusters Score -3944955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3944955.000000 Penalty: 5159.235352
	Iteration 53F: 3 clusters Score -3944955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Entering Unmasked Estep 
Score: -1079990.875000 Penalty: 2262.351074
	Iteration 0F: 2 clusters Score -1079991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1072867.000000 Penalty: 4524.702148
	Iteration 0F: 3 clusters Score -1072867 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1074884.750000 Penalty: 4524.702148
	Iteration 1F: 3 clusters Score -1074885 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1075152.625000 Penalty: 4524.702148
	Iteration 2F: 3 clusters Score -1075153 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1075326.125000 Penalty: 4524.702148
	Iteration 3Q: 3 clusters Score -1075326 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1075460.625000 Penalty: 4524.702148
	Iteration 4Q: 3 clusters Score -1075461 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1075573.000000 Penalty: 4524.702148
	Iteration 5Q: 3 clusters Score -1075573 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1075709.500000 Penalty: 4524.702148
	Iteration 6Q: 3 clusters Score -1075710 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1075956.375000 Penalty: 4524.702148
	Iteration 7Q: 3 clusters Score -1075956 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1076349.000000 Penalty: 4524.702148
	Iteration 8Q: 3 clusters Score -1076349 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1076829.750000 Penalty: 4524.702148
	Iteration 9F: 3 clusters Score -1076830 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1077342.125000 Penalty: 4524.702148
	Iteration 10F: 3 clusters Score -1077342 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1077770.375000 Penalty: 4524.702148
	Iteration 11F: 3 clusters Score -1077770 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1078116.125000 Penalty: 4524.702148
	Iteration 12F: 3 clusters Score -1078116 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1078370.875000 Penalty: 4524.702148
	Iteration 13Q: 3 clusters Score -1078371 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1078546.500000 Penalty: 4524.702148
	Iteration 14Q: 3 clusters Score -1078546 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1078660.125000 Penalty: 4524.702148
	Iteration 15Q: 3 clusters Score -1078660 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1078751.875000 Penalty: 4524.702148
	Iteration 16Q: 3 clusters Score -1078752 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1078808.375000 Penalty: 4524.702148
	Iteration 17Q: 3 clusters Score -1078808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1078844.875000 Penalty: 4524.702148
	Iteration 18Q: 3 clusters Score -1078845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1078870.000000 Penalty: 4524.702148
	Iteration 19Q: 3 clusters Score -1078870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1078894.375000 Penalty: 4524.702148
	Iteration 20F: 3 clusters Score -1078894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1078919.375000 Penalty: 4524.702148
	Iteration 21Q: 3 clusters Score -1078919 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1078935.750000 Penalty: 4524.702148
	Iteration 22Q: 3 clusters Score -1078936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1078950.500000 Penalty: 4524.702148
	Iteration 23Q: 3 clusters Score -1078950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1078963.000000 Penalty: 4524.702148
	Iteration 24Q: 3 clusters Score -1078963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1078971.750000 Penalty: 4524.702148
	Iteration 25Q: 3 clusters Score -1078972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1078978.500000 Penalty: 4524.702148
	Iteration 26Q: 3 clusters Score -1078978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1078978.125000 Penalty: 4524.702148
	Iteration 27Q: 3 clusters Score -1078978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1078981.375000 Penalty: 4524.702148
	Iteration 28Q: 3 clusters Score -1078981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1078981.875000 Penalty: 4524.702148
	Iteration 29Q: 3 clusters Score -1078982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1078982.750000 Penalty: 4524.702148
	Iteration 30Q: 3 clusters Score -1078983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1078984.625000 Penalty: 4524.702148
	Iteration 31Q: 3 clusters Score -1078985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1078983.500000 Penalty: 4524.702148
	Iteration 32Q: 3 clusters Score -1078984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1078983.000000 Penalty: 4524.702148
	Iteration 33Q: 3 clusters Score -1078983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1078983.000000 Penalty: 4524.702148
	Iteration 34F: 3 clusters Score -1078983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Entering Unmasked Estep 
Score: -2549186.500000 Penalty: 2473.446045
	Iteration 0F: 2 clusters Score -2549186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2534187.000000 Penalty: 4946.892090
	Iteration 0F: 3 clusters Score -2534187 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2539650.250000 Penalty: 4946.892090
	Iteration 1F: 3 clusters Score -2539650 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2540307.000000 Penalty: 4946.892090
	Iteration 2F: 3 clusters Score -2540307 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2541035.750000 Penalty: 4946.892090
	Iteration 3F: 3 clusters Score -2541036 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2541848.000000 Penalty: 4946.892090
	Iteration 4F: 3 clusters Score -2541848 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2542647.250000 Penalty: 4946.892090
	Iteration 5F: 3 clusters Score -2542647 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2543321.750000 Penalty: 4946.892090
	Iteration 6F: 3 clusters Score -2543322 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2543927.250000 Penalty: 4946.892090
	Iteration 7Q: 3 clusters Score -2543927 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2544433.250000 Penalty: 4946.892090
	Iteration 8Q: 3 clusters Score -2544433 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2544872.250000 Penalty: 4946.892090
	Iteration 9Q: 3 clusters Score -2544872 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2545213.250000 Penalty: 4946.892090
	Iteration 10Q: 3 clusters Score -2545213 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2545547.000000 Penalty: 4946.892090
	Iteration 11Q: 3 clusters Score -2545547 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2545856.250000 Penalty: 4946.892090
	Iteration 12Q: 3 clusters Score -2545856 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2546123.000000 Penalty: 4946.892090
	Iteration 13Q: 3 clusters Score -2546123 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -2546337.750000 Penalty: 4946.892090
	Iteration 14Q: 3 clusters Score -2546338 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2546505.500000 Penalty: 4946.892090
	Iteration 15Q: 3 clusters Score -2546506 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2546649.500000 Penalty: 4946.892090
	Iteration 16Q: 3 clusters Score -2546650 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2546743.500000 Penalty: 4946.892090
	Iteration 17Q: 3 clusters Score -2546744 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2546812.500000 Penalty: 4946.892090
	Iteration 18Q: 3 clusters Score -2546812 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2546853.250000 Penalty: 4946.892090
	Iteration 19Q: 3 clusters Score -2546853 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2546898.500000 Penalty: 4946.892090
	Iteration 20F: 3 clusters Score -2546898 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2546940.500000 Penalty: 4946.892090
	Iteration 21Q: 3 clusters Score -2546940 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2546969.500000 Penalty: 4946.892090
	Iteration 22Q: 3 clusters Score -2546970 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -2546988.750000 Penalty: 4946.892090
	Iteration 23Q: 3 clusters Score -2546989 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2546999.750000 Penalty: 4946.892090
	Iteration 24Q: 3 clusters Score -2547000 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2547018.750000 Penalty: 4946.892090
	Iteration 25Q: 3 clusters Score -2547019 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2547037.250000 Penalty: 4946.892090
	Iteration 26Q: 3 clusters Score -2547037 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2547046.000000 Penalty: 4946.892090
	Iteration 27Q: 3 clusters Score -2547046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2547055.000000 Penalty: 4946.892090
	Iteration 28Q: 3 clusters Score -2547055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2547072.500000 Penalty: 4946.892090
	Iteration 29Q: 3 clusters Score -2547072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2547076.750000 Penalty: 4946.892090
	Iteration 30Q: 3 clusters Score -2547077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2547077.000000 Penalty: 4946.892090
	Iteration 31Q: 3 clusters Score -2547077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2547079.000000 Penalty: 4946.892090
	Iteration 32Q: 3 clusters Score -2547079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2547081.500000 Penalty: 4946.892090
	Iteration 33Q: 3 clusters Score -2547082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2547083.250000 Penalty: 4946.892090
	Iteration 34Q: 3 clusters Score -2547083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2547088.000000 Penalty: 4946.892090
	Iteration 35Q: 3 clusters Score -2547088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2547086.750000 Penalty: 4946.892090
	Iteration 36Q: 3 clusters Score -2547087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2547089.750000 Penalty: 4946.892090
	Iteration 37Q: 3 clusters Score -2547090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2547094.500000 Penalty: 4946.892090
	Iteration 38Q: 3 clusters Score -2547094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2547096.000000 Penalty: 4946.892090
	Iteration 39Q: 3 clusters Score -2547096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2547094.750000 Penalty: 4946.892090
	Iteration 40F: 3 clusters Score -2547095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2547098.250000 Penalty: 4946.892090
	Iteration 41Q: 3 clusters Score -2547098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2547099.500000 Penalty: 4946.892090
	Iteration 42Q: 3 clusters Score -2547100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2547094.750000 Penalty: 4946.892090
	Iteration 43Q: 3 clusters Score -2547095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2547104.000000 Penalty: 4946.892090
	Iteration 44Q: 3 clusters Score -2547104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2547104.500000 Penalty: 4946.892090
	Iteration 45Q: 3 clusters Score -2547104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2547108.250000 Penalty: 4946.892090
	Iteration 46Q: 3 clusters Score -2547108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2547117.000000 Penalty: 4946.892090
	Iteration 47Q: 3 clusters Score -2547117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2547119.750000 Penalty: 4946.892090
	Iteration 48Q: 3 clusters Score -2547120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2547128.250000 Penalty: 4946.892090
	Iteration 49Q: 3 clusters Score -2547128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2547135.750000 Penalty: 4946.892090
	Iteration 50Q: 3 clusters Score -2547136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2547135.750000 Penalty: 4946.892090
	Iteration 51Q: 3 clusters Score -2547136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2547151.250000 Penalty: 4946.892090
	Iteration 52Q: 3 clusters Score -2547151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2547157.000000 Penalty: 4946.892090
	Iteration 53Q: 3 clusters Score -2547157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2547160.500000 Penalty: 4946.892090
	Iteration 54Q: 3 clusters Score -2547160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2547165.500000 Penalty: 4946.892090
	Iteration 55Q: 3 clusters Score -2547166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2547169.500000 Penalty: 4946.892090
	Iteration 56Q: 3 clusters Score -2547170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2547175.500000 Penalty: 4946.892090
	Iteration 57Q: 3 clusters Score -2547176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2547178.000000 Penalty: 4946.892090
	Iteration 58Q: 3 clusters Score -2547178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2547178.500000 Penalty: 4946.892090
	Iteration 59Q: 3 clusters Score -2547178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2547182.250000 Penalty: 4946.892090
	Iteration 60F: 3 clusters Score -2547182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2547184.750000 Penalty: 4946.892090
	Iteration 61Q: 3 clusters Score -2547185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2547182.000000 Penalty: 4946.892090
	Iteration 62Q: 3 clusters Score -2547182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2547189.500000 Penalty: 4946.892090
	Iteration 63Q: 3 clusters Score -2547190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2547191.000000 Penalty: 4946.892090
	Iteration 64Q: 3 clusters Score -2547191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2547194.250000 Penalty: 4946.892090
	Iteration 65Q: 3 clusters Score -2547194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2547200.750000 Penalty: 4946.892090
	Iteration 66Q: 3 clusters Score -2547201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2547204.250000 Penalty: 4946.892090
	Iteration 67Q: 3 clusters Score -2547204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2547205.500000 Penalty: 4946.892090
	Iteration 68Q: 3 clusters Score -2547206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2547200.750000 Penalty: 4946.892090
	Iteration 69Q: 3 clusters Score -2547201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2547204.000000 Penalty: 4946.892090
	Iteration 70Q: 3 clusters Score -2547204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2547199.500000 Penalty: 4946.892090
	Iteration 71Q: 3 clusters Score -2547200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2547201.000000 Penalty: 4946.892090
	Iteration 72Q: 3 clusters Score -2547201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2547199.500000 Penalty: 4946.892090
	Iteration 73Q: 3 clusters Score -2547200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2547209.250000 Penalty: 4946.892090
	Iteration 74Q: 3 clusters Score -2547209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2547208.500000 Penalty: 4946.892090
	Iteration 75Q: 3 clusters Score -2547208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2547213.750000 Penalty: 4946.892090
	Iteration 76Q: 3 clusters Score -2547214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2547214.250000 Penalty: 4946.892090
	Iteration 77Q: 3 clusters Score -2547214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2547220.000000 Penalty: 4946.892090
	Iteration 78Q: 3 clusters Score -2547220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -2547227.250000 Penalty: 4946.892090
	Iteration 79Q: 3 clusters Score -2547227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2547229.750000 Penalty: 4946.892090
	Iteration 80F: 3 clusters Score -2547230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2547230.500000 Penalty: 4946.892090
	Iteration 81Q: 3 clusters Score -2547230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2547232.250000 Penalty: 4946.892090
	Iteration 82Q: 3 clusters Score -2547232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2547237.000000 Penalty: 4946.892090
	Iteration 83Q: 3 clusters Score -2547237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2547236.250000 Penalty: 4946.892090
	Iteration 84Q: 3 clusters Score -2547236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2547236.750000 Penalty: 4946.892090
	Iteration 85Q: 3 clusters Score -2547237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2547240.000000 Penalty: 4946.892090
	Iteration 86Q: 3 clusters Score -2547240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2547240.000000 Penalty: 4946.892090
	Iteration 87Q: 3 clusters Score -2547240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2547239.000000 Penalty: 4946.892090
	Iteration 88Q: 3 clusters Score -2547239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2547247.250000 Penalty: 4946.892090
	Iteration 89Q: 3 clusters Score -2547247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -2547249.000000 Penalty: 4946.892090
	Iteration 90Q: 3 clusters Score -2547249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2547247.750000 Penalty: 4946.892090
	Iteration 91Q: 3 clusters Score -2547248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2547250.500000 Penalty: 4946.892090
	Iteration 92Q: 3 clusters Score -2547250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2547247.500000 Penalty: 4946.892090
	Iteration 93Q: 3 clusters Score -2547248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2547248.250000 Penalty: 4946.892090
	Iteration 94Q: 3 clusters Score -2547248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2547253.000000 Penalty: 4946.892090
	Iteration 95Q: 3 clusters Score -2547253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2547247.750000 Penalty: 4946.892090
	Iteration 96Q: 3 clusters Score -2547248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2547254.500000 Penalty: 4946.892090
	Iteration 97Q: 3 clusters Score -2547254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2547251.250000 Penalty: 4946.892090
	Iteration 98Q: 3 clusters Score -2547251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2547252.250000 Penalty: 4946.892090
	Iteration 99Q: 3 clusters Score -2547252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2547256.750000 Penalty: 4946.892090
	Iteration 100F: 3 clusters Score -2547257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2547257.000000 Penalty: 4946.892090
	Iteration 101Q: 3 clusters Score -2547257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2547258.500000 Penalty: 4946.892090
	Iteration 102Q: 3 clusters Score -2547258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2547261.500000 Penalty: 4946.892090
	Iteration 103Q: 3 clusters Score -2547262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2547261.750000 Penalty: 4946.892090
	Iteration 104Q: 3 clusters Score -2547262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2547262.750000 Penalty: 4946.892090
	Iteration 105Q: 3 clusters Score -2547263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2547267.500000 Penalty: 4946.892090
	Iteration 106Q: 3 clusters Score -2547268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2547273.000000 Penalty: 4946.892090
	Iteration 107Q: 3 clusters Score -2547273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2547278.750000 Penalty: 4946.892090
	Iteration 108Q: 3 clusters Score -2547279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2547281.750000 Penalty: 4946.892090
	Iteration 109Q: 3 clusters Score -2547282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2547282.750000 Penalty: 4946.892090
	Iteration 110Q: 3 clusters Score -2547283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -2547285.250000 Penalty: 4946.892090
	Iteration 111Q: 3 clusters Score -2547285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2547283.750000 Penalty: 4946.892090
	Iteration 112Q: 3 clusters Score -2547284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2547288.250000 Penalty: 4946.892090
	Iteration 113Q: 3 clusters Score -2547288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2547286.000000 Penalty: 4946.892090
	Iteration 114Q: 3 clusters Score -2547286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2547283.500000 Penalty: 4946.892090
	Iteration 115Q: 3 clusters Score -2547284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -2547283.250000 Penalty: 4946.892090
	Iteration 116Q: 3 clusters Score -2547283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2547285.000000 Penalty: 4946.892090
	Iteration 117Q: 3 clusters Score -2547285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2547283.750000 Penalty: 4946.892090
	Iteration 118Q: 3 clusters Score -2547284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2547285.000000 Penalty: 4946.892090
	Iteration 119Q: 3 clusters Score -2547285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2547285.250000 Penalty: 4946.892090
	Iteration 120F: 3 clusters Score -2547285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2547284.250000 Penalty: 4946.892090
	Iteration 121Q: 3 clusters Score -2547284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2547282.250000 Penalty: 4946.892090
	Iteration 122Q: 3 clusters Score -2547282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2547286.750000 Penalty: 4946.892090
	Iteration 123Q: 3 clusters Score -2547287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -2547286.750000 Penalty: 4946.892090
	Iteration 124F: 3 clusters Score -2547287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Entering Unmasked Estep 
Score: -315036.718750 Penalty: 1953.970459
	Iteration 0F: 2 clusters Score -315036.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -312045.718750 Penalty: 3907.940918
	Iteration 0F: 3 clusters Score -312045.7 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -312689.593750 Penalty: 3907.940918
	Iteration 1F: 3 clusters Score -312689.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -312871.968750 Penalty: 3907.940918
	Iteration 2F: 3 clusters Score -312872 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -313038.406250 Penalty: 3907.940918
	Iteration 3F: 3 clusters Score -313038.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -313220.875000 Penalty: 3907.940918
	Iteration 4Q: 3 clusters Score -313220.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -313371.531250 Penalty: 3907.940918
	Iteration 5Q: 3 clusters Score -313371.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -313480.437500 Penalty: 3907.940918
	Iteration 6Q: 3 clusters Score -313480.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -313564.093750 Penalty: 3907.940918
	Iteration 7Q: 3 clusters Score -313564.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -313639.062500 Penalty: 3907.940918
	Iteration 8Q: 3 clusters Score -313639.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -313716.437500 Penalty: 3907.940918
	Iteration 9Q: 3 clusters Score -313716.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -313775.750000 Penalty: 3907.940918
	Iteration 10Q: 3 clusters Score -313775.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -313841.281250 Penalty: 3907.940918
	Iteration 11Q: 3 clusters Score -313841.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -313898.937500 Penalty: 3907.940918
	Iteration 12Q: 3 clusters Score -313898.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -313963.468750 Penalty: 3907.940918
	Iteration 13Q: 3 clusters Score -313963.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -314029.250000 Penalty: 3907.940918
	Iteration 14Q: 3 clusters Score -314029.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -314086.937500 Penalty: 3907.940918
	Iteration 15Q: 3 clusters Score -314086.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -314134.031250 Penalty: 3907.940918
	Iteration 16Q: 3 clusters Score -314134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -314181.750000 Penalty: 3907.940918
	Iteration 17Q: 3 clusters Score -314181.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -314226.000000 Penalty: 3907.940918
	Iteration 18Q: 3 clusters Score -314226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -314252.812500 Penalty: 3907.940918
	Iteration 19Q: 3 clusters Score -314252.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -314273.281250 Penalty: 3907.940918
	Iteration 20F: 3 clusters Score -314273.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -314292.812500 Penalty: 3907.940918
	Iteration 21Q: 3 clusters Score -314292.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -314301.437500 Penalty: 3907.940918
	Iteration 22Q: 3 clusters Score -314301.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -314308.843750 Penalty: 3907.940918
	Iteration 23Q: 3 clusters Score -314308.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -314321.031250 Penalty: 3907.940918
	Iteration 24Q: 3 clusters Score -314321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -314331.218750 Penalty: 3907.940918
	Iteration 25Q: 3 clusters Score -314331.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -314340.406250 Penalty: 3907.940918
	Iteration 26Q: 3 clusters Score -314340.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -314345.218750 Penalty: 3907.940918
	Iteration 27Q: 3 clusters Score -314345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -314348.156250 Penalty: 3907.940918
	Iteration 28Q: 3 clusters Score -314348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -314349.437500 Penalty: 3907.940918
	Iteration 29Q: 3 clusters Score -314349.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -314350.343750 Penalty: 3907.940918
	Iteration 30Q: 3 clusters Score -314350.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -314350.343750 Penalty: 3907.940918
	Iteration 31F: 3 clusters Score -314350.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Entering Unmasked Estep 
Score: -1028688.312500 Penalty: 2247.911133
	Iteration 0F: 2 clusters Score -1028688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1021834.500000 Penalty: 4495.822266
	Iteration 0F: 3 clusters Score -1021834 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1023634.875000 Penalty: 4495.822266
	Iteration 1F: 3 clusters Score -1023635 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1023921.562500 Penalty: 4495.822266
	Iteration 2F: 3 clusters Score -1023922 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1024145.812500 Penalty: 4495.822266
	Iteration 3F: 3 clusters Score -1024146 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1024303.062500 Penalty: 4495.822266
	Iteration 4Q: 3 clusters Score -1024303 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1024428.937500 Penalty: 4495.822266
	Iteration 5Q: 3 clusters Score -1024429 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1024542.000000 Penalty: 4495.822266
	Iteration 6Q: 3 clusters Score -1024542 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1024650.187500 Penalty: 4495.822266
	Iteration 7Q: 3 clusters Score -1024650 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1024782.875000 Penalty: 4495.822266
	Iteration 8Q: 3 clusters Score -1024783 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1024921.750000 Penalty: 4495.822266
	Iteration 9Q: 3 clusters Score -1024922 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1025061.437500 Penalty: 4495.822266
	Iteration 10Q: 3 clusters Score -1025061 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1025178.687500 Penalty: 4495.822266
	Iteration 11Q: 3 clusters Score -1025179 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1025284.062500 Penalty: 4495.822266
	Iteration 12Q: 3 clusters Score -1025284 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1025383.250000 Penalty: 4495.822266
	Iteration 13Q: 3 clusters Score -1025383 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1025478.187500 Penalty: 4495.822266
	Iteration 14Q: 3 clusters Score -1025478 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1025572.937500 Penalty: 4495.822266
	Iteration 15Q: 3 clusters Score -1025573 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1025666.062500 Penalty: 4495.822266
	Iteration 16Q: 3 clusters Score -1025666 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1025753.062500 Penalty: 4495.822266
	Iteration 17Q: 3 clusters Score -1025753 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1025851.000000 Penalty: 4495.822266
	Iteration 18Q: 3 clusters Score -1025851 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1025926.125000 Penalty: 4495.822266
	Iteration 19Q: 3 clusters Score -1025926 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1025979.500000 Penalty: 4495.822266
	Iteration 20F: 3 clusters Score -1025980 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1026012.000000 Penalty: 4495.822266
	Iteration 21Q: 3 clusters Score -1026012 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1026045.937500 Penalty: 4495.822266
	Iteration 22Q: 3 clusters Score -1026046 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1026071.625000 Penalty: 4495.822266
	Iteration 23Q: 3 clusters Score -1026072 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1026084.625000 Penalty: 4495.822266
	Iteration 24Q: 3 clusters Score -1026085 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1026102.375000 Penalty: 4495.822266
	Iteration 25Q: 3 clusters Score -1026102 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1026118.562500 Penalty: 4495.822266
	Iteration 26Q: 3 clusters Score -1026119 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1026127.437500 Penalty: 4495.822266
	Iteration 27Q: 3 clusters Score -1026127 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1026133.750000 Penalty: 4495.822266
	Iteration 28Q: 3 clusters Score -1026134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1026140.062500 Penalty: 4495.822266
	Iteration 29Q: 3 clusters Score -1026140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1026147.562500 Penalty: 4495.822266
	Iteration 30Q: 3 clusters Score -1026148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1026146.750000 Penalty: 4495.822266
	Iteration 31Q: 3 clusters Score -1026147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1026149.062500 Penalty: 4495.822266
	Iteration 32Q: 3 clusters Score -1026149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1026151.062500 Penalty: 4495.822266
	Iteration 33Q: 3 clusters Score -1026151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1026155.000000 Penalty: 4495.822266
	Iteration 34Q: 3 clusters Score -1026155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1026154.187500 Penalty: 4495.822266
	Iteration 35Q: 3 clusters Score -1026154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1026153.625000 Penalty: 4495.822266
	Iteration 36Q: 3 clusters Score -1026154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1026155.437500 Penalty: 4495.822266
	Iteration 37Q: 3 clusters Score -1026155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1026156.750000 Penalty: 4495.822266
	Iteration 38Q: 3 clusters Score -1026157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1026160.062500 Penalty: 4495.822266
	Iteration 39Q: 3 clusters Score -1026160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1026160.500000 Penalty: 4495.822266
	Iteration 40F: 3 clusters Score -1026160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1026162.937500 Penalty: 4495.822266
	Iteration 41Q: 3 clusters Score -1026163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1026165.750000 Penalty: 4495.822266
	Iteration 42Q: 3 clusters Score -1026166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1026165.187500 Penalty: 4495.822266
	Iteration 43Q: 3 clusters Score -1026165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1026169.250000 Penalty: 4495.822266
	Iteration 44Q: 3 clusters Score -1026169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1026168.312500 Penalty: 4495.822266
	Iteration 45Q: 3 clusters Score -1026168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1026171.625000 Penalty: 4495.822266
	Iteration 46Q: 3 clusters Score -1026172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1026172.187500 Penalty: 4495.822266
	Iteration 47Q: 3 clusters Score -1026172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1026172.437500 Penalty: 4495.822266
	Iteration 48Q: 3 clusters Score -1026172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1026178.750000 Penalty: 4495.822266
	Iteration 49Q: 3 clusters Score -1026179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1026182.062500 Penalty: 4495.822266
	Iteration 50Q: 3 clusters Score -1026182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1026183.187500 Penalty: 4495.822266
	Iteration 51Q: 3 clusters Score -1026183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1026186.250000 Penalty: 4495.822266
	Iteration 52Q: 3 clusters Score -1026186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1026188.875000 Penalty: 4495.822266
	Iteration 53Q: 3 clusters Score -1026189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1026191.625000 Penalty: 4495.822266
	Iteration 54Q: 3 clusters Score -1026192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1026195.312500 Penalty: 4495.822266
	Iteration 55Q: 3 clusters Score -1026195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1026199.562500 Penalty: 4495.822266
	Iteration 56Q: 3 clusters Score -1026200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1026201.000000 Penalty: 4495.822266
	Iteration 57Q: 3 clusters Score -1026201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1026204.062500 Penalty: 4495.822266
	Iteration 58Q: 3 clusters Score -1026204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1026211.812500 Penalty: 4495.822266
	Iteration 59Q: 3 clusters Score -1026212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1026212.562500 Penalty: 4495.822266
	Iteration 60F: 3 clusters Score -1026213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1026214.375000 Penalty: 4495.822266
	Iteration 61Q: 3 clusters Score -1026214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1026217.187500 Penalty: 4495.822266
	Iteration 62Q: 3 clusters Score -1026217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1026225.125000 Penalty: 4495.822266
	Iteration 63Q: 3 clusters Score -1026225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1026226.125000 Penalty: 4495.822266
	Iteration 64Q: 3 clusters Score -1026226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1026229.750000 Penalty: 4495.822266
	Iteration 65Q: 3 clusters Score -1026230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1026234.437500 Penalty: 4495.822266
	Iteration 66Q: 3 clusters Score -1026234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1026236.125000 Penalty: 4495.822266
	Iteration 67Q: 3 clusters Score -1026236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1026245.312500 Penalty: 4495.822266
	Iteration 68Q: 3 clusters Score -1026245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1026246.375000 Penalty: 4495.822266
	Iteration 69Q: 3 clusters Score -1026246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1026254.687500 Penalty: 4495.822266
	Iteration 70Q: 3 clusters Score -1026255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1026259.500000 Penalty: 4495.822266
	Iteration 71Q: 3 clusters Score -1026260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1026262.187500 Penalty: 4495.822266
	Iteration 72Q: 3 clusters Score -1026262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1026265.500000 Penalty: 4495.822266
	Iteration 73Q: 3 clusters Score -1026266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1026270.625000 Penalty: 4495.822266
	Iteration 74Q: 3 clusters Score -1026271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1026275.312500 Penalty: 4495.822266
	Iteration 75Q: 3 clusters Score -1026275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1026279.750000 Penalty: 4495.822266
	Iteration 76Q: 3 clusters Score -1026280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1026284.437500 Penalty: 4495.822266
	Iteration 77Q: 3 clusters Score -1026284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1026291.375000 Penalty: 4495.822266
	Iteration 78Q: 3 clusters Score -1026291 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1026294.437500 Penalty: 4495.822266
	Iteration 79Q: 3 clusters Score -1026294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1026302.750000 Penalty: 4495.822266
	Iteration 80F: 3 clusters Score -1026303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1026306.312500 Penalty: 4495.822266
	Iteration 81Q: 3 clusters Score -1026306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1026315.062500 Penalty: 4495.822266
	Iteration 82Q: 3 clusters Score -1026315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1026316.312500 Penalty: 4495.822266
	Iteration 83Q: 3 clusters Score -1026316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1026321.937500 Penalty: 4495.822266
	Iteration 84Q: 3 clusters Score -1026322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1026327.125000 Penalty: 4495.822266
	Iteration 85Q: 3 clusters Score -1026327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1026334.750000 Penalty: 4495.822266
	Iteration 86Q: 3 clusters Score -1026335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1026337.687500 Penalty: 4495.822266
	Iteration 87Q: 3 clusters Score -1026338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1026341.125000 Penalty: 4495.822266
	Iteration 88Q: 3 clusters Score -1026341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1026347.937500 Penalty: 4495.822266
	Iteration 89Q: 3 clusters Score -1026348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1026350.250000 Penalty: 4495.822266
	Iteration 90Q: 3 clusters Score -1026350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1026357.000000 Penalty: 4495.822266
	Iteration 91Q: 3 clusters Score -1026357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1026362.375000 Penalty: 4495.822266
	Iteration 92Q: 3 clusters Score -1026362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1026372.687500 Penalty: 4495.822266
	Iteration 93Q: 3 clusters Score -1026373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1026376.000000 Penalty: 4495.822266
	Iteration 94Q: 3 clusters Score -1026376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1026384.437500 Penalty: 4495.822266
	Iteration 95Q: 3 clusters Score -1026384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1026394.937500 Penalty: 4495.822266
	Iteration 96Q: 3 clusters Score -1026395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1026399.437500 Penalty: 4495.822266
	Iteration 97Q: 3 clusters Score -1026399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1026403.625000 Penalty: 4495.822266
	Iteration 98Q: 3 clusters Score -1026404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1026411.250000 Penalty: 4495.822266
	Iteration 99Q: 3 clusters Score -1026411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1026418.500000 Penalty: 4495.822266
	Iteration 100F: 3 clusters Score -1026418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1026421.875000 Penalty: 4495.822266
	Iteration 101Q: 3 clusters Score -1026422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1026429.312500 Penalty: 4495.822266
	Iteration 102Q: 3 clusters Score -1026429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1026436.750000 Penalty: 4495.822266
	Iteration 103Q: 3 clusters Score -1026437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1026442.312500 Penalty: 4495.822266
	Iteration 104Q: 3 clusters Score -1026442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1026448.375000 Penalty: 4495.822266
	Iteration 105Q: 3 clusters Score -1026448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1026455.937500 Penalty: 4495.822266
	Iteration 106Q: 3 clusters Score -1026456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1026463.875000 Penalty: 4495.822266
	Iteration 107Q: 3 clusters Score -1026464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1026474.000000 Penalty: 4495.822266
	Iteration 108Q: 3 clusters Score -1026474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1026479.625000 Penalty: 4495.822266
	Iteration 109Q: 3 clusters Score -1026480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1026486.562500 Penalty: 4495.822266
	Iteration 110Q: 3 clusters Score -1026487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1026490.250000 Penalty: 4495.822266
	Iteration 111Q: 3 clusters Score -1026490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1026496.812500 Penalty: 4495.822266
	Iteration 112Q: 3 clusters Score -1026497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1026506.812500 Penalty: 4495.822266
	Iteration 113Q: 3 clusters Score -1026507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1026514.937500 Penalty: 4495.822266
	Iteration 114Q: 3 clusters Score -1026515 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1026520.375000 Penalty: 4495.822266
	Iteration 115Q: 3 clusters Score -1026520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1026529.937500 Penalty: 4495.822266
	Iteration 116Q: 3 clusters Score -1026530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1026536.562500 Penalty: 4495.822266
	Iteration 117Q: 3 clusters Score -1026537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1026545.000000 Penalty: 4495.822266
	Iteration 118Q: 3 clusters Score -1026545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1026552.875000 Penalty: 4495.822266
	Iteration 119Q: 3 clusters Score -1026553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1026561.125000 Penalty: 4495.822266
	Iteration 120F: 3 clusters Score -1026561 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1026575.937500 Penalty: 4495.822266
	Iteration 121Q: 3 clusters Score -1026576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1026587.812500 Penalty: 4495.822266
	Iteration 122Q: 3 clusters Score -1026588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1026599.062500 Penalty: 4495.822266
	Iteration 123Q: 3 clusters Score -1026599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1026605.937500 Penalty: 4495.822266
	Iteration 124Q: 3 clusters Score -1026606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1026613.937500 Penalty: 4495.822266
	Iteration 125Q: 3 clusters Score -1026614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1026623.937500 Penalty: 4495.822266
	Iteration 126Q: 3 clusters Score -1026624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1026629.562500 Penalty: 4495.822266
	Iteration 127Q: 3 clusters Score -1026630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1026634.500000 Penalty: 4495.822266
	Iteration 128Q: 3 clusters Score -1026634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1026639.562500 Penalty: 4495.822266
	Iteration 129Q: 3 clusters Score -1026640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1026646.375000 Penalty: 4495.822266
	Iteration 130Q: 3 clusters Score -1026646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1026655.437500 Penalty: 4495.822266
	Iteration 131Q: 3 clusters Score -1026655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1026659.937500 Penalty: 4495.822266
	Iteration 132Q: 3 clusters Score -1026660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1026672.312500 Penalty: 4495.822266
	Iteration 133Q: 3 clusters Score -1026672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1026678.812500 Penalty: 4495.822266
	Iteration 134Q: 3 clusters Score -1026679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1026685.375000 Penalty: 4495.822266
	Iteration 135Q: 3 clusters Score -1026685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1026691.187500 Penalty: 4495.822266
	Iteration 136Q: 3 clusters Score -1026691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1026699.312500 Penalty: 4495.822266
	Iteration 137Q: 3 clusters Score -1026699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1026707.437500 Penalty: 4495.822266
	Iteration 138Q: 3 clusters Score -1026707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1026714.187500 Penalty: 4495.822266
	Iteration 139Q: 3 clusters Score -1026714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1026722.625000 Penalty: 4495.822266
	Iteration 140F: 3 clusters Score -1026723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1026731.687500 Penalty: 4495.822266
	Iteration 141Q: 3 clusters Score -1026732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1026737.687500 Penalty: 4495.822266
	Iteration 142Q: 3 clusters Score -1026738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1026748.062500 Penalty: 4495.822266
	Iteration 143Q: 3 clusters Score -1026748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1026757.500000 Penalty: 4495.822266
	Iteration 144Q: 3 clusters Score -1026758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1026763.187500 Penalty: 4495.822266
	Iteration 145Q: 3 clusters Score -1026763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1026768.937500 Penalty: 4495.822266
	Iteration 146Q: 3 clusters Score -1026769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1026772.000000 Penalty: 4495.822266
	Iteration 147Q: 3 clusters Score -1026772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1026781.062500 Penalty: 4495.822266
	Iteration 148Q: 3 clusters Score -1026781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1026786.187500 Penalty: 4495.822266
	Iteration 149Q: 3 clusters Score -1026786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1026794.687500 Penalty: 4495.822266
	Iteration 150Q: 3 clusters Score -1026795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1026798.750000 Penalty: 4495.822266
	Iteration 151Q: 3 clusters Score -1026799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1026804.875000 Penalty: 4495.822266
	Iteration 152Q: 3 clusters Score -1026805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1026808.375000 Penalty: 4495.822266
	Iteration 153Q: 3 clusters Score -1026808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1026814.625000 Penalty: 4495.822266
	Iteration 154Q: 3 clusters Score -1026815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1026815.937500 Penalty: 4495.822266
	Iteration 155Q: 3 clusters Score -1026816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1026818.500000 Penalty: 4495.822266
	Iteration 156Q: 3 clusters Score -1026818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1026820.937500 Penalty: 4495.822266
	Iteration 157Q: 3 clusters Score -1026821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1026820.125000 Penalty: 4495.822266
	Iteration 158Q: 3 clusters Score -1026820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1026822.937500 Penalty: 4495.822266
	Iteration 159Q: 3 clusters Score -1026823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1026821.625000 Penalty: 4495.822266
	Iteration 160F: 3 clusters Score -1026822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1026823.312500 Penalty: 4495.822266
	Iteration 161Q: 3 clusters Score -1026823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1026823.375000 Penalty: 4495.822266
	Iteration 162Q: 3 clusters Score -1026823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1026824.687500 Penalty: 4495.822266
	Iteration 163Q: 3 clusters Score -1026825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1026824.687500 Penalty: 4495.822266
	Iteration 164F: 3 clusters Score -1026825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Entering Unmasked Estep 
Score: -1116890.125000 Penalty: 2267.655762
	Iteration 0F: 2 clusters Score -1116890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1109643.750000 Penalty: 4535.311523
	Iteration 0F: 3 clusters Score -1109644 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1111723.875000 Penalty: 4535.311523
	Iteration 1F: 3 clusters Score -1111724 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1112106.750000 Penalty: 4535.311523
	Iteration 2F: 3 clusters Score -1112107 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1112382.750000 Penalty: 4535.311523
	Iteration 3F: 3 clusters Score -1112383 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1112621.500000 Penalty: 4535.311523
	Iteration 4Q: 3 clusters Score -1112622 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1112849.125000 Penalty: 4535.311523
	Iteration 5Q: 3 clusters Score -1112849 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1113084.375000 Penalty: 4535.311523
	Iteration 6Q: 3 clusters Score -1113084 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1113337.500000 Penalty: 4535.311523
	Iteration 7Q: 3 clusters Score -1113338 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1113606.000000 Penalty: 4535.311523
	Iteration 8Q: 3 clusters Score -1113606 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1113883.000000 Penalty: 4535.311523
	Iteration 9Q: 3 clusters Score -1113883 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1114177.875000 Penalty: 4535.311523
	Iteration 10Q: 3 clusters Score -1114178 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1114556.375000 Penalty: 4535.311523
	Iteration 11Q: 3 clusters Score -1114556 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1115088.625000 Penalty: 4535.311523
	Iteration 12Q: 3 clusters Score -1115089 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1115754.750000 Penalty: 4535.311523
	Iteration 13Q: 3 clusters Score -1115755 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1116225.750000 Penalty: 4535.311523
	Iteration 14Q: 3 clusters Score -1116226 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1116408.875000 Penalty: 4535.311523
	Iteration 15Q: 3 clusters Score -1116409 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1116462.875000 Penalty: 4535.311523
	Iteration 16Q: 3 clusters Score -1116463 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1116485.250000 Penalty: 4535.311523
	Iteration 17Q: 3 clusters Score -1116485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1116495.125000 Penalty: 4535.311523
	Iteration 18Q: 3 clusters Score -1116495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1116499.000000 Penalty: 4535.311523
	Iteration 19Q: 3 clusters Score -1116499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1116505.500000 Penalty: 4535.311523
	Iteration 20F: 3 clusters Score -1116506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1116510.500000 Penalty: 4535.311523
	Iteration 21Q: 3 clusters Score -1116510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1116510.250000 Penalty: 4535.311523
	Iteration 22Q: 3 clusters Score -1116510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1116512.500000 Penalty: 4535.311523
	Iteration 23Q: 3 clusters Score -1116512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1116510.125000 Penalty: 4535.311523
	Iteration 24Q: 3 clusters Score -1116510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1116510.125000 Penalty: 4535.311523
	Iteration 25F: 3 clusters Score -1116510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Entering Unmasked Estep 
Score: -218981.593750 Penalty: 1855.425903
	Iteration 0F: 2 clusters Score -218981.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -216491.171875 Penalty: 3710.851807
	Iteration 0F: 3 clusters Score -216491.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -216915.484375 Penalty: 3710.851807
	Iteration 1F: 3 clusters Score -216915.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -217013.656250 Penalty: 3710.851807
	Iteration 2F: 3 clusters Score -217013.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -217067.843750 Penalty: 3710.851807
	Iteration 3Q: 3 clusters Score -217067.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -217099.500000 Penalty: 3710.851807
	Iteration 4Q: 3 clusters Score -217099.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -217130.515625 Penalty: 3710.851807
	Iteration 5Q: 3 clusters Score -217130.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -217159.718750 Penalty: 3710.851807
	Iteration 6Q: 3 clusters Score -217159.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -217177.937500 Penalty: 3710.851807
	Iteration 7Q: 3 clusters Score -217177.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -217195.078125 Penalty: 3710.851807
	Iteration 8Q: 3 clusters Score -217195.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -217208.109375 Penalty: 3710.851807
	Iteration 9Q: 3 clusters Score -217208.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -217215.375000 Penalty: 3710.851807
	Iteration 10Q: 3 clusters Score -217215.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -217222.125000 Penalty: 3710.851807
	Iteration 11Q: 3 clusters Score -217222.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -217227.562500 Penalty: 3710.851807
	Iteration 12Q: 3 clusters Score -217227.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -217232.406250 Penalty: 3710.851807
	Iteration 13Q: 3 clusters Score -217232.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -217239.406250 Penalty: 3710.851807
	Iteration 14Q: 3 clusters Score -217239.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -217247.328125 Penalty: 3710.851807
	Iteration 15Q: 3 clusters Score -217247.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -217252.984375 Penalty: 3710.851807
	Iteration 16Q: 3 clusters Score -217253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -217255.218750 Penalty: 3710.851807
	Iteration 17Q: 3 clusters Score -217255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -217255.812500 Penalty: 3710.851807
	Iteration 18Q: 3 clusters Score -217255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -217255.812500 Penalty: 3710.851807
	Iteration 19Q: 3 clusters Score -217255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -217255.812500 Penalty: 3710.851807
	Iteration 20F: 3 clusters Score -217255.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -42888.750000 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -42888.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41517.476562 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -41517.48 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -41804.523438 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -41804.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41868.355469 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -41868.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41888.625000 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -41888.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41909.125000 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -41909.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -41940.824219 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -41940.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41954.671875 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -41954.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41958.691406 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -41958.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -41963.203125 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -41963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -41969.828125 Penalty: 2976.701660
	Iteration 9Q: 3 clusters Score -41969.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -41978.421875 Penalty: 2976.701660
	Iteration 10Q: 3 clusters Score -41978.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -41981.570312 Penalty: 2976.701660
	Iteration 11Q: 3 clusters Score -41981.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -41981.570312 Penalty: 2976.701660
	Iteration 12F: 3 clusters Score -41981.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Entering Unmasked Estep 
Score: -1538647.625000 Penalty: 2362.400146
	Iteration 0F: 2 clusters Score -1538648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1528638.625000 Penalty: 4724.800293
	Iteration 0F: 3 clusters Score -1528639 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1531909.125000 Penalty: 4724.800293
	Iteration 1F: 3 clusters Score -1531909 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1532384.000000 Penalty: 4724.800293
	Iteration 2F: 3 clusters Score -1532384 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1532787.125000 Penalty: 4724.800293
	Iteration 3F: 3 clusters Score -1532787 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1533111.750000 Penalty: 4724.800293
	Iteration 4Q: 3 clusters Score -1533112 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1533448.250000 Penalty: 4724.800293
	Iteration 5Q: 3 clusters Score -1533448 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1533818.375000 Penalty: 4724.800293
	Iteration 6Q: 3 clusters Score -1533818 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1534204.625000 Penalty: 4724.800293
	Iteration 7Q: 3 clusters Score -1534205 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1534623.000000 Penalty: 4724.800293
	Iteration 8Q: 3 clusters Score -1534623 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1535036.625000 Penalty: 4724.800293
	Iteration 9Q: 3 clusters Score -1535037 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1535426.875000 Penalty: 4724.800293
	Iteration 10Q: 3 clusters Score -1535427 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1535724.125000 Penalty: 4724.800293
	Iteration 11Q: 3 clusters Score -1535724 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1535963.500000 Penalty: 4724.800293
	Iteration 12Q: 3 clusters Score -1535964 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1536201.375000 Penalty: 4724.800293
	Iteration 13Q: 3 clusters Score -1536201 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1536408.125000 Penalty: 4724.800293
	Iteration 14Q: 3 clusters Score -1536408 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1536576.625000 Penalty: 4724.800293
	Iteration 15Q: 3 clusters Score -1536577 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1536720.375000 Penalty: 4724.800293
	Iteration 16Q: 3 clusters Score -1536720 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1536838.375000 Penalty: 4724.800293
	Iteration 17Q: 3 clusters Score -1536838 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1536941.750000 Penalty: 4724.800293
	Iteration 18Q: 3 clusters Score -1536942 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1537017.250000 Penalty: 4724.800293
	Iteration 19Q: 3 clusters Score -1537017 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1537076.750000 Penalty: 4724.800293
	Iteration 20F: 3 clusters Score -1537077 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1537120.875000 Penalty: 4724.800293
	Iteration 21Q: 3 clusters Score -1537121 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1537155.875000 Penalty: 4724.800293
	Iteration 22Q: 3 clusters Score -1537156 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1537183.375000 Penalty: 4724.800293
	Iteration 23Q: 3 clusters Score -1537183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1537199.125000 Penalty: 4724.800293
	Iteration 24Q: 3 clusters Score -1537199 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1537214.125000 Penalty: 4724.800293
	Iteration 25Q: 3 clusters Score -1537214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1537225.250000 Penalty: 4724.800293
	Iteration 26Q: 3 clusters Score -1537225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1537234.875000 Penalty: 4724.800293
	Iteration 27Q: 3 clusters Score -1537235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1537239.000000 Penalty: 4724.800293
	Iteration 28Q: 3 clusters Score -1537239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1537245.000000 Penalty: 4724.800293
	Iteration 29Q: 3 clusters Score -1537245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1537244.125000 Penalty: 4724.800293
	Iteration 30Q: 3 clusters Score -1537244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1537246.750000 Penalty: 4724.800293
	Iteration 31Q: 3 clusters Score -1537247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1537250.250000 Penalty: 4724.800293
	Iteration 32Q: 3 clusters Score -1537250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1537249.500000 Penalty: 4724.800293
	Iteration 33Q: 3 clusters Score -1537250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1537249.500000 Penalty: 4724.800293
	Iteration 34F: 3 clusters Score -1537250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Entering Unmasked Estep 
Score: -6226468.000000 Penalty: 2701.839844
	Iteration 0F: 2 clusters Score -6226468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -6190232.500000 Penalty: 5403.679688
	Iteration 0F: 3 clusters Score -6190232 nChanged 24964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -6204273.000000 Penalty: 5403.679688
	Iteration 1F: 3 clusters Score -6204273 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -6205034.500000 Penalty: 5403.679688
	Iteration 2Q: 3 clusters Score -6205034 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -6206010.500000 Penalty: 5403.679688
	Iteration 3Q: 3 clusters Score -6206010 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -6207319.000000 Penalty: 5403.679688
	Iteration 4F: 3 clusters Score -6207319 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -6209284.500000 Penalty: 5403.679688
	Iteration 5F: 3 clusters Score -6209284 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -6212228.500000 Penalty: 5403.679688
	Iteration 6F: 3 clusters Score -6212228 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -6216043.500000 Penalty: 5403.679688
	Iteration 7F: 3 clusters Score -6216044 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -6219673.500000 Penalty: 5403.679688
	Iteration 8F: 3 clusters Score -6219674 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -6222073.500000 Penalty: 5403.679688
	Iteration 9Q: 3 clusters Score -6222074 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6223236.000000 Penalty: 5403.679688
	Iteration 10Q: 3 clusters Score -6223236 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6223687.500000 Penalty: 5403.679688
	Iteration 11Q: 3 clusters Score -6223688 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6223849.000000 Penalty: 5403.679688
	Iteration 12Q: 3 clusters Score -6223849 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6223934.500000 Penalty: 5403.679688
	Iteration 13Q: 3 clusters Score -6223934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6223982.500000 Penalty: 5403.679688
	Iteration 14Q: 3 clusters Score -6223982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6224025.000000 Penalty: 5403.679688
	Iteration 15Q: 3 clusters Score -6224025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53557 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6224059.000000 Penalty: 5403.679688
	Iteration 16Q: 3 clusters Score -6224059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6224079.000000 Penalty: 5403.679688
	Iteration 17Q: 3 clusters Score -6224079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6224102.500000 Penalty: 5403.679688
	Iteration 18Q: 3 clusters Score -6224102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6224132.000000 Penalty: 5403.679688
	Iteration 19Q: 3 clusters Score -6224132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53587 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6224145.000000 Penalty: 5403.679688
	Iteration 20F: 3 clusters Score -6224145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6224149.500000 Penalty: 5403.679688
	Iteration 21Q: 3 clusters Score -6224150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6224157.000000 Penalty: 5403.679688
	Iteration 22Q: 3 clusters Score -6224157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6224166.500000 Penalty: 5403.679688
	Iteration 23Q: 3 clusters Score -6224166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6224176.000000 Penalty: 5403.679688
	Iteration 24Q: 3 clusters Score -6224176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6224190.000000 Penalty: 5403.679688
	Iteration 25Q: 3 clusters Score -6224190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6224201.000000 Penalty: 5403.679688
	Iteration 26Q: 3 clusters Score -6224201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6224201.000000 Penalty: 5403.679688
	Iteration 27Q: 3 clusters Score -6224201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6224204.000000 Penalty: 5403.679688
	Iteration 28Q: 3 clusters Score -6224204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6224213.000000 Penalty: 5403.679688
	Iteration 29Q: 3 clusters Score -6224213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6224234.500000 Penalty: 5403.679688
	Iteration 30Q: 3 clusters Score -6224234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6224243.000000 Penalty: 5403.679688
	Iteration 31Q: 3 clusters Score -6224243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6224250.500000 Penalty: 5403.679688
	Iteration 32Q: 3 clusters Score -6224250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6224250.000000 Penalty: 5403.679688
	Iteration 33Q: 3 clusters Score -6224250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53609 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6224250.000000 Penalty: 5403.679688
	Iteration 34F: 3 clusters Score -6224250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Entering Unmasked Estep 
Score: -1387615.250000 Penalty: 2309.889404
	Iteration 0F: 2 clusters Score -1387615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1379185.750000 Penalty: 4619.778809
	Iteration 0F: 3 clusters Score -1379186 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1381612.625000 Penalty: 4619.778809
	Iteration 1F: 3 clusters Score -1381613 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1381934.875000 Penalty: 4619.778809
	Iteration 2F: 3 clusters Score -1381935 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1382164.875000 Penalty: 4619.778809
	Iteration 3F: 3 clusters Score -1382165 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1382358.000000 Penalty: 4619.778809
	Iteration 4Q: 3 clusters Score -1382358 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1382547.375000 Penalty: 4619.778809
	Iteration 5Q: 3 clusters Score -1382547 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1382742.250000 Penalty: 4619.778809
	Iteration 6Q: 3 clusters Score -1382742 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1382971.250000 Penalty: 4619.778809
	Iteration 7Q: 3 clusters Score -1382971 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1383254.250000 Penalty: 4619.778809
	Iteration 8Q: 3 clusters Score -1383254 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1383582.125000 Penalty: 4619.778809
	Iteration 9Q: 3 clusters Score -1383582 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1383968.500000 Penalty: 4619.778809
	Iteration 10Q: 3 clusters Score -1383968 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1384432.375000 Penalty: 4619.778809
	Iteration 11Q: 3 clusters Score -1384432 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1384829.875000 Penalty: 4619.778809
	Iteration 12Q: 3 clusters Score -1384830 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1385124.000000 Penalty: 4619.778809
	Iteration 13Q: 3 clusters Score -1385124 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1385303.250000 Penalty: 4619.778809
	Iteration 14Q: 3 clusters Score -1385303 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1385405.500000 Penalty: 4619.778809
	Iteration 15Q: 3 clusters Score -1385406 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1385456.875000 Penalty: 4619.778809
	Iteration 16Q: 3 clusters Score -1385457 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1385504.000000 Penalty: 4619.778809
	Iteration 17Q: 3 clusters Score -1385504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1385535.250000 Penalty: 4619.778809
	Iteration 18Q: 3 clusters Score -1385535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1385550.250000 Penalty: 4619.778809
	Iteration 19Q: 3 clusters Score -1385550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1385568.750000 Penalty: 4619.778809
	Iteration 20F: 3 clusters Score -1385569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1385582.750000 Penalty: 4619.778809
	Iteration 21Q: 3 clusters Score -1385583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1385594.875000 Penalty: 4619.778809
	Iteration 22Q: 3 clusters Score -1385595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1385607.750000 Penalty: 4619.778809
	Iteration 23Q: 3 clusters Score -1385608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1385611.125000 Penalty: 4619.778809
	Iteration 24Q: 3 clusters Score -1385611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1385616.000000 Penalty: 4619.778809
	Iteration 25Q: 3 clusters Score -1385616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1385620.375000 Penalty: 4619.778809
	Iteration 26Q: 3 clusters Score -1385620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1385620.750000 Penalty: 4619.778809
	Iteration 27Q: 3 clusters Score -1385621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1385623.875000 Penalty: 4619.778809
	Iteration 28Q: 3 clusters Score -1385624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1385624.875000 Penalty: 4619.778809
	Iteration 29Q: 3 clusters Score -1385625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1385624.875000 Penalty: 4619.778809
	Iteration 30F: 3 clusters Score -1385625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Entering Unmasked Estep 
Score: -2506749.250000 Penalty: 2457.684082
	Iteration 0F: 2 clusters Score -2506749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2492667.500000 Penalty: 4915.368164
	Iteration 0F: 3 clusters Score -2492668 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2497292.250000 Penalty: 4915.368164
	Iteration 1F: 3 clusters Score -2497292 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2497673.750000 Penalty: 4915.368164
	Iteration 2F: 3 clusters Score -2497674 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2498008.250000 Penalty: 4915.368164
	Iteration 3Q: 3 clusters Score -2498008 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2498308.750000 Penalty: 4915.368164
	Iteration 4Q: 3 clusters Score -2498309 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2498622.750000 Penalty: 4915.368164
	Iteration 5Q: 3 clusters Score -2498623 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2498979.250000 Penalty: 4915.368164
	Iteration 6Q: 3 clusters Score -2498979 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2499366.500000 Penalty: 4915.368164
	Iteration 7Q: 3 clusters Score -2499366 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2499812.000000 Penalty: 4915.368164
	Iteration 8Q: 3 clusters Score -2499812 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2500285.500000 Penalty: 4915.368164
	Iteration 9Q: 3 clusters Score -2500286 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2500806.750000 Penalty: 4915.368164
	Iteration 10Q: 3 clusters Score -2500807 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2501320.750000 Penalty: 4915.368164
	Iteration 11Q: 3 clusters Score -2501321 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2501761.250000 Penalty: 4915.368164
	Iteration 12Q: 3 clusters Score -2501761 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2502161.750000 Penalty: 4915.368164
	Iteration 13Q: 3 clusters Score -2502162 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2502510.250000 Penalty: 4915.368164
	Iteration 14Q: 3 clusters Score -2502510 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2502805.250000 Penalty: 4915.368164
	Iteration 15Q: 3 clusters Score -2502805 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2503047.250000 Penalty: 4915.368164
	Iteration 16Q: 3 clusters Score -2503047 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2503281.250000 Penalty: 4915.368164
	Iteration 17Q: 3 clusters Score -2503281 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2503473.500000 Penalty: 4915.368164
	Iteration 18Q: 3 clusters Score -2503474 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2503641.750000 Penalty: 4915.368164
	Iteration 19Q: 3 clusters Score -2503642 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2503779.000000 Penalty: 4915.368164
	Iteration 20F: 3 clusters Score -2503779 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2503898.000000 Penalty: 4915.368164
	Iteration 21Q: 3 clusters Score -2503898 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2503995.000000 Penalty: 4915.368164
	Iteration 22Q: 3 clusters Score -2503995 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2504077.750000 Penalty: 4915.368164
	Iteration 23Q: 3 clusters Score -2504078 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2504143.250000 Penalty: 4915.368164
	Iteration 24Q: 3 clusters Score -2504143 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2504206.000000 Penalty: 4915.368164
	Iteration 25Q: 3 clusters Score -2504206 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2504273.250000 Penalty: 4915.368164
	Iteration 26Q: 3 clusters Score -2504273 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2504331.750000 Penalty: 4915.368164
	Iteration 27Q: 3 clusters Score -2504332 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2504386.500000 Penalty: 4915.368164
	Iteration 28Q: 3 clusters Score -2504386 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2504435.250000 Penalty: 4915.368164
	Iteration 29Q: 3 clusters Score -2504435 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2504467.750000 Penalty: 4915.368164
	Iteration 30Q: 3 clusters Score -2504468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2504487.500000 Penalty: 4915.368164
	Iteration 31Q: 3 clusters Score -2504488 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2504515.250000 Penalty: 4915.368164
	Iteration 32Q: 3 clusters Score -2504515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -2504533.750000 Penalty: 4915.368164
	Iteration 33Q: 3 clusters Score -2504534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2504550.500000 Penalty: 4915.368164
	Iteration 34Q: 3 clusters Score -2504550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2504567.000000 Penalty: 4915.368164
	Iteration 35Q: 3 clusters Score -2504567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2504578.500000 Penalty: 4915.368164
	Iteration 36Q: 3 clusters Score -2504578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2504588.000000 Penalty: 4915.368164
	Iteration 37Q: 3 clusters Score -2504588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2504596.250000 Penalty: 4915.368164
	Iteration 38Q: 3 clusters Score -2504596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2504602.000000 Penalty: 4915.368164
	Iteration 39Q: 3 clusters Score -2504602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2504608.000000 Penalty: 4915.368164
	Iteration 40F: 3 clusters Score -2504608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2504614.500000 Penalty: 4915.368164
	Iteration 41Q: 3 clusters Score -2504614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2504624.250000 Penalty: 4915.368164
	Iteration 42Q: 3 clusters Score -2504624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2504629.000000 Penalty: 4915.368164
	Iteration 43Q: 3 clusters Score -2504629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2504633.750000 Penalty: 4915.368164
	Iteration 44Q: 3 clusters Score -2504634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2504635.750000 Penalty: 4915.368164
	Iteration 45Q: 3 clusters Score -2504636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2504638.500000 Penalty: 4915.368164
	Iteration 46Q: 3 clusters Score -2504638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2504637.750000 Penalty: 4915.368164
	Iteration 47Q: 3 clusters Score -2504638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2504644.250000 Penalty: 4915.368164
	Iteration 48Q: 3 clusters Score -2504644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2504649.000000 Penalty: 4915.368164
	Iteration 49Q: 3 clusters Score -2504649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2504660.500000 Penalty: 4915.368164
	Iteration 50Q: 3 clusters Score -2504660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2504663.750000 Penalty: 4915.368164
	Iteration 51Q: 3 clusters Score -2504664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2504673.500000 Penalty: 4915.368164
	Iteration 52Q: 3 clusters Score -2504674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2504682.250000 Penalty: 4915.368164
	Iteration 53Q: 3 clusters Score -2504682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2504690.750000 Penalty: 4915.368164
	Iteration 54Q: 3 clusters Score -2504691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2504694.500000 Penalty: 4915.368164
	Iteration 55Q: 3 clusters Score -2504694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -2504701.000000 Penalty: 4915.368164
	Iteration 56Q: 3 clusters Score -2504701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2504702.000000 Penalty: 4915.368164
	Iteration 57Q: 3 clusters Score -2504702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2504706.500000 Penalty: 4915.368164
	Iteration 58Q: 3 clusters Score -2504706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2504710.250000 Penalty: 4915.368164
	Iteration 59Q: 3 clusters Score -2504710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2504711.500000 Penalty: 4915.368164
	Iteration 60F: 3 clusters Score -2504712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2504712.500000 Penalty: 4915.368164
	Iteration 61Q: 3 clusters Score -2504712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2504712.500000 Penalty: 4915.368164
	Iteration 62F: 3 clusters Score -2504712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Entering Unmasked Estep 
Score: -1019305.375000 Penalty: 2257.924805
	Iteration 0F: 2 clusters Score -1019305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1012231.562500 Penalty: 4515.849609
	Iteration 0F: 3 clusters Score -1012232 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1014308.375000 Penalty: 4515.849609
	Iteration 1F: 3 clusters Score -1014308 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1014704.500000 Penalty: 4515.849609
	Iteration 2F: 3 clusters Score -1014704 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1015055.187500 Penalty: 4515.849609
	Iteration 3F: 3 clusters Score -1015055 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1015377.250000 Penalty: 4515.849609
	Iteration 4F: 3 clusters Score -1015377 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1015684.125000 Penalty: 4515.849609
	Iteration 5F: 3 clusters Score -1015684 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1015954.875000 Penalty: 4515.849609
	Iteration 6Q: 3 clusters Score -1015955 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1016222.437500 Penalty: 4515.849609
	Iteration 7Q: 3 clusters Score -1016222 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1016511.312500 Penalty: 4515.849609
	Iteration 8Q: 3 clusters Score -1016511 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1016822.625000 Penalty: 4515.849609
	Iteration 9Q: 3 clusters Score -1016823 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1017117.062500 Penalty: 4515.849609
	Iteration 10Q: 3 clusters Score -1017117 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1017324.250000 Penalty: 4515.849609
	Iteration 11Q: 3 clusters Score -1017324 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1017462.562500 Penalty: 4515.849609
	Iteration 12Q: 3 clusters Score -1017463 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1017556.062500 Penalty: 4515.849609
	Iteration 13Q: 3 clusters Score -1017556 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1017633.125000 Penalty: 4515.849609
	Iteration 14Q: 3 clusters Score -1017633 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1017689.375000 Penalty: 4515.849609
	Iteration 15Q: 3 clusters Score -1017689 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1017727.187500 Penalty: 4515.849609
	Iteration 16Q: 3 clusters Score -1017727 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1017747.250000 Penalty: 4515.849609
	Iteration 17Q: 3 clusters Score -1017747 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1017760.750000 Penalty: 4515.849609
	Iteration 18Q: 3 clusters Score -1017761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1017773.562500 Penalty: 4515.849609
	Iteration 19Q: 3 clusters Score -1017774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1017776.062500 Penalty: 4515.849609
	Iteration 20F: 3 clusters Score -1017776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1017781.500000 Penalty: 4515.849609
	Iteration 21Q: 3 clusters Score -1017782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1017782.875000 Penalty: 4515.849609
	Iteration 22Q: 3 clusters Score -1017783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1017784.062500 Penalty: 4515.849609
	Iteration 23Q: 3 clusters Score -1017784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1017785.312500 Penalty: 4515.849609
	Iteration 24Q: 3 clusters Score -1017785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1017788.875000 Penalty: 4515.849609
	Iteration 25Q: 3 clusters Score -1017789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1017792.500000 Penalty: 4515.849609
	Iteration 26Q: 3 clusters Score -1017792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1017792.562500 Penalty: 4515.849609
	Iteration 27Q: 3 clusters Score -1017793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1017792.375000 Penalty: 4515.849609
	Iteration 28Q: 3 clusters Score -1017792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1017793.625000 Penalty: 4515.849609
	Iteration 29Q: 3 clusters Score -1017794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1017792.250000 Penalty: 4515.849609
	Iteration 30Q: 3 clusters Score -1017792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1017794.312500 Penalty: 4515.849609
	Iteration 31Q: 3 clusters Score -1017794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1017794.000000 Penalty: 4515.849609
	Iteration 32Q: 3 clusters Score -1017794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1017794.125000 Penalty: 4515.849609
	Iteration 33Q: 3 clusters Score -1017794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1017796.000000 Penalty: 4515.849609
	Iteration 34Q: 3 clusters Score -1017796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1017796.000000 Penalty: 4515.849609
	Iteration 35F: 3 clusters Score -1017796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Entering Unmasked Estep 
Score: -773010.187500 Penalty: 2186.064453
	Iteration 0F: 2 clusters Score -773010.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -767431.187500 Penalty: 4372.128906
	Iteration 0F: 3 clusters Score -767431.2 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -768963.062500 Penalty: 4372.128906
	Iteration 1F: 3 clusters Score -768963.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -769220.375000 Penalty: 4372.128906
	Iteration 2F: 3 clusters Score -769220.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -769378.312500 Penalty: 4372.128906
	Iteration 3F: 3 clusters Score -769378.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -769480.312500 Penalty: 4372.128906
	Iteration 4Q: 3 clusters Score -769480.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -769570.375000 Penalty: 4372.128906
	Iteration 5Q: 3 clusters Score -769570.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -769678.375000 Penalty: 4372.128906
	Iteration 6Q: 3 clusters Score -769678.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -769797.937500 Penalty: 4372.128906
	Iteration 7Q: 3 clusters Score -769797.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -769904.875000 Penalty: 4372.128906
	Iteration 8Q: 3 clusters Score -769904.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -770036.937500 Penalty: 4372.128906
	Iteration 9Q: 3 clusters Score -770036.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -770225.812500 Penalty: 4372.128906
	Iteration 10Q: 3 clusters Score -770225.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -770451.000000 Penalty: 4372.128906
	Iteration 11Q: 3 clusters Score -770451 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -770716.687500 Penalty: 4372.128906
	Iteration 12Q: 3 clusters Score -770716.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -770959.500000 Penalty: 4372.128906
	Iteration 13Q: 3 clusters Score -770959.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -771230.062500 Penalty: 4372.128906
	Iteration 14Q: 3 clusters Score -771230.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -771472.562500 Penalty: 4372.128906
	Iteration 15Q: 3 clusters Score -771472.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -771643.750000 Penalty: 4372.128906
	Iteration 16Q: 3 clusters Score -771643.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -771769.500000 Penalty: 4372.128906
	Iteration 17Q: 3 clusters Score -771769.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -771863.500000 Penalty: 4372.128906
	Iteration 18Q: 3 clusters Score -771863.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -771916.250000 Penalty: 4372.128906
	Iteration 19Q: 3 clusters Score -771916.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -771948.875000 Penalty: 4372.128906
	Iteration 20F: 3 clusters Score -771948.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -771978.437500 Penalty: 4372.128906
	Iteration 21Q: 3 clusters Score -771978.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -772001.125000 Penalty: 4372.128906
	Iteration 22Q: 3 clusters Score -772001.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -772008.687500 Penalty: 4372.128906
	Iteration 23Q: 3 clusters Score -772008.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -772015.250000 Penalty: 4372.128906
	Iteration 24Q: 3 clusters Score -772015.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -772022.937500 Penalty: 4372.128906
	Iteration 25Q: 3 clusters Score -772022.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -772032.562500 Penalty: 4372.128906
	Iteration 26Q: 3 clusters Score -772032.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -772045.562500 Penalty: 4372.128906
	Iteration 27Q: 3 clusters Score -772045.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -772057.000000 Penalty: 4372.128906
	Iteration 28Q: 3 clusters Score -772057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -772074.437500 Penalty: 4372.128906
	Iteration 29Q: 3 clusters Score -772074.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -772101.937500 Penalty: 4372.128906
	Iteration 30Q: 3 clusters Score -772101.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -772135.625000 Penalty: 4372.128906
	Iteration 31Q: 3 clusters Score -772135.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -772166.375000 Penalty: 4372.128906
	Iteration 32Q: 3 clusters Score -772166.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -772195.687500 Penalty: 4372.128906
	Iteration 33Q: 3 clusters Score -772195.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -772220.000000 Penalty: 4372.128906
	Iteration 34Q: 3 clusters Score -772220 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -772233.562500 Penalty: 4372.128906
	Iteration 35Q: 3 clusters Score -772233.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -772239.937500 Penalty: 4372.128906
	Iteration 36Q: 3 clusters Score -772239.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -772245.312500 Penalty: 4372.128906
	Iteration 37Q: 3 clusters Score -772245.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -772246.625000 Penalty: 4372.128906
	Iteration 38Q: 3 clusters Score -772246.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -772247.937500 Penalty: 4372.128906
	Iteration 39Q: 3 clusters Score -772247.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -772249.562500 Penalty: 4372.128906
	Iteration 40F: 3 clusters Score -772249.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -772249.750000 Penalty: 4372.128906
	Iteration 41Q: 3 clusters Score -772249.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -772249.750000 Penalty: 4372.128906
	Iteration 42F: 3 clusters Score -772249.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -550212.750000 Penalty: 2096.125977
	Iteration 0F: 2 clusters Score -550212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -545821.187500 Penalty: 4192.251953
	Iteration 0F: 3 clusters Score -545821.2 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -546885.812500 Penalty: 4192.251953
	Iteration 1F: 3 clusters Score -546885.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -547148.125000 Penalty: 4192.251953
	Iteration 2F: 3 clusters Score -547148.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -547342.312500 Penalty: 4192.251953
	Iteration 3F: 3 clusters Score -547342.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -547486.875000 Penalty: 4192.251953
	Iteration 4Q: 3 clusters Score -547486.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -547597.625000 Penalty: 4192.251953
	Iteration 5Q: 3 clusters Score -547597.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -547691.437500 Penalty: 4192.251953
	Iteration 6Q: 3 clusters Score -547691.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -547765.000000 Penalty: 4192.251953
	Iteration 7Q: 3 clusters Score -547765 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -547823.750000 Penalty: 4192.251953
	Iteration 8Q: 3 clusters Score -547823.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -547876.500000 Penalty: 4192.251953
	Iteration 9Q: 3 clusters Score -547876.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -547945.750000 Penalty: 4192.251953
	Iteration 10Q: 3 clusters Score -547945.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -548040.625000 Penalty: 4192.251953
	Iteration 11Q: 3 clusters Score -548040.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -548165.000000 Penalty: 4192.251953
	Iteration 12Q: 3 clusters Score -548165 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -548314.062500 Penalty: 4192.251953
	Iteration 13Q: 3 clusters Score -548314.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -548476.250000 Penalty: 4192.251953
	Iteration 14Q: 3 clusters Score -548476.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -548623.312500 Penalty: 4192.251953
	Iteration 15Q: 3 clusters Score -548623.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -548725.937500 Penalty: 4192.251953
	Iteration 16Q: 3 clusters Score -548725.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -548790.312500 Penalty: 4192.251953
	Iteration 17Q: 3 clusters Score -548790.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -548829.062500 Penalty: 4192.251953
	Iteration 18Q: 3 clusters Score -548829.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -548846.937500 Penalty: 4192.251953
	Iteration 19Q: 3 clusters Score -548846.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -548863.125000 Penalty: 4192.251953
	Iteration 20F: 3 clusters Score -548863.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -548875.312500 Penalty: 4192.251953
	Iteration 21Q: 3 clusters Score -548875.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -548884.437500 Penalty: 4192.251953
	Iteration 22Q: 3 clusters Score -548884.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -548891.562500 Penalty: 4192.251953
	Iteration 23Q: 3 clusters Score -548891.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -548898.312500 Penalty: 4192.251953
	Iteration 24Q: 3 clusters Score -548898.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -548902.625000 Penalty: 4192.251953
	Iteration 25Q: 3 clusters Score -548902.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -548905.687500 Penalty: 4192.251953
	Iteration 26Q: 3 clusters Score -548905.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -548911.250000 Penalty: 4192.251953
	Iteration 27Q: 3 clusters Score -548911.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -548916.312500 Penalty: 4192.251953
	Iteration 28Q: 3 clusters Score -548916.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -548920.000000 Penalty: 4192.251953
	Iteration 29Q: 3 clusters Score -548920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -548922.875000 Penalty: 4192.251953
	Iteration 30Q: 3 clusters Score -548922.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -548924.125000 Penalty: 4192.251953
	Iteration 31Q: 3 clusters Score -548924.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -548926.437500 Penalty: 4192.251953
	Iteration 32Q: 3 clusters Score -548926.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -548928.437500 Penalty: 4192.251953
	Iteration 33Q: 3 clusters Score -548928.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -548930.687500 Penalty: 4192.251953
	Iteration 34Q: 3 clusters Score -548930.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -548935.187500 Penalty: 4192.251953
	Iteration 35Q: 3 clusters Score -548935.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -548936.875000 Penalty: 4192.251953
	Iteration 36Q: 3 clusters Score -548936.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -548939.062500 Penalty: 4192.251953
	Iteration 37Q: 3 clusters Score -548939.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -548939.187500 Penalty: 4192.251953
	Iteration 38Q: 3 clusters Score -548939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -548940.125000 Penalty: 4192.251953
	Iteration 39Q: 3 clusters Score -548940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -548941.187500 Penalty: 4192.251953
	Iteration 40F: 3 clusters Score -548941.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -548943.125000 Penalty: 4192.251953
	Iteration 41Q: 3 clusters Score -548943.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -548943.937500 Penalty: 4192.251953
	Iteration 42Q: 3 clusters Score -548943.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -548944.812500 Penalty: 4192.251953
	Iteration 43Q: 3 clusters Score -548944.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -548945.875000 Penalty: 4192.251953
	Iteration 44Q: 3 clusters Score -548945.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -548945.875000 Penalty: 4192.251953
	Iteration 45Q: 3 clusters Score -548945.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -548946.812500 Penalty: 4192.251953
	Iteration 46Q: 3 clusters Score -548946.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -548949.125000 Penalty: 4192.251953
	Iteration 47Q: 3 clusters Score -548949.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -548950.812500 Penalty: 4192.251953
	Iteration 48Q: 3 clusters Score -548950.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -548951.562500 Penalty: 4192.251953
	Iteration 49Q: 3 clusters Score -548951.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -548953.812500 Penalty: 4192.251953
	Iteration 50Q: 3 clusters Score -548953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -548954.187500 Penalty: 4192.251953
	Iteration 51Q: 3 clusters Score -548954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -548955.687500 Penalty: 4192.251953
	Iteration 52Q: 3 clusters Score -548955.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -548957.375000 Penalty: 4192.251953
	Iteration 53Q: 3 clusters Score -548957.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -548960.375000 Penalty: 4192.251953
	Iteration 54Q: 3 clusters Score -548960.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -548960.875000 Penalty: 4192.251953
	Iteration 55Q: 3 clusters Score -548960.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -548963.562500 Penalty: 4192.251953
	Iteration 56Q: 3 clusters Score -548963.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -548963.375000 Penalty: 4192.251953
	Iteration 57Q: 3 clusters Score -548963.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -548966.187500 Penalty: 4192.251953
	Iteration 58Q: 3 clusters Score -548966.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -548966.375000 Penalty: 4192.251953
	Iteration 59Q: 3 clusters Score -548966.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -548967.187500 Penalty: 4192.251953
	Iteration 60F: 3 clusters Score -548967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -548967.187500 Penalty: 4192.251953
	Iteration 61Q: 3 clusters Score -548967.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -548967.187500 Penalty: 4192.251953
	Iteration 62F: 3 clusters Score -548967.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -31060.832031 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -31060.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29768.486328 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -29768.49 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30126.876953 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -30126.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -30356.000000 Penalty: 2909.768066
	Iteration 2F: 3 clusters Score -30356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -30543.023438 Penalty: 2909.768066
	Iteration 3F: 3 clusters Score -30543.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -30643.097656 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -30643.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30719.921875 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -30719.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30756.339844 Penalty: 2909.768066
	Iteration 6Q: 3 clusters Score -30756.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30779.300781 Penalty: 2909.768066
	Iteration 7Q: 3 clusters Score -30779.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30808.222656 Penalty: 2909.768066
	Iteration 8Q: 3 clusters Score -30808.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30834.513672 Penalty: 2909.768066
	Iteration 9Q: 3 clusters Score -30834.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30849.361328 Penalty: 2909.768066
	Iteration 10Q: 3 clusters Score -30849.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30853.257812 Penalty: 2909.768066
	Iteration 11Q: 3 clusters Score -30853.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30856.357422 Penalty: 2909.768066
	Iteration 12Q: 3 clusters Score -30856.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30862.144531 Penalty: 2909.768066
	Iteration 13Q: 3 clusters Score -30862.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30862.144531 Penalty: 2909.768066
	Iteration 14F: 3 clusters Score -30862.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (53732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Entering Unmasked Estep 
Score: -6587204.500000 Penalty: 2701.157471
	Iteration 0F: 2 clusters Score -6587204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -6551083.500000 Penalty: 5402.314941
	Iteration 0F: 3 clusters Score -6551084 nChanged 24873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -6564782.500000 Penalty: 5402.314941
	Iteration 1F: 3 clusters Score -6564782 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -6565377.000000 Penalty: 5402.314941
	Iteration 2Q: 3 clusters Score -6565377 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -6566041.000000 Penalty: 5402.314941
	Iteration 3Q: 3 clusters Score -6566041 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -6566913.500000 Penalty: 5402.314941
	Iteration 4Q: 3 clusters Score -6566914 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -6568183.000000 Penalty: 5402.314941
	Iteration 5Q: 3 clusters Score -6568183 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -6570146.000000 Penalty: 5402.314941
	Iteration 6F: 3 clusters Score -6570146 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -6573157.500000 Penalty: 5402.314941
	Iteration 7F: 3 clusters Score -6573158 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -6576977.000000 Penalty: 5402.314941
	Iteration 8F: 3 clusters Score -6576977 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -6580713.000000 Penalty: 5402.314941
	Iteration 9F: 3 clusters Score -6580713 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -6583144.500000 Penalty: 5402.314941
	Iteration 10Q: 3 clusters Score -6583144 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 53096 members 
Entering Unmasked Estep 
Score: -6584186.000000 Penalty: 5402.314941
	Iteration 11Q: 3 clusters Score -6584186 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 53397 members 
Entering Unmasked Estep 
Score: -6584533.500000 Penalty: 5402.314941
	Iteration 12Q: 3 clusters Score -6584534 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -6584703.500000 Penalty: 5402.314941
	Iteration 13Q: 3 clusters Score -6584704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 53521 members 
Entering Unmasked Estep 
Score: -6584739.500000 Penalty: 5402.314941
	Iteration 14Q: 3 clusters Score -6584740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -6584774.500000 Penalty: 5402.314941
	Iteration 15Q: 3 clusters Score -6584774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -6584803.500000 Penalty: 5402.314941
	Iteration 16Q: 3 clusters Score -6584804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -6584815.000000 Penalty: 5402.314941
	Iteration 17Q: 3 clusters Score -6584815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 53546 members 
Entering Unmasked Estep 
Score: -6584822.000000 Penalty: 5402.314941
	Iteration 18Q: 3 clusters Score -6584822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -6584827.500000 Penalty: 5402.314941
	Iteration 19Q: 3 clusters Score -6584828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -6584836.000000 Penalty: 5402.314941
	Iteration 20F: 3 clusters Score -6584836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -6584834.500000 Penalty: 5402.314941
	Iteration 21Q: 3 clusters Score -6584834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -6584834.500000 Penalty: 5402.314941
	Iteration 22F: 3 clusters Score -6584834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Entering Unmasked Estep 
Score: -245076.343750 Penalty: 1894.273193
	Iteration 0F: 2 clusters Score -245076.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -242427.234375 Penalty: 3788.546387
	Iteration 0F: 3 clusters Score -242427.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -242877.984375 Penalty: 3788.546387
	Iteration 1F: 3 clusters Score -242878 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -242979.359375 Penalty: 3788.546387
	Iteration 2F: 3 clusters Score -242979.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -243043.390625 Penalty: 3788.546387
	Iteration 3Q: 3 clusters Score -243043.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -243085.656250 Penalty: 3788.546387
	Iteration 4Q: 3 clusters Score -243085.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -243115.265625 Penalty: 3788.546387
	Iteration 5Q: 3 clusters Score -243115.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -243133.468750 Penalty: 3788.546387
	Iteration 6Q: 3 clusters Score -243133.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -243145.046875 Penalty: 3788.546387
	Iteration 7Q: 3 clusters Score -243145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -243153.875000 Penalty: 3788.546387
	Iteration 8Q: 3 clusters Score -243153.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -243162.625000 Penalty: 3788.546387
	Iteration 9Q: 3 clusters Score -243162.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -243174.312500 Penalty: 3788.546387
	Iteration 10Q: 3 clusters Score -243174.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -243182.718750 Penalty: 3788.546387
	Iteration 11Q: 3 clusters Score -243182.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -243193.156250 Penalty: 3788.546387
	Iteration 12Q: 3 clusters Score -243193.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -243200.578125 Penalty: 3788.546387
	Iteration 13Q: 3 clusters Score -243200.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -243206.218750 Penalty: 3788.546387
	Iteration 14Q: 3 clusters Score -243206.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -243209.953125 Penalty: 3788.546387
	Iteration 15Q: 3 clusters Score -243210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -243213.640625 Penalty: 3788.546387
	Iteration 16Q: 3 clusters Score -243213.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -243215.546875 Penalty: 3788.546387
	Iteration 17Q: 3 clusters Score -243215.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -243218.218750 Penalty: 3788.546387
	Iteration 18Q: 3 clusters Score -243218.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -243221.234375 Penalty: 3788.546387
	Iteration 19Q: 3 clusters Score -243221.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -243227.156250 Penalty: 3788.546387
	Iteration 20F: 3 clusters Score -243227.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -243236.953125 Penalty: 3788.546387
	Iteration 21Q: 3 clusters Score -243237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -243245.984375 Penalty: 3788.546387
	Iteration 22Q: 3 clusters Score -243246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -243253.531250 Penalty: 3788.546387
	Iteration 23Q: 3 clusters Score -243253.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -243265.406250 Penalty: 3788.546387
	Iteration 24Q: 3 clusters Score -243265.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -243272.281250 Penalty: 3788.546387
	Iteration 25Q: 3 clusters Score -243272.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -243275.765625 Penalty: 3788.546387
	Iteration 26Q: 3 clusters Score -243275.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -243277.765625 Penalty: 3788.546387
	Iteration 27Q: 3 clusters Score -243277.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -243280.187500 Penalty: 3788.546387
	Iteration 28Q: 3 clusters Score -243280.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -243284.687500 Penalty: 3788.546387
	Iteration 29Q: 3 clusters Score -243284.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -243288.953125 Penalty: 3788.546387
	Iteration 30Q: 3 clusters Score -243289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -243297.875000 Penalty: 3788.546387
	Iteration 31Q: 3 clusters Score -243297.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -243303.734375 Penalty: 3788.546387
	Iteration 32Q: 3 clusters Score -243303.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -243306.234375 Penalty: 3788.546387
	Iteration 33Q: 3 clusters Score -243306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -243308.671875 Penalty: 3788.546387
	Iteration 34Q: 3 clusters Score -243308.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -243310.250000 Penalty: 3788.546387
	Iteration 35Q: 3 clusters Score -243310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -243312.156250 Penalty: 3788.546387
	Iteration 36Q: 3 clusters Score -243312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -243312.578125 Penalty: 3788.546387
	Iteration 37Q: 3 clusters Score -243312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -243314.750000 Penalty: 3788.546387
	Iteration 38Q: 3 clusters Score -243314.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -243317.468750 Penalty: 3788.546387
	Iteration 39Q: 3 clusters Score -243317.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -243319.687500 Penalty: 3788.546387
	Iteration 40F: 3 clusters Score -243319.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -243324.296875 Penalty: 3788.546387
	Iteration 41Q: 3 clusters Score -243324.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -243325.703125 Penalty: 3788.546387
	Iteration 42Q: 3 clusters Score -243325.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -243327.937500 Penalty: 3788.546387
	Iteration 43Q: 3 clusters Score -243327.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -243328.125000 Penalty: 3788.546387
	Iteration 44Q: 3 clusters Score -243328.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -243328.125000 Penalty: 3788.546387
	Iteration 45F: 3 clusters Score -243328.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Entering Unmasked Estep 
Score: -309732.625000 Penalty: 1954.533203
	Iteration 0F: 2 clusters Score -309732.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -306697.562500 Penalty: 3909.066406
	Iteration 0F: 3 clusters Score -306697.6 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -307337.500000 Penalty: 3909.066406
	Iteration 1F: 3 clusters Score -307337.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -307512.312500 Penalty: 3909.066406
	Iteration 2F: 3 clusters Score -307512.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -307622.031250 Penalty: 3909.066406
	Iteration 3F: 3 clusters Score -307622 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -307696.562500 Penalty: 3909.066406
	Iteration 4Q: 3 clusters Score -307696.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -307755.625000 Penalty: 3909.066406
	Iteration 5Q: 3 clusters Score -307755.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -307805.562500 Penalty: 3909.066406
	Iteration 6Q: 3 clusters Score -307805.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -307848.593750 Penalty: 3909.066406
	Iteration 7Q: 3 clusters Score -307848.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -307889.593750 Penalty: 3909.066406
	Iteration 8Q: 3 clusters Score -307889.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -307931.937500 Penalty: 3909.066406
	Iteration 9Q: 3 clusters Score -307931.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -307962.375000 Penalty: 3909.066406
	Iteration 10Q: 3 clusters Score -307962.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -307983.500000 Penalty: 3909.066406
	Iteration 11Q: 3 clusters Score -307983.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -307997.000000 Penalty: 3909.066406
	Iteration 12Q: 3 clusters Score -307997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -308004.250000 Penalty: 3909.066406
	Iteration 13Q: 3 clusters Score -308004.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -308010.562500 Penalty: 3909.066406
	Iteration 14Q: 3 clusters Score -308010.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -308016.656250 Penalty: 3909.066406
	Iteration 15Q: 3 clusters Score -308016.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -308020.718750 Penalty: 3909.066406
	Iteration 16Q: 3 clusters Score -308020.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -308027.187500 Penalty: 3909.066406
	Iteration 17Q: 3 clusters Score -308027.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -308029.468750 Penalty: 3909.066406
	Iteration 18Q: 3 clusters Score -308029.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -308029.593750 Penalty: 3909.066406
	Iteration 19Q: 3 clusters Score -308029.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -308030.468750 Penalty: 3909.066406
	Iteration 20F: 3 clusters Score -308030.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -308030.562500 Penalty: 3909.066406
	Iteration 21Q: 3 clusters Score -308030.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -308031.625000 Penalty: 3909.066406
	Iteration 22Q: 3 clusters Score -308031.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -308031.625000 Penalty: 3909.066406
	Iteration 23F: 3 clusters Score -308031.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Entering Unmasked Estep 
Score: -725590.375000 Penalty: 2161.619385
	Iteration 0F: 2 clusters Score -725590.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -720318.187500 Penalty: 4323.238770
	Iteration 0F: 3 clusters Score -720318.2 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -721682.187500 Penalty: 4323.238770
	Iteration 1F: 3 clusters Score -721682.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -721937.875000 Penalty: 4323.238770
	Iteration 2F: 3 clusters Score -721937.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -722103.937500 Penalty: 4323.238770
	Iteration 3Q: 3 clusters Score -722103.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -722242.062500 Penalty: 4323.238770
	Iteration 4Q: 3 clusters Score -722242.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -722364.062500 Penalty: 4323.238770
	Iteration 5Q: 3 clusters Score -722364.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -722512.562500 Penalty: 4323.238770
	Iteration 6Q: 3 clusters Score -722512.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -722673.500000 Penalty: 4323.238770
	Iteration 7Q: 3 clusters Score -722673.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -722840.562500 Penalty: 4323.238770
	Iteration 8Q: 3 clusters Score -722840.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -723028.687500 Penalty: 4323.238770
	Iteration 9Q: 3 clusters Score -723028.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -723216.250000 Penalty: 4323.238770
	Iteration 10Q: 3 clusters Score -723216.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -723388.812500 Penalty: 4323.238770
	Iteration 11Q: 3 clusters Score -723388.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -723558.625000 Penalty: 4323.238770
	Iteration 12Q: 3 clusters Score -723558.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -723694.000000 Penalty: 4323.238770
	Iteration 13Q: 3 clusters Score -723694 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -723780.187500 Penalty: 4323.238770
	Iteration 14Q: 3 clusters Score -723780.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -723836.625000 Penalty: 4323.238770
	Iteration 15Q: 3 clusters Score -723836.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -723875.187500 Penalty: 4323.238770
	Iteration 16Q: 3 clusters Score -723875.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -723902.250000 Penalty: 4323.238770
	Iteration 17Q: 3 clusters Score -723902.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -723925.812500 Penalty: 4323.238770
	Iteration 18Q: 3 clusters Score -723925.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -723939.750000 Penalty: 4323.238770
	Iteration 19Q: 3 clusters Score -723939.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -723949.312500 Penalty: 4323.238770
	Iteration 20F: 3 clusters Score -723949.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -723958.625000 Penalty: 4323.238770
	Iteration 21Q: 3 clusters Score -723958.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -723959.937500 Penalty: 4323.238770
	Iteration 22Q: 3 clusters Score -723959.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -723962.812500 Penalty: 4323.238770
	Iteration 23Q: 3 clusters Score -723962.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -723964.125000 Penalty: 4323.238770
	Iteration 24Q: 3 clusters Score -723964.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -723963.625000 Penalty: 4323.238770
	Iteration 25Q: 3 clusters Score -723963.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -723965.250000 Penalty: 4323.238770
	Iteration 26Q: 3 clusters Score -723965.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -723965.250000 Penalty: 4323.238770
	Iteration 27F: 3 clusters Score -723965.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -57567.386719 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -57567.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -56103.527344 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -56103.53 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -56392.046875 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -56392.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -56730.417969 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -56730.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -56874.738281 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -56874.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -56924.410156 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -56924.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -56955.292969 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -56955.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -56974.082031 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -56974.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -56980.296875 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -56980.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -56981.859375 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -56981.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -56983.382812 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -56983.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -56984.882812 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -56984.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -56986.597656 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -56986.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -56987.832031 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -56987.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -56988.734375 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -56988.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -56988.734375 Penalty: 3131.519775
	Iteration 14F: 3 clusters Score -56988.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (242247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242247 members 
Entering Unmasked Estep 
Score: -29801958.000000 Penalty: 3074.632812
	Iteration 0F: 2 clusters Score -2.980196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121526 members 
Mstep: Class 2 contains 120721 members 
Entering Unmasked Estep 
Score: -29645164.000000 Penalty: 6149.265625
	Iteration 0F: 3 clusters Score -2.964516e+07 nChanged 116644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125842 members 
Mstep: Class 2 contains 116405 members 
Entering Unmasked Estep 
Score: -29714208.000000 Penalty: 6149.265625
	Iteration 1F: 3 clusters Score -2.971421e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129292 members 
Mstep: Class 2 contains 112955 members 
Entering Unmasked Estep 
Score: -29715910.000000 Penalty: 6149.265625
	Iteration 2Q: 3 clusters Score -2.971591e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134763 members 
Mstep: Class 2 contains 107484 members 
Entering Unmasked Estep 
Score: -29718380.000000 Penalty: 6149.265625
	Iteration 3Q: 3 clusters Score -2.971838e+07 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143138 members 
Mstep: Class 2 contains 99109 members 
Entering Unmasked Estep 
Score: -29722322.000000 Penalty: 6149.265625
	Iteration 4Q: 3 clusters Score -2.972232e+07 nChanged 13024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155476 members 
Mstep: Class 2 contains 86771 members 
Entering Unmasked Estep 
Score: -29729636.000000 Penalty: 6149.265625
	Iteration 5F: 3 clusters Score -2.972964e+07 nChanged 17544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172740 members 
Mstep: Class 2 contains 69507 members 
Entering Unmasked Estep 
Score: -29742076.000000 Penalty: 6149.265625
	Iteration 6F: 3 clusters Score -2.974208e+07 nChanged 21174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193846 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -29759256.000000 Penalty: 6149.265625
	Iteration 7F: 3 clusters Score -2.975926e+07 nChanged 20558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214388 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -29776682.000000 Penalty: 6149.265625
	Iteration 8F: 3 clusters Score -2.977668e+07 nChanged 14651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229033 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -29788900.000000 Penalty: 6149.265625
	Iteration 9F: 3 clusters Score -2.97889e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236477 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -29794874.000000 Penalty: 6149.265625
	Iteration 10Q: 3 clusters Score -2.979487e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239540 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -29797370.000000 Penalty: 6149.265625
	Iteration 11Q: 3 clusters Score -2.979737e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240670 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -29798298.000000 Penalty: 6149.265625
	Iteration 12Q: 3 clusters Score -2.97983e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241117 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -29798850.000000 Penalty: 6149.265625
	Iteration 13Q: 3 clusters Score -2.979885e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241280 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -29799072.000000 Penalty: 6149.265625
	Iteration 14Q: 3 clusters Score -2.979907e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241362 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -29799236.000000 Penalty: 6149.265625
	Iteration 15Q: 3 clusters Score -2.979924e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241406 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -29799284.000000 Penalty: 6149.265625
	Iteration 16Q: 3 clusters Score -2.979928e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241444 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -29799316.000000 Penalty: 6149.265625
	Iteration 17Q: 3 clusters Score -2.979932e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241472 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -29799380.000000 Penalty: 6149.265625
	Iteration 18Q: 3 clusters Score -2.979938e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241490 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -29799428.000000 Penalty: 6149.265625
	Iteration 19Q: 3 clusters Score -2.979943e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241511 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -29799430.000000 Penalty: 6149.265625
	Iteration 20F: 3 clusters Score -2.979943e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241524 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -29799436.000000 Penalty: 6149.265625
	Iteration 21Q: 3 clusters Score -2.979944e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241536 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -29799456.000000 Penalty: 6149.265625
	Iteration 22Q: 3 clusters Score -2.979946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241542 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -29799434.000000 Penalty: 6149.265625
	Iteration 23Q: 3 clusters Score -2.979943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241549 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -29799474.000000 Penalty: 6149.265625
	Iteration 24Q: 3 clusters Score -2.979947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241552 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -29799488.000000 Penalty: 6149.265625
	Iteration 25Q: 3 clusters Score -2.979949e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241556 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -29799494.000000 Penalty: 6149.265625
	Iteration 26Q: 3 clusters Score -2.979949e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241566 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -29799504.000000 Penalty: 6149.265625
	Iteration 27Q: 3 clusters Score -2.97995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241571 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -29799510.000000 Penalty: 6149.265625
	Iteration 28Q: 3 clusters Score -2.979951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241574 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -29799524.000000 Penalty: 6149.265625
	Iteration 29Q: 3 clusters Score -2.979952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241576 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -29799556.000000 Penalty: 6149.265625
	Iteration 30Q: 3 clusters Score -2.979956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241578 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -29799560.000000 Penalty: 6149.265625
	Iteration 31Q: 3 clusters Score -2.979956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241577 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -29799538.000000 Penalty: 6149.265625
	Iteration 32Q: 3 clusters Score -2.979954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241577 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -29799538.000000 Penalty: 6149.265625
	Iteration 33Q: 3 clusters Score -2.979954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241576 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -29799542.000000 Penalty: 6149.265625
	Iteration 34Q: 3 clusters Score -2.979954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241576 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -29799530.000000 Penalty: 6149.265625
	Iteration 35Q: 3 clusters Score -2.979953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241576 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -29799544.000000 Penalty: 6149.265625
	Iteration 36Q: 3 clusters Score -2.979954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241575 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -29799546.000000 Penalty: 6149.265625
	Iteration 37Q: 3 clusters Score -2.979955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241577 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -29799542.000000 Penalty: 6149.265625
	Iteration 38Q: 3 clusters Score -2.979954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241578 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -29799562.000000 Penalty: 6149.265625
	Iteration 39Q: 3 clusters Score -2.979956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241578 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -29799562.000000 Penalty: 6149.265625
	Iteration 40F: 3 clusters Score -2.979956e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Entering Unmasked Estep 
Score: -1347405.875000 Penalty: 2305.354492
	Iteration 0F: 2 clusters Score -1347406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1339146.125000 Penalty: 4610.708984
	Iteration 0F: 3 clusters Score -1339146 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1341596.000000 Penalty: 4610.708984
	Iteration 1F: 3 clusters Score -1341596 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1342006.250000 Penalty: 4610.708984
	Iteration 2F: 3 clusters Score -1342006 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1342373.000000 Penalty: 4610.708984
	Iteration 3F: 3 clusters Score -1342373 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1342796.375000 Penalty: 4610.708984
	Iteration 4F: 3 clusters Score -1342796 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1343286.000000 Penalty: 4610.708984
	Iteration 5F: 3 clusters Score -1343286 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1343805.000000 Penalty: 4610.708984
	Iteration 6F: 3 clusters Score -1343805 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1344318.625000 Penalty: 4610.708984
	Iteration 7F: 3 clusters Score -1344319 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1344795.000000 Penalty: 4610.708984
	Iteration 8Q: 3 clusters Score -1344795 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1345172.125000 Penalty: 4610.708984
	Iteration 9Q: 3 clusters Score -1345172 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1345450.875000 Penalty: 4610.708984
	Iteration 10Q: 3 clusters Score -1345451 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1345604.750000 Penalty: 4610.708984
	Iteration 11Q: 3 clusters Score -1345605 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1345671.750000 Penalty: 4610.708984
	Iteration 12Q: 3 clusters Score -1345672 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1345713.625000 Penalty: 4610.708984
	Iteration 13Q: 3 clusters Score -1345714 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1345742.000000 Penalty: 4610.708984
	Iteration 14Q: 3 clusters Score -1345742 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1345754.875000 Penalty: 4610.708984
	Iteration 15Q: 3 clusters Score -1345755 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1345768.250000 Penalty: 4610.708984
	Iteration 16Q: 3 clusters Score -1345768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1345783.250000 Penalty: 4610.708984
	Iteration 17Q: 3 clusters Score -1345783 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1345796.000000 Penalty: 4610.708984
	Iteration 18Q: 3 clusters Score -1345796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1345801.500000 Penalty: 4610.708984
	Iteration 19Q: 3 clusters Score -1345802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1345803.500000 Penalty: 4610.708984
	Iteration 20F: 3 clusters Score -1345804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1345802.750000 Penalty: 4610.708984
	Iteration 21Q: 3 clusters Score -1345803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1345806.000000 Penalty: 4610.708984
	Iteration 22Q: 3 clusters Score -1345806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1345804.250000 Penalty: 4610.708984
	Iteration 23Q: 3 clusters Score -1345804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1345807.375000 Penalty: 4610.708984
	Iteration 24Q: 3 clusters Score -1345807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1345807.375000 Penalty: 4610.708984
	Iteration 25Q: 3 clusters Score -1345807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1345809.500000 Penalty: 4610.708984
	Iteration 26Q: 3 clusters Score -1345810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1345812.625000 Penalty: 4610.708984
	Iteration 27Q: 3 clusters Score -1345813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1345814.000000 Penalty: 4610.708984
	Iteration 28Q: 3 clusters Score -1345814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1345816.125000 Penalty: 4610.708984
	Iteration 29Q: 3 clusters Score -1345816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1345817.500000 Penalty: 4610.708984
	Iteration 30Q: 3 clusters Score -1345818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1345817.500000 Penalty: 4610.708984
	Iteration 31F: 3 clusters Score -1345818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -56208.566406 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -56208.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54715.691406 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -54715.69 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54927.523438 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -54927.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55005.324219 Penalty: 3070.396484
	Iteration 2F: 3 clusters Score -55005.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55036.421875 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -55036.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55066.847656 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -55066.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55093.816406 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -55093.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -55106.808594 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -55106.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -55113.531250 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -55113.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -55113.531250 Penalty: 3070.396484
	Iteration 8F: 3 clusters Score -55113.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -241744.468750 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -241744.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -238985.796875 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -238985.8 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -239737.390625 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -239737.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -240088.656250 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -240088.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -240355.265625 Penalty: 3846.647949
	Iteration 3F: 3 clusters Score -240355.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -240532.078125 Penalty: 3846.647949
	Iteration 4F: 3 clusters Score -240532.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -240642.828125 Penalty: 3846.647949
	Iteration 5Q: 3 clusters Score -240642.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -240713.890625 Penalty: 3846.647949
	Iteration 6Q: 3 clusters Score -240713.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -240770.828125 Penalty: 3846.647949
	Iteration 7Q: 3 clusters Score -240770.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -240803.343750 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -240803.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -240825.750000 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -240825.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -240846.718750 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -240846.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -240871.593750 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -240871.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -240885.890625 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -240885.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -240898.375000 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -240898.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -240905.015625 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -240905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -240914.281250 Penalty: 3846.647949
	Iteration 15Q: 3 clusters Score -240914.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -240925.765625 Penalty: 3846.647949
	Iteration 16Q: 3 clusters Score -240925.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -240938.078125 Penalty: 3846.647949
	Iteration 17Q: 3 clusters Score -240938.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -240945.546875 Penalty: 3846.647949
	Iteration 18Q: 3 clusters Score -240945.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -240948.593750 Penalty: 3846.647949
	Iteration 19Q: 3 clusters Score -240948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -240949.625000 Penalty: 3846.647949
	Iteration 20F: 3 clusters Score -240949.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -240950.031250 Penalty: 3846.647949
	Iteration 21Q: 3 clusters Score -240950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -240950.031250 Penalty: 3846.647949
	Iteration 22F: 3 clusters Score -240950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (215891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215891 members 
Entering Unmasked Estep 
Score: -26575696.000000 Penalty: 3046.067139
	Iteration 0F: 2 clusters Score -2.65757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107862 members 
Mstep: Class 2 contains 108029 members 
Entering Unmasked Estep 
Score: -26433016.000000 Penalty: 6092.134277
	Iteration 0F: 3 clusters Score -2.643302e+07 nChanged 104154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106872 members 
Mstep: Class 2 contains 109019 members 
Entering Unmasked Estep 
Score: -26495206.000000 Penalty: 6092.134277
	Iteration 1F: 3 clusters Score -2.649521e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106189 members 
Mstep: Class 2 contains 109702 members 
Entering Unmasked Estep 
Score: -26497276.000000 Penalty: 6092.134277
	Iteration 2Q: 3 clusters Score -2.649728e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105146 members 
Mstep: Class 2 contains 110745 members 
Entering Unmasked Estep 
Score: -26499918.000000 Penalty: 6092.134277
	Iteration 3Q: 3 clusters Score -2.649992e+07 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103815 members 
Mstep: Class 2 contains 112076 members 
Entering Unmasked Estep 
Score: -26503860.000000 Penalty: 6092.134277
	Iteration 4Q: 3 clusters Score -2.650386e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102095 members 
Mstep: Class 2 contains 113796 members 
Entering Unmasked Estep 
Score: -26509460.000000 Penalty: 6092.134277
	Iteration 5Q: 3 clusters Score -2.650946e+07 nChanged 12346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100231 members 
Mstep: Class 2 contains 115660 members 
Entering Unmasked Estep 
Score: -26517584.000000 Penalty: 6092.134277
	Iteration 6F: 3 clusters Score -2.651758e+07 nChanged 13812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98619 members 
Mstep: Class 2 contains 117272 members 
Entering Unmasked Estep 
Score: -26527758.000000 Penalty: 6092.134277
	Iteration 7F: 3 clusters Score -2.652776e+07 nChanged 14000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97523 members 
Mstep: Class 2 contains 118368 members 
Entering Unmasked Estep 
Score: -26537948.000000 Penalty: 6092.134277
	Iteration 8F: 3 clusters Score -2.653795e+07 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96857 members 
Mstep: Class 2 contains 119034 members 
Entering Unmasked Estep 
Score: -26543178.000000 Penalty: 6092.134277
	Iteration 9F: 3 clusters Score -2.654318e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 119446 members 
Entering Unmasked Estep 
Score: -26545388.000000 Penalty: 6092.134277
	Iteration 10Q: 3 clusters Score -2.654539e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96229 members 
Mstep: Class 2 contains 119662 members 
Entering Unmasked Estep 
Score: -26546404.000000 Penalty: 6092.134277
	Iteration 11Q: 3 clusters Score -2.65464e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96008 members 
Mstep: Class 2 contains 119883 members 
Entering Unmasked Estep 
Score: -26547358.000000 Penalty: 6092.134277
	Iteration 12Q: 3 clusters Score -2.654736e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95844 members 
Mstep: Class 2 contains 120047 members 
Entering Unmasked Estep 
Score: -26548258.000000 Penalty: 6092.134277
	Iteration 13Q: 3 clusters Score -2.654826e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95713 members 
Mstep: Class 2 contains 120178 members 
Entering Unmasked Estep 
Score: -26549362.000000 Penalty: 6092.134277
	Iteration 14Q: 3 clusters Score -2.654936e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95709 members 
Mstep: Class 2 contains 120182 members 
Entering Unmasked Estep 
Score: -26550584.000000 Penalty: 6092.134277
	Iteration 15Q: 3 clusters Score -2.655058e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95826 members 
Mstep: Class 2 contains 120065 members 
Entering Unmasked Estep 
Score: -26551764.000000 Penalty: 6092.134277
	Iteration 16Q: 3 clusters Score -2.655176e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96090 members 
Mstep: Class 2 contains 119801 members 
Entering Unmasked Estep 
Score: -26553056.000000 Penalty: 6092.134277
	Iteration 17Q: 3 clusters Score -2.655306e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96460 members 
Mstep: Class 2 contains 119431 members 
Entering Unmasked Estep 
Score: -26554342.000000 Penalty: 6092.134277
	Iteration 18Q: 3 clusters Score -2.655434e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97079 members 
Mstep: Class 2 contains 118812 members 
Entering Unmasked Estep 
Score: -26555532.000000 Penalty: 6092.134277
	Iteration 19Q: 3 clusters Score -2.655553e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97974 members 
Mstep: Class 2 contains 117917 members 
Entering Unmasked Estep 
Score: -26556702.000000 Penalty: 6092.134277
	Iteration 20F: 3 clusters Score -2.65567e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99132 members 
Mstep: Class 2 contains 116759 members 
Entering Unmasked Estep 
Score: -26557940.000000 Penalty: 6092.134277
	Iteration 21Q: 3 clusters Score -2.655794e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100408 members 
Mstep: Class 2 contains 115483 members 
Entering Unmasked Estep 
Score: -26559324.000000 Penalty: 6092.134277
	Iteration 22Q: 3 clusters Score -2.655932e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101845 members 
Mstep: Class 2 contains 114046 members 
Entering Unmasked Estep 
Score: -26560826.000000 Penalty: 6092.134277
	Iteration 23Q: 3 clusters Score -2.656083e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103355 members 
Mstep: Class 2 contains 112536 members 
Entering Unmasked Estep 
Score: -26562562.000000 Penalty: 6092.134277
	Iteration 24Q: 3 clusters Score -2.656256e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104788 members 
Mstep: Class 2 contains 111103 members 
Entering Unmasked Estep 
Score: -26563852.000000 Penalty: 6092.134277
	Iteration 25Q: 3 clusters Score -2.656385e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106073 members 
Mstep: Class 2 contains 109818 members 
Entering Unmasked Estep 
Score: -26564896.000000 Penalty: 6092.134277
	Iteration 26Q: 3 clusters Score -2.65649e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107105 members 
Mstep: Class 2 contains 108786 members 
Entering Unmasked Estep 
Score: -26565440.000000 Penalty: 6092.134277
	Iteration 27Q: 3 clusters Score -2.656544e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108028 members 
Mstep: Class 2 contains 107863 members 
Entering Unmasked Estep 
Score: -26565814.000000 Penalty: 6092.134277
	Iteration 28Q: 3 clusters Score -2.656581e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108890 members 
Mstep: Class 2 contains 107001 members 
Entering Unmasked Estep 
Score: -26566096.000000 Penalty: 6092.134277
	Iteration 29Q: 3 clusters Score -2.65661e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109638 members 
Mstep: Class 2 contains 106253 members 
Entering Unmasked Estep 
Score: -26566284.000000 Penalty: 6092.134277
	Iteration 30Q: 3 clusters Score -2.656628e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110396 members 
Mstep: Class 2 contains 105495 members 
Entering Unmasked Estep 
Score: -26566282.000000 Penalty: 6092.134277
	Iteration 31Q: 3 clusters Score -2.656628e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111116 members 
Mstep: Class 2 contains 104775 members 
Entering Unmasked Estep 
Score: -26566244.000000 Penalty: 6092.134277
	Iteration 32Q: 3 clusters Score -2.656624e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111830 members 
Mstep: Class 2 contains 104061 members 
Entering Unmasked Estep 
Score: -26566384.000000 Penalty: 6092.134277
	Iteration 33Q: 3 clusters Score -2.656638e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112542 members 
Mstep: Class 2 contains 103349 members 
Entering Unmasked Estep 
Score: -26566424.000000 Penalty: 6092.134277
	Iteration 34Q: 3 clusters Score -2.656642e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113260 members 
Mstep: Class 2 contains 102631 members 
Entering Unmasked Estep 
Score: -26566318.000000 Penalty: 6092.134277
	Iteration 35Q: 3 clusters Score -2.656632e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113971 members 
Mstep: Class 2 contains 101920 members 
Entering Unmasked Estep 
Score: -26566338.000000 Penalty: 6092.134277
	Iteration 36Q: 3 clusters Score -2.656634e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114651 members 
Mstep: Class 2 contains 101240 members 
Entering Unmasked Estep 
Score: -26566306.000000 Penalty: 6092.134277
	Iteration 37Q: 3 clusters Score -2.656631e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115325 members 
Mstep: Class 2 contains 100566 members 
Entering Unmasked Estep 
Score: -26566344.000000 Penalty: 6092.134277
	Iteration 38Q: 3 clusters Score -2.656634e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115979 members 
Mstep: Class 2 contains 99912 members 
Entering Unmasked Estep 
Score: -26566486.000000 Penalty: 6092.134277
	Iteration 39Q: 3 clusters Score -2.656649e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116608 members 
Mstep: Class 2 contains 99283 members 
Entering Unmasked Estep 
Score: -26566512.000000 Penalty: 6092.134277
	Iteration 40F: 3 clusters Score -2.656651e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117283 members 
Mstep: Class 2 contains 98608 members 
Entering Unmasked Estep 
Score: -26566594.000000 Penalty: 6092.134277
	Iteration 41Q: 3 clusters Score -2.656659e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117977 members 
Mstep: Class 2 contains 97914 members 
Entering Unmasked Estep 
Score: -26566596.000000 Penalty: 6092.134277
	Iteration 42Q: 3 clusters Score -2.65666e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118742 members 
Mstep: Class 2 contains 97149 members 
Entering Unmasked Estep 
Score: -26566648.000000 Penalty: 6092.134277
	Iteration 43Q: 3 clusters Score -2.656665e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119541 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -26566698.000000 Penalty: 6092.134277
	Iteration 44Q: 3 clusters Score -2.65667e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120336 members 
Mstep: Class 2 contains 95555 members 
Entering Unmasked Estep 
Score: -26566704.000000 Penalty: 6092.134277
	Iteration 45Q: 3 clusters Score -2.65667e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121121 members 
Mstep: Class 2 contains 94770 members 
Entering Unmasked Estep 
Score: -26566682.000000 Penalty: 6092.134277
	Iteration 46Q: 3 clusters Score -2.656668e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121975 members 
Mstep: Class 2 contains 93916 members 
Entering Unmasked Estep 
Score: -26566722.000000 Penalty: 6092.134277
	Iteration 47Q: 3 clusters Score -2.656672e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122836 members 
Mstep: Class 2 contains 93055 members 
Entering Unmasked Estep 
Score: -26566800.000000 Penalty: 6092.134277
	Iteration 48Q: 3 clusters Score -2.65668e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123737 members 
Mstep: Class 2 contains 92154 members 
Entering Unmasked Estep 
Score: -26566900.000000 Penalty: 6092.134277
	Iteration 49Q: 3 clusters Score -2.65669e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124660 members 
Mstep: Class 2 contains 91231 members 
Entering Unmasked Estep 
Score: -26567088.000000 Penalty: 6092.134277
	Iteration 50Q: 3 clusters Score -2.656709e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125639 members 
Mstep: Class 2 contains 90252 members 
Entering Unmasked Estep 
Score: -26567038.000000 Penalty: 6092.134277
	Iteration 51Q: 3 clusters Score -2.656704e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126621 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -26567140.000000 Penalty: 6092.134277
	Iteration 52Q: 3 clusters Score -2.656714e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127592 members 
Mstep: Class 2 contains 88299 members 
Entering Unmasked Estep 
Score: -26567248.000000 Penalty: 6092.134277
	Iteration 53Q: 3 clusters Score -2.656725e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128527 members 
Mstep: Class 2 contains 87364 members 
Entering Unmasked Estep 
Score: -26567272.000000 Penalty: 6092.134277
	Iteration 54Q: 3 clusters Score -2.656727e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129459 members 
Mstep: Class 2 contains 86432 members 
Entering Unmasked Estep 
Score: -26567316.000000 Penalty: 6092.134277
	Iteration 55Q: 3 clusters Score -2.656732e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130416 members 
Mstep: Class 2 contains 85475 members 
Entering Unmasked Estep 
Score: -26567322.000000 Penalty: 6092.134277
	Iteration 56Q: 3 clusters Score -2.656732e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131407 members 
Mstep: Class 2 contains 84484 members 
Entering Unmasked Estep 
Score: -26567296.000000 Penalty: 6092.134277
	Iteration 57Q: 3 clusters Score -2.65673e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132475 members 
Mstep: Class 2 contains 83416 members 
Entering Unmasked Estep 
Score: -26567334.000000 Penalty: 6092.134277
	Iteration 58Q: 3 clusters Score -2.656733e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133521 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -26567338.000000 Penalty: 6092.134277
	Iteration 59Q: 3 clusters Score -2.656734e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134553 members 
Mstep: Class 2 contains 81338 members 
Entering Unmasked Estep 
Score: -26567402.000000 Penalty: 6092.134277
	Iteration 60F: 3 clusters Score -2.65674e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135598 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -26567590.000000 Penalty: 6092.134277
	Iteration 61Q: 3 clusters Score -2.656759e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136653 members 
Mstep: Class 2 contains 79238 members 
Entering Unmasked Estep 
Score: -26567764.000000 Penalty: 6092.134277
	Iteration 62Q: 3 clusters Score -2.656776e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137714 members 
Mstep: Class 2 contains 78177 members 
Entering Unmasked Estep 
Score: -26567846.000000 Penalty: 6092.134277
	Iteration 63Q: 3 clusters Score -2.656785e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138812 members 
Mstep: Class 2 contains 77079 members 
Entering Unmasked Estep 
Score: -26567970.000000 Penalty: 6092.134277
	Iteration 64Q: 3 clusters Score -2.656797e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139886 members 
Mstep: Class 2 contains 76005 members 
Entering Unmasked Estep 
Score: -26568064.000000 Penalty: 6092.134277
	Iteration 65Q: 3 clusters Score -2.656806e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140915 members 
Mstep: Class 2 contains 74976 members 
Entering Unmasked Estep 
Score: -26568218.000000 Penalty: 6092.134277
	Iteration 66Q: 3 clusters Score -2.656822e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141957 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -26568392.000000 Penalty: 6092.134277
	Iteration 67Q: 3 clusters Score -2.656839e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143022 members 
Mstep: Class 2 contains 72869 members 
Entering Unmasked Estep 
Score: -26568490.000000 Penalty: 6092.134277
	Iteration 68Q: 3 clusters Score -2.656849e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144020 members 
Mstep: Class 2 contains 71871 members 
Entering Unmasked Estep 
Score: -26568492.000000 Penalty: 6092.134277
	Iteration 69Q: 3 clusters Score -2.656849e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145086 members 
Mstep: Class 2 contains 70805 members 
Entering Unmasked Estep 
Score: -26568474.000000 Penalty: 6092.134277
	Iteration 70Q: 3 clusters Score -2.656847e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146185 members 
Mstep: Class 2 contains 69706 members 
Entering Unmasked Estep 
Score: -26568512.000000 Penalty: 6092.134277
	Iteration 71Q: 3 clusters Score -2.656851e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147290 members 
Mstep: Class 2 contains 68601 members 
Entering Unmasked Estep 
Score: -26568626.000000 Penalty: 6092.134277
	Iteration 72Q: 3 clusters Score -2.656863e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148358 members 
Mstep: Class 2 contains 67533 members 
Entering Unmasked Estep 
Score: -26568712.000000 Penalty: 6092.134277
	Iteration 73Q: 3 clusters Score -2.656871e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149411 members 
Mstep: Class 2 contains 66480 members 
Entering Unmasked Estep 
Score: -26568778.000000 Penalty: 6092.134277
	Iteration 74Q: 3 clusters Score -2.656878e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150459 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -26568788.000000 Penalty: 6092.134277
	Iteration 75Q: 3 clusters Score -2.656879e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151544 members 
Mstep: Class 2 contains 64347 members 
Entering Unmasked Estep 
Score: -26568728.000000 Penalty: 6092.134277
	Iteration 76Q: 3 clusters Score -2.656873e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152580 members 
Mstep: Class 2 contains 63311 members 
Entering Unmasked Estep 
Score: -26568756.000000 Penalty: 6092.134277
	Iteration 77Q: 3 clusters Score -2.656876e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153621 members 
Mstep: Class 2 contains 62270 members 
Entering Unmasked Estep 
Score: -26568808.000000 Penalty: 6092.134277
	Iteration 78Q: 3 clusters Score -2.656881e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154700 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -26568848.000000 Penalty: 6092.134277
	Iteration 79Q: 3 clusters Score -2.656885e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155781 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -26568914.000000 Penalty: 6092.134277
	Iteration 80F: 3 clusters Score -2.656891e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156915 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -26569094.000000 Penalty: 6092.134277
	Iteration 81Q: 3 clusters Score -2.656909e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158053 members 
Mstep: Class 2 contains 57838 members 
Entering Unmasked Estep 
Score: -26569126.000000 Penalty: 6092.134277
	Iteration 82Q: 3 clusters Score -2.656913e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159198 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -26569216.000000 Penalty: 6092.134277
	Iteration 83Q: 3 clusters Score -2.656922e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160292 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -26569460.000000 Penalty: 6092.134277
	Iteration 84Q: 3 clusters Score -2.656946e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161413 members 
Mstep: Class 2 contains 54478 members 
Entering Unmasked Estep 
Score: -26569490.000000 Penalty: 6092.134277
	Iteration 85Q: 3 clusters Score -2.656949e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162499 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -26569586.000000 Penalty: 6092.134277
	Iteration 86Q: 3 clusters Score -2.656959e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163573 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -26569778.000000 Penalty: 6092.134277
	Iteration 87Q: 3 clusters Score -2.656978e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164620 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -26569792.000000 Penalty: 6092.134277
	Iteration 88Q: 3 clusters Score -2.656979e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165680 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -26569860.000000 Penalty: 6092.134277
	Iteration 89Q: 3 clusters Score -2.656986e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166710 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -26570014.000000 Penalty: 6092.134277
	Iteration 90Q: 3 clusters Score -2.657001e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167749 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -26570132.000000 Penalty: 6092.134277
	Iteration 91Q: 3 clusters Score -2.657013e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168755 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -26570206.000000 Penalty: 6092.134277
	Iteration 92Q: 3 clusters Score -2.657021e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169725 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -26570380.000000 Penalty: 6092.134277
	Iteration 93Q: 3 clusters Score -2.657038e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170720 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -26570482.000000 Penalty: 6092.134277
	Iteration 94Q: 3 clusters Score -2.657048e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171715 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -26570560.000000 Penalty: 6092.134277
	Iteration 95Q: 3 clusters Score -2.657056e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172705 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -26570650.000000 Penalty: 6092.134277
	Iteration 96Q: 3 clusters Score -2.657065e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173768 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -26570696.000000 Penalty: 6092.134277
	Iteration 97Q: 3 clusters Score -2.65707e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174827 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -26570856.000000 Penalty: 6092.134277
	Iteration 98Q: 3 clusters Score -2.657086e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175864 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -26570956.000000 Penalty: 6092.134277
	Iteration 99Q: 3 clusters Score -2.657096e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176875 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -26571046.000000 Penalty: 6092.134277
	Iteration 100F: 3 clusters Score -2.657105e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177850 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -26571348.000000 Penalty: 6092.134277
	Iteration 101Q: 3 clusters Score -2.657135e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178813 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -26571448.000000 Penalty: 6092.134277
	Iteration 102Q: 3 clusters Score -2.657145e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179772 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -26571568.000000 Penalty: 6092.134277
	Iteration 103Q: 3 clusters Score -2.657157e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180679 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -26571702.000000 Penalty: 6092.134277
	Iteration 104Q: 3 clusters Score -2.65717e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181556 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -26571656.000000 Penalty: 6092.134277
	Iteration 105Q: 3 clusters Score -2.657166e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182395 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -26571808.000000 Penalty: 6092.134277
	Iteration 106Q: 3 clusters Score -2.657181e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183175 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -26571836.000000 Penalty: 6092.134277
	Iteration 107Q: 3 clusters Score -2.657184e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183946 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -26571862.000000 Penalty: 6092.134277
	Iteration 108Q: 3 clusters Score -2.657186e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184720 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -26571866.000000 Penalty: 6092.134277
	Iteration 109Q: 3 clusters Score -2.657187e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185494 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -26572022.000000 Penalty: 6092.134277
	Iteration 110Q: 3 clusters Score -2.657202e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186226 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -26572008.000000 Penalty: 6092.134277
	Iteration 111Q: 3 clusters Score -2.657201e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186921 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -26571998.000000 Penalty: 6092.134277
	Iteration 112Q: 3 clusters Score -2.6572e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187596 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -26571988.000000 Penalty: 6092.134277
	Iteration 113Q: 3 clusters Score -2.657199e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188199 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -26571964.000000 Penalty: 6092.134277
	Iteration 114Q: 3 clusters Score -2.657196e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188770 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -26571968.000000 Penalty: 6092.134277
	Iteration 115Q: 3 clusters Score -2.657197e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189326 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -26571996.000000 Penalty: 6092.134277
	Iteration 116Q: 3 clusters Score -2.6572e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189905 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -26572098.000000 Penalty: 6092.134277
	Iteration 117Q: 3 clusters Score -2.65721e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190395 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -26572118.000000 Penalty: 6092.134277
	Iteration 118Q: 3 clusters Score -2.657212e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190881 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -26572156.000000 Penalty: 6092.134277
	Iteration 119Q: 3 clusters Score -2.657216e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191367 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -26572216.000000 Penalty: 6092.134277
	Iteration 120F: 3 clusters Score -2.657222e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191860 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -26572202.000000 Penalty: 6092.134277
	Iteration 121Q: 3 clusters Score -2.65722e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192316 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -26572172.000000 Penalty: 6092.134277
	Iteration 122Q: 3 clusters Score -2.657217e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192758 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -26572258.000000 Penalty: 6092.134277
	Iteration 123Q: 3 clusters Score -2.657226e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193151 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -26572254.000000 Penalty: 6092.134277
	Iteration 124Q: 3 clusters Score -2.657225e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193538 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -26572258.000000 Penalty: 6092.134277
	Iteration 125Q: 3 clusters Score -2.657226e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193900 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -26572206.000000 Penalty: 6092.134277
	Iteration 126Q: 3 clusters Score -2.657221e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194240 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -26572198.000000 Penalty: 6092.134277
	Iteration 127Q: 3 clusters Score -2.65722e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194592 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -26572218.000000 Penalty: 6092.134277
	Iteration 128Q: 3 clusters Score -2.657222e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194932 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -26572238.000000 Penalty: 6092.134277
	Iteration 129Q: 3 clusters Score -2.657224e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195231 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -26572208.000000 Penalty: 6092.134277
	Iteration 130Q: 3 clusters Score -2.657221e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195489 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -26572270.000000 Penalty: 6092.134277
	Iteration 131Q: 3 clusters Score -2.657227e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195737 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -26572208.000000 Penalty: 6092.134277
	Iteration 132Q: 3 clusters Score -2.657221e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195958 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -26572228.000000 Penalty: 6092.134277
	Iteration 133Q: 3 clusters Score -2.657223e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196160 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -26572312.000000 Penalty: 6092.134277
	Iteration 134Q: 3 clusters Score -2.657231e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196353 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -26572314.000000 Penalty: 6092.134277
	Iteration 135Q: 3 clusters Score -2.657231e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196556 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -26572328.000000 Penalty: 6092.134277
	Iteration 136Q: 3 clusters Score -2.657233e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196754 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -26572344.000000 Penalty: 6092.134277
	Iteration 137Q: 3 clusters Score -2.657234e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196953 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -26572434.000000 Penalty: 6092.134277
	Iteration 138Q: 3 clusters Score -2.657243e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197155 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -26572414.000000 Penalty: 6092.134277
	Iteration 139Q: 3 clusters Score -2.657241e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197349 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -26572358.000000 Penalty: 6092.134277
	Iteration 140F: 3 clusters Score -2.657236e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197558 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -26572382.000000 Penalty: 6092.134277
	Iteration 141Q: 3 clusters Score -2.657238e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197762 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -26572402.000000 Penalty: 6092.134277
	Iteration 142Q: 3 clusters Score -2.65724e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197981 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -26572360.000000 Penalty: 6092.134277
	Iteration 143Q: 3 clusters Score -2.657236e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198211 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -26572352.000000 Penalty: 6092.134277
	Iteration 144Q: 3 clusters Score -2.657235e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198464 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -26572336.000000 Penalty: 6092.134277
	Iteration 145Q: 3 clusters Score -2.657234e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198682 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -26572308.000000 Penalty: 6092.134277
	Iteration 146Q: 3 clusters Score -2.657231e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198908 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -26572320.000000 Penalty: 6092.134277
	Iteration 147Q: 3 clusters Score -2.657232e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199137 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -26572308.000000 Penalty: 6092.134277
	Iteration 148Q: 3 clusters Score -2.657231e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199345 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -26572304.000000 Penalty: 6092.134277
	Iteration 149Q: 3 clusters Score -2.65723e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199535 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -26572282.000000 Penalty: 6092.134277
	Iteration 150Q: 3 clusters Score -2.657228e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199745 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -26572268.000000 Penalty: 6092.134277
	Iteration 151Q: 3 clusters Score -2.657227e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199941 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -26572278.000000 Penalty: 6092.134277
	Iteration 152Q: 3 clusters Score -2.657228e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200132 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -26572290.000000 Penalty: 6092.134277
	Iteration 153Q: 3 clusters Score -2.657229e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200296 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -26572270.000000 Penalty: 6092.134277
	Iteration 154Q: 3 clusters Score -2.657227e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200467 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -26572250.000000 Penalty: 6092.134277
	Iteration 155Q: 3 clusters Score -2.657225e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200616 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -26572270.000000 Penalty: 6092.134277
	Iteration 156Q: 3 clusters Score -2.657227e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200748 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -26572276.000000 Penalty: 6092.134277
	Iteration 157Q: 3 clusters Score -2.657228e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200888 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -26572320.000000 Penalty: 6092.134277
	Iteration 158Q: 3 clusters Score -2.657232e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201007 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -26572328.000000 Penalty: 6092.134277
	Iteration 159Q: 3 clusters Score -2.657233e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201122 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -26572314.000000 Penalty: 6092.134277
	Iteration 160F: 3 clusters Score -2.657231e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201232 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -26572320.000000 Penalty: 6092.134277
	Iteration 161Q: 3 clusters Score -2.657232e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201325 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -26572304.000000 Penalty: 6092.134277
	Iteration 162Q: 3 clusters Score -2.65723e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201427 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -26572286.000000 Penalty: 6092.134277
	Iteration 163Q: 3 clusters Score -2.657229e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201541 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -26572266.000000 Penalty: 6092.134277
	Iteration 164Q: 3 clusters Score -2.657227e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201645 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -26572256.000000 Penalty: 6092.134277
	Iteration 165Q: 3 clusters Score -2.657226e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201768 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -26572212.000000 Penalty: 6092.134277
	Iteration 166Q: 3 clusters Score -2.657221e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201877 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -26572218.000000 Penalty: 6092.134277
	Iteration 167Q: 3 clusters Score -2.657222e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201974 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -26572248.000000 Penalty: 6092.134277
	Iteration 168Q: 3 clusters Score -2.657225e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202054 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -26572248.000000 Penalty: 6092.134277
	Iteration 169Q: 3 clusters Score -2.657225e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202126 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -26572262.000000 Penalty: 6092.134277
	Iteration 170Q: 3 clusters Score -2.657226e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202189 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -26572294.000000 Penalty: 6092.134277
	Iteration 171Q: 3 clusters Score -2.657229e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202245 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -26572260.000000 Penalty: 6092.134277
	Iteration 172Q: 3 clusters Score -2.657226e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202305 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -26572274.000000 Penalty: 6092.134277
	Iteration 173Q: 3 clusters Score -2.657227e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202359 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -26572280.000000 Penalty: 6092.134277
	Iteration 174Q: 3 clusters Score -2.657228e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202404 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -26572274.000000 Penalty: 6092.134277
	Iteration 175Q: 3 clusters Score -2.657227e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202449 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -26572256.000000 Penalty: 6092.134277
	Iteration 176Q: 3 clusters Score -2.657226e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202495 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -26572250.000000 Penalty: 6092.134277
	Iteration 177Q: 3 clusters Score -2.657225e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202539 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -26572236.000000 Penalty: 6092.134277
	Iteration 178Q: 3 clusters Score -2.657224e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202576 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -26572246.000000 Penalty: 6092.134277
	Iteration 179Q: 3 clusters Score -2.657225e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202614 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -26572284.000000 Penalty: 6092.134277
	Iteration 180F: 3 clusters Score -2.657228e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202655 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -26572278.000000 Penalty: 6092.134277
	Iteration 181Q: 3 clusters Score -2.657228e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202699 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -26572306.000000 Penalty: 6092.134277
	Iteration 182Q: 3 clusters Score -2.657231e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202748 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -26572292.000000 Penalty: 6092.134277
	Iteration 183Q: 3 clusters Score -2.657229e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202796 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -26572270.000000 Penalty: 6092.134277
	Iteration 184Q: 3 clusters Score -2.657227e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202837 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -26572242.000000 Penalty: 6092.134277
	Iteration 185Q: 3 clusters Score -2.657224e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202876 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -26572256.000000 Penalty: 6092.134277
	Iteration 186Q: 3 clusters Score -2.657226e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202920 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -26572278.000000 Penalty: 6092.134277
	Iteration 187Q: 3 clusters Score -2.657228e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202955 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -26572272.000000 Penalty: 6092.134277
	Iteration 188Q: 3 clusters Score -2.657227e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202996 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -26572278.000000 Penalty: 6092.134277
	Iteration 189Q: 3 clusters Score -2.657228e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203043 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -26572270.000000 Penalty: 6092.134277
	Iteration 190Q: 3 clusters Score -2.657227e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203084 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -26572282.000000 Penalty: 6092.134277
	Iteration 191Q: 3 clusters Score -2.657228e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203124 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -26572296.000000 Penalty: 6092.134277
	Iteration 192Q: 3 clusters Score -2.65723e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203175 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -26572268.000000 Penalty: 6092.134277
	Iteration 193Q: 3 clusters Score -2.657227e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203233 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -26572258.000000 Penalty: 6092.134277
	Iteration 194Q: 3 clusters Score -2.657226e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203283 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -26572222.000000 Penalty: 6092.134277
	Iteration 195Q: 3 clusters Score -2.657222e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203335 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -26572194.000000 Penalty: 6092.134277
	Iteration 196Q: 3 clusters Score -2.657219e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203378 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -26572182.000000 Penalty: 6092.134277
	Iteration 197Q: 3 clusters Score -2.657218e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203419 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -26572170.000000 Penalty: 6092.134277
	Iteration 198Q: 3 clusters Score -2.657217e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203464 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -26572156.000000 Penalty: 6092.134277
	Iteration 199Q: 3 clusters Score -2.657216e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203514 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -26572118.000000 Penalty: 6092.134277
	Iteration 200F: 3 clusters Score -2.657212e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203572 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -26572160.000000 Penalty: 6092.134277
	Iteration 201Q: 3 clusters Score -2.657216e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203622 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -26572174.000000 Penalty: 6092.134277
	Iteration 202Q: 3 clusters Score -2.657217e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203673 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -26572178.000000 Penalty: 6092.134277
	Iteration 203Q: 3 clusters Score -2.657218e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203737 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -26572204.000000 Penalty: 6092.134277
	Iteration 204Q: 3 clusters Score -2.65722e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203809 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -26572188.000000 Penalty: 6092.134277
	Iteration 205Q: 3 clusters Score -2.657219e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203867 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -26572172.000000 Penalty: 6092.134277
	Iteration 206Q: 3 clusters Score -2.657217e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203919 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -26572176.000000 Penalty: 6092.134277
	Iteration 207Q: 3 clusters Score -2.657218e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203968 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -26572190.000000 Penalty: 6092.134277
	Iteration 208Q: 3 clusters Score -2.657219e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204010 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -26572180.000000 Penalty: 6092.134277
	Iteration 209Q: 3 clusters Score -2.657218e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204056 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -26572154.000000 Penalty: 6092.134277
	Iteration 210Q: 3 clusters Score -2.657215e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204103 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -26572142.000000 Penalty: 6092.134277
	Iteration 211Q: 3 clusters Score -2.657214e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204139 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -26572136.000000 Penalty: 6092.134277
	Iteration 212Q: 3 clusters Score -2.657214e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204181 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -26572146.000000 Penalty: 6092.134277
	Iteration 213Q: 3 clusters Score -2.657215e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204229 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -26572120.000000 Penalty: 6092.134277
	Iteration 214Q: 3 clusters Score -2.657212e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204281 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -26572116.000000 Penalty: 6092.134277
	Iteration 215Q: 3 clusters Score -2.657212e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204325 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -26572108.000000 Penalty: 6092.134277
	Iteration 216Q: 3 clusters Score -2.657211e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204365 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -26572124.000000 Penalty: 6092.134277
	Iteration 217Q: 3 clusters Score -2.657212e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204409 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -26572082.000000 Penalty: 6092.134277
	Iteration 218Q: 3 clusters Score -2.657208e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204447 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -26572066.000000 Penalty: 6092.134277
	Iteration 219Q: 3 clusters Score -2.657207e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204500 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -26572078.000000 Penalty: 6092.134277
	Iteration 220F: 3 clusters Score -2.657208e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204558 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -26572102.000000 Penalty: 6092.134277
	Iteration 221Q: 3 clusters Score -2.65721e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204613 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -26572116.000000 Penalty: 6092.134277
	Iteration 222Q: 3 clusters Score -2.657212e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204692 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -26572138.000000 Penalty: 6092.134277
	Iteration 223Q: 3 clusters Score -2.657214e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204784 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -26572142.000000 Penalty: 6092.134277
	Iteration 224Q: 3 clusters Score -2.657214e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204882 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -26572098.000000 Penalty: 6092.134277
	Iteration 225Q: 3 clusters Score -2.65721e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204978 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -26572130.000000 Penalty: 6092.134277
	Iteration 226Q: 3 clusters Score -2.657213e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205072 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -26572168.000000 Penalty: 6092.134277
	Iteration 227Q: 3 clusters Score -2.657217e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205179 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -26572180.000000 Penalty: 6092.134277
	Iteration 228Q: 3 clusters Score -2.657218e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205277 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -26572180.000000 Penalty: 6092.134277
	Iteration 229Q: 3 clusters Score -2.657218e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205370 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -26572182.000000 Penalty: 6092.134277
	Iteration 230Q: 3 clusters Score -2.657218e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205478 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -26572190.000000 Penalty: 6092.134277
	Iteration 231Q: 3 clusters Score -2.657219e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205567 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -26572264.000000 Penalty: 6092.134277
	Iteration 232Q: 3 clusters Score -2.657226e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205650 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -26572240.000000 Penalty: 6092.134277
	Iteration 233Q: 3 clusters Score -2.657224e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205735 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -26572256.000000 Penalty: 6092.134277
	Iteration 234Q: 3 clusters Score -2.657226e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205825 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -26572276.000000 Penalty: 6092.134277
	Iteration 235Q: 3 clusters Score -2.657228e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205917 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -26572284.000000 Penalty: 6092.134277
	Iteration 236Q: 3 clusters Score -2.657228e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206017 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -26572276.000000 Penalty: 6092.134277
	Iteration 237Q: 3 clusters Score -2.657228e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206120 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -26572314.000000 Penalty: 6092.134277
	Iteration 238Q: 3 clusters Score -2.657231e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206211 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -26572342.000000 Penalty: 6092.134277
	Iteration 239Q: 3 clusters Score -2.657234e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206316 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -26572340.000000 Penalty: 6092.134277
	Iteration 240F: 3 clusters Score -2.657234e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206401 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -26572346.000000 Penalty: 6092.134277
	Iteration 241Q: 3 clusters Score -2.657235e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206493 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -26572342.000000 Penalty: 6092.134277
	Iteration 242Q: 3 clusters Score -2.657234e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206585 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -26572372.000000 Penalty: 6092.134277
	Iteration 243Q: 3 clusters Score -2.657237e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206695 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -26572382.000000 Penalty: 6092.134277
	Iteration 244Q: 3 clusters Score -2.657238e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206789 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -26572372.000000 Penalty: 6092.134277
	Iteration 245Q: 3 clusters Score -2.657237e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206877 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -26572396.000000 Penalty: 6092.134277
	Iteration 246Q: 3 clusters Score -2.65724e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206970 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -26572388.000000 Penalty: 6092.134277
	Iteration 247Q: 3 clusters Score -2.657239e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207061 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -26572406.000000 Penalty: 6092.134277
	Iteration 248Q: 3 clusters Score -2.657241e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207152 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -26572438.000000 Penalty: 6092.134277
	Iteration 249Q: 3 clusters Score -2.657244e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207253 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -26572436.000000 Penalty: 6092.134277
	Iteration 250Q: 3 clusters Score -2.657244e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207350 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -26572394.000000 Penalty: 6092.134277
	Iteration 251Q: 3 clusters Score -2.657239e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207439 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -26572420.000000 Penalty: 6092.134277
	Iteration 252Q: 3 clusters Score -2.657242e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207533 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -26572412.000000 Penalty: 6092.134277
	Iteration 253Q: 3 clusters Score -2.657241e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207620 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -26572446.000000 Penalty: 6092.134277
	Iteration 254Q: 3 clusters Score -2.657245e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207711 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -26572434.000000 Penalty: 6092.134277
	Iteration 255Q: 3 clusters Score -2.657243e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207798 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -26572442.000000 Penalty: 6092.134277
	Iteration 256Q: 3 clusters Score -2.657244e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207886 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -26572428.000000 Penalty: 6092.134277
	Iteration 257Q: 3 clusters Score -2.657243e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207968 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -26572426.000000 Penalty: 6092.134277
	Iteration 258Q: 3 clusters Score -2.657243e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208047 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -26572438.000000 Penalty: 6092.134277
	Iteration 259Q: 3 clusters Score -2.657244e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208120 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -26572416.000000 Penalty: 6092.134277
	Iteration 260F: 3 clusters Score -2.657242e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208210 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -26572394.000000 Penalty: 6092.134277
	Iteration 261Q: 3 clusters Score -2.657239e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208282 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -26572384.000000 Penalty: 6092.134277
	Iteration 262Q: 3 clusters Score -2.657238e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208347 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -26572410.000000 Penalty: 6092.134277
	Iteration 263Q: 3 clusters Score -2.657241e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208411 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -26572460.000000 Penalty: 6092.134277
	Iteration 264Q: 3 clusters Score -2.657246e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208487 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -26572466.000000 Penalty: 6092.134277
	Iteration 265Q: 3 clusters Score -2.657247e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208578 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -26572488.000000 Penalty: 6092.134277
	Iteration 266Q: 3 clusters Score -2.657249e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208672 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -26572520.000000 Penalty: 6092.134277
	Iteration 267Q: 3 clusters Score -2.657252e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208771 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -26572512.000000 Penalty: 6092.134277
	Iteration 268Q: 3 clusters Score -2.657251e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208873 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -26572498.000000 Penalty: 6092.134277
	Iteration 269Q: 3 clusters Score -2.65725e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208985 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -26572514.000000 Penalty: 6092.134277
	Iteration 270Q: 3 clusters Score -2.657251e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209108 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -26572516.000000 Penalty: 6092.134277
	Iteration 271Q: 3 clusters Score -2.657252e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209227 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -26572488.000000 Penalty: 6092.134277
	Iteration 272Q: 3 clusters Score -2.657249e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209354 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -26572502.000000 Penalty: 6092.134277
	Iteration 273Q: 3 clusters Score -2.65725e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209476 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -26572520.000000 Penalty: 6092.134277
	Iteration 274Q: 3 clusters Score -2.657252e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209595 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -26572552.000000 Penalty: 6092.134277
	Iteration 275Q: 3 clusters Score -2.657255e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209715 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -26572566.000000 Penalty: 6092.134277
	Iteration 276Q: 3 clusters Score -2.657257e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209850 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -26572560.000000 Penalty: 6092.134277
	Iteration 277Q: 3 clusters Score -2.657256e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209996 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -26572610.000000 Penalty: 6092.134277
	Iteration 278Q: 3 clusters Score -2.657261e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210146 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -26572602.000000 Penalty: 6092.134277
	Iteration 279Q: 3 clusters Score -2.65726e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210281 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -26572610.000000 Penalty: 6092.134277
	Iteration 280F: 3 clusters Score -2.657261e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210404 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -26572654.000000 Penalty: 6092.134277
	Iteration 281Q: 3 clusters Score -2.657265e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210518 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -26572656.000000 Penalty: 6092.134277
	Iteration 282Q: 3 clusters Score -2.657266e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210634 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -26572684.000000 Penalty: 6092.134277
	Iteration 283Q: 3 clusters Score -2.657268e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210752 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -26572720.000000 Penalty: 6092.134277
	Iteration 284Q: 3 clusters Score -2.657272e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210873 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -26572742.000000 Penalty: 6092.134277
	Iteration 285Q: 3 clusters Score -2.657274e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211030 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -26572716.000000 Penalty: 6092.134277
	Iteration 286Q: 3 clusters Score -2.657272e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211176 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -26572722.000000 Penalty: 6092.134277
	Iteration 287Q: 3 clusters Score -2.657272e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211302 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -26572734.000000 Penalty: 6092.134277
	Iteration 288Q: 3 clusters Score -2.657273e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211447 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -26572724.000000 Penalty: 6092.134277
	Iteration 289Q: 3 clusters Score -2.657272e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211587 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -26572772.000000 Penalty: 6092.134277
	Iteration 290Q: 3 clusters Score -2.657277e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211727 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -26572786.000000 Penalty: 6092.134277
	Iteration 291Q: 3 clusters Score -2.657279e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211863 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -26572768.000000 Penalty: 6092.134277
	Iteration 292Q: 3 clusters Score -2.657277e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212001 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -26572766.000000 Penalty: 6092.134277
	Iteration 293Q: 3 clusters Score -2.657277e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212134 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -26572808.000000 Penalty: 6092.134277
	Iteration 294Q: 3 clusters Score -2.657281e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212262 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -26572812.000000 Penalty: 6092.134277
	Iteration 295Q: 3 clusters Score -2.657281e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212362 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -26572840.000000 Penalty: 6092.134277
	Iteration 296Q: 3 clusters Score -2.657284e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212463 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -26572850.000000 Penalty: 6092.134277
	Iteration 297Q: 3 clusters Score -2.657285e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212566 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -26572874.000000 Penalty: 6092.134277
	Iteration 298Q: 3 clusters Score -2.657287e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212661 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -26572868.000000 Penalty: 6092.134277
	Iteration 299Q: 3 clusters Score -2.657287e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212744 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -26572918.000000 Penalty: 6092.134277
	Iteration 300F: 3 clusters Score -2.657292e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212834 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -26572934.000000 Penalty: 6092.134277
	Iteration 301Q: 3 clusters Score -2.657293e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212928 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -26572980.000000 Penalty: 6092.134277
	Iteration 302Q: 3 clusters Score -2.657298e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213023 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -26572984.000000 Penalty: 6092.134277
	Iteration 303Q: 3 clusters Score -2.657298e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213100 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -26573020.000000 Penalty: 6092.134277
	Iteration 304Q: 3 clusters Score -2.657302e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213163 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -26573024.000000 Penalty: 6092.134277
	Iteration 305Q: 3 clusters Score -2.657302e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213219 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -26573046.000000 Penalty: 6092.134277
	Iteration 306Q: 3 clusters Score -2.657305e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213277 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -26573064.000000 Penalty: 6092.134277
	Iteration 307Q: 3 clusters Score -2.657306e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213351 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -26573094.000000 Penalty: 6092.134277
	Iteration 308Q: 3 clusters Score -2.657309e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213414 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -26573104.000000 Penalty: 6092.134277
	Iteration 309Q: 3 clusters Score -2.65731e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213487 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -26573088.000000 Penalty: 6092.134277
	Iteration 310Q: 3 clusters Score -2.657309e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213546 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -26573102.000000 Penalty: 6092.134277
	Iteration 311Q: 3 clusters Score -2.65731e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213591 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -26573082.000000 Penalty: 6092.134277
	Iteration 312Q: 3 clusters Score -2.657308e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213634 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -26573082.000000 Penalty: 6092.134277
	Iteration 313Q: 3 clusters Score -2.657308e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213680 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -26573116.000000 Penalty: 6092.134277
	Iteration 314Q: 3 clusters Score -2.657312e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213731 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -26573088.000000 Penalty: 6092.134277
	Iteration 315Q: 3 clusters Score -2.657309e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213768 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -26573084.000000 Penalty: 6092.134277
	Iteration 316Q: 3 clusters Score -2.657308e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213802 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -26573068.000000 Penalty: 6092.134277
	Iteration 317Q: 3 clusters Score -2.657307e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213836 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -26573100.000000 Penalty: 6092.134277
	Iteration 318Q: 3 clusters Score -2.65731e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213872 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -26573106.000000 Penalty: 6092.134277
	Iteration 319Q: 3 clusters Score -2.657311e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213895 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -26573106.000000 Penalty: 6092.134277
	Iteration 320F: 3 clusters Score -2.657311e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213920 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -26573088.000000 Penalty: 6092.134277
	Iteration 321Q: 3 clusters Score -2.657309e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213951 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -26573118.000000 Penalty: 6092.134277
	Iteration 322Q: 3 clusters Score -2.657312e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213978 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -26573116.000000 Penalty: 6092.134277
	Iteration 323Q: 3 clusters Score -2.657312e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214006 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -26573126.000000 Penalty: 6092.134277
	Iteration 324Q: 3 clusters Score -2.657313e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214033 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -26573144.000000 Penalty: 6092.134277
	Iteration 325Q: 3 clusters Score -2.657314e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214059 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -26573126.000000 Penalty: 6092.134277
	Iteration 326Q: 3 clusters Score -2.657313e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214081 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -26573100.000000 Penalty: 6092.134277
	Iteration 327Q: 3 clusters Score -2.65731e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214100 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -26573100.000000 Penalty: 6092.134277
	Iteration 328Q: 3 clusters Score -2.65731e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214114 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -26573082.000000 Penalty: 6092.134277
	Iteration 329Q: 3 clusters Score -2.657308e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214128 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -26573084.000000 Penalty: 6092.134277
	Iteration 330Q: 3 clusters Score -2.657308e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214149 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -26573098.000000 Penalty: 6092.134277
	Iteration 331Q: 3 clusters Score -2.65731e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214168 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -26573108.000000 Penalty: 6092.134277
	Iteration 332Q: 3 clusters Score -2.657311e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214187 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -26573114.000000 Penalty: 6092.134277
	Iteration 333Q: 3 clusters Score -2.657311e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214208 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -26573086.000000 Penalty: 6092.134277
	Iteration 334Q: 3 clusters Score -2.657309e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214231 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -26573098.000000 Penalty: 6092.134277
	Iteration 335Q: 3 clusters Score -2.65731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214243 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -26573104.000000 Penalty: 6092.134277
	Iteration 336Q: 3 clusters Score -2.65731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214260 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -26573124.000000 Penalty: 6092.134277
	Iteration 337Q: 3 clusters Score -2.657312e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214282 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -26573118.000000 Penalty: 6092.134277
	Iteration 338Q: 3 clusters Score -2.657312e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214304 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -26573134.000000 Penalty: 6092.134277
	Iteration 339Q: 3 clusters Score -2.657313e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214319 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -26573130.000000 Penalty: 6092.134277
	Iteration 340F: 3 clusters Score -2.657313e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214333 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -26573112.000000 Penalty: 6092.134277
	Iteration 341Q: 3 clusters Score -2.657311e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214345 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -26573128.000000 Penalty: 6092.134277
	Iteration 342Q: 3 clusters Score -2.657313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214355 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -26573128.000000 Penalty: 6092.134277
	Iteration 343Q: 3 clusters Score -2.657313e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214367 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -26573150.000000 Penalty: 6092.134277
	Iteration 344Q: 3 clusters Score -2.657315e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214369 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -26573152.000000 Penalty: 6092.134277
	Iteration 345Q: 3 clusters Score -2.657315e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214387 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -26573146.000000 Penalty: 6092.134277
	Iteration 346Q: 3 clusters Score -2.657315e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214398 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -26573168.000000 Penalty: 6092.134277
	Iteration 347Q: 3 clusters Score -2.657317e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214413 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -26573162.000000 Penalty: 6092.134277
	Iteration 348Q: 3 clusters Score -2.657316e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214427 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -26573166.000000 Penalty: 6092.134277
	Iteration 349Q: 3 clusters Score -2.657317e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214436 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -26573178.000000 Penalty: 6092.134277
	Iteration 350Q: 3 clusters Score -2.657318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214449 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -26573146.000000 Penalty: 6092.134277
	Iteration 351Q: 3 clusters Score -2.657315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214463 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -26573156.000000 Penalty: 6092.134277
	Iteration 352Q: 3 clusters Score -2.657316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214471 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -26573162.000000 Penalty: 6092.134277
	Iteration 353Q: 3 clusters Score -2.657316e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214478 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -26573164.000000 Penalty: 6092.134277
	Iteration 354Q: 3 clusters Score -2.657316e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214485 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -26573164.000000 Penalty: 6092.134277
	Iteration 355Q: 3 clusters Score -2.657316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214493 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -26573168.000000 Penalty: 6092.134277
	Iteration 356Q: 3 clusters Score -2.657317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214498 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -26573174.000000 Penalty: 6092.134277
	Iteration 357Q: 3 clusters Score -2.657317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214505 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -26573166.000000 Penalty: 6092.134277
	Iteration 358Q: 3 clusters Score -2.657317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214516 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -26573164.000000 Penalty: 6092.134277
	Iteration 359Q: 3 clusters Score -2.657316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214523 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -26573166.000000 Penalty: 6092.134277
	Iteration 360F: 3 clusters Score -2.657317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214532 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -26573164.000000 Penalty: 6092.134277
	Iteration 361Q: 3 clusters Score -2.657316e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214539 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -26573160.000000 Penalty: 6092.134277
	Iteration 362Q: 3 clusters Score -2.657316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214544 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -26573172.000000 Penalty: 6092.134277
	Iteration 363Q: 3 clusters Score -2.657317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214548 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -26573176.000000 Penalty: 6092.134277
	Iteration 364Q: 3 clusters Score -2.657318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214550 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -26573174.000000 Penalty: 6092.134277
	Iteration 365Q: 3 clusters Score -2.657317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214556 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -26573200.000000 Penalty: 6092.134277
	Iteration 366Q: 3 clusters Score -2.65732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214559 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -26573184.000000 Penalty: 6092.134277
	Iteration 367Q: 3 clusters Score -2.657318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214561 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -26573182.000000 Penalty: 6092.134277
	Iteration 368Q: 3 clusters Score -2.657318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214562 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -26573194.000000 Penalty: 6092.134277
	Iteration 369Q: 3 clusters Score -2.657319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214565 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -26573190.000000 Penalty: 6092.134277
	Iteration 370Q: 3 clusters Score -2.657319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214565 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -26573190.000000 Penalty: 6092.134277
	Iteration 371F: 3 clusters Score -2.657319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Entering Unmasked Estep 
Score: -174254.437500 Penalty: 1830.921143
	Iteration 0F: 2 clusters Score -174254.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -171919.203125 Penalty: 3661.842285
	Iteration 0F: 3 clusters Score -171919.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -172478.859375 Penalty: 3661.842285
	Iteration 1F: 3 clusters Score -172478.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -172799.125000 Penalty: 3661.842285
	Iteration 2F: 3 clusters Score -172799.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -172978.859375 Penalty: 3661.842285
	Iteration 3F: 3 clusters Score -172978.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -173077.890625 Penalty: 3661.842285
	Iteration 4Q: 3 clusters Score -173077.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -173176.765625 Penalty: 3661.842285
	Iteration 5Q: 3 clusters Score -173176.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -173262.625000 Penalty: 3661.842285
	Iteration 6Q: 3 clusters Score -173262.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -173319.421875 Penalty: 3661.842285
	Iteration 7Q: 3 clusters Score -173319.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -173393.062500 Penalty: 3661.842285
	Iteration 8Q: 3 clusters Score -173393.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -173450.703125 Penalty: 3661.842285
	Iteration 9Q: 3 clusters Score -173450.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -173506.843750 Penalty: 3661.842285
	Iteration 10Q: 3 clusters Score -173506.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -173564.765625 Penalty: 3661.842285
	Iteration 11Q: 3 clusters Score -173564.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -173606.265625 Penalty: 3661.842285
	Iteration 12Q: 3 clusters Score -173606.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -173645.546875 Penalty: 3661.842285
	Iteration 13Q: 3 clusters Score -173645.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -173671.703125 Penalty: 3661.842285
	Iteration 14Q: 3 clusters Score -173671.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -173693.062500 Penalty: 3661.842285
	Iteration 15Q: 3 clusters Score -173693.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -173713.125000 Penalty: 3661.842285
	Iteration 16Q: 3 clusters Score -173713.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -173732.750000 Penalty: 3661.842285
	Iteration 17Q: 3 clusters Score -173732.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -173742.687500 Penalty: 3661.842285
	Iteration 18Q: 3 clusters Score -173742.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -173745.140625 Penalty: 3661.842285
	Iteration 19Q: 3 clusters Score -173745.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -173746.578125 Penalty: 3661.842285
	Iteration 20F: 3 clusters Score -173746.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -173748.796875 Penalty: 3661.842285
	Iteration 21Q: 3 clusters Score -173748.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -173748.796875 Penalty: 3661.842285
	Iteration 22F: 3 clusters Score -173748.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -92151.000000 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -92151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -90304.132812 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -90304.13 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -90718.859375 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -90718.86 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -90965.062500 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -90965.06 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -91135.914062 Penalty: 3371.778320
	Iteration 3F: 3 clusters Score -91135.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -91256.484375 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -91256.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -91330.507812 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -91330.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -91386.343750 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -91386.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -91435.007812 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -91435.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -91462.937500 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -91462.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -91476.468750 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -91476.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -91484.062500 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -91484.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -91487.976562 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -91487.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -91491.976562 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -91491.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -91499.890625 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -91499.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -91504.023438 Penalty: 3371.778320
	Iteration 14Q: 3 clusters Score -91504.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -91514.406250 Penalty: 3371.778320
	Iteration 15Q: 3 clusters Score -91514.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -91517.562500 Penalty: 3371.778320
	Iteration 16Q: 3 clusters Score -91517.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -91519.734375 Penalty: 3371.778320
	Iteration 17Q: 3 clusters Score -91519.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -91524.132812 Penalty: 3371.778320
	Iteration 18Q: 3 clusters Score -91524.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -91525.492188 Penalty: 3371.778320
	Iteration 19Q: 3 clusters Score -91525.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -91525.492188 Penalty: 3371.778320
	Iteration 20F: 3 clusters Score -91525.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -18051.201172 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -18051.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16952.464844 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -16952.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17032.761719 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -17032.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17054.996094 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -17055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17054.996094 Penalty: 2583.905029
	Iteration 3F: 3 clusters Score -17055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (114415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114415 members 
Entering Unmasked Estep 
Score: -13983706.000000 Penalty: 2888.601807
	Iteration 0F: 2 clusters Score -1.398371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 57549 members 
Entering Unmasked Estep 
Score: -13907136.000000 Penalty: 5777.203613
	Iteration 0F: 3 clusters Score -1.390714e+07 nChanged 54258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -13938469.000000 Penalty: 5777.203613
	Iteration 1F: 3 clusters Score -1.393847e+07 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 66576 members 
Entering Unmasked Estep 
Score: -13940244.000000 Penalty: 5777.203613
	Iteration 2Q: 3 clusters Score -1.394024e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 71734 members 
Entering Unmasked Estep 
Score: -13942975.000000 Penalty: 5777.203613
	Iteration 3F: 3 clusters Score -1.394298e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
Score: -13948039.000000 Penalty: 5777.203613
	Iteration 4F: 3 clusters Score -1.394804e+07 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 88656 members 
Entering Unmasked Estep 
Score: -13955920.000000 Penalty: 5777.203613
	Iteration 5F: 3 clusters Score -1.395592e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 98806 members 
Entering Unmasked Estep 
Score: -13965835.000000 Penalty: 5777.203613
	Iteration 6F: 3 clusters Score -1.396584e+07 nChanged 8052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 106854 members 
Entering Unmasked Estep 
Score: -13973997.000000 Penalty: 5777.203613
	Iteration 7F: 3 clusters Score -1.3974e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 111395 members 
Entering Unmasked Estep 
Score: -13978566.000000 Penalty: 5777.203613
	Iteration 8Q: 3 clusters Score -1.397857e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 113146 members 
Entering Unmasked Estep 
Score: -13980239.000000 Penalty: 5777.203613
	Iteration 9Q: 3 clusters Score -1.398024e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 113711 members 
Entering Unmasked Estep 
Score: -13980748.000000 Penalty: 5777.203613
	Iteration 10Q: 3 clusters Score -1.398075e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 113894 members 
Entering Unmasked Estep 
Score: -13981003.000000 Penalty: 5777.203613
	Iteration 11Q: 3 clusters Score -1.3981e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 113959 members 
Entering Unmasked Estep 
Score: -13981106.000000 Penalty: 5777.203613
	Iteration 12Q: 3 clusters Score -1.398111e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 113991 members 
Entering Unmasked Estep 
Score: -13981186.000000 Penalty: 5777.203613
	Iteration 13Q: 3 clusters Score -1.398119e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 114005 members 
Entering Unmasked Estep 
Score: -13981215.000000 Penalty: 5777.203613
	Iteration 14Q: 3 clusters Score -1.398122e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 114014 members 
Entering Unmasked Estep 
Score: -13981233.000000 Penalty: 5777.203613
	Iteration 15Q: 3 clusters Score -1.398123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 114018 members 
Entering Unmasked Estep 
Score: -13981251.000000 Penalty: 5777.203613
	Iteration 16Q: 3 clusters Score -1.398125e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 114024 members 
Entering Unmasked Estep 
Score: -13981263.000000 Penalty: 5777.203613
	Iteration 17Q: 3 clusters Score -1.398126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 114029 members 
Entering Unmasked Estep 
Score: -13981272.000000 Penalty: 5777.203613
	Iteration 18Q: 3 clusters Score -1.398127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 114028 members 
Entering Unmasked Estep 
Score: -13981288.000000 Penalty: 5777.203613
	Iteration 19Q: 3 clusters Score -1.398129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 114035 members 
Entering Unmasked Estep 
Score: -13981295.000000 Penalty: 5777.203613
	Iteration 20F: 3 clusters Score -1.39813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 114039 members 
Entering Unmasked Estep 
Score: -13981292.000000 Penalty: 5777.203613
	Iteration 21Q: 3 clusters Score -1.398129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 114044 members 
Entering Unmasked Estep 
Score: -13981291.000000 Penalty: 5777.203613
	Iteration 22Q: 3 clusters Score -1.398129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 114047 members 
Entering Unmasked Estep 
Score: -13981298.000000 Penalty: 5777.203613
	Iteration 23Q: 3 clusters Score -1.39813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 114049 members 
Entering Unmasked Estep 
Score: -13981308.000000 Penalty: 5777.203613
	Iteration 24Q: 3 clusters Score -1.398131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 114053 members 
Entering Unmasked Estep 
Score: -13981314.000000 Penalty: 5777.203613
	Iteration 25Q: 3 clusters Score -1.398131e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 114053 members 
Entering Unmasked Estep 
Score: -13981316.000000 Penalty: 5777.203613
	Iteration 26Q: 3 clusters Score -1.398132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 114053 members 
Entering Unmasked Estep 
Score: -13981308.000000 Penalty: 5777.203613
	Iteration 27Q: 3 clusters Score -1.398131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 114053 members 
Entering Unmasked Estep 
Score: -13981308.000000 Penalty: 5777.203613
	Iteration 28F: 3 clusters Score -1.398131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -34602.804688 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -34602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33277.523438 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -33277.52 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33393.449219 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -33393.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33430.675781 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -33430.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33448.406250 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -33448.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33456.984375 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -33456.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -33456.984375 Penalty: 2848.529785
	Iteration 5F: 3 clusters Score -33456.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191829 members 
Mstep: Class 2 contains 81579 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1806 members 
Mstep: Class 5 contains 60692 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41018 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32915 members 
Mstep: Class 11 contains 9158 members 
Mstep: Class 12 contains 21452 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 8640 members 
Mstep: Class 15 contains 9356 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13709 members 
Mstep: Class 19 contains 53880 members 
Mstep: Class 20 contains 11093 members 
Mstep: Class 21 contains 20131 members 
Mstep: Class 22 contains 8996 members 
Mstep: Class 23 contains 6733 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53732 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242247 members 
Mstep: Class 32 contains 10892 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 215891 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 114415 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077408.000000 Penalty: 139228.203125
Iteration 239Q: 41 clusters Score -1.480774e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191828 members 
Mstep: Class 2 contains 81523 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1806 members 
Mstep: Class 5 contains 60696 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 41001 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32921 members 
Mstep: Class 11 contains 9141 members 
Mstep: Class 12 contains 21452 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 8640 members 
Mstep: Class 15 contains 9356 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13708 members 
Mstep: Class 19 contains 53843 members 
Mstep: Class 20 contains 11087 members 
Mstep: Class 21 contains 20120 members 
Mstep: Class 22 contains 8999 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53743 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6100 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242190 members 
Mstep: Class 32 contains 10918 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 215739 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 114723 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077472.000000 Penalty: 139228.203125
Iteration 240F: 41 clusters Score -1.480775e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191831 members 
Mstep: Class 2 contains 81476 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 60698 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40981 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32929 members 
Mstep: Class 11 contains 9127 members 
Mstep: Class 12 contains 21452 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 8640 members 
Mstep: Class 15 contains 9356 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13707 members 
Mstep: Class 19 contains 53812 members 
Mstep: Class 20 contains 11070 members 
Mstep: Class 21 contains 20114 members 
Mstep: Class 22 contains 9001 members 
Mstep: Class 23 contains 6733 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53746 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6101 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242191 members 
Mstep: Class 32 contains 10943 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 215570 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 114981 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077856.000000 Penalty: 139228.203125
Iteration 241Q: 41 clusters Score -1.480779e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191860 members 
Mstep: Class 2 contains 81438 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 60699 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40965 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32941 members 
Mstep: Class 11 contains 9108 members 
Mstep: Class 12 contains 21451 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 8640 members 
Mstep: Class 15 contains 9356 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13707 members 
Mstep: Class 19 contains 53789 members 
Mstep: Class 20 contains 11062 members 
Mstep: Class 21 contains 20100 members 
Mstep: Class 22 contains 9000 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53756 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6102 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242242 members 
Mstep: Class 32 contains 10978 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 215333 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 115200 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077888.000000 Penalty: 139228.203125
Iteration 242Q: 41 clusters Score -1.480779e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191883 members 
Mstep: Class 2 contains 81392 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 60698 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40953 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32951 members 
Mstep: Class 11 contains 9087 members 
Mstep: Class 12 contains 21452 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 8640 members 
Mstep: Class 15 contains 9356 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13706 members 
Mstep: Class 19 contains 53755 members 
Mstep: Class 20 contains 11047 members 
Mstep: Class 21 contains 20072 members 
Mstep: Class 22 contains 9004 members 
Mstep: Class 23 contains 6734 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53747 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6102 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242306 members 
Mstep: Class 32 contains 10999 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 215135 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 115440 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077936.000000 Penalty: 139228.203125
Iteration 243Q: 41 clusters Score -1.480779e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191877 members 
Mstep: Class 2 contains 81362 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 60697 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40938 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32964 members 
Mstep: Class 11 contains 9071 members 
Mstep: Class 12 contains 21457 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 8640 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13704 members 
Mstep: Class 19 contains 53739 members 
Mstep: Class 20 contains 11022 members 
Mstep: Class 21 contains 20044 members 
Mstep: Class 22 contains 9003 members 
Mstep: Class 23 contains 6737 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53748 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6102 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242389 members 
Mstep: Class 32 contains 11039 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 214910 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 115659 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077824.000000 Penalty: 139228.203125
Iteration 244Q: 41 clusters Score -1.480778e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191870 members 
Mstep: Class 2 contains 81336 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 60700 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40934 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32973 members 
Mstep: Class 11 contains 9060 members 
Mstep: Class 12 contains 21459 members 
Mstep: Class 13 contains 2639 members 
Mstep: Class 14 contains 8641 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13696 members 
Mstep: Class 19 contains 53718 members 
Mstep: Class 20 contains 11004 members 
Mstep: Class 21 contains 20025 members 
Mstep: Class 22 contains 9000 members 
Mstep: Class 23 contains 6736 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53752 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6105 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242461 members 
Mstep: Class 32 contains 11074 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 214690 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 115868 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077824.000000 Penalty: 139228.203125
Iteration 245Q: 41 clusters Score -1.480778e+08 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191860 members 
Mstep: Class 2 contains 81314 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 60703 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40929 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32979 members 
Mstep: Class 11 contains 9044 members 
Mstep: Class 12 contains 21463 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 8641 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13689 members 
Mstep: Class 19 contains 53703 members 
Mstep: Class 20 contains 10988 members 
Mstep: Class 21 contains 20015 members 
Mstep: Class 22 contains 8998 members 
Mstep: Class 23 contains 6733 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53761 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6108 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242551 members 
Mstep: Class 32 contains 11108 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 214449 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 116065 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077920.000000 Penalty: 139228.203125
Iteration 246Q: 41 clusters Score -1.480779e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191841 members 
Mstep: Class 2 contains 81305 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1807 members 
Mstep: Class 5 contains 60703 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40924 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32987 members 
Mstep: Class 11 contains 9026 members 
Mstep: Class 12 contains 21464 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 8641 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13685 members 
Mstep: Class 19 contains 53693 members 
Mstep: Class 20 contains 10976 members 
Mstep: Class 21 contains 19987 members 
Mstep: Class 22 contains 9000 members 
Mstep: Class 23 contains 6735 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53767 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6109 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242610 members 
Mstep: Class 32 contains 11135 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 214250 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 116262 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077696.000000 Penalty: 139228.203125
Iteration 247Q: 41 clusters Score -1.480777e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191811 members 
Mstep: Class 2 contains 81273 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60705 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40915 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 32995 members 
Mstep: Class 11 contains 9014 members 
Mstep: Class 12 contains 21467 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 8641 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13683 members 
Mstep: Class 19 contains 53672 members 
Mstep: Class 20 contains 10967 members 
Mstep: Class 21 contains 19965 members 
Mstep: Class 22 contains 8998 members 
Mstep: Class 23 contains 6736 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53776 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6110 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242651 members 
Mstep: Class 32 contains 11155 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 214083 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 116481 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077664.000000 Penalty: 139228.203125
Iteration 248Q: 41 clusters Score -1.480777e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191790 members 
Mstep: Class 2 contains 81243 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60703 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40905 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33000 members 
Mstep: Class 11 contains 9002 members 
Mstep: Class 12 contains 21469 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 8640 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13681 members 
Mstep: Class 19 contains 53661 members 
Mstep: Class 20 contains 10957 members 
Mstep: Class 21 contains 19949 members 
Mstep: Class 22 contains 8999 members 
Mstep: Class 23 contains 6737 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53775 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6109 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242694 members 
Mstep: Class 32 contains 11176 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213929 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 116680 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077568.000000 Penalty: 139228.203125
Iteration 249Q: 41 clusters Score -1.480776e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191765 members 
Mstep: Class 2 contains 81246 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1810 members 
Mstep: Class 5 contains 60702 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40897 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33001 members 
Mstep: Class 11 contains 8982 members 
Mstep: Class 12 contains 21469 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8639 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13681 members 
Mstep: Class 19 contains 53650 members 
Mstep: Class 20 contains 10942 members 
Mstep: Class 21 contains 19930 members 
Mstep: Class 22 contains 8998 members 
Mstep: Class 23 contains 6737 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53786 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6106 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242684 members 
Mstep: Class 32 contains 11203 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213787 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 116892 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077904.000000 Penalty: 139228.203125
Iteration 250Q: 41 clusters Score -1.480779e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191747 members 
Mstep: Class 2 contains 81236 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60700 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40885 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33009 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 21473 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8639 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13679 members 
Mstep: Class 19 contains 53635 members 
Mstep: Class 20 contains 10926 members 
Mstep: Class 21 contains 19918 members 
Mstep: Class 22 contains 8998 members 
Mstep: Class 23 contains 6739 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53796 members 
Mstep: Class 27 contains 2076 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6109 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242622 members 
Mstep: Class 32 contains 11224 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213727 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117073 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077888.000000 Penalty: 139228.203125
Iteration 251Q: 41 clusters Score -1.480779e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191728 members 
Mstep: Class 2 contains 81216 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60698 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40870 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33013 members 
Mstep: Class 11 contains 8948 members 
Mstep: Class 12 contains 21476 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8639 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13678 members 
Mstep: Class 19 contains 53631 members 
Mstep: Class 20 contains 10902 members 
Mstep: Class 21 contains 19905 members 
Mstep: Class 22 contains 8996 members 
Mstep: Class 23 contains 6739 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53804 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6108 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242551 members 
Mstep: Class 32 contains 11242 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213689 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117262 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078016.000000 Penalty: 139228.203125
Iteration 252Q: 41 clusters Score -1.48078e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191711 members 
Mstep: Class 2 contains 81190 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60696 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40858 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33021 members 
Mstep: Class 11 contains 8934 members 
Mstep: Class 12 contains 21478 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8639 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13672 members 
Mstep: Class 19 contains 53629 members 
Mstep: Class 20 contains 10886 members 
Mstep: Class 21 contains 19889 members 
Mstep: Class 22 contains 8992 members 
Mstep: Class 23 contains 6738 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53812 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242452 members 
Mstep: Class 32 contains 11257 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213696 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117435 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078208.000000 Penalty: 139228.203125
Iteration 253Q: 41 clusters Score -1.480782e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191705 members 
Mstep: Class 2 contains 81160 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1810 members 
Mstep: Class 5 contains 60694 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40848 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33028 members 
Mstep: Class 11 contains 8924 members 
Mstep: Class 12 contains 21482 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8639 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13670 members 
Mstep: Class 19 contains 53641 members 
Mstep: Class 20 contains 10878 members 
Mstep: Class 21 contains 19886 members 
Mstep: Class 22 contains 8992 members 
Mstep: Class 23 contains 6737 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53811 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242369 members 
Mstep: Class 32 contains 11276 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213687 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117557 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078240.000000 Penalty: 139228.203125
Iteration 254Q: 41 clusters Score -1.480782e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191700 members 
Mstep: Class 2 contains 81128 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1810 members 
Mstep: Class 5 contains 60692 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40842 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33033 members 
Mstep: Class 11 contains 8917 members 
Mstep: Class 12 contains 21485 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8641 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13669 members 
Mstep: Class 19 contains 53645 members 
Mstep: Class 20 contains 10867 members 
Mstep: Class 21 contains 19877 members 
Mstep: Class 22 contains 8988 members 
Mstep: Class 23 contains 6738 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53814 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242298 members 
Mstep: Class 32 contains 11298 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213692 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117662 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078144.000000 Penalty: 139228.203125
Iteration 255Q: 41 clusters Score -1.480781e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191706 members 
Mstep: Class 2 contains 81096 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1810 members 
Mstep: Class 5 contains 60692 members 
Mstep: Class 6 contains 3299 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40836 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33035 members 
Mstep: Class 11 contains 8910 members 
Mstep: Class 12 contains 21488 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8641 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13667 members 
Mstep: Class 19 contains 53637 members 
Mstep: Class 20 contains 10853 members 
Mstep: Class 21 contains 19870 members 
Mstep: Class 22 contains 8987 members 
Mstep: Class 23 contains 6738 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53818 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242226 members 
Mstep: Class 32 contains 11313 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213716 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117757 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078288.000000 Penalty: 139228.203125
Iteration 256Q: 41 clusters Score -1.480783e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191715 members 
Mstep: Class 2 contains 81070 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1810 members 
Mstep: Class 5 contains 60692 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40832 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33039 members 
Mstep: Class 11 contains 8907 members 
Mstep: Class 12 contains 21488 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8641 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13666 members 
Mstep: Class 19 contains 53633 members 
Mstep: Class 20 contains 10840 members 
Mstep: Class 21 contains 19864 members 
Mstep: Class 22 contains 8984 members 
Mstep: Class 23 contains 6736 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53812 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6112 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242193 members 
Mstep: Class 32 contains 11330 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213722 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117822 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078240.000000 Penalty: 139228.203125
Iteration 257Q: 41 clusters Score -1.480782e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191709 members 
Mstep: Class 2 contains 81059 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1810 members 
Mstep: Class 5 contains 60689 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40831 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33042 members 
Mstep: Class 11 contains 8904 members 
Mstep: Class 12 contains 21490 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8641 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13663 members 
Mstep: Class 19 contains 53632 members 
Mstep: Class 20 contains 10835 members 
Mstep: Class 21 contains 19858 members 
Mstep: Class 22 contains 8983 members 
Mstep: Class 23 contains 6735 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53821 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6112 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242141 members 
Mstep: Class 32 contains 11320 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213756 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117878 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078384.000000 Penalty: 139228.203125
Iteration 258Q: 41 clusters Score -1.480784e+08 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191680 members 
Mstep: Class 2 contains 81040 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60691 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40828 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33051 members 
Mstep: Class 11 contains 8901 members 
Mstep: Class 12 contains 21489 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8641 members 
Mstep: Class 15 contains 9359 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13661 members 
Mstep: Class 19 contains 53622 members 
Mstep: Class 20 contains 10824 members 
Mstep: Class 21 contains 19851 members 
Mstep: Class 22 contains 8980 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53827 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242103 members 
Mstep: Class 32 contains 11308 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213824 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117932 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078336.000000 Penalty: 139228.203125
Iteration 259Q: 41 clusters Score -1.480783e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191673 members 
Mstep: Class 2 contains 81023 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1812 members 
Mstep: Class 5 contains 60691 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40824 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33056 members 
Mstep: Class 11 contains 8900 members 
Mstep: Class 12 contains 21489 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8643 members 
Mstep: Class 15 contains 9358 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13659 members 
Mstep: Class 19 contains 53619 members 
Mstep: Class 20 contains 10815 members 
Mstep: Class 21 contains 19851 members 
Mstep: Class 22 contains 8979 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53832 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6111 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242046 members 
Mstep: Class 32 contains 11304 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213880 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117972 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078160.000000 Penalty: 139228.203125
Iteration 260F: 41 clusters Score -1.480782e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191653 members 
Mstep: Class 2 contains 81016 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60687 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40817 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33060 members 
Mstep: Class 11 contains 8897 members 
Mstep: Class 12 contains 21489 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8645 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13659 members 
Mstep: Class 19 contains 53602 members 
Mstep: Class 20 contains 10809 members 
Mstep: Class 21 contains 19852 members 
Mstep: Class 22 contains 8977 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53836 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2647 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 241998 members 
Mstep: Class 32 contains 11316 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213923 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118021 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078016.000000 Penalty: 139228.203125
Iteration 261Q: 41 clusters Score -1.48078e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191655 members 
Mstep: Class 2 contains 81004 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60686 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40808 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33064 members 
Mstep: Class 11 contains 8895 members 
Mstep: Class 12 contains 21490 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8647 members 
Mstep: Class 15 contains 9358 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13659 members 
Mstep: Class 19 contains 53598 members 
Mstep: Class 20 contains 10797 members 
Mstep: Class 21 contains 19850 members 
Mstep: Class 22 contains 8977 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53836 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2646 members 
Mstep: Class 29 contains 6112 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 241962 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213956 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118052 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078144.000000 Penalty: 139228.203125
Iteration 262Q: 41 clusters Score -1.480781e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191637 members 
Mstep: Class 2 contains 80983 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60683 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40796 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33069 members 
Mstep: Class 11 contains 8893 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8649 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13658 members 
Mstep: Class 19 contains 53585 members 
Mstep: Class 20 contains 10783 members 
Mstep: Class 21 contains 19845 members 
Mstep: Class 22 contains 8975 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53838 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2644 members 
Mstep: Class 29 contains 6113 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 241976 members 
Mstep: Class 32 contains 11332 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213961 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118101 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077904.000000 Penalty: 139228.203125
Iteration 263Q: 41 clusters Score -1.480779e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191635 members 
Mstep: Class 2 contains 80960 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60681 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40787 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33073 members 
Mstep: Class 11 contains 8890 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8653 members 
Mstep: Class 15 contains 9358 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13655 members 
Mstep: Class 19 contains 53584 members 
Mstep: Class 20 contains 10770 members 
Mstep: Class 21 contains 19844 members 
Mstep: Class 22 contains 8973 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53833 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2642 members 
Mstep: Class 29 contains 6115 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 241978 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213975 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118149 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078032.000000 Penalty: 139228.203125
Iteration 264Q: 41 clusters Score -1.48078e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191631 members 
Mstep: Class 2 contains 80936 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60680 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40780 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33077 members 
Mstep: Class 11 contains 8887 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8654 members 
Mstep: Class 15 contains 9363 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13656 members 
Mstep: Class 19 contains 53579 members 
Mstep: Class 20 contains 10764 members 
Mstep: Class 21 contains 19838 members 
Mstep: Class 22 contains 8974 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53838 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2638 members 
Mstep: Class 29 contains 6118 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 241973 members 
Mstep: Class 32 contains 11316 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213980 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118193 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078064.000000 Penalty: 139228.203125
Iteration 265Q: 41 clusters Score -1.480781e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191616 members 
Mstep: Class 2 contains 80921 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60680 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40774 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33087 members 
Mstep: Class 11 contains 8884 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8655 members 
Mstep: Class 15 contains 9366 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13655 members 
Mstep: Class 19 contains 53575 members 
Mstep: Class 20 contains 10757 members 
Mstep: Class 21 contains 19827 members 
Mstep: Class 22 contains 8976 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53833 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2635 members 
Mstep: Class 29 contains 6118 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 241994 members 
Mstep: Class 32 contains 11315 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213977 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118233 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078464.000000 Penalty: 139228.203125
Iteration 266Q: 41 clusters Score -1.480785e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191610 members 
Mstep: Class 2 contains 80912 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60685 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40773 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33085 members 
Mstep: Class 11 contains 8881 members 
Mstep: Class 12 contains 21491 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8656 members 
Mstep: Class 15 contains 9367 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13654 members 
Mstep: Class 19 contains 53557 members 
Mstep: Class 20 contains 10746 members 
Mstep: Class 21 contains 19824 members 
Mstep: Class 22 contains 8974 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53836 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242030 members 
Mstep: Class 32 contains 11312 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213954 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118271 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078304.000000 Penalty: 139228.203125
Iteration 267Q: 41 clusters Score -1.480783e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191608 members 
Mstep: Class 2 contains 80903 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60684 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40772 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33086 members 
Mstep: Class 11 contains 8879 members 
Mstep: Class 12 contains 21491 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8657 members 
Mstep: Class 15 contains 9366 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13650 members 
Mstep: Class 19 contains 53548 members 
Mstep: Class 20 contains 10739 members 
Mstep: Class 21 contains 19821 members 
Mstep: Class 22 contains 8973 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53837 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242063 members 
Mstep: Class 32 contains 11306 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213933 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118302 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078288.000000 Penalty: 139228.203125
Iteration 268Q: 41 clusters Score -1.480783e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191607 members 
Mstep: Class 2 contains 80890 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60680 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40769 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33089 members 
Mstep: Class 11 contains 8877 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8658 members 
Mstep: Class 15 contains 9364 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13649 members 
Mstep: Class 19 contains 53536 members 
Mstep: Class 20 contains 10731 members 
Mstep: Class 21 contains 19817 members 
Mstep: Class 22 contains 8973 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53826 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242113 members 
Mstep: Class 32 contains 11302 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213915 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118329 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078448.000000 Penalty: 139228.203125
Iteration 269Q: 41 clusters Score -1.480784e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191596 members 
Mstep: Class 2 contains 80873 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60678 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40770 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33090 members 
Mstep: Class 11 contains 8875 members 
Mstep: Class 12 contains 21491 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8660 members 
Mstep: Class 15 contains 9361 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13647 members 
Mstep: Class 19 contains 53533 members 
Mstep: Class 20 contains 10724 members 
Mstep: Class 21 contains 19811 members 
Mstep: Class 22 contains 8975 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53828 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242175 members 
Mstep: Class 32 contains 11293 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213873 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118364 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078496.000000 Penalty: 139228.203125
Iteration 270Q: 41 clusters Score -1.480785e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191564 members 
Mstep: Class 2 contains 80870 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60678 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40767 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33088 members 
Mstep: Class 11 contains 8873 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8663 members 
Mstep: Class 15 contains 9358 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13647 members 
Mstep: Class 19 contains 53522 members 
Mstep: Class 20 contains 10720 members 
Mstep: Class 21 contains 19810 members 
Mstep: Class 22 contains 8976 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53827 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242272 members 
Mstep: Class 32 contains 11279 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213825 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118386 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078352.000000 Penalty: 139228.203125
Iteration 271Q: 41 clusters Score -1.480784e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191551 members 
Mstep: Class 2 contains 80864 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60678 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40757 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33088 members 
Mstep: Class 11 contains 8869 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8668 members 
Mstep: Class 15 contains 9355 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13645 members 
Mstep: Class 19 contains 53522 members 
Mstep: Class 20 contains 10711 members 
Mstep: Class 21 contains 19815 members 
Mstep: Class 22 contains 8976 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53825 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242375 members 
Mstep: Class 32 contains 11261 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213762 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118403 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078160.000000 Penalty: 139228.203125
Iteration 272Q: 41 clusters Score -1.480782e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191533 members 
Mstep: Class 2 contains 80836 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60676 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40758 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33090 members 
Mstep: Class 11 contains 8869 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8670 members 
Mstep: Class 15 contains 9353 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13644 members 
Mstep: Class 19 contains 53520 members 
Mstep: Class 20 contains 10701 members 
Mstep: Class 21 contains 19818 members 
Mstep: Class 22 contains 8977 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53818 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242484 members 
Mstep: Class 32 contains 11227 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213729 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118423 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078112.000000 Penalty: 139228.203125
Iteration 273Q: 41 clusters Score -1.480781e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191513 members 
Mstep: Class 2 contains 80813 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60678 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40759 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33093 members 
Mstep: Class 11 contains 8869 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8671 members 
Mstep: Class 15 contains 9352 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13643 members 
Mstep: Class 19 contains 53511 members 
Mstep: Class 20 contains 10698 members 
Mstep: Class 21 contains 19818 members 
Mstep: Class 22 contains 8978 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53811 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242589 members 
Mstep: Class 32 contains 11209 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213678 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118443 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078144.000000 Penalty: 139228.203125
Iteration 274Q: 41 clusters Score -1.480781e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191503 members 
Mstep: Class 2 contains 80806 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60677 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40763 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33095 members 
Mstep: Class 11 contains 8869 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8673 members 
Mstep: Class 15 contains 9350 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13643 members 
Mstep: Class 19 contains 53502 members 
Mstep: Class 20 contains 10695 members 
Mstep: Class 21 contains 19812 members 
Mstep: Class 22 contains 8976 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53808 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242644 members 
Mstep: Class 32 contains 11195 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213640 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118475 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078208.000000 Penalty: 139228.203125
Iteration 275Q: 41 clusters Score -1.480782e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191469 members 
Mstep: Class 2 contains 80793 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60677 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40767 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33092 members 
Mstep: Class 11 contains 8866 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8674 members 
Mstep: Class 15 contains 9349 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13642 members 
Mstep: Class 19 contains 53487 members 
Mstep: Class 20 contains 10694 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8976 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53804 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242728 members 
Mstep: Class 32 contains 11169 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213616 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118519 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078112.000000 Penalty: 139228.203125
Iteration 276Q: 41 clusters Score -1.480781e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191447 members 
Mstep: Class 2 contains 80776 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60676 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40770 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33090 members 
Mstep: Class 11 contains 8863 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8677 members 
Mstep: Class 15 contains 9347 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13641 members 
Mstep: Class 19 contains 53471 members 
Mstep: Class 20 contains 10688 members 
Mstep: Class 21 contains 19796 members 
Mstep: Class 22 contains 8977 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53801 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242814 members 
Mstep: Class 32 contains 11153 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213592 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118546 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078112.000000 Penalty: 139228.203125
Iteration 277Q: 41 clusters Score -1.480781e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191405 members 
Mstep: Class 2 contains 80768 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60676 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40765 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33090 members 
Mstep: Class 11 contains 8857 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8680 members 
Mstep: Class 15 contains 9346 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13639 members 
Mstep: Class 19 contains 53467 members 
Mstep: Class 20 contains 10687 members 
Mstep: Class 21 contains 19792 members 
Mstep: Class 22 contains 8979 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53799 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242890 members 
Mstep: Class 32 contains 11143 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213570 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118570 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078272.000000 Penalty: 139228.203125
Iteration 278Q: 41 clusters Score -1.480783e+08 nChanged 547
Entering ConstructFrom: 
Score: -148078272.000000 Penalty: 139228.203125
Entering ConstructFrom: 
Trying to split cluster 1 (191366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191366 members 
Entering Unmasked Estep 
Score: -23238140.000000 Penalty: 3016.161865
	Iteration 0F: 2 clusters Score -2.323814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95418 members 
Mstep: Class 2 contains 95948 members 
Entering Unmasked Estep 
Score: -23111706.000000 Penalty: 6032.323730
	Iteration 0F: 3 clusters Score -2.311171e+07 nChanged 91924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91004 members 
Mstep: Class 2 contains 100362 members 
Entering Unmasked Estep 
Score: -23165812.000000 Penalty: 6032.323730
	Iteration 1F: 3 clusters Score -2.316581e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87820 members 
Mstep: Class 2 contains 103546 members 
Entering Unmasked Estep 
Score: -23167116.000000 Penalty: 6032.323730
	Iteration 2Q: 3 clusters Score -2.316712e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82877 members 
Mstep: Class 2 contains 108489 members 
Entering Unmasked Estep 
Score: -23169316.000000 Penalty: 6032.323730
	Iteration 3Q: 3 clusters Score -2.316932e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75328 members 
Mstep: Class 2 contains 116038 members 
Entering Unmasked Estep 
Score: -23173304.000000 Penalty: 6032.323730
	Iteration 4Q: 3 clusters Score -2.31733e+07 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64256 members 
Mstep: Class 2 contains 127110 members 
Entering Unmasked Estep 
Score: -23180550.000000 Penalty: 6032.323730
	Iteration 5F: 3 clusters Score -2.318055e+07 nChanged 15551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 141881 members 
Entering Unmasked Estep 
Score: -23192456.000000 Penalty: 6032.323730
	Iteration 6F: 3 clusters Score -2.319246e+07 nChanged 16523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 157906 members 
Entering Unmasked Estep 
Score: -23206976.000000 Penalty: 6032.323730
	Iteration 7F: 3 clusters Score -2.320698e+07 nChanged 14077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 171795 members 
Entering Unmasked Estep 
Score: -23219830.000000 Penalty: 6032.323730
	Iteration 8F: 3 clusters Score -2.321983e+07 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 180974 members 
Entering Unmasked Estep 
Score: -23228088.000000 Penalty: 6032.323730
	Iteration 9Q: 3 clusters Score -2.322809e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 186025 members 
Entering Unmasked Estep 
Score: -23231934.000000 Penalty: 6032.323730
	Iteration 10Q: 3 clusters Score -2.323193e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 188575 members 
Entering Unmasked Estep 
Score: -23233828.000000 Penalty: 6032.323730
	Iteration 11Q: 3 clusters Score -2.323383e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 189815 members 
Entering Unmasked Estep 
Score: -23234660.000000 Penalty: 6032.323730
	Iteration 12Q: 3 clusters Score -2.323466e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 190343 members 
Entering Unmasked Estep 
Score: -23235056.000000 Penalty: 6032.323730
	Iteration 13Q: 3 clusters Score -2.323506e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 190596 members 
Entering Unmasked Estep 
Score: -23235308.000000 Penalty: 6032.323730
	Iteration 14Q: 3 clusters Score -2.323531e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 190704 members 
Entering Unmasked Estep 
Score: -23235404.000000 Penalty: 6032.323730
	Iteration 15Q: 3 clusters Score -2.32354e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 190777 members 
Entering Unmasked Estep 
Score: -23235456.000000 Penalty: 6032.323730
	Iteration 16Q: 3 clusters Score -2.323546e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 190830 members 
Entering Unmasked Estep 
Score: -23235534.000000 Penalty: 6032.323730
	Iteration 17Q: 3 clusters Score -2.323553e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 190854 members 
Entering Unmasked Estep 
Score: -23235558.000000 Penalty: 6032.323730
	Iteration 18Q: 3 clusters Score -2.323556e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 190870 members 
Entering Unmasked Estep 
Score: -23235592.000000 Penalty: 6032.323730
	Iteration 19Q: 3 clusters Score -2.323559e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 190872 members 
Entering Unmasked Estep 
Score: -23235616.000000 Penalty: 6032.323730
	Iteration 20F: 3 clusters Score -2.323562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 190878 members 
Entering Unmasked Estep 
Score: -23235604.000000 Penalty: 6032.323730
	Iteration 21Q: 3 clusters Score -2.32356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 190884 members 
Entering Unmasked Estep 
Score: -23235608.000000 Penalty: 6032.323730
	Iteration 22Q: 3 clusters Score -2.323561e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 190887 members 
Entering Unmasked Estep 
Score: -23235610.000000 Penalty: 6032.323730
	Iteration 23Q: 3 clusters Score -2.323561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 190891 members 
Entering Unmasked Estep 
Score: -23235610.000000 Penalty: 6032.323730
	Iteration 24Q: 3 clusters Score -2.323561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 190892 members 
Entering Unmasked Estep 
Score: -23235612.000000 Penalty: 6032.323730
	Iteration 25Q: 3 clusters Score -2.323561e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 190897 members 
Entering Unmasked Estep 
Score: -23235624.000000 Penalty: 6032.323730
	Iteration 26Q: 3 clusters Score -2.323562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 190901 members 
Entering Unmasked Estep 
Score: -23235624.000000 Penalty: 6032.323730
	Iteration 27Q: 3 clusters Score -2.323562e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 190905 members 
Entering Unmasked Estep 
Score: -23235614.000000 Penalty: 6032.323730
	Iteration 28Q: 3 clusters Score -2.323561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 190904 members 
Entering Unmasked Estep 
Score: -23235628.000000 Penalty: 6032.323730
	Iteration 29Q: 3 clusters Score -2.323563e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 190905 members 
Entering Unmasked Estep 
Score: -23235642.000000 Penalty: 6032.323730
	Iteration 30Q: 3 clusters Score -2.323564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 190907 members 
Entering Unmasked Estep 
Score: -23235642.000000 Penalty: 6032.323730
	Iteration 31Q: 3 clusters Score -2.323564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 190910 members 
Entering Unmasked Estep 
Score: -23235636.000000 Penalty: 6032.323730
	Iteration 32Q: 3 clusters Score -2.323564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 190912 members 
Entering Unmasked Estep 
Score: -23235644.000000 Penalty: 6032.323730
	Iteration 33Q: 3 clusters Score -2.323564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 190916 members 
Entering Unmasked Estep 
Score: -23235638.000000 Penalty: 6032.323730
	Iteration 34Q: 3 clusters Score -2.323564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 190917 members 
Entering Unmasked Estep 
Score: -23235648.000000 Penalty: 6032.323730
	Iteration 35Q: 3 clusters Score -2.323565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 190918 members 
Entering Unmasked Estep 
Score: -23235664.000000 Penalty: 6032.323730
	Iteration 36Q: 3 clusters Score -2.323566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 190920 members 
Entering Unmasked Estep 
Score: -23235658.000000 Penalty: 6032.323730
	Iteration 37Q: 3 clusters Score -2.323566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 190918 members 
Entering Unmasked Estep 
Score: -23235662.000000 Penalty: 6032.323730
	Iteration 38Q: 3 clusters Score -2.323566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 190921 members 
Entering Unmasked Estep 
Score: -23235680.000000 Penalty: 6032.323730
	Iteration 39Q: 3 clusters Score -2.323568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 190923 members 
Entering Unmasked Estep 
Score: -23235676.000000 Penalty: 6032.323730
	Iteration 40F: 3 clusters Score -2.323568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 190922 members 
Entering Unmasked Estep 
Score: -23235676.000000 Penalty: 6032.323730
	Iteration 41Q: 3 clusters Score -2.323568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 190921 members 
Entering Unmasked Estep 
Score: -23235684.000000 Penalty: 6032.323730
	Iteration 42Q: 3 clusters Score -2.323568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 190922 members 
Entering Unmasked Estep 
Score: -23235682.000000 Penalty: 6032.323730
	Iteration 43Q: 3 clusters Score -2.323568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 190922 members 
Entering Unmasked Estep 
Score: -23235682.000000 Penalty: 6032.323730
	Iteration 44F: 3 clusters Score -2.323568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (80760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80760 members 
Entering Unmasked Estep 
Score: -9765538.000000 Penalty: 2802.210938
	Iteration 0F: 2 clusters Score -9765538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -9711576.000000 Penalty: 5604.421875
	Iteration 0F: 3 clusters Score -9711576 nChanged 37816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -9732551.000000 Penalty: 5604.421875
	Iteration 1F: 3 clusters Score -9732551 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -9732997.000000 Penalty: 5604.421875
	Iteration 2Q: 3 clusters Score -9732997 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -9733404.000000 Penalty: 5604.421875
	Iteration 3Q: 3 clusters Score -9733404 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -9733765.000000 Penalty: 5604.421875
	Iteration 4Q: 3 clusters Score -9733765 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -9734080.000000 Penalty: 5604.421875
	Iteration 5Q: 3 clusters Score -9734080 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -9734362.000000 Penalty: 5604.421875
	Iteration 6Q: 3 clusters Score -9734362 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -9734650.000000 Penalty: 5604.421875
	Iteration 7Q: 3 clusters Score -9734650 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -9734847.000000 Penalty: 5604.421875
	Iteration 8Q: 3 clusters Score -9734847 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -9735121.000000 Penalty: 5604.421875
	Iteration 9Q: 3 clusters Score -9735121 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -9735480.000000 Penalty: 5604.421875
	Iteration 10Q: 3 clusters Score -9735480 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -9735815.000000 Penalty: 5604.421875
	Iteration 11Q: 3 clusters Score -9735815 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -9736169.000000 Penalty: 5604.421875
	Iteration 12Q: 3 clusters Score -9736169 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -9736670.000000 Penalty: 5604.421875
	Iteration 13Q: 3 clusters Score -9736670 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -9737344.000000 Penalty: 5604.421875
	Iteration 14Q: 3 clusters Score -9737344 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -9738162.000000 Penalty: 5604.421875
	Iteration 15Q: 3 clusters Score -9738162 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -9739435.000000 Penalty: 5604.421875
	Iteration 16Q: 3 clusters Score -9739435 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -9741387.000000 Penalty: 5604.421875
	Iteration 17Q: 3 clusters Score -9741387 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -9743970.000000 Penalty: 5604.421875
	Iteration 18F: 3 clusters Score -9743970 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 58422 members 
Entering Unmasked Estep 
Score: -9747305.000000 Penalty: 5604.421875
	Iteration 19F: 3 clusters Score -9747305 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 63193 members 
Entering Unmasked Estep 
Score: -9751130.000000 Penalty: 5604.421875
	Iteration 20F: 3 clusters Score -9751130 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 67689 members 
Entering Unmasked Estep 
Score: -9755068.000000 Penalty: 5604.421875
	Iteration 21F: 3 clusters Score -9755068 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 71269 members 
Entering Unmasked Estep 
Score: -9757987.000000 Penalty: 5604.421875
	Iteration 22Q: 3 clusters Score -9757987 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 73773 members 
Entering Unmasked Estep 
Score: -9759969.000000 Penalty: 5604.421875
	Iteration 23Q: 3 clusters Score -9759969 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 75421 members 
Entering Unmasked Estep 
Score: -9761198.000000 Penalty: 5604.421875
	Iteration 24Q: 3 clusters Score -9761198 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 76498 members 
Entering Unmasked Estep 
Score: -9761894.000000 Penalty: 5604.421875
	Iteration 25Q: 3 clusters Score -9761894 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 77247 members 
Entering Unmasked Estep 
Score: -9762325.000000 Penalty: 5604.421875
	Iteration 26Q: 3 clusters Score -9762325 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 77741 members 
Entering Unmasked Estep 
Score: -9762569.000000 Penalty: 5604.421875
	Iteration 27Q: 3 clusters Score -9762569 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 78103 members 
Entering Unmasked Estep 
Score: -9762774.000000 Penalty: 5604.421875
	Iteration 28Q: 3 clusters Score -9762774 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 78343 members 
Entering Unmasked Estep 
Score: -9762888.000000 Penalty: 5604.421875
	Iteration 29Q: 3 clusters Score -9762888 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -9762959.000000 Penalty: 5604.421875
	Iteration 30Q: 3 clusters Score -9762959 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 78665 members 
Entering Unmasked Estep 
Score: -9763060.000000 Penalty: 5604.421875
	Iteration 31Q: 3 clusters Score -9763060 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 78778 members 
Entering Unmasked Estep 
Score: -9763126.000000 Penalty: 5604.421875
	Iteration 32Q: 3 clusters Score -9763126 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 78869 members 
Entering Unmasked Estep 
Score: -9763206.000000 Penalty: 5604.421875
	Iteration 33Q: 3 clusters Score -9763206 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -9763208.000000 Penalty: 5604.421875
	Iteration 34Q: 3 clusters Score -9763208 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 78984 members 
Entering Unmasked Estep 
Score: -9763235.000000 Penalty: 5604.421875
	Iteration 35Q: 3 clusters Score -9763235 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 79028 members 
Entering Unmasked Estep 
Score: -9763244.000000 Penalty: 5604.421875
	Iteration 36Q: 3 clusters Score -9763244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 79069 members 
Entering Unmasked Estep 
Score: -9763278.000000 Penalty: 5604.421875
	Iteration 37Q: 3 clusters Score -9763278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 79097 members 
Entering Unmasked Estep 
Score: -9763270.000000 Penalty: 5604.421875
	Iteration 38Q: 3 clusters Score -9763270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 79121 members 
Entering Unmasked Estep 
Score: -9763287.000000 Penalty: 5604.421875
	Iteration 39Q: 3 clusters Score -9763287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 79141 members 
Entering Unmasked Estep 
Score: -9763303.000000 Penalty: 5604.421875
	Iteration 40F: 3 clusters Score -9763303 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 79164 members 
Entering Unmasked Estep 
Score: -9763304.000000 Penalty: 5604.421875
	Iteration 41Q: 3 clusters Score -9763304 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -9763299.000000 Penalty: 5604.421875
	Iteration 42Q: 3 clusters Score -9763299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 79194 members 
Entering Unmasked Estep 
Score: -9763312.000000 Penalty: 5604.421875
	Iteration 43Q: 3 clusters Score -9763312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 79205 members 
Entering Unmasked Estep 
Score: -9763320.000000 Penalty: 5604.421875
	Iteration 44Q: 3 clusters Score -9763320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 79222 members 
Entering Unmasked Estep 
Score: -9763322.000000 Penalty: 5604.421875
	Iteration 45Q: 3 clusters Score -9763322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 79232 members 
Entering Unmasked Estep 
Score: -9763330.000000 Penalty: 5604.421875
	Iteration 46Q: 3 clusters Score -9763330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 79243 members 
Entering Unmasked Estep 
Score: -9763335.000000 Penalty: 5604.421875
	Iteration 47Q: 3 clusters Score -9763335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 79253 members 
Entering Unmasked Estep 
Score: -9763334.000000 Penalty: 5604.421875
	Iteration 48Q: 3 clusters Score -9763334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 79260 members 
Entering Unmasked Estep 
Score: -9763323.000000 Penalty: 5604.421875
	Iteration 49Q: 3 clusters Score -9763323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 79263 members 
Entering Unmasked Estep 
Score: -9763326.000000 Penalty: 5604.421875
	Iteration 50Q: 3 clusters Score -9763326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 79266 members 
Entering Unmasked Estep 
Score: -9763330.000000 Penalty: 5604.421875
	Iteration 51Q: 3 clusters Score -9763330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 79270 members 
Entering Unmasked Estep 
Score: -9763332.000000 Penalty: 5604.421875
	Iteration 52Q: 3 clusters Score -9763332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 79271 members 
Entering Unmasked Estep 
Score: -9763331.000000 Penalty: 5604.421875
	Iteration 53Q: 3 clusters Score -9763331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 79270 members 
Entering Unmasked Estep 
Score: -9763337.000000 Penalty: 5604.421875
	Iteration 54Q: 3 clusters Score -9763337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 79271 members 
Entering Unmasked Estep 
Score: -9763336.000000 Penalty: 5604.421875
	Iteration 55Q: 3 clusters Score -9763336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -9763337.000000 Penalty: 5604.421875
	Iteration 56Q: 3 clusters Score -9763337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -9763337.000000 Penalty: 5604.421875
	Iteration 57F: 3 clusters Score -9763337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Entering Unmasked Estep 
Score: -284090.937500 Penalty: 1935.656616
	Iteration 0F: 2 clusters Score -284090.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -281191.250000 Penalty: 3871.313232
	Iteration 0F: 3 clusters Score -281191.2 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -281757.031250 Penalty: 3871.313232
	Iteration 1F: 3 clusters Score -281757 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -281960.875000 Penalty: 3871.313232
	Iteration 2F: 3 clusters Score -281960.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -282104.156250 Penalty: 3871.313232
	Iteration 3F: 3 clusters Score -282104.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -282207.375000 Penalty: 3871.313232
	Iteration 4F: 3 clusters Score -282207.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -282291.843750 Penalty: 3871.313232
	Iteration 5Q: 3 clusters Score -282291.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -282386.125000 Penalty: 3871.313232
	Iteration 6Q: 3 clusters Score -282386.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -282478.000000 Penalty: 3871.313232
	Iteration 7Q: 3 clusters Score -282478 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -282547.875000 Penalty: 3871.313232
	Iteration 8Q: 3 clusters Score -282547.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -282612.437500 Penalty: 3871.313232
	Iteration 9Q: 3 clusters Score -282612.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -282667.781250 Penalty: 3871.313232
	Iteration 10Q: 3 clusters Score -282667.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -282724.406250 Penalty: 3871.313232
	Iteration 11Q: 3 clusters Score -282724.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -282782.781250 Penalty: 3871.313232
	Iteration 12Q: 3 clusters Score -282782.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -282827.718750 Penalty: 3871.313232
	Iteration 13Q: 3 clusters Score -282827.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -282855.375000 Penalty: 3871.313232
	Iteration 14Q: 3 clusters Score -282855.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -282876.093750 Penalty: 3871.313232
	Iteration 15Q: 3 clusters Score -282876.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -282890.687500 Penalty: 3871.313232
	Iteration 16Q: 3 clusters Score -282890.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -282904.093750 Penalty: 3871.313232
	Iteration 17Q: 3 clusters Score -282904.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -282916.656250 Penalty: 3871.313232
	Iteration 18Q: 3 clusters Score -282916.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -282921.375000 Penalty: 3871.313232
	Iteration 19Q: 3 clusters Score -282921.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -282926.062500 Penalty: 3871.313232
	Iteration 20F: 3 clusters Score -282926.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -282933.843750 Penalty: 3871.313232
	Iteration 21Q: 3 clusters Score -282933.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -282941.031250 Penalty: 3871.313232
	Iteration 22Q: 3 clusters Score -282941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -282949.281250 Penalty: 3871.313232
	Iteration 23Q: 3 clusters Score -282949.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -282954.437500 Penalty: 3871.313232
	Iteration 24Q: 3 clusters Score -282954.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -282958.125000 Penalty: 3871.313232
	Iteration 25Q: 3 clusters Score -282958.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -282962.687500 Penalty: 3871.313232
	Iteration 26Q: 3 clusters Score -282962.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -282966.312500 Penalty: 3871.313232
	Iteration 27Q: 3 clusters Score -282966.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -282973.312500 Penalty: 3871.313232
	Iteration 28Q: 3 clusters Score -282973.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -282985.437500 Penalty: 3871.313232
	Iteration 29Q: 3 clusters Score -282985.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -282989.187500 Penalty: 3871.313232
	Iteration 30Q: 3 clusters Score -282989.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -282996.187500 Penalty: 3871.313232
	Iteration 31Q: 3 clusters Score -282996.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -283008.406250 Penalty: 3871.313232
	Iteration 32Q: 3 clusters Score -283008.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -283020.031250 Penalty: 3871.313232
	Iteration 33Q: 3 clusters Score -283020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -283030.375000 Penalty: 3871.313232
	Iteration 34Q: 3 clusters Score -283030.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -283038.656250 Penalty: 3871.313232
	Iteration 35Q: 3 clusters Score -283038.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -283046.468750 Penalty: 3871.313232
	Iteration 36Q: 3 clusters Score -283046.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -283052.718750 Penalty: 3871.313232
	Iteration 37Q: 3 clusters Score -283052.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -283059.750000 Penalty: 3871.313232
	Iteration 38Q: 3 clusters Score -283059.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -283070.468750 Penalty: 3871.313232
	Iteration 39Q: 3 clusters Score -283070.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -283083.531250 Penalty: 3871.313232
	Iteration 40F: 3 clusters Score -283083.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -283094.500000 Penalty: 3871.313232
	Iteration 41Q: 3 clusters Score -283094.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -283098.843750 Penalty: 3871.313232
	Iteration 42Q: 3 clusters Score -283098.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -283100.250000 Penalty: 3871.313232
	Iteration 43Q: 3 clusters Score -283100.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -283102.343750 Penalty: 3871.313232
	Iteration 44Q: 3 clusters Score -283102.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -283105.437500 Penalty: 3871.313232
	Iteration 45Q: 3 clusters Score -283105.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -283107.250000 Penalty: 3871.313232
	Iteration 46Q: 3 clusters Score -283107.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -283109.875000 Penalty: 3871.313232
	Iteration 47Q: 3 clusters Score -283109.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -283111.937500 Penalty: 3871.313232
	Iteration 48Q: 3 clusters Score -283111.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -283112.781250 Penalty: 3871.313232
	Iteration 49Q: 3 clusters Score -283112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -283113.125000 Penalty: 3871.313232
	Iteration 50Q: 3 clusters Score -283113.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -283113.562500 Penalty: 3871.313232
	Iteration 51Q: 3 clusters Score -283113.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -283114.125000 Penalty: 3871.313232
	Iteration 52Q: 3 clusters Score -283114.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -283114.125000 Penalty: 3871.313232
	Iteration 53F: 3 clusters Score -283114.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Entering Unmasked Estep 
Score: -210318.421875 Penalty: 1860.405396
	Iteration 0F: 2 clusters Score -210318.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -207823.609375 Penalty: 3720.810791
	Iteration 0F: 3 clusters Score -207823.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -208237.609375 Penalty: 3720.810791
	Iteration 1F: 3 clusters Score -208237.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -208466.968750 Penalty: 3720.810791
	Iteration 2F: 3 clusters Score -208467 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -208749.000000 Penalty: 3720.810791
	Iteration 3F: 3 clusters Score -208749 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -209069.375000 Penalty: 3720.810791
	Iteration 4F: 3 clusters Score -209069.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -209313.046875 Penalty: 3720.810791
	Iteration 5F: 3 clusters Score -209313 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -209510.156250 Penalty: 3720.810791
	Iteration 6F: 3 clusters Score -209510.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -209676.296875 Penalty: 3720.810791
	Iteration 7F: 3 clusters Score -209676.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -209843.312500 Penalty: 3720.810791
	Iteration 8Q: 3 clusters Score -209843.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -209977.218750 Penalty: 3720.810791
	Iteration 9Q: 3 clusters Score -209977.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -210087.031250 Penalty: 3720.810791
	Iteration 10Q: 3 clusters Score -210087 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -210174.171875 Penalty: 3720.810791
	Iteration 11Q: 3 clusters Score -210174.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -210236.406250 Penalty: 3720.810791
	Iteration 12Q: 3 clusters Score -210236.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -210285.609375 Penalty: 3720.810791
	Iteration 13Q: 3 clusters Score -210285.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -210343.703125 Penalty: 3720.810791
	Iteration 14Q: 3 clusters Score -210343.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -210404.203125 Penalty: 3720.810791
	Iteration 15Q: 3 clusters Score -210404.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -210466.421875 Penalty: 3720.810791
	Iteration 16Q: 3 clusters Score -210466.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -210501.437500 Penalty: 3720.810791
	Iteration 17Q: 3 clusters Score -210501.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -210521.750000 Penalty: 3720.810791
	Iteration 18Q: 3 clusters Score -210521.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -210544.609375 Penalty: 3720.810791
	Iteration 19Q: 3 clusters Score -210544.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -210572.593750 Penalty: 3720.810791
	Iteration 20F: 3 clusters Score -210572.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -210631.734375 Penalty: 3720.810791
	Iteration 21Q: 3 clusters Score -210631.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -210695.171875 Penalty: 3720.810791
	Iteration 22Q: 3 clusters Score -210695.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -210735.937500 Penalty: 3720.810791
	Iteration 23Q: 3 clusters Score -210735.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -210741.781250 Penalty: 3720.810791
	Iteration 24Q: 3 clusters Score -210741.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -210741.781250 Penalty: 3720.810791
	Iteration 25F: 3 clusters Score -210741.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191366 members 
Mstep: Class 2 contains 80760 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1575 members 
Mstep: Class 5 contains 60679 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40763 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33090 members 
Mstep: Class 11 contains 8854 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8683 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13639 members 
Mstep: Class 19 contains 53462 members 
Mstep: Class 20 contains 10687 members 
Mstep: Class 21 contains 19791 members 
Mstep: Class 22 contains 8979 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53801 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242966 members 
Mstep: Class 32 contains 11139 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213530 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118593 members 
Mstep: Class 40 contains 312 members 
Mstep: Class 41 contains 236 members 
Entering Unmasked Estep 
Score: -148077072.000000 Penalty: 142708.921875
Splitting cluster 4 changes total score from -148078272.000000 to -148077072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (60679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60679 members 
Entering Unmasked Estep 
Score: -7467685.500000 Penalty: 2731.311523
	Iteration 0F: 2 clusters Score -7467686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -7426828.000000 Penalty: 5462.623047
	Iteration 0F: 3 clusters Score -7426828 nChanged 28177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -7442653.000000 Penalty: 5462.623047
	Iteration 1F: 3 clusters Score -7442653 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -7443282.000000 Penalty: 5462.623047
	Iteration 2Q: 3 clusters Score -7443282 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -7443885.500000 Penalty: 5462.623047
	Iteration 3Q: 3 clusters Score -7443886 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -7444715.500000 Penalty: 5462.623047
	Iteration 4Q: 3 clusters Score -7444716 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -7445795.500000 Penalty: 5462.623047
	Iteration 5Q: 3 clusters Score -7445796 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -7447215.500000 Penalty: 5462.623047
	Iteration 6Q: 3 clusters Score -7447216 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -7449211.000000 Penalty: 5462.623047
	Iteration 7F: 3 clusters Score -7449211 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -7451914.000000 Penalty: 5462.623047
	Iteration 8F: 3 clusters Score -7451914 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -7454929.500000 Penalty: 5462.623047
	Iteration 9F: 3 clusters Score -7454930 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -7457360.500000 Penalty: 5462.623047
	Iteration 10F: 3 clusters Score -7457360 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -7458929.000000 Penalty: 5462.623047
	Iteration 11Q: 3 clusters Score -7458929 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -7459734.000000 Penalty: 5462.623047
	Iteration 12Q: 3 clusters Score -7459734 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -7460195.000000 Penalty: 5462.623047
	Iteration 13Q: 3 clusters Score -7460195 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -7460492.000000 Penalty: 5462.623047
	Iteration 14Q: 3 clusters Score -7460492 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -7460713.500000 Penalty: 5462.623047
	Iteration 15Q: 3 clusters Score -7460714 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -7460890.500000 Penalty: 5462.623047
	Iteration 16Q: 3 clusters Score -7460890 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -7461027.000000 Penalty: 5462.623047
	Iteration 17Q: 3 clusters Score -7461027 nChanged 561
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7461100 nChanged 486
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7461216 nChanged 444
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7461285 nChanged 381
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7461334 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7461358 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7461393 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7461394 nChanged 295
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Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7461444 nChanged 296
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Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7461488 nChanged 281
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Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7461514 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7461542 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7461572 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7461638 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7461658 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7461704 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7461738 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7461774 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7461775 nChanged 227
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7461837 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7461858 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7461900 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7461927 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7461960 nChanged 209
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7461986 nChanged 228
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7462048 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7462174 nChanged 200
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Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7462202 nChanged 218
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Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7462242 nChanged 228
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Mstep: Class 1 contains 14744 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7462296 nChanged 206
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Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7462315 nChanged 189
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Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7462340 nChanged 215
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Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7462374 nChanged 205
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Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7462426 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7462462 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7462488 nChanged 178
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Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7462502 nChanged 190
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Mstep: Class 1 contains 13232 members 
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	Iteration 58Q: 3 clusters Score -7462518 nChanged 188
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Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7462565 nChanged 205
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Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7462593 nChanged 206
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Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7462610 nChanged 218
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Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7462628 nChanged 238
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Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7462689 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7462722 nChanged 250
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Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7462772 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7462807 nChanged 244
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Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7462858 nChanged 278
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Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7462892 nChanged 246
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Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 50035 members 
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	Iteration 70Q: 3 clusters Score -7462973 nChanged 241
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Mstep: Class 1 contains 10411 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7463010 nChanged 247
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Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7463069 nChanged 272
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9904 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7463126 nChanged 301
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Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7463226 nChanged 325
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Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7463272 nChanged 353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 51738 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7463399 nChanged 365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 52087 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7463516 nChanged 380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 52459 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7463636 nChanged 404
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 52851 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7463738 nChanged 374
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 53217 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7463829 nChanged 375
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7463978 nChanged 386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7464082 nChanged 361
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7464340 nChanged 353
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Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 55373 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7464548 nChanged 338
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Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7464668 nChanged 340
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Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 56316 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7464835 nChanged 245
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Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 56555 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7464933 nChanged 243
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Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7464962 nChanged 187
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Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7465026 nChanged 186
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Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 57151 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7465074 nChanged 182
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Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 57323 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7465126 nChanged 145
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Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7465166 nChanged 133
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Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 57591 members 
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Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 57696 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7465201 nChanged 100
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Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 57786 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7465232 nChanged 91
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Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 57873 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7465246 nChanged 95
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Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7465264 nChanged 85
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Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7465301 nChanged 98
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Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 58133 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7465327 nChanged 87
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Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 58210 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7465362 nChanged 70
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Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 58278 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7465388 nChanged 81
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Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7465404 nChanged 76
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Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 58415 members 
Entering Unmasked Estep 
Score: -7465401.500000 Penalty: 5462.623047
	Iteration 106Q: 3 clusters Score -7465402 nChanged 57
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Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 58464 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7465411 nChanged 45
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Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7465437 nChanged 53
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Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -7465465.000000 Penalty: 5462.623047
	Iteration 109Q: 3 clusters Score -7465465 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -7465480.000000 Penalty: 5462.623047
	Iteration 110Q: 3 clusters Score -7465480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 58612 members 
Entering Unmasked Estep 
Score: -7465492.500000 Penalty: 5462.623047
	Iteration 111Q: 3 clusters Score -7465492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 58637 members 
Entering Unmasked Estep 
Score: -7465515.500000 Penalty: 5462.623047
	Iteration 112Q: 3 clusters Score -7465516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -7465521.500000 Penalty: 5462.623047
	Iteration 113Q: 3 clusters Score -7465522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 58689 members 
Entering Unmasked Estep 
Score: -7465523.500000 Penalty: 5462.623047
	Iteration 114Q: 3 clusters Score -7465524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 58716 members 
Entering Unmasked Estep 
Score: -7465535.500000 Penalty: 5462.623047
	Iteration 115Q: 3 clusters Score -7465536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -7465545.000000 Penalty: 5462.623047
	Iteration 116Q: 3 clusters Score -7465545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 58751 members 
Entering Unmasked Estep 
Score: -7465561.500000 Penalty: 5462.623047
	Iteration 117Q: 3 clusters Score -7465562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 58768 members 
Entering Unmasked Estep 
Score: -7465555.500000 Penalty: 5462.623047
	Iteration 118Q: 3 clusters Score -7465556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 58779 members 
Entering Unmasked Estep 
Score: -7465561.000000 Penalty: 5462.623047
	Iteration 119Q: 3 clusters Score -7465561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -7465558.000000 Penalty: 5462.623047
	Iteration 120F: 3 clusters Score -7465558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 58797 members 
Entering Unmasked Estep 
Score: -7465558.000000 Penalty: 5462.623047
	Iteration 121Q: 3 clusters Score -7465558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -7465567.500000 Penalty: 5462.623047
	Iteration 122Q: 3 clusters Score -7465568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -7465558.500000 Penalty: 5462.623047
	Iteration 123Q: 3 clusters Score -7465558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -7465561.000000 Penalty: 5462.623047
	Iteration 124Q: 3 clusters Score -7465561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 58832 members 
Entering Unmasked Estep 
Score: -7465564.000000 Penalty: 5462.623047
	Iteration 125Q: 3 clusters Score -7465564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 58844 members 
Entering Unmasked Estep 
Score: -7465565.000000 Penalty: 5462.623047
	Iteration 126Q: 3 clusters Score -7465565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -7465558.000000 Penalty: 5462.623047
	Iteration 127Q: 3 clusters Score -7465558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
Score: -7465560.000000 Penalty: 5462.623047
	Iteration 128Q: 3 clusters Score -7465560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 58857 members 
Entering Unmasked Estep 
Score: -7465550.500000 Penalty: 5462.623047
	Iteration 129Q: 3 clusters Score -7465550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 58862 members 
Entering Unmasked Estep 
Score: -7465552.500000 Penalty: 5462.623047
	Iteration 130Q: 3 clusters Score -7465552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 58864 members 
Entering Unmasked Estep 
Score: -7465549.500000 Penalty: 5462.623047
	Iteration 131Q: 3 clusters Score -7465550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 58870 members 
Entering Unmasked Estep 
Score: -7465561.500000 Penalty: 5462.623047
	Iteration 132Q: 3 clusters Score -7465562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 58871 members 
Entering Unmasked Estep 
Score: -7465566.000000 Penalty: 5462.623047
	Iteration 133Q: 3 clusters Score -7465566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 58872 members 
Entering Unmasked Estep 
Score: -7465566.500000 Penalty: 5462.623047
	Iteration 134Q: 3 clusters Score -7465566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 58875 members 
Entering Unmasked Estep 
Score: -7465561.000000 Penalty: 5462.623047
	Iteration 135Q: 3 clusters Score -7465561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 58879 members 
Entering Unmasked Estep 
Score: -7465560.000000 Penalty: 5462.623047
	Iteration 136Q: 3 clusters Score -7465560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 58883 members 
Entering Unmasked Estep 
Score: -7465569.000000 Penalty: 5462.623047
	Iteration 137Q: 3 clusters Score -7465569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 58886 members 
Entering Unmasked Estep 
Score: -7465571.000000 Penalty: 5462.623047
	Iteration 138Q: 3 clusters Score -7465571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -7465571.500000 Penalty: 5462.623047
	Iteration 139Q: 3 clusters Score -7465572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 58888 members 
Entering Unmasked Estep 
Score: -7465576.500000 Penalty: 5462.623047
	Iteration 140F: 3 clusters Score -7465576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -7465573.000000 Penalty: 5462.623047
	Iteration 141Q: 3 clusters Score -7465573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 58891 members 
Entering Unmasked Estep 
Score: -7465574.000000 Penalty: 5462.623047
	Iteration 142Q: 3 clusters Score -7465574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -7465575.000000 Penalty: 5462.623047
	Iteration 143Q: 3 clusters Score -7465575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 58892 members 
Entering Unmasked Estep 
Score: -7465575.000000 Penalty: 5462.623047
	Iteration 144F: 3 clusters Score -7465575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Entering Unmasked Estep 
Score: -376650.375000 Penalty: 2009.441528
	Iteration 0F: 2 clusters Score -376650.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -373181.718750 Penalty: 4018.883057
	Iteration 0F: 3 clusters Score -373181.7 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -373917.343750 Penalty: 4018.883057
	Iteration 1F: 3 clusters Score -373917.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -374182.656250 Penalty: 4018.883057
	Iteration 2F: 3 clusters Score -374182.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -374356.843750 Penalty: 4018.883057
	Iteration 3F: 3 clusters Score -374356.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -374500.843750 Penalty: 4018.883057
	Iteration 4F: 3 clusters Score -374500.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -374603.000000 Penalty: 4018.883057
	Iteration 5Q: 3 clusters Score -374603 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -374689.437500 Penalty: 4018.883057
	Iteration 6Q: 3 clusters Score -374689.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -374785.875000 Penalty: 4018.883057
	Iteration 7Q: 3 clusters Score -374785.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -374875.250000 Penalty: 4018.883057
	Iteration 8Q: 3 clusters Score -374875.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -374946.187500 Penalty: 4018.883057
	Iteration 9Q: 3 clusters Score -374946.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -375006.250000 Penalty: 4018.883057
	Iteration 10Q: 3 clusters Score -375006.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -375057.562500 Penalty: 4018.883057
	Iteration 11Q: 3 clusters Score -375057.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -375104.000000 Penalty: 4018.883057
	Iteration 12Q: 3 clusters Score -375104 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -375141.093750 Penalty: 4018.883057
	Iteration 13Q: 3 clusters Score -375141.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -375190.437500 Penalty: 4018.883057
	Iteration 14Q: 3 clusters Score -375190.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -375242.812500 Penalty: 4018.883057
	Iteration 15Q: 3 clusters Score -375242.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -375310.187500 Penalty: 4018.883057
	Iteration 16Q: 3 clusters Score -375310.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -375381.093750 Penalty: 4018.883057
	Iteration 17Q: 3 clusters Score -375381.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -375435.937500 Penalty: 4018.883057
	Iteration 18Q: 3 clusters Score -375435.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -375504.906250 Penalty: 4018.883057
	Iteration 19Q: 3 clusters Score -375504.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -375563.312500 Penalty: 4018.883057
	Iteration 20F: 3 clusters Score -375563.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -375632.437500 Penalty: 4018.883057
	Iteration 21Q: 3 clusters Score -375632.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -375697.062500 Penalty: 4018.883057
	Iteration 22Q: 3 clusters Score -375697.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -375769.750000 Penalty: 4018.883057
	Iteration 23Q: 3 clusters Score -375769.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -375842.906250 Penalty: 4018.883057
	Iteration 24Q: 3 clusters Score -375842.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -375897.156250 Penalty: 4018.883057
	Iteration 25Q: 3 clusters Score -375897.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -375920.343750 Penalty: 4018.883057
	Iteration 26Q: 3 clusters Score -375920.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -375929.375000 Penalty: 4018.883057
	Iteration 27Q: 3 clusters Score -375929.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -375934.468750 Penalty: 4018.883057
	Iteration 28Q: 3 clusters Score -375934.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -375938.875000 Penalty: 4018.883057
	Iteration 29Q: 3 clusters Score -375938.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -375943.468750 Penalty: 4018.883057
	Iteration 30Q: 3 clusters Score -375943.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -375947.625000 Penalty: 4018.883057
	Iteration 31Q: 3 clusters Score -375947.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -375950.156250 Penalty: 4018.883057
	Iteration 32Q: 3 clusters Score -375950.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -375952.343750 Penalty: 4018.883057
	Iteration 33Q: 3 clusters Score -375952.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -375954.968750 Penalty: 4018.883057
	Iteration 34Q: 3 clusters Score -375955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -375957.812500 Penalty: 4018.883057
	Iteration 35Q: 3 clusters Score -375957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -375957.343750 Penalty: 4018.883057
	Iteration 36Q: 3 clusters Score -375957.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -375958.750000 Penalty: 4018.883057
	Iteration 37Q: 3 clusters Score -375958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -375959.718750 Penalty: 4018.883057
	Iteration 38Q: 3 clusters Score -375959.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -375960.125000 Penalty: 4018.883057
	Iteration 39Q: 3 clusters Score -375960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -375965.968750 Penalty: 4018.883057
	Iteration 40F: 3 clusters Score -375966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -375967.968750 Penalty: 4018.883057
	Iteration 41Q: 3 clusters Score -375968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -375969.062500 Penalty: 4018.883057
	Iteration 42Q: 3 clusters Score -375969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -375969.218750 Penalty: 4018.883057
	Iteration 43Q: 3 clusters Score -375969.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -375969.656250 Penalty: 4018.883057
	Iteration 44Q: 3 clusters Score -375969.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -375970.937500 Penalty: 4018.883057
	Iteration 45Q: 3 clusters Score -375970.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -375971.656250 Penalty: 4018.883057
	Iteration 46Q: 3 clusters Score -375971.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -375972.250000 Penalty: 4018.883057
	Iteration 47Q: 3 clusters Score -375972.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -375973.968750 Penalty: 4018.883057
	Iteration 48Q: 3 clusters Score -375974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -375973.968750 Penalty: 4018.883057
	Iteration 49F: 3 clusters Score -375974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -203070.796875 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -203070.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -200653.015625 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -200653 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -201024.125000 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -201024.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -201134.562500 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -201134.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -201201.609375 Penalty: 3673.427246
	Iteration 3Q: 3 clusters Score -201201.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -201233.828125 Penalty: 3673.427246
	Iteration 4Q: 3 clusters Score -201233.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -201256.296875 Penalty: 3673.427246
	Iteration 5Q: 3 clusters Score -201256.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -201269.937500 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -201269.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -201282.234375 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -201282.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -201290.390625 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -201290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -201292.531250 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -201292.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -201295.859375 Penalty: 3673.427246
	Iteration 10Q: 3 clusters Score -201295.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -201296.328125 Penalty: 3673.427246
	Iteration 11Q: 3 clusters Score -201296.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -201297.015625 Penalty: 3673.427246
	Iteration 12Q: 3 clusters Score -201297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -201297.015625 Penalty: 3673.427246
	Iteration 13F: 3 clusters Score -201297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Entering Unmasked Estep 
Score: -4887962.500000 Penalty: 2632.651367
	Iteration 0F: 2 clusters Score -4887962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -4860191.500000 Penalty: 5265.302734
	Iteration 0F: 3 clusters Score -4860192 nChanged 18788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -4870307.000000 Penalty: 5265.302734
	Iteration 1F: 3 clusters Score -4870307 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -4870791.000000 Penalty: 5265.302734
	Iteration 2Q: 3 clusters Score -4870791 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -4871307.500000 Penalty: 5265.302734
	Iteration 3Q: 3 clusters Score -4871308 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -4872041.500000 Penalty: 5265.302734
	Iteration 4Q: 3 clusters Score -4872042 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -4873155.000000 Penalty: 5265.302734
	Iteration 5F: 3 clusters Score -4873155 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -4874881.000000 Penalty: 5265.302734
	Iteration 6F: 3 clusters Score -4874881 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -4877485.000000 Penalty: 5265.302734
	Iteration 7F: 3 clusters Score -4877485 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -4880625.500000 Penalty: 5265.302734
	Iteration 8F: 3 clusters Score -4880626 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -4883183.500000 Penalty: 5265.302734
	Iteration 9F: 3 clusters Score -4883184 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -4884609.500000 Penalty: 5265.302734
	Iteration 10Q: 3 clusters Score -4884610 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -4885243.500000 Penalty: 5265.302734
	Iteration 11Q: 3 clusters Score -4885244 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -4885588.500000 Penalty: 5265.302734
	Iteration 12Q: 3 clusters Score -4885588 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -4885771.500000 Penalty: 5265.302734
	Iteration 13Q: 3 clusters Score -4885772 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -4885860.500000 Penalty: 5265.302734
	Iteration 14Q: 3 clusters Score -4885860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -4885903.500000 Penalty: 5265.302734
	Iteration 15Q: 3 clusters Score -4885904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -4885933.000000 Penalty: 5265.302734
	Iteration 16Q: 3 clusters Score -4885933 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -4885947.500000 Penalty: 5265.302734
	Iteration 17Q: 3 clusters Score -4885948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -4885950.000000 Penalty: 5265.302734
	Iteration 18Q: 3 clusters Score -4885950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -4885963.000000 Penalty: 5265.302734
	Iteration 19Q: 3 clusters Score -4885963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -4885977.000000 Penalty: 5265.302734
	Iteration 20F: 3 clusters Score -4885977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -4885992.500000 Penalty: 5265.302734
	Iteration 21Q: 3 clusters Score -4885992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -4885992.500000 Penalty: 5265.302734
	Iteration 22Q: 3 clusters Score -4885992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -4885996.500000 Penalty: 5265.302734
	Iteration 23Q: 3 clusters Score -4885996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -4886000.000000 Penalty: 5265.302734
	Iteration 24Q: 3 clusters Score -4886000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -4885996.500000 Penalty: 5265.302734
	Iteration 25Q: 3 clusters Score -4885996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -4886000.000000 Penalty: 5265.302734
	Iteration 26Q: 3 clusters Score -4886000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -4886000.000000 Penalty: 5265.302734
	Iteration 27F: 3 clusters Score -4886000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -44580.449219 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -44580.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43111.546875 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -43111.55 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43333.976562 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -43333.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43398.265625 Penalty: 3069.378906
	Iteration 2Q: 3 clusters Score -43398.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43449.406250 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -43449.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43473.199219 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -43473.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43553.613281 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -43553.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43609.082031 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -43609.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43656.984375 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -43656.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -43700.332031 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -43700.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -43746.421875 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -43746.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43833.820312 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -43833.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43914.664062 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -43914.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44012.179688 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -44012.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44079.035156 Penalty: 3069.378906
	Iteration 13Q: 3 clusters Score -44079.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -44242.937500 Penalty: 3069.378906
	Iteration 14Q: 3 clusters Score -44242.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44525.000000 Penalty: 3069.378906
	Iteration 15Q: 3 clusters Score -44525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44693.480469 Penalty: 3069.378906
	Iteration 16Q: 3 clusters Score -44693.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -44859.230469 Penalty: 3069.378906
	Iteration 17Q: 3 clusters Score -44859.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45097.792969 Penalty: 3069.378906
	Iteration 18Q: 3 clusters Score -45097.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -45185.503906 Penalty: 3069.378906
	Iteration 19Q: 3 clusters Score -45185.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45222.273438 Penalty: 3069.378906
	Iteration 20F: 3 clusters Score -45222.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45231.843750 Penalty: 3069.378906
	Iteration 21Q: 3 clusters Score -45231.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45231.843750 Penalty: 3069.378906
	Iteration 22F: 3 clusters Score -45231.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191366 members 
Mstep: Class 2 contains 80760 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60679 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40763 members 
Mstep: Class 9 contains 291 members 
Mstep: Class 10 contains 33090 members 
Mstep: Class 11 contains 8854 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8683 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13639 members 
Mstep: Class 19 contains 53462 members 
Mstep: Class 20 contains 10687 members 
Mstep: Class 21 contains 19791 members 
Mstep: Class 22 contains 8979 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53801 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242966 members 
Mstep: Class 32 contains 11139 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213530 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118593 members 
Mstep: Class 40 contains 312 members 
Mstep: Class 41 contains 196 members 
Entering Unmasked Estep 
Score: -148076880.000000 Penalty: 142708.921875
Splitting cluster 9 changes total score from -148078272.000000 to -148076880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (33090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Entering Unmasked Estep 
Score: -3968056.000000 Penalty: 2580.932617
	Iteration 0F: 2 clusters Score -3968056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -3945509.500000 Penalty: 5161.865234
	Iteration 0F: 3 clusters Score -3945510 nChanged 14981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -3953642.750000 Penalty: 5161.865234
	Iteration 1F: 3 clusters Score -3953643 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -3954243.750000 Penalty: 5161.865234
	Iteration 2Q: 3 clusters Score -3954244 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -3954882.500000 Penalty: 5161.865234
	Iteration 3Q: 3 clusters Score -3954882 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -3955695.000000 Penalty: 5161.865234
	Iteration 4Q: 3 clusters Score -3955695 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -3956677.750000 Penalty: 5161.865234
	Iteration 5F: 3 clusters Score -3956678 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -3957731.250000 Penalty: 5161.865234
	Iteration 6F: 3 clusters Score -3957731 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3958778.500000 Penalty: 5161.865234
	Iteration 7F: 3 clusters Score -3958778 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -3959828.000000 Penalty: 5161.865234
	Iteration 8F: 3 clusters Score -3959828 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -3960887.500000 Penalty: 5161.865234
	Iteration 9F: 3 clusters Score -3960888 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -3961842.250000 Penalty: 5161.865234
	Iteration 10Q: 3 clusters Score -3961842 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3962736.250000 Penalty: 5161.865234
	Iteration 11Q: 3 clusters Score -3962736 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -3963493.000000 Penalty: 5161.865234
	Iteration 12Q: 3 clusters Score -3963493 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3963976.000000 Penalty: 5161.865234
	Iteration 13Q: 3 clusters Score -3963976 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -3964344.000000 Penalty: 5161.865234
	Iteration 14Q: 3 clusters Score -3964344 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -3964692.000000 Penalty: 5161.865234
	Iteration 15Q: 3 clusters Score -3964692 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -3964983.000000 Penalty: 5161.865234
	Iteration 16Q: 3 clusters Score -3964983 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -3965189.750000 Penalty: 5161.865234
	Iteration 17Q: 3 clusters Score -3965190 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -3965351.250000 Penalty: 5161.865234
	Iteration 18Q: 3 clusters Score -3965351 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -3965483.000000 Penalty: 5161.865234
	Iteration 19Q: 3 clusters Score -3965483 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -3965591.500000 Penalty: 5161.865234
	Iteration 20F: 3 clusters Score -3965592 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -3965680.250000 Penalty: 5161.865234
	Iteration 21Q: 3 clusters Score -3965680 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -3965778.500000 Penalty: 5161.865234
	Iteration 22Q: 3 clusters Score -3965778 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -3965865.000000 Penalty: 5161.865234
	Iteration 23Q: 3 clusters Score -3965865 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -3965935.500000 Penalty: 5161.865234
	Iteration 24Q: 3 clusters Score -3965936 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -3966000.500000 Penalty: 5161.865234
	Iteration 25Q: 3 clusters Score -3966000 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -3966066.250000 Penalty: 5161.865234
	Iteration 26Q: 3 clusters Score -3966066 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3966126.750000 Penalty: 5161.865234
	Iteration 27Q: 3 clusters Score -3966127 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -3966156.750000 Penalty: 5161.865234
	Iteration 28Q: 3 clusters Score -3966157 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -3966209.250000 Penalty: 5161.865234
	Iteration 29Q: 3 clusters Score -3966209 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -3966235.500000 Penalty: 5161.865234
	Iteration 30Q: 3 clusters Score -3966236 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3966267.250000 Penalty: 5161.865234
	Iteration 31Q: 3 clusters Score -3966267 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -3966292.750000 Penalty: 5161.865234
	Iteration 32Q: 3 clusters Score -3966293 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -3966326.250000 Penalty: 5161.865234
	Iteration 33Q: 3 clusters Score -3966326 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -3966351.250000 Penalty: 5161.865234
	Iteration 34Q: 3 clusters Score -3966351 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -3966365.500000 Penalty: 5161.865234
	Iteration 35Q: 3 clusters Score -3966366 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -3966371.250000 Penalty: 5161.865234
	Iteration 36Q: 3 clusters Score -3966371 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -3966388.000000 Penalty: 5161.865234
	Iteration 37Q: 3 clusters Score -3966388 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -3966398.250000 Penalty: 5161.865234
	Iteration 38Q: 3 clusters Score -3966398 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -3966392.250000 Penalty: 5161.865234
	Iteration 39Q: 3 clusters Score -3966392 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -3966392.250000 Penalty: 5161.865234
	Iteration 40F: 3 clusters Score -3966392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -3966392.500000 Penalty: 5161.865234
	Iteration 41Q: 3 clusters Score -3966392 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -3966400.000000 Penalty: 5161.865234
	Iteration 42Q: 3 clusters Score -3966400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -3966399.750000 Penalty: 5161.865234
	Iteration 43Q: 3 clusters Score -3966400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -3966402.750000 Penalty: 5161.865234
	Iteration 44Q: 3 clusters Score -3966403 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -3966415.000000 Penalty: 5161.865234
	Iteration 45Q: 3 clusters Score -3966415 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -3966415.000000 Penalty: 5161.865234
	Iteration 46Q: 3 clusters Score -3966415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3966418.250000 Penalty: 5161.865234
	Iteration 47Q: 3 clusters Score -3966418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -3966422.000000 Penalty: 5161.865234
	Iteration 48Q: 3 clusters Score -3966422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -3966426.750000 Penalty: 5161.865234
	Iteration 49Q: 3 clusters Score -3966427 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -3966428.750000 Penalty: 5161.865234
	Iteration 50Q: 3 clusters Score -3966429 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -3966431.750000 Penalty: 5161.865234
	Iteration 51Q: 3 clusters Score -3966432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -3966434.250000 Penalty: 5161.865234
	Iteration 52Q: 3 clusters Score -3966434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -3966437.250000 Penalty: 5161.865234
	Iteration 53Q: 3 clusters Score -3966437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -3966439.250000 Penalty: 5161.865234
	Iteration 54Q: 3 clusters Score -3966439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -3966444.000000 Penalty: 5161.865234
	Iteration 55Q: 3 clusters Score -3966444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -3966442.500000 Penalty: 5161.865234
	Iteration 56Q: 3 clusters Score -3966442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -3966446.250000 Penalty: 5161.865234
	Iteration 57Q: 3 clusters Score -3966446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -3966447.000000 Penalty: 5161.865234
	Iteration 58Q: 3 clusters Score -3966447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -3966444.500000 Penalty: 5161.865234
	Iteration 59Q: 3 clusters Score -3966444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -3966444.750000 Penalty: 5161.865234
	Iteration 60F: 3 clusters Score -3966445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3966446.250000 Penalty: 5161.865234
	Iteration 61Q: 3 clusters Score -3966446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3966447.750000 Penalty: 5161.865234
	Iteration 62Q: 3 clusters Score -3966448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -3966446.500000 Penalty: 5161.865234
	Iteration 63Q: 3 clusters Score -3966446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -3966444.500000 Penalty: 5161.865234
	Iteration 64Q: 3 clusters Score -3966444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -3966452.000000 Penalty: 5161.865234
	Iteration 65Q: 3 clusters Score -3966452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -3966454.000000 Penalty: 5161.865234
	Iteration 66Q: 3 clusters Score -3966454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -3966453.000000 Penalty: 5161.865234
	Iteration 67Q: 3 clusters Score -3966453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3966453.000000 Penalty: 5161.865234
	Iteration 68Q: 3 clusters Score -3966453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -3966451.750000 Penalty: 5161.865234
	Iteration 69Q: 3 clusters Score -3966452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -3966452.000000 Penalty: 5161.865234
	Iteration 70Q: 3 clusters Score -3966452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -3966451.500000 Penalty: 5161.865234
	Iteration 71Q: 3 clusters Score -3966452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -3966451.500000 Penalty: 5161.865234
	Iteration 72F: 3 clusters Score -3966452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Entering Unmasked Estep 
Score: -1043835.000000 Penalty: 2253.979004
	Iteration 0F: 2 clusters Score -1043835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1036942.562500 Penalty: 4507.958008
	Iteration 0F: 3 clusters Score -1036943 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1039207.750000 Penalty: 4507.958008
	Iteration 1F: 3 clusters Score -1039208 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1039876.750000 Penalty: 4507.958008
	Iteration 2F: 3 clusters Score -1039877 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1040561.375000 Penalty: 4507.958008
	Iteration 3F: 3 clusters Score -1040561 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1041205.500000 Penalty: 4507.958008
	Iteration 4F: 3 clusters Score -1041206 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1041698.375000 Penalty: 4507.958008
	Iteration 5F: 3 clusters Score -1041698 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1042052.187500 Penalty: 4507.958008
	Iteration 6F: 3 clusters Score -1042052 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1042273.875000 Penalty: 4507.958008
	Iteration 7Q: 3 clusters Score -1042274 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1042396.375000 Penalty: 4507.958008
	Iteration 8Q: 3 clusters Score -1042396 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1042493.625000 Penalty: 4507.958008
	Iteration 9Q: 3 clusters Score -1042494 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1042561.687500 Penalty: 4507.958008
	Iteration 10Q: 3 clusters Score -1042562 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1042599.000000 Penalty: 4507.958008
	Iteration 11Q: 3 clusters Score -1042599 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1042630.125000 Penalty: 4507.958008
	Iteration 12Q: 3 clusters Score -1042630 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1042657.500000 Penalty: 4507.958008
	Iteration 13Q: 3 clusters Score -1042658 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1042683.062500 Penalty: 4507.958008
	Iteration 14Q: 3 clusters Score -1042683 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1042704.875000 Penalty: 4507.958008
	Iteration 15Q: 3 clusters Score -1042705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1042712.000000 Penalty: 4507.958008
	Iteration 16Q: 3 clusters Score -1042712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1042722.437500 Penalty: 4507.958008
	Iteration 17Q: 3 clusters Score -1042722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1042727.125000 Penalty: 4507.958008
	Iteration 18Q: 3 clusters Score -1042727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1042728.937500 Penalty: 4507.958008
	Iteration 19Q: 3 clusters Score -1042729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1042731.375000 Penalty: 4507.958008
	Iteration 20F: 3 clusters Score -1042731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1042736.312500 Penalty: 4507.958008
	Iteration 21Q: 3 clusters Score -1042736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1042737.562500 Penalty: 4507.958008
	Iteration 22Q: 3 clusters Score -1042738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1042746.000000 Penalty: 4507.958008
	Iteration 23Q: 3 clusters Score -1042746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1042755.062500 Penalty: 4507.958008
	Iteration 24Q: 3 clusters Score -1042755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1042760.062500 Penalty: 4507.958008
	Iteration 25Q: 3 clusters Score -1042760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1042762.125000 Penalty: 4507.958008
	Iteration 26Q: 3 clusters Score -1042762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1042765.875000 Penalty: 4507.958008
	Iteration 27Q: 3 clusters Score -1042766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1042766.437500 Penalty: 4507.958008
	Iteration 28Q: 3 clusters Score -1042766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1042767.687500 Penalty: 4507.958008
	Iteration 29Q: 3 clusters Score -1042768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1042772.375000 Penalty: 4507.958008
	Iteration 30Q: 3 clusters Score -1042772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1042776.187500 Penalty: 4507.958008
	Iteration 31Q: 3 clusters Score -1042776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1042779.625000 Penalty: 4507.958008
	Iteration 32Q: 3 clusters Score -1042780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1042781.500000 Penalty: 4507.958008
	Iteration 33Q: 3 clusters Score -1042782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1042782.500000 Penalty: 4507.958008
	Iteration 34Q: 3 clusters Score -1042782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1042783.687500 Penalty: 4507.958008
	Iteration 35Q: 3 clusters Score -1042784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1042784.562500 Penalty: 4507.958008
	Iteration 36Q: 3 clusters Score -1042785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1042785.437500 Penalty: 4507.958008
	Iteration 37Q: 3 clusters Score -1042785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1042785.000000 Penalty: 4507.958008
	Iteration 38Q: 3 clusters Score -1042785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1042786.625000 Penalty: 4507.958008
	Iteration 39Q: 3 clusters Score -1042787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1042790.875000 Penalty: 4507.958008
	Iteration 40F: 3 clusters Score -1042791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1042792.625000 Penalty: 4507.958008
	Iteration 41Q: 3 clusters Score -1042793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1042804.562500 Penalty: 4507.958008
	Iteration 42Q: 3 clusters Score -1042805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1042814.000000 Penalty: 4507.958008
	Iteration 43Q: 3 clusters Score -1042814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1042819.625000 Penalty: 4507.958008
	Iteration 44Q: 3 clusters Score -1042820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1042825.000000 Penalty: 4507.958008
	Iteration 45Q: 3 clusters Score -1042825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1042829.687500 Penalty: 4507.958008
	Iteration 46Q: 3 clusters Score -1042830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1042828.187500 Penalty: 4507.958008
	Iteration 47Q: 3 clusters Score -1042828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1042828.187500 Penalty: 4507.958008
	Iteration 48F: 3 clusters Score -1042828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Entering Unmasked Estep 
Score: -2554126.000000 Penalty: 2473.919678
	Iteration 0F: 2 clusters Score -2554126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2539011.000000 Penalty: 4947.839355
	Iteration 0F: 3 clusters Score -2539011 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2544218.250000 Penalty: 4947.839355
	Iteration 1F: 3 clusters Score -2544218 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2544687.250000 Penalty: 4947.839355
	Iteration 2F: 3 clusters Score -2544687 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2545091.250000 Penalty: 4947.839355
	Iteration 3Q: 3 clusters Score -2545091 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2545496.000000 Penalty: 4947.839355
	Iteration 4Q: 3 clusters Score -2545496 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2545949.250000 Penalty: 4947.839355
	Iteration 5Q: 3 clusters Score -2545949 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2546481.250000 Penalty: 4947.839355
	Iteration 6Q: 3 clusters Score -2546481 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2547148.750000 Penalty: 4947.839355
	Iteration 7Q: 3 clusters Score -2547149 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2547879.500000 Penalty: 4947.839355
	Iteration 8F: 3 clusters Score -2547880 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2548643.250000 Penalty: 4947.839355
	Iteration 9F: 3 clusters Score -2548643 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2549423.000000 Penalty: 4947.839355
	Iteration 10Q: 3 clusters Score -2549423 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2550217.500000 Penalty: 4947.839355
	Iteration 11Q: 3 clusters Score -2550218 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2550902.250000 Penalty: 4947.839355
	Iteration 12Q: 3 clusters Score -2550902 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2551384.000000 Penalty: 4947.839355
	Iteration 13Q: 3 clusters Score -2551384 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2551671.750000 Penalty: 4947.839355
	Iteration 14Q: 3 clusters Score -2551672 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2551823.250000 Penalty: 4947.839355
	Iteration 15Q: 3 clusters Score -2551823 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2551913.000000 Penalty: 4947.839355
	Iteration 16Q: 3 clusters Score -2551913 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2551973.500000 Penalty: 4947.839355
	Iteration 17Q: 3 clusters Score -2551974 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2552022.750000 Penalty: 4947.839355
	Iteration 18Q: 3 clusters Score -2552023 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2552069.250000 Penalty: 4947.839355
	Iteration 19Q: 3 clusters Score -2552069 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2552097.750000 Penalty: 4947.839355
	Iteration 20F: 3 clusters Score -2552098 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2552135.500000 Penalty: 4947.839355
	Iteration 21Q: 3 clusters Score -2552136 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2552159.750000 Penalty: 4947.839355
	Iteration 22Q: 3 clusters Score -2552160 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2552191.500000 Penalty: 4947.839355
	Iteration 23Q: 3 clusters Score -2552192 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2552231.000000 Penalty: 4947.839355
	Iteration 24Q: 3 clusters Score -2552231 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2552270.250000 Penalty: 4947.839355
	Iteration 25Q: 3 clusters Score -2552270 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2552302.750000 Penalty: 4947.839355
	Iteration 26Q: 3 clusters Score -2552303 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -2552359.250000 Penalty: 4947.839355
	Iteration 27Q: 3 clusters Score -2552359 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2552422.750000 Penalty: 4947.839355
	Iteration 28Q: 3 clusters Score -2552423 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2552507.000000 Penalty: 4947.839355
	Iteration 29Q: 3 clusters Score -2552507 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2552594.500000 Penalty: 4947.839355
	Iteration 30Q: 3 clusters Score -2552594 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2552692.750000 Penalty: 4947.839355
	Iteration 31Q: 3 clusters Score -2552693 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2552800.500000 Penalty: 4947.839355
	Iteration 32Q: 3 clusters Score -2552800 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2552895.000000 Penalty: 4947.839355
	Iteration 33Q: 3 clusters Score -2552895 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2552980.500000 Penalty: 4947.839355
	Iteration 34Q: 3 clusters Score -2552980 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2553049.500000 Penalty: 4947.839355
	Iteration 35Q: 3 clusters Score -2553050 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2553087.750000 Penalty: 4947.839355
	Iteration 36Q: 3 clusters Score -2553088 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2553131.250000 Penalty: 4947.839355
	Iteration 37Q: 3 clusters Score -2553131 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2553162.750000 Penalty: 4947.839355
	Iteration 38Q: 3 clusters Score -2553163 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2553202.000000 Penalty: 4947.839355
	Iteration 39Q: 3 clusters Score -2553202 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2553227.750000 Penalty: 4947.839355
	Iteration 40F: 3 clusters Score -2553228 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2553244.000000 Penalty: 4947.839355
	Iteration 41Q: 3 clusters Score -2553244 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2553254.250000 Penalty: 4947.839355
	Iteration 42Q: 3 clusters Score -2553254 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2553276.750000 Penalty: 4947.839355
	Iteration 43Q: 3 clusters Score -2553277 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2553287.000000 Penalty: 4947.839355
	Iteration 44Q: 3 clusters Score -2553287 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2553294.250000 Penalty: 4947.839355
	Iteration 45Q: 3 clusters Score -2553294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2553294.250000 Penalty: 4947.839355
	Iteration 46Q: 3 clusters Score -2553294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2553300.250000 Penalty: 4947.839355
	Iteration 47Q: 3 clusters Score -2553300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2553299.750000 Penalty: 4947.839355
	Iteration 48Q: 3 clusters Score -2553300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2553303.500000 Penalty: 4947.839355
	Iteration 49Q: 3 clusters Score -2553304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2553316.000000 Penalty: 4947.839355
	Iteration 50Q: 3 clusters Score -2553316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2553322.250000 Penalty: 4947.839355
	Iteration 51Q: 3 clusters Score -2553322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2553320.250000 Penalty: 4947.839355
	Iteration 52Q: 3 clusters Score -2553320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2553323.750000 Penalty: 4947.839355
	Iteration 53Q: 3 clusters Score -2553324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2553322.250000 Penalty: 4947.839355
	Iteration 54Q: 3 clusters Score -2553322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2553325.750000 Penalty: 4947.839355
	Iteration 55Q: 3 clusters Score -2553326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2553327.750000 Penalty: 4947.839355
	Iteration 56Q: 3 clusters Score -2553328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2553328.250000 Penalty: 4947.839355
	Iteration 57Q: 3 clusters Score -2553328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2553328.750000 Penalty: 4947.839355
	Iteration 58Q: 3 clusters Score -2553329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2553331.500000 Penalty: 4947.839355
	Iteration 59Q: 3 clusters Score -2553332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2553331.500000 Penalty: 4947.839355
	Iteration 60F: 3 clusters Score -2553332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -315400.187500 Penalty: 1954.251953
	Iteration 0F: 2 clusters Score -315400.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -312426.406250 Penalty: 3908.503906
	Iteration 0F: 3 clusters Score -312426.4 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -313197.718750 Penalty: 3908.503906
	Iteration 1F: 3 clusters Score -313197.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -313448.500000 Penalty: 3908.503906
	Iteration 2F: 3 clusters Score -313448.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -313646.468750 Penalty: 3908.503906
	Iteration 3F: 3 clusters Score -313646.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -313875.937500 Penalty: 3908.503906
	Iteration 4F: 3 clusters Score -313875.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -314179.031250 Penalty: 3908.503906
	Iteration 5F: 3 clusters Score -314179 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -314515.437500 Penalty: 3908.503906
	Iteration 6F: 3 clusters Score -314515.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -314754.718750 Penalty: 3908.503906
	Iteration 7F: 3 clusters Score -314754.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -314891.093750 Penalty: 3908.503906
	Iteration 8Q: 3 clusters Score -314891.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -314951.750000 Penalty: 3908.503906
	Iteration 9Q: 3 clusters Score -314951.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -314997.781250 Penalty: 3908.503906
	Iteration 10Q: 3 clusters Score -314997.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -315038.593750 Penalty: 3908.503906
	Iteration 11Q: 3 clusters Score -315038.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -315072.875000 Penalty: 3908.503906
	Iteration 12Q: 3 clusters Score -315072.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -315092.437500 Penalty: 3908.503906
	Iteration 13Q: 3 clusters Score -315092.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -315099.531250 Penalty: 3908.503906
	Iteration 14Q: 3 clusters Score -315099.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -315103.812500 Penalty: 3908.503906
	Iteration 15Q: 3 clusters Score -315103.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -315107.593750 Penalty: 3908.503906
	Iteration 16Q: 3 clusters Score -315107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -315108.812500 Penalty: 3908.503906
	Iteration 17Q: 3 clusters Score -315108.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -315109.687500 Penalty: 3908.503906
	Iteration 18Q: 3 clusters Score -315109.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -315109.437500 Penalty: 3908.503906
	Iteration 19Q: 3 clusters Score -315109.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -315109.437500 Penalty: 3908.503906
	Iteration 20F: 3 clusters Score -315109.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Entering Unmasked Estep 
Score: -1033818.187500 Penalty: 2249.142334
	Iteration 0F: 2 clusters Score -1033818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1027029.125000 Penalty: 4498.284668
	Iteration 0F: 3 clusters Score -1027029 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1028941.125000 Penalty: 4498.284668
	Iteration 1F: 3 clusters Score -1028941 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1029214.562500 Penalty: 4498.284668
	Iteration 2F: 3 clusters Score -1029215 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1029413.437500 Penalty: 4498.284668
	Iteration 3Q: 3 clusters Score -1029413 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1029572.187500 Penalty: 4498.284668
	Iteration 4Q: 3 clusters Score -1029572 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1029697.500000 Penalty: 4498.284668
	Iteration 5Q: 3 clusters Score -1029698 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1029824.937500 Penalty: 4498.284668
	Iteration 6Q: 3 clusters Score -1029825 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1029951.500000 Penalty: 4498.284668
	Iteration 7Q: 3 clusters Score -1029952 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1030068.375000 Penalty: 4498.284668
	Iteration 8Q: 3 clusters Score -1030068 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1030178.750000 Penalty: 4498.284668
	Iteration 9Q: 3 clusters Score -1030179 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1030296.562500 Penalty: 4498.284668
	Iteration 10Q: 3 clusters Score -1030297 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1030421.250000 Penalty: 4498.284668
	Iteration 11Q: 3 clusters Score -1030421 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1030572.062500 Penalty: 4498.284668
	Iteration 12Q: 3 clusters Score -1030572 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1030738.437500 Penalty: 4498.284668
	Iteration 13Q: 3 clusters Score -1030738 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1030913.562500 Penalty: 4498.284668
	Iteration 14Q: 3 clusters Score -1030914 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1031104.937500 Penalty: 4498.284668
	Iteration 15Q: 3 clusters Score -1031105 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1031273.062500 Penalty: 4498.284668
	Iteration 16Q: 3 clusters Score -1031273 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1031437.875000 Penalty: 4498.284668
	Iteration 17Q: 3 clusters Score -1031438 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1031548.062500 Penalty: 4498.284668
	Iteration 18Q: 3 clusters Score -1031548 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1031646.562500 Penalty: 4498.284668
	Iteration 19Q: 3 clusters Score -1031647 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1031719.250000 Penalty: 4498.284668
	Iteration 20F: 3 clusters Score -1031719 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1031770.687500 Penalty: 4498.284668
	Iteration 21Q: 3 clusters Score -1031771 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1031808.312500 Penalty: 4498.284668
	Iteration 22Q: 3 clusters Score -1031808 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1031835.750000 Penalty: 4498.284668
	Iteration 23Q: 3 clusters Score -1031836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1031854.750000 Penalty: 4498.284668
	Iteration 24Q: 3 clusters Score -1031855 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1031870.062500 Penalty: 4498.284668
	Iteration 25Q: 3 clusters Score -1031870 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1031884.937500 Penalty: 4498.284668
	Iteration 26Q: 3 clusters Score -1031885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1031896.812500 Penalty: 4498.284668
	Iteration 27Q: 3 clusters Score -1031897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1031904.000000 Penalty: 4498.284668
	Iteration 28Q: 3 clusters Score -1031904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1031912.562500 Penalty: 4498.284668
	Iteration 29Q: 3 clusters Score -1031913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1031917.250000 Penalty: 4498.284668
	Iteration 30Q: 3 clusters Score -1031917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1031922.250000 Penalty: 4498.284668
	Iteration 31Q: 3 clusters Score -1031922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1031924.125000 Penalty: 4498.284668
	Iteration 32Q: 3 clusters Score -1031924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1031925.500000 Penalty: 4498.284668
	Iteration 33Q: 3 clusters Score -1031926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1031926.562500 Penalty: 4498.284668
	Iteration 34Q: 3 clusters Score -1031927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1031926.062500 Penalty: 4498.284668
	Iteration 35Q: 3 clusters Score -1031926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1031928.250000 Penalty: 4498.284668
	Iteration 36Q: 3 clusters Score -1031928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1031929.375000 Penalty: 4498.284668
	Iteration 37Q: 3 clusters Score -1031929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1031932.125000 Penalty: 4498.284668
	Iteration 38Q: 3 clusters Score -1031932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1031935.437500 Penalty: 4498.284668
	Iteration 39Q: 3 clusters Score -1031935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1031934.500000 Penalty: 4498.284668
	Iteration 40F: 3 clusters Score -1031934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1031934.687500 Penalty: 4498.284668
	Iteration 41Q: 3 clusters Score -1031935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1031933.937500 Penalty: 4498.284668
	Iteration 42Q: 3 clusters Score -1031934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1031933.937500 Penalty: 4498.284668
	Iteration 43F: 3 clusters Score -1031934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Entering Unmasked Estep 
Score: -1115308.375000 Penalty: 2267.310791
	Iteration 0F: 2 clusters Score -1115308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1108070.000000 Penalty: 4534.621582
	Iteration 0F: 3 clusters Score -1108070 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1110161.000000 Penalty: 4534.621582
	Iteration 1F: 3 clusters Score -1110161 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1110463.750000 Penalty: 4534.621582
	Iteration 2F: 3 clusters Score -1110464 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1110683.250000 Penalty: 4534.621582
	Iteration 3F: 3 clusters Score -1110683 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1110843.875000 Penalty: 4534.621582
	Iteration 4Q: 3 clusters Score -1110844 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1110956.750000 Penalty: 4534.621582
	Iteration 5Q: 3 clusters Score -1110957 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1111056.250000 Penalty: 4534.621582
	Iteration 6Q: 3 clusters Score -1111056 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1111149.250000 Penalty: 4534.621582
	Iteration 7Q: 3 clusters Score -1111149 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1111247.375000 Penalty: 4534.621582
	Iteration 8Q: 3 clusters Score -1111247 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1111381.000000 Penalty: 4534.621582
	Iteration 9Q: 3 clusters Score -1111381 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1111549.125000 Penalty: 4534.621582
	Iteration 10Q: 3 clusters Score -1111549 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1111777.125000 Penalty: 4534.621582
	Iteration 11Q: 3 clusters Score -1111777 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1112065.250000 Penalty: 4534.621582
	Iteration 12Q: 3 clusters Score -1112065 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1112379.250000 Penalty: 4534.621582
	Iteration 13Q: 3 clusters Score -1112379 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1112637.500000 Penalty: 4534.621582
	Iteration 14Q: 3 clusters Score -1112638 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1112840.250000 Penalty: 4534.621582
	Iteration 15Q: 3 clusters Score -1112840 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1112991.500000 Penalty: 4534.621582
	Iteration 16Q: 3 clusters Score -1112992 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1113109.750000 Penalty: 4534.621582
	Iteration 17Q: 3 clusters Score -1113110 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1113192.500000 Penalty: 4534.621582
	Iteration 18Q: 3 clusters Score -1113192 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1113249.500000 Penalty: 4534.621582
	Iteration 19Q: 3 clusters Score -1113250 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1113296.875000 Penalty: 4534.621582
	Iteration 20F: 3 clusters Score -1113297 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1113332.625000 Penalty: 4534.621582
	Iteration 21Q: 3 clusters Score -1113333 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1113361.000000 Penalty: 4534.621582
	Iteration 22Q: 3 clusters Score -1113361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1113383.500000 Penalty: 4534.621582
	Iteration 23Q: 3 clusters Score -1113384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1113396.500000 Penalty: 4534.621582
	Iteration 24Q: 3 clusters Score -1113396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1113409.625000 Penalty: 4534.621582
	Iteration 25Q: 3 clusters Score -1113410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1113421.500000 Penalty: 4534.621582
	Iteration 26Q: 3 clusters Score -1113422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1113428.875000 Penalty: 4534.621582
	Iteration 27Q: 3 clusters Score -1113429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1113430.500000 Penalty: 4534.621582
	Iteration 28Q: 3 clusters Score -1113430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1113433.625000 Penalty: 4534.621582
	Iteration 29Q: 3 clusters Score -1113434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1113436.375000 Penalty: 4534.621582
	Iteration 30Q: 3 clusters Score -1113436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1113441.875000 Penalty: 4534.621582
	Iteration 31Q: 3 clusters Score -1113442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1113448.625000 Penalty: 4534.621582
	Iteration 32Q: 3 clusters Score -1113449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1113454.250000 Penalty: 4534.621582
	Iteration 33Q: 3 clusters Score -1113454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1113462.875000 Penalty: 4534.621582
	Iteration 34Q: 3 clusters Score -1113463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1113467.750000 Penalty: 4534.621582
	Iteration 35Q: 3 clusters Score -1113468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1113474.875000 Penalty: 4534.621582
	Iteration 36Q: 3 clusters Score -1113475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1113480.875000 Penalty: 4534.621582
	Iteration 37Q: 3 clusters Score -1113481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1113490.625000 Penalty: 4534.621582
	Iteration 38Q: 3 clusters Score -1113491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1113497.250000 Penalty: 4534.621582
	Iteration 39Q: 3 clusters Score -1113497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1113501.000000 Penalty: 4534.621582
	Iteration 40F: 3 clusters Score -1113501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1113503.625000 Penalty: 4534.621582
	Iteration 41Q: 3 clusters Score -1113504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1113505.500000 Penalty: 4534.621582
	Iteration 42Q: 3 clusters Score -1113506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1113508.875000 Penalty: 4534.621582
	Iteration 43Q: 3 clusters Score -1113509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1113509.375000 Penalty: 4534.621582
	Iteration 44Q: 3 clusters Score -1113509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1113512.375000 Penalty: 4534.621582
	Iteration 45Q: 3 clusters Score -1113512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1113516.375000 Penalty: 4534.621582
	Iteration 46Q: 3 clusters Score -1113516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1113517.250000 Penalty: 4534.621582
	Iteration 47Q: 3 clusters Score -1113517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1113517.250000 Penalty: 4534.621582
	Iteration 48F: 3 clusters Score -1113517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -218862.468750 Penalty: 1855.286133
	Iteration 0F: 2 clusters Score -218862.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -216356.234375 Penalty: 3710.572266
	Iteration 0F: 3 clusters Score -216356.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -216756.343750 Penalty: 3710.572266
	Iteration 1F: 3 clusters Score -216756.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -216849.671875 Penalty: 3710.572266
	Iteration 2F: 3 clusters Score -216849.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -216911.140625 Penalty: 3710.572266
	Iteration 3Q: 3 clusters Score -216911.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -216953.234375 Penalty: 3710.572266
	Iteration 4Q: 3 clusters Score -216953.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -216984.171875 Penalty: 3710.572266
	Iteration 5Q: 3 clusters Score -216984.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -217005.703125 Penalty: 3710.572266
	Iteration 6Q: 3 clusters Score -217005.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -217019.828125 Penalty: 3710.572266
	Iteration 7Q: 3 clusters Score -217019.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -217028.656250 Penalty: 3710.572266
	Iteration 8Q: 3 clusters Score -217028.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -217037.000000 Penalty: 3710.572266
	Iteration 9Q: 3 clusters Score -217037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -217049.437500 Penalty: 3710.572266
	Iteration 10Q: 3 clusters Score -217049.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -217062.406250 Penalty: 3710.572266
	Iteration 11Q: 3 clusters Score -217062.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -217073.828125 Penalty: 3710.572266
	Iteration 12Q: 3 clusters Score -217073.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -217082.109375 Penalty: 3710.572266
	Iteration 13Q: 3 clusters Score -217082.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -217093.125000 Penalty: 3710.572266
	Iteration 14Q: 3 clusters Score -217093.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -217099.453125 Penalty: 3710.572266
	Iteration 15Q: 3 clusters Score -217099.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -217105.203125 Penalty: 3710.572266
	Iteration 16Q: 3 clusters Score -217105.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -217110.843750 Penalty: 3710.572266
	Iteration 17Q: 3 clusters Score -217110.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -217115.437500 Penalty: 3710.572266
	Iteration 18Q: 3 clusters Score -217115.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -217123.125000 Penalty: 3710.572266
	Iteration 19Q: 3 clusters Score -217123.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -217130.281250 Penalty: 3710.572266
	Iteration 20F: 3 clusters Score -217130.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -217132.968750 Penalty: 3710.572266
	Iteration 21Q: 3 clusters Score -217133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -217135.828125 Penalty: 3710.572266
	Iteration 22Q: 3 clusters Score -217135.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -217138.343750 Penalty: 3710.572266
	Iteration 23Q: 3 clusters Score -217138.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -217142.359375 Penalty: 3710.572266
	Iteration 24Q: 3 clusters Score -217142.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -217145.640625 Penalty: 3710.572266
	Iteration 25Q: 3 clusters Score -217145.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -217147.343750 Penalty: 3710.572266
	Iteration 26Q: 3 clusters Score -217147.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -217147.546875 Penalty: 3710.572266
	Iteration 27Q: 3 clusters Score -217147.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -217147.796875 Penalty: 3710.572266
	Iteration 28Q: 3 clusters Score -217147.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -217147.796875 Penalty: 3710.572266
	Iteration 29F: 3 clusters Score -217147.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -42888.750000 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -42888.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41513.101562 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -41513.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -41678.636719 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -41678.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41718.957031 Penalty: 2976.701660
	Iteration 2Q: 3 clusters Score -41718.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41737.832031 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -41737.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41753.296875 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -41753.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41761.363281 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -41761.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41781.972656 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -41781.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -41786.011719 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -41786.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41795.500000 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -41795.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -41798.203125 Penalty: 2976.701660
	Iteration 9Q: 3 clusters Score -41798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41802.128906 Penalty: 2976.701660
	Iteration 10Q: 3 clusters Score -41802.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41804.109375 Penalty: 2976.701660
	Iteration 11Q: 3 clusters Score -41804.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41804.109375 Penalty: 2976.701660
	Iteration 12F: 3 clusters Score -41804.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Entering Unmasked Estep 
Score: -1530735.000000 Penalty: 2361.130859
	Iteration 0F: 2 clusters Score -1530735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1520796.000000 Penalty: 4722.261719
	Iteration 0F: 3 clusters Score -1520796 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1523936.000000 Penalty: 4722.261719
	Iteration 1F: 3 clusters Score -1523936 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1524355.000000 Penalty: 4722.261719
	Iteration 2F: 3 clusters Score -1524355 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1524704.750000 Penalty: 4722.261719
	Iteration 3F: 3 clusters Score -1524705 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1525089.125000 Penalty: 4722.261719
	Iteration 4F: 3 clusters Score -1525089 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1525471.750000 Penalty: 4722.261719
	Iteration 5Q: 3 clusters Score -1525472 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1525827.875000 Penalty: 4722.261719
	Iteration 6Q: 3 clusters Score -1525828 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1526197.625000 Penalty: 4722.261719
	Iteration 7Q: 3 clusters Score -1526198 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1526558.000000 Penalty: 4722.261719
	Iteration 8Q: 3 clusters Score -1526558 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1526903.000000 Penalty: 4722.261719
	Iteration 9Q: 3 clusters Score -1526903 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1527181.125000 Penalty: 4722.261719
	Iteration 10Q: 3 clusters Score -1527181 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1527410.250000 Penalty: 4722.261719
	Iteration 11Q: 3 clusters Score -1527410 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1527621.375000 Penalty: 4722.261719
	Iteration 12Q: 3 clusters Score -1527621 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1527817.875000 Penalty: 4722.261719
	Iteration 13Q: 3 clusters Score -1527818 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1528007.875000 Penalty: 4722.261719
	Iteration 14Q: 3 clusters Score -1528008 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1528160.125000 Penalty: 4722.261719
	Iteration 15Q: 3 clusters Score -1528160 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1528285.750000 Penalty: 4722.261719
	Iteration 16Q: 3 clusters Score -1528286 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1528386.125000 Penalty: 4722.261719
	Iteration 17Q: 3 clusters Score -1528386 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1528460.875000 Penalty: 4722.261719
	Iteration 18Q: 3 clusters Score -1528461 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1528517.000000 Penalty: 4722.261719
	Iteration 19Q: 3 clusters Score -1528517 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1528571.125000 Penalty: 4722.261719
	Iteration 20F: 3 clusters Score -1528571 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1528609.625000 Penalty: 4722.261719
	Iteration 21Q: 3 clusters Score -1528610 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1528635.375000 Penalty: 4722.261719
	Iteration 22Q: 3 clusters Score -1528635 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1528672.375000 Penalty: 4722.261719
	Iteration 23Q: 3 clusters Score -1528672 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1528704.875000 Penalty: 4722.261719
	Iteration 24Q: 3 clusters Score -1528705 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1528738.250000 Penalty: 4722.261719
	Iteration 25Q: 3 clusters Score -1528738 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1528748.875000 Penalty: 4722.261719
	Iteration 26Q: 3 clusters Score -1528749 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1528763.875000 Penalty: 4722.261719
	Iteration 27Q: 3 clusters Score -1528764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1528776.250000 Penalty: 4722.261719
	Iteration 28Q: 3 clusters Score -1528776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1528781.750000 Penalty: 4722.261719
	Iteration 29Q: 3 clusters Score -1528782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1528785.125000 Penalty: 4722.261719
	Iteration 30Q: 3 clusters Score -1528785 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1528800.250000 Penalty: 4722.261719
	Iteration 31Q: 3 clusters Score -1528800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1528802.375000 Penalty: 4722.261719
	Iteration 32Q: 3 clusters Score -1528802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1528807.500000 Penalty: 4722.261719
	Iteration 33Q: 3 clusters Score -1528808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1528804.750000 Penalty: 4722.261719
	Iteration 34Q: 3 clusters Score -1528805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1528809.750000 Penalty: 4722.261719
	Iteration 35Q: 3 clusters Score -1528810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1528808.500000 Penalty: 4722.261719
	Iteration 36Q: 3 clusters Score -1528808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1528813.250000 Penalty: 4722.261719
	Iteration 37Q: 3 clusters Score -1528813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1528816.750000 Penalty: 4722.261719
	Iteration 38Q: 3 clusters Score -1528817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1528819.125000 Penalty: 4722.261719
	Iteration 39Q: 3 clusters Score -1528819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1528828.750000 Penalty: 4722.261719
	Iteration 40F: 3 clusters Score -1528829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1528839.375000 Penalty: 4722.261719
	Iteration 41Q: 3 clusters Score -1528839 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1528847.375000 Penalty: 4722.261719
	Iteration 42Q: 3 clusters Score -1528847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1528855.750000 Penalty: 4722.261719
	Iteration 43Q: 3 clusters Score -1528856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1528859.875000 Penalty: 4722.261719
	Iteration 44Q: 3 clusters Score -1528860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1528868.375000 Penalty: 4722.261719
	Iteration 45Q: 3 clusters Score -1528868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1528874.750000 Penalty: 4722.261719
	Iteration 46Q: 3 clusters Score -1528875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1528878.500000 Penalty: 4722.261719
	Iteration 47Q: 3 clusters Score -1528878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1528880.625000 Penalty: 4722.261719
	Iteration 48Q: 3 clusters Score -1528881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1528882.250000 Penalty: 4722.261719
	Iteration 49Q: 3 clusters Score -1528882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1528882.375000 Penalty: 4722.261719
	Iteration 50Q: 3 clusters Score -1528882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1528881.250000 Penalty: 4722.261719
	Iteration 51Q: 3 clusters Score -1528881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1528881.125000 Penalty: 4722.261719
	Iteration 52Q: 3 clusters Score -1528881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1528879.375000 Penalty: 4722.261719
	Iteration 53Q: 3 clusters Score -1528879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1528877.250000 Penalty: 4722.261719
	Iteration 54Q: 3 clusters Score -1528877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1528876.875000 Penalty: 4722.261719
	Iteration 55Q: 3 clusters Score -1528877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1528879.750000 Penalty: 4722.261719
	Iteration 56Q: 3 clusters Score -1528880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1528879.375000 Penalty: 4722.261719
	Iteration 57Q: 3 clusters Score -1528879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1528882.875000 Penalty: 4722.261719
	Iteration 58Q: 3 clusters Score -1528883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1528879.875000 Penalty: 4722.261719
	Iteration 59Q: 3 clusters Score -1528880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1528876.375000 Penalty: 4722.261719
	Iteration 60F: 3 clusters Score -1528876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1528879.500000 Penalty: 4722.261719
	Iteration 61Q: 3 clusters Score -1528880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1528879.625000 Penalty: 4722.261719
	Iteration 62Q: 3 clusters Score -1528880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1528882.250000 Penalty: 4722.261719
	Iteration 63Q: 3 clusters Score -1528882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1528881.250000 Penalty: 4722.261719
	Iteration 64Q: 3 clusters Score -1528881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1528883.375000 Penalty: 4722.261719
	Iteration 65Q: 3 clusters Score -1528883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1528887.375000 Penalty: 4722.261719
	Iteration 66Q: 3 clusters Score -1528887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1528894.750000 Penalty: 4722.261719
	Iteration 67Q: 3 clusters Score -1528895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1528895.000000 Penalty: 4722.261719
	Iteration 68Q: 3 clusters Score -1528895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1528898.125000 Penalty: 4722.261719
	Iteration 69Q: 3 clusters Score -1528898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1528894.750000 Penalty: 4722.261719
	Iteration 70Q: 3 clusters Score -1528895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1528898.625000 Penalty: 4722.261719
	Iteration 71Q: 3 clusters Score -1528899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1528900.250000 Penalty: 4722.261719
	Iteration 72Q: 3 clusters Score -1528900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1528899.375000 Penalty: 4722.261719
	Iteration 73Q: 3 clusters Score -1528899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1528906.500000 Penalty: 4722.261719
	Iteration 74Q: 3 clusters Score -1528906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1528904.375000 Penalty: 4722.261719
	Iteration 75Q: 3 clusters Score -1528904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1528907.625000 Penalty: 4722.261719
	Iteration 76Q: 3 clusters Score -1528908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1528910.625000 Penalty: 4722.261719
	Iteration 77Q: 3 clusters Score -1528911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1528909.500000 Penalty: 4722.261719
	Iteration 78Q: 3 clusters Score -1528910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1528909.500000 Penalty: 4722.261719
	Iteration 79F: 3 clusters Score -1528910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Entering Unmasked Estep 
Score: -6176709.500000 Penalty: 2699.908203
	Iteration 0F: 2 clusters Score -6176710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -6140727.000000 Penalty: 5399.816406
	Iteration 0F: 3 clusters Score -6140727 nChanged 24771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -6155038.500000 Penalty: 5399.816406
	Iteration 1F: 3 clusters Score -6155038 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -6155937.500000 Penalty: 5399.816406
	Iteration 2Q: 3 clusters Score -6155938 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -6156922.000000 Penalty: 5399.816406
	Iteration 3Q: 3 clusters Score -6156922 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -6157928.500000 Penalty: 5399.816406
	Iteration 4Q: 3 clusters Score -6157928 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -6158996.000000 Penalty: 5399.816406
	Iteration 5Q: 3 clusters Score -6158996 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -6160053.500000 Penalty: 5399.816406
	Iteration 6Q: 3 clusters Score -6160054 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -6161219.000000 Penalty: 5399.816406
	Iteration 7Q: 3 clusters Score -6161219 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -6162272.500000 Penalty: 5399.816406
	Iteration 8Q: 3 clusters Score -6162272 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -6163450.000000 Penalty: 5399.816406
	Iteration 9Q: 3 clusters Score -6163450 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -6164799.000000 Penalty: 5399.816406
	Iteration 10Q: 3 clusters Score -6164799 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -6166285.500000 Penalty: 5399.816406
	Iteration 11Q: 3 clusters Score -6166286 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -6167805.000000 Penalty: 5399.816406
	Iteration 12Q: 3 clusters Score -6167805 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -6168992.500000 Penalty: 5399.816406
	Iteration 13Q: 3 clusters Score -6168992 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -6169770.500000 Penalty: 5399.816406
	Iteration 14Q: 3 clusters Score -6169770 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -6170261.000000 Penalty: 5399.816406
	Iteration 15Q: 3 clusters Score -6170261 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -6170530.500000 Penalty: 5399.816406
	Iteration 16Q: 3 clusters Score -6170530 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -6170764.000000 Penalty: 5399.816406
	Iteration 17Q: 3 clusters Score -6170764 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -6170990.000000 Penalty: 5399.816406
	Iteration 18Q: 3 clusters Score -6170990 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -6171175.000000 Penalty: 5399.816406
	Iteration 19Q: 3 clusters Score -6171175 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -6171290.000000 Penalty: 5399.816406
	Iteration 20F: 3 clusters Score -6171290 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -6171450.500000 Penalty: 5399.816406
	Iteration 21Q: 3 clusters Score -6171450 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -6171651.000000 Penalty: 5399.816406
	Iteration 22Q: 3 clusters Score -6171651 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -6171819.500000 Penalty: 5399.816406
	Iteration 23Q: 3 clusters Score -6171820 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -6171974.500000 Penalty: 5399.816406
	Iteration 24Q: 3 clusters Score -6171974 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -6172162.500000 Penalty: 5399.816406
	Iteration 25Q: 3 clusters Score -6172162 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -6172329.500000 Penalty: 5399.816406
	Iteration 26Q: 3 clusters Score -6172330 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -6172597.000000 Penalty: 5399.816406
	Iteration 27Q: 3 clusters Score -6172597 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -6172833.500000 Penalty: 5399.816406
	Iteration 28Q: 3 clusters Score -6172834 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -6173092.500000 Penalty: 5399.816406
	Iteration 29Q: 3 clusters Score -6173092 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -6173375.000000 Penalty: 5399.816406
	Iteration 30Q: 3 clusters Score -6173375 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -6173636.500000 Penalty: 5399.816406
	Iteration 31Q: 3 clusters Score -6173636 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -6173882.000000 Penalty: 5399.816406
	Iteration 32Q: 3 clusters Score -6173882 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -6174167.500000 Penalty: 5399.816406
	Iteration 33Q: 3 clusters Score -6174168 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -6174398.000000 Penalty: 5399.816406
	Iteration 34Q: 3 clusters Score -6174398 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -6174620.500000 Penalty: 5399.816406
	Iteration 35Q: 3 clusters Score -6174620 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -6174807.000000 Penalty: 5399.816406
	Iteration 36Q: 3 clusters Score -6174807 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -6175000.000000 Penalty: 5399.816406
	Iteration 37Q: 3 clusters Score -6175000 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -6175115.500000 Penalty: 5399.816406
	Iteration 38Q: 3 clusters Score -6175116 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -6175183.000000 Penalty: 5399.816406
	Iteration 39Q: 3 clusters Score -6175183 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -6175300.000000 Penalty: 5399.816406
	Iteration 40F: 3 clusters Score -6175300 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -6175370.000000 Penalty: 5399.816406
	Iteration 41Q: 3 clusters Score -6175370 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -6175394.500000 Penalty: 5399.816406
	Iteration 42Q: 3 clusters Score -6175394 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -6175432.500000 Penalty: 5399.816406
	Iteration 43Q: 3 clusters Score -6175432 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -6175466.500000 Penalty: 5399.816406
	Iteration 44Q: 3 clusters Score -6175466 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -6175474.500000 Penalty: 5399.816406
	Iteration 45Q: 3 clusters Score -6175474 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -6175496.000000 Penalty: 5399.816406
	Iteration 46Q: 3 clusters Score -6175496 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -6175517.000000 Penalty: 5399.816406
	Iteration 47Q: 3 clusters Score -6175517 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -6175522.500000 Penalty: 5399.816406
	Iteration 48Q: 3 clusters Score -6175522 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -6175535.000000 Penalty: 5399.816406
	Iteration 49Q: 3 clusters Score -6175535 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -6175553.500000 Penalty: 5399.816406
	Iteration 50Q: 3 clusters Score -6175554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -6175540.000000 Penalty: 5399.816406
	Iteration 51Q: 3 clusters Score -6175540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -6175538.500000 Penalty: 5399.816406
	Iteration 52Q: 3 clusters Score -6175538 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -6175543.000000 Penalty: 5399.816406
	Iteration 53Q: 3 clusters Score -6175543 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -6175558.000000 Penalty: 5399.816406
	Iteration 54Q: 3 clusters Score -6175558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -6175568.500000 Penalty: 5399.816406
	Iteration 55Q: 3 clusters Score -6175568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -6175566.000000 Penalty: 5399.816406
	Iteration 56Q: 3 clusters Score -6175566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -6175565.000000 Penalty: 5399.816406
	Iteration 57Q: 3 clusters Score -6175565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -6175566.500000 Penalty: 5399.816406
	Iteration 58Q: 3 clusters Score -6175566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -6175572.500000 Penalty: 5399.816406
	Iteration 59Q: 3 clusters Score -6175572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -6175570.000000 Penalty: 5399.816406
	Iteration 60F: 3 clusters Score -6175570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -6175574.500000 Penalty: 5399.816406
	Iteration 61Q: 3 clusters Score -6175574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -6175571.000000 Penalty: 5399.816406
	Iteration 62Q: 3 clusters Score -6175571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -6175573.000000 Penalty: 5399.816406
	Iteration 63Q: 3 clusters Score -6175573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -6175575.500000 Penalty: 5399.816406
	Iteration 64Q: 3 clusters Score -6175576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -6175579.500000 Penalty: 5399.816406
	Iteration 65Q: 3 clusters Score -6175580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -6175581.000000 Penalty: 5399.816406
	Iteration 66Q: 3 clusters Score -6175581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -6175579.000000 Penalty: 5399.816406
	Iteration 67Q: 3 clusters Score -6175579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -6175577.500000 Penalty: 5399.816406
	Iteration 68Q: 3 clusters Score -6175578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -6175579.500000 Penalty: 5399.816406
	Iteration 69Q: 3 clusters Score -6175580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -6175577.500000 Penalty: 5399.816406
	Iteration 70Q: 3 clusters Score -6175578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -6175590.500000 Penalty: 5399.816406
	Iteration 71Q: 3 clusters Score -6175590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -6175590.500000 Penalty: 5399.816406
	Iteration 72Q: 3 clusters Score -6175590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -6175586.500000 Penalty: 5399.816406
	Iteration 73Q: 3 clusters Score -6175586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -6175585.000000 Penalty: 5399.816406
	Iteration 74Q: 3 clusters Score -6175585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -6175591.000000 Penalty: 5399.816406
	Iteration 75Q: 3 clusters Score -6175591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -6175585.000000 Penalty: 5399.816406
	Iteration 76Q: 3 clusters Score -6175585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -6175586.500000 Penalty: 5399.816406
	Iteration 77Q: 3 clusters Score -6175586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -6175586.000000 Penalty: 5399.816406
	Iteration 78Q: 3 clusters Score -6175586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -6175581.500000 Penalty: 5399.816406
	Iteration 79Q: 3 clusters Score -6175582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -6175578.500000 Penalty: 5399.816406
	Iteration 80F: 3 clusters Score -6175578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -6175589.500000 Penalty: 5399.816406
	Iteration 81Q: 3 clusters Score -6175590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -6175588.500000 Penalty: 5399.816406
	Iteration 82Q: 3 clusters Score -6175588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -6175593.000000 Penalty: 5399.816406
	Iteration 83Q: 3 clusters Score -6175593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -6175597.000000 Penalty: 5399.816406
	Iteration 84Q: 3 clusters Score -6175597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50028 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -6175583.000000 Penalty: 5399.816406
	Iteration 85Q: 3 clusters Score -6175583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -6175586.500000 Penalty: 5399.816406
	Iteration 86Q: 3 clusters Score -6175586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -6175588.500000 Penalty: 5399.816406
	Iteration 87Q: 3 clusters Score -6175588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -6175589.500000 Penalty: 5399.816406
	Iteration 88Q: 3 clusters Score -6175590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -6175586.000000 Penalty: 5399.816406
	Iteration 89Q: 3 clusters Score -6175586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -6175586.000000 Penalty: 5399.816406
	Iteration 90Q: 3 clusters Score -6175586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -6175584.000000 Penalty: 5399.816406
	Iteration 91Q: 3 clusters Score -6175584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -6175584.000000 Penalty: 5399.816406
	Iteration 92F: 3 clusters Score -6175584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Entering Unmasked Estep 
Score: -1337404.375000 Penalty: 2300.642090
	Iteration 0F: 2 clusters Score -1337404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1329362.625000 Penalty: 4601.284180
	Iteration 0F: 3 clusters Score -1329363 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1331664.250000 Penalty: 4601.284180
	Iteration 1F: 3 clusters Score -1331664 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1331936.625000 Penalty: 4601.284180
	Iteration 2F: 3 clusters Score -1331937 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1332126.125000 Penalty: 4601.284180
	Iteration 3Q: 3 clusters Score -1332126 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1332271.875000 Penalty: 4601.284180
	Iteration 4Q: 3 clusters Score -1332272 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1332378.500000 Penalty: 4601.284180
	Iteration 5Q: 3 clusters Score -1332378 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1332469.750000 Penalty: 4601.284180
	Iteration 6Q: 3 clusters Score -1332470 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1332564.250000 Penalty: 4601.284180
	Iteration 7Q: 3 clusters Score -1332564 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1332672.625000 Penalty: 4601.284180
	Iteration 8Q: 3 clusters Score -1332673 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1332811.375000 Penalty: 4601.284180
	Iteration 9Q: 3 clusters Score -1332811 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1332968.625000 Penalty: 4601.284180
	Iteration 10Q: 3 clusters Score -1332969 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1333172.125000 Penalty: 4601.284180
	Iteration 11Q: 3 clusters Score -1333172 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1333450.750000 Penalty: 4601.284180
	Iteration 12Q: 3 clusters Score -1333451 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1333769.375000 Penalty: 4601.284180
	Iteration 13Q: 3 clusters Score -1333769 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1334110.500000 Penalty: 4601.284180
	Iteration 14Q: 3 clusters Score -1334110 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1334437.000000 Penalty: 4601.284180
	Iteration 15Q: 3 clusters Score -1334437 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1334715.625000 Penalty: 4601.284180
	Iteration 16Q: 3 clusters Score -1334716 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1334916.375000 Penalty: 4601.284180
	Iteration 17Q: 3 clusters Score -1334916 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1335076.750000 Penalty: 4601.284180
	Iteration 18Q: 3 clusters Score -1335077 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1335187.875000 Penalty: 4601.284180
	Iteration 19Q: 3 clusters Score -1335188 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1335261.250000 Penalty: 4601.284180
	Iteration 20F: 3 clusters Score -1335261 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1335327.500000 Penalty: 4601.284180
	Iteration 21Q: 3 clusters Score -1335328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1335375.250000 Penalty: 4601.284180
	Iteration 22Q: 3 clusters Score -1335375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1335394.500000 Penalty: 4601.284180
	Iteration 23Q: 3 clusters Score -1335394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1335408.125000 Penalty: 4601.284180
	Iteration 24Q: 3 clusters Score -1335408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1335414.625000 Penalty: 4601.284180
	Iteration 25Q: 3 clusters Score -1335415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1335422.000000 Penalty: 4601.284180
	Iteration 26Q: 3 clusters Score -1335422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1335425.750000 Penalty: 4601.284180
	Iteration 27Q: 3 clusters Score -1335426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1335429.625000 Penalty: 4601.284180
	Iteration 28Q: 3 clusters Score -1335430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1335429.625000 Penalty: 4601.284180
	Iteration 29F: 3 clusters Score -1335430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Entering Unmasked Estep 
Score: -2464873.750000 Penalty: 2453.459717
	Iteration 0F: 2 clusters Score -2464874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2450953.500000 Penalty: 4906.919434
	Iteration 0F: 3 clusters Score -2450954 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2455602.250000 Penalty: 4906.919434
	Iteration 1F: 3 clusters Score -2455602 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2455947.250000 Penalty: 4906.919434
	Iteration 2F: 3 clusters Score -2455947 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2456208.750000 Penalty: 4906.919434
	Iteration 3Q: 3 clusters Score -2456209 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2456425.250000 Penalty: 4906.919434
	Iteration 4Q: 3 clusters Score -2456425 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2456629.000000 Penalty: 4906.919434
	Iteration 5Q: 3 clusters Score -2456629 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -2456847.500000 Penalty: 4906.919434
	Iteration 6Q: 3 clusters Score -2456848 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2457114.250000 Penalty: 4906.919434
	Iteration 7Q: 3 clusters Score -2457114 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2457505.500000 Penalty: 4906.919434
	Iteration 8Q: 3 clusters Score -2457506 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2458056.250000 Penalty: 4906.919434
	Iteration 9Q: 3 clusters Score -2458056 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2458796.750000 Penalty: 4906.919434
	Iteration 10F: 3 clusters Score -2458797 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2459728.250000 Penalty: 4906.919434
	Iteration 11F: 3 clusters Score -2459728 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2460734.250000 Penalty: 4906.919434
	Iteration 12F: 3 clusters Score -2460734 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2461554.000000 Penalty: 4906.919434
	Iteration 13Q: 3 clusters Score -2461554 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2462125.750000 Penalty: 4906.919434
	Iteration 14Q: 3 clusters Score -2462126 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2462528.250000 Penalty: 4906.919434
	Iteration 15Q: 3 clusters Score -2462528 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2462722.000000 Penalty: 4906.919434
	Iteration 16Q: 3 clusters Score -2462722 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2462826.250000 Penalty: 4906.919434
	Iteration 17Q: 3 clusters Score -2462826 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2462885.000000 Penalty: 4906.919434
	Iteration 18Q: 3 clusters Score -2462885 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2462932.500000 Penalty: 4906.919434
	Iteration 19Q: 3 clusters Score -2462932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2462956.000000 Penalty: 4906.919434
	Iteration 20F: 3 clusters Score -2462956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2462970.500000 Penalty: 4906.919434
	Iteration 21Q: 3 clusters Score -2462970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2462988.000000 Penalty: 4906.919434
	Iteration 22Q: 3 clusters Score -2462988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2462997.500000 Penalty: 4906.919434
	Iteration 23Q: 3 clusters Score -2462998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2463006.500000 Penalty: 4906.919434
	Iteration 24Q: 3 clusters Score -2463006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2463010.250000 Penalty: 4906.919434
	Iteration 25Q: 3 clusters Score -2463010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2463012.750000 Penalty: 4906.919434
	Iteration 26Q: 3 clusters Score -2463013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2463019.500000 Penalty: 4906.919434
	Iteration 27Q: 3 clusters Score -2463020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2463021.250000 Penalty: 4906.919434
	Iteration 28Q: 3 clusters Score -2463021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2463024.750000 Penalty: 4906.919434
	Iteration 29Q: 3 clusters Score -2463025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2463028.500000 Penalty: 4906.919434
	Iteration 30Q: 3 clusters Score -2463028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2463032.250000 Penalty: 4906.919434
	Iteration 31Q: 3 clusters Score -2463032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2463033.250000 Penalty: 4906.919434
	Iteration 32Q: 3 clusters Score -2463033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2463032.500000 Penalty: 4906.919434
	Iteration 33Q: 3 clusters Score -2463032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2463032.500000 Penalty: 4906.919434
	Iteration 34F: 3 clusters Score -2463032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Entering Unmasked Estep 
Score: -1017498.625000 Penalty: 2257.455811
	Iteration 0F: 2 clusters Score -1017499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1010485.125000 Penalty: 4514.911621
	Iteration 0F: 3 clusters Score -1010485 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1012489.750000 Penalty: 4514.911621
	Iteration 1F: 3 clusters Score -1012490 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1012812.000000 Penalty: 4514.911621
	Iteration 2F: 3 clusters Score -1012812 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1013050.187500 Penalty: 4514.911621
	Iteration 3F: 3 clusters Score -1013050 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1013249.562500 Penalty: 4514.911621
	Iteration 4Q: 3 clusters Score -1013250 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1013438.875000 Penalty: 4514.911621
	Iteration 5Q: 3 clusters Score -1013439 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1013642.937500 Penalty: 4514.911621
	Iteration 6Q: 3 clusters Score -1013643 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1013871.625000 Penalty: 4514.911621
	Iteration 7Q: 3 clusters Score -1013872 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1014161.687500 Penalty: 4514.911621
	Iteration 8Q: 3 clusters Score -1014162 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1014497.375000 Penalty: 4514.911621
	Iteration 9Q: 3 clusters Score -1014497 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1014817.562500 Penalty: 4514.911621
	Iteration 10Q: 3 clusters Score -1014818 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1015124.875000 Penalty: 4514.911621
	Iteration 11Q: 3 clusters Score -1015125 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1015368.250000 Penalty: 4514.911621
	Iteration 12Q: 3 clusters Score -1015368 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1015547.250000 Penalty: 4514.911621
	Iteration 13Q: 3 clusters Score -1015547 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1015654.000000 Penalty: 4514.911621
	Iteration 14Q: 3 clusters Score -1015654 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1015741.875000 Penalty: 4514.911621
	Iteration 15Q: 3 clusters Score -1015742 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1015802.375000 Penalty: 4514.911621
	Iteration 16Q: 3 clusters Score -1015802 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1015833.125000 Penalty: 4514.911621
	Iteration 17Q: 3 clusters Score -1015833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1015853.812500 Penalty: 4514.911621
	Iteration 18Q: 3 clusters Score -1015854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1015878.437500 Penalty: 4514.911621
	Iteration 19Q: 3 clusters Score -1015878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1015895.875000 Penalty: 4514.911621
	Iteration 20F: 3 clusters Score -1015896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1015910.000000 Penalty: 4514.911621
	Iteration 21Q: 3 clusters Score -1015910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1015915.187500 Penalty: 4514.911621
	Iteration 22Q: 3 clusters Score -1015915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1015918.875000 Penalty: 4514.911621
	Iteration 23Q: 3 clusters Score -1015919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1015922.562500 Penalty: 4514.911621
	Iteration 24Q: 3 clusters Score -1015923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1015927.750000 Penalty: 4514.911621
	Iteration 25Q: 3 clusters Score -1015928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1015930.812500 Penalty: 4514.911621
	Iteration 26Q: 3 clusters Score -1015931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1015933.687500 Penalty: 4514.911621
	Iteration 27Q: 3 clusters Score -1015934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1015939.437500 Penalty: 4514.911621
	Iteration 28Q: 3 clusters Score -1015939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1015943.250000 Penalty: 4514.911621
	Iteration 29Q: 3 clusters Score -1015943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1015945.375000 Penalty: 4514.911621
	Iteration 30Q: 3 clusters Score -1015945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1015945.437500 Penalty: 4514.911621
	Iteration 31Q: 3 clusters Score -1015945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1015946.000000 Penalty: 4514.911621
	Iteration 32Q: 3 clusters Score -1015946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1015947.000000 Penalty: 4514.911621
	Iteration 33Q: 3 clusters Score -1015947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1015948.437500 Penalty: 4514.911621
	Iteration 34Q: 3 clusters Score -1015948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1015950.500000 Penalty: 4514.911621
	Iteration 35Q: 3 clusters Score -1015950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1015949.937500 Penalty: 4514.911621
	Iteration 36Q: 3 clusters Score -1015950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1015952.625000 Penalty: 4514.911621
	Iteration 37Q: 3 clusters Score -1015953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1015953.500000 Penalty: 4514.911621
	Iteration 38Q: 3 clusters Score -1015954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1015954.125000 Penalty: 4514.911621
	Iteration 39Q: 3 clusters Score -1015954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1015954.062500 Penalty: 4514.911621
	Iteration 40F: 3 clusters Score -1015954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1015954.625000 Penalty: 4514.911621
	Iteration 41Q: 3 clusters Score -1015955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1015956.187500 Penalty: 4514.911621
	Iteration 42Q: 3 clusters Score -1015956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1015956.187500 Penalty: 4514.911621
	Iteration 43F: 3 clusters Score -1015956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Entering Unmasked Estep 
Score: -772652.875000 Penalty: 2185.953857
	Iteration 0F: 2 clusters Score -772652.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -767024.875000 Penalty: 4371.907715
	Iteration 0F: 3 clusters Score -767024.9 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -768577.312500 Penalty: 4371.907715
	Iteration 1F: 3 clusters Score -768577.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -768921.500000 Penalty: 4371.907715
	Iteration 2F: 3 clusters Score -768921.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -769328.875000 Penalty: 4371.907715
	Iteration 3F: 3 clusters Score -769328.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -769707.562500 Penalty: 4371.907715
	Iteration 4F: 3 clusters Score -769707.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -770052.500000 Penalty: 4371.907715
	Iteration 5F: 3 clusters Score -770052.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -770342.937500 Penalty: 4371.907715
	Iteration 6F: 3 clusters Score -770342.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -770608.750000 Penalty: 4371.907715
	Iteration 7Q: 3 clusters Score -770608.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -770858.812500 Penalty: 4371.907715
	Iteration 8Q: 3 clusters Score -770858.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -771097.750000 Penalty: 4371.907715
	Iteration 9Q: 3 clusters Score -771097.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -771305.125000 Penalty: 4371.907715
	Iteration 10Q: 3 clusters Score -771305.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -771477.500000 Penalty: 4371.907715
	Iteration 11Q: 3 clusters Score -771477.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -771599.000000 Penalty: 4371.907715
	Iteration 12Q: 3 clusters Score -771599 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -771679.250000 Penalty: 4371.907715
	Iteration 13Q: 3 clusters Score -771679.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -771741.750000 Penalty: 4371.907715
	Iteration 14Q: 3 clusters Score -771741.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -771782.250000 Penalty: 4371.907715
	Iteration 15Q: 3 clusters Score -771782.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -771813.437500 Penalty: 4371.907715
	Iteration 16Q: 3 clusters Score -771813.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -771831.375000 Penalty: 4371.907715
	Iteration 17Q: 3 clusters Score -771831.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -771849.500000 Penalty: 4371.907715
	Iteration 18Q: 3 clusters Score -771849.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -771861.437500 Penalty: 4371.907715
	Iteration 19Q: 3 clusters Score -771861.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -771878.812500 Penalty: 4371.907715
	Iteration 20F: 3 clusters Score -771878.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -771882.375000 Penalty: 4371.907715
	Iteration 21Q: 3 clusters Score -771882.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -771886.312500 Penalty: 4371.907715
	Iteration 22Q: 3 clusters Score -771886.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -771885.250000 Penalty: 4371.907715
	Iteration 23Q: 3 clusters Score -771885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -771888.437500 Penalty: 4371.907715
	Iteration 24Q: 3 clusters Score -771888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -771888.937500 Penalty: 4371.907715
	Iteration 25Q: 3 clusters Score -771888.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -771889.062500 Penalty: 4371.907715
	Iteration 26Q: 3 clusters Score -771889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -771889.937500 Penalty: 4371.907715
	Iteration 27Q: 3 clusters Score -771889.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -771889.937500 Penalty: 4371.907715
	Iteration 28F: 3 clusters Score -771889.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -550212.750000 Penalty: 2096.125977
	Iteration 0F: 2 clusters Score -550212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -545872.125000 Penalty: 4192.251953
	Iteration 0F: 3 clusters Score -545872.1 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -546913.312500 Penalty: 4192.251953
	Iteration 1F: 3 clusters Score -546913.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -547168.562500 Penalty: 4192.251953
	Iteration 2F: 3 clusters Score -547168.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -547346.750000 Penalty: 4192.251953
	Iteration 3F: 3 clusters Score -547346.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -547508.375000 Penalty: 4192.251953
	Iteration 4Q: 3 clusters Score -547508.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -547631.250000 Penalty: 4192.251953
	Iteration 5Q: 3 clusters Score -547631.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -547741.875000 Penalty: 4192.251953
	Iteration 6Q: 3 clusters Score -547741.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -547862.187500 Penalty: 4192.251953
	Iteration 7Q: 3 clusters Score -547862.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -547994.312500 Penalty: 4192.251953
	Iteration 8Q: 3 clusters Score -547994.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -548120.875000 Penalty: 4192.251953
	Iteration 9Q: 3 clusters Score -548120.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -548241.312500 Penalty: 4192.251953
	Iteration 10Q: 3 clusters Score -548241.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -548347.312500 Penalty: 4192.251953
	Iteration 11Q: 3 clusters Score -548347.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -548417.937500 Penalty: 4192.251953
	Iteration 12Q: 3 clusters Score -548417.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -548477.062500 Penalty: 4192.251953
	Iteration 13Q: 3 clusters Score -548477.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -548533.687500 Penalty: 4192.251953
	Iteration 14Q: 3 clusters Score -548533.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -548589.187500 Penalty: 4192.251953
	Iteration 15Q: 3 clusters Score -548589.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -548628.562500 Penalty: 4192.251953
	Iteration 16Q: 3 clusters Score -548628.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -548659.875000 Penalty: 4192.251953
	Iteration 17Q: 3 clusters Score -548659.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -548688.812500 Penalty: 4192.251953
	Iteration 18Q: 3 clusters Score -548688.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -548719.437500 Penalty: 4192.251953
	Iteration 19Q: 3 clusters Score -548719.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -548743.500000 Penalty: 4192.251953
	Iteration 20F: 3 clusters Score -548743.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -548762.125000 Penalty: 4192.251953
	Iteration 21Q: 3 clusters Score -548762.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -548784.937500 Penalty: 4192.251953
	Iteration 22Q: 3 clusters Score -548784.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -548808.687500 Penalty: 4192.251953
	Iteration 23Q: 3 clusters Score -548808.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -548838.062500 Penalty: 4192.251953
	Iteration 24Q: 3 clusters Score -548838.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -548859.125000 Penalty: 4192.251953
	Iteration 25Q: 3 clusters Score -548859.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -548874.437500 Penalty: 4192.251953
	Iteration 26Q: 3 clusters Score -548874.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -548886.250000 Penalty: 4192.251953
	Iteration 27Q: 3 clusters Score -548886.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -548892.000000 Penalty: 4192.251953
	Iteration 28Q: 3 clusters Score -548892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -548897.937500 Penalty: 4192.251953
	Iteration 29Q: 3 clusters Score -548897.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -548902.312500 Penalty: 4192.251953
	Iteration 30Q: 3 clusters Score -548902.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -548906.687500 Penalty: 4192.251953
	Iteration 31Q: 3 clusters Score -548906.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -548908.437500 Penalty: 4192.251953
	Iteration 32Q: 3 clusters Score -548908.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -548911.250000 Penalty: 4192.251953
	Iteration 33Q: 3 clusters Score -548911.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -548911.812500 Penalty: 4192.251953
	Iteration 34Q: 3 clusters Score -548911.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -548915.750000 Penalty: 4192.251953
	Iteration 35Q: 3 clusters Score -548915.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -548918.000000 Penalty: 4192.251953
	Iteration 36Q: 3 clusters Score -548918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -548919.312500 Penalty: 4192.251953
	Iteration 37Q: 3 clusters Score -548919.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -548920.562500 Penalty: 4192.251953
	Iteration 38Q: 3 clusters Score -548920.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -548921.937500 Penalty: 4192.251953
	Iteration 39Q: 3 clusters Score -548921.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -548924.000000 Penalty: 4192.251953
	Iteration 40F: 3 clusters Score -548924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -548925.812500 Penalty: 4192.251953
	Iteration 41Q: 3 clusters Score -548925.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -548928.375000 Penalty: 4192.251953
	Iteration 42Q: 3 clusters Score -548928.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -548928.625000 Penalty: 4192.251953
	Iteration 43Q: 3 clusters Score -548928.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -548928.625000 Penalty: 4192.251953
	Iteration 44Q: 3 clusters Score -548928.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -548928.625000 Penalty: 4192.251953
	Iteration 45F: 3 clusters Score -548928.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -31060.832031 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -31060.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29778.402344 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -29778.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29972.144531 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -29972.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30119.601562 Penalty: 2909.768066
	Iteration 2F: 3 clusters Score -30119.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30180.085938 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -30180.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30297.906250 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -30297.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30368.712891 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -30368.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30420.658203 Penalty: 2909.768066
	Iteration 6Q: 3 clusters Score -30420.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30444.416016 Penalty: 2909.768066
	Iteration 7Q: 3 clusters Score -30444.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30466.037109 Penalty: 2909.768066
	Iteration 8Q: 3 clusters Score -30466.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30498.794922 Penalty: 2909.768066
	Iteration 9Q: 3 clusters Score -30498.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30513.970703 Penalty: 2909.768066
	Iteration 10Q: 3 clusters Score -30513.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30536.818359 Penalty: 2909.768066
	Iteration 11Q: 3 clusters Score -30536.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30541.546875 Penalty: 2909.768066
	Iteration 12Q: 3 clusters Score -30541.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30557.210938 Penalty: 2909.768066
	Iteration 13Q: 3 clusters Score -30557.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30563.767578 Penalty: 2909.768066
	Iteration 14Q: 3 clusters Score -30563.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30566.431641 Penalty: 2909.768066
	Iteration 15Q: 3 clusters Score -30566.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -30566.431641 Penalty: 2909.768066
	Iteration 16F: 3 clusters Score -30566.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (53801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Entering Unmasked Estep 
Score: -6595512.000000 Penalty: 2701.475830
	Iteration 0F: 2 clusters Score -6595512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -6559268.000000 Penalty: 5402.951660
	Iteration 0F: 3 clusters Score -6559268 nChanged 24856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -6573112.000000 Penalty: 5402.951660
	Iteration 1F: 3 clusters Score -6573112 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -6573725.000000 Penalty: 5402.951660
	Iteration 2Q: 3 clusters Score -6573725 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -6574307.500000 Penalty: 5402.951660
	Iteration 3Q: 3 clusters Score -6574308 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -6575041.000000 Penalty: 5402.951660
	Iteration 4Q: 3 clusters Score -6575041 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -6576076.000000 Penalty: 5402.951660
	Iteration 5Q: 3 clusters Score -6576076 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -6577462.500000 Penalty: 5402.951660
	Iteration 6F: 3 clusters Score -6577462 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -6579514.500000 Penalty: 5402.951660
	Iteration 7F: 3 clusters Score -6579514 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -6582189.500000 Penalty: 5402.951660
	Iteration 8F: 3 clusters Score -6582190 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -6585324.500000 Penalty: 5402.951660
	Iteration 9F: 3 clusters Score -6585324 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -6588092.000000 Penalty: 5402.951660
	Iteration 10F: 3 clusters Score -6588092 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -6589836.000000 Penalty: 5402.951660
	Iteration 11Q: 3 clusters Score -6589836 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -6590581.500000 Penalty: 5402.951660
	Iteration 12Q: 3 clusters Score -6590582 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -6590940.500000 Penalty: 5402.951660
	Iteration 13Q: 3 clusters Score -6590940 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -6591130.500000 Penalty: 5402.951660
	Iteration 14Q: 3 clusters Score -6591130 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -6591277.500000 Penalty: 5402.951660
	Iteration 15Q: 3 clusters Score -6591278 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -6591382.500000 Penalty: 5402.951660
	Iteration 16Q: 3 clusters Score -6591382 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -6591480.500000 Penalty: 5402.951660
	Iteration 17Q: 3 clusters Score -6591480 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -6591595.000000 Penalty: 5402.951660
	Iteration 18Q: 3 clusters Score -6591595 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -6591657.000000 Penalty: 5402.951660
	Iteration 19Q: 3 clusters Score -6591657 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -6591739.000000 Penalty: 5402.951660
	Iteration 20F: 3 clusters Score -6591739 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -6591790.500000 Penalty: 5402.951660
	Iteration 21Q: 3 clusters Score -6591790 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -6591881.500000 Penalty: 5402.951660
	Iteration 22Q: 3 clusters Score -6591882 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -6591959.000000 Penalty: 5402.951660
	Iteration 23Q: 3 clusters Score -6591959 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -6591997.000000 Penalty: 5402.951660
	Iteration 24Q: 3 clusters Score -6591997 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -6592028.500000 Penalty: 5402.951660
	Iteration 25Q: 3 clusters Score -6592028 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -6592088.000000 Penalty: 5402.951660
	Iteration 26Q: 3 clusters Score -6592088 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -6592124.500000 Penalty: 5402.951660
	Iteration 27Q: 3 clusters Score -6592124 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -6592176.500000 Penalty: 5402.951660
	Iteration 28Q: 3 clusters Score -6592176 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -6592214.000000 Penalty: 5402.951660
	Iteration 29Q: 3 clusters Score -6592214 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -6592234.000000 Penalty: 5402.951660
	Iteration 30Q: 3 clusters Score -6592234 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -6592281.500000 Penalty: 5402.951660
	Iteration 31Q: 3 clusters Score -6592282 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -6592302.500000 Penalty: 5402.951660
	Iteration 32Q: 3 clusters Score -6592302 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -6592338.000000 Penalty: 5402.951660
	Iteration 33Q: 3 clusters Score -6592338 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -6592383.500000 Penalty: 5402.951660
	Iteration 34Q: 3 clusters Score -6592384 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -6592402.500000 Penalty: 5402.951660
	Iteration 35Q: 3 clusters Score -6592402 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -6592430.000000 Penalty: 5402.951660
	Iteration 36Q: 3 clusters Score -6592430 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -6592435.500000 Penalty: 5402.951660
	Iteration 37Q: 3 clusters Score -6592436 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -6592472.000000 Penalty: 5402.951660
	Iteration 38Q: 3 clusters Score -6592472 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -6592515.000000 Penalty: 5402.951660
	Iteration 39Q: 3 clusters Score -6592515 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -6592546.500000 Penalty: 5402.951660
	Iteration 40F: 3 clusters Score -6592546 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -6592568.500000 Penalty: 5402.951660
	Iteration 41Q: 3 clusters Score -6592568 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -6592603.000000 Penalty: 5402.951660
	Iteration 42Q: 3 clusters Score -6592603 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -6592627.000000 Penalty: 5402.951660
	Iteration 43Q: 3 clusters Score -6592627 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49261 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -6592661.500000 Penalty: 5402.951660
	Iteration 44Q: 3 clusters Score -6592662 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -6592687.000000 Penalty: 5402.951660
	Iteration 45Q: 3 clusters Score -6592687 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -6592705.000000 Penalty: 5402.951660
	Iteration 46Q: 3 clusters Score -6592705 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -6592745.000000 Penalty: 5402.951660
	Iteration 47Q: 3 clusters Score -6592745 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -6592773.000000 Penalty: 5402.951660
	Iteration 48Q: 3 clusters Score -6592773 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -6592779.500000 Penalty: 5402.951660
	Iteration 49Q: 3 clusters Score -6592780 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -6592821.000000 Penalty: 5402.951660
	Iteration 50Q: 3 clusters Score -6592821 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -6592874.000000 Penalty: 5402.951660
	Iteration 51Q: 3 clusters Score -6592874 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -6592915.000000 Penalty: 5402.951660
	Iteration 52Q: 3 clusters Score -6592915 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -6592934.500000 Penalty: 5402.951660
	Iteration 53Q: 3 clusters Score -6592934 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -6592954.500000 Penalty: 5402.951660
	Iteration 54Q: 3 clusters Score -6592954 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -6592957.000000 Penalty: 5402.951660
	Iteration 55Q: 3 clusters Score -6592957 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50622 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -6592964.500000 Penalty: 5402.951660
	Iteration 56Q: 3 clusters Score -6592964 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -6592976.000000 Penalty: 5402.951660
	Iteration 57Q: 3 clusters Score -6592976 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -6592980.500000 Penalty: 5402.951660
	Iteration 58Q: 3 clusters Score -6592980 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6593006.000000 Penalty: 5402.951660
	Iteration 59Q: 3 clusters Score -6593006 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -6593013.500000 Penalty: 5402.951660
	Iteration 60F: 3 clusters Score -6593014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -6593018.500000 Penalty: 5402.951660
	Iteration 61Q: 3 clusters Score -6593018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -6593030.500000 Penalty: 5402.951660
	Iteration 62Q: 3 clusters Score -6593030 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -6593044.000000 Penalty: 5402.951660
	Iteration 63Q: 3 clusters Score -6593044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -6593042.000000 Penalty: 5402.951660
	Iteration 64Q: 3 clusters Score -6593042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -6593049.000000 Penalty: 5402.951660
	Iteration 65Q: 3 clusters Score -6593049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -6593057.500000 Penalty: 5402.951660
	Iteration 66Q: 3 clusters Score -6593058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -6593074.500000 Penalty: 5402.951660
	Iteration 67Q: 3 clusters Score -6593074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -6593067.500000 Penalty: 5402.951660
	Iteration 68Q: 3 clusters Score -6593068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -6593077.000000 Penalty: 5402.951660
	Iteration 69Q: 3 clusters Score -6593077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -6593080.500000 Penalty: 5402.951660
	Iteration 70Q: 3 clusters Score -6593080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -6593086.000000 Penalty: 5402.951660
	Iteration 71Q: 3 clusters Score -6593086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6593085.500000 Penalty: 5402.951660
	Iteration 72Q: 3 clusters Score -6593086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -6593086.500000 Penalty: 5402.951660
	Iteration 73Q: 3 clusters Score -6593086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -6593102.500000 Penalty: 5402.951660
	Iteration 74Q: 3 clusters Score -6593102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6593100.500000 Penalty: 5402.951660
	Iteration 75Q: 3 clusters Score -6593100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6593100.000000 Penalty: 5402.951660
	Iteration 76Q: 3 clusters Score -6593100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51271 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -6593104.500000 Penalty: 5402.951660
	Iteration 77Q: 3 clusters Score -6593104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -6593113.500000 Penalty: 5402.951660
	Iteration 78Q: 3 clusters Score -6593114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6593109.500000 Penalty: 5402.951660
	Iteration 79Q: 3 clusters Score -6593110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6593110.000000 Penalty: 5402.951660
	Iteration 80F: 3 clusters Score -6593110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6593108.000000 Penalty: 5402.951660
	Iteration 81Q: 3 clusters Score -6593108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -6593103.500000 Penalty: 5402.951660
	Iteration 82Q: 3 clusters Score -6593104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -6593101.500000 Penalty: 5402.951660
	Iteration 83Q: 3 clusters Score -6593102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51333 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -6593105.500000 Penalty: 5402.951660
	Iteration 84Q: 3 clusters Score -6593106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -6593106.000000 Penalty: 5402.951660
	Iteration 85Q: 3 clusters Score -6593106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6593109.000000 Penalty: 5402.951660
	Iteration 86Q: 3 clusters Score -6593109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -6593106.000000 Penalty: 5402.951660
	Iteration 87Q: 3 clusters Score -6593106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6593104.500000 Penalty: 5402.951660
	Iteration 88Q: 3 clusters Score -6593104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -6593104.500000 Penalty: 5402.951660
	Iteration 89F: 3 clusters Score -6593104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Entering Unmasked Estep 
Score: -244956.515625 Penalty: 1894.153687
	Iteration 0F: 2 clusters Score -244956.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -242282.812500 Penalty: 3788.307373
	Iteration 0F: 3 clusters Score -242282.8 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -242805.328125 Penalty: 3788.307373
	Iteration 1F: 3 clusters Score -242805.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -242908.359375 Penalty: 3788.307373
	Iteration 2F: 3 clusters Score -242908.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -242962.500000 Penalty: 3788.307373
	Iteration 3Q: 3 clusters Score -242962.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -242999.515625 Penalty: 3788.307373
	Iteration 4Q: 3 clusters Score -242999.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -243014.203125 Penalty: 3788.307373
	Iteration 5Q: 3 clusters Score -243014.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -243024.093750 Penalty: 3788.307373
	Iteration 6Q: 3 clusters Score -243024.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -243038.046875 Penalty: 3788.307373
	Iteration 7Q: 3 clusters Score -243038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -243047.468750 Penalty: 3788.307373
	Iteration 8Q: 3 clusters Score -243047.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -243050.562500 Penalty: 3788.307373
	Iteration 9Q: 3 clusters Score -243050.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -243051.078125 Penalty: 3788.307373
	Iteration 10Q: 3 clusters Score -243051.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -243052.734375 Penalty: 3788.307373
	Iteration 11Q: 3 clusters Score -243052.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -243054.062500 Penalty: 3788.307373
	Iteration 12Q: 3 clusters Score -243054.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -243056.421875 Penalty: 3788.307373
	Iteration 13Q: 3 clusters Score -243056.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -243060.125000 Penalty: 3788.307373
	Iteration 14Q: 3 clusters Score -243060.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -243066.343750 Penalty: 3788.307373
	Iteration 15Q: 3 clusters Score -243066.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -243068.781250 Penalty: 3788.307373
	Iteration 16Q: 3 clusters Score -243068.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -243069.953125 Penalty: 3788.307373
	Iteration 17Q: 3 clusters Score -243070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -243069.953125 Penalty: 3788.307373
	Iteration 18Q: 3 clusters Score -243070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -243070.843750 Penalty: 3788.307373
	Iteration 19Q: 3 clusters Score -243070.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -243071.359375 Penalty: 3788.307373
	Iteration 20F: 3 clusters Score -243071.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Entering Unmasked Estep 
Score: -308111.875000 Penalty: 1953.218018
	Iteration 0F: 2 clusters Score -308111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -305072.562500 Penalty: 3906.436035
	Iteration 0F: 3 clusters Score -305072.6 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -305715.812500 Penalty: 3906.436035
	Iteration 1F: 3 clusters Score -305715.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -305886.406250 Penalty: 3906.436035
	Iteration 2F: 3 clusters Score -305886.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -305981.187500 Penalty: 3906.436035
	Iteration 3Q: 3 clusters Score -305981.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -306046.281250 Penalty: 3906.436035
	Iteration 4Q: 3 clusters Score -306046.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -306089.312500 Penalty: 3906.436035
	Iteration 5Q: 3 clusters Score -306089.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -306119.406250 Penalty: 3906.436035
	Iteration 6Q: 3 clusters Score -306119.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -306140.281250 Penalty: 3906.436035
	Iteration 7Q: 3 clusters Score -306140.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -306158.812500 Penalty: 3906.436035
	Iteration 8Q: 3 clusters Score -306158.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -306171.906250 Penalty: 3906.436035
	Iteration 9Q: 3 clusters Score -306171.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -306182.125000 Penalty: 3906.436035
	Iteration 10Q: 3 clusters Score -306182.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -306194.218750 Penalty: 3906.436035
	Iteration 11Q: 3 clusters Score -306194.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -306206.968750 Penalty: 3906.436035
	Iteration 12Q: 3 clusters Score -306207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -306223.093750 Penalty: 3906.436035
	Iteration 13Q: 3 clusters Score -306223.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -306234.906250 Penalty: 3906.436035
	Iteration 14Q: 3 clusters Score -306234.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -306252.000000 Penalty: 3906.436035
	Iteration 15Q: 3 clusters Score -306252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -306266.968750 Penalty: 3906.436035
	Iteration 16Q: 3 clusters Score -306267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -306281.593750 Penalty: 3906.436035
	Iteration 17Q: 3 clusters Score -306281.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -306291.093750 Penalty: 3906.436035
	Iteration 18Q: 3 clusters Score -306291.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -306302.437500 Penalty: 3906.436035
	Iteration 19Q: 3 clusters Score -306302.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -306313.906250 Penalty: 3906.436035
	Iteration 20F: 3 clusters Score -306313.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -306322.312500 Penalty: 3906.436035
	Iteration 21Q: 3 clusters Score -306322.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -306331.031250 Penalty: 3906.436035
	Iteration 22Q: 3 clusters Score -306331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -306339.718750 Penalty: 3906.436035
	Iteration 23Q: 3 clusters Score -306339.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -306350.750000 Penalty: 3906.436035
	Iteration 24Q: 3 clusters Score -306350.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -306355.656250 Penalty: 3906.436035
	Iteration 25Q: 3 clusters Score -306355.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -306363.000000 Penalty: 3906.436035
	Iteration 26Q: 3 clusters Score -306363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -306370.312500 Penalty: 3906.436035
	Iteration 27Q: 3 clusters Score -306370.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -306382.218750 Penalty: 3906.436035
	Iteration 28Q: 3 clusters Score -306382.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -306388.687500 Penalty: 3906.436035
	Iteration 29Q: 3 clusters Score -306388.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -306390.437500 Penalty: 3906.436035
	Iteration 30Q: 3 clusters Score -306390.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -306392.312500 Penalty: 3906.436035
	Iteration 31Q: 3 clusters Score -306392.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -306393.718750 Penalty: 3906.436035
	Iteration 32Q: 3 clusters Score -306393.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -306393.718750 Penalty: 3906.436035
	Iteration 33F: 3 clusters Score -306393.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Entering Unmasked Estep 
Score: -727728.687500 Penalty: 2162.350342
	Iteration 0F: 2 clusters Score -727728.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -722470.937500 Penalty: 4324.700684
	Iteration 0F: 3 clusters Score -722470.9 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -723837.500000 Penalty: 4324.700684
	Iteration 1F: 3 clusters Score -723837.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -724172.062500 Penalty: 4324.700684
	Iteration 2F: 3 clusters Score -724172.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -724407.375000 Penalty: 4324.700684
	Iteration 3F: 3 clusters Score -724407.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -724626.750000 Penalty: 4324.700684
	Iteration 4F: 3 clusters Score -724626.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -724852.687500 Penalty: 4324.700684
	Iteration 5F: 3 clusters Score -724852.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -725052.437500 Penalty: 4324.700684
	Iteration 6Q: 3 clusters Score -725052.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -725252.812500 Penalty: 4324.700684
	Iteration 7Q: 3 clusters Score -725252.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -725470.750000 Penalty: 4324.700684
	Iteration 8Q: 3 clusters Score -725470.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -725659.375000 Penalty: 4324.700684
	Iteration 9Q: 3 clusters Score -725659.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -725812.500000 Penalty: 4324.700684
	Iteration 10Q: 3 clusters Score -725812.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -725968.500000 Penalty: 4324.700684
	Iteration 11Q: 3 clusters Score -725968.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -726074.687500 Penalty: 4324.700684
	Iteration 12Q: 3 clusters Score -726074.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -726137.625000 Penalty: 4324.700684
	Iteration 13Q: 3 clusters Score -726137.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -726180.937500 Penalty: 4324.700684
	Iteration 14Q: 3 clusters Score -726180.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -726213.500000 Penalty: 4324.700684
	Iteration 15Q: 3 clusters Score -726213.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -726237.250000 Penalty: 4324.700684
	Iteration 16Q: 3 clusters Score -726237.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -726266.437500 Penalty: 4324.700684
	Iteration 17Q: 3 clusters Score -726266.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -726284.937500 Penalty: 4324.700684
	Iteration 18Q: 3 clusters Score -726284.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -726300.125000 Penalty: 4324.700684
	Iteration 19Q: 3 clusters Score -726300.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -726314.000000 Penalty: 4324.700684
	Iteration 20F: 3 clusters Score -726314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -726327.437500 Penalty: 4324.700684
	Iteration 21Q: 3 clusters Score -726327.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -726345.062500 Penalty: 4324.700684
	Iteration 22Q: 3 clusters Score -726345.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -726353.312500 Penalty: 4324.700684
	Iteration 23Q: 3 clusters Score -726353.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -726360.750000 Penalty: 4324.700684
	Iteration 24Q: 3 clusters Score -726360.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -726363.125000 Penalty: 4324.700684
	Iteration 25Q: 3 clusters Score -726363.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -726365.437500 Penalty: 4324.700684
	Iteration 26Q: 3 clusters Score -726365.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -726366.000000 Penalty: 4324.700684
	Iteration 27Q: 3 clusters Score -726366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -726367.000000 Penalty: 4324.700684
	Iteration 28Q: 3 clusters Score -726367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -726367.125000 Penalty: 4324.700684
	Iteration 29Q: 3 clusters Score -726367.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -726366.875000 Penalty: 4324.700684
	Iteration 30Q: 3 clusters Score -726366.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -726366.875000 Penalty: 4324.700684
	Iteration 31F: 3 clusters Score -726366.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -57567.386719 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -57567.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56037.656250 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -56037.66 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56341.406250 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -56341.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56667.113281 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -56667.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -56866.777344 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -56866.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -56945.785156 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -56945.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -56976.812500 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -56976.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -56992.601562 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -56992.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -57015.109375 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -57015.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -57036.312500 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -57036.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -57052.968750 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -57052.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -57058.281250 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -57058.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -57063.031250 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -57063.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -57066.277344 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -57066.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -57071.632812 Penalty: 3131.519775
	Iteration 13Q: 3 clusters Score -57071.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -57075.285156 Penalty: 3131.519775
	Iteration 14Q: 3 clusters Score -57075.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -57075.285156 Penalty: 3131.519775
	Iteration 15F: 3 clusters Score -57075.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (242966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242966 members 
Entering Unmasked Estep 
Score: -29892222.000000 Penalty: 3075.367920
	Iteration 0F: 2 clusters Score -2.989222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121183 members 
Mstep: Class 2 contains 121783 members 
Entering Unmasked Estep 
Score: -29735852.000000 Penalty: 6150.735840
	Iteration 0F: 3 clusters Score -2.973585e+07 nChanged 117626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117845 members 
Mstep: Class 2 contains 125121 members 
Entering Unmasked Estep 
Score: -29805270.000000 Penalty: 6150.735840
	Iteration 1F: 3 clusters Score -2.980527e+07 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115829 members 
Mstep: Class 2 contains 127137 members 
Entering Unmasked Estep 
Score: -29806856.000000 Penalty: 6150.735840
	Iteration 2Q: 3 clusters Score -2.980686e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112640 members 
Mstep: Class 2 contains 130326 members 
Entering Unmasked Estep 
Score: -29808916.000000 Penalty: 6150.735840
	Iteration 3Q: 3 clusters Score -2.980892e+07 nChanged 8384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107584 members 
Mstep: Class 2 contains 135382 members 
Entering Unmasked Estep 
Score: -29811870.000000 Penalty: 6150.735840
	Iteration 4Q: 3 clusters Score -2.981187e+07 nChanged 10074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100034 members 
Mstep: Class 2 contains 142932 members 
Entering Unmasked Estep 
Score: -29816076.000000 Penalty: 6150.735840
	Iteration 5Q: 3 clusters Score -2.981608e+07 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 153686 members 
Entering Unmasked Estep 
Score: -29822924.000000 Penalty: 6150.735840
	Iteration 6F: 3 clusters Score -2.982292e+07 nChanged 15211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74989 members 
Mstep: Class 2 contains 167977 members 
Entering Unmasked Estep 
Score: -29833174.000000 Penalty: 6150.735840
	Iteration 7F: 3 clusters Score -2.983317e+07 nChanged 17058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 184587 members 
Entering Unmasked Estep 
Score: -29846286.000000 Penalty: 6150.735840
	Iteration 8F: 3 clusters Score -2.984629e+07 nChanged 16304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 200677 members 
Entering Unmasked Estep 
Score: -29859492.000000 Penalty: 6150.735840
	Iteration 9F: 3 clusters Score -2.985949e+07 nChanged 13228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 213705 members 
Entering Unmasked Estep 
Score: -29869750.000000 Penalty: 6150.735840
	Iteration 10F: 3 clusters Score -2.986975e+07 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 223292 members 
Entering Unmasked Estep 
Score: -29877508.000000 Penalty: 6150.735840
	Iteration 11Q: 3 clusters Score -2.987751e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 230138 members 
Entering Unmasked Estep 
Score: -29882294.000000 Penalty: 6150.735840
	Iteration 12Q: 3 clusters Score -2.988229e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 234740 members 
Entering Unmasked Estep 
Score: -29885218.000000 Penalty: 6150.735840
	Iteration 13Q: 3 clusters Score -2.988522e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 237715 members 
Entering Unmasked Estep 
Score: -29886842.000000 Penalty: 6150.735840
	Iteration 14Q: 3 clusters Score -2.988684e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 239517 members 
Entering Unmasked Estep 
Score: -29888066.000000 Penalty: 6150.735840
	Iteration 15Q: 3 clusters Score -2.988807e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 240559 members 
Entering Unmasked Estep 
Score: -29888694.000000 Penalty: 6150.735840
	Iteration 16Q: 3 clusters Score -2.988869e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 241211 members 
Entering Unmasked Estep 
Score: -29889070.000000 Penalty: 6150.735840
	Iteration 17Q: 3 clusters Score -2.988907e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 241589 members 
Entering Unmasked Estep 
Score: -29889292.000000 Penalty: 6150.735840
	Iteration 18Q: 3 clusters Score -2.988929e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 241807 members 
Entering Unmasked Estep 
Score: -29889428.000000 Penalty: 6150.735840
	Iteration 19Q: 3 clusters Score -2.988943e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 241929 members 
Entering Unmasked Estep 
Score: -29889516.000000 Penalty: 6150.735840
	Iteration 20F: 3 clusters Score -2.988952e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 242002 members 
Entering Unmasked Estep 
Score: -29889560.000000 Penalty: 6150.735840
	Iteration 21Q: 3 clusters Score -2.988956e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 242077 members 
Entering Unmasked Estep 
Score: -29889618.000000 Penalty: 6150.735840
	Iteration 22Q: 3 clusters Score -2.988962e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 242124 members 
Entering Unmasked Estep 
Score: -29889668.000000 Penalty: 6150.735840
	Iteration 23Q: 3 clusters Score -2.988967e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 242162 members 
Entering Unmasked Estep 
Score: -29889688.000000 Penalty: 6150.735840
	Iteration 24Q: 3 clusters Score -2.988969e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 242186 members 
Entering Unmasked Estep 
Score: -29889704.000000 Penalty: 6150.735840
	Iteration 25Q: 3 clusters Score -2.98897e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 242214 members 
Entering Unmasked Estep 
Score: -29889716.000000 Penalty: 6150.735840
	Iteration 26Q: 3 clusters Score -2.988972e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 242235 members 
Entering Unmasked Estep 
Score: -29889704.000000 Penalty: 6150.735840
	Iteration 27Q: 3 clusters Score -2.98897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 242240 members 
Entering Unmasked Estep 
Score: -29889738.000000 Penalty: 6150.735840
	Iteration 28Q: 3 clusters Score -2.988974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 242249 members 
Entering Unmasked Estep 
Score: -29889732.000000 Penalty: 6150.735840
	Iteration 29Q: 3 clusters Score -2.988973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 242250 members 
Entering Unmasked Estep 
Score: -29889724.000000 Penalty: 6150.735840
	Iteration 30Q: 3 clusters Score -2.988972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 242259 members 
Entering Unmasked Estep 
Score: -29889734.000000 Penalty: 6150.735840
	Iteration 31Q: 3 clusters Score -2.988973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 242266 members 
Entering Unmasked Estep 
Score: -29889732.000000 Penalty: 6150.735840
	Iteration 32Q: 3 clusters Score -2.988973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 242268 members 
Entering Unmasked Estep 
Score: -29889736.000000 Penalty: 6150.735840
	Iteration 33Q: 3 clusters Score -2.988974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 242266 members 
Entering Unmasked Estep 
Score: -29889724.000000 Penalty: 6150.735840
	Iteration 34Q: 3 clusters Score -2.988972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 242269 members 
Entering Unmasked Estep 
Score: -29889728.000000 Penalty: 6150.735840
	Iteration 35Q: 3 clusters Score -2.988973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 242273 members 
Entering Unmasked Estep 
Score: -29889736.000000 Penalty: 6150.735840
	Iteration 36Q: 3 clusters Score -2.988974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 242275 members 
Entering Unmasked Estep 
Score: -29889730.000000 Penalty: 6150.735840
	Iteration 37Q: 3 clusters Score -2.988973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 242276 members 
Entering Unmasked Estep 
Score: -29889736.000000 Penalty: 6150.735840
	Iteration 38Q: 3 clusters Score -2.988974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 242280 members 
Entering Unmasked Estep 
Score: -29889740.000000 Penalty: 6150.735840
	Iteration 39Q: 3 clusters Score -2.988974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 242280 members 
Entering Unmasked Estep 
Score: -29889746.000000 Penalty: 6150.735840
	Iteration 40F: 3 clusters Score -2.988975e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 242282 members 
Entering Unmasked Estep 
Score: -29889752.000000 Penalty: 6150.735840
	Iteration 41Q: 3 clusters Score -2.988975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 242283 members 
Entering Unmasked Estep 
Score: -29889738.000000 Penalty: 6150.735840
	Iteration 42Q: 3 clusters Score -2.988974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 242285 members 
Entering Unmasked Estep 
Score: -29889754.000000 Penalty: 6150.735840
	Iteration 43Q: 3 clusters Score -2.988975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 242286 members 
Entering Unmasked Estep 
Score: -29889758.000000 Penalty: 6150.735840
	Iteration 44Q: 3 clusters Score -2.988976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 242289 members 
Entering Unmasked Estep 
Score: -29889732.000000 Penalty: 6150.735840
	Iteration 45Q: 3 clusters Score -2.988973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 242293 members 
Entering Unmasked Estep 
Score: -29889738.000000 Penalty: 6150.735840
	Iteration 46Q: 3 clusters Score -2.988974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 242292 members 
Entering Unmasked Estep 
Score: -29889748.000000 Penalty: 6150.735840
	Iteration 47Q: 3 clusters Score -2.988975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 242291 members 
Entering Unmasked Estep 
Score: -29889746.000000 Penalty: 6150.735840
	Iteration 48Q: 3 clusters Score -2.988975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 242291 members 
Entering Unmasked Estep 
Score: -29889746.000000 Penalty: 6150.735840
	Iteration 49F: 3 clusters Score -2.988975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Entering Unmasked Estep 
Score: -1376726.250000 Penalty: 2310.915527
	Iteration 0F: 2 clusters Score -1376726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1368374.625000 Penalty: 4621.831055
	Iteration 0F: 3 clusters Score -1368375 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1370784.875000 Penalty: 4621.831055
	Iteration 1F: 3 clusters Score -1370785 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1371064.625000 Penalty: 4621.831055
	Iteration 2F: 3 clusters Score -1371065 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1371287.375000 Penalty: 4621.831055
	Iteration 3Q: 3 clusters Score -1371287 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1371456.875000 Penalty: 4621.831055
	Iteration 4Q: 3 clusters Score -1371457 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1371600.750000 Penalty: 4621.831055
	Iteration 5Q: 3 clusters Score -1371601 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1371734.875000 Penalty: 4621.831055
	Iteration 6Q: 3 clusters Score -1371735 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1371900.750000 Penalty: 4621.831055
	Iteration 7Q: 3 clusters Score -1371901 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1372146.125000 Penalty: 4621.831055
	Iteration 8Q: 3 clusters Score -1372146 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1372460.750000 Penalty: 4621.831055
	Iteration 9Q: 3 clusters Score -1372461 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1372906.125000 Penalty: 4621.831055
	Iteration 10F: 3 clusters Score -1372906 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1373404.500000 Penalty: 4621.831055
	Iteration 11F: 3 clusters Score -1373404 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1373887.875000 Penalty: 4621.831055
	Iteration 12Q: 3 clusters Score -1373888 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1374197.750000 Penalty: 4621.831055
	Iteration 13Q: 3 clusters Score -1374198 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1374423.125000 Penalty: 4621.831055
	Iteration 14Q: 3 clusters Score -1374423 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1374582.875000 Penalty: 4621.831055
	Iteration 15Q: 3 clusters Score -1374583 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1374687.875000 Penalty: 4621.831055
	Iteration 16Q: 3 clusters Score -1374688 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1374750.125000 Penalty: 4621.831055
	Iteration 17Q: 3 clusters Score -1374750 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1374798.875000 Penalty: 4621.831055
	Iteration 18Q: 3 clusters Score -1374799 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1374836.375000 Penalty: 4621.831055
	Iteration 19Q: 3 clusters Score -1374836 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1374866.500000 Penalty: 4621.831055
	Iteration 20F: 3 clusters Score -1374866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1374882.750000 Penalty: 4621.831055
	Iteration 21Q: 3 clusters Score -1374883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1374892.625000 Penalty: 4621.831055
	Iteration 22Q: 3 clusters Score -1374893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1374902.125000 Penalty: 4621.831055
	Iteration 23Q: 3 clusters Score -1374902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1374912.875000 Penalty: 4621.831055
	Iteration 24Q: 3 clusters Score -1374913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1374921.250000 Penalty: 4621.831055
	Iteration 25Q: 3 clusters Score -1374921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1374932.375000 Penalty: 4621.831055
	Iteration 26Q: 3 clusters Score -1374932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1374941.750000 Penalty: 4621.831055
	Iteration 27Q: 3 clusters Score -1374942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1374958.750000 Penalty: 4621.831055
	Iteration 28Q: 3 clusters Score -1374959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1374970.000000 Penalty: 4621.831055
	Iteration 29Q: 3 clusters Score -1374970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1374987.000000 Penalty: 4621.831055
	Iteration 30Q: 3 clusters Score -1374987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1374998.250000 Penalty: 4621.831055
	Iteration 31Q: 3 clusters Score -1374998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1375013.750000 Penalty: 4621.831055
	Iteration 32Q: 3 clusters Score -1375014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1375022.750000 Penalty: 4621.831055
	Iteration 33Q: 3 clusters Score -1375023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1375038.500000 Penalty: 4621.831055
	Iteration 34Q: 3 clusters Score -1375038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1375054.750000 Penalty: 4621.831055
	Iteration 35Q: 3 clusters Score -1375055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1375075.875000 Penalty: 4621.831055
	Iteration 36Q: 3 clusters Score -1375076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1375094.375000 Penalty: 4621.831055
	Iteration 37Q: 3 clusters Score -1375094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1375125.250000 Penalty: 4621.831055
	Iteration 38Q: 3 clusters Score -1375125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1375134.125000 Penalty: 4621.831055
	Iteration 39Q: 3 clusters Score -1375134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1375147.875000 Penalty: 4621.831055
	Iteration 40F: 3 clusters Score -1375148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1375156.500000 Penalty: 4621.831055
	Iteration 41Q: 3 clusters Score -1375156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1375170.500000 Penalty: 4621.831055
	Iteration 42Q: 3 clusters Score -1375170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1375174.750000 Penalty: 4621.831055
	Iteration 43Q: 3 clusters Score -1375175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1375182.875000 Penalty: 4621.831055
	Iteration 44Q: 3 clusters Score -1375183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1375188.250000 Penalty: 4621.831055
	Iteration 45Q: 3 clusters Score -1375188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1375196.875000 Penalty: 4621.831055
	Iteration 46Q: 3 clusters Score -1375197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1375206.000000 Penalty: 4621.831055
	Iteration 47Q: 3 clusters Score -1375206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1375208.125000 Penalty: 4621.831055
	Iteration 48Q: 3 clusters Score -1375208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1375214.625000 Penalty: 4621.831055
	Iteration 49Q: 3 clusters Score -1375215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1375215.250000 Penalty: 4621.831055
	Iteration 50Q: 3 clusters Score -1375215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1375215.250000 Penalty: 4621.831055
	Iteration 51Q: 3 clusters Score -1375215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1375218.125000 Penalty: 4621.831055
	Iteration 52Q: 3 clusters Score -1375218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1375220.625000 Penalty: 4621.831055
	Iteration 53Q: 3 clusters Score -1375221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1375221.625000 Penalty: 4621.831055
	Iteration 54Q: 3 clusters Score -1375222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1375220.625000 Penalty: 4621.831055
	Iteration 55Q: 3 clusters Score -1375221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1375220.625000 Penalty: 4621.831055
	Iteration 56F: 3 clusters Score -1375221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -56208.566406 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -56208.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54702.671875 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -54702.67 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54858.558594 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -54858.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54911.007812 Penalty: 3070.396484
	Iteration 2Q: 3 clusters Score -54911.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54927.320312 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -54927.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -54945.714844 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -54945.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54963.402344 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -54963.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54963.402344 Penalty: 3070.396484
	Iteration 6F: 3 clusters Score -54963.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Entering Unmasked Estep 
Score: -241959.890625 Penalty: 1923.536499
	Iteration 0F: 2 clusters Score -241959.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -239107.984375 Penalty: 3847.072998
	Iteration 0F: 3 clusters Score -239108 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -239865.656250 Penalty: 3847.072998
	Iteration 1F: 3 clusters Score -239865.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -240205.515625 Penalty: 3847.072998
	Iteration 2F: 3 clusters Score -240205.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -240450.640625 Penalty: 3847.072998
	Iteration 3F: 3 clusters Score -240450.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -240602.375000 Penalty: 3847.072998
	Iteration 4F: 3 clusters Score -240602.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -240717.328125 Penalty: 3847.072998
	Iteration 5Q: 3 clusters Score -240717.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -240824.062500 Penalty: 3847.072998
	Iteration 6Q: 3 clusters Score -240824.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -240901.453125 Penalty: 3847.072998
	Iteration 7Q: 3 clusters Score -240901.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -240953.890625 Penalty: 3847.072998
	Iteration 8Q: 3 clusters Score -240953.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -241003.828125 Penalty: 3847.072998
	Iteration 9Q: 3 clusters Score -241003.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -241040.000000 Penalty: 3847.072998
	Iteration 10Q: 3 clusters Score -241040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -241075.593750 Penalty: 3847.072998
	Iteration 11Q: 3 clusters Score -241075.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -241109.140625 Penalty: 3847.072998
	Iteration 12Q: 3 clusters Score -241109.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -241139.000000 Penalty: 3847.072998
	Iteration 13Q: 3 clusters Score -241139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -241164.328125 Penalty: 3847.072998
	Iteration 14Q: 3 clusters Score -241164.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -241177.656250 Penalty: 3847.072998
	Iteration 15Q: 3 clusters Score -241177.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -241188.296875 Penalty: 3847.072998
	Iteration 16Q: 3 clusters Score -241188.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -241197.515625 Penalty: 3847.072998
	Iteration 17Q: 3 clusters Score -241197.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -241204.937500 Penalty: 3847.072998
	Iteration 18Q: 3 clusters Score -241204.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -241213.828125 Penalty: 3847.072998
	Iteration 19Q: 3 clusters Score -241213.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -241223.671875 Penalty: 3847.072998
	Iteration 20F: 3 clusters Score -241223.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -241229.734375 Penalty: 3847.072998
	Iteration 21Q: 3 clusters Score -241229.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -241231.234375 Penalty: 3847.072998
	Iteration 22Q: 3 clusters Score -241231.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -241233.093750 Penalty: 3847.072998
	Iteration 23Q: 3 clusters Score -241233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -241235.500000 Penalty: 3847.072998
	Iteration 24Q: 3 clusters Score -241235.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -241236.796875 Penalty: 3847.072998
	Iteration 25Q: 3 clusters Score -241236.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -241236.796875 Penalty: 3847.072998
	Iteration 26F: 3 clusters Score -241236.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (213530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213530 members 
Entering Unmasked Estep 
Score: -26286864.000000 Penalty: 3043.340088
	Iteration 0F: 2 clusters Score -2.628686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107083 members 
Mstep: Class 2 contains 106447 members 
Entering Unmasked Estep 
Score: -26145550.000000 Penalty: 6086.680176
	Iteration 0F: 3 clusters Score -2.614555e+07 nChanged 102841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114914 members 
Mstep: Class 2 contains 98616 members 
Entering Unmasked Estep 
Score: -26206662.000000 Penalty: 6086.680176
	Iteration 1F: 3 clusters Score -2.620666e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119695 members 
Mstep: Class 2 contains 93835 members 
Entering Unmasked Estep 
Score: -26208606.000000 Penalty: 6086.680176
	Iteration 2Q: 3 clusters Score -2.620861e+07 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127184 members 
Mstep: Class 2 contains 86346 members 
Entering Unmasked Estep 
Score: -26212108.000000 Penalty: 6086.680176
	Iteration 3Q: 3 clusters Score -2.621211e+07 nChanged 11966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138184 members 
Mstep: Class 2 contains 75346 members 
Entering Unmasked Estep 
Score: -26218874.000000 Penalty: 6086.680176
	Iteration 4F: 3 clusters Score -2.621887e+07 nChanged 15559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153209 members 
Mstep: Class 2 contains 60321 members 
Entering Unmasked Estep 
Score: -26229892.000000 Penalty: 6086.680176
	Iteration 5F: 3 clusters Score -2.622989e+07 nChanged 17903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170876 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -26245370.000000 Penalty: 6086.680176
	Iteration 6F: 3 clusters Score -2.624537e+07 nChanged 16474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187280 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -26261372.000000 Penalty: 6086.680176
	Iteration 7F: 3 clusters Score -2.626137e+07 nChanged 11492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198744 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -26272306.000000 Penalty: 6086.680176
	Iteration 8F: 3 clusters Score -2.627231e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205308 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -26278400.000000 Penalty: 6086.680176
	Iteration 9Q: 3 clusters Score -2.62784e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208859 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -26281310.000000 Penalty: 6086.680176
	Iteration 10Q: 3 clusters Score -2.628131e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210694 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -26282756.000000 Penalty: 6086.680176
	Iteration 11Q: 3 clusters Score -2.628276e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211705 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -26283338.000000 Penalty: 6086.680176
	Iteration 12Q: 3 clusters Score -2.628334e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212215 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -26283748.000000 Penalty: 6086.680176
	Iteration 13Q: 3 clusters Score -2.628375e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212508 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -26283916.000000 Penalty: 6086.680176
	Iteration 14Q: 3 clusters Score -2.628392e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212676 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -26284082.000000 Penalty: 6086.680176
	Iteration 15Q: 3 clusters Score -2.628408e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212770 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -26284168.000000 Penalty: 6086.680176
	Iteration 16Q: 3 clusters Score -2.628417e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212836 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -26284208.000000 Penalty: 6086.680176
	Iteration 17Q: 3 clusters Score -2.628421e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212882 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -26284246.000000 Penalty: 6086.680176
	Iteration 18Q: 3 clusters Score -2.628425e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212917 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -26284244.000000 Penalty: 6086.680176
	Iteration 19Q: 3 clusters Score -2.628424e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212940 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -26284272.000000 Penalty: 6086.680176
	Iteration 20F: 3 clusters Score -2.628427e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212958 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -26284300.000000 Penalty: 6086.680176
	Iteration 21Q: 3 clusters Score -2.62843e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212983 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -26284332.000000 Penalty: 6086.680176
	Iteration 22Q: 3 clusters Score -2.628433e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213000 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -26284358.000000 Penalty: 6086.680176
	Iteration 23Q: 3 clusters Score -2.628436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213000 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -26284358.000000 Penalty: 6086.680176
	Iteration 24Q: 3 clusters Score -2.628436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212997 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -26284384.000000 Penalty: 6086.680176
	Iteration 25Q: 3 clusters Score -2.628438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213001 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -26284382.000000 Penalty: 6086.680176
	Iteration 26Q: 3 clusters Score -2.628438e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213006 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -26284378.000000 Penalty: 6086.680176
	Iteration 27Q: 3 clusters Score -2.628438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213008 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -26284386.000000 Penalty: 6086.680176
	Iteration 28Q: 3 clusters Score -2.628439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213008 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -26284372.000000 Penalty: 6086.680176
	Iteration 29Q: 3 clusters Score -2.628437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213010 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -26284380.000000 Penalty: 6086.680176
	Iteration 30Q: 3 clusters Score -2.628438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213010 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -26284394.000000 Penalty: 6086.680176
	Iteration 31Q: 3 clusters Score -2.628439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213011 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -26284384.000000 Penalty: 6086.680176
	Iteration 32Q: 3 clusters Score -2.628438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213013 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -26284376.000000 Penalty: 6086.680176
	Iteration 33Q: 3 clusters Score -2.628438e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213014 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -26284382.000000 Penalty: 6086.680176
	Iteration 34Q: 3 clusters Score -2.628438e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213016 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -26284394.000000 Penalty: 6086.680176
	Iteration 35Q: 3 clusters Score -2.628439e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213017 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -26284388.000000 Penalty: 6086.680176
	Iteration 36Q: 3 clusters Score -2.628439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213019 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -26284404.000000 Penalty: 6086.680176
	Iteration 37Q: 3 clusters Score -2.62844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213021 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -26284408.000000 Penalty: 6086.680176
	Iteration 38Q: 3 clusters Score -2.628441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213024 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -26284406.000000 Penalty: 6086.680176
	Iteration 39Q: 3 clusters Score -2.628441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213026 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -26284394.000000 Penalty: 6086.680176
	Iteration 40F: 3 clusters Score -2.628439e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213028 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -26284408.000000 Penalty: 6086.680176
	Iteration 41Q: 3 clusters Score -2.628441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213031 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -26284406.000000 Penalty: 6086.680176
	Iteration 42Q: 3 clusters Score -2.628441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213034 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -26284406.000000 Penalty: 6086.680176
	Iteration 43Q: 3 clusters Score -2.628441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213035 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -26284414.000000 Penalty: 6086.680176
	Iteration 44Q: 3 clusters Score -2.628441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213036 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -26284404.000000 Penalty: 6086.680176
	Iteration 45Q: 3 clusters Score -2.62844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213037 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -26284402.000000 Penalty: 6086.680176
	Iteration 46Q: 3 clusters Score -2.62844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213037 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -26284402.000000 Penalty: 6086.680176
	Iteration 47F: 3 clusters Score -2.62844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -174142.343750 Penalty: 1830.766846
	Iteration 0F: 2 clusters Score -174142.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -171805.984375 Penalty: 3661.533691
	Iteration 0F: 3 clusters Score -171806 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -172256.218750 Penalty: 3661.533691
	Iteration 1F: 3 clusters Score -172256.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -172467.453125 Penalty: 3661.533691
	Iteration 2F: 3 clusters Score -172467.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -172660.375000 Penalty: 3661.533691
	Iteration 3F: 3 clusters Score -172660.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -172799.125000 Penalty: 3661.533691
	Iteration 4F: 3 clusters Score -172799.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -172896.796875 Penalty: 3661.533691
	Iteration 5Q: 3 clusters Score -172896.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -172964.234375 Penalty: 3661.533691
	Iteration 6Q: 3 clusters Score -172964.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -173011.296875 Penalty: 3661.533691
	Iteration 7Q: 3 clusters Score -173011.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -173041.140625 Penalty: 3661.533691
	Iteration 8Q: 3 clusters Score -173041.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -173068.296875 Penalty: 3661.533691
	Iteration 9Q: 3 clusters Score -173068.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -173089.875000 Penalty: 3661.533691
	Iteration 10Q: 3 clusters Score -173089.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -173119.796875 Penalty: 3661.533691
	Iteration 11Q: 3 clusters Score -173119.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -173160.265625 Penalty: 3661.533691
	Iteration 12Q: 3 clusters Score -173160.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -173195.968750 Penalty: 3661.533691
	Iteration 13Q: 3 clusters Score -173196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -173216.812500 Penalty: 3661.533691
	Iteration 14Q: 3 clusters Score -173216.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -173240.390625 Penalty: 3661.533691
	Iteration 15Q: 3 clusters Score -173240.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -173256.000000 Penalty: 3661.533691
	Iteration 16Q: 3 clusters Score -173256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -173262.484375 Penalty: 3661.533691
	Iteration 17Q: 3 clusters Score -173262.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -173270.109375 Penalty: 3661.533691
	Iteration 18Q: 3 clusters Score -173270.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -173277.281250 Penalty: 3661.533691
	Iteration 19Q: 3 clusters Score -173277.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -173285.390625 Penalty: 3661.533691
	Iteration 20F: 3 clusters Score -173285.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -173297.968750 Penalty: 3661.533691
	Iteration 21Q: 3 clusters Score -173298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -173306.359375 Penalty: 3661.533691
	Iteration 22Q: 3 clusters Score -173306.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -173311.968750 Penalty: 3661.533691
	Iteration 23Q: 3 clusters Score -173312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -173315.359375 Penalty: 3661.533691
	Iteration 24Q: 3 clusters Score -173315.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -173319.125000 Penalty: 3661.533691
	Iteration 25Q: 3 clusters Score -173319.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -173325.218750 Penalty: 3661.533691
	Iteration 26Q: 3 clusters Score -173325.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -173333.796875 Penalty: 3661.533691
	Iteration 27Q: 3 clusters Score -173333.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -173342.671875 Penalty: 3661.533691
	Iteration 28Q: 3 clusters Score -173342.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -173352.250000 Penalty: 3661.533691
	Iteration 29Q: 3 clusters Score -173352.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -173354.750000 Penalty: 3661.533691
	Iteration 30Q: 3 clusters Score -173354.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -173359.265625 Penalty: 3661.533691
	Iteration 31Q: 3 clusters Score -173359.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -173362.281250 Penalty: 3661.533691
	Iteration 32Q: 3 clusters Score -173362.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -173366.796875 Penalty: 3661.533691
	Iteration 33Q: 3 clusters Score -173366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -173370.578125 Penalty: 3661.533691
	Iteration 34Q: 3 clusters Score -173370.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -173372.593750 Penalty: 3661.533691
	Iteration 35Q: 3 clusters Score -173372.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -173372.593750 Penalty: 3661.533691
	Iteration 36F: 3 clusters Score -173372.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -92151.000000 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -92151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -90252.812500 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -90252.81 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -90533.015625 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -90533.02 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -90635.890625 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -90635.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -90703.500000 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -90703.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -90763.593750 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -90763.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -90801.679688 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -90801.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -90827.453125 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -90827.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -90853.109375 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -90853.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90860.968750 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -90860.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -90870.234375 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -90870.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -90889.375000 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -90889.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90908.000000 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -90908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -90948.796875 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -90948.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -91018.554688 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -91018.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -91068.523438 Penalty: 3371.778320
	Iteration 14Q: 3 clusters Score -91068.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -91121.390625 Penalty: 3371.778320
	Iteration 15Q: 3 clusters Score -91121.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91153.367188 Penalty: 3371.778320
	Iteration 16Q: 3 clusters Score -91153.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91174.507812 Penalty: 3371.778320
	Iteration 17Q: 3 clusters Score -91174.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91210.867188 Penalty: 3371.778320
	Iteration 18Q: 3 clusters Score -91210.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -91255.789062 Penalty: 3371.778320
	Iteration 19Q: 3 clusters Score -91255.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -91289.781250 Penalty: 3371.778320
	Iteration 20F: 3 clusters Score -91289.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -91337.476562 Penalty: 3371.778320
	Iteration 21Q: 3 clusters Score -91337.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91437.984375 Penalty: 3371.778320
	Iteration 22Q: 3 clusters Score -91437.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91679.289062 Penalty: 3371.778320
	Iteration 23Q: 3 clusters Score -91679.29 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -92221.195312 Penalty: 3371.778320
	Iteration 24Q: 3 clusters Score -92221.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -92542.937500 Penalty: 3371.778320
	Iteration 25Q: 3 clusters Score -92542.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -92632.296875 Penalty: 3371.778320
	Iteration 26Q: 3 clusters Score -92632.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -92691.773438 Penalty: 3371.778320
	Iteration 27Q: 3 clusters Score -92691.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -92740.468750 Penalty: 3371.778320
	Iteration 28Q: 3 clusters Score -92740.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -92764.023438 Penalty: 3371.778320
	Iteration 29Q: 3 clusters Score -92764.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -92787.265625 Penalty: 3371.778320
	Iteration 30Q: 3 clusters Score -92787.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -92809.765625 Penalty: 3371.778320
	Iteration 31Q: 3 clusters Score -92809.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -92820.968750 Penalty: 3371.778320
	Iteration 32Q: 3 clusters Score -92820.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -92838.179688 Penalty: 3371.778320
	Iteration 33Q: 3 clusters Score -92838.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -92877.218750 Penalty: 3371.778320
	Iteration 34Q: 3 clusters Score -92877.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -92902.898438 Penalty: 3371.778320
	Iteration 35Q: 3 clusters Score -92902.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -92926.523438 Penalty: 3371.778320
	Iteration 36Q: 3 clusters Score -92926.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -92953.398438 Penalty: 3371.778320
	Iteration 37Q: 3 clusters Score -92953.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -92965.828125 Penalty: 3371.778320
	Iteration 38Q: 3 clusters Score -92965.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -92997.453125 Penalty: 3371.778320
	Iteration 39Q: 3 clusters Score -92997.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -93039.507812 Penalty: 3371.778320
	Iteration 40F: 3 clusters Score -93039.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -93064.671875 Penalty: 3371.778320
	Iteration 41Q: 3 clusters Score -93064.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -93069.757812 Penalty: 3371.778320
	Iteration 42Q: 3 clusters Score -93069.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -93069.757812 Penalty: 3371.778320
	Iteration 43F: 3 clusters Score -93069.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191366 members 
Mstep: Class 2 contains 80760 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60679 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40763 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33090 members 
Mstep: Class 11 contains 8854 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8683 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13639 members 
Mstep: Class 19 contains 53462 members 
Mstep: Class 20 contains 10687 members 
Mstep: Class 21 contains 19791 members 
Mstep: Class 22 contains 8979 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53801 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242966 members 
Mstep: Class 32 contains 11139 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213530 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 642 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118593 members 
Mstep: Class 40 contains 312 members 
Mstep: Class 41 contains 254 members 
Entering Unmasked Estep 
Score: -148077424.000000 Penalty: 142708.921875
Splitting cluster 37 changes total score from -148078272.000000 to -148077424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -18051.201172 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -18051.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16993.988281 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -16993.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -17061.185547 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -17061.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17077.892578 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -17077.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17084.800781 Penalty: 2583.905029
	Iteration 3Q: 3 clusters Score -17084.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -17084.800781 Penalty: 2583.905029
	Iteration 4F: 3 clusters Score -17084.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (118593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118593 members 
Entering Unmasked Estep 
Score: -14488496.000000 Penalty: 2897.496338
	Iteration 0F: 2 clusters Score -1.44885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 59178 members 
Entering Unmasked Estep 
Score: -14409252.000000 Penalty: 5794.992676
	Iteration 0F: 3 clusters Score -1.440925e+07 nChanged 56253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -14441528.000000 Penalty: 5794.992676
	Iteration 1F: 3 clusters Score -1.444153e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -14442591.000000 Penalty: 5794.992676
	Iteration 2Q: 3 clusters Score -1.444259e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65496 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -14444393.000000 Penalty: 5794.992676
	Iteration 3Q: 3 clusters Score -1.444439e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69268 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -14447126.000000 Penalty: 5794.992676
	Iteration 4Q: 3 clusters Score -1.444713e+07 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74839 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -14451760.000000 Penalty: 5794.992676
	Iteration 5F: 3 clusters Score -1.445176e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82036 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -14458669.000000 Penalty: 5794.992676
	Iteration 6F: 3 clusters Score -1.445867e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89915 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -14467529.000000 Penalty: 5794.992676
	Iteration 7F: 3 clusters Score -1.446753e+07 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96207 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -14476238.000000 Penalty: 5794.992676
	Iteration 8F: 3 clusters Score -1.447624e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99425 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -14481734.000000 Penalty: 5794.992676
	Iteration 9Q: 3 clusters Score -1.448173e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100899 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -14483481.000000 Penalty: 5794.992676
	Iteration 10Q: 3 clusters Score -1.448348e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101923 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -14484201.000000 Penalty: 5794.992676
	Iteration 11Q: 3 clusters Score -1.44842e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102778 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -14484637.000000 Penalty: 5794.992676
	Iteration 12Q: 3 clusters Score -1.448464e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103551 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -14484935.000000 Penalty: 5794.992676
	Iteration 13Q: 3 clusters Score -1.448494e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104213 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -14485054.000000 Penalty: 5794.992676
	Iteration 14Q: 3 clusters Score -1.448505e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104804 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -14485250.000000 Penalty: 5794.992676
	Iteration 15Q: 3 clusters Score -1.448525e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105323 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -14485350.000000 Penalty: 5794.992676
	Iteration 16Q: 3 clusters Score -1.448535e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105779 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -14485452.000000 Penalty: 5794.992676
	Iteration 17Q: 3 clusters Score -1.448545e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106221 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -14485564.000000 Penalty: 5794.992676
	Iteration 18Q: 3 clusters Score -1.448556e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106609 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -14485613.000000 Penalty: 5794.992676
	Iteration 19Q: 3 clusters Score -1.448561e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107025 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -14485682.000000 Penalty: 5794.992676
	Iteration 20F: 3 clusters Score -1.448568e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107416 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -14485694.000000 Penalty: 5794.992676
	Iteration 21Q: 3 clusters Score -1.448569e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107755 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -14485761.000000 Penalty: 5794.992676
	Iteration 22Q: 3 clusters Score -1.448576e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108074 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -14485801.000000 Penalty: 5794.992676
	Iteration 23Q: 3 clusters Score -1.44858e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108372 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -14485847.000000 Penalty: 5794.992676
	Iteration 24Q: 3 clusters Score -1.448585e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108639 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -14485897.000000 Penalty: 5794.992676
	Iteration 25Q: 3 clusters Score -1.44859e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108911 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -14485908.000000 Penalty: 5794.992676
	Iteration 26Q: 3 clusters Score -1.448591e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109154 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -14485934.000000 Penalty: 5794.992676
	Iteration 27Q: 3 clusters Score -1.448593e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109395 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -14485901.000000 Penalty: 5794.992676
	Iteration 28Q: 3 clusters Score -1.44859e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109614 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -14485931.000000 Penalty: 5794.992676
	Iteration 29Q: 3 clusters Score -1.448593e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109831 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -14485976.000000 Penalty: 5794.992676
	Iteration 30Q: 3 clusters Score -1.448598e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110032 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -14486009.000000 Penalty: 5794.992676
	Iteration 31Q: 3 clusters Score -1.448601e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110214 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -14486035.000000 Penalty: 5794.992676
	Iteration 32Q: 3 clusters Score -1.448604e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110393 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -14486089.000000 Penalty: 5794.992676
	Iteration 33Q: 3 clusters Score -1.448609e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110579 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -14486104.000000 Penalty: 5794.992676
	Iteration 34Q: 3 clusters Score -1.44861e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110769 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -14486117.000000 Penalty: 5794.992676
	Iteration 35Q: 3 clusters Score -1.448612e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110945 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -14486129.000000 Penalty: 5794.992676
	Iteration 36Q: 3 clusters Score -1.448613e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111104 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -14486193.000000 Penalty: 5794.992676
	Iteration 37Q: 3 clusters Score -1.448619e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111256 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -14486205.000000 Penalty: 5794.992676
	Iteration 38Q: 3 clusters Score -1.44862e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111420 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -14486241.000000 Penalty: 5794.992676
	Iteration 39Q: 3 clusters Score -1.448624e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111578 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -14486252.000000 Penalty: 5794.992676
	Iteration 40F: 3 clusters Score -1.448625e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111730 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -14486299.000000 Penalty: 5794.992676
	Iteration 41Q: 3 clusters Score -1.44863e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111891 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -14486306.000000 Penalty: 5794.992676
	Iteration 42Q: 3 clusters Score -1.448631e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112044 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -14486358.000000 Penalty: 5794.992676
	Iteration 43Q: 3 clusters Score -1.448636e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112167 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -14486377.000000 Penalty: 5794.992676
	Iteration 44Q: 3 clusters Score -1.448638e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112284 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -14486365.000000 Penalty: 5794.992676
	Iteration 45Q: 3 clusters Score -1.448636e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112399 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -14486389.000000 Penalty: 5794.992676
	Iteration 46Q: 3 clusters Score -1.448639e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112538 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -14486407.000000 Penalty: 5794.992676
	Iteration 47Q: 3 clusters Score -1.448641e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112670 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -14486419.000000 Penalty: 5794.992676
	Iteration 48Q: 3 clusters Score -1.448642e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112802 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -14486441.000000 Penalty: 5794.992676
	Iteration 49Q: 3 clusters Score -1.448644e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112907 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -14486452.000000 Penalty: 5794.992676
	Iteration 50Q: 3 clusters Score -1.448645e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112995 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -14486468.000000 Penalty: 5794.992676
	Iteration 51Q: 3 clusters Score -1.448647e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113077 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -14486472.000000 Penalty: 5794.992676
	Iteration 52Q: 3 clusters Score -1.448647e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113152 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -14486485.000000 Penalty: 5794.992676
	Iteration 53Q: 3 clusters Score -1.448648e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113220 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -14486490.000000 Penalty: 5794.992676
	Iteration 54Q: 3 clusters Score -1.448649e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113277 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -14486494.000000 Penalty: 5794.992676
	Iteration 55Q: 3 clusters Score -1.448649e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113333 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -14486493.000000 Penalty: 5794.992676
	Iteration 56Q: 3 clusters Score -1.448649e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113384 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -14486478.000000 Penalty: 5794.992676
	Iteration 57Q: 3 clusters Score -1.448648e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113421 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -14486480.000000 Penalty: 5794.992676
	Iteration 58Q: 3 clusters Score -1.448648e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113457 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -14486477.000000 Penalty: 5794.992676
	Iteration 59Q: 3 clusters Score -1.448648e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113483 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -14486470.000000 Penalty: 5794.992676
	Iteration 60F: 3 clusters Score -1.448647e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113505 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -14486493.000000 Penalty: 5794.992676
	Iteration 61Q: 3 clusters Score -1.448649e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113532 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -14486484.000000 Penalty: 5794.992676
	Iteration 62Q: 3 clusters Score -1.448648e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113554 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -14486483.000000 Penalty: 5794.992676
	Iteration 63Q: 3 clusters Score -1.448648e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113580 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -14486470.000000 Penalty: 5794.992676
	Iteration 64Q: 3 clusters Score -1.448647e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113604 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -14486476.000000 Penalty: 5794.992676
	Iteration 65Q: 3 clusters Score -1.448648e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113628 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -14486465.000000 Penalty: 5794.992676
	Iteration 66Q: 3 clusters Score -1.448646e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113652 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -14486485.000000 Penalty: 5794.992676
	Iteration 67Q: 3 clusters Score -1.448648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113671 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -14486461.000000 Penalty: 5794.992676
	Iteration 68Q: 3 clusters Score -1.448646e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113691 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -14486478.000000 Penalty: 5794.992676
	Iteration 69Q: 3 clusters Score -1.448648e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113711 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -14486481.000000 Penalty: 5794.992676
	Iteration 70Q: 3 clusters Score -1.448648e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113742 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -14486495.000000 Penalty: 5794.992676
	Iteration 71Q: 3 clusters Score -1.44865e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113772 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -14486486.000000 Penalty: 5794.992676
	Iteration 72Q: 3 clusters Score -1.448649e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113794 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -14486489.000000 Penalty: 5794.992676
	Iteration 73Q: 3 clusters Score -1.448649e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113826 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -14486494.000000 Penalty: 5794.992676
	Iteration 74Q: 3 clusters Score -1.448649e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113852 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -14486480.000000 Penalty: 5794.992676
	Iteration 75Q: 3 clusters Score -1.448648e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113870 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -14486493.000000 Penalty: 5794.992676
	Iteration 76Q: 3 clusters Score -1.448649e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113896 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -14486471.000000 Penalty: 5794.992676
	Iteration 77Q: 3 clusters Score -1.448647e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113923 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -14486450.000000 Penalty: 5794.992676
	Iteration 78Q: 3 clusters Score -1.448645e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113943 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -14486460.000000 Penalty: 5794.992676
	Iteration 79Q: 3 clusters Score -1.448646e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113960 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -14486477.000000 Penalty: 5794.992676
	Iteration 80F: 3 clusters Score -1.448648e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113976 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -14486476.000000 Penalty: 5794.992676
	Iteration 81Q: 3 clusters Score -1.448648e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113994 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -14486490.000000 Penalty: 5794.992676
	Iteration 82Q: 3 clusters Score -1.448649e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114017 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -14486464.000000 Penalty: 5794.992676
	Iteration 83Q: 3 clusters Score -1.448646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114037 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -14486480.000000 Penalty: 5794.992676
	Iteration 84Q: 3 clusters Score -1.448648e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114061 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -14486463.000000 Penalty: 5794.992676
	Iteration 85Q: 3 clusters Score -1.448646e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114090 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -14486484.000000 Penalty: 5794.992676
	Iteration 86Q: 3 clusters Score -1.448648e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114126 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -14486499.000000 Penalty: 5794.992676
	Iteration 87Q: 3 clusters Score -1.44865e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114170 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -14486487.000000 Penalty: 5794.992676
	Iteration 88Q: 3 clusters Score -1.448649e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114212 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -14486510.000000 Penalty: 5794.992676
	Iteration 89Q: 3 clusters Score -1.448651e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114248 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -14486509.000000 Penalty: 5794.992676
	Iteration 90Q: 3 clusters Score -1.448651e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114289 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -14486508.000000 Penalty: 5794.992676
	Iteration 91Q: 3 clusters Score -1.448651e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114317 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -14486522.000000 Penalty: 5794.992676
	Iteration 92Q: 3 clusters Score -1.448652e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114346 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -14486515.000000 Penalty: 5794.992676
	Iteration 93Q: 3 clusters Score -1.448652e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114378 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -14486531.000000 Penalty: 5794.992676
	Iteration 94Q: 3 clusters Score -1.448653e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114412 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -14486540.000000 Penalty: 5794.992676
	Iteration 95Q: 3 clusters Score -1.448654e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114454 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -14486542.000000 Penalty: 5794.992676
	Iteration 96Q: 3 clusters Score -1.448654e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114484 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -14486554.000000 Penalty: 5794.992676
	Iteration 97Q: 3 clusters Score -1.448655e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114506 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -14486563.000000 Penalty: 5794.992676
	Iteration 98Q: 3 clusters Score -1.448656e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114525 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -14486574.000000 Penalty: 5794.992676
	Iteration 99Q: 3 clusters Score -1.448657e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114543 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -14486578.000000 Penalty: 5794.992676
	Iteration 100F: 3 clusters Score -1.448658e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114559 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -14486575.000000 Penalty: 5794.992676
	Iteration 101Q: 3 clusters Score -1.448658e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114575 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -14486584.000000 Penalty: 5794.992676
	Iteration 102Q: 3 clusters Score -1.448658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114587 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -14486581.000000 Penalty: 5794.992676
	Iteration 103Q: 3 clusters Score -1.448658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114596 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -14486594.000000 Penalty: 5794.992676
	Iteration 104Q: 3 clusters Score -1.448659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114606 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -14486586.000000 Penalty: 5794.992676
	Iteration 105Q: 3 clusters Score -1.448659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114620 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -14486592.000000 Penalty: 5794.992676
	Iteration 106Q: 3 clusters Score -1.448659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114634 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -14486592.000000 Penalty: 5794.992676
	Iteration 107Q: 3 clusters Score -1.448659e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114651 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -14486599.000000 Penalty: 5794.992676
	Iteration 108Q: 3 clusters Score -1.44866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114666 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -14486615.000000 Penalty: 5794.992676
	Iteration 109Q: 3 clusters Score -1.448662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114678 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -14486622.000000 Penalty: 5794.992676
	Iteration 110Q: 3 clusters Score -1.448662e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114695 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -14486607.000000 Penalty: 5794.992676
	Iteration 111Q: 3 clusters Score -1.448661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114716 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -14486615.000000 Penalty: 5794.992676
	Iteration 112Q: 3 clusters Score -1.448662e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114735 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -14486607.000000 Penalty: 5794.992676
	Iteration 113Q: 3 clusters Score -1.448661e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114754 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -14486585.000000 Penalty: 5794.992676
	Iteration 114Q: 3 clusters Score -1.448658e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114779 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -14486597.000000 Penalty: 5794.992676
	Iteration 115Q: 3 clusters Score -1.44866e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114800 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -14486612.000000 Penalty: 5794.992676
	Iteration 116Q: 3 clusters Score -1.448661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114813 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -14486618.000000 Penalty: 5794.992676
	Iteration 117Q: 3 clusters Score -1.448662e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114824 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -14486626.000000 Penalty: 5794.992676
	Iteration 118Q: 3 clusters Score -1.448663e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114837 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -14486622.000000 Penalty: 5794.992676
	Iteration 119Q: 3 clusters Score -1.448662e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114859 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -14486635.000000 Penalty: 5794.992676
	Iteration 120F: 3 clusters Score -1.448664e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114877 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -14486637.000000 Penalty: 5794.992676
	Iteration 121Q: 3 clusters Score -1.448664e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114893 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -14486631.000000 Penalty: 5794.992676
	Iteration 122Q: 3 clusters Score -1.448663e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114904 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -14486618.000000 Penalty: 5794.992676
	Iteration 123Q: 3 clusters Score -1.448662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114916 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -14486615.000000 Penalty: 5794.992676
	Iteration 124Q: 3 clusters Score -1.448662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114926 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -14486618.000000 Penalty: 5794.992676
	Iteration 125Q: 3 clusters Score -1.448662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114929 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -14486620.000000 Penalty: 5794.992676
	Iteration 126Q: 3 clusters Score -1.448662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114930 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -14486618.000000 Penalty: 5794.992676
	Iteration 127Q: 3 clusters Score -1.448662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114931 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -14486624.000000 Penalty: 5794.992676
	Iteration 128Q: 3 clusters Score -1.448662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114934 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -14486631.000000 Penalty: 5794.992676
	Iteration 129Q: 3 clusters Score -1.448663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114937 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -14486627.000000 Penalty: 5794.992676
	Iteration 130Q: 3 clusters Score -1.448663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114942 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -14486634.000000 Penalty: 5794.992676
	Iteration 131Q: 3 clusters Score -1.448663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114943 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -14486635.000000 Penalty: 5794.992676
	Iteration 132Q: 3 clusters Score -1.448664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114944 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -14486635.000000 Penalty: 5794.992676
	Iteration 133Q: 3 clusters Score -1.448664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114944 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -14486635.000000 Penalty: 5794.992676
	Iteration 134F: 3 clusters Score -1.448664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -34602.804688 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -34602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33296.218750 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -33296.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33412.421875 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -33412.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33466.972656 Penalty: 2848.529785
	Iteration 2F: 3 clusters Score -33466.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33492.773438 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -33492.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33509.285156 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -33509.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -33509.285156 Penalty: 2848.529785
	Iteration 5F: 3 clusters Score -33509.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191366 members 
Mstep: Class 2 contains 80760 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60679 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40763 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33090 members 
Mstep: Class 11 contains 8854 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8683 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13639 members 
Mstep: Class 19 contains 53462 members 
Mstep: Class 20 contains 10687 members 
Mstep: Class 21 contains 19791 members 
Mstep: Class 22 contains 8979 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53801 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 242966 members 
Mstep: Class 32 contains 11139 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213530 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118593 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078272.000000 Penalty: 139228.203125
Iteration 279Q: 41 clusters Score -1.480783e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191314 members 
Mstep: Class 2 contains 80748 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1811 members 
Mstep: Class 5 contains 60679 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40760 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33094 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13639 members 
Mstep: Class 19 contains 53453 members 
Mstep: Class 20 contains 10682 members 
Mstep: Class 21 contains 19786 members 
Mstep: Class 22 contains 8977 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53799 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243049 members 
Mstep: Class 32 contains 11134 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213522 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118610 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078352.000000 Penalty: 139228.203125
Iteration 280F: 41 clusters Score -1.480784e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191290 members 
Mstep: Class 2 contains 80739 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1810 members 
Mstep: Class 5 contains 60677 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40759 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33099 members 
Mstep: Class 11 contains 8848 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13639 members 
Mstep: Class 19 contains 53458 members 
Mstep: Class 20 contains 10674 members 
Mstep: Class 21 contains 19776 members 
Mstep: Class 22 contains 8977 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53795 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243131 members 
Mstep: Class 32 contains 11119 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213525 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118592 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078272.000000 Penalty: 139228.203125
Iteration 281Q: 41 clusters Score -1.480783e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191251 members 
Mstep: Class 2 contains 80730 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1810 members 
Mstep: Class 5 contains 60676 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40757 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33099 members 
Mstep: Class 11 contains 8847 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13640 members 
Mstep: Class 19 contains 53460 members 
Mstep: Class 20 contains 10671 members 
Mstep: Class 21 contains 19774 members 
Mstep: Class 22 contains 8978 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53793 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243247 members 
Mstep: Class 32 contains 11116 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213477 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118583 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078272.000000 Penalty: 139228.203125
Iteration 282Q: 41 clusters Score -1.480783e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191209 members 
Mstep: Class 2 contains 80720 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1810 members 
Mstep: Class 5 contains 60677 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40756 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33098 members 
Mstep: Class 11 contains 8843 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13640 members 
Mstep: Class 19 contains 53450 members 
Mstep: Class 20 contains 10671 members 
Mstep: Class 21 contains 19776 members 
Mstep: Class 22 contains 8976 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53802 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243347 members 
Mstep: Class 32 contains 11118 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213434 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118583 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078240.000000 Penalty: 139228.203125
Iteration 283Q: 41 clusters Score -1.480782e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191189 members 
Mstep: Class 2 contains 80720 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60679 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40756 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33097 members 
Mstep: Class 11 contains 8842 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13640 members 
Mstep: Class 19 contains 53450 members 
Mstep: Class 20 contains 10670 members 
Mstep: Class 21 contains 19779 members 
Mstep: Class 22 contains 8975 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53802 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243423 members 
Mstep: Class 32 contains 11116 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213386 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118576 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078240.000000 Penalty: 139228.203125
Iteration 284Q: 41 clusters Score -1.480782e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191171 members 
Mstep: Class 2 contains 80718 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60679 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40757 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33097 members 
Mstep: Class 11 contains 8842 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13638 members 
Mstep: Class 19 contains 53454 members 
Mstep: Class 20 contains 10671 members 
Mstep: Class 21 contains 19785 members 
Mstep: Class 22 contains 8975 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53796 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243508 members 
Mstep: Class 32 contains 11119 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213313 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118577 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078176.000000 Penalty: 139228.203125
Iteration 285Q: 41 clusters Score -1.480782e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191153 members 
Mstep: Class 2 contains 80716 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60679 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40757 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33097 members 
Mstep: Class 11 contains 8842 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13637 members 
Mstep: Class 19 contains 53455 members 
Mstep: Class 20 contains 10670 members 
Mstep: Class 21 contains 19789 members 
Mstep: Class 22 contains 8975 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53792 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243568 members 
Mstep: Class 32 contains 11118 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2336 members 
Mstep: Class 35 contains 213271 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118582 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078240.000000 Penalty: 139228.203125
Iteration 286Q: 41 clusters Score -1.480782e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191127 members 
Mstep: Class 2 contains 80715 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60680 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40760 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33098 members 
Mstep: Class 11 contains 8841 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13638 members 
Mstep: Class 19 contains 53459 members 
Mstep: Class 20 contains 10668 members 
Mstep: Class 21 contains 19793 members 
Mstep: Class 22 contains 8976 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53787 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243636 members 
Mstep: Class 32 contains 11112 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213230 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118582 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078208.000000 Penalty: 139228.203125
Iteration 287Q: 41 clusters Score -1.480782e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191104 members 
Mstep: Class 2 contains 80712 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60682 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40760 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33104 members 
Mstep: Class 11 contains 8841 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13637 members 
Mstep: Class 19 contains 53464 members 
Mstep: Class 20 contains 10666 members 
Mstep: Class 21 contains 19796 members 
Mstep: Class 22 contains 8975 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53778 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243711 members 
Mstep: Class 32 contains 11103 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213206 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118563 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078000.000000 Penalty: 139228.203125
Iteration 288Q: 41 clusters Score -1.48078e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191090 members 
Mstep: Class 2 contains 80712 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60682 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40761 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33108 members 
Mstep: Class 11 contains 8840 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13637 members 
Mstep: Class 19 contains 53463 members 
Mstep: Class 20 contains 10662 members 
Mstep: Class 21 contains 19802 members 
Mstep: Class 22 contains 8973 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53771 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243798 members 
Mstep: Class 32 contains 11093 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213160 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118552 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077920.000000 Penalty: 139228.203125
Iteration 289Q: 41 clusters Score -1.480779e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191089 members 
Mstep: Class 2 contains 80707 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60680 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40762 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33108 members 
Mstep: Class 11 contains 8840 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13636 members 
Mstep: Class 19 contains 53468 members 
Mstep: Class 20 contains 10659 members 
Mstep: Class 21 contains 19804 members 
Mstep: Class 22 contains 8973 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53757 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6118 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243909 members 
Mstep: Class 32 contains 11090 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213099 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118524 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078000.000000 Penalty: 139228.203125
Iteration 290Q: 41 clusters Score -1.48078e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191085 members 
Mstep: Class 2 contains 80692 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60680 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40762 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33108 members 
Mstep: Class 11 contains 8839 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13636 members 
Mstep: Class 19 contains 53471 members 
Mstep: Class 20 contains 10654 members 
Mstep: Class 21 contains 19805 members 
Mstep: Class 22 contains 8973 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53739 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6118 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 243992 members 
Mstep: Class 32 contains 11092 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213075 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118502 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078016.000000 Penalty: 139228.203125
Iteration 291Q: 41 clusters Score -1.48078e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191079 members 
Mstep: Class 2 contains 80686 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60681 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40761 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33110 members 
Mstep: Class 11 contains 8837 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13636 members 
Mstep: Class 19 contains 53459 members 
Mstep: Class 20 contains 10652 members 
Mstep: Class 21 contains 19809 members 
Mstep: Class 22 contains 8973 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53728 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6118 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244037 members 
Mstep: Class 32 contains 11091 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213058 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118508 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078112.000000 Penalty: 139228.203125
Iteration 292Q: 41 clusters Score -1.480781e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191065 members 
Mstep: Class 2 contains 80675 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60682 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40759 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33112 members 
Mstep: Class 11 contains 8835 members 
Mstep: Class 12 contains 21491 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13636 members 
Mstep: Class 19 contains 53455 members 
Mstep: Class 20 contains 10652 members 
Mstep: Class 21 contains 19810 members 
Mstep: Class 22 contains 8975 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53721 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244089 members 
Mstep: Class 32 contains 11084 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213042 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118514 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078016.000000 Penalty: 139228.203125
Iteration 293Q: 41 clusters Score -1.48078e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191055 members 
Mstep: Class 2 contains 80676 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60679 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40760 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33112 members 
Mstep: Class 11 contains 8832 members 
Mstep: Class 12 contains 21491 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13634 members 
Mstep: Class 19 contains 53451 members 
Mstep: Class 20 contains 10644 members 
Mstep: Class 21 contains 19814 members 
Mstep: Class 22 contains 8971 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53721 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244161 members 
Mstep: Class 32 contains 11076 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213022 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118498 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078080.000000 Penalty: 139228.203125
Iteration 294Q: 41 clusters Score -1.480781e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191043 members 
Mstep: Class 2 contains 80676 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60681 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40757 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33113 members 
Mstep: Class 11 contains 8829 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13634 members 
Mstep: Class 19 contains 53453 members 
Mstep: Class 20 contains 10638 members 
Mstep: Class 21 contains 19814 members 
Mstep: Class 22 contains 8971 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53727 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244244 members 
Mstep: Class 32 contains 11074 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 212972 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118479 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078176.000000 Penalty: 139228.203125
Iteration 295Q: 41 clusters Score -1.480782e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191036 members 
Mstep: Class 2 contains 80669 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60679 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40754 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33112 members 
Mstep: Class 11 contains 8824 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13635 members 
Mstep: Class 19 contains 53441 members 
Mstep: Class 20 contains 10632 members 
Mstep: Class 21 contains 19812 members 
Mstep: Class 22 contains 8972 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53728 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244315 members 
Mstep: Class 32 contains 11087 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 212934 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118475 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078144.000000 Penalty: 139228.203125
Iteration 296Q: 41 clusters Score -1.480781e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191036 members 
Mstep: Class 2 contains 80656 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60681 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40754 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33111 members 
Mstep: Class 11 contains 8818 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13633 members 
Mstep: Class 19 contains 53432 members 
Mstep: Class 20 contains 10626 members 
Mstep: Class 21 contains 19811 members 
Mstep: Class 22 contains 8973 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53723 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244373 members 
Mstep: Class 32 contains 11095 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 212918 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118464 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078112.000000 Penalty: 139228.203125
Iteration 297Q: 41 clusters Score -1.480781e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191036 members 
Mstep: Class 2 contains 80640 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60681 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40755 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33109 members 
Mstep: Class 11 contains 8818 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13633 members 
Mstep: Class 19 contains 53419 members 
Mstep: Class 20 contains 10620 members 
Mstep: Class 21 contains 19816 members 
Mstep: Class 22 contains 8974 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53720 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6118 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244411 members 
Mstep: Class 32 contains 11111 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 212905 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118458 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078112.000000 Penalty: 139228.203125
Iteration 298Q: 41 clusters Score -1.480781e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191030 members 
Mstep: Class 2 contains 80636 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60682 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40751 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33109 members 
Mstep: Class 11 contains 8818 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13633 members 
Mstep: Class 19 contains 53414 members 
Mstep: Class 20 contains 10614 members 
Mstep: Class 21 contains 19806 members 
Mstep: Class 22 contains 8976 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53719 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6118 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244459 members 
Mstep: Class 32 contains 11120 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 212889 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118450 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078112.000000 Penalty: 139228.203125
Iteration 299Q: 41 clusters Score -1.480781e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191015 members 
Mstep: Class 2 contains 80638 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60682 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40749 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33108 members 
Mstep: Class 11 contains 8817 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13634 members 
Mstep: Class 19 contains 53412 members 
Mstep: Class 20 contains 10607 members 
Mstep: Class 21 contains 19806 members 
Mstep: Class 22 contains 8976 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53720 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244454 members 
Mstep: Class 32 contains 11124 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 212910 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118453 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078192.000000 Penalty: 139228.203125
Iteration 300F: 41 clusters Score -1.480782e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 191001 members 
Mstep: Class 2 contains 80641 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60681 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40748 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33110 members 
Mstep: Class 11 contains 8816 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13632 members 
Mstep: Class 19 contains 53407 members 
Mstep: Class 20 contains 10599 members 
Mstep: Class 21 contains 19809 members 
Mstep: Class 22 contains 8975 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53722 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244441 members 
Mstep: Class 32 contains 11134 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 212926 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118459 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078064.000000 Penalty: 139228.203125
Iteration 301Q: 41 clusters Score -1.480781e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190995 members 
Mstep: Class 2 contains 80647 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60678 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40745 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33109 members 
Mstep: Class 11 contains 8816 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13633 members 
Mstep: Class 19 contains 53413 members 
Mstep: Class 20 contains 10598 members 
Mstep: Class 21 contains 19806 members 
Mstep: Class 22 contains 8975 members 
Mstep: Class 23 contains 6727 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53730 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244427 members 
Mstep: Class 32 contains 11137 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 212942 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118451 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078048.000000 Penalty: 139228.203125
Iteration 302Q: 41 clusters Score -1.48078e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190993 members 
Mstep: Class 2 contains 80650 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60677 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40743 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33108 members 
Mstep: Class 11 contains 8816 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13633 members 
Mstep: Class 19 contains 53416 members 
Mstep: Class 20 contains 10589 members 
Mstep: Class 21 contains 19806 members 
Mstep: Class 22 contains 8975 members 
Mstep: Class 23 contains 6725 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53742 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244437 members 
Mstep: Class 32 contains 11149 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 212940 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118430 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078144.000000 Penalty: 139228.203125
Iteration 303Q: 41 clusters Score -1.480781e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190997 members 
Mstep: Class 2 contains 80657 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60679 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40742 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33109 members 
Mstep: Class 11 contains 8816 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13631 members 
Mstep: Class 19 contains 53413 members 
Mstep: Class 20 contains 10587 members 
Mstep: Class 21 contains 19810 members 
Mstep: Class 22 contains 8974 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53740 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244455 members 
Mstep: Class 32 contains 11145 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 212951 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118399 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078096.000000 Penalty: 139228.203125
Iteration 304Q: 41 clusters Score -1.480781e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190996 members 
Mstep: Class 2 contains 80647 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60682 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40741 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33111 members 
Mstep: Class 11 contains 8815 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13631 members 
Mstep: Class 19 contains 53419 members 
Mstep: Class 20 contains 10583 members 
Mstep: Class 21 contains 19811 members 
Mstep: Class 22 contains 8973 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53742 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244477 members 
Mstep: Class 32 contains 11151 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 212965 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118363 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078160.000000 Penalty: 139228.203125
Iteration 305Q: 41 clusters Score -1.480782e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190984 members 
Mstep: Class 2 contains 80652 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60681 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40739 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33111 members 
Mstep: Class 11 contains 8814 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13630 members 
Mstep: Class 19 contains 53426 members 
Mstep: Class 20 contains 10582 members 
Mstep: Class 21 contains 19811 members 
Mstep: Class 22 contains 8972 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53747 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244466 members 
Mstep: Class 32 contains 11150 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213009 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118334 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078096.000000 Penalty: 139228.203125
Iteration 306Q: 41 clusters Score -1.480781e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190972 members 
Mstep: Class 2 contains 80645 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60680 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40737 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33112 members 
Mstep: Class 11 contains 8813 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13630 members 
Mstep: Class 19 contains 53431 members 
Mstep: Class 20 contains 10580 members 
Mstep: Class 21 contains 19807 members 
Mstep: Class 22 contains 8972 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53755 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244462 members 
Mstep: Class 32 contains 11149 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213068 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118295 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077824.000000 Penalty: 139228.203125
Iteration 307Q: 41 clusters Score -1.480778e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190963 members 
Mstep: Class 2 contains 80641 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60681 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40736 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33113 members 
Mstep: Class 11 contains 8810 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13629 members 
Mstep: Class 19 contains 53438 members 
Mstep: Class 20 contains 10580 members 
Mstep: Class 21 contains 19804 members 
Mstep: Class 22 contains 8971 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53760 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244438 members 
Mstep: Class 32 contains 11149 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213128 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118267 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077712.000000 Penalty: 139228.203125
Iteration 308Q: 41 clusters Score -1.480777e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190953 members 
Mstep: Class 2 contains 80638 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60681 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8810 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13628 members 
Mstep: Class 19 contains 53433 members 
Mstep: Class 20 contains 10579 members 
Mstep: Class 21 contains 19807 members 
Mstep: Class 22 contains 8972 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53762 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244422 members 
Mstep: Class 32 contains 11148 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213164 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118262 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077936.000000 Penalty: 139228.203125
Iteration 309Q: 41 clusters Score -1.480779e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190942 members 
Mstep: Class 2 contains 80640 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60681 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40735 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8810 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13627 members 
Mstep: Class 19 contains 53428 members 
Mstep: Class 20 contains 10577 members 
Mstep: Class 21 contains 19811 members 
Mstep: Class 22 contains 8971 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53765 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244416 members 
Mstep: Class 32 contains 11145 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213193 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118252 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077888.000000 Penalty: 139228.203125
Iteration 310Q: 41 clusters Score -1.480779e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190936 members 
Mstep: Class 2 contains 80631 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60681 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33116 members 
Mstep: Class 11 contains 8810 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13626 members 
Mstep: Class 19 contains 53419 members 
Mstep: Class 20 contains 10573 members 
Mstep: Class 21 contains 19811 members 
Mstep: Class 22 contains 8971 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53765 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244444 members 
Mstep: Class 32 contains 11142 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213220 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118227 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077824.000000 Penalty: 139228.203125
Iteration 311Q: 41 clusters Score -1.480778e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190926 members 
Mstep: Class 2 contains 80617 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60680 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33117 members 
Mstep: Class 11 contains 8810 members 
Mstep: Class 12 contains 21496 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13626 members 
Mstep: Class 19 contains 53414 members 
Mstep: Class 20 contains 10574 members 
Mstep: Class 21 contains 19809 members 
Mstep: Class 22 contains 8971 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53768 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244468 members 
Mstep: Class 32 contains 11138 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213237 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118217 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077824.000000 Penalty: 139228.203125
Iteration 312Q: 41 clusters Score -1.480778e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190924 members 
Mstep: Class 2 contains 80614 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60679 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40733 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33117 members 
Mstep: Class 11 contains 8810 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13627 members 
Mstep: Class 19 contains 53418 members 
Mstep: Class 20 contains 10575 members 
Mstep: Class 21 contains 19806 members 
Mstep: Class 22 contains 8969 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53769 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6118 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244471 members 
Mstep: Class 32 contains 11134 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213247 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118215 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077824.000000 Penalty: 139228.203125
Iteration 313Q: 41 clusters Score -1.480778e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190913 members 
Mstep: Class 2 contains 80613 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60680 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40733 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33116 members 
Mstep: Class 11 contains 8810 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13627 members 
Mstep: Class 19 contains 53423 members 
Mstep: Class 20 contains 10576 members 
Mstep: Class 21 contains 19802 members 
Mstep: Class 22 contains 8969 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53758 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6118 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244489 members 
Mstep: Class 32 contains 11136 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213245 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118218 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077760.000000 Penalty: 139228.203125
Iteration 314Q: 41 clusters Score -1.480778e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190898 members 
Mstep: Class 2 contains 80605 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60680 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8809 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13627 members 
Mstep: Class 19 contains 53420 members 
Mstep: Class 20 contains 10577 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8971 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53751 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244515 members 
Mstep: Class 32 contains 11138 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213242 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118222 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077824.000000 Penalty: 139228.203125
Iteration 315Q: 41 clusters Score -1.480778e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190890 members 
Mstep: Class 2 contains 80602 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60680 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40733 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33112 members 
Mstep: Class 11 contains 8808 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13624 members 
Mstep: Class 19 contains 53427 members 
Mstep: Class 20 contains 10575 members 
Mstep: Class 21 contains 19797 members 
Mstep: Class 22 contains 8971 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53755 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6118 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244520 members 
Mstep: Class 32 contains 11141 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213249 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118224 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077920.000000 Penalty: 139228.203125
Iteration 316Q: 41 clusters Score -1.480779e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190887 members 
Mstep: Class 2 contains 80602 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60680 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40732 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33114 members 
Mstep: Class 11 contains 8808 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13622 members 
Mstep: Class 19 contains 53423 members 
Mstep: Class 20 contains 10574 members 
Mstep: Class 21 contains 19794 members 
Mstep: Class 22 contains 8972 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53752 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6119 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244517 members 
Mstep: Class 32 contains 11141 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213260 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118229 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077856.000000 Penalty: 139228.203125
Iteration 317Q: 41 clusters Score -1.480779e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190877 members 
Mstep: Class 2 contains 80603 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60679 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40732 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33113 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13620 members 
Mstep: Class 19 contains 53422 members 
Mstep: Class 20 contains 10571 members 
Mstep: Class 21 contains 19795 members 
Mstep: Class 22 contains 8972 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53761 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244519 members 
Mstep: Class 32 contains 11149 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213267 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118220 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077680.000000 Penalty: 139228.203125
Iteration 318Q: 41 clusters Score -1.480777e+08 nChanged 225
Entering ConstructFrom: 
Score: -148077680.000000 Penalty: 139228.203125
Entering ConstructFrom: 
Trying to split cluster 1 (190868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190868 members 
Entering Unmasked Estep 
Score: -23178568.000000 Penalty: 3015.515625
	Iteration 0F: 2 clusters Score -2.317857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95431 members 
Mstep: Class 2 contains 95437 members 
Entering Unmasked Estep 
Score: -23052206.000000 Penalty: 6031.031250
	Iteration 0F: 3 clusters Score -2.305221e+07 nChanged 91738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94567 members 
Mstep: Class 2 contains 96301 members 
Entering Unmasked Estep 
Score: -23105502.000000 Penalty: 6031.031250
	Iteration 1F: 3 clusters Score -2.31055e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93726 members 
Mstep: Class 2 contains 97142 members 
Entering Unmasked Estep 
Score: -23106642.000000 Penalty: 6031.031250
	Iteration 2Q: 3 clusters Score -2.310664e+07 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92209 members 
Mstep: Class 2 contains 98659 members 
Entering Unmasked Estep 
Score: -23108488.000000 Penalty: 6031.031250
	Iteration 3Q: 3 clusters Score -2.310849e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89602 members 
Mstep: Class 2 contains 101266 members 
Entering Unmasked Estep 
Score: -23110730.000000 Penalty: 6031.031250
	Iteration 4Q: 3 clusters Score -2.311073e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85285 members 
Mstep: Class 2 contains 105583 members 
Entering Unmasked Estep 
Score: -23114436.000000 Penalty: 6031.031250
	Iteration 5Q: 3 clusters Score -2.311444e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78928 members 
Mstep: Class 2 contains 111940 members 
Entering Unmasked Estep 
Score: -23119920.000000 Penalty: 6031.031250
	Iteration 6F: 3 clusters Score -2.311992e+07 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70304 members 
Mstep: Class 2 contains 120564 members 
Entering Unmasked Estep 
Score: -23127384.000000 Penalty: 6031.031250
	Iteration 7F: 3 clusters Score -2.312738e+07 nChanged 13443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60055 members 
Mstep: Class 2 contains 130813 members 
Entering Unmasked Estep 
Score: -23136814.000000 Penalty: 6031.031250
	Iteration 8F: 3 clusters Score -2.313681e+07 nChanged 12675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 141224 members 
Entering Unmasked Estep 
Score: -23146822.000000 Penalty: 6031.031250
	Iteration 9F: 3 clusters Score -2.314682e+07 nChanged 10457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 150181 members 
Entering Unmasked Estep 
Score: -23155798.000000 Penalty: 6031.031250
	Iteration 10F: 3 clusters Score -2.31558e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 156781 members 
Entering Unmasked Estep 
Score: -23161484.000000 Penalty: 6031.031250
	Iteration 11Q: 3 clusters Score -2.316148e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 161715 members 
Entering Unmasked Estep 
Score: -23164952.000000 Penalty: 6031.031250
	Iteration 12Q: 3 clusters Score -2.316495e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 165672 members 
Entering Unmasked Estep 
Score: -23167074.000000 Penalty: 6031.031250
	Iteration 13Q: 3 clusters Score -2.316707e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 169132 members 
Entering Unmasked Estep 
Score: -23168634.000000 Penalty: 6031.031250
	Iteration 14Q: 3 clusters Score -2.316863e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 172271 members 
Entering Unmasked Estep 
Score: -23170168.000000 Penalty: 6031.031250
	Iteration 15Q: 3 clusters Score -2.317017e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 174976 members 
Entering Unmasked Estep 
Score: -23171308.000000 Penalty: 6031.031250
	Iteration 16Q: 3 clusters Score -2.317131e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 177354 members 
Entering Unmasked Estep 
Score: -23172268.000000 Penalty: 6031.031250
	Iteration 17Q: 3 clusters Score -2.317227e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 179328 members 
Entering Unmasked Estep 
Score: -23173008.000000 Penalty: 6031.031250
	Iteration 18Q: 3 clusters Score -2.317301e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 180962 members 
Entering Unmasked Estep 
Score: -23173608.000000 Penalty: 6031.031250
	Iteration 19Q: 3 clusters Score -2.317361e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 182428 members 
Entering Unmasked Estep 
Score: -23174210.000000 Penalty: 6031.031250
	Iteration 20F: 3 clusters Score -2.317421e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 183648 members 
Entering Unmasked Estep 
Score: -23174658.000000 Penalty: 6031.031250
	Iteration 21Q: 3 clusters Score -2.317466e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 184654 members 
Entering Unmasked Estep 
Score: -23175012.000000 Penalty: 6031.031250
	Iteration 22Q: 3 clusters Score -2.317501e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 185482 members 
Entering Unmasked Estep 
Score: -23175282.000000 Penalty: 6031.031250
	Iteration 23Q: 3 clusters Score -2.317528e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 186144 members 
Entering Unmasked Estep 
Score: -23175494.000000 Penalty: 6031.031250
	Iteration 24Q: 3 clusters Score -2.317549e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 186694 members 
Entering Unmasked Estep 
Score: -23175680.000000 Penalty: 6031.031250
	Iteration 25Q: 3 clusters Score -2.317568e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 187155 members 
Entering Unmasked Estep 
Score: -23175810.000000 Penalty: 6031.031250
	Iteration 26Q: 3 clusters Score -2.317581e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 187535 members 
Entering Unmasked Estep 
Score: -23175954.000000 Penalty: 6031.031250
	Iteration 27Q: 3 clusters Score -2.317595e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 187854 members 
Entering Unmasked Estep 
Score: -23176076.000000 Penalty: 6031.031250
	Iteration 28Q: 3 clusters Score -2.317608e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 188110 members 
Entering Unmasked Estep 
Score: -23176108.000000 Penalty: 6031.031250
	Iteration 29Q: 3 clusters Score -2.317611e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 188316 members 
Entering Unmasked Estep 
Score: -23176190.000000 Penalty: 6031.031250
	Iteration 30Q: 3 clusters Score -2.317619e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 188485 members 
Entering Unmasked Estep 
Score: -23176222.000000 Penalty: 6031.031250
	Iteration 31Q: 3 clusters Score -2.317622e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 188646 members 
Entering Unmasked Estep 
Score: -23176266.000000 Penalty: 6031.031250
	Iteration 32Q: 3 clusters Score -2.317627e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 188759 members 
Entering Unmasked Estep 
Score: -23176276.000000 Penalty: 6031.031250
	Iteration 33Q: 3 clusters Score -2.317628e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 188867 members 
Entering Unmasked Estep 
Score: -23176326.000000 Penalty: 6031.031250
	Iteration 34Q: 3 clusters Score -2.317633e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 188966 members 
Entering Unmasked Estep 
Score: -23176364.000000 Penalty: 6031.031250
	Iteration 35Q: 3 clusters Score -2.317636e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 189045 members 
Entering Unmasked Estep 
Score: -23176376.000000 Penalty: 6031.031250
	Iteration 36Q: 3 clusters Score -2.317638e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 189115 members 
Entering Unmasked Estep 
Score: -23176394.000000 Penalty: 6031.031250
	Iteration 37Q: 3 clusters Score -2.317639e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 189181 members 
Entering Unmasked Estep 
Score: -23176416.000000 Penalty: 6031.031250
	Iteration 38Q: 3 clusters Score -2.317642e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 189242 members 
Entering Unmasked Estep 
Score: -23176386.000000 Penalty: 6031.031250
	Iteration 39Q: 3 clusters Score -2.317639e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 189284 members 
Entering Unmasked Estep 
Score: -23176402.000000 Penalty: 6031.031250
	Iteration 40F: 3 clusters Score -2.31764e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 189306 members 
Entering Unmasked Estep 
Score: -23176406.000000 Penalty: 6031.031250
	Iteration 41Q: 3 clusters Score -2.317641e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 189338 members 
Entering Unmasked Estep 
Score: -23176418.000000 Penalty: 6031.031250
	Iteration 42Q: 3 clusters Score -2.317642e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 189362 members 
Entering Unmasked Estep 
Score: -23176420.000000 Penalty: 6031.031250
	Iteration 43Q: 3 clusters Score -2.317642e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 189388 members 
Entering Unmasked Estep 
Score: -23176386.000000 Penalty: 6031.031250
	Iteration 44Q: 3 clusters Score -2.317639e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 189411 members 
Entering Unmasked Estep 
Score: -23176392.000000 Penalty: 6031.031250
	Iteration 45Q: 3 clusters Score -2.317639e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 189437 members 
Entering Unmasked Estep 
Score: -23176402.000000 Penalty: 6031.031250
	Iteration 46Q: 3 clusters Score -2.31764e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 189460 members 
Entering Unmasked Estep 
Score: -23176404.000000 Penalty: 6031.031250
	Iteration 47Q: 3 clusters Score -2.31764e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 189482 members 
Entering Unmasked Estep 
Score: -23176390.000000 Penalty: 6031.031250
	Iteration 48Q: 3 clusters Score -2.317639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 189500 members 
Entering Unmasked Estep 
Score: -23176422.000000 Penalty: 6031.031250
	Iteration 49Q: 3 clusters Score -2.317642e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 189512 members 
Entering Unmasked Estep 
Score: -23176410.000000 Penalty: 6031.031250
	Iteration 50Q: 3 clusters Score -2.317641e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 189527 members 
Entering Unmasked Estep 
Score: -23176430.000000 Penalty: 6031.031250
	Iteration 51Q: 3 clusters Score -2.317643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 189534 members 
Entering Unmasked Estep 
Score: -23176428.000000 Penalty: 6031.031250
	Iteration 52Q: 3 clusters Score -2.317643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 189539 members 
Entering Unmasked Estep 
Score: -23176430.000000 Penalty: 6031.031250
	Iteration 53Q: 3 clusters Score -2.317643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 189547 members 
Entering Unmasked Estep 
Score: -23176436.000000 Penalty: 6031.031250
	Iteration 54Q: 3 clusters Score -2.317644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 189554 members 
Entering Unmasked Estep 
Score: -23176426.000000 Penalty: 6031.031250
	Iteration 55Q: 3 clusters Score -2.317643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 189562 members 
Entering Unmasked Estep 
Score: -23176440.000000 Penalty: 6031.031250
	Iteration 56Q: 3 clusters Score -2.317644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 189572 members 
Entering Unmasked Estep 
Score: -23176442.000000 Penalty: 6031.031250
	Iteration 57Q: 3 clusters Score -2.317644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 189578 members 
Entering Unmasked Estep 
Score: -23176434.000000 Penalty: 6031.031250
	Iteration 58Q: 3 clusters Score -2.317643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 189585 members 
Entering Unmasked Estep 
Score: -23176452.000000 Penalty: 6031.031250
	Iteration 59Q: 3 clusters Score -2.317645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 189592 members 
Entering Unmasked Estep 
Score: -23176430.000000 Penalty: 6031.031250
	Iteration 60F: 3 clusters Score -2.317643e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 189604 members 
Entering Unmasked Estep 
Score: -23176442.000000 Penalty: 6031.031250
	Iteration 61Q: 3 clusters Score -2.317644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 189611 members 
Entering Unmasked Estep 
Score: -23176438.000000 Penalty: 6031.031250
	Iteration 62Q: 3 clusters Score -2.317644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 189618 members 
Entering Unmasked Estep 
Score: -23176416.000000 Penalty: 6031.031250
	Iteration 63Q: 3 clusters Score -2.317642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 189625 members 
Entering Unmasked Estep 
Score: -23176424.000000 Penalty: 6031.031250
	Iteration 64Q: 3 clusters Score -2.317642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 189629 members 
Entering Unmasked Estep 
Score: -23176414.000000 Penalty: 6031.031250
	Iteration 65Q: 3 clusters Score -2.317641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 189633 members 
Entering Unmasked Estep 
Score: -23176438.000000 Penalty: 6031.031250
	Iteration 66Q: 3 clusters Score -2.317644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 189640 members 
Entering Unmasked Estep 
Score: -23176448.000000 Penalty: 6031.031250
	Iteration 67Q: 3 clusters Score -2.317645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 189644 members 
Entering Unmasked Estep 
Score: -23176434.000000 Penalty: 6031.031250
	Iteration 68Q: 3 clusters Score -2.317643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 189644 members 
Entering Unmasked Estep 
Score: -23176446.000000 Penalty: 6031.031250
	Iteration 69Q: 3 clusters Score -2.317645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 189650 members 
Entering Unmasked Estep 
Score: -23176446.000000 Penalty: 6031.031250
	Iteration 70Q: 3 clusters Score -2.317645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 189653 members 
Entering Unmasked Estep 
Score: -23176448.000000 Penalty: 6031.031250
	Iteration 71Q: 3 clusters Score -2.317645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 189652 members 
Entering Unmasked Estep 
Score: -23176436.000000 Penalty: 6031.031250
	Iteration 72Q: 3 clusters Score -2.317644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 189657 members 
Entering Unmasked Estep 
Score: -23176448.000000 Penalty: 6031.031250
	Iteration 73Q: 3 clusters Score -2.317645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 189660 members 
Entering Unmasked Estep 
Score: -23176446.000000 Penalty: 6031.031250
	Iteration 74Q: 3 clusters Score -2.317645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 189665 members 
Entering Unmasked Estep 
Score: -23176452.000000 Penalty: 6031.031250
	Iteration 75Q: 3 clusters Score -2.317645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 189668 members 
Entering Unmasked Estep 
Score: -23176450.000000 Penalty: 6031.031250
	Iteration 76Q: 3 clusters Score -2.317645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 189671 members 
Entering Unmasked Estep 
Score: -23176432.000000 Penalty: 6031.031250
	Iteration 77Q: 3 clusters Score -2.317643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 189674 members 
Entering Unmasked Estep 
Score: -23176432.000000 Penalty: 6031.031250
	Iteration 78Q: 3 clusters Score -2.317643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 189676 members 
Entering Unmasked Estep 
Score: -23176448.000000 Penalty: 6031.031250
	Iteration 79Q: 3 clusters Score -2.317645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 189678 members 
Entering Unmasked Estep 
Score: -23176442.000000 Penalty: 6031.031250
	Iteration 80F: 3 clusters Score -2.317644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 189680 members 
Entering Unmasked Estep 
Score: -23176444.000000 Penalty: 6031.031250
	Iteration 81Q: 3 clusters Score -2.317644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 189681 members 
Entering Unmasked Estep 
Score: -23176438.000000 Penalty: 6031.031250
	Iteration 82Q: 3 clusters Score -2.317644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 189682 members 
Entering Unmasked Estep 
Score: -23176444.000000 Penalty: 6031.031250
	Iteration 83Q: 3 clusters Score -2.317644e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 189683 members 
Entering Unmasked Estep 
Score: -23176452.000000 Penalty: 6031.031250
	Iteration 84Q: 3 clusters Score -2.317645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 189682 members 
Entering Unmasked Estep 
Score: -23176444.000000 Penalty: 6031.031250
	Iteration 85Q: 3 clusters Score -2.317644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 189682 members 
Entering Unmasked Estep 
Score: -23176444.000000 Penalty: 6031.031250
	Iteration 86F: 3 clusters Score -2.317644e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (80598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80598 members 
Entering Unmasked Estep 
Score: -9745987.000000 Penalty: 2801.712646
	Iteration 0F: 2 clusters Score -9745987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -9692105.000000 Penalty: 5603.425293
	Iteration 0F: 3 clusters Score -9692105 nChanged 37817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -9713934.000000 Penalty: 5603.425293
	Iteration 1F: 3 clusters Score -9713934 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -9714973.000000 Penalty: 5603.425293
	Iteration 2Q: 3 clusters Score -9714973 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -9716485.000000 Penalty: 5603.425293
	Iteration 3Q: 3 clusters Score -9716485 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -9718897.000000 Penalty: 5603.425293
	Iteration 4F: 3 clusters Score -9718897 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58167 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -9722627.000000 Penalty: 5603.425293
	Iteration 5F: 3 clusters Score -9722627 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64825 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -9728191.000000 Penalty: 5603.425293
	Iteration 6F: 3 clusters Score -9728191 nChanged 6755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -9734649.000000 Penalty: 5603.425293
	Iteration 7F: 3 clusters Score -9734649 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76692 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -9739742.000000 Penalty: 5603.425293
	Iteration 8F: 3 clusters Score -9739742 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79204 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -9742138.000000 Penalty: 5603.425293
	Iteration 9Q: 3 clusters Score -9742138 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80063 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9743013.000000 Penalty: 5603.425293
	Iteration 10Q: 3 clusters Score -9743013 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80286 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9743243.000000 Penalty: 5603.425293
	Iteration 11Q: 3 clusters Score -9743243 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80354 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9743343.000000 Penalty: 5603.425293
	Iteration 12Q: 3 clusters Score -9743343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80370 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9743394.000000 Penalty: 5603.425293
	Iteration 13Q: 3 clusters Score -9743394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80377 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9743417.000000 Penalty: 5603.425293
	Iteration 14Q: 3 clusters Score -9743417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80382 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9743424.000000 Penalty: 5603.425293
	Iteration 15Q: 3 clusters Score -9743424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80387 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9743443.000000 Penalty: 5603.425293
	Iteration 16Q: 3 clusters Score -9743443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80387 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9743470.000000 Penalty: 5603.425293
	Iteration 17Q: 3 clusters Score -9743470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9743488.000000 Penalty: 5603.425293
	Iteration 18Q: 3 clusters Score -9743488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9743487.000000 Penalty: 5603.425293
	Iteration 19Q: 3 clusters Score -9743487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9743487.000000 Penalty: 5603.425293
	Iteration 20F: 3 clusters Score -9743487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Entering Unmasked Estep 
Score: -284090.937500 Penalty: 1935.656616
	Iteration 0F: 2 clusters Score -284090.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -281146.937500 Penalty: 3871.313232
	Iteration 0F: 3 clusters Score -281146.9 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -281693.375000 Penalty: 3871.313232
	Iteration 1F: 3 clusters Score -281693.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -281832.750000 Penalty: 3871.313232
	Iteration 2F: 3 clusters Score -281832.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -281935.781250 Penalty: 3871.313232
	Iteration 3F: 3 clusters Score -281935.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -282011.812500 Penalty: 3871.313232
	Iteration 4Q: 3 clusters Score -282011.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -282074.718750 Penalty: 3871.313232
	Iteration 5Q: 3 clusters Score -282074.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -282132.937500 Penalty: 3871.313232
	Iteration 6Q: 3 clusters Score -282132.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -282194.437500 Penalty: 3871.313232
	Iteration 7Q: 3 clusters Score -282194.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -282268.812500 Penalty: 3871.313232
	Iteration 8Q: 3 clusters Score -282268.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -282344.531250 Penalty: 3871.313232
	Iteration 9Q: 3 clusters Score -282344.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -282423.500000 Penalty: 3871.313232
	Iteration 10Q: 3 clusters Score -282423.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -282541.156250 Penalty: 3871.313232
	Iteration 11Q: 3 clusters Score -282541.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -282684.750000 Penalty: 3871.313232
	Iteration 12Q: 3 clusters Score -282684.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -282820.687500 Penalty: 3871.313232
	Iteration 13Q: 3 clusters Score -282820.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -282958.000000 Penalty: 3871.313232
	Iteration 14Q: 3 clusters Score -282958 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -283116.468750 Penalty: 3871.313232
	Iteration 15Q: 3 clusters Score -283116.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -283287.218750 Penalty: 3871.313232
	Iteration 16Q: 3 clusters Score -283287.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -283412.718750 Penalty: 3871.313232
	Iteration 17Q: 3 clusters Score -283412.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -283491.093750 Penalty: 3871.313232
	Iteration 18Q: 3 clusters Score -283491.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -283534.656250 Penalty: 3871.313232
	Iteration 19Q: 3 clusters Score -283534.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -283549.562500 Penalty: 3871.313232
	Iteration 20F: 3 clusters Score -283549.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -283561.406250 Penalty: 3871.313232
	Iteration 21Q: 3 clusters Score -283561.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -283569.187500 Penalty: 3871.313232
	Iteration 22Q: 3 clusters Score -283569.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -283571.531250 Penalty: 3871.313232
	Iteration 23Q: 3 clusters Score -283571.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -283573.937500 Penalty: 3871.313232
	Iteration 24Q: 3 clusters Score -283573.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -283574.250000 Penalty: 3871.313232
	Iteration 25Q: 3 clusters Score -283574.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -283574.250000 Penalty: 3871.313232
	Iteration 26F: 3 clusters Score -283574.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Entering Unmasked Estep 
Score: -210079.640625 Penalty: 1860.131226
	Iteration 0F: 2 clusters Score -210079.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -207638.984375 Penalty: 3720.262451
	Iteration 0F: 3 clusters Score -207639 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -208265.484375 Penalty: 3720.262451
	Iteration 1F: 3 clusters Score -208265.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -208763.906250 Penalty: 3720.262451
	Iteration 2F: 3 clusters Score -208763.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -208993.484375 Penalty: 3720.262451
	Iteration 3F: 3 clusters Score -208993.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -209161.234375 Penalty: 3720.262451
	Iteration 4F: 3 clusters Score -209161.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -209337.156250 Penalty: 3720.262451
	Iteration 5F: 3 clusters Score -209337.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -209523.109375 Penalty: 3720.262451
	Iteration 6Q: 3 clusters Score -209523.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -209662.875000 Penalty: 3720.262451
	Iteration 7Q: 3 clusters Score -209662.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -209798.875000 Penalty: 3720.262451
	Iteration 8Q: 3 clusters Score -209798.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -209913.406250 Penalty: 3720.262451
	Iteration 9Q: 3 clusters Score -209913.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -210020.234375 Penalty: 3720.262451
	Iteration 10Q: 3 clusters Score -210020.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -210109.609375 Penalty: 3720.262451
	Iteration 11Q: 3 clusters Score -210109.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -210181.875000 Penalty: 3720.262451
	Iteration 12Q: 3 clusters Score -210181.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -210228.828125 Penalty: 3720.262451
	Iteration 13Q: 3 clusters Score -210228.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -210267.343750 Penalty: 3720.262451
	Iteration 14Q: 3 clusters Score -210267.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -210296.046875 Penalty: 3720.262451
	Iteration 15Q: 3 clusters Score -210296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -210344.750000 Penalty: 3720.262451
	Iteration 16Q: 3 clusters Score -210344.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -210428.906250 Penalty: 3720.262451
	Iteration 17Q: 3 clusters Score -210428.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -210481.546875 Penalty: 3720.262451
	Iteration 18Q: 3 clusters Score -210481.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -210503.343750 Penalty: 3720.262451
	Iteration 19Q: 3 clusters Score -210503.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -210503.343750 Penalty: 3720.262451
	Iteration 20F: 3 clusters Score -210503.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190868 members 
Mstep: Class 2 contains 80598 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 60677 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40731 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33112 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13621 members 
Mstep: Class 19 contains 53423 members 
Mstep: Class 20 contains 10567 members 
Mstep: Class 21 contains 19795 members 
Mstep: Class 22 contains 8972 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53763 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244521 members 
Mstep: Class 32 contains 11150 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213295 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118208 members 
Mstep: Class 40 contains 312 members 
Mstep: Class 41 contains 236 members 
Entering Unmasked Estep 
Score: -148076448.000000 Penalty: 142708.921875
Splitting cluster 4 changes total score from -148077680.000000 to -148076448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (60677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Entering Unmasked Estep 
Score: -7467467.500000 Penalty: 2731.303467
	Iteration 0F: 2 clusters Score -7467468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -7426756.000000 Penalty: 5462.606934
	Iteration 0F: 3 clusters Score -7426756 nChanged 28312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -7442923.000000 Penalty: 5462.606934
	Iteration 1F: 3 clusters Score -7442923 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -7443918.500000 Penalty: 5462.606934
	Iteration 2Q: 3 clusters Score -7443918 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -7445221.500000 Penalty: 5462.606934
	Iteration 3F: 3 clusters Score -7445222 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -7447064.000000 Penalty: 5462.606934
	Iteration 4F: 3 clusters Score -7447064 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -7449142.500000 Penalty: 5462.606934
	Iteration 5F: 3 clusters Score -7449142 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -7451387.500000 Penalty: 5462.606934
	Iteration 6F: 3 clusters Score -7451388 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -7453439.500000 Penalty: 5462.606934
	Iteration 7F: 3 clusters Score -7453440 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -7455135.500000 Penalty: 5462.606934
	Iteration 8F: 3 clusters Score -7455136 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -7456557.000000 Penalty: 5462.606934
	Iteration 9Q: 3 clusters Score -7456557 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -7457826.000000 Penalty: 5462.606934
	Iteration 10Q: 3 clusters Score -7457826 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -7459002.000000 Penalty: 5462.606934
	Iteration 11Q: 3 clusters Score -7459002 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -7460093.000000 Penalty: 5462.606934
	Iteration 12Q: 3 clusters Score -7460093 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -7461038.500000 Penalty: 5462.606934
	Iteration 13Q: 3 clusters Score -7461038 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -7461975.500000 Penalty: 5462.606934
	Iteration 14Q: 3 clusters Score -7461976 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56903 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -7462803.500000 Penalty: 5462.606934
	Iteration 15Q: 3 clusters Score -7462804 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57871 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -7463462.000000 Penalty: 5462.606934
	Iteration 16Q: 3 clusters Score -7463462 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -7463918.000000 Penalty: 5462.606934
	Iteration 17Q: 3 clusters Score -7463918 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59052 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7464241.500000 Penalty: 5462.606934
	Iteration 18Q: 3 clusters Score -7464242 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7464468.500000 Penalty: 5462.606934
	Iteration 19Q: 3 clusters Score -7464468 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59600 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7464650.500000 Penalty: 5462.606934
	Iteration 20F: 3 clusters Score -7464650 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59752 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7464796.000000 Penalty: 5462.606934
	Iteration 21Q: 3 clusters Score -7464796 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7464869.500000 Penalty: 5462.606934
	Iteration 22Q: 3 clusters Score -7464870 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7464919.500000 Penalty: 5462.606934
	Iteration 23Q: 3 clusters Score -7464920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59957 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7464962.000000 Penalty: 5462.606934
	Iteration 24Q: 3 clusters Score -7464962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59980 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7464970.000000 Penalty: 5462.606934
	Iteration 25Q: 3 clusters Score -7464970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59995 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7464976.500000 Penalty: 5462.606934
	Iteration 26Q: 3 clusters Score -7464976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7464987.500000 Penalty: 5462.606934
	Iteration 27Q: 3 clusters Score -7464988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60030 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7465013.000000 Penalty: 5462.606934
	Iteration 28Q: 3 clusters Score -7465013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60043 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7465022.500000 Penalty: 5462.606934
	Iteration 29Q: 3 clusters Score -7465022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7465030.000000 Penalty: 5462.606934
	Iteration 30Q: 3 clusters Score -7465030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60058 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7465045.000000 Penalty: 5462.606934
	Iteration 31Q: 3 clusters Score -7465045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60065 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7465051.500000 Penalty: 5462.606934
	Iteration 32Q: 3 clusters Score -7465052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60073 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7465054.500000 Penalty: 5462.606934
	Iteration 33Q: 3 clusters Score -7465054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7465065.500000 Penalty: 5462.606934
	Iteration 34Q: 3 clusters Score -7465066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7465070.500000 Penalty: 5462.606934
	Iteration 35Q: 3 clusters Score -7465070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60086 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7465070.000000 Penalty: 5462.606934
	Iteration 36Q: 3 clusters Score -7465070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7465074.500000 Penalty: 5462.606934
	Iteration 37Q: 3 clusters Score -7465074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60094 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7465082.500000 Penalty: 5462.606934
	Iteration 38Q: 3 clusters Score -7465082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60100 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7465088.500000 Penalty: 5462.606934
	Iteration 39Q: 3 clusters Score -7465088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7465090.000000 Penalty: 5462.606934
	Iteration 40F: 3 clusters Score -7465090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7465091.500000 Penalty: 5462.606934
	Iteration 41Q: 3 clusters Score -7465092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7465090.000000 Penalty: 5462.606934
	Iteration 42Q: 3 clusters Score -7465090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60105 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7465096.000000 Penalty: 5462.606934
	Iteration 43Q: 3 clusters Score -7465096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7465099.000000 Penalty: 5462.606934
	Iteration 44Q: 3 clusters Score -7465099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60108 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7465098.000000 Penalty: 5462.606934
	Iteration 45Q: 3 clusters Score -7465098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60109 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7465098.000000 Penalty: 5462.606934
	Iteration 46Q: 3 clusters Score -7465098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7465098.000000 Penalty: 5462.606934
	Iteration 47Q: 3 clusters Score -7465098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7465103.000000 Penalty: 5462.606934
	Iteration 48Q: 3 clusters Score -7465103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7465102.500000 Penalty: 5462.606934
	Iteration 49Q: 3 clusters Score -7465102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60116 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7465111.500000 Penalty: 5462.606934
	Iteration 50Q: 3 clusters Score -7465112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60123 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7465108.500000 Penalty: 5462.606934
	Iteration 51Q: 3 clusters Score -7465108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60126 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7465110.500000 Penalty: 5462.606934
	Iteration 52Q: 3 clusters Score -7465110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60129 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7465109.500000 Penalty: 5462.606934
	Iteration 53Q: 3 clusters Score -7465110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7465110.000000 Penalty: 5462.606934
	Iteration 54Q: 3 clusters Score -7465110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7465110.000000 Penalty: 5462.606934
	Iteration 55F: 3 clusters Score -7465110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Entering Unmasked Estep 
Score: -376650.375000 Penalty: 2009.441528
	Iteration 0F: 2 clusters Score -376650.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -373285.406250 Penalty: 4018.883057
	Iteration 0F: 3 clusters Score -373285.4 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -374390.750000 Penalty: 4018.883057
	Iteration 1F: 3 clusters Score -374390.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -375121.843750 Penalty: 4018.883057
	Iteration 2F: 3 clusters Score -375121.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -375602.718750 Penalty: 4018.883057
	Iteration 3F: 3 clusters Score -375602.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -375863.031250 Penalty: 4018.883057
	Iteration 4F: 3 clusters Score -375863 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -375978.718750 Penalty: 4018.883057
	Iteration 5Q: 3 clusters Score -375978.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -376041.375000 Penalty: 4018.883057
	Iteration 6Q: 3 clusters Score -376041.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -376080.937500 Penalty: 4018.883057
	Iteration 7Q: 3 clusters Score -376080.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -376110.718750 Penalty: 4018.883057
	Iteration 8Q: 3 clusters Score -376110.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -376141.375000 Penalty: 4018.883057
	Iteration 9Q: 3 clusters Score -376141.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -376156.156250 Penalty: 4018.883057
	Iteration 10Q: 3 clusters Score -376156.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -376169.343750 Penalty: 4018.883057
	Iteration 11Q: 3 clusters Score -376169.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -376190.437500 Penalty: 4018.883057
	Iteration 12Q: 3 clusters Score -376190.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -376215.218750 Penalty: 4018.883057
	Iteration 13Q: 3 clusters Score -376215.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -376243.468750 Penalty: 4018.883057
	Iteration 14Q: 3 clusters Score -376243.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -376264.968750 Penalty: 4018.883057
	Iteration 15Q: 3 clusters Score -376265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -376293.625000 Penalty: 4018.883057
	Iteration 16Q: 3 clusters Score -376293.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -376320.375000 Penalty: 4018.883057
	Iteration 17Q: 3 clusters Score -376320.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -376347.156250 Penalty: 4018.883057
	Iteration 18Q: 3 clusters Score -376347.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -376371.562500 Penalty: 4018.883057
	Iteration 19Q: 3 clusters Score -376371.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -376391.375000 Penalty: 4018.883057
	Iteration 20F: 3 clusters Score -376391.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -376402.062500 Penalty: 4018.883057
	Iteration 21Q: 3 clusters Score -376402.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -376405.593750 Penalty: 4018.883057
	Iteration 22Q: 3 clusters Score -376405.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -376407.843750 Penalty: 4018.883057
	Iteration 23Q: 3 clusters Score -376407.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -376410.218750 Penalty: 4018.883057
	Iteration 24Q: 3 clusters Score -376410.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -376410.000000 Penalty: 4018.883057
	Iteration 25Q: 3 clusters Score -376410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -376410.687500 Penalty: 4018.883057
	Iteration 26Q: 3 clusters Score -376410.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -376412.562500 Penalty: 4018.883057
	Iteration 27Q: 3 clusters Score -376412.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -376412.968750 Penalty: 4018.883057
	Iteration 28Q: 3 clusters Score -376413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -376412.593750 Penalty: 4018.883057
	Iteration 29Q: 3 clusters Score -376412.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -376412.593750 Penalty: 4018.883057
	Iteration 30F: 3 clusters Score -376412.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -203070.796875 Penalty: 1836.713623
	Iteration 0F: 2 clusters Score -203070.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -200648.968750 Penalty: 3673.427246
	Iteration 0F: 3 clusters Score -200649 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -201031.281250 Penalty: 3673.427246
	Iteration 1F: 3 clusters Score -201031.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -201146.015625 Penalty: 3673.427246
	Iteration 2F: 3 clusters Score -201146 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -201194.421875 Penalty: 3673.427246
	Iteration 3Q: 3 clusters Score -201194.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -201224.843750 Penalty: 3673.427246
	Iteration 4Q: 3 clusters Score -201224.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -201241.265625 Penalty: 3673.427246
	Iteration 5Q: 3 clusters Score -201241.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -201249.187500 Penalty: 3673.427246
	Iteration 6Q: 3 clusters Score -201249.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -201255.937500 Penalty: 3673.427246
	Iteration 7Q: 3 clusters Score -201255.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -201262.468750 Penalty: 3673.427246
	Iteration 8Q: 3 clusters Score -201262.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -201269.781250 Penalty: 3673.427246
	Iteration 9Q: 3 clusters Score -201269.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -201277.109375 Penalty: 3673.427246
	Iteration 10Q: 3 clusters Score -201277.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -201285.390625 Penalty: 3673.427246
	Iteration 11Q: 3 clusters Score -201285.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -201292.500000 Penalty: 3673.427246
	Iteration 12Q: 3 clusters Score -201292.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -201296.156250 Penalty: 3673.427246
	Iteration 13Q: 3 clusters Score -201296.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -201300.453125 Penalty: 3673.427246
	Iteration 14Q: 3 clusters Score -201300.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -201304.703125 Penalty: 3673.427246
	Iteration 15Q: 3 clusters Score -201304.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -201305.250000 Penalty: 3673.427246
	Iteration 16Q: 3 clusters Score -201305.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -201306.875000 Penalty: 3673.427246
	Iteration 17Q: 3 clusters Score -201306.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -201309.062500 Penalty: 3673.427246
	Iteration 18Q: 3 clusters Score -201309.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -201309.531250 Penalty: 3673.427246
	Iteration 19Q: 3 clusters Score -201309.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -201309.531250 Penalty: 3673.427246
	Iteration 20F: 3 clusters Score -201309.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Entering Unmasked Estep 
Score: -4884021.000000 Penalty: 2632.456787
	Iteration 0F: 2 clusters Score -4884021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -4856531.500000 Penalty: 5264.913574
	Iteration 0F: 3 clusters Score -4856532 nChanged 18550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -4866885.000000 Penalty: 5264.913574
	Iteration 1F: 3 clusters Score -4866885 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -4867650.000000 Penalty: 5264.913574
	Iteration 2F: 3 clusters Score -4867650 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -4868457.500000 Penalty: 5264.913574
	Iteration 3F: 3 clusters Score -4868458 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -4869299.000000 Penalty: 5264.913574
	Iteration 4F: 3 clusters Score -4869299 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -4870095.000000 Penalty: 5264.913574
	Iteration 5Q: 3 clusters Score -4870095 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -4870996.500000 Penalty: 5264.913574
	Iteration 6Q: 3 clusters Score -4870996 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -4872115.000000 Penalty: 5264.913574
	Iteration 7F: 3 clusters Score -4872115 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -4873274.500000 Penalty: 5264.913574
	Iteration 8F: 3 clusters Score -4873274 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -4874474.000000 Penalty: 5264.913574
	Iteration 9F: 3 clusters Score -4874474 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -4875602.000000 Penalty: 5264.913574
	Iteration 10Q: 3 clusters Score -4875602 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -4876764.000000 Penalty: 5264.913574
	Iteration 11Q: 3 clusters Score -4876764 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -4877904.000000 Penalty: 5264.913574
	Iteration 12Q: 3 clusters Score -4877904 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -4878945.500000 Penalty: 5264.913574
	Iteration 13Q: 3 clusters Score -4878946 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -4879853.500000 Penalty: 5264.913574
	Iteration 14Q: 3 clusters Score -4879854 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -4880447.000000 Penalty: 5264.913574
	Iteration 15Q: 3 clusters Score -4880447 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -4880807.500000 Penalty: 5264.913574
	Iteration 16Q: 3 clusters Score -4880808 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -4881033.500000 Penalty: 5264.913574
	Iteration 17Q: 3 clusters Score -4881034 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -4881166.500000 Penalty: 5264.913574
	Iteration 18Q: 3 clusters Score -4881166 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -4881235.500000 Penalty: 5264.913574
	Iteration 19Q: 3 clusters Score -4881236 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -4881307.500000 Penalty: 5264.913574
	Iteration 20F: 3 clusters Score -4881308 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -4881329.500000 Penalty: 5264.913574
	Iteration 21Q: 3 clusters Score -4881330 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -4881349.500000 Penalty: 5264.913574
	Iteration 22Q: 3 clusters Score -4881350 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -4881371.500000 Penalty: 5264.913574
	Iteration 23Q: 3 clusters Score -4881372 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -4881386.000000 Penalty: 5264.913574
	Iteration 24Q: 3 clusters Score -4881386 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -4881392.000000 Penalty: 5264.913574
	Iteration 25Q: 3 clusters Score -4881392 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -4881391.000000 Penalty: 5264.913574
	Iteration 26Q: 3 clusters Score -4881391 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -4881403.500000 Penalty: 5264.913574
	Iteration 27Q: 3 clusters Score -4881404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -4881402.500000 Penalty: 5264.913574
	Iteration 28Q: 3 clusters Score -4881402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -4881416.500000 Penalty: 5264.913574
	Iteration 29Q: 3 clusters Score -4881416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -4881429.000000 Penalty: 5264.913574
	Iteration 30Q: 3 clusters Score -4881429 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -4881427.000000 Penalty: 5264.913574
	Iteration 31Q: 3 clusters Score -4881427 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -4881440.000000 Penalty: 5264.913574
	Iteration 32Q: 3 clusters Score -4881440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -4881438.500000 Penalty: 5264.913574
	Iteration 33Q: 3 clusters Score -4881438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -4881442.500000 Penalty: 5264.913574
	Iteration 34Q: 3 clusters Score -4881442 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -4881456.000000 Penalty: 5264.913574
	Iteration 35Q: 3 clusters Score -4881456 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -4881459.000000 Penalty: 5264.913574
	Iteration 36Q: 3 clusters Score -4881459 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -4881454.500000 Penalty: 5264.913574
	Iteration 37Q: 3 clusters Score -4881454 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -4881452.500000 Penalty: 5264.913574
	Iteration 38Q: 3 clusters Score -4881452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -4881462.000000 Penalty: 5264.913574
	Iteration 39Q: 3 clusters Score -4881462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -4881476.500000 Penalty: 5264.913574
	Iteration 40F: 3 clusters Score -4881476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -4881484.500000 Penalty: 5264.913574
	Iteration 41Q: 3 clusters Score -4881484 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -4881493.500000 Penalty: 5264.913574
	Iteration 42Q: 3 clusters Score -4881494 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -4881514.500000 Penalty: 5264.913574
	Iteration 43Q: 3 clusters Score -4881514 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -4881526.000000 Penalty: 5264.913574
	Iteration 44Q: 3 clusters Score -4881526 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -4881538.500000 Penalty: 5264.913574
	Iteration 45Q: 3 clusters Score -4881538 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -4881567.000000 Penalty: 5264.913574
	Iteration 46Q: 3 clusters Score -4881567 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -4881585.500000 Penalty: 5264.913574
	Iteration 47Q: 3 clusters Score -4881586 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -4881594.500000 Penalty: 5264.913574
	Iteration 48Q: 3 clusters Score -4881594 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -4881597.000000 Penalty: 5264.913574
	Iteration 49Q: 3 clusters Score -4881597 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -4881625.500000 Penalty: 5264.913574
	Iteration 50Q: 3 clusters Score -4881626 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -4881650.500000 Penalty: 5264.913574
	Iteration 51Q: 3 clusters Score -4881650 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -4881665.000000 Penalty: 5264.913574
	Iteration 52Q: 3 clusters Score -4881665 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -4881674.000000 Penalty: 5264.913574
	Iteration 53Q: 3 clusters Score -4881674 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -4881713.000000 Penalty: 5264.913574
	Iteration 54Q: 3 clusters Score -4881713 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -4881717.000000 Penalty: 5264.913574
	Iteration 55Q: 3 clusters Score -4881717 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -4881738.500000 Penalty: 5264.913574
	Iteration 56Q: 3 clusters Score -4881738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -4881748.000000 Penalty: 5264.913574
	Iteration 57Q: 3 clusters Score -4881748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -4881757.000000 Penalty: 5264.913574
	Iteration 58Q: 3 clusters Score -4881757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -4881771.500000 Penalty: 5264.913574
	Iteration 59Q: 3 clusters Score -4881772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -4881786.000000 Penalty: 5264.913574
	Iteration 60F: 3 clusters Score -4881786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -4881792.000000 Penalty: 5264.913574
	Iteration 61Q: 3 clusters Score -4881792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -4881798.000000 Penalty: 5264.913574
	Iteration 62Q: 3 clusters Score -4881798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -4881807.000000 Penalty: 5264.913574
	Iteration 63Q: 3 clusters Score -4881807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -4881812.000000 Penalty: 5264.913574
	Iteration 64Q: 3 clusters Score -4881812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -4881816.000000 Penalty: 5264.913574
	Iteration 65Q: 3 clusters Score -4881816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -4881837.000000 Penalty: 5264.913574
	Iteration 66Q: 3 clusters Score -4881837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -4881849.000000 Penalty: 5264.913574
	Iteration 67Q: 3 clusters Score -4881849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -4881866.500000 Penalty: 5264.913574
	Iteration 68Q: 3 clusters Score -4881866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -4881880.000000 Penalty: 5264.913574
	Iteration 69Q: 3 clusters Score -4881880 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -4881884.000000 Penalty: 5264.913574
	Iteration 70Q: 3 clusters Score -4881884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -4881897.500000 Penalty: 5264.913574
	Iteration 71Q: 3 clusters Score -4881898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -4881901.500000 Penalty: 5264.913574
	Iteration 72Q: 3 clusters Score -4881902 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -4881914.500000 Penalty: 5264.913574
	Iteration 73Q: 3 clusters Score -4881914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -4881910.500000 Penalty: 5264.913574
	Iteration 74Q: 3 clusters Score -4881910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -4881909.500000 Penalty: 5264.913574
	Iteration 75Q: 3 clusters Score -4881910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -4881921.500000 Penalty: 5264.913574
	Iteration 76Q: 3 clusters Score -4881922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -4881924.500000 Penalty: 5264.913574
	Iteration 77Q: 3 clusters Score -4881924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -4881928.500000 Penalty: 5264.913574
	Iteration 78Q: 3 clusters Score -4881928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -4881932.000000 Penalty: 5264.913574
	Iteration 79Q: 3 clusters Score -4881932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -4881931.000000 Penalty: 5264.913574
	Iteration 80F: 3 clusters Score -4881931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -4881935.500000 Penalty: 5264.913574
	Iteration 81Q: 3 clusters Score -4881936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -4881941.500000 Penalty: 5264.913574
	Iteration 82Q: 3 clusters Score -4881942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -4881950.000000 Penalty: 5264.913574
	Iteration 83Q: 3 clusters Score -4881950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -4881955.500000 Penalty: 5264.913574
	Iteration 84Q: 3 clusters Score -4881956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -4881955.000000 Penalty: 5264.913574
	Iteration 85Q: 3 clusters Score -4881955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -4881949.500000 Penalty: 5264.913574
	Iteration 86Q: 3 clusters Score -4881950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -4881951.500000 Penalty: 5264.913574
	Iteration 87Q: 3 clusters Score -4881952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -4881957.000000 Penalty: 5264.913574
	Iteration 88Q: 3 clusters Score -4881957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -4881957.500000 Penalty: 5264.913574
	Iteration 89Q: 3 clusters Score -4881958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -4881966.000000 Penalty: 5264.913574
	Iteration 90Q: 3 clusters Score -4881966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -4881967.500000 Penalty: 5264.913574
	Iteration 91Q: 3 clusters Score -4881968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -4881967.500000 Penalty: 5264.913574
	Iteration 92Q: 3 clusters Score -4881968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -4881966.500000 Penalty: 5264.913574
	Iteration 93Q: 3 clusters Score -4881966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -4881966.500000 Penalty: 5264.913574
	Iteration 94F: 3 clusters Score -4881966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -44580.449219 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -44580.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43140.964844 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -43140.96 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43333.683594 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -43333.68 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43456.656250 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -43456.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43523.292969 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -43523.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43584.101562 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -43584.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43660.871094 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -43660.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -43730.871094 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -43730.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43809.441406 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -43809.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43834.507812 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -43834.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43884.398438 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -43884.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43936.671875 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -43936.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -43960.296875 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -43960.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43983.339844 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -43983.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44014.632812 Penalty: 3069.378906
	Iteration 13Q: 3 clusters Score -44014.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44054.351562 Penalty: 3069.378906
	Iteration 14Q: 3 clusters Score -44054.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44089.527344 Penalty: 3069.378906
	Iteration 15Q: 3 clusters Score -44089.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44125.332031 Penalty: 3069.378906
	Iteration 16Q: 3 clusters Score -44125.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44158.246094 Penalty: 3069.378906
	Iteration 17Q: 3 clusters Score -44158.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44164.640625 Penalty: 3069.378906
	Iteration 18F: 3 clusters Score -44164.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44184.476562 Penalty: 3069.378906
	Iteration 19Q: 3 clusters Score -44184.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44214.789062 Penalty: 3069.378906
	Iteration 20F: 3 clusters Score -44214.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44221.695312 Penalty: 3069.378906
	Iteration 21Q: 3 clusters Score -44221.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44221.695312 Penalty: 3069.378906
	Iteration 22F: 3 clusters Score -44221.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Entering Unmasked Estep 
Score: -3970639.750000 Penalty: 2581.097412
	Iteration 0F: 2 clusters Score -3970640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3947836.250000 Penalty: 5162.194824
	Iteration 0F: 3 clusters Score -3947836 nChanged 15128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -3956324.500000 Penalty: 5162.194824
	Iteration 1F: 3 clusters Score -3956324 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3956845.750000 Penalty: 5162.194824
	Iteration 2Q: 3 clusters Score -3956846 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3957356.750000 Penalty: 5162.194824
	Iteration 3Q: 3 clusters Score -3957357 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -3957861.250000 Penalty: 5162.194824
	Iteration 4Q: 3 clusters Score -3957861 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -3958491.500000 Penalty: 5162.194824
	Iteration 5Q: 3 clusters Score -3958492 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -3959363.250000 Penalty: 5162.194824
	Iteration 6Q: 3 clusters Score -3959363 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -3960605.250000 Penalty: 5162.194824
	Iteration 7F: 3 clusters Score -3960605 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -3962161.250000 Penalty: 5162.194824
	Iteration 8F: 3 clusters Score -3962161 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -3963897.500000 Penalty: 5162.194824
	Iteration 9F: 3 clusters Score -3963898 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3965533.750000 Penalty: 5162.194824
	Iteration 10F: 3 clusters Score -3965534 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3966788.750000 Penalty: 5162.194824
	Iteration 11Q: 3 clusters Score -3966789 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3967530.750000 Penalty: 5162.194824
	Iteration 12Q: 3 clusters Score -3967531 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3967967.250000 Penalty: 5162.194824
	Iteration 13Q: 3 clusters Score -3967967 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3968291.000000 Penalty: 5162.194824
	Iteration 14Q: 3 clusters Score -3968291 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3968523.000000 Penalty: 5162.194824
	Iteration 15Q: 3 clusters Score -3968523 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3968668.500000 Penalty: 5162.194824
	Iteration 16Q: 3 clusters Score -3968668 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3968819.000000 Penalty: 5162.194824
	Iteration 17Q: 3 clusters Score -3968819 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3968940.750000 Penalty: 5162.194824
	Iteration 18Q: 3 clusters Score -3968941 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3969054.000000 Penalty: 5162.194824
	Iteration 19Q: 3 clusters Score -3969054 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3969160.750000 Penalty: 5162.194824
	Iteration 20F: 3 clusters Score -3969161 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3969241.250000 Penalty: 5162.194824
	Iteration 21Q: 3 clusters Score -3969241 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3969309.500000 Penalty: 5162.194824
	Iteration 22Q: 3 clusters Score -3969310 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3969364.500000 Penalty: 5162.194824
	Iteration 23Q: 3 clusters Score -3969364 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3969427.250000 Penalty: 5162.194824
	Iteration 24Q: 3 clusters Score -3969427 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3969461.250000 Penalty: 5162.194824
	Iteration 25Q: 3 clusters Score -3969461 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3969489.250000 Penalty: 5162.194824
	Iteration 26Q: 3 clusters Score -3969489 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3969502.500000 Penalty: 5162.194824
	Iteration 27Q: 3 clusters Score -3969502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3969521.750000 Penalty: 5162.194824
	Iteration 28Q: 3 clusters Score -3969522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3969529.250000 Penalty: 5162.194824
	Iteration 29Q: 3 clusters Score -3969529 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3969540.750000 Penalty: 5162.194824
	Iteration 30Q: 3 clusters Score -3969541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3969551.000000 Penalty: 5162.194824
	Iteration 31Q: 3 clusters Score -3969551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3969571.500000 Penalty: 5162.194824
	Iteration 32Q: 3 clusters Score -3969572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3969558.250000 Penalty: 5162.194824
	Iteration 33Q: 3 clusters Score -3969558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3969563.250000 Penalty: 5162.194824
	Iteration 34Q: 3 clusters Score -3969563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3969563.000000 Penalty: 5162.194824
	Iteration 35Q: 3 clusters Score -3969563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3969572.000000 Penalty: 5162.194824
	Iteration 36Q: 3 clusters Score -3969572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3969573.000000 Penalty: 5162.194824
	Iteration 37Q: 3 clusters Score -3969573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3969567.000000 Penalty: 5162.194824
	Iteration 38Q: 3 clusters Score -3969567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3969567.000000 Penalty: 5162.194824
	Iteration 39F: 3 clusters Score -3969567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Entering Unmasked Estep 
Score: -1038250.312500 Penalty: 2252.658936
	Iteration 0F: 2 clusters Score -1038250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1031411.062500 Penalty: 4505.317871
	Iteration 0F: 3 clusters Score -1031411 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1033800.312500 Penalty: 4505.317871
	Iteration 1F: 3 clusters Score -1033800 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1034735.875000 Penalty: 4505.317871
	Iteration 2F: 3 clusters Score -1034736 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1035485.500000 Penalty: 4505.317871
	Iteration 3F: 3 clusters Score -1035486 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1036007.500000 Penalty: 4505.317871
	Iteration 4F: 3 clusters Score -1036008 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1036339.000000 Penalty: 4505.317871
	Iteration 5F: 3 clusters Score -1036339 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1036561.750000 Penalty: 4505.317871
	Iteration 6Q: 3 clusters Score -1036562 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1036700.750000 Penalty: 4505.317871
	Iteration 7Q: 3 clusters Score -1036701 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1036784.187500 Penalty: 4505.317871
	Iteration 8Q: 3 clusters Score -1036784 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1036843.125000 Penalty: 4505.317871
	Iteration 9Q: 3 clusters Score -1036843 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1036905.687500 Penalty: 4505.317871
	Iteration 10Q: 3 clusters Score -1036906 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1036943.250000 Penalty: 4505.317871
	Iteration 11Q: 3 clusters Score -1036943 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1036981.500000 Penalty: 4505.317871
	Iteration 12Q: 3 clusters Score -1036982 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1037005.250000 Penalty: 4505.317871
	Iteration 13Q: 3 clusters Score -1037005 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1037022.437500 Penalty: 4505.317871
	Iteration 14Q: 3 clusters Score -1037022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1037036.437500 Penalty: 4505.317871
	Iteration 15Q: 3 clusters Score -1037036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1037046.125000 Penalty: 4505.317871
	Iteration 16Q: 3 clusters Score -1037046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1037058.562500 Penalty: 4505.317871
	Iteration 17Q: 3 clusters Score -1037059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1037069.562500 Penalty: 4505.317871
	Iteration 18Q: 3 clusters Score -1037070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1037078.687500 Penalty: 4505.317871
	Iteration 19Q: 3 clusters Score -1037079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1037088.875000 Penalty: 4505.317871
	Iteration 20F: 3 clusters Score -1037089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1037099.937500 Penalty: 4505.317871
	Iteration 21Q: 3 clusters Score -1037100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1037108.062500 Penalty: 4505.317871
	Iteration 22Q: 3 clusters Score -1037108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1037112.750000 Penalty: 4505.317871
	Iteration 23Q: 3 clusters Score -1037113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1037118.875000 Penalty: 4505.317871
	Iteration 24Q: 3 clusters Score -1037119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1037119.625000 Penalty: 4505.317871
	Iteration 25Q: 3 clusters Score -1037120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1037121.875000 Penalty: 4505.317871
	Iteration 26Q: 3 clusters Score -1037122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1037124.937500 Penalty: 4505.317871
	Iteration 27Q: 3 clusters Score -1037125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1037128.125000 Penalty: 4505.317871
	Iteration 28Q: 3 clusters Score -1037128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1037134.875000 Penalty: 4505.317871
	Iteration 29Q: 3 clusters Score -1037135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1037140.062500 Penalty: 4505.317871
	Iteration 30Q: 3 clusters Score -1037140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1037146.375000 Penalty: 4505.317871
	Iteration 31Q: 3 clusters Score -1037146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1037152.187500 Penalty: 4505.317871
	Iteration 32Q: 3 clusters Score -1037152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1037158.687500 Penalty: 4505.317871
	Iteration 33Q: 3 clusters Score -1037159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1037163.687500 Penalty: 4505.317871
	Iteration 34Q: 3 clusters Score -1037164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1037169.125000 Penalty: 4505.317871
	Iteration 35Q: 3 clusters Score -1037169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1037178.250000 Penalty: 4505.317871
	Iteration 36Q: 3 clusters Score -1037178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1037184.875000 Penalty: 4505.317871
	Iteration 37Q: 3 clusters Score -1037185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1037188.000000 Penalty: 4505.317871
	Iteration 38Q: 3 clusters Score -1037188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1037192.625000 Penalty: 4505.317871
	Iteration 39Q: 3 clusters Score -1037193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1037198.500000 Penalty: 4505.317871
	Iteration 40F: 3 clusters Score -1037198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1037208.375000 Penalty: 4505.317871
	Iteration 41Q: 3 clusters Score -1037208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1037209.062500 Penalty: 4505.317871
	Iteration 42Q: 3 clusters Score -1037209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1037213.312500 Penalty: 4505.317871
	Iteration 43Q: 3 clusters Score -1037213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1037219.937500 Penalty: 4505.317871
	Iteration 44Q: 3 clusters Score -1037220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1037222.000000 Penalty: 4505.317871
	Iteration 45Q: 3 clusters Score -1037222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1037226.000000 Penalty: 4505.317871
	Iteration 46Q: 3 clusters Score -1037226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1037225.562500 Penalty: 4505.317871
	Iteration 47Q: 3 clusters Score -1037226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1037230.125000 Penalty: 4505.317871
	Iteration 48Q: 3 clusters Score -1037230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1037232.812500 Penalty: 4505.317871
	Iteration 49Q: 3 clusters Score -1037233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1037232.750000 Penalty: 4505.317871
	Iteration 50Q: 3 clusters Score -1037233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1037235.625000 Penalty: 4505.317871
	Iteration 51Q: 3 clusters Score -1037236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1037237.062500 Penalty: 4505.317871
	Iteration 52Q: 3 clusters Score -1037237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1037238.125000 Penalty: 4505.317871
	Iteration 53Q: 3 clusters Score -1037238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1037241.312500 Penalty: 4505.317871
	Iteration 54Q: 3 clusters Score -1037241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1037242.062500 Penalty: 4505.317871
	Iteration 55Q: 3 clusters Score -1037242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1037246.000000 Penalty: 4505.317871
	Iteration 56Q: 3 clusters Score -1037246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1037245.625000 Penalty: 4505.317871
	Iteration 57Q: 3 clusters Score -1037246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1037245.750000 Penalty: 4505.317871
	Iteration 58Q: 3 clusters Score -1037246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1037246.125000 Penalty: 4505.317871
	Iteration 59Q: 3 clusters Score -1037246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1037246.125000 Penalty: 4505.317871
	Iteration 60F: 3 clusters Score -1037246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Entering Unmasked Estep 
Score: -2554255.750000 Penalty: 2473.931152
	Iteration 0F: 2 clusters Score -2554256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2539265.250000 Penalty: 4947.862305
	Iteration 0F: 3 clusters Score -2539265 nChanged 9517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2544250.750000 Penalty: 4947.862305
	Iteration 1F: 3 clusters Score -2544251 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2544600.000000 Penalty: 4947.862305
	Iteration 2Q: 3 clusters Score -2544600 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2544900.250000 Penalty: 4947.862305
	Iteration 3Q: 3 clusters Score -2544900 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2545172.500000 Penalty: 4947.862305
	Iteration 4Q: 3 clusters Score -2545172 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2545425.750000 Penalty: 4947.862305
	Iteration 5Q: 3 clusters Score -2545426 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2545671.750000 Penalty: 4947.862305
	Iteration 6Q: 3 clusters Score -2545672 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2545939.250000 Penalty: 4947.862305
	Iteration 7Q: 3 clusters Score -2545939 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2546291.250000 Penalty: 4947.862305
	Iteration 8Q: 3 clusters Score -2546291 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2546760.500000 Penalty: 4947.862305
	Iteration 9Q: 3 clusters Score -2546760 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2547297.750000 Penalty: 4947.862305
	Iteration 10Q: 3 clusters Score -2547298 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2547998.250000 Penalty: 4947.862305
	Iteration 11Q: 3 clusters Score -2547998 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2548847.500000 Penalty: 4947.862305
	Iteration 12F: 3 clusters Score -2548848 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2549837.250000 Penalty: 4947.862305
	Iteration 13F: 3 clusters Score -2549837 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2550749.500000 Penalty: 4947.862305
	Iteration 14Q: 3 clusters Score -2550750 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2551437.250000 Penalty: 4947.862305
	Iteration 15Q: 3 clusters Score -2551437 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2551917.750000 Penalty: 4947.862305
	Iteration 16Q: 3 clusters Score -2551918 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2552218.500000 Penalty: 4947.862305
	Iteration 17Q: 3 clusters Score -2552218 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2552449.500000 Penalty: 4947.862305
	Iteration 18Q: 3 clusters Score -2552450 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2552626.750000 Penalty: 4947.862305
	Iteration 19Q: 3 clusters Score -2552627 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2552729.750000 Penalty: 4947.862305
	Iteration 20F: 3 clusters Score -2552730 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2552789.750000 Penalty: 4947.862305
	Iteration 21Q: 3 clusters Score -2552790 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2552823.750000 Penalty: 4947.862305
	Iteration 22Q: 3 clusters Score -2552824 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2552852.250000 Penalty: 4947.862305
	Iteration 23Q: 3 clusters Score -2552852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2552876.250000 Penalty: 4947.862305
	Iteration 24Q: 3 clusters Score -2552876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2552882.250000 Penalty: 4947.862305
	Iteration 25Q: 3 clusters Score -2552882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2552891.250000 Penalty: 4947.862305
	Iteration 26Q: 3 clusters Score -2552891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2552890.500000 Penalty: 4947.862305
	Iteration 27Q: 3 clusters Score -2552890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2552890.250000 Penalty: 4947.862305
	Iteration 28Q: 3 clusters Score -2552890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2552894.000000 Penalty: 4947.862305
	Iteration 29Q: 3 clusters Score -2552894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2552897.500000 Penalty: 4947.862305
	Iteration 30Q: 3 clusters Score -2552898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2552898.750000 Penalty: 4947.862305
	Iteration 31Q: 3 clusters Score -2552899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2552905.000000 Penalty: 4947.862305
	Iteration 32Q: 3 clusters Score -2552905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2552903.500000 Penalty: 4947.862305
	Iteration 33Q: 3 clusters Score -2552904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2552902.500000 Penalty: 4947.862305
	Iteration 34Q: 3 clusters Score -2552902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2552908.250000 Penalty: 4947.862305
	Iteration 35Q: 3 clusters Score -2552908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2552904.500000 Penalty: 4947.862305
	Iteration 36Q: 3 clusters Score -2552904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2552906.250000 Penalty: 4947.862305
	Iteration 37Q: 3 clusters Score -2552906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2552905.250000 Penalty: 4947.862305
	Iteration 38Q: 3 clusters Score -2552905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2552908.750000 Penalty: 4947.862305
	Iteration 39Q: 3 clusters Score -2552909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2552906.500000 Penalty: 4947.862305
	Iteration 40F: 3 clusters Score -2552906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2552907.750000 Penalty: 4947.862305
	Iteration 41Q: 3 clusters Score -2552908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2552907.750000 Penalty: 4947.862305
	Iteration 42F: 3 clusters Score -2552908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Entering Unmasked Estep 
Score: -315160.062500 Penalty: 1954.064331
	Iteration 0F: 2 clusters Score -315160.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -312189.437500 Penalty: 3908.128662
	Iteration 0F: 3 clusters Score -312189.4 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -312849.312500 Penalty: 3908.128662
	Iteration 1F: 3 clusters Score -312849.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -313078.281250 Penalty: 3908.128662
	Iteration 2F: 3 clusters Score -313078.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -313206.125000 Penalty: 3908.128662
	Iteration 3F: 3 clusters Score -313206.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -313298.187500 Penalty: 3908.128662
	Iteration 4Q: 3 clusters Score -313298.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -313348.156250 Penalty: 3908.128662
	Iteration 5Q: 3 clusters Score -313348.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -313400.062500 Penalty: 3908.128662
	Iteration 6Q: 3 clusters Score -313400.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -313454.812500 Penalty: 3908.128662
	Iteration 7Q: 3 clusters Score -313454.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -313512.968750 Penalty: 3908.128662
	Iteration 8Q: 3 clusters Score -313513 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -313616.125000 Penalty: 3908.128662
	Iteration 9Q: 3 clusters Score -313616.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -313763.843750 Penalty: 3908.128662
	Iteration 10Q: 3 clusters Score -313763.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -313951.968750 Penalty: 3908.128662
	Iteration 11Q: 3 clusters Score -313952 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -314175.781250 Penalty: 3908.128662
	Iteration 12Q: 3 clusters Score -314175.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -314328.125000 Penalty: 3908.128662
	Iteration 13Q: 3 clusters Score -314328.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -314432.468750 Penalty: 3908.128662
	Iteration 14Q: 3 clusters Score -314432.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -314493.312500 Penalty: 3908.128662
	Iteration 15Q: 3 clusters Score -314493.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -314544.812500 Penalty: 3908.128662
	Iteration 16Q: 3 clusters Score -314544.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -314581.562500 Penalty: 3908.128662
	Iteration 17Q: 3 clusters Score -314581.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -314605.750000 Penalty: 3908.128662
	Iteration 18Q: 3 clusters Score -314605.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -314617.718750 Penalty: 3908.128662
	Iteration 19Q: 3 clusters Score -314617.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -314735.562500 Penalty: 3908.128662
	Iteration 20F: 3 clusters Score -314735.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -314787.218750 Penalty: 3908.128662
	Iteration 21Q: 3 clusters Score -314787.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -314818.906250 Penalty: 3908.128662
	Iteration 22Q: 3 clusters Score -314818.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -314838.031250 Penalty: 3908.128662
	Iteration 23Q: 3 clusters Score -314838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -314858.343750 Penalty: 3908.128662
	Iteration 24Q: 3 clusters Score -314858.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -314863.093750 Penalty: 3908.128662
	Iteration 25Q: 3 clusters Score -314863.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -314866.531250 Penalty: 3908.128662
	Iteration 26Q: 3 clusters Score -314866.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -314870.531250 Penalty: 3908.128662
	Iteration 27Q: 3 clusters Score -314870.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -314874.156250 Penalty: 3908.128662
	Iteration 28Q: 3 clusters Score -314874.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -314876.843750 Penalty: 3908.128662
	Iteration 29Q: 3 clusters Score -314876.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -314876.843750 Penalty: 3908.128662
	Iteration 30F: 3 clusters Score -314876.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Entering Unmasked Estep 
Score: -1034053.500000 Penalty: 2249.199463
	Iteration 0F: 2 clusters Score -1034054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1027249.875000 Penalty: 4498.398926
	Iteration 0F: 3 clusters Score -1027250 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1029129.562500 Penalty: 4498.398926
	Iteration 1F: 3 clusters Score -1029130 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1029406.187500 Penalty: 4498.398926
	Iteration 2F: 3 clusters Score -1029406 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1029572.312500 Penalty: 4498.398926
	Iteration 3Q: 3 clusters Score -1029572 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1029693.687500 Penalty: 4498.398926
	Iteration 4Q: 3 clusters Score -1029694 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1029805.062500 Penalty: 4498.398926
	Iteration 5Q: 3 clusters Score -1029805 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1029918.187500 Penalty: 4498.398926
	Iteration 6Q: 3 clusters Score -1029918 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1030035.875000 Penalty: 4498.398926
	Iteration 7Q: 3 clusters Score -1030036 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1030141.687500 Penalty: 4498.398926
	Iteration 8Q: 3 clusters Score -1030142 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1030264.625000 Penalty: 4498.398926
	Iteration 9Q: 3 clusters Score -1030265 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1030387.250000 Penalty: 4498.398926
	Iteration 10Q: 3 clusters Score -1030387 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1030505.562500 Penalty: 4498.398926
	Iteration 11Q: 3 clusters Score -1030506 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1030615.187500 Penalty: 4498.398926
	Iteration 12Q: 3 clusters Score -1030615 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1030744.812500 Penalty: 4498.398926
	Iteration 13Q: 3 clusters Score -1030745 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1030860.375000 Penalty: 4498.398926
	Iteration 14Q: 3 clusters Score -1030860 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1030980.875000 Penalty: 4498.398926
	Iteration 15Q: 3 clusters Score -1030981 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1031098.875000 Penalty: 4498.398926
	Iteration 16Q: 3 clusters Score -1031099 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1031214.625000 Penalty: 4498.398926
	Iteration 17Q: 3 clusters Score -1031215 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1031317.250000 Penalty: 4498.398926
	Iteration 18Q: 3 clusters Score -1031317 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1031427.062500 Penalty: 4498.398926
	Iteration 19Q: 3 clusters Score -1031427 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1031523.125000 Penalty: 4498.398926
	Iteration 20F: 3 clusters Score -1031523 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1031615.375000 Penalty: 4498.398926
	Iteration 21Q: 3 clusters Score -1031615 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1031707.875000 Penalty: 4498.398926
	Iteration 22Q: 3 clusters Score -1031708 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1031796.500000 Penalty: 4498.398926
	Iteration 23Q: 3 clusters Score -1031796 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1031882.562500 Penalty: 4498.398926
	Iteration 24Q: 3 clusters Score -1031883 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1031952.500000 Penalty: 4498.398926
	Iteration 25Q: 3 clusters Score -1031952 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1032006.750000 Penalty: 4498.398926
	Iteration 26Q: 3 clusters Score -1032007 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1032043.562500 Penalty: 4498.398926
	Iteration 27Q: 3 clusters Score -1032044 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1032081.125000 Penalty: 4498.398926
	Iteration 28Q: 3 clusters Score -1032081 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1032107.375000 Penalty: 4498.398926
	Iteration 29Q: 3 clusters Score -1032107 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1032127.437500 Penalty: 4498.398926
	Iteration 30Q: 3 clusters Score -1032127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1032140.750000 Penalty: 4498.398926
	Iteration 31Q: 3 clusters Score -1032141 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1032153.625000 Penalty: 4498.398926
	Iteration 32Q: 3 clusters Score -1032154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1032165.250000 Penalty: 4498.398926
	Iteration 33Q: 3 clusters Score -1032165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1032174.687500 Penalty: 4498.398926
	Iteration 34Q: 3 clusters Score -1032175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1032180.562500 Penalty: 4498.398926
	Iteration 35Q: 3 clusters Score -1032181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1032187.250000 Penalty: 4498.398926
	Iteration 36Q: 3 clusters Score -1032187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1032193.937500 Penalty: 4498.398926
	Iteration 37Q: 3 clusters Score -1032194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1032198.062500 Penalty: 4498.398926
	Iteration 38Q: 3 clusters Score -1032198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1032199.937500 Penalty: 4498.398926
	Iteration 39Q: 3 clusters Score -1032200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1032201.937500 Penalty: 4498.398926
	Iteration 40F: 3 clusters Score -1032202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1032202.062500 Penalty: 4498.398926
	Iteration 41Q: 3 clusters Score -1032202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1032203.187500 Penalty: 4498.398926
	Iteration 42Q: 3 clusters Score -1032203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1032204.437500 Penalty: 4498.398926
	Iteration 43Q: 3 clusters Score -1032204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1032209.125000 Penalty: 4498.398926
	Iteration 44Q: 3 clusters Score -1032209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1032208.437500 Penalty: 4498.398926
	Iteration 45Q: 3 clusters Score -1032208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1032211.062500 Penalty: 4498.398926
	Iteration 46Q: 3 clusters Score -1032211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1032214.562500 Penalty: 4498.398926
	Iteration 47Q: 3 clusters Score -1032215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1032214.562500 Penalty: 4498.398926
	Iteration 48F: 3 clusters Score -1032215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Entering Unmasked Estep 
Score: -1115308.375000 Penalty: 2267.310791
	Iteration 0F: 2 clusters Score -1115308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1108050.125000 Penalty: 4534.621582
	Iteration 0F: 3 clusters Score -1108050 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1110104.125000 Penalty: 4534.621582
	Iteration 1F: 3 clusters Score -1110104 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1110427.500000 Penalty: 4534.621582
	Iteration 2F: 3 clusters Score -1110428 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1110650.250000 Penalty: 4534.621582
	Iteration 3Q: 3 clusters Score -1110650 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1110833.750000 Penalty: 4534.621582
	Iteration 4Q: 3 clusters Score -1110834 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1111022.000000 Penalty: 4534.621582
	Iteration 5Q: 3 clusters Score -1111022 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1111233.000000 Penalty: 4534.621582
	Iteration 6Q: 3 clusters Score -1111233 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1111451.750000 Penalty: 4534.621582
	Iteration 7Q: 3 clusters Score -1111452 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1111654.125000 Penalty: 4534.621582
	Iteration 8Q: 3 clusters Score -1111654 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1111854.375000 Penalty: 4534.621582
	Iteration 9Q: 3 clusters Score -1111854 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1112005.625000 Penalty: 4534.621582
	Iteration 10Q: 3 clusters Score -1112006 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1112147.875000 Penalty: 4534.621582
	Iteration 11Q: 3 clusters Score -1112148 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1112273.500000 Penalty: 4534.621582
	Iteration 12Q: 3 clusters Score -1112274 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1112387.125000 Penalty: 4534.621582
	Iteration 13Q: 3 clusters Score -1112387 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1112514.125000 Penalty: 4534.621582
	Iteration 14Q: 3 clusters Score -1112514 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1112638.250000 Penalty: 4534.621582
	Iteration 15Q: 3 clusters Score -1112638 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1112748.750000 Penalty: 4534.621582
	Iteration 16Q: 3 clusters Score -1112749 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1112847.750000 Penalty: 4534.621582
	Iteration 17Q: 3 clusters Score -1112848 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1112942.500000 Penalty: 4534.621582
	Iteration 18Q: 3 clusters Score -1112942 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1113021.875000 Penalty: 4534.621582
	Iteration 19Q: 3 clusters Score -1113022 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1113082.000000 Penalty: 4534.621582
	Iteration 20F: 3 clusters Score -1113082 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1113127.625000 Penalty: 4534.621582
	Iteration 21Q: 3 clusters Score -1113128 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1113168.500000 Penalty: 4534.621582
	Iteration 22Q: 3 clusters Score -1113168 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1113206.000000 Penalty: 4534.621582
	Iteration 23Q: 3 clusters Score -1113206 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1113239.750000 Penalty: 4534.621582
	Iteration 24Q: 3 clusters Score -1113240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1113269.875000 Penalty: 4534.621582
	Iteration 25Q: 3 clusters Score -1113270 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1113289.625000 Penalty: 4534.621582
	Iteration 26Q: 3 clusters Score -1113290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1113302.375000 Penalty: 4534.621582
	Iteration 27Q: 3 clusters Score -1113302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1113316.500000 Penalty: 4534.621582
	Iteration 28Q: 3 clusters Score -1113316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1113328.250000 Penalty: 4534.621582
	Iteration 29Q: 3 clusters Score -1113328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1113335.625000 Penalty: 4534.621582
	Iteration 30Q: 3 clusters Score -1113336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1113348.250000 Penalty: 4534.621582
	Iteration 31Q: 3 clusters Score -1113348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1113356.375000 Penalty: 4534.621582
	Iteration 32Q: 3 clusters Score -1113356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1113363.500000 Penalty: 4534.621582
	Iteration 33Q: 3 clusters Score -1113364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1113374.000000 Penalty: 4534.621582
	Iteration 34Q: 3 clusters Score -1113374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1113378.000000 Penalty: 4534.621582
	Iteration 35Q: 3 clusters Score -1113378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1113383.375000 Penalty: 4534.621582
	Iteration 36Q: 3 clusters Score -1113383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1113391.625000 Penalty: 4534.621582
	Iteration 37Q: 3 clusters Score -1113392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1113400.875000 Penalty: 4534.621582
	Iteration 38Q: 3 clusters Score -1113401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1113403.000000 Penalty: 4534.621582
	Iteration 39Q: 3 clusters Score -1113403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1113411.750000 Penalty: 4534.621582
	Iteration 40F: 3 clusters Score -1113412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1113415.625000 Penalty: 4534.621582
	Iteration 41Q: 3 clusters Score -1113416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1113415.500000 Penalty: 4534.621582
	Iteration 42Q: 3 clusters Score -1113416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1113417.000000 Penalty: 4534.621582
	Iteration 43Q: 3 clusters Score -1113417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1113417.125000 Penalty: 4534.621582
	Iteration 44Q: 3 clusters Score -1113417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1113417.875000 Penalty: 4534.621582
	Iteration 45Q: 3 clusters Score -1113418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1113416.625000 Penalty: 4534.621582
	Iteration 46Q: 3 clusters Score -1113417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1113416.625000 Penalty: 4534.621582
	Iteration 47F: 3 clusters Score -1113417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -218862.468750 Penalty: 1855.286133
	Iteration 0F: 2 clusters Score -218862.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -216375.671875 Penalty: 3710.572266
	Iteration 0F: 3 clusters Score -216375.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -216772.343750 Penalty: 3710.572266
	Iteration 1F: 3 clusters Score -216772.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -216882.312500 Penalty: 3710.572266
	Iteration 2F: 3 clusters Score -216882.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -216946.468750 Penalty: 3710.572266
	Iteration 3Q: 3 clusters Score -216946.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -216996.546875 Penalty: 3710.572266
	Iteration 4Q: 3 clusters Score -216996.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -217026.015625 Penalty: 3710.572266
	Iteration 5Q: 3 clusters Score -217026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -217048.140625 Penalty: 3710.572266
	Iteration 6Q: 3 clusters Score -217048.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -217057.484375 Penalty: 3710.572266
	Iteration 7Q: 3 clusters Score -217057.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -217065.875000 Penalty: 3710.572266
	Iteration 8Q: 3 clusters Score -217065.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -217072.046875 Penalty: 3710.572266
	Iteration 9Q: 3 clusters Score -217072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -217075.500000 Penalty: 3710.572266
	Iteration 10Q: 3 clusters Score -217075.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -217078.078125 Penalty: 3710.572266
	Iteration 11Q: 3 clusters Score -217078.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -217081.562500 Penalty: 3710.572266
	Iteration 12Q: 3 clusters Score -217081.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -217085.687500 Penalty: 3710.572266
	Iteration 13Q: 3 clusters Score -217085.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -217088.968750 Penalty: 3710.572266
	Iteration 14Q: 3 clusters Score -217089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -217093.406250 Penalty: 3710.572266
	Iteration 15Q: 3 clusters Score -217093.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -217097.125000 Penalty: 3710.572266
	Iteration 16Q: 3 clusters Score -217097.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -217098.062500 Penalty: 3710.572266
	Iteration 17Q: 3 clusters Score -217098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -217098.656250 Penalty: 3710.572266
	Iteration 18Q: 3 clusters Score -217098.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -217099.484375 Penalty: 3710.572266
	Iteration 19Q: 3 clusters Score -217099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -217100.015625 Penalty: 3710.572266
	Iteration 20F: 3 clusters Score -217100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -217100.281250 Penalty: 3710.572266
	Iteration 21Q: 3 clusters Score -217100.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -217101.250000 Penalty: 3710.572266
	Iteration 22Q: 3 clusters Score -217101.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -217101.250000 Penalty: 3710.572266
	Iteration 23F: 3 clusters Score -217101.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -42888.750000 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -42888.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41516.148438 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -41516.15 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41692.265625 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -41692.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41758.203125 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -41758.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41774.894531 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -41774.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41785.027344 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -41785.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -41789.726562 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -41789.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41793.851562 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -41793.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41797.027344 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -41797.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41797.027344 Penalty: 2976.701660
	Iteration 8F: 3 clusters Score -41797.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Entering Unmasked Estep 
Score: -1528685.875000 Penalty: 2360.803223
	Iteration 0F: 2 clusters Score -1528686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1518706.750000 Penalty: 4721.606445
	Iteration 0F: 3 clusters Score -1518707 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1521798.500000 Penalty: 4721.606445
	Iteration 1F: 3 clusters Score -1521798 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1522192.375000 Penalty: 4721.606445
	Iteration 2F: 3 clusters Score -1522192 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1522544.625000 Penalty: 4721.606445
	Iteration 3F: 3 clusters Score -1522545 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1522891.125000 Penalty: 4721.606445
	Iteration 4Q: 3 clusters Score -1522891 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1523272.500000 Penalty: 4721.606445
	Iteration 5Q: 3 clusters Score -1523272 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1523695.625000 Penalty: 4721.606445
	Iteration 6F: 3 clusters Score -1523696 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1524119.000000 Penalty: 4721.606445
	Iteration 7F: 3 clusters Score -1524119 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1524524.000000 Penalty: 4721.606445
	Iteration 8Q: 3 clusters Score -1524524 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1524881.500000 Penalty: 4721.606445
	Iteration 9Q: 3 clusters Score -1524882 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1525148.750000 Penalty: 4721.606445
	Iteration 10Q: 3 clusters Score -1525149 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1525355.500000 Penalty: 4721.606445
	Iteration 11Q: 3 clusters Score -1525356 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1525499.125000 Penalty: 4721.606445
	Iteration 12Q: 3 clusters Score -1525499 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1525635.500000 Penalty: 4721.606445
	Iteration 13Q: 3 clusters Score -1525636 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1525762.625000 Penalty: 4721.606445
	Iteration 14Q: 3 clusters Score -1525763 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1525856.625000 Penalty: 4721.606445
	Iteration 15Q: 3 clusters Score -1525857 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1525929.000000 Penalty: 4721.606445
	Iteration 16Q: 3 clusters Score -1525929 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1525999.625000 Penalty: 4721.606445
	Iteration 17Q: 3 clusters Score -1526000 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1526068.125000 Penalty: 4721.606445
	Iteration 18Q: 3 clusters Score -1526068 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1526122.125000 Penalty: 4721.606445
	Iteration 19Q: 3 clusters Score -1526122 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1526189.750000 Penalty: 4721.606445
	Iteration 20F: 3 clusters Score -1526190 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1526254.375000 Penalty: 4721.606445
	Iteration 21Q: 3 clusters Score -1526254 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1526316.125000 Penalty: 4721.606445
	Iteration 22Q: 3 clusters Score -1526316 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1526358.375000 Penalty: 4721.606445
	Iteration 23Q: 3 clusters Score -1526358 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1526412.625000 Penalty: 4721.606445
	Iteration 24Q: 3 clusters Score -1526413 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1526454.250000 Penalty: 4721.606445
	Iteration 25Q: 3 clusters Score -1526454 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1526494.750000 Penalty: 4721.606445
	Iteration 26Q: 3 clusters Score -1526495 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1526548.500000 Penalty: 4721.606445
	Iteration 27Q: 3 clusters Score -1526548 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1526591.625000 Penalty: 4721.606445
	Iteration 28Q: 3 clusters Score -1526592 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1526631.875000 Penalty: 4721.606445
	Iteration 29Q: 3 clusters Score -1526632 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1526670.625000 Penalty: 4721.606445
	Iteration 30Q: 3 clusters Score -1526671 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1526710.750000 Penalty: 4721.606445
	Iteration 31Q: 3 clusters Score -1526711 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1526749.875000 Penalty: 4721.606445
	Iteration 32Q: 3 clusters Score -1526750 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1526793.125000 Penalty: 4721.606445
	Iteration 33Q: 3 clusters Score -1526793 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1526826.625000 Penalty: 4721.606445
	Iteration 34Q: 3 clusters Score -1526827 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1526859.625000 Penalty: 4721.606445
	Iteration 35Q: 3 clusters Score -1526860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1526886.875000 Penalty: 4721.606445
	Iteration 36Q: 3 clusters Score -1526887 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1526914.375000 Penalty: 4721.606445
	Iteration 37Q: 3 clusters Score -1526914 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1526936.500000 Penalty: 4721.606445
	Iteration 38Q: 3 clusters Score -1526936 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1526965.875000 Penalty: 4721.606445
	Iteration 39Q: 3 clusters Score -1526966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1526999.375000 Penalty: 4721.606445
	Iteration 40F: 3 clusters Score -1526999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1527019.500000 Penalty: 4721.606445
	Iteration 41Q: 3 clusters Score -1527020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1527028.750000 Penalty: 4721.606445
	Iteration 42Q: 3 clusters Score -1527029 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1527041.750000 Penalty: 4721.606445
	Iteration 43Q: 3 clusters Score -1527042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1527050.750000 Penalty: 4721.606445
	Iteration 44Q: 3 clusters Score -1527051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1527064.625000 Penalty: 4721.606445
	Iteration 45Q: 3 clusters Score -1527065 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1527082.875000 Penalty: 4721.606445
	Iteration 46Q: 3 clusters Score -1527083 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1527100.250000 Penalty: 4721.606445
	Iteration 47Q: 3 clusters Score -1527100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1527115.000000 Penalty: 4721.606445
	Iteration 48Q: 3 clusters Score -1527115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1527127.250000 Penalty: 4721.606445
	Iteration 49Q: 3 clusters Score -1527127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1527132.750000 Penalty: 4721.606445
	Iteration 50Q: 3 clusters Score -1527133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1527150.125000 Penalty: 4721.606445
	Iteration 51Q: 3 clusters Score -1527150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1527155.875000 Penalty: 4721.606445
	Iteration 52Q: 3 clusters Score -1527156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1527164.000000 Penalty: 4721.606445
	Iteration 53Q: 3 clusters Score -1527164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1527166.375000 Penalty: 4721.606445
	Iteration 54Q: 3 clusters Score -1527166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1527170.250000 Penalty: 4721.606445
	Iteration 55Q: 3 clusters Score -1527170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1527177.000000 Penalty: 4721.606445
	Iteration 56Q: 3 clusters Score -1527177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1527180.875000 Penalty: 4721.606445
	Iteration 57Q: 3 clusters Score -1527181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1527180.750000 Penalty: 4721.606445
	Iteration 58Q: 3 clusters Score -1527181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1527182.875000 Penalty: 4721.606445
	Iteration 59Q: 3 clusters Score -1527183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1527187.250000 Penalty: 4721.606445
	Iteration 60F: 3 clusters Score -1527187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1527188.375000 Penalty: 4721.606445
	Iteration 61Q: 3 clusters Score -1527188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1527192.625000 Penalty: 4721.606445
	Iteration 62Q: 3 clusters Score -1527193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1527196.000000 Penalty: 4721.606445
	Iteration 63Q: 3 clusters Score -1527196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1527201.000000 Penalty: 4721.606445
	Iteration 64Q: 3 clusters Score -1527201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1527206.125000 Penalty: 4721.606445
	Iteration 65Q: 3 clusters Score -1527206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1527211.000000 Penalty: 4721.606445
	Iteration 66Q: 3 clusters Score -1527211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1527216.000000 Penalty: 4721.606445
	Iteration 67Q: 3 clusters Score -1527216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1527218.875000 Penalty: 4721.606445
	Iteration 68Q: 3 clusters Score -1527219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1527225.375000 Penalty: 4721.606445
	Iteration 69Q: 3 clusters Score -1527225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1527230.000000 Penalty: 4721.606445
	Iteration 70Q: 3 clusters Score -1527230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1527237.375000 Penalty: 4721.606445
	Iteration 71Q: 3 clusters Score -1527237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1527239.875000 Penalty: 4721.606445
	Iteration 72Q: 3 clusters Score -1527240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1527242.500000 Penalty: 4721.606445
	Iteration 73Q: 3 clusters Score -1527242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1527247.125000 Penalty: 4721.606445
	Iteration 74Q: 3 clusters Score -1527247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1527248.000000 Penalty: 4721.606445
	Iteration 75Q: 3 clusters Score -1527248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1527247.750000 Penalty: 4721.606445
	Iteration 76Q: 3 clusters Score -1527248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1527249.250000 Penalty: 4721.606445
	Iteration 77Q: 3 clusters Score -1527249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1527249.250000 Penalty: 4721.606445
	Iteration 78Q: 3 clusters Score -1527249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1527249.250000 Penalty: 4721.606445
	Iteration 79F: 3 clusters Score -1527249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Entering Unmasked Estep 
Score: -6171910.500000 Penalty: 2699.727295
	Iteration 0F: 2 clusters Score -6171910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -6135851.000000 Penalty: 5399.454590
	Iteration 0F: 3 clusters Score -6135851 nChanged 24665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -6149693.500000 Penalty: 5399.454590
	Iteration 1F: 3 clusters Score -6149694 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -6150470.000000 Penalty: 5399.454590
	Iteration 2Q: 3 clusters Score -6150470 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -6151389.500000 Penalty: 5399.454590
	Iteration 3Q: 3 clusters Score -6151390 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -6152485.500000 Penalty: 5399.454590
	Iteration 4Q: 3 clusters Score -6152486 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -6153925.000000 Penalty: 5399.454590
	Iteration 5F: 3 clusters Score -6153925 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -6155831.500000 Penalty: 5399.454590
	Iteration 6F: 3 clusters Score -6155832 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -6158160.500000 Penalty: 5399.454590
	Iteration 7F: 3 clusters Score -6158160 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -6160782.500000 Penalty: 5399.454590
	Iteration 8F: 3 clusters Score -6160782 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -6163345.500000 Penalty: 5399.454590
	Iteration 9F: 3 clusters Score -6163346 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -6165613.000000 Penalty: 5399.454590
	Iteration 10Q: 3 clusters Score -6165613 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -6167395.500000 Penalty: 5399.454590
	Iteration 11Q: 3 clusters Score -6167396 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -6168464.000000 Penalty: 5399.454590
	Iteration 12Q: 3 clusters Score -6168464 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -6169107.500000 Penalty: 5399.454590
	Iteration 13Q: 3 clusters Score -6169108 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -6169537.500000 Penalty: 5399.454590
	Iteration 14Q: 3 clusters Score -6169538 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -6169841.500000 Penalty: 5399.454590
	Iteration 15Q: 3 clusters Score -6169842 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -6170070.000000 Penalty: 5399.454590
	Iteration 16Q: 3 clusters Score -6170070 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -6170233.500000 Penalty: 5399.454590
	Iteration 17Q: 3 clusters Score -6170234 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -6170372.000000 Penalty: 5399.454590
	Iteration 18Q: 3 clusters Score -6170372 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -6170455.500000 Penalty: 5399.454590
	Iteration 19Q: 3 clusters Score -6170456 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -6170526.500000 Penalty: 5399.454590
	Iteration 20F: 3 clusters Score -6170526 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -6170576.000000 Penalty: 5399.454590
	Iteration 21Q: 3 clusters Score -6170576 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -6170593.500000 Penalty: 5399.454590
	Iteration 22Q: 3 clusters Score -6170594 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -6170638.500000 Penalty: 5399.454590
	Iteration 23Q: 3 clusters Score -6170638 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -6170673.500000 Penalty: 5399.454590
	Iteration 24Q: 3 clusters Score -6170674 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -6170707.000000 Penalty: 5399.454590
	Iteration 25Q: 3 clusters Score -6170707 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -6170695.500000 Penalty: 5399.454590
	Iteration 26Q: 3 clusters Score -6170696 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -6170720.000000 Penalty: 5399.454590
	Iteration 27Q: 3 clusters Score -6170720 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -6170731.500000 Penalty: 5399.454590
	Iteration 28Q: 3 clusters Score -6170732 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -6170754.500000 Penalty: 5399.454590
	Iteration 29Q: 3 clusters Score -6170754 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -6170764.000000 Penalty: 5399.454590
	Iteration 30Q: 3 clusters Score -6170764 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -6170775.000000 Penalty: 5399.454590
	Iteration 31Q: 3 clusters Score -6170775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -6170773.500000 Penalty: 5399.454590
	Iteration 32Q: 3 clusters Score -6170774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -6170779.000000 Penalty: 5399.454590
	Iteration 33Q: 3 clusters Score -6170779 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -6170784.500000 Penalty: 5399.454590
	Iteration 34Q: 3 clusters Score -6170784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -6170793.500000 Penalty: 5399.454590
	Iteration 35Q: 3 clusters Score -6170794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -6170793.000000 Penalty: 5399.454590
	Iteration 36Q: 3 clusters Score -6170793 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -6170801.000000 Penalty: 5399.454590
	Iteration 37Q: 3 clusters Score -6170801 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -6170815.500000 Penalty: 5399.454590
	Iteration 38Q: 3 clusters Score -6170816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -6170820.500000 Penalty: 5399.454590
	Iteration 39Q: 3 clusters Score -6170820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49670 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -6170821.000000 Penalty: 5399.454590
	Iteration 40F: 3 clusters Score -6170821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -6170822.500000 Penalty: 5399.454590
	Iteration 41Q: 3 clusters Score -6170822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -6170829.500000 Penalty: 5399.454590
	Iteration 42Q: 3 clusters Score -6170830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -6170816.500000 Penalty: 5399.454590
	Iteration 43Q: 3 clusters Score -6170816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -6170815.000000 Penalty: 5399.454590
	Iteration 44Q: 3 clusters Score -6170815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -6170817.500000 Penalty: 5399.454590
	Iteration 45Q: 3 clusters Score -6170818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -6170817.000000 Penalty: 5399.454590
	Iteration 46Q: 3 clusters Score -6170817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -6170820.000000 Penalty: 5399.454590
	Iteration 47Q: 3 clusters Score -6170820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -6170821.500000 Penalty: 5399.454590
	Iteration 48Q: 3 clusters Score -6170822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -6170828.000000 Penalty: 5399.454590
	Iteration 49Q: 3 clusters Score -6170828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -6170832.000000 Penalty: 5399.454590
	Iteration 50Q: 3 clusters Score -6170832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -6170828.500000 Penalty: 5399.454590
	Iteration 51Q: 3 clusters Score -6170828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -6170827.000000 Penalty: 5399.454590
	Iteration 52Q: 3 clusters Score -6170827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -6170828.500000 Penalty: 5399.454590
	Iteration 53Q: 3 clusters Score -6170828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -6170828.500000 Penalty: 5399.454590
	Iteration 54F: 3 clusters Score -6170828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Entering Unmasked Estep 
Score: -1322502.375000 Penalty: 2297.841797
	Iteration 0F: 2 clusters Score -1322502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1314510.125000 Penalty: 4595.683594
	Iteration 0F: 3 clusters Score -1314510 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1316829.875000 Penalty: 4595.683594
	Iteration 1F: 3 clusters Score -1316830 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1317159.000000 Penalty: 4595.683594
	Iteration 2F: 3 clusters Score -1317159 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1317425.000000 Penalty: 4595.683594
	Iteration 3F: 3 clusters Score -1317425 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1317705.125000 Penalty: 4595.683594
	Iteration 4Q: 3 clusters Score -1317705 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1318027.500000 Penalty: 4595.683594
	Iteration 5F: 3 clusters Score -1318028 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1318372.000000 Penalty: 4595.683594
	Iteration 6F: 3 clusters Score -1318372 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1318691.500000 Penalty: 4595.683594
	Iteration 7Q: 3 clusters Score -1318692 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1319027.875000 Penalty: 4595.683594
	Iteration 8Q: 3 clusters Score -1319028 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1319394.750000 Penalty: 4595.683594
	Iteration 9Q: 3 clusters Score -1319395 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1319670.625000 Penalty: 4595.683594
	Iteration 10Q: 3 clusters Score -1319671 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1319900.250000 Penalty: 4595.683594
	Iteration 11Q: 3 clusters Score -1319900 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1320087.000000 Penalty: 4595.683594
	Iteration 12Q: 3 clusters Score -1320087 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1320237.000000 Penalty: 4595.683594
	Iteration 13Q: 3 clusters Score -1320237 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1320334.625000 Penalty: 4595.683594
	Iteration 14Q: 3 clusters Score -1320335 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1320412.875000 Penalty: 4595.683594
	Iteration 15Q: 3 clusters Score -1320413 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1320462.250000 Penalty: 4595.683594
	Iteration 16Q: 3 clusters Score -1320462 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1320491.500000 Penalty: 4595.683594
	Iteration 17Q: 3 clusters Score -1320492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1320510.500000 Penalty: 4595.683594
	Iteration 18Q: 3 clusters Score -1320510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1320531.000000 Penalty: 4595.683594
	Iteration 19Q: 3 clusters Score -1320531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1320538.500000 Penalty: 4595.683594
	Iteration 20F: 3 clusters Score -1320538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1320543.375000 Penalty: 4595.683594
	Iteration 21Q: 3 clusters Score -1320543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1320545.750000 Penalty: 4595.683594
	Iteration 22Q: 3 clusters Score -1320546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1320549.125000 Penalty: 4595.683594
	Iteration 23Q: 3 clusters Score -1320549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1320549.625000 Penalty: 4595.683594
	Iteration 24Q: 3 clusters Score -1320550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1320552.250000 Penalty: 4595.683594
	Iteration 25Q: 3 clusters Score -1320552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1320555.625000 Penalty: 4595.683594
	Iteration 26Q: 3 clusters Score -1320556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1320556.250000 Penalty: 4595.683594
	Iteration 27Q: 3 clusters Score -1320556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1320559.125000 Penalty: 4595.683594
	Iteration 28Q: 3 clusters Score -1320559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1320564.000000 Penalty: 4595.683594
	Iteration 29Q: 3 clusters Score -1320564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1320566.125000 Penalty: 4595.683594
	Iteration 30Q: 3 clusters Score -1320566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1320570.375000 Penalty: 4595.683594
	Iteration 31Q: 3 clusters Score -1320570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1320571.500000 Penalty: 4595.683594
	Iteration 32Q: 3 clusters Score -1320572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1320571.500000 Penalty: 4595.683594
	Iteration 33F: 3 clusters Score -1320572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Entering Unmasked Estep 
Score: -2465290.250000 Penalty: 2453.509766
	Iteration 0F: 2 clusters Score -2465290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2451402.500000 Penalty: 4907.019531
	Iteration 0F: 3 clusters Score -2451402 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2456077.000000 Penalty: 4907.019531
	Iteration 1F: 3 clusters Score -2456077 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2456428.000000 Penalty: 4907.019531
	Iteration 2F: 3 clusters Score -2456428 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2456670.000000 Penalty: 4907.019531
	Iteration 3Q: 3 clusters Score -2456670 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2456845.000000 Penalty: 4907.019531
	Iteration 4Q: 3 clusters Score -2456845 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2457022.750000 Penalty: 4907.019531
	Iteration 5Q: 3 clusters Score -2457023 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2457182.750000 Penalty: 4907.019531
	Iteration 6Q: 3 clusters Score -2457183 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2457373.500000 Penalty: 4907.019531
	Iteration 7Q: 3 clusters Score -2457374 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -2457592.750000 Penalty: 4907.019531
	Iteration 8Q: 3 clusters Score -2457593 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2457863.750000 Penalty: 4907.019531
	Iteration 9Q: 3 clusters Score -2457864 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2458232.000000 Penalty: 4907.019531
	Iteration 10Q: 3 clusters Score -2458232 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2458725.500000 Penalty: 4907.019531
	Iteration 11Q: 3 clusters Score -2458726 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2459322.250000 Penalty: 4907.019531
	Iteration 12Q: 3 clusters Score -2459322 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -2459981.500000 Penalty: 4907.019531
	Iteration 13F: 3 clusters Score -2459982 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2460589.000000 Penalty: 4907.019531
	Iteration 14Q: 3 clusters Score -2460589 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2461064.750000 Penalty: 4907.019531
	Iteration 15Q: 3 clusters Score -2461065 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2461388.250000 Penalty: 4907.019531
	Iteration 16Q: 3 clusters Score -2461388 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2461593.750000 Penalty: 4907.019531
	Iteration 17Q: 3 clusters Score -2461594 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2461700.750000 Penalty: 4907.019531
	Iteration 18Q: 3 clusters Score -2461701 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2461766.750000 Penalty: 4907.019531
	Iteration 19Q: 3 clusters Score -2461767 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2461826.500000 Penalty: 4907.019531
	Iteration 20F: 3 clusters Score -2461826 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2461868.000000 Penalty: 4907.019531
	Iteration 21Q: 3 clusters Score -2461868 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2461918.750000 Penalty: 4907.019531
	Iteration 22Q: 3 clusters Score -2461919 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2461950.500000 Penalty: 4907.019531
	Iteration 23Q: 3 clusters Score -2461950 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2461974.250000 Penalty: 4907.019531
	Iteration 24Q: 3 clusters Score -2461974 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2462008.000000 Penalty: 4907.019531
	Iteration 25Q: 3 clusters Score -2462008 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2462015.750000 Penalty: 4907.019531
	Iteration 26Q: 3 clusters Score -2462016 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2462042.500000 Penalty: 4907.019531
	Iteration 27Q: 3 clusters Score -2462042 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2462062.000000 Penalty: 4907.019531
	Iteration 28Q: 3 clusters Score -2462062 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2462087.500000 Penalty: 4907.019531
	Iteration 29Q: 3 clusters Score -2462088 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2462106.250000 Penalty: 4907.019531
	Iteration 30Q: 3 clusters Score -2462106 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2462129.500000 Penalty: 4907.019531
	Iteration 31Q: 3 clusters Score -2462130 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2462155.750000 Penalty: 4907.019531
	Iteration 32Q: 3 clusters Score -2462156 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2462175.000000 Penalty: 4907.019531
	Iteration 33Q: 3 clusters Score -2462175 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2462203.000000 Penalty: 4907.019531
	Iteration 34Q: 3 clusters Score -2462203 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2462233.000000 Penalty: 4907.019531
	Iteration 35Q: 3 clusters Score -2462233 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -2462271.250000 Penalty: 4907.019531
	Iteration 36Q: 3 clusters Score -2462271 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2462310.500000 Penalty: 4907.019531
	Iteration 37Q: 3 clusters Score -2462310 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2462343.250000 Penalty: 4907.019531
	Iteration 38Q: 3 clusters Score -2462343 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2462375.750000 Penalty: 4907.019531
	Iteration 39Q: 3 clusters Score -2462376 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2462403.750000 Penalty: 4907.019531
	Iteration 40F: 3 clusters Score -2462404 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2462445.500000 Penalty: 4907.019531
	Iteration 41Q: 3 clusters Score -2462446 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2462487.000000 Penalty: 4907.019531
	Iteration 42Q: 3 clusters Score -2462487 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2462522.250000 Penalty: 4907.019531
	Iteration 43Q: 3 clusters Score -2462522 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2462556.250000 Penalty: 4907.019531
	Iteration 44Q: 3 clusters Score -2462556 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2462599.250000 Penalty: 4907.019531
	Iteration 45Q: 3 clusters Score -2462599 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2462623.750000 Penalty: 4907.019531
	Iteration 46Q: 3 clusters Score -2462624 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -2462660.250000 Penalty: 4907.019531
	Iteration 47Q: 3 clusters Score -2462660 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2462681.250000 Penalty: 4907.019531
	Iteration 48Q: 3 clusters Score -2462681 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2462709.750000 Penalty: 4907.019531
	Iteration 49Q: 3 clusters Score -2462710 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2462735.000000 Penalty: 4907.019531
	Iteration 50Q: 3 clusters Score -2462735 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2462776.000000 Penalty: 4907.019531
	Iteration 51Q: 3 clusters Score -2462776 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2462800.750000 Penalty: 4907.019531
	Iteration 52Q: 3 clusters Score -2462801 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2462824.250000 Penalty: 4907.019531
	Iteration 53Q: 3 clusters Score -2462824 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2462850.000000 Penalty: 4907.019531
	Iteration 54Q: 3 clusters Score -2462850 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2462870.500000 Penalty: 4907.019531
	Iteration 55Q: 3 clusters Score -2462870 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2462901.250000 Penalty: 4907.019531
	Iteration 56Q: 3 clusters Score -2462901 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2462913.000000 Penalty: 4907.019531
	Iteration 57Q: 3 clusters Score -2462913 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2462937.000000 Penalty: 4907.019531
	Iteration 58Q: 3 clusters Score -2462937 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2462960.250000 Penalty: 4907.019531
	Iteration 59Q: 3 clusters Score -2462960 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2462990.250000 Penalty: 4907.019531
	Iteration 60F: 3 clusters Score -2462990 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2463007.500000 Penalty: 4907.019531
	Iteration 61Q: 3 clusters Score -2463008 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2463023.000000 Penalty: 4907.019531
	Iteration 62Q: 3 clusters Score -2463023 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2463039.750000 Penalty: 4907.019531
	Iteration 63Q: 3 clusters Score -2463040 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -2463056.000000 Penalty: 4907.019531
	Iteration 64Q: 3 clusters Score -2463056 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2463060.750000 Penalty: 4907.019531
	Iteration 65Q: 3 clusters Score -2463061 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2463073.500000 Penalty: 4907.019531
	Iteration 66Q: 3 clusters Score -2463074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2463095.000000 Penalty: 4907.019531
	Iteration 67Q: 3 clusters Score -2463095 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2463104.750000 Penalty: 4907.019531
	Iteration 68Q: 3 clusters Score -2463105 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2463119.250000 Penalty: 4907.019531
	Iteration 69Q: 3 clusters Score -2463119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2463135.750000 Penalty: 4907.019531
	Iteration 70Q: 3 clusters Score -2463136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2463142.000000 Penalty: 4907.019531
	Iteration 71Q: 3 clusters Score -2463142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2463151.250000 Penalty: 4907.019531
	Iteration 72Q: 3 clusters Score -2463151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2463151.750000 Penalty: 4907.019531
	Iteration 73Q: 3 clusters Score -2463152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2463156.750000 Penalty: 4907.019531
	Iteration 74Q: 3 clusters Score -2463157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2463160.250000 Penalty: 4907.019531
	Iteration 75Q: 3 clusters Score -2463160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2463161.750000 Penalty: 4907.019531
	Iteration 76Q: 3 clusters Score -2463162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2463167.500000 Penalty: 4907.019531
	Iteration 77Q: 3 clusters Score -2463168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2463171.750000 Penalty: 4907.019531
	Iteration 78Q: 3 clusters Score -2463172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2463177.250000 Penalty: 4907.019531
	Iteration 79Q: 3 clusters Score -2463177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2463186.000000 Penalty: 4907.019531
	Iteration 80F: 3 clusters Score -2463186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2463199.500000 Penalty: 4907.019531
	Iteration 81Q: 3 clusters Score -2463200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2463208.250000 Penalty: 4907.019531
	Iteration 82Q: 3 clusters Score -2463208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2463220.000000 Penalty: 4907.019531
	Iteration 83Q: 3 clusters Score -2463220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2463226.250000 Penalty: 4907.019531
	Iteration 84Q: 3 clusters Score -2463226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2463232.500000 Penalty: 4907.019531
	Iteration 85Q: 3 clusters Score -2463232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2463235.750000 Penalty: 4907.019531
	Iteration 86Q: 3 clusters Score -2463236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2463237.500000 Penalty: 4907.019531
	Iteration 87Q: 3 clusters Score -2463238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2463240.000000 Penalty: 4907.019531
	Iteration 88Q: 3 clusters Score -2463240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2463239.500000 Penalty: 4907.019531
	Iteration 89Q: 3 clusters Score -2463240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2463245.250000 Penalty: 4907.019531
	Iteration 90Q: 3 clusters Score -2463245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2463250.000000 Penalty: 4907.019531
	Iteration 91Q: 3 clusters Score -2463250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2463251.250000 Penalty: 4907.019531
	Iteration 92Q: 3 clusters Score -2463251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2463256.250000 Penalty: 4907.019531
	Iteration 93Q: 3 clusters Score -2463256 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2463269.500000 Penalty: 4907.019531
	Iteration 94Q: 3 clusters Score -2463270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2463276.000000 Penalty: 4907.019531
	Iteration 95Q: 3 clusters Score -2463276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2463282.750000 Penalty: 4907.019531
	Iteration 96Q: 3 clusters Score -2463283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2463283.000000 Penalty: 4907.019531
	Iteration 97Q: 3 clusters Score -2463283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2463285.500000 Penalty: 4907.019531
	Iteration 98Q: 3 clusters Score -2463286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2463284.750000 Penalty: 4907.019531
	Iteration 99Q: 3 clusters Score -2463285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2463292.250000 Penalty: 4907.019531
	Iteration 100F: 3 clusters Score -2463292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2463300.250000 Penalty: 4907.019531
	Iteration 101Q: 3 clusters Score -2463300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2463301.000000 Penalty: 4907.019531
	Iteration 102Q: 3 clusters Score -2463301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2463301.750000 Penalty: 4907.019531
	Iteration 103Q: 3 clusters Score -2463302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2463305.750000 Penalty: 4907.019531
	Iteration 104Q: 3 clusters Score -2463306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2463305.000000 Penalty: 4907.019531
	Iteration 105Q: 3 clusters Score -2463305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2463300.500000 Penalty: 4907.019531
	Iteration 106Q: 3 clusters Score -2463300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2463302.250000 Penalty: 4907.019531
	Iteration 107Q: 3 clusters Score -2463302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2463302.250000 Penalty: 4907.019531
	Iteration 108Q: 3 clusters Score -2463302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2463309.250000 Penalty: 4907.019531
	Iteration 109Q: 3 clusters Score -2463309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2463311.000000 Penalty: 4907.019531
	Iteration 110Q: 3 clusters Score -2463311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2463311.000000 Penalty: 4907.019531
	Iteration 111Q: 3 clusters Score -2463311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2463317.500000 Penalty: 4907.019531
	Iteration 112Q: 3 clusters Score -2463318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2463311.500000 Penalty: 4907.019531
	Iteration 113Q: 3 clusters Score -2463312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2463314.000000 Penalty: 4907.019531
	Iteration 114Q: 3 clusters Score -2463314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2463314.000000 Penalty: 4907.019531
	Iteration 115Q: 3 clusters Score -2463314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2463314.000000 Penalty: 4907.019531
	Iteration 116Q: 3 clusters Score -2463314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2463316.000000 Penalty: 4907.019531
	Iteration 117Q: 3 clusters Score -2463316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2463320.250000 Penalty: 4907.019531
	Iteration 118Q: 3 clusters Score -2463320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2463324.500000 Penalty: 4907.019531
	Iteration 119Q: 3 clusters Score -2463324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2463325.500000 Penalty: 4907.019531
	Iteration 120F: 3 clusters Score -2463326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2463323.000000 Penalty: 4907.019531
	Iteration 121Q: 3 clusters Score -2463323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2463322.250000 Penalty: 4907.019531
	Iteration 122Q: 3 clusters Score -2463322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2463328.500000 Penalty: 4907.019531
	Iteration 123Q: 3 clusters Score -2463328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2463328.500000 Penalty: 4907.019531
	Iteration 124Q: 3 clusters Score -2463328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2463330.500000 Penalty: 4907.019531
	Iteration 125Q: 3 clusters Score -2463330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2463333.500000 Penalty: 4907.019531
	Iteration 126Q: 3 clusters Score -2463334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2463335.000000 Penalty: 4907.019531
	Iteration 127Q: 3 clusters Score -2463335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2463338.250000 Penalty: 4907.019531
	Iteration 128Q: 3 clusters Score -2463338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2463333.500000 Penalty: 4907.019531
	Iteration 129Q: 3 clusters Score -2463334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2463338.000000 Penalty: 4907.019531
	Iteration 130Q: 3 clusters Score -2463338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2463340.500000 Penalty: 4907.019531
	Iteration 131Q: 3 clusters Score -2463340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2463334.750000 Penalty: 4907.019531
	Iteration 132Q: 3 clusters Score -2463335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2463335.500000 Penalty: 4907.019531
	Iteration 133Q: 3 clusters Score -2463336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2463335.500000 Penalty: 4907.019531
	Iteration 134F: 3 clusters Score -2463336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Entering Unmasked Estep 
Score: -1016712.125000 Penalty: 2257.262207
	Iteration 0F: 2 clusters Score -1016712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1009710.562500 Penalty: 4514.524414
	Iteration 0F: 3 clusters Score -1009711 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1011732.375000 Penalty: 4514.524414
	Iteration 1F: 3 clusters Score -1011732 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1012061.562500 Penalty: 4514.524414
	Iteration 2F: 3 clusters Score -1012062 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1012305.437500 Penalty: 4514.524414
	Iteration 3F: 3 clusters Score -1012305 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1012522.000000 Penalty: 4514.524414
	Iteration 4Q: 3 clusters Score -1012522 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1012716.687500 Penalty: 4514.524414
	Iteration 5Q: 3 clusters Score -1012717 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1012882.187500 Penalty: 4514.524414
	Iteration 6Q: 3 clusters Score -1012882 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1013050.312500 Penalty: 4514.524414
	Iteration 7Q: 3 clusters Score -1013050 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1013222.937500 Penalty: 4514.524414
	Iteration 8Q: 3 clusters Score -1013223 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1013417.375000 Penalty: 4514.524414
	Iteration 9Q: 3 clusters Score -1013417 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1013631.500000 Penalty: 4514.524414
	Iteration 10Q: 3 clusters Score -1013632 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1013812.000000 Penalty: 4514.524414
	Iteration 11Q: 3 clusters Score -1013812 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1013991.937500 Penalty: 4514.524414
	Iteration 12Q: 3 clusters Score -1013992 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1014149.937500 Penalty: 4514.524414
	Iteration 13Q: 3 clusters Score -1014150 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1014274.000000 Penalty: 4514.524414
	Iteration 14Q: 3 clusters Score -1014274 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1014389.562500 Penalty: 4514.524414
	Iteration 15Q: 3 clusters Score -1014390 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1014473.125000 Penalty: 4514.524414
	Iteration 16Q: 3 clusters Score -1014473 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1014546.625000 Penalty: 4514.524414
	Iteration 17Q: 3 clusters Score -1014547 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1014601.750000 Penalty: 4514.524414
	Iteration 18Q: 3 clusters Score -1014602 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1014639.687500 Penalty: 4514.524414
	Iteration 19Q: 3 clusters Score -1014640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1014668.000000 Penalty: 4514.524414
	Iteration 20F: 3 clusters Score -1014668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1014690.125000 Penalty: 4514.524414
	Iteration 21Q: 3 clusters Score -1014690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1014710.125000 Penalty: 4514.524414
	Iteration 22Q: 3 clusters Score -1014710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1014724.687500 Penalty: 4514.524414
	Iteration 23Q: 3 clusters Score -1014725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1014736.125000 Penalty: 4514.524414
	Iteration 24Q: 3 clusters Score -1014736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1014748.250000 Penalty: 4514.524414
	Iteration 25Q: 3 clusters Score -1014748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1014752.375000 Penalty: 4514.524414
	Iteration 26Q: 3 clusters Score -1014752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1014759.000000 Penalty: 4514.524414
	Iteration 27Q: 3 clusters Score -1014759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1014766.375000 Penalty: 4514.524414
	Iteration 28Q: 3 clusters Score -1014766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1014776.000000 Penalty: 4514.524414
	Iteration 29Q: 3 clusters Score -1014776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1014782.187500 Penalty: 4514.524414
	Iteration 30Q: 3 clusters Score -1014782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1014791.375000 Penalty: 4514.524414
	Iteration 31Q: 3 clusters Score -1014791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1014796.625000 Penalty: 4514.524414
	Iteration 32Q: 3 clusters Score -1014797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1014800.312500 Penalty: 4514.524414
	Iteration 33Q: 3 clusters Score -1014800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1014805.000000 Penalty: 4514.524414
	Iteration 34Q: 3 clusters Score -1014805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1014807.562500 Penalty: 4514.524414
	Iteration 35Q: 3 clusters Score -1014808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1014811.125000 Penalty: 4514.524414
	Iteration 36Q: 3 clusters Score -1014811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1014815.375000 Penalty: 4514.524414
	Iteration 37Q: 3 clusters Score -1014815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1014815.250000 Penalty: 4514.524414
	Iteration 38Q: 3 clusters Score -1014815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1014816.625000 Penalty: 4514.524414
	Iteration 39Q: 3 clusters Score -1014817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1014819.625000 Penalty: 4514.524414
	Iteration 40F: 3 clusters Score -1014820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1014820.375000 Penalty: 4514.524414
	Iteration 41Q: 3 clusters Score -1014820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1014821.437500 Penalty: 4514.524414
	Iteration 42Q: 3 clusters Score -1014821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1014821.437500 Penalty: 4514.524414
	Iteration 43F: 3 clusters Score -1014821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Entering Unmasked Estep 
Score: -771871.062500 Penalty: 2185.695801
	Iteration 0F: 2 clusters Score -771871.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -766299.500000 Penalty: 4371.391602
	Iteration 0F: 3 clusters Score -766299.5 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -767783.937500 Penalty: 4371.391602
	Iteration 1F: 3 clusters Score -767783.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -768095.250000 Penalty: 4371.391602
	Iteration 2F: 3 clusters Score -768095.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -768385.500000 Penalty: 4371.391602
	Iteration 3F: 3 clusters Score -768385.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -768667.812500 Penalty: 4371.391602
	Iteration 4F: 3 clusters Score -768667.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -768900.437500 Penalty: 4371.391602
	Iteration 5Q: 3 clusters Score -768900.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -769094.937500 Penalty: 4371.391602
	Iteration 6Q: 3 clusters Score -769094.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -769262.500000 Penalty: 4371.391602
	Iteration 7Q: 3 clusters Score -769262.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -769392.937500 Penalty: 4371.391602
	Iteration 8Q: 3 clusters Score -769392.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -769527.500000 Penalty: 4371.391602
	Iteration 9Q: 3 clusters Score -769527.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -769635.062500 Penalty: 4371.391602
	Iteration 10Q: 3 clusters Score -769635.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -769737.312500 Penalty: 4371.391602
	Iteration 11Q: 3 clusters Score -769737.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -769846.500000 Penalty: 4371.391602
	Iteration 12Q: 3 clusters Score -769846.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -769939.625000 Penalty: 4371.391602
	Iteration 13Q: 3 clusters Score -769939.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -770021.312500 Penalty: 4371.391602
	Iteration 14Q: 3 clusters Score -770021.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -770095.812500 Penalty: 4371.391602
	Iteration 15Q: 3 clusters Score -770095.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -770170.625000 Penalty: 4371.391602
	Iteration 16Q: 3 clusters Score -770170.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -770244.187500 Penalty: 4371.391602
	Iteration 17Q: 3 clusters Score -770244.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -770316.062500 Penalty: 4371.391602
	Iteration 18Q: 3 clusters Score -770316.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -770385.875000 Penalty: 4371.391602
	Iteration 19Q: 3 clusters Score -770385.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -770450.125000 Penalty: 4371.391602
	Iteration 20F: 3 clusters Score -770450.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -770501.437500 Penalty: 4371.391602
	Iteration 21Q: 3 clusters Score -770501.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -770562.437500 Penalty: 4371.391602
	Iteration 22Q: 3 clusters Score -770562.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -770640.562500 Penalty: 4371.391602
	Iteration 23Q: 3 clusters Score -770640.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -770750.750000 Penalty: 4371.391602
	Iteration 24Q: 3 clusters Score -770750.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -770857.875000 Penalty: 4371.391602
	Iteration 25Q: 3 clusters Score -770857.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -770944.125000 Penalty: 4371.391602
	Iteration 26Q: 3 clusters Score -770944.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -771009.562500 Penalty: 4371.391602
	Iteration 27Q: 3 clusters Score -771009.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -771040.625000 Penalty: 4371.391602
	Iteration 28Q: 3 clusters Score -771040.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -771061.187500 Penalty: 4371.391602
	Iteration 29Q: 3 clusters Score -771061.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -771070.750000 Penalty: 4371.391602
	Iteration 30Q: 3 clusters Score -771070.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -771081.937500 Penalty: 4371.391602
	Iteration 31Q: 3 clusters Score -771081.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -771091.062500 Penalty: 4371.391602
	Iteration 32Q: 3 clusters Score -771091.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -771094.250000 Penalty: 4371.391602
	Iteration 33Q: 3 clusters Score -771094.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -771098.000000 Penalty: 4371.391602
	Iteration 34Q: 3 clusters Score -771098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -771100.875000 Penalty: 4371.391602
	Iteration 35Q: 3 clusters Score -771100.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -771100.750000 Penalty: 4371.391602
	Iteration 36Q: 3 clusters Score -771100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -771101.187500 Penalty: 4371.391602
	Iteration 37Q: 3 clusters Score -771101.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -771101.937500 Penalty: 4371.391602
	Iteration 38Q: 3 clusters Score -771101.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -771102.062500 Penalty: 4371.391602
	Iteration 39Q: 3 clusters Score -771102.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -771103.312500 Penalty: 4371.391602
	Iteration 40F: 3 clusters Score -771103.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -771104.687500 Penalty: 4371.391602
	Iteration 41Q: 3 clusters Score -771104.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -771106.625000 Penalty: 4371.391602
	Iteration 42Q: 3 clusters Score -771106.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -771106.000000 Penalty: 4371.391602
	Iteration 43Q: 3 clusters Score -771106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -771107.437500 Penalty: 4371.391602
	Iteration 44Q: 3 clusters Score -771107.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -771106.562500 Penalty: 4371.391602
	Iteration 45Q: 3 clusters Score -771106.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -771106.562500 Penalty: 4371.391602
	Iteration 46F: 3 clusters Score -771106.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -550212.750000 Penalty: 2096.125977
	Iteration 0F: 2 clusters Score -550212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -545872.875000 Penalty: 4192.251953
	Iteration 0F: 3 clusters Score -545872.9 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -546948.000000 Penalty: 4192.251953
	Iteration 1F: 3 clusters Score -546948 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -547252.625000 Penalty: 4192.251953
	Iteration 2F: 3 clusters Score -547252.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -547517.812500 Penalty: 4192.251953
	Iteration 3F: 3 clusters Score -547517.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -547763.312500 Penalty: 4192.251953
	Iteration 4F: 3 clusters Score -547763.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -548002.937500 Penalty: 4192.251953
	Iteration 5F: 3 clusters Score -548002.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -548261.750000 Penalty: 4192.251953
	Iteration 6F: 3 clusters Score -548261.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -548475.437500 Penalty: 4192.251953
	Iteration 7F: 3 clusters Score -548475.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -548653.375000 Penalty: 4192.251953
	Iteration 8Q: 3 clusters Score -548653.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -548758.875000 Penalty: 4192.251953
	Iteration 9Q: 3 clusters Score -548758.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -548819.125000 Penalty: 4192.251953
	Iteration 10Q: 3 clusters Score -548819.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -548863.687500 Penalty: 4192.251953
	Iteration 11Q: 3 clusters Score -548863.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -548885.062500 Penalty: 4192.251953
	Iteration 12Q: 3 clusters Score -548885.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -548908.437500 Penalty: 4192.251953
	Iteration 13Q: 3 clusters Score -548908.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -548918.250000 Penalty: 4192.251953
	Iteration 14Q: 3 clusters Score -548918.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -548924.562500 Penalty: 4192.251953
	Iteration 15Q: 3 clusters Score -548924.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -548926.250000 Penalty: 4192.251953
	Iteration 16Q: 3 clusters Score -548926.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -548929.437500 Penalty: 4192.251953
	Iteration 17Q: 3 clusters Score -548929.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -548930.250000 Penalty: 4192.251953
	Iteration 18Q: 3 clusters Score -548930.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -548930.312500 Penalty: 4192.251953
	Iteration 19Q: 3 clusters Score -548930.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -548931.000000 Penalty: 4192.251953
	Iteration 20F: 3 clusters Score -548931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -548932.687500 Penalty: 4192.251953
	Iteration 21Q: 3 clusters Score -548932.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -548933.062500 Penalty: 4192.251953
	Iteration 22Q: 3 clusters Score -548933.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -548933.875000 Penalty: 4192.251953
	Iteration 23Q: 3 clusters Score -548933.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -548934.625000 Penalty: 4192.251953
	Iteration 24Q: 3 clusters Score -548934.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -548935.125000 Penalty: 4192.251953
	Iteration 25Q: 3 clusters Score -548935.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -548935.125000 Penalty: 4192.251953
	Iteration 26F: 3 clusters Score -548935.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -31060.832031 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -31060.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29847.556641 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -29847.56 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30174.308594 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -30174.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -30317.380859 Penalty: 2909.768066
	Iteration 2F: 3 clusters Score -30317.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30414.943359 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -30414.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30449.792969 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -30449.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30465.818359 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -30465.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30479.640625 Penalty: 2909.768066
	Iteration 6Q: 3 clusters Score -30479.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30494.580078 Penalty: 2909.768066
	Iteration 7Q: 3 clusters Score -30494.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -30523.259766 Penalty: 2909.768066
	Iteration 8Q: 3 clusters Score -30523.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -30559.041016 Penalty: 2909.768066
	Iteration 9Q: 3 clusters Score -30559.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -30571.474609 Penalty: 2909.768066
	Iteration 10Q: 3 clusters Score -30571.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30582.878906 Penalty: 2909.768066
	Iteration 11Q: 3 clusters Score -30582.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30616.193359 Penalty: 2909.768066
	Iteration 12Q: 3 clusters Score -30616.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30678.318359 Penalty: 2909.768066
	Iteration 13Q: 3 clusters Score -30678.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30724.666016 Penalty: 2909.768066
	Iteration 14Q: 3 clusters Score -30724.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -30729.519531 Penalty: 2909.768066
	Iteration 15Q: 3 clusters Score -30729.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30731.701172 Penalty: 2909.768066
	Iteration 16Q: 3 clusters Score -30731.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30731.701172 Penalty: 2909.768066
	Iteration 17F: 3 clusters Score -30731.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (53763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Entering Unmasked Estep 
Score: -6590602.500000 Penalty: 2701.300537
	Iteration 0F: 2 clusters Score -6590602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -6554385.000000 Penalty: 5402.601074
	Iteration 0F: 3 clusters Score -6554385 nChanged 24894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -6568477.500000 Penalty: 5402.601074
	Iteration 1F: 3 clusters Score -6568478 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -6569435.500000 Penalty: 5402.601074
	Iteration 2Q: 3 clusters Score -6569436 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -6570620.500000 Penalty: 5402.601074
	Iteration 3F: 3 clusters Score -6570620 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -6572166.000000 Penalty: 5402.601074
	Iteration 4F: 3 clusters Score -6572166 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -6574232.500000 Penalty: 5402.601074
	Iteration 5F: 3 clusters Score -6574232 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -6576730.500000 Penalty: 5402.601074
	Iteration 6F: 3 clusters Score -6576730 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -6579259.000000 Penalty: 5402.601074
	Iteration 7F: 3 clusters Score -6579259 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -6581718.500000 Penalty: 5402.601074
	Iteration 8F: 3 clusters Score -6581718 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -6583633.500000 Penalty: 5402.601074
	Iteration 9Q: 3 clusters Score -6583634 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -6584718.500000 Penalty: 5402.601074
	Iteration 10Q: 3 clusters Score -6584718 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -6585285.500000 Penalty: 5402.601074
	Iteration 11Q: 3 clusters Score -6585286 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -6585770.500000 Penalty: 5402.601074
	Iteration 12Q: 3 clusters Score -6585770 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -6586105.000000 Penalty: 5402.601074
	Iteration 13Q: 3 clusters Score -6586105 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -6586373.000000 Penalty: 5402.601074
	Iteration 14Q: 3 clusters Score -6586373 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -6586615.500000 Penalty: 5402.601074
	Iteration 15Q: 3 clusters Score -6586616 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -6586811.000000 Penalty: 5402.601074
	Iteration 16Q: 3 clusters Score -6586811 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -6586957.500000 Penalty: 5402.601074
	Iteration 17Q: 3 clusters Score -6586958 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -6587081.000000 Penalty: 5402.601074
	Iteration 18Q: 3 clusters Score -6587081 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -6587161.500000 Penalty: 5402.601074
	Iteration 19Q: 3 clusters Score -6587162 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -6587249.000000 Penalty: 5402.601074
	Iteration 20F: 3 clusters Score -6587249 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -6587301.500000 Penalty: 5402.601074
	Iteration 21Q: 3 clusters Score -6587302 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -6587366.500000 Penalty: 5402.601074
	Iteration 22Q: 3 clusters Score -6587366 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -6587428.000000 Penalty: 5402.601074
	Iteration 23Q: 3 clusters Score -6587428 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -6587467.500000 Penalty: 5402.601074
	Iteration 24Q: 3 clusters Score -6587468 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -6587524.500000 Penalty: 5402.601074
	Iteration 25Q: 3 clusters Score -6587524 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -6587564.500000 Penalty: 5402.601074
	Iteration 26Q: 3 clusters Score -6587564 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -6587608.000000 Penalty: 5402.601074
	Iteration 27Q: 3 clusters Score -6587608 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -6587613.500000 Penalty: 5402.601074
	Iteration 28Q: 3 clusters Score -6587614 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -6587630.500000 Penalty: 5402.601074
	Iteration 29Q: 3 clusters Score -6587630 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -6587655.500000 Penalty: 5402.601074
	Iteration 30Q: 3 clusters Score -6587656 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -6587685.000000 Penalty: 5402.601074
	Iteration 31Q: 3 clusters Score -6587685 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -6587696.500000 Penalty: 5402.601074
	Iteration 32Q: 3 clusters Score -6587696 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -6587742.000000 Penalty: 5402.601074
	Iteration 33Q: 3 clusters Score -6587742 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -6587777.000000 Penalty: 5402.601074
	Iteration 34Q: 3 clusters Score -6587777 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -6587799.000000 Penalty: 5402.601074
	Iteration 35Q: 3 clusters Score -6587799 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -6587823.500000 Penalty: 5402.601074
	Iteration 36Q: 3 clusters Score -6587824 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -6587860.500000 Penalty: 5402.601074
	Iteration 37Q: 3 clusters Score -6587860 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -6587898.000000 Penalty: 5402.601074
	Iteration 38Q: 3 clusters Score -6587898 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -6587915.000000 Penalty: 5402.601074
	Iteration 39Q: 3 clusters Score -6587915 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -6587956.000000 Penalty: 5402.601074
	Iteration 40F: 3 clusters Score -6587956 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -6588014.500000 Penalty: 5402.601074
	Iteration 41Q: 3 clusters Score -6588014 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -6588027.000000 Penalty: 5402.601074
	Iteration 42Q: 3 clusters Score -6588027 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -6588042.000000 Penalty: 5402.601074
	Iteration 43Q: 3 clusters Score -6588042 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -6588068.500000 Penalty: 5402.601074
	Iteration 44Q: 3 clusters Score -6588068 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -6588093.500000 Penalty: 5402.601074
	Iteration 45Q: 3 clusters Score -6588094 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -6588100.500000 Penalty: 5402.601074
	Iteration 46Q: 3 clusters Score -6588100 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -6588112.500000 Penalty: 5402.601074
	Iteration 47Q: 3 clusters Score -6588112 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -6588129.500000 Penalty: 5402.601074
	Iteration 48Q: 3 clusters Score -6588130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -6588130.000000 Penalty: 5402.601074
	Iteration 49Q: 3 clusters Score -6588130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -6588129.000000 Penalty: 5402.601074
	Iteration 50Q: 3 clusters Score -6588129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6588143.000000 Penalty: 5402.601074
	Iteration 51Q: 3 clusters Score -6588143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -6588142.500000 Penalty: 5402.601074
	Iteration 52Q: 3 clusters Score -6588142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -6588142.500000 Penalty: 5402.601074
	Iteration 53Q: 3 clusters Score -6588142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -6588152.000000 Penalty: 5402.601074
	Iteration 54Q: 3 clusters Score -6588152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -6588146.000000 Penalty: 5402.601074
	Iteration 55Q: 3 clusters Score -6588146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51098 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -6588153.500000 Penalty: 5402.601074
	Iteration 56Q: 3 clusters Score -6588154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -6588148.000000 Penalty: 5402.601074
	Iteration 57Q: 3 clusters Score -6588148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -6588160.500000 Penalty: 5402.601074
	Iteration 58Q: 3 clusters Score -6588160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -6588166.500000 Penalty: 5402.601074
	Iteration 59Q: 3 clusters Score -6588166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6588169.500000 Penalty: 5402.601074
	Iteration 60F: 3 clusters Score -6588170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6588165.000000 Penalty: 5402.601074
	Iteration 61Q: 3 clusters Score -6588165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51189 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -6588171.500000 Penalty: 5402.601074
	Iteration 62Q: 3 clusters Score -6588172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -6588167.000000 Penalty: 5402.601074
	Iteration 63Q: 3 clusters Score -6588167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -6588179.500000 Penalty: 5402.601074
	Iteration 64Q: 3 clusters Score -6588180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6588174.500000 Penalty: 5402.601074
	Iteration 65Q: 3 clusters Score -6588174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -6588175.000000 Penalty: 5402.601074
	Iteration 66Q: 3 clusters Score -6588175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6588190.000000 Penalty: 5402.601074
	Iteration 67Q: 3 clusters Score -6588190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6588200.000000 Penalty: 5402.601074
	Iteration 68Q: 3 clusters Score -6588200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -6588193.500000 Penalty: 5402.601074
	Iteration 69Q: 3 clusters Score -6588194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6588198.000000 Penalty: 5402.601074
	Iteration 70Q: 3 clusters Score -6588198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -6588199.000000 Penalty: 5402.601074
	Iteration 71Q: 3 clusters Score -6588199 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -6588195.000000 Penalty: 5402.601074
	Iteration 72Q: 3 clusters Score -6588195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -6588204.500000 Penalty: 5402.601074
	Iteration 73Q: 3 clusters Score -6588204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6588208.500000 Penalty: 5402.601074
	Iteration 74Q: 3 clusters Score -6588208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -6588200.500000 Penalty: 5402.601074
	Iteration 75Q: 3 clusters Score -6588200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6588209.500000 Penalty: 5402.601074
	Iteration 76Q: 3 clusters Score -6588210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -6588209.500000 Penalty: 5402.601074
	Iteration 77Q: 3 clusters Score -6588210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -6588207.000000 Penalty: 5402.601074
	Iteration 78Q: 3 clusters Score -6588207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -6588209.500000 Penalty: 5402.601074
	Iteration 79Q: 3 clusters Score -6588210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -6588204.500000 Penalty: 5402.601074
	Iteration 80F: 3 clusters Score -6588204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -6588210.000000 Penalty: 5402.601074
	Iteration 81Q: 3 clusters Score -6588210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -6588214.000000 Penalty: 5402.601074
	Iteration 82Q: 3 clusters Score -6588214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -6588217.500000 Penalty: 5402.601074
	Iteration 83Q: 3 clusters Score -6588218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -6588214.500000 Penalty: 5402.601074
	Iteration 84Q: 3 clusters Score -6588214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -6588212.500000 Penalty: 5402.601074
	Iteration 85Q: 3 clusters Score -6588212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -6588210.500000 Penalty: 5402.601074
	Iteration 86Q: 3 clusters Score -6588210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -6588207.500000 Penalty: 5402.601074
	Iteration 87Q: 3 clusters Score -6588208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -6588200.000000 Penalty: 5402.601074
	Iteration 88Q: 3 clusters Score -6588200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -6588202.000000 Penalty: 5402.601074
	Iteration 89Q: 3 clusters Score -6588202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -6588206.000000 Penalty: 5402.601074
	Iteration 90Q: 3 clusters Score -6588206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6588215.000000 Penalty: 5402.601074
	Iteration 91Q: 3 clusters Score -6588215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -6588219.500000 Penalty: 5402.601074
	Iteration 92Q: 3 clusters Score -6588220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -6588224.000000 Penalty: 5402.601074
	Iteration 93Q: 3 clusters Score -6588224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6588217.000000 Penalty: 5402.601074
	Iteration 94Q: 3 clusters Score -6588217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -6588223.500000 Penalty: 5402.601074
	Iteration 95Q: 3 clusters Score -6588224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -6588217.500000 Penalty: 5402.601074
	Iteration 96Q: 3 clusters Score -6588218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -6588225.000000 Penalty: 5402.601074
	Iteration 97Q: 3 clusters Score -6588225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -6588221.000000 Penalty: 5402.601074
	Iteration 98Q: 3 clusters Score -6588221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -6588232.000000 Penalty: 5402.601074
	Iteration 99Q: 3 clusters Score -6588232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -6588229.000000 Penalty: 5402.601074
	Iteration 100F: 3 clusters Score -6588229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Entering Unmasked Estep 
Score: -244956.515625 Penalty: 1894.153687
	Iteration 0F: 2 clusters Score -244956.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -242263.968750 Penalty: 3788.307373
	Iteration 0F: 3 clusters Score -242264 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -242745.484375 Penalty: 3788.307373
	Iteration 1F: 3 clusters Score -242745.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -242884.140625 Penalty: 3788.307373
	Iteration 2F: 3 clusters Score -242884.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -242952.843750 Penalty: 3788.307373
	Iteration 3Q: 3 clusters Score -242952.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -243001.234375 Penalty: 3788.307373
	Iteration 4Q: 3 clusters Score -243001.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -243036.546875 Penalty: 3788.307373
	Iteration 5Q: 3 clusters Score -243036.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -243061.031250 Penalty: 3788.307373
	Iteration 6Q: 3 clusters Score -243061 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -243077.203125 Penalty: 3788.307373
	Iteration 7Q: 3 clusters Score -243077.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -243089.171875 Penalty: 3788.307373
	Iteration 8Q: 3 clusters Score -243089.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -243099.828125 Penalty: 3788.307373
	Iteration 9Q: 3 clusters Score -243099.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -243110.875000 Penalty: 3788.307373
	Iteration 10Q: 3 clusters Score -243110.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -243120.531250 Penalty: 3788.307373
	Iteration 11Q: 3 clusters Score -243120.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -243131.390625 Penalty: 3788.307373
	Iteration 12Q: 3 clusters Score -243131.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -243145.828125 Penalty: 3788.307373
	Iteration 13Q: 3 clusters Score -243145.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -243163.625000 Penalty: 3788.307373
	Iteration 14Q: 3 clusters Score -243163.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -243184.625000 Penalty: 3788.307373
	Iteration 15Q: 3 clusters Score -243184.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -243203.734375 Penalty: 3788.307373
	Iteration 16Q: 3 clusters Score -243203.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -243224.875000 Penalty: 3788.307373
	Iteration 17Q: 3 clusters Score -243224.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -243247.843750 Penalty: 3788.307373
	Iteration 18Q: 3 clusters Score -243247.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -243268.140625 Penalty: 3788.307373
	Iteration 19Q: 3 clusters Score -243268.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -243291.562500 Penalty: 3788.307373
	Iteration 20F: 3 clusters Score -243291.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -243323.312500 Penalty: 3788.307373
	Iteration 21Q: 3 clusters Score -243323.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -243347.234375 Penalty: 3788.307373
	Iteration 22Q: 3 clusters Score -243347.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -243358.656250 Penalty: 3788.307373
	Iteration 23Q: 3 clusters Score -243358.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -243367.015625 Penalty: 3788.307373
	Iteration 24Q: 3 clusters Score -243367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -243378.375000 Penalty: 3788.307373
	Iteration 25Q: 3 clusters Score -243378.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -243388.296875 Penalty: 3788.307373
	Iteration 26Q: 3 clusters Score -243388.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -243398.000000 Penalty: 3788.307373
	Iteration 27Q: 3 clusters Score -243398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -243412.531250 Penalty: 3788.307373
	Iteration 28Q: 3 clusters Score -243412.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -243419.812500 Penalty: 3788.307373
	Iteration 29Q: 3 clusters Score -243419.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -243426.890625 Penalty: 3788.307373
	Iteration 30Q: 3 clusters Score -243426.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -243430.359375 Penalty: 3788.307373
	Iteration 31Q: 3 clusters Score -243430.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -243432.421875 Penalty: 3788.307373
	Iteration 32Q: 3 clusters Score -243432.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -243433.656250 Penalty: 3788.307373
	Iteration 33Q: 3 clusters Score -243433.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -243435.609375 Penalty: 3788.307373
	Iteration 34Q: 3 clusters Score -243435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -243435.890625 Penalty: 3788.307373
	Iteration 35Q: 3 clusters Score -243435.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -243436.921875 Penalty: 3788.307373
	Iteration 36Q: 3 clusters Score -243436.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -243437.890625 Penalty: 3788.307373
	Iteration 37Q: 3 clusters Score -243437.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -243441.468750 Penalty: 3788.307373
	Iteration 38Q: 3 clusters Score -243441.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -243446.093750 Penalty: 3788.307373
	Iteration 39Q: 3 clusters Score -243446.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -243449.125000 Penalty: 3788.307373
	Iteration 40F: 3 clusters Score -243449.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -243450.578125 Penalty: 3788.307373
	Iteration 41Q: 3 clusters Score -243450.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -243450.578125 Penalty: 3788.307373
	Iteration 42F: 3 clusters Score -243450.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Entering Unmasked Estep 
Score: -307991.312500 Penalty: 1953.123779
	Iteration 0F: 2 clusters Score -307991.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -304979.843750 Penalty: 3906.247559
	Iteration 0F: 3 clusters Score -304979.8 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -305554.031250 Penalty: 3906.247559
	Iteration 1F: 3 clusters Score -305554 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -305705.406250 Penalty: 3906.247559
	Iteration 2F: 3 clusters Score -305705.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -305804.187500 Penalty: 3906.247559
	Iteration 3Q: 3 clusters Score -305804.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -305862.375000 Penalty: 3906.247559
	Iteration 4Q: 3 clusters Score -305862.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -305900.062500 Penalty: 3906.247559
	Iteration 5Q: 3 clusters Score -305900.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -305927.750000 Penalty: 3906.247559
	Iteration 6Q: 3 clusters Score -305927.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -305952.781250 Penalty: 3906.247559
	Iteration 7Q: 3 clusters Score -305952.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -305976.687500 Penalty: 3906.247559
	Iteration 8Q: 3 clusters Score -305976.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -305999.125000 Penalty: 3906.247559
	Iteration 9Q: 3 clusters Score -305999.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -306025.031250 Penalty: 3906.247559
	Iteration 10Q: 3 clusters Score -306025 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -306045.718750 Penalty: 3906.247559
	Iteration 11Q: 3 clusters Score -306045.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -306067.125000 Penalty: 3906.247559
	Iteration 12Q: 3 clusters Score -306067.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -306088.656250 Penalty: 3906.247559
	Iteration 13Q: 3 clusters Score -306088.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -306102.031250 Penalty: 3906.247559
	Iteration 14Q: 3 clusters Score -306102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -306118.968750 Penalty: 3906.247559
	Iteration 15Q: 3 clusters Score -306119 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -306132.281250 Penalty: 3906.247559
	Iteration 16Q: 3 clusters Score -306132.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -306145.125000 Penalty: 3906.247559
	Iteration 17Q: 3 clusters Score -306145.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -306160.343750 Penalty: 3906.247559
	Iteration 18Q: 3 clusters Score -306160.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -306182.343750 Penalty: 3906.247559
	Iteration 19Q: 3 clusters Score -306182.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -306199.625000 Penalty: 3906.247559
	Iteration 20F: 3 clusters Score -306199.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -306215.031250 Penalty: 3906.247559
	Iteration 21Q: 3 clusters Score -306215 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -306231.906250 Penalty: 3906.247559
	Iteration 22Q: 3 clusters Score -306231.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -306246.375000 Penalty: 3906.247559
	Iteration 23Q: 3 clusters Score -306246.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -306257.250000 Penalty: 3906.247559
	Iteration 24Q: 3 clusters Score -306257.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -306264.156250 Penalty: 3906.247559
	Iteration 25Q: 3 clusters Score -306264.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -306274.375000 Penalty: 3906.247559
	Iteration 26Q: 3 clusters Score -306274.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -306282.406250 Penalty: 3906.247559
	Iteration 27Q: 3 clusters Score -306282.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -306288.875000 Penalty: 3906.247559
	Iteration 28Q: 3 clusters Score -306288.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -306294.593750 Penalty: 3906.247559
	Iteration 29Q: 3 clusters Score -306294.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -306298.531250 Penalty: 3906.247559
	Iteration 30Q: 3 clusters Score -306298.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -306303.031250 Penalty: 3906.247559
	Iteration 31Q: 3 clusters Score -306303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -306305.750000 Penalty: 3906.247559
	Iteration 32Q: 3 clusters Score -306305.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -306308.250000 Penalty: 3906.247559
	Iteration 33Q: 3 clusters Score -306308.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -306310.562500 Penalty: 3906.247559
	Iteration 34Q: 3 clusters Score -306310.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -306310.968750 Penalty: 3906.247559
	Iteration 35Q: 3 clusters Score -306311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -306313.656250 Penalty: 3906.247559
	Iteration 36Q: 3 clusters Score -306313.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -306316.812500 Penalty: 3906.247559
	Iteration 37Q: 3 clusters Score -306316.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -306319.531250 Penalty: 3906.247559
	Iteration 38Q: 3 clusters Score -306319.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -306319.531250 Penalty: 3906.247559
	Iteration 39F: 3 clusters Score -306319.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Entering Unmasked Estep 
Score: -727850.250000 Penalty: 2162.390625
	Iteration 0F: 2 clusters Score -727850.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -722700.562500 Penalty: 4324.781250
	Iteration 0F: 3 clusters Score -722700.6 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -724033.937500 Penalty: 4324.781250
	Iteration 1F: 3 clusters Score -724033.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -724311.937500 Penalty: 4324.781250
	Iteration 2F: 3 clusters Score -724311.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -724565.000000 Penalty: 4324.781250
	Iteration 3F: 3 clusters Score -724565 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -724838.250000 Penalty: 4324.781250
	Iteration 4F: 3 clusters Score -724838.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -725128.500000 Penalty: 4324.781250
	Iteration 5F: 3 clusters Score -725128.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -725378.937500 Penalty: 4324.781250
	Iteration 6F: 3 clusters Score -725378.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -725604.500000 Penalty: 4324.781250
	Iteration 7Q: 3 clusters Score -725604.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -725801.562500 Penalty: 4324.781250
	Iteration 8Q: 3 clusters Score -725801.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -725948.875000 Penalty: 4324.781250
	Iteration 9Q: 3 clusters Score -725948.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -726072.500000 Penalty: 4324.781250
	Iteration 10Q: 3 clusters Score -726072.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -726165.562500 Penalty: 4324.781250
	Iteration 11Q: 3 clusters Score -726165.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -726216.437500 Penalty: 4324.781250
	Iteration 12Q: 3 clusters Score -726216.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -726256.187500 Penalty: 4324.781250
	Iteration 13Q: 3 clusters Score -726256.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -726282.250000 Penalty: 4324.781250
	Iteration 14Q: 3 clusters Score -726282.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -726314.250000 Penalty: 4324.781250
	Iteration 15Q: 3 clusters Score -726314.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -726341.875000 Penalty: 4324.781250
	Iteration 16Q: 3 clusters Score -726341.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -726365.312500 Penalty: 4324.781250
	Iteration 17Q: 3 clusters Score -726365.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -726384.750000 Penalty: 4324.781250
	Iteration 18Q: 3 clusters Score -726384.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -726395.812500 Penalty: 4324.781250
	Iteration 19Q: 3 clusters Score -726395.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -726405.625000 Penalty: 4324.781250
	Iteration 20F: 3 clusters Score -726405.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -726417.125000 Penalty: 4324.781250
	Iteration 21Q: 3 clusters Score -726417.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -726425.500000 Penalty: 4324.781250
	Iteration 22Q: 3 clusters Score -726425.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -726432.937500 Penalty: 4324.781250
	Iteration 23Q: 3 clusters Score -726432.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -726436.312500 Penalty: 4324.781250
	Iteration 24Q: 3 clusters Score -726436.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -726440.187500 Penalty: 4324.781250
	Iteration 25Q: 3 clusters Score -726440.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -726442.687500 Penalty: 4324.781250
	Iteration 26Q: 3 clusters Score -726442.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -726445.625000 Penalty: 4324.781250
	Iteration 27Q: 3 clusters Score -726445.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -726447.562500 Penalty: 4324.781250
	Iteration 28Q: 3 clusters Score -726447.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -726449.687500 Penalty: 4324.781250
	Iteration 29Q: 3 clusters Score -726449.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -726450.125000 Penalty: 4324.781250
	Iteration 30Q: 3 clusters Score -726450.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -726452.750000 Penalty: 4324.781250
	Iteration 31Q: 3 clusters Score -726452.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -726453.375000 Penalty: 4324.781250
	Iteration 32Q: 3 clusters Score -726453.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -726454.562500 Penalty: 4324.781250
	Iteration 33Q: 3 clusters Score -726454.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -726455.562500 Penalty: 4324.781250
	Iteration 34Q: 3 clusters Score -726455.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -726456.562500 Penalty: 4324.781250
	Iteration 35Q: 3 clusters Score -726456.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -726456.437500 Penalty: 4324.781250
	Iteration 36Q: 3 clusters Score -726456.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -726456.437500 Penalty: 4324.781250
	Iteration 37F: 3 clusters Score -726456.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -57567.386719 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -57567.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56012.429688 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -56012.43 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -56217.019531 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -56217.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -56402.000000 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -56402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56721.722656 Penalty: 3131.519775
	Iteration 3Q: 3 clusters Score -56721.72 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -56814.875000 Penalty: 3131.519775
	Iteration 4F: 3 clusters Score -56814.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -56890.867188 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -56890.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -56929.648438 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -56929.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -56950.148438 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -56950.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -56959.859375 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -56959.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -56961.996094 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -56962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -56965.066406 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -56965.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -56965.066406 Penalty: 3131.519775
	Iteration 11F: 3 clusters Score -56965.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (244521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244521 members 
Entering Unmasked Estep 
Score: -30079914.000000 Penalty: 3076.950195
	Iteration 0F: 2 clusters Score -3.007991e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121749 members 
Mstep: Class 2 contains 122772 members 
Entering Unmasked Estep 
Score: -29922706.000000 Penalty: 6153.900391
	Iteration 0F: 3 clusters Score -2.992271e+07 nChanged 117749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112104 members 
Mstep: Class 2 contains 132417 members 
Entering Unmasked Estep 
Score: -29992762.000000 Penalty: 6153.900391
	Iteration 1F: 3 clusters Score -2.999276e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106067 members 
Mstep: Class 2 contains 138454 members 
Entering Unmasked Estep 
Score: -29994652.000000 Penalty: 6153.900391
	Iteration 2Q: 3 clusters Score -2.999465e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96604 members 
Mstep: Class 2 contains 147917 members 
Entering Unmasked Estep 
Score: -29998472.000000 Penalty: 6153.900391
	Iteration 3Q: 3 clusters Score -2.999847e+07 nChanged 14291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82531 members 
Mstep: Class 2 contains 161990 members 
Entering Unmasked Estep 
Score: -30006264.000000 Penalty: 6153.900391
	Iteration 4F: 3 clusters Score -3.000626e+07 nChanged 19966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 181930 members 
Entering Unmasked Estep 
Score: -30021426.000000 Penalty: 6153.900391
	Iteration 5F: 3 clusters Score -3.002143e+07 nChanged 24364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 206292 members 
Entering Unmasked Estep 
Score: -30043530.000000 Penalty: 6153.900391
	Iteration 6F: 3 clusters Score -3.004353e+07 nChanged 21843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 228135 members 
Entering Unmasked Estep 
Score: -30063624.000000 Penalty: 6153.900391
	Iteration 7F: 3 clusters Score -3.006362e+07 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 239846 members 
Entering Unmasked Estep 
Score: -30073214.000000 Penalty: 6153.900391
	Iteration 8Q: 3 clusters Score -3.007321e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 243468 members 
Entering Unmasked Estep 
Score: -30076180.000000 Penalty: 6153.900391
	Iteration 9Q: 3 clusters Score -3.007618e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 244168 members 
Entering Unmasked Estep 
Score: -30076838.000000 Penalty: 6153.900391
	Iteration 10Q: 3 clusters Score -3.007684e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 244301 members 
Entering Unmasked Estep 
Score: -30077032.000000 Penalty: 6153.900391
	Iteration 11Q: 3 clusters Score -3.007703e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 244329 members 
Entering Unmasked Estep 
Score: -30077094.000000 Penalty: 6153.900391
	Iteration 12Q: 3 clusters Score -3.007709e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 244344 members 
Entering Unmasked Estep 
Score: -30077138.000000 Penalty: 6153.900391
	Iteration 13Q: 3 clusters Score -3.007714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 244349 members 
Entering Unmasked Estep 
Score: -30077168.000000 Penalty: 6153.900391
	Iteration 14Q: 3 clusters Score -3.007717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 244351 members 
Entering Unmasked Estep 
Score: -30077160.000000 Penalty: 6153.900391
	Iteration 15Q: 3 clusters Score -3.007716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 244351 members 
Entering Unmasked Estep 
Score: -30077172.000000 Penalty: 6153.900391
	Iteration 16Q: 3 clusters Score -3.007717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 244352 members 
Entering Unmasked Estep 
Score: -30077182.000000 Penalty: 6153.900391
	Iteration 17Q: 3 clusters Score -3.007718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 244352 members 
Entering Unmasked Estep 
Score: -30077182.000000 Penalty: 6153.900391
	Iteration 18F: 3 clusters Score -3.007718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Entering Unmasked Estep 
Score: -1377661.000000 Penalty: 2311.160400
	Iteration 0F: 2 clusters Score -1377661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1369278.750000 Penalty: 4622.320801
	Iteration 0F: 3 clusters Score -1369279 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1371773.250000 Penalty: 4622.320801
	Iteration 1F: 3 clusters Score -1371773 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1372127.250000 Penalty: 4622.320801
	Iteration 2F: 3 clusters Score -1372127 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1372448.625000 Penalty: 4622.320801
	Iteration 3F: 3 clusters Score -1372449 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1372758.625000 Penalty: 4622.320801
	Iteration 4F: 3 clusters Score -1372759 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1373140.875000 Penalty: 4622.320801
	Iteration 5F: 3 clusters Score -1373141 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1373615.625000 Penalty: 4622.320801
	Iteration 6F: 3 clusters Score -1373616 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1374145.875000 Penalty: 4622.320801
	Iteration 7F: 3 clusters Score -1374146 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1374652.125000 Penalty: 4622.320801
	Iteration 8F: 3 clusters Score -1374652 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1375104.875000 Penalty: 4622.320801
	Iteration 9Q: 3 clusters Score -1375105 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1375458.125000 Penalty: 4622.320801
	Iteration 10Q: 3 clusters Score -1375458 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1375664.625000 Penalty: 4622.320801
	Iteration 11Q: 3 clusters Score -1375665 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1375787.000000 Penalty: 4622.320801
	Iteration 12Q: 3 clusters Score -1375787 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1375864.000000 Penalty: 4622.320801
	Iteration 13Q: 3 clusters Score -1375864 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1375914.750000 Penalty: 4622.320801
	Iteration 14Q: 3 clusters Score -1375915 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1375963.625000 Penalty: 4622.320801
	Iteration 15Q: 3 clusters Score -1375964 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1375992.375000 Penalty: 4622.320801
	Iteration 16Q: 3 clusters Score -1375992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1376024.875000 Penalty: 4622.320801
	Iteration 17Q: 3 clusters Score -1376025 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1376049.250000 Penalty: 4622.320801
	Iteration 18Q: 3 clusters Score -1376049 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1376070.875000 Penalty: 4622.320801
	Iteration 19Q: 3 clusters Score -1376071 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1376088.875000 Penalty: 4622.320801
	Iteration 20F: 3 clusters Score -1376089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1376098.250000 Penalty: 4622.320801
	Iteration 21Q: 3 clusters Score -1376098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1376110.000000 Penalty: 4622.320801
	Iteration 22Q: 3 clusters Score -1376110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1376121.125000 Penalty: 4622.320801
	Iteration 23Q: 3 clusters Score -1376121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1376123.750000 Penalty: 4622.320801
	Iteration 24Q: 3 clusters Score -1376124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1376127.875000 Penalty: 4622.320801
	Iteration 25Q: 3 clusters Score -1376128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1376137.375000 Penalty: 4622.320801
	Iteration 26Q: 3 clusters Score -1376137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1376143.625000 Penalty: 4622.320801
	Iteration 27Q: 3 clusters Score -1376144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1376149.000000 Penalty: 4622.320801
	Iteration 28Q: 3 clusters Score -1376149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1376155.875000 Penalty: 4622.320801
	Iteration 29Q: 3 clusters Score -1376156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1376158.875000 Penalty: 4622.320801
	Iteration 30Q: 3 clusters Score -1376159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1376155.125000 Penalty: 4622.320801
	Iteration 31Q: 3 clusters Score -1376155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1376158.750000 Penalty: 4622.320801
	Iteration 32Q: 3 clusters Score -1376159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1376158.750000 Penalty: 4622.320801
	Iteration 33Q: 3 clusters Score -1376159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1376157.750000 Penalty: 4622.320801
	Iteration 34Q: 3 clusters Score -1376158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1376161.750000 Penalty: 4622.320801
	Iteration 35Q: 3 clusters Score -1376162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1376163.750000 Penalty: 4622.320801
	Iteration 36Q: 3 clusters Score -1376164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1376160.750000 Penalty: 4622.320801
	Iteration 37Q: 3 clusters Score -1376161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1376161.000000 Penalty: 4622.320801
	Iteration 38Q: 3 clusters Score -1376161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1376163.125000 Penalty: 4622.320801
	Iteration 39Q: 3 clusters Score -1376163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1376163.125000 Penalty: 4622.320801
	Iteration 40F: 3 clusters Score -1376163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -56208.566406 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -56208.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54723.960938 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -54723.96 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54907.949219 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -54907.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54974.679688 Penalty: 3070.396484
	Iteration 2Q: 3 clusters Score -54974.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55022.671875 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -55022.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55060.851562 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -55060.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55076.613281 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -55076.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -55078.929688 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -55078.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -55080.906250 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -55080.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -55090.691406 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -55090.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55099.156250 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -55099.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55100.585938 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -55100.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -55100.585938 Penalty: 3070.396484
	Iteration 11F: 3 clusters Score -55100.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Entering Unmasked Estep 
Score: -241848.015625 Penalty: 1923.430298
	Iteration 0F: 2 clusters Score -241848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -239009.703125 Penalty: 3846.860596
	Iteration 0F: 3 clusters Score -239009.7 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -239627.750000 Penalty: 3846.860596
	Iteration 1F: 3 clusters Score -239627.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -239832.625000 Penalty: 3846.860596
	Iteration 2F: 3 clusters Score -239832.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -239997.156250 Penalty: 3846.860596
	Iteration 3F: 3 clusters Score -239997.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -240149.453125 Penalty: 3846.860596
	Iteration 4Q: 3 clusters Score -240149.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -240294.109375 Penalty: 3846.860596
	Iteration 5F: 3 clusters Score -240294.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -240434.718750 Penalty: 3846.860596
	Iteration 6Q: 3 clusters Score -240434.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -240537.812500 Penalty: 3846.860596
	Iteration 7Q: 3 clusters Score -240537.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -240614.062500 Penalty: 3846.860596
	Iteration 8Q: 3 clusters Score -240614.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -240666.203125 Penalty: 3846.860596
	Iteration 9Q: 3 clusters Score -240666.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -240694.609375 Penalty: 3846.860596
	Iteration 10Q: 3 clusters Score -240694.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -240723.000000 Penalty: 3846.860596
	Iteration 11Q: 3 clusters Score -240723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -240741.343750 Penalty: 3846.860596
	Iteration 12Q: 3 clusters Score -240741.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -240754.421875 Penalty: 3846.860596
	Iteration 13Q: 3 clusters Score -240754.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -240773.031250 Penalty: 3846.860596
	Iteration 14Q: 3 clusters Score -240773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -240781.953125 Penalty: 3846.860596
	Iteration 15Q: 3 clusters Score -240782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -240789.531250 Penalty: 3846.860596
	Iteration 16Q: 3 clusters Score -240789.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -240793.359375 Penalty: 3846.860596
	Iteration 17Q: 3 clusters Score -240793.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -240797.812500 Penalty: 3846.860596
	Iteration 18Q: 3 clusters Score -240797.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -240799.578125 Penalty: 3846.860596
	Iteration 19Q: 3 clusters Score -240799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -240800.437500 Penalty: 3846.860596
	Iteration 20F: 3 clusters Score -240800.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -240801.281250 Penalty: 3846.860596
	Iteration 21Q: 3 clusters Score -240801.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -240801.593750 Penalty: 3846.860596
	Iteration 22Q: 3 clusters Score -240801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -240801.765625 Penalty: 3846.860596
	Iteration 23Q: 3 clusters Score -240801.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -240801.765625 Penalty: 3846.860596
	Iteration 24F: 3 clusters Score -240801.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (213295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213295 members 
Entering Unmasked Estep 
Score: -26258208.000000 Penalty: 3043.066895
	Iteration 0F: 2 clusters Score -2.625821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106638 members 
Mstep: Class 2 contains 106657 members 
Entering Unmasked Estep 
Score: -26117388.000000 Penalty: 6086.133789
	Iteration 0F: 3 clusters Score -2.611739e+07 nChanged 102806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105794 members 
Mstep: Class 2 contains 107501 members 
Entering Unmasked Estep 
Score: -26178228.000000 Penalty: 6086.133789
	Iteration 1F: 3 clusters Score -2.617823e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105873 members 
Mstep: Class 2 contains 107422 members 
Entering Unmasked Estep 
Score: -26179762.000000 Penalty: 6086.133789
	Iteration 2Q: 3 clusters Score -2.617976e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106008 members 
Mstep: Class 2 contains 107287 members 
Entering Unmasked Estep 
Score: -26181672.000000 Penalty: 6086.133789
	Iteration 3Q: 3 clusters Score -2.618167e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106264 members 
Mstep: Class 2 contains 107031 members 
Entering Unmasked Estep 
Score: -26184332.000000 Penalty: 6086.133789
	Iteration 4Q: 3 clusters Score -2.618433e+07 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106864 members 
Mstep: Class 2 contains 106431 members 
Entering Unmasked Estep 
Score: -26188424.000000 Penalty: 6086.133789
	Iteration 5Q: 3 clusters Score -2.618842e+07 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107802 members 
Mstep: Class 2 contains 105493 members 
Entering Unmasked Estep 
Score: -26194862.000000 Penalty: 6086.133789
	Iteration 6F: 3 clusters Score -2.619486e+07 nChanged 12786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108982 members 
Mstep: Class 2 contains 104313 members 
Entering Unmasked Estep 
Score: -26204410.000000 Penalty: 6086.133789
	Iteration 7F: 3 clusters Score -2.620441e+07 nChanged 13629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110193 members 
Mstep: Class 2 contains 103102 members 
Entering Unmasked Estep 
Score: -26213956.000000 Penalty: 6086.133789
	Iteration 8F: 3 clusters Score -2.621396e+07 nChanged 11427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111024 members 
Mstep: Class 2 contains 102271 members 
Entering Unmasked Estep 
Score: -26219278.000000 Penalty: 6086.133789
	Iteration 9F: 3 clusters Score -2.621928e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111847 members 
Mstep: Class 2 contains 101448 members 
Entering Unmasked Estep 
Score: -26220706.000000 Penalty: 6086.133789
	Iteration 10Q: 3 clusters Score -2.622071e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112717 members 
Mstep: Class 2 contains 100578 members 
Entering Unmasked Estep 
Score: -26221014.000000 Penalty: 6086.133789
	Iteration 11Q: 3 clusters Score -2.622101e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113629 members 
Mstep: Class 2 contains 99666 members 
Entering Unmasked Estep 
Score: -26221260.000000 Penalty: 6086.133789
	Iteration 12Q: 3 clusters Score -2.622126e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114581 members 
Mstep: Class 2 contains 98714 members 
Entering Unmasked Estep 
Score: -26221510.000000 Penalty: 6086.133789
	Iteration 13Q: 3 clusters Score -2.622151e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115581 members 
Mstep: Class 2 contains 97714 members 
Entering Unmasked Estep 
Score: -26221780.000000 Penalty: 6086.133789
	Iteration 14Q: 3 clusters Score -2.622178e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116634 members 
Mstep: Class 2 contains 96661 members 
Entering Unmasked Estep 
Score: -26222084.000000 Penalty: 6086.133789
	Iteration 15Q: 3 clusters Score -2.622208e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117820 members 
Mstep: Class 2 contains 95475 members 
Entering Unmasked Estep 
Score: -26222290.000000 Penalty: 6086.133789
	Iteration 16Q: 3 clusters Score -2.622229e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119089 members 
Mstep: Class 2 contains 94206 members 
Entering Unmasked Estep 
Score: -26222556.000000 Penalty: 6086.133789
	Iteration 17Q: 3 clusters Score -2.622256e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120512 members 
Mstep: Class 2 contains 92783 members 
Entering Unmasked Estep 
Score: -26222878.000000 Penalty: 6086.133789
	Iteration 18Q: 3 clusters Score -2.622288e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122082 members 
Mstep: Class 2 contains 91213 members 
Entering Unmasked Estep 
Score: -26223002.000000 Penalty: 6086.133789
	Iteration 19Q: 3 clusters Score -2.6223e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123717 members 
Mstep: Class 2 contains 89578 members 
Entering Unmasked Estep 
Score: -26223368.000000 Penalty: 6086.133789
	Iteration 20F: 3 clusters Score -2.622337e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125477 members 
Mstep: Class 2 contains 87818 members 
Entering Unmasked Estep 
Score: -26223732.000000 Penalty: 6086.133789
	Iteration 21Q: 3 clusters Score -2.622373e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127272 members 
Mstep: Class 2 contains 86023 members 
Entering Unmasked Estep 
Score: -26224110.000000 Penalty: 6086.133789
	Iteration 22Q: 3 clusters Score -2.622411e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129222 members 
Mstep: Class 2 contains 84073 members 
Entering Unmasked Estep 
Score: -26224446.000000 Penalty: 6086.133789
	Iteration 23Q: 3 clusters Score -2.622445e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131330 members 
Mstep: Class 2 contains 81965 members 
Entering Unmasked Estep 
Score: -26225044.000000 Penalty: 6086.133789
	Iteration 24Q: 3 clusters Score -2.622504e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133581 members 
Mstep: Class 2 contains 79714 members 
Entering Unmasked Estep 
Score: -26225542.000000 Penalty: 6086.133789
	Iteration 25Q: 3 clusters Score -2.622554e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135924 members 
Mstep: Class 2 contains 77371 members 
Entering Unmasked Estep 
Score: -26225990.000000 Penalty: 6086.133789
	Iteration 26Q: 3 clusters Score -2.622599e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138461 members 
Mstep: Class 2 contains 74834 members 
Entering Unmasked Estep 
Score: -26226822.000000 Penalty: 6086.133789
	Iteration 27Q: 3 clusters Score -2.622682e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141228 members 
Mstep: Class 2 contains 72067 members 
Entering Unmasked Estep 
Score: -26227230.000000 Penalty: 6086.133789
	Iteration 28Q: 3 clusters Score -2.622723e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144122 members 
Mstep: Class 2 contains 69173 members 
Entering Unmasked Estep 
Score: -26228090.000000 Penalty: 6086.133789
	Iteration 29Q: 3 clusters Score -2.622809e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147100 members 
Mstep: Class 2 contains 66195 members 
Entering Unmasked Estep 
Score: -26228938.000000 Penalty: 6086.133789
	Iteration 30Q: 3 clusters Score -2.622894e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150242 members 
Mstep: Class 2 contains 63053 members 
Entering Unmasked Estep 
Score: -26229890.000000 Penalty: 6086.133789
	Iteration 31Q: 3 clusters Score -2.622989e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153497 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -26230996.000000 Penalty: 6086.133789
	Iteration 32Q: 3 clusters Score -2.6231e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156812 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -26232044.000000 Penalty: 6086.133789
	Iteration 33Q: 3 clusters Score -2.623204e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160369 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -26233350.000000 Penalty: 6086.133789
	Iteration 34Q: 3 clusters Score -2.623335e+07 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164081 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -26234744.000000 Penalty: 6086.133789
	Iteration 35Q: 3 clusters Score -2.623474e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167903 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -26236080.000000 Penalty: 6086.133789
	Iteration 36Q: 3 clusters Score -2.623608e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171737 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -26237584.000000 Penalty: 6086.133789
	Iteration 37Q: 3 clusters Score -2.623758e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175625 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -26239360.000000 Penalty: 6086.133789
	Iteration 38Q: 3 clusters Score -2.623936e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179631 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -26241198.000000 Penalty: 6086.133789
	Iteration 39Q: 3 clusters Score -2.62412e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183592 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -26242958.000000 Penalty: 6086.133789
	Iteration 40F: 3 clusters Score -2.624296e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187607 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -26245020.000000 Penalty: 6086.133789
	Iteration 41Q: 3 clusters Score -2.624502e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191529 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -26247120.000000 Penalty: 6086.133789
	Iteration 42Q: 3 clusters Score -2.624712e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195113 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -26249060.000000 Penalty: 6086.133789
	Iteration 43Q: 3 clusters Score -2.624906e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198307 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -26250816.000000 Penalty: 6086.133789
	Iteration 44Q: 3 clusters Score -2.625082e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201082 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -26252434.000000 Penalty: 6086.133789
	Iteration 45Q: 3 clusters Score -2.625243e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203301 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -26253680.000000 Penalty: 6086.133789
	Iteration 46Q: 3 clusters Score -2.625368e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205095 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -26254618.000000 Penalty: 6086.133789
	Iteration 47Q: 3 clusters Score -2.625462e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206488 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -26255300.000000 Penalty: 6086.133789
	Iteration 48Q: 3 clusters Score -2.62553e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207535 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -26255726.000000 Penalty: 6086.133789
	Iteration 49Q: 3 clusters Score -2.625573e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208234 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -26256002.000000 Penalty: 6086.133789
	Iteration 50Q: 3 clusters Score -2.6256e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208721 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -26256182.000000 Penalty: 6086.133789
	Iteration 51Q: 3 clusters Score -2.625618e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209067 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -26256266.000000 Penalty: 6086.133789
	Iteration 52Q: 3 clusters Score -2.625627e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209328 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -26256338.000000 Penalty: 6086.133789
	Iteration 53Q: 3 clusters Score -2.625634e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209520 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -26256402.000000 Penalty: 6086.133789
	Iteration 54Q: 3 clusters Score -2.62564e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209681 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -26256436.000000 Penalty: 6086.133789
	Iteration 55Q: 3 clusters Score -2.625644e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209830 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -26256532.000000 Penalty: 6086.133789
	Iteration 56Q: 3 clusters Score -2.625653e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209967 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -26256568.000000 Penalty: 6086.133789
	Iteration 57Q: 3 clusters Score -2.625657e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210061 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -26256602.000000 Penalty: 6086.133789
	Iteration 58Q: 3 clusters Score -2.62566e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210136 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -26256616.000000 Penalty: 6086.133789
	Iteration 59Q: 3 clusters Score -2.625662e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210209 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -26256636.000000 Penalty: 6086.133789
	Iteration 60F: 3 clusters Score -2.625664e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210270 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -26256612.000000 Penalty: 6086.133789
	Iteration 61Q: 3 clusters Score -2.625661e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210313 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -26256628.000000 Penalty: 6086.133789
	Iteration 62Q: 3 clusters Score -2.625663e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210346 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -26256614.000000 Penalty: 6086.133789
	Iteration 63Q: 3 clusters Score -2.625661e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210379 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -26256614.000000 Penalty: 6086.133789
	Iteration 64Q: 3 clusters Score -2.625661e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210400 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -26256588.000000 Penalty: 6086.133789
	Iteration 65Q: 3 clusters Score -2.625659e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210412 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -26256608.000000 Penalty: 6086.133789
	Iteration 66Q: 3 clusters Score -2.625661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210426 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -26256632.000000 Penalty: 6086.133789
	Iteration 67Q: 3 clusters Score -2.625663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210434 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -26256622.000000 Penalty: 6086.133789
	Iteration 68Q: 3 clusters Score -2.625662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210440 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -26256626.000000 Penalty: 6086.133789
	Iteration 69Q: 3 clusters Score -2.625663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210445 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -26256628.000000 Penalty: 6086.133789
	Iteration 70Q: 3 clusters Score -2.625663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210446 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -26256636.000000 Penalty: 6086.133789
	Iteration 71Q: 3 clusters Score -2.625664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210450 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -26256638.000000 Penalty: 6086.133789
	Iteration 72Q: 3 clusters Score -2.625664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210453 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -26256638.000000 Penalty: 6086.133789
	Iteration 73Q: 3 clusters Score -2.625664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210454 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -26256640.000000 Penalty: 6086.133789
	Iteration 74Q: 3 clusters Score -2.625664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210456 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -26256630.000000 Penalty: 6086.133789
	Iteration 75Q: 3 clusters Score -2.625663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210458 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -26256616.000000 Penalty: 6086.133789
	Iteration 76Q: 3 clusters Score -2.625662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210461 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -26256636.000000 Penalty: 6086.133789
	Iteration 77Q: 3 clusters Score -2.625664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210461 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -26256630.000000 Penalty: 6086.133789
	Iteration 78Q: 3 clusters Score -2.625663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210461 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -26256630.000000 Penalty: 6086.133789
	Iteration 79F: 3 clusters Score -2.625663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -174142.343750 Penalty: 1830.766846
	Iteration 0F: 2 clusters Score -174142.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -171878.218750 Penalty: 3661.533691
	Iteration 0F: 3 clusters Score -171878.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -172477.437500 Penalty: 3661.533691
	Iteration 1F: 3 clusters Score -172477.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -172708.609375 Penalty: 3661.533691
	Iteration 2F: 3 clusters Score -172708.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -172806.281250 Penalty: 3661.533691
	Iteration 3F: 3 clusters Score -172806.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -172875.859375 Penalty: 3661.533691
	Iteration 4Q: 3 clusters Score -172875.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -172925.796875 Penalty: 3661.533691
	Iteration 5Q: 3 clusters Score -172925.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -172957.640625 Penalty: 3661.533691
	Iteration 6Q: 3 clusters Score -172957.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -172981.734375 Penalty: 3661.533691
	Iteration 7Q: 3 clusters Score -172981.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -173015.812500 Penalty: 3661.533691
	Iteration 8Q: 3 clusters Score -173015.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -173052.328125 Penalty: 3661.533691
	Iteration 9Q: 3 clusters Score -173052.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -173072.921875 Penalty: 3661.533691
	Iteration 10Q: 3 clusters Score -173072.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -173090.281250 Penalty: 3661.533691
	Iteration 11Q: 3 clusters Score -173090.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -173103.453125 Penalty: 3661.533691
	Iteration 12Q: 3 clusters Score -173103.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -173118.656250 Penalty: 3661.533691
	Iteration 13Q: 3 clusters Score -173118.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -173132.531250 Penalty: 3661.533691
	Iteration 14Q: 3 clusters Score -173132.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -173139.281250 Penalty: 3661.533691
	Iteration 15Q: 3 clusters Score -173139.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -173149.812500 Penalty: 3661.533691
	Iteration 16Q: 3 clusters Score -173149.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -173162.265625 Penalty: 3661.533691
	Iteration 17Q: 3 clusters Score -173162.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -173172.234375 Penalty: 3661.533691
	Iteration 18Q: 3 clusters Score -173172.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -173179.906250 Penalty: 3661.533691
	Iteration 19Q: 3 clusters Score -173179.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -173187.781250 Penalty: 3661.533691
	Iteration 20F: 3 clusters Score -173187.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -173199.968750 Penalty: 3661.533691
	Iteration 21Q: 3 clusters Score -173200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -173216.187500 Penalty: 3661.533691
	Iteration 22Q: 3 clusters Score -173216.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -173234.015625 Penalty: 3661.533691
	Iteration 23Q: 3 clusters Score -173234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -173250.468750 Penalty: 3661.533691
	Iteration 24Q: 3 clusters Score -173250.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -173274.109375 Penalty: 3661.533691
	Iteration 25Q: 3 clusters Score -173274.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -173288.468750 Penalty: 3661.533691
	Iteration 26Q: 3 clusters Score -173288.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -173302.328125 Penalty: 3661.533691
	Iteration 27Q: 3 clusters Score -173302.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -173319.140625 Penalty: 3661.533691
	Iteration 28Q: 3 clusters Score -173319.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -173332.890625 Penalty: 3661.533691
	Iteration 29Q: 3 clusters Score -173332.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -173347.875000 Penalty: 3661.533691
	Iteration 30Q: 3 clusters Score -173347.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -173360.937500 Penalty: 3661.533691
	Iteration 31Q: 3 clusters Score -173360.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -173373.937500 Penalty: 3661.533691
	Iteration 32Q: 3 clusters Score -173373.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -173377.578125 Penalty: 3661.533691
	Iteration 33Q: 3 clusters Score -173377.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -173379.890625 Penalty: 3661.533691
	Iteration 34Q: 3 clusters Score -173379.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -173384.312500 Penalty: 3661.533691
	Iteration 35Q: 3 clusters Score -173384.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -173386.796875 Penalty: 3661.533691
	Iteration 36Q: 3 clusters Score -173386.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -173391.890625 Penalty: 3661.533691
	Iteration 37Q: 3 clusters Score -173391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -173394.640625 Penalty: 3661.533691
	Iteration 38Q: 3 clusters Score -173394.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -173398.453125 Penalty: 3661.533691
	Iteration 39Q: 3 clusters Score -173398.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -173401.390625 Penalty: 3661.533691
	Iteration 40F: 3 clusters Score -173401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -173402.812500 Penalty: 3661.533691
	Iteration 41Q: 3 clusters Score -173402.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -173412.234375 Penalty: 3661.533691
	Iteration 42Q: 3 clusters Score -173412.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -173415.093750 Penalty: 3661.533691
	Iteration 43Q: 3 clusters Score -173415.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -173418.359375 Penalty: 3661.533691
	Iteration 44Q: 3 clusters Score -173418.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -173424.265625 Penalty: 3661.533691
	Iteration 45Q: 3 clusters Score -173424.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -173429.703125 Penalty: 3661.533691
	Iteration 46Q: 3 clusters Score -173429.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -173435.718750 Penalty: 3661.533691
	Iteration 47Q: 3 clusters Score -173435.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -173448.046875 Penalty: 3661.533691
	Iteration 48Q: 3 clusters Score -173448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -173466.640625 Penalty: 3661.533691
	Iteration 49Q: 3 clusters Score -173466.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -173479.359375 Penalty: 3661.533691
	Iteration 50Q: 3 clusters Score -173479.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -173491.984375 Penalty: 3661.533691
	Iteration 51Q: 3 clusters Score -173492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -173505.484375 Penalty: 3661.533691
	Iteration 52Q: 3 clusters Score -173505.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -173513.468750 Penalty: 3661.533691
	Iteration 53Q: 3 clusters Score -173513.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -173518.359375 Penalty: 3661.533691
	Iteration 54Q: 3 clusters Score -173518.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -173521.296875 Penalty: 3661.533691
	Iteration 55Q: 3 clusters Score -173521.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -173525.781250 Penalty: 3661.533691
	Iteration 56Q: 3 clusters Score -173525.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -173530.437500 Penalty: 3661.533691
	Iteration 57Q: 3 clusters Score -173530.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -173535.125000 Penalty: 3661.533691
	Iteration 58Q: 3 clusters Score -173535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -173542.046875 Penalty: 3661.533691
	Iteration 59Q: 3 clusters Score -173542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -173544.953125 Penalty: 3661.533691
	Iteration 60F: 3 clusters Score -173545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -173547.312500 Penalty: 3661.533691
	Iteration 61Q: 3 clusters Score -173547.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -173549.046875 Penalty: 3661.533691
	Iteration 62Q: 3 clusters Score -173549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -173549.046875 Penalty: 3661.533691
	Iteration 63F: 3 clusters Score -173549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -92151.000000 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -92151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -90335.835938 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -90335.84 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -90794.367188 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -90794.37 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -91032.312500 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -91032.31 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -91250.945312 Penalty: 3371.778320
	Iteration 3F: 3 clusters Score -91250.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -91444.851562 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -91444.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -91611.992188 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -91611.99 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -91783.015625 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -91783.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -92100.390625 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -92100.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -92520.992188 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -92520.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -92615.976562 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -92615.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -92663.843750 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -92663.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -92700.148438 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -92700.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -92740.843750 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -92740.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -92762.093750 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -92762.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -92797.000000 Penalty: 3371.778320
	Iteration 14Q: 3 clusters Score -92797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -92820.359375 Penalty: 3371.778320
	Iteration 15Q: 3 clusters Score -92820.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -92840.351562 Penalty: 3371.778320
	Iteration 16Q: 3 clusters Score -92840.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -92867.093750 Penalty: 3371.778320
	Iteration 17Q: 3 clusters Score -92867.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -92885.812500 Penalty: 3371.778320
	Iteration 18Q: 3 clusters Score -92885.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -92901.125000 Penalty: 3371.778320
	Iteration 19Q: 3 clusters Score -92901.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -92938.000000 Penalty: 3371.778320
	Iteration 20F: 3 clusters Score -92938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -93005.656250 Penalty: 3371.778320
	Iteration 21Q: 3 clusters Score -93005.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -93039.398438 Penalty: 3371.778320
	Iteration 22Q: 3 clusters Score -93039.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -93064.671875 Penalty: 3371.778320
	Iteration 23Q: 3 clusters Score -93064.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -93069.757812 Penalty: 3371.778320
	Iteration 24Q: 3 clusters Score -93069.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -93069.757812 Penalty: 3371.778320
	Iteration 25F: 3 clusters Score -93069.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190868 members 
Mstep: Class 2 contains 80598 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60677 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40731 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33112 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13621 members 
Mstep: Class 19 contains 53423 members 
Mstep: Class 20 contains 10567 members 
Mstep: Class 21 contains 19795 members 
Mstep: Class 22 contains 8972 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53763 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244521 members 
Mstep: Class 32 contains 11150 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213295 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 642 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118208 members 
Mstep: Class 40 contains 312 members 
Mstep: Class 41 contains 254 members 
Entering Unmasked Estep 
Score: -148076800.000000 Penalty: 142708.921875
Splitting cluster 37 changes total score from -148077680.000000 to -148076800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -18051.201172 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -18051.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -16999.910156 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -16999.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17078.279297 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -17078.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -17085.566406 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -17085.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17087.718750 Penalty: 2583.905029
	Iteration 3Q: 3 clusters Score -17087.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17087.718750 Penalty: 2583.905029
	Iteration 4F: 3 clusters Score -17087.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (118208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118208 members 
Entering Unmasked Estep 
Score: -14440954.000000 Penalty: 2896.689941
	Iteration 0F: 2 clusters Score -1.444095e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -14362060.000000 Penalty: 5793.379883
	Iteration 0F: 3 clusters Score -1.436206e+07 nChanged 56012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -14393823.000000 Penalty: 5793.379883
	Iteration 1F: 3 clusters Score -1.439382e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57897 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
Score: -14394328.000000 Penalty: 5793.379883
	Iteration 2Q: 3 clusters Score -1.439433e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -14395043.000000 Penalty: 5793.379883
	Iteration 3Q: 3 clusters Score -1.439504e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 61870 members 
Entering Unmasked Estep 
Score: -14395882.000000 Penalty: 5793.379883
	Iteration 4Q: 3 clusters Score -1.439588e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55105 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -14397294.000000 Penalty: 5793.379883
	Iteration 5Q: 3 clusters Score -1.439729e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Mstep: Class 2 contains 64742 members 
Entering Unmasked Estep 
Score: -14399258.000000 Penalty: 5793.379883
	Iteration 6Q: 3 clusters Score -1.439926e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 66835 members 
Entering Unmasked Estep 
Score: -14402070.000000 Penalty: 5793.379883
	Iteration 7Q: 3 clusters Score -1.440207e+07 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 69294 members 
Entering Unmasked Estep 
Score: -14406073.000000 Penalty: 5793.379883
	Iteration 8F: 3 clusters Score -1.440607e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 71952 members 
Entering Unmasked Estep 
Score: -14410668.000000 Penalty: 5793.379883
	Iteration 9F: 3 clusters Score -1.441067e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 74330 members 
Entering Unmasked Estep 
Score: -14415305.000000 Penalty: 5793.379883
	Iteration 10F: 3 clusters Score -1.44153e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 76167 members 
Entering Unmasked Estep 
Score: -14419586.000000 Penalty: 5793.379883
	Iteration 11F: 3 clusters Score -1.441959e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 77676 members 
Entering Unmasked Estep 
Score: -14422381.000000 Penalty: 5793.379883
	Iteration 12Q: 3 clusters Score -1.442238e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 78930 members 
Entering Unmasked Estep 
Score: -14423788.000000 Penalty: 5793.379883
	Iteration 13Q: 3 clusters Score -1.442379e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 80147 members 
Entering Unmasked Estep 
Score: -14424514.000000 Penalty: 5793.379883
	Iteration 14Q: 3 clusters Score -1.442451e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 81356 members 
Entering Unmasked Estep 
Score: -14424896.000000 Penalty: 5793.379883
	Iteration 15Q: 3 clusters Score -1.44249e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 82602 members 
Entering Unmasked Estep 
Score: -14425167.000000 Penalty: 5793.379883
	Iteration 16Q: 3 clusters Score -1.442517e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 83867 members 
Entering Unmasked Estep 
Score: -14425488.000000 Penalty: 5793.379883
	Iteration 17Q: 3 clusters Score -1.442549e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 85169 members 
Entering Unmasked Estep 
Score: -14425757.000000 Penalty: 5793.379883
	Iteration 18Q: 3 clusters Score -1.442576e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 86569 members 
Entering Unmasked Estep 
Score: -14426123.000000 Penalty: 5793.379883
	Iteration 19Q: 3 clusters Score -1.442612e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 88085 members 
Entering Unmasked Estep 
Score: -14426512.000000 Penalty: 5793.379883
	Iteration 20F: 3 clusters Score -1.442651e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 89770 members 
Entering Unmasked Estep 
Score: -14427015.000000 Penalty: 5793.379883
	Iteration 21Q: 3 clusters Score -1.442702e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 91611 members 
Entering Unmasked Estep 
Score: -14427540.000000 Penalty: 5793.379883
	Iteration 22Q: 3 clusters Score -1.442754e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 93588 members 
Entering Unmasked Estep 
Score: -14428382.000000 Penalty: 5793.379883
	Iteration 23Q: 3 clusters Score -1.442838e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 95668 members 
Entering Unmasked Estep 
Score: -14429124.000000 Penalty: 5793.379883
	Iteration 24Q: 3 clusters Score -1.442912e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 97815 members 
Entering Unmasked Estep 
Score: -14429932.000000 Penalty: 5793.379883
	Iteration 25Q: 3 clusters Score -1.442993e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 99948 members 
Entering Unmasked Estep 
Score: -14430874.000000 Penalty: 5793.379883
	Iteration 26Q: 3 clusters Score -1.443087e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 102100 members 
Entering Unmasked Estep 
Score: -14431876.000000 Penalty: 5793.379883
	Iteration 27Q: 3 clusters Score -1.443188e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 104160 members 
Entering Unmasked Estep 
Score: -14432952.000000 Penalty: 5793.379883
	Iteration 28Q: 3 clusters Score -1.443295e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 106085 members 
Entering Unmasked Estep 
Score: -14433908.000000 Penalty: 5793.379883
	Iteration 29Q: 3 clusters Score -1.443391e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 107771 members 
Entering Unmasked Estep 
Score: -14434811.000000 Penalty: 5793.379883
	Iteration 30Q: 3 clusters Score -1.443481e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 109237 members 
Entering Unmasked Estep 
Score: -14435593.000000 Penalty: 5793.379883
	Iteration 31Q: 3 clusters Score -1.443559e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 110507 members 
Entering Unmasked Estep 
Score: -14436215.000000 Penalty: 5793.379883
	Iteration 32Q: 3 clusters Score -1.443622e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 111527 members 
Entering Unmasked Estep 
Score: -14436798.000000 Penalty: 5793.379883
	Iteration 33Q: 3 clusters Score -1.44368e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 112416 members 
Entering Unmasked Estep 
Score: -14437180.000000 Penalty: 5793.379883
	Iteration 34Q: 3 clusters Score -1.443718e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 113124 members 
Entering Unmasked Estep 
Score: -14437511.000000 Penalty: 5793.379883
	Iteration 35Q: 3 clusters Score -1.443751e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 113745 members 
Entering Unmasked Estep 
Score: -14437846.000000 Penalty: 5793.379883
	Iteration 36Q: 3 clusters Score -1.443785e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 114248 members 
Entering Unmasked Estep 
Score: -14438088.000000 Penalty: 5793.379883
	Iteration 37Q: 3 clusters Score -1.443809e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 114652 members 
Entering Unmasked Estep 
Score: -14438287.000000 Penalty: 5793.379883
	Iteration 38Q: 3 clusters Score -1.443829e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 114975 members 
Entering Unmasked Estep 
Score: -14438379.000000 Penalty: 5793.379883
	Iteration 39Q: 3 clusters Score -1.443838e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 115222 members 
Entering Unmasked Estep 
Score: -14438452.000000 Penalty: 5793.379883
	Iteration 40F: 3 clusters Score -1.443845e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 115414 members 
Entering Unmasked Estep 
Score: -14438574.000000 Penalty: 5793.379883
	Iteration 41Q: 3 clusters Score -1.443857e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 115580 members 
Entering Unmasked Estep 
Score: -14438605.000000 Penalty: 5793.379883
	Iteration 42Q: 3 clusters Score -1.44386e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 115699 members 
Entering Unmasked Estep 
Score: -14438653.000000 Penalty: 5793.379883
	Iteration 43Q: 3 clusters Score -1.443865e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 115801 members 
Entering Unmasked Estep 
Score: -14438677.000000 Penalty: 5793.379883
	Iteration 44Q: 3 clusters Score -1.443868e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 115890 members 
Entering Unmasked Estep 
Score: -14438691.000000 Penalty: 5793.379883
	Iteration 45Q: 3 clusters Score -1.443869e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 115955 members 
Entering Unmasked Estep 
Score: -14438710.000000 Penalty: 5793.379883
	Iteration 46Q: 3 clusters Score -1.443871e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 116006 members 
Entering Unmasked Estep 
Score: -14438752.000000 Penalty: 5793.379883
	Iteration 47Q: 3 clusters Score -1.443875e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 116049 members 
Entering Unmasked Estep 
Score: -14438786.000000 Penalty: 5793.379883
	Iteration 48Q: 3 clusters Score -1.443879e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 116082 members 
Entering Unmasked Estep 
Score: -14438796.000000 Penalty: 5793.379883
	Iteration 49Q: 3 clusters Score -1.44388e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 116110 members 
Entering Unmasked Estep 
Score: -14438817.000000 Penalty: 5793.379883
	Iteration 50Q: 3 clusters Score -1.443882e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 116140 members 
Entering Unmasked Estep 
Score: -14438807.000000 Penalty: 5793.379883
	Iteration 51Q: 3 clusters Score -1.443881e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 116164 members 
Entering Unmasked Estep 
Score: -14438814.000000 Penalty: 5793.379883
	Iteration 52Q: 3 clusters Score -1.443881e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 116180 members 
Entering Unmasked Estep 
Score: -14438831.000000 Penalty: 5793.379883
	Iteration 53Q: 3 clusters Score -1.443883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 116191 members 
Entering Unmasked Estep 
Score: -14438833.000000 Penalty: 5793.379883
	Iteration 54Q: 3 clusters Score -1.443883e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 116203 members 
Entering Unmasked Estep 
Score: -14438819.000000 Penalty: 5793.379883
	Iteration 55Q: 3 clusters Score -1.443882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 116210 members 
Entering Unmasked Estep 
Score: -14438824.000000 Penalty: 5793.379883
	Iteration 56Q: 3 clusters Score -1.443882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 116215 members 
Entering Unmasked Estep 
Score: -14438824.000000 Penalty: 5793.379883
	Iteration 57Q: 3 clusters Score -1.443882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 116220 members 
Entering Unmasked Estep 
Score: -14438835.000000 Penalty: 5793.379883
	Iteration 58Q: 3 clusters Score -1.443884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 116225 members 
Entering Unmasked Estep 
Score: -14438839.000000 Penalty: 5793.379883
	Iteration 59Q: 3 clusters Score -1.443884e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 116235 members 
Entering Unmasked Estep 
Score: -14438842.000000 Penalty: 5793.379883
	Iteration 60F: 3 clusters Score -1.443884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 116238 members 
Entering Unmasked Estep 
Score: -14438841.000000 Penalty: 5793.379883
	Iteration 61Q: 3 clusters Score -1.443884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 116244 members 
Entering Unmasked Estep 
Score: -14438848.000000 Penalty: 5793.379883
	Iteration 62Q: 3 clusters Score -1.443885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 116250 members 
Entering Unmasked Estep 
Score: -14438850.000000 Penalty: 5793.379883
	Iteration 63Q: 3 clusters Score -1.443885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 116252 members 
Entering Unmasked Estep 
Score: -14438849.000000 Penalty: 5793.379883
	Iteration 64Q: 3 clusters Score -1.443885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 116254 members 
Entering Unmasked Estep 
Score: -14438843.000000 Penalty: 5793.379883
	Iteration 65Q: 3 clusters Score -1.443884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 116256 members 
Entering Unmasked Estep 
Score: -14438843.000000 Penalty: 5793.379883
	Iteration 66Q: 3 clusters Score -1.443884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 116259 members 
Entering Unmasked Estep 
Score: -14438843.000000 Penalty: 5793.379883
	Iteration 67Q: 3 clusters Score -1.443884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 116262 members 
Entering Unmasked Estep 
Score: -14438845.000000 Penalty: 5793.379883
	Iteration 68Q: 3 clusters Score -1.443884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 116267 members 
Entering Unmasked Estep 
Score: -14438851.000000 Penalty: 5793.379883
	Iteration 69Q: 3 clusters Score -1.443885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 116267 members 
Entering Unmasked Estep 
Score: -14438844.000000 Penalty: 5793.379883
	Iteration 70Q: 3 clusters Score -1.443884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 116268 members 
Entering Unmasked Estep 
Score: -14438829.000000 Penalty: 5793.379883
	Iteration 71Q: 3 clusters Score -1.443883e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 116268 members 
Entering Unmasked Estep 
Score: -14438829.000000 Penalty: 5793.379883
	Iteration 72F: 3 clusters Score -1.443883e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -34602.804688 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -34602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33286.238281 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -33286.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33383.472656 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -33383.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -33404.425781 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -33404.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33409.441406 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -33409.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33414.453125 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -33414.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33418.015625 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -33418.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33418.015625 Penalty: 2848.529785
	Iteration 6F: 3 clusters Score -33418.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190868 members 
Mstep: Class 2 contains 80598 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60677 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40731 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33112 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13621 members 
Mstep: Class 19 contains 53423 members 
Mstep: Class 20 contains 10567 members 
Mstep: Class 21 contains 19795 members 
Mstep: Class 22 contains 8972 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53763 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244521 members 
Mstep: Class 32 contains 11150 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213295 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118208 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077648.000000 Penalty: 139228.203125
Iteration 319Q: 41 clusters Score -1.480776e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190870 members 
Mstep: Class 2 contains 80601 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60676 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40732 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33111 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13621 members 
Mstep: Class 19 contains 53421 members 
Mstep: Class 20 contains 10557 members 
Mstep: Class 21 contains 19793 members 
Mstep: Class 22 contains 8970 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53768 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244527 members 
Mstep: Class 32 contains 11150 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213309 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118194 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077728.000000 Penalty: 139228.203125
Iteration 320F: 41 clusters Score -1.480777e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190874 members 
Mstep: Class 2 contains 80603 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60676 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40732 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33110 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13621 members 
Mstep: Class 19 contains 53421 members 
Mstep: Class 20 contains 10549 members 
Mstep: Class 21 contains 19790 members 
Mstep: Class 22 contains 8969 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53769 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244533 members 
Mstep: Class 32 contains 11147 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213318 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118186 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077776.000000 Penalty: 139228.203125
Iteration 321Q: 41 clusters Score -1.480778e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190869 members 
Mstep: Class 2 contains 80602 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60676 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40731 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33109 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13621 members 
Mstep: Class 19 contains 53427 members 
Mstep: Class 20 contains 10541 members 
Mstep: Class 21 contains 19788 members 
Mstep: Class 22 contains 8970 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53769 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244535 members 
Mstep: Class 32 contains 11148 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213330 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118182 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077696.000000 Penalty: 139228.203125
Iteration 322Q: 41 clusters Score -1.480777e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190873 members 
Mstep: Class 2 contains 80600 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60676 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40730 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33109 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13620 members 
Mstep: Class 19 contains 53432 members 
Mstep: Class 20 contains 10534 members 
Mstep: Class 21 contains 19788 members 
Mstep: Class 22 contains 8970 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53767 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244536 members 
Mstep: Class 32 contains 11155 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213338 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118170 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077776.000000 Penalty: 139228.203125
Iteration 323Q: 41 clusters Score -1.480778e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190873 members 
Mstep: Class 2 contains 80600 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60675 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40730 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33109 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13620 members 
Mstep: Class 19 contains 53436 members 
Mstep: Class 20 contains 10531 members 
Mstep: Class 21 contains 19789 members 
Mstep: Class 22 contains 8970 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53766 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244524 members 
Mstep: Class 32 contains 11160 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213348 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118168 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077504.000000 Penalty: 139228.203125
Iteration 324Q: 41 clusters Score -1.480775e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190873 members 
Mstep: Class 2 contains 80600 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60673 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40731 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33109 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13620 members 
Mstep: Class 19 contains 53436 members 
Mstep: Class 20 contains 10530 members 
Mstep: Class 21 contains 19789 members 
Mstep: Class 22 contains 8972 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53762 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244525 members 
Mstep: Class 32 contains 11161 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213354 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118164 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077408.000000 Penalty: 139228.203125
Iteration 325Q: 41 clusters Score -1.480774e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190880 members 
Mstep: Class 2 contains 80603 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60670 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40732 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33107 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13620 members 
Mstep: Class 19 contains 53442 members 
Mstep: Class 20 contains 10528 members 
Mstep: Class 21 contains 19793 members 
Mstep: Class 22 contains 8972 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53762 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244519 members 
Mstep: Class 32 contains 11162 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213354 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118155 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077456.000000 Penalty: 139228.203125
Iteration 326Q: 41 clusters Score -1.480775e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190885 members 
Mstep: Class 2 contains 80605 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60669 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40732 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33106 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13619 members 
Mstep: Class 19 contains 53447 members 
Mstep: Class 20 contains 10526 members 
Mstep: Class 21 contains 19797 members 
Mstep: Class 22 contains 8973 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53762 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6120 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244496 members 
Mstep: Class 32 contains 11163 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213369 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118150 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077536.000000 Penalty: 139228.203125
Iteration 327Q: 41 clusters Score -1.480775e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190880 members 
Mstep: Class 2 contains 80608 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60668 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40732 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33105 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13619 members 
Mstep: Class 19 contains 53451 members 
Mstep: Class 20 contains 10525 members 
Mstep: Class 21 contains 19798 members 
Mstep: Class 22 contains 8972 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53762 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6121 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244486 members 
Mstep: Class 32 contains 11169 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213382 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118141 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077456.000000 Penalty: 139228.203125
Iteration 328Q: 41 clusters Score -1.480775e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190872 members 
Mstep: Class 2 contains 80608 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60666 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40732 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33105 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13619 members 
Mstep: Class 19 contains 53454 members 
Mstep: Class 20 contains 10524 members 
Mstep: Class 21 contains 19796 members 
Mstep: Class 22 contains 8971 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53762 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244487 members 
Mstep: Class 32 contains 11175 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213400 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118126 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077392.000000 Penalty: 139228.203125
Iteration 329Q: 41 clusters Score -1.480774e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190864 members 
Mstep: Class 2 contains 80611 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60666 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40732 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33105 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13619 members 
Mstep: Class 19 contains 53458 members 
Mstep: Class 20 contains 10523 members 
Mstep: Class 21 contains 19793 members 
Mstep: Class 22 contains 8971 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53764 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244506 members 
Mstep: Class 32 contains 11180 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213395 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118110 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077504.000000 Penalty: 139228.203125
Iteration 330Q: 41 clusters Score -1.480775e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190860 members 
Mstep: Class 2 contains 80614 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60666 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40732 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33105 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13619 members 
Mstep: Class 19 contains 53463 members 
Mstep: Class 20 contains 10524 members 
Mstep: Class 21 contains 19790 members 
Mstep: Class 22 contains 8970 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53762 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244534 members 
Mstep: Class 32 contains 11178 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213393 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118087 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077568.000000 Penalty: 139228.203125
Iteration 331Q: 41 clusters Score -1.480776e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190846 members 
Mstep: Class 2 contains 80616 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60666 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40733 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33105 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13619 members 
Mstep: Class 19 contains 53465 members 
Mstep: Class 20 contains 10524 members 
Mstep: Class 21 contains 19789 members 
Mstep: Class 22 contains 8969 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53760 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244585 members 
Mstep: Class 32 contains 11179 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213378 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118063 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077424.000000 Penalty: 139228.203125
Iteration 332Q: 41 clusters Score -1.480774e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190844 members 
Mstep: Class 2 contains 80622 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60667 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40731 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33104 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8685 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13619 members 
Mstep: Class 19 contains 53468 members 
Mstep: Class 20 contains 10523 members 
Mstep: Class 21 contains 19791 members 
Mstep: Class 22 contains 8969 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53757 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244595 members 
Mstep: Class 32 contains 11178 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213381 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118047 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077392.000000 Penalty: 139228.203125
Iteration 333Q: 41 clusters Score -1.480774e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190840 members 
Mstep: Class 2 contains 80622 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60667 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40731 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33103 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8686 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13619 members 
Mstep: Class 19 contains 53469 members 
Mstep: Class 20 contains 10522 members 
Mstep: Class 21 contains 19791 members 
Mstep: Class 22 contains 8969 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53755 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244612 members 
Mstep: Class 32 contains 11181 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213389 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118025 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077600.000000 Penalty: 139228.203125
Iteration 334Q: 41 clusters Score -1.480776e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190843 members 
Mstep: Class 2 contains 80621 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60667 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40732 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33104 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8687 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13619 members 
Mstep: Class 19 contains 53468 members 
Mstep: Class 20 contains 10517 members 
Mstep: Class 21 contains 19791 members 
Mstep: Class 22 contains 8969 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53752 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244615 members 
Mstep: Class 32 contains 11186 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213405 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 118006 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077504.000000 Penalty: 139228.203125
Iteration 335Q: 41 clusters Score -1.480775e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190842 members 
Mstep: Class 2 contains 80628 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60666 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40731 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33102 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13619 members 
Mstep: Class 19 contains 53463 members 
Mstep: Class 20 contains 10513 members 
Mstep: Class 21 contains 19793 members 
Mstep: Class 22 contains 8969 members 
Mstep: Class 23 contains 6723 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53752 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244623 members 
Mstep: Class 32 contains 11194 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213411 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117989 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077536.000000 Penalty: 139228.203125
Iteration 336Q: 41 clusters Score -1.480775e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190835 members 
Mstep: Class 2 contains 80626 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60666 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40728 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33103 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13619 members 
Mstep: Class 19 contains 53459 members 
Mstep: Class 20 contains 10512 members 
Mstep: Class 21 contains 19793 members 
Mstep: Class 22 contains 8969 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53750 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244635 members 
Mstep: Class 32 contains 11198 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213412 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117989 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077632.000000 Penalty: 139228.203125
Iteration 337Q: 41 clusters Score -1.480776e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190832 members 
Mstep: Class 2 contains 80627 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60666 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40724 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33103 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13619 members 
Mstep: Class 19 contains 53452 members 
Mstep: Class 20 contains 10511 members 
Mstep: Class 21 contains 19795 members 
Mstep: Class 22 contains 8967 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53746 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244642 members 
Mstep: Class 32 contains 11203 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213416 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117991 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077680.000000 Penalty: 139228.203125
Iteration 338Q: 41 clusters Score -1.480777e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190824 members 
Mstep: Class 2 contains 80625 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60664 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40725 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33104 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13617 members 
Mstep: Class 19 contains 53451 members 
Mstep: Class 20 contains 10509 members 
Mstep: Class 21 contains 19797 members 
Mstep: Class 22 contains 8967 members 
Mstep: Class 23 contains 6724 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53740 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244668 members 
Mstep: Class 32 contains 11210 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213408 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117985 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077744.000000 Penalty: 139228.203125
Iteration 339Q: 41 clusters Score -1.480777e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190827 members 
Mstep: Class 2 contains 80631 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60665 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40726 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33105 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13614 members 
Mstep: Class 19 contains 53455 members 
Mstep: Class 20 contains 10507 members 
Mstep: Class 21 contains 19797 members 
Mstep: Class 22 contains 8966 members 
Mstep: Class 23 contains 6725 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53735 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6124 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244675 members 
Mstep: Class 32 contains 11210 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213401 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117978 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077776.000000 Penalty: 139228.203125
Iteration 340F: 41 clusters Score -1.480778e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190831 members 
Mstep: Class 2 contains 80628 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60665 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40728 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33106 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13613 members 
Mstep: Class 19 contains 53455 members 
Mstep: Class 20 contains 10505 members 
Mstep: Class 21 contains 19797 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6726 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53729 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244696 members 
Mstep: Class 32 contains 11212 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213401 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117961 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077632.000000 Penalty: 139228.203125
Iteration 341Q: 41 clusters Score -1.480776e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190832 members 
Mstep: Class 2 contains 80628 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60665 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40729 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33106 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13613 members 
Mstep: Class 19 contains 53451 members 
Mstep: Class 20 contains 10503 members 
Mstep: Class 21 contains 19798 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53722 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244714 members 
Mstep: Class 32 contains 11218 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213397 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117950 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077680.000000 Penalty: 139228.203125
Iteration 342Q: 41 clusters Score -1.480777e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190834 members 
Mstep: Class 2 contains 80630 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60666 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40731 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33106 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13612 members 
Mstep: Class 19 contains 53454 members 
Mstep: Class 20 contains 10505 members 
Mstep: Class 21 contains 19800 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53719 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244739 members 
Mstep: Class 32 contains 11225 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213380 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117925 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077760.000000 Penalty: 139228.203125
Iteration 343Q: 41 clusters Score -1.480778e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190838 members 
Mstep: Class 2 contains 80632 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60663 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40730 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33107 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13612 members 
Mstep: Class 19 contains 53456 members 
Mstep: Class 20 contains 10502 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53715 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244749 members 
Mstep: Class 32 contains 11225 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213384 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117910 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077808.000000 Penalty: 139228.203125
Iteration 344Q: 41 clusters Score -1.480778e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190842 members 
Mstep: Class 2 contains 80636 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60662 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40730 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33108 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13612 members 
Mstep: Class 19 contains 53458 members 
Mstep: Class 20 contains 10499 members 
Mstep: Class 21 contains 19807 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53707 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244764 members 
Mstep: Class 32 contains 11228 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213379 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117893 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077984.000000 Penalty: 139228.203125
Iteration 345Q: 41 clusters Score -1.48078e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190842 members 
Mstep: Class 2 contains 80638 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60661 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40730 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33108 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13612 members 
Mstep: Class 19 contains 53457 members 
Mstep: Class 20 contains 10496 members 
Mstep: Class 21 contains 19809 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53705 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244778 members 
Mstep: Class 32 contains 11231 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213376 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117883 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077936.000000 Penalty: 139228.203125
Iteration 346Q: 41 clusters Score -1.480779e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190846 members 
Mstep: Class 2 contains 80647 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60662 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40729 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33110 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13612 members 
Mstep: Class 19 contains 53458 members 
Mstep: Class 20 contains 10498 members 
Mstep: Class 21 contains 19809 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53703 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244785 members 
Mstep: Class 32 contains 11228 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213374 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117866 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077872.000000 Penalty: 139228.203125
Iteration 347Q: 41 clusters Score -1.480779e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190850 members 
Mstep: Class 2 contains 80651 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60661 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40729 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33110 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13612 members 
Mstep: Class 19 contains 53457 members 
Mstep: Class 20 contains 10497 members 
Mstep: Class 21 contains 19810 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53703 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244797 members 
Mstep: Class 32 contains 11228 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213364 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117857 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077664.000000 Penalty: 139228.203125
Iteration 348Q: 41 clusters Score -1.480777e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190847 members 
Mstep: Class 2 contains 80657 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 40729 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33110 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13612 members 
Mstep: Class 19 contains 53453 members 
Mstep: Class 20 contains 10498 members 
Mstep: Class 21 contains 19809 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 6728 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53700 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244815 members 
Mstep: Class 32 contains 11229 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117856 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077776.000000 Penalty: 139228.203125
Iteration 349Q: 41 clusters Score -1.480778e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190842 members 
Mstep: Class 2 contains 80658 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40729 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33110 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13612 members 
Mstep: Class 19 contains 53447 members 
Mstep: Class 20 contains 10497 members 
Mstep: Class 21 contains 19809 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53700 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244829 members 
Mstep: Class 32 contains 11239 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213338 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117853 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077696.000000 Penalty: 139228.203125
Iteration 350Q: 41 clusters Score -1.480777e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190839 members 
Mstep: Class 2 contains 80656 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40730 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33110 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13612 members 
Mstep: Class 19 contains 53448 members 
Mstep: Class 20 contains 10497 members 
Mstep: Class 21 contains 19810 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53701 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244836 members 
Mstep: Class 32 contains 11237 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213330 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117857 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077760.000000 Penalty: 139228.203125
Iteration 351Q: 41 clusters Score -1.480778e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190844 members 
Mstep: Class 2 contains 80652 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40730 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33109 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13612 members 
Mstep: Class 19 contains 53445 members 
Mstep: Class 20 contains 10497 members 
Mstep: Class 21 contains 19812 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53700 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244845 members 
Mstep: Class 32 contains 11236 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213323 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117860 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077824.000000 Penalty: 139228.203125
Iteration 352Q: 41 clusters Score -1.480778e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190837 members 
Mstep: Class 2 contains 80652 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40730 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33110 members 
Mstep: Class 11 contains 8807 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13612 members 
Mstep: Class 19 contains 53439 members 
Mstep: Class 20 contains 10497 members 
Mstep: Class 21 contains 19815 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53701 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244867 members 
Mstep: Class 32 contains 11236 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213310 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117861 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077728.000000 Penalty: 139228.203125
Iteration 353Q: 41 clusters Score -1.480777e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190831 members 
Mstep: Class 2 contains 80656 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40729 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33113 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 21491 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13611 members 
Mstep: Class 19 contains 53438 members 
Mstep: Class 20 contains 10497 members 
Mstep: Class 21 contains 19817 members 
Mstep: Class 22 contains 8960 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53696 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244893 members 
Mstep: Class 32 contains 11233 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213297 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117859 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077632.000000 Penalty: 139228.203125
Iteration 354Q: 41 clusters Score -1.480776e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190834 members 
Mstep: Class 2 contains 80660 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40729 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21491 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13610 members 
Mstep: Class 19 contains 53434 members 
Mstep: Class 20 contains 10496 members 
Mstep: Class 21 contains 19816 members 
Mstep: Class 22 contains 8960 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53696 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244898 members 
Mstep: Class 32 contains 11232 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213292 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117859 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077632.000000 Penalty: 139228.203125
Iteration 355Q: 41 clusters Score -1.480776e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190836 members 
Mstep: Class 2 contains 80655 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40730 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21491 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13610 members 
Mstep: Class 19 contains 53429 members 
Mstep: Class 20 contains 10496 members 
Mstep: Class 21 contains 19817 members 
Mstep: Class 22 contains 8960 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53696 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244899 members 
Mstep: Class 32 contains 11232 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213289 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117865 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077648.000000 Penalty: 139228.203125
Iteration 356Q: 41 clusters Score -1.480776e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190835 members 
Mstep: Class 2 contains 80655 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40731 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21491 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53426 members 
Mstep: Class 20 contains 10496 members 
Mstep: Class 21 contains 19815 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53695 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244905 members 
Mstep: Class 32 contains 11238 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213281 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117868 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077712.000000 Penalty: 139228.203125
Iteration 357Q: 41 clusters Score -1.480777e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190840 members 
Mstep: Class 2 contains 80659 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40731 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33116 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21491 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53428 members 
Mstep: Class 20 contains 10496 members 
Mstep: Class 21 contains 19812 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53694 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244894 members 
Mstep: Class 32 contains 11240 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213280 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117870 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077664.000000 Penalty: 139228.203125
Iteration 358Q: 41 clusters Score -1.480777e+08 nChanged 88
Entering ConstructFrom: 
Score: -148077664.000000 Penalty: 139228.203125
Entering ConstructFrom: 
Trying to split cluster 1 (190845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190845 members 
Entering Unmasked Estep 
Score: -23175622.000000 Penalty: 3015.485840
	Iteration 0F: 2 clusters Score -2.317562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95541 members 
Mstep: Class 2 contains 95304 members 
Entering Unmasked Estep 
Score: -23049382.000000 Penalty: 6030.971680
	Iteration 0F: 3 clusters Score -2.304938e+07 nChanged 91792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97413 members 
Mstep: Class 2 contains 93432 members 
Entering Unmasked Estep 
Score: -23103460.000000 Penalty: 6030.971680
	Iteration 1F: 3 clusters Score -2.310346e+07 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98708 members 
Mstep: Class 2 contains 92137 members 
Entering Unmasked Estep 
Score: -23104634.000000 Penalty: 6030.971680
	Iteration 2Q: 3 clusters Score -2.310463e+07 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100966 members 
Mstep: Class 2 contains 89879 members 
Entering Unmasked Estep 
Score: -23106224.000000 Penalty: 6030.971680
	Iteration 3Q: 3 clusters Score -2.310622e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104645 members 
Mstep: Class 2 contains 86200 members 
Entering Unmasked Estep 
Score: -23108504.000000 Penalty: 6030.971680
	Iteration 4Q: 3 clusters Score -2.31085e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110208 members 
Mstep: Class 2 contains 80637 members 
Entering Unmasked Estep 
Score: -23112140.000000 Penalty: 6030.971680
	Iteration 5Q: 3 clusters Score -2.311214e+07 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118266 members 
Mstep: Class 2 contains 72579 members 
Entering Unmasked Estep 
Score: -23117736.000000 Penalty: 6030.971680
	Iteration 6F: 3 clusters Score -2.311774e+07 nChanged 12389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128595 members 
Mstep: Class 2 contains 62250 members 
Entering Unmasked Estep 
Score: -23126356.000000 Penalty: 6030.971680
	Iteration 7F: 3 clusters Score -2.312636e+07 nChanged 13402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140267 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -23137182.000000 Penalty: 6030.971680
	Iteration 8F: 3 clusters Score -2.313718e+07 nChanged 12195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151006 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -23148040.000000 Penalty: 6030.971680
	Iteration 9F: 3 clusters Score -2.314804e+07 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158996 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -23156544.000000 Penalty: 6030.971680
	Iteration 10Q: 3 clusters Score -2.315654e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164177 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -23162116.000000 Penalty: 6030.971680
	Iteration 11Q: 3 clusters Score -2.316212e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167432 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -23164774.000000 Penalty: 6030.971680
	Iteration 12Q: 3 clusters Score -2.316477e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169962 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -23166394.000000 Penalty: 6030.971680
	Iteration 13Q: 3 clusters Score -2.316639e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172116 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -23167430.000000 Penalty: 6030.971680
	Iteration 14Q: 3 clusters Score -2.316743e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173967 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -23168304.000000 Penalty: 6030.971680
	Iteration 15Q: 3 clusters Score -2.31683e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175581 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -23168964.000000 Penalty: 6030.971680
	Iteration 16Q: 3 clusters Score -2.316896e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177035 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -23169474.000000 Penalty: 6030.971680
	Iteration 17Q: 3 clusters Score -2.316947e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178380 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -23169936.000000 Penalty: 6030.971680
	Iteration 18Q: 3 clusters Score -2.316994e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179577 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -23170442.000000 Penalty: 6030.971680
	Iteration 19Q: 3 clusters Score -2.317044e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180642 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -23170866.000000 Penalty: 6030.971680
	Iteration 20F: 3 clusters Score -2.317087e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181634 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -23171314.000000 Penalty: 6030.971680
	Iteration 21Q: 3 clusters Score -2.317131e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182499 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -23171692.000000 Penalty: 6030.971680
	Iteration 22Q: 3 clusters Score -2.317169e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183274 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -23171928.000000 Penalty: 6030.971680
	Iteration 23Q: 3 clusters Score -2.317193e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183978 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -23172220.000000 Penalty: 6030.971680
	Iteration 24Q: 3 clusters Score -2.317222e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184631 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -23172464.000000 Penalty: 6030.971680
	Iteration 25Q: 3 clusters Score -2.317246e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185177 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -23172680.000000 Penalty: 6030.971680
	Iteration 26Q: 3 clusters Score -2.317268e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185641 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -23172956.000000 Penalty: 6030.971680
	Iteration 27Q: 3 clusters Score -2.317296e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186056 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -23173064.000000 Penalty: 6030.971680
	Iteration 28Q: 3 clusters Score -2.317306e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186403 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -23173198.000000 Penalty: 6030.971680
	Iteration 29Q: 3 clusters Score -2.31732e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186693 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -23173250.000000 Penalty: 6030.971680
	Iteration 30Q: 3 clusters Score -2.317325e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186930 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -23173328.000000 Penalty: 6030.971680
	Iteration 31Q: 3 clusters Score -2.317333e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187138 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -23173406.000000 Penalty: 6030.971680
	Iteration 32Q: 3 clusters Score -2.317341e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187299 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -23173426.000000 Penalty: 6030.971680
	Iteration 33Q: 3 clusters Score -2.317343e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187429 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -23173428.000000 Penalty: 6030.971680
	Iteration 34Q: 3 clusters Score -2.317343e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187551 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -23173464.000000 Penalty: 6030.971680
	Iteration 35Q: 3 clusters Score -2.317346e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187645 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -23173484.000000 Penalty: 6030.971680
	Iteration 36Q: 3 clusters Score -2.317348e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187729 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -23173516.000000 Penalty: 6030.971680
	Iteration 37Q: 3 clusters Score -2.317352e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187810 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -23173562.000000 Penalty: 6030.971680
	Iteration 38Q: 3 clusters Score -2.317356e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187887 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -23173554.000000 Penalty: 6030.971680
	Iteration 39Q: 3 clusters Score -2.317355e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187954 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -23173568.000000 Penalty: 6030.971680
	Iteration 40F: 3 clusters Score -2.317357e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188019 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -23173604.000000 Penalty: 6030.971680
	Iteration 41Q: 3 clusters Score -2.31736e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188083 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -23173616.000000 Penalty: 6030.971680
	Iteration 42Q: 3 clusters Score -2.317362e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188142 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -23173602.000000 Penalty: 6030.971680
	Iteration 43Q: 3 clusters Score -2.31736e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188194 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -23173624.000000 Penalty: 6030.971680
	Iteration 44Q: 3 clusters Score -2.317362e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188247 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -23173618.000000 Penalty: 6030.971680
	Iteration 45Q: 3 clusters Score -2.317362e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188295 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -23173640.000000 Penalty: 6030.971680
	Iteration 46Q: 3 clusters Score -2.317364e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188331 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -23173626.000000 Penalty: 6030.971680
	Iteration 47Q: 3 clusters Score -2.317363e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188353 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -23173640.000000 Penalty: 6030.971680
	Iteration 48Q: 3 clusters Score -2.317364e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188379 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -23173640.000000 Penalty: 6030.971680
	Iteration 49Q: 3 clusters Score -2.317364e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188402 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -23173644.000000 Penalty: 6030.971680
	Iteration 50Q: 3 clusters Score -2.317364e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188424 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -23173662.000000 Penalty: 6030.971680
	Iteration 51Q: 3 clusters Score -2.317366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188440 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -23173670.000000 Penalty: 6030.971680
	Iteration 52Q: 3 clusters Score -2.317367e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188452 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -23173660.000000 Penalty: 6030.971680
	Iteration 53Q: 3 clusters Score -2.317366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188458 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -23173666.000000 Penalty: 6030.971680
	Iteration 54Q: 3 clusters Score -2.317367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188465 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -23173658.000000 Penalty: 6030.971680
	Iteration 55Q: 3 clusters Score -2.317366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188475 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -23173670.000000 Penalty: 6030.971680
	Iteration 56Q: 3 clusters Score -2.317367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188477 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -23173666.000000 Penalty: 6030.971680
	Iteration 57Q: 3 clusters Score -2.317367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188479 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -23173666.000000 Penalty: 6030.971680
	Iteration 58Q: 3 clusters Score -2.317367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188483 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -23173672.000000 Penalty: 6030.971680
	Iteration 59Q: 3 clusters Score -2.317367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188486 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -23173674.000000 Penalty: 6030.971680
	Iteration 60F: 3 clusters Score -2.317367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188489 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -23173682.000000 Penalty: 6030.971680
	Iteration 61Q: 3 clusters Score -2.317368e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188496 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -23173688.000000 Penalty: 6030.971680
	Iteration 62Q: 3 clusters Score -2.317369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188503 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -23173658.000000 Penalty: 6030.971680
	Iteration 63Q: 3 clusters Score -2.317366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188507 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -23173652.000000 Penalty: 6030.971680
	Iteration 64Q: 3 clusters Score -2.317365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188510 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -23173658.000000 Penalty: 6030.971680
	Iteration 65Q: 3 clusters Score -2.317366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188513 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -23173656.000000 Penalty: 6030.971680
	Iteration 66Q: 3 clusters Score -2.317366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188514 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -23173652.000000 Penalty: 6030.971680
	Iteration 67Q: 3 clusters Score -2.317365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188514 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -23173652.000000 Penalty: 6030.971680
	Iteration 68F: 3 clusters Score -2.317365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (80655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80655 members 
Entering Unmasked Estep 
Score: -9752858.000000 Penalty: 2801.888184
	Iteration 0F: 2 clusters Score -9752858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -9699018.000000 Penalty: 5603.776367
	Iteration 0F: 3 clusters Score -9699018 nChanged 37928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -9720777.000000 Penalty: 5603.776367
	Iteration 1F: 3 clusters Score -9720777 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -9722069.000000 Penalty: 5603.776367
	Iteration 2Q: 3 clusters Score -9722069 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -9723778.000000 Penalty: 5603.776367
	Iteration 3Q: 3 clusters Score -9723778 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -9726216.000000 Penalty: 5603.776367
	Iteration 4F: 3 clusters Score -9726216 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -9729850.000000 Penalty: 5603.776367
	Iteration 5F: 3 clusters Score -9729850 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60850 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -9734815.000000 Penalty: 5603.776367
	Iteration 6F: 3 clusters Score -9734815 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65589 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -9739790.000000 Penalty: 5603.776367
	Iteration 7F: 3 clusters Score -9739790 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69360 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -9743862.000000 Penalty: 5603.776367
	Iteration 8F: 3 clusters Score -9743862 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71887 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -9746416.000000 Penalty: 5603.776367
	Iteration 9Q: 3 clusters Score -9746416 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73499 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -9748037.000000 Penalty: 5603.776367
	Iteration 10Q: 3 clusters Score -9748037 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74562 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -9748983.000000 Penalty: 5603.776367
	Iteration 11Q: 3 clusters Score -9748983 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75223 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -9749518.000000 Penalty: 5603.776367
	Iteration 12Q: 3 clusters Score -9749518 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75713 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -9749785.000000 Penalty: 5603.776367
	Iteration 13Q: 3 clusters Score -9749785 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76074 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -9749964.000000 Penalty: 5603.776367
	Iteration 14Q: 3 clusters Score -9749964 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76343 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -9750072.000000 Penalty: 5603.776367
	Iteration 15Q: 3 clusters Score -9750072 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -9750178.000000 Penalty: 5603.776367
	Iteration 16Q: 3 clusters Score -9750178 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76750 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -9750260.000000 Penalty: 5603.776367
	Iteration 17Q: 3 clusters Score -9750260 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76919 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -9750313.000000 Penalty: 5603.776367
	Iteration 18Q: 3 clusters Score -9750313 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77080 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -9750370.000000 Penalty: 5603.776367
	Iteration 19Q: 3 clusters Score -9750370 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77228 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -9750417.000000 Penalty: 5603.776367
	Iteration 20F: 3 clusters Score -9750417 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77332 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -9750435.000000 Penalty: 5603.776367
	Iteration 21Q: 3 clusters Score -9750435 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77426 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -9750452.000000 Penalty: 5603.776367
	Iteration 22Q: 3 clusters Score -9750452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -9750514.000000 Penalty: 5603.776367
	Iteration 23Q: 3 clusters Score -9750514 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77585 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -9750540.000000 Penalty: 5603.776367
	Iteration 24Q: 3 clusters Score -9750540 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -9750563.000000 Penalty: 5603.776367
	Iteration 25Q: 3 clusters Score -9750563 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77728 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -9750554.000000 Penalty: 5603.776367
	Iteration 26Q: 3 clusters Score -9750554 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77781 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -9750584.000000 Penalty: 5603.776367
	Iteration 27Q: 3 clusters Score -9750584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77817 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -9750586.000000 Penalty: 5603.776367
	Iteration 28Q: 3 clusters Score -9750586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77848 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -9750599.000000 Penalty: 5603.776367
	Iteration 29Q: 3 clusters Score -9750599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77878 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -9750609.000000 Penalty: 5603.776367
	Iteration 30Q: 3 clusters Score -9750609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77902 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -9750591.000000 Penalty: 5603.776367
	Iteration 31Q: 3 clusters Score -9750591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77929 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -9750601.000000 Penalty: 5603.776367
	Iteration 32Q: 3 clusters Score -9750601 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77951 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -9750606.000000 Penalty: 5603.776367
	Iteration 33Q: 3 clusters Score -9750606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77974 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -9750619.000000 Penalty: 5603.776367
	Iteration 34Q: 3 clusters Score -9750619 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78007 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -9750625.000000 Penalty: 5603.776367
	Iteration 35Q: 3 clusters Score -9750625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78028 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -9750632.000000 Penalty: 5603.776367
	Iteration 36Q: 3 clusters Score -9750632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78042 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -9750636.000000 Penalty: 5603.776367
	Iteration 37Q: 3 clusters Score -9750636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78047 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -9750627.000000 Penalty: 5603.776367
	Iteration 38Q: 3 clusters Score -9750627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78055 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -9750622.000000 Penalty: 5603.776367
	Iteration 39Q: 3 clusters Score -9750622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78058 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -9750616.000000 Penalty: 5603.776367
	Iteration 40F: 3 clusters Score -9750616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78060 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -9750613.000000 Penalty: 5603.776367
	Iteration 41Q: 3 clusters Score -9750613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78066 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -9750627.000000 Penalty: 5603.776367
	Iteration 42Q: 3 clusters Score -9750627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78072 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -9750633.000000 Penalty: 5603.776367
	Iteration 43Q: 3 clusters Score -9750633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -9750633.000000 Penalty: 5603.776367
	Iteration 44Q: 3 clusters Score -9750633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78083 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -9750637.000000 Penalty: 5603.776367
	Iteration 45Q: 3 clusters Score -9750637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78090 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -9750639.000000 Penalty: 5603.776367
	Iteration 46Q: 3 clusters Score -9750639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78101 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -9750644.000000 Penalty: 5603.776367
	Iteration 47Q: 3 clusters Score -9750644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78116 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -9750633.000000 Penalty: 5603.776367
	Iteration 48Q: 3 clusters Score -9750633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78130 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -9750647.000000 Penalty: 5603.776367
	Iteration 49Q: 3 clusters Score -9750647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78140 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -9750639.000000 Penalty: 5603.776367
	Iteration 50Q: 3 clusters Score -9750639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78149 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -9750649.000000 Penalty: 5603.776367
	Iteration 51Q: 3 clusters Score -9750649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78156 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -9750641.000000 Penalty: 5603.776367
	Iteration 52Q: 3 clusters Score -9750641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9750649.000000 Penalty: 5603.776367
	Iteration 53Q: 3 clusters Score -9750649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9750648.000000 Penalty: 5603.776367
	Iteration 54Q: 3 clusters Score -9750648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78165 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -9750649.000000 Penalty: 5603.776367
	Iteration 55Q: 3 clusters Score -9750649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9750651.000000 Penalty: 5603.776367
	Iteration 56Q: 3 clusters Score -9750651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78165 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -9750651.000000 Penalty: 5603.776367
	Iteration 57Q: 3 clusters Score -9750651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78168 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -9750647.000000 Penalty: 5603.776367
	Iteration 58Q: 3 clusters Score -9750647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78172 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -9750656.000000 Penalty: 5603.776367
	Iteration 59Q: 3 clusters Score -9750656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78176 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -9750654.000000 Penalty: 5603.776367
	Iteration 60F: 3 clusters Score -9750654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78181 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -9750650.000000 Penalty: 5603.776367
	Iteration 61Q: 3 clusters Score -9750650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -9750650.000000 Penalty: 5603.776367
	Iteration 62Q: 3 clusters Score -9750650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78195 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -9750639.000000 Penalty: 5603.776367
	Iteration 63Q: 3 clusters Score -9750639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78197 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -9750646.000000 Penalty: 5603.776367
	Iteration 64Q: 3 clusters Score -9750646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78199 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -9750639.000000 Penalty: 5603.776367
	Iteration 65Q: 3 clusters Score -9750639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -9750633.000000 Penalty: 5603.776367
	Iteration 66Q: 3 clusters Score -9750633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -9750636.000000 Penalty: 5603.776367
	Iteration 67Q: 3 clusters Score -9750636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78206 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -9750635.000000 Penalty: 5603.776367
	Iteration 68Q: 3 clusters Score -9750635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78208 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -9750633.000000 Penalty: 5603.776367
	Iteration 69Q: 3 clusters Score -9750633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78208 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -9750633.000000 Penalty: 5603.776367
	Iteration 70F: 3 clusters Score -9750633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Entering Unmasked Estep 
Score: -284090.937500 Penalty: 1935.656616
	Iteration 0F: 2 clusters Score -284090.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -281151.812500 Penalty: 3871.313232
	Iteration 0F: 3 clusters Score -281151.8 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -281717.468750 Penalty: 3871.313232
	Iteration 1F: 3 clusters Score -281717.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -281863.062500 Penalty: 3871.313232
	Iteration 2F: 3 clusters Score -281863.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -281964.031250 Penalty: 3871.313232
	Iteration 3Q: 3 clusters Score -281964 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -282032.468750 Penalty: 3871.313232
	Iteration 4Q: 3 clusters Score -282032.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -282093.093750 Penalty: 3871.313232
	Iteration 5Q: 3 clusters Score -282093.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -282151.687500 Penalty: 3871.313232
	Iteration 6Q: 3 clusters Score -282151.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -282239.093750 Penalty: 3871.313232
	Iteration 7Q: 3 clusters Score -282239.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -282316.718750 Penalty: 3871.313232
	Iteration 8Q: 3 clusters Score -282316.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -282383.187500 Penalty: 3871.313232
	Iteration 9Q: 3 clusters Score -282383.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -282451.625000 Penalty: 3871.313232
	Iteration 10Q: 3 clusters Score -282451.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -282519.343750 Penalty: 3871.313232
	Iteration 11Q: 3 clusters Score -282519.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -282585.687500 Penalty: 3871.313232
	Iteration 12Q: 3 clusters Score -282585.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -282635.843750 Penalty: 3871.313232
	Iteration 13Q: 3 clusters Score -282635.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -282673.312500 Penalty: 3871.313232
	Iteration 14Q: 3 clusters Score -282673.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -282699.437500 Penalty: 3871.313232
	Iteration 15Q: 3 clusters Score -282699.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -282725.218750 Penalty: 3871.313232
	Iteration 16Q: 3 clusters Score -282725.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -282745.500000 Penalty: 3871.313232
	Iteration 17Q: 3 clusters Score -282745.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -282759.718750 Penalty: 3871.313232
	Iteration 18Q: 3 clusters Score -282759.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -282769.281250 Penalty: 3871.313232
	Iteration 19Q: 3 clusters Score -282769.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -282778.093750 Penalty: 3871.313232
	Iteration 20F: 3 clusters Score -282778.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -282783.968750 Penalty: 3871.313232
	Iteration 21Q: 3 clusters Score -282784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -282787.062500 Penalty: 3871.313232
	Iteration 22Q: 3 clusters Score -282787.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -282791.968750 Penalty: 3871.313232
	Iteration 23Q: 3 clusters Score -282792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -282795.937500 Penalty: 3871.313232
	Iteration 24Q: 3 clusters Score -282795.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -282797.843750 Penalty: 3871.313232
	Iteration 25Q: 3 clusters Score -282797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -282798.875000 Penalty: 3871.313232
	Iteration 26Q: 3 clusters Score -282798.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -282802.562500 Penalty: 3871.313232
	Iteration 27Q: 3 clusters Score -282802.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -282802.562500 Penalty: 3871.313232
	Iteration 28F: 3 clusters Score -282802.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Entering Unmasked Estep 
Score: -210079.640625 Penalty: 1860.131226
	Iteration 0F: 2 clusters Score -210079.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -207596.765625 Penalty: 3720.262451
	Iteration 0F: 3 clusters Score -207596.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -208060.625000 Penalty: 3720.262451
	Iteration 1F: 3 clusters Score -208060.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -208199.937500 Penalty: 3720.262451
	Iteration 2F: 3 clusters Score -208199.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -208298.562500 Penalty: 3720.262451
	Iteration 3F: 3 clusters Score -208298.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -208347.984375 Penalty: 3720.262451
	Iteration 4Q: 3 clusters Score -208348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -208378.390625 Penalty: 3720.262451
	Iteration 5Q: 3 clusters Score -208378.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -208402.281250 Penalty: 3720.262451
	Iteration 6Q: 3 clusters Score -208402.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -208421.265625 Penalty: 3720.262451
	Iteration 7Q: 3 clusters Score -208421.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -208438.875000 Penalty: 3720.262451
	Iteration 8Q: 3 clusters Score -208438.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -208450.296875 Penalty: 3720.262451
	Iteration 9Q: 3 clusters Score -208450.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -208471.312500 Penalty: 3720.262451
	Iteration 10Q: 3 clusters Score -208471.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -208503.578125 Penalty: 3720.262451
	Iteration 11Q: 3 clusters Score -208503.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -208570.156250 Penalty: 3720.262451
	Iteration 12Q: 3 clusters Score -208570.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -208700.312500 Penalty: 3720.262451
	Iteration 13Q: 3 clusters Score -208700.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -208829.093750 Penalty: 3720.262451
	Iteration 14Q: 3 clusters Score -208829.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -208955.609375 Penalty: 3720.262451
	Iteration 15Q: 3 clusters Score -208955.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -209073.093750 Penalty: 3720.262451
	Iteration 16Q: 3 clusters Score -209073.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -209170.890625 Penalty: 3720.262451
	Iteration 17Q: 3 clusters Score -209170.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -209256.328125 Penalty: 3720.262451
	Iteration 18Q: 3 clusters Score -209256.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -209326.484375 Penalty: 3720.262451
	Iteration 19Q: 3 clusters Score -209326.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -209375.531250 Penalty: 3720.262451
	Iteration 20F: 3 clusters Score -209375.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -209426.578125 Penalty: 3720.262451
	Iteration 21Q: 3 clusters Score -209426.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -209494.015625 Penalty: 3720.262451
	Iteration 22Q: 3 clusters Score -209494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -209547.312500 Penalty: 3720.262451
	Iteration 23Q: 3 clusters Score -209547.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -209616.781250 Penalty: 3720.262451
	Iteration 24Q: 3 clusters Score -209616.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -209683.687500 Penalty: 3720.262451
	Iteration 25Q: 3 clusters Score -209683.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -209757.312500 Penalty: 3720.262451
	Iteration 26Q: 3 clusters Score -209757.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -209804.140625 Penalty: 3720.262451
	Iteration 27Q: 3 clusters Score -209804.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -209849.015625 Penalty: 3720.262451
	Iteration 28Q: 3 clusters Score -209849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -209896.296875 Penalty: 3720.262451
	Iteration 29Q: 3 clusters Score -209896.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -209949.109375 Penalty: 3720.262451
	Iteration 30Q: 3 clusters Score -209949.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -210012.890625 Penalty: 3720.262451
	Iteration 31Q: 3 clusters Score -210012.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -210112.484375 Penalty: 3720.262451
	Iteration 32Q: 3 clusters Score -210112.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -210239.625000 Penalty: 3720.262451
	Iteration 33Q: 3 clusters Score -210239.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -210308.453125 Penalty: 3720.262451
	Iteration 34Q: 3 clusters Score -210308.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -210361.953125 Penalty: 3720.262451
	Iteration 35Q: 3 clusters Score -210362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -210421.125000 Penalty: 3720.262451
	Iteration 36Q: 3 clusters Score -210421.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -210486.718750 Penalty: 3720.262451
	Iteration 37Q: 3 clusters Score -210486.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -210503.343750 Penalty: 3720.262451
	Iteration 38Q: 3 clusters Score -210503.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -210503.343750 Penalty: 3720.262451
	Iteration 39F: 3 clusters Score -210503.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190845 members 
Mstep: Class 2 contains 80655 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 236 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40731 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33116 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21491 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53428 members 
Mstep: Class 20 contains 10494 members 
Mstep: Class 21 contains 19809 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53688 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244888 members 
Mstep: Class 32 contains 11243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213294 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117869 members 
Mstep: Class 40 contains 312 members 
Mstep: Class 41 contains 1573 members 
Entering Unmasked Estep 
Score: -148076352.000000 Penalty: 142708.921875
Splitting cluster 4 changes total score from -148077664.000000 to -148076352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (60659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Entering Unmasked Estep 
Score: -7465301.000000 Penalty: 2731.229736
	Iteration 0F: 2 clusters Score -7465301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -7424830.000000 Penalty: 5462.459473
	Iteration 0F: 3 clusters Score -7424830 nChanged 28101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -7440515.000000 Penalty: 5462.459473
	Iteration 1F: 3 clusters Score -7440515 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -7441044.500000 Penalty: 5462.459473
	Iteration 2Q: 3 clusters Score -7441044 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -7441598.500000 Penalty: 5462.459473
	Iteration 3Q: 3 clusters Score -7441598 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -7442231.500000 Penalty: 5462.459473
	Iteration 4Q: 3 clusters Score -7442232 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -7443102.000000 Penalty: 5462.459473
	Iteration 5Q: 3 clusters Score -7443102 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -7444344.000000 Penalty: 5462.459473
	Iteration 6Q: 3 clusters Score -7444344 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -7446224.500000 Penalty: 5462.459473
	Iteration 7F: 3 clusters Score -7446224 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -7449027.500000 Penalty: 5462.459473
	Iteration 8F: 3 clusters Score -7449028 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -7452892.000000 Penalty: 5462.459473
	Iteration 9F: 3 clusters Score -7452892 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -7456881.000000 Penalty: 5462.459473
	Iteration 10F: 3 clusters Score -7456881 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -7460094.000000 Penalty: 5462.459473
	Iteration 11Q: 3 clusters Score -7460094 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -7461683.500000 Penalty: 5462.459473
	Iteration 12Q: 3 clusters Score -7461684 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -7462215.000000 Penalty: 5462.459473
	Iteration 13Q: 3 clusters Score -7462215 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -7462427.500000 Penalty: 5462.459473
	Iteration 14Q: 3 clusters Score -7462428 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -7462549.500000 Penalty: 5462.459473
	Iteration 15Q: 3 clusters Score -7462550 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -7462639.000000 Penalty: 5462.459473
	Iteration 16Q: 3 clusters Score -7462639 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -7462646.000000 Penalty: 5462.459473
	Iteration 17Q: 3 clusters Score -7462646 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -7462700.500000 Penalty: 5462.459473
	Iteration 18Q: 3 clusters Score -7462700 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55051 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -7462709.000000 Penalty: 5462.459473
	Iteration 19Q: 3 clusters Score -7462709 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -7462740.000000 Penalty: 5462.459473
	Iteration 20F: 3 clusters Score -7462740 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -7462763.000000 Penalty: 5462.459473
	Iteration 21Q: 3 clusters Score -7462763 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -7462776.500000 Penalty: 5462.459473
	Iteration 22Q: 3 clusters Score -7462776 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -7462792.500000 Penalty: 5462.459473
	Iteration 23Q: 3 clusters Score -7462792 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55552 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -7462819.500000 Penalty: 5462.459473
	Iteration 24Q: 3 clusters Score -7462820 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -7462836.500000 Penalty: 5462.459473
	Iteration 25Q: 3 clusters Score -7462836 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -7462846.000000 Penalty: 5462.459473
	Iteration 26Q: 3 clusters Score -7462846 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -7462857.500000 Penalty: 5462.459473
	Iteration 27Q: 3 clusters Score -7462858 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -7462878.000000 Penalty: 5462.459473
	Iteration 28Q: 3 clusters Score -7462878 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55993 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -7462892.000000 Penalty: 5462.459473
	Iteration 29Q: 3 clusters Score -7462892 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -7462890.500000 Penalty: 5462.459473
	Iteration 30Q: 3 clusters Score -7462890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -7462902.000000 Penalty: 5462.459473
	Iteration 31Q: 3 clusters Score -7462902 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56165 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -7462904.500000 Penalty: 5462.459473
	Iteration 32Q: 3 clusters Score -7462904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -7462914.500000 Penalty: 5462.459473
	Iteration 33Q: 3 clusters Score -7462914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -7462902.500000 Penalty: 5462.459473
	Iteration 34Q: 3 clusters Score -7462902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -7462906.000000 Penalty: 5462.459473
	Iteration 35Q: 3 clusters Score -7462906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56364 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -7462925.500000 Penalty: 5462.459473
	Iteration 36Q: 3 clusters Score -7462926 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -7462936.500000 Penalty: 5462.459473
	Iteration 37Q: 3 clusters Score -7462936 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -7462919.500000 Penalty: 5462.459473
	Iteration 38Q: 3 clusters Score -7462920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -7462935.500000 Penalty: 5462.459473
	Iteration 39Q: 3 clusters Score -7462936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -7462942.500000 Penalty: 5462.459473
	Iteration 40F: 3 clusters Score -7462942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56592 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -7462957.000000 Penalty: 5462.459473
	Iteration 41Q: 3 clusters Score -7462957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56622 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -7462957.000000 Penalty: 5462.459473
	Iteration 42Q: 3 clusters Score -7462957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -7462959.000000 Penalty: 5462.459473
	Iteration 43Q: 3 clusters Score -7462959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56674 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -7462961.500000 Penalty: 5462.459473
	Iteration 44Q: 3 clusters Score -7462962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -7462974.000000 Penalty: 5462.459473
	Iteration 45Q: 3 clusters Score -7462974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -7462975.500000 Penalty: 5462.459473
	Iteration 46Q: 3 clusters Score -7462976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -7462985.500000 Penalty: 5462.459473
	Iteration 47Q: 3 clusters Score -7462986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56764 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -7462986.000000 Penalty: 5462.459473
	Iteration 48Q: 3 clusters Score -7462986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56783 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -7462993.000000 Penalty: 5462.459473
	Iteration 49Q: 3 clusters Score -7462993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56809 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -7463003.500000 Penalty: 5462.459473
	Iteration 50Q: 3 clusters Score -7463004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56840 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -7463024.500000 Penalty: 5462.459473
	Iteration 51Q: 3 clusters Score -7463024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56858 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -7463033.500000 Penalty: 5462.459473
	Iteration 52Q: 3 clusters Score -7463034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -7463035.000000 Penalty: 5462.459473
	Iteration 53Q: 3 clusters Score -7463035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -7463023.500000 Penalty: 5462.459473
	Iteration 54Q: 3 clusters Score -7463024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56911 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -7463045.500000 Penalty: 5462.459473
	Iteration 55Q: 3 clusters Score -7463046 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7463046 nChanged 18
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Mstep: Class 1 contains 56945 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7463044 nChanged 15
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Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7463051 nChanged 13
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Mstep: Class 1 contains 56973 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7463052 nChanged 13
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Mstep: Class 1 contains 56986 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7463043 nChanged 10
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Mstep: Class 1 contains 56996 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7463054 nChanged 7
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Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7463052 nChanged 6
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Mstep: Class 2 contains 3650 members 
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	Iteration 63Q: 3 clusters Score -7463046 nChanged 5
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Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7463050 nChanged 6
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Mstep: Class 1 contains 57020 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7463040 nChanged 8
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7463048 nChanged 8
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7463051 nChanged 8
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7463050 nChanged 8
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Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7463050 nChanged 10
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7463039 nChanged 11
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7463041 nChanged 7
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7463042 nChanged 9
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Mstep: Class 1 contains 57089 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7463044 nChanged 12
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Entering Unmasked Estep 
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Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7463055 nChanged 16
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	Iteration 77Q: 3 clusters Score -7463048 nChanged 12
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Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7463042 nChanged 17
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Mstep: Class 2 contains 3495 members 
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	Iteration 79Q: 3 clusters Score -7463048 nChanged 20
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Mstep: Class 2 contains 3477 members 
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	Iteration 80F: 3 clusters Score -7463050 nChanged 17
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Mstep: Class 1 contains 57199 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7463058 nChanged 18
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	Iteration 85Q: 3 clusters Score -7463070 nChanged 27
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	Iteration 86Q: 3 clusters Score -7463069 nChanged 30
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	Iteration 93Q: 3 clusters Score -7463076 nChanged 8
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	Iteration 96Q: 3 clusters Score -7463074 nChanged 4
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Mstep: Class 1 contains 57422 members 
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	Iteration 97Q: 3 clusters Score -7463078 nChanged 3
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	Iteration 98Q: 3 clusters Score -7463075 nChanged 4
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Mstep: Class 1 contains 57427 members 
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	Iteration 99Q: 3 clusters Score -7463072 nChanged 3
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Mstep: Class 1 contains 57430 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7463072 nChanged 6
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	Iteration 102Q: 3 clusters Score -7463074 nChanged 9
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7463071 nChanged 8
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7463085 nChanged 7
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	Iteration 105Q: 3 clusters Score -7463084 nChanged 6
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7463092 nChanged 7
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	Iteration 107Q: 3 clusters Score -7463091 nChanged 7
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	Iteration 108Q: 3 clusters Score -7463086 nChanged 6
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7463090 nChanged 8
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	Iteration 110Q: 3 clusters Score -7463088 nChanged 7
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	Iteration 111Q: 3 clusters Score -7463082 nChanged 8
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Mstep: Class 1 contains 57517 members 
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	Iteration 112Q: 3 clusters Score -7463083 nChanged 9
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7463079 nChanged 7
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	Iteration 114Q: 3 clusters Score -7463085 nChanged 6
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	Iteration 115Q: 3 clusters Score -7463078 nChanged 5
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	Iteration 116Q: 3 clusters Score -7463080 nChanged 5
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	Iteration 117Q: 3 clusters Score -7463076 nChanged 4
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7463077 nChanged 2
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	Iteration 119Q: 3 clusters Score -7463077 nChanged 2
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	Iteration 120F: 3 clusters Score -7463078 nChanged 4
Entering Unmasked Mstep 
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	Iteration 121Q: 3 clusters Score -7463072 nChanged 5
Entering Unmasked Mstep 
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	Iteration 122Q: 3 clusters Score -7463075 nChanged 4
Entering Unmasked Mstep 
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	Iteration 123Q: 3 clusters Score -7463085 nChanged 4
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	Iteration 124Q: 3 clusters Score -7463092 nChanged 1
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	Iteration 125Q: 3 clusters Score -7463085 nChanged 1
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	Iteration 126Q: 3 clusters Score -7463088 nChanged 6
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	Iteration 127Q: 3 clusters Score -7463092 nChanged 5
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	Iteration 128Q: 3 clusters Score -7463105 nChanged 5
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	Iteration 129Q: 3 clusters Score -7463106 nChanged 6
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	Iteration 130Q: 3 clusters Score -7463102 nChanged 8
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	Iteration 131Q: 3 clusters Score -7463108 nChanged 9
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	Iteration 132Q: 3 clusters Score -7463116 nChanged 9
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	Iteration 134Q: 3 clusters Score -7463116 nChanged 4
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	Iteration 135Q: 3 clusters Score -7463111 nChanged 5
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	Iteration 136Q: 3 clusters Score -7463112 nChanged 10
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	Iteration 137Q: 3 clusters Score -7463109 nChanged 12
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	Iteration 138Q: 3 clusters Score -7463120 nChanged 9
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	Iteration 139Q: 3 clusters Score -7463132 nChanged 10
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	Iteration 140F: 3 clusters Score -7463126 nChanged 9
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	Iteration 141Q: 3 clusters Score -7463122 nChanged 4
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	Iteration 142Q: 3 clusters Score -7463123 nChanged 6
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	Iteration 146Q: 3 clusters Score -7463125 nChanged 8
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	Iteration 147Q: 3 clusters Score -7463125 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57716 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -7463126.000000 Penalty: 5462.459473
	Iteration 148Q: 3 clusters Score -7463126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -7463138.500000 Penalty: 5462.459473
	Iteration 149Q: 3 clusters Score -7463138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7463143.000000 Penalty: 5462.459473
	Iteration 150Q: 3 clusters Score -7463143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -7463144.500000 Penalty: 5462.459473
	Iteration 151Q: 3 clusters Score -7463144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57727 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -7463140.000000 Penalty: 5462.459473
	Iteration 152Q: 3 clusters Score -7463140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57731 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -7463135.000000 Penalty: 5462.459473
	Iteration 153Q: 3 clusters Score -7463135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57734 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -7463136.500000 Penalty: 5462.459473
	Iteration 154Q: 3 clusters Score -7463136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57740 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -7463134.500000 Penalty: 5462.459473
	Iteration 155Q: 3 clusters Score -7463134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -7463133.500000 Penalty: 5462.459473
	Iteration 156Q: 3 clusters Score -7463134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57752 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -7463142.500000 Penalty: 5462.459473
	Iteration 157Q: 3 clusters Score -7463142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -7463144.500000 Penalty: 5462.459473
	Iteration 158Q: 3 clusters Score -7463144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -7463138.500000 Penalty: 5462.459473
	Iteration 159Q: 3 clusters Score -7463138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -7463148.000000 Penalty: 5462.459473
	Iteration 160F: 3 clusters Score -7463148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -7463165.500000 Penalty: 5462.459473
	Iteration 161Q: 3 clusters Score -7463166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -7463175.500000 Penalty: 5462.459473
	Iteration 162Q: 3 clusters Score -7463176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57834 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -7463175.500000 Penalty: 5462.459473
	Iteration 163Q: 3 clusters Score -7463176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -7463172.000000 Penalty: 5462.459473
	Iteration 164Q: 3 clusters Score -7463172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57848 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -7463170.500000 Penalty: 5462.459473
	Iteration 165Q: 3 clusters Score -7463170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57855 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -7463175.500000 Penalty: 5462.459473
	Iteration 166Q: 3 clusters Score -7463176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57864 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -7463178.500000 Penalty: 5462.459473
	Iteration 167Q: 3 clusters Score -7463178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -7463177.000000 Penalty: 5462.459473
	Iteration 168Q: 3 clusters Score -7463177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57880 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -7463171.000000 Penalty: 5462.459473
	Iteration 169Q: 3 clusters Score -7463171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57889 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -7463170.500000 Penalty: 5462.459473
	Iteration 170Q: 3 clusters Score -7463170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -7463171.500000 Penalty: 5462.459473
	Iteration 171Q: 3 clusters Score -7463172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -7463171.000000 Penalty: 5462.459473
	Iteration 172Q: 3 clusters Score -7463171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -7463180.000000 Penalty: 5462.459473
	Iteration 173Q: 3 clusters Score -7463180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57930 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -7463175.500000 Penalty: 5462.459473
	Iteration 174Q: 3 clusters Score -7463176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -7463184.000000 Penalty: 5462.459473
	Iteration 175Q: 3 clusters Score -7463184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57947 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -7463189.500000 Penalty: 5462.459473
	Iteration 176Q: 3 clusters Score -7463190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -7463190.500000 Penalty: 5462.459473
	Iteration 177Q: 3 clusters Score -7463190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -7463193.500000 Penalty: 5462.459473
	Iteration 178Q: 3 clusters Score -7463194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -7463194.000000 Penalty: 5462.459473
	Iteration 179Q: 3 clusters Score -7463194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -7463188.500000 Penalty: 5462.459473
	Iteration 180F: 3 clusters Score -7463188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57978 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -7463189.500000 Penalty: 5462.459473
	Iteration 181Q: 3 clusters Score -7463190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57984 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7463184.500000 Penalty: 5462.459473
	Iteration 182Q: 3 clusters Score -7463184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57990 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -7463184.000000 Penalty: 5462.459473
	Iteration 183Q: 3 clusters Score -7463184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57995 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -7463187.000000 Penalty: 5462.459473
	Iteration 184Q: 3 clusters Score -7463187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57996 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -7463183.000000 Penalty: 5462.459473
	Iteration 185Q: 3 clusters Score -7463183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -7463190.500000 Penalty: 5462.459473
	Iteration 186Q: 3 clusters Score -7463190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -7463195.500000 Penalty: 5462.459473
	Iteration 187Q: 3 clusters Score -7463196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58016 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -7463198.500000 Penalty: 5462.459473
	Iteration 188Q: 3 clusters Score -7463198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -7463211.500000 Penalty: 5462.459473
	Iteration 189Q: 3 clusters Score -7463212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -7463214.500000 Penalty: 5462.459473
	Iteration 190Q: 3 clusters Score -7463214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58055 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -7463221.000000 Penalty: 5462.459473
	Iteration 191Q: 3 clusters Score -7463221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -7463218.500000 Penalty: 5462.459473
	Iteration 192Q: 3 clusters Score -7463218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -7463218.500000 Penalty: 5462.459473
	Iteration 193Q: 3 clusters Score -7463218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -7463221.500000 Penalty: 5462.459473
	Iteration 194Q: 3 clusters Score -7463222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -7463212.500000 Penalty: 5462.459473
	Iteration 195Q: 3 clusters Score -7463212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58088 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -7463210.500000 Penalty: 5462.459473
	Iteration 196Q: 3 clusters Score -7463210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58094 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -7463215.000000 Penalty: 5462.459473
	Iteration 197Q: 3 clusters Score -7463215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58102 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -7463210.000000 Penalty: 5462.459473
	Iteration 198Q: 3 clusters Score -7463210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -7463206.500000 Penalty: 5462.459473
	Iteration 199Q: 3 clusters Score -7463206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7463217.500000 Penalty: 5462.459473
	Iteration 200F: 3 clusters Score -7463218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7463213.000000 Penalty: 5462.459473
	Iteration 201Q: 3 clusters Score -7463213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -7463216.000000 Penalty: 5462.459473
	Iteration 202Q: 3 clusters Score -7463216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58133 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -7463220.000000 Penalty: 5462.459473
	Iteration 203Q: 3 clusters Score -7463220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58135 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -7463222.000000 Penalty: 5462.459473
	Iteration 204Q: 3 clusters Score -7463222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -7463224.000000 Penalty: 5462.459473
	Iteration 205Q: 3 clusters Score -7463224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58141 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -7463225.000000 Penalty: 5462.459473
	Iteration 206Q: 3 clusters Score -7463225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -7463221.000000 Penalty: 5462.459473
	Iteration 207Q: 3 clusters Score -7463221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58153 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7463224.000000 Penalty: 5462.459473
	Iteration 208Q: 3 clusters Score -7463224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -7463225.500000 Penalty: 5462.459473
	Iteration 209Q: 3 clusters Score -7463226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -7463228.000000 Penalty: 5462.459473
	Iteration 210Q: 3 clusters Score -7463228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -7463229.500000 Penalty: 5462.459473
	Iteration 211Q: 3 clusters Score -7463230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -7463224.500000 Penalty: 5462.459473
	Iteration 212Q: 3 clusters Score -7463224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -7463218.000000 Penalty: 5462.459473
	Iteration 213Q: 3 clusters Score -7463218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58170 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -7463215.500000 Penalty: 5462.459473
	Iteration 214Q: 3 clusters Score -7463216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -7463222.000000 Penalty: 5462.459473
	Iteration 215Q: 3 clusters Score -7463222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -7463222.000000 Penalty: 5462.459473
	Iteration 216F: 3 clusters Score -7463222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Entering Unmasked Estep 
Score: -376650.375000 Penalty: 2009.441528
	Iteration 0F: 2 clusters Score -376650.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -373194.250000 Penalty: 4018.883057
	Iteration 0F: 3 clusters Score -373194.2 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -373925.406250 Penalty: 4018.883057
	Iteration 1F: 3 clusters Score -373925.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -374136.187500 Penalty: 4018.883057
	Iteration 2F: 3 clusters Score -374136.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -374329.625000 Penalty: 4018.883057
	Iteration 3F: 3 clusters Score -374329.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -374503.218750 Penalty: 4018.883057
	Iteration 4Q: 3 clusters Score -374503.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -374691.843750 Penalty: 4018.883057
	Iteration 5Q: 3 clusters Score -374691.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -374926.093750 Penalty: 4018.883057
	Iteration 6F: 3 clusters Score -374926.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -375198.031250 Penalty: 4018.883057
	Iteration 7F: 3 clusters Score -375198 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -375433.875000 Penalty: 4018.883057
	Iteration 8Q: 3 clusters Score -375433.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -375611.031250 Penalty: 4018.883057
	Iteration 9Q: 3 clusters Score -375611 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -375773.281250 Penalty: 4018.883057
	Iteration 10Q: 3 clusters Score -375773.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -375915.218750 Penalty: 4018.883057
	Iteration 11Q: 3 clusters Score -375915.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -375997.468750 Penalty: 4018.883057
	Iteration 12Q: 3 clusters Score -375997.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -376045.781250 Penalty: 4018.883057
	Iteration 13Q: 3 clusters Score -376045.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -376066.375000 Penalty: 4018.883057
	Iteration 14Q: 3 clusters Score -376066.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -376076.937500 Penalty: 4018.883057
	Iteration 15Q: 3 clusters Score -376076.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -376081.750000 Penalty: 4018.883057
	Iteration 16Q: 3 clusters Score -376081.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -376085.375000 Penalty: 4018.883057
	Iteration 17Q: 3 clusters Score -376085.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -376085.250000 Penalty: 4018.883057
	Iteration 18Q: 3 clusters Score -376085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -376086.593750 Penalty: 4018.883057
	Iteration 19Q: 3 clusters Score -376086.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -376087.781250 Penalty: 4018.883057
	Iteration 20F: 3 clusters Score -376087.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -203186.531250 Penalty: 1836.864258
	Iteration 0F: 2 clusters Score -203186.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -200775.328125 Penalty: 3673.728516
	Iteration 0F: 3 clusters Score -200775.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -201201.625000 Penalty: 3673.728516
	Iteration 1F: 3 clusters Score -201201.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -201325.484375 Penalty: 3673.728516
	Iteration 2F: 3 clusters Score -201325.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -201379.765625 Penalty: 3673.728516
	Iteration 3Q: 3 clusters Score -201379.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -201413.203125 Penalty: 3673.728516
	Iteration 4Q: 3 clusters Score -201413.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -201441.734375 Penalty: 3673.728516
	Iteration 5Q: 3 clusters Score -201441.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -201449.500000 Penalty: 3673.728516
	Iteration 6Q: 3 clusters Score -201449.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -201454.890625 Penalty: 3673.728516
	Iteration 7Q: 3 clusters Score -201454.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -201459.828125 Penalty: 3673.728516
	Iteration 8Q: 3 clusters Score -201459.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -201465.687500 Penalty: 3673.728516
	Iteration 9Q: 3 clusters Score -201465.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -201468.187500 Penalty: 3673.728516
	Iteration 10Q: 3 clusters Score -201468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -201470.031250 Penalty: 3673.728516
	Iteration 11Q: 3 clusters Score -201470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -201471.640625 Penalty: 3673.728516
	Iteration 12Q: 3 clusters Score -201471.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -201472.500000 Penalty: 3673.728516
	Iteration 13Q: 3 clusters Score -201472.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -201472.500000 Penalty: 3673.728516
	Iteration 14F: 3 clusters Score -201472.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Entering Unmasked Estep 
Score: -4883956.500000 Penalty: 2632.456787
	Iteration 0F: 2 clusters Score -4883956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -4856471.000000 Penalty: 5264.913574
	Iteration 0F: 3 clusters Score -4856471 nChanged 18552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -4866813.000000 Penalty: 5264.913574
	Iteration 1F: 3 clusters Score -4866813 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -4867372.500000 Penalty: 5264.913574
	Iteration 2Q: 3 clusters Score -4867372 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -4867897.000000 Penalty: 5264.913574
	Iteration 3Q: 3 clusters Score -4867897 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -4868369.500000 Penalty: 5264.913574
	Iteration 4Q: 3 clusters Score -4868370 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -4868965.000000 Penalty: 5264.913574
	Iteration 5Q: 3 clusters Score -4868965 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -4869629.500000 Penalty: 5264.913574
	Iteration 6Q: 3 clusters Score -4869630 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -4870504.000000 Penalty: 5264.913574
	Iteration 7Q: 3 clusters Score -4870504 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -4871674.500000 Penalty: 5264.913574
	Iteration 8F: 3 clusters Score -4871674 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -4873068.000000 Penalty: 5264.913574
	Iteration 9F: 3 clusters Score -4873068 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -4874691.000000 Penalty: 5264.913574
	Iteration 10F: 3 clusters Score -4874691 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -4876204.500000 Penalty: 5264.913574
	Iteration 11Q: 3 clusters Score -4876204 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -4877290.500000 Penalty: 5264.913574
	Iteration 12Q: 3 clusters Score -4877290 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -4877944.500000 Penalty: 5264.913574
	Iteration 13Q: 3 clusters Score -4877944 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -4878385.000000 Penalty: 5264.913574
	Iteration 14Q: 3 clusters Score -4878385 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -4878700.000000 Penalty: 5264.913574
	Iteration 15Q: 3 clusters Score -4878700 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -4878960.000000 Penalty: 5264.913574
	Iteration 16Q: 3 clusters Score -4878960 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -4879215.000000 Penalty: 5264.913574
	Iteration 17Q: 3 clusters Score -4879215 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -4879534.500000 Penalty: 5264.913574
	Iteration 18Q: 3 clusters Score -4879534 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -4879768.500000 Penalty: 5264.913574
	Iteration 19Q: 3 clusters Score -4879768 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -4879999.000000 Penalty: 5264.913574
	Iteration 20F: 3 clusters Score -4879999 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -4880212.000000 Penalty: 5264.913574
	Iteration 21Q: 3 clusters Score -4880212 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -4880418.500000 Penalty: 5264.913574
	Iteration 22Q: 3 clusters Score -4880418 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -4880590.500000 Penalty: 5264.913574
	Iteration 23Q: 3 clusters Score -4880590 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -4880774.000000 Penalty: 5264.913574
	Iteration 24Q: 3 clusters Score -4880774 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -4880923.000000 Penalty: 5264.913574
	Iteration 25Q: 3 clusters Score -4880923 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -4881056.000000 Penalty: 5264.913574
	Iteration 26Q: 3 clusters Score -4881056 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -4881207.000000 Penalty: 5264.913574
	Iteration 27Q: 3 clusters Score -4881207 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -4881351.000000 Penalty: 5264.913574
	Iteration 28Q: 3 clusters Score -4881351 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -4881435.500000 Penalty: 5264.913574
	Iteration 29Q: 3 clusters Score -4881436 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -4881537.000000 Penalty: 5264.913574
	Iteration 30Q: 3 clusters Score -4881537 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -4881589.500000 Penalty: 5264.913574
	Iteration 31Q: 3 clusters Score -4881590 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -4881630.500000 Penalty: 5264.913574
	Iteration 32Q: 3 clusters Score -4881630 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -4881673.500000 Penalty: 5264.913574
	Iteration 33Q: 3 clusters Score -4881674 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -4881680.500000 Penalty: 5264.913574
	Iteration 34Q: 3 clusters Score -4881680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -4881700.000000 Penalty: 5264.913574
	Iteration 35Q: 3 clusters Score -4881700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -4881707.000000 Penalty: 5264.913574
	Iteration 36Q: 3 clusters Score -4881707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -4881710.000000 Penalty: 5264.913574
	Iteration 37Q: 3 clusters Score -4881710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -4881733.000000 Penalty: 5264.913574
	Iteration 38Q: 3 clusters Score -4881733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -4881745.000000 Penalty: 5264.913574
	Iteration 39Q: 3 clusters Score -4881745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -4881764.000000 Penalty: 5264.913574
	Iteration 40F: 3 clusters Score -4881764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -4881775.000000 Penalty: 5264.913574
	Iteration 41Q: 3 clusters Score -4881775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -4881779.500000 Penalty: 5264.913574
	Iteration 42Q: 3 clusters Score -4881780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -4881779.000000 Penalty: 5264.913574
	Iteration 43Q: 3 clusters Score -4881779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -4881795.000000 Penalty: 5264.913574
	Iteration 44Q: 3 clusters Score -4881795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -4881800.000000 Penalty: 5264.913574
	Iteration 45Q: 3 clusters Score -4881800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -4881806.000000 Penalty: 5264.913574
	Iteration 46Q: 3 clusters Score -4881806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -4881809.000000 Penalty: 5264.913574
	Iteration 47Q: 3 clusters Score -4881809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -4881809.500000 Penalty: 5264.913574
	Iteration 48Q: 3 clusters Score -4881810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -4881816.000000 Penalty: 5264.913574
	Iteration 49Q: 3 clusters Score -4881816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -4881822.500000 Penalty: 5264.913574
	Iteration 50Q: 3 clusters Score -4881822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -4881823.000000 Penalty: 5264.913574
	Iteration 51Q: 3 clusters Score -4881823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -4881823.000000 Penalty: 5264.913574
	Iteration 52Q: 3 clusters Score -4881823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -4881824.500000 Penalty: 5264.913574
	Iteration 53Q: 3 clusters Score -4881824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -4881828.000000 Penalty: 5264.913574
	Iteration 54Q: 3 clusters Score -4881828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -4881829.000000 Penalty: 5264.913574
	Iteration 55Q: 3 clusters Score -4881829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -4881829.500000 Penalty: 5264.913574
	Iteration 56Q: 3 clusters Score -4881830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -4881827.500000 Penalty: 5264.913574
	Iteration 57Q: 3 clusters Score -4881828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -4881825.500000 Penalty: 5264.913574
	Iteration 58Q: 3 clusters Score -4881826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -4881825.500000 Penalty: 5264.913574
	Iteration 59F: 3 clusters Score -4881826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -44580.449219 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -44580.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43179.003906 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -43179 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -43493.039062 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -43493.04 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43656.648438 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -43656.65 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -43787.503906 Penalty: 3069.378906
	Iteration 3F: 3 clusters Score -43787.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -43848.023438 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -43848.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -43895.027344 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -43895.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -43942.140625 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -43942.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -44020.019531 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -44020.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -44110.628906 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -44110.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -44197.316406 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -44197.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -44241.691406 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -44241.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -44264.199219 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -44264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -44276.617188 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -44276.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -44280.746094 Penalty: 3069.378906
	Iteration 13Q: 3 clusters Score -44280.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -44280.746094 Penalty: 3069.378906
	Iteration 14F: 3 clusters Score -44280.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Entering Unmasked Estep 
Score: -3971112.500000 Penalty: 2581.127441
	Iteration 0F: 2 clusters Score -3971112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -3948506.500000 Penalty: 5162.254883
	Iteration 0F: 3 clusters Score -3948506 nChanged 15014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3956594.750000 Penalty: 5162.254883
	Iteration 1F: 3 clusters Score -3956595 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -3957129.500000 Penalty: 5162.254883
	Iteration 2Q: 3 clusters Score -3957130 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3957732.000000 Penalty: 5162.254883
	Iteration 3Q: 3 clusters Score -3957732 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -3958550.500000 Penalty: 5162.254883
	Iteration 4F: 3 clusters Score -3958550 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3959687.500000 Penalty: 5162.254883
	Iteration 5F: 3 clusters Score -3959688 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -3961209.250000 Penalty: 5162.254883
	Iteration 6F: 3 clusters Score -3961209 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -3962912.750000 Penalty: 5162.254883
	Iteration 7F: 3 clusters Score -3962913 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -3964546.000000 Penalty: 5162.254883
	Iteration 8F: 3 clusters Score -3964546 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -3965968.000000 Penalty: 5162.254883
	Iteration 9F: 3 clusters Score -3965968 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -3967076.250000 Penalty: 5162.254883
	Iteration 10Q: 3 clusters Score -3967076 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -3967933.750000 Penalty: 5162.254883
	Iteration 11Q: 3 clusters Score -3967934 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -3968616.750000 Penalty: 5162.254883
	Iteration 12Q: 3 clusters Score -3968617 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -3969091.250000 Penalty: 5162.254883
	Iteration 13Q: 3 clusters Score -3969091 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -3969359.250000 Penalty: 5162.254883
	Iteration 14Q: 3 clusters Score -3969359 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3969519.250000 Penalty: 5162.254883
	Iteration 15Q: 3 clusters Score -3969519 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -3969601.750000 Penalty: 5162.254883
	Iteration 16Q: 3 clusters Score -3969602 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -3969675.250000 Penalty: 5162.254883
	Iteration 17Q: 3 clusters Score -3969675 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -3969704.250000 Penalty: 5162.254883
	Iteration 18Q: 3 clusters Score -3969704 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -3969714.750000 Penalty: 5162.254883
	Iteration 19Q: 3 clusters Score -3969715 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3969736.500000 Penalty: 5162.254883
	Iteration 20F: 3 clusters Score -3969736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -3969733.000000 Penalty: 5162.254883
	Iteration 21Q: 3 clusters Score -3969733 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -3969748.250000 Penalty: 5162.254883
	Iteration 22Q: 3 clusters Score -3969748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -3969761.500000 Penalty: 5162.254883
	Iteration 23Q: 3 clusters Score -3969762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -3969757.750000 Penalty: 5162.254883
	Iteration 24Q: 3 clusters Score -3969758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -3969762.750000 Penalty: 5162.254883
	Iteration 25Q: 3 clusters Score -3969763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -3969762.750000 Penalty: 5162.254883
	Iteration 26Q: 3 clusters Score -3969763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -3969767.750000 Penalty: 5162.254883
	Iteration 27Q: 3 clusters Score -3969768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -3969768.250000 Penalty: 5162.254883
	Iteration 28Q: 3 clusters Score -3969768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -3969775.500000 Penalty: 5162.254883
	Iteration 29Q: 3 clusters Score -3969776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -3969773.750000 Penalty: 5162.254883
	Iteration 30Q: 3 clusters Score -3969774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -3969777.500000 Penalty: 5162.254883
	Iteration 31Q: 3 clusters Score -3969778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -3969772.250000 Penalty: 5162.254883
	Iteration 32Q: 3 clusters Score -3969772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -3969774.000000 Penalty: 5162.254883
	Iteration 33Q: 3 clusters Score -3969774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -3969774.500000 Penalty: 5162.254883
	Iteration 34Q: 3 clusters Score -3969774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -3969770.500000 Penalty: 5162.254883
	Iteration 35Q: 3 clusters Score -3969770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -3969769.000000 Penalty: 5162.254883
	Iteration 36Q: 3 clusters Score -3969769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -3969763.750000 Penalty: 5162.254883
	Iteration 37Q: 3 clusters Score -3969764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -3969766.000000 Penalty: 5162.254883
	Iteration 38Q: 3 clusters Score -3969766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -3969766.500000 Penalty: 5162.254883
	Iteration 39Q: 3 clusters Score -3969766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -3969768.000000 Penalty: 5162.254883
	Iteration 40F: 3 clusters Score -3969768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -3969768.000000 Penalty: 5162.254883
	Iteration 41Q: 3 clusters Score -3969768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -3969768.500000 Penalty: 5162.254883
	Iteration 42Q: 3 clusters Score -3969768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -3969769.500000 Penalty: 5162.254883
	Iteration 43Q: 3 clusters Score -3969770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -3969771.250000 Penalty: 5162.254883
	Iteration 44Q: 3 clusters Score -3969771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -3969775.250000 Penalty: 5162.254883
	Iteration 45Q: 3 clusters Score -3969775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -3969768.250000 Penalty: 5162.254883
	Iteration 46Q: 3 clusters Score -3969768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -3969768.250000 Penalty: 5162.254883
	Iteration 47F: 3 clusters Score -3969768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Entering Unmasked Estep 
Score: -1038012.125000 Penalty: 2252.602539
	Iteration 0F: 2 clusters Score -1038012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1031129.187500 Penalty: 4505.205078
	Iteration 0F: 3 clusters Score -1031129 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1033248.000000 Penalty: 4505.205078
	Iteration 1F: 3 clusters Score -1033248 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1034002.062500 Penalty: 4505.205078
	Iteration 2F: 3 clusters Score -1034002 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1034696.562500 Penalty: 4505.205078
	Iteration 3F: 3 clusters Score -1034697 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1035293.187500 Penalty: 4505.205078
	Iteration 4F: 3 clusters Score -1035293 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1035751.937500 Penalty: 4505.205078
	Iteration 5F: 3 clusters Score -1035752 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1036079.125000 Penalty: 4505.205078
	Iteration 6F: 3 clusters Score -1036079 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1036324.437500 Penalty: 4505.205078
	Iteration 7Q: 3 clusters Score -1036324 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1036482.312500 Penalty: 4505.205078
	Iteration 8Q: 3 clusters Score -1036482 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1036590.812500 Penalty: 4505.205078
	Iteration 9Q: 3 clusters Score -1036591 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1036680.062500 Penalty: 4505.205078
	Iteration 10Q: 3 clusters Score -1036680 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1036739.250000 Penalty: 4505.205078
	Iteration 11Q: 3 clusters Score -1036739 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1036774.500000 Penalty: 4505.205078
	Iteration 12Q: 3 clusters Score -1036774 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1036798.625000 Penalty: 4505.205078
	Iteration 13Q: 3 clusters Score -1036799 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1036818.687500 Penalty: 4505.205078
	Iteration 14Q: 3 clusters Score -1036819 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1036836.312500 Penalty: 4505.205078
	Iteration 15Q: 3 clusters Score -1036836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1036849.875000 Penalty: 4505.205078
	Iteration 16Q: 3 clusters Score -1036850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1036867.562500 Penalty: 4505.205078
	Iteration 17Q: 3 clusters Score -1036868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1036883.437500 Penalty: 4505.205078
	Iteration 18Q: 3 clusters Score -1036883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1036892.000000 Penalty: 4505.205078
	Iteration 19Q: 3 clusters Score -1036892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1036902.187500 Penalty: 4505.205078
	Iteration 20F: 3 clusters Score -1036902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1036905.062500 Penalty: 4505.205078
	Iteration 21Q: 3 clusters Score -1036905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1036910.687500 Penalty: 4505.205078
	Iteration 22Q: 3 clusters Score -1036911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1036916.375000 Penalty: 4505.205078
	Iteration 23Q: 3 clusters Score -1036916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1036917.250000 Penalty: 4505.205078
	Iteration 24Q: 3 clusters Score -1036917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1036922.812500 Penalty: 4505.205078
	Iteration 25Q: 3 clusters Score -1036923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1036923.687500 Penalty: 4505.205078
	Iteration 26Q: 3 clusters Score -1036924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1036932.625000 Penalty: 4505.205078
	Iteration 27Q: 3 clusters Score -1036933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1036936.937500 Penalty: 4505.205078
	Iteration 28Q: 3 clusters Score -1036937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1036939.750000 Penalty: 4505.205078
	Iteration 29Q: 3 clusters Score -1036940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1036945.062500 Penalty: 4505.205078
	Iteration 30Q: 3 clusters Score -1036945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1036949.437500 Penalty: 4505.205078
	Iteration 31Q: 3 clusters Score -1036949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1036954.500000 Penalty: 4505.205078
	Iteration 32Q: 3 clusters Score -1036954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1036956.437500 Penalty: 4505.205078
	Iteration 33Q: 3 clusters Score -1036956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1036955.687500 Penalty: 4505.205078
	Iteration 34Q: 3 clusters Score -1036956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1036957.625000 Penalty: 4505.205078
	Iteration 35Q: 3 clusters Score -1036958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1036957.875000 Penalty: 4505.205078
	Iteration 36Q: 3 clusters Score -1036958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1036959.500000 Penalty: 4505.205078
	Iteration 37Q: 3 clusters Score -1036960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1036962.750000 Penalty: 4505.205078
	Iteration 38Q: 3 clusters Score -1036963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1036960.562500 Penalty: 4505.205078
	Iteration 39Q: 3 clusters Score -1036961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1036961.187500 Penalty: 4505.205078
	Iteration 40F: 3 clusters Score -1036961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1036963.750000 Penalty: 4505.205078
	Iteration 41Q: 3 clusters Score -1036964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1036965.375000 Penalty: 4505.205078
	Iteration 42Q: 3 clusters Score -1036965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1036965.687500 Penalty: 4505.205078
	Iteration 43Q: 3 clusters Score -1036966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1036966.687500 Penalty: 4505.205078
	Iteration 44Q: 3 clusters Score -1036967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1036972.500000 Penalty: 4505.205078
	Iteration 45Q: 3 clusters Score -1036972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1036972.687500 Penalty: 4505.205078
	Iteration 46Q: 3 clusters Score -1036973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1036974.562500 Penalty: 4505.205078
	Iteration 47Q: 3 clusters Score -1036975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1036974.375000 Penalty: 4505.205078
	Iteration 48Q: 3 clusters Score -1036974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1036974.812500 Penalty: 4505.205078
	Iteration 49Q: 3 clusters Score -1036975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1036974.812500 Penalty: 4505.205078
	Iteration 50F: 3 clusters Score -1036975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Entering Unmasked Estep 
Score: -2553870.500000 Penalty: 2473.896484
	Iteration 0F: 2 clusters Score -2553870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2538847.500000 Penalty: 4947.792969
	Iteration 0F: 3 clusters Score -2538848 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2544068.250000 Penalty: 4947.792969
	Iteration 1F: 3 clusters Score -2544068 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2544604.500000 Penalty: 4947.792969
	Iteration 2F: 3 clusters Score -2544604 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -2545085.250000 Penalty: 4947.792969
	Iteration 3Q: 3 clusters Score -2545085 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2545544.000000 Penalty: 4947.792969
	Iteration 4Q: 3 clusters Score -2545544 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2546012.250000 Penalty: 4947.792969
	Iteration 5Q: 3 clusters Score -2546012 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2546566.500000 Penalty: 4947.792969
	Iteration 6Q: 3 clusters Score -2546566 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2547095.500000 Penalty: 4947.792969
	Iteration 7Q: 3 clusters Score -2547096 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2547615.250000 Penalty: 4947.792969
	Iteration 8Q: 3 clusters Score -2547615 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2548140.250000 Penalty: 4947.792969
	Iteration 9Q: 3 clusters Score -2548140 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2548602.000000 Penalty: 4947.792969
	Iteration 10Q: 3 clusters Score -2548602 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2549018.000000 Penalty: 4947.792969
	Iteration 11Q: 3 clusters Score -2549018 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2549462.750000 Penalty: 4947.792969
	Iteration 12Q: 3 clusters Score -2549463 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2549922.000000 Penalty: 4947.792969
	Iteration 13Q: 3 clusters Score -2549922 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2550372.750000 Penalty: 4947.792969
	Iteration 14Q: 3 clusters Score -2550373 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2550715.500000 Penalty: 4947.792969
	Iteration 15Q: 3 clusters Score -2550716 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2550974.250000 Penalty: 4947.792969
	Iteration 16Q: 3 clusters Score -2550974 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2551215.750000 Penalty: 4947.792969
	Iteration 17Q: 3 clusters Score -2551216 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2551420.000000 Penalty: 4947.792969
	Iteration 18Q: 3 clusters Score -2551420 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2551617.250000 Penalty: 4947.792969
	Iteration 19Q: 3 clusters Score -2551617 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2551741.000000 Penalty: 4947.792969
	Iteration 20F: 3 clusters Score -2551741 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2551827.500000 Penalty: 4947.792969
	Iteration 21Q: 3 clusters Score -2551828 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2551876.750000 Penalty: 4947.792969
	Iteration 22Q: 3 clusters Score -2551877 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2551927.250000 Penalty: 4947.792969
	Iteration 23Q: 3 clusters Score -2551927 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2551968.000000 Penalty: 4947.792969
	Iteration 24Q: 3 clusters Score -2551968 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2551992.750000 Penalty: 4947.792969
	Iteration 25Q: 3 clusters Score -2551993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2552018.500000 Penalty: 4947.792969
	Iteration 26Q: 3 clusters Score -2552018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2552038.250000 Penalty: 4947.792969
	Iteration 27Q: 3 clusters Score -2552038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2552046.500000 Penalty: 4947.792969
	Iteration 28Q: 3 clusters Score -2552046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2552052.750000 Penalty: 4947.792969
	Iteration 29Q: 3 clusters Score -2552053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2552063.750000 Penalty: 4947.792969
	Iteration 30Q: 3 clusters Score -2552064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2552077.000000 Penalty: 4947.792969
	Iteration 31Q: 3 clusters Score -2552077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2552084.250000 Penalty: 4947.792969
	Iteration 32Q: 3 clusters Score -2552084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2552085.500000 Penalty: 4947.792969
	Iteration 33Q: 3 clusters Score -2552086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -2552088.500000 Penalty: 4947.792969
	Iteration 34Q: 3 clusters Score -2552088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2552094.000000 Penalty: 4947.792969
	Iteration 35Q: 3 clusters Score -2552094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2552098.500000 Penalty: 4947.792969
	Iteration 36Q: 3 clusters Score -2552098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2552106.250000 Penalty: 4947.792969
	Iteration 37Q: 3 clusters Score -2552106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2552106.250000 Penalty: 4947.792969
	Iteration 38Q: 3 clusters Score -2552106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2552111.250000 Penalty: 4947.792969
	Iteration 39Q: 3 clusters Score -2552111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2552114.250000 Penalty: 4947.792969
	Iteration 40F: 3 clusters Score -2552114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2552115.750000 Penalty: 4947.792969
	Iteration 41Q: 3 clusters Score -2552116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2552115.750000 Penalty: 4947.792969
	Iteration 42F: 3 clusters Score -2552116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -315396.062500 Penalty: 1954.251953
	Iteration 0F: 2 clusters Score -315396.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -312427.312500 Penalty: 3908.503906
	Iteration 0F: 3 clusters Score -312427.3 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -313432.718750 Penalty: 3908.503906
	Iteration 1F: 3 clusters Score -313432.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -314030.750000 Penalty: 3908.503906
	Iteration 2F: 3 clusters Score -314030.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -314502.812500 Penalty: 3908.503906
	Iteration 3F: 3 clusters Score -314502.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -314786.906250 Penalty: 3908.503906
	Iteration 4F: 3 clusters Score -314786.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -314950.750000 Penalty: 3908.503906
	Iteration 5F: 3 clusters Score -314950.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -315015.750000 Penalty: 3908.503906
	Iteration 6Q: 3 clusters Score -315015.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -315045.093750 Penalty: 3908.503906
	Iteration 7Q: 3 clusters Score -315045.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -315060.281250 Penalty: 3908.503906
	Iteration 8Q: 3 clusters Score -315060.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -315072.500000 Penalty: 3908.503906
	Iteration 9Q: 3 clusters Score -315072.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -315079.125000 Penalty: 3908.503906
	Iteration 10Q: 3 clusters Score -315079.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -315088.656250 Penalty: 3908.503906
	Iteration 11Q: 3 clusters Score -315088.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -315098.687500 Penalty: 3908.503906
	Iteration 12Q: 3 clusters Score -315098.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -315103.281250 Penalty: 3908.503906
	Iteration 13Q: 3 clusters Score -315103.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -315104.562500 Penalty: 3908.503906
	Iteration 14Q: 3 clusters Score -315104.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -315105.531250 Penalty: 3908.503906
	Iteration 15Q: 3 clusters Score -315105.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -315105.531250 Penalty: 3908.503906
	Iteration 16F: 3 clusters Score -315105.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Entering Unmasked Estep 
Score: -1034409.312500 Penalty: 2249.285156
	Iteration 0F: 2 clusters Score -1034409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1027628.562500 Penalty: 4498.570312
	Iteration 0F: 3 clusters Score -1027629 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1029499.750000 Penalty: 4498.570312
	Iteration 1F: 3 clusters Score -1029500 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1029780.687500 Penalty: 4498.570312
	Iteration 2F: 3 clusters Score -1029781 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1030003.750000 Penalty: 4498.570312
	Iteration 3F: 3 clusters Score -1030004 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1030188.687500 Penalty: 4498.570312
	Iteration 4Q: 3 clusters Score -1030189 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1030352.312500 Penalty: 4498.570312
	Iteration 5Q: 3 clusters Score -1030352 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1030518.000000 Penalty: 4498.570312
	Iteration 6Q: 3 clusters Score -1030518 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1030666.312500 Penalty: 4498.570312
	Iteration 7Q: 3 clusters Score -1030666 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1030805.375000 Penalty: 4498.570312
	Iteration 8Q: 3 clusters Score -1030805 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1030952.625000 Penalty: 4498.570312
	Iteration 9Q: 3 clusters Score -1030953 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1031096.125000 Penalty: 4498.570312
	Iteration 10Q: 3 clusters Score -1031096 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1031259.312500 Penalty: 4498.570312
	Iteration 11Q: 3 clusters Score -1031259 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1031394.750000 Penalty: 4498.570312
	Iteration 12Q: 3 clusters Score -1031395 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1031498.500000 Penalty: 4498.570312
	Iteration 13Q: 3 clusters Score -1031498 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1031592.312500 Penalty: 4498.570312
	Iteration 14Q: 3 clusters Score -1031592 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1031661.437500 Penalty: 4498.570312
	Iteration 15Q: 3 clusters Score -1031661 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1031716.937500 Penalty: 4498.570312
	Iteration 16Q: 3 clusters Score -1031717 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1031755.375000 Penalty: 4498.570312
	Iteration 17Q: 3 clusters Score -1031755 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1031776.875000 Penalty: 4498.570312
	Iteration 18Q: 3 clusters Score -1031777 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1031791.875000 Penalty: 4498.570312
	Iteration 19Q: 3 clusters Score -1031792 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1031804.625000 Penalty: 4498.570312
	Iteration 20F: 3 clusters Score -1031805 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1031815.187500 Penalty: 4498.570312
	Iteration 21Q: 3 clusters Score -1031815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1031823.437500 Penalty: 4498.570312
	Iteration 22Q: 3 clusters Score -1031823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1031829.250000 Penalty: 4498.570312
	Iteration 23Q: 3 clusters Score -1031829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1031834.687500 Penalty: 4498.570312
	Iteration 24Q: 3 clusters Score -1031835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1031840.875000 Penalty: 4498.570312
	Iteration 25Q: 3 clusters Score -1031841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1031845.437500 Penalty: 4498.570312
	Iteration 26Q: 3 clusters Score -1031845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1031845.500000 Penalty: 4498.570312
	Iteration 27Q: 3 clusters Score -1031846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1031847.500000 Penalty: 4498.570312
	Iteration 28Q: 3 clusters Score -1031848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1031850.812500 Penalty: 4498.570312
	Iteration 29Q: 3 clusters Score -1031851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1031853.750000 Penalty: 4498.570312
	Iteration 30Q: 3 clusters Score -1031854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1031854.062500 Penalty: 4498.570312
	Iteration 31Q: 3 clusters Score -1031854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1031857.062500 Penalty: 4498.570312
	Iteration 32Q: 3 clusters Score -1031857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1031856.687500 Penalty: 4498.570312
	Iteration 33Q: 3 clusters Score -1031857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1031859.562500 Penalty: 4498.570312
	Iteration 34Q: 3 clusters Score -1031860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1031858.250000 Penalty: 4498.570312
	Iteration 35Q: 3 clusters Score -1031858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1031858.125000 Penalty: 4498.570312
	Iteration 36Q: 3 clusters Score -1031858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1031857.500000 Penalty: 4498.570312
	Iteration 37Q: 3 clusters Score -1031858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1031857.375000 Penalty: 4498.570312
	Iteration 38Q: 3 clusters Score -1031857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1031857.375000 Penalty: 4498.570312
	Iteration 39Q: 3 clusters Score -1031857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1031857.375000 Penalty: 4498.570312
	Iteration 40F: 3 clusters Score -1031857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Entering Unmasked Estep 
Score: -1115068.250000 Penalty: 2267.257812
	Iteration 0F: 2 clusters Score -1115068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1107823.000000 Penalty: 4534.515625
	Iteration 0F: 3 clusters Score -1107823 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1109983.000000 Penalty: 4534.515625
	Iteration 1F: 3 clusters Score -1109983 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1110437.875000 Penalty: 4534.515625
	Iteration 2F: 3 clusters Score -1110438 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1110799.875000 Penalty: 4534.515625
	Iteration 3F: 3 clusters Score -1110800 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1111151.375000 Penalty: 4534.515625
	Iteration 4F: 3 clusters Score -1111151 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1111482.750000 Penalty: 4534.515625
	Iteration 5F: 3 clusters Score -1111483 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1111774.750000 Penalty: 4534.515625
	Iteration 6Q: 3 clusters Score -1111775 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1112033.375000 Penalty: 4534.515625
	Iteration 7Q: 3 clusters Score -1112033 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1112256.875000 Penalty: 4534.515625
	Iteration 8Q: 3 clusters Score -1112257 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1112458.250000 Penalty: 4534.515625
	Iteration 9Q: 3 clusters Score -1112458 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1112605.375000 Penalty: 4534.515625
	Iteration 10Q: 3 clusters Score -1112605 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1112724.375000 Penalty: 4534.515625
	Iteration 11Q: 3 clusters Score -1112724 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1112812.625000 Penalty: 4534.515625
	Iteration 12Q: 3 clusters Score -1112813 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1112885.125000 Penalty: 4534.515625
	Iteration 13Q: 3 clusters Score -1112885 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1112934.750000 Penalty: 4534.515625
	Iteration 14Q: 3 clusters Score -1112935 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1112967.250000 Penalty: 4534.515625
	Iteration 15Q: 3 clusters Score -1112967 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1112990.375000 Penalty: 4534.515625
	Iteration 16Q: 3 clusters Score -1112990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1113012.125000 Penalty: 4534.515625
	Iteration 17Q: 3 clusters Score -1113012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1113028.875000 Penalty: 4534.515625
	Iteration 18Q: 3 clusters Score -1113029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1113041.375000 Penalty: 4534.515625
	Iteration 19Q: 3 clusters Score -1113041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1113055.875000 Penalty: 4534.515625
	Iteration 20F: 3 clusters Score -1113056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1113065.875000 Penalty: 4534.515625
	Iteration 21Q: 3 clusters Score -1113066 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1113074.750000 Penalty: 4534.515625
	Iteration 22Q: 3 clusters Score -1113075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1113080.500000 Penalty: 4534.515625
	Iteration 23Q: 3 clusters Score -1113080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1113085.000000 Penalty: 4534.515625
	Iteration 24Q: 3 clusters Score -1113085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1113086.500000 Penalty: 4534.515625
	Iteration 25Q: 3 clusters Score -1113086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1113086.250000 Penalty: 4534.515625
	Iteration 26Q: 3 clusters Score -1113086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1113087.000000 Penalty: 4534.515625
	Iteration 27Q: 3 clusters Score -1113087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1113089.625000 Penalty: 4534.515625
	Iteration 28Q: 3 clusters Score -1113090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1113091.250000 Penalty: 4534.515625
	Iteration 29Q: 3 clusters Score -1113091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1113090.750000 Penalty: 4534.515625
	Iteration 30Q: 3 clusters Score -1113091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1113091.500000 Penalty: 4534.515625
	Iteration 31Q: 3 clusters Score -1113092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1113091.750000 Penalty: 4534.515625
	Iteration 32Q: 3 clusters Score -1113092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1113094.875000 Penalty: 4534.515625
	Iteration 33Q: 3 clusters Score -1113095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1113096.625000 Penalty: 4534.515625
	Iteration 34Q: 3 clusters Score -1113097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1113095.625000 Penalty: 4534.515625
	Iteration 35Q: 3 clusters Score -1113096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1113096.125000 Penalty: 4534.515625
	Iteration 36Q: 3 clusters Score -1113096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1113096.875000 Penalty: 4534.515625
	Iteration 37Q: 3 clusters Score -1113097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1113095.875000 Penalty: 4534.515625
	Iteration 38Q: 3 clusters Score -1113096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1113096.750000 Penalty: 4534.515625
	Iteration 39Q: 3 clusters Score -1113097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1113096.750000 Penalty: 4534.515625
	Iteration 40F: 3 clusters Score -1113097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -218862.468750 Penalty: 1855.286133
	Iteration 0F: 2 clusters Score -218862.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -216352.328125 Penalty: 3710.572266
	Iteration 0F: 3 clusters Score -216352.3 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -216785.953125 Penalty: 3710.572266
	Iteration 1F: 3 clusters Score -216786 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -216906.687500 Penalty: 3710.572266
	Iteration 2F: 3 clusters Score -216906.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -216969.812500 Penalty: 3710.572266
	Iteration 3Q: 3 clusters Score -216969.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -216995.093750 Penalty: 3710.572266
	Iteration 4Q: 3 clusters Score -216995.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -217012.656250 Penalty: 3710.572266
	Iteration 5Q: 3 clusters Score -217012.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -217020.781250 Penalty: 3710.572266
	Iteration 6Q: 3 clusters Score -217020.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -217024.046875 Penalty: 3710.572266
	Iteration 7Q: 3 clusters Score -217024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -217024.765625 Penalty: 3710.572266
	Iteration 8Q: 3 clusters Score -217024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -217025.328125 Penalty: 3710.572266
	Iteration 9Q: 3 clusters Score -217025.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -217026.125000 Penalty: 3710.572266
	Iteration 10Q: 3 clusters Score -217026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -217029.093750 Penalty: 3710.572266
	Iteration 11Q: 3 clusters Score -217029.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -217034.578125 Penalty: 3710.572266
	Iteration 12Q: 3 clusters Score -217034.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -217038.250000 Penalty: 3710.572266
	Iteration 13Q: 3 clusters Score -217038.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -217041.812500 Penalty: 3710.572266
	Iteration 14Q: 3 clusters Score -217041.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -217041.937500 Penalty: 3710.572266
	Iteration 15Q: 3 clusters Score -217041.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -217041.937500 Penalty: 3710.572266
	Iteration 16F: 3 clusters Score -217041.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -42888.750000 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -42888.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41521.917969 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -41521.92 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41704.949219 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -41704.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41752.984375 Penalty: 2976.701660
	Iteration 2Q: 3 clusters Score -41752.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41763.382812 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -41763.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41767.863281 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -41767.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41767.863281 Penalty: 2976.701660
	Iteration 5F: 3 clusters Score -41767.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Entering Unmasked Estep 
Score: -1527329.375000 Penalty: 2360.584717
	Iteration 0F: 2 clusters Score -1527329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1517378.250000 Penalty: 4721.169434
	Iteration 0F: 3 clusters Score -1517378 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1520459.000000 Penalty: 4721.169434
	Iteration 1F: 3 clusters Score -1520459 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1520865.125000 Penalty: 4721.169434
	Iteration 2F: 3 clusters Score -1520865 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1521209.625000 Penalty: 4721.169434
	Iteration 3F: 3 clusters Score -1521210 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1521512.625000 Penalty: 4721.169434
	Iteration 4Q: 3 clusters Score -1521513 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1521771.000000 Penalty: 4721.169434
	Iteration 5Q: 3 clusters Score -1521771 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1522008.750000 Penalty: 4721.169434
	Iteration 6Q: 3 clusters Score -1522009 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1522245.625000 Penalty: 4721.169434
	Iteration 7Q: 3 clusters Score -1522246 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1522465.500000 Penalty: 4721.169434
	Iteration 8Q: 3 clusters Score -1522466 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1522666.000000 Penalty: 4721.169434
	Iteration 9Q: 3 clusters Score -1522666 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1522853.000000 Penalty: 4721.169434
	Iteration 10Q: 3 clusters Score -1522853 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1523036.375000 Penalty: 4721.169434
	Iteration 11Q: 3 clusters Score -1523036 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1523224.375000 Penalty: 4721.169434
	Iteration 12Q: 3 clusters Score -1523224 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1523401.125000 Penalty: 4721.169434
	Iteration 13Q: 3 clusters Score -1523401 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1523588.750000 Penalty: 4721.169434
	Iteration 14Q: 3 clusters Score -1523589 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1523763.250000 Penalty: 4721.169434
	Iteration 15Q: 3 clusters Score -1523763 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1523960.125000 Penalty: 4721.169434
	Iteration 16Q: 3 clusters Score -1523960 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1524147.000000 Penalty: 4721.169434
	Iteration 17Q: 3 clusters Score -1524147 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1524315.250000 Penalty: 4721.169434
	Iteration 18Q: 3 clusters Score -1524315 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1524464.375000 Penalty: 4721.169434
	Iteration 19Q: 3 clusters Score -1524464 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1524570.750000 Penalty: 4721.169434
	Iteration 20F: 3 clusters Score -1524571 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1524656.500000 Penalty: 4721.169434
	Iteration 21Q: 3 clusters Score -1524656 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1524747.000000 Penalty: 4721.169434
	Iteration 22Q: 3 clusters Score -1524747 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1524819.750000 Penalty: 4721.169434
	Iteration 23Q: 3 clusters Score -1524820 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1524886.625000 Penalty: 4721.169434
	Iteration 24Q: 3 clusters Score -1524887 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1524945.250000 Penalty: 4721.169434
	Iteration 25Q: 3 clusters Score -1524945 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1525004.625000 Penalty: 4721.169434
	Iteration 26Q: 3 clusters Score -1525005 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1525067.875000 Penalty: 4721.169434
	Iteration 27Q: 3 clusters Score -1525068 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1525132.625000 Penalty: 4721.169434
	Iteration 28Q: 3 clusters Score -1525133 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1525185.500000 Penalty: 4721.169434
	Iteration 29Q: 3 clusters Score -1525186 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1525237.500000 Penalty: 4721.169434
	Iteration 30Q: 3 clusters Score -1525238 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1525268.750000 Penalty: 4721.169434
	Iteration 31Q: 3 clusters Score -1525269 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1525306.250000 Penalty: 4721.169434
	Iteration 32Q: 3 clusters Score -1525306 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1525328.375000 Penalty: 4721.169434
	Iteration 33Q: 3 clusters Score -1525328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1525355.750000 Penalty: 4721.169434
	Iteration 34Q: 3 clusters Score -1525356 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1525385.625000 Penalty: 4721.169434
	Iteration 35Q: 3 clusters Score -1525386 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1525413.250000 Penalty: 4721.169434
	Iteration 36Q: 3 clusters Score -1525413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1525429.750000 Penalty: 4721.169434
	Iteration 37Q: 3 clusters Score -1525430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1525443.500000 Penalty: 4721.169434
	Iteration 38Q: 3 clusters Score -1525444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1525458.750000 Penalty: 4721.169434
	Iteration 39Q: 3 clusters Score -1525459 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1525474.125000 Penalty: 4721.169434
	Iteration 40F: 3 clusters Score -1525474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1525487.125000 Penalty: 4721.169434
	Iteration 41Q: 3 clusters Score -1525487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1525498.500000 Penalty: 4721.169434
	Iteration 42Q: 3 clusters Score -1525498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -1525513.125000 Penalty: 4721.169434
	Iteration 43Q: 3 clusters Score -1525513 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1525525.875000 Penalty: 4721.169434
	Iteration 44Q: 3 clusters Score -1525526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1525542.125000 Penalty: 4721.169434
	Iteration 45Q: 3 clusters Score -1525542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1525557.875000 Penalty: 4721.169434
	Iteration 46Q: 3 clusters Score -1525558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1525565.750000 Penalty: 4721.169434
	Iteration 47Q: 3 clusters Score -1525566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1525570.750000 Penalty: 4721.169434
	Iteration 48Q: 3 clusters Score -1525571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1525573.875000 Penalty: 4721.169434
	Iteration 49Q: 3 clusters Score -1525574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1525577.625000 Penalty: 4721.169434
	Iteration 50Q: 3 clusters Score -1525578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1525580.500000 Penalty: 4721.169434
	Iteration 51Q: 3 clusters Score -1525580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1525580.500000 Penalty: 4721.169434
	Iteration 52Q: 3 clusters Score -1525580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1525582.875000 Penalty: 4721.169434
	Iteration 53Q: 3 clusters Score -1525583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1525587.250000 Penalty: 4721.169434
	Iteration 54Q: 3 clusters Score -1525587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1525594.000000 Penalty: 4721.169434
	Iteration 55Q: 3 clusters Score -1525594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1525600.250000 Penalty: 4721.169434
	Iteration 56Q: 3 clusters Score -1525600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1525603.500000 Penalty: 4721.169434
	Iteration 57Q: 3 clusters Score -1525604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1525614.125000 Penalty: 4721.169434
	Iteration 58Q: 3 clusters Score -1525614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1525624.875000 Penalty: 4721.169434
	Iteration 59Q: 3 clusters Score -1525625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -1525633.250000 Penalty: 4721.169434
	Iteration 60F: 3 clusters Score -1525633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1525636.500000 Penalty: 4721.169434
	Iteration 61Q: 3 clusters Score -1525636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1525641.500000 Penalty: 4721.169434
	Iteration 62Q: 3 clusters Score -1525642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1525641.125000 Penalty: 4721.169434
	Iteration 63Q: 3 clusters Score -1525641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1525643.375000 Penalty: 4721.169434
	Iteration 64Q: 3 clusters Score -1525643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1525642.875000 Penalty: 4721.169434
	Iteration 65Q: 3 clusters Score -1525643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1525642.875000 Penalty: 4721.169434
	Iteration 66F: 3 clusters Score -1525643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53428 members 
Entering Unmasked Estep 
Score: -6172669.500000 Penalty: 2699.750488
	Iteration 0F: 2 clusters Score -6172670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -6136691.000000 Penalty: 5399.500977
	Iteration 0F: 3 clusters Score -6136691 nChanged 24786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -6150573.500000 Penalty: 5399.500977
	Iteration 1F: 3 clusters Score -6150574 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -6151281.500000 Penalty: 5399.500977
	Iteration 2Q: 3 clusters Score -6151282 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -6151952.000000 Penalty: 5399.500977
	Iteration 3Q: 3 clusters Score -6151952 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -6152622.000000 Penalty: 5399.500977
	Iteration 4Q: 3 clusters Score -6152622 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -6153288.500000 Penalty: 5399.500977
	Iteration 5Q: 3 clusters Score -6153288 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -6153988.500000 Penalty: 5399.500977
	Iteration 6Q: 3 clusters Score -6153988 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -6154776.500000 Penalty: 5399.500977
	Iteration 7Q: 3 clusters Score -6154776 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -6155738.000000 Penalty: 5399.500977
	Iteration 8Q: 3 clusters Score -6155738 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -6156879.000000 Penalty: 5399.500977
	Iteration 9Q: 3 clusters Score -6156879 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -6158058.500000 Penalty: 5399.500977
	Iteration 10Q: 3 clusters Score -6158058 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -6159264.500000 Penalty: 5399.500977
	Iteration 11Q: 3 clusters Score -6159264 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -6160379.500000 Penalty: 5399.500977
	Iteration 12Q: 3 clusters Score -6160380 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -6161412.500000 Penalty: 5399.500977
	Iteration 13Q: 3 clusters Score -6161412 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -6162155.000000 Penalty: 5399.500977
	Iteration 14Q: 3 clusters Score -6162155 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -6162761.500000 Penalty: 5399.500977
	Iteration 15Q: 3 clusters Score -6162762 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -6163243.500000 Penalty: 5399.500977
	Iteration 16Q: 3 clusters Score -6163244 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -6163637.500000 Penalty: 5399.500977
	Iteration 17Q: 3 clusters Score -6163638 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -6164015.500000 Penalty: 5399.500977
	Iteration 18Q: 3 clusters Score -6164016 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -6164395.000000 Penalty: 5399.500977
	Iteration 19Q: 3 clusters Score -6164395 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -6164845.500000 Penalty: 5399.500977
	Iteration 20F: 3 clusters Score -6164846 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -6165334.500000 Penalty: 5399.500977
	Iteration 21Q: 3 clusters Score -6165334 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -6165806.000000 Penalty: 5399.500977
	Iteration 22Q: 3 clusters Score -6165806 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -6166256.500000 Penalty: 5399.500977
	Iteration 23Q: 3 clusters Score -6166256 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -6166739.000000 Penalty: 5399.500977
	Iteration 24Q: 3 clusters Score -6166739 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -6167277.500000 Penalty: 5399.500977
	Iteration 25Q: 3 clusters Score -6167278 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -6167843.000000 Penalty: 5399.500977
	Iteration 26Q: 3 clusters Score -6167843 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -6168405.000000 Penalty: 5399.500977
	Iteration 27Q: 3 clusters Score -6168405 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -6168953.000000 Penalty: 5399.500977
	Iteration 28Q: 3 clusters Score -6168953 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -6169551.000000 Penalty: 5399.500977
	Iteration 29Q: 3 clusters Score -6169551 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -6170056.000000 Penalty: 5399.500977
	Iteration 30Q: 3 clusters Score -6170056 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6170350.500000 Penalty: 5399.500977
	Iteration 31Q: 3 clusters Score -6170350 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6170521.500000 Penalty: 5399.500977
	Iteration 32Q: 3 clusters Score -6170522 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6170664.000000 Penalty: 5399.500977
	Iteration 33Q: 3 clusters Score -6170664 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -6170783.500000 Penalty: 5399.500977
	Iteration 34Q: 3 clusters Score -6170784 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6170890.500000 Penalty: 5399.500977
	Iteration 35Q: 3 clusters Score -6170890 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6170990.000000 Penalty: 5399.500977
	Iteration 36Q: 3 clusters Score -6170990 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -6171104.500000 Penalty: 5399.500977
	Iteration 37Q: 3 clusters Score -6171104 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6171191.000000 Penalty: 5399.500977
	Iteration 38Q: 3 clusters Score -6171191 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6171215.500000 Penalty: 5399.500977
	Iteration 39Q: 3 clusters Score -6171216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6171241.500000 Penalty: 5399.500977
	Iteration 40F: 3 clusters Score -6171242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6171262.000000 Penalty: 5399.500977
	Iteration 41Q: 3 clusters Score -6171262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6171279.000000 Penalty: 5399.500977
	Iteration 42Q: 3 clusters Score -6171279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6171305.500000 Penalty: 5399.500977
	Iteration 43Q: 3 clusters Score -6171306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6171317.000000 Penalty: 5399.500977
	Iteration 44Q: 3 clusters Score -6171317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6171323.500000 Penalty: 5399.500977
	Iteration 45Q: 3 clusters Score -6171324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6171331.500000 Penalty: 5399.500977
	Iteration 46Q: 3 clusters Score -6171332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6171338.500000 Penalty: 5399.500977
	Iteration 47Q: 3 clusters Score -6171338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6171354.000000 Penalty: 5399.500977
	Iteration 48Q: 3 clusters Score -6171354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6171354.000000 Penalty: 5399.500977
	Iteration 49Q: 3 clusters Score -6171354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52314 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6171366.500000 Penalty: 5399.500977
	Iteration 50Q: 3 clusters Score -6171366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6171365.000000 Penalty: 5399.500977
	Iteration 51Q: 3 clusters Score -6171365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6171369.000000 Penalty: 5399.500977
	Iteration 52Q: 3 clusters Score -6171369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6171371.500000 Penalty: 5399.500977
	Iteration 53Q: 3 clusters Score -6171372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52322 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -6171372.500000 Penalty: 5399.500977
	Iteration 54Q: 3 clusters Score -6171372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6171374.000000 Penalty: 5399.500977
	Iteration 55Q: 3 clusters Score -6171374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -6171368.000000 Penalty: 5399.500977
	Iteration 56Q: 3 clusters Score -6171368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6171371.000000 Penalty: 5399.500977
	Iteration 57Q: 3 clusters Score -6171371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6171371.000000 Penalty: 5399.500977
	Iteration 58F: 3 clusters Score -6171371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Entering Unmasked Estep 
Score: -1313491.375000 Penalty: 2296.122803
	Iteration 0F: 2 clusters Score -1313491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1305454.625000 Penalty: 4592.245605
	Iteration 0F: 3 clusters Score -1305455 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1307710.125000 Penalty: 4592.245605
	Iteration 1F: 3 clusters Score -1307710 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1308039.750000 Penalty: 4592.245605
	Iteration 2F: 3 clusters Score -1308040 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1308273.375000 Penalty: 4592.245605
	Iteration 3F: 3 clusters Score -1308273 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1308450.750000 Penalty: 4592.245605
	Iteration 4Q: 3 clusters Score -1308451 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1308597.250000 Penalty: 4592.245605
	Iteration 5Q: 3 clusters Score -1308597 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1308761.750000 Penalty: 4592.245605
	Iteration 6Q: 3 clusters Score -1308762 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1308911.875000 Penalty: 4592.245605
	Iteration 7Q: 3 clusters Score -1308912 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1309067.875000 Penalty: 4592.245605
	Iteration 8Q: 3 clusters Score -1309068 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1309245.750000 Penalty: 4592.245605
	Iteration 9Q: 3 clusters Score -1309246 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1309411.625000 Penalty: 4592.245605
	Iteration 10Q: 3 clusters Score -1309412 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1309572.750000 Penalty: 4592.245605
	Iteration 11Q: 3 clusters Score -1309573 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1309739.375000 Penalty: 4592.245605
	Iteration 12Q: 3 clusters Score -1309739 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1309893.375000 Penalty: 4592.245605
	Iteration 13Q: 3 clusters Score -1309893 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1310043.875000 Penalty: 4592.245605
	Iteration 14Q: 3 clusters Score -1310044 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1310205.125000 Penalty: 4592.245605
	Iteration 15Q: 3 clusters Score -1310205 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1310343.875000 Penalty: 4592.245605
	Iteration 16Q: 3 clusters Score -1310344 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1310472.500000 Penalty: 4592.245605
	Iteration 17Q: 3 clusters Score -1310472 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1310580.875000 Penalty: 4592.245605
	Iteration 18Q: 3 clusters Score -1310581 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1310658.500000 Penalty: 4592.245605
	Iteration 19Q: 3 clusters Score -1310658 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1310703.500000 Penalty: 4592.245605
	Iteration 20F: 3 clusters Score -1310704 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1310743.625000 Penalty: 4592.245605
	Iteration 21Q: 3 clusters Score -1310744 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1310769.500000 Penalty: 4592.245605
	Iteration 22Q: 3 clusters Score -1310770 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1310794.500000 Penalty: 4592.245605
	Iteration 23Q: 3 clusters Score -1310794 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1310814.500000 Penalty: 4592.245605
	Iteration 24Q: 3 clusters Score -1310814 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1310836.875000 Penalty: 4592.245605
	Iteration 25Q: 3 clusters Score -1310837 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1310858.125000 Penalty: 4592.245605
	Iteration 26Q: 3 clusters Score -1310858 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1310876.125000 Penalty: 4592.245605
	Iteration 27Q: 3 clusters Score -1310876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1310894.500000 Penalty: 4592.245605
	Iteration 28Q: 3 clusters Score -1310894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1310912.125000 Penalty: 4592.245605
	Iteration 29Q: 3 clusters Score -1310912 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1310932.250000 Penalty: 4592.245605
	Iteration 30Q: 3 clusters Score -1310932 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1310943.750000 Penalty: 4592.245605
	Iteration 31Q: 3 clusters Score -1310944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1310954.250000 Penalty: 4592.245605
	Iteration 32Q: 3 clusters Score -1310954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1310964.375000 Penalty: 4592.245605
	Iteration 33Q: 3 clusters Score -1310964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1310969.625000 Penalty: 4592.245605
	Iteration 34Q: 3 clusters Score -1310970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1310973.000000 Penalty: 4592.245605
	Iteration 35Q: 3 clusters Score -1310973 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1310987.250000 Penalty: 4592.245605
	Iteration 36Q: 3 clusters Score -1310987 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1310997.375000 Penalty: 4592.245605
	Iteration 37Q: 3 clusters Score -1310997 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1311002.875000 Penalty: 4592.245605
	Iteration 38Q: 3 clusters Score -1311003 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1311007.000000 Penalty: 4592.245605
	Iteration 39Q: 3 clusters Score -1311007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1311017.125000 Penalty: 4592.245605
	Iteration 40F: 3 clusters Score -1311017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1311020.875000 Penalty: 4592.245605
	Iteration 41Q: 3 clusters Score -1311021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1311024.875000 Penalty: 4592.245605
	Iteration 42Q: 3 clusters Score -1311025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1311026.125000 Penalty: 4592.245605
	Iteration 43Q: 3 clusters Score -1311026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1311037.250000 Penalty: 4592.245605
	Iteration 44Q: 3 clusters Score -1311037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1311046.125000 Penalty: 4592.245605
	Iteration 45Q: 3 clusters Score -1311046 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1311055.125000 Penalty: 4592.245605
	Iteration 46Q: 3 clusters Score -1311055 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1311059.000000 Penalty: 4592.245605
	Iteration 47Q: 3 clusters Score -1311059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1311060.625000 Penalty: 4592.245605
	Iteration 48Q: 3 clusters Score -1311061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1311063.000000 Penalty: 4592.245605
	Iteration 49Q: 3 clusters Score -1311063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1311068.750000 Penalty: 4592.245605
	Iteration 50Q: 3 clusters Score -1311069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1311068.375000 Penalty: 4592.245605
	Iteration 51Q: 3 clusters Score -1311068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1311071.875000 Penalty: 4592.245605
	Iteration 52Q: 3 clusters Score -1311072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1311072.625000 Penalty: 4592.245605
	Iteration 53Q: 3 clusters Score -1311073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1311075.750000 Penalty: 4592.245605
	Iteration 54Q: 3 clusters Score -1311076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1311077.500000 Penalty: 4592.245605
	Iteration 55Q: 3 clusters Score -1311078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1311076.625000 Penalty: 4592.245605
	Iteration 56Q: 3 clusters Score -1311077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1311078.000000 Penalty: 4592.245605
	Iteration 57Q: 3 clusters Score -1311078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1311077.500000 Penalty: 4592.245605
	Iteration 58Q: 3 clusters Score -1311078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1311077.750000 Penalty: 4592.245605
	Iteration 59Q: 3 clusters Score -1311078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1311079.375000 Penalty: 4592.245605
	Iteration 60F: 3 clusters Score -1311079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1311080.750000 Penalty: 4592.245605
	Iteration 61Q: 3 clusters Score -1311081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1311083.250000 Penalty: 4592.245605
	Iteration 62Q: 3 clusters Score -1311083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1311084.625000 Penalty: 4592.245605
	Iteration 63Q: 3 clusters Score -1311085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1311082.625000 Penalty: 4592.245605
	Iteration 64Q: 3 clusters Score -1311083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1311081.875000 Penalty: 4592.245605
	Iteration 65Q: 3 clusters Score -1311082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1311085.250000 Penalty: 4592.245605
	Iteration 66Q: 3 clusters Score -1311085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1311083.625000 Penalty: 4592.245605
	Iteration 67Q: 3 clusters Score -1311084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1311084.625000 Penalty: 4592.245605
	Iteration 68Q: 3 clusters Score -1311085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1311084.625000 Penalty: 4592.245605
	Iteration 69Q: 3 clusters Score -1311085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1311085.875000 Penalty: 4592.245605
	Iteration 70Q: 3 clusters Score -1311086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1311085.000000 Penalty: 4592.245605
	Iteration 71Q: 3 clusters Score -1311085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1311084.125000 Penalty: 4592.245605
	Iteration 72Q: 3 clusters Score -1311084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1311085.625000 Penalty: 4592.245605
	Iteration 73Q: 3 clusters Score -1311086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1311085.125000 Penalty: 4592.245605
	Iteration 74Q: 3 clusters Score -1311085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1311085.875000 Penalty: 4592.245605
	Iteration 75Q: 3 clusters Score -1311086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1311084.875000 Penalty: 4592.245605
	Iteration 76Q: 3 clusters Score -1311085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1311084.875000 Penalty: 4592.245605
	Iteration 77F: 3 clusters Score -1311085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Entering Unmasked Estep 
Score: -2466966.750000 Penalty: 2453.685059
	Iteration 0F: 2 clusters Score -2466967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2453092.000000 Penalty: 4907.370117
	Iteration 0F: 3 clusters Score -2453092 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2457672.000000 Penalty: 4907.370117
	Iteration 1F: 3 clusters Score -2457672 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2458107.000000 Penalty: 4907.370117
	Iteration 2F: 3 clusters Score -2458107 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2458538.500000 Penalty: 4907.370117
	Iteration 3Q: 3 clusters Score -2458538 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2459032.000000 Penalty: 4907.370117
	Iteration 4Q: 3 clusters Score -2459032 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2459601.250000 Penalty: 4907.370117
	Iteration 5F: 3 clusters Score -2459601 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2460328.750000 Penalty: 4907.370117
	Iteration 6F: 3 clusters Score -2460329 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2461141.250000 Penalty: 4907.370117
	Iteration 7F: 3 clusters Score -2461141 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2462020.750000 Penalty: 4907.370117
	Iteration 8F: 3 clusters Score -2462021 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2462901.500000 Penalty: 4907.370117
	Iteration 9F: 3 clusters Score -2462902 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2463644.250000 Penalty: 4907.370117
	Iteration 10Q: 3 clusters Score -2463644 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2464041.250000 Penalty: 4907.370117
	Iteration 11Q: 3 clusters Score -2464041 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2464242.500000 Penalty: 4907.370117
	Iteration 12Q: 3 clusters Score -2464242 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2464349.250000 Penalty: 4907.370117
	Iteration 13Q: 3 clusters Score -2464349 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2464421.500000 Penalty: 4907.370117
	Iteration 14Q: 3 clusters Score -2464422 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2464473.500000 Penalty: 4907.370117
	Iteration 15Q: 3 clusters Score -2464474 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2464522.250000 Penalty: 4907.370117
	Iteration 16Q: 3 clusters Score -2464522 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2464570.250000 Penalty: 4907.370117
	Iteration 17Q: 3 clusters Score -2464570 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2464610.000000 Penalty: 4907.370117
	Iteration 18Q: 3 clusters Score -2464610 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2464640.250000 Penalty: 4907.370117
	Iteration 19Q: 3 clusters Score -2464640 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2464677.250000 Penalty: 4907.370117
	Iteration 20F: 3 clusters Score -2464677 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2464715.750000 Penalty: 4907.370117
	Iteration 21Q: 3 clusters Score -2464716 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2464735.500000 Penalty: 4907.370117
	Iteration 22Q: 3 clusters Score -2464736 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2464767.000000 Penalty: 4907.370117
	Iteration 23Q: 3 clusters Score -2464767 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2464803.500000 Penalty: 4907.370117
	Iteration 24Q: 3 clusters Score -2464804 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2464828.250000 Penalty: 4907.370117
	Iteration 25Q: 3 clusters Score -2464828 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2464848.000000 Penalty: 4907.370117
	Iteration 26Q: 3 clusters Score -2464848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2464865.000000 Penalty: 4907.370117
	Iteration 27Q: 3 clusters Score -2464865 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2464877.000000 Penalty: 4907.370117
	Iteration 28Q: 3 clusters Score -2464877 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2464893.250000 Penalty: 4907.370117
	Iteration 29Q: 3 clusters Score -2464893 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2464909.000000 Penalty: 4907.370117
	Iteration 30Q: 3 clusters Score -2464909 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2464918.250000 Penalty: 4907.370117
	Iteration 31Q: 3 clusters Score -2464918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2464925.250000 Penalty: 4907.370117
	Iteration 32Q: 3 clusters Score -2464925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2464936.250000 Penalty: 4907.370117
	Iteration 33Q: 3 clusters Score -2464936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2464946.500000 Penalty: 4907.370117
	Iteration 34Q: 3 clusters Score -2464946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2464950.750000 Penalty: 4907.370117
	Iteration 35Q: 3 clusters Score -2464951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2464952.750000 Penalty: 4907.370117
	Iteration 36Q: 3 clusters Score -2464953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2464959.750000 Penalty: 4907.370117
	Iteration 37Q: 3 clusters Score -2464960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2464957.250000 Penalty: 4907.370117
	Iteration 38Q: 3 clusters Score -2464957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2464960.250000 Penalty: 4907.370117
	Iteration 39Q: 3 clusters Score -2464960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2464967.250000 Penalty: 4907.370117
	Iteration 40F: 3 clusters Score -2464967 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2464973.750000 Penalty: 4907.370117
	Iteration 41Q: 3 clusters Score -2464974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2464984.250000 Penalty: 4907.370117
	Iteration 42Q: 3 clusters Score -2464984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2464984.500000 Penalty: 4907.370117
	Iteration 43Q: 3 clusters Score -2464984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2464995.750000 Penalty: 4907.370117
	Iteration 44Q: 3 clusters Score -2464996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2464999.000000 Penalty: 4907.370117
	Iteration 45Q: 3 clusters Score -2464999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2465004.750000 Penalty: 4907.370117
	Iteration 46Q: 3 clusters Score -2465005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2465003.500000 Penalty: 4907.370117
	Iteration 47Q: 3 clusters Score -2465004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2465013.500000 Penalty: 4907.370117
	Iteration 48Q: 3 clusters Score -2465014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2465024.250000 Penalty: 4907.370117
	Iteration 49Q: 3 clusters Score -2465024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2465026.750000 Penalty: 4907.370117
	Iteration 50Q: 3 clusters Score -2465027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2465027.750000 Penalty: 4907.370117
	Iteration 51Q: 3 clusters Score -2465028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2465034.750000 Penalty: 4907.370117
	Iteration 52Q: 3 clusters Score -2465035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2465038.750000 Penalty: 4907.370117
	Iteration 53Q: 3 clusters Score -2465039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2465038.250000 Penalty: 4907.370117
	Iteration 54Q: 3 clusters Score -2465038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2465040.000000 Penalty: 4907.370117
	Iteration 55Q: 3 clusters Score -2465040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2465040.750000 Penalty: 4907.370117
	Iteration 56Q: 3 clusters Score -2465041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2465045.500000 Penalty: 4907.370117
	Iteration 57Q: 3 clusters Score -2465046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2465047.750000 Penalty: 4907.370117
	Iteration 58Q: 3 clusters Score -2465048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2465050.250000 Penalty: 4907.370117
	Iteration 59Q: 3 clusters Score -2465050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2465050.250000 Penalty: 4907.370117
	Iteration 60F: 3 clusters Score -2465050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2465049.000000 Penalty: 4907.370117
	Iteration 61Q: 3 clusters Score -2465049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2465047.750000 Penalty: 4907.370117
	Iteration 62Q: 3 clusters Score -2465048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2465044.250000 Penalty: 4907.370117
	Iteration 63Q: 3 clusters Score -2465044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2465046.000000 Penalty: 4907.370117
	Iteration 64Q: 3 clusters Score -2465046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2465049.250000 Penalty: 4907.370117
	Iteration 65Q: 3 clusters Score -2465049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2465050.000000 Penalty: 4907.370117
	Iteration 66Q: 3 clusters Score -2465050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2465057.000000 Penalty: 4907.370117
	Iteration 67Q: 3 clusters Score -2465057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2465053.250000 Penalty: 4907.370117
	Iteration 68Q: 3 clusters Score -2465053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2465061.500000 Penalty: 4907.370117
	Iteration 69Q: 3 clusters Score -2465062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2465066.750000 Penalty: 4907.370117
	Iteration 70Q: 3 clusters Score -2465067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2465070.500000 Penalty: 4907.370117
	Iteration 71Q: 3 clusters Score -2465070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2465068.000000 Penalty: 4907.370117
	Iteration 72Q: 3 clusters Score -2465068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2465066.500000 Penalty: 4907.370117
	Iteration 73Q: 3 clusters Score -2465066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2465071.750000 Penalty: 4907.370117
	Iteration 74Q: 3 clusters Score -2465072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2465073.000000 Penalty: 4907.370117
	Iteration 75Q: 3 clusters Score -2465073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2465074.500000 Penalty: 4907.370117
	Iteration 76Q: 3 clusters Score -2465074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2465074.250000 Penalty: 4907.370117
	Iteration 77Q: 3 clusters Score -2465074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2465076.250000 Penalty: 4907.370117
	Iteration 78Q: 3 clusters Score -2465076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2465076.250000 Penalty: 4907.370117
	Iteration 79Q: 3 clusters Score -2465076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2465077.500000 Penalty: 4907.370117
	Iteration 80F: 3 clusters Score -2465078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2465073.750000 Penalty: 4907.370117
	Iteration 81Q: 3 clusters Score -2465074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2465073.750000 Penalty: 4907.370117
	Iteration 82F: 3 clusters Score -2465074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Entering Unmasked Estep 
Score: -1015459.500000 Penalty: 2256.958008
	Iteration 0F: 2 clusters Score -1015460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1008492.437500 Penalty: 4513.916016
	Iteration 0F: 3 clusters Score -1008492 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1010535.125000 Penalty: 4513.916016
	Iteration 1F: 3 clusters Score -1010535 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1010862.750000 Penalty: 4513.916016
	Iteration 2F: 3 clusters Score -1010863 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1011109.812500 Penalty: 4513.916016
	Iteration 3F: 3 clusters Score -1011110 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1011329.562500 Penalty: 4513.916016
	Iteration 4Q: 3 clusters Score -1011330 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1011550.312500 Penalty: 4513.916016
	Iteration 5Q: 3 clusters Score -1011550 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1011716.625000 Penalty: 4513.916016
	Iteration 6Q: 3 clusters Score -1011717 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1011862.062500 Penalty: 4513.916016
	Iteration 7Q: 3 clusters Score -1011862 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1012008.500000 Penalty: 4513.916016
	Iteration 8Q: 3 clusters Score -1012008 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1012148.750000 Penalty: 4513.916016
	Iteration 9Q: 3 clusters Score -1012149 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1012277.375000 Penalty: 4513.916016
	Iteration 10Q: 3 clusters Score -1012277 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1012413.000000 Penalty: 4513.916016
	Iteration 11Q: 3 clusters Score -1012413 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1012544.937500 Penalty: 4513.916016
	Iteration 12Q: 3 clusters Score -1012545 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1012654.375000 Penalty: 4513.916016
	Iteration 13Q: 3 clusters Score -1012654 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1012741.437500 Penalty: 4513.916016
	Iteration 14Q: 3 clusters Score -1012741 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1012810.125000 Penalty: 4513.916016
	Iteration 15Q: 3 clusters Score -1012810 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1012864.937500 Penalty: 4513.916016
	Iteration 16Q: 3 clusters Score -1012865 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1012914.375000 Penalty: 4513.916016
	Iteration 17Q: 3 clusters Score -1012914 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1012958.437500 Penalty: 4513.916016
	Iteration 18Q: 3 clusters Score -1012958 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1013001.812500 Penalty: 4513.916016
	Iteration 19Q: 3 clusters Score -1013002 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1013050.250000 Penalty: 4513.916016
	Iteration 20F: 3 clusters Score -1013050 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1013097.062500 Penalty: 4513.916016
	Iteration 21Q: 3 clusters Score -1013097 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1013154.687500 Penalty: 4513.916016
	Iteration 22Q: 3 clusters Score -1013155 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1013220.625000 Penalty: 4513.916016
	Iteration 23Q: 3 clusters Score -1013221 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1013304.375000 Penalty: 4513.916016
	Iteration 24Q: 3 clusters Score -1013304 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1013421.750000 Penalty: 4513.916016
	Iteration 25Q: 3 clusters Score -1013422 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1013529.625000 Penalty: 4513.916016
	Iteration 26Q: 3 clusters Score -1013530 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1013597.562500 Penalty: 4513.916016
	Iteration 27Q: 3 clusters Score -1013598 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1013657.187500 Penalty: 4513.916016
	Iteration 28Q: 3 clusters Score -1013657 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1013703.500000 Penalty: 4513.916016
	Iteration 29Q: 3 clusters Score -1013704 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1013746.062500 Penalty: 4513.916016
	Iteration 30Q: 3 clusters Score -1013746 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1013781.250000 Penalty: 4513.916016
	Iteration 31Q: 3 clusters Score -1013781 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1013811.062500 Penalty: 4513.916016
	Iteration 32Q: 3 clusters Score -1013811 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1013835.500000 Penalty: 4513.916016
	Iteration 33Q: 3 clusters Score -1013836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1013858.437500 Penalty: 4513.916016
	Iteration 34Q: 3 clusters Score -1013858 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1013875.437500 Penalty: 4513.916016
	Iteration 35Q: 3 clusters Score -1013875 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1013888.000000 Penalty: 4513.916016
	Iteration 36Q: 3 clusters Score -1013888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1013904.250000 Penalty: 4513.916016
	Iteration 37Q: 3 clusters Score -1013904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1013920.375000 Penalty: 4513.916016
	Iteration 38Q: 3 clusters Score -1013920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1013927.500000 Penalty: 4513.916016
	Iteration 39Q: 3 clusters Score -1013928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1013937.062500 Penalty: 4513.916016
	Iteration 40F: 3 clusters Score -1013937 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1013951.375000 Penalty: 4513.916016
	Iteration 41Q: 3 clusters Score -1013951 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1013963.000000 Penalty: 4513.916016
	Iteration 42Q: 3 clusters Score -1013963 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1013968.625000 Penalty: 4513.916016
	Iteration 43Q: 3 clusters Score -1013969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1013980.562500 Penalty: 4513.916016
	Iteration 44Q: 3 clusters Score -1013981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1013987.000000 Penalty: 4513.916016
	Iteration 45Q: 3 clusters Score -1013987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1013985.750000 Penalty: 4513.916016
	Iteration 46Q: 3 clusters Score -1013986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1013988.375000 Penalty: 4513.916016
	Iteration 47Q: 3 clusters Score -1013988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1013987.187500 Penalty: 4513.916016
	Iteration 48Q: 3 clusters Score -1013987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1013990.125000 Penalty: 4513.916016
	Iteration 49Q: 3 clusters Score -1013990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1013991.187500 Penalty: 4513.916016
	Iteration 50Q: 3 clusters Score -1013991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1013993.625000 Penalty: 4513.916016
	Iteration 51Q: 3 clusters Score -1013994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1013991.750000 Penalty: 4513.916016
	Iteration 52Q: 3 clusters Score -1013992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1013994.062500 Penalty: 4513.916016
	Iteration 53Q: 3 clusters Score -1013994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1013994.062500 Penalty: 4513.916016
	Iteration 54F: 3 clusters Score -1013994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Entering Unmasked Estep 
Score: -772784.312500 Penalty: 2185.990723
	Iteration 0F: 2 clusters Score -772784.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -767161.625000 Penalty: 4371.981445
	Iteration 0F: 3 clusters Score -767161.6 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -768808.625000 Penalty: 4371.981445
	Iteration 1F: 3 clusters Score -768808.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -769111.437500 Penalty: 4371.981445
	Iteration 2F: 3 clusters Score -769111.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -769317.062500 Penalty: 4371.981445
	Iteration 3F: 3 clusters Score -769317.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -769481.437500 Penalty: 4371.981445
	Iteration 4Q: 3 clusters Score -769481.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -769651.687500 Penalty: 4371.981445
	Iteration 5Q: 3 clusters Score -769651.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -769799.812500 Penalty: 4371.981445
	Iteration 6Q: 3 clusters Score -769799.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -769948.812500 Penalty: 4371.981445
	Iteration 7Q: 3 clusters Score -769948.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -770109.687500 Penalty: 4371.981445
	Iteration 8Q: 3 clusters Score -770109.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -770292.125000 Penalty: 4371.981445
	Iteration 9Q: 3 clusters Score -770292.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -770518.187500 Penalty: 4371.981445
	Iteration 10Q: 3 clusters Score -770518.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -770768.000000 Penalty: 4371.981445
	Iteration 11Q: 3 clusters Score -770768 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -771052.375000 Penalty: 4371.981445
	Iteration 12Q: 3 clusters Score -771052.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -771345.687500 Penalty: 4371.981445
	Iteration 13Q: 3 clusters Score -771345.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -771568.625000 Penalty: 4371.981445
	Iteration 14Q: 3 clusters Score -771568.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -771713.812500 Penalty: 4371.981445
	Iteration 15Q: 3 clusters Score -771713.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -771811.125000 Penalty: 4371.981445
	Iteration 16Q: 3 clusters Score -771811.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -771889.062500 Penalty: 4371.981445
	Iteration 17Q: 3 clusters Score -771889.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -771928.375000 Penalty: 4371.981445
	Iteration 18Q: 3 clusters Score -771928.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -771952.625000 Penalty: 4371.981445
	Iteration 19Q: 3 clusters Score -771952.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -771963.375000 Penalty: 4371.981445
	Iteration 20F: 3 clusters Score -771963.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -771973.625000 Penalty: 4371.981445
	Iteration 21Q: 3 clusters Score -771973.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -771979.437500 Penalty: 4371.981445
	Iteration 22Q: 3 clusters Score -771979.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -771982.000000 Penalty: 4371.981445
	Iteration 23Q: 3 clusters Score -771982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -771985.312500 Penalty: 4371.981445
	Iteration 24Q: 3 clusters Score -771985.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -771990.000000 Penalty: 4371.981445
	Iteration 25Q: 3 clusters Score -771990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -771993.687500 Penalty: 4371.981445
	Iteration 26Q: 3 clusters Score -771993.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -771996.500000 Penalty: 4371.981445
	Iteration 27Q: 3 clusters Score -771996.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -771998.125000 Penalty: 4371.981445
	Iteration 28Q: 3 clusters Score -771998.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -771998.812500 Penalty: 4371.981445
	Iteration 29Q: 3 clusters Score -771998.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -772002.562500 Penalty: 4371.981445
	Iteration 30Q: 3 clusters Score -772002.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -772003.125000 Penalty: 4371.981445
	Iteration 31Q: 3 clusters Score -772003.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -772003.500000 Penalty: 4371.981445
	Iteration 32Q: 3 clusters Score -772003.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -772003.125000 Penalty: 4371.981445
	Iteration 33Q: 3 clusters Score -772003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -772003.562500 Penalty: 4371.981445
	Iteration 34Q: 3 clusters Score -772003.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -772003.562500 Penalty: 4371.981445
	Iteration 35F: 3 clusters Score -772003.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -550212.750000 Penalty: 2096.125977
	Iteration 0F: 2 clusters Score -550212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -545927.125000 Penalty: 4192.251953
	Iteration 0F: 3 clusters Score -545927.1 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -547016.375000 Penalty: 4192.251953
	Iteration 1F: 3 clusters Score -547016.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -547344.187500 Penalty: 4192.251953
	Iteration 2F: 3 clusters Score -547344.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -547587.625000 Penalty: 4192.251953
	Iteration 3F: 3 clusters Score -547587.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -547808.312500 Penalty: 4192.251953
	Iteration 4F: 3 clusters Score -547808.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -547993.812500 Penalty: 4192.251953
	Iteration 5F: 3 clusters Score -547993.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -548167.750000 Penalty: 4192.251953
	Iteration 6Q: 3 clusters Score -548167.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -548325.437500 Penalty: 4192.251953
	Iteration 7Q: 3 clusters Score -548325.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -548449.812500 Penalty: 4192.251953
	Iteration 8Q: 3 clusters Score -548449.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -548565.062500 Penalty: 4192.251953
	Iteration 9Q: 3 clusters Score -548565.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -548647.750000 Penalty: 4192.251953
	Iteration 10Q: 3 clusters Score -548647.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -548704.750000 Penalty: 4192.251953
	Iteration 11Q: 3 clusters Score -548704.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -548743.250000 Penalty: 4192.251953
	Iteration 12Q: 3 clusters Score -548743.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -548770.125000 Penalty: 4192.251953
	Iteration 13Q: 3 clusters Score -548770.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -548786.812500 Penalty: 4192.251953
	Iteration 14Q: 3 clusters Score -548786.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -548798.937500 Penalty: 4192.251953
	Iteration 15Q: 3 clusters Score -548798.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -548809.812500 Penalty: 4192.251953
	Iteration 16Q: 3 clusters Score -548809.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -548813.875000 Penalty: 4192.251953
	Iteration 17Q: 3 clusters Score -548813.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -548819.062500 Penalty: 4192.251953
	Iteration 18Q: 3 clusters Score -548819.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -548820.687500 Penalty: 4192.251953
	Iteration 19Q: 3 clusters Score -548820.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -548821.875000 Penalty: 4192.251953
	Iteration 20F: 3 clusters Score -548821.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -548822.687500 Penalty: 4192.251953
	Iteration 21Q: 3 clusters Score -548822.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -548823.750000 Penalty: 4192.251953
	Iteration 22Q: 3 clusters Score -548823.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -548826.437500 Penalty: 4192.251953
	Iteration 23Q: 3 clusters Score -548826.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -548827.687500 Penalty: 4192.251953
	Iteration 24Q: 3 clusters Score -548827.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -548829.937500 Penalty: 4192.251953
	Iteration 25Q: 3 clusters Score -548829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -548832.625000 Penalty: 4192.251953
	Iteration 26Q: 3 clusters Score -548832.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -548832.937500 Penalty: 4192.251953
	Iteration 27Q: 3 clusters Score -548832.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -548835.062500 Penalty: 4192.251953
	Iteration 28Q: 3 clusters Score -548835.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -548836.937500 Penalty: 4192.251953
	Iteration 29Q: 3 clusters Score -548836.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -548839.187500 Penalty: 4192.251953
	Iteration 30Q: 3 clusters Score -548839.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -548839.000000 Penalty: 4192.251953
	Iteration 31Q: 3 clusters Score -548839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -548839.812500 Penalty: 4192.251953
	Iteration 32Q: 3 clusters Score -548839.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -548839.812500 Penalty: 4192.251953
	Iteration 33F: 3 clusters Score -548839.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -31060.832031 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -31060.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -29750.664062 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -29750.66 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29974.566406 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -29974.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30157.833984 Penalty: 2909.768066
	Iteration 2F: 3 clusters Score -30157.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30276.853516 Penalty: 2909.768066
	Iteration 3F: 3 clusters Score -30276.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -30352.914062 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -30352.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -30382.205078 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -30382.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30426.113281 Penalty: 2909.768066
	Iteration 6Q: 3 clusters Score -30426.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30438.533203 Penalty: 2909.768066
	Iteration 7Q: 3 clusters Score -30438.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30441.240234 Penalty: 2909.768066
	Iteration 8Q: 3 clusters Score -30441.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30441.240234 Penalty: 2909.768066
	Iteration 9F: 3 clusters Score -30441.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (53688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Entering Unmasked Estep 
Score: -6581484.500000 Penalty: 2700.954346
	Iteration 0F: 2 clusters Score -6581484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -6545335.500000 Penalty: 5401.908691
	Iteration 0F: 3 clusters Score -6545336 nChanged 24884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -6558876.000000 Penalty: 5401.908691
	Iteration 1F: 3 clusters Score -6558876 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -6559407.500000 Penalty: 5401.908691
	Iteration 2Q: 3 clusters Score -6559408 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -6559837.000000 Penalty: 5401.908691
	Iteration 3Q: 3 clusters Score -6559837 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -6560369.000000 Penalty: 5401.908691
	Iteration 4Q: 3 clusters Score -6560369 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -6560989.000000 Penalty: 5401.908691
	Iteration 5Q: 3 clusters Score -6560989 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -6561909.000000 Penalty: 5401.908691
	Iteration 6Q: 3 clusters Score -6561909 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -6563203.500000 Penalty: 5401.908691
	Iteration 7F: 3 clusters Score -6563204 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -6565139.500000 Penalty: 5401.908691
	Iteration 8F: 3 clusters Score -6565140 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -6567672.000000 Penalty: 5401.908691
	Iteration 9F: 3 clusters Score -6567672 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -6570690.500000 Penalty: 5401.908691
	Iteration 10F: 3 clusters Score -6570690 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -6573551.000000 Penalty: 5401.908691
	Iteration 11F: 3 clusters Score -6573551 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -6575672.000000 Penalty: 5401.908691
	Iteration 12Q: 3 clusters Score -6575672 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -6577120.500000 Penalty: 5401.908691
	Iteration 13Q: 3 clusters Score -6577120 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -6577951.000000 Penalty: 5401.908691
	Iteration 14Q: 3 clusters Score -6577951 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -6578404.000000 Penalty: 5401.908691
	Iteration 15Q: 3 clusters Score -6578404 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -6578606.000000 Penalty: 5401.908691
	Iteration 16Q: 3 clusters Score -6578606 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -6578709.000000 Penalty: 5401.908691
	Iteration 17Q: 3 clusters Score -6578709 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -6578800.500000 Penalty: 5401.908691
	Iteration 18Q: 3 clusters Score -6578800 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -6578895.000000 Penalty: 5401.908691
	Iteration 19Q: 3 clusters Score -6578895 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -6578947.000000 Penalty: 5401.908691
	Iteration 20F: 3 clusters Score -6578947 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -6578970.500000 Penalty: 5401.908691
	Iteration 21Q: 3 clusters Score -6578970 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -6578991.000000 Penalty: 5401.908691
	Iteration 22Q: 3 clusters Score -6578991 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -6579024.000000 Penalty: 5401.908691
	Iteration 23Q: 3 clusters Score -6579024 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -6579057.000000 Penalty: 5401.908691
	Iteration 24Q: 3 clusters Score -6579057 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 51435 members 
Entering Unmasked Estep 
Score: -6579068.000000 Penalty: 5401.908691
	Iteration 25Q: 3 clusters Score -6579068 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -6579073.000000 Penalty: 5401.908691
	Iteration 26Q: 3 clusters Score -6579073 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -6579091.500000 Penalty: 5401.908691
	Iteration 27Q: 3 clusters Score -6579092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -6579105.500000 Penalty: 5401.908691
	Iteration 28Q: 3 clusters Score -6579106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -6579126.000000 Penalty: 5401.908691
	Iteration 29Q: 3 clusters Score -6579126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -6579135.500000 Penalty: 5401.908691
	Iteration 30Q: 3 clusters Score -6579136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -6579157.500000 Penalty: 5401.908691
	Iteration 31Q: 3 clusters Score -6579158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 51765 members 
Entering Unmasked Estep 
Score: -6579161.000000 Penalty: 5401.908691
	Iteration 32Q: 3 clusters Score -6579161 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -6579149.000000 Penalty: 5401.908691
	Iteration 33Q: 3 clusters Score -6579149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -6579167.500000 Penalty: 5401.908691
	Iteration 34Q: 3 clusters Score -6579168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -6579171.000000 Penalty: 5401.908691
	Iteration 35Q: 3 clusters Score -6579171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -6579170.500000 Penalty: 5401.908691
	Iteration 36Q: 3 clusters Score -6579170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -6579178.500000 Penalty: 5401.908691
	Iteration 37Q: 3 clusters Score -6579178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -6579173.000000 Penalty: 5401.908691
	Iteration 38Q: 3 clusters Score -6579173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -6579183.500000 Penalty: 5401.908691
	Iteration 39Q: 3 clusters Score -6579184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -6579191.000000 Penalty: 5401.908691
	Iteration 40F: 3 clusters Score -6579191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -6579190.000000 Penalty: 5401.908691
	Iteration 41Q: 3 clusters Score -6579190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -6579195.000000 Penalty: 5401.908691
	Iteration 42Q: 3 clusters Score -6579195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -6579208.500000 Penalty: 5401.908691
	Iteration 43Q: 3 clusters Score -6579208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -6579203.500000 Penalty: 5401.908691
	Iteration 44Q: 3 clusters Score -6579204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -6579213.000000 Penalty: 5401.908691
	Iteration 45Q: 3 clusters Score -6579213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -6579214.000000 Penalty: 5401.908691
	Iteration 46Q: 3 clusters Score -6579214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 52050 members 
Entering Unmasked Estep 
Score: -6579212.500000 Penalty: 5401.908691
	Iteration 47Q: 3 clusters Score -6579212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -6579220.000000 Penalty: 5401.908691
	Iteration 48Q: 3 clusters Score -6579220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -6579218.500000 Penalty: 5401.908691
	Iteration 49Q: 3 clusters Score -6579218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -6579216.000000 Penalty: 5401.908691
	Iteration 50Q: 3 clusters Score -6579216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -6579219.500000 Penalty: 5401.908691
	Iteration 51Q: 3 clusters Score -6579220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -6579226.500000 Penalty: 5401.908691
	Iteration 52Q: 3 clusters Score -6579226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -6579226.500000 Penalty: 5401.908691
	Iteration 53Q: 3 clusters Score -6579226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 52068 members 
Entering Unmasked Estep 
Score: -6579230.000000 Penalty: 5401.908691
	Iteration 54Q: 3 clusters Score -6579230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -6579228.500000 Penalty: 5401.908691
	Iteration 55Q: 3 clusters Score -6579228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -6579229.000000 Penalty: 5401.908691
	Iteration 56Q: 3 clusters Score -6579229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -6579228.500000 Penalty: 5401.908691
	Iteration 57Q: 3 clusters Score -6579228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -6579232.500000 Penalty: 5401.908691
	Iteration 58Q: 3 clusters Score -6579232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -6579235.000000 Penalty: 5401.908691
	Iteration 59Q: 3 clusters Score -6579235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -6579232.500000 Penalty: 5401.908691
	Iteration 60F: 3 clusters Score -6579232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -6579236.500000 Penalty: 5401.908691
	Iteration 61Q: 3 clusters Score -6579236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -6579236.500000 Penalty: 5401.908691
	Iteration 62Q: 3 clusters Score -6579236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -6579233.500000 Penalty: 5401.908691
	Iteration 63Q: 3 clusters Score -6579234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -6579231.500000 Penalty: 5401.908691
	Iteration 64Q: 3 clusters Score -6579232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -6579245.000000 Penalty: 5401.908691
	Iteration 65Q: 3 clusters Score -6579245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -6579245.500000 Penalty: 5401.908691
	Iteration 66Q: 3 clusters Score -6579246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 52115 members 
Entering Unmasked Estep 
Score: -6579247.000000 Penalty: 5401.908691
	Iteration 67Q: 3 clusters Score -6579247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -6579245.500000 Penalty: 5401.908691
	Iteration 68Q: 3 clusters Score -6579246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -6579245.500000 Penalty: 5401.908691
	Iteration 69F: 3 clusters Score -6579246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Entering Unmasked Estep 
Score: -244956.515625 Penalty: 1894.153687
	Iteration 0F: 2 clusters Score -244956.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -242323.484375 Penalty: 3788.307373
	Iteration 0F: 3 clusters Score -242323.5 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -242839.968750 Penalty: 3788.307373
	Iteration 1F: 3 clusters Score -242840 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -242966.890625 Penalty: 3788.307373
	Iteration 2F: 3 clusters Score -242966.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -243070.234375 Penalty: 3788.307373
	Iteration 3Q: 3 clusters Score -243070.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -243140.656250 Penalty: 3788.307373
	Iteration 4Q: 3 clusters Score -243140.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -243193.234375 Penalty: 3788.307373
	Iteration 5Q: 3 clusters Score -243193.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -243232.500000 Penalty: 3788.307373
	Iteration 6Q: 3 clusters Score -243232.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -243269.593750 Penalty: 3788.307373
	Iteration 7Q: 3 clusters Score -243269.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -243304.515625 Penalty: 3788.307373
	Iteration 8Q: 3 clusters Score -243304.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -243330.921875 Penalty: 3788.307373
	Iteration 9Q: 3 clusters Score -243330.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -243357.531250 Penalty: 3788.307373
	Iteration 10Q: 3 clusters Score -243357.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -243387.390625 Penalty: 3788.307373
	Iteration 11Q: 3 clusters Score -243387.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -243406.125000 Penalty: 3788.307373
	Iteration 12Q: 3 clusters Score -243406.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -243418.531250 Penalty: 3788.307373
	Iteration 13Q: 3 clusters Score -243418.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -243434.375000 Penalty: 3788.307373
	Iteration 14Q: 3 clusters Score -243434.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -243448.031250 Penalty: 3788.307373
	Iteration 15Q: 3 clusters Score -243448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -243466.609375 Penalty: 3788.307373
	Iteration 16Q: 3 clusters Score -243466.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -243489.390625 Penalty: 3788.307373
	Iteration 17Q: 3 clusters Score -243489.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -243503.375000 Penalty: 3788.307373
	Iteration 18Q: 3 clusters Score -243503.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -243522.453125 Penalty: 3788.307373
	Iteration 19Q: 3 clusters Score -243522.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -243534.515625 Penalty: 3788.307373
	Iteration 20F: 3 clusters Score -243534.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -243547.937500 Penalty: 3788.307373
	Iteration 21Q: 3 clusters Score -243547.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -243565.984375 Penalty: 3788.307373
	Iteration 22Q: 3 clusters Score -243566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -243577.593750 Penalty: 3788.307373
	Iteration 23Q: 3 clusters Score -243577.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -243581.828125 Penalty: 3788.307373
	Iteration 24Q: 3 clusters Score -243581.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -243583.250000 Penalty: 3788.307373
	Iteration 25Q: 3 clusters Score -243583.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -243583.515625 Penalty: 3788.307373
	Iteration 26Q: 3 clusters Score -243583.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -243583.515625 Penalty: 3788.307373
	Iteration 27F: 3 clusters Score -243583.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Entering Unmasked Estep 
Score: -307991.312500 Penalty: 1953.123779
	Iteration 0F: 2 clusters Score -307991.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -305007.062500 Penalty: 3906.247559
	Iteration 0F: 3 clusters Score -305007.1 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -305562.250000 Penalty: 3906.247559
	Iteration 1F: 3 clusters Score -305562.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -305733.531250 Penalty: 3906.247559
	Iteration 2F: 3 clusters Score -305733.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -305834.781250 Penalty: 3906.247559
	Iteration 3Q: 3 clusters Score -305834.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -305907.812500 Penalty: 3906.247559
	Iteration 4Q: 3 clusters Score -305907.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -305973.125000 Penalty: 3906.247559
	Iteration 5Q: 3 clusters Score -305973.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -306018.687500 Penalty: 3906.247559
	Iteration 6Q: 3 clusters Score -306018.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -306054.968750 Penalty: 3906.247559
	Iteration 7Q: 3 clusters Score -306055 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -306084.406250 Penalty: 3906.247559
	Iteration 8Q: 3 clusters Score -306084.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -306102.500000 Penalty: 3906.247559
	Iteration 9Q: 3 clusters Score -306102.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -306122.343750 Penalty: 3906.247559
	Iteration 10Q: 3 clusters Score -306122.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -306144.843750 Penalty: 3906.247559
	Iteration 11Q: 3 clusters Score -306144.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -306163.718750 Penalty: 3906.247559
	Iteration 12Q: 3 clusters Score -306163.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -306176.187500 Penalty: 3906.247559
	Iteration 13Q: 3 clusters Score -306176.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -306182.468750 Penalty: 3906.247559
	Iteration 14Q: 3 clusters Score -306182.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -306190.250000 Penalty: 3906.247559
	Iteration 15Q: 3 clusters Score -306190.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -306199.625000 Penalty: 3906.247559
	Iteration 16Q: 3 clusters Score -306199.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -306210.937500 Penalty: 3906.247559
	Iteration 17Q: 3 clusters Score -306210.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -306223.437500 Penalty: 3906.247559
	Iteration 18Q: 3 clusters Score -306223.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -306235.437500 Penalty: 3906.247559
	Iteration 19Q: 3 clusters Score -306235.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -306245.406250 Penalty: 3906.247559
	Iteration 20F: 3 clusters Score -306245.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -306253.937500 Penalty: 3906.247559
	Iteration 21Q: 3 clusters Score -306253.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -306262.687500 Penalty: 3906.247559
	Iteration 22Q: 3 clusters Score -306262.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -306270.750000 Penalty: 3906.247559
	Iteration 23Q: 3 clusters Score -306270.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -306280.375000 Penalty: 3906.247559
	Iteration 24Q: 3 clusters Score -306280.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -306292.593750 Penalty: 3906.247559
	Iteration 25Q: 3 clusters Score -306292.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -306304.187500 Penalty: 3906.247559
	Iteration 26Q: 3 clusters Score -306304.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -306312.593750 Penalty: 3906.247559
	Iteration 27Q: 3 clusters Score -306312.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -306320.218750 Penalty: 3906.247559
	Iteration 28Q: 3 clusters Score -306320.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -306324.156250 Penalty: 3906.247559
	Iteration 29Q: 3 clusters Score -306324.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -306327.593750 Penalty: 3906.247559
	Iteration 30Q: 3 clusters Score -306327.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -306331.718750 Penalty: 3906.247559
	Iteration 31Q: 3 clusters Score -306331.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -306337.812500 Penalty: 3906.247559
	Iteration 32Q: 3 clusters Score -306337.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -306341.312500 Penalty: 3906.247559
	Iteration 33Q: 3 clusters Score -306341.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -306344.156250 Penalty: 3906.247559
	Iteration 34Q: 3 clusters Score -306344.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -306345.843750 Penalty: 3906.247559
	Iteration 35Q: 3 clusters Score -306345.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -306346.156250 Penalty: 3906.247559
	Iteration 36Q: 3 clusters Score -306346.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -306346.156250 Penalty: 3906.247559
	Iteration 37F: 3 clusters Score -306346.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Entering Unmasked Estep 
Score: -728442.500000 Penalty: 2162.593262
	Iteration 0F: 2 clusters Score -728442.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -723236.875000 Penalty: 4325.186523
	Iteration 0F: 3 clusters Score -723236.9 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -724641.812500 Penalty: 4325.186523
	Iteration 1F: 3 clusters Score -724641.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -724881.687500 Penalty: 4325.186523
	Iteration 2F: 3 clusters Score -724881.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -725047.312500 Penalty: 4325.186523
	Iteration 3F: 3 clusters Score -725047.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -725143.250000 Penalty: 4325.186523
	Iteration 4Q: 3 clusters Score -725143.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -725219.812500 Penalty: 4325.186523
	Iteration 5Q: 3 clusters Score -725219.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -725281.312500 Penalty: 4325.186523
	Iteration 6Q: 3 clusters Score -725281.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -725324.187500 Penalty: 4325.186523
	Iteration 7Q: 3 clusters Score -725324.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -725368.562500 Penalty: 4325.186523
	Iteration 8Q: 3 clusters Score -725368.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -725411.625000 Penalty: 4325.186523
	Iteration 9Q: 3 clusters Score -725411.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -725452.500000 Penalty: 4325.186523
	Iteration 10Q: 3 clusters Score -725452.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -725490.062500 Penalty: 4325.186523
	Iteration 11Q: 3 clusters Score -725490.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -725520.250000 Penalty: 4325.186523
	Iteration 12Q: 3 clusters Score -725520.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -725554.812500 Penalty: 4325.186523
	Iteration 13Q: 3 clusters Score -725554.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -725585.562500 Penalty: 4325.186523
	Iteration 14Q: 3 clusters Score -725585.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -725626.875000 Penalty: 4325.186523
	Iteration 15Q: 3 clusters Score -725626.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -725665.500000 Penalty: 4325.186523
	Iteration 16Q: 3 clusters Score -725665.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -725696.437500 Penalty: 4325.186523
	Iteration 17Q: 3 clusters Score -725696.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -725722.062500 Penalty: 4325.186523
	Iteration 18Q: 3 clusters Score -725722.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -725745.937500 Penalty: 4325.186523
	Iteration 19Q: 3 clusters Score -725745.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -725764.375000 Penalty: 4325.186523
	Iteration 20F: 3 clusters Score -725764.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -725781.062500 Penalty: 4325.186523
	Iteration 21Q: 3 clusters Score -725781.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -725795.812500 Penalty: 4325.186523
	Iteration 22Q: 3 clusters Score -725795.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -725810.500000 Penalty: 4325.186523
	Iteration 23Q: 3 clusters Score -725810.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -725829.062500 Penalty: 4325.186523
	Iteration 24Q: 3 clusters Score -725829.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -725850.000000 Penalty: 4325.186523
	Iteration 25Q: 3 clusters Score -725850 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -725873.812500 Penalty: 4325.186523
	Iteration 26Q: 3 clusters Score -725873.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -725902.875000 Penalty: 4325.186523
	Iteration 27Q: 3 clusters Score -725902.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -725932.750000 Penalty: 4325.186523
	Iteration 28Q: 3 clusters Score -725932.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -725957.312500 Penalty: 4325.186523
	Iteration 29Q: 3 clusters Score -725957.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -725985.250000 Penalty: 4325.186523
	Iteration 30Q: 3 clusters Score -725985.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -726014.750000 Penalty: 4325.186523
	Iteration 31Q: 3 clusters Score -726014.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -726052.125000 Penalty: 4325.186523
	Iteration 32Q: 3 clusters Score -726052.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -726096.812500 Penalty: 4325.186523
	Iteration 33Q: 3 clusters Score -726096.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -726154.812500 Penalty: 4325.186523
	Iteration 34Q: 3 clusters Score -726154.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -726212.687500 Penalty: 4325.186523
	Iteration 35Q: 3 clusters Score -726212.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -726275.437500 Penalty: 4325.186523
	Iteration 36Q: 3 clusters Score -726275.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -726337.812500 Penalty: 4325.186523
	Iteration 37Q: 3 clusters Score -726337.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -726406.062500 Penalty: 4325.186523
	Iteration 38Q: 3 clusters Score -726406.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -726472.812500 Penalty: 4325.186523
	Iteration 39Q: 3 clusters Score -726472.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -726535.875000 Penalty: 4325.186523
	Iteration 40F: 3 clusters Score -726535.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -726600.437500 Penalty: 4325.186523
	Iteration 41Q: 3 clusters Score -726600.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -726665.000000 Penalty: 4325.186523
	Iteration 42Q: 3 clusters Score -726665 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -726724.937500 Penalty: 4325.186523
	Iteration 43Q: 3 clusters Score -726724.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -726770.562500 Penalty: 4325.186523
	Iteration 44Q: 3 clusters Score -726770.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -726812.750000 Penalty: 4325.186523
	Iteration 45Q: 3 clusters Score -726812.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -726846.312500 Penalty: 4325.186523
	Iteration 46Q: 3 clusters Score -726846.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -726878.437500 Penalty: 4325.186523
	Iteration 47Q: 3 clusters Score -726878.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -726903.562500 Penalty: 4325.186523
	Iteration 48Q: 3 clusters Score -726903.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -726935.000000 Penalty: 4325.186523
	Iteration 49Q: 3 clusters Score -726935 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -726965.125000 Penalty: 4325.186523
	Iteration 50Q: 3 clusters Score -726965.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -726990.625000 Penalty: 4325.186523
	Iteration 51Q: 3 clusters Score -726990.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -727007.500000 Penalty: 4325.186523
	Iteration 52Q: 3 clusters Score -727007.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -727019.437500 Penalty: 4325.186523
	Iteration 53Q: 3 clusters Score -727019.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -727034.375000 Penalty: 4325.186523
	Iteration 54Q: 3 clusters Score -727034.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -727048.062500 Penalty: 4325.186523
	Iteration 55Q: 3 clusters Score -727048.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -727054.062500 Penalty: 4325.186523
	Iteration 56Q: 3 clusters Score -727054.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -727056.812500 Penalty: 4325.186523
	Iteration 57Q: 3 clusters Score -727056.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -727060.937500 Penalty: 4325.186523
	Iteration 58Q: 3 clusters Score -727060.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -727064.875000 Penalty: 4325.186523
	Iteration 59Q: 3 clusters Score -727064.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -727067.375000 Penalty: 4325.186523
	Iteration 60F: 3 clusters Score -727067.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -727070.000000 Penalty: 4325.186523
	Iteration 61Q: 3 clusters Score -727070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -727075.750000 Penalty: 4325.186523
	Iteration 62Q: 3 clusters Score -727075.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -727080.375000 Penalty: 4325.186523
	Iteration 63Q: 3 clusters Score -727080.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -727082.125000 Penalty: 4325.186523
	Iteration 64Q: 3 clusters Score -727082.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -727083.500000 Penalty: 4325.186523
	Iteration 65Q: 3 clusters Score -727083.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -727082.437500 Penalty: 4325.186523
	Iteration 66Q: 3 clusters Score -727082.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -727082.437500 Penalty: 4325.186523
	Iteration 67F: 3 clusters Score -727082.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -57567.386719 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -57567.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55999.480469 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -55999.48 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -56225.214844 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -56225.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -56590.660156 Penalty: 3131.519775
	Iteration 2Q: 3 clusters Score -56590.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56736.578125 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -56736.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -56833.683594 Penalty: 3131.519775
	Iteration 4F: 3 clusters Score -56833.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -56896.402344 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -56896.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -56933.003906 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -56933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -56962.316406 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -56962.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -56981.027344 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -56981.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -56992.617188 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -56992.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -57002.527344 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -57002.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -57012.835938 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -57012.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -57014.867188 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -57014.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -57014.867188 Penalty: 3131.519775
	Iteration 13F: 3 clusters Score -57014.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (244888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244888 members 
Entering Unmasked Estep 
Score: -30124714.000000 Penalty: 3077.321777
	Iteration 0F: 2 clusters Score -3.012471e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122405 members 
Mstep: Class 2 contains 122483 members 
Entering Unmasked Estep 
Score: -29966884.000000 Penalty: 6154.643555
	Iteration 0F: 3 clusters Score -2.996688e+07 nChanged 118320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117997 members 
Mstep: Class 2 contains 126891 members 
Entering Unmasked Estep 
Score: -30037110.000000 Penalty: 6154.643555
	Iteration 1F: 3 clusters Score -3.003711e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115981 members 
Mstep: Class 2 contains 128907 members 
Entering Unmasked Estep 
Score: -30038518.000000 Penalty: 6154.643555
	Iteration 2Q: 3 clusters Score -3.003852e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112902 members 
Mstep: Class 2 contains 131986 members 
Entering Unmasked Estep 
Score: -30039940.000000 Penalty: 6154.643555
	Iteration 3Q: 3 clusters Score -3.003994e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108346 members 
Mstep: Class 2 contains 136542 members 
Entering Unmasked Estep 
Score: -30041716.000000 Penalty: 6154.643555
	Iteration 4Q: 3 clusters Score -3.004172e+07 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101542 members 
Mstep: Class 2 contains 143346 members 
Entering Unmasked Estep 
Score: -30044734.000000 Penalty: 6154.643555
	Iteration 5Q: 3 clusters Score -3.004473e+07 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91738 members 
Mstep: Class 2 contains 153150 members 
Entering Unmasked Estep 
Score: -30049946.000000 Penalty: 6154.643555
	Iteration 6Q: 3 clusters Score -3.004995e+07 nChanged 14672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78136 members 
Mstep: Class 2 contains 166752 members 
Entering Unmasked Estep 
Score: -30058656.000000 Penalty: 6154.643555
	Iteration 7F: 3 clusters Score -3.005866e+07 nChanged 17815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 184051 members 
Entering Unmasked Estep 
Score: -30072292.000000 Penalty: 6154.643555
	Iteration 8F: 3 clusters Score -3.007229e+07 nChanged 20100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 204027 members 
Entering Unmasked Estep 
Score: -30090146.000000 Penalty: 6154.643555
	Iteration 9F: 3 clusters Score -3.009015e+07 nChanged 18583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 222578 members 
Entering Unmasked Estep 
Score: -30106778.000000 Penalty: 6154.643555
	Iteration 10F: 3 clusters Score -3.010678e+07 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 234890 members 
Entering Unmasked Estep 
Score: -30115696.000000 Penalty: 6154.643555
	Iteration 11F: 3 clusters Score -3.01157e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 240718 members 
Entering Unmasked Estep 
Score: -30119572.000000 Penalty: 6154.643555
	Iteration 12Q: 3 clusters Score -3.011957e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 242979 members 
Entering Unmasked Estep 
Score: -30120986.000000 Penalty: 6154.643555
	Iteration 13Q: 3 clusters Score -3.012099e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 243838 members 
Entering Unmasked Estep 
Score: -30121522.000000 Penalty: 6154.643555
	Iteration 14Q: 3 clusters Score -3.012152e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 244177 members 
Entering Unmasked Estep 
Score: -30121736.000000 Penalty: 6154.643555
	Iteration 15Q: 3 clusters Score -3.012174e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 244314 members 
Entering Unmasked Estep 
Score: -30121892.000000 Penalty: 6154.643555
	Iteration 16Q: 3 clusters Score -3.012189e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 244371 members 
Entering Unmasked Estep 
Score: -30121958.000000 Penalty: 6154.643555
	Iteration 17Q: 3 clusters Score -3.012196e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 244395 members 
Entering Unmasked Estep 
Score: -30122000.000000 Penalty: 6154.643555
	Iteration 18Q: 3 clusters Score -3.0122e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 244391 members 
Entering Unmasked Estep 
Score: -30122012.000000 Penalty: 6154.643555
	Iteration 19Q: 3 clusters Score -3.012201e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 244406 members 
Entering Unmasked Estep 
Score: -30122080.000000 Penalty: 6154.643555
	Iteration 20F: 3 clusters Score -3.012208e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 244414 members 
Entering Unmasked Estep 
Score: -30122072.000000 Penalty: 6154.643555
	Iteration 21Q: 3 clusters Score -3.012207e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 244419 members 
Entering Unmasked Estep 
Score: -30122112.000000 Penalty: 6154.643555
	Iteration 22Q: 3 clusters Score -3.012211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 244426 members 
Entering Unmasked Estep 
Score: -30122082.000000 Penalty: 6154.643555
	Iteration 23Q: 3 clusters Score -3.012208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 244428 members 
Entering Unmasked Estep 
Score: -30122092.000000 Penalty: 6154.643555
	Iteration 24Q: 3 clusters Score -3.012209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 244429 members 
Entering Unmasked Estep 
Score: -30122092.000000 Penalty: 6154.643555
	Iteration 25Q: 3 clusters Score -3.012209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 244434 members 
Entering Unmasked Estep 
Score: -30122104.000000 Penalty: 6154.643555
	Iteration 26Q: 3 clusters Score -3.01221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 244439 members 
Entering Unmasked Estep 
Score: -30122112.000000 Penalty: 6154.643555
	Iteration 27Q: 3 clusters Score -3.012211e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 244440 members 
Entering Unmasked Estep 
Score: -30122120.000000 Penalty: 6154.643555
	Iteration 28Q: 3 clusters Score -3.012212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 244442 members 
Entering Unmasked Estep 
Score: -30122104.000000 Penalty: 6154.643555
	Iteration 29Q: 3 clusters Score -3.01221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 244443 members 
Entering Unmasked Estep 
Score: -30122114.000000 Penalty: 6154.643555
	Iteration 30Q: 3 clusters Score -3.012211e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 244443 members 
Entering Unmasked Estep 
Score: -30122114.000000 Penalty: 6154.643555
	Iteration 31F: 3 clusters Score -3.012211e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Entering Unmasked Estep 
Score: -1388758.000000 Penalty: 2313.220215
	Iteration 0F: 2 clusters Score -1388758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1380254.875000 Penalty: 4626.440430
	Iteration 0F: 3 clusters Score -1380255 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1382792.375000 Penalty: 4626.440430
	Iteration 1F: 3 clusters Score -1382792 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1383077.250000 Penalty: 4626.440430
	Iteration 2F: 3 clusters Score -1383077 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1383287.875000 Penalty: 4626.440430
	Iteration 3Q: 3 clusters Score -1383288 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1383474.250000 Penalty: 4626.440430
	Iteration 4Q: 3 clusters Score -1383474 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1383674.250000 Penalty: 4626.440430
	Iteration 5Q: 3 clusters Score -1383674 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1383869.125000 Penalty: 4626.440430
	Iteration 6Q: 3 clusters Score -1383869 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1384104.500000 Penalty: 4626.440430
	Iteration 7Q: 3 clusters Score -1384104 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1384361.000000 Penalty: 4626.440430
	Iteration 8Q: 3 clusters Score -1384361 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1384634.500000 Penalty: 4626.440430
	Iteration 9Q: 3 clusters Score -1384634 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1384876.250000 Penalty: 4626.440430
	Iteration 10Q: 3 clusters Score -1384876 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1385105.500000 Penalty: 4626.440430
	Iteration 11Q: 3 clusters Score -1385106 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1385310.000000 Penalty: 4626.440430
	Iteration 12Q: 3 clusters Score -1385310 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1385506.875000 Penalty: 4626.440430
	Iteration 13Q: 3 clusters Score -1385507 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1385672.000000 Penalty: 4626.440430
	Iteration 14Q: 3 clusters Score -1385672 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1385815.625000 Penalty: 4626.440430
	Iteration 15Q: 3 clusters Score -1385816 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1385925.375000 Penalty: 4626.440430
	Iteration 16Q: 3 clusters Score -1385925 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1386012.625000 Penalty: 4626.440430
	Iteration 17Q: 3 clusters Score -1386013 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1386081.250000 Penalty: 4626.440430
	Iteration 18Q: 3 clusters Score -1386081 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1386140.375000 Penalty: 4626.440430
	Iteration 19Q: 3 clusters Score -1386140 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1386186.125000 Penalty: 4626.440430
	Iteration 20F: 3 clusters Score -1386186 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1386225.625000 Penalty: 4626.440430
	Iteration 21Q: 3 clusters Score -1386226 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1386260.000000 Penalty: 4626.440430
	Iteration 22Q: 3 clusters Score -1386260 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1386286.000000 Penalty: 4626.440430
	Iteration 23Q: 3 clusters Score -1386286 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1386302.500000 Penalty: 4626.440430
	Iteration 24Q: 3 clusters Score -1386302 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1386327.875000 Penalty: 4626.440430
	Iteration 25Q: 3 clusters Score -1386328 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1386356.750000 Penalty: 4626.440430
	Iteration 26Q: 3 clusters Score -1386357 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1386381.750000 Penalty: 4626.440430
	Iteration 27Q: 3 clusters Score -1386382 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1386404.125000 Penalty: 4626.440430
	Iteration 28Q: 3 clusters Score -1386404 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1386425.750000 Penalty: 4626.440430
	Iteration 29Q: 3 clusters Score -1386426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1386445.250000 Penalty: 4626.440430
	Iteration 30Q: 3 clusters Score -1386445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1386457.625000 Penalty: 4626.440430
	Iteration 31Q: 3 clusters Score -1386458 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1386478.000000 Penalty: 4626.440430
	Iteration 32Q: 3 clusters Score -1386478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1386488.250000 Penalty: 4626.440430
	Iteration 33Q: 3 clusters Score -1386488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1386507.875000 Penalty: 4626.440430
	Iteration 34Q: 3 clusters Score -1386508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1386522.375000 Penalty: 4626.440430
	Iteration 35Q: 3 clusters Score -1386522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1386538.750000 Penalty: 4626.440430
	Iteration 36Q: 3 clusters Score -1386539 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1386554.000000 Penalty: 4626.440430
	Iteration 37Q: 3 clusters Score -1386554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1386571.625000 Penalty: 4626.440430
	Iteration 38Q: 3 clusters Score -1386572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1386592.500000 Penalty: 4626.440430
	Iteration 39Q: 3 clusters Score -1386592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1386601.250000 Penalty: 4626.440430
	Iteration 40F: 3 clusters Score -1386601 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1386613.000000 Penalty: 4626.440430
	Iteration 41Q: 3 clusters Score -1386613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1386634.125000 Penalty: 4626.440430
	Iteration 42Q: 3 clusters Score -1386634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1386651.000000 Penalty: 4626.440430
	Iteration 43Q: 3 clusters Score -1386651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1386670.375000 Penalty: 4626.440430
	Iteration 44Q: 3 clusters Score -1386670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1386678.750000 Penalty: 4626.440430
	Iteration 45Q: 3 clusters Score -1386679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1386686.625000 Penalty: 4626.440430
	Iteration 46Q: 3 clusters Score -1386687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1386693.875000 Penalty: 4626.440430
	Iteration 47Q: 3 clusters Score -1386694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1386700.750000 Penalty: 4626.440430
	Iteration 48Q: 3 clusters Score -1386701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1386703.125000 Penalty: 4626.440430
	Iteration 49Q: 3 clusters Score -1386703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1386706.750000 Penalty: 4626.440430
	Iteration 50Q: 3 clusters Score -1386707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1386705.750000 Penalty: 4626.440430
	Iteration 51Q: 3 clusters Score -1386706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1386711.375000 Penalty: 4626.440430
	Iteration 52Q: 3 clusters Score -1386711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1386712.125000 Penalty: 4626.440430
	Iteration 53Q: 3 clusters Score -1386712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1386711.125000 Penalty: 4626.440430
	Iteration 54Q: 3 clusters Score -1386711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1386716.250000 Penalty: 4626.440430
	Iteration 55Q: 3 clusters Score -1386716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1386714.500000 Penalty: 4626.440430
	Iteration 56Q: 3 clusters Score -1386714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1386717.375000 Penalty: 4626.440430
	Iteration 57Q: 3 clusters Score -1386717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1386720.125000 Penalty: 4626.440430
	Iteration 58Q: 3 clusters Score -1386720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1386727.000000 Penalty: 4626.440430
	Iteration 59Q: 3 clusters Score -1386727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1386733.375000 Penalty: 4626.440430
	Iteration 60F: 3 clusters Score -1386733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1386736.000000 Penalty: 4626.440430
	Iteration 61Q: 3 clusters Score -1386736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1386737.500000 Penalty: 4626.440430
	Iteration 62Q: 3 clusters Score -1386738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1386740.625000 Penalty: 4626.440430
	Iteration 63Q: 3 clusters Score -1386741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1386746.000000 Penalty: 4626.440430
	Iteration 64Q: 3 clusters Score -1386746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1386747.750000 Penalty: 4626.440430
	Iteration 65Q: 3 clusters Score -1386748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1386754.500000 Penalty: 4626.440430
	Iteration 66Q: 3 clusters Score -1386754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1386759.375000 Penalty: 4626.440430
	Iteration 67Q: 3 clusters Score -1386759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1386761.375000 Penalty: 4626.440430
	Iteration 68Q: 3 clusters Score -1386761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1386760.500000 Penalty: 4626.440430
	Iteration 69Q: 3 clusters Score -1386760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1386769.000000 Penalty: 4626.440430
	Iteration 70Q: 3 clusters Score -1386769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1386773.125000 Penalty: 4626.440430
	Iteration 71Q: 3 clusters Score -1386773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1386772.375000 Penalty: 4626.440430
	Iteration 72Q: 3 clusters Score -1386772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1386773.125000 Penalty: 4626.440430
	Iteration 73Q: 3 clusters Score -1386773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1386769.750000 Penalty: 4626.440430
	Iteration 74Q: 3 clusters Score -1386770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1386769.750000 Penalty: 4626.440430
	Iteration 75F: 3 clusters Score -1386770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -56208.566406 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -56208.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54722.171875 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -54722.17 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -54853.566406 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -54853.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54896.722656 Penalty: 3070.396484
	Iteration 2Q: 3 clusters Score -54896.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54911.375000 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -54911.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54913.078125 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -54913.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54914.101562 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -54914.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54914.101562 Penalty: 3070.396484
	Iteration 6F: 3 clusters Score -54914.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Entering Unmasked Estep 
Score: -241848.015625 Penalty: 1923.430298
	Iteration 0F: 2 clusters Score -241848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -239078.703125 Penalty: 3846.860596
	Iteration 0F: 3 clusters Score -239078.7 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -239807.187500 Penalty: 3846.860596
	Iteration 1F: 3 clusters Score -239807.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -240083.437500 Penalty: 3846.860596
	Iteration 2F: 3 clusters Score -240083.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -240222.656250 Penalty: 3846.860596
	Iteration 3F: 3 clusters Score -240222.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -240347.609375 Penalty: 3846.860596
	Iteration 4Q: 3 clusters Score -240347.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -240474.187500 Penalty: 3846.860596
	Iteration 5Q: 3 clusters Score -240474.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -240525.703125 Penalty: 3846.860596
	Iteration 6Q: 3 clusters Score -240525.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -240555.250000 Penalty: 3846.860596
	Iteration 7Q: 3 clusters Score -240555.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -240578.453125 Penalty: 3846.860596
	Iteration 8Q: 3 clusters Score -240578.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -240601.000000 Penalty: 3846.860596
	Iteration 9Q: 3 clusters Score -240601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -240618.265625 Penalty: 3846.860596
	Iteration 10Q: 3 clusters Score -240618.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -240637.000000 Penalty: 3846.860596
	Iteration 11Q: 3 clusters Score -240637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -240648.171875 Penalty: 3846.860596
	Iteration 12Q: 3 clusters Score -240648.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -240651.671875 Penalty: 3846.860596
	Iteration 13Q: 3 clusters Score -240651.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -240652.203125 Penalty: 3846.860596
	Iteration 14Q: 3 clusters Score -240652.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -240652.203125 Penalty: 3846.860596
	Iteration 15F: 3 clusters Score -240652.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (213294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213294 members 
Entering Unmasked Estep 
Score: -26258388.000000 Penalty: 3043.065918
	Iteration 0F: 2 clusters Score -2.625839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106719 members 
Mstep: Class 2 contains 106575 members 
Entering Unmasked Estep 
Score: -26117474.000000 Penalty: 6086.131836
	Iteration 0F: 3 clusters Score -2.611747e+07 nChanged 102754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107349 members 
Mstep: Class 2 contains 105945 members 
Entering Unmasked Estep 
Score: -26177730.000000 Penalty: 6086.131836
	Iteration 1F: 3 clusters Score -2.617773e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107302 members 
Mstep: Class 2 contains 105992 members 
Entering Unmasked Estep 
Score: -26179518.000000 Penalty: 6086.131836
	Iteration 2Q: 3 clusters Score -2.617952e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107241 members 
Mstep: Class 2 contains 106053 members 
Entering Unmasked Estep 
Score: -26181704.000000 Penalty: 6086.131836
	Iteration 3Q: 3 clusters Score -2.61817e+07 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107170 members 
Mstep: Class 2 contains 106124 members 
Entering Unmasked Estep 
Score: -26184992.000000 Penalty: 6086.131836
	Iteration 4Q: 3 clusters Score -2.618499e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107103 members 
Mstep: Class 2 contains 106191 members 
Entering Unmasked Estep 
Score: -26189478.000000 Penalty: 6086.131836
	Iteration 5Q: 3 clusters Score -2.618948e+07 nChanged 10866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106993 members 
Mstep: Class 2 contains 106301 members 
Entering Unmasked Estep 
Score: -26194756.000000 Penalty: 6086.131836
	Iteration 6F: 3 clusters Score -2.619476e+07 nChanged 11990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106951 members 
Mstep: Class 2 contains 106343 members 
Entering Unmasked Estep 
Score: -26201712.000000 Penalty: 6086.131836
	Iteration 7F: 3 clusters Score -2.620171e+07 nChanged 12803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107158 members 
Mstep: Class 2 contains 106136 members 
Entering Unmasked Estep 
Score: -26210270.000000 Penalty: 6086.131836
	Iteration 8F: 3 clusters Score -2.621027e+07 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107488 members 
Mstep: Class 2 contains 105806 members 
Entering Unmasked Estep 
Score: -26217860.000000 Penalty: 6086.131836
	Iteration 9F: 3 clusters Score -2.621786e+07 nChanged 10293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107829 members 
Mstep: Class 2 contains 105465 members 
Entering Unmasked Estep 
Score: -26222710.000000 Penalty: 6086.131836
	Iteration 10Q: 3 clusters Score -2.622271e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107949 members 
Mstep: Class 2 contains 105345 members 
Entering Unmasked Estep 
Score: -26224426.000000 Penalty: 6086.131836
	Iteration 11Q: 3 clusters Score -2.622443e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107967 members 
Mstep: Class 2 contains 105327 members 
Entering Unmasked Estep 
Score: -26225116.000000 Penalty: 6086.131836
	Iteration 12Q: 3 clusters Score -2.622512e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107878 members 
Mstep: Class 2 contains 105416 members 
Entering Unmasked Estep 
Score: -26225386.000000 Penalty: 6086.131836
	Iteration 13Q: 3 clusters Score -2.622539e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107765 members 
Mstep: Class 2 contains 105529 members 
Entering Unmasked Estep 
Score: -26225414.000000 Penalty: 6086.131836
	Iteration 14Q: 3 clusters Score -2.622541e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107624 members 
Mstep: Class 2 contains 105670 members 
Entering Unmasked Estep 
Score: -26225576.000000 Penalty: 6086.131836
	Iteration 15Q: 3 clusters Score -2.622558e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107490 members 
Mstep: Class 2 contains 105804 members 
Entering Unmasked Estep 
Score: -26225864.000000 Penalty: 6086.131836
	Iteration 16Q: 3 clusters Score -2.622586e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107361 members 
Mstep: Class 2 contains 105933 members 
Entering Unmasked Estep 
Score: -26226054.000000 Penalty: 6086.131836
	Iteration 17Q: 3 clusters Score -2.622605e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107205 members 
Mstep: Class 2 contains 106089 members 
Entering Unmasked Estep 
Score: -26226172.000000 Penalty: 6086.131836
	Iteration 18Q: 3 clusters Score -2.622617e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107024 members 
Mstep: Class 2 contains 106270 members 
Entering Unmasked Estep 
Score: -26226518.000000 Penalty: 6086.131836
	Iteration 19Q: 3 clusters Score -2.622652e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106792 members 
Mstep: Class 2 contains 106502 members 
Entering Unmasked Estep 
Score: -26226830.000000 Penalty: 6086.131836
	Iteration 20F: 3 clusters Score -2.622683e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106547 members 
Mstep: Class 2 contains 106747 members 
Entering Unmasked Estep 
Score: -26227074.000000 Penalty: 6086.131836
	Iteration 21Q: 3 clusters Score -2.622707e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106235 members 
Mstep: Class 2 contains 107059 members 
Entering Unmasked Estep 
Score: -26227382.000000 Penalty: 6086.131836
	Iteration 22Q: 3 clusters Score -2.622738e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105943 members 
Mstep: Class 2 contains 107351 members 
Entering Unmasked Estep 
Score: -26227626.000000 Penalty: 6086.131836
	Iteration 23Q: 3 clusters Score -2.622763e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105645 members 
Mstep: Class 2 contains 107649 members 
Entering Unmasked Estep 
Score: -26228132.000000 Penalty: 6086.131836
	Iteration 24Q: 3 clusters Score -2.622813e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 108028 members 
Entering Unmasked Estep 
Score: -26228472.000000 Penalty: 6086.131836
	Iteration 25Q: 3 clusters Score -2.622847e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104928 members 
Mstep: Class 2 contains 108366 members 
Entering Unmasked Estep 
Score: -26229000.000000 Penalty: 6086.131836
	Iteration 26Q: 3 clusters Score -2.6229e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104590 members 
Mstep: Class 2 contains 108704 members 
Entering Unmasked Estep 
Score: -26229670.000000 Penalty: 6086.131836
	Iteration 27Q: 3 clusters Score -2.622967e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104170 members 
Mstep: Class 2 contains 109124 members 
Entering Unmasked Estep 
Score: -26230520.000000 Penalty: 6086.131836
	Iteration 28Q: 3 clusters Score -2.623052e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103639 members 
Mstep: Class 2 contains 109655 members 
Entering Unmasked Estep 
Score: -26231378.000000 Penalty: 6086.131836
	Iteration 29Q: 3 clusters Score -2.623138e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102915 members 
Mstep: Class 2 contains 110379 members 
Entering Unmasked Estep 
Score: -26232520.000000 Penalty: 6086.131836
	Iteration 30Q: 3 clusters Score -2.623252e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102060 members 
Mstep: Class 2 contains 111234 members 
Entering Unmasked Estep 
Score: -26233420.000000 Penalty: 6086.131836
	Iteration 31Q: 3 clusters Score -2.623342e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100993 members 
Mstep: Class 2 contains 112301 members 
Entering Unmasked Estep 
Score: -26234764.000000 Penalty: 6086.131836
	Iteration 32Q: 3 clusters Score -2.623476e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99801 members 
Mstep: Class 2 contains 113493 members 
Entering Unmasked Estep 
Score: -26236164.000000 Penalty: 6086.131836
	Iteration 33Q: 3 clusters Score -2.623616e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98395 members 
Mstep: Class 2 contains 114899 members 
Entering Unmasked Estep 
Score: -26237614.000000 Penalty: 6086.131836
	Iteration 34Q: 3 clusters Score -2.623761e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96899 members 
Mstep: Class 2 contains 116395 members 
Entering Unmasked Estep 
Score: -26239584.000000 Penalty: 6086.131836
	Iteration 35Q: 3 clusters Score -2.623958e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95248 members 
Mstep: Class 2 contains 118046 members 
Entering Unmasked Estep 
Score: -26241206.000000 Penalty: 6086.131836
	Iteration 36Q: 3 clusters Score -2.624121e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93475 members 
Mstep: Class 2 contains 119819 members 
Entering Unmasked Estep 
Score: -26243136.000000 Penalty: 6086.131836
	Iteration 37Q: 3 clusters Score -2.624314e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91681 members 
Mstep: Class 2 contains 121613 members 
Entering Unmasked Estep 
Score: -26245178.000000 Penalty: 6086.131836
	Iteration 38Q: 3 clusters Score -2.624518e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89983 members 
Mstep: Class 2 contains 123311 members 
Entering Unmasked Estep 
Score: -26246544.000000 Penalty: 6086.131836
	Iteration 39Q: 3 clusters Score -2.624654e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88553 members 
Mstep: Class 2 contains 124741 members 
Entering Unmasked Estep 
Score: -26247884.000000 Penalty: 6086.131836
	Iteration 40F: 3 clusters Score -2.624788e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87130 members 
Mstep: Class 2 contains 126164 members 
Entering Unmasked Estep 
Score: -26248780.000000 Penalty: 6086.131836
	Iteration 41Q: 3 clusters Score -2.624878e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85937 members 
Mstep: Class 2 contains 127357 members 
Entering Unmasked Estep 
Score: -26249444.000000 Penalty: 6086.131836
	Iteration 42Q: 3 clusters Score -2.624944e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84880 members 
Mstep: Class 2 contains 128414 members 
Entering Unmasked Estep 
Score: -26249772.000000 Penalty: 6086.131836
	Iteration 43Q: 3 clusters Score -2.624977e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83805 members 
Mstep: Class 2 contains 129489 members 
Entering Unmasked Estep 
Score: -26250046.000000 Penalty: 6086.131836
	Iteration 44Q: 3 clusters Score -2.625005e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82762 members 
Mstep: Class 2 contains 130532 members 
Entering Unmasked Estep 
Score: -26250218.000000 Penalty: 6086.131836
	Iteration 45Q: 3 clusters Score -2.625022e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81718 members 
Mstep: Class 2 contains 131576 members 
Entering Unmasked Estep 
Score: -26250524.000000 Penalty: 6086.131836
	Iteration 46Q: 3 clusters Score -2.625052e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80686 members 
Mstep: Class 2 contains 132608 members 
Entering Unmasked Estep 
Score: -26250736.000000 Penalty: 6086.131836
	Iteration 47Q: 3 clusters Score -2.625074e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79722 members 
Mstep: Class 2 contains 133572 members 
Entering Unmasked Estep 
Score: -26250756.000000 Penalty: 6086.131836
	Iteration 48Q: 3 clusters Score -2.625076e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78761 members 
Mstep: Class 2 contains 134533 members 
Entering Unmasked Estep 
Score: -26250836.000000 Penalty: 6086.131836
	Iteration 49Q: 3 clusters Score -2.625084e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77802 members 
Mstep: Class 2 contains 135492 members 
Entering Unmasked Estep 
Score: -26250880.000000 Penalty: 6086.131836
	Iteration 50Q: 3 clusters Score -2.625088e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76890 members 
Mstep: Class 2 contains 136404 members 
Entering Unmasked Estep 
Score: -26250760.000000 Penalty: 6086.131836
	Iteration 51Q: 3 clusters Score -2.625076e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76011 members 
Mstep: Class 2 contains 137283 members 
Entering Unmasked Estep 
Score: -26250888.000000 Penalty: 6086.131836
	Iteration 52Q: 3 clusters Score -2.625089e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75105 members 
Mstep: Class 2 contains 138189 members 
Entering Unmasked Estep 
Score: -26250944.000000 Penalty: 6086.131836
	Iteration 53Q: 3 clusters Score -2.625094e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74207 members 
Mstep: Class 2 contains 139087 members 
Entering Unmasked Estep 
Score: -26251042.000000 Penalty: 6086.131836
	Iteration 54Q: 3 clusters Score -2.625104e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73262 members 
Mstep: Class 2 contains 140032 members 
Entering Unmasked Estep 
Score: -26251120.000000 Penalty: 6086.131836
	Iteration 55Q: 3 clusters Score -2.625112e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 140988 members 
Entering Unmasked Estep 
Score: -26251166.000000 Penalty: 6086.131836
	Iteration 56Q: 3 clusters Score -2.625117e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71275 members 
Mstep: Class 2 contains 142019 members 
Entering Unmasked Estep 
Score: -26251232.000000 Penalty: 6086.131836
	Iteration 57Q: 3 clusters Score -2.625123e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70220 members 
Mstep: Class 2 contains 143074 members 
Entering Unmasked Estep 
Score: -26251352.000000 Penalty: 6086.131836
	Iteration 58Q: 3 clusters Score -2.625135e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69175 members 
Mstep: Class 2 contains 144119 members 
Entering Unmasked Estep 
Score: -26251456.000000 Penalty: 6086.131836
	Iteration 59Q: 3 clusters Score -2.625146e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68109 members 
Mstep: Class 2 contains 145185 members 
Entering Unmasked Estep 
Score: -26251576.000000 Penalty: 6086.131836
	Iteration 60F: 3 clusters Score -2.625158e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 146277 members 
Entering Unmasked Estep 
Score: -26251690.000000 Penalty: 6086.131836
	Iteration 61Q: 3 clusters Score -2.625169e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65988 members 
Mstep: Class 2 contains 147306 members 
Entering Unmasked Estep 
Score: -26251788.000000 Penalty: 6086.131836
	Iteration 62Q: 3 clusters Score -2.625179e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 148314 members 
Entering Unmasked Estep 
Score: -26251754.000000 Penalty: 6086.131836
	Iteration 63Q: 3 clusters Score -2.625175e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64014 members 
Mstep: Class 2 contains 149280 members 
Entering Unmasked Estep 
Score: -26251830.000000 Penalty: 6086.131836
	Iteration 64Q: 3 clusters Score -2.625183e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63052 members 
Mstep: Class 2 contains 150242 members 
Entering Unmasked Estep 
Score: -26251840.000000 Penalty: 6086.131836
	Iteration 65Q: 3 clusters Score -2.625184e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62057 members 
Mstep: Class 2 contains 151237 members 
Entering Unmasked Estep 
Score: -26251836.000000 Penalty: 6086.131836
	Iteration 66Q: 3 clusters Score -2.625184e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61064 members 
Mstep: Class 2 contains 152230 members 
Entering Unmasked Estep 
Score: -26251870.000000 Penalty: 6086.131836
	Iteration 67Q: 3 clusters Score -2.625187e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60027 members 
Mstep: Class 2 contains 153267 members 
Entering Unmasked Estep 
Score: -26251916.000000 Penalty: 6086.131836
	Iteration 68Q: 3 clusters Score -2.625192e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 154320 members 
Entering Unmasked Estep 
Score: -26252058.000000 Penalty: 6086.131836
	Iteration 69Q: 3 clusters Score -2.625206e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 155353 members 
Entering Unmasked Estep 
Score: -26252154.000000 Penalty: 6086.131836
	Iteration 70Q: 3 clusters Score -2.625215e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56914 members 
Mstep: Class 2 contains 156380 members 
Entering Unmasked Estep 
Score: -26252234.000000 Penalty: 6086.131836
	Iteration 71Q: 3 clusters Score -2.625223e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 157446 members 
Entering Unmasked Estep 
Score: -26252378.000000 Penalty: 6086.131836
	Iteration 72Q: 3 clusters Score -2.625238e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 158515 members 
Entering Unmasked Estep 
Score: -26252450.000000 Penalty: 6086.131836
	Iteration 73Q: 3 clusters Score -2.625245e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53710 members 
Mstep: Class 2 contains 159584 members 
Entering Unmasked Estep 
Score: -26252594.000000 Penalty: 6086.131836
	Iteration 74Q: 3 clusters Score -2.625259e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 160631 members 
Entering Unmasked Estep 
Score: -26252724.000000 Penalty: 6086.131836
	Iteration 75Q: 3 clusters Score -2.625272e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51707 members 
Mstep: Class 2 contains 161587 members 
Entering Unmasked Estep 
Score: -26252860.000000 Penalty: 6086.131836
	Iteration 76Q: 3 clusters Score -2.625286e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 162572 members 
Entering Unmasked Estep 
Score: -26252876.000000 Penalty: 6086.131836
	Iteration 77Q: 3 clusters Score -2.625288e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 163573 members 
Entering Unmasked Estep 
Score: -26252942.000000 Penalty: 6086.131836
	Iteration 78Q: 3 clusters Score -2.625294e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 164612 members 
Entering Unmasked Estep 
Score: -26253028.000000 Penalty: 6086.131836
	Iteration 79Q: 3 clusters Score -2.625303e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 165670 members 
Entering Unmasked Estep 
Score: -26253134.000000 Penalty: 6086.131836
	Iteration 80F: 3 clusters Score -2.625313e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 166720 members 
Entering Unmasked Estep 
Score: -26253242.000000 Penalty: 6086.131836
	Iteration 81Q: 3 clusters Score -2.625324e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 167733 members 
Entering Unmasked Estep 
Score: -26253346.000000 Penalty: 6086.131836
	Iteration 82Q: 3 clusters Score -2.625335e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 168725 members 
Entering Unmasked Estep 
Score: -26253356.000000 Penalty: 6086.131836
	Iteration 83Q: 3 clusters Score -2.625336e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 169674 members 
Entering Unmasked Estep 
Score: -26253518.000000 Penalty: 6086.131836
	Iteration 84Q: 3 clusters Score -2.625352e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 170683 members 
Entering Unmasked Estep 
Score: -26253646.000000 Penalty: 6086.131836
	Iteration 85Q: 3 clusters Score -2.625365e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 171689 members 
Entering Unmasked Estep 
Score: -26253692.000000 Penalty: 6086.131836
	Iteration 86Q: 3 clusters Score -2.625369e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 172665 members 
Entering Unmasked Estep 
Score: -26253872.000000 Penalty: 6086.131836
	Iteration 87Q: 3 clusters Score -2.625387e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 173631 members 
Entering Unmasked Estep 
Score: -26253974.000000 Penalty: 6086.131836
	Iteration 88Q: 3 clusters Score -2.625397e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 174582 members 
Entering Unmasked Estep 
Score: -26254032.000000 Penalty: 6086.131836
	Iteration 89Q: 3 clusters Score -2.625403e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 175463 members 
Entering Unmasked Estep 
Score: -26254184.000000 Penalty: 6086.131836
	Iteration 90Q: 3 clusters Score -2.625418e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 176293 members 
Entering Unmasked Estep 
Score: -26254306.000000 Penalty: 6086.131836
	Iteration 91Q: 3 clusters Score -2.625431e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 177103 members 
Entering Unmasked Estep 
Score: -26254440.000000 Penalty: 6086.131836
	Iteration 92Q: 3 clusters Score -2.625444e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 177883 members 
Entering Unmasked Estep 
Score: -26254468.000000 Penalty: 6086.131836
	Iteration 93Q: 3 clusters Score -2.625447e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 178600 members 
Entering Unmasked Estep 
Score: -26254536.000000 Penalty: 6086.131836
	Iteration 94Q: 3 clusters Score -2.625454e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 179331 members 
Entering Unmasked Estep 
Score: -26254602.000000 Penalty: 6086.131836
	Iteration 95Q: 3 clusters Score -2.62546e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 180059 members 
Entering Unmasked Estep 
Score: -26254618.000000 Penalty: 6086.131836
	Iteration 96Q: 3 clusters Score -2.625462e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 180763 members 
Entering Unmasked Estep 
Score: -26254660.000000 Penalty: 6086.131836
	Iteration 97Q: 3 clusters Score -2.625466e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 181396 members 
Entering Unmasked Estep 
Score: -26254728.000000 Penalty: 6086.131836
	Iteration 98Q: 3 clusters Score -2.625473e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 182021 members 
Entering Unmasked Estep 
Score: -26254848.000000 Penalty: 6086.131836
	Iteration 99Q: 3 clusters Score -2.625485e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 182593 members 
Entering Unmasked Estep 
Score: -26254914.000000 Penalty: 6086.131836
	Iteration 100F: 3 clusters Score -2.625491e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 183170 members 
Entering Unmasked Estep 
Score: -26254902.000000 Penalty: 6086.131836
	Iteration 101Q: 3 clusters Score -2.62549e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 183778 members 
Entering Unmasked Estep 
Score: -26254984.000000 Penalty: 6086.131836
	Iteration 102Q: 3 clusters Score -2.625498e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 184339 members 
Entering Unmasked Estep 
Score: -26254952.000000 Penalty: 6086.131836
	Iteration 103Q: 3 clusters Score -2.625495e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 184880 members 
Entering Unmasked Estep 
Score: -26254966.000000 Penalty: 6086.131836
	Iteration 104Q: 3 clusters Score -2.625497e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 185393 members 
Entering Unmasked Estep 
Score: -26254950.000000 Penalty: 6086.131836
	Iteration 105Q: 3 clusters Score -2.625495e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 185904 members 
Entering Unmasked Estep 
Score: -26255002.000000 Penalty: 6086.131836
	Iteration 106Q: 3 clusters Score -2.6255e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 186428 members 
Entering Unmasked Estep 
Score: -26255046.000000 Penalty: 6086.131836
	Iteration 107Q: 3 clusters Score -2.625505e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 186910 members 
Entering Unmasked Estep 
Score: -26255008.000000 Penalty: 6086.131836
	Iteration 108Q: 3 clusters Score -2.625501e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 187380 members 
Entering Unmasked Estep 
Score: -26255060.000000 Penalty: 6086.131836
	Iteration 109Q: 3 clusters Score -2.625506e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 187851 members 
Entering Unmasked Estep 
Score: -26255080.000000 Penalty: 6086.131836
	Iteration 110Q: 3 clusters Score -2.625508e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 188291 members 
Entering Unmasked Estep 
Score: -26255132.000000 Penalty: 6086.131836
	Iteration 111Q: 3 clusters Score -2.625513e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 188701 members 
Entering Unmasked Estep 
Score: -26255104.000000 Penalty: 6086.131836
	Iteration 112Q: 3 clusters Score -2.62551e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 189146 members 
Entering Unmasked Estep 
Score: -26255146.000000 Penalty: 6086.131836
	Iteration 113Q: 3 clusters Score -2.625515e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 189571 members 
Entering Unmasked Estep 
Score: -26255196.000000 Penalty: 6086.131836
	Iteration 114Q: 3 clusters Score -2.62552e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 190000 members 
Entering Unmasked Estep 
Score: -26255228.000000 Penalty: 6086.131836
	Iteration 115Q: 3 clusters Score -2.625523e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 190407 members 
Entering Unmasked Estep 
Score: -26255188.000000 Penalty: 6086.131836
	Iteration 116Q: 3 clusters Score -2.625519e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 190805 members 
Entering Unmasked Estep 
Score: -26255122.000000 Penalty: 6086.131836
	Iteration 117Q: 3 clusters Score -2.625512e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 191188 members 
Entering Unmasked Estep 
Score: -26255044.000000 Penalty: 6086.131836
	Iteration 118Q: 3 clusters Score -2.625504e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 191565 members 
Entering Unmasked Estep 
Score: -26255040.000000 Penalty: 6086.131836
	Iteration 119Q: 3 clusters Score -2.625504e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 191907 members 
Entering Unmasked Estep 
Score: -26255084.000000 Penalty: 6086.131836
	Iteration 120F: 3 clusters Score -2.625508e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 192224 members 
Entering Unmasked Estep 
Score: -26255122.000000 Penalty: 6086.131836
	Iteration 121Q: 3 clusters Score -2.625512e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 192516 members 
Entering Unmasked Estep 
Score: -26255134.000000 Penalty: 6086.131836
	Iteration 122Q: 3 clusters Score -2.625513e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 192797 members 
Entering Unmasked Estep 
Score: -26255114.000000 Penalty: 6086.131836
	Iteration 123Q: 3 clusters Score -2.625511e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 193090 members 
Entering Unmasked Estep 
Score: -26255106.000000 Penalty: 6086.131836
	Iteration 124Q: 3 clusters Score -2.625511e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 193370 members 
Entering Unmasked Estep 
Score: -26255066.000000 Penalty: 6086.131836
	Iteration 125Q: 3 clusters Score -2.625507e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 193665 members 
Entering Unmasked Estep 
Score: -26255100.000000 Penalty: 6086.131836
	Iteration 126Q: 3 clusters Score -2.62551e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 193958 members 
Entering Unmasked Estep 
Score: -26255072.000000 Penalty: 6086.131836
	Iteration 127Q: 3 clusters Score -2.625507e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 194241 members 
Entering Unmasked Estep 
Score: -26255076.000000 Penalty: 6086.131836
	Iteration 128Q: 3 clusters Score -2.625508e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 194515 members 
Entering Unmasked Estep 
Score: -26255086.000000 Penalty: 6086.131836
	Iteration 129Q: 3 clusters Score -2.625509e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 194793 members 
Entering Unmasked Estep 
Score: -26255094.000000 Penalty: 6086.131836
	Iteration 130Q: 3 clusters Score -2.625509e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 195056 members 
Entering Unmasked Estep 
Score: -26255082.000000 Penalty: 6086.131836
	Iteration 131Q: 3 clusters Score -2.625508e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 195325 members 
Entering Unmasked Estep 
Score: -26255084.000000 Penalty: 6086.131836
	Iteration 132Q: 3 clusters Score -2.625508e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 195592 members 
Entering Unmasked Estep 
Score: -26255062.000000 Penalty: 6086.131836
	Iteration 133Q: 3 clusters Score -2.625506e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 195819 members 
Entering Unmasked Estep 
Score: -26255038.000000 Penalty: 6086.131836
	Iteration 134Q: 3 clusters Score -2.625504e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 196048 members 
Entering Unmasked Estep 
Score: -26255064.000000 Penalty: 6086.131836
	Iteration 135Q: 3 clusters Score -2.625506e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 196282 members 
Entering Unmasked Estep 
Score: -26255110.000000 Penalty: 6086.131836
	Iteration 136Q: 3 clusters Score -2.625511e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 196508 members 
Entering Unmasked Estep 
Score: -26255124.000000 Penalty: 6086.131836
	Iteration 137Q: 3 clusters Score -2.625512e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 196697 members 
Entering Unmasked Estep 
Score: -26255088.000000 Penalty: 6086.131836
	Iteration 138Q: 3 clusters Score -2.625509e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 196906 members 
Entering Unmasked Estep 
Score: -26255124.000000 Penalty: 6086.131836
	Iteration 139Q: 3 clusters Score -2.625512e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 197103 members 
Entering Unmasked Estep 
Score: -26255114.000000 Penalty: 6086.131836
	Iteration 140F: 3 clusters Score -2.625511e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 197311 members 
Entering Unmasked Estep 
Score: -26255086.000000 Penalty: 6086.131836
	Iteration 141Q: 3 clusters Score -2.625509e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 197518 members 
Entering Unmasked Estep 
Score: -26255106.000000 Penalty: 6086.131836
	Iteration 142Q: 3 clusters Score -2.625511e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 197735 members 
Entering Unmasked Estep 
Score: -26255068.000000 Penalty: 6086.131836
	Iteration 143Q: 3 clusters Score -2.625507e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 197964 members 
Entering Unmasked Estep 
Score: -26255066.000000 Penalty: 6086.131836
	Iteration 144Q: 3 clusters Score -2.625507e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 198180 members 
Entering Unmasked Estep 
Score: -26255098.000000 Penalty: 6086.131836
	Iteration 145Q: 3 clusters Score -2.62551e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 198384 members 
Entering Unmasked Estep 
Score: -26255106.000000 Penalty: 6086.131836
	Iteration 146Q: 3 clusters Score -2.625511e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 198566 members 
Entering Unmasked Estep 
Score: -26255080.000000 Penalty: 6086.131836
	Iteration 147Q: 3 clusters Score -2.625508e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 198735 members 
Entering Unmasked Estep 
Score: -26255100.000000 Penalty: 6086.131836
	Iteration 148Q: 3 clusters Score -2.62551e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 198907 members 
Entering Unmasked Estep 
Score: -26255096.000000 Penalty: 6086.131836
	Iteration 149Q: 3 clusters Score -2.62551e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 199088 members 
Entering Unmasked Estep 
Score: -26255076.000000 Penalty: 6086.131836
	Iteration 150Q: 3 clusters Score -2.625508e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 199263 members 
Entering Unmasked Estep 
Score: -26255046.000000 Penalty: 6086.131836
	Iteration 151Q: 3 clusters Score -2.625505e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 199421 members 
Entering Unmasked Estep 
Score: -26255046.000000 Penalty: 6086.131836
	Iteration 152Q: 3 clusters Score -2.625505e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 199568 members 
Entering Unmasked Estep 
Score: -26255066.000000 Penalty: 6086.131836
	Iteration 153Q: 3 clusters Score -2.625507e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 199702 members 
Entering Unmasked Estep 
Score: -26255102.000000 Penalty: 6086.131836
	Iteration 154Q: 3 clusters Score -2.62551e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 199817 members 
Entering Unmasked Estep 
Score: -26255094.000000 Penalty: 6086.131836
	Iteration 155Q: 3 clusters Score -2.625509e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 199925 members 
Entering Unmasked Estep 
Score: -26255122.000000 Penalty: 6086.131836
	Iteration 156Q: 3 clusters Score -2.625512e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 200031 members 
Entering Unmasked Estep 
Score: -26255112.000000 Penalty: 6086.131836
	Iteration 157Q: 3 clusters Score -2.625511e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 200139 members 
Entering Unmasked Estep 
Score: -26255092.000000 Penalty: 6086.131836
	Iteration 158Q: 3 clusters Score -2.625509e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 200238 members 
Entering Unmasked Estep 
Score: -26255058.000000 Penalty: 6086.131836
	Iteration 159Q: 3 clusters Score -2.625506e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 200337 members 
Entering Unmasked Estep 
Score: -26255122.000000 Penalty: 6086.131836
	Iteration 160F: 3 clusters Score -2.625512e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 200425 members 
Entering Unmasked Estep 
Score: -26255100.000000 Penalty: 6086.131836
	Iteration 161Q: 3 clusters Score -2.62551e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 200516 members 
Entering Unmasked Estep 
Score: -26255156.000000 Penalty: 6086.131836
	Iteration 162Q: 3 clusters Score -2.625516e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 200622 members 
Entering Unmasked Estep 
Score: -26255146.000000 Penalty: 6086.131836
	Iteration 163Q: 3 clusters Score -2.625515e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 200737 members 
Entering Unmasked Estep 
Score: -26255190.000000 Penalty: 6086.131836
	Iteration 164Q: 3 clusters Score -2.625519e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 200843 members 
Entering Unmasked Estep 
Score: -26255218.000000 Penalty: 6086.131836
	Iteration 165Q: 3 clusters Score -2.625522e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 200950 members 
Entering Unmasked Estep 
Score: -26255196.000000 Penalty: 6086.131836
	Iteration 166Q: 3 clusters Score -2.62552e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 201058 members 
Entering Unmasked Estep 
Score: -26255184.000000 Penalty: 6086.131836
	Iteration 167Q: 3 clusters Score -2.625518e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 201156 members 
Entering Unmasked Estep 
Score: -26255192.000000 Penalty: 6086.131836
	Iteration 168Q: 3 clusters Score -2.625519e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 201243 members 
Entering Unmasked Estep 
Score: -26255142.000000 Penalty: 6086.131836
	Iteration 169Q: 3 clusters Score -2.625514e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 201324 members 
Entering Unmasked Estep 
Score: -26255126.000000 Penalty: 6086.131836
	Iteration 170Q: 3 clusters Score -2.625513e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 201412 members 
Entering Unmasked Estep 
Score: -26255156.000000 Penalty: 6086.131836
	Iteration 171Q: 3 clusters Score -2.625516e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 201492 members 
Entering Unmasked Estep 
Score: -26255132.000000 Penalty: 6086.131836
	Iteration 172Q: 3 clusters Score -2.625513e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 201572 members 
Entering Unmasked Estep 
Score: -26255154.000000 Penalty: 6086.131836
	Iteration 173Q: 3 clusters Score -2.625515e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 201651 members 
Entering Unmasked Estep 
Score: -26255198.000000 Penalty: 6086.131836
	Iteration 174Q: 3 clusters Score -2.62552e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 201734 members 
Entering Unmasked Estep 
Score: -26255214.000000 Penalty: 6086.131836
	Iteration 175Q: 3 clusters Score -2.625521e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 201812 members 
Entering Unmasked Estep 
Score: -26255214.000000 Penalty: 6086.131836
	Iteration 176Q: 3 clusters Score -2.625521e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 201877 members 
Entering Unmasked Estep 
Score: -26255192.000000 Penalty: 6086.131836
	Iteration 177Q: 3 clusters Score -2.625519e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 201949 members 
Entering Unmasked Estep 
Score: -26255174.000000 Penalty: 6086.131836
	Iteration 178Q: 3 clusters Score -2.625517e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 202025 members 
Entering Unmasked Estep 
Score: -26255212.000000 Penalty: 6086.131836
	Iteration 179Q: 3 clusters Score -2.625521e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 202105 members 
Entering Unmasked Estep 
Score: -26255198.000000 Penalty: 6086.131836
	Iteration 180F: 3 clusters Score -2.62552e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 202180 members 
Entering Unmasked Estep 
Score: -26255186.000000 Penalty: 6086.131836
	Iteration 181Q: 3 clusters Score -2.625519e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 202259 members 
Entering Unmasked Estep 
Score: -26255190.000000 Penalty: 6086.131836
	Iteration 182Q: 3 clusters Score -2.625519e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 202350 members 
Entering Unmasked Estep 
Score: -26255178.000000 Penalty: 6086.131836
	Iteration 183Q: 3 clusters Score -2.625518e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 202454 members 
Entering Unmasked Estep 
Score: -26255132.000000 Penalty: 6086.131836
	Iteration 184Q: 3 clusters Score -2.625513e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 202576 members 
Entering Unmasked Estep 
Score: -26255134.000000 Penalty: 6086.131836
	Iteration 185Q: 3 clusters Score -2.625513e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 202706 members 
Entering Unmasked Estep 
Score: -26255160.000000 Penalty: 6086.131836
	Iteration 186Q: 3 clusters Score -2.625516e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 202816 members 
Entering Unmasked Estep 
Score: -26255156.000000 Penalty: 6086.131836
	Iteration 187Q: 3 clusters Score -2.625516e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 202935 members 
Entering Unmasked Estep 
Score: -26255190.000000 Penalty: 6086.131836
	Iteration 188Q: 3 clusters Score -2.625519e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 203052 members 
Entering Unmasked Estep 
Score: -26255238.000000 Penalty: 6086.131836
	Iteration 189Q: 3 clusters Score -2.625524e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 203171 members 
Entering Unmasked Estep 
Score: -26255318.000000 Penalty: 6086.131836
	Iteration 190Q: 3 clusters Score -2.625532e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 203306 members 
Entering Unmasked Estep 
Score: -26255308.000000 Penalty: 6086.131836
	Iteration 191Q: 3 clusters Score -2.625531e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 203463 members 
Entering Unmasked Estep 
Score: -26255356.000000 Penalty: 6086.131836
	Iteration 192Q: 3 clusters Score -2.625536e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 203612 members 
Entering Unmasked Estep 
Score: -26255370.000000 Penalty: 6086.131836
	Iteration 193Q: 3 clusters Score -2.625537e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 203759 members 
Entering Unmasked Estep 
Score: -26255376.000000 Penalty: 6086.131836
	Iteration 194Q: 3 clusters Score -2.625538e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 203908 members 
Entering Unmasked Estep 
Score: -26255336.000000 Penalty: 6086.131836
	Iteration 195Q: 3 clusters Score -2.625534e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 204035 members 
Entering Unmasked Estep 
Score: -26255344.000000 Penalty: 6086.131836
	Iteration 196Q: 3 clusters Score -2.625534e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 204148 members 
Entering Unmasked Estep 
Score: -26255328.000000 Penalty: 6086.131836
	Iteration 197Q: 3 clusters Score -2.625533e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 204277 members 
Entering Unmasked Estep 
Score: -26255412.000000 Penalty: 6086.131836
	Iteration 198Q: 3 clusters Score -2.625541e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 204406 members 
Entering Unmasked Estep 
Score: -26255426.000000 Penalty: 6086.131836
	Iteration 199Q: 3 clusters Score -2.625543e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 204522 members 
Entering Unmasked Estep 
Score: -26255436.000000 Penalty: 6086.131836
	Iteration 200F: 3 clusters Score -2.625544e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 204638 members 
Entering Unmasked Estep 
Score: -26255400.000000 Penalty: 6086.131836
	Iteration 201Q: 3 clusters Score -2.62554e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 204748 members 
Entering Unmasked Estep 
Score: -26255398.000000 Penalty: 6086.131836
	Iteration 202Q: 3 clusters Score -2.62554e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 204842 members 
Entering Unmasked Estep 
Score: -26255410.000000 Penalty: 6086.131836
	Iteration 203Q: 3 clusters Score -2.625541e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 204909 members 
Entering Unmasked Estep 
Score: -26255414.000000 Penalty: 6086.131836
	Iteration 204Q: 3 clusters Score -2.625541e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 204992 members 
Entering Unmasked Estep 
Score: -26255418.000000 Penalty: 6086.131836
	Iteration 205Q: 3 clusters Score -2.625542e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 205093 members 
Entering Unmasked Estep 
Score: -26255432.000000 Penalty: 6086.131836
	Iteration 206Q: 3 clusters Score -2.625543e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 205192 members 
Entering Unmasked Estep 
Score: -26255406.000000 Penalty: 6086.131836
	Iteration 207Q: 3 clusters Score -2.625541e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 205276 members 
Entering Unmasked Estep 
Score: -26255374.000000 Penalty: 6086.131836
	Iteration 208Q: 3 clusters Score -2.625537e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 205360 members 
Entering Unmasked Estep 
Score: -26255392.000000 Penalty: 6086.131836
	Iteration 209Q: 3 clusters Score -2.625539e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 205443 members 
Entering Unmasked Estep 
Score: -26255400.000000 Penalty: 6086.131836
	Iteration 210Q: 3 clusters Score -2.62554e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 205525 members 
Entering Unmasked Estep 
Score: -26255418.000000 Penalty: 6086.131836
	Iteration 211Q: 3 clusters Score -2.625542e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 205593 members 
Entering Unmasked Estep 
Score: -26255416.000000 Penalty: 6086.131836
	Iteration 212Q: 3 clusters Score -2.625542e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 205667 members 
Entering Unmasked Estep 
Score: -26255382.000000 Penalty: 6086.131836
	Iteration 213Q: 3 clusters Score -2.625538e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 205737 members 
Entering Unmasked Estep 
Score: -26255352.000000 Penalty: 6086.131836
	Iteration 214Q: 3 clusters Score -2.625535e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 205811 members 
Entering Unmasked Estep 
Score: -26255384.000000 Penalty: 6086.131836
	Iteration 215Q: 3 clusters Score -2.625538e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 205886 members 
Entering Unmasked Estep 
Score: -26255418.000000 Penalty: 6086.131836
	Iteration 216Q: 3 clusters Score -2.625542e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 205955 members 
Entering Unmasked Estep 
Score: -26255426.000000 Penalty: 6086.131836
	Iteration 217Q: 3 clusters Score -2.625543e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 206032 members 
Entering Unmasked Estep 
Score: -26255430.000000 Penalty: 6086.131836
	Iteration 218Q: 3 clusters Score -2.625543e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 206121 members 
Entering Unmasked Estep 
Score: -26255478.000000 Penalty: 6086.131836
	Iteration 219Q: 3 clusters Score -2.625548e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 206239 members 
Entering Unmasked Estep 
Score: -26255460.000000 Penalty: 6086.131836
	Iteration 220F: 3 clusters Score -2.625546e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 206359 members 
Entering Unmasked Estep 
Score: -26255510.000000 Penalty: 6086.131836
	Iteration 221Q: 3 clusters Score -2.625551e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 206490 members 
Entering Unmasked Estep 
Score: -26255512.000000 Penalty: 6086.131836
	Iteration 222Q: 3 clusters Score -2.625551e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 206623 members 
Entering Unmasked Estep 
Score: -26255490.000000 Penalty: 6086.131836
	Iteration 223Q: 3 clusters Score -2.625549e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 206732 members 
Entering Unmasked Estep 
Score: -26255502.000000 Penalty: 6086.131836
	Iteration 224Q: 3 clusters Score -2.62555e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 206825 members 
Entering Unmasked Estep 
Score: -26255544.000000 Penalty: 6086.131836
	Iteration 225Q: 3 clusters Score -2.625554e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 206927 members 
Entering Unmasked Estep 
Score: -26255500.000000 Penalty: 6086.131836
	Iteration 226Q: 3 clusters Score -2.62555e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 207039 members 
Entering Unmasked Estep 
Score: -26255492.000000 Penalty: 6086.131836
	Iteration 227Q: 3 clusters Score -2.625549e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 207149 members 
Entering Unmasked Estep 
Score: -26255512.000000 Penalty: 6086.131836
	Iteration 228Q: 3 clusters Score -2.625551e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 207245 members 
Entering Unmasked Estep 
Score: -26255520.000000 Penalty: 6086.131836
	Iteration 229Q: 3 clusters Score -2.625552e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 207356 members 
Entering Unmasked Estep 
Score: -26255518.000000 Penalty: 6086.131836
	Iteration 230Q: 3 clusters Score -2.625552e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 207468 members 
Entering Unmasked Estep 
Score: -26255518.000000 Penalty: 6086.131836
	Iteration 231Q: 3 clusters Score -2.625552e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 207579 members 
Entering Unmasked Estep 
Score: -26255564.000000 Penalty: 6086.131836
	Iteration 232Q: 3 clusters Score -2.625556e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 207669 members 
Entering Unmasked Estep 
Score: -26255546.000000 Penalty: 6086.131836
	Iteration 233Q: 3 clusters Score -2.625555e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 207763 members 
Entering Unmasked Estep 
Score: -26255554.000000 Penalty: 6086.131836
	Iteration 234Q: 3 clusters Score -2.625555e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 207858 members 
Entering Unmasked Estep 
Score: -26255506.000000 Penalty: 6086.131836
	Iteration 235Q: 3 clusters Score -2.625551e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 207959 members 
Entering Unmasked Estep 
Score: -26255494.000000 Penalty: 6086.131836
	Iteration 236Q: 3 clusters Score -2.625549e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 208069 members 
Entering Unmasked Estep 
Score: -26255516.000000 Penalty: 6086.131836
	Iteration 237Q: 3 clusters Score -2.625552e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 208161 members 
Entering Unmasked Estep 
Score: -26255526.000000 Penalty: 6086.131836
	Iteration 238Q: 3 clusters Score -2.625553e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 208271 members 
Entering Unmasked Estep 
Score: -26255488.000000 Penalty: 6086.131836
	Iteration 239Q: 3 clusters Score -2.625549e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 208366 members 
Entering Unmasked Estep 
Score: -26255460.000000 Penalty: 6086.131836
	Iteration 240F: 3 clusters Score -2.625546e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 208466 members 
Entering Unmasked Estep 
Score: -26255478.000000 Penalty: 6086.131836
	Iteration 241Q: 3 clusters Score -2.625548e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 208557 members 
Entering Unmasked Estep 
Score: -26255500.000000 Penalty: 6086.131836
	Iteration 242Q: 3 clusters Score -2.62555e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 208663 members 
Entering Unmasked Estep 
Score: -26255480.000000 Penalty: 6086.131836
	Iteration 243Q: 3 clusters Score -2.625548e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 208746 members 
Entering Unmasked Estep 
Score: -26255500.000000 Penalty: 6086.131836
	Iteration 244Q: 3 clusters Score -2.62555e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 208840 members 
Entering Unmasked Estep 
Score: -26255516.000000 Penalty: 6086.131836
	Iteration 245Q: 3 clusters Score -2.625552e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 208926 members 
Entering Unmasked Estep 
Score: -26255526.000000 Penalty: 6086.131836
	Iteration 246Q: 3 clusters Score -2.625553e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 209021 members 
Entering Unmasked Estep 
Score: -26255526.000000 Penalty: 6086.131836
	Iteration 247Q: 3 clusters Score -2.625553e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 209123 members 
Entering Unmasked Estep 
Score: -26255554.000000 Penalty: 6086.131836
	Iteration 248Q: 3 clusters Score -2.625555e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 209223 members 
Entering Unmasked Estep 
Score: -26255554.000000 Penalty: 6086.131836
	Iteration 249Q: 3 clusters Score -2.625555e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 209336 members 
Entering Unmasked Estep 
Score: -26255598.000000 Penalty: 6086.131836
	Iteration 250Q: 3 clusters Score -2.62556e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 209432 members 
Entering Unmasked Estep 
Score: -26255610.000000 Penalty: 6086.131836
	Iteration 251Q: 3 clusters Score -2.625561e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 209538 members 
Entering Unmasked Estep 
Score: -26255616.000000 Penalty: 6086.131836
	Iteration 252Q: 3 clusters Score -2.625562e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 209649 members 
Entering Unmasked Estep 
Score: -26255616.000000 Penalty: 6086.131836
	Iteration 253Q: 3 clusters Score -2.625562e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 209760 members 
Entering Unmasked Estep 
Score: -26255630.000000 Penalty: 6086.131836
	Iteration 254Q: 3 clusters Score -2.625563e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 209882 members 
Entering Unmasked Estep 
Score: -26255650.000000 Penalty: 6086.131836
	Iteration 255Q: 3 clusters Score -2.625565e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 209993 members 
Entering Unmasked Estep 
Score: -26255684.000000 Penalty: 6086.131836
	Iteration 256Q: 3 clusters Score -2.625568e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 210087 members 
Entering Unmasked Estep 
Score: -26255668.000000 Penalty: 6086.131836
	Iteration 257Q: 3 clusters Score -2.625567e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 210170 members 
Entering Unmasked Estep 
Score: -26255706.000000 Penalty: 6086.131836
	Iteration 258Q: 3 clusters Score -2.625571e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 210263 members 
Entering Unmasked Estep 
Score: -26255728.000000 Penalty: 6086.131836
	Iteration 259Q: 3 clusters Score -2.625573e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 210344 members 
Entering Unmasked Estep 
Score: -26255718.000000 Penalty: 6086.131836
	Iteration 260F: 3 clusters Score -2.625572e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 210414 members 
Entering Unmasked Estep 
Score: -26255726.000000 Penalty: 6086.131836
	Iteration 261Q: 3 clusters Score -2.625573e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 210483 members 
Entering Unmasked Estep 
Score: -26255742.000000 Penalty: 6086.131836
	Iteration 262Q: 3 clusters Score -2.625574e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 210550 members 
Entering Unmasked Estep 
Score: -26255756.000000 Penalty: 6086.131836
	Iteration 263Q: 3 clusters Score -2.625576e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 210617 members 
Entering Unmasked Estep 
Score: -26255770.000000 Penalty: 6086.131836
	Iteration 264Q: 3 clusters Score -2.625577e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 210677 members 
Entering Unmasked Estep 
Score: -26255808.000000 Penalty: 6086.131836
	Iteration 265Q: 3 clusters Score -2.625581e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 210737 members 
Entering Unmasked Estep 
Score: -26255804.000000 Penalty: 6086.131836
	Iteration 266Q: 3 clusters Score -2.62558e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 210805 members 
Entering Unmasked Estep 
Score: -26255790.000000 Penalty: 6086.131836
	Iteration 267Q: 3 clusters Score -2.625579e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 210869 members 
Entering Unmasked Estep 
Score: -26255840.000000 Penalty: 6086.131836
	Iteration 268Q: 3 clusters Score -2.625584e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 210927 members 
Entering Unmasked Estep 
Score: -26255842.000000 Penalty: 6086.131836
	Iteration 269Q: 3 clusters Score -2.625584e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 210989 members 
Entering Unmasked Estep 
Score: -26255848.000000 Penalty: 6086.131836
	Iteration 270Q: 3 clusters Score -2.625585e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 211047 members 
Entering Unmasked Estep 
Score: -26255850.000000 Penalty: 6086.131836
	Iteration 271Q: 3 clusters Score -2.625585e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 211111 members 
Entering Unmasked Estep 
Score: -26255846.000000 Penalty: 6086.131836
	Iteration 272Q: 3 clusters Score -2.625585e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 211172 members 
Entering Unmasked Estep 
Score: -26255882.000000 Penalty: 6086.131836
	Iteration 273Q: 3 clusters Score -2.625588e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 211230 members 
Entering Unmasked Estep 
Score: -26255892.000000 Penalty: 6086.131836
	Iteration 274Q: 3 clusters Score -2.625589e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 211268 members 
Entering Unmasked Estep 
Score: -26255896.000000 Penalty: 6086.131836
	Iteration 275Q: 3 clusters Score -2.62559e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 211309 members 
Entering Unmasked Estep 
Score: -26255896.000000 Penalty: 6086.131836
	Iteration 276Q: 3 clusters Score -2.62559e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 211361 members 
Entering Unmasked Estep 
Score: -26255880.000000 Penalty: 6086.131836
	Iteration 277Q: 3 clusters Score -2.625588e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 211415 members 
Entering Unmasked Estep 
Score: -26255878.000000 Penalty: 6086.131836
	Iteration 278Q: 3 clusters Score -2.625588e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 211456 members 
Entering Unmasked Estep 
Score: -26255888.000000 Penalty: 6086.131836
	Iteration 279Q: 3 clusters Score -2.625589e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 211490 members 
Entering Unmasked Estep 
Score: -26255868.000000 Penalty: 6086.131836
	Iteration 280F: 3 clusters Score -2.625587e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 211522 members 
Entering Unmasked Estep 
Score: -26255860.000000 Penalty: 6086.131836
	Iteration 281Q: 3 clusters Score -2.625586e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 211564 members 
Entering Unmasked Estep 
Score: -26255824.000000 Penalty: 6086.131836
	Iteration 282Q: 3 clusters Score -2.625582e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 211606 members 
Entering Unmasked Estep 
Score: -26255822.000000 Penalty: 6086.131836
	Iteration 283Q: 3 clusters Score -2.625582e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 211646 members 
Entering Unmasked Estep 
Score: -26255838.000000 Penalty: 6086.131836
	Iteration 284Q: 3 clusters Score -2.625584e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 211680 members 
Entering Unmasked Estep 
Score: -26255840.000000 Penalty: 6086.131836
	Iteration 285Q: 3 clusters Score -2.625584e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 211708 members 
Entering Unmasked Estep 
Score: -26255838.000000 Penalty: 6086.131836
	Iteration 286Q: 3 clusters Score -2.625584e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 211733 members 
Entering Unmasked Estep 
Score: -26255856.000000 Penalty: 6086.131836
	Iteration 287Q: 3 clusters Score -2.625586e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 211748 members 
Entering Unmasked Estep 
Score: -26255866.000000 Penalty: 6086.131836
	Iteration 288Q: 3 clusters Score -2.625587e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 211766 members 
Entering Unmasked Estep 
Score: -26255880.000000 Penalty: 6086.131836
	Iteration 289Q: 3 clusters Score -2.625588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 211779 members 
Entering Unmasked Estep 
Score: -26255852.000000 Penalty: 6086.131836
	Iteration 290Q: 3 clusters Score -2.625585e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 211794 members 
Entering Unmasked Estep 
Score: -26255888.000000 Penalty: 6086.131836
	Iteration 291Q: 3 clusters Score -2.625589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 211810 members 
Entering Unmasked Estep 
Score: -26255888.000000 Penalty: 6086.131836
	Iteration 292Q: 3 clusters Score -2.625589e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 211827 members 
Entering Unmasked Estep 
Score: -26255902.000000 Penalty: 6086.131836
	Iteration 293Q: 3 clusters Score -2.62559e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 211846 members 
Entering Unmasked Estep 
Score: -26255894.000000 Penalty: 6086.131836
	Iteration 294Q: 3 clusters Score -2.625589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 211862 members 
Entering Unmasked Estep 
Score: -26255904.000000 Penalty: 6086.131836
	Iteration 295Q: 3 clusters Score -2.62559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 211876 members 
Entering Unmasked Estep 
Score: -26255892.000000 Penalty: 6086.131836
	Iteration 296Q: 3 clusters Score -2.625589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 211892 members 
Entering Unmasked Estep 
Score: -26255912.000000 Penalty: 6086.131836
	Iteration 297Q: 3 clusters Score -2.625591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 211904 members 
Entering Unmasked Estep 
Score: -26255934.000000 Penalty: 6086.131836
	Iteration 298Q: 3 clusters Score -2.625593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 211915 members 
Entering Unmasked Estep 
Score: -26255924.000000 Penalty: 6086.131836
	Iteration 299Q: 3 clusters Score -2.625592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 211926 members 
Entering Unmasked Estep 
Score: -26255906.000000 Penalty: 6086.131836
	Iteration 300F: 3 clusters Score -2.625591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 211933 members 
Entering Unmasked Estep 
Score: -26255924.000000 Penalty: 6086.131836
	Iteration 301Q: 3 clusters Score -2.625592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 211937 members 
Entering Unmasked Estep 
Score: -26255916.000000 Penalty: 6086.131836
	Iteration 302Q: 3 clusters Score -2.625592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 211941 members 
Entering Unmasked Estep 
Score: -26255932.000000 Penalty: 6086.131836
	Iteration 303Q: 3 clusters Score -2.625593e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 211948 members 
Entering Unmasked Estep 
Score: -26255944.000000 Penalty: 6086.131836
	Iteration 304Q: 3 clusters Score -2.625594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 211959 members 
Entering Unmasked Estep 
Score: -26255950.000000 Penalty: 6086.131836
	Iteration 305Q: 3 clusters Score -2.625595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 211964 members 
Entering Unmasked Estep 
Score: -26255932.000000 Penalty: 6086.131836
	Iteration 306Q: 3 clusters Score -2.625593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 211970 members 
Entering Unmasked Estep 
Score: -26255942.000000 Penalty: 6086.131836
	Iteration 307Q: 3 clusters Score -2.625594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 211976 members 
Entering Unmasked Estep 
Score: -26255986.000000 Penalty: 6086.131836
	Iteration 308Q: 3 clusters Score -2.625599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 211983 members 
Entering Unmasked Estep 
Score: -26255970.000000 Penalty: 6086.131836
	Iteration 309Q: 3 clusters Score -2.625597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 211992 members 
Entering Unmasked Estep 
Score: -26255956.000000 Penalty: 6086.131836
	Iteration 310Q: 3 clusters Score -2.625596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 211993 members 
Entering Unmasked Estep 
Score: -26255972.000000 Penalty: 6086.131836
	Iteration 311Q: 3 clusters Score -2.625597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 211993 members 
Entering Unmasked Estep 
Score: -26255972.000000 Penalty: 6086.131836
	Iteration 312F: 3 clusters Score -2.625597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -174142.343750 Penalty: 1830.766846
	Iteration 0F: 2 clusters Score -174142.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -171850.000000 Penalty: 3661.533691
	Iteration 0F: 3 clusters Score -171850 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -172376.250000 Penalty: 3661.533691
	Iteration 1F: 3 clusters Score -172376.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -172718.531250 Penalty: 3661.533691
	Iteration 2F: 3 clusters Score -172718.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -172886.843750 Penalty: 3661.533691
	Iteration 3F: 3 clusters Score -172886.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -172974.796875 Penalty: 3661.533691
	Iteration 4Q: 3 clusters Score -172974.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -173026.546875 Penalty: 3661.533691
	Iteration 5Q: 3 clusters Score -173026.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -173062.718750 Penalty: 3661.533691
	Iteration 6Q: 3 clusters Score -173062.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -173086.281250 Penalty: 3661.533691
	Iteration 7Q: 3 clusters Score -173086.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -173102.921875 Penalty: 3661.533691
	Iteration 8Q: 3 clusters Score -173102.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -173114.484375 Penalty: 3661.533691
	Iteration 9Q: 3 clusters Score -173114.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -173126.640625 Penalty: 3661.533691
	Iteration 10Q: 3 clusters Score -173126.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -173140.015625 Penalty: 3661.533691
	Iteration 11Q: 3 clusters Score -173140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -173152.671875 Penalty: 3661.533691
	Iteration 12Q: 3 clusters Score -173152.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -173161.796875 Penalty: 3661.533691
	Iteration 13Q: 3 clusters Score -173161.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -173167.734375 Penalty: 3661.533691
	Iteration 14Q: 3 clusters Score -173167.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -173175.812500 Penalty: 3661.533691
	Iteration 15Q: 3 clusters Score -173175.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -173180.296875 Penalty: 3661.533691
	Iteration 16Q: 3 clusters Score -173180.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -173184.671875 Penalty: 3661.533691
	Iteration 17Q: 3 clusters Score -173184.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -173189.265625 Penalty: 3661.533691
	Iteration 18Q: 3 clusters Score -173189.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -173190.625000 Penalty: 3661.533691
	Iteration 19Q: 3 clusters Score -173190.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -173191.875000 Penalty: 3661.533691
	Iteration 20F: 3 clusters Score -173191.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -173193.328125 Penalty: 3661.533691
	Iteration 21Q: 3 clusters Score -173193.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -173193.328125 Penalty: 3661.533691
	Iteration 22F: 3 clusters Score -173193.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -92151.000000 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -92151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -90337.351562 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -90337.35 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90859.835938 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -90859.84 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -91115.140625 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -91115.14 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -91263.632812 Penalty: 3371.778320
	Iteration 3F: 3 clusters Score -91263.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -91375.390625 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -91375.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -91533.648438 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -91533.65 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -91846.875000 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -91846.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -92497.500000 Penalty: 3371.778320
	Iteration 7F: 3 clusters Score -92497.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -92631.109375 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -92631.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -92709.460938 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -92709.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -92818.445312 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -92818.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -92889.890625 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -92889.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -92934.695312 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -92934.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -92979.546875 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -92979.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -93031.992188 Penalty: 3371.778320
	Iteration 14Q: 3 clusters Score -93031.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -93064.671875 Penalty: 3371.778320
	Iteration 15Q: 3 clusters Score -93064.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -93069.757812 Penalty: 3371.778320
	Iteration 16Q: 3 clusters Score -93069.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -93069.757812 Penalty: 3371.778320
	Iteration 17F: 3 clusters Score -93069.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190845 members 
Mstep: Class 2 contains 80655 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40731 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33116 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21491 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53428 members 
Mstep: Class 20 contains 10494 members 
Mstep: Class 21 contains 19809 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53688 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244888 members 
Mstep: Class 32 contains 11243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213294 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 642 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117869 members 
Mstep: Class 40 contains 312 members 
Mstep: Class 41 contains 254 members 
Entering Unmasked Estep 
Score: -148076688.000000 Penalty: 142708.921875
Splitting cluster 37 changes total score from -148077664.000000 to -148076688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -18051.201172 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -18051.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17018.029297 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -17018.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17074.835938 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -17074.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17082.619141 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -17082.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17082.619141 Penalty: 2583.905029
	Iteration 3F: 3 clusters Score -17082.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (117869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117869 members 
Entering Unmasked Estep 
Score: -14399474.000000 Penalty: 2895.977539
	Iteration 0F: 2 clusters Score -1.439947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 58940 members 
Entering Unmasked Estep 
Score: -14320783.000000 Penalty: 5791.955078
	Iteration 0F: 3 clusters Score -1.432078e+07 nChanged 55856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58721 members 
Mstep: Class 2 contains 59148 members 
Entering Unmasked Estep 
Score: -14352433.000000 Penalty: 5791.955078
	Iteration 1F: 3 clusters Score -1.435243e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 59399 members 
Entering Unmasked Estep 
Score: -14353024.000000 Penalty: 5791.955078
	Iteration 2Q: 3 clusters Score -1.435302e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -14353743.000000 Penalty: 5791.955078
	Iteration 3Q: 3 clusters Score -1.435374e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57799 members 
Mstep: Class 2 contains 60070 members 
Entering Unmasked Estep 
Score: -14354454.000000 Penalty: 5791.955078
	Iteration 4Q: 3 clusters Score -1.435445e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57183 members 
Mstep: Class 2 contains 60686 members 
Entering Unmasked Estep 
Score: -14355349.000000 Penalty: 5791.955078
	Iteration 5Q: 3 clusters Score -1.435535e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 61696 members 
Entering Unmasked Estep 
Score: -14356564.000000 Penalty: 5791.955078
	Iteration 6Q: 3 clusters Score -1.435656e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 63283 members 
Entering Unmasked Estep 
Score: -14358397.000000 Penalty: 5791.955078
	Iteration 7Q: 3 clusters Score -1.43584e+07 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 65503 members 
Entering Unmasked Estep 
Score: -14361260.000000 Penalty: 5791.955078
	Iteration 8Q: 3 clusters Score -1.436126e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 68465 members 
Entering Unmasked Estep 
Score: -14365154.000000 Penalty: 5791.955078
	Iteration 9F: 3 clusters Score -1.436515e+07 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 71958 members 
Entering Unmasked Estep 
Score: -14370276.000000 Penalty: 5791.955078
	Iteration 10F: 3 clusters Score -1.437028e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -14375596.000000 Penalty: 5791.955078
	Iteration 11F: 3 clusters Score -1.43756e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 78252 members 
Entering Unmasked Estep 
Score: -14379510.000000 Penalty: 5791.955078
	Iteration 12F: 3 clusters Score -1.437951e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 80560 members 
Entering Unmasked Estep 
Score: -14381537.000000 Penalty: 5791.955078
	Iteration 13Q: 3 clusters Score -1.438154e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 82694 members 
Entering Unmasked Estep 
Score: -14382605.000000 Penalty: 5791.955078
	Iteration 14Q: 3 clusters Score -1.43826e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 84839 members 
Entering Unmasked Estep 
Score: -14383403.000000 Penalty: 5791.955078
	Iteration 15Q: 3 clusters Score -1.43834e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 86986 members 
Entering Unmasked Estep 
Score: -14384143.000000 Penalty: 5791.955078
	Iteration 16Q: 3 clusters Score -1.438414e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 89204 members 
Entering Unmasked Estep 
Score: -14385024.000000 Penalty: 5791.955078
	Iteration 17Q: 3 clusters Score -1.438502e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 91551 members 
Entering Unmasked Estep 
Score: -14385947.000000 Penalty: 5791.955078
	Iteration 18Q: 3 clusters Score -1.438595e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 93911 members 
Entering Unmasked Estep 
Score: -14386902.000000 Penalty: 5791.955078
	Iteration 19Q: 3 clusters Score -1.43869e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 96315 members 
Entering Unmasked Estep 
Score: -14388025.000000 Penalty: 5791.955078
	Iteration 20F: 3 clusters Score -1.438802e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 98748 members 
Entering Unmasked Estep 
Score: -14389185.000000 Penalty: 5791.955078
	Iteration 21Q: 3 clusters Score -1.438918e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 101091 members 
Entering Unmasked Estep 
Score: -14390582.000000 Penalty: 5791.955078
	Iteration 22Q: 3 clusters Score -1.439058e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 103223 members 
Entering Unmasked Estep 
Score: -14391917.000000 Penalty: 5791.955078
	Iteration 23Q: 3 clusters Score -1.439192e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 105095 members 
Entering Unmasked Estep 
Score: -14393207.000000 Penalty: 5791.955078
	Iteration 24Q: 3 clusters Score -1.439321e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 106587 members 
Entering Unmasked Estep 
Score: -14394146.000000 Penalty: 5791.955078
	Iteration 25Q: 3 clusters Score -1.439415e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 107781 members 
Entering Unmasked Estep 
Score: -14394726.000000 Penalty: 5791.955078
	Iteration 26Q: 3 clusters Score -1.439473e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -14395176.000000 Penalty: 5791.955078
	Iteration 27Q: 3 clusters Score -1.439518e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 109584 members 
Entering Unmasked Estep 
Score: -14395580.000000 Penalty: 5791.955078
	Iteration 28Q: 3 clusters Score -1.439558e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 110277 members 
Entering Unmasked Estep 
Score: -14395853.000000 Penalty: 5791.955078
	Iteration 29Q: 3 clusters Score -1.439585e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 110911 members 
Entering Unmasked Estep 
Score: -14396038.000000 Penalty: 5791.955078
	Iteration 30Q: 3 clusters Score -1.439604e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 111489 members 
Entering Unmasked Estep 
Score: -14396245.000000 Penalty: 5791.955078
	Iteration 31Q: 3 clusters Score -1.439624e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 112002 members 
Entering Unmasked Estep 
Score: -14396406.000000 Penalty: 5791.955078
	Iteration 32Q: 3 clusters Score -1.439641e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 112466 members 
Entering Unmasked Estep 
Score: -14396556.000000 Penalty: 5791.955078
	Iteration 33Q: 3 clusters Score -1.439656e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 112862 members 
Entering Unmasked Estep 
Score: -14396679.000000 Penalty: 5791.955078
	Iteration 34Q: 3 clusters Score -1.439668e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 113182 members 
Entering Unmasked Estep 
Score: -14396749.000000 Penalty: 5791.955078
	Iteration 35Q: 3 clusters Score -1.439675e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 113485 members 
Entering Unmasked Estep 
Score: -14396840.000000 Penalty: 5791.955078
	Iteration 36Q: 3 clusters Score -1.439684e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 113731 members 
Entering Unmasked Estep 
Score: -14396892.000000 Penalty: 5791.955078
	Iteration 37Q: 3 clusters Score -1.439689e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 113946 members 
Entering Unmasked Estep 
Score: -14396957.000000 Penalty: 5791.955078
	Iteration 38Q: 3 clusters Score -1.439696e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 114112 members 
Entering Unmasked Estep 
Score: -14396997.000000 Penalty: 5791.955078
	Iteration 39Q: 3 clusters Score -1.4397e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 114265 members 
Entering Unmasked Estep 
Score: -14396977.000000 Penalty: 5791.955078
	Iteration 40F: 3 clusters Score -1.439698e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 114409 members 
Entering Unmasked Estep 
Score: -14397029.000000 Penalty: 5791.955078
	Iteration 41Q: 3 clusters Score -1.439703e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 114525 members 
Entering Unmasked Estep 
Score: -14397025.000000 Penalty: 5791.955078
	Iteration 42Q: 3 clusters Score -1.439702e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 114646 members 
Entering Unmasked Estep 
Score: -14397059.000000 Penalty: 5791.955078
	Iteration 43Q: 3 clusters Score -1.439706e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 114770 members 
Entering Unmasked Estep 
Score: -14397123.000000 Penalty: 5791.955078
	Iteration 44Q: 3 clusters Score -1.439712e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 114873 members 
Entering Unmasked Estep 
Score: -14397142.000000 Penalty: 5791.955078
	Iteration 45Q: 3 clusters Score -1.439714e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 114961 members 
Entering Unmasked Estep 
Score: -14397158.000000 Penalty: 5791.955078
	Iteration 46Q: 3 clusters Score -1.439716e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 115052 members 
Entering Unmasked Estep 
Score: -14397169.000000 Penalty: 5791.955078
	Iteration 47Q: 3 clusters Score -1.439717e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 115132 members 
Entering Unmasked Estep 
Score: -14397206.000000 Penalty: 5791.955078
	Iteration 48Q: 3 clusters Score -1.439721e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 115203 members 
Entering Unmasked Estep 
Score: -14397242.000000 Penalty: 5791.955078
	Iteration 49Q: 3 clusters Score -1.439724e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 115286 members 
Entering Unmasked Estep 
Score: -14397281.000000 Penalty: 5791.955078
	Iteration 50Q: 3 clusters Score -1.439728e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 115352 members 
Entering Unmasked Estep 
Score: -14397295.000000 Penalty: 5791.955078
	Iteration 51Q: 3 clusters Score -1.43973e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 115405 members 
Entering Unmasked Estep 
Score: -14397321.000000 Penalty: 5791.955078
	Iteration 52Q: 3 clusters Score -1.439732e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 115447 members 
Entering Unmasked Estep 
Score: -14397334.000000 Penalty: 5791.955078
	Iteration 53Q: 3 clusters Score -1.439733e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 115488 members 
Entering Unmasked Estep 
Score: -14397339.000000 Penalty: 5791.955078
	Iteration 54Q: 3 clusters Score -1.439734e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 115517 members 
Entering Unmasked Estep 
Score: -14397349.000000 Penalty: 5791.955078
	Iteration 55Q: 3 clusters Score -1.439735e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 115543 members 
Entering Unmasked Estep 
Score: -14397363.000000 Penalty: 5791.955078
	Iteration 56Q: 3 clusters Score -1.439736e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 115559 members 
Entering Unmasked Estep 
Score: -14397356.000000 Penalty: 5791.955078
	Iteration 57Q: 3 clusters Score -1.439736e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 115585 members 
Entering Unmasked Estep 
Score: -14397363.000000 Penalty: 5791.955078
	Iteration 58Q: 3 clusters Score -1.439736e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 115597 members 
Entering Unmasked Estep 
Score: -14397370.000000 Penalty: 5791.955078
	Iteration 59Q: 3 clusters Score -1.439737e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 115613 members 
Entering Unmasked Estep 
Score: -14397377.000000 Penalty: 5791.955078
	Iteration 60F: 3 clusters Score -1.439738e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 115630 members 
Entering Unmasked Estep 
Score: -14397388.000000 Penalty: 5791.955078
	Iteration 61Q: 3 clusters Score -1.439739e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 115646 members 
Entering Unmasked Estep 
Score: -14397390.000000 Penalty: 5791.955078
	Iteration 62Q: 3 clusters Score -1.439739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 115654 members 
Entering Unmasked Estep 
Score: -14397386.000000 Penalty: 5791.955078
	Iteration 63Q: 3 clusters Score -1.439739e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 115662 members 
Entering Unmasked Estep 
Score: -14397392.000000 Penalty: 5791.955078
	Iteration 64Q: 3 clusters Score -1.439739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 115669 members 
Entering Unmasked Estep 
Score: -14397402.000000 Penalty: 5791.955078
	Iteration 65Q: 3 clusters Score -1.43974e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 115674 members 
Entering Unmasked Estep 
Score: -14397395.000000 Penalty: 5791.955078
	Iteration 66Q: 3 clusters Score -1.43974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 115676 members 
Entering Unmasked Estep 
Score: -14397389.000000 Penalty: 5791.955078
	Iteration 67Q: 3 clusters Score -1.439739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 115679 members 
Entering Unmasked Estep 
Score: -14397401.000000 Penalty: 5791.955078
	Iteration 68Q: 3 clusters Score -1.43974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 115678 members 
Entering Unmasked Estep 
Score: -14397396.000000 Penalty: 5791.955078
	Iteration 69Q: 3 clusters Score -1.43974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 115678 members 
Entering Unmasked Estep 
Score: -14397396.000000 Penalty: 5791.955078
	Iteration 70F: 3 clusters Score -1.43974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -34602.804688 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -34602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33316.183594 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -33316.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33396.996094 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -33397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33429.515625 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -33429.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33433.273438 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -33433.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33433.273438 Penalty: 2848.529785
	Iteration 4F: 3 clusters Score -33433.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190845 members 
Mstep: Class 2 contains 80655 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40731 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33116 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21491 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53428 members 
Mstep: Class 20 contains 10494 members 
Mstep: Class 21 contains 19809 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53688 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244888 members 
Mstep: Class 32 contains 11243 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213294 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117869 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077536.000000 Penalty: 139228.203125
Iteration 359Q: 41 clusters Score -1.480775e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190842 members 
Mstep: Class 2 contains 80655 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40732 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33116 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21491 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53429 members 
Mstep: Class 20 contains 10490 members 
Mstep: Class 21 contains 19810 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53684 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244890 members 
Mstep: Class 32 contains 11241 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213312 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117859 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077456.000000 Penalty: 139228.203125
Iteration 360F: 41 clusters Score -1.480775e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190843 members 
Mstep: Class 2 contains 80652 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40733 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21491 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53428 members 
Mstep: Class 20 contains 10487 members 
Mstep: Class 21 contains 19809 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53682 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6124 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244887 members 
Mstep: Class 32 contains 11244 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213326 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117854 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077584.000000 Penalty: 139228.203125
Iteration 361Q: 41 clusters Score -1.480776e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190842 members 
Mstep: Class 2 contains 80651 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60662 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40733 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21491 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53433 members 
Mstep: Class 20 contains 10487 members 
Mstep: Class 21 contains 19809 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53682 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6124 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244875 members 
Mstep: Class 32 contains 11247 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213330 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117854 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077440.000000 Penalty: 139228.203125
Iteration 362Q: 41 clusters Score -1.480774e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190839 members 
Mstep: Class 2 contains 80650 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60664 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40733 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53435 members 
Mstep: Class 20 contains 10485 members 
Mstep: Class 21 contains 19808 members 
Mstep: Class 22 contains 8960 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53679 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6124 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244888 members 
Mstep: Class 32 contains 11247 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213326 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117851 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077440.000000 Penalty: 139228.203125
Iteration 363Q: 41 clusters Score -1.480774e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190839 members 
Mstep: Class 2 contains 80650 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60664 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53438 members 
Mstep: Class 20 contains 10485 members 
Mstep: Class 21 contains 19807 members 
Mstep: Class 22 contains 8959 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53680 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6124 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244894 members 
Mstep: Class 32 contains 11249 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213320 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117845 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077360.000000 Penalty: 139228.203125
Iteration 364Q: 41 clusters Score -1.480774e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190843 members 
Mstep: Class 2 contains 80650 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60663 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53435 members 
Mstep: Class 20 contains 10484 members 
Mstep: Class 21 contains 19808 members 
Mstep: Class 22 contains 8959 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53678 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244894 members 
Mstep: Class 32 contains 11260 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213311 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117844 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077504.000000 Penalty: 139228.203125
Iteration 365Q: 41 clusters Score -1.480775e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190840 members 
Mstep: Class 2 contains 80649 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60663 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53433 members 
Mstep: Class 20 contains 10484 members 
Mstep: Class 21 contains 19809 members 
Mstep: Class 22 contains 8960 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53674 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244902 members 
Mstep: Class 32 contains 11267 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213302 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117846 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077456.000000 Penalty: 139228.203125
Iteration 366Q: 41 clusters Score -1.480775e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190831 members 
Mstep: Class 2 contains 80647 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60663 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53430 members 
Mstep: Class 20 contains 10482 members 
Mstep: Class 21 contains 19810 members 
Mstep: Class 22 contains 8960 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53671 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244916 members 
Mstep: Class 32 contains 11273 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213300 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117846 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077440.000000 Penalty: 139228.203125
Iteration 367Q: 41 clusters Score -1.480774e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190824 members 
Mstep: Class 2 contains 80648 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60663 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40733 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33116 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53427 members 
Mstep: Class 20 contains 10481 members 
Mstep: Class 21 contains 19809 members 
Mstep: Class 22 contains 8960 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53670 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244916 members 
Mstep: Class 32 contains 11275 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213304 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117851 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077536.000000 Penalty: 139228.203125
Iteration 368Q: 41 clusters Score -1.480775e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190818 members 
Mstep: Class 2 contains 80645 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60662 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40733 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53423 members 
Mstep: Class 20 contains 10480 members 
Mstep: Class 21 contains 19808 members 
Mstep: Class 22 contains 8959 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53671 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244922 members 
Mstep: Class 32 contains 11274 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213313 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117854 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077472.000000 Penalty: 139228.203125
Iteration 369Q: 41 clusters Score -1.480775e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190811 members 
Mstep: Class 2 contains 80642 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60662 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40733 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53423 members 
Mstep: Class 20 contains 10478 members 
Mstep: Class 21 contains 19806 members 
Mstep: Class 22 contains 8958 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53672 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244935 members 
Mstep: Class 32 contains 11277 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213317 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117848 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077520.000000 Penalty: 139228.203125
Iteration 370Q: 41 clusters Score -1.480775e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190804 members 
Mstep: Class 2 contains 80641 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60662 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40733 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53424 members 
Mstep: Class 20 contains 10476 members 
Mstep: Class 21 contains 19804 members 
Mstep: Class 22 contains 8958 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53671 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244948 members 
Mstep: Class 32 contains 11279 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213325 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117837 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077552.000000 Penalty: 139228.203125
Iteration 371Q: 41 clusters Score -1.480776e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190798 members 
Mstep: Class 2 contains 80637 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60662 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13608 members 
Mstep: Class 19 contains 53423 members 
Mstep: Class 20 contains 10473 members 
Mstep: Class 21 contains 19805 members 
Mstep: Class 22 contains 8960 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53668 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244973 members 
Mstep: Class 32 contains 11282 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2335 members 
Mstep: Class 35 contains 213319 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117829 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077520.000000 Penalty: 139228.203125
Iteration 372Q: 41 clusters Score -1.480775e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190794 members 
Mstep: Class 2 contains 80639 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60662 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53424 members 
Mstep: Class 20 contains 10472 members 
Mstep: Class 21 contains 19801 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53668 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244981 members 
Mstep: Class 32 contains 11285 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213319 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117823 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077472.000000 Penalty: 139228.203125
Iteration 373Q: 41 clusters Score -1.480775e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190784 members 
Mstep: Class 2 contains 80638 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60663 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13610 members 
Mstep: Class 19 contains 53421 members 
Mstep: Class 20 contains 10471 members 
Mstep: Class 21 contains 19801 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53668 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 244990 members 
Mstep: Class 32 contains 11287 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213325 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117820 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077488.000000 Penalty: 139228.203125
Iteration 374Q: 41 clusters Score -1.480775e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190777 members 
Mstep: Class 2 contains 80640 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60663 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53421 members 
Mstep: Class 20 contains 10469 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53668 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245005 members 
Mstep: Class 32 contains 11287 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213326 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117809 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077536.000000 Penalty: 139228.203125
Iteration 375Q: 41 clusters Score -1.480775e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190777 members 
Mstep: Class 2 contains 80642 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60663 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40733 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53421 members 
Mstep: Class 20 contains 10468 members 
Mstep: Class 21 contains 19804 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53667 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245005 members 
Mstep: Class 32 contains 11288 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213332 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117803 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077584.000000 Penalty: 139228.203125
Iteration 376Q: 41 clusters Score -1.480776e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190773 members 
Mstep: Class 2 contains 80643 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60663 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13609 members 
Mstep: Class 19 contains 53417 members 
Mstep: Class 20 contains 10467 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53669 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245018 members 
Mstep: Class 32 contains 11287 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213335 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117795 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077616.000000 Penalty: 139228.203125
Iteration 377Q: 41 clusters Score -1.480776e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190770 members 
Mstep: Class 2 contains 80644 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60662 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13610 members 
Mstep: Class 19 contains 53414 members 
Mstep: Class 20 contains 10465 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53670 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245029 members 
Mstep: Class 32 contains 11289 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213336 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117786 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077504.000000 Penalty: 139228.203125
Iteration 378Q: 41 clusters Score -1.480775e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190765 members 
Mstep: Class 2 contains 80642 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60661 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40734 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13611 members 
Mstep: Class 19 contains 53410 members 
Mstep: Class 20 contains 10467 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53668 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245031 members 
Mstep: Class 32 contains 11290 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213346 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117784 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077488.000000 Penalty: 139228.203125
Iteration 379Q: 41 clusters Score -1.480775e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190757 members 
Mstep: Class 2 contains 80640 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40733 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33114 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13610 members 
Mstep: Class 19 contains 53411 members 
Mstep: Class 20 contains 10468 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53667 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245053 members 
Mstep: Class 32 contains 11292 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213348 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117773 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077424.000000 Penalty: 139228.203125
Iteration 380F: 41 clusters Score -1.480774e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190747 members 
Mstep: Class 2 contains 80640 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40732 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33113 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13608 members 
Mstep: Class 19 contains 53415 members 
Mstep: Class 20 contains 10467 members 
Mstep: Class 21 contains 19802 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53670 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245076 members 
Mstep: Class 32 contains 11295 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213342 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117762 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077520.000000 Penalty: 139228.203125
Iteration 381Q: 41 clusters Score -1.480775e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190742 members 
Mstep: Class 2 contains 80632 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60657 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40730 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33111 members 
Mstep: Class 11 contains 8805 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13608 members 
Mstep: Class 19 contains 53413 members 
Mstep: Class 20 contains 10467 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53676 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245114 members 
Mstep: Class 32 contains 11300 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213335 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117739 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077648.000000 Penalty: 139228.203125
Iteration 382Q: 41 clusters Score -1.480776e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190732 members 
Mstep: Class 2 contains 80631 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60657 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40729 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33111 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 21492 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13608 members 
Mstep: Class 19 contains 53409 members 
Mstep: Class 20 contains 10468 members 
Mstep: Class 21 contains 19802 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53678 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245128 members 
Mstep: Class 32 contains 11304 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213342 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117729 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077520.000000 Penalty: 139228.203125
Iteration 383Q: 41 clusters Score -1.480775e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190734 members 
Mstep: Class 2 contains 80639 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60657 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40729 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33110 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13608 members 
Mstep: Class 19 contains 53406 members 
Mstep: Class 20 contains 10469 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53680 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245111 members 
Mstep: Class 32 contains 11310 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213353 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117721 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077584.000000 Penalty: 139228.203125
Iteration 384Q: 41 clusters Score -1.480776e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190739 members 
Mstep: Class 2 contains 80644 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40727 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33111 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13608 members 
Mstep: Class 19 contains 53403 members 
Mstep: Class 20 contains 10469 members 
Mstep: Class 21 contains 19804 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53679 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245104 members 
Mstep: Class 32 contains 11312 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213360 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117712 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077312.000000 Penalty: 139228.203125
Iteration 385Q: 41 clusters Score -1.480773e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190738 members 
Mstep: Class 2 contains 80646 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40727 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33111 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13608 members 
Mstep: Class 19 contains 53400 members 
Mstep: Class 20 contains 10468 members 
Mstep: Class 21 contains 19804 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53678 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245102 members 
Mstep: Class 32 contains 11314 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213361 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117715 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077504.000000 Penalty: 139228.203125
Iteration 386Q: 41 clusters Score -1.480775e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190739 members 
Mstep: Class 2 contains 80645 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40727 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33110 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13608 members 
Mstep: Class 19 contains 53402 members 
Mstep: Class 20 contains 10468 members 
Mstep: Class 21 contains 19804 members 
Mstep: Class 22 contains 8960 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53677 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245107 members 
Mstep: Class 32 contains 11318 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213366 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117702 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077424.000000 Penalty: 139228.203125
Iteration 387Q: 41 clusters Score -1.480774e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190739 members 
Mstep: Class 2 contains 80650 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40727 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33109 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13608 members 
Mstep: Class 19 contains 53402 members 
Mstep: Class 20 contains 10468 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8960 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53676 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245111 members 
Mstep: Class 32 contains 11321 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213366 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117694 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077424.000000 Penalty: 139228.203125
Iteration 388Q: 41 clusters Score -1.480774e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190741 members 
Mstep: Class 2 contains 80648 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40727 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33108 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13608 members 
Mstep: Class 19 contains 53399 members 
Mstep: Class 20 contains 10467 members 
Mstep: Class 21 contains 19804 members 
Mstep: Class 22 contains 8960 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53678 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245099 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213383 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117690 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077456.000000 Penalty: 139228.203125
Iteration 389Q: 41 clusters Score -1.480775e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190743 members 
Mstep: Class 2 contains 80646 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40727 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33108 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13608 members 
Mstep: Class 19 contains 53399 members 
Mstep: Class 20 contains 10466 members 
Mstep: Class 21 contains 19802 members 
Mstep: Class 22 contains 8960 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53680 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245106 members 
Mstep: Class 32 contains 11324 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213386 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117681 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077360.000000 Penalty: 139228.203125
Iteration 390Q: 41 clusters Score -1.480774e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190742 members 
Mstep: Class 2 contains 80642 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40725 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33108 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13608 members 
Mstep: Class 19 contains 53399 members 
Mstep: Class 20 contains 10465 members 
Mstep: Class 21 contains 19799 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53683 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245137 members 
Mstep: Class 32 contains 11326 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213382 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117659 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077376.000000 Penalty: 139228.203125
Iteration 391Q: 41 clusters Score -1.480774e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190741 members 
Mstep: Class 2 contains 80641 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60655 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40725 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33108 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13607 members 
Mstep: Class 19 contains 53397 members 
Mstep: Class 20 contains 10465 members 
Mstep: Class 21 contains 19800 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53683 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245155 members 
Mstep: Class 32 contains 11327 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213388 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117638 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077312.000000 Penalty: 139228.203125
Iteration 392Q: 41 clusters Score -1.480773e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190739 members 
Mstep: Class 2 contains 80643 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60655 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40724 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33109 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13607 members 
Mstep: Class 19 contains 53400 members 
Mstep: Class 20 contains 10463 members 
Mstep: Class 21 contains 19800 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53682 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245170 members 
Mstep: Class 32 contains 11328 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213394 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117616 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077456.000000 Penalty: 139228.203125
Iteration 393Q: 41 clusters Score -1.480775e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190730 members 
Mstep: Class 2 contains 80645 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60655 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40724 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33109 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13607 members 
Mstep: Class 19 contains 53401 members 
Mstep: Class 20 contains 10462 members 
Mstep: Class 21 contains 19800 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53681 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245208 members 
Mstep: Class 32 contains 11337 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213376 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117595 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077472.000000 Penalty: 139228.203125
Iteration 394Q: 41 clusters Score -1.480775e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190718 members 
Mstep: Class 2 contains 80644 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40724 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33109 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21493 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13607 members 
Mstep: Class 19 contains 53397 members 
Mstep: Class 20 contains 10463 members 
Mstep: Class 21 contains 19802 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53683 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245244 members 
Mstep: Class 32 contains 11342 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213350 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117590 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077632.000000 Penalty: 139228.203125
Iteration 395Q: 41 clusters Score -1.480776e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190707 members 
Mstep: Class 2 contains 80645 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40723 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33110 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13607 members 
Mstep: Class 19 contains 53396 members 
Mstep: Class 20 contains 10464 members 
Mstep: Class 21 contains 19803 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53689 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245287 members 
Mstep: Class 32 contains 11343 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213323 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117572 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077696.000000 Penalty: 139228.203125
Iteration 396Q: 41 clusters Score -1.480777e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190701 members 
Mstep: Class 2 contains 80646 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40720 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33110 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13607 members 
Mstep: Class 19 contains 53393 members 
Mstep: Class 20 contains 10464 members 
Mstep: Class 21 contains 19804 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53694 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245320 members 
Mstep: Class 32 contains 11339 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213322 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117549 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077440.000000 Penalty: 139228.203125
Iteration 397Q: 41 clusters Score -1.480774e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190695 members 
Mstep: Class 2 contains 80655 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40718 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33111 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13607 members 
Mstep: Class 19 contains 53396 members 
Mstep: Class 20 contains 10463 members 
Mstep: Class 21 contains 19808 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53696 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245329 members 
Mstep: Class 32 contains 11337 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213325 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117529 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077568.000000 Penalty: 139228.203125
Iteration 398Q: 41 clusters Score -1.480776e+08 nChanged 126
Entering ConstructFrom: 
Score: -148077568.000000 Penalty: 139228.203125
Entering ConstructFrom: 
Trying to split cluster 1 (190693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190693 members 
Entering Unmasked Estep 
Score: -23157106.000000 Penalty: 3015.288330
	Iteration 0F: 2 clusters Score -2.315711e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95485 members 
Mstep: Class 2 contains 95208 members 
Entering Unmasked Estep 
Score: -23031278.000000 Penalty: 6030.576660
	Iteration 0F: 3 clusters Score -2.303128e+07 nChanged 91564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100245 members 
Mstep: Class 2 contains 90448 members 
Entering Unmasked Estep 
Score: -23086176.000000 Penalty: 6030.576660
	Iteration 1F: 3 clusters Score -2.308618e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103621 members 
Mstep: Class 2 contains 87072 members 
Entering Unmasked Estep 
Score: -23088318.000000 Penalty: 6030.576660
	Iteration 2Q: 3 clusters Score -2.308832e+07 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108637 members 
Mstep: Class 2 contains 82056 members 
Entering Unmasked Estep 
Score: -23091792.000000 Penalty: 6030.576660
	Iteration 3Q: 3 clusters Score -2.309179e+07 nChanged 10762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115697 members 
Mstep: Class 2 contains 74996 members 
Entering Unmasked Estep 
Score: -23097360.000000 Penalty: 6030.576660
	Iteration 4F: 3 clusters Score -2.309736e+07 nChanged 12380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124341 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -23104680.000000 Penalty: 6030.576660
	Iteration 5F: 3 clusters Score -2.310468e+07 nChanged 13234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134173 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -23113584.000000 Penalty: 6030.576660
	Iteration 6F: 3 clusters Score -2.311358e+07 nChanged 12438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143907 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -23122494.000000 Penalty: 6030.576660
	Iteration 7F: 3 clusters Score -2.312249e+07 nChanged 10488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152551 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -23130308.000000 Penalty: 6030.576660
	Iteration 8F: 3 clusters Score -2.313031e+07 nChanged 8245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159610 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -23136700.000000 Penalty: 6030.576660
	Iteration 9Q: 3 clusters Score -2.31367e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164852 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -23141274.000000 Penalty: 6030.576660
	Iteration 10Q: 3 clusters Score -2.314127e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168675 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -23144554.000000 Penalty: 6030.576660
	Iteration 11Q: 3 clusters Score -2.314455e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171426 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -23146638.000000 Penalty: 6030.576660
	Iteration 12Q: 3 clusters Score -2.314664e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173470 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -23148128.000000 Penalty: 6030.576660
	Iteration 13Q: 3 clusters Score -2.314813e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175187 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -23149028.000000 Penalty: 6030.576660
	Iteration 14Q: 3 clusters Score -2.314903e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176678 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -23149868.000000 Penalty: 6030.576660
	Iteration 15Q: 3 clusters Score -2.314987e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178065 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -23150590.000000 Penalty: 6030.576660
	Iteration 16Q: 3 clusters Score -2.315059e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179293 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -23151102.000000 Penalty: 6030.576660
	Iteration 17Q: 3 clusters Score -2.31511e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180412 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -23151512.000000 Penalty: 6030.576660
	Iteration 18Q: 3 clusters Score -2.315151e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181431 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -23151844.000000 Penalty: 6030.576660
	Iteration 19Q: 3 clusters Score -2.315184e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182334 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -23152234.000000 Penalty: 6030.576660
	Iteration 20F: 3 clusters Score -2.315223e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183179 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -23152510.000000 Penalty: 6030.576660
	Iteration 21Q: 3 clusters Score -2.315251e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183905 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -23152742.000000 Penalty: 6030.576660
	Iteration 22Q: 3 clusters Score -2.315274e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184579 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -23152934.000000 Penalty: 6030.576660
	Iteration 23Q: 3 clusters Score -2.315293e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185236 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -23153220.000000 Penalty: 6030.576660
	Iteration 24Q: 3 clusters Score -2.315322e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185867 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -23153430.000000 Penalty: 6030.576660
	Iteration 25Q: 3 clusters Score -2.315343e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186429 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -23153706.000000 Penalty: 6030.576660
	Iteration 26Q: 3 clusters Score -2.315371e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186935 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -23153880.000000 Penalty: 6030.576660
	Iteration 27Q: 3 clusters Score -2.315388e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187351 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -23154034.000000 Penalty: 6030.576660
	Iteration 28Q: 3 clusters Score -2.315403e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187691 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -23154152.000000 Penalty: 6030.576660
	Iteration 29Q: 3 clusters Score -2.315415e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188012 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -23154348.000000 Penalty: 6030.576660
	Iteration 30Q: 3 clusters Score -2.315435e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188302 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -23154442.000000 Penalty: 6030.576660
	Iteration 31Q: 3 clusters Score -2.315444e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188507 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -23154518.000000 Penalty: 6030.576660
	Iteration 32Q: 3 clusters Score -2.315452e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188656 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -23154602.000000 Penalty: 6030.576660
	Iteration 33Q: 3 clusters Score -2.31546e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188762 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -23154660.000000 Penalty: 6030.576660
	Iteration 34Q: 3 clusters Score -2.315466e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188873 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -23154688.000000 Penalty: 6030.576660
	Iteration 35Q: 3 clusters Score -2.315469e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188959 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -23154724.000000 Penalty: 6030.576660
	Iteration 36Q: 3 clusters Score -2.315472e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189025 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -23154764.000000 Penalty: 6030.576660
	Iteration 37Q: 3 clusters Score -2.315476e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189074 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -23154812.000000 Penalty: 6030.576660
	Iteration 38Q: 3 clusters Score -2.315481e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189118 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -23154866.000000 Penalty: 6030.576660
	Iteration 39Q: 3 clusters Score -2.315487e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189153 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -23154838.000000 Penalty: 6030.576660
	Iteration 40F: 3 clusters Score -2.315484e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189175 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -23154874.000000 Penalty: 6030.576660
	Iteration 41Q: 3 clusters Score -2.315487e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189195 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -23154914.000000 Penalty: 6030.576660
	Iteration 42Q: 3 clusters Score -2.315491e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189220 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -23154912.000000 Penalty: 6030.576660
	Iteration 43Q: 3 clusters Score -2.315491e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189239 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -23154922.000000 Penalty: 6030.576660
	Iteration 44Q: 3 clusters Score -2.315492e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189252 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -23154948.000000 Penalty: 6030.576660
	Iteration 45Q: 3 clusters Score -2.315495e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189268 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -23154916.000000 Penalty: 6030.576660
	Iteration 46Q: 3 clusters Score -2.315492e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189291 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -23154940.000000 Penalty: 6030.576660
	Iteration 47Q: 3 clusters Score -2.315494e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189309 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -23154948.000000 Penalty: 6030.576660
	Iteration 48Q: 3 clusters Score -2.315495e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189327 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -23154946.000000 Penalty: 6030.576660
	Iteration 49Q: 3 clusters Score -2.315495e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189329 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -23154962.000000 Penalty: 6030.576660
	Iteration 50Q: 3 clusters Score -2.315496e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189336 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -23154976.000000 Penalty: 6030.576660
	Iteration 51Q: 3 clusters Score -2.315498e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189348 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -23154982.000000 Penalty: 6030.576660
	Iteration 52Q: 3 clusters Score -2.315498e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189354 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -23154996.000000 Penalty: 6030.576660
	Iteration 53Q: 3 clusters Score -2.3155e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189358 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -23155014.000000 Penalty: 6030.576660
	Iteration 54Q: 3 clusters Score -2.315501e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189365 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -23154998.000000 Penalty: 6030.576660
	Iteration 55Q: 3 clusters Score -2.3155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189369 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -23154994.000000 Penalty: 6030.576660
	Iteration 56Q: 3 clusters Score -2.315499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189374 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -23154990.000000 Penalty: 6030.576660
	Iteration 57Q: 3 clusters Score -2.315499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189379 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -23154998.000000 Penalty: 6030.576660
	Iteration 58Q: 3 clusters Score -2.3155e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189384 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -23155008.000000 Penalty: 6030.576660
	Iteration 59Q: 3 clusters Score -2.315501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189386 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -23155014.000000 Penalty: 6030.576660
	Iteration 60F: 3 clusters Score -2.315501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189388 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -23155018.000000 Penalty: 6030.576660
	Iteration 61Q: 3 clusters Score -2.315502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189391 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -23155006.000000 Penalty: 6030.576660
	Iteration 62Q: 3 clusters Score -2.315501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189393 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -23155022.000000 Penalty: 6030.576660
	Iteration 63Q: 3 clusters Score -2.315502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189393 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -23155024.000000 Penalty: 6030.576660
	Iteration 64Q: 3 clusters Score -2.315502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189393 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -23155026.000000 Penalty: 6030.576660
	Iteration 65Q: 3 clusters Score -2.315503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189393 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -23155020.000000 Penalty: 6030.576660
	Iteration 66Q: 3 clusters Score -2.315502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189395 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -23155020.000000 Penalty: 6030.576660
	Iteration 67Q: 3 clusters Score -2.315502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189397 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -23155022.000000 Penalty: 6030.576660
	Iteration 68Q: 3 clusters Score -2.315502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189397 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -23155022.000000 Penalty: 6030.576660
	Iteration 69F: 3 clusters Score -2.315502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (80662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Entering Unmasked Estep 
Score: -9753738.000000 Penalty: 2801.909668
	Iteration 0F: 2 clusters Score -9753738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -9699697.000000 Penalty: 5603.819336
	Iteration 0F: 3 clusters Score -9699697 nChanged 38064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -9721152.000000 Penalty: 5603.819336
	Iteration 1F: 3 clusters Score -9721152 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -9721775.000000 Penalty: 5603.819336
	Iteration 2Q: 3 clusters Score -9721775 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -9722296.000000 Penalty: 5603.819336
	Iteration 3Q: 3 clusters Score -9722296 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -9722955.000000 Penalty: 5603.819336
	Iteration 4Q: 3 clusters Score -9722955 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -9723923.000000 Penalty: 5603.819336
	Iteration 5Q: 3 clusters Score -9723923 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -9725370.000000 Penalty: 5603.819336
	Iteration 6Q: 3 clusters Score -9725370 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -9727650.000000 Penalty: 5603.819336
	Iteration 7F: 3 clusters Score -9727650 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 59955 members 
Entering Unmasked Estep 
Score: -9731571.000000 Penalty: 5603.819336
	Iteration 8F: 3 clusters Score -9731571 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 66407 members 
Entering Unmasked Estep 
Score: -9737086.000000 Penalty: 5603.819336
	Iteration 9F: 3 clusters Score -9737086 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -9743219.000000 Penalty: 5603.819336
	Iteration 10F: 3 clusters Score -9743219 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 77354 members 
Entering Unmasked Estep 
Score: -9748018.000000 Penalty: 5603.819336
	Iteration 11F: 3 clusters Score -9748018 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 79578 members 
Entering Unmasked Estep 
Score: -9750185.000000 Penalty: 5603.819336
	Iteration 12Q: 3 clusters Score -9750185 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 80263 members 
Entering Unmasked Estep 
Score: -9750897.000000 Penalty: 5603.819336
	Iteration 13Q: 3 clusters Score -9750897 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 80417 members 
Entering Unmasked Estep 
Score: -9751085.000000 Penalty: 5603.819336
	Iteration 14Q: 3 clusters Score -9751085 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 80453 members 
Entering Unmasked Estep 
Score: -9751175.000000 Penalty: 5603.819336
	Iteration 15Q: 3 clusters Score -9751175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 80467 members 
Entering Unmasked Estep 
Score: -9751203.000000 Penalty: 5603.819336
	Iteration 16Q: 3 clusters Score -9751203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 80472 members 
Entering Unmasked Estep 
Score: -9751208.000000 Penalty: 5603.819336
	Iteration 17Q: 3 clusters Score -9751208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 80476 members 
Entering Unmasked Estep 
Score: -9751233.000000 Penalty: 5603.819336
	Iteration 18Q: 3 clusters Score -9751233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 80477 members 
Entering Unmasked Estep 
Score: -9751235.000000 Penalty: 5603.819336
	Iteration 19Q: 3 clusters Score -9751235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 80477 members 
Entering Unmasked Estep 
Score: -9751235.000000 Penalty: 5603.819336
	Iteration 20F: 3 clusters Score -9751235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Entering Unmasked Estep 
Score: -284090.937500 Penalty: 1935.656616
	Iteration 0F: 2 clusters Score -284090.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -281175.375000 Penalty: 3871.313232
	Iteration 0F: 3 clusters Score -281175.4 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -281792.718750 Penalty: 3871.313232
	Iteration 1F: 3 clusters Score -281792.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -282026.093750 Penalty: 3871.313232
	Iteration 2F: 3 clusters Score -282026.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -282182.656250 Penalty: 3871.313232
	Iteration 3F: 3 clusters Score -282182.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -282320.187500 Penalty: 3871.313232
	Iteration 4F: 3 clusters Score -282320.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -282438.468750 Penalty: 3871.313232
	Iteration 5Q: 3 clusters Score -282438.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -282539.437500 Penalty: 3871.313232
	Iteration 6Q: 3 clusters Score -282539.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -282614.406250 Penalty: 3871.313232
	Iteration 7Q: 3 clusters Score -282614.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -282667.062500 Penalty: 3871.313232
	Iteration 8Q: 3 clusters Score -282667.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -282716.968750 Penalty: 3871.313232
	Iteration 9Q: 3 clusters Score -282717 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -282767.531250 Penalty: 3871.313232
	Iteration 10Q: 3 clusters Score -282767.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -282802.687500 Penalty: 3871.313232
	Iteration 11Q: 3 clusters Score -282802.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -282827.093750 Penalty: 3871.313232
	Iteration 12Q: 3 clusters Score -282827.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -282851.718750 Penalty: 3871.313232
	Iteration 13Q: 3 clusters Score -282851.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -282874.906250 Penalty: 3871.313232
	Iteration 14Q: 3 clusters Score -282874.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -282895.281250 Penalty: 3871.313232
	Iteration 15Q: 3 clusters Score -282895.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -282912.875000 Penalty: 3871.313232
	Iteration 16Q: 3 clusters Score -282912.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -282934.187500 Penalty: 3871.313232
	Iteration 17Q: 3 clusters Score -282934.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -282955.625000 Penalty: 3871.313232
	Iteration 18Q: 3 clusters Score -282955.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -282966.937500 Penalty: 3871.313232
	Iteration 19Q: 3 clusters Score -282966.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -282981.875000 Penalty: 3871.313232
	Iteration 20F: 3 clusters Score -282981.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -282997.343750 Penalty: 3871.313232
	Iteration 21Q: 3 clusters Score -282997.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -283010.031250 Penalty: 3871.313232
	Iteration 22Q: 3 clusters Score -283010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -283023.187500 Penalty: 3871.313232
	Iteration 23Q: 3 clusters Score -283023.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -283033.468750 Penalty: 3871.313232
	Iteration 24Q: 3 clusters Score -283033.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -283045.218750 Penalty: 3871.313232
	Iteration 25Q: 3 clusters Score -283045.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -283060.843750 Penalty: 3871.313232
	Iteration 26Q: 3 clusters Score -283060.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -283073.281250 Penalty: 3871.313232
	Iteration 27Q: 3 clusters Score -283073.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -283086.343750 Penalty: 3871.313232
	Iteration 28Q: 3 clusters Score -283086.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -283101.468750 Penalty: 3871.313232
	Iteration 29Q: 3 clusters Score -283101.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -283118.312500 Penalty: 3871.313232
	Iteration 30Q: 3 clusters Score -283118.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -283133.062500 Penalty: 3871.313232
	Iteration 31Q: 3 clusters Score -283133.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -283151.281250 Penalty: 3871.313232
	Iteration 32Q: 3 clusters Score -283151.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -283173.562500 Penalty: 3871.313232
	Iteration 33Q: 3 clusters Score -283173.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -283200.062500 Penalty: 3871.313232
	Iteration 34Q: 3 clusters Score -283200.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -283222.000000 Penalty: 3871.313232
	Iteration 35Q: 3 clusters Score -283222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -283235.593750 Penalty: 3871.313232
	Iteration 36Q: 3 clusters Score -283235.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -283245.562500 Penalty: 3871.313232
	Iteration 37Q: 3 clusters Score -283245.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -283257.968750 Penalty: 3871.313232
	Iteration 38Q: 3 clusters Score -283258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -283270.375000 Penalty: 3871.313232
	Iteration 39Q: 3 clusters Score -283270.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -283283.437500 Penalty: 3871.313232
	Iteration 40F: 3 clusters Score -283283.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -283293.937500 Penalty: 3871.313232
	Iteration 41Q: 3 clusters Score -283293.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -283305.187500 Penalty: 3871.313232
	Iteration 42Q: 3 clusters Score -283305.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -283317.843750 Penalty: 3871.313232
	Iteration 43Q: 3 clusters Score -283317.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -283332.375000 Penalty: 3871.313232
	Iteration 44Q: 3 clusters Score -283332.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -283343.312500 Penalty: 3871.313232
	Iteration 45Q: 3 clusters Score -283343.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -283350.656250 Penalty: 3871.313232
	Iteration 46Q: 3 clusters Score -283350.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -283359.968750 Penalty: 3871.313232
	Iteration 47Q: 3 clusters Score -283360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -283370.406250 Penalty: 3871.313232
	Iteration 48Q: 3 clusters Score -283370.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -283375.968750 Penalty: 3871.313232
	Iteration 49Q: 3 clusters Score -283376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -283383.281250 Penalty: 3871.313232
	Iteration 50Q: 3 clusters Score -283383.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -283386.406250 Penalty: 3871.313232
	Iteration 51Q: 3 clusters Score -283386.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -283388.406250 Penalty: 3871.313232
	Iteration 52Q: 3 clusters Score -283388.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -283389.718750 Penalty: 3871.313232
	Iteration 53Q: 3 clusters Score -283389.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -283392.093750 Penalty: 3871.313232
	Iteration 54Q: 3 clusters Score -283392.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -283394.500000 Penalty: 3871.313232
	Iteration 55Q: 3 clusters Score -283394.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -283396.406250 Penalty: 3871.313232
	Iteration 56Q: 3 clusters Score -283396.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -283399.375000 Penalty: 3871.313232
	Iteration 57Q: 3 clusters Score -283399.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -283401.062500 Penalty: 3871.313232
	Iteration 58Q: 3 clusters Score -283401.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -283402.500000 Penalty: 3871.313232
	Iteration 59Q: 3 clusters Score -283402.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -283404.687500 Penalty: 3871.313232
	Iteration 60F: 3 clusters Score -283404.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -283407.312500 Penalty: 3871.313232
	Iteration 61Q: 3 clusters Score -283407.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -283409.125000 Penalty: 3871.313232
	Iteration 62Q: 3 clusters Score -283409.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -283410.281250 Penalty: 3871.313232
	Iteration 63Q: 3 clusters Score -283410.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -283414.500000 Penalty: 3871.313232
	Iteration 64Q: 3 clusters Score -283414.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -283418.500000 Penalty: 3871.313232
	Iteration 65Q: 3 clusters Score -283418.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -283423.062500 Penalty: 3871.313232
	Iteration 66Q: 3 clusters Score -283423.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -283426.968750 Penalty: 3871.313232
	Iteration 67Q: 3 clusters Score -283427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -283428.968750 Penalty: 3871.313232
	Iteration 68Q: 3 clusters Score -283429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -283430.625000 Penalty: 3871.313232
	Iteration 69Q: 3 clusters Score -283430.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -283435.468750 Penalty: 3871.313232
	Iteration 70Q: 3 clusters Score -283435.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -283439.468750 Penalty: 3871.313232
	Iteration 71Q: 3 clusters Score -283439.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -283442.343750 Penalty: 3871.313232
	Iteration 72Q: 3 clusters Score -283442.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -283443.875000 Penalty: 3871.313232
	Iteration 73Q: 3 clusters Score -283443.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -283446.875000 Penalty: 3871.313232
	Iteration 74Q: 3 clusters Score -283446.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -283451.437500 Penalty: 3871.313232
	Iteration 75Q: 3 clusters Score -283451.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -283459.875000 Penalty: 3871.313232
	Iteration 76Q: 3 clusters Score -283459.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -283470.375000 Penalty: 3871.313232
	Iteration 77Q: 3 clusters Score -283470.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -283477.031250 Penalty: 3871.313232
	Iteration 78Q: 3 clusters Score -283477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -283483.875000 Penalty: 3871.313232
	Iteration 79Q: 3 clusters Score -283483.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -283490.468750 Penalty: 3871.313232
	Iteration 80F: 3 clusters Score -283490.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -283495.312500 Penalty: 3871.313232
	Iteration 81Q: 3 clusters Score -283495.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -283500.437500 Penalty: 3871.313232
	Iteration 82Q: 3 clusters Score -283500.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -283501.843750 Penalty: 3871.313232
	Iteration 83Q: 3 clusters Score -283501.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -283504.875000 Penalty: 3871.313232
	Iteration 84Q: 3 clusters Score -283504.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -283506.062500 Penalty: 3871.313232
	Iteration 85Q: 3 clusters Score -283506.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -283506.906250 Penalty: 3871.313232
	Iteration 86Q: 3 clusters Score -283506.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -283507.593750 Penalty: 3871.313232
	Iteration 87Q: 3 clusters Score -283507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -283508.625000 Penalty: 3871.313232
	Iteration 88Q: 3 clusters Score -283508.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -283508.625000 Penalty: 3871.313232
	Iteration 89F: 3 clusters Score -283508.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Entering Unmasked Estep 
Score: -210079.640625 Penalty: 1860.131226
	Iteration 0F: 2 clusters Score -210079.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -207572.031250 Penalty: 3720.262451
	Iteration 0F: 3 clusters Score -207572 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -208093.250000 Penalty: 3720.262451
	Iteration 1F: 3 clusters Score -208093.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -208511.031250 Penalty: 3720.262451
	Iteration 2F: 3 clusters Score -208511 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -208891.625000 Penalty: 3720.262451
	Iteration 3F: 3 clusters Score -208891.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -209098.453125 Penalty: 3720.262451
	Iteration 4F: 3 clusters Score -209098.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -209206.703125 Penalty: 3720.262451
	Iteration 5Q: 3 clusters Score -209206.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -209297.656250 Penalty: 3720.262451
	Iteration 6Q: 3 clusters Score -209297.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -209355.515625 Penalty: 3720.262451
	Iteration 7Q: 3 clusters Score -209355.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -209411.046875 Penalty: 3720.262451
	Iteration 8Q: 3 clusters Score -209411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -209471.437500 Penalty: 3720.262451
	Iteration 9Q: 3 clusters Score -209471.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -209565.250000 Penalty: 3720.262451
	Iteration 10Q: 3 clusters Score -209565.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -209668.203125 Penalty: 3720.262451
	Iteration 11Q: 3 clusters Score -209668.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -209759.906250 Penalty: 3720.262451
	Iteration 12Q: 3 clusters Score -209759.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -209859.984375 Penalty: 3720.262451
	Iteration 13Q: 3 clusters Score -209860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -209991.265625 Penalty: 3720.262451
	Iteration 14Q: 3 clusters Score -209991.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -210114.156250 Penalty: 3720.262451
	Iteration 15Q: 3 clusters Score -210114.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -210204.515625 Penalty: 3720.262451
	Iteration 16Q: 3 clusters Score -210204.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -210289.921875 Penalty: 3720.262451
	Iteration 17Q: 3 clusters Score -210289.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -210361.125000 Penalty: 3720.262451
	Iteration 18Q: 3 clusters Score -210361.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -210405.640625 Penalty: 3720.262451
	Iteration 19Q: 3 clusters Score -210405.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -210465.640625 Penalty: 3720.262451
	Iteration 20F: 3 clusters Score -210465.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -210503.343750 Penalty: 3720.262451
	Iteration 21Q: 3 clusters Score -210503.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -210503.343750 Penalty: 3720.262451
	Iteration 22F: 3 clusters Score -210503.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190693 members 
Mstep: Class 2 contains 80662 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 236 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33113 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13607 members 
Mstep: Class 19 contains 53401 members 
Mstep: Class 20 contains 10463 members 
Mstep: Class 21 contains 19807 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53693 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245327 members 
Mstep: Class 32 contains 11335 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213334 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117517 members 
Mstep: Class 40 contains 312 members 
Mstep: Class 41 contains 1573 members 
Entering Unmasked Estep 
Score: -148076400.000000 Penalty: 142708.921875
Splitting cluster 4 changes total score from -148077568.000000 to -148076400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (60659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60659 members 
Entering Unmasked Estep 
Score: -7465307.500000 Penalty: 2731.229736
	Iteration 0F: 2 clusters Score -7465308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -7424652.500000 Penalty: 5462.459473
	Iteration 0F: 3 clusters Score -7424652 nChanged 28086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -7440283.000000 Penalty: 5462.459473
	Iteration 1F: 3 clusters Score -7440283 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -7440927.500000 Penalty: 5462.459473
	Iteration 2Q: 3 clusters Score -7440928 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -7441539.000000 Penalty: 5462.459473
	Iteration 3Q: 3 clusters Score -7441539 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -7442371.500000 Penalty: 5462.459473
	Iteration 4Q: 3 clusters Score -7442372 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -7443361.000000 Penalty: 5462.459473
	Iteration 5Q: 3 clusters Score -7443361 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -7444657.000000 Penalty: 5462.459473
	Iteration 6Q: 3 clusters Score -7444657 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -7446386.000000 Penalty: 5462.459473
	Iteration 7F: 3 clusters Score -7446386 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -7448901.000000 Penalty: 5462.459473
	Iteration 8F: 3 clusters Score -7448901 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -7451889.000000 Penalty: 5462.459473
	Iteration 9F: 3 clusters Score -7451889 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -7454989.500000 Penalty: 5462.459473
	Iteration 10F: 3 clusters Score -7454990 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -7457630.000000 Penalty: 5462.459473
	Iteration 11F: 3 clusters Score -7457630 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55156 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -7459488.000000 Penalty: 5462.459473
	Iteration 12Q: 3 clusters Score -7459488 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56860 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -7460802.000000 Penalty: 5462.459473
	Iteration 13Q: 3 clusters Score -7460802 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -7461752.500000 Penalty: 5462.459473
	Iteration 14Q: 3 clusters Score -7461752 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -7462327.000000 Penalty: 5462.459473
	Iteration 15Q: 3 clusters Score -7462327 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59007 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -7462626.500000 Penalty: 5462.459473
	Iteration 16Q: 3 clusters Score -7462626 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7462793.000000 Penalty: 5462.459473
	Iteration 17Q: 3 clusters Score -7462793 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -7462853.500000 Penalty: 5462.459473
	Iteration 18Q: 3 clusters Score -7462854 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59410 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7462930.500000 Penalty: 5462.459473
	Iteration 19Q: 3 clusters Score -7462930 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7462959.500000 Penalty: 5462.459473
	Iteration 20F: 3 clusters Score -7462960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59499 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7462987.500000 Penalty: 5462.459473
	Iteration 21Q: 3 clusters Score -7462988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7463004.000000 Penalty: 5462.459473
	Iteration 22Q: 3 clusters Score -7463004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -7463013.000000 Penalty: 5462.459473
	Iteration 23Q: 3 clusters Score -7463013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59573 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7463023.000000 Penalty: 5462.459473
	Iteration 24Q: 3 clusters Score -7463023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7463030.500000 Penalty: 5462.459473
	Iteration 25Q: 3 clusters Score -7463030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7463040.000000 Penalty: 5462.459473
	Iteration 26Q: 3 clusters Score -7463040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59624 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7463053.500000 Penalty: 5462.459473
	Iteration 27Q: 3 clusters Score -7463054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7463054.500000 Penalty: 5462.459473
	Iteration 28Q: 3 clusters Score -7463054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7463059.500000 Penalty: 5462.459473
	Iteration 29Q: 3 clusters Score -7463060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7463062.000000 Penalty: 5462.459473
	Iteration 30Q: 3 clusters Score -7463062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59671 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7463069.500000 Penalty: 5462.459473
	Iteration 31Q: 3 clusters Score -7463070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59682 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7463079.500000 Penalty: 5462.459473
	Iteration 32Q: 3 clusters Score -7463080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7463090.000000 Penalty: 5462.459473
	Iteration 33Q: 3 clusters Score -7463090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59688 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7463090.500000 Penalty: 5462.459473
	Iteration 34Q: 3 clusters Score -7463090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7463096.000000 Penalty: 5462.459473
	Iteration 35Q: 3 clusters Score -7463096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7463094.000000 Penalty: 5462.459473
	Iteration 36Q: 3 clusters Score -7463094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59700 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7463094.000000 Penalty: 5462.459473
	Iteration 37Q: 3 clusters Score -7463094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7463100.000000 Penalty: 5462.459473
	Iteration 38Q: 3 clusters Score -7463100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59716 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7463112.500000 Penalty: 5462.459473
	Iteration 39Q: 3 clusters Score -7463112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59721 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7463115.500000 Penalty: 5462.459473
	Iteration 40F: 3 clusters Score -7463116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7463113.500000 Penalty: 5462.459473
	Iteration 41Q: 3 clusters Score -7463114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7463112.500000 Penalty: 5462.459473
	Iteration 42Q: 3 clusters Score -7463112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7463116.000000 Penalty: 5462.459473
	Iteration 43Q: 3 clusters Score -7463116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59727 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7463114.500000 Penalty: 5462.459473
	Iteration 44Q: 3 clusters Score -7463114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7463115.000000 Penalty: 5462.459473
	Iteration 45Q: 3 clusters Score -7463115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7463115.000000 Penalty: 5462.459473
	Iteration 46F: 3 clusters Score -7463115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Entering Unmasked Estep 
Score: -376650.375000 Penalty: 2009.441528
	Iteration 0F: 2 clusters Score -376650.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -373228.312500 Penalty: 4018.883057
	Iteration 0F: 3 clusters Score -373228.3 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -374062.812500 Penalty: 4018.883057
	Iteration 1F: 3 clusters Score -374062.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -374374.656250 Penalty: 4018.883057
	Iteration 2F: 3 clusters Score -374374.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -374644.781250 Penalty: 4018.883057
	Iteration 3F: 3 clusters Score -374644.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -374939.781250 Penalty: 4018.883057
	Iteration 4F: 3 clusters Score -374939.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -375296.750000 Penalty: 4018.883057
	Iteration 5F: 3 clusters Score -375296.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -375659.375000 Penalty: 4018.883057
	Iteration 6F: 3 clusters Score -375659.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -375935.343750 Penalty: 4018.883057
	Iteration 7F: 3 clusters Score -375935.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -376106.687500 Penalty: 4018.883057
	Iteration 8Q: 3 clusters Score -376106.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -376171.968750 Penalty: 4018.883057
	Iteration 9Q: 3 clusters Score -376172 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -376210.500000 Penalty: 4018.883057
	Iteration 10Q: 3 clusters Score -376210.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -376240.625000 Penalty: 4018.883057
	Iteration 11Q: 3 clusters Score -376240.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -376262.312500 Penalty: 4018.883057
	Iteration 12Q: 3 clusters Score -376262.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -376281.187500 Penalty: 4018.883057
	Iteration 13Q: 3 clusters Score -376281.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -376296.031250 Penalty: 4018.883057
	Iteration 14Q: 3 clusters Score -376296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -376308.187500 Penalty: 4018.883057
	Iteration 15Q: 3 clusters Score -376308.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -376322.000000 Penalty: 4018.883057
	Iteration 16Q: 3 clusters Score -376322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -376336.062500 Penalty: 4018.883057
	Iteration 17Q: 3 clusters Score -376336.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -376344.875000 Penalty: 4018.883057
	Iteration 18Q: 3 clusters Score -376344.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -376349.781250 Penalty: 4018.883057
	Iteration 19Q: 3 clusters Score -376349.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -376355.937500 Penalty: 4018.883057
	Iteration 20F: 3 clusters Score -376355.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -376363.781250 Penalty: 4018.883057
	Iteration 21Q: 3 clusters Score -376363.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -376378.062500 Penalty: 4018.883057
	Iteration 22Q: 3 clusters Score -376378.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -376389.218750 Penalty: 4018.883057
	Iteration 23Q: 3 clusters Score -376389.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -376402.218750 Penalty: 4018.883057
	Iteration 24Q: 3 clusters Score -376402.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -376407.281250 Penalty: 4018.883057
	Iteration 25Q: 3 clusters Score -376407.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -376410.562500 Penalty: 4018.883057
	Iteration 26Q: 3 clusters Score -376410.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -376413.718750 Penalty: 4018.883057
	Iteration 27Q: 3 clusters Score -376413.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -376415.750000 Penalty: 4018.883057
	Iteration 28Q: 3 clusters Score -376415.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -376416.375000 Penalty: 4018.883057
	Iteration 29Q: 3 clusters Score -376416.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -376418.187500 Penalty: 4018.883057
	Iteration 30Q: 3 clusters Score -376418.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -376419.375000 Penalty: 4018.883057
	Iteration 31Q: 3 clusters Score -376419.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -376418.593750 Penalty: 4018.883057
	Iteration 32Q: 3 clusters Score -376418.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -376418.593750 Penalty: 4018.883057
	Iteration 33F: 3 clusters Score -376418.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -203186.531250 Penalty: 1836.864258
	Iteration 0F: 2 clusters Score -203186.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -200794.250000 Penalty: 3673.728516
	Iteration 0F: 3 clusters Score -200794.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -201181.031250 Penalty: 3673.728516
	Iteration 1F: 3 clusters Score -201181 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -201281.218750 Penalty: 3673.728516
	Iteration 2F: 3 clusters Score -201281.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -201337.765625 Penalty: 3673.728516
	Iteration 3Q: 3 clusters Score -201337.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -201374.500000 Penalty: 3673.728516
	Iteration 4Q: 3 clusters Score -201374.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -201404.921875 Penalty: 3673.728516
	Iteration 5Q: 3 clusters Score -201404.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -201430.015625 Penalty: 3673.728516
	Iteration 6Q: 3 clusters Score -201430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -201446.859375 Penalty: 3673.728516
	Iteration 7Q: 3 clusters Score -201446.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -201468.906250 Penalty: 3673.728516
	Iteration 8Q: 3 clusters Score -201468.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -201486.187500 Penalty: 3673.728516
	Iteration 9Q: 3 clusters Score -201486.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -201495.328125 Penalty: 3673.728516
	Iteration 10Q: 3 clusters Score -201495.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -201500.515625 Penalty: 3673.728516
	Iteration 11Q: 3 clusters Score -201500.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -201505.765625 Penalty: 3673.728516
	Iteration 12Q: 3 clusters Score -201505.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -201509.828125 Penalty: 3673.728516
	Iteration 13Q: 3 clusters Score -201509.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -201513.031250 Penalty: 3673.728516
	Iteration 14Q: 3 clusters Score -201513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -201514.718750 Penalty: 3673.728516
	Iteration 15Q: 3 clusters Score -201514.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -201515.656250 Penalty: 3673.728516
	Iteration 16Q: 3 clusters Score -201515.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -201515.656250 Penalty: 3673.728516
	Iteration 17F: 3 clusters Score -201515.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Entering Unmasked Estep 
Score: -4882153.000000 Penalty: 2632.365234
	Iteration 0F: 2 clusters Score -4882153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -4854408.500000 Penalty: 5264.730469
	Iteration 0F: 3 clusters Score -4854408 nChanged 18708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -4864617.000000 Penalty: 5264.730469
	Iteration 1F: 3 clusters Score -4864617 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -4865123.500000 Penalty: 5264.730469
	Iteration 2Q: 3 clusters Score -4865124 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -4865681.000000 Penalty: 5264.730469
	Iteration 3Q: 3 clusters Score -4865681 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -4866377.500000 Penalty: 5264.730469
	Iteration 4Q: 3 clusters Score -4866378 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -4867391.500000 Penalty: 5264.730469
	Iteration 5F: 3 clusters Score -4867392 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -4869002.500000 Penalty: 5264.730469
	Iteration 6F: 3 clusters Score -4869002 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -4871484.500000 Penalty: 5264.730469
	Iteration 7F: 3 clusters Score -4871484 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -4874548.000000 Penalty: 5264.730469
	Iteration 8F: 3 clusters Score -4874548 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -4877226.500000 Penalty: 5264.730469
	Iteration 9F: 3 clusters Score -4877226 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -4878770.500000 Penalty: 5264.730469
	Iteration 10Q: 3 clusters Score -4878770 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -4879354.000000 Penalty: 5264.730469
	Iteration 11Q: 3 clusters Score -4879354 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -4879559.000000 Penalty: 5264.730469
	Iteration 12Q: 3 clusters Score -4879559 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -4879668.500000 Penalty: 5264.730469
	Iteration 13Q: 3 clusters Score -4879668 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -4879734.000000 Penalty: 5264.730469
	Iteration 14Q: 3 clusters Score -4879734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -4879784.000000 Penalty: 5264.730469
	Iteration 15Q: 3 clusters Score -4879784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -4879808.500000 Penalty: 5264.730469
	Iteration 16Q: 3 clusters Score -4879808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -4879821.000000 Penalty: 5264.730469
	Iteration 17Q: 3 clusters Score -4879821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -4879823.000000 Penalty: 5264.730469
	Iteration 18Q: 3 clusters Score -4879823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -4879832.500000 Penalty: 5264.730469
	Iteration 19Q: 3 clusters Score -4879832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -4879835.000000 Penalty: 5264.730469
	Iteration 20F: 3 clusters Score -4879835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -4879836.000000 Penalty: 5264.730469
	Iteration 21Q: 3 clusters Score -4879836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -4879836.000000 Penalty: 5264.730469
	Iteration 22F: 3 clusters Score -4879836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -44580.449219 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -44580.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43123.039062 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -43123.04 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43341.777344 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -43341.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43467.964844 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -43467.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43585.011719 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -43585.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43723.941406 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -43723.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43803.652344 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -43803.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43891.781250 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -43891.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43977.484375 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -43977.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -44030.882812 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -44030.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44082.808594 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -44082.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44160.695312 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -44160.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44265.246094 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -44265.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44349.066406 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -44349.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44399.500000 Penalty: 3069.378906
	Iteration 13Q: 3 clusters Score -44399.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44417.839844 Penalty: 3069.378906
	Iteration 14Q: 3 clusters Score -44417.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44445.578125 Penalty: 3069.378906
	Iteration 15Q: 3 clusters Score -44445.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44466.289062 Penalty: 3069.378906
	Iteration 16Q: 3 clusters Score -44466.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44491.214844 Penalty: 3069.378906
	Iteration 17Q: 3 clusters Score -44491.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44529.304688 Penalty: 3069.378906
	Iteration 18Q: 3 clusters Score -44529.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44579.906250 Penalty: 3069.378906
	Iteration 19Q: 3 clusters Score -44579.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44695.949219 Penalty: 3069.378906
	Iteration 20F: 3 clusters Score -44695.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -45015.230469 Penalty: 3069.378906
	Iteration 21Q: 3 clusters Score -45015.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45260.082031 Penalty: 3069.378906
	Iteration 22Q: 3 clusters Score -45260.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45268.906250 Penalty: 3069.378906
	Iteration 23Q: 3 clusters Score -45268.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45268.906250 Penalty: 3069.378906
	Iteration 24F: 3 clusters Score -45268.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190693 members 
Mstep: Class 2 contains 80662 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 33113 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13607 members 
Mstep: Class 19 contains 53401 members 
Mstep: Class 20 contains 10463 members 
Mstep: Class 21 contains 19807 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53693 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245327 members 
Mstep: Class 32 contains 11335 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213334 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117517 members 
Mstep: Class 40 contains 312 members 
Mstep: Class 41 contains 208 members 
Entering Unmasked Estep 
Score: -148076224.000000 Penalty: 142708.921875
Splitting cluster 9 changes total score from -148077568.000000 to -148076224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (33113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Entering Unmasked Estep 
Score: -3970728.750000 Penalty: 2581.104980
	Iteration 0F: 2 clusters Score -3970729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -3948112.750000 Penalty: 5162.209961
	Iteration 0F: 3 clusters Score -3948113 nChanged 15029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -3956310.500000 Penalty: 5162.209961
	Iteration 1F: 3 clusters Score -3956310 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -3956919.750000 Penalty: 5162.209961
	Iteration 2F: 3 clusters Score -3956920 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -3957420.250000 Penalty: 5162.209961
	Iteration 3Q: 3 clusters Score -3957420 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -3957959.500000 Penalty: 5162.209961
	Iteration 4Q: 3 clusters Score -3957960 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3958568.250000 Penalty: 5162.209961
	Iteration 5Q: 3 clusters Score -3958568 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -3959281.750000 Penalty: 5162.209961
	Iteration 6Q: 3 clusters Score -3959282 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3960045.250000 Penalty: 5162.209961
	Iteration 7Q: 3 clusters Score -3960045 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -3960771.750000 Penalty: 5162.209961
	Iteration 8Q: 3 clusters Score -3960772 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -3961439.750000 Penalty: 5162.209961
	Iteration 9Q: 3 clusters Score -3961440 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -3962051.500000 Penalty: 5162.209961
	Iteration 10Q: 3 clusters Score -3962052 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -3962671.500000 Penalty: 5162.209961
	Iteration 11Q: 3 clusters Score -3962672 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -3963308.750000 Penalty: 5162.209961
	Iteration 12Q: 3 clusters Score -3963309 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -3963892.000000 Penalty: 5162.209961
	Iteration 13Q: 3 clusters Score -3963892 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -3964332.750000 Penalty: 5162.209961
	Iteration 14Q: 3 clusters Score -3964333 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3964733.750000 Penalty: 5162.209961
	Iteration 15Q: 3 clusters Score -3964734 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -3964985.750000 Penalty: 5162.209961
	Iteration 16Q: 3 clusters Score -3964986 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -3965169.750000 Penalty: 5162.209961
	Iteration 17Q: 3 clusters Score -3965170 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -3965314.500000 Penalty: 5162.209961
	Iteration 18Q: 3 clusters Score -3965314 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -3965453.250000 Penalty: 5162.209961
	Iteration 19Q: 3 clusters Score -3965453 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -3965534.500000 Penalty: 5162.209961
	Iteration 20F: 3 clusters Score -3965534 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3965639.750000 Penalty: 5162.209961
	Iteration 21Q: 3 clusters Score -3965640 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -3965721.750000 Penalty: 5162.209961
	Iteration 22Q: 3 clusters Score -3965722 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3965795.250000 Penalty: 5162.209961
	Iteration 23Q: 3 clusters Score -3965795 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -3965879.500000 Penalty: 5162.209961
	Iteration 24Q: 3 clusters Score -3965880 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -3965985.250000 Penalty: 5162.209961
	Iteration 25Q: 3 clusters Score -3965985 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -3966074.750000 Penalty: 5162.209961
	Iteration 26Q: 3 clusters Score -3966075 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -3966175.750000 Penalty: 5162.209961
	Iteration 27Q: 3 clusters Score -3966176 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -3966302.250000 Penalty: 5162.209961
	Iteration 28Q: 3 clusters Score -3966302 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3966435.000000 Penalty: 5162.209961
	Iteration 29Q: 3 clusters Score -3966435 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -3966567.000000 Penalty: 5162.209961
	Iteration 30Q: 3 clusters Score -3966567 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -3966668.250000 Penalty: 5162.209961
	Iteration 31Q: 3 clusters Score -3966668 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3966791.250000 Penalty: 5162.209961
	Iteration 32Q: 3 clusters Score -3966791 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -3966911.750000 Penalty: 5162.209961
	Iteration 33Q: 3 clusters Score -3966912 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -3967025.250000 Penalty: 5162.209961
	Iteration 34Q: 3 clusters Score -3967025 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3967141.500000 Penalty: 5162.209961
	Iteration 35Q: 3 clusters Score -3967142 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3967244.500000 Penalty: 5162.209961
	Iteration 36Q: 3 clusters Score -3967244 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -3967388.750000 Penalty: 5162.209961
	Iteration 37Q: 3 clusters Score -3967389 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -3967495.750000 Penalty: 5162.209961
	Iteration 38Q: 3 clusters Score -3967496 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -3967623.000000 Penalty: 5162.209961
	Iteration 39Q: 3 clusters Score -3967623 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -3967752.750000 Penalty: 5162.209961
	Iteration 40F: 3 clusters Score -3967753 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -3967853.750000 Penalty: 5162.209961
	Iteration 41Q: 3 clusters Score -3967854 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -3967992.500000 Penalty: 5162.209961
	Iteration 42Q: 3 clusters Score -3967992 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -3968069.750000 Penalty: 5162.209961
	Iteration 43Q: 3 clusters Score -3968070 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -3968117.750000 Penalty: 5162.209961
	Iteration 44Q: 3 clusters Score -3968118 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3968180.250000 Penalty: 5162.209961
	Iteration 45Q: 3 clusters Score -3968180 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -3968229.000000 Penalty: 5162.209961
	Iteration 46Q: 3 clusters Score -3968229 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -3968290.250000 Penalty: 5162.209961
	Iteration 47Q: 3 clusters Score -3968290 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -3968318.750000 Penalty: 5162.209961
	Iteration 48Q: 3 clusters Score -3968319 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -3968380.500000 Penalty: 5162.209961
	Iteration 49Q: 3 clusters Score -3968380 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -3968412.750000 Penalty: 5162.209961
	Iteration 50Q: 3 clusters Score -3968413 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -3968441.750000 Penalty: 5162.209961
	Iteration 51Q: 3 clusters Score -3968442 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -3968467.500000 Penalty: 5162.209961
	Iteration 52Q: 3 clusters Score -3968468 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -3968504.000000 Penalty: 5162.209961
	Iteration 53Q: 3 clusters Score -3968504 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -3968544.500000 Penalty: 5162.209961
	Iteration 54Q: 3 clusters Score -3968544 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -3968574.000000 Penalty: 5162.209961
	Iteration 55Q: 3 clusters Score -3968574 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -3968602.500000 Penalty: 5162.209961
	Iteration 56Q: 3 clusters Score -3968602 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -3968637.750000 Penalty: 5162.209961
	Iteration 57Q: 3 clusters Score -3968638 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -3968670.500000 Penalty: 5162.209961
	Iteration 58Q: 3 clusters Score -3968670 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -3968697.750000 Penalty: 5162.209961
	Iteration 59Q: 3 clusters Score -3968698 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -3968714.500000 Penalty: 5162.209961
	Iteration 60F: 3 clusters Score -3968714 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3968728.750000 Penalty: 5162.209961
	Iteration 61Q: 3 clusters Score -3968729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -3968747.750000 Penalty: 5162.209961
	Iteration 62Q: 3 clusters Score -3968748 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -3968768.000000 Penalty: 5162.209961
	Iteration 63Q: 3 clusters Score -3968768 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -3968777.000000 Penalty: 5162.209961
	Iteration 64Q: 3 clusters Score -3968777 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -3968793.250000 Penalty: 5162.209961
	Iteration 65Q: 3 clusters Score -3968793 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -3968812.250000 Penalty: 5162.209961
	Iteration 66Q: 3 clusters Score -3968812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3968820.750000 Penalty: 5162.209961
	Iteration 67Q: 3 clusters Score -3968821 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -3968822.000000 Penalty: 5162.209961
	Iteration 68Q: 3 clusters Score -3968822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -3968834.000000 Penalty: 5162.209961
	Iteration 69Q: 3 clusters Score -3968834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -3968841.500000 Penalty: 5162.209961
	Iteration 70Q: 3 clusters Score -3968842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -3968846.000000 Penalty: 5162.209961
	Iteration 71Q: 3 clusters Score -3968846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -3968859.000000 Penalty: 5162.209961
	Iteration 72Q: 3 clusters Score -3968859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -3968858.250000 Penalty: 5162.209961
	Iteration 73Q: 3 clusters Score -3968858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -3968866.500000 Penalty: 5162.209961
	Iteration 74Q: 3 clusters Score -3968866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -3968869.000000 Penalty: 5162.209961
	Iteration 75Q: 3 clusters Score -3968869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -3968876.500000 Penalty: 5162.209961
	Iteration 76Q: 3 clusters Score -3968876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -3968878.250000 Penalty: 5162.209961
	Iteration 77Q: 3 clusters Score -3968878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -3968879.500000 Penalty: 5162.209961
	Iteration 78Q: 3 clusters Score -3968880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -3968877.500000 Penalty: 5162.209961
	Iteration 79Q: 3 clusters Score -3968878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -3968874.500000 Penalty: 5162.209961
	Iteration 80F: 3 clusters Score -3968874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -3968874.750000 Penalty: 5162.209961
	Iteration 81Q: 3 clusters Score -3968875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -3968872.000000 Penalty: 5162.209961
	Iteration 82Q: 3 clusters Score -3968872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -3968869.750000 Penalty: 5162.209961
	Iteration 83Q: 3 clusters Score -3968870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -3968868.500000 Penalty: 5162.209961
	Iteration 84Q: 3 clusters Score -3968868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -3968872.250000 Penalty: 5162.209961
	Iteration 85Q: 3 clusters Score -3968872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -3968871.500000 Penalty: 5162.209961
	Iteration 86Q: 3 clusters Score -3968872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -3968881.250000 Penalty: 5162.209961
	Iteration 87Q: 3 clusters Score -3968881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -3968881.000000 Penalty: 5162.209961
	Iteration 88Q: 3 clusters Score -3968881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -3968887.750000 Penalty: 5162.209961
	Iteration 89Q: 3 clusters Score -3968888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -3968885.500000 Penalty: 5162.209961
	Iteration 90Q: 3 clusters Score -3968886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -3968884.750000 Penalty: 5162.209961
	Iteration 91Q: 3 clusters Score -3968885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -3968883.000000 Penalty: 5162.209961
	Iteration 92Q: 3 clusters Score -3968883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -3968883.000000 Penalty: 5162.209961
	Iteration 93F: 3 clusters Score -3968883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Entering Unmasked Estep 
Score: -1037415.125000 Penalty: 2252.461670
	Iteration 0F: 2 clusters Score -1037415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1030435.812500 Penalty: 4504.923340
	Iteration 0F: 3 clusters Score -1030436 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1032423.625000 Penalty: 4504.923340
	Iteration 1F: 3 clusters Score -1032424 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1032923.125000 Penalty: 4504.923340
	Iteration 2F: 3 clusters Score -1032923 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1033476.125000 Penalty: 4504.923340
	Iteration 3F: 3 clusters Score -1033476 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1033944.625000 Penalty: 4504.923340
	Iteration 4F: 3 clusters Score -1033945 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1034410.687500 Penalty: 4504.923340
	Iteration 5F: 3 clusters Score -1034411 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1034811.437500 Penalty: 4504.923340
	Iteration 6F: 3 clusters Score -1034811 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1035184.500000 Penalty: 4504.923340
	Iteration 7F: 3 clusters Score -1035184 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1035478.812500 Penalty: 4504.923340
	Iteration 8F: 3 clusters Score -1035479 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1035702.187500 Penalty: 4504.923340
	Iteration 9Q: 3 clusters Score -1035702 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1035843.812500 Penalty: 4504.923340
	Iteration 10Q: 3 clusters Score -1035844 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1035951.500000 Penalty: 4504.923340
	Iteration 11Q: 3 clusters Score -1035952 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1036040.812500 Penalty: 4504.923340
	Iteration 12Q: 3 clusters Score -1036041 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1036100.250000 Penalty: 4504.923340
	Iteration 13Q: 3 clusters Score -1036100 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1036133.562500 Penalty: 4504.923340
	Iteration 14Q: 3 clusters Score -1036134 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1036158.687500 Penalty: 4504.923340
	Iteration 15Q: 3 clusters Score -1036159 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1036180.125000 Penalty: 4504.923340
	Iteration 16Q: 3 clusters Score -1036180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1036200.125000 Penalty: 4504.923340
	Iteration 17Q: 3 clusters Score -1036200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1036217.250000 Penalty: 4504.923340
	Iteration 18Q: 3 clusters Score -1036217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1036231.625000 Penalty: 4504.923340
	Iteration 19Q: 3 clusters Score -1036232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1036240.500000 Penalty: 4504.923340
	Iteration 20F: 3 clusters Score -1036240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1036252.625000 Penalty: 4504.923340
	Iteration 21Q: 3 clusters Score -1036253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1036262.187500 Penalty: 4504.923340
	Iteration 22Q: 3 clusters Score -1036262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1036271.125000 Penalty: 4504.923340
	Iteration 23Q: 3 clusters Score -1036271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1036280.500000 Penalty: 4504.923340
	Iteration 24Q: 3 clusters Score -1036280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1036286.875000 Penalty: 4504.923340
	Iteration 25Q: 3 clusters Score -1036287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1036300.437500 Penalty: 4504.923340
	Iteration 26Q: 3 clusters Score -1036300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1036312.187500 Penalty: 4504.923340
	Iteration 27Q: 3 clusters Score -1036312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1036319.375000 Penalty: 4504.923340
	Iteration 28Q: 3 clusters Score -1036319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1036329.500000 Penalty: 4504.923340
	Iteration 29Q: 3 clusters Score -1036330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1036331.000000 Penalty: 4504.923340
	Iteration 30Q: 3 clusters Score -1036331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1036335.875000 Penalty: 4504.923340
	Iteration 31Q: 3 clusters Score -1036336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1036337.500000 Penalty: 4504.923340
	Iteration 32Q: 3 clusters Score -1036338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1036340.625000 Penalty: 4504.923340
	Iteration 33Q: 3 clusters Score -1036341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1036340.250000 Penalty: 4504.923340
	Iteration 34Q: 3 clusters Score -1036340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1036341.562500 Penalty: 4504.923340
	Iteration 35Q: 3 clusters Score -1036342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1036344.187500 Penalty: 4504.923340
	Iteration 36Q: 3 clusters Score -1036344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1036346.812500 Penalty: 4504.923340
	Iteration 37Q: 3 clusters Score -1036347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1036350.250000 Penalty: 4504.923340
	Iteration 38Q: 3 clusters Score -1036350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1036350.812500 Penalty: 4504.923340
	Iteration 39Q: 3 clusters Score -1036351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1036352.875000 Penalty: 4504.923340
	Iteration 40F: 3 clusters Score -1036353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1036351.812500 Penalty: 4504.923340
	Iteration 41Q: 3 clusters Score -1036352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1036353.625000 Penalty: 4504.923340
	Iteration 42Q: 3 clusters Score -1036354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1036354.812500 Penalty: 4504.923340
	Iteration 43Q: 3 clusters Score -1036355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1036356.000000 Penalty: 4504.923340
	Iteration 44Q: 3 clusters Score -1036356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1036359.062500 Penalty: 4504.923340
	Iteration 45Q: 3 clusters Score -1036359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1036360.250000 Penalty: 4504.923340
	Iteration 46Q: 3 clusters Score -1036360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1036362.312500 Penalty: 4504.923340
	Iteration 47Q: 3 clusters Score -1036362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1036365.000000 Penalty: 4504.923340
	Iteration 48Q: 3 clusters Score -1036365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1036364.562500 Penalty: 4504.923340
	Iteration 49Q: 3 clusters Score -1036365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1036364.562500 Penalty: 4504.923340
	Iteration 50F: 3 clusters Score -1036365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Entering Unmasked Estep 
Score: -2554217.250000 Penalty: 2473.931152
	Iteration 0F: 2 clusters Score -2554217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2539251.500000 Penalty: 4947.862305
	Iteration 0F: 3 clusters Score -2539252 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2544418.500000 Penalty: 4947.862305
	Iteration 1F: 3 clusters Score -2544418 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -2544868.250000 Penalty: 4947.862305
	Iteration 2F: 3 clusters Score -2544868 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2545262.500000 Penalty: 4947.862305
	Iteration 3Q: 3 clusters Score -2545262 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2545648.000000 Penalty: 4947.862305
	Iteration 4Q: 3 clusters Score -2545648 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -2546048.500000 Penalty: 4947.862305
	Iteration 5Q: 3 clusters Score -2546048 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -2546471.750000 Penalty: 4947.862305
	Iteration 6Q: 3 clusters Score -2546472 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -2546942.000000 Penalty: 4947.862305
	Iteration 7Q: 3 clusters Score -2546942 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -2547470.000000 Penalty: 4947.862305
	Iteration 8Q: 3 clusters Score -2547470 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2548012.500000 Penalty: 4947.862305
	Iteration 9Q: 3 clusters Score -2548012 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2548600.250000 Penalty: 4947.862305
	Iteration 10Q: 3 clusters Score -2548600 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -2549272.750000 Penalty: 4947.862305
	Iteration 11Q: 3 clusters Score -2549273 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2549959.750000 Penalty: 4947.862305
	Iteration 12Q: 3 clusters Score -2549960 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2550687.500000 Penalty: 4947.862305
	Iteration 13Q: 3 clusters Score -2550688 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2551370.000000 Penalty: 4947.862305
	Iteration 14Q: 3 clusters Score -2551370 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2551907.750000 Penalty: 4947.862305
	Iteration 15Q: 3 clusters Score -2551908 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2552289.000000 Penalty: 4947.862305
	Iteration 16Q: 3 clusters Score -2552289 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2552552.250000 Penalty: 4947.862305
	Iteration 17Q: 3 clusters Score -2552552 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2552744.500000 Penalty: 4947.862305
	Iteration 18Q: 3 clusters Score -2552744 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2552865.750000 Penalty: 4947.862305
	Iteration 19Q: 3 clusters Score -2552866 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2552954.000000 Penalty: 4947.862305
	Iteration 20F: 3 clusters Score -2552954 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2553040.750000 Penalty: 4947.862305
	Iteration 21Q: 3 clusters Score -2553041 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2553090.250000 Penalty: 4947.862305
	Iteration 22Q: 3 clusters Score -2553090 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2553172.500000 Penalty: 4947.862305
	Iteration 23Q: 3 clusters Score -2553172 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2553233.250000 Penalty: 4947.862305
	Iteration 24Q: 3 clusters Score -2553233 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2553264.750000 Penalty: 4947.862305
	Iteration 25Q: 3 clusters Score -2553265 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2553315.250000 Penalty: 4947.862305
	Iteration 26Q: 3 clusters Score -2553315 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2553346.750000 Penalty: 4947.862305
	Iteration 27Q: 3 clusters Score -2553347 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2553364.750000 Penalty: 4947.862305
	Iteration 28Q: 3 clusters Score -2553365 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2553369.250000 Penalty: 4947.862305
	Iteration 29Q: 3 clusters Score -2553369 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2553384.750000 Penalty: 4947.862305
	Iteration 30Q: 3 clusters Score -2553385 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2553386.250000 Penalty: 4947.862305
	Iteration 31Q: 3 clusters Score -2553386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -2553389.000000 Penalty: 4947.862305
	Iteration 32Q: 3 clusters Score -2553389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2553395.500000 Penalty: 4947.862305
	Iteration 33Q: 3 clusters Score -2553396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2553404.250000 Penalty: 4947.862305
	Iteration 34Q: 3 clusters Score -2553404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2553409.250000 Penalty: 4947.862305
	Iteration 35Q: 3 clusters Score -2553409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2553412.250000 Penalty: 4947.862305
	Iteration 36Q: 3 clusters Score -2553412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -2553408.500000 Penalty: 4947.862305
	Iteration 37Q: 3 clusters Score -2553408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2553407.250000 Penalty: 4947.862305
	Iteration 38Q: 3 clusters Score -2553407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2553405.750000 Penalty: 4947.862305
	Iteration 39Q: 3 clusters Score -2553406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2553405.000000 Penalty: 4947.862305
	Iteration 40F: 3 clusters Score -2553405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2553407.000000 Penalty: 4947.862305
	Iteration 41Q: 3 clusters Score -2553407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2553409.500000 Penalty: 4947.862305
	Iteration 42Q: 3 clusters Score -2553410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2553408.250000 Penalty: 4947.862305
	Iteration 43Q: 3 clusters Score -2553408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2553408.250000 Penalty: 4947.862305
	Iteration 44F: 3 clusters Score -2553408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Entering Unmasked Estep 
Score: -315519.281250 Penalty: 1954.345703
	Iteration 0F: 2 clusters Score -315519.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -312518.437500 Penalty: 3908.691406
	Iteration 0F: 3 clusters Score -312518.4 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -313178.906250 Penalty: 3908.691406
	Iteration 1F: 3 clusters Score -313178.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -313410.468750 Penalty: 3908.691406
	Iteration 2F: 3 clusters Score -313410.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -313656.312500 Penalty: 3908.691406
	Iteration 3F: 3 clusters Score -313656.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -313872.843750 Penalty: 3908.691406
	Iteration 4F: 3 clusters Score -313872.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -314019.562500 Penalty: 3908.691406
	Iteration 5F: 3 clusters Score -314019.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -314147.656250 Penalty: 3908.691406
	Iteration 6Q: 3 clusters Score -314147.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -314253.500000 Penalty: 3908.691406
	Iteration 7Q: 3 clusters Score -314253.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -314362.718750 Penalty: 3908.691406
	Iteration 8Q: 3 clusters Score -314362.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -314493.531250 Penalty: 3908.691406
	Iteration 9Q: 3 clusters Score -314493.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -314606.750000 Penalty: 3908.691406
	Iteration 10Q: 3 clusters Score -314606.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -314707.218750 Penalty: 3908.691406
	Iteration 11Q: 3 clusters Score -314707.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -314770.468750 Penalty: 3908.691406
	Iteration 12Q: 3 clusters Score -314770.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -314813.750000 Penalty: 3908.691406
	Iteration 13Q: 3 clusters Score -314813.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -314857.000000 Penalty: 3908.691406
	Iteration 14Q: 3 clusters Score -314857 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -314932.187500 Penalty: 3908.691406
	Iteration 15Q: 3 clusters Score -314932.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -314979.843750 Penalty: 3908.691406
	Iteration 16Q: 3 clusters Score -314979.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -315025.406250 Penalty: 3908.691406
	Iteration 17Q: 3 clusters Score -315025.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -315075.812500 Penalty: 3908.691406
	Iteration 18Q: 3 clusters Score -315075.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -315125.343750 Penalty: 3908.691406
	Iteration 19Q: 3 clusters Score -315125.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -315167.781250 Penalty: 3908.691406
	Iteration 20F: 3 clusters Score -315167.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -315191.812500 Penalty: 3908.691406
	Iteration 21Q: 3 clusters Score -315191.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -315207.062500 Penalty: 3908.691406
	Iteration 22Q: 3 clusters Score -315207.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -315213.312500 Penalty: 3908.691406
	Iteration 23Q: 3 clusters Score -315213.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -315217.875000 Penalty: 3908.691406
	Iteration 24Q: 3 clusters Score -315217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -315221.656250 Penalty: 3908.691406
	Iteration 25Q: 3 clusters Score -315221.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -315228.531250 Penalty: 3908.691406
	Iteration 26Q: 3 clusters Score -315228.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -315233.812500 Penalty: 3908.691406
	Iteration 27Q: 3 clusters Score -315233.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -315236.562500 Penalty: 3908.691406
	Iteration 28Q: 3 clusters Score -315236.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -315238.593750 Penalty: 3908.691406
	Iteration 29Q: 3 clusters Score -315238.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -315239.187500 Penalty: 3908.691406
	Iteration 30Q: 3 clusters Score -315239.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -315240.625000 Penalty: 3908.691406
	Iteration 31Q: 3 clusters Score -315240.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -315240.468750 Penalty: 3908.691406
	Iteration 32Q: 3 clusters Score -315240.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -315240.968750 Penalty: 3908.691406
	Iteration 33Q: 3 clusters Score -315241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -315240.968750 Penalty: 3908.691406
	Iteration 34F: 3 clusters Score -315241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Entering Unmasked Estep 
Score: -1034409.312500 Penalty: 2249.285156
	Iteration 0F: 2 clusters Score -1034409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1027600.750000 Penalty: 4498.570312
	Iteration 0F: 3 clusters Score -1027601 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1029490.312500 Penalty: 4498.570312
	Iteration 1F: 3 clusters Score -1029490 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1029765.500000 Penalty: 4498.570312
	Iteration 2F: 3 clusters Score -1029766 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1030004.937500 Penalty: 4498.570312
	Iteration 3F: 3 clusters Score -1030005 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1030223.250000 Penalty: 4498.570312
	Iteration 4Q: 3 clusters Score -1030223 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1030446.812500 Penalty: 4498.570312
	Iteration 5Q: 3 clusters Score -1030447 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1030696.375000 Penalty: 4498.570312
	Iteration 6Q: 3 clusters Score -1030696 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1030973.312500 Penalty: 4498.570312
	Iteration 7Q: 3 clusters Score -1030973 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1031299.375000 Penalty: 4498.570312
	Iteration 8F: 3 clusters Score -1031299 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1031626.312500 Penalty: 4498.570312
	Iteration 9Q: 3 clusters Score -1031626 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1031892.375000 Penalty: 4498.570312
	Iteration 10Q: 3 clusters Score -1031892 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1032090.375000 Penalty: 4498.570312
	Iteration 11Q: 3 clusters Score -1032090 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1032234.562500 Penalty: 4498.570312
	Iteration 12Q: 3 clusters Score -1032235 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1032330.125000 Penalty: 4498.570312
	Iteration 13Q: 3 clusters Score -1032330 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1032390.437500 Penalty: 4498.570312
	Iteration 14Q: 3 clusters Score -1032390 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1032438.687500 Penalty: 4498.570312
	Iteration 15Q: 3 clusters Score -1032439 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1032470.062500 Penalty: 4498.570312
	Iteration 16Q: 3 clusters Score -1032470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1032490.000000 Penalty: 4498.570312
	Iteration 17Q: 3 clusters Score -1032490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1032504.562500 Penalty: 4498.570312
	Iteration 18Q: 3 clusters Score -1032505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1032518.000000 Penalty: 4498.570312
	Iteration 19Q: 3 clusters Score -1032518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1032523.187500 Penalty: 4498.570312
	Iteration 20F: 3 clusters Score -1032523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1032529.375000 Penalty: 4498.570312
	Iteration 21Q: 3 clusters Score -1032529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1032532.187500 Penalty: 4498.570312
	Iteration 22Q: 3 clusters Score -1032532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1032536.625000 Penalty: 4498.570312
	Iteration 23Q: 3 clusters Score -1032537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1032541.562500 Penalty: 4498.570312
	Iteration 24Q: 3 clusters Score -1032542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1032544.875000 Penalty: 4498.570312
	Iteration 25Q: 3 clusters Score -1032545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1032548.062500 Penalty: 4498.570312
	Iteration 26Q: 3 clusters Score -1032548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1032552.750000 Penalty: 4498.570312
	Iteration 27Q: 3 clusters Score -1032553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1032554.187500 Penalty: 4498.570312
	Iteration 28Q: 3 clusters Score -1032554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1032555.500000 Penalty: 4498.570312
	Iteration 29Q: 3 clusters Score -1032556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1032556.312500 Penalty: 4498.570312
	Iteration 30Q: 3 clusters Score -1032556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1032557.812500 Penalty: 4498.570312
	Iteration 31Q: 3 clusters Score -1032558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1032559.750000 Penalty: 4498.570312
	Iteration 32Q: 3 clusters Score -1032560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1032558.000000 Penalty: 4498.570312
	Iteration 33Q: 3 clusters Score -1032558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1032558.937500 Penalty: 4498.570312
	Iteration 34Q: 3 clusters Score -1032559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1032560.687500 Penalty: 4498.570312
	Iteration 35Q: 3 clusters Score -1032561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1032563.875000 Penalty: 4498.570312
	Iteration 36Q: 3 clusters Score -1032564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1032562.937500 Penalty: 4498.570312
	Iteration 37Q: 3 clusters Score -1032563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1032563.000000 Penalty: 4498.570312
	Iteration 38Q: 3 clusters Score -1032563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1032563.000000 Penalty: 4498.570312
	Iteration 39F: 3 clusters Score -1032563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Entering Unmasked Estep 
Score: -1115191.875000 Penalty: 2267.284424
	Iteration 0F: 2 clusters Score -1115192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1107997.750000 Penalty: 4534.568848
	Iteration 0F: 3 clusters Score -1107998 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1110077.000000 Penalty: 4534.568848
	Iteration 1F: 3 clusters Score -1110077 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1110403.375000 Penalty: 4534.568848
	Iteration 2F: 3 clusters Score -1110403 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1110700.875000 Penalty: 4534.568848
	Iteration 3F: 3 clusters Score -1110701 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1111005.625000 Penalty: 4534.568848
	Iteration 4F: 3 clusters Score -1111006 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1111330.500000 Penalty: 4534.568848
	Iteration 5F: 3 clusters Score -1111330 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1111689.000000 Penalty: 4534.568848
	Iteration 6F: 3 clusters Score -1111689 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1112003.375000 Penalty: 4534.568848
	Iteration 7F: 3 clusters Score -1112003 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1112254.500000 Penalty: 4534.568848
	Iteration 8Q: 3 clusters Score -1112254 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1112442.125000 Penalty: 4534.568848
	Iteration 9Q: 3 clusters Score -1112442 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1112569.500000 Penalty: 4534.568848
	Iteration 10Q: 3 clusters Score -1112570 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1112659.500000 Penalty: 4534.568848
	Iteration 11Q: 3 clusters Score -1112660 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1112736.375000 Penalty: 4534.568848
	Iteration 12Q: 3 clusters Score -1112736 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1112797.125000 Penalty: 4534.568848
	Iteration 13Q: 3 clusters Score -1112797 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1112853.875000 Penalty: 4534.568848
	Iteration 14Q: 3 clusters Score -1112854 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1112901.625000 Penalty: 4534.568848
	Iteration 15Q: 3 clusters Score -1112902 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1112929.750000 Penalty: 4534.568848
	Iteration 16Q: 3 clusters Score -1112930 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1112953.750000 Penalty: 4534.568848
	Iteration 17Q: 3 clusters Score -1112954 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1112973.875000 Penalty: 4534.568848
	Iteration 18Q: 3 clusters Score -1112974 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1112989.125000 Penalty: 4534.568848
	Iteration 19Q: 3 clusters Score -1112989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1113000.250000 Penalty: 4534.568848
	Iteration 20F: 3 clusters Score -1113000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1113009.625000 Penalty: 4534.568848
	Iteration 21Q: 3 clusters Score -1113010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1113021.250000 Penalty: 4534.568848
	Iteration 22Q: 3 clusters Score -1113021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1113033.000000 Penalty: 4534.568848
	Iteration 23Q: 3 clusters Score -1113033 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1113044.125000 Penalty: 4534.568848
	Iteration 24Q: 3 clusters Score -1113044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1113053.000000 Penalty: 4534.568848
	Iteration 25Q: 3 clusters Score -1113053 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1113065.375000 Penalty: 4534.568848
	Iteration 26Q: 3 clusters Score -1113065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1113073.125000 Penalty: 4534.568848
	Iteration 27Q: 3 clusters Score -1113073 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1113083.250000 Penalty: 4534.568848
	Iteration 28Q: 3 clusters Score -1113083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1113087.000000 Penalty: 4534.568848
	Iteration 29Q: 3 clusters Score -1113087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1113088.750000 Penalty: 4534.568848
	Iteration 30Q: 3 clusters Score -1113089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1113088.750000 Penalty: 4534.568848
	Iteration 31Q: 3 clusters Score -1113089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1113089.750000 Penalty: 4534.568848
	Iteration 32Q: 3 clusters Score -1113090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1113093.625000 Penalty: 4534.568848
	Iteration 33Q: 3 clusters Score -1113094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1113091.625000 Penalty: 4534.568848
	Iteration 34Q: 3 clusters Score -1113092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1113094.375000 Penalty: 4534.568848
	Iteration 35Q: 3 clusters Score -1113094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1113096.875000 Penalty: 4534.568848
	Iteration 36Q: 3 clusters Score -1113097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1113098.500000 Penalty: 4534.568848
	Iteration 37Q: 3 clusters Score -1113098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1113098.375000 Penalty: 4534.568848
	Iteration 38Q: 3 clusters Score -1113098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1113103.875000 Penalty: 4534.568848
	Iteration 39Q: 3 clusters Score -1113104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1113104.750000 Penalty: 4534.568848
	Iteration 40F: 3 clusters Score -1113105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1113105.250000 Penalty: 4534.568848
	Iteration 41Q: 3 clusters Score -1113105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1113106.875000 Penalty: 4534.568848
	Iteration 42Q: 3 clusters Score -1113107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1113109.250000 Penalty: 4534.568848
	Iteration 43Q: 3 clusters Score -1113109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1113109.750000 Penalty: 4534.568848
	Iteration 44Q: 3 clusters Score -1113110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1113111.750000 Penalty: 4534.568848
	Iteration 45Q: 3 clusters Score -1113112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1113114.375000 Penalty: 4534.568848
	Iteration 46Q: 3 clusters Score -1113114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1113115.250000 Penalty: 4534.568848
	Iteration 47Q: 3 clusters Score -1113115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1113120.000000 Penalty: 4534.568848
	Iteration 48Q: 3 clusters Score -1113120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1113119.750000 Penalty: 4534.568848
	Iteration 49Q: 3 clusters Score -1113120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1113117.125000 Penalty: 4534.568848
	Iteration 50Q: 3 clusters Score -1113117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1113122.500000 Penalty: 4534.568848
	Iteration 51Q: 3 clusters Score -1113122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1113121.125000 Penalty: 4534.568848
	Iteration 52Q: 3 clusters Score -1113121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1113122.500000 Penalty: 4534.568848
	Iteration 53Q: 3 clusters Score -1113122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1113122.500000 Penalty: 4534.568848
	Iteration 54F: 3 clusters Score -1113122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -218862.468750 Penalty: 1855.286133
	Iteration 0F: 2 clusters Score -218862.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -216375.078125 Penalty: 3710.572266
	Iteration 0F: 3 clusters Score -216375.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -216768.390625 Penalty: 3710.572266
	Iteration 1F: 3 clusters Score -216768.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -216867.671875 Penalty: 3710.572266
	Iteration 2F: 3 clusters Score -216867.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -216936.578125 Penalty: 3710.572266
	Iteration 3Q: 3 clusters Score -216936.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -216966.953125 Penalty: 3710.572266
	Iteration 4Q: 3 clusters Score -216967 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -216988.562500 Penalty: 3710.572266
	Iteration 5Q: 3 clusters Score -216988.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -217002.359375 Penalty: 3710.572266
	Iteration 6Q: 3 clusters Score -217002.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -217014.812500 Penalty: 3710.572266
	Iteration 7Q: 3 clusters Score -217014.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -217019.718750 Penalty: 3710.572266
	Iteration 8Q: 3 clusters Score -217019.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -217024.296875 Penalty: 3710.572266
	Iteration 9Q: 3 clusters Score -217024.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -217032.187500 Penalty: 3710.572266
	Iteration 10Q: 3 clusters Score -217032.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -217038.796875 Penalty: 3710.572266
	Iteration 11Q: 3 clusters Score -217038.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -217041.921875 Penalty: 3710.572266
	Iteration 12Q: 3 clusters Score -217041.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -217045.390625 Penalty: 3710.572266
	Iteration 13Q: 3 clusters Score -217045.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -217046.390625 Penalty: 3710.572266
	Iteration 14Q: 3 clusters Score -217046.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -217048.156250 Penalty: 3710.572266
	Iteration 15Q: 3 clusters Score -217048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -217049.312500 Penalty: 3710.572266
	Iteration 16Q: 3 clusters Score -217049.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -217052.578125 Penalty: 3710.572266
	Iteration 17Q: 3 clusters Score -217052.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -217053.890625 Penalty: 3710.572266
	Iteration 18Q: 3 clusters Score -217053.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -217054.671875 Penalty: 3710.572266
	Iteration 19Q: 3 clusters Score -217054.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -217055.015625 Penalty: 3710.572266
	Iteration 20F: 3 clusters Score -217055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -217055.765625 Penalty: 3710.572266
	Iteration 21Q: 3 clusters Score -217055.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -217055.765625 Penalty: 3710.572266
	Iteration 22F: 3 clusters Score -217055.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -42888.750000 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -42888.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41553.101562 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -41553.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41748.113281 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -41748.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41802.023438 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -41802.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41811.882812 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -41811.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -41818.160156 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -41818.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -41824.800781 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -41824.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -41828.402344 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -41828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41831.484375 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -41831.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41833.054688 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -41833.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41833.054688 Penalty: 2976.701660
	Iteration 9F: 3 clusters Score -41833.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Entering Unmasked Estep 
Score: -1527102.250000 Penalty: 2360.548340
	Iteration 0F: 2 clusters Score -1527102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1517109.625000 Penalty: 4721.096680
	Iteration 0F: 3 clusters Score -1517110 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1520254.875000 Penalty: 4721.096680
	Iteration 1F: 3 clusters Score -1520255 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1520682.625000 Penalty: 4721.096680
	Iteration 2F: 3 clusters Score -1520683 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1521087.000000 Penalty: 4721.096680
	Iteration 3F: 3 clusters Score -1521087 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1521407.625000 Penalty: 4721.096680
	Iteration 4F: 3 clusters Score -1521408 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1521684.375000 Penalty: 4721.096680
	Iteration 5Q: 3 clusters Score -1521684 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1521941.125000 Penalty: 4721.096680
	Iteration 6Q: 3 clusters Score -1521941 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1522211.875000 Penalty: 4721.096680
	Iteration 7Q: 3 clusters Score -1522212 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1522499.875000 Penalty: 4721.096680
	Iteration 8Q: 3 clusters Score -1522500 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1522800.750000 Penalty: 4721.096680
	Iteration 9Q: 3 clusters Score -1522801 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1523093.500000 Penalty: 4721.096680
	Iteration 10Q: 3 clusters Score -1523094 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1523426.000000 Penalty: 4721.096680
	Iteration 11Q: 3 clusters Score -1523426 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1523781.625000 Penalty: 4721.096680
	Iteration 12Q: 3 clusters Score -1523782 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1524154.625000 Penalty: 4721.096680
	Iteration 13Q: 3 clusters Score -1524155 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1524474.875000 Penalty: 4721.096680
	Iteration 14Q: 3 clusters Score -1524475 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1524715.125000 Penalty: 4721.096680
	Iteration 15Q: 3 clusters Score -1524715 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1524920.750000 Penalty: 4721.096680
	Iteration 16Q: 3 clusters Score -1524921 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1525067.625000 Penalty: 4721.096680
	Iteration 17Q: 3 clusters Score -1525068 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1525177.500000 Penalty: 4721.096680
	Iteration 18Q: 3 clusters Score -1525178 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1525249.375000 Penalty: 4721.096680
	Iteration 19Q: 3 clusters Score -1525249 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1525300.625000 Penalty: 4721.096680
	Iteration 20F: 3 clusters Score -1525301 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1525341.750000 Penalty: 4721.096680
	Iteration 21Q: 3 clusters Score -1525342 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1525384.875000 Penalty: 4721.096680
	Iteration 22Q: 3 clusters Score -1525385 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1525429.875000 Penalty: 4721.096680
	Iteration 23Q: 3 clusters Score -1525430 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1525464.875000 Penalty: 4721.096680
	Iteration 24Q: 3 clusters Score -1525465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1525500.625000 Penalty: 4721.096680
	Iteration 25Q: 3 clusters Score -1525501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1525523.625000 Penalty: 4721.096680
	Iteration 26Q: 3 clusters Score -1525524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1525542.125000 Penalty: 4721.096680
	Iteration 27Q: 3 clusters Score -1525542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1525558.125000 Penalty: 4721.096680
	Iteration 28Q: 3 clusters Score -1525558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1525576.375000 Penalty: 4721.096680
	Iteration 29Q: 3 clusters Score -1525576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1525588.750000 Penalty: 4721.096680
	Iteration 30Q: 3 clusters Score -1525589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1525608.000000 Penalty: 4721.096680
	Iteration 31Q: 3 clusters Score -1525608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1525622.750000 Penalty: 4721.096680
	Iteration 32Q: 3 clusters Score -1525623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1525639.000000 Penalty: 4721.096680
	Iteration 33Q: 3 clusters Score -1525639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1525644.000000 Penalty: 4721.096680
	Iteration 34Q: 3 clusters Score -1525644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1525649.875000 Penalty: 4721.096680
	Iteration 35Q: 3 clusters Score -1525650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1525653.625000 Penalty: 4721.096680
	Iteration 36Q: 3 clusters Score -1525654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1525653.125000 Penalty: 4721.096680
	Iteration 37Q: 3 clusters Score -1525653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1525655.125000 Penalty: 4721.096680
	Iteration 38Q: 3 clusters Score -1525655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1525657.250000 Penalty: 4721.096680
	Iteration 39Q: 3 clusters Score -1525657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1525655.875000 Penalty: 4721.096680
	Iteration 40F: 3 clusters Score -1525656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1525658.125000 Penalty: 4721.096680
	Iteration 41Q: 3 clusters Score -1525658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1525658.375000 Penalty: 4721.096680
	Iteration 42Q: 3 clusters Score -1525658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1525660.000000 Penalty: 4721.096680
	Iteration 43Q: 3 clusters Score -1525660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1525660.000000 Penalty: 4721.096680
	Iteration 44F: 3 clusters Score -1525660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Entering Unmasked Estep 
Score: -6169624.500000 Penalty: 2699.625000
	Iteration 0F: 2 clusters Score -6169624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -6133731.000000 Penalty: 5399.250000
	Iteration 0F: 3 clusters Score -6133731 nChanged 24668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -6147518.500000 Penalty: 5399.250000
	Iteration 1F: 3 clusters Score -6147518 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -6148359.500000 Penalty: 5399.250000
	Iteration 2Q: 3 clusters Score -6148360 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -6149323.000000 Penalty: 5399.250000
	Iteration 3Q: 3 clusters Score -6149323 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -6150537.000000 Penalty: 5399.250000
	Iteration 4Q: 3 clusters Score -6150537 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -6152152.500000 Penalty: 5399.250000
	Iteration 5F: 3 clusters Score -6152152 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -6154394.500000 Penalty: 5399.250000
	Iteration 6F: 3 clusters Score -6154394 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -6157134.000000 Penalty: 5399.250000
	Iteration 7F: 3 clusters Score -6157134 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -6160379.000000 Penalty: 5399.250000
	Iteration 8F: 3 clusters Score -6160379 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -6163419.500000 Penalty: 5399.250000
	Iteration 9F: 3 clusters Score -6163420 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -6165246.000000 Penalty: 5399.250000
	Iteration 10Q: 3 clusters Score -6165246 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -6166064.500000 Penalty: 5399.250000
	Iteration 11Q: 3 clusters Score -6166064 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -6166519.500000 Penalty: 5399.250000
	Iteration 12Q: 3 clusters Score -6166520 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -6166806.500000 Penalty: 5399.250000
	Iteration 13Q: 3 clusters Score -6166806 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -6166973.500000 Penalty: 5399.250000
	Iteration 14Q: 3 clusters Score -6166974 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -6167054.000000 Penalty: 5399.250000
	Iteration 15Q: 3 clusters Score -6167054 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -6167095.000000 Penalty: 5399.250000
	Iteration 16Q: 3 clusters Score -6167095 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -6167139.000000 Penalty: 5399.250000
	Iteration 17Q: 3 clusters Score -6167139 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -6167178.500000 Penalty: 5399.250000
	Iteration 18Q: 3 clusters Score -6167178 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -6167185.000000 Penalty: 5399.250000
	Iteration 19Q: 3 clusters Score -6167185 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -6167212.000000 Penalty: 5399.250000
	Iteration 20F: 3 clusters Score -6167212 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -6167215.500000 Penalty: 5399.250000
	Iteration 21Q: 3 clusters Score -6167216 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -6167221.500000 Penalty: 5399.250000
	Iteration 22Q: 3 clusters Score -6167222 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -6167225.500000 Penalty: 5399.250000
	Iteration 23Q: 3 clusters Score -6167226 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -6167252.000000 Penalty: 5399.250000
	Iteration 24Q: 3 clusters Score -6167252 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -6167273.000000 Penalty: 5399.250000
	Iteration 25Q: 3 clusters Score -6167273 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -6167270.000000 Penalty: 5399.250000
	Iteration 26Q: 3 clusters Score -6167270 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -6167282.500000 Penalty: 5399.250000
	Iteration 27Q: 3 clusters Score -6167282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -6167286.000000 Penalty: 5399.250000
	Iteration 28Q: 3 clusters Score -6167286 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -6167296.500000 Penalty: 5399.250000
	Iteration 29Q: 3 clusters Score -6167296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -6167288.500000 Penalty: 5399.250000
	Iteration 30Q: 3 clusters Score -6167288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -6167292.500000 Penalty: 5399.250000
	Iteration 31Q: 3 clusters Score -6167292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -6167298.000000 Penalty: 5399.250000
	Iteration 32Q: 3 clusters Score -6167298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -6167300.000000 Penalty: 5399.250000
	Iteration 33Q: 3 clusters Score -6167300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -6167313.500000 Penalty: 5399.250000
	Iteration 34Q: 3 clusters Score -6167314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -6167298.000000 Penalty: 5399.250000
	Iteration 35Q: 3 clusters Score -6167298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -6167296.000000 Penalty: 5399.250000
	Iteration 36Q: 3 clusters Score -6167296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -6167302.000000 Penalty: 5399.250000
	Iteration 37Q: 3 clusters Score -6167302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -6167307.000000 Penalty: 5399.250000
	Iteration 38Q: 3 clusters Score -6167307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -6167303.500000 Penalty: 5399.250000
	Iteration 39Q: 3 clusters Score -6167304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -6167309.000000 Penalty: 5399.250000
	Iteration 40F: 3 clusters Score -6167309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -6167305.000000 Penalty: 5399.250000
	Iteration 41Q: 3 clusters Score -6167305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -6167301.000000 Penalty: 5399.250000
	Iteration 42Q: 3 clusters Score -6167301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -6167298.000000 Penalty: 5399.250000
	Iteration 43Q: 3 clusters Score -6167298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -6167305.500000 Penalty: 5399.250000
	Iteration 44Q: 3 clusters Score -6167306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -6167306.500000 Penalty: 5399.250000
	Iteration 45Q: 3 clusters Score -6167306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -6167305.500000 Penalty: 5399.250000
	Iteration 46Q: 3 clusters Score -6167306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -6167307.000000 Penalty: 5399.250000
	Iteration 47Q: 3 clusters Score -6167307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -6167306.000000 Penalty: 5399.250000
	Iteration 48Q: 3 clusters Score -6167306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -6167303.500000 Penalty: 5399.250000
	Iteration 49Q: 3 clusters Score -6167304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -6167303.000000 Penalty: 5399.250000
	Iteration 50Q: 3 clusters Score -6167303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -6167303.000000 Penalty: 5399.250000
	Iteration 51F: 3 clusters Score -6167303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Entering Unmasked Estep 
Score: -1309720.375000 Penalty: 2295.388916
	Iteration 0F: 2 clusters Score -1309720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1301727.500000 Penalty: 4590.777832
	Iteration 0F: 3 clusters Score -1301728 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1304035.000000 Penalty: 4590.777832
	Iteration 1F: 3 clusters Score -1304035 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1304326.125000 Penalty: 4590.777832
	Iteration 2F: 3 clusters Score -1304326 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1304583.125000 Penalty: 4590.777832
	Iteration 3F: 3 clusters Score -1304583 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1304857.500000 Penalty: 4590.777832
	Iteration 4F: 3 clusters Score -1304858 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1305141.250000 Penalty: 4590.777832
	Iteration 5Q: 3 clusters Score -1305141 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1305472.125000 Penalty: 4590.777832
	Iteration 6Q: 3 clusters Score -1305472 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1305845.000000 Penalty: 4590.777832
	Iteration 7F: 3 clusters Score -1305845 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1306264.500000 Penalty: 4590.777832
	Iteration 8F: 3 clusters Score -1306264 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1306702.750000 Penalty: 4590.777832
	Iteration 9Q: 3 clusters Score -1306703 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1307051.750000 Penalty: 4590.777832
	Iteration 10Q: 3 clusters Score -1307052 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1307278.625000 Penalty: 4590.777832
	Iteration 11Q: 3 clusters Score -1307279 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1307411.625000 Penalty: 4590.777832
	Iteration 12Q: 3 clusters Score -1307412 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1307497.000000 Penalty: 4590.777832
	Iteration 13Q: 3 clusters Score -1307497 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1307559.125000 Penalty: 4590.777832
	Iteration 14Q: 3 clusters Score -1307559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1307608.750000 Penalty: 4590.777832
	Iteration 15Q: 3 clusters Score -1307609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1307636.000000 Penalty: 4590.777832
	Iteration 16Q: 3 clusters Score -1307636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1307653.875000 Penalty: 4590.777832
	Iteration 17Q: 3 clusters Score -1307654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1307665.750000 Penalty: 4590.777832
	Iteration 18Q: 3 clusters Score -1307666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1307679.125000 Penalty: 4590.777832
	Iteration 19Q: 3 clusters Score -1307679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1307695.500000 Penalty: 4590.777832
	Iteration 20F: 3 clusters Score -1307696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1307706.625000 Penalty: 4590.777832
	Iteration 21Q: 3 clusters Score -1307707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1307710.500000 Penalty: 4590.777832
	Iteration 22Q: 3 clusters Score -1307710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1307714.000000 Penalty: 4590.777832
	Iteration 23Q: 3 clusters Score -1307714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1307713.875000 Penalty: 4590.777832
	Iteration 24Q: 3 clusters Score -1307714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1307715.000000 Penalty: 4590.777832
	Iteration 25Q: 3 clusters Score -1307715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1307715.000000 Penalty: 4590.777832
	Iteration 26F: 3 clusters Score -1307715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Entering Unmasked Estep 
Score: -2466702.500000 Penalty: 2453.659912
	Iteration 0F: 2 clusters Score -2466702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2452734.250000 Penalty: 4907.319824
	Iteration 0F: 3 clusters Score -2452734 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2457346.000000 Penalty: 4907.319824
	Iteration 1F: 3 clusters Score -2457346 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2457718.250000 Penalty: 4907.319824
	Iteration 2F: 3 clusters Score -2457718 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2458068.250000 Penalty: 4907.319824
	Iteration 3Q: 3 clusters Score -2458068 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2458385.000000 Penalty: 4907.319824
	Iteration 4Q: 3 clusters Score -2458385 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2458696.750000 Penalty: 4907.319824
	Iteration 5Q: 3 clusters Score -2458697 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2459047.500000 Penalty: 4907.319824
	Iteration 6Q: 3 clusters Score -2459048 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2459425.500000 Penalty: 4907.319824
	Iteration 7Q: 3 clusters Score -2459426 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2459809.500000 Penalty: 4907.319824
	Iteration 8Q: 3 clusters Score -2459810 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2460199.500000 Penalty: 4907.319824
	Iteration 9Q: 3 clusters Score -2460200 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2460674.250000 Penalty: 4907.319824
	Iteration 10Q: 3 clusters Score -2460674 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2461143.500000 Penalty: 4907.319824
	Iteration 11Q: 3 clusters Score -2461144 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2461633.750000 Penalty: 4907.319824
	Iteration 12Q: 3 clusters Score -2461634 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2462083.750000 Penalty: 4907.319824
	Iteration 13Q: 3 clusters Score -2462084 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2462451.500000 Penalty: 4907.319824
	Iteration 14Q: 3 clusters Score -2462452 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2462710.000000 Penalty: 4907.319824
	Iteration 15Q: 3 clusters Score -2462710 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2462875.500000 Penalty: 4907.319824
	Iteration 16Q: 3 clusters Score -2462876 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2462972.000000 Penalty: 4907.319824
	Iteration 17Q: 3 clusters Score -2462972 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -2463063.500000 Penalty: 4907.319824
	Iteration 18Q: 3 clusters Score -2463064 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2463123.000000 Penalty: 4907.319824
	Iteration 19Q: 3 clusters Score -2463123 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2463191.750000 Penalty: 4907.319824
	Iteration 20F: 3 clusters Score -2463192 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2463229.750000 Penalty: 4907.319824
	Iteration 21Q: 3 clusters Score -2463230 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -2463257.250000 Penalty: 4907.319824
	Iteration 22Q: 3 clusters Score -2463257 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2463295.250000 Penalty: 4907.319824
	Iteration 23Q: 3 clusters Score -2463295 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2463329.750000 Penalty: 4907.319824
	Iteration 24Q: 3 clusters Score -2463330 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2463358.000000 Penalty: 4907.319824
	Iteration 25Q: 3 clusters Score -2463358 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2463382.750000 Penalty: 4907.319824
	Iteration 26Q: 3 clusters Score -2463383 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2463404.250000 Penalty: 4907.319824
	Iteration 27Q: 3 clusters Score -2463404 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2463423.000000 Penalty: 4907.319824
	Iteration 28Q: 3 clusters Score -2463423 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2463440.750000 Penalty: 4907.319824
	Iteration 29Q: 3 clusters Score -2463441 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2463477.750000 Penalty: 4907.319824
	Iteration 30Q: 3 clusters Score -2463478 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2463507.500000 Penalty: 4907.319824
	Iteration 31Q: 3 clusters Score -2463508 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2463542.000000 Penalty: 4907.319824
	Iteration 32Q: 3 clusters Score -2463542 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2463574.500000 Penalty: 4907.319824
	Iteration 33Q: 3 clusters Score -2463574 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2463595.500000 Penalty: 4907.319824
	Iteration 34Q: 3 clusters Score -2463596 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2463620.500000 Penalty: 4907.319824
	Iteration 35Q: 3 clusters Score -2463620 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -2463663.750000 Penalty: 4907.319824
	Iteration 36Q: 3 clusters Score -2463664 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2463688.000000 Penalty: 4907.319824
	Iteration 37Q: 3 clusters Score -2463688 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2463707.250000 Penalty: 4907.319824
	Iteration 38Q: 3 clusters Score -2463707 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2463727.250000 Penalty: 4907.319824
	Iteration 39Q: 3 clusters Score -2463727 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2463726.500000 Penalty: 4907.319824
	Iteration 40F: 3 clusters Score -2463726 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2463753.500000 Penalty: 4907.319824
	Iteration 41Q: 3 clusters Score -2463754 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2463772.750000 Penalty: 4907.319824
	Iteration 42Q: 3 clusters Score -2463773 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -2463783.000000 Penalty: 4907.319824
	Iteration 43Q: 3 clusters Score -2463783 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2463798.250000 Penalty: 4907.319824
	Iteration 44Q: 3 clusters Score -2463798 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2463821 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2463833 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2463844 nChanged 72
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Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2463860 nChanged 56
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Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2463874 nChanged 59
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Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2463893 nChanged 75
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Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2463904 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2463914 nChanged 64
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Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2463931 nChanged 90
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Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 3510 members 
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Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 3264 members 
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Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 3189 members 
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Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16829 members 
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Mstep: Class 1 contains 16902 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 16967 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 2666 members 
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Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 2567 members 
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Mstep: Class 1 contains 17281 members 
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Mstep: Class 1 contains 17331 members 
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Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 2423 members 
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Mstep: Class 1 contains 17429 members 
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Mstep: Class 1 contains 17469 members 
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Mstep: Class 1 contains 17503 members 
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Mstep: Class 1 contains 17534 members 
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Mstep: Class 1 contains 17562 members 
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Mstep: Class 1 contains 17594 members 
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	Iteration 93Q: 3 clusters Score -2464570 nChanged 24
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Mstep: Class 1 contains 17618 members 
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	Iteration 94Q: 3 clusters Score -2464577 nChanged 19
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Mstep: Class 1 contains 17637 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17694 members 
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Mstep: Class 1 contains 17712 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17734 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17764 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17795 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17848 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2464627 nChanged 24
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17897 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2464640 nChanged 24
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17950 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2464659 nChanged 32
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Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2464665 nChanged 22
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Mstep: Class 1 contains 18004 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2464673 nChanged 19
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Mstep: Class 1 contains 18040 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2464678 nChanged 14
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2464681 nChanged 12
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	Iteration 114Q: 3 clusters Score -2464688 nChanged 9
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2464686 nChanged 16
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Mstep: Class 1 contains 18089 members 
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	Iteration 116Q: 3 clusters Score -2464687 nChanged 14
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	Iteration 117Q: 3 clusters Score -2464689 nChanged 13
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Mstep: Class 1 contains 18114 members 
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	Iteration 118Q: 3 clusters Score -2464697 nChanged 9
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Mstep: Class 1 contains 18123 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2464692 nChanged 6
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Mstep: Class 1 contains 18129 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2464696 nChanged 5
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Mstep: Class 1 contains 18134 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2464703 nChanged 5
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Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 1668 members 
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	Iteration 122Q: 3 clusters Score -2464700 nChanged 4
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	Iteration 123Q: 3 clusters Score -2464699 nChanged 4
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	Iteration 124Q: 3 clusters Score -2464700 nChanged 7
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	Iteration 125Q: 3 clusters Score -2464704 nChanged 8
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	Iteration 126Q: 3 clusters Score -2464705 nChanged 9
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	Iteration 127Q: 3 clusters Score -2464706 nChanged 6
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	Iteration 128Q: 3 clusters Score -2464706 nChanged 2
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	Iteration 129Q: 3 clusters Score -2464704 nChanged 4
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	Iteration 130Q: 3 clusters Score -2464707 nChanged 4
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	Iteration 131Q: 3 clusters Score -2464709 nChanged 4
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	Iteration 132Q: 3 clusters Score -2464713 nChanged 3
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	Iteration 133Q: 3 clusters Score -2464710 nChanged 3
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	Iteration 134Q: 3 clusters Score -2464711 nChanged 6
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	Iteration 135Q: 3 clusters Score -2464715 nChanged 4
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	Iteration 136Q: 3 clusters Score -2464717 nChanged 4
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	Iteration 137Q: 3 clusters Score -2464714 nChanged 3
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Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2464716 nChanged 4
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Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2464720 nChanged 7
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Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2464719 nChanged 13
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Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2464723 nChanged 15
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Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2464728 nChanged 17
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Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2464735 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2464744 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2464745 nChanged 15
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Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2464745 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2464744 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2464746 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2464749 nChanged 3
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Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2464750 nChanged 4
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Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2464756 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2464757 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2464756 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2464752 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2464751 nChanged 4
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Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2464750 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -2464753 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2464758 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2464762 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -2464765 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2464767 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -2464765 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -2464766 nChanged 3
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Mstep: Class 1 contains 18410 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2464773 nChanged 4
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Mstep: Class 1 contains 18414 members 
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	Iteration 165Q: 3 clusters Score -2464770 nChanged 5
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Mstep: Class 1 contains 18419 members 
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	Iteration 166Q: 3 clusters Score -2464774 nChanged 5
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Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 1383 members 
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	Iteration 167Q: 3 clusters Score -2464774 nChanged 10
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Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -2464780 nChanged 10
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Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2464782 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2464779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2464781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2464777 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2464780 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -2464782 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2464784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2464791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2464794 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2464794 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2464797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2464794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2464798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2464795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2464798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2464797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2464791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2464794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2464795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2464798 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2464800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2464803 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2464800 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2464800 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2464802 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2464808 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2464803 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2464807.000000 Penalty: 4907.319824
	Iteration 196Q: 3 clusters Score -2464807 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2464812.250000 Penalty: 4907.319824
	Iteration 197Q: 3 clusters Score -2464812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2464810.750000 Penalty: 4907.319824
	Iteration 198Q: 3 clusters Score -2464811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2464815.750000 Penalty: 4907.319824
	Iteration 199Q: 3 clusters Score -2464816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2464819.750000 Penalty: 4907.319824
	Iteration 200F: 3 clusters Score -2464820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2464819.250000 Penalty: 4907.319824
	Iteration 201Q: 3 clusters Score -2464819 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2464817.000000 Penalty: 4907.319824
	Iteration 202Q: 3 clusters Score -2464817 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2464821 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2464822 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2464824 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2464825 nChanged 2
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Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -2464823 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2464819 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -2464817 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2464819 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -2464818 nChanged 4
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Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -2464820 nChanged 7
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Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2464827.750000 Penalty: 4907.319824
	Iteration 213Q: 3 clusters Score -2464828 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -2464826 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -2464828 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2464829 nChanged 2
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Mstep: Class 1 contains 18622 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -2464828 nChanged 0
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Mstep: Class 1 contains 18622 members 
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Entering Unmasked Estep 
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	Iteration 218F: 3 clusters Score -2464828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8964 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1015809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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Mstep: Class 1 contains 4570 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -1008862 nChanged 3713
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Mstep: Class 1 contains 4917 members 
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Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1010898 nChanged 674
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Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1011266 nChanged 530
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Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1011572 nChanged 479
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Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1011877 nChanged 480
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Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1012198 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1012523.062500 Penalty: 4514.082031
	Iteration 6Q: 3 clusters Score -1012523 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1012875.000000 Penalty: 4514.082031
	Iteration 7Q: 3 clusters Score -1012875 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1013205.437500 Penalty: 4514.082031
	Iteration 8Q: 3 clusters Score -1013205 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1013496.937500 Penalty: 4514.082031
	Iteration 9Q: 3 clusters Score -1013497 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1013734.000000 Penalty: 4514.082031
	Iteration 10Q: 3 clusters Score -1013734 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1013877.625000 Penalty: 4514.082031
	Iteration 11Q: 3 clusters Score -1013878 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1013974.812500 Penalty: 4514.082031
	Iteration 12Q: 3 clusters Score -1013975 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1014034.375000 Penalty: 4514.082031
	Iteration 13Q: 3 clusters Score -1014034 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1014086.562500 Penalty: 4514.082031
	Iteration 14Q: 3 clusters Score -1014087 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1014137.875000 Penalty: 4514.082031
	Iteration 15Q: 3 clusters Score -1014138 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1014172.000000 Penalty: 4514.082031
	Iteration 16Q: 3 clusters Score -1014172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1014188.250000 Penalty: 4514.082031
	Iteration 17Q: 3 clusters Score -1014188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1014204.062500 Penalty: 4514.082031
	Iteration 18Q: 3 clusters Score -1014204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1014211.937500 Penalty: 4514.082031
	Iteration 19Q: 3 clusters Score -1014212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1014223.062500 Penalty: 4514.082031
	Iteration 20F: 3 clusters Score -1014223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1014237.312500 Penalty: 4514.082031
	Iteration 21Q: 3 clusters Score -1014237 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1014248.937500 Penalty: 4514.082031
	Iteration 22Q: 3 clusters Score -1014249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1014256.937500 Penalty: 4514.082031
	Iteration 23Q: 3 clusters Score -1014257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1014270.625000 Penalty: 4514.082031
	Iteration 24Q: 3 clusters Score -1014271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1014277.250000 Penalty: 4514.082031
	Iteration 25Q: 3 clusters Score -1014277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1014284.312500 Penalty: 4514.082031
	Iteration 26Q: 3 clusters Score -1014284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1014286.812500 Penalty: 4514.082031
	Iteration 27Q: 3 clusters Score -1014287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1014292.625000 Penalty: 4514.082031
	Iteration 28Q: 3 clusters Score -1014293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1014293.937500 Penalty: 4514.082031
	Iteration 29Q: 3 clusters Score -1014294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1014298.937500 Penalty: 4514.082031
	Iteration 30Q: 3 clusters Score -1014299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1014303.375000 Penalty: 4514.082031
	Iteration 31Q: 3 clusters Score -1014303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1014305.187500 Penalty: 4514.082031
	Iteration 32Q: 3 clusters Score -1014305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1014309.812500 Penalty: 4514.082031
	Iteration 33Q: 3 clusters Score -1014310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1014309.125000 Penalty: 4514.082031
	Iteration 34Q: 3 clusters Score -1014309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1014310.187500 Penalty: 4514.082031
	Iteration 35Q: 3 clusters Score -1014310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1014311.812500 Penalty: 4514.082031
	Iteration 36Q: 3 clusters Score -1014312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1014311.125000 Penalty: 4514.082031
	Iteration 37Q: 3 clusters Score -1014311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1014310.625000 Penalty: 4514.082031
	Iteration 38Q: 3 clusters Score -1014311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1014313.000000 Penalty: 4514.082031
	Iteration 39Q: 3 clusters Score -1014313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1014313.000000 Penalty: 4514.082031
	Iteration 40F: 3 clusters Score -1014313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Entering Unmasked Estep 
Score: -772664.625000 Penalty: 2185.953857
	Iteration 0F: 2 clusters Score -772664.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -767049.250000 Penalty: 4371.907715
	Iteration 0F: 3 clusters Score -767049.2 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -768707.375000 Penalty: 4371.907715
	Iteration 1F: 3 clusters Score -768707.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -769112.312500 Penalty: 4371.907715
	Iteration 2F: 3 clusters Score -769112.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -769456.750000 Penalty: 4371.907715
	Iteration 3F: 3 clusters Score -769456.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -769772.187500 Penalty: 4371.907715
	Iteration 4F: 3 clusters Score -769772.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -770099.750000 Penalty: 4371.907715
	Iteration 5F: 3 clusters Score -770099.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -770469.437500 Penalty: 4371.907715
	Iteration 6F: 3 clusters Score -770469.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -770846.875000 Penalty: 4371.907715
	Iteration 7F: 3 clusters Score -770846.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -771212.500000 Penalty: 4371.907715
	Iteration 8F: 3 clusters Score -771212.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -771473.875000 Penalty: 4371.907715
	Iteration 9Q: 3 clusters Score -771473.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -771629.625000 Penalty: 4371.907715
	Iteration 10Q: 3 clusters Score -771629.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -771715.562500 Penalty: 4371.907715
	Iteration 11Q: 3 clusters Score -771715.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -771774.687500 Penalty: 4371.907715
	Iteration 12Q: 3 clusters Score -771774.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -771822.125000 Penalty: 4371.907715
	Iteration 13Q: 3 clusters Score -771822.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -771849.437500 Penalty: 4371.907715
	Iteration 14Q: 3 clusters Score -771849.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -771866.937500 Penalty: 4371.907715
	Iteration 15Q: 3 clusters Score -771866.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -771878.875000 Penalty: 4371.907715
	Iteration 16Q: 3 clusters Score -771878.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -771885.312500 Penalty: 4371.907715
	Iteration 17Q: 3 clusters Score -771885.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -771887.562500 Penalty: 4371.907715
	Iteration 18Q: 3 clusters Score -771887.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -771889.500000 Penalty: 4371.907715
	Iteration 19Q: 3 clusters Score -771889.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -771892.687500 Penalty: 4371.907715
	Iteration 20F: 3 clusters Score -771892.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -771893.312500 Penalty: 4371.907715
	Iteration 21Q: 3 clusters Score -771893.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -771893.875000 Penalty: 4371.907715
	Iteration 22Q: 3 clusters Score -771893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -771895.312500 Penalty: 4371.907715
	Iteration 23Q: 3 clusters Score -771895.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -771896.375000 Penalty: 4371.907715
	Iteration 24Q: 3 clusters Score -771896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -771896.375000 Penalty: 4371.907715
	Iteration 25Q: 3 clusters Score -771896.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -771895.812500 Penalty: 4371.907715
	Iteration 26Q: 3 clusters Score -771895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -771896.500000 Penalty: 4371.907715
	Iteration 27Q: 3 clusters Score -771896.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -771896.500000 Penalty: 4371.907715
	Iteration 28F: 3 clusters Score -771896.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -550212.750000 Penalty: 2096.125977
	Iteration 0F: 2 clusters Score -550212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -545919.500000 Penalty: 4192.251953
	Iteration 0F: 3 clusters Score -545919.5 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -546971.500000 Penalty: 4192.251953
	Iteration 1F: 3 clusters Score -546971.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -547268.562500 Penalty: 4192.251953
	Iteration 2F: 3 clusters Score -547268.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -547561.437500 Penalty: 4192.251953
	Iteration 3F: 3 clusters Score -547561.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -547887.812500 Penalty: 4192.251953
	Iteration 4F: 3 clusters Score -547887.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -548217.375000 Penalty: 4192.251953
	Iteration 5F: 3 clusters Score -548217.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -548458.000000 Penalty: 4192.251953
	Iteration 6F: 3 clusters Score -548458 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -548635.000000 Penalty: 4192.251953
	Iteration 7Q: 3 clusters Score -548635 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -548734.562500 Penalty: 4192.251953
	Iteration 8Q: 3 clusters Score -548734.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -548800.750000 Penalty: 4192.251953
	Iteration 9Q: 3 clusters Score -548800.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -548838.687500 Penalty: 4192.251953
	Iteration 10Q: 3 clusters Score -548838.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -548866.625000 Penalty: 4192.251953
	Iteration 11Q: 3 clusters Score -548866.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -548884.312500 Penalty: 4192.251953
	Iteration 12Q: 3 clusters Score -548884.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -548894.562500 Penalty: 4192.251953
	Iteration 13Q: 3 clusters Score -548894.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -548900.875000 Penalty: 4192.251953
	Iteration 14Q: 3 clusters Score -548900.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -548904.750000 Penalty: 4192.251953
	Iteration 15Q: 3 clusters Score -548904.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -548907.562500 Penalty: 4192.251953
	Iteration 16Q: 3 clusters Score -548907.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -548908.812500 Penalty: 4192.251953
	Iteration 17Q: 3 clusters Score -548908.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -548908.812500 Penalty: 4192.251953
	Iteration 18F: 3 clusters Score -548908.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -31060.832031 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -31060.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29806.833984 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -29806.83 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30062.392578 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -30062.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30111.136719 Penalty: 2909.768066
	Iteration 2Q: 3 clusters Score -30111.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30179.701172 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -30179.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30213.595703 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -30213.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30245.572266 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -30245.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30273.937500 Penalty: 2909.768066
	Iteration 6Q: 3 clusters Score -30273.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30290.943359 Penalty: 2909.768066
	Iteration 7Q: 3 clusters Score -30290.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30302.626953 Penalty: 2909.768066
	Iteration 8Q: 3 clusters Score -30302.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30319.978516 Penalty: 2909.768066
	Iteration 9Q: 3 clusters Score -30319.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30367.902344 Penalty: 2909.768066
	Iteration 10Q: 3 clusters Score -30367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -30383.542969 Penalty: 2909.768066
	Iteration 11Q: 3 clusters Score -30383.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30395.000000 Penalty: 2909.768066
	Iteration 12Q: 3 clusters Score -30395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30403.833984 Penalty: 2909.768066
	Iteration 13Q: 3 clusters Score -30403.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30490.025391 Penalty: 2909.768066
	Iteration 14Q: 3 clusters Score -30490.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -30512.173828 Penalty: 2909.768066
	Iteration 15Q: 3 clusters Score -30512.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30531.515625 Penalty: 2909.768066
	Iteration 16Q: 3 clusters Score -30531.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30584.490234 Penalty: 2909.768066
	Iteration 17Q: 3 clusters Score -30584.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30594.232422 Penalty: 2909.768066
	Iteration 18Q: 3 clusters Score -30594.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30599.847656 Penalty: 2909.768066
	Iteration 19F: 3 clusters Score -30599.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30667.240234 Penalty: 2909.768066
	Iteration 20F: 3 clusters Score -30667.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (53693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Entering Unmasked Estep 
Score: -6582159.000000 Penalty: 2700.977295
	Iteration 0F: 2 clusters Score -6582159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -6546051.500000 Penalty: 5401.954590
	Iteration 0F: 3 clusters Score -6546052 nChanged 24721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -6559960.000000 Penalty: 5401.954590
	Iteration 1F: 3 clusters Score -6559960 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -6560537.000000 Penalty: 5401.954590
	Iteration 2Q: 3 clusters Score -6560537 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -6560947.000000 Penalty: 5401.954590
	Iteration 3Q: 3 clusters Score -6560947 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -6561374.500000 Penalty: 5401.954590
	Iteration 4Q: 3 clusters Score -6561374 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -6561786.000000 Penalty: 5401.954590
	Iteration 5Q: 3 clusters Score -6561786 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -6562313.000000 Penalty: 5401.954590
	Iteration 6Q: 3 clusters Score -6562313 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -6562941.000000 Penalty: 5401.954590
	Iteration 7Q: 3 clusters Score -6562941 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -6563823.500000 Penalty: 5401.954590
	Iteration 8Q: 3 clusters Score -6563824 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -6565104.000000 Penalty: 5401.954590
	Iteration 9Q: 3 clusters Score -6565104 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -6567106.000000 Penalty: 5401.954590
	Iteration 10F: 3 clusters Score -6567106 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -6569683.000000 Penalty: 5401.954590
	Iteration 11F: 3 clusters Score -6569683 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -6572653.500000 Penalty: 5401.954590
	Iteration 12F: 3 clusters Score -6572654 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -6575530.500000 Penalty: 5401.954590
	Iteration 13F: 3 clusters Score -6575530 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -6577525.500000 Penalty: 5401.954590
	Iteration 14Q: 3 clusters Score -6577526 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6578710.000000 Penalty: 5401.954590
	Iteration 15Q: 3 clusters Score -6578710 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52916 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6579239.500000 Penalty: 5401.954590
	Iteration 16Q: 3 clusters Score -6579240 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6579499.000000 Penalty: 5401.954590
	Iteration 17Q: 3 clusters Score -6579499 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53290 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6579603.000000 Penalty: 5401.954590
	Iteration 18Q: 3 clusters Score -6579603 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6579682.000000 Penalty: 5401.954590
	Iteration 19Q: 3 clusters Score -6579682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6579733.000000 Penalty: 5401.954590
	Iteration 20F: 3 clusters Score -6579733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6579763.500000 Penalty: 5401.954590
	Iteration 21Q: 3 clusters Score -6579764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6579783.000000 Penalty: 5401.954590
	Iteration 22Q: 3 clusters Score -6579783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6579793.000000 Penalty: 5401.954590
	Iteration 23Q: 3 clusters Score -6579793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6579794.500000 Penalty: 5401.954590
	Iteration 24Q: 3 clusters Score -6579794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53407 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6579801.000000 Penalty: 5401.954590
	Iteration 25Q: 3 clusters Score -6579801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6579806.000000 Penalty: 5401.954590
	Iteration 26Q: 3 clusters Score -6579806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6579808.500000 Penalty: 5401.954590
	Iteration 27Q: 3 clusters Score -6579808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6579821.500000 Penalty: 5401.954590
	Iteration 28Q: 3 clusters Score -6579822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6579829.000000 Penalty: 5401.954590
	Iteration 29Q: 3 clusters Score -6579829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6579835.500000 Penalty: 5401.954590
	Iteration 30Q: 3 clusters Score -6579836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6579839.500000 Penalty: 5401.954590
	Iteration 31Q: 3 clusters Score -6579840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6579853.000000 Penalty: 5401.954590
	Iteration 32Q: 3 clusters Score -6579853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6579857.000000 Penalty: 5401.954590
	Iteration 33Q: 3 clusters Score -6579857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6579851.500000 Penalty: 5401.954590
	Iteration 34Q: 3 clusters Score -6579852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6579854.500000 Penalty: 5401.954590
	Iteration 35Q: 3 clusters Score -6579854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6579854.500000 Penalty: 5401.954590
	Iteration 36F: 3 clusters Score -6579854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Entering Unmasked Estep 
Score: -244956.515625 Penalty: 1894.153687
	Iteration 0F: 2 clusters Score -244956.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -242276.640625 Penalty: 3788.307373
	Iteration 0F: 3 clusters Score -242276.6 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -242733.265625 Penalty: 3788.307373
	Iteration 1F: 3 clusters Score -242733.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -242878.031250 Penalty: 3788.307373
	Iteration 2F: 3 clusters Score -242878 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -242941.093750 Penalty: 3788.307373
	Iteration 3Q: 3 clusters Score -242941.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -242976.078125 Penalty: 3788.307373
	Iteration 4Q: 3 clusters Score -242976.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -242992.656250 Penalty: 3788.307373
	Iteration 5Q: 3 clusters Score -242992.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -243005.843750 Penalty: 3788.307373
	Iteration 6Q: 3 clusters Score -243005.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -243019.531250 Penalty: 3788.307373
	Iteration 7Q: 3 clusters Score -243019.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -243029.625000 Penalty: 3788.307373
	Iteration 8Q: 3 clusters Score -243029.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -243036.281250 Penalty: 3788.307373
	Iteration 9Q: 3 clusters Score -243036.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -243040.531250 Penalty: 3788.307373
	Iteration 10Q: 3 clusters Score -243040.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -243044.312500 Penalty: 3788.307373
	Iteration 11Q: 3 clusters Score -243044.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -243047.312500 Penalty: 3788.307373
	Iteration 12Q: 3 clusters Score -243047.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -243050.906250 Penalty: 3788.307373
	Iteration 13Q: 3 clusters Score -243050.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -243054.000000 Penalty: 3788.307373
	Iteration 14Q: 3 clusters Score -243054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -243056.281250 Penalty: 3788.307373
	Iteration 15Q: 3 clusters Score -243056.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -243059.484375 Penalty: 3788.307373
	Iteration 16Q: 3 clusters Score -243059.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -243062.812500 Penalty: 3788.307373
	Iteration 17Q: 3 clusters Score -243062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -243064.937500 Penalty: 3788.307373
	Iteration 18Q: 3 clusters Score -243064.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -243071.781250 Penalty: 3788.307373
	Iteration 19Q: 3 clusters Score -243071.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -243075.718750 Penalty: 3788.307373
	Iteration 20F: 3 clusters Score -243075.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -243080.046875 Penalty: 3788.307373
	Iteration 21Q: 3 clusters Score -243080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -243083.500000 Penalty: 3788.307373
	Iteration 22Q: 3 clusters Score -243083.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -243085.562500 Penalty: 3788.307373
	Iteration 23Q: 3 clusters Score -243085.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -243087.046875 Penalty: 3788.307373
	Iteration 24Q: 3 clusters Score -243087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -243088.500000 Penalty: 3788.307373
	Iteration 25Q: 3 clusters Score -243088.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -243090.609375 Penalty: 3788.307373
	Iteration 26Q: 3 clusters Score -243090.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -243091.718750 Penalty: 3788.307373
	Iteration 27Q: 3 clusters Score -243091.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -243092.312500 Penalty: 3788.307373
	Iteration 28Q: 3 clusters Score -243092.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -243092.734375 Penalty: 3788.307373
	Iteration 29Q: 3 clusters Score -243092.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -243092.734375 Penalty: 3788.307373
	Iteration 30F: 3 clusters Score -243092.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Entering Unmasked Estep 
Score: -307991.312500 Penalty: 1953.123779
	Iteration 0F: 2 clusters Score -307991.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -304985.750000 Penalty: 3906.247559
	Iteration 0F: 3 clusters Score -304985.8 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -305541.968750 Penalty: 3906.247559
	Iteration 1F: 3 clusters Score -305542 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -305660.500000 Penalty: 3906.247559
	Iteration 2F: 3 clusters Score -305660.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -305746.968750 Penalty: 3906.247559
	Iteration 3Q: 3 clusters Score -305747 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -305799.093750 Penalty: 3906.247559
	Iteration 4Q: 3 clusters Score -305799.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -305829.312500 Penalty: 3906.247559
	Iteration 5Q: 3 clusters Score -305829.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -305860.500000 Penalty: 3906.247559
	Iteration 6Q: 3 clusters Score -305860.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -305885.250000 Penalty: 3906.247559
	Iteration 7Q: 3 clusters Score -305885.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -305905.187500 Penalty: 3906.247559
	Iteration 8Q: 3 clusters Score -305905.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -305935.312500 Penalty: 3906.247559
	Iteration 9Q: 3 clusters Score -305935.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -305962.562500 Penalty: 3906.247559
	Iteration 10Q: 3 clusters Score -305962.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -305997.937500 Penalty: 3906.247559
	Iteration 11Q: 3 clusters Score -305997.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -306028.156250 Penalty: 3906.247559
	Iteration 12Q: 3 clusters Score -306028.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -306050.187500 Penalty: 3906.247559
	Iteration 13Q: 3 clusters Score -306050.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -306074.781250 Penalty: 3906.247559
	Iteration 14Q: 3 clusters Score -306074.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -306109.562500 Penalty: 3906.247559
	Iteration 15Q: 3 clusters Score -306109.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -306146.906250 Penalty: 3906.247559
	Iteration 16Q: 3 clusters Score -306146.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -306194.937500 Penalty: 3906.247559
	Iteration 17Q: 3 clusters Score -306194.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -306252.093750 Penalty: 3906.247559
	Iteration 18Q: 3 clusters Score -306252.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -306315.656250 Penalty: 3906.247559
	Iteration 19Q: 3 clusters Score -306315.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -306364.968750 Penalty: 3906.247559
	Iteration 20F: 3 clusters Score -306365 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -306392.187500 Penalty: 3906.247559
	Iteration 21Q: 3 clusters Score -306392.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -306412.500000 Penalty: 3906.247559
	Iteration 22Q: 3 clusters Score -306412.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -306423.250000 Penalty: 3906.247559
	Iteration 23Q: 3 clusters Score -306423.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -306436.031250 Penalty: 3906.247559
	Iteration 24Q: 3 clusters Score -306436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -306449.437500 Penalty: 3906.247559
	Iteration 25Q: 3 clusters Score -306449.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -306458.875000 Penalty: 3906.247559
	Iteration 26Q: 3 clusters Score -306458.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -306469.125000 Penalty: 3906.247559
	Iteration 27Q: 3 clusters Score -306469.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -306477.187500 Penalty: 3906.247559
	Iteration 28Q: 3 clusters Score -306477.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -306488.906250 Penalty: 3906.247559
	Iteration 29Q: 3 clusters Score -306488.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -306500.718750 Penalty: 3906.247559
	Iteration 30Q: 3 clusters Score -306500.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -306518.187500 Penalty: 3906.247559
	Iteration 31Q: 3 clusters Score -306518.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -306529.625000 Penalty: 3906.247559
	Iteration 32Q: 3 clusters Score -306529.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -306537.218750 Penalty: 3906.247559
	Iteration 33Q: 3 clusters Score -306537.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -306538.812500 Penalty: 3906.247559
	Iteration 34Q: 3 clusters Score -306538.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -306541.625000 Penalty: 3906.247559
	Iteration 35Q: 3 clusters Score -306541.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -306544.375000 Penalty: 3906.247559
	Iteration 36Q: 3 clusters Score -306544.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -306546.781250 Penalty: 3906.247559
	Iteration 37Q: 3 clusters Score -306546.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -306547.750000 Penalty: 3906.247559
	Iteration 38Q: 3 clusters Score -306547.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -306549.656250 Penalty: 3906.247559
	Iteration 39Q: 3 clusters Score -306549.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -306549.656250 Penalty: 3906.247559
	Iteration 40F: 3 clusters Score -306549.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Entering Unmasked Estep 
Score: -728448.375000 Penalty: 2162.593262
	Iteration 0F: 2 clusters Score -728448.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -723250.187500 Penalty: 4325.186523
	Iteration 0F: 3 clusters Score -723250.2 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -724602.625000 Penalty: 4325.186523
	Iteration 1F: 3 clusters Score -724602.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -724844.125000 Penalty: 4325.186523
	Iteration 2F: 3 clusters Score -724844.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -725012.687500 Penalty: 4325.186523
	Iteration 3F: 3 clusters Score -725012.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -725123.562500 Penalty: 4325.186523
	Iteration 4Q: 3 clusters Score -725123.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -725216.625000 Penalty: 4325.186523
	Iteration 5Q: 3 clusters Score -725216.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -725300.937500 Penalty: 4325.186523
	Iteration 6Q: 3 clusters Score -725300.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -725389.875000 Penalty: 4325.186523
	Iteration 7Q: 3 clusters Score -725389.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -725462.000000 Penalty: 4325.186523
	Iteration 8Q: 3 clusters Score -725462 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -725528.000000 Penalty: 4325.186523
	Iteration 9Q: 3 clusters Score -725528 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -725585.312500 Penalty: 4325.186523
	Iteration 10Q: 3 clusters Score -725585.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -725646.625000 Penalty: 4325.186523
	Iteration 11Q: 3 clusters Score -725646.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -725717.750000 Penalty: 4325.186523
	Iteration 12Q: 3 clusters Score -725717.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -725793.437500 Penalty: 4325.186523
	Iteration 13Q: 3 clusters Score -725793.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -725884.187500 Penalty: 4325.186523
	Iteration 14Q: 3 clusters Score -725884.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -725996.000000 Penalty: 4325.186523
	Iteration 15Q: 3 clusters Score -725996 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -726124.937500 Penalty: 4325.186523
	Iteration 16Q: 3 clusters Score -726124.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -726273.875000 Penalty: 4325.186523
	Iteration 17Q: 3 clusters Score -726273.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -726433.375000 Penalty: 4325.186523
	Iteration 18Q: 3 clusters Score -726433.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -726544.625000 Penalty: 4325.186523
	Iteration 19Q: 3 clusters Score -726544.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -726645.562500 Penalty: 4325.186523
	Iteration 20F: 3 clusters Score -726645.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -726731.250000 Penalty: 4325.186523
	Iteration 21Q: 3 clusters Score -726731.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -726783.625000 Penalty: 4325.186523
	Iteration 22Q: 3 clusters Score -726783.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -726829.750000 Penalty: 4325.186523
	Iteration 23Q: 3 clusters Score -726829.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -726867.312500 Penalty: 4325.186523
	Iteration 24Q: 3 clusters Score -726867.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -726894.625000 Penalty: 4325.186523
	Iteration 25Q: 3 clusters Score -726894.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -726912.187500 Penalty: 4325.186523
	Iteration 26Q: 3 clusters Score -726912.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -726922.687500 Penalty: 4325.186523
	Iteration 27Q: 3 clusters Score -726922.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -726931.375000 Penalty: 4325.186523
	Iteration 28Q: 3 clusters Score -726931.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -726936.625000 Penalty: 4325.186523
	Iteration 29Q: 3 clusters Score -726936.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -726947.250000 Penalty: 4325.186523
	Iteration 30Q: 3 clusters Score -726947.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -726958.687500 Penalty: 4325.186523
	Iteration 31Q: 3 clusters Score -726958.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -726970.375000 Penalty: 4325.186523
	Iteration 32Q: 3 clusters Score -726970.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -726981.500000 Penalty: 4325.186523
	Iteration 33Q: 3 clusters Score -726981.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -726992.187500 Penalty: 4325.186523
	Iteration 34Q: 3 clusters Score -726992.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -727001.500000 Penalty: 4325.186523
	Iteration 35Q: 3 clusters Score -727001.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -727007.437500 Penalty: 4325.186523
	Iteration 36Q: 3 clusters Score -727007.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -727016.125000 Penalty: 4325.186523
	Iteration 37Q: 3 clusters Score -727016.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -727021.687500 Penalty: 4325.186523
	Iteration 38Q: 3 clusters Score -727021.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -727025.312500 Penalty: 4325.186523
	Iteration 39Q: 3 clusters Score -727025.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -727028.687500 Penalty: 4325.186523
	Iteration 40F: 3 clusters Score -727028.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -727031.062500 Penalty: 4325.186523
	Iteration 41Q: 3 clusters Score -727031.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -727032.062500 Penalty: 4325.186523
	Iteration 42Q: 3 clusters Score -727032.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -727034.500000 Penalty: 4325.186523
	Iteration 43Q: 3 clusters Score -727034.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -727037.125000 Penalty: 4325.186523
	Iteration 44Q: 3 clusters Score -727037.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -727040.062500 Penalty: 4325.186523
	Iteration 45Q: 3 clusters Score -727040.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -727042.562500 Penalty: 4325.186523
	Iteration 46Q: 3 clusters Score -727042.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -727045.375000 Penalty: 4325.186523
	Iteration 47Q: 3 clusters Score -727045.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -727045.687500 Penalty: 4325.186523
	Iteration 48Q: 3 clusters Score -727045.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -727046.812500 Penalty: 4325.186523
	Iteration 49Q: 3 clusters Score -727046.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -727046.812500 Penalty: 4325.186523
	Iteration 50F: 3 clusters Score -727046.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -57567.386719 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -57567.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56031.542969 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -56031.54 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -56275.878906 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -56275.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56664.027344 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -56664.03 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -56817.273438 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -56817.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -56924.105469 Penalty: 3131.519775
	Iteration 4F: 3 clusters Score -56924.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -56981.867188 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -56981.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -56994.367188 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -56994.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -57009.171875 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -57009.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -57021.691406 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -57021.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -57030.132812 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -57030.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -57030.132812 Penalty: 3131.519775
	Iteration 10F: 3 clusters Score -57030.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (245327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245327 members 
Entering Unmasked Estep 
Score: -30178082.000000 Penalty: 3077.766113
	Iteration 0F: 2 clusters Score -3.017808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122560 members 
Mstep: Class 2 contains 122767 members 
Entering Unmasked Estep 
Score: -30020674.000000 Penalty: 6155.532227
	Iteration 0F: 3 clusters Score -3.002067e+07 nChanged 118467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121531 members 
Mstep: Class 2 contains 123796 members 
Entering Unmasked Estep 
Score: -30089968.000000 Penalty: 6155.532227
	Iteration 1F: 3 clusters Score -3.008997e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121026 members 
Mstep: Class 2 contains 124301 members 
Entering Unmasked Estep 
Score: -30090946.000000 Penalty: 6155.532227
	Iteration 2Q: 3 clusters Score -3.009095e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120008 members 
Mstep: Class 2 contains 125319 members 
Entering Unmasked Estep 
Score: -30092188.000000 Penalty: 6155.532227
	Iteration 3Q: 3 clusters Score -3.009219e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118298 members 
Mstep: Class 2 contains 127029 members 
Entering Unmasked Estep 
Score: -30094082.000000 Penalty: 6155.532227
	Iteration 4Q: 3 clusters Score -3.009408e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115574 members 
Mstep: Class 2 contains 129753 members 
Entering Unmasked Estep 
Score: -30096688.000000 Penalty: 6155.532227
	Iteration 5Q: 3 clusters Score -3.009669e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111523 members 
Mstep: Class 2 contains 133804 members 
Entering Unmasked Estep 
Score: -30100608.000000 Penalty: 6155.532227
	Iteration 6Q: 3 clusters Score -3.010061e+07 nChanged 11321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105720 members 
Mstep: Class 2 contains 139607 members 
Entering Unmasked Estep 
Score: -30106736.000000 Penalty: 6155.532227
	Iteration 7Q: 3 clusters Score -3.010674e+07 nChanged 13386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98250 members 
Mstep: Class 2 contains 147077 members 
Entering Unmasked Estep 
Score: -30115082.000000 Penalty: 6155.532227
	Iteration 8F: 3 clusters Score -3.011508e+07 nChanged 14883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90077 members 
Mstep: Class 2 contains 155250 members 
Entering Unmasked Estep 
Score: -30125724.000000 Penalty: 6155.532227
	Iteration 9F: 3 clusters Score -3.012572e+07 nChanged 15109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82406 members 
Mstep: Class 2 contains 162921 members 
Entering Unmasked Estep 
Score: -30136756.000000 Penalty: 6155.532227
	Iteration 10F: 3 clusters Score -3.013676e+07 nChanged 13411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76673 members 
Mstep: Class 2 contains 168654 members 
Entering Unmasked Estep 
Score: -30144846.000000 Penalty: 6155.532227
	Iteration 11F: 3 clusters Score -3.014485e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72403 members 
Mstep: Class 2 contains 172924 members 
Entering Unmasked Estep 
Score: -30149482.000000 Penalty: 6155.532227
	Iteration 12Q: 3 clusters Score -3.014948e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68703 members 
Mstep: Class 2 contains 176624 members 
Entering Unmasked Estep 
Score: -30151594.000000 Penalty: 6155.532227
	Iteration 13Q: 3 clusters Score -3.015159e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 180182 members 
Entering Unmasked Estep 
Score: -30153262.000000 Penalty: 6155.532227
	Iteration 14Q: 3 clusters Score -3.015326e+07 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61626 members 
Mstep: Class 2 contains 183701 members 
Entering Unmasked Estep 
Score: -30154738.000000 Penalty: 6155.532227
	Iteration 15Q: 3 clusters Score -3.015474e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58062 members 
Mstep: Class 2 contains 187265 members 
Entering Unmasked Estep 
Score: -30156146.000000 Penalty: 6155.532227
	Iteration 16Q: 3 clusters Score -3.015615e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 190804 members 
Entering Unmasked Estep 
Score: -30157404.000000 Penalty: 6155.532227
	Iteration 17Q: 3 clusters Score -3.01574e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 194297 members 
Entering Unmasked Estep 
Score: -30158822.000000 Penalty: 6155.532227
	Iteration 18Q: 3 clusters Score -3.015882e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 197729 members 
Entering Unmasked Estep 
Score: -30160014.000000 Penalty: 6155.532227
	Iteration 19Q: 3 clusters Score -3.016001e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 201204 members 
Entering Unmasked Estep 
Score: -30161226.000000 Penalty: 6155.532227
	Iteration 20F: 3 clusters Score -3.016123e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 204671 members 
Entering Unmasked Estep 
Score: -30162234.000000 Penalty: 6155.532227
	Iteration 21Q: 3 clusters Score -3.016223e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 208103 members 
Entering Unmasked Estep 
Score: -30163216.000000 Penalty: 6155.532227
	Iteration 22Q: 3 clusters Score -3.016322e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 211504 members 
Entering Unmasked Estep 
Score: -30164308.000000 Penalty: 6155.532227
	Iteration 23Q: 3 clusters Score -3.016431e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 214903 members 
Entering Unmasked Estep 
Score: -30165440.000000 Penalty: 6155.532227
	Iteration 24Q: 3 clusters Score -3.016544e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 218203 members 
Entering Unmasked Estep 
Score: -30166636.000000 Penalty: 6155.532227
	Iteration 25Q: 3 clusters Score -3.016664e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 221430 members 
Entering Unmasked Estep 
Score: -30167738.000000 Penalty: 6155.532227
	Iteration 26Q: 3 clusters Score -3.016774e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 224398 members 
Entering Unmasked Estep 
Score: -30168632.000000 Penalty: 6155.532227
	Iteration 27Q: 3 clusters Score -3.016863e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 227200 members 
Entering Unmasked Estep 
Score: -30169516.000000 Penalty: 6155.532227
	Iteration 28Q: 3 clusters Score -3.016952e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 229860 members 
Entering Unmasked Estep 
Score: -30170258.000000 Penalty: 6155.532227
	Iteration 29Q: 3 clusters Score -3.017026e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 232260 members 
Entering Unmasked Estep 
Score: -30170944.000000 Penalty: 6155.532227
	Iteration 30Q: 3 clusters Score -3.017094e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 234456 members 
Entering Unmasked Estep 
Score: -30171432.000000 Penalty: 6155.532227
	Iteration 31Q: 3 clusters Score -3.017143e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 236438 members 
Entering Unmasked Estep 
Score: -30172244.000000 Penalty: 6155.532227
	Iteration 32Q: 3 clusters Score -3.017224e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 238228 members 
Entering Unmasked Estep 
Score: -30172856.000000 Penalty: 6155.532227
	Iteration 33Q: 3 clusters Score -3.017286e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 239661 members 
Entering Unmasked Estep 
Score: -30173326.000000 Penalty: 6155.532227
	Iteration 34Q: 3 clusters Score -3.017333e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 240724 members 
Entering Unmasked Estep 
Score: -30173716.000000 Penalty: 6155.532227
	Iteration 35Q: 3 clusters Score -3.017372e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 241564 members 
Entering Unmasked Estep 
Score: -30174130.000000 Penalty: 6155.532227
	Iteration 36Q: 3 clusters Score -3.017413e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 242198 members 
Entering Unmasked Estep 
Score: -30174426.000000 Penalty: 6155.532227
	Iteration 37Q: 3 clusters Score -3.017443e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 242715 members 
Entering Unmasked Estep 
Score: -30174704.000000 Penalty: 6155.532227
	Iteration 38Q: 3 clusters Score -3.01747e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 243103 members 
Entering Unmasked Estep 
Score: -30174892.000000 Penalty: 6155.532227
	Iteration 39Q: 3 clusters Score -3.017489e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 243392 members 
Entering Unmasked Estep 
Score: -30175020.000000 Penalty: 6155.532227
	Iteration 40F: 3 clusters Score -3.017502e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 243586 members 
Entering Unmasked Estep 
Score: -30175088.000000 Penalty: 6155.532227
	Iteration 41Q: 3 clusters Score -3.017509e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 243740 members 
Entering Unmasked Estep 
Score: -30175144.000000 Penalty: 6155.532227
	Iteration 42Q: 3 clusters Score -3.017514e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 243864 members 
Entering Unmasked Estep 
Score: -30175204.000000 Penalty: 6155.532227
	Iteration 43Q: 3 clusters Score -3.01752e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 243946 members 
Entering Unmasked Estep 
Score: -30175262.000000 Penalty: 6155.532227
	Iteration 44Q: 3 clusters Score -3.017526e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 244017 members 
Entering Unmasked Estep 
Score: -30175288.000000 Penalty: 6155.532227
	Iteration 45Q: 3 clusters Score -3.017529e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 244059 members 
Entering Unmasked Estep 
Score: -30175358.000000 Penalty: 6155.532227
	Iteration 46Q: 3 clusters Score -3.017536e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 244098 members 
Entering Unmasked Estep 
Score: -30175362.000000 Penalty: 6155.532227
	Iteration 47Q: 3 clusters Score -3.017536e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 244134 members 
Entering Unmasked Estep 
Score: -30175384.000000 Penalty: 6155.532227
	Iteration 48Q: 3 clusters Score -3.017538e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 244172 members 
Entering Unmasked Estep 
Score: -30175406.000000 Penalty: 6155.532227
	Iteration 49Q: 3 clusters Score -3.017541e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 244210 members 
Entering Unmasked Estep 
Score: -30175424.000000 Penalty: 6155.532227
	Iteration 50Q: 3 clusters Score -3.017542e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 244232 members 
Entering Unmasked Estep 
Score: -30175406.000000 Penalty: 6155.532227
	Iteration 51Q: 3 clusters Score -3.017541e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 244257 members 
Entering Unmasked Estep 
Score: -30175478.000000 Penalty: 6155.532227
	Iteration 52Q: 3 clusters Score -3.017548e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 244278 members 
Entering Unmasked Estep 
Score: -30175516.000000 Penalty: 6155.532227
	Iteration 53Q: 3 clusters Score -3.017552e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 244301 members 
Entering Unmasked Estep 
Score: -30175526.000000 Penalty: 6155.532227
	Iteration 54Q: 3 clusters Score -3.017553e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 244310 members 
Entering Unmasked Estep 
Score: -30175550.000000 Penalty: 6155.532227
	Iteration 55Q: 3 clusters Score -3.017555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 244319 members 
Entering Unmasked Estep 
Score: -30175566.000000 Penalty: 6155.532227
	Iteration 56Q: 3 clusters Score -3.017557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 244327 members 
Entering Unmasked Estep 
Score: -30175590.000000 Penalty: 6155.532227
	Iteration 57Q: 3 clusters Score -3.017559e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 244335 members 
Entering Unmasked Estep 
Score: -30175598.000000 Penalty: 6155.532227
	Iteration 58Q: 3 clusters Score -3.01756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 244340 members 
Entering Unmasked Estep 
Score: -30175594.000000 Penalty: 6155.532227
	Iteration 59Q: 3 clusters Score -3.017559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 244341 members 
Entering Unmasked Estep 
Score: -30175604.000000 Penalty: 6155.532227
	Iteration 60F: 3 clusters Score -3.01756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 244343 members 
Entering Unmasked Estep 
Score: -30175594.000000 Penalty: 6155.532227
	Iteration 61Q: 3 clusters Score -3.017559e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 244346 members 
Entering Unmasked Estep 
Score: -30175582.000000 Penalty: 6155.532227
	Iteration 62Q: 3 clusters Score -3.017558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 244350 members 
Entering Unmasked Estep 
Score: -30175594.000000 Penalty: 6155.532227
	Iteration 63Q: 3 clusters Score -3.017559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 244354 members 
Entering Unmasked Estep 
Score: -30175578.000000 Penalty: 6155.532227
	Iteration 64Q: 3 clusters Score -3.017558e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 244355 members 
Entering Unmasked Estep 
Score: -30175586.000000 Penalty: 6155.532227
	Iteration 65Q: 3 clusters Score -3.017559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 244359 members 
Entering Unmasked Estep 
Score: -30175576.000000 Penalty: 6155.532227
	Iteration 66Q: 3 clusters Score -3.017558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 244363 members 
Entering Unmasked Estep 
Score: -30175582.000000 Penalty: 6155.532227
	Iteration 67Q: 3 clusters Score -3.017558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 244369 members 
Entering Unmasked Estep 
Score: -30175586.000000 Penalty: 6155.532227
	Iteration 68Q: 3 clusters Score -3.017559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 244373 members 
Entering Unmasked Estep 
Score: -30175598.000000 Penalty: 6155.532227
	Iteration 69Q: 3 clusters Score -3.01756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 244377 members 
Entering Unmasked Estep 
Score: -30175582.000000 Penalty: 6155.532227
	Iteration 70Q: 3 clusters Score -3.017558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 244381 members 
Entering Unmasked Estep 
Score: -30175584.000000 Penalty: 6155.532227
	Iteration 71Q: 3 clusters Score -3.017558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 244382 members 
Entering Unmasked Estep 
Score: -30175580.000000 Penalty: 6155.532227
	Iteration 72Q: 3 clusters Score -3.017558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 244383 members 
Entering Unmasked Estep 
Score: -30175570.000000 Penalty: 6155.532227
	Iteration 73Q: 3 clusters Score -3.017557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 244383 members 
Entering Unmasked Estep 
Score: -30175570.000000 Penalty: 6155.532227
	Iteration 74F: 3 clusters Score -3.017557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Entering Unmasked Estep 
Score: -1400033.250000 Penalty: 2315.241211
	Iteration 0F: 2 clusters Score -1400033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1391507.125000 Penalty: 4630.482422
	Iteration 0F: 3 clusters Score -1391507 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1394165.125000 Penalty: 4630.482422
	Iteration 1F: 3 clusters Score -1394165 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1394524.000000 Penalty: 4630.482422
	Iteration 2F: 3 clusters Score -1394524 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1394799.000000 Penalty: 4630.482422
	Iteration 3F: 3 clusters Score -1394799 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1395108.625000 Penalty: 4630.482422
	Iteration 4Q: 3 clusters Score -1395109 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1395477.500000 Penalty: 4630.482422
	Iteration 5Q: 3 clusters Score -1395478 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1395866.000000 Penalty: 4630.482422
	Iteration 6F: 3 clusters Score -1395866 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1396296.750000 Penalty: 4630.482422
	Iteration 7F: 3 clusters Score -1396297 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1396684.625000 Penalty: 4630.482422
	Iteration 8F: 3 clusters Score -1396685 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1396986.500000 Penalty: 4630.482422
	Iteration 9Q: 3 clusters Score -1396986 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1397255.375000 Penalty: 4630.482422
	Iteration 10Q: 3 clusters Score -1397255 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1397496.875000 Penalty: 4630.482422
	Iteration 11Q: 3 clusters Score -1397497 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1397692.750000 Penalty: 4630.482422
	Iteration 12Q: 3 clusters Score -1397693 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1397851.250000 Penalty: 4630.482422
	Iteration 13Q: 3 clusters Score -1397851 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1397976.375000 Penalty: 4630.482422
	Iteration 14Q: 3 clusters Score -1397976 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1398082.875000 Penalty: 4630.482422
	Iteration 15Q: 3 clusters Score -1398083 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1398164.875000 Penalty: 4630.482422
	Iteration 16Q: 3 clusters Score -1398165 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1398212.750000 Penalty: 4630.482422
	Iteration 17Q: 3 clusters Score -1398213 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1398259.000000 Penalty: 4630.482422
	Iteration 18Q: 3 clusters Score -1398259 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1398284.875000 Penalty: 4630.482422
	Iteration 19Q: 3 clusters Score -1398285 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1398319.500000 Penalty: 4630.482422
	Iteration 20F: 3 clusters Score -1398320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1398338.125000 Penalty: 4630.482422
	Iteration 21Q: 3 clusters Score -1398338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1398353.125000 Penalty: 4630.482422
	Iteration 22Q: 3 clusters Score -1398353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1398364.000000 Penalty: 4630.482422
	Iteration 23Q: 3 clusters Score -1398364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1398376.375000 Penalty: 4630.482422
	Iteration 24Q: 3 clusters Score -1398376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1398381.000000 Penalty: 4630.482422
	Iteration 25Q: 3 clusters Score -1398381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1398387.250000 Penalty: 4630.482422
	Iteration 26Q: 3 clusters Score -1398387 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1398390.375000 Penalty: 4630.482422
	Iteration 27Q: 3 clusters Score -1398390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1398394.250000 Penalty: 4630.482422
	Iteration 28Q: 3 clusters Score -1398394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1398398.750000 Penalty: 4630.482422
	Iteration 29Q: 3 clusters Score -1398399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1398407.625000 Penalty: 4630.482422
	Iteration 30Q: 3 clusters Score -1398408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1398406.875000 Penalty: 4630.482422
	Iteration 31Q: 3 clusters Score -1398407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1398409.875000 Penalty: 4630.482422
	Iteration 32Q: 3 clusters Score -1398410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1398411.375000 Penalty: 4630.482422
	Iteration 33Q: 3 clusters Score -1398411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1398412.625000 Penalty: 4630.482422
	Iteration 34Q: 3 clusters Score -1398413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1398414.875000 Penalty: 4630.482422
	Iteration 35Q: 3 clusters Score -1398415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1398418.250000 Penalty: 4630.482422
	Iteration 36Q: 3 clusters Score -1398418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1398417.500000 Penalty: 4630.482422
	Iteration 37Q: 3 clusters Score -1398418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1398419.500000 Penalty: 4630.482422
	Iteration 38Q: 3 clusters Score -1398420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1398423.500000 Penalty: 4630.482422
	Iteration 39Q: 3 clusters Score -1398424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1398425.750000 Penalty: 4630.482422
	Iteration 40F: 3 clusters Score -1398426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1398426.500000 Penalty: 4630.482422
	Iteration 41Q: 3 clusters Score -1398426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1398428.625000 Penalty: 4630.482422
	Iteration 42Q: 3 clusters Score -1398429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1398430.750000 Penalty: 4630.482422
	Iteration 43Q: 3 clusters Score -1398431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1398428.375000 Penalty: 4630.482422
	Iteration 44Q: 3 clusters Score -1398428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1398427.875000 Penalty: 4630.482422
	Iteration 45Q: 3 clusters Score -1398428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1398430.000000 Penalty: 4630.482422
	Iteration 46Q: 3 clusters Score -1398430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1398430.000000 Penalty: 4630.482422
	Iteration 47F: 3 clusters Score -1398430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -56208.566406 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -56208.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -54686.117188 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -54686.12 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54829.183594 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -54829.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -54887.050781 Penalty: 3070.396484
	Iteration 2Q: 3 clusters Score -54887.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54935.656250 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -54935.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54983.179688 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -54983.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -55010.632812 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -55010.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -55035.324219 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -55035.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55043.160156 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -55043.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -55047.132812 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -55047.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -55051.300781 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -55051.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55056.660156 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -55056.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -55077.699219 Penalty: 3070.396484
	Iteration 11Q: 3 clusters Score -55077.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55082.054688 Penalty: 3070.396484
	Iteration 12Q: 3 clusters Score -55082.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55087.390625 Penalty: 3070.396484
	Iteration 13Q: 3 clusters Score -55087.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55087.390625 Penalty: 3070.396484
	Iteration 14F: 3 clusters Score -55087.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -241740.609375 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -241740.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -238927.953125 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -238928 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -239584.500000 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -239584.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -239821.109375 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -239821.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -239961.687500 Penalty: 3846.647949
	Iteration 3F: 3 clusters Score -239961.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -240064.156250 Penalty: 3846.647949
	Iteration 4Q: 3 clusters Score -240064.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -240154.687500 Penalty: 3846.647949
	Iteration 5Q: 3 clusters Score -240154.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -240243.640625 Penalty: 3846.647949
	Iteration 6Q: 3 clusters Score -240243.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -240321.015625 Penalty: 3846.647949
	Iteration 7Q: 3 clusters Score -240321 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -240380.109375 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -240380.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -240435.593750 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -240435.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -240495.937500 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -240495.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -240545.875000 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -240545.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -240574.062500 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -240574.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -240599.796875 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -240599.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -240615.187500 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -240615.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -240628.515625 Penalty: 3846.647949
	Iteration 15Q: 3 clusters Score -240628.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -240648.109375 Penalty: 3846.647949
	Iteration 16Q: 3 clusters Score -240648.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -240663.609375 Penalty: 3846.647949
	Iteration 17Q: 3 clusters Score -240663.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -240677.328125 Penalty: 3846.647949
	Iteration 18Q: 3 clusters Score -240677.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -240693.031250 Penalty: 3846.647949
	Iteration 19Q: 3 clusters Score -240693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -240709.234375 Penalty: 3846.647949
	Iteration 20F: 3 clusters Score -240709.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -240724.859375 Penalty: 3846.647949
	Iteration 21Q: 3 clusters Score -240724.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -240735.312500 Penalty: 3846.647949
	Iteration 22Q: 3 clusters Score -240735.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -240741.796875 Penalty: 3846.647949
	Iteration 23Q: 3 clusters Score -240741.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -240745.468750 Penalty: 3846.647949
	Iteration 24Q: 3 clusters Score -240745.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -240748.968750 Penalty: 3846.647949
	Iteration 25Q: 3 clusters Score -240749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -240754.906250 Penalty: 3846.647949
	Iteration 26Q: 3 clusters Score -240754.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -240761.640625 Penalty: 3846.647949
	Iteration 27Q: 3 clusters Score -240761.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -240765.218750 Penalty: 3846.647949
	Iteration 28Q: 3 clusters Score -240765.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -240768.453125 Penalty: 3846.647949
	Iteration 29Q: 3 clusters Score -240768.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -240769.531250 Penalty: 3846.647949
	Iteration 30Q: 3 clusters Score -240769.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -240771.453125 Penalty: 3846.647949
	Iteration 31Q: 3 clusters Score -240771.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -240772.109375 Penalty: 3846.647949
	Iteration 32Q: 3 clusters Score -240772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -240773.046875 Penalty: 3846.647949
	Iteration 33Q: 3 clusters Score -240773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -240773.671875 Penalty: 3846.647949
	Iteration 34Q: 3 clusters Score -240773.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -240773.671875 Penalty: 3846.647949
	Iteration 35F: 3 clusters Score -240773.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (213334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213334 members 
Entering Unmasked Estep 
Score: -26262730.000000 Penalty: 3043.112305
	Iteration 0F: 2 clusters Score -2.626273e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106494 members 
Mstep: Class 2 contains 106840 members 
Entering Unmasked Estep 
Score: -26121740.000000 Penalty: 6086.224609
	Iteration 0F: 3 clusters Score -2.612174e+07 nChanged 102232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104820 members 
Mstep: Class 2 contains 108514 members 
Entering Unmasked Estep 
Score: -26182804.000000 Penalty: 6086.224609
	Iteration 1F: 3 clusters Score -2.61828e+07 nChanged 6753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103337 members 
Mstep: Class 2 contains 109997 members 
Entering Unmasked Estep 
Score: -26184652.000000 Penalty: 6086.224609
	Iteration 2Q: 3 clusters Score -2.618465e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101020 members 
Mstep: Class 2 contains 112314 members 
Entering Unmasked Estep 
Score: -26187156.000000 Penalty: 6086.224609
	Iteration 3Q: 3 clusters Score -2.618716e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97359 members 
Mstep: Class 2 contains 115975 members 
Entering Unmasked Estep 
Score: -26190996.000000 Penalty: 6086.224609
	Iteration 4Q: 3 clusters Score -2.6191e+07 nChanged 11443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92098 members 
Mstep: Class 2 contains 121236 members 
Entering Unmasked Estep 
Score: -26197878.000000 Penalty: 6086.224609
	Iteration 5F: 3 clusters Score -2.619788e+07 nChanged 14194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85232 members 
Mstep: Class 2 contains 128102 members 
Entering Unmasked Estep 
Score: -26209240.000000 Penalty: 6086.224609
	Iteration 6F: 3 clusters Score -2.620924e+07 nChanged 15951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78119 members 
Mstep: Class 2 contains 135215 members 
Entering Unmasked Estep 
Score: -26225078.000000 Penalty: 6086.224609
	Iteration 7F: 3 clusters Score -2.622508e+07 nChanged 14734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72919 members 
Mstep: Class 2 contains 140415 members 
Entering Unmasked Estep 
Score: -26238236.000000 Penalty: 6086.224609
	Iteration 8F: 3 clusters Score -2.623824e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69936 members 
Mstep: Class 2 contains 143398 members 
Entering Unmasked Estep 
Score: -26245008.000000 Penalty: 6086.224609
	Iteration 9Q: 3 clusters Score -2.624501e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67626 members 
Mstep: Class 2 contains 145708 members 
Entering Unmasked Estep 
Score: -26248716.000000 Penalty: 6086.224609
	Iteration 10Q: 3 clusters Score -2.624872e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65560 members 
Mstep: Class 2 contains 147774 members 
Entering Unmasked Estep 
Score: -26251486.000000 Penalty: 6086.224609
	Iteration 11Q: 3 clusters Score -2.625149e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63761 members 
Mstep: Class 2 contains 149573 members 
Entering Unmasked Estep 
Score: -26253498.000000 Penalty: 6086.224609
	Iteration 12Q: 3 clusters Score -2.62535e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 151141 members 
Entering Unmasked Estep 
Score: -26254394.000000 Penalty: 6086.224609
	Iteration 13Q: 3 clusters Score -2.625439e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 152563 members 
Entering Unmasked Estep 
Score: -26255194.000000 Penalty: 6086.224609
	Iteration 14Q: 3 clusters Score -2.625519e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 153870 members 
Entering Unmasked Estep 
Score: -26255654.000000 Penalty: 6086.224609
	Iteration 15Q: 3 clusters Score -2.625565e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 155169 members 
Entering Unmasked Estep 
Score: -26256112.000000 Penalty: 6086.224609
	Iteration 16Q: 3 clusters Score -2.625611e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56929 members 
Mstep: Class 2 contains 156405 members 
Entering Unmasked Estep 
Score: -26256426.000000 Penalty: 6086.224609
	Iteration 17Q: 3 clusters Score -2.625643e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 157566 members 
Entering Unmasked Estep 
Score: -26256602.000000 Penalty: 6086.224609
	Iteration 18Q: 3 clusters Score -2.62566e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 158736 members 
Entering Unmasked Estep 
Score: -26256682.000000 Penalty: 6086.224609
	Iteration 19Q: 3 clusters Score -2.625668e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 159869 members 
Entering Unmasked Estep 
Score: -26256820.000000 Penalty: 6086.224609
	Iteration 20F: 3 clusters Score -2.625682e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 160945 members 
Entering Unmasked Estep 
Score: -26256870.000000 Penalty: 6086.224609
	Iteration 21Q: 3 clusters Score -2.625687e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51341 members 
Mstep: Class 2 contains 161993 members 
Entering Unmasked Estep 
Score: -26256954.000000 Penalty: 6086.224609
	Iteration 22Q: 3 clusters Score -2.625695e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 163035 members 
Entering Unmasked Estep 
Score: -26257262.000000 Penalty: 6086.224609
	Iteration 23Q: 3 clusters Score -2.625726e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 164085 members 
Entering Unmasked Estep 
Score: -26257362.000000 Penalty: 6086.224609
	Iteration 24Q: 3 clusters Score -2.625736e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 165117 members 
Entering Unmasked Estep 
Score: -26257346.000000 Penalty: 6086.224609
	Iteration 25Q: 3 clusters Score -2.625735e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 166132 members 
Entering Unmasked Estep 
Score: -26257502.000000 Penalty: 6086.224609
	Iteration 26Q: 3 clusters Score -2.62575e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 167119 members 
Entering Unmasked Estep 
Score: -26257650.000000 Penalty: 6086.224609
	Iteration 27Q: 3 clusters Score -2.625765e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 168083 members 
Entering Unmasked Estep 
Score: -26257716.000000 Penalty: 6086.224609
	Iteration 28Q: 3 clusters Score -2.625772e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 169062 members 
Entering Unmasked Estep 
Score: -26257778.000000 Penalty: 6086.224609
	Iteration 29Q: 3 clusters Score -2.625778e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 169988 members 
Entering Unmasked Estep 
Score: -26257790.000000 Penalty: 6086.224609
	Iteration 30Q: 3 clusters Score -2.625779e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 170899 members 
Entering Unmasked Estep 
Score: -26257944.000000 Penalty: 6086.224609
	Iteration 31Q: 3 clusters Score -2.625794e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 171823 members 
Entering Unmasked Estep 
Score: -26258000.000000 Penalty: 6086.224609
	Iteration 32Q: 3 clusters Score -2.6258e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 172754 members 
Entering Unmasked Estep 
Score: -26258140.000000 Penalty: 6086.224609
	Iteration 33Q: 3 clusters Score -2.625814e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 173707 members 
Entering Unmasked Estep 
Score: -26258174.000000 Penalty: 6086.224609
	Iteration 34Q: 3 clusters Score -2.625817e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 174620 members 
Entering Unmasked Estep 
Score: -26258314.000000 Penalty: 6086.224609
	Iteration 35Q: 3 clusters Score -2.625831e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 175451 members 
Entering Unmasked Estep 
Score: -26258390.000000 Penalty: 6086.224609
	Iteration 36Q: 3 clusters Score -2.625839e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 176274 members 
Entering Unmasked Estep 
Score: -26258658.000000 Penalty: 6086.224609
	Iteration 37Q: 3 clusters Score -2.625866e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 177096 members 
Entering Unmasked Estep 
Score: -26258820.000000 Penalty: 6086.224609
	Iteration 38Q: 3 clusters Score -2.625882e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 177879 members 
Entering Unmasked Estep 
Score: -26258848.000000 Penalty: 6086.224609
	Iteration 39Q: 3 clusters Score -2.625885e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 178652 members 
Entering Unmasked Estep 
Score: -26258918.000000 Penalty: 6086.224609
	Iteration 40F: 3 clusters Score -2.625892e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 179424 members 
Entering Unmasked Estep 
Score: -26258904.000000 Penalty: 6086.224609
	Iteration 41Q: 3 clusters Score -2.62589e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 180101 members 
Entering Unmasked Estep 
Score: -26258984.000000 Penalty: 6086.224609
	Iteration 42Q: 3 clusters Score -2.625898e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 180748 members 
Entering Unmasked Estep 
Score: -26258948.000000 Penalty: 6086.224609
	Iteration 43Q: 3 clusters Score -2.625895e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 181374 members 
Entering Unmasked Estep 
Score: -26259002.000000 Penalty: 6086.224609
	Iteration 44Q: 3 clusters Score -2.6259e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 181970 members 
Entering Unmasked Estep 
Score: -26259086.000000 Penalty: 6086.224609
	Iteration 45Q: 3 clusters Score -2.625909e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 182563 members 
Entering Unmasked Estep 
Score: -26259108.000000 Penalty: 6086.224609
	Iteration 46Q: 3 clusters Score -2.625911e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 183118 members 
Entering Unmasked Estep 
Score: -26259114.000000 Penalty: 6086.224609
	Iteration 47Q: 3 clusters Score -2.625911e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 183681 members 
Entering Unmasked Estep 
Score: -26259152.000000 Penalty: 6086.224609
	Iteration 48Q: 3 clusters Score -2.625915e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 184226 members 
Entering Unmasked Estep 
Score: -26259148.000000 Penalty: 6086.224609
	Iteration 49Q: 3 clusters Score -2.625915e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 184762 members 
Entering Unmasked Estep 
Score: -26259190.000000 Penalty: 6086.224609
	Iteration 50Q: 3 clusters Score -2.625919e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 185305 members 
Entering Unmasked Estep 
Score: -26259276.000000 Penalty: 6086.224609
	Iteration 51Q: 3 clusters Score -2.625928e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 185835 members 
Entering Unmasked Estep 
Score: -26259294.000000 Penalty: 6086.224609
	Iteration 52Q: 3 clusters Score -2.625929e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 186361 members 
Entering Unmasked Estep 
Score: -26259272.000000 Penalty: 6086.224609
	Iteration 53Q: 3 clusters Score -2.625927e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 186828 members 
Entering Unmasked Estep 
Score: -26259270.000000 Penalty: 6086.224609
	Iteration 54Q: 3 clusters Score -2.625927e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 187299 members 
Entering Unmasked Estep 
Score: -26259306.000000 Penalty: 6086.224609
	Iteration 55Q: 3 clusters Score -2.625931e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 187778 members 
Entering Unmasked Estep 
Score: -26259420.000000 Penalty: 6086.224609
	Iteration 56Q: 3 clusters Score -2.625942e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 188254 members 
Entering Unmasked Estep 
Score: -26259436.000000 Penalty: 6086.224609
	Iteration 57Q: 3 clusters Score -2.625944e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 188719 members 
Entering Unmasked Estep 
Score: -26259408.000000 Penalty: 6086.224609
	Iteration 58Q: 3 clusters Score -2.625941e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 189197 members 
Entering Unmasked Estep 
Score: -26259412.000000 Penalty: 6086.224609
	Iteration 59Q: 3 clusters Score -2.625941e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 189638 members 
Entering Unmasked Estep 
Score: -26259408.000000 Penalty: 6086.224609
	Iteration 60F: 3 clusters Score -2.625941e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 190070 members 
Entering Unmasked Estep 
Score: -26259514.000000 Penalty: 6086.224609
	Iteration 61Q: 3 clusters Score -2.625951e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 190479 members 
Entering Unmasked Estep 
Score: -26259414.000000 Penalty: 6086.224609
	Iteration 62Q: 3 clusters Score -2.625941e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 190890 members 
Entering Unmasked Estep 
Score: -26259402.000000 Penalty: 6086.224609
	Iteration 63Q: 3 clusters Score -2.62594e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 191269 members 
Entering Unmasked Estep 
Score: -26259328.000000 Penalty: 6086.224609
	Iteration 64Q: 3 clusters Score -2.625933e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 191637 members 
Entering Unmasked Estep 
Score: -26259322.000000 Penalty: 6086.224609
	Iteration 65Q: 3 clusters Score -2.625932e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 191989 members 
Entering Unmasked Estep 
Score: -26259316.000000 Penalty: 6086.224609
	Iteration 66Q: 3 clusters Score -2.625932e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 192328 members 
Entering Unmasked Estep 
Score: -26259392.000000 Penalty: 6086.224609
	Iteration 67Q: 3 clusters Score -2.625939e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 192644 members 
Entering Unmasked Estep 
Score: -26259352.000000 Penalty: 6086.224609
	Iteration 68Q: 3 clusters Score -2.625935e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 192945 members 
Entering Unmasked Estep 
Score: -26259342.000000 Penalty: 6086.224609
	Iteration 69Q: 3 clusters Score -2.625934e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 193257 members 
Entering Unmasked Estep 
Score: -26259342.000000 Penalty: 6086.224609
	Iteration 70Q: 3 clusters Score -2.625934e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 193542 members 
Entering Unmasked Estep 
Score: -26259400.000000 Penalty: 6086.224609
	Iteration 71Q: 3 clusters Score -2.62594e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 193817 members 
Entering Unmasked Estep 
Score: -26259428.000000 Penalty: 6086.224609
	Iteration 72Q: 3 clusters Score -2.625943e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 194109 members 
Entering Unmasked Estep 
Score: -26259420.000000 Penalty: 6086.224609
	Iteration 73Q: 3 clusters Score -2.625942e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 194391 members 
Entering Unmasked Estep 
Score: -26259420.000000 Penalty: 6086.224609
	Iteration 74Q: 3 clusters Score -2.625942e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 194686 members 
Entering Unmasked Estep 
Score: -26259424.000000 Penalty: 6086.224609
	Iteration 75Q: 3 clusters Score -2.625942e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 194961 members 
Entering Unmasked Estep 
Score: -26259398.000000 Penalty: 6086.224609
	Iteration 76Q: 3 clusters Score -2.62594e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 195253 members 
Entering Unmasked Estep 
Score: -26259436.000000 Penalty: 6086.224609
	Iteration 77Q: 3 clusters Score -2.625944e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 195512 members 
Entering Unmasked Estep 
Score: -26259418.000000 Penalty: 6086.224609
	Iteration 78Q: 3 clusters Score -2.625942e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 195759 members 
Entering Unmasked Estep 
Score: -26259374.000000 Penalty: 6086.224609
	Iteration 79Q: 3 clusters Score -2.625937e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 195958 members 
Entering Unmasked Estep 
Score: -26259366.000000 Penalty: 6086.224609
	Iteration 80F: 3 clusters Score -2.625937e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 196175 members 
Entering Unmasked Estep 
Score: -26259388.000000 Penalty: 6086.224609
	Iteration 81Q: 3 clusters Score -2.625939e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 196390 members 
Entering Unmasked Estep 
Score: -26259478.000000 Penalty: 6086.224609
	Iteration 82Q: 3 clusters Score -2.625948e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 196616 members 
Entering Unmasked Estep 
Score: -26259458.000000 Penalty: 6086.224609
	Iteration 83Q: 3 clusters Score -2.625946e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 196828 members 
Entering Unmasked Estep 
Score: -26259498.000000 Penalty: 6086.224609
	Iteration 84Q: 3 clusters Score -2.62595e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 197007 members 
Entering Unmasked Estep 
Score: -26259430.000000 Penalty: 6086.224609
	Iteration 85Q: 3 clusters Score -2.625943e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 197200 members 
Entering Unmasked Estep 
Score: -26259462.000000 Penalty: 6086.224609
	Iteration 86Q: 3 clusters Score -2.625946e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 197395 members 
Entering Unmasked Estep 
Score: -26259450.000000 Penalty: 6086.224609
	Iteration 87Q: 3 clusters Score -2.625945e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 197594 members 
Entering Unmasked Estep 
Score: -26259444.000000 Penalty: 6086.224609
	Iteration 88Q: 3 clusters Score -2.625944e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 197795 members 
Entering Unmasked Estep 
Score: -26259448.000000 Penalty: 6086.224609
	Iteration 89Q: 3 clusters Score -2.625945e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 197974 members 
Entering Unmasked Estep 
Score: -26259470.000000 Penalty: 6086.224609
	Iteration 90Q: 3 clusters Score -2.625947e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 198136 members 
Entering Unmasked Estep 
Score: -26259414.000000 Penalty: 6086.224609
	Iteration 91Q: 3 clusters Score -2.625941e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 198307 members 
Entering Unmasked Estep 
Score: -26259402.000000 Penalty: 6086.224609
	Iteration 92Q: 3 clusters Score -2.62594e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 198470 members 
Entering Unmasked Estep 
Score: -26259430.000000 Penalty: 6086.224609
	Iteration 93Q: 3 clusters Score -2.625943e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 198652 members 
Entering Unmasked Estep 
Score: -26259408.000000 Penalty: 6086.224609
	Iteration 94Q: 3 clusters Score -2.625941e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 198840 members 
Entering Unmasked Estep 
Score: -26259392.000000 Penalty: 6086.224609
	Iteration 95Q: 3 clusters Score -2.625939e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 199024 members 
Entering Unmasked Estep 
Score: -26259374.000000 Penalty: 6086.224609
	Iteration 96Q: 3 clusters Score -2.625937e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 199201 members 
Entering Unmasked Estep 
Score: -26259400.000000 Penalty: 6086.224609
	Iteration 97Q: 3 clusters Score -2.62594e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 199370 members 
Entering Unmasked Estep 
Score: -26259418.000000 Penalty: 6086.224609
	Iteration 98Q: 3 clusters Score -2.625942e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 199538 members 
Entering Unmasked Estep 
Score: -26259390.000000 Penalty: 6086.224609
	Iteration 99Q: 3 clusters Score -2.625939e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 199698 members 
Entering Unmasked Estep 
Score: -26259390.000000 Penalty: 6086.224609
	Iteration 100F: 3 clusters Score -2.625939e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 199852 members 
Entering Unmasked Estep 
Score: -26259428.000000 Penalty: 6086.224609
	Iteration 101Q: 3 clusters Score -2.625943e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 199995 members 
Entering Unmasked Estep 
Score: -26259446.000000 Penalty: 6086.224609
	Iteration 102Q: 3 clusters Score -2.625945e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 200102 members 
Entering Unmasked Estep 
Score: -26259448.000000 Penalty: 6086.224609
	Iteration 103Q: 3 clusters Score -2.625945e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 200197 members 
Entering Unmasked Estep 
Score: -26259388.000000 Penalty: 6086.224609
	Iteration 104Q: 3 clusters Score -2.625939e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 200297 members 
Entering Unmasked Estep 
Score: -26259384.000000 Penalty: 6086.224609
	Iteration 105Q: 3 clusters Score -2.625938e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 200391 members 
Entering Unmasked Estep 
Score: -26259382.000000 Penalty: 6086.224609
	Iteration 106Q: 3 clusters Score -2.625938e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 200498 members 
Entering Unmasked Estep 
Score: -26259400.000000 Penalty: 6086.224609
	Iteration 107Q: 3 clusters Score -2.62594e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 200601 members 
Entering Unmasked Estep 
Score: -26259438.000000 Penalty: 6086.224609
	Iteration 108Q: 3 clusters Score -2.625944e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 200691 members 
Entering Unmasked Estep 
Score: -26259458.000000 Penalty: 6086.224609
	Iteration 109Q: 3 clusters Score -2.625946e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 200791 members 
Entering Unmasked Estep 
Score: -26259504.000000 Penalty: 6086.224609
	Iteration 110Q: 3 clusters Score -2.62595e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 200901 members 
Entering Unmasked Estep 
Score: -26259502.000000 Penalty: 6086.224609
	Iteration 111Q: 3 clusters Score -2.62595e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 201009 members 
Entering Unmasked Estep 
Score: -26259530.000000 Penalty: 6086.224609
	Iteration 112Q: 3 clusters Score -2.625953e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 201117 members 
Entering Unmasked Estep 
Score: -26259544.000000 Penalty: 6086.224609
	Iteration 113Q: 3 clusters Score -2.625954e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 201220 members 
Entering Unmasked Estep 
Score: -26259528.000000 Penalty: 6086.224609
	Iteration 114Q: 3 clusters Score -2.625953e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 201329 members 
Entering Unmasked Estep 
Score: -26259536.000000 Penalty: 6086.224609
	Iteration 115Q: 3 clusters Score -2.625954e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 201433 members 
Entering Unmasked Estep 
Score: -26259510.000000 Penalty: 6086.224609
	Iteration 116Q: 3 clusters Score -2.625951e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 201532 members 
Entering Unmasked Estep 
Score: -26259536.000000 Penalty: 6086.224609
	Iteration 117Q: 3 clusters Score -2.625954e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 201619 members 
Entering Unmasked Estep 
Score: -26259526.000000 Penalty: 6086.224609
	Iteration 118Q: 3 clusters Score -2.625953e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 201705 members 
Entering Unmasked Estep 
Score: -26259512.000000 Penalty: 6086.224609
	Iteration 119Q: 3 clusters Score -2.625951e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 201790 members 
Entering Unmasked Estep 
Score: -26259490.000000 Penalty: 6086.224609
	Iteration 120F: 3 clusters Score -2.625949e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 201875 members 
Entering Unmasked Estep 
Score: -26259490.000000 Penalty: 6086.224609
	Iteration 121Q: 3 clusters Score -2.625949e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 201960 members 
Entering Unmasked Estep 
Score: -26259474.000000 Penalty: 6086.224609
	Iteration 122Q: 3 clusters Score -2.625947e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 202063 members 
Entering Unmasked Estep 
Score: -26259532.000000 Penalty: 6086.224609
	Iteration 123Q: 3 clusters Score -2.625953e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 202170 members 
Entering Unmasked Estep 
Score: -26259512.000000 Penalty: 6086.224609
	Iteration 124Q: 3 clusters Score -2.625951e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 202281 members 
Entering Unmasked Estep 
Score: -26259528.000000 Penalty: 6086.224609
	Iteration 125Q: 3 clusters Score -2.625953e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 202400 members 
Entering Unmasked Estep 
Score: -26259540.000000 Penalty: 6086.224609
	Iteration 126Q: 3 clusters Score -2.625954e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 202524 members 
Entering Unmasked Estep 
Score: -26259576.000000 Penalty: 6086.224609
	Iteration 127Q: 3 clusters Score -2.625958e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 202642 members 
Entering Unmasked Estep 
Score: -26259600.000000 Penalty: 6086.224609
	Iteration 128Q: 3 clusters Score -2.62596e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 202758 members 
Entering Unmasked Estep 
Score: -26259566.000000 Penalty: 6086.224609
	Iteration 129Q: 3 clusters Score -2.625957e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 202875 members 
Entering Unmasked Estep 
Score: -26259568.000000 Penalty: 6086.224609
	Iteration 130Q: 3 clusters Score -2.625957e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 202984 members 
Entering Unmasked Estep 
Score: -26259604.000000 Penalty: 6086.224609
	Iteration 131Q: 3 clusters Score -2.62596e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 203090 members 
Entering Unmasked Estep 
Score: -26259630.000000 Penalty: 6086.224609
	Iteration 132Q: 3 clusters Score -2.625963e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 203187 members 
Entering Unmasked Estep 
Score: -26259638.000000 Penalty: 6086.224609
	Iteration 133Q: 3 clusters Score -2.625964e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 203284 members 
Entering Unmasked Estep 
Score: -26259678.000000 Penalty: 6086.224609
	Iteration 134Q: 3 clusters Score -2.625968e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 203387 members 
Entering Unmasked Estep 
Score: -26259700.000000 Penalty: 6086.224609
	Iteration 135Q: 3 clusters Score -2.62597e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 203503 members 
Entering Unmasked Estep 
Score: -26259636.000000 Penalty: 6086.224609
	Iteration 136Q: 3 clusters Score -2.625964e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 203615 members 
Entering Unmasked Estep 
Score: -26259656.000000 Penalty: 6086.224609
	Iteration 137Q: 3 clusters Score -2.625966e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 203743 members 
Entering Unmasked Estep 
Score: -26259650.000000 Penalty: 6086.224609
	Iteration 138Q: 3 clusters Score -2.625965e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 203875 members 
Entering Unmasked Estep 
Score: -26259620.000000 Penalty: 6086.224609
	Iteration 139Q: 3 clusters Score -2.625962e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 204004 members 
Entering Unmasked Estep 
Score: -26259638.000000 Penalty: 6086.224609
	Iteration 140F: 3 clusters Score -2.625964e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 204128 members 
Entering Unmasked Estep 
Score: -26259688.000000 Penalty: 6086.224609
	Iteration 141Q: 3 clusters Score -2.625969e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 204253 members 
Entering Unmasked Estep 
Score: -26259680.000000 Penalty: 6086.224609
	Iteration 142Q: 3 clusters Score -2.625968e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 204372 members 
Entering Unmasked Estep 
Score: -26259676.000000 Penalty: 6086.224609
	Iteration 143Q: 3 clusters Score -2.625968e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 204496 members 
Entering Unmasked Estep 
Score: -26259702.000000 Penalty: 6086.224609
	Iteration 144Q: 3 clusters Score -2.62597e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 204633 members 
Entering Unmasked Estep 
Score: -26259734.000000 Penalty: 6086.224609
	Iteration 145Q: 3 clusters Score -2.625973e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 204763 members 
Entering Unmasked Estep 
Score: -26259738.000000 Penalty: 6086.224609
	Iteration 146Q: 3 clusters Score -2.625974e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 204910 members 
Entering Unmasked Estep 
Score: -26259806.000000 Penalty: 6086.224609
	Iteration 147Q: 3 clusters Score -2.625981e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 205049 members 
Entering Unmasked Estep 
Score: -26259804.000000 Penalty: 6086.224609
	Iteration 148Q: 3 clusters Score -2.62598e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 205187 members 
Entering Unmasked Estep 
Score: -26259764.000000 Penalty: 6086.224609
	Iteration 149Q: 3 clusters Score -2.625976e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 205311 members 
Entering Unmasked Estep 
Score: -26259762.000000 Penalty: 6086.224609
	Iteration 150Q: 3 clusters Score -2.625976e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 205416 members 
Entering Unmasked Estep 
Score: -26259796.000000 Penalty: 6086.224609
	Iteration 151Q: 3 clusters Score -2.62598e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 205520 members 
Entering Unmasked Estep 
Score: -26259784.000000 Penalty: 6086.224609
	Iteration 152Q: 3 clusters Score -2.625978e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 205618 members 
Entering Unmasked Estep 
Score: -26259834.000000 Penalty: 6086.224609
	Iteration 153Q: 3 clusters Score -2.625983e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 205718 members 
Entering Unmasked Estep 
Score: -26259806.000000 Penalty: 6086.224609
	Iteration 154Q: 3 clusters Score -2.625981e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 205826 members 
Entering Unmasked Estep 
Score: -26259790.000000 Penalty: 6086.224609
	Iteration 155Q: 3 clusters Score -2.625979e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 205922 members 
Entering Unmasked Estep 
Score: -26259812.000000 Penalty: 6086.224609
	Iteration 156Q: 3 clusters Score -2.625981e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 206025 members 
Entering Unmasked Estep 
Score: -26259782.000000 Penalty: 6086.224609
	Iteration 157Q: 3 clusters Score -2.625978e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 206127 members 
Entering Unmasked Estep 
Score: -26259784.000000 Penalty: 6086.224609
	Iteration 158Q: 3 clusters Score -2.625978e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 206228 members 
Entering Unmasked Estep 
Score: -26259810.000000 Penalty: 6086.224609
	Iteration 159Q: 3 clusters Score -2.625981e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 206334 members 
Entering Unmasked Estep 
Score: -26259782.000000 Penalty: 6086.224609
	Iteration 160F: 3 clusters Score -2.625978e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 206448 members 
Entering Unmasked Estep 
Score: -26259822.000000 Penalty: 6086.224609
	Iteration 161Q: 3 clusters Score -2.625982e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 206568 members 
Entering Unmasked Estep 
Score: -26259848.000000 Penalty: 6086.224609
	Iteration 162Q: 3 clusters Score -2.625985e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 206670 members 
Entering Unmasked Estep 
Score: -26259824.000000 Penalty: 6086.224609
	Iteration 163Q: 3 clusters Score -2.625982e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 206779 members 
Entering Unmasked Estep 
Score: -26259798.000000 Penalty: 6086.224609
	Iteration 164Q: 3 clusters Score -2.62598e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 206896 members 
Entering Unmasked Estep 
Score: -26259804.000000 Penalty: 6086.224609
	Iteration 165Q: 3 clusters Score -2.62598e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 207000 members 
Entering Unmasked Estep 
Score: -26259828.000000 Penalty: 6086.224609
	Iteration 166Q: 3 clusters Score -2.625983e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 207104 members 
Entering Unmasked Estep 
Score: -26259872.000000 Penalty: 6086.224609
	Iteration 167Q: 3 clusters Score -2.625987e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 207230 members 
Entering Unmasked Estep 
Score: -26259906.000000 Penalty: 6086.224609
	Iteration 168Q: 3 clusters Score -2.625991e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 207365 members 
Entering Unmasked Estep 
Score: -26259898.000000 Penalty: 6086.224609
	Iteration 169Q: 3 clusters Score -2.62599e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 207493 members 
Entering Unmasked Estep 
Score: -26259882.000000 Penalty: 6086.224609
	Iteration 170Q: 3 clusters Score -2.625988e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 207608 members 
Entering Unmasked Estep 
Score: -26259848.000000 Penalty: 6086.224609
	Iteration 171Q: 3 clusters Score -2.625985e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 207733 members 
Entering Unmasked Estep 
Score: -26259820.000000 Penalty: 6086.224609
	Iteration 172Q: 3 clusters Score -2.625982e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 207856 members 
Entering Unmasked Estep 
Score: -26259806.000000 Penalty: 6086.224609
	Iteration 173Q: 3 clusters Score -2.625981e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 207976 members 
Entering Unmasked Estep 
Score: -26259810.000000 Penalty: 6086.224609
	Iteration 174Q: 3 clusters Score -2.625981e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 208105 members 
Entering Unmasked Estep 
Score: -26259808.000000 Penalty: 6086.224609
	Iteration 175Q: 3 clusters Score -2.625981e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 208250 members 
Entering Unmasked Estep 
Score: -26259868.000000 Penalty: 6086.224609
	Iteration 176Q: 3 clusters Score -2.625987e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 208374 members 
Entering Unmasked Estep 
Score: -26259852.000000 Penalty: 6086.224609
	Iteration 177Q: 3 clusters Score -2.625985e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 208502 members 
Entering Unmasked Estep 
Score: -26259878.000000 Penalty: 6086.224609
	Iteration 178Q: 3 clusters Score -2.625988e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 208637 members 
Entering Unmasked Estep 
Score: -26259830.000000 Penalty: 6086.224609
	Iteration 179Q: 3 clusters Score -2.625983e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 208773 members 
Entering Unmasked Estep 
Score: -26259804.000000 Penalty: 6086.224609
	Iteration 180F: 3 clusters Score -2.62598e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 208891 members 
Entering Unmasked Estep 
Score: -26259862.000000 Penalty: 6086.224609
	Iteration 181Q: 3 clusters Score -2.625986e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 209018 members 
Entering Unmasked Estep 
Score: -26259924.000000 Penalty: 6086.224609
	Iteration 182Q: 3 clusters Score -2.625992e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 209144 members 
Entering Unmasked Estep 
Score: -26259952.000000 Penalty: 6086.224609
	Iteration 183Q: 3 clusters Score -2.625995e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 209275 members 
Entering Unmasked Estep 
Score: -26259966.000000 Penalty: 6086.224609
	Iteration 184Q: 3 clusters Score -2.625997e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 209397 members 
Entering Unmasked Estep 
Score: -26259970.000000 Penalty: 6086.224609
	Iteration 185Q: 3 clusters Score -2.625997e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 209509 members 
Entering Unmasked Estep 
Score: -26259918.000000 Penalty: 6086.224609
	Iteration 186Q: 3 clusters Score -2.625992e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 209636 members 
Entering Unmasked Estep 
Score: -26259954.000000 Penalty: 6086.224609
	Iteration 187Q: 3 clusters Score -2.625995e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 209752 members 
Entering Unmasked Estep 
Score: -26259966.000000 Penalty: 6086.224609
	Iteration 188Q: 3 clusters Score -2.625997e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 209842 members 
Entering Unmasked Estep 
Score: -26259980.000000 Penalty: 6086.224609
	Iteration 189Q: 3 clusters Score -2.625998e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 209921 members 
Entering Unmasked Estep 
Score: -26259976.000000 Penalty: 6086.224609
	Iteration 190Q: 3 clusters Score -2.625998e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 209990 members 
Entering Unmasked Estep 
Score: -26260004.000000 Penalty: 6086.224609
	Iteration 191Q: 3 clusters Score -2.626e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 210079 members 
Entering Unmasked Estep 
Score: -26260022.000000 Penalty: 6086.224609
	Iteration 192Q: 3 clusters Score -2.626002e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 210160 members 
Entering Unmasked Estep 
Score: -26260054.000000 Penalty: 6086.224609
	Iteration 193Q: 3 clusters Score -2.626005e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 210237 members 
Entering Unmasked Estep 
Score: -26260036.000000 Penalty: 6086.224609
	Iteration 194Q: 3 clusters Score -2.626004e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 210299 members 
Entering Unmasked Estep 
Score: -26260068.000000 Penalty: 6086.224609
	Iteration 195Q: 3 clusters Score -2.626007e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 210354 members 
Entering Unmasked Estep 
Score: -26260092.000000 Penalty: 6086.224609
	Iteration 196Q: 3 clusters Score -2.626009e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 210424 members 
Entering Unmasked Estep 
Score: -26260108.000000 Penalty: 6086.224609
	Iteration 197Q: 3 clusters Score -2.626011e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 210491 members 
Entering Unmasked Estep 
Score: -26260082.000000 Penalty: 6086.224609
	Iteration 198Q: 3 clusters Score -2.626008e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 210567 members 
Entering Unmasked Estep 
Score: -26260120.000000 Penalty: 6086.224609
	Iteration 199Q: 3 clusters Score -2.626012e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 210633 members 
Entering Unmasked Estep 
Score: -26260126.000000 Penalty: 6086.224609
	Iteration 200F: 3 clusters Score -2.626013e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 210697 members 
Entering Unmasked Estep 
Score: -26260150.000000 Penalty: 6086.224609
	Iteration 201Q: 3 clusters Score -2.626015e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 210769 members 
Entering Unmasked Estep 
Score: -26260128.000000 Penalty: 6086.224609
	Iteration 202Q: 3 clusters Score -2.626013e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 210831 members 
Entering Unmasked Estep 
Score: -26260116.000000 Penalty: 6086.224609
	Iteration 203Q: 3 clusters Score -2.626012e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 210907 members 
Entering Unmasked Estep 
Score: -26260134.000000 Penalty: 6086.224609
	Iteration 204Q: 3 clusters Score -2.626013e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 210972 members 
Entering Unmasked Estep 
Score: -26260154.000000 Penalty: 6086.224609
	Iteration 205Q: 3 clusters Score -2.626015e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 211026 members 
Entering Unmasked Estep 
Score: -26260128.000000 Penalty: 6086.224609
	Iteration 206Q: 3 clusters Score -2.626013e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 211073 members 
Entering Unmasked Estep 
Score: -26260134.000000 Penalty: 6086.224609
	Iteration 207Q: 3 clusters Score -2.626013e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 211124 members 
Entering Unmasked Estep 
Score: -26260124.000000 Penalty: 6086.224609
	Iteration 208Q: 3 clusters Score -2.626012e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 211182 members 
Entering Unmasked Estep 
Score: -26260102.000000 Penalty: 6086.224609
	Iteration 209Q: 3 clusters Score -2.62601e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 211249 members 
Entering Unmasked Estep 
Score: -26260152.000000 Penalty: 6086.224609
	Iteration 210Q: 3 clusters Score -2.626015e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 211301 members 
Entering Unmasked Estep 
Score: -26260172.000000 Penalty: 6086.224609
	Iteration 211Q: 3 clusters Score -2.626017e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 211352 members 
Entering Unmasked Estep 
Score: -26260166.000000 Penalty: 6086.224609
	Iteration 212Q: 3 clusters Score -2.626017e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 211412 members 
Entering Unmasked Estep 
Score: -26260154.000000 Penalty: 6086.224609
	Iteration 213Q: 3 clusters Score -2.626015e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 211456 members 
Entering Unmasked Estep 
Score: -26260200.000000 Penalty: 6086.224609
	Iteration 214Q: 3 clusters Score -2.62602e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 211500 members 
Entering Unmasked Estep 
Score: -26260180.000000 Penalty: 6086.224609
	Iteration 215Q: 3 clusters Score -2.626018e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 211548 members 
Entering Unmasked Estep 
Score: -26260174.000000 Penalty: 6086.224609
	Iteration 216Q: 3 clusters Score -2.626017e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 211588 members 
Entering Unmasked Estep 
Score: -26260196.000000 Penalty: 6086.224609
	Iteration 217Q: 3 clusters Score -2.62602e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 211627 members 
Entering Unmasked Estep 
Score: -26260184.000000 Penalty: 6086.224609
	Iteration 218Q: 3 clusters Score -2.626018e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 211658 members 
Entering Unmasked Estep 
Score: -26260172.000000 Penalty: 6086.224609
	Iteration 219Q: 3 clusters Score -2.626017e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 211681 members 
Entering Unmasked Estep 
Score: -26260172.000000 Penalty: 6086.224609
	Iteration 220F: 3 clusters Score -2.626017e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 211706 members 
Entering Unmasked Estep 
Score: -26260164.000000 Penalty: 6086.224609
	Iteration 221Q: 3 clusters Score -2.626016e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 211734 members 
Entering Unmasked Estep 
Score: -26260178.000000 Penalty: 6086.224609
	Iteration 222Q: 3 clusters Score -2.626018e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 211757 members 
Entering Unmasked Estep 
Score: -26260208.000000 Penalty: 6086.224609
	Iteration 223Q: 3 clusters Score -2.626021e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 211774 members 
Entering Unmasked Estep 
Score: -26260196.000000 Penalty: 6086.224609
	Iteration 224Q: 3 clusters Score -2.62602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 211790 members 
Entering Unmasked Estep 
Score: -26260212.000000 Penalty: 6086.224609
	Iteration 225Q: 3 clusters Score -2.626021e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 211810 members 
Entering Unmasked Estep 
Score: -26260214.000000 Penalty: 6086.224609
	Iteration 226Q: 3 clusters Score -2.626021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 211825 members 
Entering Unmasked Estep 
Score: -26260216.000000 Penalty: 6086.224609
	Iteration 227Q: 3 clusters Score -2.626022e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 211840 members 
Entering Unmasked Estep 
Score: -26260230.000000 Penalty: 6086.224609
	Iteration 228Q: 3 clusters Score -2.626023e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 211857 members 
Entering Unmasked Estep 
Score: -26260230.000000 Penalty: 6086.224609
	Iteration 229Q: 3 clusters Score -2.626023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 211870 members 
Entering Unmasked Estep 
Score: -26260226.000000 Penalty: 6086.224609
	Iteration 230Q: 3 clusters Score -2.626023e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 211881 members 
Entering Unmasked Estep 
Score: -26260242.000000 Penalty: 6086.224609
	Iteration 231Q: 3 clusters Score -2.626024e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 211887 members 
Entering Unmasked Estep 
Score: -26260234.000000 Penalty: 6086.224609
	Iteration 232Q: 3 clusters Score -2.626023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 211896 members 
Entering Unmasked Estep 
Score: -26260234.000000 Penalty: 6086.224609
	Iteration 233Q: 3 clusters Score -2.626023e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 211908 members 
Entering Unmasked Estep 
Score: -26260224.000000 Penalty: 6086.224609
	Iteration 234Q: 3 clusters Score -2.626022e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 211916 members 
Entering Unmasked Estep 
Score: -26260250.000000 Penalty: 6086.224609
	Iteration 235Q: 3 clusters Score -2.626025e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 211930 members 
Entering Unmasked Estep 
Score: -26260232.000000 Penalty: 6086.224609
	Iteration 236Q: 3 clusters Score -2.626023e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 211946 members 
Entering Unmasked Estep 
Score: -26260254.000000 Penalty: 6086.224609
	Iteration 237Q: 3 clusters Score -2.626025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 211957 members 
Entering Unmasked Estep 
Score: -26260262.000000 Penalty: 6086.224609
	Iteration 238Q: 3 clusters Score -2.626026e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 211974 members 
Entering Unmasked Estep 
Score: -26260274.000000 Penalty: 6086.224609
	Iteration 239Q: 3 clusters Score -2.626027e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 211987 members 
Entering Unmasked Estep 
Score: -26260284.000000 Penalty: 6086.224609
	Iteration 240F: 3 clusters Score -2.626028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 212000 members 
Entering Unmasked Estep 
Score: -26260272.000000 Penalty: 6086.224609
	Iteration 241Q: 3 clusters Score -2.626027e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 212012 members 
Entering Unmasked Estep 
Score: -26260272.000000 Penalty: 6086.224609
	Iteration 242Q: 3 clusters Score -2.626027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 212024 members 
Entering Unmasked Estep 
Score: -26260266.000000 Penalty: 6086.224609
	Iteration 243Q: 3 clusters Score -2.626027e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 212031 members 
Entering Unmasked Estep 
Score: -26260280.000000 Penalty: 6086.224609
	Iteration 244Q: 3 clusters Score -2.626028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 212036 members 
Entering Unmasked Estep 
Score: -26260264.000000 Penalty: 6086.224609
	Iteration 245Q: 3 clusters Score -2.626026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 212043 members 
Entering Unmasked Estep 
Score: -26260292.000000 Penalty: 6086.224609
	Iteration 246Q: 3 clusters Score -2.626029e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 212051 members 
Entering Unmasked Estep 
Score: -26260262.000000 Penalty: 6086.224609
	Iteration 247Q: 3 clusters Score -2.626026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 212062 members 
Entering Unmasked Estep 
Score: -26260286.000000 Penalty: 6086.224609
	Iteration 248Q: 3 clusters Score -2.626029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 212073 members 
Entering Unmasked Estep 
Score: -26260286.000000 Penalty: 6086.224609
	Iteration 249Q: 3 clusters Score -2.626029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 212083 members 
Entering Unmasked Estep 
Score: -26260296.000000 Penalty: 6086.224609
	Iteration 250Q: 3 clusters Score -2.62603e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 212093 members 
Entering Unmasked Estep 
Score: -26260314.000000 Penalty: 6086.224609
	Iteration 251Q: 3 clusters Score -2.626031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 212098 members 
Entering Unmasked Estep 
Score: -26260292.000000 Penalty: 6086.224609
	Iteration 252Q: 3 clusters Score -2.626029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 212103 members 
Entering Unmasked Estep 
Score: -26260304.000000 Penalty: 6086.224609
	Iteration 253Q: 3 clusters Score -2.62603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 212107 members 
Entering Unmasked Estep 
Score: -26260308.000000 Penalty: 6086.224609
	Iteration 254Q: 3 clusters Score -2.626031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 212110 members 
Entering Unmasked Estep 
Score: -26260304.000000 Penalty: 6086.224609
	Iteration 255Q: 3 clusters Score -2.62603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 212118 members 
Entering Unmasked Estep 
Score: -26260298.000000 Penalty: 6086.224609
	Iteration 256Q: 3 clusters Score -2.62603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 212121 members 
Entering Unmasked Estep 
Score: -26260298.000000 Penalty: 6086.224609
	Iteration 257Q: 3 clusters Score -2.62603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 212127 members 
Entering Unmasked Estep 
Score: -26260304.000000 Penalty: 6086.224609
	Iteration 258Q: 3 clusters Score -2.62603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 212133 members 
Entering Unmasked Estep 
Score: -26260304.000000 Penalty: 6086.224609
	Iteration 259Q: 3 clusters Score -2.62603e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 212135 members 
Entering Unmasked Estep 
Score: -26260314.000000 Penalty: 6086.224609
	Iteration 260F: 3 clusters Score -2.626031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -174142.343750 Penalty: 1830.766846
	Iteration 0F: 2 clusters Score -174142.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -171803.921875 Penalty: 3661.533691
	Iteration 0F: 3 clusters Score -171803.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -172403.171875 Penalty: 3661.533691
	Iteration 1F: 3 clusters Score -172403.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -172745.093750 Penalty: 3661.533691
	Iteration 2F: 3 clusters Score -172745.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -172961.203125 Penalty: 3661.533691
	Iteration 3F: 3 clusters Score -172961.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -173131.843750 Penalty: 3661.533691
	Iteration 4F: 3 clusters Score -173131.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -173277.500000 Penalty: 3661.533691
	Iteration 5F: 3 clusters Score -173277.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -173378.593750 Penalty: 3661.533691
	Iteration 6Q: 3 clusters Score -173378.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -173435.640625 Penalty: 3661.533691
	Iteration 7Q: 3 clusters Score -173435.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -173478.015625 Penalty: 3661.533691
	Iteration 8Q: 3 clusters Score -173478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -173511.203125 Penalty: 3661.533691
	Iteration 9Q: 3 clusters Score -173511.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -173542.078125 Penalty: 3661.533691
	Iteration 10Q: 3 clusters Score -173542.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -173577.015625 Penalty: 3661.533691
	Iteration 11Q: 3 clusters Score -173577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -173598.843750 Penalty: 3661.533691
	Iteration 12Q: 3 clusters Score -173598.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -173610.171875 Penalty: 3661.533691
	Iteration 13Q: 3 clusters Score -173610.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -173624.234375 Penalty: 3661.533691
	Iteration 14Q: 3 clusters Score -173624.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -173630.734375 Penalty: 3661.533691
	Iteration 15Q: 3 clusters Score -173630.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -173637.671875 Penalty: 3661.533691
	Iteration 16Q: 3 clusters Score -173637.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -173644.437500 Penalty: 3661.533691
	Iteration 17Q: 3 clusters Score -173644.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -173649.375000 Penalty: 3661.533691
	Iteration 18Q: 3 clusters Score -173649.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -173651.140625 Penalty: 3661.533691
	Iteration 19Q: 3 clusters Score -173651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -173654.531250 Penalty: 3661.533691
	Iteration 20F: 3 clusters Score -173654.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -173660.640625 Penalty: 3661.533691
	Iteration 21Q: 3 clusters Score -173660.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -173666.578125 Penalty: 3661.533691
	Iteration 22Q: 3 clusters Score -173666.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -173666.578125 Penalty: 3661.533691
	Iteration 23F: 3 clusters Score -173666.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -92151.000000 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -92151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -90394.187500 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -90394.19 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -90763.515625 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -90763.52 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -90960.218750 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -90960.22 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -91080.671875 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -91080.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -91174.671875 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -91174.67 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -91261.210938 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -91261.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -91342.460938 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -91342.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -91439.210938 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -91439.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -91506.531250 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -91506.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -91545.992188 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -91545.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -91582.335938 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -91582.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91591.992188 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -91591.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -91607.242188 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -91607.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91630.835938 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -91630.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -91638.492188 Penalty: 3371.778320
	Iteration 14Q: 3 clusters Score -91638.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -91645.664062 Penalty: 3371.778320
	Iteration 15Q: 3 clusters Score -91645.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -91662.500000 Penalty: 3371.778320
	Iteration 16Q: 3 clusters Score -91662.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91674.945312 Penalty: 3371.778320
	Iteration 17Q: 3 clusters Score -91674.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -91677.085938 Penalty: 3371.778320
	Iteration 18Q: 3 clusters Score -91677.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91681.968750 Penalty: 3371.778320
	Iteration 19Q: 3 clusters Score -91681.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91684.046875 Penalty: 3371.778320
	Iteration 20F: 3 clusters Score -91684.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91704.234375 Penalty: 3371.778320
	Iteration 21Q: 3 clusters Score -91704.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91714.328125 Penalty: 3371.778320
	Iteration 22Q: 3 clusters Score -91714.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91715.796875 Penalty: 3371.778320
	Iteration 23Q: 3 clusters Score -91715.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91717.062500 Penalty: 3371.778320
	Iteration 24Q: 3 clusters Score -91717.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91717.062500 Penalty: 3371.778320
	Iteration 25F: 3 clusters Score -91717.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -18051.201172 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -18051.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16985.511719 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -16985.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17051.421875 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -17051.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17073.798828 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -17073.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -17073.798828 Penalty: 2583.905029
	Iteration 3F: 3 clusters Score -17073.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (117517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117517 members 
Entering Unmasked Estep 
Score: -14356494.000000 Penalty: 2895.235840
	Iteration 0F: 2 clusters Score -1.435649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -14277825.000000 Penalty: 5790.471680
	Iteration 0F: 3 clusters Score -1.427782e+07 nChanged 55879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -14309674.000000 Penalty: 5790.471680
	Iteration 1F: 3 clusters Score -1.430967e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 59435 members 
Entering Unmasked Estep 
Score: -14310281.000000 Penalty: 5790.471680
	Iteration 2Q: 3 clusters Score -1.431028e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -14311018.000000 Penalty: 5790.471680
	Iteration 3Q: 3 clusters Score -1.431102e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57538 members 
Mstep: Class 2 contains 59979 members 
Entering Unmasked Estep 
Score: -14311889.000000 Penalty: 5790.471680
	Iteration 4Q: 3 clusters Score -1.431189e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -14312999.000000 Penalty: 5790.471680
	Iteration 5Q: 3 clusters Score -1.4313e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56486 members 
Mstep: Class 2 contains 61031 members 
Entering Unmasked Estep 
Score: -14314779.000000 Penalty: 5790.471680
	Iteration 6Q: 3 clusters Score -1.431478e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55683 members 
Mstep: Class 2 contains 61834 members 
Entering Unmasked Estep 
Score: -14317547.000000 Penalty: 5790.471680
	Iteration 7Q: 3 clusters Score -1.431755e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 62906 members 
Entering Unmasked Estep 
Score: -14321763.000000 Penalty: 5790.471680
	Iteration 8F: 3 clusters Score -1.432176e+07 nChanged 7539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -14327492.000000 Penalty: 5790.471680
	Iteration 9F: 3 clusters Score -1.432749e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 66183 members 
Entering Unmasked Estep 
Score: -14333339.000000 Penalty: 5790.471680
	Iteration 10F: 3 clusters Score -1.433334e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
Score: -14337532.000000 Penalty: 5790.471680
	Iteration 11F: 3 clusters Score -1.433753e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 69143 members 
Entering Unmasked Estep 
Score: -14339715.000000 Penalty: 5790.471680
	Iteration 12Q: 3 clusters Score -1.433972e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 70468 members 
Entering Unmasked Estep 
Score: -14340790.000000 Penalty: 5790.471680
	Iteration 13Q: 3 clusters Score -1.434079e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 71805 members 
Entering Unmasked Estep 
Score: -14341523.000000 Penalty: 5790.471680
	Iteration 14Q: 3 clusters Score -1.434152e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44358 members 
Mstep: Class 2 contains 73159 members 
Entering Unmasked Estep 
Score: -14342217.000000 Penalty: 5790.471680
	Iteration 15Q: 3 clusters Score -1.434222e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 74522 members 
Entering Unmasked Estep 
Score: -14342790.000000 Penalty: 5790.471680
	Iteration 16Q: 3 clusters Score -1.434279e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 75840 members 
Entering Unmasked Estep 
Score: -14343361.000000 Penalty: 5790.471680
	Iteration 17Q: 3 clusters Score -1.434336e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 77123 members 
Entering Unmasked Estep 
Score: -14343882.000000 Penalty: 5790.471680
	Iteration 18Q: 3 clusters Score -1.434388e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 78407 members 
Entering Unmasked Estep 
Score: -14344254.000000 Penalty: 5790.471680
	Iteration 19Q: 3 clusters Score -1.434425e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 79660 members 
Entering Unmasked Estep 
Score: -14344729.000000 Penalty: 5790.471680
	Iteration 20F: 3 clusters Score -1.434473e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 80800 members 
Entering Unmasked Estep 
Score: -14344992.000000 Penalty: 5790.471680
	Iteration 21Q: 3 clusters Score -1.434499e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 81938 members 
Entering Unmasked Estep 
Score: -14345205.000000 Penalty: 5790.471680
	Iteration 22Q: 3 clusters Score -1.43452e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 83114 members 
Entering Unmasked Estep 
Score: -14345445.000000 Penalty: 5790.471680
	Iteration 23Q: 3 clusters Score -1.434544e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 84312 members 
Entering Unmasked Estep 
Score: -14345678.000000 Penalty: 5790.471680
	Iteration 24Q: 3 clusters Score -1.434568e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 85513 members 
Entering Unmasked Estep 
Score: -14345999.000000 Penalty: 5790.471680
	Iteration 25Q: 3 clusters Score -1.4346e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 86728 members 
Entering Unmasked Estep 
Score: -14346224.000000 Penalty: 5790.471680
	Iteration 26Q: 3 clusters Score -1.434622e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 87913 members 
Entering Unmasked Estep 
Score: -14346498.000000 Penalty: 5790.471680
	Iteration 27Q: 3 clusters Score -1.43465e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 89126 members 
Entering Unmasked Estep 
Score: -14346754.000000 Penalty: 5790.471680
	Iteration 28Q: 3 clusters Score -1.434675e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 90304 members 
Entering Unmasked Estep 
Score: -14347031.000000 Penalty: 5790.471680
	Iteration 29Q: 3 clusters Score -1.434703e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -14347341.000000 Penalty: 5790.471680
	Iteration 30Q: 3 clusters Score -1.434734e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 92615 members 
Entering Unmasked Estep 
Score: -14347579.000000 Penalty: 5790.471680
	Iteration 31Q: 3 clusters Score -1.434758e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -14347857.000000 Penalty: 5790.471680
	Iteration 32Q: 3 clusters Score -1.434786e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 94971 members 
Entering Unmasked Estep 
Score: -14348119.000000 Penalty: 5790.471680
	Iteration 33Q: 3 clusters Score -1.434812e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 96106 members 
Entering Unmasked Estep 
Score: -14348407.000000 Penalty: 5790.471680
	Iteration 34Q: 3 clusters Score -1.434841e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 97260 members 
Entering Unmasked Estep 
Score: -14348714.000000 Penalty: 5790.471680
	Iteration 35Q: 3 clusters Score -1.434871e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 98417 members 
Entering Unmasked Estep 
Score: -14348944.000000 Penalty: 5790.471680
	Iteration 36Q: 3 clusters Score -1.434894e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 99559 members 
Entering Unmasked Estep 
Score: -14349264.000000 Penalty: 5790.471680
	Iteration 37Q: 3 clusters Score -1.434926e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 100692 members 
Entering Unmasked Estep 
Score: -14349547.000000 Penalty: 5790.471680
	Iteration 38Q: 3 clusters Score -1.434955e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 101797 members 
Entering Unmasked Estep 
Score: -14349767.000000 Penalty: 5790.471680
	Iteration 39Q: 3 clusters Score -1.434977e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 102876 members 
Entering Unmasked Estep 
Score: -14350178.000000 Penalty: 5790.471680
	Iteration 40F: 3 clusters Score -1.435018e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 103869 members 
Entering Unmasked Estep 
Score: -14350461.000000 Penalty: 5790.471680
	Iteration 41Q: 3 clusters Score -1.435046e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 104869 members 
Entering Unmasked Estep 
Score: -14350750.000000 Penalty: 5790.471680
	Iteration 42Q: 3 clusters Score -1.435075e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 105812 members 
Entering Unmasked Estep 
Score: -14351037.000000 Penalty: 5790.471680
	Iteration 43Q: 3 clusters Score -1.435104e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 106681 members 
Entering Unmasked Estep 
Score: -14351283.000000 Penalty: 5790.471680
	Iteration 44Q: 3 clusters Score -1.435128e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 107527 members 
Entering Unmasked Estep 
Score: -14351424.000000 Penalty: 5790.471680
	Iteration 45Q: 3 clusters Score -1.435142e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 108359 members 
Entering Unmasked Estep 
Score: -14351764.000000 Penalty: 5790.471680
	Iteration 46Q: 3 clusters Score -1.435176e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 109146 members 
Entering Unmasked Estep 
Score: -14351997.000000 Penalty: 5790.471680
	Iteration 47Q: 3 clusters Score -1.4352e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 109895 members 
Entering Unmasked Estep 
Score: -14352214.000000 Penalty: 5790.471680
	Iteration 48Q: 3 clusters Score -1.435221e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 110624 members 
Entering Unmasked Estep 
Score: -14352467.000000 Penalty: 5790.471680
	Iteration 49Q: 3 clusters Score -1.435247e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 111316 members 
Entering Unmasked Estep 
Score: -14352706.000000 Penalty: 5790.471680
	Iteration 50Q: 3 clusters Score -1.435271e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 111938 members 
Entering Unmasked Estep 
Score: -14352912.000000 Penalty: 5790.471680
	Iteration 51Q: 3 clusters Score -1.435291e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 112524 members 
Entering Unmasked Estep 
Score: -14353102.000000 Penalty: 5790.471680
	Iteration 52Q: 3 clusters Score -1.43531e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 113006 members 
Entering Unmasked Estep 
Score: -14353308.000000 Penalty: 5790.471680
	Iteration 53Q: 3 clusters Score -1.435331e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 113422 members 
Entering Unmasked Estep 
Score: -14353481.000000 Penalty: 5790.471680
	Iteration 54Q: 3 clusters Score -1.435348e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 113788 members 
Entering Unmasked Estep 
Score: -14353631.000000 Penalty: 5790.471680
	Iteration 55Q: 3 clusters Score -1.435363e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 114099 members 
Entering Unmasked Estep 
Score: -14353750.000000 Penalty: 5790.471680
	Iteration 56Q: 3 clusters Score -1.435375e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 114337 members 
Entering Unmasked Estep 
Score: -14353841.000000 Penalty: 5790.471680
	Iteration 57Q: 3 clusters Score -1.435384e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 114532 members 
Entering Unmasked Estep 
Score: -14353866.000000 Penalty: 5790.471680
	Iteration 58Q: 3 clusters Score -1.435387e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 114700 members 
Entering Unmasked Estep 
Score: -14353940.000000 Penalty: 5790.471680
	Iteration 59Q: 3 clusters Score -1.435394e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 114851 members 
Entering Unmasked Estep 
Score: -14353996.000000 Penalty: 5790.471680
	Iteration 60F: 3 clusters Score -1.4354e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 114974 members 
Entering Unmasked Estep 
Score: -14354040.000000 Penalty: 5790.471680
	Iteration 61Q: 3 clusters Score -1.435404e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 115090 members 
Entering Unmasked Estep 
Score: -14354094.000000 Penalty: 5790.471680
	Iteration 62Q: 3 clusters Score -1.435409e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 115198 members 
Entering Unmasked Estep 
Score: -14354114.000000 Penalty: 5790.471680
	Iteration 63Q: 3 clusters Score -1.435411e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 115280 members 
Entering Unmasked Estep 
Score: -14354158.000000 Penalty: 5790.471680
	Iteration 64Q: 3 clusters Score -1.435416e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 115341 members 
Entering Unmasked Estep 
Score: -14354199.000000 Penalty: 5790.471680
	Iteration 65Q: 3 clusters Score -1.43542e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 115401 members 
Entering Unmasked Estep 
Score: -14354228.000000 Penalty: 5790.471680
	Iteration 66Q: 3 clusters Score -1.435423e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 115453 members 
Entering Unmasked Estep 
Score: -14354267.000000 Penalty: 5790.471680
	Iteration 67Q: 3 clusters Score -1.435427e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 115498 members 
Entering Unmasked Estep 
Score: -14354288.000000 Penalty: 5790.471680
	Iteration 68Q: 3 clusters Score -1.435429e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 115538 members 
Entering Unmasked Estep 
Score: -14354308.000000 Penalty: 5790.471680
	Iteration 69Q: 3 clusters Score -1.435431e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 115576 members 
Entering Unmasked Estep 
Score: -14354323.000000 Penalty: 5790.471680
	Iteration 70Q: 3 clusters Score -1.435432e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 115614 members 
Entering Unmasked Estep 
Score: -14354331.000000 Penalty: 5790.471680
	Iteration 71Q: 3 clusters Score -1.435433e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 115649 members 
Entering Unmasked Estep 
Score: -14354341.000000 Penalty: 5790.471680
	Iteration 72Q: 3 clusters Score -1.435434e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 115686 members 
Entering Unmasked Estep 
Score: -14354351.000000 Penalty: 5790.471680
	Iteration 73Q: 3 clusters Score -1.435435e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 115716 members 
Entering Unmasked Estep 
Score: -14354350.000000 Penalty: 5790.471680
	Iteration 74Q: 3 clusters Score -1.435435e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 115746 members 
Entering Unmasked Estep 
Score: -14354359.000000 Penalty: 5790.471680
	Iteration 75Q: 3 clusters Score -1.435436e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 115773 members 
Entering Unmasked Estep 
Score: -14354356.000000 Penalty: 5790.471680
	Iteration 76Q: 3 clusters Score -1.435436e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 115794 members 
Entering Unmasked Estep 
Score: -14354345.000000 Penalty: 5790.471680
	Iteration 77Q: 3 clusters Score -1.435434e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 115813 members 
Entering Unmasked Estep 
Score: -14354375.000000 Penalty: 5790.471680
	Iteration 78Q: 3 clusters Score -1.435438e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 115828 members 
Entering Unmasked Estep 
Score: -14354382.000000 Penalty: 5790.471680
	Iteration 79Q: 3 clusters Score -1.435438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 115833 members 
Entering Unmasked Estep 
Score: -14354400.000000 Penalty: 5790.471680
	Iteration 80F: 3 clusters Score -1.43544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 115842 members 
Entering Unmasked Estep 
Score: -14354391.000000 Penalty: 5790.471680
	Iteration 81Q: 3 clusters Score -1.435439e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 115852 members 
Entering Unmasked Estep 
Score: -14354406.000000 Penalty: 5790.471680
	Iteration 82Q: 3 clusters Score -1.435441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 115858 members 
Entering Unmasked Estep 
Score: -14354408.000000 Penalty: 5790.471680
	Iteration 83Q: 3 clusters Score -1.435441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 115860 members 
Entering Unmasked Estep 
Score: -14354404.000000 Penalty: 5790.471680
	Iteration 84Q: 3 clusters Score -1.43544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 115864 members 
Entering Unmasked Estep 
Score: -14354416.000000 Penalty: 5790.471680
	Iteration 85Q: 3 clusters Score -1.435442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 115868 members 
Entering Unmasked Estep 
Score: -14354416.000000 Penalty: 5790.471680
	Iteration 86Q: 3 clusters Score -1.435442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 115870 members 
Entering Unmasked Estep 
Score: -14354413.000000 Penalty: 5790.471680
	Iteration 87Q: 3 clusters Score -1.435441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 115871 members 
Entering Unmasked Estep 
Score: -14354416.000000 Penalty: 5790.471680
	Iteration 88Q: 3 clusters Score -1.435442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 115871 members 
Entering Unmasked Estep 
Score: -14354420.000000 Penalty: 5790.471680
	Iteration 89Q: 3 clusters Score -1.435442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 115870 members 
Entering Unmasked Estep 
Score: -14354422.000000 Penalty: 5790.471680
	Iteration 90Q: 3 clusters Score -1.435442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 115869 members 
Entering Unmasked Estep 
Score: -14354420.000000 Penalty: 5790.471680
	Iteration 91Q: 3 clusters Score -1.435442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 115868 members 
Entering Unmasked Estep 
Score: -14354422.000000 Penalty: 5790.471680
	Iteration 92Q: 3 clusters Score -1.435442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 115867 members 
Entering Unmasked Estep 
Score: -14354417.000000 Penalty: 5790.471680
	Iteration 93Q: 3 clusters Score -1.435442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 115867 members 
Entering Unmasked Estep 
Score: -14354419.000000 Penalty: 5790.471680
	Iteration 94Q: 3 clusters Score -1.435442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 115868 members 
Entering Unmasked Estep 
Score: -14354429.000000 Penalty: 5790.471680
	Iteration 95Q: 3 clusters Score -1.435443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 115868 members 
Entering Unmasked Estep 
Score: -14354429.000000 Penalty: 5790.471680
	Iteration 96F: 3 clusters Score -1.435443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -34602.804688 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -34602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33301.480469 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -33301.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -33392.855469 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -33392.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33423.519531 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -33423.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33432.945312 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -33432.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33436.523438 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -33436.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -33436.523438 Penalty: 2848.529785
	Iteration 5F: 3 clusters Score -33436.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190693 members 
Mstep: Class 2 contains 80662 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40716 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33113 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13607 members 
Mstep: Class 19 contains 53401 members 
Mstep: Class 20 contains 10463 members 
Mstep: Class 21 contains 19807 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53693 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245327 members 
Mstep: Class 32 contains 11335 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213334 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117517 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077584.000000 Penalty: 139228.203125
Iteration 399Q: 41 clusters Score -1.480776e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190690 members 
Mstep: Class 2 contains 80666 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40713 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33115 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13607 members 
Mstep: Class 19 contains 53400 members 
Mstep: Class 20 contains 10463 members 
Mstep: Class 21 contains 19809 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6730 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53692 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245315 members 
Mstep: Class 32 contains 11331 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213357 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117511 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077456.000000 Penalty: 139228.203125
Iteration 400F: 41 clusters Score -1.480775e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190682 members 
Mstep: Class 2 contains 80665 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60661 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40708 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33120 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13607 members 
Mstep: Class 19 contains 53398 members 
Mstep: Class 20 contains 10461 members 
Mstep: Class 21 contains 19812 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53692 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6125 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245331 members 
Mstep: Class 32 contains 11332 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213367 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117492 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077456.000000 Penalty: 139228.203125
Iteration 401Q: 41 clusters Score -1.480775e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190671 members 
Mstep: Class 2 contains 80666 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33122 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13607 members 
Mstep: Class 19 contains 53401 members 
Mstep: Class 20 contains 10459 members 
Mstep: Class 21 contains 19814 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53695 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6124 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245339 members 
Mstep: Class 32 contains 11333 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213379 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117477 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077376.000000 Penalty: 139228.203125
Iteration 402Q: 41 clusters Score -1.480774e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190670 members 
Mstep: Class 2 contains 80668 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33122 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13607 members 
Mstep: Class 19 contains 53404 members 
Mstep: Class 20 contains 10458 members 
Mstep: Class 21 contains 19810 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53698 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245326 members 
Mstep: Class 32 contains 11329 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213401 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117472 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077200.000000 Penalty: 139228.203125
Iteration 403Q: 41 clusters Score -1.480772e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190675 members 
Mstep: Class 2 contains 80672 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33122 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13607 members 
Mstep: Class 19 contains 53405 members 
Mstep: Class 20 contains 10457 members 
Mstep: Class 21 contains 19807 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53696 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245322 members 
Mstep: Class 32 contains 11329 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213406 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117467 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077200.000000 Penalty: 139228.203125
Iteration 404Q: 41 clusters Score -1.480772e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190673 members 
Mstep: Class 2 contains 80674 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33122 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13607 members 
Mstep: Class 19 contains 53407 members 
Mstep: Class 20 contains 10457 members 
Mstep: Class 21 contains 19806 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53698 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245313 members 
Mstep: Class 32 contains 11328 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213416 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117463 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077280.000000 Penalty: 139228.203125
Iteration 405Q: 41 clusters Score -1.480773e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190671 members 
Mstep: Class 2 contains 80674 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33122 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53404 members 
Mstep: Class 20 contains 10457 members 
Mstep: Class 21 contains 19810 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53697 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245311 members 
Mstep: Class 32 contains 11329 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213423 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117460 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077232.000000 Penalty: 139228.203125
Iteration 406Q: 41 clusters Score -1.480772e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190669 members 
Mstep: Class 2 contains 80679 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33122 members 
Mstep: Class 11 contains 8800 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53402 members 
Mstep: Class 20 contains 10457 members 
Mstep: Class 21 contains 19810 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53696 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245312 members 
Mstep: Class 32 contains 11331 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213431 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117449 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077296.000000 Penalty: 139228.203125
Iteration 407Q: 41 clusters Score -1.480773e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190667 members 
Mstep: Class 2 contains 80678 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33122 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53399 members 
Mstep: Class 20 contains 10457 members 
Mstep: Class 21 contains 19810 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53693 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245319 members 
Mstep: Class 32 contains 11331 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213438 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117443 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077312.000000 Penalty: 139228.203125
Iteration 408Q: 41 clusters Score -1.480773e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190665 members 
Mstep: Class 2 contains 80675 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60661 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53399 members 
Mstep: Class 20 contains 10457 members 
Mstep: Class 21 contains 19813 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53693 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245319 members 
Mstep: Class 32 contains 11329 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213454 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117431 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077408.000000 Penalty: 139228.203125
Iteration 409Q: 41 clusters Score -1.480774e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190658 members 
Mstep: Class 2 contains 80674 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60661 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53396 members 
Mstep: Class 20 contains 10457 members 
Mstep: Class 21 contains 19813 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53695 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245327 members 
Mstep: Class 32 contains 11327 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213461 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117428 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077328.000000 Penalty: 139228.203125
Iteration 410Q: 41 clusters Score -1.480773e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190661 members 
Mstep: Class 2 contains 80672 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60661 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53393 members 
Mstep: Class 20 contains 10457 members 
Mstep: Class 21 contains 19814 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53697 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245322 members 
Mstep: Class 32 contains 11327 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213467 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117427 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077344.000000 Penalty: 139228.203125
Iteration 411Q: 41 clusters Score -1.480773e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190659 members 
Mstep: Class 2 contains 80668 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53391 members 
Mstep: Class 20 contains 10456 members 
Mstep: Class 21 contains 19814 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53698 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245328 members 
Mstep: Class 32 contains 11328 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213471 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117425 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077472.000000 Penalty: 139228.203125
Iteration 412Q: 41 clusters Score -1.480775e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190657 members 
Mstep: Class 2 contains 80666 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53391 members 
Mstep: Class 20 contains 10453 members 
Mstep: Class 21 contains 19815 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53698 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245331 members 
Mstep: Class 32 contains 11325 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213488 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117415 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077472.000000 Penalty: 139228.203125
Iteration 413Q: 41 clusters Score -1.480775e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190654 members 
Mstep: Class 2 contains 80666 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53393 members 
Mstep: Class 20 contains 10451 members 
Mstep: Class 21 contains 19815 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53700 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245329 members 
Mstep: Class 32 contains 11327 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213494 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117410 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077424.000000 Penalty: 139228.203125
Iteration 414Q: 41 clusters Score -1.480774e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190651 members 
Mstep: Class 2 contains 80665 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53394 members 
Mstep: Class 20 contains 10450 members 
Mstep: Class 21 contains 19815 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53698 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245337 members 
Mstep: Class 32 contains 11329 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213498 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117402 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077424.000000 Penalty: 139228.203125
Iteration 415Q: 41 clusters Score -1.480774e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190646 members 
Mstep: Class 2 contains 80662 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53394 members 
Mstep: Class 20 contains 10450 members 
Mstep: Class 21 contains 19815 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53697 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245344 members 
Mstep: Class 32 contains 11331 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213502 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117397 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077344.000000 Penalty: 139228.203125
Iteration 416Q: 41 clusters Score -1.480773e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190639 members 
Mstep: Class 2 contains 80658 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53396 members 
Mstep: Class 20 contains 10450 members 
Mstep: Class 21 contains 19815 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53694 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245340 members 
Mstep: Class 32 contains 11338 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213512 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117395 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077312.000000 Penalty: 139228.203125
Iteration 417Q: 41 clusters Score -1.480773e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190638 members 
Mstep: Class 2 contains 80657 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53395 members 
Mstep: Class 20 contains 10450 members 
Mstep: Class 21 contains 19815 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53692 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245342 members 
Mstep: Class 32 contains 11341 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213514 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117394 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077408.000000 Penalty: 139228.203125
Iteration 418Q: 41 clusters Score -1.480774e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190643 members 
Mstep: Class 2 contains 80655 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53396 members 
Mstep: Class 20 contains 10450 members 
Mstep: Class 21 contains 19815 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53686 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6121 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245347 members 
Mstep: Class 32 contains 11340 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213524 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117383 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077328.000000 Penalty: 139228.203125
Iteration 419Q: 41 clusters Score -1.480773e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190648 members 
Mstep: Class 2 contains 80654 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3303 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40706 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53398 members 
Mstep: Class 20 contains 10450 members 
Mstep: Class 21 contains 19815 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53686 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6121 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245343 members 
Mstep: Class 32 contains 11337 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213532 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117374 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077376.000000 Penalty: 139228.203125
Iteration 420F: 41 clusters Score -1.480774e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190650 members 
Mstep: Class 2 contains 80655 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40705 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53400 members 
Mstep: Class 20 contains 10450 members 
Mstep: Class 21 contains 19816 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53684 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245346 members 
Mstep: Class 32 contains 11338 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213530 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117369 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077456.000000 Penalty: 139228.203125
Iteration 421Q: 41 clusters Score -1.480775e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190648 members 
Mstep: Class 2 contains 80655 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40706 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33120 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53400 members 
Mstep: Class 20 contains 10450 members 
Mstep: Class 21 contains 19817 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53685 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245360 members 
Mstep: Class 32 contains 11338 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213523 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117361 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077440.000000 Penalty: 139228.203125
Iteration 422Q: 41 clusters Score -1.480774e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190650 members 
Mstep: Class 2 contains 80655 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40703 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53401 members 
Mstep: Class 20 contains 10450 members 
Mstep: Class 21 contains 19817 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53683 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245374 members 
Mstep: Class 32 contains 11339 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213514 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117356 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077344.000000 Penalty: 139228.203125
Iteration 423Q: 41 clusters Score -1.480773e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190653 members 
Mstep: Class 2 contains 80655 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40702 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33121 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53402 members 
Mstep: Class 20 contains 10450 members 
Mstep: Class 21 contains 19817 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53684 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245374 members 
Mstep: Class 32 contains 11342 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213510 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117353 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077424.000000 Penalty: 139228.203125
Iteration 424Q: 41 clusters Score -1.480774e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190650 members 
Mstep: Class 2 contains 80658 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40700 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33125 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53401 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19817 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53684 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245371 members 
Mstep: Class 32 contains 11345 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213508 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117356 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077296.000000 Penalty: 139228.203125
Iteration 425Q: 41 clusters Score -1.480773e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190653 members 
Mstep: Class 2 contains 80655 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40697 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33129 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9342 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53400 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19817 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53683 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245374 members 
Mstep: Class 32 contains 11346 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213512 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117349 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077264.000000 Penalty: 139228.203125
Iteration 426Q: 41 clusters Score -1.480773e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190656 members 
Mstep: Class 2 contains 80653 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40693 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33132 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9343 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53400 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19817 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53683 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245371 members 
Mstep: Class 32 contains 11345 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213518 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117347 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077264.000000 Penalty: 139228.203125
Iteration 427Q: 41 clusters Score -1.480773e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190657 members 
Mstep: Class 2 contains 80653 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40692 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33132 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9344 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53398 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19817 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53684 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245363 members 
Mstep: Class 32 contains 11345 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213528 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117345 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077264.000000 Penalty: 139228.203125
Iteration 428Q: 41 clusters Score -1.480773e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190657 members 
Mstep: Class 2 contains 80655 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40691 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33133 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53397 members 
Mstep: Class 20 contains 10448 members 
Mstep: Class 21 contains 19818 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53685 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245360 members 
Mstep: Class 32 contains 11345 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213535 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117337 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077264.000000 Penalty: 139228.203125
Iteration 429Q: 41 clusters Score -1.480773e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190661 members 
Mstep: Class 2 contains 80657 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40691 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33134 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53396 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19817 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53683 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245343 members 
Mstep: Class 32 contains 11345 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213548 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117337 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077232.000000 Penalty: 139228.203125
Iteration 430Q: 41 clusters Score -1.480772e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190664 members 
Mstep: Class 2 contains 80657 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60660 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40691 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33134 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53396 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19816 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53682 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245338 members 
Mstep: Class 32 contains 11345 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213558 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117331 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077232.000000 Penalty: 139228.203125
Iteration 431Q: 41 clusters Score -1.480772e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190666 members 
Mstep: Class 2 contains 80656 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40691 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33134 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53397 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19816 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53681 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245337 members 
Mstep: Class 32 contains 11346 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213570 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117319 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077264.000000 Penalty: 139228.203125
Iteration 432Q: 41 clusters Score -1.480773e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190665 members 
Mstep: Class 2 contains 80658 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40691 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53397 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19816 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53679 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245336 members 
Mstep: Class 32 contains 11349 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213572 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117314 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077248.000000 Penalty: 139228.203125
Iteration 433Q: 41 clusters Score -1.480772e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190664 members 
Mstep: Class 2 contains 80658 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40691 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53397 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19817 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53679 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245335 members 
Mstep: Class 32 contains 11350 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213574 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117312 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077216.000000 Penalty: 139228.203125
Iteration 434Q: 41 clusters Score -1.480772e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190664 members 
Mstep: Class 2 contains 80659 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40691 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53396 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19818 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53679 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245339 members 
Mstep: Class 32 contains 11351 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213575 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117305 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077152.000000 Penalty: 139228.203125
Iteration 435Q: 41 clusters Score -1.480772e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190665 members 
Mstep: Class 2 contains 80660 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40691 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53396 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19819 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53678 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245338 members 
Mstep: Class 32 contains 11353 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213575 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117303 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077216.000000 Penalty: 139228.203125
Iteration 436Q: 41 clusters Score -1.480772e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190666 members 
Mstep: Class 2 contains 80659 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40691 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53396 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19819 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53677 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245333 members 
Mstep: Class 32 contains 11354 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213583 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117300 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077248.000000 Penalty: 139228.203125
Iteration 437Q: 41 clusters Score -1.480772e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190665 members 
Mstep: Class 2 contains 80661 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40691 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53397 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53677 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245337 members 
Mstep: Class 32 contains 11351 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213583 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117296 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077168.000000 Penalty: 139228.203125
Iteration 438Q: 41 clusters Score -1.480772e+08 nChanged 36
Entering ConstructFrom: 
Score: -148077168.000000 Penalty: 139228.203125
Entering ConstructFrom: 
Trying to split cluster 1 (190668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190668 members 
Entering Unmasked Estep 
Score: -23154046.000000 Penalty: 3015.255615
	Iteration 0F: 2 clusters Score -2.315405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95407 members 
Mstep: Class 2 contains 95261 members 
Entering Unmasked Estep 
Score: -23028002.000000 Penalty: 6030.511230
	Iteration 0F: 3 clusters Score -2.3028e+07 nChanged 91259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95648 members 
Mstep: Class 2 contains 95020 members 
Entering Unmasked Estep 
Score: -23081270.000000 Penalty: 6030.511230
	Iteration 1F: 3 clusters Score -2.308127e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95638 members 
Mstep: Class 2 contains 95030 members 
Entering Unmasked Estep 
Score: -23082782.000000 Penalty: 6030.511230
	Iteration 2Q: 3 clusters Score -2.308278e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95289 members 
Mstep: Class 2 contains 95379 members 
Entering Unmasked Estep 
Score: -23084778.000000 Penalty: 6030.511230
	Iteration 3Q: 3 clusters Score -2.308478e+07 nChanged 7724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94771 members 
Mstep: Class 2 contains 95897 members 
Entering Unmasked Estep 
Score: -23087912.000000 Penalty: 6030.511230
	Iteration 4Q: 3 clusters Score -2.308791e+07 nChanged 9233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94132 members 
Mstep: Class 2 contains 96536 members 
Entering Unmasked Estep 
Score: -23091962.000000 Penalty: 6030.511230
	Iteration 5Q: 3 clusters Score -2.309196e+07 nChanged 10314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93620 members 
Mstep: Class 2 contains 97048 members 
Entering Unmasked Estep 
Score: -23097118.000000 Penalty: 6030.511230
	Iteration 6F: 3 clusters Score -2.309712e+07 nChanged 10770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93546 members 
Mstep: Class 2 contains 97122 members 
Entering Unmasked Estep 
Score: -23102482.000000 Penalty: 6030.511230
	Iteration 7F: 3 clusters Score -2.310248e+07 nChanged 10096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93870 members 
Mstep: Class 2 contains 96798 members 
Entering Unmasked Estep 
Score: -23106962.000000 Penalty: 6030.511230
	Iteration 8F: 3 clusters Score -2.310696e+07 nChanged 8636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94692 members 
Mstep: Class 2 contains 95976 members 
Entering Unmasked Estep 
Score: -23110432.000000 Penalty: 6030.511230
	Iteration 9Q: 3 clusters Score -2.311043e+07 nChanged 7187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95849 members 
Mstep: Class 2 contains 94819 members 
Entering Unmasked Estep 
Score: -23112850.000000 Penalty: 6030.511230
	Iteration 10Q: 3 clusters Score -2.311285e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97306 members 
Mstep: Class 2 contains 93362 members 
Entering Unmasked Estep 
Score: -23115020.000000 Penalty: 6030.511230
	Iteration 11Q: 3 clusters Score -2.311502e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98956 members 
Mstep: Class 2 contains 91712 members 
Entering Unmasked Estep 
Score: -23117050.000000 Penalty: 6030.511230
	Iteration 12Q: 3 clusters Score -2.311705e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100610 members 
Mstep: Class 2 contains 90058 members 
Entering Unmasked Estep 
Score: -23119020.000000 Penalty: 6030.511230
	Iteration 13Q: 3 clusters Score -2.311902e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102186 members 
Mstep: Class 2 contains 88482 members 
Entering Unmasked Estep 
Score: -23120782.000000 Penalty: 6030.511230
	Iteration 14Q: 3 clusters Score -2.312078e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103635 members 
Mstep: Class 2 contains 87033 members 
Entering Unmasked Estep 
Score: -23122062.000000 Penalty: 6030.511230
	Iteration 15Q: 3 clusters Score -2.312206e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104885 members 
Mstep: Class 2 contains 85783 members 
Entering Unmasked Estep 
Score: -23123166.000000 Penalty: 6030.511230
	Iteration 16Q: 3 clusters Score -2.312317e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106200 members 
Mstep: Class 2 contains 84468 members 
Entering Unmasked Estep 
Score: -23123982.000000 Penalty: 6030.511230
	Iteration 17Q: 3 clusters Score -2.312398e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107516 members 
Mstep: Class 2 contains 83152 members 
Entering Unmasked Estep 
Score: -23124622.000000 Penalty: 6030.511230
	Iteration 18Q: 3 clusters Score -2.312462e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108916 members 
Mstep: Class 2 contains 81752 members 
Entering Unmasked Estep 
Score: -23125458.000000 Penalty: 6030.511230
	Iteration 19Q: 3 clusters Score -2.312546e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110501 members 
Mstep: Class 2 contains 80167 members 
Entering Unmasked Estep 
Score: -23126304.000000 Penalty: 6030.511230
	Iteration 20F: 3 clusters Score -2.31263e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112210 members 
Mstep: Class 2 contains 78458 members 
Entering Unmasked Estep 
Score: -23127292.000000 Penalty: 6030.511230
	Iteration 21Q: 3 clusters Score -2.312729e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114029 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -23128636.000000 Penalty: 6030.511230
	Iteration 22Q: 3 clusters Score -2.312864e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116015 members 
Mstep: Class 2 contains 74653 members 
Entering Unmasked Estep 
Score: -23130322.000000 Penalty: 6030.511230
	Iteration 23Q: 3 clusters Score -2.313032e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118220 members 
Mstep: Class 2 contains 72448 members 
Entering Unmasked Estep 
Score: -23132688.000000 Penalty: 6030.511230
	Iteration 24Q: 3 clusters Score -2.313269e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120579 members 
Mstep: Class 2 contains 70089 members 
Entering Unmasked Estep 
Score: -23135606.000000 Penalty: 6030.511230
	Iteration 25Q: 3 clusters Score -2.313561e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122815 members 
Mstep: Class 2 contains 67853 members 
Entering Unmasked Estep 
Score: -23139038.000000 Penalty: 6030.511230
	Iteration 26Q: 3 clusters Score -2.313904e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124639 members 
Mstep: Class 2 contains 66029 members 
Entering Unmasked Estep 
Score: -23141484.000000 Penalty: 6030.511230
	Iteration 27Q: 3 clusters Score -2.314148e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125944 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -23143426.000000 Penalty: 6030.511230
	Iteration 28Q: 3 clusters Score -2.314343e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126785 members 
Mstep: Class 2 contains 63883 members 
Entering Unmasked Estep 
Score: -23144756.000000 Penalty: 6030.511230
	Iteration 29Q: 3 clusters Score -2.314476e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127247 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -23145362.000000 Penalty: 6030.511230
	Iteration 30Q: 3 clusters Score -2.314536e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127536 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -23145764.000000 Penalty: 6030.511230
	Iteration 31Q: 3 clusters Score -2.314576e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127624 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -23145954.000000 Penalty: 6030.511230
	Iteration 32Q: 3 clusters Score -2.314595e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127616 members 
Mstep: Class 2 contains 63052 members 
Entering Unmasked Estep 
Score: -23146036.000000 Penalty: 6030.511230
	Iteration 33Q: 3 clusters Score -2.314604e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127582 members 
Mstep: Class 2 contains 63086 members 
Entering Unmasked Estep 
Score: -23146056.000000 Penalty: 6030.511230
	Iteration 34Q: 3 clusters Score -2.314606e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127500 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
Score: -23146148.000000 Penalty: 6030.511230
	Iteration 35Q: 3 clusters Score -2.314615e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127381 members 
Mstep: Class 2 contains 63287 members 
Entering Unmasked Estep 
Score: -23146220.000000 Penalty: 6030.511230
	Iteration 36Q: 3 clusters Score -2.314622e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127237 members 
Mstep: Class 2 contains 63431 members 
Entering Unmasked Estep 
Score: -23146222.000000 Penalty: 6030.511230
	Iteration 37Q: 3 clusters Score -2.314622e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127075 members 
Mstep: Class 2 contains 63593 members 
Entering Unmasked Estep 
Score: -23146162.000000 Penalty: 6030.511230
	Iteration 38Q: 3 clusters Score -2.314616e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126923 members 
Mstep: Class 2 contains 63745 members 
Entering Unmasked Estep 
Score: -23146212.000000 Penalty: 6030.511230
	Iteration 39Q: 3 clusters Score -2.314621e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126779 members 
Mstep: Class 2 contains 63889 members 
Entering Unmasked Estep 
Score: -23146258.000000 Penalty: 6030.511230
	Iteration 40F: 3 clusters Score -2.314626e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126573 members 
Mstep: Class 2 contains 64095 members 
Entering Unmasked Estep 
Score: -23146316.000000 Penalty: 6030.511230
	Iteration 41Q: 3 clusters Score -2.314632e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126362 members 
Mstep: Class 2 contains 64306 members 
Entering Unmasked Estep 
Score: -23146344.000000 Penalty: 6030.511230
	Iteration 42Q: 3 clusters Score -2.314634e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126110 members 
Mstep: Class 2 contains 64558 members 
Entering Unmasked Estep 
Score: -23146424.000000 Penalty: 6030.511230
	Iteration 43Q: 3 clusters Score -2.314642e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125842 members 
Mstep: Class 2 contains 64826 members 
Entering Unmasked Estep 
Score: -23146436.000000 Penalty: 6030.511230
	Iteration 44Q: 3 clusters Score -2.314644e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125573 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -23146464.000000 Penalty: 6030.511230
	Iteration 45Q: 3 clusters Score -2.314646e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125311 members 
Mstep: Class 2 contains 65357 members 
Entering Unmasked Estep 
Score: -23146462.000000 Penalty: 6030.511230
	Iteration 46Q: 3 clusters Score -2.314646e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125045 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -23146434.000000 Penalty: 6030.511230
	Iteration 47Q: 3 clusters Score -2.314643e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124772 members 
Mstep: Class 2 contains 65896 members 
Entering Unmasked Estep 
Score: -23146434.000000 Penalty: 6030.511230
	Iteration 48Q: 3 clusters Score -2.314643e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124480 members 
Mstep: Class 2 contains 66188 members 
Entering Unmasked Estep 
Score: -23146556.000000 Penalty: 6030.511230
	Iteration 49Q: 3 clusters Score -2.314656e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124185 members 
Mstep: Class 2 contains 66483 members 
Entering Unmasked Estep 
Score: -23146528.000000 Penalty: 6030.511230
	Iteration 50Q: 3 clusters Score -2.314653e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123869 members 
Mstep: Class 2 contains 66799 members 
Entering Unmasked Estep 
Score: -23146494.000000 Penalty: 6030.511230
	Iteration 51Q: 3 clusters Score -2.314649e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123571 members 
Mstep: Class 2 contains 67097 members 
Entering Unmasked Estep 
Score: -23146534.000000 Penalty: 6030.511230
	Iteration 52Q: 3 clusters Score -2.314653e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123265 members 
Mstep: Class 2 contains 67403 members 
Entering Unmasked Estep 
Score: -23146510.000000 Penalty: 6030.511230
	Iteration 53Q: 3 clusters Score -2.314651e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122986 members 
Mstep: Class 2 contains 67682 members 
Entering Unmasked Estep 
Score: -23146498.000000 Penalty: 6030.511230
	Iteration 54Q: 3 clusters Score -2.31465e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122722 members 
Mstep: Class 2 contains 67946 members 
Entering Unmasked Estep 
Score: -23146490.000000 Penalty: 6030.511230
	Iteration 55Q: 3 clusters Score -2.314649e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122458 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -23146506.000000 Penalty: 6030.511230
	Iteration 56Q: 3 clusters Score -2.314651e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122207 members 
Mstep: Class 2 contains 68461 members 
Entering Unmasked Estep 
Score: -23146552.000000 Penalty: 6030.511230
	Iteration 57Q: 3 clusters Score -2.314655e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121943 members 
Mstep: Class 2 contains 68725 members 
Entering Unmasked Estep 
Score: -23146504.000000 Penalty: 6030.511230
	Iteration 58Q: 3 clusters Score -2.31465e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121682 members 
Mstep: Class 2 contains 68986 members 
Entering Unmasked Estep 
Score: -23146538.000000 Penalty: 6030.511230
	Iteration 59Q: 3 clusters Score -2.314654e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121428 members 
Mstep: Class 2 contains 69240 members 
Entering Unmasked Estep 
Score: -23146516.000000 Penalty: 6030.511230
	Iteration 60F: 3 clusters Score -2.314652e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121172 members 
Mstep: Class 2 contains 69496 members 
Entering Unmasked Estep 
Score: -23146552.000000 Penalty: 6030.511230
	Iteration 61Q: 3 clusters Score -2.314655e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120912 members 
Mstep: Class 2 contains 69756 members 
Entering Unmasked Estep 
Score: -23146554.000000 Penalty: 6030.511230
	Iteration 62Q: 3 clusters Score -2.314655e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120662 members 
Mstep: Class 2 contains 70006 members 
Entering Unmasked Estep 
Score: -23146550.000000 Penalty: 6030.511230
	Iteration 63Q: 3 clusters Score -2.314655e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120419 members 
Mstep: Class 2 contains 70249 members 
Entering Unmasked Estep 
Score: -23146564.000000 Penalty: 6030.511230
	Iteration 64Q: 3 clusters Score -2.314656e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120197 members 
Mstep: Class 2 contains 70471 members 
Entering Unmasked Estep 
Score: -23146582.000000 Penalty: 6030.511230
	Iteration 65Q: 3 clusters Score -2.314658e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119988 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -23146630.000000 Penalty: 6030.511230
	Iteration 66Q: 3 clusters Score -2.314663e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119802 members 
Mstep: Class 2 contains 70866 members 
Entering Unmasked Estep 
Score: -23146638.000000 Penalty: 6030.511230
	Iteration 67Q: 3 clusters Score -2.314664e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119625 members 
Mstep: Class 2 contains 71043 members 
Entering Unmasked Estep 
Score: -23146648.000000 Penalty: 6030.511230
	Iteration 68Q: 3 clusters Score -2.314665e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119458 members 
Mstep: Class 2 contains 71210 members 
Entering Unmasked Estep 
Score: -23146650.000000 Penalty: 6030.511230
	Iteration 69Q: 3 clusters Score -2.314665e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119285 members 
Mstep: Class 2 contains 71383 members 
Entering Unmasked Estep 
Score: -23146658.000000 Penalty: 6030.511230
	Iteration 70Q: 3 clusters Score -2.314666e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119126 members 
Mstep: Class 2 contains 71542 members 
Entering Unmasked Estep 
Score: -23146664.000000 Penalty: 6030.511230
	Iteration 71Q: 3 clusters Score -2.314666e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118978 members 
Mstep: Class 2 contains 71690 members 
Entering Unmasked Estep 
Score: -23146672.000000 Penalty: 6030.511230
	Iteration 72Q: 3 clusters Score -2.314667e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118832 members 
Mstep: Class 2 contains 71836 members 
Entering Unmasked Estep 
Score: -23146666.000000 Penalty: 6030.511230
	Iteration 73Q: 3 clusters Score -2.314667e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118685 members 
Mstep: Class 2 contains 71983 members 
Entering Unmasked Estep 
Score: -23146640.000000 Penalty: 6030.511230
	Iteration 74Q: 3 clusters Score -2.314664e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118524 members 
Mstep: Class 2 contains 72144 members 
Entering Unmasked Estep 
Score: -23146660.000000 Penalty: 6030.511230
	Iteration 75Q: 3 clusters Score -2.314666e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118372 members 
Mstep: Class 2 contains 72296 members 
Entering Unmasked Estep 
Score: -23146666.000000 Penalty: 6030.511230
	Iteration 76Q: 3 clusters Score -2.314667e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118223 members 
Mstep: Class 2 contains 72445 members 
Entering Unmasked Estep 
Score: -23146724.000000 Penalty: 6030.511230
	Iteration 77Q: 3 clusters Score -2.314672e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118068 members 
Mstep: Class 2 contains 72600 members 
Entering Unmasked Estep 
Score: -23146708.000000 Penalty: 6030.511230
	Iteration 78Q: 3 clusters Score -2.314671e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117913 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -23146734.000000 Penalty: 6030.511230
	Iteration 79Q: 3 clusters Score -2.314673e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117763 members 
Mstep: Class 2 contains 72905 members 
Entering Unmasked Estep 
Score: -23146752.000000 Penalty: 6030.511230
	Iteration 80F: 3 clusters Score -2.314675e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117617 members 
Mstep: Class 2 contains 73051 members 
Entering Unmasked Estep 
Score: -23146784.000000 Penalty: 6030.511230
	Iteration 81Q: 3 clusters Score -2.314678e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117464 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -23146758.000000 Penalty: 6030.511230
	Iteration 82Q: 3 clusters Score -2.314676e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117315 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -23146778.000000 Penalty: 6030.511230
	Iteration 83Q: 3 clusters Score -2.314678e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117188 members 
Mstep: Class 2 contains 73480 members 
Entering Unmasked Estep 
Score: -23146790.000000 Penalty: 6030.511230
	Iteration 84Q: 3 clusters Score -2.314679e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117065 members 
Mstep: Class 2 contains 73603 members 
Entering Unmasked Estep 
Score: -23146770.000000 Penalty: 6030.511230
	Iteration 85Q: 3 clusters Score -2.314677e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116954 members 
Mstep: Class 2 contains 73714 members 
Entering Unmasked Estep 
Score: -23146776.000000 Penalty: 6030.511230
	Iteration 86Q: 3 clusters Score -2.314678e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116843 members 
Mstep: Class 2 contains 73825 members 
Entering Unmasked Estep 
Score: -23146800.000000 Penalty: 6030.511230
	Iteration 87Q: 3 clusters Score -2.31468e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116738 members 
Mstep: Class 2 contains 73930 members 
Entering Unmasked Estep 
Score: -23146792.000000 Penalty: 6030.511230
	Iteration 88Q: 3 clusters Score -2.314679e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116635 members 
Mstep: Class 2 contains 74033 members 
Entering Unmasked Estep 
Score: -23146800.000000 Penalty: 6030.511230
	Iteration 89Q: 3 clusters Score -2.31468e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116530 members 
Mstep: Class 2 contains 74138 members 
Entering Unmasked Estep 
Score: -23146810.000000 Penalty: 6030.511230
	Iteration 90Q: 3 clusters Score -2.314681e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116427 members 
Mstep: Class 2 contains 74241 members 
Entering Unmasked Estep 
Score: -23146818.000000 Penalty: 6030.511230
	Iteration 91Q: 3 clusters Score -2.314682e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116340 members 
Mstep: Class 2 contains 74328 members 
Entering Unmasked Estep 
Score: -23146856.000000 Penalty: 6030.511230
	Iteration 92Q: 3 clusters Score -2.314686e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116258 members 
Mstep: Class 2 contains 74410 members 
Entering Unmasked Estep 
Score: -23146862.000000 Penalty: 6030.511230
	Iteration 93Q: 3 clusters Score -2.314686e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116195 members 
Mstep: Class 2 contains 74473 members 
Entering Unmasked Estep 
Score: -23146858.000000 Penalty: 6030.511230
	Iteration 94Q: 3 clusters Score -2.314686e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116138 members 
Mstep: Class 2 contains 74530 members 
Entering Unmasked Estep 
Score: -23146824.000000 Penalty: 6030.511230
	Iteration 95Q: 3 clusters Score -2.314682e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116098 members 
Mstep: Class 2 contains 74570 members 
Entering Unmasked Estep 
Score: -23146848.000000 Penalty: 6030.511230
	Iteration 96Q: 3 clusters Score -2.314685e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116055 members 
Mstep: Class 2 contains 74613 members 
Entering Unmasked Estep 
Score: -23146862.000000 Penalty: 6030.511230
	Iteration 97Q: 3 clusters Score -2.314686e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116009 members 
Mstep: Class 2 contains 74659 members 
Entering Unmasked Estep 
Score: -23146876.000000 Penalty: 6030.511230
	Iteration 98Q: 3 clusters Score -2.314688e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115960 members 
Mstep: Class 2 contains 74708 members 
Entering Unmasked Estep 
Score: -23146864.000000 Penalty: 6030.511230
	Iteration 99Q: 3 clusters Score -2.314686e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115915 members 
Mstep: Class 2 contains 74753 members 
Entering Unmasked Estep 
Score: -23146848.000000 Penalty: 6030.511230
	Iteration 100F: 3 clusters Score -2.314685e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115861 members 
Mstep: Class 2 contains 74807 members 
Entering Unmasked Estep 
Score: -23146896.000000 Penalty: 6030.511230
	Iteration 101Q: 3 clusters Score -2.31469e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115809 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -23146904.000000 Penalty: 6030.511230
	Iteration 102Q: 3 clusters Score -2.31469e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115749 members 
Mstep: Class 2 contains 74919 members 
Entering Unmasked Estep 
Score: -23146930.000000 Penalty: 6030.511230
	Iteration 103Q: 3 clusters Score -2.314693e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115694 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -23146918.000000 Penalty: 6030.511230
	Iteration 104Q: 3 clusters Score -2.314692e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115624 members 
Mstep: Class 2 contains 75044 members 
Entering Unmasked Estep 
Score: -23146946.000000 Penalty: 6030.511230
	Iteration 105Q: 3 clusters Score -2.314695e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115550 members 
Mstep: Class 2 contains 75118 members 
Entering Unmasked Estep 
Score: -23146954.000000 Penalty: 6030.511230
	Iteration 106Q: 3 clusters Score -2.314695e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115497 members 
Mstep: Class 2 contains 75171 members 
Entering Unmasked Estep 
Score: -23146960.000000 Penalty: 6030.511230
	Iteration 107Q: 3 clusters Score -2.314696e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115450 members 
Mstep: Class 2 contains 75218 members 
Entering Unmasked Estep 
Score: -23146960.000000 Penalty: 6030.511230
	Iteration 108Q: 3 clusters Score -2.314696e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115409 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -23146958.000000 Penalty: 6030.511230
	Iteration 109Q: 3 clusters Score -2.314696e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115378 members 
Mstep: Class 2 contains 75290 members 
Entering Unmasked Estep 
Score: -23146922.000000 Penalty: 6030.511230
	Iteration 110Q: 3 clusters Score -2.314692e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115345 members 
Mstep: Class 2 contains 75323 members 
Entering Unmasked Estep 
Score: -23146914.000000 Penalty: 6030.511230
	Iteration 111Q: 3 clusters Score -2.314691e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115310 members 
Mstep: Class 2 contains 75358 members 
Entering Unmasked Estep 
Score: -23146926.000000 Penalty: 6030.511230
	Iteration 112Q: 3 clusters Score -2.314693e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115280 members 
Mstep: Class 2 contains 75388 members 
Entering Unmasked Estep 
Score: -23146898.000000 Penalty: 6030.511230
	Iteration 113Q: 3 clusters Score -2.31469e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115259 members 
Mstep: Class 2 contains 75409 members 
Entering Unmasked Estep 
Score: -23146892.000000 Penalty: 6030.511230
	Iteration 114Q: 3 clusters Score -2.314689e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115238 members 
Mstep: Class 2 contains 75430 members 
Entering Unmasked Estep 
Score: -23146870.000000 Penalty: 6030.511230
	Iteration 115Q: 3 clusters Score -2.314687e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115208 members 
Mstep: Class 2 contains 75460 members 
Entering Unmasked Estep 
Score: -23146868.000000 Penalty: 6030.511230
	Iteration 116Q: 3 clusters Score -2.314687e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115180 members 
Mstep: Class 2 contains 75488 members 
Entering Unmasked Estep 
Score: -23146884.000000 Penalty: 6030.511230
	Iteration 117Q: 3 clusters Score -2.314688e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115153 members 
Mstep: Class 2 contains 75515 members 
Entering Unmasked Estep 
Score: -23146872.000000 Penalty: 6030.511230
	Iteration 118Q: 3 clusters Score -2.314687e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115133 members 
Mstep: Class 2 contains 75535 members 
Entering Unmasked Estep 
Score: -23146884.000000 Penalty: 6030.511230
	Iteration 119Q: 3 clusters Score -2.314688e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115119 members 
Mstep: Class 2 contains 75549 members 
Entering Unmasked Estep 
Score: -23146894.000000 Penalty: 6030.511230
	Iteration 120F: 3 clusters Score -2.314689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115105 members 
Mstep: Class 2 contains 75563 members 
Entering Unmasked Estep 
Score: -23146888.000000 Penalty: 6030.511230
	Iteration 121Q: 3 clusters Score -2.314689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115094 members 
Mstep: Class 2 contains 75574 members 
Entering Unmasked Estep 
Score: -23146878.000000 Penalty: 6030.511230
	Iteration 122Q: 3 clusters Score -2.314688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115083 members 
Mstep: Class 2 contains 75585 members 
Entering Unmasked Estep 
Score: -23146888.000000 Penalty: 6030.511230
	Iteration 123Q: 3 clusters Score -2.314689e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115076 members 
Mstep: Class 2 contains 75592 members 
Entering Unmasked Estep 
Score: -23146876.000000 Penalty: 6030.511230
	Iteration 124Q: 3 clusters Score -2.314688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115070 members 
Mstep: Class 2 contains 75598 members 
Entering Unmasked Estep 
Score: -23146886.000000 Penalty: 6030.511230
	Iteration 125Q: 3 clusters Score -2.314689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115066 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -23146882.000000 Penalty: 6030.511230
	Iteration 126Q: 3 clusters Score -2.314688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115062 members 
Mstep: Class 2 contains 75606 members 
Entering Unmasked Estep 
Score: -23146886.000000 Penalty: 6030.511230
	Iteration 127Q: 3 clusters Score -2.314689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115058 members 
Mstep: Class 2 contains 75610 members 
Entering Unmasked Estep 
Score: -23146890.000000 Penalty: 6030.511230
	Iteration 128Q: 3 clusters Score -2.314689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115053 members 
Mstep: Class 2 contains 75615 members 
Entering Unmasked Estep 
Score: -23146898.000000 Penalty: 6030.511230
	Iteration 129Q: 3 clusters Score -2.31469e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115043 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -23146892.000000 Penalty: 6030.511230
	Iteration 130Q: 3 clusters Score -2.314689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115038 members 
Mstep: Class 2 contains 75630 members 
Entering Unmasked Estep 
Score: -23146886.000000 Penalty: 6030.511230
	Iteration 131Q: 3 clusters Score -2.314689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115036 members 
Mstep: Class 2 contains 75632 members 
Entering Unmasked Estep 
Score: -23146882.000000 Penalty: 6030.511230
	Iteration 132Q: 3 clusters Score -2.314688e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115032 members 
Mstep: Class 2 contains 75636 members 
Entering Unmasked Estep 
Score: -23146880.000000 Penalty: 6030.511230
	Iteration 133Q: 3 clusters Score -2.314688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115027 members 
Mstep: Class 2 contains 75641 members 
Entering Unmasked Estep 
Score: -23146862.000000 Penalty: 6030.511230
	Iteration 134Q: 3 clusters Score -2.314686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115022 members 
Mstep: Class 2 contains 75646 members 
Entering Unmasked Estep 
Score: -23146874.000000 Penalty: 6030.511230
	Iteration 135Q: 3 clusters Score -2.314687e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115018 members 
Mstep: Class 2 contains 75650 members 
Entering Unmasked Estep 
Score: -23146878.000000 Penalty: 6030.511230
	Iteration 136Q: 3 clusters Score -2.314688e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115015 members 
Mstep: Class 2 contains 75653 members 
Entering Unmasked Estep 
Score: -23146878.000000 Penalty: 6030.511230
	Iteration 137Q: 3 clusters Score -2.314688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115014 members 
Mstep: Class 2 contains 75654 members 
Entering Unmasked Estep 
Score: -23146878.000000 Penalty: 6030.511230
	Iteration 138Q: 3 clusters Score -2.314688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115013 members 
Mstep: Class 2 contains 75655 members 
Entering Unmasked Estep 
Score: -23146884.000000 Penalty: 6030.511230
	Iteration 139Q: 3 clusters Score -2.314688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115014 members 
Mstep: Class 2 contains 75654 members 
Entering Unmasked Estep 
Score: -23146890.000000 Penalty: 6030.511230
	Iteration 140F: 3 clusters Score -2.314689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (80662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Entering Unmasked Estep 
Score: -9753828.000000 Penalty: 2801.909668
	Iteration 0F: 2 clusters Score -9753828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -9699994.000000 Penalty: 5603.819336
	Iteration 0F: 3 clusters Score -9699994 nChanged 37715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -9721113.000000 Penalty: 5603.819336
	Iteration 1F: 3 clusters Score -9721113 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -9721682.000000 Penalty: 5603.819336
	Iteration 2Q: 3 clusters Score -9721682 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -9722133.000000 Penalty: 5603.819336
	Iteration 3Q: 3 clusters Score -9722133 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -9722641.000000 Penalty: 5603.819336
	Iteration 4Q: 3 clusters Score -9722641 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -9723181.000000 Penalty: 5603.819336
	Iteration 5Q: 3 clusters Score -9723181 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -9723829.000000 Penalty: 5603.819336
	Iteration 6Q: 3 clusters Score -9723829 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -9724614.000000 Penalty: 5603.819336
	Iteration 7Q: 3 clusters Score -9724614 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -9725896.000000 Penalty: 5603.819336
	Iteration 8Q: 3 clusters Score -9725896 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -9727906.000000 Penalty: 5603.819336
	Iteration 9Q: 3 clusters Score -9727906 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 57457 members 
Entering Unmasked Estep 
Score: -9731270.000000 Penalty: 5603.819336
	Iteration 10F: 3 clusters Score -9731270 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -9736010.000000 Penalty: 5603.819336
	Iteration 11F: 3 clusters Score -9736010 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -9741393.000000 Penalty: 5603.819336
	Iteration 12F: 3 clusters Score -9741393 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 74239 members 
Entering Unmasked Estep 
Score: -9745903.000000 Penalty: 5603.819336
	Iteration 13F: 3 clusters Score -9745903 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 77345 members 
Entering Unmasked Estep 
Score: -9748661.000000 Penalty: 5603.819336
	Iteration 14Q: 3 clusters Score -9748661 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 78959 members 
Entering Unmasked Estep 
Score: -9750085.000000 Penalty: 5603.819336
	Iteration 15Q: 3 clusters Score -9750085 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 79698 members 
Entering Unmasked Estep 
Score: -9750743.000000 Penalty: 5603.819336
	Iteration 16Q: 3 clusters Score -9750743 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 80016 members 
Entering Unmasked Estep 
Score: -9751037.000000 Penalty: 5603.819336
	Iteration 17Q: 3 clusters Score -9751037 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 80157 members 
Entering Unmasked Estep 
Score: -9751179.000000 Penalty: 5603.819336
	Iteration 18Q: 3 clusters Score -9751179 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 80221 members 
Entering Unmasked Estep 
Score: -9751259.000000 Penalty: 5603.819336
	Iteration 19Q: 3 clusters Score -9751259 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 80252 members 
Entering Unmasked Estep 
Score: -9751298.000000 Penalty: 5603.819336
	Iteration 20F: 3 clusters Score -9751298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 80273 members 
Entering Unmasked Estep 
Score: -9751317.000000 Penalty: 5603.819336
	Iteration 21Q: 3 clusters Score -9751317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -9751332.000000 Penalty: 5603.819336
	Iteration 22Q: 3 clusters Score -9751332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 80306 members 
Entering Unmasked Estep 
Score: -9751365.000000 Penalty: 5603.819336
	Iteration 23Q: 3 clusters Score -9751365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 80314 members 
Entering Unmasked Estep 
Score: -9751378.000000 Penalty: 5603.819336
	Iteration 24Q: 3 clusters Score -9751378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 80320 members 
Entering Unmasked Estep 
Score: -9751382.000000 Penalty: 5603.819336
	Iteration 25Q: 3 clusters Score -9751382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 80324 members 
Entering Unmasked Estep 
Score: -9751381.000000 Penalty: 5603.819336
	Iteration 26Q: 3 clusters Score -9751381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 80323 members 
Entering Unmasked Estep 
Score: -9751394.000000 Penalty: 5603.819336
	Iteration 27Q: 3 clusters Score -9751394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 80321 members 
Entering Unmasked Estep 
Score: -9751395.000000 Penalty: 5603.819336
	Iteration 28Q: 3 clusters Score -9751395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 80321 members 
Entering Unmasked Estep 
Score: -9751387.000000 Penalty: 5603.819336
	Iteration 29Q: 3 clusters Score -9751387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 80323 members 
Entering Unmasked Estep 
Score: -9751385.000000 Penalty: 5603.819336
	Iteration 30Q: 3 clusters Score -9751385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 80322 members 
Entering Unmasked Estep 
Score: -9751386.000000 Penalty: 5603.819336
	Iteration 31Q: 3 clusters Score -9751386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 80322 members 
Entering Unmasked Estep 
Score: -9751386.000000 Penalty: 5603.819336
	Iteration 32F: 3 clusters Score -9751386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Entering Unmasked Estep 
Score: -284090.937500 Penalty: 1935.656616
	Iteration 0F: 2 clusters Score -284090.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -281230.625000 Penalty: 3871.313232
	Iteration 0F: 3 clusters Score -281230.6 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -281812.218750 Penalty: 3871.313232
	Iteration 1F: 3 clusters Score -281812.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -281978.687500 Penalty: 3871.313232
	Iteration 2F: 3 clusters Score -281978.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -282079.718750 Penalty: 3871.313232
	Iteration 3Q: 3 clusters Score -282079.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -282147.000000 Penalty: 3871.313232
	Iteration 4Q: 3 clusters Score -282147 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -282215.593750 Penalty: 3871.313232
	Iteration 5Q: 3 clusters Score -282215.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -282297.218750 Penalty: 3871.313232
	Iteration 6Q: 3 clusters Score -282297.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -282395.000000 Penalty: 3871.313232
	Iteration 7Q: 3 clusters Score -282395 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -282506.437500 Penalty: 3871.313232
	Iteration 8Q: 3 clusters Score -282506.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -282617.062500 Penalty: 3871.313232
	Iteration 9Q: 3 clusters Score -282617.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -282751.281250 Penalty: 3871.313232
	Iteration 10Q: 3 clusters Score -282751.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -282989.312500 Penalty: 3871.313232
	Iteration 11Q: 3 clusters Score -282989.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -283245.468750 Penalty: 3871.313232
	Iteration 12F: 3 clusters Score -283245.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -283400.906250 Penalty: 3871.313232
	Iteration 13Q: 3 clusters Score -283400.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -283492.125000 Penalty: 3871.313232
	Iteration 14Q: 3 clusters Score -283492.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -283522.156250 Penalty: 3871.313232
	Iteration 15Q: 3 clusters Score -283522.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -283535.750000 Penalty: 3871.313232
	Iteration 16Q: 3 clusters Score -283535.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -283546.656250 Penalty: 3871.313232
	Iteration 17Q: 3 clusters Score -283546.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -283553.281250 Penalty: 3871.313232
	Iteration 18Q: 3 clusters Score -283553.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -283559.187500 Penalty: 3871.313232
	Iteration 19Q: 3 clusters Score -283559.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -283562.718750 Penalty: 3871.313232
	Iteration 20F: 3 clusters Score -283562.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -283565.281250 Penalty: 3871.313232
	Iteration 21Q: 3 clusters Score -283565.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -283565.281250 Penalty: 3871.313232
	Iteration 22F: 3 clusters Score -283565.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Entering Unmasked Estep 
Score: -210079.640625 Penalty: 1860.131226
	Iteration 0F: 2 clusters Score -210079.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -207556.015625 Penalty: 3720.262451
	Iteration 0F: 3 clusters Score -207556 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -208182.218750 Penalty: 3720.262451
	Iteration 1F: 3 clusters Score -208182.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -208700.796875 Penalty: 3720.262451
	Iteration 2F: 3 clusters Score -208700.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -209019.671875 Penalty: 3720.262451
	Iteration 3F: 3 clusters Score -209019.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -209223.468750 Penalty: 3720.262451
	Iteration 4F: 3 clusters Score -209223.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -209397.031250 Penalty: 3720.262451
	Iteration 5Q: 3 clusters Score -209397 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -209540.546875 Penalty: 3720.262451
	Iteration 6Q: 3 clusters Score -209540.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -209664.500000 Penalty: 3720.262451
	Iteration 7Q: 3 clusters Score -209664.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -209782.125000 Penalty: 3720.262451
	Iteration 8Q: 3 clusters Score -209782.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -209886.687500 Penalty: 3720.262451
	Iteration 9Q: 3 clusters Score -209886.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -209977.937500 Penalty: 3720.262451
	Iteration 10Q: 3 clusters Score -209977.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -210067.937500 Penalty: 3720.262451
	Iteration 11Q: 3 clusters Score -210067.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -210158.156250 Penalty: 3720.262451
	Iteration 12Q: 3 clusters Score -210158.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -210220.625000 Penalty: 3720.262451
	Iteration 13Q: 3 clusters Score -210220.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -210261.796875 Penalty: 3720.262451
	Iteration 14Q: 3 clusters Score -210261.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -210315.828125 Penalty: 3720.262451
	Iteration 15Q: 3 clusters Score -210315.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -210355.625000 Penalty: 3720.262451
	Iteration 16Q: 3 clusters Score -210355.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -210408.125000 Penalty: 3720.262451
	Iteration 17Q: 3 clusters Score -210408.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -210449.765625 Penalty: 3720.262451
	Iteration 18Q: 3 clusters Score -210449.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -210488.421875 Penalty: 3720.262451
	Iteration 19Q: 3 clusters Score -210488.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -210497.750000 Penalty: 3720.262451
	Iteration 20F: 3 clusters Score -210497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -210503.343750 Penalty: 3720.262451
	Iteration 21Q: 3 clusters Score -210503.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -210503.343750 Penalty: 3720.262451
	Iteration 22F: 3 clusters Score -210503.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190668 members 
Mstep: Class 2 contains 80662 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1573 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40691 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53396 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53679 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245339 members 
Mstep: Class 32 contains 11349 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213580 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117293 members 
Mstep: Class 40 contains 312 members 
Mstep: Class 41 contains 236 members 
Entering Unmasked Estep 
Score: -148075968.000000 Penalty: 142708.921875
Splitting cluster 4 changes total score from -148077168.000000 to -148075968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (60658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Entering Unmasked Estep 
Score: -7465179.500000 Penalty: 2731.225830
	Iteration 0F: 2 clusters Score -7465180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -7424307.000000 Penalty: 5462.451660
	Iteration 0F: 3 clusters Score -7424307 nChanged 28271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -7440422.000000 Penalty: 5462.451660
	Iteration 1F: 3 clusters Score -7440422 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -7441435.500000 Penalty: 5462.451660
	Iteration 2Q: 3 clusters Score -7441436 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -7442817.000000 Penalty: 5462.451660
	Iteration 3F: 3 clusters Score -7442817 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -7444780.000000 Penalty: 5462.451660
	Iteration 4F: 3 clusters Score -7444780 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -7447338.000000 Penalty: 5462.451660
	Iteration 5F: 3 clusters Score -7447338 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -7450440.500000 Penalty: 5462.451660
	Iteration 6F: 3 clusters Score -7450440 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -7453361.000000 Penalty: 5462.451660
	Iteration 7F: 3 clusters Score -7453361 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -7455820.500000 Penalty: 5462.451660
	Iteration 8F: 3 clusters Score -7455820 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -7457771.000000 Penalty: 5462.451660
	Iteration 9Q: 3 clusters Score -7457771 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -7459301.500000 Penalty: 5462.451660
	Iteration 10Q: 3 clusters Score -7459302 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 56808 members 
Entering Unmasked Estep 
Score: -7460516.000000 Penalty: 5462.451660
	Iteration 11Q: 3 clusters Score -7460516 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -7461344.500000 Penalty: 5462.451660
	Iteration 12Q: 3 clusters Score -7461344 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 58474 members 
Entering Unmasked Estep 
Score: -7461839.000000 Penalty: 5462.451660
	Iteration 13Q: 3 clusters Score -7461839 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -7462143.000000 Penalty: 5462.451660
	Iteration 14Q: 3 clusters Score -7462143 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
Score: -7462340.000000 Penalty: 5462.451660
	Iteration 15Q: 3 clusters Score -7462340 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 59311 members 
Entering Unmasked Estep 
Score: -7462493.500000 Penalty: 5462.451660
	Iteration 16Q: 3 clusters Score -7462494 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 59434 members 
Entering Unmasked Estep 
Score: -7462606.500000 Penalty: 5462.451660
	Iteration 17Q: 3 clusters Score -7462606 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 59518 members 
Entering Unmasked Estep 
Score: -7462654.000000 Penalty: 5462.451660
	Iteration 18Q: 3 clusters Score -7462654 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
Score: -7462706.000000 Penalty: 5462.451660
	Iteration 19Q: 3 clusters Score -7462706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 59627 members 
Entering Unmasked Estep 
Score: -7462744.500000 Penalty: 5462.451660
	Iteration 20F: 3 clusters Score -7462744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -7462778.500000 Penalty: 5462.451660
	Iteration 21Q: 3 clusters Score -7462778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 59710 members 
Entering Unmasked Estep 
Score: -7462793.000000 Penalty: 5462.451660
	Iteration 22Q: 3 clusters Score -7462793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -7462799.500000 Penalty: 5462.451660
	Iteration 23Q: 3 clusters Score -7462800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 59754 members 
Entering Unmasked Estep 
Score: -7462813.000000 Penalty: 5462.451660
	Iteration 24Q: 3 clusters Score -7462813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 59768 members 
Entering Unmasked Estep 
Score: -7462817.000000 Penalty: 5462.451660
	Iteration 25Q: 3 clusters Score -7462817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -7462823.500000 Penalty: 5462.451660
	Iteration 26Q: 3 clusters Score -7462824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -7462829.500000 Penalty: 5462.451660
	Iteration 27Q: 3 clusters Score -7462830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 59793 members 
Entering Unmasked Estep 
Score: -7462822.000000 Penalty: 5462.451660
	Iteration 28Q: 3 clusters Score -7462822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -7462828.000000 Penalty: 5462.451660
	Iteration 29Q: 3 clusters Score -7462828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 59806 members 
Entering Unmasked Estep 
Score: -7462828.500000 Penalty: 5462.451660
	Iteration 30Q: 3 clusters Score -7462828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -7462824.500000 Penalty: 5462.451660
	Iteration 31Q: 3 clusters Score -7462824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 59822 members 
Entering Unmasked Estep 
Score: -7462837.000000 Penalty: 5462.451660
	Iteration 32Q: 3 clusters Score -7462837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 59828 members 
Entering Unmasked Estep 
Score: -7462840.500000 Penalty: 5462.451660
	Iteration 33Q: 3 clusters Score -7462840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -7462838.000000 Penalty: 5462.451660
	Iteration 34Q: 3 clusters Score -7462838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -7462843.000000 Penalty: 5462.451660
	Iteration 35Q: 3 clusters Score -7462843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 59834 members 
Entering Unmasked Estep 
Score: -7462845.500000 Penalty: 5462.451660
	Iteration 36Q: 3 clusters Score -7462846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 59834 members 
Entering Unmasked Estep 
Score: -7462845.500000 Penalty: 5462.451660
	Iteration 37F: 3 clusters Score -7462846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Entering Unmasked Estep 
Score: -376414.343750 Penalty: 2009.291382
	Iteration 0F: 2 clusters Score -376414.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -372914.062500 Penalty: 4018.582764
	Iteration 0F: 3 clusters Score -372914.1 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -373766.281250 Penalty: 4018.582764
	Iteration 1F: 3 clusters Score -373766.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -374072.812500 Penalty: 4018.582764
	Iteration 2F: 3 clusters Score -374072.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -374468.125000 Penalty: 4018.582764
	Iteration 3F: 3 clusters Score -374468.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -374888.656250 Penalty: 4018.582764
	Iteration 4F: 3 clusters Score -374888.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -375299.500000 Penalty: 4018.582764
	Iteration 5F: 3 clusters Score -375299.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -375538.531250 Penalty: 4018.582764
	Iteration 6F: 3 clusters Score -375538.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -375667.375000 Penalty: 4018.582764
	Iteration 7Q: 3 clusters Score -375667.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -375780.531250 Penalty: 4018.582764
	Iteration 8Q: 3 clusters Score -375780.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -375854.718750 Penalty: 4018.582764
	Iteration 9Q: 3 clusters Score -375854.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -375897.250000 Penalty: 4018.582764
	Iteration 10Q: 3 clusters Score -375897.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -375931.281250 Penalty: 4018.582764
	Iteration 11Q: 3 clusters Score -375931.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -375971.062500 Penalty: 4018.582764
	Iteration 12Q: 3 clusters Score -375971.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -375998.687500 Penalty: 4018.582764
	Iteration 13Q: 3 clusters Score -375998.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -376010.687500 Penalty: 4018.582764
	Iteration 14Q: 3 clusters Score -376010.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -376018.531250 Penalty: 4018.582764
	Iteration 15Q: 3 clusters Score -376018.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -376031.156250 Penalty: 4018.582764
	Iteration 16Q: 3 clusters Score -376031.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -376040.156250 Penalty: 4018.582764
	Iteration 17Q: 3 clusters Score -376040.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -376045.656250 Penalty: 4018.582764
	Iteration 18Q: 3 clusters Score -376045.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -376047.750000 Penalty: 4018.582764
	Iteration 19Q: 3 clusters Score -376047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -376049.062500 Penalty: 4018.582764
	Iteration 20F: 3 clusters Score -376049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -376049.406250 Penalty: 4018.582764
	Iteration 21Q: 3 clusters Score -376049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -376049.843750 Penalty: 4018.582764
	Iteration 22Q: 3 clusters Score -376049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -376050.906250 Penalty: 4018.582764
	Iteration 23Q: 3 clusters Score -376050.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -376052.593750 Penalty: 4018.582764
	Iteration 24Q: 3 clusters Score -376052.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -376052.718750 Penalty: 4018.582764
	Iteration 25Q: 3 clusters Score -376052.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -376052.718750 Penalty: 4018.582764
	Iteration 26F: 3 clusters Score -376052.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -203186.531250 Penalty: 1836.864258
	Iteration 0F: 2 clusters Score -203186.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -200761.437500 Penalty: 3673.728516
	Iteration 0F: 3 clusters Score -200761.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -201137.703125 Penalty: 3673.728516
	Iteration 1F: 3 clusters Score -201137.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -201241.140625 Penalty: 3673.728516
	Iteration 2F: 3 clusters Score -201241.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -201304.796875 Penalty: 3673.728516
	Iteration 3Q: 3 clusters Score -201304.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -201331.453125 Penalty: 3673.728516
	Iteration 4Q: 3 clusters Score -201331.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -201345.328125 Penalty: 3673.728516
	Iteration 5Q: 3 clusters Score -201345.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -201349.375000 Penalty: 3673.728516
	Iteration 6Q: 3 clusters Score -201349.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -201355.671875 Penalty: 3673.728516
	Iteration 7Q: 3 clusters Score -201355.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -201362.031250 Penalty: 3673.728516
	Iteration 8Q: 3 clusters Score -201362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -201368.953125 Penalty: 3673.728516
	Iteration 9Q: 3 clusters Score -201369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -201373.687500 Penalty: 3673.728516
	Iteration 10Q: 3 clusters Score -201373.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -201377.359375 Penalty: 3673.728516
	Iteration 11Q: 3 clusters Score -201377.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -201380.828125 Penalty: 3673.728516
	Iteration 12Q: 3 clusters Score -201380.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -201381.953125 Penalty: 3673.728516
	Iteration 13Q: 3 clusters Score -201382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -201382.828125 Penalty: 3673.728516
	Iteration 14Q: 3 clusters Score -201382.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -201383.484375 Penalty: 3673.728516
	Iteration 15Q: 3 clusters Score -201383.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -201383.484375 Penalty: 3673.728516
	Iteration 16F: 3 clusters Score -201383.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Entering Unmasked Estep 
Score: -4879198.500000 Penalty: 2632.212891
	Iteration 0F: 2 clusters Score -4879198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -4851593.000000 Penalty: 5264.425781
	Iteration 0F: 3 clusters Score -4851593 nChanged 18548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -4862144.500000 Penalty: 5264.425781
	Iteration 1F: 3 clusters Score -4862144 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -4862868.500000 Penalty: 5264.425781
	Iteration 2Q: 3 clusters Score -4862868 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -4863732.000000 Penalty: 5264.425781
	Iteration 3Q: 3 clusters Score -4863732 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -4864708.500000 Penalty: 5264.425781
	Iteration 4F: 3 clusters Score -4864708 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -4865866.500000 Penalty: 5264.425781
	Iteration 5F: 3 clusters Score -4865866 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -4867020.000000 Penalty: 5264.425781
	Iteration 6F: 3 clusters Score -4867020 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -4867941.500000 Penalty: 5264.425781
	Iteration 7F: 3 clusters Score -4867942 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -4868732.500000 Penalty: 5264.425781
	Iteration 8Q: 3 clusters Score -4868732 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -4869414.500000 Penalty: 5264.425781
	Iteration 9Q: 3 clusters Score -4869414 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -4870016.000000 Penalty: 5264.425781
	Iteration 10Q: 3 clusters Score -4870016 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -4870574.500000 Penalty: 5264.425781
	Iteration 11Q: 3 clusters Score -4870574 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -4871236.000000 Penalty: 5264.425781
	Iteration 12Q: 3 clusters Score -4871236 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -4871960.000000 Penalty: 5264.425781
	Iteration 13Q: 3 clusters Score -4871960 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -4872732.000000 Penalty: 5264.425781
	Iteration 14Q: 3 clusters Score -4872732 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -4873429.000000 Penalty: 5264.425781
	Iteration 15Q: 3 clusters Score -4873429 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -4873976.500000 Penalty: 5264.425781
	Iteration 16Q: 3 clusters Score -4873976 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -4874366.000000 Penalty: 5264.425781
	Iteration 17Q: 3 clusters Score -4874366 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -4874700.500000 Penalty: 5264.425781
	Iteration 18Q: 3 clusters Score -4874700 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -4874964.500000 Penalty: 5264.425781
	Iteration 19Q: 3 clusters Score -4874964 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -4875168.500000 Penalty: 5264.425781
	Iteration 20F: 3 clusters Score -4875168 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -4875355.500000 Penalty: 5264.425781
	Iteration 21Q: 3 clusters Score -4875356 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -4875482.000000 Penalty: 5264.425781
	Iteration 22Q: 3 clusters Score -4875482 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -4875595.500000 Penalty: 5264.425781
	Iteration 23Q: 3 clusters Score -4875596 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -4875686.000000 Penalty: 5264.425781
	Iteration 24Q: 3 clusters Score -4875686 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -4875774.500000 Penalty: 5264.425781
	Iteration 25Q: 3 clusters Score -4875774 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -4875874.500000 Penalty: 5264.425781
	Iteration 26Q: 3 clusters Score -4875874 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -4875935.500000 Penalty: 5264.425781
	Iteration 27Q: 3 clusters Score -4875936 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -4876005.500000 Penalty: 5264.425781
	Iteration 28Q: 3 clusters Score -4876006 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4876074.000000 Penalty: 5264.425781
	Iteration 29Q: 3 clusters Score -4876074 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -4876144.000000 Penalty: 5264.425781
	Iteration 30Q: 3 clusters Score -4876144 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -4876197.000000 Penalty: 5264.425781
	Iteration 31Q: 3 clusters Score -4876197 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4876277.000000 Penalty: 5264.425781
	Iteration 32Q: 3 clusters Score -4876277 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4876351.000000 Penalty: 5264.425781
	Iteration 33Q: 3 clusters Score -4876351 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -4876439.000000 Penalty: 5264.425781
	Iteration 34Q: 3 clusters Score -4876439 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4876520.000000 Penalty: 5264.425781
	Iteration 35Q: 3 clusters Score -4876520 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -4876582.500000 Penalty: 5264.425781
	Iteration 36Q: 3 clusters Score -4876582 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4876629.000000 Penalty: 5264.425781
	Iteration 37Q: 3 clusters Score -4876629 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4876652.500000 Penalty: 5264.425781
	Iteration 38Q: 3 clusters Score -4876652 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4876704.500000 Penalty: 5264.425781
	Iteration 39Q: 3 clusters Score -4876704 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4876740.000000 Penalty: 5264.425781
	Iteration 40F: 3 clusters Score -4876740 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4876765.500000 Penalty: 5264.425781
	Iteration 41Q: 3 clusters Score -4876766 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4876801.000000 Penalty: 5264.425781
	Iteration 42Q: 3 clusters Score -4876801 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4876803.000000 Penalty: 5264.425781
	Iteration 43Q: 3 clusters Score -4876803 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4876817.000000 Penalty: 5264.425781
	Iteration 44Q: 3 clusters Score -4876817 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4876832.500000 Penalty: 5264.425781
	Iteration 45Q: 3 clusters Score -4876832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4876845.000000 Penalty: 5264.425781
	Iteration 46Q: 3 clusters Score -4876845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4876844.000000 Penalty: 5264.425781
	Iteration 47Q: 3 clusters Score -4876844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4876856.500000 Penalty: 5264.425781
	Iteration 48Q: 3 clusters Score -4876856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4876856.000000 Penalty: 5264.425781
	Iteration 49Q: 3 clusters Score -4876856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4876863.000000 Penalty: 5264.425781
	Iteration 50Q: 3 clusters Score -4876863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4876875.500000 Penalty: 5264.425781
	Iteration 51Q: 3 clusters Score -4876876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4876880.500000 Penalty: 5264.425781
	Iteration 52Q: 3 clusters Score -4876880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -4876887.500000 Penalty: 5264.425781
	Iteration 53Q: 3 clusters Score -4876888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4876887.500000 Penalty: 5264.425781
	Iteration 54Q: 3 clusters Score -4876888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4876888.500000 Penalty: 5264.425781
	Iteration 55Q: 3 clusters Score -4876888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4876904.500000 Penalty: 5264.425781
	Iteration 56Q: 3 clusters Score -4876904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4876897.000000 Penalty: 5264.425781
	Iteration 57Q: 3 clusters Score -4876897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -4876904.500000 Penalty: 5264.425781
	Iteration 58Q: 3 clusters Score -4876904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4876913.000000 Penalty: 5264.425781
	Iteration 59Q: 3 clusters Score -4876913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4876919.000000 Penalty: 5264.425781
	Iteration 60F: 3 clusters Score -4876919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4876920.000000 Penalty: 5264.425781
	Iteration 61Q: 3 clusters Score -4876920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4876921.000000 Penalty: 5264.425781
	Iteration 62Q: 3 clusters Score -4876921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4876917.000000 Penalty: 5264.425781
	Iteration 63Q: 3 clusters Score -4876917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4876918.000000 Penalty: 5264.425781
	Iteration 64Q: 3 clusters Score -4876918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4876916.000000 Penalty: 5264.425781
	Iteration 65Q: 3 clusters Score -4876916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4876920.500000 Penalty: 5264.425781
	Iteration 66Q: 3 clusters Score -4876920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4876917.000000 Penalty: 5264.425781
	Iteration 67Q: 3 clusters Score -4876917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4876917.000000 Penalty: 5264.425781
	Iteration 68Q: 3 clusters Score -4876917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4876920.500000 Penalty: 5264.425781
	Iteration 69Q: 3 clusters Score -4876920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4876921.000000 Penalty: 5264.425781
	Iteration 70Q: 3 clusters Score -4876921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4876923.000000 Penalty: 5264.425781
	Iteration 71Q: 3 clusters Score -4876923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4876920.500000 Penalty: 5264.425781
	Iteration 72Q: 3 clusters Score -4876920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4876924.000000 Penalty: 5264.425781
	Iteration 73Q: 3 clusters Score -4876924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4876917.000000 Penalty: 5264.425781
	Iteration 74Q: 3 clusters Score -4876917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4876922.000000 Penalty: 5264.425781
	Iteration 75Q: 3 clusters Score -4876922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4876921.000000 Penalty: 5264.425781
	Iteration 76Q: 3 clusters Score -4876921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4876924.500000 Penalty: 5264.425781
	Iteration 77Q: 3 clusters Score -4876924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4876923.500000 Penalty: 5264.425781
	Iteration 78Q: 3 clusters Score -4876924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4876928.500000 Penalty: 5264.425781
	Iteration 79Q: 3 clusters Score -4876928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4876928.500000 Penalty: 5264.425781
	Iteration 80F: 3 clusters Score -4876928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -44580.449219 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -44580.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -43171.804688 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -43171.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43470.238281 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -43470.24 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43543.804688 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -43543.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43563.656250 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -43563.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43583.160156 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -43583.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43607.128906 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -43607.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43613.242188 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -43613.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43619.367188 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -43619.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43625.265625 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -43625.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43633.429688 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -43633.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43639.195312 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -43639.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43639.601562 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -43639.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -43639.601562 Penalty: 3069.378906
	Iteration 12F: 3 clusters Score -43639.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Entering Unmasked Estep 
Score: -3973470.500000 Penalty: 2581.277100
	Iteration 0F: 2 clusters Score -3973470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -3950803.250000 Penalty: 5162.554199
	Iteration 0F: 3 clusters Score -3950803 nChanged 14886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -3958977.000000 Penalty: 5162.554199
	Iteration 1F: 3 clusters Score -3958977 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -3959553.750000 Penalty: 5162.554199
	Iteration 2Q: 3 clusters Score -3959554 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -3960164.000000 Penalty: 5162.554199
	Iteration 3Q: 3 clusters Score -3960164 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3960918.000000 Penalty: 5162.554199
	Iteration 4Q: 3 clusters Score -3960918 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3961939.500000 Penalty: 5162.554199
	Iteration 5F: 3 clusters Score -3961940 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3963305.000000 Penalty: 5162.554199
	Iteration 6F: 3 clusters Score -3963305 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -3964870.250000 Penalty: 5162.554199
	Iteration 7F: 3 clusters Score -3964870 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3966442.500000 Penalty: 5162.554199
	Iteration 8F: 3 clusters Score -3966442 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -3967986.500000 Penalty: 5162.554199
	Iteration 9F: 3 clusters Score -3967986 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -3969407.000000 Penalty: 5162.554199
	Iteration 10Q: 3 clusters Score -3969407 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3970523.000000 Penalty: 5162.554199
	Iteration 11Q: 3 clusters Score -3970523 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3971192.750000 Penalty: 5162.554199
	Iteration 12Q: 3 clusters Score -3971193 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -3971527.500000 Penalty: 5162.554199
	Iteration 13Q: 3 clusters Score -3971528 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -3971709.000000 Penalty: 5162.554199
	Iteration 14Q: 3 clusters Score -3971709 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -3971812.750000 Penalty: 5162.554199
	Iteration 15Q: 3 clusters Score -3971813 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -3971884.750000 Penalty: 5162.554199
	Iteration 16Q: 3 clusters Score -3971885 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -3971935.500000 Penalty: 5162.554199
	Iteration 17Q: 3 clusters Score -3971936 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -3971984.250000 Penalty: 5162.554199
	Iteration 18Q: 3 clusters Score -3971984 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -3972032.250000 Penalty: 5162.554199
	Iteration 19Q: 3 clusters Score -3972032 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3972058.000000 Penalty: 5162.554199
	Iteration 20F: 3 clusters Score -3972058 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -3972066.750000 Penalty: 5162.554199
	Iteration 21Q: 3 clusters Score -3972067 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -3972074.500000 Penalty: 5162.554199
	Iteration 22Q: 3 clusters Score -3972074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -3972086.000000 Penalty: 5162.554199
	Iteration 23Q: 3 clusters Score -3972086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -3972092.500000 Penalty: 5162.554199
	Iteration 24Q: 3 clusters Score -3972092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -3972090.250000 Penalty: 5162.554199
	Iteration 25Q: 3 clusters Score -3972090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -3972104.750000 Penalty: 5162.554199
	Iteration 26Q: 3 clusters Score -3972105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3972100.250000 Penalty: 5162.554199
	Iteration 27Q: 3 clusters Score -3972100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -3972107.250000 Penalty: 5162.554199
	Iteration 28Q: 3 clusters Score -3972107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -3972110.000000 Penalty: 5162.554199
	Iteration 29Q: 3 clusters Score -3972110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3972116.500000 Penalty: 5162.554199
	Iteration 30Q: 3 clusters Score -3972116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -3972116.500000 Penalty: 5162.554199
	Iteration 31Q: 3 clusters Score -3972116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3972116.500000 Penalty: 5162.554199
	Iteration 32Q: 3 clusters Score -3972116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -3972126.000000 Penalty: 5162.554199
	Iteration 33Q: 3 clusters Score -3972126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -3972122.750000 Penalty: 5162.554199
	Iteration 34Q: 3 clusters Score -3972123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -3972120.500000 Penalty: 5162.554199
	Iteration 35Q: 3 clusters Score -3972120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -3972119.750000 Penalty: 5162.554199
	Iteration 36Q: 3 clusters Score -3972120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -3972126.000000 Penalty: 5162.554199
	Iteration 37Q: 3 clusters Score -3972126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -3972126.000000 Penalty: 5162.554199
	Iteration 38F: 3 clusters Score -3972126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Entering Unmasked Estep 
Score: -1037539.062500 Penalty: 2252.489990
	Iteration 0F: 2 clusters Score -1037539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1030636.250000 Penalty: 4504.979980
	Iteration 0F: 3 clusters Score -1030636 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1032462.312500 Penalty: 4504.979980
	Iteration 1F: 3 clusters Score -1032462 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1032738.187500 Penalty: 4504.979980
	Iteration 2F: 3 clusters Score -1032738 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1033001.187500 Penalty: 4504.979980
	Iteration 3F: 3 clusters Score -1033001 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1033309.687500 Penalty: 4504.979980
	Iteration 4Q: 3 clusters Score -1033310 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1033751.625000 Penalty: 4504.979980
	Iteration 5F: 3 clusters Score -1033752 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1034256.062500 Penalty: 4504.979980
	Iteration 6F: 3 clusters Score -1034256 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1034817.625000 Penalty: 4504.979980
	Iteration 7F: 3 clusters Score -1034818 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1035349.000000 Penalty: 4504.979980
	Iteration 8F: 3 clusters Score -1035349 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1035759.937500 Penalty: 4504.979980
	Iteration 9F: 3 clusters Score -1035760 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1036013.312500 Penalty: 4504.979980
	Iteration 10Q: 3 clusters Score -1036013 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1036189.312500 Penalty: 4504.979980
	Iteration 11Q: 3 clusters Score -1036189 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1036291.250000 Penalty: 4504.979980
	Iteration 12Q: 3 clusters Score -1036291 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1036341.125000 Penalty: 4504.979980
	Iteration 13Q: 3 clusters Score -1036341 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1036374.625000 Penalty: 4504.979980
	Iteration 14Q: 3 clusters Score -1036375 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1036407.437500 Penalty: 4504.979980
	Iteration 15Q: 3 clusters Score -1036407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1036423.875000 Penalty: 4504.979980
	Iteration 16Q: 3 clusters Score -1036424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1036435.937500 Penalty: 4504.979980
	Iteration 17Q: 3 clusters Score -1036436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1036444.062500 Penalty: 4504.979980
	Iteration 18Q: 3 clusters Score -1036444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1036453.437500 Penalty: 4504.979980
	Iteration 19Q: 3 clusters Score -1036453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1036460.875000 Penalty: 4504.979980
	Iteration 20F: 3 clusters Score -1036461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1036471.187500 Penalty: 4504.979980
	Iteration 21Q: 3 clusters Score -1036471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1036481.250000 Penalty: 4504.979980
	Iteration 22Q: 3 clusters Score -1036481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1036488.375000 Penalty: 4504.979980
	Iteration 23Q: 3 clusters Score -1036488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1036493.937500 Penalty: 4504.979980
	Iteration 24Q: 3 clusters Score -1036494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1036499.437500 Penalty: 4504.979980
	Iteration 25Q: 3 clusters Score -1036499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1036504.437500 Penalty: 4504.979980
	Iteration 26Q: 3 clusters Score -1036504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1036508.437500 Penalty: 4504.979980
	Iteration 27Q: 3 clusters Score -1036508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1036514.625000 Penalty: 4504.979980
	Iteration 28Q: 3 clusters Score -1036515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1036525.687500 Penalty: 4504.979980
	Iteration 29Q: 3 clusters Score -1036526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1036526.312500 Penalty: 4504.979980
	Iteration 30Q: 3 clusters Score -1036526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1036531.375000 Penalty: 4504.979980
	Iteration 31Q: 3 clusters Score -1036531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1036533.000000 Penalty: 4504.979980
	Iteration 32Q: 3 clusters Score -1036533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1036536.062500 Penalty: 4504.979980
	Iteration 33Q: 3 clusters Score -1036536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1036536.500000 Penalty: 4504.979980
	Iteration 34Q: 3 clusters Score -1036536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1036536.937500 Penalty: 4504.979980
	Iteration 35Q: 3 clusters Score -1036537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1036539.000000 Penalty: 4504.979980
	Iteration 36Q: 3 clusters Score -1036539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1036539.687500 Penalty: 4504.979980
	Iteration 37Q: 3 clusters Score -1036540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1036541.125000 Penalty: 4504.979980
	Iteration 38Q: 3 clusters Score -1036541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1036542.000000 Penalty: 4504.979980
	Iteration 39Q: 3 clusters Score -1036542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1036541.375000 Penalty: 4504.979980
	Iteration 40F: 3 clusters Score -1036541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1036543.500000 Penalty: 4504.979980
	Iteration 41Q: 3 clusters Score -1036544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1036543.500000 Penalty: 4504.979980
	Iteration 42F: 3 clusters Score -1036544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Entering Unmasked Estep 
Score: -2554217.250000 Penalty: 2473.931152
	Iteration 0F: 2 clusters Score -2554217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2539119.000000 Penalty: 4947.862305
	Iteration 0F: 3 clusters Score -2539119 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2544240.750000 Penalty: 4947.862305
	Iteration 1F: 3 clusters Score -2544241 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2544701.500000 Penalty: 4947.862305
	Iteration 2F: 3 clusters Score -2544702 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2545204.000000 Penalty: 4947.862305
	Iteration 3Q: 3 clusters Score -2545204 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2545730.500000 Penalty: 4947.862305
	Iteration 4Q: 3 clusters Score -2545730 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2546294.750000 Penalty: 4947.862305
	Iteration 5Q: 3 clusters Score -2546295 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2546976.500000 Penalty: 4947.862305
	Iteration 6F: 3 clusters Score -2546976 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2547711.250000 Penalty: 4947.862305
	Iteration 7F: 3 clusters Score -2547711 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2548555.500000 Penalty: 4947.862305
	Iteration 8F: 3 clusters Score -2548556 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2549457.250000 Penalty: 4947.862305
	Iteration 9F: 3 clusters Score -2549457 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2550243.500000 Penalty: 4947.862305
	Iteration 10F: 3 clusters Score -2550244 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2550874.500000 Penalty: 4947.862305
	Iteration 11Q: 3 clusters Score -2550874 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2551390.000000 Penalty: 4947.862305
	Iteration 12Q: 3 clusters Score -2551390 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -2551850.750000 Penalty: 4947.862305
	Iteration 13Q: 3 clusters Score -2551851 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2552248.250000 Penalty: 4947.862305
	Iteration 14Q: 3 clusters Score -2552248 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2552648.750000 Penalty: 4947.862305
	Iteration 15Q: 3 clusters Score -2552649 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2552987.250000 Penalty: 4947.862305
	Iteration 16Q: 3 clusters Score -2552987 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2553191.750000 Penalty: 4947.862305
	Iteration 17Q: 3 clusters Score -2553192 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2553303.500000 Penalty: 4947.862305
	Iteration 18Q: 3 clusters Score -2553304 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -2553356.250000 Penalty: 4947.862305
	Iteration 19Q: 3 clusters Score -2553356 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2553393.750000 Penalty: 4947.862305
	Iteration 20F: 3 clusters Score -2553394 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2553407.750000 Penalty: 4947.862305
	Iteration 21Q: 3 clusters Score -2553408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2553406.500000 Penalty: 4947.862305
	Iteration 22Q: 3 clusters Score -2553406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2553408.250000 Penalty: 4947.862305
	Iteration 23Q: 3 clusters Score -2553408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2553415.250000 Penalty: 4947.862305
	Iteration 24Q: 3 clusters Score -2553415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2553412.250000 Penalty: 4947.862305
	Iteration 25Q: 3 clusters Score -2553412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2553410.000000 Penalty: 4947.862305
	Iteration 26Q: 3 clusters Score -2553410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2553411.250000 Penalty: 4947.862305
	Iteration 27Q: 3 clusters Score -2553411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2553412.000000 Penalty: 4947.862305
	Iteration 28Q: 3 clusters Score -2553412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2553417.500000 Penalty: 4947.862305
	Iteration 29Q: 3 clusters Score -2553418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2553414.500000 Penalty: 4947.862305
	Iteration 30Q: 3 clusters Score -2553414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2553415.250000 Penalty: 4947.862305
	Iteration 31Q: 3 clusters Score -2553415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2553416.000000 Penalty: 4947.862305
	Iteration 32Q: 3 clusters Score -2553416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2553416.000000 Penalty: 4947.862305
	Iteration 33F: 3 clusters Score -2553416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -315398.406250 Penalty: 1954.251953
	Iteration 0F: 2 clusters Score -315398.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -312390.250000 Penalty: 3908.503906
	Iteration 0F: 3 clusters Score -312390.2 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -313314.156250 Penalty: 3908.503906
	Iteration 1F: 3 clusters Score -313314.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -314010.062500 Penalty: 3908.503906
	Iteration 2F: 3 clusters Score -314010.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -314570.062500 Penalty: 3908.503906
	Iteration 3F: 3 clusters Score -314570.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -314873.843750 Penalty: 3908.503906
	Iteration 4F: 3 clusters Score -314873.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -315010.781250 Penalty: 3908.503906
	Iteration 5Q: 3 clusters Score -315010.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -315051.031250 Penalty: 3908.503906
	Iteration 6Q: 3 clusters Score -315051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -315070.781250 Penalty: 3908.503906
	Iteration 7Q: 3 clusters Score -315070.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -315080.531250 Penalty: 3908.503906
	Iteration 8Q: 3 clusters Score -315080.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -315089.031250 Penalty: 3908.503906
	Iteration 9Q: 3 clusters Score -315089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -315092.281250 Penalty: 3908.503906
	Iteration 10Q: 3 clusters Score -315092.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -315095.843750 Penalty: 3908.503906
	Iteration 11Q: 3 clusters Score -315095.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -315100.437500 Penalty: 3908.503906
	Iteration 12Q: 3 clusters Score -315100.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -315103.468750 Penalty: 3908.503906
	Iteration 13Q: 3 clusters Score -315103.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -315105.343750 Penalty: 3908.503906
	Iteration 14Q: 3 clusters Score -315105.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -315105.343750 Penalty: 3908.503906
	Iteration 15F: 3 clusters Score -315105.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Entering Unmasked Estep 
Score: -1034409.312500 Penalty: 2249.285156
	Iteration 0F: 2 clusters Score -1034409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1027575.937500 Penalty: 4498.570312
	Iteration 0F: 3 clusters Score -1027576 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1029557.750000 Penalty: 4498.570312
	Iteration 1F: 3 clusters Score -1029558 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1029798.625000 Penalty: 4498.570312
	Iteration 2F: 3 clusters Score -1029799 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1029959.875000 Penalty: 4498.570312
	Iteration 3Q: 3 clusters Score -1029960 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1030079.187500 Penalty: 4498.570312
	Iteration 4Q: 3 clusters Score -1030079 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1030164.750000 Penalty: 4498.570312
	Iteration 5Q: 3 clusters Score -1030165 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1030234.937500 Penalty: 4498.570312
	Iteration 6Q: 3 clusters Score -1030235 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1030297.062500 Penalty: 4498.570312
	Iteration 7Q: 3 clusters Score -1030297 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1030356.312500 Penalty: 4498.570312
	Iteration 8Q: 3 clusters Score -1030356 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1030418.937500 Penalty: 4498.570312
	Iteration 9Q: 3 clusters Score -1030419 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1030478.125000 Penalty: 4498.570312
	Iteration 10Q: 3 clusters Score -1030478 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1030543.187500 Penalty: 4498.570312
	Iteration 11Q: 3 clusters Score -1030543 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1030618.250000 Penalty: 4498.570312
	Iteration 12Q: 3 clusters Score -1030618 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1030698.062500 Penalty: 4498.570312
	Iteration 13Q: 3 clusters Score -1030698 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1030793.625000 Penalty: 4498.570312
	Iteration 14Q: 3 clusters Score -1030794 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1030915.187500 Penalty: 4498.570312
	Iteration 15Q: 3 clusters Score -1030915 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1031062.250000 Penalty: 4498.570312
	Iteration 16Q: 3 clusters Score -1031062 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1031209.500000 Penalty: 4498.570312
	Iteration 17Q: 3 clusters Score -1031210 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1031380.812500 Penalty: 4498.570312
	Iteration 18Q: 3 clusters Score -1031381 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1031570.000000 Penalty: 4498.570312
	Iteration 19Q: 3 clusters Score -1031570 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1031745.625000 Penalty: 4498.570312
	Iteration 20F: 3 clusters Score -1031746 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1031894.625000 Penalty: 4498.570312
	Iteration 21Q: 3 clusters Score -1031895 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1031987.625000 Penalty: 4498.570312
	Iteration 22Q: 3 clusters Score -1031988 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1032058.625000 Penalty: 4498.570312
	Iteration 23Q: 3 clusters Score -1032059 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1032117.375000 Penalty: 4498.570312
	Iteration 24Q: 3 clusters Score -1032117 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1032180.500000 Penalty: 4498.570312
	Iteration 25Q: 3 clusters Score -1032180 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1032244.937500 Penalty: 4498.570312
	Iteration 26Q: 3 clusters Score -1032245 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1032294.437500 Penalty: 4498.570312
	Iteration 27Q: 3 clusters Score -1032294 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1032332.125000 Penalty: 4498.570312
	Iteration 28Q: 3 clusters Score -1032332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1032362.625000 Penalty: 4498.570312
	Iteration 29Q: 3 clusters Score -1032363 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1032391.937500 Penalty: 4498.570312
	Iteration 30Q: 3 clusters Score -1032392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1032413.625000 Penalty: 4498.570312
	Iteration 31Q: 3 clusters Score -1032414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1032433.812500 Penalty: 4498.570312
	Iteration 32Q: 3 clusters Score -1032434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1032447.812500 Penalty: 4498.570312
	Iteration 33Q: 3 clusters Score -1032448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1032460.687500 Penalty: 4498.570312
	Iteration 34Q: 3 clusters Score -1032461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1032470.812500 Penalty: 4498.570312
	Iteration 35Q: 3 clusters Score -1032471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1032481.375000 Penalty: 4498.570312
	Iteration 36Q: 3 clusters Score -1032481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1032486.187500 Penalty: 4498.570312
	Iteration 37Q: 3 clusters Score -1032486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1032494.312500 Penalty: 4498.570312
	Iteration 38Q: 3 clusters Score -1032494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1032499.125000 Penalty: 4498.570312
	Iteration 39Q: 3 clusters Score -1032499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1032509.000000 Penalty: 4498.570312
	Iteration 40F: 3 clusters Score -1032509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1032519.875000 Penalty: 4498.570312
	Iteration 41Q: 3 clusters Score -1032520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1032528.937500 Penalty: 4498.570312
	Iteration 42Q: 3 clusters Score -1032529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1032533.125000 Penalty: 4498.570312
	Iteration 43Q: 3 clusters Score -1032533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1032536.687500 Penalty: 4498.570312
	Iteration 44Q: 3 clusters Score -1032537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1032539.187500 Penalty: 4498.570312
	Iteration 45Q: 3 clusters Score -1032539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1032544.812500 Penalty: 4498.570312
	Iteration 46Q: 3 clusters Score -1032545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1032547.750000 Penalty: 4498.570312
	Iteration 47Q: 3 clusters Score -1032548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1032549.750000 Penalty: 4498.570312
	Iteration 48Q: 3 clusters Score -1032550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1032551.062500 Penalty: 4498.570312
	Iteration 49Q: 3 clusters Score -1032551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1032554.625000 Penalty: 4498.570312
	Iteration 50Q: 3 clusters Score -1032555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1032560.500000 Penalty: 4498.570312
	Iteration 51Q: 3 clusters Score -1032560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1032563.875000 Penalty: 4498.570312
	Iteration 52Q: 3 clusters Score -1032564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1032569.375000 Penalty: 4498.570312
	Iteration 53Q: 3 clusters Score -1032569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1032574.937500 Penalty: 4498.570312
	Iteration 54Q: 3 clusters Score -1032575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1032579.750000 Penalty: 4498.570312
	Iteration 55Q: 3 clusters Score -1032580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1032583.500000 Penalty: 4498.570312
	Iteration 56Q: 3 clusters Score -1032584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1032582.687500 Penalty: 4498.570312
	Iteration 57Q: 3 clusters Score -1032583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1032586.437500 Penalty: 4498.570312
	Iteration 58Q: 3 clusters Score -1032586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1032586.437500 Penalty: 4498.570312
	Iteration 59F: 3 clusters Score -1032586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Entering Unmasked Estep 
Score: -1115545.500000 Penalty: 2267.364014
	Iteration 0F: 2 clusters Score -1115546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1108289.125000 Penalty: 4534.728027
	Iteration 0F: 3 clusters Score -1108289 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1110374.625000 Penalty: 4534.728027
	Iteration 1F: 3 clusters Score -1110375 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1110665.250000 Penalty: 4534.728027
	Iteration 2F: 3 clusters Score -1110665 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1110933.625000 Penalty: 4534.728027
	Iteration 3F: 3 clusters Score -1110934 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1111229.125000 Penalty: 4534.728027
	Iteration 4F: 3 clusters Score -1111229 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1111517.000000 Penalty: 4534.728027
	Iteration 5F: 3 clusters Score -1111517 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1111839.750000 Penalty: 4534.728027
	Iteration 6Q: 3 clusters Score -1111840 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1112173.500000 Penalty: 4534.728027
	Iteration 7F: 3 clusters Score -1112174 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1112434.625000 Penalty: 4534.728027
	Iteration 8Q: 3 clusters Score -1112435 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1112635.375000 Penalty: 4534.728027
	Iteration 9Q: 3 clusters Score -1112635 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1112807.625000 Penalty: 4534.728027
	Iteration 10Q: 3 clusters Score -1112808 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1112917.375000 Penalty: 4534.728027
	Iteration 11Q: 3 clusters Score -1112917 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1113010.375000 Penalty: 4534.728027
	Iteration 12Q: 3 clusters Score -1113010 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1113102.125000 Penalty: 4534.728027
	Iteration 13Q: 3 clusters Score -1113102 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1113199.250000 Penalty: 4534.728027
	Iteration 14Q: 3 clusters Score -1113199 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1113290.375000 Penalty: 4534.728027
	Iteration 15Q: 3 clusters Score -1113290 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1113423.625000 Penalty: 4534.728027
	Iteration 16Q: 3 clusters Score -1113424 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1113578.500000 Penalty: 4534.728027
	Iteration 17Q: 3 clusters Score -1113578 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1113738.000000 Penalty: 4534.728027
	Iteration 18Q: 3 clusters Score -1113738 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1113920.750000 Penalty: 4534.728027
	Iteration 19Q: 3 clusters Score -1113921 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1114113.000000 Penalty: 4534.728027
	Iteration 20F: 3 clusters Score -1114113 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1114273.250000 Penalty: 4534.728027
	Iteration 21Q: 3 clusters Score -1114273 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1114389.625000 Penalty: 4534.728027
	Iteration 22Q: 3 clusters Score -1114390 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1114477.250000 Penalty: 4534.728027
	Iteration 23Q: 3 clusters Score -1114477 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1114556.500000 Penalty: 4534.728027
	Iteration 24Q: 3 clusters Score -1114556 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1114625.125000 Penalty: 4534.728027
	Iteration 25Q: 3 clusters Score -1114625 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1114695.750000 Penalty: 4534.728027
	Iteration 26Q: 3 clusters Score -1114696 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1114758.000000 Penalty: 4534.728027
	Iteration 27Q: 3 clusters Score -1114758 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1114827.000000 Penalty: 4534.728027
	Iteration 28Q: 3 clusters Score -1114827 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1114880.750000 Penalty: 4534.728027
	Iteration 29Q: 3 clusters Score -1114881 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1114931.625000 Penalty: 4534.728027
	Iteration 30Q: 3 clusters Score -1114932 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1114999.000000 Penalty: 4534.728027
	Iteration 31Q: 3 clusters Score -1114999 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1115058.625000 Penalty: 4534.728027
	Iteration 32Q: 3 clusters Score -1115059 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1115102.000000 Penalty: 4534.728027
	Iteration 33Q: 3 clusters Score -1115102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1115122.000000 Penalty: 4534.728027
	Iteration 34Q: 3 clusters Score -1115122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1115139.875000 Penalty: 4534.728027
	Iteration 35Q: 3 clusters Score -1115140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1115147.125000 Penalty: 4534.728027
	Iteration 36Q: 3 clusters Score -1115147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1115154.250000 Penalty: 4534.728027
	Iteration 37Q: 3 clusters Score -1115154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1115161.125000 Penalty: 4534.728027
	Iteration 38Q: 3 clusters Score -1115161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1115160.875000 Penalty: 4534.728027
	Iteration 39Q: 3 clusters Score -1115161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1115168.250000 Penalty: 4534.728027
	Iteration 40F: 3 clusters Score -1115168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1115173.000000 Penalty: 4534.728027
	Iteration 41Q: 3 clusters Score -1115173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1115176.375000 Penalty: 4534.728027
	Iteration 42Q: 3 clusters Score -1115176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1115177.125000 Penalty: 4534.728027
	Iteration 43Q: 3 clusters Score -1115177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1115177.125000 Penalty: 4534.728027
	Iteration 44Q: 3 clusters Score -1115177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1115177.625000 Penalty: 4534.728027
	Iteration 45Q: 3 clusters Score -1115178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1115178.000000 Penalty: 4534.728027
	Iteration 46Q: 3 clusters Score -1115178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1115178.000000 Penalty: 4534.728027
	Iteration 47F: 3 clusters Score -1115178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -218862.468750 Penalty: 1855.286133
	Iteration 0F: 2 clusters Score -218862.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -216353.140625 Penalty: 3710.572266
	Iteration 0F: 3 clusters Score -216353.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -216751.000000 Penalty: 3710.572266
	Iteration 1F: 3 clusters Score -216751 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -216877.125000 Penalty: 3710.572266
	Iteration 2F: 3 clusters Score -216877.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -216935.500000 Penalty: 3710.572266
	Iteration 3Q: 3 clusters Score -216935.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -216978.312500 Penalty: 3710.572266
	Iteration 4Q: 3 clusters Score -216978.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -217013.312500 Penalty: 3710.572266
	Iteration 5Q: 3 clusters Score -217013.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -217039.703125 Penalty: 3710.572266
	Iteration 6Q: 3 clusters Score -217039.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -217054.375000 Penalty: 3710.572266
	Iteration 7Q: 3 clusters Score -217054.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -217063.390625 Penalty: 3710.572266
	Iteration 8Q: 3 clusters Score -217063.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -217071.609375 Penalty: 3710.572266
	Iteration 9Q: 3 clusters Score -217071.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -217075.453125 Penalty: 3710.572266
	Iteration 10Q: 3 clusters Score -217075.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -217076.890625 Penalty: 3710.572266
	Iteration 11Q: 3 clusters Score -217076.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -217079.093750 Penalty: 3710.572266
	Iteration 12Q: 3 clusters Score -217079.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -217087.890625 Penalty: 3710.572266
	Iteration 13Q: 3 clusters Score -217087.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -217095.625000 Penalty: 3710.572266
	Iteration 14Q: 3 clusters Score -217095.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -217100.546875 Penalty: 3710.572266
	Iteration 15Q: 3 clusters Score -217100.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -217103.437500 Penalty: 3710.572266
	Iteration 16Q: 3 clusters Score -217103.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -217104.375000 Penalty: 3710.572266
	Iteration 17Q: 3 clusters Score -217104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -217105.171875 Penalty: 3710.572266
	Iteration 18Q: 3 clusters Score -217105.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -217105.703125 Penalty: 3710.572266
	Iteration 19Q: 3 clusters Score -217105.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -217105.656250 Penalty: 3710.572266
	Iteration 20F: 3 clusters Score -217105.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -217106.265625 Penalty: 3710.572266
	Iteration 21Q: 3 clusters Score -217106.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -217106.562500 Penalty: 3710.572266
	Iteration 22Q: 3 clusters Score -217106.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -217106.562500 Penalty: 3710.572266
	Iteration 23F: 3 clusters Score -217106.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -42888.750000 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -42888.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41517.851562 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -41517.85 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41690.281250 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -41690.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -41773.656250 Penalty: 2976.701660
	Iteration 2Q: 3 clusters Score -41773.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -41818.355469 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -41818.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41845.843750 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -41845.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41867.101562 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -41867.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -41881.148438 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -41881.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41882.417969 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -41882.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -41882.417969 Penalty: 2976.701660
	Iteration 8F: 3 clusters Score -41882.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Entering Unmasked Estep 
Score: -1526981.750000 Penalty: 2360.529785
	Iteration 0F: 2 clusters Score -1526982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1517102.125000 Penalty: 4721.059570
	Iteration 0F: 3 clusters Score -1517102 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1520233.875000 Penalty: 4721.059570
	Iteration 1F: 3 clusters Score -1520234 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1520684.250000 Penalty: 4721.059570
	Iteration 2F: 3 clusters Score -1520684 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1521065.125000 Penalty: 4721.059570
	Iteration 3F: 3 clusters Score -1521065 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1521379.875000 Penalty: 4721.059570
	Iteration 4Q: 3 clusters Score -1521380 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1521711.625000 Penalty: 4721.059570
	Iteration 5Q: 3 clusters Score -1521712 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1522008.125000 Penalty: 4721.059570
	Iteration 6Q: 3 clusters Score -1522008 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1522322.750000 Penalty: 4721.059570
	Iteration 7Q: 3 clusters Score -1522323 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1522608.875000 Penalty: 4721.059570
	Iteration 8Q: 3 clusters Score -1522609 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1522870.000000 Penalty: 4721.059570
	Iteration 9Q: 3 clusters Score -1522870 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1523152.750000 Penalty: 4721.059570
	Iteration 10Q: 3 clusters Score -1523153 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1523403.500000 Penalty: 4721.059570
	Iteration 11Q: 3 clusters Score -1523404 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1523612.500000 Penalty: 4721.059570
	Iteration 12Q: 3 clusters Score -1523612 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1523812.500000 Penalty: 4721.059570
	Iteration 13Q: 3 clusters Score -1523812 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1524005.625000 Penalty: 4721.059570
	Iteration 14Q: 3 clusters Score -1524006 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1524208.875000 Penalty: 4721.059570
	Iteration 15Q: 3 clusters Score -1524209 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1524382.375000 Penalty: 4721.059570
	Iteration 16Q: 3 clusters Score -1524382 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1524528.500000 Penalty: 4721.059570
	Iteration 17Q: 3 clusters Score -1524528 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1524648.250000 Penalty: 4721.059570
	Iteration 18Q: 3 clusters Score -1524648 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1524747.000000 Penalty: 4721.059570
	Iteration 19Q: 3 clusters Score -1524747 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1524810.875000 Penalty: 4721.059570
	Iteration 20F: 3 clusters Score -1524811 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1524848.250000 Penalty: 4721.059570
	Iteration 21Q: 3 clusters Score -1524848 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1524878.750000 Penalty: 4721.059570
	Iteration 22Q: 3 clusters Score -1524879 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1524899.750000 Penalty: 4721.059570
	Iteration 23Q: 3 clusters Score -1524900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1524921.000000 Penalty: 4721.059570
	Iteration 24Q: 3 clusters Score -1524921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1524935.000000 Penalty: 4721.059570
	Iteration 25Q: 3 clusters Score -1524935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1524951.250000 Penalty: 4721.059570
	Iteration 26Q: 3 clusters Score -1524951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1524960.000000 Penalty: 4721.059570
	Iteration 27Q: 3 clusters Score -1524960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1524972.625000 Penalty: 4721.059570
	Iteration 28Q: 3 clusters Score -1524973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1524981.250000 Penalty: 4721.059570
	Iteration 29Q: 3 clusters Score -1524981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1524984.625000 Penalty: 4721.059570
	Iteration 30Q: 3 clusters Score -1524985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1524989.750000 Penalty: 4721.059570
	Iteration 31Q: 3 clusters Score -1524990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1524996.875000 Penalty: 4721.059570
	Iteration 32Q: 3 clusters Score -1524997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1525001.125000 Penalty: 4721.059570
	Iteration 33Q: 3 clusters Score -1525001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1525007.250000 Penalty: 4721.059570
	Iteration 34Q: 3 clusters Score -1525007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1525007.750000 Penalty: 4721.059570
	Iteration 35Q: 3 clusters Score -1525008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1525010.375000 Penalty: 4721.059570
	Iteration 36Q: 3 clusters Score -1525010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1525012.250000 Penalty: 4721.059570
	Iteration 37Q: 3 clusters Score -1525012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1525012.750000 Penalty: 4721.059570
	Iteration 38Q: 3 clusters Score -1525013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1525015.250000 Penalty: 4721.059570
	Iteration 39Q: 3 clusters Score -1525015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1525015.625000 Penalty: 4721.059570
	Iteration 40F: 3 clusters Score -1525016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1525018.625000 Penalty: 4721.059570
	Iteration 41Q: 3 clusters Score -1525019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1525019.250000 Penalty: 4721.059570
	Iteration 42Q: 3 clusters Score -1525019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1525020.250000 Penalty: 4721.059570
	Iteration 43Q: 3 clusters Score -1525020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1525021.250000 Penalty: 4721.059570
	Iteration 44Q: 3 clusters Score -1525021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1525020.500000 Penalty: 4721.059570
	Iteration 45Q: 3 clusters Score -1525020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1525021.625000 Penalty: 4721.059570
	Iteration 46Q: 3 clusters Score -1525022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1525026.125000 Penalty: 4721.059570
	Iteration 47Q: 3 clusters Score -1525026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1525029.500000 Penalty: 4721.059570
	Iteration 48Q: 3 clusters Score -1525030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1525033.500000 Penalty: 4721.059570
	Iteration 49Q: 3 clusters Score -1525034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1525039.125000 Penalty: 4721.059570
	Iteration 50Q: 3 clusters Score -1525039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1525043.750000 Penalty: 4721.059570
	Iteration 51Q: 3 clusters Score -1525044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1525042.375000 Penalty: 4721.059570
	Iteration 52Q: 3 clusters Score -1525042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1525044.000000 Penalty: 4721.059570
	Iteration 53Q: 3 clusters Score -1525044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1525045.000000 Penalty: 4721.059570
	Iteration 54Q: 3 clusters Score -1525045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1525044.750000 Penalty: 4721.059570
	Iteration 55Q: 3 clusters Score -1525045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1525046.250000 Penalty: 4721.059570
	Iteration 56Q: 3 clusters Score -1525046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1525048.750000 Penalty: 4721.059570
	Iteration 57Q: 3 clusters Score -1525049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1525047.500000 Penalty: 4721.059570
	Iteration 58Q: 3 clusters Score -1525048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1525049.375000 Penalty: 4721.059570
	Iteration 59Q: 3 clusters Score -1525049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1525048.000000 Penalty: 4721.059570
	Iteration 60F: 3 clusters Score -1525048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1525048.625000 Penalty: 4721.059570
	Iteration 61Q: 3 clusters Score -1525049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1525048.625000 Penalty: 4721.059570
	Iteration 62F: 3 clusters Score -1525049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Entering Unmasked Estep 
Score: -6169059.000000 Penalty: 2699.601807
	Iteration 0F: 2 clusters Score -6169059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -6133070.000000 Penalty: 5399.203613
	Iteration 0F: 3 clusters Score -6133070 nChanged 24785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -6147045.000000 Penalty: 5399.203613
	Iteration 1F: 3 clusters Score -6147045 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -6147746.500000 Penalty: 5399.203613
	Iteration 2Q: 3 clusters Score -6147746 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -6148518.000000 Penalty: 5399.203613
	Iteration 3Q: 3 clusters Score -6148518 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -6149410.500000 Penalty: 5399.203613
	Iteration 4Q: 3 clusters Score -6149410 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -6150451.500000 Penalty: 5399.203613
	Iteration 5Q: 3 clusters Score -6150452 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -6151807.000000 Penalty: 5399.203613
	Iteration 6Q: 3 clusters Score -6151807 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -6153637.500000 Penalty: 5399.203613
	Iteration 7F: 3 clusters Score -6153638 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -6156065.500000 Penalty: 5399.203613
	Iteration 8F: 3 clusters Score -6156066 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -6158418.000000 Penalty: 5399.203613
	Iteration 9F: 3 clusters Score -6158418 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -6160620.000000 Penalty: 5399.203613
	Iteration 10Q: 3 clusters Score -6160620 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -6162226.500000 Penalty: 5399.203613
	Iteration 11Q: 3 clusters Score -6162226 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -6163337.500000 Penalty: 5399.203613
	Iteration 12Q: 3 clusters Score -6163338 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -6164094.000000 Penalty: 5399.203613
	Iteration 13Q: 3 clusters Score -6164094 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -6164647.000000 Penalty: 5399.203613
	Iteration 14Q: 3 clusters Score -6164647 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -6165024.000000 Penalty: 5399.203613
	Iteration 15Q: 3 clusters Score -6165024 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -6165335.500000 Penalty: 5399.203613
	Iteration 16Q: 3 clusters Score -6165336 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -6165660.500000 Penalty: 5399.203613
	Iteration 17Q: 3 clusters Score -6165660 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -6165859.000000 Penalty: 5399.203613
	Iteration 18Q: 3 clusters Score -6165859 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -6166096.000000 Penalty: 5399.203613
	Iteration 19Q: 3 clusters Score -6166096 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -6166258.500000 Penalty: 5399.203613
	Iteration 20F: 3 clusters Score -6166258 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -6166450.000000 Penalty: 5399.203613
	Iteration 21Q: 3 clusters Score -6166450 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -6166541.500000 Penalty: 5399.203613
	Iteration 22Q: 3 clusters Score -6166542 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -6166624.500000 Penalty: 5399.203613
	Iteration 23Q: 3 clusters Score -6166624 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -6166716.000000 Penalty: 5399.203613
	Iteration 24Q: 3 clusters Score -6166716 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -6166758.000000 Penalty: 5399.203613
	Iteration 25Q: 3 clusters Score -6166758 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -6166833.500000 Penalty: 5399.203613
	Iteration 26Q: 3 clusters Score -6166834 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -6166866.000000 Penalty: 5399.203613
	Iteration 27Q: 3 clusters Score -6166866 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -6166912.500000 Penalty: 5399.203613
	Iteration 28Q: 3 clusters Score -6166912 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -6166942.000000 Penalty: 5399.203613
	Iteration 29Q: 3 clusters Score -6166942 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -6166986.500000 Penalty: 5399.203613
	Iteration 30Q: 3 clusters Score -6166986 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -6167012.000000 Penalty: 5399.203613
	Iteration 31Q: 3 clusters Score -6167012 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -6167034.500000 Penalty: 5399.203613
	Iteration 32Q: 3 clusters Score -6167034 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -6167054.000000 Penalty: 5399.203613
	Iteration 33Q: 3 clusters Score -6167054 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -6167085.000000 Penalty: 5399.203613
	Iteration 34Q: 3 clusters Score -6167085 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -6167104.500000 Penalty: 5399.203613
	Iteration 35Q: 3 clusters Score -6167104 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -6167122.500000 Penalty: 5399.203613
	Iteration 36Q: 3 clusters Score -6167122 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -6167142.000000 Penalty: 5399.203613
	Iteration 37Q: 3 clusters Score -6167142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -6167134.000000 Penalty: 5399.203613
	Iteration 38Q: 3 clusters Score -6167134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -6167146.000000 Penalty: 5399.203613
	Iteration 39Q: 3 clusters Score -6167146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -6167163.000000 Penalty: 5399.203613
	Iteration 40F: 3 clusters Score -6167163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -6167170.500000 Penalty: 5399.203613
	Iteration 41Q: 3 clusters Score -6167170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -6167180.000000 Penalty: 5399.203613
	Iteration 42Q: 3 clusters Score -6167180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -6167167.500000 Penalty: 5399.203613
	Iteration 43Q: 3 clusters Score -6167168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -6167162.500000 Penalty: 5399.203613
	Iteration 44Q: 3 clusters Score -6167162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -6167171.500000 Penalty: 5399.203613
	Iteration 45Q: 3 clusters Score -6167172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
Score: -6167174.000000 Penalty: 5399.203613
	Iteration 46Q: 3 clusters Score -6167174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -6167164.000000 Penalty: 5399.203613
	Iteration 47Q: 3 clusters Score -6167164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -6167178.500000 Penalty: 5399.203613
	Iteration 48Q: 3 clusters Score -6167178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -6167186.000000 Penalty: 5399.203613
	Iteration 49Q: 3 clusters Score -6167186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -6167195.500000 Penalty: 5399.203613
	Iteration 50Q: 3 clusters Score -6167196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -6167211.500000 Penalty: 5399.203613
	Iteration 51Q: 3 clusters Score -6167212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -6167210.000000 Penalty: 5399.203613
	Iteration 52Q: 3 clusters Score -6167210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -6167210.000000 Penalty: 5399.203613
	Iteration 53Q: 3 clusters Score -6167210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -6167212.000000 Penalty: 5399.203613
	Iteration 54Q: 3 clusters Score -6167212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -6167204.000000 Penalty: 5399.203613
	Iteration 55Q: 3 clusters Score -6167204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -6167215.500000 Penalty: 5399.203613
	Iteration 56Q: 3 clusters Score -6167216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -6167210.000000 Penalty: 5399.203613
	Iteration 57Q: 3 clusters Score -6167210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -6167209.000000 Penalty: 5399.203613
	Iteration 58Q: 3 clusters Score -6167209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -6167217.000000 Penalty: 5399.203613
	Iteration 59Q: 3 clusters Score -6167217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -6167210.500000 Penalty: 5399.203613
	Iteration 60F: 3 clusters Score -6167210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -6167204.500000 Penalty: 5399.203613
	Iteration 61Q: 3 clusters Score -6167204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -6167209.500000 Penalty: 5399.203613
	Iteration 62Q: 3 clusters Score -6167210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -6167212.500000 Penalty: 5399.203613
	Iteration 63Q: 3 clusters Score -6167212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -6167208.500000 Penalty: 5399.203613
	Iteration 64Q: 3 clusters Score -6167208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -6167214.000000 Penalty: 5399.203613
	Iteration 65Q: 3 clusters Score -6167214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -6167213.000000 Penalty: 5399.203613
	Iteration 66Q: 3 clusters Score -6167213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -6167212.000000 Penalty: 5399.203613
	Iteration 67Q: 3 clusters Score -6167212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -6167216.500000 Penalty: 5399.203613
	Iteration 68Q: 3 clusters Score -6167216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -6167218.500000 Penalty: 5399.203613
	Iteration 69Q: 3 clusters Score -6167218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -6167225.500000 Penalty: 5399.203613
	Iteration 70Q: 3 clusters Score -6167226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -6167223.500000 Penalty: 5399.203613
	Iteration 71Q: 3 clusters Score -6167224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -6167229.000000 Penalty: 5399.203613
	Iteration 72Q: 3 clusters Score -6167229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -6167228.500000 Penalty: 5399.203613
	Iteration 73Q: 3 clusters Score -6167228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -6167228.500000 Penalty: 5399.203613
	Iteration 74F: 3 clusters Score -6167228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Entering Unmasked Estep 
Score: -1307971.000000 Penalty: 2295.056885
	Iteration 0F: 2 clusters Score -1307971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1299998.500000 Penalty: 4590.113770
	Iteration 0F: 3 clusters Score -1299998 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1302318.500000 Penalty: 4590.113770
	Iteration 1F: 3 clusters Score -1302318 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1302565.000000 Penalty: 4590.113770
	Iteration 2F: 3 clusters Score -1302565 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1302764.125000 Penalty: 4590.113770
	Iteration 3Q: 3 clusters Score -1302764 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1302922.250000 Penalty: 4590.113770
	Iteration 4Q: 3 clusters Score -1302922 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1303070.000000 Penalty: 4590.113770
	Iteration 5Q: 3 clusters Score -1303070 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1303204.875000 Penalty: 4590.113770
	Iteration 6Q: 3 clusters Score -1303205 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1303368.625000 Penalty: 4590.113770
	Iteration 7Q: 3 clusters Score -1303369 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1303558.625000 Penalty: 4590.113770
	Iteration 8Q: 3 clusters Score -1303559 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1303820.500000 Penalty: 4590.113770
	Iteration 9Q: 3 clusters Score -1303820 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1304140.500000 Penalty: 4590.113770
	Iteration 10Q: 3 clusters Score -1304140 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1304529.500000 Penalty: 4590.113770
	Iteration 11Q: 3 clusters Score -1304530 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1304911.875000 Penalty: 4590.113770
	Iteration 12Q: 3 clusters Score -1304912 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1305282.250000 Penalty: 4590.113770
	Iteration 13Q: 3 clusters Score -1305282 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1305502.125000 Penalty: 4590.113770
	Iteration 14Q: 3 clusters Score -1305502 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1305677.000000 Penalty: 4590.113770
	Iteration 15Q: 3 clusters Score -1305677 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1305774.875000 Penalty: 4590.113770
	Iteration 16Q: 3 clusters Score -1305775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1305839.000000 Penalty: 4590.113770
	Iteration 17Q: 3 clusters Score -1305839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1305878.625000 Penalty: 4590.113770
	Iteration 18Q: 3 clusters Score -1305879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1305904.000000 Penalty: 4590.113770
	Iteration 19Q: 3 clusters Score -1305904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1305921.000000 Penalty: 4590.113770
	Iteration 20F: 3 clusters Score -1305921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1305931.625000 Penalty: 4590.113770
	Iteration 21Q: 3 clusters Score -1305932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1305933.625000 Penalty: 4590.113770
	Iteration 22Q: 3 clusters Score -1305934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1305933.625000 Penalty: 4590.113770
	Iteration 23Q: 3 clusters Score -1305934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1305944.125000 Penalty: 4590.113770
	Iteration 24Q: 3 clusters Score -1305944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1305946.125000 Penalty: 4590.113770
	Iteration 25Q: 3 clusters Score -1305946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1305947.750000 Penalty: 4590.113770
	Iteration 26Q: 3 clusters Score -1305948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1305947.750000 Penalty: 4590.113770
	Iteration 27F: 3 clusters Score -1305948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Entering Unmasked Estep 
Score: -2468378.000000 Penalty: 2453.822754
	Iteration 0F: 2 clusters Score -2468378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2454422.000000 Penalty: 4907.645508
	Iteration 0F: 3 clusters Score -2454422 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2459111.000000 Penalty: 4907.645508
	Iteration 1F: 3 clusters Score -2459111 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2459646.000000 Penalty: 4907.645508
	Iteration 2F: 3 clusters Score -2459646 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2460224.750000 Penalty: 4907.645508
	Iteration 3F: 3 clusters Score -2460225 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2460925.750000 Penalty: 4907.645508
	Iteration 4F: 3 clusters Score -2460926 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2461780.500000 Penalty: 4907.645508
	Iteration 5F: 3 clusters Score -2461780 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2462720.000000 Penalty: 4907.645508
	Iteration 6F: 3 clusters Score -2462720 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2463658.000000 Penalty: 4907.645508
	Iteration 7F: 3 clusters Score -2463658 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2464490.750000 Penalty: 4907.645508
	Iteration 8F: 3 clusters Score -2464491 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2465141.500000 Penalty: 4907.645508
	Iteration 9Q: 3 clusters Score -2465142 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2465602.000000 Penalty: 4907.645508
	Iteration 10Q: 3 clusters Score -2465602 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2465880.500000 Penalty: 4907.645508
	Iteration 11Q: 3 clusters Score -2465880 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2466061.750000 Penalty: 4907.645508
	Iteration 12Q: 3 clusters Score -2466062 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2466174.250000 Penalty: 4907.645508
	Iteration 13Q: 3 clusters Score -2466174 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2466246.500000 Penalty: 4907.645508
	Iteration 14Q: 3 clusters Score -2466246 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2466287.500000 Penalty: 4907.645508
	Iteration 15Q: 3 clusters Score -2466288 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2466316.250000 Penalty: 4907.645508
	Iteration 16Q: 3 clusters Score -2466316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2466352.250000 Penalty: 4907.645508
	Iteration 17Q: 3 clusters Score -2466352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2466363.000000 Penalty: 4907.645508
	Iteration 18Q: 3 clusters Score -2466363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2466377.750000 Penalty: 4907.645508
	Iteration 19Q: 3 clusters Score -2466378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2466401.500000 Penalty: 4907.645508
	Iteration 20F: 3 clusters Score -2466402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2466415.000000 Penalty: 4907.645508
	Iteration 21Q: 3 clusters Score -2466415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2466422.500000 Penalty: 4907.645508
	Iteration 22Q: 3 clusters Score -2466422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2466426.500000 Penalty: 4907.645508
	Iteration 23Q: 3 clusters Score -2466426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2466431.500000 Penalty: 4907.645508
	Iteration 24Q: 3 clusters Score -2466432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2466438.250000 Penalty: 4907.645508
	Iteration 25Q: 3 clusters Score -2466438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2466442.500000 Penalty: 4907.645508
	Iteration 26Q: 3 clusters Score -2466442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2466443.000000 Penalty: 4907.645508
	Iteration 27Q: 3 clusters Score -2466443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2466452.000000 Penalty: 4907.645508
	Iteration 28Q: 3 clusters Score -2466452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2466455.250000 Penalty: 4907.645508
	Iteration 29Q: 3 clusters Score -2466455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2466460.500000 Penalty: 4907.645508
	Iteration 30Q: 3 clusters Score -2466460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2466463.250000 Penalty: 4907.645508
	Iteration 31Q: 3 clusters Score -2466463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2466463.000000 Penalty: 4907.645508
	Iteration 32Q: 3 clusters Score -2466463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2466464.750000 Penalty: 4907.645508
	Iteration 33Q: 3 clusters Score -2466465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2466467.750000 Penalty: 4907.645508
	Iteration 34Q: 3 clusters Score -2466468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2466481.000000 Penalty: 4907.645508
	Iteration 35Q: 3 clusters Score -2466481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2466487.500000 Penalty: 4907.645508
	Iteration 36Q: 3 clusters Score -2466488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2466486.500000 Penalty: 4907.645508
	Iteration 37Q: 3 clusters Score -2466486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2466491.000000 Penalty: 4907.645508
	Iteration 38Q: 3 clusters Score -2466491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2466496.250000 Penalty: 4907.645508
	Iteration 39Q: 3 clusters Score -2466496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2466496.750000 Penalty: 4907.645508
	Iteration 40F: 3 clusters Score -2466497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2466498.250000 Penalty: 4907.645508
	Iteration 41Q: 3 clusters Score -2466498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2466510.750000 Penalty: 4907.645508
	Iteration 42Q: 3 clusters Score -2466511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2466512.250000 Penalty: 4907.645508
	Iteration 43Q: 3 clusters Score -2466512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2466513.500000 Penalty: 4907.645508
	Iteration 44Q: 3 clusters Score -2466514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2466508.750000 Penalty: 4907.645508
	Iteration 45Q: 3 clusters Score -2466509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2466511.750000 Penalty: 4907.645508
	Iteration 46Q: 3 clusters Score -2466512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2466508.750000 Penalty: 4907.645508
	Iteration 47Q: 3 clusters Score -2466509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2466513.000000 Penalty: 4907.645508
	Iteration 48Q: 3 clusters Score -2466513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2466510.500000 Penalty: 4907.645508
	Iteration 49Q: 3 clusters Score -2466510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2466509.750000 Penalty: 4907.645508
	Iteration 50Q: 3 clusters Score -2466510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2466506.000000 Penalty: 4907.645508
	Iteration 51Q: 3 clusters Score -2466506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2466504.250000 Penalty: 4907.645508
	Iteration 52Q: 3 clusters Score -2466504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2466505.500000 Penalty: 4907.645508
	Iteration 53Q: 3 clusters Score -2466506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2466505.500000 Penalty: 4907.645508
	Iteration 54F: 3 clusters Score -2466506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Entering Unmasked Estep 
Score: -1015790.062500 Penalty: 2257.041016
	Iteration 0F: 2 clusters Score -1015790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1008738.437500 Penalty: 4514.082031
	Iteration 0F: 3 clusters Score -1008738 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1010777.312500 Penalty: 4514.082031
	Iteration 1F: 3 clusters Score -1010777 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1011183.875000 Penalty: 4514.082031
	Iteration 2F: 3 clusters Score -1011184 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1011507.062500 Penalty: 4514.082031
	Iteration 3F: 3 clusters Score -1011507 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1011804.437500 Penalty: 4514.082031
	Iteration 4F: 3 clusters Score -1011804 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1012092.812500 Penalty: 4514.082031
	Iteration 5F: 3 clusters Score -1012093 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1012396.875000 Penalty: 4514.082031
	Iteration 6Q: 3 clusters Score -1012397 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1012678.187500 Penalty: 4514.082031
	Iteration 7Q: 3 clusters Score -1012678 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1012962.750000 Penalty: 4514.082031
	Iteration 8Q: 3 clusters Score -1012963 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1013179.687500 Penalty: 4514.082031
	Iteration 9Q: 3 clusters Score -1013180 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1013384.125000 Penalty: 4514.082031
	Iteration 10Q: 3 clusters Score -1013384 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1013548.625000 Penalty: 4514.082031
	Iteration 11Q: 3 clusters Score -1013549 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1013668.437500 Penalty: 4514.082031
	Iteration 12Q: 3 clusters Score -1013668 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1013765.500000 Penalty: 4514.082031
	Iteration 13Q: 3 clusters Score -1013766 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1013834.625000 Penalty: 4514.082031
	Iteration 14Q: 3 clusters Score -1013835 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1013885.312500 Penalty: 4514.082031
	Iteration 15Q: 3 clusters Score -1013885 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1013934.187500 Penalty: 4514.082031
	Iteration 16Q: 3 clusters Score -1013934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1013973.125000 Penalty: 4514.082031
	Iteration 17Q: 3 clusters Score -1013973 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1014006.875000 Penalty: 4514.082031
	Iteration 18Q: 3 clusters Score -1014007 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1014035.125000 Penalty: 4514.082031
	Iteration 19Q: 3 clusters Score -1014035 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1014059.812500 Penalty: 4514.082031
	Iteration 20F: 3 clusters Score -1014060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1014081.500000 Penalty: 4514.082031
	Iteration 21Q: 3 clusters Score -1014082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1014090.875000 Penalty: 4514.082031
	Iteration 22Q: 3 clusters Score -1014091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1014099.562500 Penalty: 4514.082031
	Iteration 23Q: 3 clusters Score -1014100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1014104.562500 Penalty: 4514.082031
	Iteration 24Q: 3 clusters Score -1014105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1014114.312500 Penalty: 4514.082031
	Iteration 25Q: 3 clusters Score -1014114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1014120.687500 Penalty: 4514.082031
	Iteration 26Q: 3 clusters Score -1014121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1014131.500000 Penalty: 4514.082031
	Iteration 27Q: 3 clusters Score -1014132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1014136.500000 Penalty: 4514.082031
	Iteration 28Q: 3 clusters Score -1014136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1014143.125000 Penalty: 4514.082031
	Iteration 29Q: 3 clusters Score -1014143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1014149.937500 Penalty: 4514.082031
	Iteration 30Q: 3 clusters Score -1014150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1014158.875000 Penalty: 4514.082031
	Iteration 31Q: 3 clusters Score -1014159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1014169.937500 Penalty: 4514.082031
	Iteration 32Q: 3 clusters Score -1014170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1014177.937500 Penalty: 4514.082031
	Iteration 33Q: 3 clusters Score -1014178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1014181.375000 Penalty: 4514.082031
	Iteration 34Q: 3 clusters Score -1014181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1014183.937500 Penalty: 4514.082031
	Iteration 35Q: 3 clusters Score -1014184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1014191.187500 Penalty: 4514.082031
	Iteration 36Q: 3 clusters Score -1014191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1014190.187500 Penalty: 4514.082031
	Iteration 37Q: 3 clusters Score -1014190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1014191.062500 Penalty: 4514.082031
	Iteration 38Q: 3 clusters Score -1014191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1014190.062500 Penalty: 4514.082031
	Iteration 39Q: 3 clusters Score -1014190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1014192.000000 Penalty: 4514.082031
	Iteration 40F: 3 clusters Score -1014192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Entering Unmasked Estep 
Score: -772894.000000 Penalty: 2186.027588
	Iteration 0F: 2 clusters Score -772894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -767298.062500 Penalty: 4372.055176
	Iteration 0F: 3 clusters Score -767298.1 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -768924.312500 Penalty: 4372.055176
	Iteration 1F: 3 clusters Score -768924.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -769346.125000 Penalty: 4372.055176
	Iteration 2F: 3 clusters Score -769346.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -769788.812500 Penalty: 4372.055176
	Iteration 3F: 3 clusters Score -769788.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -770151.437500 Penalty: 4372.055176
	Iteration 4F: 3 clusters Score -770151.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -770436.875000 Penalty: 4372.055176
	Iteration 5F: 3 clusters Score -770436.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -770677.875000 Penalty: 4372.055176
	Iteration 6Q: 3 clusters Score -770677.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -770899.812500 Penalty: 4372.055176
	Iteration 7Q: 3 clusters Score -770899.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -771067.875000 Penalty: 4372.055176
	Iteration 8Q: 3 clusters Score -771067.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -771212.687500 Penalty: 4372.055176
	Iteration 9Q: 3 clusters Score -771212.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -771348.000000 Penalty: 4372.055176
	Iteration 10Q: 3 clusters Score -771348 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -771466.625000 Penalty: 4372.055176
	Iteration 11Q: 3 clusters Score -771466.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -771569.750000 Penalty: 4372.055176
	Iteration 12Q: 3 clusters Score -771569.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -771662.000000 Penalty: 4372.055176
	Iteration 13Q: 3 clusters Score -771662 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -771735.250000 Penalty: 4372.055176
	Iteration 14Q: 3 clusters Score -771735.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -771806.812500 Penalty: 4372.055176
	Iteration 15Q: 3 clusters Score -771806.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -771860.562500 Penalty: 4372.055176
	Iteration 16Q: 3 clusters Score -771860.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -771902.375000 Penalty: 4372.055176
	Iteration 17Q: 3 clusters Score -771902.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -771935.250000 Penalty: 4372.055176
	Iteration 18Q: 3 clusters Score -771935.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -771961.562500 Penalty: 4372.055176
	Iteration 19Q: 3 clusters Score -771961.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -771990.000000 Penalty: 4372.055176
	Iteration 20F: 3 clusters Score -771990 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -772018.562500 Penalty: 4372.055176
	Iteration 21Q: 3 clusters Score -772018.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -772051.875000 Penalty: 4372.055176
	Iteration 22Q: 3 clusters Score -772051.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -772075.750000 Penalty: 4372.055176
	Iteration 23Q: 3 clusters Score -772075.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -772085.062500 Penalty: 4372.055176
	Iteration 24Q: 3 clusters Score -772085.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -772091.312500 Penalty: 4372.055176
	Iteration 25Q: 3 clusters Score -772091.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -772098.500000 Penalty: 4372.055176
	Iteration 26Q: 3 clusters Score -772098.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -772106.125000 Penalty: 4372.055176
	Iteration 27Q: 3 clusters Score -772106.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -772110.750000 Penalty: 4372.055176
	Iteration 28Q: 3 clusters Score -772110.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -772115.562500 Penalty: 4372.055176
	Iteration 29Q: 3 clusters Score -772115.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -772115.937500 Penalty: 4372.055176
	Iteration 30Q: 3 clusters Score -772115.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -772117.937500 Penalty: 4372.055176
	Iteration 31Q: 3 clusters Score -772117.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -772119.375000 Penalty: 4372.055176
	Iteration 32Q: 3 clusters Score -772119.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -772119.750000 Penalty: 4372.055176
	Iteration 33Q: 3 clusters Score -772119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -772122.750000 Penalty: 4372.055176
	Iteration 34Q: 3 clusters Score -772122.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -772123.062500 Penalty: 4372.055176
	Iteration 35Q: 3 clusters Score -772123.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -772124.437500 Penalty: 4372.055176
	Iteration 36Q: 3 clusters Score -772124.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -772123.125000 Penalty: 4372.055176
	Iteration 37Q: 3 clusters Score -772123.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -772125.375000 Penalty: 4372.055176
	Iteration 38Q: 3 clusters Score -772125.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -772125.375000 Penalty: 4372.055176
	Iteration 39Q: 3 clusters Score -772125.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -772126.312500 Penalty: 4372.055176
	Iteration 40F: 3 clusters Score -772126.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -772127.937500 Penalty: 4372.055176
	Iteration 41Q: 3 clusters Score -772127.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -772128.125000 Penalty: 4372.055176
	Iteration 42Q: 3 clusters Score -772128.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -772128.125000 Penalty: 4372.055176
	Iteration 43Q: 3 clusters Score -772128.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -772128.687500 Penalty: 4372.055176
	Iteration 44Q: 3 clusters Score -772128.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -772128.812500 Penalty: 4372.055176
	Iteration 45Q: 3 clusters Score -772128.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -772128.812500 Penalty: 4372.055176
	Iteration 46F: 3 clusters Score -772128.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -550212.750000 Penalty: 2096.125977
	Iteration 0F: 2 clusters Score -550212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -545916.750000 Penalty: 4192.251953
	Iteration 0F: 3 clusters Score -545916.8 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -546984.187500 Penalty: 4192.251953
	Iteration 1F: 3 clusters Score -546984.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -547265.125000 Penalty: 4192.251953
	Iteration 2F: 3 clusters Score -547265.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -547458.187500 Penalty: 4192.251953
	Iteration 3F: 3 clusters Score -547458.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -547604.250000 Penalty: 4192.251953
	Iteration 4Q: 3 clusters Score -547604.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -547722.437500 Penalty: 4192.251953
	Iteration 5Q: 3 clusters Score -547722.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -547804.062500 Penalty: 4192.251953
	Iteration 6Q: 3 clusters Score -547804.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -547887.125000 Penalty: 4192.251953
	Iteration 7Q: 3 clusters Score -547887.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -547950.812500 Penalty: 4192.251953
	Iteration 8Q: 3 clusters Score -547950.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -548002.125000 Penalty: 4192.251953
	Iteration 9Q: 3 clusters Score -548002.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -548041.687500 Penalty: 4192.251953
	Iteration 10Q: 3 clusters Score -548041.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -548083.062500 Penalty: 4192.251953
	Iteration 11Q: 3 clusters Score -548083.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -548124.375000 Penalty: 4192.251953
	Iteration 12Q: 3 clusters Score -548124.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -548160.937500 Penalty: 4192.251953
	Iteration 13Q: 3 clusters Score -548160.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -548202.187500 Penalty: 4192.251953
	Iteration 14Q: 3 clusters Score -548202.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -548257.437500 Penalty: 4192.251953
	Iteration 15Q: 3 clusters Score -548257.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -548322.750000 Penalty: 4192.251953
	Iteration 16Q: 3 clusters Score -548322.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -548380.000000 Penalty: 4192.251953
	Iteration 17Q: 3 clusters Score -548380 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -548448.687500 Penalty: 4192.251953
	Iteration 18Q: 3 clusters Score -548448.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -548513.625000 Penalty: 4192.251953
	Iteration 19Q: 3 clusters Score -548513.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -548567.937500 Penalty: 4192.251953
	Iteration 20F: 3 clusters Score -548567.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -548609.375000 Penalty: 4192.251953
	Iteration 21Q: 3 clusters Score -548609.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -548649.562500 Penalty: 4192.251953
	Iteration 22Q: 3 clusters Score -548649.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -548679.812500 Penalty: 4192.251953
	Iteration 23Q: 3 clusters Score -548679.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -548709.437500 Penalty: 4192.251953
	Iteration 24Q: 3 clusters Score -548709.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -548731.750000 Penalty: 4192.251953
	Iteration 25Q: 3 clusters Score -548731.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -548748.437500 Penalty: 4192.251953
	Iteration 26Q: 3 clusters Score -548748.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -548760.500000 Penalty: 4192.251953
	Iteration 27Q: 3 clusters Score -548760.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -548770.937500 Penalty: 4192.251953
	Iteration 28Q: 3 clusters Score -548770.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -548780.062500 Penalty: 4192.251953
	Iteration 29Q: 3 clusters Score -548780.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -548791.875000 Penalty: 4192.251953
	Iteration 30Q: 3 clusters Score -548791.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -548800.500000 Penalty: 4192.251953
	Iteration 31Q: 3 clusters Score -548800.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -548804.875000 Penalty: 4192.251953
	Iteration 32Q: 3 clusters Score -548804.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -548809.687500 Penalty: 4192.251953
	Iteration 33Q: 3 clusters Score -548809.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -548812.375000 Penalty: 4192.251953
	Iteration 34Q: 3 clusters Score -548812.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -548813.375000 Penalty: 4192.251953
	Iteration 35Q: 3 clusters Score -548813.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -548814.812500 Penalty: 4192.251953
	Iteration 36Q: 3 clusters Score -548814.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -548815.625000 Penalty: 4192.251953
	Iteration 37Q: 3 clusters Score -548815.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -548816.812500 Penalty: 4192.251953
	Iteration 38Q: 3 clusters Score -548816.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -548816.812500 Penalty: 4192.251953
	Iteration 39F: 3 clusters Score -548816.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -31060.832031 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -31060.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29761.476562 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -29761.48 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -29994.947266 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -29994.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30188.507812 Penalty: 2909.768066
	Iteration 2F: 3 clusters Score -30188.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30260.681641 Penalty: 2909.768066
	Iteration 3F: 3 clusters Score -30260.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30322.595703 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -30322.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30360.513672 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -30360.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -30463.486328 Penalty: 2909.768066
	Iteration 6Q: 3 clusters Score -30463.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30565.679688 Penalty: 2909.768066
	Iteration 7Q: 3 clusters Score -30565.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -30700.326172 Penalty: 2909.768066
	Iteration 8Q: 3 clusters Score -30700.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -30724.822266 Penalty: 2909.768066
	Iteration 9Q: 3 clusters Score -30724.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30731.126953 Penalty: 2909.768066
	Iteration 10Q: 3 clusters Score -30731.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30737.492188 Penalty: 2909.768066
	Iteration 11Q: 3 clusters Score -30737.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30739.179688 Penalty: 2909.768066
	Iteration 12Q: 3 clusters Score -30739.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30740.019531 Penalty: 2909.768066
	Iteration 13F: 3 clusters Score -30740.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -30745.677734 Penalty: 2909.768066
	Iteration 14Q: 3 clusters Score -30745.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30756.150391 Penalty: 2909.768066
	Iteration 15Q: 3 clusters Score -30756.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30766.611328 Penalty: 2909.768066
	Iteration 16Q: 3 clusters Score -30766.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30782.208984 Penalty: 2909.768066
	Iteration 17Q: 3 clusters Score -30782.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30784.779297 Penalty: 2909.768066
	Iteration 18Q: 3 clusters Score -30784.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30784.779297 Penalty: 2909.768066
	Iteration 19F: 3 clusters Score -30784.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (53679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Entering Unmasked Estep 
Score: -6580347.500000 Penalty: 2700.912842
	Iteration 0F: 2 clusters Score -6580348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -6544141.500000 Penalty: 5401.825684
	Iteration 0F: 3 clusters Score -6544142 nChanged 24888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -6557940.500000 Penalty: 5401.825684
	Iteration 1F: 3 clusters Score -6557940 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -6558459.000000 Penalty: 5401.825684
	Iteration 2Q: 3 clusters Score -6558459 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -6559021.000000 Penalty: 5401.825684
	Iteration 3Q: 3 clusters Score -6559021 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -6559655.500000 Penalty: 5401.825684
	Iteration 4Q: 3 clusters Score -6559656 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -6560390.500000 Penalty: 5401.825684
	Iteration 5Q: 3 clusters Score -6560390 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -6561284.500000 Penalty: 5401.825684
	Iteration 6Q: 3 clusters Score -6561284 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -6562480.500000 Penalty: 5401.825684
	Iteration 7Q: 3 clusters Score -6562480 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -6564033.000000 Penalty: 5401.825684
	Iteration 8Q: 3 clusters Score -6564033 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -6565841.000000 Penalty: 5401.825684
	Iteration 9F: 3 clusters Score -6565841 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -6567733.000000 Penalty: 5401.825684
	Iteration 10F: 3 clusters Score -6567733 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -6569365.500000 Penalty: 5401.825684
	Iteration 11F: 3 clusters Score -6569366 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -6570269.500000 Penalty: 5401.825684
	Iteration 12Q: 3 clusters Score -6570270 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -6570707.000000 Penalty: 5401.825684
	Iteration 13Q: 3 clusters Score -6570707 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -6570959.500000 Penalty: 5401.825684
	Iteration 14Q: 3 clusters Score -6570960 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -6571152.000000 Penalty: 5401.825684
	Iteration 15Q: 3 clusters Score -6571152 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -6571308.500000 Penalty: 5401.825684
	Iteration 16Q: 3 clusters Score -6571308 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -6571508.000000 Penalty: 5401.825684
	Iteration 17Q: 3 clusters Score -6571508 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -6571696.500000 Penalty: 5401.825684
	Iteration 18Q: 3 clusters Score -6571696 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -6571893.000000 Penalty: 5401.825684
	Iteration 19Q: 3 clusters Score -6571893 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -6572056.000000 Penalty: 5401.825684
	Iteration 20F: 3 clusters Score -6572056 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -6572253.000000 Penalty: 5401.825684
	Iteration 21Q: 3 clusters Score -6572253 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -6572466.000000 Penalty: 5401.825684
	Iteration 22Q: 3 clusters Score -6572466 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -6572653.000000 Penalty: 5401.825684
	Iteration 23Q: 3 clusters Score -6572653 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -6572810.000000 Penalty: 5401.825684
	Iteration 24Q: 3 clusters Score -6572810 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -6573046.500000 Penalty: 5401.825684
	Iteration 25Q: 3 clusters Score -6573046 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -6573245.000000 Penalty: 5401.825684
	Iteration 26Q: 3 clusters Score -6573245 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -6573395.500000 Penalty: 5401.825684
	Iteration 27Q: 3 clusters Score -6573396 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -6573595.500000 Penalty: 5401.825684
	Iteration 28Q: 3 clusters Score -6573596 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -6573754.000000 Penalty: 5401.825684
	Iteration 29Q: 3 clusters Score -6573754 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -6573910.000000 Penalty: 5401.825684
	Iteration 30Q: 3 clusters Score -6573910 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -6574033.000000 Penalty: 5401.825684
	Iteration 31Q: 3 clusters Score -6574033 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -6574206.000000 Penalty: 5401.825684
	Iteration 32Q: 3 clusters Score -6574206 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -6574342.500000 Penalty: 5401.825684
	Iteration 33Q: 3 clusters Score -6574342 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -6574475.500000 Penalty: 5401.825684
	Iteration 34Q: 3 clusters Score -6574476 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -6574597.000000 Penalty: 5401.825684
	Iteration 35Q: 3 clusters Score -6574597 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -6574693.500000 Penalty: 5401.825684
	Iteration 36Q: 3 clusters Score -6574694 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -6574805.500000 Penalty: 5401.825684
	Iteration 37Q: 3 clusters Score -6574806 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -6574911.000000 Penalty: 5401.825684
	Iteration 38Q: 3 clusters Score -6574911 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -6574983.500000 Penalty: 5401.825684
	Iteration 39Q: 3 clusters Score -6574984 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -6575067.500000 Penalty: 5401.825684
	Iteration 40F: 3 clusters Score -6575068 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -6575147.500000 Penalty: 5401.825684
	Iteration 41Q: 3 clusters Score -6575148 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -6575256.000000 Penalty: 5401.825684
	Iteration 42Q: 3 clusters Score -6575256 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -6575294.000000 Penalty: 5401.825684
	Iteration 43Q: 3 clusters Score -6575294 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -6575322.500000 Penalty: 5401.825684
	Iteration 44Q: 3 clusters Score -6575322 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -6575404.500000 Penalty: 5401.825684
	Iteration 45Q: 3 clusters Score -6575404 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -6575496.500000 Penalty: 5401.825684
	Iteration 46Q: 3 clusters Score -6575496 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -6575572.500000 Penalty: 5401.825684
	Iteration 47Q: 3 clusters Score -6575572 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -6575629.000000 Penalty: 5401.825684
	Iteration 48Q: 3 clusters Score -6575629 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -6575731.500000 Penalty: 5401.825684
	Iteration 49Q: 3 clusters Score -6575732 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -6575832.000000 Penalty: 5401.825684
	Iteration 50Q: 3 clusters Score -6575832 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -6575906.500000 Penalty: 5401.825684
	Iteration 51Q: 3 clusters Score -6575906 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -6575970.500000 Penalty: 5401.825684
	Iteration 52Q: 3 clusters Score -6575970 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -6576058.000000 Penalty: 5401.825684
	Iteration 53Q: 3 clusters Score -6576058 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -6576123.500000 Penalty: 5401.825684
	Iteration 54Q: 3 clusters Score -6576124 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -6576199.500000 Penalty: 5401.825684
	Iteration 55Q: 3 clusters Score -6576200 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -6576261.500000 Penalty: 5401.825684
	Iteration 56Q: 3 clusters Score -6576262 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -6576328.500000 Penalty: 5401.825684
	Iteration 57Q: 3 clusters Score -6576328 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -6576383.000000 Penalty: 5401.825684
	Iteration 58Q: 3 clusters Score -6576383 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -6576448.500000 Penalty: 5401.825684
	Iteration 59Q: 3 clusters Score -6576448 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -6576501.500000 Penalty: 5401.825684
	Iteration 60F: 3 clusters Score -6576502 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -6576552.500000 Penalty: 5401.825684
	Iteration 61Q: 3 clusters Score -6576552 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -6576609.000000 Penalty: 5401.825684
	Iteration 62Q: 3 clusters Score -6576609 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -6576683.000000 Penalty: 5401.825684
	Iteration 63Q: 3 clusters Score -6576683 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -6576747.500000 Penalty: 5401.825684
	Iteration 64Q: 3 clusters Score -6576748 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -6576790.500000 Penalty: 5401.825684
	Iteration 65Q: 3 clusters Score -6576790 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -6576831.000000 Penalty: 5401.825684
	Iteration 66Q: 3 clusters Score -6576831 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -6576859.500000 Penalty: 5401.825684
	Iteration 67Q: 3 clusters Score -6576860 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -6576890.000000 Penalty: 5401.825684
	Iteration 68Q: 3 clusters Score -6576890 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -6576948.000000 Penalty: 5401.825684
	Iteration 69Q: 3 clusters Score -6576948 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -6577001.000000 Penalty: 5401.825684
	Iteration 70Q: 3 clusters Score -6577001 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -6577035.000000 Penalty: 5401.825684
	Iteration 71Q: 3 clusters Score -6577035 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -6577085.500000 Penalty: 5401.825684
	Iteration 72Q: 3 clusters Score -6577086 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -6577108.000000 Penalty: 5401.825684
	Iteration 73Q: 3 clusters Score -6577108 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -6577156.000000 Penalty: 5401.825684
	Iteration 74Q: 3 clusters Score -6577156 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -6577173.500000 Penalty: 5401.825684
	Iteration 75Q: 3 clusters Score -6577174 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -6577210.500000 Penalty: 5401.825684
	Iteration 76Q: 3 clusters Score -6577210 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -6577235.000000 Penalty: 5401.825684
	Iteration 77Q: 3 clusters Score -6577235 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -6577268.500000 Penalty: 5401.825684
	Iteration 78Q: 3 clusters Score -6577268 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -6577297.000000 Penalty: 5401.825684
	Iteration 79Q: 3 clusters Score -6577297 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -6577347.500000 Penalty: 5401.825684
	Iteration 80F: 3 clusters Score -6577348 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 48596 members 
Entering Unmasked Estep 
Score: -6577366.500000 Penalty: 5401.825684
	Iteration 81Q: 3 clusters Score -6577366 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -6577412.500000 Penalty: 5401.825684
	Iteration 82Q: 3 clusters Score -6577412 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -6577482.500000 Penalty: 5401.825684
	Iteration 83Q: 3 clusters Score -6577482 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -6577483.500000 Penalty: 5401.825684
	Iteration 84Q: 3 clusters Score -6577484 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -6577533.500000 Penalty: 5401.825684
	Iteration 85Q: 3 clusters Score -6577534 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -6577558.000000 Penalty: 5401.825684
	Iteration 86Q: 3 clusters Score -6577558 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -6577572.500000 Penalty: 5401.825684
	Iteration 87Q: 3 clusters Score -6577572 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -6577597.000000 Penalty: 5401.825684
	Iteration 88Q: 3 clusters Score -6577597 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -6577622.000000 Penalty: 5401.825684
	Iteration 89Q: 3 clusters Score -6577622 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -6577660.500000 Penalty: 5401.825684
	Iteration 90Q: 3 clusters Score -6577660 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -6577706.500000 Penalty: 5401.825684
	Iteration 91Q: 3 clusters Score -6577706 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -6577739.500000 Penalty: 5401.825684
	Iteration 92Q: 3 clusters Score -6577740 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -6577779.500000 Penalty: 5401.825684
	Iteration 93Q: 3 clusters Score -6577780 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -6577810.000000 Penalty: 5401.825684
	Iteration 94Q: 3 clusters Score -6577810 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -6577815.000000 Penalty: 5401.825684
	Iteration 95Q: 3 clusters Score -6577815 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
Score: -6577825.000000 Penalty: 5401.825684
	Iteration 96Q: 3 clusters Score -6577825 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -6577830.000000 Penalty: 5401.825684
	Iteration 97Q: 3 clusters Score -6577830 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -6577845.500000 Penalty: 5401.825684
	Iteration 98Q: 3 clusters Score -6577846 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -6577839.500000 Penalty: 5401.825684
	Iteration 99Q: 3 clusters Score -6577840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -6577830.000000 Penalty: 5401.825684
	Iteration 100F: 3 clusters Score -6577830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 50785 members 
Entering Unmasked Estep 
Score: -6577829.500000 Penalty: 5401.825684
	Iteration 101Q: 3 clusters Score -6577830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -6577842.000000 Penalty: 5401.825684
	Iteration 102Q: 3 clusters Score -6577842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 50864 members 
Entering Unmasked Estep 
Score: -6577853.500000 Penalty: 5401.825684
	Iteration 103Q: 3 clusters Score -6577854 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -6577855.000000 Penalty: 5401.825684
	Iteration 104Q: 3 clusters Score -6577855 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -6577871.000000 Penalty: 5401.825684
	Iteration 105Q: 3 clusters Score -6577871 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -6577892.000000 Penalty: 5401.825684
	Iteration 106Q: 3 clusters Score -6577892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -6577889.000000 Penalty: 5401.825684
	Iteration 107Q: 3 clusters Score -6577889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -6577892.500000 Penalty: 5401.825684
	Iteration 108Q: 3 clusters Score -6577892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -6577911.500000 Penalty: 5401.825684
	Iteration 109Q: 3 clusters Score -6577912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -6577899.000000 Penalty: 5401.825684
	Iteration 110Q: 3 clusters Score -6577899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -6577911.500000 Penalty: 5401.825684
	Iteration 111Q: 3 clusters Score -6577912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 51116 members 
Entering Unmasked Estep 
Score: -6577914.500000 Penalty: 5401.825684
	Iteration 112Q: 3 clusters Score -6577914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -6577923.000000 Penalty: 5401.825684
	Iteration 113Q: 3 clusters Score -6577923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -6577921.000000 Penalty: 5401.825684
	Iteration 114Q: 3 clusters Score -6577921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -6577934.000000 Penalty: 5401.825684
	Iteration 115Q: 3 clusters Score -6577934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 51164 members 
Entering Unmasked Estep 
Score: -6577930.000000 Penalty: 5401.825684
	Iteration 116Q: 3 clusters Score -6577930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 51178 members 
Entering Unmasked Estep 
Score: -6577922.500000 Penalty: 5401.825684
	Iteration 117Q: 3 clusters Score -6577922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 51189 members 
Entering Unmasked Estep 
Score: -6577928.500000 Penalty: 5401.825684
	Iteration 118Q: 3 clusters Score -6577928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -6577936.500000 Penalty: 5401.825684
	Iteration 119Q: 3 clusters Score -6577936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 51215 members 
Entering Unmasked Estep 
Score: -6577928.500000 Penalty: 5401.825684
	Iteration 120F: 3 clusters Score -6577928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -6577930.500000 Penalty: 5401.825684
	Iteration 121Q: 3 clusters Score -6577930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -6577921.500000 Penalty: 5401.825684
	Iteration 122Q: 3 clusters Score -6577922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -6577923.500000 Penalty: 5401.825684
	Iteration 123Q: 3 clusters Score -6577924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
Score: -6577931.000000 Penalty: 5401.825684
	Iteration 124Q: 3 clusters Score -6577931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -6577937.500000 Penalty: 5401.825684
	Iteration 125Q: 3 clusters Score -6577938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -6577934.500000 Penalty: 5401.825684
	Iteration 126Q: 3 clusters Score -6577934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 51275 members 
Entering Unmasked Estep 
Score: -6577942.500000 Penalty: 5401.825684
	Iteration 127Q: 3 clusters Score -6577942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -6577938.000000 Penalty: 5401.825684
	Iteration 128Q: 3 clusters Score -6577938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -6577937.500000 Penalty: 5401.825684
	Iteration 129Q: 3 clusters Score -6577938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 51292 members 
Entering Unmasked Estep 
Score: -6577944.500000 Penalty: 5401.825684
	Iteration 130Q: 3 clusters Score -6577944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 51294 members 
Entering Unmasked Estep 
Score: -6577939.000000 Penalty: 5401.825684
	Iteration 131Q: 3 clusters Score -6577939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -6577937.000000 Penalty: 5401.825684
	Iteration 132Q: 3 clusters Score -6577937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 51300 members 
Entering Unmasked Estep 
Score: -6577942.000000 Penalty: 5401.825684
	Iteration 133Q: 3 clusters Score -6577942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -6577944.000000 Penalty: 5401.825684
	Iteration 134Q: 3 clusters Score -6577944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -6577945.500000 Penalty: 5401.825684
	Iteration 135Q: 3 clusters Score -6577946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -6577952.000000 Penalty: 5401.825684
	Iteration 136Q: 3 clusters Score -6577952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -6577949.000000 Penalty: 5401.825684
	Iteration 137Q: 3 clusters Score -6577949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 51323 members 
Entering Unmasked Estep 
Score: -6577941.000000 Penalty: 5401.825684
	Iteration 138Q: 3 clusters Score -6577941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -6577957.500000 Penalty: 5401.825684
	Iteration 139Q: 3 clusters Score -6577958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 51339 members 
Entering Unmasked Estep 
Score: -6577955.000000 Penalty: 5401.825684
	Iteration 140F: 3 clusters Score -6577955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -6577957.000000 Penalty: 5401.825684
	Iteration 141Q: 3 clusters Score -6577957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -6577963.000000 Penalty: 5401.825684
	Iteration 142Q: 3 clusters Score -6577963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -6577962.000000 Penalty: 5401.825684
	Iteration 143Q: 3 clusters Score -6577962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -6577968.000000 Penalty: 5401.825684
	Iteration 144Q: 3 clusters Score -6577968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -6577967.000000 Penalty: 5401.825684
	Iteration 145Q: 3 clusters Score -6577967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 51384 members 
Entering Unmasked Estep 
Score: -6577971.500000 Penalty: 5401.825684
	Iteration 146Q: 3 clusters Score -6577972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -6577976.500000 Penalty: 5401.825684
	Iteration 147Q: 3 clusters Score -6577976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -6577973.500000 Penalty: 5401.825684
	Iteration 148Q: 3 clusters Score -6577974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -6577979.000000 Penalty: 5401.825684
	Iteration 149Q: 3 clusters Score -6577979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -6577979.000000 Penalty: 5401.825684
	Iteration 150Q: 3 clusters Score -6577979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -6577979.000000 Penalty: 5401.825684
	Iteration 151Q: 3 clusters Score -6577979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -6577975.500000 Penalty: 5401.825684
	Iteration 152Q: 3 clusters Score -6577976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -6577978.000000 Penalty: 5401.825684
	Iteration 153Q: 3 clusters Score -6577978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 51442 members 
Entering Unmasked Estep 
Score: -6577972.500000 Penalty: 5401.825684
	Iteration 154Q: 3 clusters Score -6577972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 51454 members 
Entering Unmasked Estep 
Score: -6577977.000000 Penalty: 5401.825684
	Iteration 155Q: 3 clusters Score -6577977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -6577976.000000 Penalty: 5401.825684
	Iteration 156Q: 3 clusters Score -6577976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -6577985.500000 Penalty: 5401.825684
	Iteration 157Q: 3 clusters Score -6577986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -6577984.000000 Penalty: 5401.825684
	Iteration 158Q: 3 clusters Score -6577984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -6577981.000000 Penalty: 5401.825684
	Iteration 159Q: 3 clusters Score -6577981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -6577990.000000 Penalty: 5401.825684
	Iteration 160F: 3 clusters Score -6577990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -6577983.000000 Penalty: 5401.825684
	Iteration 161Q: 3 clusters Score -6577983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -6577982.000000 Penalty: 5401.825684
	Iteration 162Q: 3 clusters Score -6577982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -6577982.000000 Penalty: 5401.825684
	Iteration 163Q: 3 clusters Score -6577982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 51500 members 
Entering Unmasked Estep 
Score: -6577982.000000 Penalty: 5401.825684
	Iteration 164F: 3 clusters Score -6577982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Entering Unmasked Estep 
Score: -244956.515625 Penalty: 1894.153687
	Iteration 0F: 2 clusters Score -244956.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -242278.750000 Penalty: 3788.307373
	Iteration 0F: 3 clusters Score -242278.8 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -242782.687500 Penalty: 3788.307373
	Iteration 1F: 3 clusters Score -242782.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -242888.281250 Penalty: 3788.307373
	Iteration 2F: 3 clusters Score -242888.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -242952.703125 Penalty: 3788.307373
	Iteration 3Q: 3 clusters Score -242952.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -243010.093750 Penalty: 3788.307373
	Iteration 4Q: 3 clusters Score -243010.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -243053.750000 Penalty: 3788.307373
	Iteration 5Q: 3 clusters Score -243053.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -243088.062500 Penalty: 3788.307373
	Iteration 6Q: 3 clusters Score -243088.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -243106.984375 Penalty: 3788.307373
	Iteration 7Q: 3 clusters Score -243107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -243114.109375 Penalty: 3788.307373
	Iteration 8Q: 3 clusters Score -243114.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -243125.390625 Penalty: 3788.307373
	Iteration 9Q: 3 clusters Score -243125.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -243129.015625 Penalty: 3788.307373
	Iteration 10Q: 3 clusters Score -243129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -243137.312500 Penalty: 3788.307373
	Iteration 11Q: 3 clusters Score -243137.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -243149.593750 Penalty: 3788.307373
	Iteration 12Q: 3 clusters Score -243149.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -243158.390625 Penalty: 3788.307373
	Iteration 13Q: 3 clusters Score -243158.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -243163.921875 Penalty: 3788.307373
	Iteration 14Q: 3 clusters Score -243163.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -243169.828125 Penalty: 3788.307373
	Iteration 15Q: 3 clusters Score -243169.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -243179.468750 Penalty: 3788.307373
	Iteration 16Q: 3 clusters Score -243179.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -243195.171875 Penalty: 3788.307373
	Iteration 17Q: 3 clusters Score -243195.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -243212.296875 Penalty: 3788.307373
	Iteration 18Q: 3 clusters Score -243212.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -243227.437500 Penalty: 3788.307373
	Iteration 19Q: 3 clusters Score -243227.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -243243.812500 Penalty: 3788.307373
	Iteration 20F: 3 clusters Score -243243.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -243256.906250 Penalty: 3788.307373
	Iteration 21Q: 3 clusters Score -243256.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -243266.984375 Penalty: 3788.307373
	Iteration 22Q: 3 clusters Score -243267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -243274.765625 Penalty: 3788.307373
	Iteration 23Q: 3 clusters Score -243274.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -243286.796875 Penalty: 3788.307373
	Iteration 24Q: 3 clusters Score -243286.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -243302.140625 Penalty: 3788.307373
	Iteration 25Q: 3 clusters Score -243302.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -243313.437500 Penalty: 3788.307373
	Iteration 26Q: 3 clusters Score -243313.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -243329.046875 Penalty: 3788.307373
	Iteration 27Q: 3 clusters Score -243329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -243349.562500 Penalty: 3788.307373
	Iteration 28Q: 3 clusters Score -243349.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -243373.812500 Penalty: 3788.307373
	Iteration 29Q: 3 clusters Score -243373.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -243387.359375 Penalty: 3788.307373
	Iteration 30Q: 3 clusters Score -243387.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -243397.734375 Penalty: 3788.307373
	Iteration 31Q: 3 clusters Score -243397.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -243409.765625 Penalty: 3788.307373
	Iteration 32Q: 3 clusters Score -243409.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -243427.359375 Penalty: 3788.307373
	Iteration 33Q: 3 clusters Score -243427.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -243444.531250 Penalty: 3788.307373
	Iteration 34Q: 3 clusters Score -243444.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -243457.234375 Penalty: 3788.307373
	Iteration 35Q: 3 clusters Score -243457.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -243469.656250 Penalty: 3788.307373
	Iteration 36Q: 3 clusters Score -243469.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -243480.921875 Penalty: 3788.307373
	Iteration 37Q: 3 clusters Score -243480.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -243487.828125 Penalty: 3788.307373
	Iteration 38Q: 3 clusters Score -243487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -243493.984375 Penalty: 3788.307373
	Iteration 39Q: 3 clusters Score -243494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -243500.343750 Penalty: 3788.307373
	Iteration 40F: 3 clusters Score -243500.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -243510.250000 Penalty: 3788.307373
	Iteration 41Q: 3 clusters Score -243510.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -243516.781250 Penalty: 3788.307373
	Iteration 42Q: 3 clusters Score -243516.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -243520.000000 Penalty: 3788.307373
	Iteration 43Q: 3 clusters Score -243520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -243521.265625 Penalty: 3788.307373
	Iteration 44Q: 3 clusters Score -243521.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -243521.265625 Penalty: 3788.307373
	Iteration 45F: 3 clusters Score -243521.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Entering Unmasked Estep 
Score: -307991.312500 Penalty: 1953.123779
	Iteration 0F: 2 clusters Score -307991.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -304960.812500 Penalty: 3906.247559
	Iteration 0F: 3 clusters Score -304960.8 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -305512.906250 Penalty: 3906.247559
	Iteration 1F: 3 clusters Score -305512.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -305683.375000 Penalty: 3906.247559
	Iteration 2F: 3 clusters Score -305683.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -305771.593750 Penalty: 3906.247559
	Iteration 3Q: 3 clusters Score -305771.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -305836.906250 Penalty: 3906.247559
	Iteration 4Q: 3 clusters Score -305836.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -305902.218750 Penalty: 3906.247559
	Iteration 5Q: 3 clusters Score -305902.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -305971.687500 Penalty: 3906.247559
	Iteration 6Q: 3 clusters Score -305971.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -306041.000000 Penalty: 3906.247559
	Iteration 7Q: 3 clusters Score -306041 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -306116.125000 Penalty: 3906.247559
	Iteration 8Q: 3 clusters Score -306116.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -306204.093750 Penalty: 3906.247559
	Iteration 9Q: 3 clusters Score -306204.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -306254.187500 Penalty: 3906.247559
	Iteration 10Q: 3 clusters Score -306254.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -306281.250000 Penalty: 3906.247559
	Iteration 11Q: 3 clusters Score -306281.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -306306.656250 Penalty: 3906.247559
	Iteration 12Q: 3 clusters Score -306306.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -306331.406250 Penalty: 3906.247559
	Iteration 13Q: 3 clusters Score -306331.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -306345.187500 Penalty: 3906.247559
	Iteration 14Q: 3 clusters Score -306345.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -306360.812500 Penalty: 3906.247559
	Iteration 15Q: 3 clusters Score -306360.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -306382.312500 Penalty: 3906.247559
	Iteration 16Q: 3 clusters Score -306382.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -306404.906250 Penalty: 3906.247559
	Iteration 17Q: 3 clusters Score -306404.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -306423.437500 Penalty: 3906.247559
	Iteration 18Q: 3 clusters Score -306423.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -306437.343750 Penalty: 3906.247559
	Iteration 19Q: 3 clusters Score -306437.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -306445.687500 Penalty: 3906.247559
	Iteration 20F: 3 clusters Score -306445.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -306447.531250 Penalty: 3906.247559
	Iteration 21Q: 3 clusters Score -306447.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -306451.281250 Penalty: 3906.247559
	Iteration 22Q: 3 clusters Score -306451.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -306455.843750 Penalty: 3906.247559
	Iteration 23Q: 3 clusters Score -306455.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -306460.468750 Penalty: 3906.247559
	Iteration 24Q: 3 clusters Score -306460.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -306466.843750 Penalty: 3906.247559
	Iteration 25Q: 3 clusters Score -306466.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -306471.343750 Penalty: 3906.247559
	Iteration 26Q: 3 clusters Score -306471.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -306475.625000 Penalty: 3906.247559
	Iteration 27Q: 3 clusters Score -306475.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -306478.906250 Penalty: 3906.247559
	Iteration 28Q: 3 clusters Score -306478.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -306482.812500 Penalty: 3906.247559
	Iteration 29Q: 3 clusters Score -306482.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -306489.125000 Penalty: 3906.247559
	Iteration 30Q: 3 clusters Score -306489.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -306492.031250 Penalty: 3906.247559
	Iteration 31Q: 3 clusters Score -306492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -306495.843750 Penalty: 3906.247559
	Iteration 32Q: 3 clusters Score -306495.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -306499.062500 Penalty: 3906.247559
	Iteration 33Q: 3 clusters Score -306499.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -306504.750000 Penalty: 3906.247559
	Iteration 34Q: 3 clusters Score -306504.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -306510.593750 Penalty: 3906.247559
	Iteration 35Q: 3 clusters Score -306510.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -306517.218750 Penalty: 3906.247559
	Iteration 36Q: 3 clusters Score -306517.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -306522.937500 Penalty: 3906.247559
	Iteration 37Q: 3 clusters Score -306522.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -306528.281250 Penalty: 3906.247559
	Iteration 38Q: 3 clusters Score -306528.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -306534.531250 Penalty: 3906.247559
	Iteration 39Q: 3 clusters Score -306534.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -306538.281250 Penalty: 3906.247559
	Iteration 40F: 3 clusters Score -306538.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -306540.968750 Penalty: 3906.247559
	Iteration 41Q: 3 clusters Score -306541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -306542.906250 Penalty: 3906.247559
	Iteration 42Q: 3 clusters Score -306542.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -306544.781250 Penalty: 3906.247559
	Iteration 43Q: 3 clusters Score -306544.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -306548.000000 Penalty: 3906.247559
	Iteration 44Q: 3 clusters Score -306548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -306550.937500 Penalty: 3906.247559
	Iteration 45Q: 3 clusters Score -306550.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -306554.250000 Penalty: 3906.247559
	Iteration 46Q: 3 clusters Score -306554.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -306556.875000 Penalty: 3906.247559
	Iteration 47Q: 3 clusters Score -306556.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -306557.687500 Penalty: 3906.247559
	Iteration 48Q: 3 clusters Score -306557.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -306560.906250 Penalty: 3906.247559
	Iteration 49Q: 3 clusters Score -306560.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -306564.250000 Penalty: 3906.247559
	Iteration 50Q: 3 clusters Score -306564.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -306567.656250 Penalty: 3906.247559
	Iteration 51Q: 3 clusters Score -306567.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -306574.218750 Penalty: 3906.247559
	Iteration 52Q: 3 clusters Score -306574.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -306581.968750 Penalty: 3906.247559
	Iteration 53Q: 3 clusters Score -306582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -306587.093750 Penalty: 3906.247559
	Iteration 54Q: 3 clusters Score -306587.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -306593.125000 Penalty: 3906.247559
	Iteration 55Q: 3 clusters Score -306593.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -306601.687500 Penalty: 3906.247559
	Iteration 56Q: 3 clusters Score -306601.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -306606.500000 Penalty: 3906.247559
	Iteration 57Q: 3 clusters Score -306606.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -306611.562500 Penalty: 3906.247559
	Iteration 58Q: 3 clusters Score -306611.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -306616.187500 Penalty: 3906.247559
	Iteration 59Q: 3 clusters Score -306616.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -306622.937500 Penalty: 3906.247559
	Iteration 60F: 3 clusters Score -306622.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -306625.218750 Penalty: 3906.247559
	Iteration 61Q: 3 clusters Score -306625.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -306628.468750 Penalty: 3906.247559
	Iteration 62Q: 3 clusters Score -306628.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -306633.281250 Penalty: 3906.247559
	Iteration 63Q: 3 clusters Score -306633.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -306636.812500 Penalty: 3906.247559
	Iteration 64Q: 3 clusters Score -306636.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -306641.406250 Penalty: 3906.247559
	Iteration 65Q: 3 clusters Score -306641.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -306645.031250 Penalty: 3906.247559
	Iteration 66Q: 3 clusters Score -306645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -306648.343750 Penalty: 3906.247559
	Iteration 67Q: 3 clusters Score -306648.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -306650.781250 Penalty: 3906.247559
	Iteration 68Q: 3 clusters Score -306650.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -306654.156250 Penalty: 3906.247559
	Iteration 69Q: 3 clusters Score -306654.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -306656.375000 Penalty: 3906.247559
	Iteration 70Q: 3 clusters Score -306656.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -306659.312500 Penalty: 3906.247559
	Iteration 71Q: 3 clusters Score -306659.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -306663.906250 Penalty: 3906.247559
	Iteration 72Q: 3 clusters Score -306663.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -306669.687500 Penalty: 3906.247559
	Iteration 73Q: 3 clusters Score -306669.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -306671.656250 Penalty: 3906.247559
	Iteration 74Q: 3 clusters Score -306671.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -306676.437500 Penalty: 3906.247559
	Iteration 75Q: 3 clusters Score -306676.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -306677.937500 Penalty: 3906.247559
	Iteration 76Q: 3 clusters Score -306677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -306680.062500 Penalty: 3906.247559
	Iteration 77Q: 3 clusters Score -306680.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -306682.750000 Penalty: 3906.247559
	Iteration 78Q: 3 clusters Score -306682.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -306684.718750 Penalty: 3906.247559
	Iteration 79Q: 3 clusters Score -306684.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -306685.937500 Penalty: 3906.247559
	Iteration 80F: 3 clusters Score -306685.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -306688.468750 Penalty: 3906.247559
	Iteration 81Q: 3 clusters Score -306688.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -306689.406250 Penalty: 3906.247559
	Iteration 82Q: 3 clusters Score -306689.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -306690.187500 Penalty: 3906.247559
	Iteration 83Q: 3 clusters Score -306690.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -306691.531250 Penalty: 3906.247559
	Iteration 84Q: 3 clusters Score -306691.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -306692.375000 Penalty: 3906.247559
	Iteration 85Q: 3 clusters Score -306692.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -306692.375000 Penalty: 3906.247559
	Iteration 86F: 3 clusters Score -306692.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Entering Unmasked Estep 
Score: -728218.875000 Penalty: 2162.512207
	Iteration 0F: 2 clusters Score -728218.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -723045.625000 Penalty: 4325.024414
	Iteration 0F: 3 clusters Score -723045.6 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -724394.562500 Penalty: 4325.024414
	Iteration 1F: 3 clusters Score -724394.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -724636.250000 Penalty: 4325.024414
	Iteration 2F: 3 clusters Score -724636.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -724802.562500 Penalty: 4325.024414
	Iteration 3F: 3 clusters Score -724802.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -724931.937500 Penalty: 4325.024414
	Iteration 4Q: 3 clusters Score -724931.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -725011.375000 Penalty: 4325.024414
	Iteration 5Q: 3 clusters Score -725011.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -725081.312500 Penalty: 4325.024414
	Iteration 6Q: 3 clusters Score -725081.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -725146.937500 Penalty: 4325.024414
	Iteration 7Q: 3 clusters Score -725146.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -725222.250000 Penalty: 4325.024414
	Iteration 8Q: 3 clusters Score -725222.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -725314.250000 Penalty: 4325.024414
	Iteration 9Q: 3 clusters Score -725314.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -725410.562500 Penalty: 4325.024414
	Iteration 10Q: 3 clusters Score -725410.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -725529.437500 Penalty: 4325.024414
	Iteration 11Q: 3 clusters Score -725529.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -725681.125000 Penalty: 4325.024414
	Iteration 12Q: 3 clusters Score -725681.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -725841.062500 Penalty: 4325.024414
	Iteration 13Q: 3 clusters Score -725841.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -726046.875000 Penalty: 4325.024414
	Iteration 14Q: 3 clusters Score -726046.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -726246.875000 Penalty: 4325.024414
	Iteration 15Q: 3 clusters Score -726246.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -726383.625000 Penalty: 4325.024414
	Iteration 16Q: 3 clusters Score -726383.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -726486.187500 Penalty: 4325.024414
	Iteration 17Q: 3 clusters Score -726486.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -726561.937500 Penalty: 4325.024414
	Iteration 18Q: 3 clusters Score -726561.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -726626.062500 Penalty: 4325.024414
	Iteration 19Q: 3 clusters Score -726626.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -726694.250000 Penalty: 4325.024414
	Iteration 20F: 3 clusters Score -726694.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -726736.187500 Penalty: 4325.024414
	Iteration 21Q: 3 clusters Score -726736.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -726771.937500 Penalty: 4325.024414
	Iteration 22Q: 3 clusters Score -726771.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -726797.250000 Penalty: 4325.024414
	Iteration 23Q: 3 clusters Score -726797.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -726807.437500 Penalty: 4325.024414
	Iteration 24Q: 3 clusters Score -726807.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -726814.625000 Penalty: 4325.024414
	Iteration 25Q: 3 clusters Score -726814.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -726819.625000 Penalty: 4325.024414
	Iteration 26Q: 3 clusters Score -726819.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -726821.062500 Penalty: 4325.024414
	Iteration 27Q: 3 clusters Score -726821.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -726827.062500 Penalty: 4325.024414
	Iteration 28Q: 3 clusters Score -726827.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -726830.312500 Penalty: 4325.024414
	Iteration 29Q: 3 clusters Score -726830.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -726831.937500 Penalty: 4325.024414
	Iteration 30Q: 3 clusters Score -726831.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -726834.625000 Penalty: 4325.024414
	Iteration 31Q: 3 clusters Score -726834.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -726835.250000 Penalty: 4325.024414
	Iteration 32Q: 3 clusters Score -726835.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -726838.000000 Penalty: 4325.024414
	Iteration 33Q: 3 clusters Score -726838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -726842.312500 Penalty: 4325.024414
	Iteration 34Q: 3 clusters Score -726842.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -726845.062500 Penalty: 4325.024414
	Iteration 35Q: 3 clusters Score -726845.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -726845.250000 Penalty: 4325.024414
	Iteration 36Q: 3 clusters Score -726845.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -726845.250000 Penalty: 4325.024414
	Iteration 37F: 3 clusters Score -726845.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -57567.386719 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -57567.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56003.769531 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -56003.77 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -56341.156250 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -56341.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56704.605469 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -56704.61 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56837.492188 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -56837.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -56906.164062 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -56906.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -56959.250000 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -56959.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -56980.222656 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -56980.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -57003.832031 Penalty: 3131.519775
	Iteration 7Q: 3 clusters Score -57003.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -57017.171875 Penalty: 3131.519775
	Iteration 8Q: 3 clusters Score -57017.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -57030.699219 Penalty: 3131.519775
	Iteration 9Q: 3 clusters Score -57030.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -57069.011719 Penalty: 3131.519775
	Iteration 10Q: 3 clusters Score -57069.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -57094.746094 Penalty: 3131.519775
	Iteration 11Q: 3 clusters Score -57094.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -57098.933594 Penalty: 3131.519775
	Iteration 12Q: 3 clusters Score -57098.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -57098.933594 Penalty: 3131.519775
	Iteration 13F: 3 clusters Score -57098.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (245339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245339 members 
Entering Unmasked Estep 
Score: -30179438.000000 Penalty: 3077.778320
	Iteration 0F: 2 clusters Score -3.017944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122753 members 
Mstep: Class 2 contains 122586 members 
Entering Unmasked Estep 
Score: -30022032.000000 Penalty: 6155.556641
	Iteration 0F: 3 clusters Score -3.002203e+07 nChanged 118465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123618 members 
Mstep: Class 2 contains 121721 members 
Entering Unmasked Estep 
Score: -30091404.000000 Penalty: 6155.556641
	Iteration 1F: 3 clusters Score -3.00914e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123974 members 
Mstep: Class 2 contains 121365 members 
Entering Unmasked Estep 
Score: -30092670.000000 Penalty: 6155.556641
	Iteration 2Q: 3 clusters Score -3.009267e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124623 members 
Mstep: Class 2 contains 120716 members 
Entering Unmasked Estep 
Score: -30094520.000000 Penalty: 6155.556641
	Iteration 3Q: 3 clusters Score -3.009452e+07 nChanged 8029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125688 members 
Mstep: Class 2 contains 119651 members 
Entering Unmasked Estep 
Score: -30096862.000000 Penalty: 6155.556641
	Iteration 4Q: 3 clusters Score -3.009686e+07 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127421 members 
Mstep: Class 2 contains 117918 members 
Entering Unmasked Estep 
Score: -30099734.000000 Penalty: 6155.556641
	Iteration 5Q: 3 clusters Score -3.009973e+07 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130177 members 
Mstep: Class 2 contains 115162 members 
Entering Unmasked Estep 
Score: -30104046.000000 Penalty: 6155.556641
	Iteration 6Q: 3 clusters Score -3.010405e+07 nChanged 12310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134343 members 
Mstep: Class 2 contains 110996 members 
Entering Unmasked Estep 
Score: -30110416.000000 Penalty: 6155.556641
	Iteration 7F: 3 clusters Score -3.011042e+07 nChanged 14344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139777 members 
Mstep: Class 2 contains 105562 members 
Entering Unmasked Estep 
Score: -30119868.000000 Penalty: 6155.556641
	Iteration 8F: 3 clusters Score -3.011987e+07 nChanged 16089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145728 members 
Mstep: Class 2 contains 99611 members 
Entering Unmasked Estep 
Score: -30132836.000000 Penalty: 6155.556641
	Iteration 9F: 3 clusters Score -3.013284e+07 nChanged 16104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150498 members 
Mstep: Class 2 contains 94841 members 
Entering Unmasked Estep 
Score: -30145088.000000 Penalty: 6155.556641
	Iteration 10F: 3 clusters Score -3.014509e+07 nChanged 12820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153396 members 
Mstep: Class 2 contains 91943 members 
Entering Unmasked Estep 
Score: -30152462.000000 Penalty: 6155.556641
	Iteration 11F: 3 clusters Score -3.015246e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155433 members 
Mstep: Class 2 contains 89906 members 
Entering Unmasked Estep 
Score: -30156376.000000 Penalty: 6155.556641
	Iteration 12Q: 3 clusters Score -3.015638e+07 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157054 members 
Mstep: Class 2 contains 88285 members 
Entering Unmasked Estep 
Score: -30158886.000000 Penalty: 6155.556641
	Iteration 13Q: 3 clusters Score -3.015889e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158566 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
Score: -30161424.000000 Penalty: 6155.556641
	Iteration 14Q: 3 clusters Score -3.016142e+07 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159949 members 
Mstep: Class 2 contains 85390 members 
Entering Unmasked Estep 
Score: -30163578.000000 Penalty: 6155.556641
	Iteration 15Q: 3 clusters Score -3.016358e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161213 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -30165640.000000 Penalty: 6155.556641
	Iteration 16Q: 3 clusters Score -3.016564e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162226 members 
Mstep: Class 2 contains 83113 members 
Entering Unmasked Estep 
Score: -30167450.000000 Penalty: 6155.556641
	Iteration 17Q: 3 clusters Score -3.016745e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162981 members 
Mstep: Class 2 contains 82358 members 
Entering Unmasked Estep 
Score: -30168704.000000 Penalty: 6155.556641
	Iteration 18Q: 3 clusters Score -3.01687e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163581 members 
Mstep: Class 2 contains 81758 members 
Entering Unmasked Estep 
Score: -30169680.000000 Penalty: 6155.556641
	Iteration 19Q: 3 clusters Score -3.016968e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164120 members 
Mstep: Class 2 contains 81219 members 
Entering Unmasked Estep 
Score: -30170246.000000 Penalty: 6155.556641
	Iteration 20F: 3 clusters Score -3.017025e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164515 members 
Mstep: Class 2 contains 80824 members 
Entering Unmasked Estep 
Score: -30170506.000000 Penalty: 6155.556641
	Iteration 21Q: 3 clusters Score -3.017051e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164878 members 
Mstep: Class 2 contains 80461 members 
Entering Unmasked Estep 
Score: -30170734.000000 Penalty: 6155.556641
	Iteration 22Q: 3 clusters Score -3.017073e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165228 members 
Mstep: Class 2 contains 80111 members 
Entering Unmasked Estep 
Score: -30170874.000000 Penalty: 6155.556641
	Iteration 23Q: 3 clusters Score -3.017087e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165543 members 
Mstep: Class 2 contains 79796 members 
Entering Unmasked Estep 
Score: -30170944.000000 Penalty: 6155.556641
	Iteration 24Q: 3 clusters Score -3.017094e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165900 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -30171034.000000 Penalty: 6155.556641
	Iteration 25Q: 3 clusters Score -3.017103e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166253 members 
Mstep: Class 2 contains 79086 members 
Entering Unmasked Estep 
Score: -30171030.000000 Penalty: 6155.556641
	Iteration 26Q: 3 clusters Score -3.017103e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166601 members 
Mstep: Class 2 contains 78738 members 
Entering Unmasked Estep 
Score: -30171016.000000 Penalty: 6155.556641
	Iteration 27Q: 3 clusters Score -3.017102e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166918 members 
Mstep: Class 2 contains 78421 members 
Entering Unmasked Estep 
Score: -30171138.000000 Penalty: 6155.556641
	Iteration 28Q: 3 clusters Score -3.017114e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167216 members 
Mstep: Class 2 contains 78123 members 
Entering Unmasked Estep 
Score: -30171170.000000 Penalty: 6155.556641
	Iteration 29Q: 3 clusters Score -3.017117e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167509 members 
Mstep: Class 2 contains 77830 members 
Entering Unmasked Estep 
Score: -30171272.000000 Penalty: 6155.556641
	Iteration 30Q: 3 clusters Score -3.017127e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167777 members 
Mstep: Class 2 contains 77562 members 
Entering Unmasked Estep 
Score: -30171284.000000 Penalty: 6155.556641
	Iteration 31Q: 3 clusters Score -3.017128e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168013 members 
Mstep: Class 2 contains 77326 members 
Entering Unmasked Estep 
Score: -30171268.000000 Penalty: 6155.556641
	Iteration 32Q: 3 clusters Score -3.017127e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168277 members 
Mstep: Class 2 contains 77062 members 
Entering Unmasked Estep 
Score: -30171324.000000 Penalty: 6155.556641
	Iteration 33Q: 3 clusters Score -3.017132e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168505 members 
Mstep: Class 2 contains 76834 members 
Entering Unmasked Estep 
Score: -30171256.000000 Penalty: 6155.556641
	Iteration 34Q: 3 clusters Score -3.017126e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168721 members 
Mstep: Class 2 contains 76618 members 
Entering Unmasked Estep 
Score: -30171298.000000 Penalty: 6155.556641
	Iteration 35Q: 3 clusters Score -3.01713e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168966 members 
Mstep: Class 2 contains 76373 members 
Entering Unmasked Estep 
Score: -30171334.000000 Penalty: 6155.556641
	Iteration 36Q: 3 clusters Score -3.017133e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169226 members 
Mstep: Class 2 contains 76113 members 
Entering Unmasked Estep 
Score: -30171362.000000 Penalty: 6155.556641
	Iteration 37Q: 3 clusters Score -3.017136e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169475 members 
Mstep: Class 2 contains 75864 members 
Entering Unmasked Estep 
Score: -30171356.000000 Penalty: 6155.556641
	Iteration 38Q: 3 clusters Score -3.017136e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169747 members 
Mstep: Class 2 contains 75592 members 
Entering Unmasked Estep 
Score: -30171314.000000 Penalty: 6155.556641
	Iteration 39Q: 3 clusters Score -3.017131e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170037 members 
Mstep: Class 2 contains 75302 members 
Entering Unmasked Estep 
Score: -30171346.000000 Penalty: 6155.556641
	Iteration 40F: 3 clusters Score -3.017135e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170321 members 
Mstep: Class 2 contains 75018 members 
Entering Unmasked Estep 
Score: -30171356.000000 Penalty: 6155.556641
	Iteration 41Q: 3 clusters Score -3.017136e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170624 members 
Mstep: Class 2 contains 74715 members 
Entering Unmasked Estep 
Score: -30171384.000000 Penalty: 6155.556641
	Iteration 42Q: 3 clusters Score -3.017138e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170907 members 
Mstep: Class 2 contains 74432 members 
Entering Unmasked Estep 
Score: -30171426.000000 Penalty: 6155.556641
	Iteration 43Q: 3 clusters Score -3.017143e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171206 members 
Mstep: Class 2 contains 74133 members 
Entering Unmasked Estep 
Score: -30171462.000000 Penalty: 6155.556641
	Iteration 44Q: 3 clusters Score -3.017146e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171510 members 
Mstep: Class 2 contains 73829 members 
Entering Unmasked Estep 
Score: -30171552.000000 Penalty: 6155.556641
	Iteration 45Q: 3 clusters Score -3.017155e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171841 members 
Mstep: Class 2 contains 73498 members 
Entering Unmasked Estep 
Score: -30171592.000000 Penalty: 6155.556641
	Iteration 46Q: 3 clusters Score -3.017159e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172182 members 
Mstep: Class 2 contains 73157 members 
Entering Unmasked Estep 
Score: -30171588.000000 Penalty: 6155.556641
	Iteration 47Q: 3 clusters Score -3.017159e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172522 members 
Mstep: Class 2 contains 72817 members 
Entering Unmasked Estep 
Score: -30171602.000000 Penalty: 6155.556641
	Iteration 48Q: 3 clusters Score -3.01716e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172902 members 
Mstep: Class 2 contains 72437 members 
Entering Unmasked Estep 
Score: -30171632.000000 Penalty: 6155.556641
	Iteration 49Q: 3 clusters Score -3.017163e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173278 members 
Mstep: Class 2 contains 72061 members 
Entering Unmasked Estep 
Score: -30171660.000000 Penalty: 6155.556641
	Iteration 50Q: 3 clusters Score -3.017166e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173633 members 
Mstep: Class 2 contains 71706 members 
Entering Unmasked Estep 
Score: -30171766.000000 Penalty: 6155.556641
	Iteration 51Q: 3 clusters Score -3.017177e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173982 members 
Mstep: Class 2 contains 71357 members 
Entering Unmasked Estep 
Score: -30171792.000000 Penalty: 6155.556641
	Iteration 52Q: 3 clusters Score -3.017179e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174327 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -30171872.000000 Penalty: 6155.556641
	Iteration 53Q: 3 clusters Score -3.017187e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174689 members 
Mstep: Class 2 contains 70650 members 
Entering Unmasked Estep 
Score: -30171872.000000 Penalty: 6155.556641
	Iteration 54Q: 3 clusters Score -3.017187e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175079 members 
Mstep: Class 2 contains 70260 members 
Entering Unmasked Estep 
Score: -30171854.000000 Penalty: 6155.556641
	Iteration 55Q: 3 clusters Score -3.017185e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175437 members 
Mstep: Class 2 contains 69902 members 
Entering Unmasked Estep 
Score: -30171854.000000 Penalty: 6155.556641
	Iteration 56Q: 3 clusters Score -3.017185e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175791 members 
Mstep: Class 2 contains 69548 members 
Entering Unmasked Estep 
Score: -30171862.000000 Penalty: 6155.556641
	Iteration 57Q: 3 clusters Score -3.017186e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176175 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -30171894.000000 Penalty: 6155.556641
	Iteration 58Q: 3 clusters Score -3.017189e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176583 members 
Mstep: Class 2 contains 68756 members 
Entering Unmasked Estep 
Score: -30171902.000000 Penalty: 6155.556641
	Iteration 59Q: 3 clusters Score -3.01719e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176981 members 
Mstep: Class 2 contains 68358 members 
Entering Unmasked Estep 
Score: -30171992.000000 Penalty: 6155.556641
	Iteration 60F: 3 clusters Score -3.017199e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177351 members 
Mstep: Class 2 contains 67988 members 
Entering Unmasked Estep 
Score: -30172020.000000 Penalty: 6155.556641
	Iteration 61Q: 3 clusters Score -3.017202e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177751 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -30171958.000000 Penalty: 6155.556641
	Iteration 62Q: 3 clusters Score -3.017196e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178151 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -30171968.000000 Penalty: 6155.556641
	Iteration 63Q: 3 clusters Score -3.017197e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178565 members 
Mstep: Class 2 contains 66774 members 
Entering Unmasked Estep 
Score: -30171982.000000 Penalty: 6155.556641
	Iteration 64Q: 3 clusters Score -3.017198e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178963 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -30172010.000000 Penalty: 6155.556641
	Iteration 65Q: 3 clusters Score -3.017201e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179339 members 
Mstep: Class 2 contains 66000 members 
Entering Unmasked Estep 
Score: -30172076.000000 Penalty: 6155.556641
	Iteration 66Q: 3 clusters Score -3.017208e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179698 members 
Mstep: Class 2 contains 65641 members 
Entering Unmasked Estep 
Score: -30172046.000000 Penalty: 6155.556641
	Iteration 67Q: 3 clusters Score -3.017205e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180049 members 
Mstep: Class 2 contains 65290 members 
Entering Unmasked Estep 
Score: -30172046.000000 Penalty: 6155.556641
	Iteration 68Q: 3 clusters Score -3.017205e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180399 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -30172100.000000 Penalty: 6155.556641
	Iteration 69Q: 3 clusters Score -3.01721e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180748 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -30172040.000000 Penalty: 6155.556641
	Iteration 70Q: 3 clusters Score -3.017204e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181121 members 
Mstep: Class 2 contains 64218 members 
Entering Unmasked Estep 
Score: -30172058.000000 Penalty: 6155.556641
	Iteration 71Q: 3 clusters Score -3.017206e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181503 members 
Mstep: Class 2 contains 63836 members 
Entering Unmasked Estep 
Score: -30172068.000000 Penalty: 6155.556641
	Iteration 72Q: 3 clusters Score -3.017207e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181890 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -30172024.000000 Penalty: 6155.556641
	Iteration 73Q: 3 clusters Score -3.017202e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182256 members 
Mstep: Class 2 contains 63083 members 
Entering Unmasked Estep 
Score: -30172090.000000 Penalty: 6155.556641
	Iteration 74Q: 3 clusters Score -3.017209e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182625 members 
Mstep: Class 2 contains 62714 members 
Entering Unmasked Estep 
Score: -30172096.000000 Penalty: 6155.556641
	Iteration 75Q: 3 clusters Score -3.01721e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182987 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -30172070.000000 Penalty: 6155.556641
	Iteration 76Q: 3 clusters Score -3.017207e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183329 members 
Mstep: Class 2 contains 62010 members 
Entering Unmasked Estep 
Score: -30172046.000000 Penalty: 6155.556641
	Iteration 77Q: 3 clusters Score -3.017205e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183682 members 
Mstep: Class 2 contains 61657 members 
Entering Unmasked Estep 
Score: -30172076.000000 Penalty: 6155.556641
	Iteration 78Q: 3 clusters Score -3.017208e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184052 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -30172078.000000 Penalty: 6155.556641
	Iteration 79Q: 3 clusters Score -3.017208e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184388 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -30172156.000000 Penalty: 6155.556641
	Iteration 80F: 3 clusters Score -3.017216e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184747 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -30172156.000000 Penalty: 6155.556641
	Iteration 81Q: 3 clusters Score -3.017216e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185101 members 
Mstep: Class 2 contains 60238 members 
Entering Unmasked Estep 
Score: -30172250.000000 Penalty: 6155.556641
	Iteration 82Q: 3 clusters Score -3.017225e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185471 members 
Mstep: Class 2 contains 59868 members 
Entering Unmasked Estep 
Score: -30172264.000000 Penalty: 6155.556641
	Iteration 83Q: 3 clusters Score -3.017226e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185852 members 
Mstep: Class 2 contains 59487 members 
Entering Unmasked Estep 
Score: -30172346.000000 Penalty: 6155.556641
	Iteration 84Q: 3 clusters Score -3.017235e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186228 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -30172330.000000 Penalty: 6155.556641
	Iteration 85Q: 3 clusters Score -3.017233e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186635 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -30172348.000000 Penalty: 6155.556641
	Iteration 86Q: 3 clusters Score -3.017235e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187020 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -30172344.000000 Penalty: 6155.556641
	Iteration 87Q: 3 clusters Score -3.017234e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187409 members 
Mstep: Class 2 contains 57930 members 
Entering Unmasked Estep 
Score: -30172326.000000 Penalty: 6155.556641
	Iteration 88Q: 3 clusters Score -3.017233e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187825 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -30172286.000000 Penalty: 6155.556641
	Iteration 89Q: 3 clusters Score -3.017229e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188237 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -30172276.000000 Penalty: 6155.556641
	Iteration 90Q: 3 clusters Score -3.017228e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188641 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -30172166.000000 Penalty: 6155.556641
	Iteration 91Q: 3 clusters Score -3.017217e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189001 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -30172170.000000 Penalty: 6155.556641
	Iteration 92Q: 3 clusters Score -3.017217e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189348 members 
Mstep: Class 2 contains 55991 members 
Entering Unmasked Estep 
Score: -30172236.000000 Penalty: 6155.556641
	Iteration 93Q: 3 clusters Score -3.017224e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189699 members 
Mstep: Class 2 contains 55640 members 
Entering Unmasked Estep 
Score: -30172280.000000 Penalty: 6155.556641
	Iteration 94Q: 3 clusters Score -3.017228e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190053 members 
Mstep: Class 2 contains 55286 members 
Entering Unmasked Estep 
Score: -30172202.000000 Penalty: 6155.556641
	Iteration 95Q: 3 clusters Score -3.01722e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190416 members 
Mstep: Class 2 contains 54923 members 
Entering Unmasked Estep 
Score: -30172266.000000 Penalty: 6155.556641
	Iteration 96Q: 3 clusters Score -3.017227e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190794 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -30172244.000000 Penalty: 6155.556641
	Iteration 97Q: 3 clusters Score -3.017224e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191156 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -30172264.000000 Penalty: 6155.556641
	Iteration 98Q: 3 clusters Score -3.017226e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191495 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -30172224.000000 Penalty: 6155.556641
	Iteration 99Q: 3 clusters Score -3.017222e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191804 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -30172220.000000 Penalty: 6155.556641
	Iteration 100F: 3 clusters Score -3.017222e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192094 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -30172314.000000 Penalty: 6155.556641
	Iteration 101Q: 3 clusters Score -3.017231e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192392 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -30172342.000000 Penalty: 6155.556641
	Iteration 102Q: 3 clusters Score -3.017234e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192697 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -30172294.000000 Penalty: 6155.556641
	Iteration 103Q: 3 clusters Score -3.017229e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193021 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -30172328.000000 Penalty: 6155.556641
	Iteration 104Q: 3 clusters Score -3.017233e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193361 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -30172426.000000 Penalty: 6155.556641
	Iteration 105Q: 3 clusters Score -3.017243e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193718 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -30172430.000000 Penalty: 6155.556641
	Iteration 106Q: 3 clusters Score -3.017243e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194074 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -30172492.000000 Penalty: 6155.556641
	Iteration 107Q: 3 clusters Score -3.017249e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194482 members 
Mstep: Class 2 contains 50857 members 
Entering Unmasked Estep 
Score: -30172512.000000 Penalty: 6155.556641
	Iteration 108Q: 3 clusters Score -3.017251e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194880 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -30172494.000000 Penalty: 6155.556641
	Iteration 109Q: 3 clusters Score -3.017249e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195255 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -30172498.000000 Penalty: 6155.556641
	Iteration 110Q: 3 clusters Score -3.01725e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195623 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -30172528.000000 Penalty: 6155.556641
	Iteration 111Q: 3 clusters Score -3.017253e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196019 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -30172440.000000 Penalty: 6155.556641
	Iteration 112Q: 3 clusters Score -3.017244e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196438 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -30172422.000000 Penalty: 6155.556641
	Iteration 113Q: 3 clusters Score -3.017242e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196861 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -30172478.000000 Penalty: 6155.556641
	Iteration 114Q: 3 clusters Score -3.017248e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197294 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -30172524.000000 Penalty: 6155.556641
	Iteration 115Q: 3 clusters Score -3.017252e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197734 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -30172518.000000 Penalty: 6155.556641
	Iteration 116Q: 3 clusters Score -3.017252e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198179 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -30172534.000000 Penalty: 6155.556641
	Iteration 117Q: 3 clusters Score -3.017253e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198611 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -30172480.000000 Penalty: 6155.556641
	Iteration 118Q: 3 clusters Score -3.017248e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199014 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -30172564.000000 Penalty: 6155.556641
	Iteration 119Q: 3 clusters Score -3.017256e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199439 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -30172584.000000 Penalty: 6155.556641
	Iteration 120F: 3 clusters Score -3.017258e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199899 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -30172618.000000 Penalty: 6155.556641
	Iteration 121Q: 3 clusters Score -3.017262e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200360 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -30172696.000000 Penalty: 6155.556641
	Iteration 122Q: 3 clusters Score -3.01727e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200804 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -30172786.000000 Penalty: 6155.556641
	Iteration 123Q: 3 clusters Score -3.017279e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201281 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -30172748.000000 Penalty: 6155.556641
	Iteration 124Q: 3 clusters Score -3.017275e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201736 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -30172814.000000 Penalty: 6155.556641
	Iteration 125Q: 3 clusters Score -3.017281e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202208 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -30172846.000000 Penalty: 6155.556641
	Iteration 126Q: 3 clusters Score -3.017285e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202656 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -30172814.000000 Penalty: 6155.556641
	Iteration 127Q: 3 clusters Score -3.017281e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203117 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -30172884.000000 Penalty: 6155.556641
	Iteration 128Q: 3 clusters Score -3.017288e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203559 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -30172970.000000 Penalty: 6155.556641
	Iteration 129Q: 3 clusters Score -3.017297e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204026 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -30172950.000000 Penalty: 6155.556641
	Iteration 130Q: 3 clusters Score -3.017295e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204501 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -30172900.000000 Penalty: 6155.556641
	Iteration 131Q: 3 clusters Score -3.01729e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205001 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -30172902.000000 Penalty: 6155.556641
	Iteration 132Q: 3 clusters Score -3.01729e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205501 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -30172874.000000 Penalty: 6155.556641
	Iteration 133Q: 3 clusters Score -3.017287e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206054 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -30172890.000000 Penalty: 6155.556641
	Iteration 134Q: 3 clusters Score -3.017289e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206605 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -30172850.000000 Penalty: 6155.556641
	Iteration 135Q: 3 clusters Score -3.017285e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207173 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -30172936.000000 Penalty: 6155.556641
	Iteration 136Q: 3 clusters Score -3.017294e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207749 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -30173018.000000 Penalty: 6155.556641
	Iteration 137Q: 3 clusters Score -3.017302e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208366 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -30173020.000000 Penalty: 6155.556641
	Iteration 138Q: 3 clusters Score -3.017302e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208995 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -30173006.000000 Penalty: 6155.556641
	Iteration 139Q: 3 clusters Score -3.017301e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209614 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -30172976.000000 Penalty: 6155.556641
	Iteration 140F: 3 clusters Score -3.017298e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210176 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -30173018.000000 Penalty: 6155.556641
	Iteration 141Q: 3 clusters Score -3.017302e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210744 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -30173160.000000 Penalty: 6155.556641
	Iteration 142Q: 3 clusters Score -3.017316e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211349 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -30173082.000000 Penalty: 6155.556641
	Iteration 143Q: 3 clusters Score -3.017308e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211978 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -30173140.000000 Penalty: 6155.556641
	Iteration 144Q: 3 clusters Score -3.017314e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212625 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -30173096.000000 Penalty: 6155.556641
	Iteration 145Q: 3 clusters Score -3.01731e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213273 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -30173206.000000 Penalty: 6155.556641
	Iteration 146Q: 3 clusters Score -3.017321e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213895 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -30173370.000000 Penalty: 6155.556641
	Iteration 147Q: 3 clusters Score -3.017337e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214541 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -30173404.000000 Penalty: 6155.556641
	Iteration 148Q: 3 clusters Score -3.01734e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215185 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -30173486.000000 Penalty: 6155.556641
	Iteration 149Q: 3 clusters Score -3.017349e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215806 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -30173430.000000 Penalty: 6155.556641
	Iteration 150Q: 3 clusters Score -3.017343e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216503 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -30173416.000000 Penalty: 6155.556641
	Iteration 151Q: 3 clusters Score -3.017342e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217198 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -30173542.000000 Penalty: 6155.556641
	Iteration 152Q: 3 clusters Score -3.017354e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217924 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -30173576.000000 Penalty: 6155.556641
	Iteration 153Q: 3 clusters Score -3.017358e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218667 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -30173708.000000 Penalty: 6155.556641
	Iteration 154Q: 3 clusters Score -3.017371e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219401 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -30173868.000000 Penalty: 6155.556641
	Iteration 155Q: 3 clusters Score -3.017387e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220128 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -30173978.000000 Penalty: 6155.556641
	Iteration 156Q: 3 clusters Score -3.017398e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220896 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -30174088.000000 Penalty: 6155.556641
	Iteration 157Q: 3 clusters Score -3.017409e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221730 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -30174222.000000 Penalty: 6155.556641
	Iteration 158Q: 3 clusters Score -3.017422e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222623 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -30174220.000000 Penalty: 6155.556641
	Iteration 159Q: 3 clusters Score -3.017422e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223512 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -30174360.000000 Penalty: 6155.556641
	Iteration 160F: 3 clusters Score -3.017436e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224457 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -30174572.000000 Penalty: 6155.556641
	Iteration 161Q: 3 clusters Score -3.017457e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225422 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -30174622.000000 Penalty: 6155.556641
	Iteration 162Q: 3 clusters Score -3.017462e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226375 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -30174654.000000 Penalty: 6155.556641
	Iteration 163Q: 3 clusters Score -3.017465e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227342 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -30174826.000000 Penalty: 6155.556641
	Iteration 164Q: 3 clusters Score -3.017483e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228298 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -30174836.000000 Penalty: 6155.556641
	Iteration 165Q: 3 clusters Score -3.017484e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229270 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -30174894.000000 Penalty: 6155.556641
	Iteration 166Q: 3 clusters Score -3.017489e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230283 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -30175162.000000 Penalty: 6155.556641
	Iteration 167Q: 3 clusters Score -3.017516e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231274 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -30175222.000000 Penalty: 6155.556641
	Iteration 168Q: 3 clusters Score -3.017522e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232242 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -30175274.000000 Penalty: 6155.556641
	Iteration 169Q: 3 clusters Score -3.017527e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233191 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -30175288.000000 Penalty: 6155.556641
	Iteration 170Q: 3 clusters Score -3.017529e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234133 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -30175380.000000 Penalty: 6155.556641
	Iteration 171Q: 3 clusters Score -3.017538e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235050 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -30175520.000000 Penalty: 6155.556641
	Iteration 172Q: 3 clusters Score -3.017552e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235969 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -30175658.000000 Penalty: 6155.556641
	Iteration 173Q: 3 clusters Score -3.017566e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236866 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -30175752.000000 Penalty: 6155.556641
	Iteration 174Q: 3 clusters Score -3.017575e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237690 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -30175880.000000 Penalty: 6155.556641
	Iteration 175Q: 3 clusters Score -3.017588e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238451 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -30175962.000000 Penalty: 6155.556641
	Iteration 176Q: 3 clusters Score -3.017596e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239142 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -30176076.000000 Penalty: 6155.556641
	Iteration 177Q: 3 clusters Score -3.017608e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239732 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -30176128.000000 Penalty: 6155.556641
	Iteration 178Q: 3 clusters Score -3.017613e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240255 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -30176128.000000 Penalty: 6155.556641
	Iteration 179Q: 3 clusters Score -3.017613e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240766 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -30176272.000000 Penalty: 6155.556641
	Iteration 180F: 3 clusters Score -3.017627e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241226 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -30176300.000000 Penalty: 6155.556641
	Iteration 181Q: 3 clusters Score -3.01763e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241631 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -30176402.000000 Penalty: 6155.556641
	Iteration 182Q: 3 clusters Score -3.01764e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241982 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -30176490.000000 Penalty: 6155.556641
	Iteration 183Q: 3 clusters Score -3.017649e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242286 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -30176534.000000 Penalty: 6155.556641
	Iteration 184Q: 3 clusters Score -3.017653e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242538 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -30176658.000000 Penalty: 6155.556641
	Iteration 185Q: 3 clusters Score -3.017666e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242765 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -30176746.000000 Penalty: 6155.556641
	Iteration 186Q: 3 clusters Score -3.017675e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242946 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -30176798.000000 Penalty: 6155.556641
	Iteration 187Q: 3 clusters Score -3.01768e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243108 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -30176888.000000 Penalty: 6155.556641
	Iteration 188Q: 3 clusters Score -3.017689e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243235 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -30176848.000000 Penalty: 6155.556641
	Iteration 189Q: 3 clusters Score -3.017685e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243355 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -30176868.000000 Penalty: 6155.556641
	Iteration 190Q: 3 clusters Score -3.017687e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243463 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -30176862.000000 Penalty: 6155.556641
	Iteration 191Q: 3 clusters Score -3.017686e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243536 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -30176900.000000 Penalty: 6155.556641
	Iteration 192Q: 3 clusters Score -3.01769e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243598 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -30176894.000000 Penalty: 6155.556641
	Iteration 193Q: 3 clusters Score -3.017689e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243656 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -30176922.000000 Penalty: 6155.556641
	Iteration 194Q: 3 clusters Score -3.017692e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243710 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -30176960.000000 Penalty: 6155.556641
	Iteration 195Q: 3 clusters Score -3.017696e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243755 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -30176978.000000 Penalty: 6155.556641
	Iteration 196Q: 3 clusters Score -3.017698e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243793 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -30176992.000000 Penalty: 6155.556641
	Iteration 197Q: 3 clusters Score -3.017699e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243820 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -30177014.000000 Penalty: 6155.556641
	Iteration 198Q: 3 clusters Score -3.017701e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243853 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -30177030.000000 Penalty: 6155.556641
	Iteration 199Q: 3 clusters Score -3.017703e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243882 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -30177054.000000 Penalty: 6155.556641
	Iteration 200F: 3 clusters Score -3.017705e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243909 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -30177068.000000 Penalty: 6155.556641
	Iteration 201Q: 3 clusters Score -3.017707e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243931 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -30177066.000000 Penalty: 6155.556641
	Iteration 202Q: 3 clusters Score -3.017707e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243950 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -30177056.000000 Penalty: 6155.556641
	Iteration 203Q: 3 clusters Score -3.017706e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243967 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -30177080.000000 Penalty: 6155.556641
	Iteration 204Q: 3 clusters Score -3.017708e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243978 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -30177064.000000 Penalty: 6155.556641
	Iteration 205Q: 3 clusters Score -3.017706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243989 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -30177072.000000 Penalty: 6155.556641
	Iteration 206Q: 3 clusters Score -3.017707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244002 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -30177062.000000 Penalty: 6155.556641
	Iteration 207Q: 3 clusters Score -3.017706e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244014 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -30177100.000000 Penalty: 6155.556641
	Iteration 208Q: 3 clusters Score -3.01771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244024 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -30177114.000000 Penalty: 6155.556641
	Iteration 209Q: 3 clusters Score -3.017711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244036 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -30177112.000000 Penalty: 6155.556641
	Iteration 210Q: 3 clusters Score -3.017711e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244047 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -30177098.000000 Penalty: 6155.556641
	Iteration 211Q: 3 clusters Score -3.01771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244052 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -30177102.000000 Penalty: 6155.556641
	Iteration 212Q: 3 clusters Score -3.01771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244060 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -30177118.000000 Penalty: 6155.556641
	Iteration 213Q: 3 clusters Score -3.017712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244068 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -30177108.000000 Penalty: 6155.556641
	Iteration 214Q: 3 clusters Score -3.017711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244071 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -30177122.000000 Penalty: 6155.556641
	Iteration 215Q: 3 clusters Score -3.017712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244074 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -30177130.000000 Penalty: 6155.556641
	Iteration 216Q: 3 clusters Score -3.017713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244081 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -30177146.000000 Penalty: 6155.556641
	Iteration 217Q: 3 clusters Score -3.017715e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244085 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -30177146.000000 Penalty: 6155.556641
	Iteration 218Q: 3 clusters Score -3.017715e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244093 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -30177152.000000 Penalty: 6155.556641
	Iteration 219Q: 3 clusters Score -3.017715e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244109 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -30177134.000000 Penalty: 6155.556641
	Iteration 220F: 3 clusters Score -3.017713e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244122 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -30177136.000000 Penalty: 6155.556641
	Iteration 221Q: 3 clusters Score -3.017714e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244136 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -30177136.000000 Penalty: 6155.556641
	Iteration 222Q: 3 clusters Score -3.017714e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244142 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -30177130.000000 Penalty: 6155.556641
	Iteration 223Q: 3 clusters Score -3.017713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244141 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -30177124.000000 Penalty: 6155.556641
	Iteration 224Q: 3 clusters Score -3.017712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244145 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -30177130.000000 Penalty: 6155.556641
	Iteration 225Q: 3 clusters Score -3.017713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244151 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -30177122.000000 Penalty: 6155.556641
	Iteration 226Q: 3 clusters Score -3.017712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244159 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -30177136.000000 Penalty: 6155.556641
	Iteration 227Q: 3 clusters Score -3.017714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244164 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -30177134.000000 Penalty: 6155.556641
	Iteration 228Q: 3 clusters Score -3.017713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244169 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -30177134.000000 Penalty: 6155.556641
	Iteration 229Q: 3 clusters Score -3.017713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244170 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -30177124.000000 Penalty: 6155.556641
	Iteration 230Q: 3 clusters Score -3.017712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244169 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -30177132.000000 Penalty: 6155.556641
	Iteration 231Q: 3 clusters Score -3.017713e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244168 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -30177142.000000 Penalty: 6155.556641
	Iteration 232Q: 3 clusters Score -3.017714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244168 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -30177142.000000 Penalty: 6155.556641
	Iteration 233F: 3 clusters Score -3.017714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Entering Unmasked Estep 
Score: -1401610.125000 Penalty: 2315.547363
	Iteration 0F: 2 clusters Score -1401610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1393044.250000 Penalty: 4631.094727
	Iteration 0F: 3 clusters Score -1393044 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1395499.000000 Penalty: 4631.094727
	Iteration 1F: 3 clusters Score -1395499 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1395779.375000 Penalty: 4631.094727
	Iteration 2F: 3 clusters Score -1395779 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1395973.375000 Penalty: 4631.094727
	Iteration 3Q: 3 clusters Score -1395973 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1396111.500000 Penalty: 4631.094727
	Iteration 4Q: 3 clusters Score -1396112 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1396227.750000 Penalty: 4631.094727
	Iteration 5Q: 3 clusters Score -1396228 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1396314.250000 Penalty: 4631.094727
	Iteration 6Q: 3 clusters Score -1396314 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1396388.125000 Penalty: 4631.094727
	Iteration 7Q: 3 clusters Score -1396388 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1396463.000000 Penalty: 4631.094727
	Iteration 8Q: 3 clusters Score -1396463 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1396537.250000 Penalty: 4631.094727
	Iteration 9Q: 3 clusters Score -1396537 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1396620.625000 Penalty: 4631.094727
	Iteration 10Q: 3 clusters Score -1396621 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1396705.625000 Penalty: 4631.094727
	Iteration 11Q: 3 clusters Score -1396706 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1396820.750000 Penalty: 4631.094727
	Iteration 12Q: 3 clusters Score -1396821 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1396976.750000 Penalty: 4631.094727
	Iteration 13Q: 3 clusters Score -1396977 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1397182.750000 Penalty: 4631.094727
	Iteration 14Q: 3 clusters Score -1397183 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1397460.000000 Penalty: 4631.094727
	Iteration 15Q: 3 clusters Score -1397460 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1397852.250000 Penalty: 4631.094727
	Iteration 16Q: 3 clusters Score -1397852 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1398268.750000 Penalty: 4631.094727
	Iteration 17Q: 3 clusters Score -1398269 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1398717.750000 Penalty: 4631.094727
	Iteration 18Q: 3 clusters Score -1398718 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1399093.000000 Penalty: 4631.094727
	Iteration 19Q: 3 clusters Score -1399093 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1399328.750000 Penalty: 4631.094727
	Iteration 20F: 3 clusters Score -1399329 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1399501.375000 Penalty: 4631.094727
	Iteration 21Q: 3 clusters Score -1399501 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1399621.125000 Penalty: 4631.094727
	Iteration 22Q: 3 clusters Score -1399621 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1399693.875000 Penalty: 4631.094727
	Iteration 23Q: 3 clusters Score -1399694 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1399767.875000 Penalty: 4631.094727
	Iteration 24Q: 3 clusters Score -1399768 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1399851.875000 Penalty: 4631.094727
	Iteration 25Q: 3 clusters Score -1399852 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1399917.125000 Penalty: 4631.094727
	Iteration 26Q: 3 clusters Score -1399917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1399959.750000 Penalty: 4631.094727
	Iteration 27Q: 3 clusters Score -1399960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1399994.875000 Penalty: 4631.094727
	Iteration 28Q: 3 clusters Score -1399995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1400030.750000 Penalty: 4631.094727
	Iteration 29Q: 3 clusters Score -1400031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1400041.750000 Penalty: 4631.094727
	Iteration 30Q: 3 clusters Score -1400042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1400062.875000 Penalty: 4631.094727
	Iteration 31Q: 3 clusters Score -1400063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1400072.375000 Penalty: 4631.094727
	Iteration 32Q: 3 clusters Score -1400072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1400078.125000 Penalty: 4631.094727
	Iteration 33Q: 3 clusters Score -1400078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1400084.250000 Penalty: 4631.094727
	Iteration 34Q: 3 clusters Score -1400084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1400085.625000 Penalty: 4631.094727
	Iteration 35Q: 3 clusters Score -1400086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1400087.250000 Penalty: 4631.094727
	Iteration 36Q: 3 clusters Score -1400087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1400088.625000 Penalty: 4631.094727
	Iteration 37Q: 3 clusters Score -1400089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1400091.000000 Penalty: 4631.094727
	Iteration 38Q: 3 clusters Score -1400091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1400093.375000 Penalty: 4631.094727
	Iteration 39Q: 3 clusters Score -1400093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1400096.125000 Penalty: 4631.094727
	Iteration 40F: 3 clusters Score -1400096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1400096.875000 Penalty: 4631.094727
	Iteration 41Q: 3 clusters Score -1400097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1400097.250000 Penalty: 4631.094727
	Iteration 42Q: 3 clusters Score -1400097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1400096.875000 Penalty: 4631.094727
	Iteration 43Q: 3 clusters Score -1400097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1400096.875000 Penalty: 4631.094727
	Iteration 44F: 3 clusters Score -1400097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -56208.566406 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -56208.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54692.855469 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -54692.86 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54860.468750 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -54860.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54889.621094 Penalty: 3070.396484
	Iteration 2Q: 3 clusters Score -54889.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -54910.238281 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -54910.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -54917.593750 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -54917.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54918.738281 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -54918.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -54919.492188 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -54919.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -54919.492188 Penalty: 3070.396484
	Iteration 7F: 3 clusters Score -54919.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -241740.609375 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -241740.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -238919.078125 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -238919.1 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -239667.796875 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -239667.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -239985.140625 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -239985.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -240193.515625 Penalty: 3846.647949
	Iteration 3F: 3 clusters Score -240193.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -240332.562500 Penalty: 3846.647949
	Iteration 4Q: 3 clusters Score -240332.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -240440.640625 Penalty: 3846.647949
	Iteration 5Q: 3 clusters Score -240440.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -240506.484375 Penalty: 3846.647949
	Iteration 6Q: 3 clusters Score -240506.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -240562.484375 Penalty: 3846.647949
	Iteration 7Q: 3 clusters Score -240562.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -240607.890625 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -240607.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -240641.703125 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -240641.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -240667.328125 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -240667.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -240684.718750 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -240684.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -240696.062500 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -240696.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -240705.531250 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -240705.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -240711.171875 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -240711.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -240717.328125 Penalty: 3846.647949
	Iteration 15Q: 3 clusters Score -240717.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -240725.812500 Penalty: 3846.647949
	Iteration 16Q: 3 clusters Score -240725.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -240730.875000 Penalty: 3846.647949
	Iteration 17Q: 3 clusters Score -240730.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -240737.093750 Penalty: 3846.647949
	Iteration 18Q: 3 clusters Score -240737.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -240740.078125 Penalty: 3846.647949
	Iteration 19Q: 3 clusters Score -240740.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -240740.875000 Penalty: 3846.647949
	Iteration 20F: 3 clusters Score -240740.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -240741.203125 Penalty: 3846.647949
	Iteration 21Q: 3 clusters Score -240741.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -240741.203125 Penalty: 3846.647949
	Iteration 22F: 3 clusters Score -240741.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (213580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213580 members 
Entering Unmasked Estep 
Score: -26292776.000000 Penalty: 3043.398193
	Iteration 0F: 2 clusters Score -2.629278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106501 members 
Mstep: Class 2 contains 107079 members 
Entering Unmasked Estep 
Score: -26151524.000000 Penalty: 6086.796387
	Iteration 0F: 3 clusters Score -2.615152e+07 nChanged 102984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102407 members 
Mstep: Class 2 contains 111173 members 
Entering Unmasked Estep 
Score: -26211940.000000 Penalty: 6086.796387
	Iteration 1F: 3 clusters Score -2.621194e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99685 members 
Mstep: Class 2 contains 113895 members 
Entering Unmasked Estep 
Score: -26213352.000000 Penalty: 6086.796387
	Iteration 2Q: 3 clusters Score -2.621335e+07 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95365 members 
Mstep: Class 2 contains 118215 members 
Entering Unmasked Estep 
Score: -26215018.000000 Penalty: 6086.796387
	Iteration 3Q: 3 clusters Score -2.621502e+07 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88586 members 
Mstep: Class 2 contains 124994 members 
Entering Unmasked Estep 
Score: -26217946.000000 Penalty: 6086.796387
	Iteration 4Q: 3 clusters Score -2.621795e+07 nChanged 11100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 135146 members 
Entering Unmasked Estep 
Score: -26223412.000000 Penalty: 6086.796387
	Iteration 5F: 3 clusters Score -2.622341e+07 nChanged 14780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64138 members 
Mstep: Class 2 contains 149442 members 
Entering Unmasked Estep 
Score: -26233232.000000 Penalty: 6086.796387
	Iteration 6F: 3 clusters Score -2.623323e+07 nChanged 18273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 167525 members 
Entering Unmasked Estep 
Score: -26248770.000000 Penalty: 6086.796387
	Iteration 7F: 3 clusters Score -2.624877e+07 nChanged 18530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 185987 members 
Entering Unmasked Estep 
Score: -26266458.000000 Penalty: 6086.796387
	Iteration 8F: 3 clusters Score -2.626646e+07 nChanged 13662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 199631 members 
Entering Unmasked Estep 
Score: -26279222.000000 Penalty: 6086.796387
	Iteration 9F: 3 clusters Score -2.627922e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 206797 members 
Entering Unmasked Estep 
Score: -26285662.000000 Penalty: 6086.796387
	Iteration 10Q: 3 clusters Score -2.628566e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 209877 members 
Entering Unmasked Estep 
Score: -26288296.000000 Penalty: 6086.796387
	Iteration 11Q: 3 clusters Score -2.62883e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 211093 members 
Entering Unmasked Estep 
Score: -26289340.000000 Penalty: 6086.796387
	Iteration 12Q: 3 clusters Score -2.628934e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 211670 members 
Entering Unmasked Estep 
Score: -26289782.000000 Penalty: 6086.796387
	Iteration 13Q: 3 clusters Score -2.628978e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 211976 members 
Entering Unmasked Estep 
Score: -26290044.000000 Penalty: 6086.796387
	Iteration 14Q: 3 clusters Score -2.629004e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 212136 members 
Entering Unmasked Estep 
Score: -26290180.000000 Penalty: 6086.796387
	Iteration 15Q: 3 clusters Score -2.629018e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 212243 members 
Entering Unmasked Estep 
Score: -26290284.000000 Penalty: 6086.796387
	Iteration 16Q: 3 clusters Score -2.629028e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 212311 members 
Entering Unmasked Estep 
Score: -26290310.000000 Penalty: 6086.796387
	Iteration 17Q: 3 clusters Score -2.629031e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 212352 members 
Entering Unmasked Estep 
Score: -26290336.000000 Penalty: 6086.796387
	Iteration 18Q: 3 clusters Score -2.629034e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 212384 members 
Entering Unmasked Estep 
Score: -26290370.000000 Penalty: 6086.796387
	Iteration 19Q: 3 clusters Score -2.629037e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 212403 members 
Entering Unmasked Estep 
Score: -26290380.000000 Penalty: 6086.796387
	Iteration 20F: 3 clusters Score -2.629038e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 212422 members 
Entering Unmasked Estep 
Score: -26290428.000000 Penalty: 6086.796387
	Iteration 21Q: 3 clusters Score -2.629043e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 212434 members 
Entering Unmasked Estep 
Score: -26290420.000000 Penalty: 6086.796387
	Iteration 22Q: 3 clusters Score -2.629042e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 212450 members 
Entering Unmasked Estep 
Score: -26290452.000000 Penalty: 6086.796387
	Iteration 23Q: 3 clusters Score -2.629045e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 212460 members 
Entering Unmasked Estep 
Score: -26290474.000000 Penalty: 6086.796387
	Iteration 24Q: 3 clusters Score -2.629047e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 212475 members 
Entering Unmasked Estep 
Score: -26290494.000000 Penalty: 6086.796387
	Iteration 25Q: 3 clusters Score -2.629049e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 212483 members 
Entering Unmasked Estep 
Score: -26290482.000000 Penalty: 6086.796387
	Iteration 26Q: 3 clusters Score -2.629048e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 212505 members 
Entering Unmasked Estep 
Score: -26290546.000000 Penalty: 6086.796387
	Iteration 27Q: 3 clusters Score -2.629055e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 212519 members 
Entering Unmasked Estep 
Score: -26290560.000000 Penalty: 6086.796387
	Iteration 28Q: 3 clusters Score -2.629056e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 212528 members 
Entering Unmasked Estep 
Score: -26290568.000000 Penalty: 6086.796387
	Iteration 29Q: 3 clusters Score -2.629057e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 212543 members 
Entering Unmasked Estep 
Score: -26290560.000000 Penalty: 6086.796387
	Iteration 30Q: 3 clusters Score -2.629056e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 212549 members 
Entering Unmasked Estep 
Score: -26290574.000000 Penalty: 6086.796387
	Iteration 31Q: 3 clusters Score -2.629057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 212557 members 
Entering Unmasked Estep 
Score: -26290568.000000 Penalty: 6086.796387
	Iteration 32Q: 3 clusters Score -2.629057e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 212556 members 
Entering Unmasked Estep 
Score: -26290552.000000 Penalty: 6086.796387
	Iteration 33Q: 3 clusters Score -2.629055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 212559 members 
Entering Unmasked Estep 
Score: -26290562.000000 Penalty: 6086.796387
	Iteration 34Q: 3 clusters Score -2.629056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 212559 members 
Entering Unmasked Estep 
Score: -26290560.000000 Penalty: 6086.796387
	Iteration 35Q: 3 clusters Score -2.629056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 212562 members 
Entering Unmasked Estep 
Score: -26290560.000000 Penalty: 6086.796387
	Iteration 36Q: 3 clusters Score -2.629056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 212564 members 
Entering Unmasked Estep 
Score: -26290574.000000 Penalty: 6086.796387
	Iteration 37Q: 3 clusters Score -2.629057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 212563 members 
Entering Unmasked Estep 
Score: -26290598.000000 Penalty: 6086.796387
	Iteration 38Q: 3 clusters Score -2.62906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 212563 members 
Entering Unmasked Estep 
Score: -26290586.000000 Penalty: 6086.796387
	Iteration 39Q: 3 clusters Score -2.629059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 212562 members 
Entering Unmasked Estep 
Score: -26290600.000000 Penalty: 6086.796387
	Iteration 40F: 3 clusters Score -2.62906e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 212565 members 
Entering Unmasked Estep 
Score: -26290590.000000 Penalty: 6086.796387
	Iteration 41Q: 3 clusters Score -2.629059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 212571 members 
Entering Unmasked Estep 
Score: -26290610.000000 Penalty: 6086.796387
	Iteration 42Q: 3 clusters Score -2.629061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 212573 members 
Entering Unmasked Estep 
Score: -26290600.000000 Penalty: 6086.796387
	Iteration 43Q: 3 clusters Score -2.62906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 212577 members 
Entering Unmasked Estep 
Score: -26290600.000000 Penalty: 6086.796387
	Iteration 44Q: 3 clusters Score -2.62906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 212577 members 
Entering Unmasked Estep 
Score: -26290608.000000 Penalty: 6086.796387
	Iteration 45Q: 3 clusters Score -2.629061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 212576 members 
Entering Unmasked Estep 
Score: -26290610.000000 Penalty: 6086.796387
	Iteration 46Q: 3 clusters Score -2.629061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 212576 members 
Entering Unmasked Estep 
Score: -26290608.000000 Penalty: 6086.796387
	Iteration 47Q: 3 clusters Score -2.629061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 212578 members 
Entering Unmasked Estep 
Score: -26290598.000000 Penalty: 6086.796387
	Iteration 48Q: 3 clusters Score -2.62906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 212580 members 
Entering Unmasked Estep 
Score: -26290600.000000 Penalty: 6086.796387
	Iteration 49Q: 3 clusters Score -2.62906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 212580 members 
Entering Unmasked Estep 
Score: -26290614.000000 Penalty: 6086.796387
	Iteration 50Q: 3 clusters Score -2.629061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 212579 members 
Entering Unmasked Estep 
Score: -26290606.000000 Penalty: 6086.796387
	Iteration 51Q: 3 clusters Score -2.629061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 212576 members 
Entering Unmasked Estep 
Score: -26290596.000000 Penalty: 6086.796387
	Iteration 52Q: 3 clusters Score -2.62906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 212575 members 
Entering Unmasked Estep 
Score: -26290596.000000 Penalty: 6086.796387
	Iteration 53Q: 3 clusters Score -2.62906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 212575 members 
Entering Unmasked Estep 
Score: -26290596.000000 Penalty: 6086.796387
	Iteration 54F: 3 clusters Score -2.62906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -174142.343750 Penalty: 1830.766846
	Iteration 0F: 2 clusters Score -174142.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -171868.968750 Penalty: 3661.533691
	Iteration 0F: 3 clusters Score -171869 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -172419.859375 Penalty: 3661.533691
	Iteration 1F: 3 clusters Score -172419.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -172622.468750 Penalty: 3661.533691
	Iteration 2F: 3 clusters Score -172622.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -172714.609375 Penalty: 3661.533691
	Iteration 3Q: 3 clusters Score -172714.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -172768.750000 Penalty: 3661.533691
	Iteration 4Q: 3 clusters Score -172768.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -172811.828125 Penalty: 3661.533691
	Iteration 5Q: 3 clusters Score -172811.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -172849.250000 Penalty: 3661.533691
	Iteration 6Q: 3 clusters Score -172849.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -172905.343750 Penalty: 3661.533691
	Iteration 7Q: 3 clusters Score -172905.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -172981.015625 Penalty: 3661.533691
	Iteration 8Q: 3 clusters Score -172981 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -173109.421875 Penalty: 3661.533691
	Iteration 9Q: 3 clusters Score -173109.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -173258.765625 Penalty: 3661.533691
	Iteration 10Q: 3 clusters Score -173258.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -173367.906250 Penalty: 3661.533691
	Iteration 11Q: 3 clusters Score -173367.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -173422.109375 Penalty: 3661.533691
	Iteration 12Q: 3 clusters Score -173422.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -173452.265625 Penalty: 3661.533691
	Iteration 13Q: 3 clusters Score -173452.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -173485.609375 Penalty: 3661.533691
	Iteration 14Q: 3 clusters Score -173485.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -173512.406250 Penalty: 3661.533691
	Iteration 15Q: 3 clusters Score -173512.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -173523.296875 Penalty: 3661.533691
	Iteration 16Q: 3 clusters Score -173523.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -173524.656250 Penalty: 3661.533691
	Iteration 17Q: 3 clusters Score -173524.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -173524.656250 Penalty: 3661.533691
	Iteration 18F: 3 clusters Score -173524.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -92151.000000 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -92151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -90344.671875 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -90344.67 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -90793.257812 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -90793.26 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -90975.789062 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -90975.79 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -91088.718750 Penalty: 3371.778320
	Iteration 3F: 3 clusters Score -91088.72 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -91214.851562 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -91214.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -91348.750000 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -91348.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -91479.500000 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -91479.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -91767.750000 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -91767.75 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -92322.484375 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -92322.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -92513.500000 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -92513.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -92610.257812 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -92610.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -92645.398438 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -92645.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -92680.750000 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -92680.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -92714.867188 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -92714.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -92731.984375 Penalty: 3371.778320
	Iteration 14Q: 3 clusters Score -92731.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -92739.601562 Penalty: 3371.778320
	Iteration 15Q: 3 clusters Score -92739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -92749.546875 Penalty: 3371.778320
	Iteration 16Q: 3 clusters Score -92749.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -92757.328125 Penalty: 3371.778320
	Iteration 17Q: 3 clusters Score -92757.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -92766.023438 Penalty: 3371.778320
	Iteration 18Q: 3 clusters Score -92766.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -92767.640625 Penalty: 3371.778320
	Iteration 19Q: 3 clusters Score -92767.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -92786.515625 Penalty: 3371.778320
	Iteration 20F: 3 clusters Score -92786.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -92820.601562 Penalty: 3371.778320
	Iteration 21Q: 3 clusters Score -92820.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -92831.679688 Penalty: 3371.778320
	Iteration 22Q: 3 clusters Score -92831.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -92837.296875 Penalty: 3371.778320
	Iteration 23Q: 3 clusters Score -92837.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -92837.296875 Penalty: 3371.778320
	Iteration 24F: 3 clusters Score -92837.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190668 members 
Mstep: Class 2 contains 80662 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40691 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53396 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53679 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245339 members 
Mstep: Class 32 contains 11349 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213580 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 669 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117293 members 
Mstep: Class 40 contains 312 members 
Mstep: Class 41 contains 227 members 
Entering Unmasked Estep 
Score: -148076096.000000 Penalty: 142708.921875
Splitting cluster 37 changes total score from -148077168.000000 to -148076096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -18051.201172 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -18051.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16973.023438 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -16973.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -17025.484375 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -17025.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17037.546875 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -17037.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -17037.546875 Penalty: 2583.905029
	Iteration 3F: 3 clusters Score -17037.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (117293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117293 members 
Entering Unmasked Estep 
Score: -14329185.000000 Penalty: 2894.762695
	Iteration 0F: 2 clusters Score -1.432918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -14250605.000000 Penalty: 5789.525391
	Iteration 0F: 3 clusters Score -1.42506e+07 nChanged 55789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
Score: -14282835.000000 Penalty: 5789.525391
	Iteration 1F: 3 clusters Score -1.428284e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55836 members 
Mstep: Class 2 contains 61457 members 
Entering Unmasked Estep 
Score: -14283567.000000 Penalty: 5789.525391
	Iteration 2Q: 3 clusters Score -1.428357e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -14284759.000000 Penalty: 5789.525391
	Iteration 3Q: 3 clusters Score -1.428476e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 65670 members 
Entering Unmasked Estep 
Score: -14286741.000000 Penalty: 5789.525391
	Iteration 4Q: 3 clusters Score -1.428674e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 69477 members 
Entering Unmasked Estep 
Score: -14289901.000000 Penalty: 5789.525391
	Iteration 5F: 3 clusters Score -1.42899e+07 nChanged 7684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 74723 members 
Entering Unmasked Estep 
Score: -14295136.000000 Penalty: 5789.525391
	Iteration 6F: 3 clusters Score -1.429514e+07 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 81320 members 
Entering Unmasked Estep 
Score: -14302646.000000 Penalty: 5789.525391
	Iteration 7F: 3 clusters Score -1.430265e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -14310843.000000 Penalty: 5789.525391
	Iteration 8F: 3 clusters Score -1.431084e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 91916 members 
Entering Unmasked Estep 
Score: -14316630.000000 Penalty: 5789.525391
	Iteration 9F: 3 clusters Score -1.431663e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 94370 members 
Entering Unmasked Estep 
Score: -14319636.000000 Penalty: 5789.525391
	Iteration 10Q: 3 clusters Score -1.431964e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 96050 members 
Entering Unmasked Estep 
Score: -14320847.000000 Penalty: 5789.525391
	Iteration 11Q: 3 clusters Score -1.432085e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 97562 members 
Entering Unmasked Estep 
Score: -14321566.000000 Penalty: 5789.525391
	Iteration 12Q: 3 clusters Score -1.432157e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 98944 members 
Entering Unmasked Estep 
Score: -14322124.000000 Penalty: 5789.525391
	Iteration 13Q: 3 clusters Score -1.432212e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 100193 members 
Entering Unmasked Estep 
Score: -14322692.000000 Penalty: 5789.525391
	Iteration 14Q: 3 clusters Score -1.432269e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 101379 members 
Entering Unmasked Estep 
Score: -14323307.000000 Penalty: 5789.525391
	Iteration 15Q: 3 clusters Score -1.432331e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 102467 members 
Entering Unmasked Estep 
Score: -14323959.000000 Penalty: 5789.525391
	Iteration 16Q: 3 clusters Score -1.432396e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 103493 members 
Entering Unmasked Estep 
Score: -14324589.000000 Penalty: 5789.525391
	Iteration 17Q: 3 clusters Score -1.432459e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 104418 members 
Entering Unmasked Estep 
Score: -14325024.000000 Penalty: 5789.525391
	Iteration 18Q: 3 clusters Score -1.432502e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 105284 members 
Entering Unmasked Estep 
Score: -14325443.000000 Penalty: 5789.525391
	Iteration 19Q: 3 clusters Score -1.432544e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 106012 members 
Entering Unmasked Estep 
Score: -14325718.000000 Penalty: 5789.525391
	Iteration 20F: 3 clusters Score -1.432572e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 106647 members 
Entering Unmasked Estep 
Score: -14325993.000000 Penalty: 5789.525391
	Iteration 21Q: 3 clusters Score -1.432599e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 107183 members 
Entering Unmasked Estep 
Score: -14326118.000000 Penalty: 5789.525391
	Iteration 22Q: 3 clusters Score -1.432612e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 107666 members 
Entering Unmasked Estep 
Score: -14326225.000000 Penalty: 5789.525391
	Iteration 23Q: 3 clusters Score -1.432622e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 108071 members 
Entering Unmasked Estep 
Score: -14326332.000000 Penalty: 5789.525391
	Iteration 24Q: 3 clusters Score -1.432633e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 108402 members 
Entering Unmasked Estep 
Score: -14326412.000000 Penalty: 5789.525391
	Iteration 25Q: 3 clusters Score -1.432641e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 108719 members 
Entering Unmasked Estep 
Score: -14326494.000000 Penalty: 5789.525391
	Iteration 26Q: 3 clusters Score -1.432649e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 109013 members 
Entering Unmasked Estep 
Score: -14326605.000000 Penalty: 5789.525391
	Iteration 27Q: 3 clusters Score -1.43266e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 109265 members 
Entering Unmasked Estep 
Score: -14326634.000000 Penalty: 5789.525391
	Iteration 28Q: 3 clusters Score -1.432663e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 109490 members 
Entering Unmasked Estep 
Score: -14326629.000000 Penalty: 5789.525391
	Iteration 29Q: 3 clusters Score -1.432663e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 109734 members 
Entering Unmasked Estep 
Score: -14326698.000000 Penalty: 5789.525391
	Iteration 30Q: 3 clusters Score -1.43267e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 109959 members 
Entering Unmasked Estep 
Score: -14326737.000000 Penalty: 5789.525391
	Iteration 31Q: 3 clusters Score -1.432674e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 110194 members 
Entering Unmasked Estep 
Score: -14326784.000000 Penalty: 5789.525391
	Iteration 32Q: 3 clusters Score -1.432678e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 110405 members 
Entering Unmasked Estep 
Score: -14326839.000000 Penalty: 5789.525391
	Iteration 33Q: 3 clusters Score -1.432684e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 110614 members 
Entering Unmasked Estep 
Score: -14326911.000000 Penalty: 5789.525391
	Iteration 34Q: 3 clusters Score -1.432691e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 110807 members 
Entering Unmasked Estep 
Score: -14326940.000000 Penalty: 5789.525391
	Iteration 35Q: 3 clusters Score -1.432694e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 110984 members 
Entering Unmasked Estep 
Score: -14326961.000000 Penalty: 5789.525391
	Iteration 36Q: 3 clusters Score -1.432696e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 111143 members 
Entering Unmasked Estep 
Score: -14326992.000000 Penalty: 5789.525391
	Iteration 37Q: 3 clusters Score -1.432699e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 111285 members 
Entering Unmasked Estep 
Score: -14326992.000000 Penalty: 5789.525391
	Iteration 38Q: 3 clusters Score -1.432699e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 111406 members 
Entering Unmasked Estep 
Score: -14326954.000000 Penalty: 5789.525391
	Iteration 39Q: 3 clusters Score -1.432695e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 111521 members 
Entering Unmasked Estep 
Score: -14326971.000000 Penalty: 5789.525391
	Iteration 40F: 3 clusters Score -1.432697e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 111612 members 
Entering Unmasked Estep 
Score: -14327002.000000 Penalty: 5789.525391
	Iteration 41Q: 3 clusters Score -1.4327e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 111696 members 
Entering Unmasked Estep 
Score: -14326988.000000 Penalty: 5789.525391
	Iteration 42Q: 3 clusters Score -1.432699e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 111789 members 
Entering Unmasked Estep 
Score: -14327012.000000 Penalty: 5789.525391
	Iteration 43Q: 3 clusters Score -1.432701e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 111876 members 
Entering Unmasked Estep 
Score: -14327022.000000 Penalty: 5789.525391
	Iteration 44Q: 3 clusters Score -1.432702e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 111949 members 
Entering Unmasked Estep 
Score: -14327032.000000 Penalty: 5789.525391
	Iteration 45Q: 3 clusters Score -1.432703e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 112014 members 
Entering Unmasked Estep 
Score: -14327031.000000 Penalty: 5789.525391
	Iteration 46Q: 3 clusters Score -1.432703e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 112067 members 
Entering Unmasked Estep 
Score: -14327051.000000 Penalty: 5789.525391
	Iteration 47Q: 3 clusters Score -1.432705e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 112111 members 
Entering Unmasked Estep 
Score: -14327069.000000 Penalty: 5789.525391
	Iteration 48Q: 3 clusters Score -1.432707e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 112150 members 
Entering Unmasked Estep 
Score: -14327085.000000 Penalty: 5789.525391
	Iteration 49Q: 3 clusters Score -1.432708e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 112195 members 
Entering Unmasked Estep 
Score: -14327086.000000 Penalty: 5789.525391
	Iteration 50Q: 3 clusters Score -1.432709e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 112236 members 
Entering Unmasked Estep 
Score: -14327102.000000 Penalty: 5789.525391
	Iteration 51Q: 3 clusters Score -1.43271e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 112269 members 
Entering Unmasked Estep 
Score: -14327115.000000 Penalty: 5789.525391
	Iteration 52Q: 3 clusters Score -1.432712e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 112296 members 
Entering Unmasked Estep 
Score: -14327129.000000 Penalty: 5789.525391
	Iteration 53Q: 3 clusters Score -1.432713e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 112328 members 
Entering Unmasked Estep 
Score: -14327130.000000 Penalty: 5789.525391
	Iteration 54Q: 3 clusters Score -1.432713e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 112355 members 
Entering Unmasked Estep 
Score: -14327124.000000 Penalty: 5789.525391
	Iteration 55Q: 3 clusters Score -1.432712e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 112380 members 
Entering Unmasked Estep 
Score: -14327119.000000 Penalty: 5789.525391
	Iteration 56Q: 3 clusters Score -1.432712e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 112398 members 
Entering Unmasked Estep 
Score: -14327132.000000 Penalty: 5789.525391
	Iteration 57Q: 3 clusters Score -1.432713e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 112415 members 
Entering Unmasked Estep 
Score: -14327133.000000 Penalty: 5789.525391
	Iteration 58Q: 3 clusters Score -1.432713e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 112435 members 
Entering Unmasked Estep 
Score: -14327142.000000 Penalty: 5789.525391
	Iteration 59Q: 3 clusters Score -1.432714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 112460 members 
Entering Unmasked Estep 
Score: -14327154.000000 Penalty: 5789.525391
	Iteration 60F: 3 clusters Score -1.432715e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 112487 members 
Entering Unmasked Estep 
Score: -14327153.000000 Penalty: 5789.525391
	Iteration 61Q: 3 clusters Score -1.432715e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 112514 members 
Entering Unmasked Estep 
Score: -14327163.000000 Penalty: 5789.525391
	Iteration 62Q: 3 clusters Score -1.432716e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 112543 members 
Entering Unmasked Estep 
Score: -14327172.000000 Penalty: 5789.525391
	Iteration 63Q: 3 clusters Score -1.432717e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 112561 members 
Entering Unmasked Estep 
Score: -14327160.000000 Penalty: 5789.525391
	Iteration 64Q: 3 clusters Score -1.432716e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 112580 members 
Entering Unmasked Estep 
Score: -14327153.000000 Penalty: 5789.525391
	Iteration 65Q: 3 clusters Score -1.432715e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 112602 members 
Entering Unmasked Estep 
Score: -14327182.000000 Penalty: 5789.525391
	Iteration 66Q: 3 clusters Score -1.432718e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 112615 members 
Entering Unmasked Estep 
Score: -14327169.000000 Penalty: 5789.525391
	Iteration 67Q: 3 clusters Score -1.432717e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 112633 members 
Entering Unmasked Estep 
Score: -14327175.000000 Penalty: 5789.525391
	Iteration 68Q: 3 clusters Score -1.432718e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 112654 members 
Entering Unmasked Estep 
Score: -14327177.000000 Penalty: 5789.525391
	Iteration 69Q: 3 clusters Score -1.432718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 112666 members 
Entering Unmasked Estep 
Score: -14327192.000000 Penalty: 5789.525391
	Iteration 70Q: 3 clusters Score -1.432719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 112680 members 
Entering Unmasked Estep 
Score: -14327192.000000 Penalty: 5789.525391
	Iteration 71Q: 3 clusters Score -1.432719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 112692 members 
Entering Unmasked Estep 
Score: -14327187.000000 Penalty: 5789.525391
	Iteration 72Q: 3 clusters Score -1.432719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 112700 members 
Entering Unmasked Estep 
Score: -14327187.000000 Penalty: 5789.525391
	Iteration 73Q: 3 clusters Score -1.432719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 112710 members 
Entering Unmasked Estep 
Score: -14327174.000000 Penalty: 5789.525391
	Iteration 74Q: 3 clusters Score -1.432717e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 112722 members 
Entering Unmasked Estep 
Score: -14327185.000000 Penalty: 5789.525391
	Iteration 75Q: 3 clusters Score -1.432718e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 112740 members 
Entering Unmasked Estep 
Score: -14327203.000000 Penalty: 5789.525391
	Iteration 76Q: 3 clusters Score -1.43272e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 112756 members 
Entering Unmasked Estep 
Score: -14327190.000000 Penalty: 5789.525391
	Iteration 77Q: 3 clusters Score -1.432719e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 112776 members 
Entering Unmasked Estep 
Score: -14327181.000000 Penalty: 5789.525391
	Iteration 78Q: 3 clusters Score -1.432718e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 112790 members 
Entering Unmasked Estep 
Score: -14327171.000000 Penalty: 5789.525391
	Iteration 79Q: 3 clusters Score -1.432717e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 112806 members 
Entering Unmasked Estep 
Score: -14327179.000000 Penalty: 5789.525391
	Iteration 80F: 3 clusters Score -1.432718e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 112828 members 
Entering Unmasked Estep 
Score: -14327166.000000 Penalty: 5789.525391
	Iteration 81Q: 3 clusters Score -1.432717e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 112856 members 
Entering Unmasked Estep 
Score: -14327148.000000 Penalty: 5789.525391
	Iteration 82Q: 3 clusters Score -1.432715e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 112883 members 
Entering Unmasked Estep 
Score: -14327165.000000 Penalty: 5789.525391
	Iteration 83Q: 3 clusters Score -1.432716e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 112904 members 
Entering Unmasked Estep 
Score: -14327158.000000 Penalty: 5789.525391
	Iteration 84Q: 3 clusters Score -1.432716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 112920 members 
Entering Unmasked Estep 
Score: -14327159.000000 Penalty: 5789.525391
	Iteration 85Q: 3 clusters Score -1.432716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 112938 members 
Entering Unmasked Estep 
Score: -14327182.000000 Penalty: 5789.525391
	Iteration 86Q: 3 clusters Score -1.432718e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 112958 members 
Entering Unmasked Estep 
Score: -14327178.000000 Penalty: 5789.525391
	Iteration 87Q: 3 clusters Score -1.432718e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 112973 members 
Entering Unmasked Estep 
Score: -14327173.000000 Penalty: 5789.525391
	Iteration 88Q: 3 clusters Score -1.432717e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 112988 members 
Entering Unmasked Estep 
Score: -14327159.000000 Penalty: 5789.525391
	Iteration 89Q: 3 clusters Score -1.432716e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 113007 members 
Entering Unmasked Estep 
Score: -14327144.000000 Penalty: 5789.525391
	Iteration 90Q: 3 clusters Score -1.432714e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 113029 members 
Entering Unmasked Estep 
Score: -14327152.000000 Penalty: 5789.525391
	Iteration 91Q: 3 clusters Score -1.432715e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 113059 members 
Entering Unmasked Estep 
Score: -14327152.000000 Penalty: 5789.525391
	Iteration 92Q: 3 clusters Score -1.432715e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 113090 members 
Entering Unmasked Estep 
Score: -14327154.000000 Penalty: 5789.525391
	Iteration 93Q: 3 clusters Score -1.432715e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 113122 members 
Entering Unmasked Estep 
Score: -14327163.000000 Penalty: 5789.525391
	Iteration 94Q: 3 clusters Score -1.432716e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 113162 members 
Entering Unmasked Estep 
Score: -14327187.000000 Penalty: 5789.525391
	Iteration 95Q: 3 clusters Score -1.432719e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 113198 members 
Entering Unmasked Estep 
Score: -14327185.000000 Penalty: 5789.525391
	Iteration 96Q: 3 clusters Score -1.432718e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 113224 members 
Entering Unmasked Estep 
Score: -14327202.000000 Penalty: 5789.525391
	Iteration 97Q: 3 clusters Score -1.43272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 113246 members 
Entering Unmasked Estep 
Score: -14327202.000000 Penalty: 5789.525391
	Iteration 98Q: 3 clusters Score -1.43272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 113268 members 
Entering Unmasked Estep 
Score: -14327211.000000 Penalty: 5789.525391
	Iteration 99Q: 3 clusters Score -1.432721e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 113293 members 
Entering Unmasked Estep 
Score: -14327209.000000 Penalty: 5789.525391
	Iteration 100F: 3 clusters Score -1.432721e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 113322 members 
Entering Unmasked Estep 
Score: -14327200.000000 Penalty: 5789.525391
	Iteration 101Q: 3 clusters Score -1.43272e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 113347 members 
Entering Unmasked Estep 
Score: -14327213.000000 Penalty: 5789.525391
	Iteration 102Q: 3 clusters Score -1.432721e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 113363 members 
Entering Unmasked Estep 
Score: -14327226.000000 Penalty: 5789.525391
	Iteration 103Q: 3 clusters Score -1.432723e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 113384 members 
Entering Unmasked Estep 
Score: -14327222.000000 Penalty: 5789.525391
	Iteration 104Q: 3 clusters Score -1.432722e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 113401 members 
Entering Unmasked Estep 
Score: -14327226.000000 Penalty: 5789.525391
	Iteration 105Q: 3 clusters Score -1.432723e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 113417 members 
Entering Unmasked Estep 
Score: -14327230.000000 Penalty: 5789.525391
	Iteration 106Q: 3 clusters Score -1.432723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 113430 members 
Entering Unmasked Estep 
Score: -14327242.000000 Penalty: 5789.525391
	Iteration 107Q: 3 clusters Score -1.432724e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 113444 members 
Entering Unmasked Estep 
Score: -14327240.000000 Penalty: 5789.525391
	Iteration 108Q: 3 clusters Score -1.432724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 113456 members 
Entering Unmasked Estep 
Score: -14327242.000000 Penalty: 5789.525391
	Iteration 109Q: 3 clusters Score -1.432724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 113467 members 
Entering Unmasked Estep 
Score: -14327235.000000 Penalty: 5789.525391
	Iteration 110Q: 3 clusters Score -1.432724e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 113481 members 
Entering Unmasked Estep 
Score: -14327219.000000 Penalty: 5789.525391
	Iteration 111Q: 3 clusters Score -1.432722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 113485 members 
Entering Unmasked Estep 
Score: -14327225.000000 Penalty: 5789.525391
	Iteration 112Q: 3 clusters Score -1.432722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 113487 members 
Entering Unmasked Estep 
Score: -14327218.000000 Penalty: 5789.525391
	Iteration 113Q: 3 clusters Score -1.432722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 113488 members 
Entering Unmasked Estep 
Score: -14327219.000000 Penalty: 5789.525391
	Iteration 114Q: 3 clusters Score -1.432722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 113489 members 
Entering Unmasked Estep 
Score: -14327221.000000 Penalty: 5789.525391
	Iteration 115Q: 3 clusters Score -1.432722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 113490 members 
Entering Unmasked Estep 
Score: -14327219.000000 Penalty: 5789.525391
	Iteration 116Q: 3 clusters Score -1.432722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 113491 members 
Entering Unmasked Estep 
Score: -14327226.000000 Penalty: 5789.525391
	Iteration 117Q: 3 clusters Score -1.432723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 113494 members 
Entering Unmasked Estep 
Score: -14327230.000000 Penalty: 5789.525391
	Iteration 118Q: 3 clusters Score -1.432723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 113499 members 
Entering Unmasked Estep 
Score: -14327229.000000 Penalty: 5789.525391
	Iteration 119Q: 3 clusters Score -1.432723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 113509 members 
Entering Unmasked Estep 
Score: -14327232.000000 Penalty: 5789.525391
	Iteration 120F: 3 clusters Score -1.432723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 113519 members 
Entering Unmasked Estep 
Score: -14327230.000000 Penalty: 5789.525391
	Iteration 121Q: 3 clusters Score -1.432723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 113532 members 
Entering Unmasked Estep 
Score: -14327216.000000 Penalty: 5789.525391
	Iteration 122Q: 3 clusters Score -1.432722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 113549 members 
Entering Unmasked Estep 
Score: -14327227.000000 Penalty: 5789.525391
	Iteration 123Q: 3 clusters Score -1.432723e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 113563 members 
Entering Unmasked Estep 
Score: -14327226.000000 Penalty: 5789.525391
	Iteration 124Q: 3 clusters Score -1.432723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 113575 members 
Entering Unmasked Estep 
Score: -14327221.000000 Penalty: 5789.525391
	Iteration 125Q: 3 clusters Score -1.432722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 113583 members 
Entering Unmasked Estep 
Score: -14327232.000000 Penalty: 5789.525391
	Iteration 126Q: 3 clusters Score -1.432723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 113590 members 
Entering Unmasked Estep 
Score: -14327217.000000 Penalty: 5789.525391
	Iteration 127Q: 3 clusters Score -1.432722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 113599 members 
Entering Unmasked Estep 
Score: -14327210.000000 Penalty: 5789.525391
	Iteration 128Q: 3 clusters Score -1.432721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 113605 members 
Entering Unmasked Estep 
Score: -14327210.000000 Penalty: 5789.525391
	Iteration 129Q: 3 clusters Score -1.432721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 113607 members 
Entering Unmasked Estep 
Score: -14327220.000000 Penalty: 5789.525391
	Iteration 130Q: 3 clusters Score -1.432722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 113615 members 
Entering Unmasked Estep 
Score: -14327210.000000 Penalty: 5789.525391
	Iteration 131Q: 3 clusters Score -1.432721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 113620 members 
Entering Unmasked Estep 
Score: -14327220.000000 Penalty: 5789.525391
	Iteration 132Q: 3 clusters Score -1.432722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 113626 members 
Entering Unmasked Estep 
Score: -14327224.000000 Penalty: 5789.525391
	Iteration 133Q: 3 clusters Score -1.432722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 113630 members 
Entering Unmasked Estep 
Score: -14327226.000000 Penalty: 5789.525391
	Iteration 134Q: 3 clusters Score -1.432723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 113633 members 
Entering Unmasked Estep 
Score: -14327231.000000 Penalty: 5789.525391
	Iteration 135Q: 3 clusters Score -1.432723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 113639 members 
Entering Unmasked Estep 
Score: -14327231.000000 Penalty: 5789.525391
	Iteration 136Q: 3 clusters Score -1.432723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 113645 members 
Entering Unmasked Estep 
Score: -14327223.000000 Penalty: 5789.525391
	Iteration 137Q: 3 clusters Score -1.432722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 113650 members 
Entering Unmasked Estep 
Score: -14327223.000000 Penalty: 5789.525391
	Iteration 138Q: 3 clusters Score -1.432722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 113651 members 
Entering Unmasked Estep 
Score: -14327213.000000 Penalty: 5789.525391
	Iteration 139Q: 3 clusters Score -1.432721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 113652 members 
Entering Unmasked Estep 
Score: -14327220.000000 Penalty: 5789.525391
	Iteration 140F: 3 clusters Score -1.432722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 113655 members 
Entering Unmasked Estep 
Score: -14327222.000000 Penalty: 5789.525391
	Iteration 141Q: 3 clusters Score -1.432722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 113656 members 
Entering Unmasked Estep 
Score: -14327224.000000 Penalty: 5789.525391
	Iteration 142Q: 3 clusters Score -1.432722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 113656 members 
Entering Unmasked Estep 
Score: -14327224.000000 Penalty: 5789.525391
	Iteration 143F: 3 clusters Score -1.432722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -34602.804688 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -34602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -33266.500000 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -33266.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33364.910156 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -33364.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33380.859375 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -33380.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -33390.265625 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -33390.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33405.683594 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -33405.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33414.410156 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -33414.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33430.503906 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -33430.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33431.339844 Penalty: 2848.529785
	Iteration 7Q: 3 clusters Score -33431.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33438.437500 Penalty: 2848.529785
	Iteration 8Q: 3 clusters Score -33438.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -33443.769531 Penalty: 2848.529785
	Iteration 9Q: 3 clusters Score -33443.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33459.031250 Penalty: 2848.529785
	Iteration 10Q: 3 clusters Score -33459.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33461.804688 Penalty: 2848.529785
	Iteration 11Q: 3 clusters Score -33461.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33461.804688 Penalty: 2848.529785
	Iteration 12F: 3 clusters Score -33461.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190668 members 
Mstep: Class 2 contains 80662 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40691 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53396 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8964 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53679 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245339 members 
Mstep: Class 32 contains 11349 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213580 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117293 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077152.000000 Penalty: 139228.203125
Iteration 439Q: 41 clusters Score -1.480772e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190671 members 
Mstep: Class 2 contains 80665 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40691 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53401 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53679 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245352 members 
Mstep: Class 32 contains 11346 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213571 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117282 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077136.000000 Penalty: 139228.203125
Iteration 440F: 41 clusters Score -1.480771e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190676 members 
Mstep: Class 2 contains 80665 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40691 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53403 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53680 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245368 members 
Mstep: Class 32 contains 11344 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213556 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117275 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077232.000000 Penalty: 139228.203125
Iteration 441Q: 41 clusters Score -1.480772e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190680 members 
Mstep: Class 2 contains 80669 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40691 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53404 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53679 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245381 members 
Mstep: Class 32 contains 11342 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213544 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117268 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077232.000000 Penalty: 139228.203125
Iteration 442Q: 41 clusters Score -1.480772e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190682 members 
Mstep: Class 2 contains 80672 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60657 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40690 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53405 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53682 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245395 members 
Mstep: Class 32 contains 11338 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213533 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117262 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077120.000000 Penalty: 139228.203125
Iteration 443Q: 41 clusters Score -1.480771e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190683 members 
Mstep: Class 2 contains 80671 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40690 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 8802 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53410 members 
Mstep: Class 20 contains 10450 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53680 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245417 members 
Mstep: Class 32 contains 11340 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213516 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117249 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077104.000000 Penalty: 139228.203125
Iteration 444Q: 41 clusters Score -1.480771e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190682 members 
Mstep: Class 2 contains 80671 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40690 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53415 members 
Mstep: Class 20 contains 10451 members 
Mstep: Class 21 contains 19821 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53679 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245433 members 
Mstep: Class 32 contains 11344 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213498 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117241 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077136.000000 Penalty: 139228.203125
Iteration 445Q: 41 clusters Score -1.480771e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190677 members 
Mstep: Class 2 contains 80669 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40690 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53417 members 
Mstep: Class 20 contains 10451 members 
Mstep: Class 21 contains 19822 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53679 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245447 members 
Mstep: Class 32 contains 11347 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213491 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117235 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077152.000000 Penalty: 139228.203125
Iteration 446Q: 41 clusters Score -1.480772e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190675 members 
Mstep: Class 2 contains 80668 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40690 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33135 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53418 members 
Mstep: Class 20 contains 10450 members 
Mstep: Class 21 contains 19823 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53679 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245455 members 
Mstep: Class 32 contains 11351 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213481 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117236 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077200.000000 Penalty: 139228.203125
Iteration 447Q: 41 clusters Score -1.480772e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190669 members 
Mstep: Class 2 contains 80669 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40689 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33135 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53417 members 
Mstep: Class 20 contains 10450 members 
Mstep: Class 21 contains 19823 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53677 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245471 members 
Mstep: Class 32 contains 11356 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213467 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117238 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077104.000000 Penalty: 139228.203125
Iteration 448Q: 41 clusters Score -1.480771e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190670 members 
Mstep: Class 2 contains 80673 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40689 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33134 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53421 members 
Mstep: Class 20 contains 10452 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53673 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245479 members 
Mstep: Class 32 contains 11358 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213452 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117240 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077200.000000 Penalty: 139228.203125
Iteration 449Q: 41 clusters Score -1.480772e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190666 members 
Mstep: Class 2 contains 80680 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40689 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33135 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53421 members 
Mstep: Class 20 contains 10453 members 
Mstep: Class 21 contains 19816 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53671 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245492 members 
Mstep: Class 32 contains 11358 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213442 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117238 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077168.000000 Penalty: 139228.203125
Iteration 450Q: 41 clusters Score -1.480772e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190664 members 
Mstep: Class 2 contains 80682 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40689 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33136 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13606 members 
Mstep: Class 19 contains 53426 members 
Mstep: Class 20 contains 10452 members 
Mstep: Class 21 contains 19814 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53670 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245515 members 
Mstep: Class 32 contains 11357 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213428 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117228 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077088.000000 Penalty: 139228.203125
Iteration 451Q: 41 clusters Score -1.480771e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190665 members 
Mstep: Class 2 contains 80683 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40689 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33138 members 
Mstep: Class 11 contains 8803 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53427 members 
Mstep: Class 20 contains 10451 members 
Mstep: Class 21 contains 19815 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53671 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245543 members 
Mstep: Class 32 contains 11356 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213404 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117219 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077104.000000 Penalty: 139228.203125
Iteration 452Q: 41 clusters Score -1.480771e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190660 members 
Mstep: Class 2 contains 80687 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40689 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33138 members 
Mstep: Class 11 contains 8802 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53432 members 
Mstep: Class 20 contains 10451 members 
Mstep: Class 21 contains 19818 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53674 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245565 members 
Mstep: Class 32 contains 11358 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213381 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117211 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077088.000000 Penalty: 139228.203125
Iteration 453Q: 41 clusters Score -1.480771e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190655 members 
Mstep: Class 2 contains 80693 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40689 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33138 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53434 members 
Mstep: Class 20 contains 10451 members 
Mstep: Class 21 contains 19818 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53674 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245580 members 
Mstep: Class 32 contains 11358 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213367 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117208 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077136.000000 Penalty: 139228.203125
Iteration 454Q: 41 clusters Score -1.480771e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190646 members 
Mstep: Class 2 contains 80699 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40689 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33138 members 
Mstep: Class 11 contains 8799 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53434 members 
Mstep: Class 20 contains 10451 members 
Mstep: Class 21 contains 19819 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53672 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245609 members 
Mstep: Class 32 contains 11361 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213344 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117205 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076992.000000 Penalty: 139228.203125
Iteration 455Q: 41 clusters Score -1.48077e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190646 members 
Mstep: Class 2 contains 80700 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40690 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33138 members 
Mstep: Class 11 contains 8796 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53434 members 
Mstep: Class 20 contains 10450 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53670 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6123 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245635 members 
Mstep: Class 32 contains 11365 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213330 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117192 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077072.000000 Penalty: 139228.203125
Iteration 456Q: 41 clusters Score -1.480771e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190644 members 
Mstep: Class 2 contains 80702 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60657 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40690 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33138 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53434 members 
Mstep: Class 20 contains 10450 members 
Mstep: Class 21 contains 19821 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53667 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245666 members 
Mstep: Class 32 contains 11363 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213321 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117176 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077104.000000 Penalty: 139228.203125
Iteration 457Q: 41 clusters Score -1.480771e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190639 members 
Mstep: Class 2 contains 80706 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40690 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33139 members 
Mstep: Class 11 contains 8793 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53432 members 
Mstep: Class 20 contains 10450 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53667 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245697 members 
Mstep: Class 32 contains 11362 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213315 members 
Mstep: Class 36 contains 1607 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117155 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077168.000000 Penalty: 139228.203125
Iteration 458Q: 41 clusters Score -1.480772e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190634 members 
Mstep: Class 2 contains 80704 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40688 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33139 members 
Mstep: Class 11 contains 8793 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53431 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8962 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53669 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245716 members 
Mstep: Class 32 contains 11362 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213311 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117149 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077088.000000 Penalty: 139228.203125
Iteration 459Q: 41 clusters Score -1.480771e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190636 members 
Mstep: Class 2 contains 80702 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60657 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40686 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33139 members 
Mstep: Class 11 contains 8793 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53433 members 
Mstep: Class 20 contains 10449 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8963 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53670 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245719 members 
Mstep: Class 32 contains 11363 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213312 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117143 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077136.000000 Penalty: 139228.203125
Iteration 460F: 41 clusters Score -1.480771e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190633 members 
Mstep: Class 2 contains 80705 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40683 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33141 members 
Mstep: Class 11 contains 8793 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53431 members 
Mstep: Class 20 contains 10448 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8967 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53670 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245722 members 
Mstep: Class 32 contains 11364 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213317 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117136 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077200.000000 Penalty: 139228.203125
Iteration 461Q: 41 clusters Score -1.480772e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190632 members 
Mstep: Class 2 contains 80708 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40682 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33143 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53426 members 
Mstep: Class 20 contains 10446 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8967 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53668 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245731 members 
Mstep: Class 32 contains 11366 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213317 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117129 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077248.000000 Penalty: 139228.203125
Iteration 462Q: 41 clusters Score -1.480772e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190627 members 
Mstep: Class 2 contains 80707 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40681 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33147 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13605 members 
Mstep: Class 19 contains 53425 members 
Mstep: Class 20 contains 10445 members 
Mstep: Class 21 contains 19819 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53666 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245735 members 
Mstep: Class 32 contains 11366 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213327 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117122 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077216.000000 Penalty: 139228.203125
Iteration 463Q: 41 clusters Score -1.480772e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190627 members 
Mstep: Class 2 contains 80704 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60655 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40680 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33148 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13604 members 
Mstep: Class 19 contains 53429 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19818 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53662 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245744 members 
Mstep: Class 32 contains 11369 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213324 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117120 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077216.000000 Penalty: 139228.203125
Iteration 464Q: 41 clusters Score -1.480772e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190627 members 
Mstep: Class 2 contains 80703 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60655 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40676 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33152 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13604 members 
Mstep: Class 19 contains 53432 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19817 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53659 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245758 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213318 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117113 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077248.000000 Penalty: 139228.203125
Iteration 465Q: 41 clusters Score -1.480772e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190619 members 
Mstep: Class 2 contains 80701 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60655 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40675 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33154 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13604 members 
Mstep: Class 19 contains 53436 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19819 members 
Mstep: Class 22 contains 8969 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53651 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245766 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213326 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117108 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077264.000000 Penalty: 139228.203125
Iteration 466Q: 41 clusters Score -1.480773e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190613 members 
Mstep: Class 2 contains 80704 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60655 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40673 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33158 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13604 members 
Mstep: Class 19 contains 53437 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19821 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53650 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245765 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213335 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117102 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077344.000000 Penalty: 139228.203125
Iteration 467Q: 41 clusters Score -1.480773e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190613 members 
Mstep: Class 2 contains 80707 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60655 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40670 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33163 members 
Mstep: Class 11 contains 8793 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53442 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19821 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53650 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245759 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213338 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117097 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077264.000000 Penalty: 139228.203125
Iteration 468Q: 41 clusters Score -1.480773e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190613 members 
Mstep: Class 2 contains 80707 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60655 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40668 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53443 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19821 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53651 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245756 members 
Mstep: Class 32 contains 11371 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213341 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117094 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077136.000000 Penalty: 139228.203125
Iteration 469Q: 41 clusters Score -1.480771e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190613 members 
Mstep: Class 2 contains 80706 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40669 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53444 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19821 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53652 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245756 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213340 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117093 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077104.000000 Penalty: 139228.203125
Iteration 470Q: 41 clusters Score -1.480771e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190617 members 
Mstep: Class 2 contains 80706 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40669 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53444 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53650 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245764 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213335 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117089 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077104.000000 Penalty: 139228.203125
Iteration 471Q: 41 clusters Score -1.480771e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190616 members 
Mstep: Class 2 contains 80707 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40669 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53446 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53650 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245769 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213335 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117083 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077152.000000 Penalty: 139228.203125
Iteration 472Q: 41 clusters Score -1.480772e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190618 members 
Mstep: Class 2 contains 80707 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40669 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53447 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53649 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245770 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213338 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117077 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077168.000000 Penalty: 139228.203125
Iteration 473Q: 41 clusters Score -1.480772e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190619 members 
Mstep: Class 2 contains 80704 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40669 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53449 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53647 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245767 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213349 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117071 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077136.000000 Penalty: 139228.203125
Iteration 474Q: 41 clusters Score -1.480771e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190623 members 
Mstep: Class 2 contains 80697 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1809 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40669 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53449 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19820 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53647 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245765 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213359 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117066 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077104.000000 Penalty: 139228.203125
Iteration 475Q: 41 clusters Score -1.480771e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190625 members 
Mstep: Class 2 contains 80696 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40670 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53452 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19821 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53647 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245770 members 
Mstep: Class 32 contains 11371 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213355 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117059 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077056.000000 Penalty: 139228.203125
Iteration 476Q: 41 clusters Score -1.480771e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190620 members 
Mstep: Class 2 contains 80698 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60655 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53450 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19822 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53648 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245765 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213366 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117057 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077040.000000 Penalty: 139228.203125
Iteration 477Q: 41 clusters Score -1.48077e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190617 members 
Mstep: Class 2 contains 80699 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60655 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53452 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19823 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53648 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245765 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213365 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117057 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077040.000000 Penalty: 139228.203125
Iteration 478Q: 41 clusters Score -1.48077e+08 nChanged 29
Entering ConstructFrom: 
Score: -148077040.000000 Penalty: 139228.203125
Entering ConstructFrom: 
Trying to split cluster 1 (190613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190613 members 
Entering Unmasked Estep 
Score: -23147300.000000 Penalty: 3015.184326
	Iteration 0F: 2 clusters Score -2.31473e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94897 members 
Mstep: Class 2 contains 95716 members 
Entering Unmasked Estep 
Score: -23021468.000000 Penalty: 6030.368652
	Iteration 0F: 3 clusters Score -2.302147e+07 nChanged 91469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87166 members 
Mstep: Class 2 contains 103447 members 
Entering Unmasked Estep 
Score: -23075724.000000 Penalty: 6030.368652
	Iteration 1F: 3 clusters Score -2.307572e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81856 members 
Mstep: Class 2 contains 108757 members 
Entering Unmasked Estep 
Score: -23077884.000000 Penalty: 6030.368652
	Iteration 2Q: 3 clusters Score -2.307788e+07 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73671 members 
Mstep: Class 2 contains 116942 members 
Entering Unmasked Estep 
Score: -23082008.000000 Penalty: 6030.368652
	Iteration 3Q: 3 clusters Score -2.308201e+07 nChanged 12498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 128608 members 
Entering Unmasked Estep 
Score: -23089526.000000 Penalty: 6030.368652
	Iteration 4F: 3 clusters Score -2.308953e+07 nChanged 15464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 143604 members 
Entering Unmasked Estep 
Score: -23101642.000000 Penalty: 6030.368652
	Iteration 5F: 3 clusters Score -2.310164e+07 nChanged 16749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 160115 members 
Entering Unmasked Estep 
Score: -23117062.000000 Penalty: 6030.368652
	Iteration 6F: 3 clusters Score -2.311706e+07 nChanged 14131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 174150 members 
Entering Unmasked Estep 
Score: -23130406.000000 Penalty: 6030.368652
	Iteration 7F: 3 clusters Score -2.313041e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 183080 members 
Entering Unmasked Estep 
Score: -23138432.000000 Penalty: 6030.368652
	Iteration 8Q: 3 clusters Score -2.313843e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 187552 members 
Entering Unmasked Estep 
Score: -23142302.000000 Penalty: 6030.368652
	Iteration 9Q: 3 clusters Score -2.31423e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 189339 members 
Entering Unmasked Estep 
Score: -23143706.000000 Penalty: 6030.368652
	Iteration 10Q: 3 clusters Score -2.314371e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 189953 members 
Entering Unmasked Estep 
Score: -23144208.000000 Penalty: 6030.368652
	Iteration 11Q: 3 clusters Score -2.314421e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 190138 members 
Entering Unmasked Estep 
Score: -23144418.000000 Penalty: 6030.368652
	Iteration 12Q: 3 clusters Score -2.314442e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 190217 members 
Entering Unmasked Estep 
Score: -23144530.000000 Penalty: 6030.368652
	Iteration 13Q: 3 clusters Score -2.314453e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 190259 members 
Entering Unmasked Estep 
Score: -23144592.000000 Penalty: 6030.368652
	Iteration 14Q: 3 clusters Score -2.314459e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 190279 members 
Entering Unmasked Estep 
Score: -23144630.000000 Penalty: 6030.368652
	Iteration 15Q: 3 clusters Score -2.314463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 190290 members 
Entering Unmasked Estep 
Score: -23144630.000000 Penalty: 6030.368652
	Iteration 16Q: 3 clusters Score -2.314463e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 190297 members 
Entering Unmasked Estep 
Score: -23144646.000000 Penalty: 6030.368652
	Iteration 17Q: 3 clusters Score -2.314465e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 190302 members 
Entering Unmasked Estep 
Score: -23144640.000000 Penalty: 6030.368652
	Iteration 18Q: 3 clusters Score -2.314464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 190301 members 
Entering Unmasked Estep 
Score: -23144648.000000 Penalty: 6030.368652
	Iteration 19Q: 3 clusters Score -2.314465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 190300 members 
Entering Unmasked Estep 
Score: -23144642.000000 Penalty: 6030.368652
	Iteration 20F: 3 clusters Score -2.314464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 190300 members 
Entering Unmasked Estep 
Score: -23144640.000000 Penalty: 6030.368652
	Iteration 21Q: 3 clusters Score -2.314464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 190302 members 
Entering Unmasked Estep 
Score: -23144636.000000 Penalty: 6030.368652
	Iteration 22Q: 3 clusters Score -2.314464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 190304 members 
Entering Unmasked Estep 
Score: -23144644.000000 Penalty: 6030.368652
	Iteration 23Q: 3 clusters Score -2.314464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 190305 members 
Entering Unmasked Estep 
Score: -23144658.000000 Penalty: 6030.368652
	Iteration 24Q: 3 clusters Score -2.314466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 190304 members 
Entering Unmasked Estep 
Score: -23144658.000000 Penalty: 6030.368652
	Iteration 25Q: 3 clusters Score -2.314466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 190305 members 
Entering Unmasked Estep 
Score: -23144664.000000 Penalty: 6030.368652
	Iteration 26Q: 3 clusters Score -2.314466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 190304 members 
Entering Unmasked Estep 
Score: -23144674.000000 Penalty: 6030.368652
	Iteration 27Q: 3 clusters Score -2.314467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 190304 members 
Entering Unmasked Estep 
Score: -23144674.000000 Penalty: 6030.368652
	Iteration 28F: 3 clusters Score -2.314467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (80701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80701 members 
Entering Unmasked Estep 
Score: -9758579.000000 Penalty: 2802.029541
	Iteration 0F: 2 clusters Score -9758579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -9704485.000000 Penalty: 5604.059082
	Iteration 0F: 3 clusters Score -9704485 nChanged 38039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -9725679.000000 Penalty: 5604.059082
	Iteration 1F: 3 clusters Score -9725679 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -9726271.000000 Penalty: 5604.059082
	Iteration 2Q: 3 clusters Score -9726271 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -9726950.000000 Penalty: 5604.059082
	Iteration 3Q: 3 clusters Score -9726950 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -9727728.000000 Penalty: 5604.059082
	Iteration 4Q: 3 clusters Score -9727728 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -9729002.000000 Penalty: 5604.059082
	Iteration 5Q: 3 clusters Score -9729002 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -9731105.000000 Penalty: 5604.059082
	Iteration 6Q: 3 clusters Score -9731105 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -9734539.000000 Penalty: 5604.059082
	Iteration 7F: 3 clusters Score -9734539 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -9740023.000000 Penalty: 5604.059082
	Iteration 8F: 3 clusters Score -9740023 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70975 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -9746634.000000 Penalty: 5604.059082
	Iteration 9F: 3 clusters Score -9746634 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76378 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -9751946.000000 Penalty: 5604.059082
	Iteration 10F: 3 clusters Score -9751946 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79110 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -9754564.000000 Penalty: 5604.059082
	Iteration 11Q: 3 clusters Score -9754564 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80101 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9755513.000000 Penalty: 5604.059082
	Iteration 12Q: 3 clusters Score -9755513 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80375 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9755835.000000 Penalty: 5604.059082
	Iteration 13Q: 3 clusters Score -9755835 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80446 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9755967.000000 Penalty: 5604.059082
	Iteration 14Q: 3 clusters Score -9755967 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80468 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9756032.000000 Penalty: 5604.059082
	Iteration 15Q: 3 clusters Score -9756032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80469 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9756057.000000 Penalty: 5604.059082
	Iteration 16Q: 3 clusters Score -9756057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80475 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9756074.000000 Penalty: 5604.059082
	Iteration 17Q: 3 clusters Score -9756074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80479 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9756092.000000 Penalty: 5604.059082
	Iteration 18Q: 3 clusters Score -9756092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80481 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9756097.000000 Penalty: 5604.059082
	Iteration 19Q: 3 clusters Score -9756097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80483 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9756101.000000 Penalty: 5604.059082
	Iteration 20F: 3 clusters Score -9756101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80484 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9756110.000000 Penalty: 5604.059082
	Iteration 21Q: 3 clusters Score -9756110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80484 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9756110.000000 Penalty: 5604.059082
	Iteration 22F: 3 clusters Score -9756110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Entering Unmasked Estep 
Score: -284090.937500 Penalty: 1935.656616
	Iteration 0F: 2 clusters Score -284090.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -281175.375000 Penalty: 3871.313232
	Iteration 0F: 3 clusters Score -281175.4 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -281886.500000 Penalty: 3871.313232
	Iteration 1F: 3 clusters Score -281886.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -282106.843750 Penalty: 3871.313232
	Iteration 2F: 3 clusters Score -282106.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -282245.218750 Penalty: 3871.313232
	Iteration 3F: 3 clusters Score -282245.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -282308.562500 Penalty: 3871.313232
	Iteration 4Q: 3 clusters Score -282308.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -282348.000000 Penalty: 3871.313232
	Iteration 5Q: 3 clusters Score -282348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -282376.562500 Penalty: 3871.313232
	Iteration 6Q: 3 clusters Score -282376.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -282402.093750 Penalty: 3871.313232
	Iteration 7Q: 3 clusters Score -282402.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -282431.000000 Penalty: 3871.313232
	Iteration 8Q: 3 clusters Score -282431 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -282457.687500 Penalty: 3871.313232
	Iteration 9Q: 3 clusters Score -282457.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -282484.906250 Penalty: 3871.313232
	Iteration 10Q: 3 clusters Score -282484.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -282501.000000 Penalty: 3871.313232
	Iteration 11Q: 3 clusters Score -282501 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -282507.812500 Penalty: 3871.313232
	Iteration 12Q: 3 clusters Score -282507.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -282515.125000 Penalty: 3871.313232
	Iteration 13Q: 3 clusters Score -282515.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -282517.906250 Penalty: 3871.313232
	Iteration 14Q: 3 clusters Score -282517.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -282519.937500 Penalty: 3871.313232
	Iteration 15Q: 3 clusters Score -282519.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -282525.812500 Penalty: 3871.313232
	Iteration 16Q: 3 clusters Score -282525.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -282531.562500 Penalty: 3871.313232
	Iteration 17Q: 3 clusters Score -282531.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -282536.468750 Penalty: 3871.313232
	Iteration 18Q: 3 clusters Score -282536.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -282540.968750 Penalty: 3871.313232
	Iteration 19Q: 3 clusters Score -282541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -282547.437500 Penalty: 3871.313232
	Iteration 20F: 3 clusters Score -282547.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -282551.875000 Penalty: 3871.313232
	Iteration 21Q: 3 clusters Score -282551.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -282554.406250 Penalty: 3871.313232
	Iteration 22Q: 3 clusters Score -282554.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -282557.656250 Penalty: 3871.313232
	Iteration 23Q: 3 clusters Score -282557.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -282560.968750 Penalty: 3871.313232
	Iteration 24Q: 3 clusters Score -282561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -282564.093750 Penalty: 3871.313232
	Iteration 25Q: 3 clusters Score -282564.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -282568.406250 Penalty: 3871.313232
	Iteration 26Q: 3 clusters Score -282568.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -282575.562500 Penalty: 3871.313232
	Iteration 27Q: 3 clusters Score -282575.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -282582.312500 Penalty: 3871.313232
	Iteration 28Q: 3 clusters Score -282582.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -282587.718750 Penalty: 3871.313232
	Iteration 29Q: 3 clusters Score -282587.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -282593.000000 Penalty: 3871.313232
	Iteration 30Q: 3 clusters Score -282593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -282597.687500 Penalty: 3871.313232
	Iteration 31Q: 3 clusters Score -282597.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -282605.750000 Penalty: 3871.313232
	Iteration 32Q: 3 clusters Score -282605.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -282618.406250 Penalty: 3871.313232
	Iteration 33Q: 3 clusters Score -282618.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -282626.656250 Penalty: 3871.313232
	Iteration 34Q: 3 clusters Score -282626.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -282633.218750 Penalty: 3871.313232
	Iteration 35Q: 3 clusters Score -282633.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -282642.375000 Penalty: 3871.313232
	Iteration 36Q: 3 clusters Score -282642.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -282652.718750 Penalty: 3871.313232
	Iteration 37Q: 3 clusters Score -282652.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -282672.531250 Penalty: 3871.313232
	Iteration 38Q: 3 clusters Score -282672.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -282703.406250 Penalty: 3871.313232
	Iteration 39Q: 3 clusters Score -282703.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -282743.312500 Penalty: 3871.313232
	Iteration 40F: 3 clusters Score -282743.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -282814.500000 Penalty: 3871.313232
	Iteration 41Q: 3 clusters Score -282814.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -282905.156250 Penalty: 3871.313232
	Iteration 42Q: 3 clusters Score -282905.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -283065.937500 Penalty: 3871.313232
	Iteration 43Q: 3 clusters Score -283065.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -283253.718750 Penalty: 3871.313232
	Iteration 44Q: 3 clusters Score -283253.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -283378.531250 Penalty: 3871.313232
	Iteration 45Q: 3 clusters Score -283378.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -283449.500000 Penalty: 3871.313232
	Iteration 46Q: 3 clusters Score -283449.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -283484.656250 Penalty: 3871.313232
	Iteration 47Q: 3 clusters Score -283484.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -283507.187500 Penalty: 3871.313232
	Iteration 48Q: 3 clusters Score -283507.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -283526.062500 Penalty: 3871.313232
	Iteration 49Q: 3 clusters Score -283526.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -283539.500000 Penalty: 3871.313232
	Iteration 50Q: 3 clusters Score -283539.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -283549.312500 Penalty: 3871.313232
	Iteration 51Q: 3 clusters Score -283549.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -283557.375000 Penalty: 3871.313232
	Iteration 52Q: 3 clusters Score -283557.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -283561.500000 Penalty: 3871.313232
	Iteration 53Q: 3 clusters Score -283561.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -283564.312500 Penalty: 3871.313232
	Iteration 54Q: 3 clusters Score -283564.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -283566.031250 Penalty: 3871.313232
	Iteration 55Q: 3 clusters Score -283566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -283567.281250 Penalty: 3871.313232
	Iteration 56Q: 3 clusters Score -283567.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -283567.875000 Penalty: 3871.313232
	Iteration 57Q: 3 clusters Score -283567.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -283567.875000 Penalty: 3871.313232
	Iteration 58F: 3 clusters Score -283567.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Entering Unmasked Estep 
Score: -209960.781250 Penalty: 1859.994263
	Iteration 0F: 2 clusters Score -209960.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -207488.734375 Penalty: 3719.988525
	Iteration 0F: 3 clusters Score -207488.7 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -208202.421875 Penalty: 3719.988525
	Iteration 1F: 3 clusters Score -208202.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -208660.062500 Penalty: 3719.988525
	Iteration 2F: 3 clusters Score -208660.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -208998.890625 Penalty: 3719.988525
	Iteration 3F: 3 clusters Score -208998.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -209268.906250 Penalty: 3719.988525
	Iteration 4F: 3 clusters Score -209268.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -209465.578125 Penalty: 3719.988525
	Iteration 5F: 3 clusters Score -209465.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -209629.437500 Penalty: 3719.988525
	Iteration 6Q: 3 clusters Score -209629.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -209746.671875 Penalty: 3719.988525
	Iteration 7Q: 3 clusters Score -209746.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -209843.453125 Penalty: 3719.988525
	Iteration 8Q: 3 clusters Score -209843.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -209927.984375 Penalty: 3719.988525
	Iteration 9Q: 3 clusters Score -209928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -209983.109375 Penalty: 3719.988525
	Iteration 10Q: 3 clusters Score -209983.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -210010.546875 Penalty: 3719.988525
	Iteration 11Q: 3 clusters Score -210010.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -210040.015625 Penalty: 3719.988525
	Iteration 12Q: 3 clusters Score -210040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -210070.656250 Penalty: 3719.988525
	Iteration 13Q: 3 clusters Score -210070.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -210122.140625 Penalty: 3719.988525
	Iteration 14Q: 3 clusters Score -210122.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -210157.406250 Penalty: 3719.988525
	Iteration 15Q: 3 clusters Score -210157.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -210188.625000 Penalty: 3719.988525
	Iteration 16Q: 3 clusters Score -210188.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -210224.937500 Penalty: 3719.988525
	Iteration 17Q: 3 clusters Score -210224.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -210257.531250 Penalty: 3719.988525
	Iteration 18Q: 3 clusters Score -210257.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -210323.187500 Penalty: 3719.988525
	Iteration 19Q: 3 clusters Score -210323.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -210371.515625 Penalty: 3719.988525
	Iteration 20F: 3 clusters Score -210371.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -210384.484375 Penalty: 3719.988525
	Iteration 21Q: 3 clusters Score -210384.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -210384.484375 Penalty: 3719.988525
	Iteration 22F: 3 clusters Score -210384.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190613 members 
Mstep: Class 2 contains 80701 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1572 members 
Mstep: Class 5 contains 60655 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53454 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19823 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53649 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245761 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213370 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117055 members 
Mstep: Class 40 contains 312 members 
Mstep: Class 41 contains 236 members 
Entering Unmasked Estep 
Score: -148075888.000000 Penalty: 142708.921875
Splitting cluster 4 changes total score from -148077040.000000 to -148075888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (60655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60655 members 
Entering Unmasked Estep 
Score: -7464803.000000 Penalty: 2731.213379
	Iteration 0F: 2 clusters Score -7464803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -7424026.500000 Penalty: 5462.426758
	Iteration 0F: 3 clusters Score -7424026 nChanged 28141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -7439769.000000 Penalty: 5462.426758
	Iteration 1F: 3 clusters Score -7439769 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -7440638.500000 Penalty: 5462.426758
	Iteration 2Q: 3 clusters Score -7440638 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -7441749.000000 Penalty: 5462.426758
	Iteration 3Q: 3 clusters Score -7441749 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -7443098.000000 Penalty: 5462.426758
	Iteration 4Q: 3 clusters Score -7443098 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -7444828.000000 Penalty: 5462.426758
	Iteration 5F: 3 clusters Score -7444828 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -7446900.000000 Penalty: 5462.426758
	Iteration 6F: 3 clusters Score -7446900 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -7449376.000000 Penalty: 5462.426758
	Iteration 7F: 3 clusters Score -7449376 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -7452054.500000 Penalty: 5462.426758
	Iteration 8F: 3 clusters Score -7452054 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -7454437.000000 Penalty: 5462.426758
	Iteration 9F: 3 clusters Score -7454437 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -7456084.000000 Penalty: 5462.426758
	Iteration 10Q: 3 clusters Score -7456084 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -7456993.500000 Penalty: 5462.426758
	Iteration 11Q: 3 clusters Score -7456994 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -7457546.500000 Penalty: 5462.426758
	Iteration 12Q: 3 clusters Score -7457546 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -7457975.000000 Penalty: 5462.426758
	Iteration 13Q: 3 clusters Score -7457975 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -7458353.500000 Penalty: 5462.426758
	Iteration 14Q: 3 clusters Score -7458354 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -7458715.000000 Penalty: 5462.426758
	Iteration 15Q: 3 clusters Score -7458715 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -7458929.000000 Penalty: 5462.426758
	Iteration 16Q: 3 clusters Score -7458929 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -7459164.000000 Penalty: 5462.426758
	Iteration 17Q: 3 clusters Score -7459164 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -7459422.500000 Penalty: 5462.426758
	Iteration 18Q: 3 clusters Score -7459422 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -7459649.000000 Penalty: 5462.426758
	Iteration 19Q: 3 clusters Score -7459649 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -7459842.000000 Penalty: 5462.426758
	Iteration 20F: 3 clusters Score -7459842 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -7459998.500000 Penalty: 5462.426758
	Iteration 21Q: 3 clusters Score -7459998 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -7460140.000000 Penalty: 5462.426758
	Iteration 22Q: 3 clusters Score -7460140 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -7460242.500000 Penalty: 5462.426758
	Iteration 23Q: 3 clusters Score -7460242 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -7460335.000000 Penalty: 5462.426758
	Iteration 24Q: 3 clusters Score -7460335 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -7460479.500000 Penalty: 5462.426758
	Iteration 25Q: 3 clusters Score -7460480 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -7460592.500000 Penalty: 5462.426758
	Iteration 26Q: 3 clusters Score -7460592 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -7460659.000000 Penalty: 5462.426758
	Iteration 27Q: 3 clusters Score -7460659 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -7460791.500000 Penalty: 5462.426758
	Iteration 28Q: 3 clusters Score -7460792 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -7460946.500000 Penalty: 5462.426758
	Iteration 29Q: 3 clusters Score -7460946 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -7461042.500000 Penalty: 5462.426758
	Iteration 30Q: 3 clusters Score -7461042 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -7461147.500000 Penalty: 5462.426758
	Iteration 31Q: 3 clusters Score -7461148 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -7461258.000000 Penalty: 5462.426758
	Iteration 32Q: 3 clusters Score -7461258 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -7461336.000000 Penalty: 5462.426758
	Iteration 33Q: 3 clusters Score -7461336 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -7461398.000000 Penalty: 5462.426758
	Iteration 34Q: 3 clusters Score -7461398 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -7461476.500000 Penalty: 5462.426758
	Iteration 35Q: 3 clusters Score -7461476 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -7461590.000000 Penalty: 5462.426758
	Iteration 36Q: 3 clusters Score -7461590 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -7461678.000000 Penalty: 5462.426758
	Iteration 37Q: 3 clusters Score -7461678 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -7461773.500000 Penalty: 5462.426758
	Iteration 38Q: 3 clusters Score -7461774 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -7461823.500000 Penalty: 5462.426758
	Iteration 39Q: 3 clusters Score -7461824 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -7461884.000000 Penalty: 5462.426758
	Iteration 40F: 3 clusters Score -7461884 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -7461934.500000 Penalty: 5462.426758
	Iteration 41Q: 3 clusters Score -7461934 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -7462005.500000 Penalty: 5462.426758
	Iteration 42Q: 3 clusters Score -7462006 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -7462046.500000 Penalty: 5462.426758
	Iteration 43Q: 3 clusters Score -7462046 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7462086 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7462086 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -7462114.000000 Penalty: 5462.426758
	Iteration 46Q: 3 clusters Score -7462114 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -7462144.500000 Penalty: 5462.426758
	Iteration 47Q: 3 clusters Score -7462144 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -7462133.500000 Penalty: 5462.426758
	Iteration 48Q: 3 clusters Score -7462134 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51319 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -7462123.000000 Penalty: 5462.426758
	Iteration 49Q: 3 clusters Score -7462123 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -7462159.500000 Penalty: 5462.426758
	Iteration 50Q: 3 clusters Score -7462160 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -7462152.500000 Penalty: 5462.426758
	Iteration 51Q: 3 clusters Score -7462152 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -7462181.000000 Penalty: 5462.426758
	Iteration 52Q: 3 clusters Score -7462181 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -7462209.000000 Penalty: 5462.426758
	Iteration 53Q: 3 clusters Score -7462209 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52046 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -7462239.000000 Penalty: 5462.426758
	Iteration 54Q: 3 clusters Score -7462239 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -7462238.000000 Penalty: 5462.426758
	Iteration 55Q: 3 clusters Score -7462238 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -7462262.500000 Penalty: 5462.426758
	Iteration 56Q: 3 clusters Score -7462262 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -7462291.500000 Penalty: 5462.426758
	Iteration 57Q: 3 clusters Score -7462292 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -7462318.500000 Penalty: 5462.426758
	Iteration 58Q: 3 clusters Score -7462318 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -7462316.000000 Penalty: 5462.426758
	Iteration 59Q: 3 clusters Score -7462316 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -7462321.500000 Penalty: 5462.426758
	Iteration 60F: 3 clusters Score -7462322 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -7462312.500000 Penalty: 5462.426758
	Iteration 61Q: 3 clusters Score -7462312 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -7462345.500000 Penalty: 5462.426758
	Iteration 62Q: 3 clusters Score -7462346 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -7462334.000000 Penalty: 5462.426758
	Iteration 63Q: 3 clusters Score -7462334 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7462352 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7462367 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7462368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -7462370.000000 Penalty: 5462.426758
	Iteration 67Q: 3 clusters Score -7462370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -7462372.500000 Penalty: 5462.426758
	Iteration 68Q: 3 clusters Score -7462372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53358 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -7462372.000000 Penalty: 5462.426758
	Iteration 69Q: 3 clusters Score -7462372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -7462363.000000 Penalty: 5462.426758
	Iteration 70Q: 3 clusters Score -7462363 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -7462370.500000 Penalty: 5462.426758
	Iteration 71Q: 3 clusters Score -7462370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -7462386.000000 Penalty: 5462.426758
	Iteration 72Q: 3 clusters Score -7462386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -7462374.000000 Penalty: 5462.426758
	Iteration 73Q: 3 clusters Score -7462374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7462372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -7462373.000000 Penalty: 5462.426758
	Iteration 75Q: 3 clusters Score -7462373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -7462387.500000 Penalty: 5462.426758
	Iteration 76Q: 3 clusters Score -7462388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7462398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -7462394.000000 Penalty: 5462.426758
	Iteration 78Q: 3 clusters Score -7462394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -7462397.500000 Penalty: 5462.426758
	Iteration 79Q: 3 clusters Score -7462398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -7462406.000000 Penalty: 5462.426758
	Iteration 80F: 3 clusters Score -7462406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -7462390.500000 Penalty: 5462.426758
	Iteration 81Q: 3 clusters Score -7462390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -7462387.000000 Penalty: 5462.426758
	Iteration 82Q: 3 clusters Score -7462387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -7462399.500000 Penalty: 5462.426758
	Iteration 83Q: 3 clusters Score -7462400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -7462407.000000 Penalty: 5462.426758
	Iteration 84Q: 3 clusters Score -7462407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -7462402.000000 Penalty: 5462.426758
	Iteration 85Q: 3 clusters Score -7462402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -7462403.000000 Penalty: 5462.426758
	Iteration 86Q: 3 clusters Score -7462403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -7462402.000000 Penalty: 5462.426758
	Iteration 87Q: 3 clusters Score -7462402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54019 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -7462391.000000 Penalty: 5462.426758
	Iteration 88Q: 3 clusters Score -7462391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -7462398.500000 Penalty: 5462.426758
	Iteration 89Q: 3 clusters Score -7462398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -7462400.000000 Penalty: 5462.426758
	Iteration 90Q: 3 clusters Score -7462400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -7462404.000000 Penalty: 5462.426758
	Iteration 91Q: 3 clusters Score -7462404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7462390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -7462401.000000 Penalty: 5462.426758
	Iteration 93Q: 3 clusters Score -7462401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -7462399.500000 Penalty: 5462.426758
	Iteration 94Q: 3 clusters Score -7462400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -7462403.000000 Penalty: 5462.426758
	Iteration 95Q: 3 clusters Score -7462403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54179 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -7462401.000000 Penalty: 5462.426758
	Iteration 96Q: 3 clusters Score -7462401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -7462386.500000 Penalty: 5462.426758
	Iteration 97Q: 3 clusters Score -7462386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -7462392.500000 Penalty: 5462.426758
	Iteration 98Q: 3 clusters Score -7462392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -7462396.500000 Penalty: 5462.426758
	Iteration 99Q: 3 clusters Score -7462396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -7462405.000000 Penalty: 5462.426758
	Iteration 100F: 3 clusters Score -7462405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -7462404.000000 Penalty: 5462.426758
	Iteration 101Q: 3 clusters Score -7462404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -7462400.500000 Penalty: 5462.426758
	Iteration 102Q: 3 clusters Score -7462400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -7462395.000000 Penalty: 5462.426758
	Iteration 103Q: 3 clusters Score -7462395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -7462400.500000 Penalty: 5462.426758
	Iteration 104Q: 3 clusters Score -7462400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -7462398.000000 Penalty: 5462.426758
	Iteration 105Q: 3 clusters Score -7462398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -7462401.000000 Penalty: 5462.426758
	Iteration 106Q: 3 clusters Score -7462401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -7462398.500000 Penalty: 5462.426758
	Iteration 107Q: 3 clusters Score -7462398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -7462403.500000 Penalty: 5462.426758
	Iteration 108Q: 3 clusters Score -7462404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -7462398.500000 Penalty: 5462.426758
	Iteration 109Q: 3 clusters Score -7462398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -7462397.500000 Penalty: 5462.426758
	Iteration 110Q: 3 clusters Score -7462398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -7462392.500000 Penalty: 5462.426758
	Iteration 111Q: 3 clusters Score -7462392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -7462394.500000 Penalty: 5462.426758
	Iteration 112Q: 3 clusters Score -7462394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -7462399.000000 Penalty: 5462.426758
	Iteration 113Q: 3 clusters Score -7462399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -7462392.000000 Penalty: 5462.426758
	Iteration 114Q: 3 clusters Score -7462392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -7462396.500000 Penalty: 5462.426758
	Iteration 115Q: 3 clusters Score -7462396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7462397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
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	Iteration 117F: 3 clusters Score -7462397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3298 members 
Entering Unmasked Estep 
Score: -376076.750000 Penalty: 2009.065674
	Iteration 0F: 2 clusters Score -376076.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -372609.312500 Penalty: 4018.131348
	Iteration 0F: 3 clusters Score -372609.3 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -373566.218750 Penalty: 4018.131348
	Iteration 1F: 3 clusters Score -373566.2 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -373941.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -374339.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -374816.406250 Penalty: 4018.131348
	Iteration 4F: 3 clusters Score -374816.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -375223.093750 Penalty: 4018.131348
	Iteration 5F: 3 clusters Score -375223.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -375448.250000 Penalty: 4018.131348
	Iteration 6F: 3 clusters Score -375448.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -375613.156250 Penalty: 4018.131348
	Iteration 7Q: 3 clusters Score -375613.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -375715.937500 Penalty: 4018.131348
	Iteration 8Q: 3 clusters Score -375715.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -375774.937500 Penalty: 4018.131348
	Iteration 9Q: 3 clusters Score -375774.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -375813.812500 Penalty: 4018.131348
	Iteration 10Q: 3 clusters Score -375813.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -375840.843750 Penalty: 4018.131348
	Iteration 11Q: 3 clusters Score -375840.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -375852.375000 Penalty: 4018.131348
	Iteration 12Q: 3 clusters Score -375852.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -375858.281250 Penalty: 4018.131348
	Iteration 13Q: 3 clusters Score -375858.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -375863.000000 Penalty: 4018.131348
	Iteration 14Q: 3 clusters Score -375863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -375867.500000 Penalty: 4018.131348
	Iteration 15Q: 3 clusters Score -375867.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -375871.875000 Penalty: 4018.131348
	Iteration 16Q: 3 clusters Score -375871.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -375874.093750 Penalty: 4018.131348
	Iteration 17Q: 3 clusters Score -375874.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -375874.562500 Penalty: 4018.131348
	Iteration 18Q: 3 clusters Score -375874.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -375874.906250 Penalty: 4018.131348
	Iteration 19Q: 3 clusters Score -375874.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -375876.218750 Penalty: 4018.131348
	Iteration 20F: 3 clusters Score -375876.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -375877.281250 Penalty: 4018.131348
	Iteration 21Q: 3 clusters Score -375877.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -375877.281250 Penalty: 4018.131348
	Iteration 22F: 3 clusters Score -375877.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -203186.531250 Penalty: 1836.864258
	Iteration 0F: 2 clusters Score -203186.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -200792.750000 Penalty: 3673.728516
	Iteration 0F: 3 clusters Score -200792.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -201155.687500 Penalty: 3673.728516
	Iteration 1F: 3 clusters Score -201155.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -201270.687500 Penalty: 3673.728516
	Iteration 2F: 3 clusters Score -201270.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -201326.203125 Penalty: 3673.728516
	Iteration 3Q: 3 clusters Score -201326.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -201355.640625 Penalty: 3673.728516
	Iteration 4Q: 3 clusters Score -201355.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -201371.218750 Penalty: 3673.728516
	Iteration 5Q: 3 clusters Score -201371.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -201384.468750 Penalty: 3673.728516
	Iteration 6Q: 3 clusters Score -201384.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -201394.734375 Penalty: 3673.728516
	Iteration 7Q: 3 clusters Score -201394.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -201406.109375 Penalty: 3673.728516
	Iteration 8Q: 3 clusters Score -201406.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -201412.812500 Penalty: 3673.728516
	Iteration 9Q: 3 clusters Score -201412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -201415.531250 Penalty: 3673.728516
	Iteration 10Q: 3 clusters Score -201415.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -201417.687500 Penalty: 3673.728516
	Iteration 11Q: 3 clusters Score -201417.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -201422.078125 Penalty: 3673.728516
	Iteration 12Q: 3 clusters Score -201422.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -201425.046875 Penalty: 3673.728516
	Iteration 13Q: 3 clusters Score -201425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -201426.687500 Penalty: 3673.728516
	Iteration 14Q: 3 clusters Score -201426.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -201428.078125 Penalty: 3673.728516
	Iteration 15Q: 3 clusters Score -201428.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -201429.296875 Penalty: 3673.728516
	Iteration 16Q: 3 clusters Score -201429.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -201430.296875 Penalty: 3673.728516
	Iteration 17Q: 3 clusters Score -201430.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -201430.296875 Penalty: 3673.728516
	Iteration 18F: 3 clusters Score -201430.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Entering Unmasked Estep 
Score: -4876814.000000 Penalty: 2632.091064
	Iteration 0F: 2 clusters Score -4876814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -4849203.000000 Penalty: 5264.182129
	Iteration 0F: 3 clusters Score -4849203 nChanged 18667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -4859510.500000 Penalty: 5264.182129
	Iteration 1F: 3 clusters Score -4859510 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -4860223.000000 Penalty: 5264.182129
	Iteration 2Q: 3 clusters Score -4860223 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -4860999.000000 Penalty: 5264.182129
	Iteration 3Q: 3 clusters Score -4860999 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -4861877.000000 Penalty: 5264.182129
	Iteration 4Q: 3 clusters Score -4861877 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -4862999.000000 Penalty: 5264.182129
	Iteration 5F: 3 clusters Score -4862999 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -4864189.000000 Penalty: 5264.182129
	Iteration 6F: 3 clusters Score -4864189 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -4865376.500000 Penalty: 5264.182129
	Iteration 7F: 3 clusters Score -4865376 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -4866543.500000 Penalty: 5264.182129
	Iteration 8F: 3 clusters Score -4866544 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -4867735.000000 Penalty: 5264.182129
	Iteration 9F: 3 clusters Score -4867735 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -4868802.500000 Penalty: 5264.182129
	Iteration 10Q: 3 clusters Score -4868802 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -4869721.000000 Penalty: 5264.182129
	Iteration 11Q: 3 clusters Score -4869721 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -4870614.000000 Penalty: 5264.182129
	Iteration 12Q: 3 clusters Score -4870614 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -4871380.000000 Penalty: 5264.182129
	Iteration 13Q: 3 clusters Score -4871380 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -4872017.000000 Penalty: 5264.182129
	Iteration 14Q: 3 clusters Score -4872017 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -4872619.500000 Penalty: 5264.182129
	Iteration 15Q: 3 clusters Score -4872620 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -4873116.500000 Penalty: 5264.182129
	Iteration 16Q: 3 clusters Score -4873116 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -4873461.500000 Penalty: 5264.182129
	Iteration 17Q: 3 clusters Score -4873462 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -4873669.000000 Penalty: 5264.182129
	Iteration 18Q: 3 clusters Score -4873669 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4873847.500000 Penalty: 5264.182129
	Iteration 19Q: 3 clusters Score -4873848 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -4873949.000000 Penalty: 5264.182129
	Iteration 20F: 3 clusters Score -4873949 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -4874015.500000 Penalty: 5264.182129
	Iteration 21Q: 3 clusters Score -4874016 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -4874052.500000 Penalty: 5264.182129
	Iteration 22Q: 3 clusters Score -4874052 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -4874068.500000 Penalty: 5264.182129
	Iteration 23Q: 3 clusters Score -4874068 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -4874098.500000 Penalty: 5264.182129
	Iteration 24Q: 3 clusters Score -4874098 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -4874116.000000 Penalty: 5264.182129
	Iteration 25Q: 3 clusters Score -4874116 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -4874134.000000 Penalty: 5264.182129
	Iteration 26Q: 3 clusters Score -4874134 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -4874164.000000 Penalty: 5264.182129
	Iteration 27Q: 3 clusters Score -4874164 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -4874167.000000 Penalty: 5264.182129
	Iteration 28Q: 3 clusters Score -4874167 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -4874177.500000 Penalty: 5264.182129
	Iteration 29Q: 3 clusters Score -4874178 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -4874191.000000 Penalty: 5264.182129
	Iteration 30Q: 3 clusters Score -4874191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -4874176.000000 Penalty: 5264.182129
	Iteration 31Q: 3 clusters Score -4874176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -4874186.500000 Penalty: 5264.182129
	Iteration 32Q: 3 clusters Score -4874186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -4874185.000000 Penalty: 5264.182129
	Iteration 33Q: 3 clusters Score -4874185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -4874180.000000 Penalty: 5264.182129
	Iteration 34Q: 3 clusters Score -4874180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -4874182.000000 Penalty: 5264.182129
	Iteration 35Q: 3 clusters Score -4874182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -4874180.500000 Penalty: 5264.182129
	Iteration 36Q: 3 clusters Score -4874180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -4874187.000000 Penalty: 5264.182129
	Iteration 37Q: 3 clusters Score -4874187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -4874189.000000 Penalty: 5264.182129
	Iteration 38Q: 3 clusters Score -4874189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -4874186.500000 Penalty: 5264.182129
	Iteration 39Q: 3 clusters Score -4874186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -4874187.000000 Penalty: 5264.182129
	Iteration 40F: 3 clusters Score -4874187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -4874192.000000 Penalty: 5264.182129
	Iteration 41Q: 3 clusters Score -4874192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -4874199.500000 Penalty: 5264.182129
	Iteration 42Q: 3 clusters Score -4874200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -4874200.500000 Penalty: 5264.182129
	Iteration 43Q: 3 clusters Score -4874200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -4874196.000000 Penalty: 5264.182129
	Iteration 44Q: 3 clusters Score -4874196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4874197.000000 Penalty: 5264.182129
	Iteration 45Q: 3 clusters Score -4874197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -4874199.000000 Penalty: 5264.182129
	Iteration 46Q: 3 clusters Score -4874199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -4874193.000000 Penalty: 5264.182129
	Iteration 47Q: 3 clusters Score -4874193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -4874199.500000 Penalty: 5264.182129
	Iteration 48Q: 3 clusters Score -4874200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -4874208.000000 Penalty: 5264.182129
	Iteration 49Q: 3 clusters Score -4874208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -4874205.500000 Penalty: 5264.182129
	Iteration 50Q: 3 clusters Score -4874206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -4874201.500000 Penalty: 5264.182129
	Iteration 51Q: 3 clusters Score -4874202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -4874203.500000 Penalty: 5264.182129
	Iteration 52Q: 3 clusters Score -4874204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -4874202.000000 Penalty: 5264.182129
	Iteration 53Q: 3 clusters Score -4874202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -4874196.000000 Penalty: 5264.182129
	Iteration 54Q: 3 clusters Score -4874196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -4874207.500000 Penalty: 5264.182129
	Iteration 55Q: 3 clusters Score -4874208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -4874208.000000 Penalty: 5264.182129
	Iteration 56Q: 3 clusters Score -4874208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -4874206.000000 Penalty: 5264.182129
	Iteration 57Q: 3 clusters Score -4874206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -4874208.000000 Penalty: 5264.182129
	Iteration 58Q: 3 clusters Score -4874208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -4874209.000000 Penalty: 5264.182129
	Iteration 59Q: 3 clusters Score -4874209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -4874208.500000 Penalty: 5264.182129
	Iteration 60F: 3 clusters Score -4874208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -4874209.500000 Penalty: 5264.182129
	Iteration 61Q: 3 clusters Score -4874210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -4874205.500000 Penalty: 5264.182129
	Iteration 62Q: 3 clusters Score -4874206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -4874203.000000 Penalty: 5264.182129
	Iteration 63Q: 3 clusters Score -4874203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -4874204.500000 Penalty: 5264.182129
	Iteration 64Q: 3 clusters Score -4874204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4874199 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4874202 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4874203 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4874204 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4874204 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36684 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4874201 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4874204 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4874199 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4874202 nChanged 23
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Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4874208 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4874206 nChanged 35
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Mstep: Class 1 contains 36799 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4874209 nChanged 27
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Mstep: Class 1 contains 36822 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4874218 nChanged 21
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Mstep: Class 1 contains 36843 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4874229 nChanged 28
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Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4874235 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36896 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4874242 nChanged 30
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Mstep: Class 1 contains 36924 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4874238 nChanged 25
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Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4874237 nChanged 24
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Mstep: Class 1 contains 36969 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4874238 nChanged 16
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Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4874240 nChanged 21
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Mstep: Class 1 contains 37004 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4874245 nChanged 24
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Mstep: Class 1 contains 37028 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4874244 nChanged 27
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Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4874245 nChanged 18
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Mstep: Class 1 contains 37073 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4874248 nChanged 13
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Mstep: Class 1 contains 37086 members 
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	Iteration 90Q: 3 clusters Score -4874261 nChanged 10
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Mstep: Class 1 contains 37096 members 
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	Iteration 91Q: 3 clusters Score -4874258 nChanged 13
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Mstep: Class 1 contains 37109 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4874254 nChanged 12
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Mstep: Class 1 contains 37121 members 
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	Iteration 93Q: 3 clusters Score -4874256 nChanged 16
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Mstep: Class 1 contains 37137 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4874269 nChanged 22
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Mstep: Class 1 contains 37157 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4874274 nChanged 34
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Mstep: Class 1 contains 37189 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4874280 nChanged 34
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Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4874277 nChanged 49
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Mstep: Class 1 contains 37270 members 
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	Iteration 98Q: 3 clusters Score -4874276 nChanged 47
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Mstep: Class 1 contains 37315 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4874284 nChanged 56
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Mstep: Class 1 contains 37369 members 
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	Iteration 100F: 3 clusters Score -4874278 nChanged 60
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Mstep: Class 1 contains 37427 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4874294 nChanged 62
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Mstep: Class 1 contains 37489 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4874319 nChanged 60
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Mstep: Class 1 contains 37545 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4874318 nChanged 41
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Mstep: Class 1 contains 37586 members 
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	Iteration 104Q: 3 clusters Score -4874325 nChanged 48
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Mstep: Class 1 contains 37632 members 
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	Iteration 105Q: 3 clusters Score -4874329 nChanged 39
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Mstep: Class 1 contains 37671 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4874336 nChanged 51
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	Iteration 107Q: 3 clusters Score -4874336 nChanged 49
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Mstep: Class 1 contains 37771 members 
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	Iteration 108Q: 3 clusters Score -4874342 nChanged 46
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Mstep: Class 1 contains 37815 members 
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	Iteration 109Q: 3 clusters Score -4874350 nChanged 51
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Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 2807 members 
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	Iteration 110Q: 3 clusters Score -4874364 nChanged 51
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Mstep: Class 1 contains 37915 members 
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	Iteration 111Q: 3 clusters Score -4874387 nChanged 57
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Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 2705 members 
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	Iteration 112Q: 3 clusters Score -4874418 nChanged 73
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Mstep: Class 1 contains 38035 members 
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	Iteration 113Q: 3 clusters Score -4874441 nChanged 90
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Mstep: Class 1 contains 38121 members 
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	Iteration 114Q: 3 clusters Score -4874452 nChanged 82
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Mstep: Class 1 contains 38203 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4874474 nChanged 61
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Mstep: Class 1 contains 38264 members 
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	Iteration 116Q: 3 clusters Score -4874496 nChanged 65
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Mstep: Class 1 contains 38329 members 
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	Iteration 117Q: 3 clusters Score -4874512 nChanged 61
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Mstep: Class 1 contains 38388 members 
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	Iteration 118Q: 3 clusters Score -4874530 nChanged 66
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Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 2219 members 
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	Iteration 119Q: 3 clusters Score -4874556 nChanged 67
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Mstep: Class 1 contains 38519 members 
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	Iteration 120F: 3 clusters Score -4874577 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38563 members 
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	Iteration 121Q: 3 clusters Score -4874589 nChanged 56
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Mstep: Class 1 contains 38615 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4874610 nChanged 55
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Mstep: Class 1 contains 38670 members 
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	Iteration 123Q: 3 clusters Score -4874620 nChanged 42
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Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 1963 members 
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	Iteration 124Q: 3 clusters Score -4874630 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4874644 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 1892 members 
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	Iteration 126Q: 3 clusters Score -4874655 nChanged 28
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Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 1866 members 
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	Iteration 127Q: 3 clusters Score -4874655 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38828 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4874664 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38854 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4874670 nChanged 37
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Mstep: Class 1 contains 38885 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4874686 nChanged 32
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Mstep: Class 1 contains 38913 members 
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Entering Unmasked Estep 
Score: -4874705.000000 Penalty: 5264.182129
	Iteration 131Q: 3 clusters Score -4874705 nChanged 30
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Mstep: Class 1 contains 38941 members 
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	Iteration 132Q: 3 clusters Score -4874707 nChanged 23
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Mstep: Class 1 contains 38960 members 
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Entering Unmasked Estep 
Score: -4874716.500000 Penalty: 5264.182129
	Iteration 133Q: 3 clusters Score -4874716 nChanged 25
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Mstep: Class 1 contains 38983 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4874723 nChanged 15
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Mstep: Class 1 contains 38996 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4874720 nChanged 18
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Mstep: Class 1 contains 39014 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -4874734 nChanged 12
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Mstep: Class 1 contains 39024 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -4874740 nChanged 10
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Mstep: Class 1 contains 39032 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4874739 nChanged 9
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	Iteration 139Q: 3 clusters Score -4874741 nChanged 9
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Mstep: Class 1 contains 39048 members 
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Entering Unmasked Estep 
Score: -4874735.000000 Penalty: 5264.182129
	Iteration 140F: 3 clusters Score -4874735 nChanged 13
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4874749 nChanged 11
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	Iteration 142Q: 3 clusters Score -4874748 nChanged 11
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	Iteration 143Q: 3 clusters Score -4874748 nChanged 4
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Mstep: Class 1 contains 39071 members 
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	Iteration 144Q: 3 clusters Score -4874748 nChanged 5
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	Iteration 145Q: 3 clusters Score -4874752 nChanged 4
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Mstep: Class 1 contains 39076 members 
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	Iteration 146Q: 3 clusters Score -4874752 nChanged 5
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Mstep: Class 1 contains 39079 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4874756 nChanged 5
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	Iteration 148Q: 3 clusters Score -4874752 nChanged 4
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	Iteration 149Q: 3 clusters Score -4874755 nChanged 4
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	Iteration 150Q: 3 clusters Score -4874752 nChanged 4
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	Iteration 151Q: 3 clusters Score -4874757 nChanged 5
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	Iteration 152Q: 3 clusters Score -4874755 nChanged 6
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Mstep: Class 1 contains 39107 members 
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	Iteration 153Q: 3 clusters Score -4874754 nChanged 10
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	Iteration 154Q: 3 clusters Score -4874760 nChanged 9
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	Iteration 155Q: 3 clusters Score -4874758 nChanged 11
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -4874760 nChanged 17
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -4874768 nChanged 13
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -4874766 nChanged 14
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Entering Unmasked Estep 
Score: -4874774.000000 Penalty: 5264.182129
	Iteration 159Q: 3 clusters Score -4874774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -4874786.000000 Penalty: 5264.182129
	Iteration 160F: 3 clusters Score -4874786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4874777.000000 Penalty: 5264.182129
	Iteration 161Q: 3 clusters Score -4874777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4874786.500000 Penalty: 5264.182129
	Iteration 162Q: 3 clusters Score -4874786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4874784.500000 Penalty: 5264.182129
	Iteration 163Q: 3 clusters Score -4874784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4874787.500000 Penalty: 5264.182129
	Iteration 164Q: 3 clusters Score -4874788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4874787.000000 Penalty: 5264.182129
	Iteration 165Q: 3 clusters Score -4874787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4874797.000000 Penalty: 5264.182129
	Iteration 166Q: 3 clusters Score -4874797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4874801.500000 Penalty: 5264.182129
	Iteration 167Q: 3 clusters Score -4874802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4874811.000000 Penalty: 5264.182129
	Iteration 168Q: 3 clusters Score -4874811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4874819.000000 Penalty: 5264.182129
	Iteration 169Q: 3 clusters Score -4874819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4874813.000000 Penalty: 5264.182129
	Iteration 170Q: 3 clusters Score -4874813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4874819.000000 Penalty: 5264.182129
	Iteration 171Q: 3 clusters Score -4874819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4874817.000000 Penalty: 5264.182129
	Iteration 172Q: 3 clusters Score -4874817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4874824.500000 Penalty: 5264.182129
	Iteration 173Q: 3 clusters Score -4874824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4874835.500000 Penalty: 5264.182129
	Iteration 174Q: 3 clusters Score -4874836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4874842.000000 Penalty: 5264.182129
	Iteration 175Q: 3 clusters Score -4874842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4874844.000000 Penalty: 5264.182129
	Iteration 176Q: 3 clusters Score -4874844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4874846.500000 Penalty: 5264.182129
	Iteration 177Q: 3 clusters Score -4874846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4874846.500000 Penalty: 5264.182129
	Iteration 178Q: 3 clusters Score -4874846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4874844.500000 Penalty: 5264.182129
	Iteration 179Q: 3 clusters Score -4874844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4874848.000000 Penalty: 5264.182129
	Iteration 180F: 3 clusters Score -4874848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4874853.000000 Penalty: 5264.182129
	Iteration 181Q: 3 clusters Score -4874853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4874856.500000 Penalty: 5264.182129
	Iteration 182Q: 3 clusters Score -4874856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4874854.000000 Penalty: 5264.182129
	Iteration 183Q: 3 clusters Score -4874854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4874856.000000 Penalty: 5264.182129
	Iteration 184Q: 3 clusters Score -4874856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4874856.000000 Penalty: 5264.182129
	Iteration 185Q: 3 clusters Score -4874856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4874856.000000 Penalty: 5264.182129
	Iteration 186F: 3 clusters Score -4874856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -44580.449219 Penalty: 1534.689453
	Iteration 0F: 2 clusters Score -44580.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43134.097656 Penalty: 3069.378906
	Iteration 0F: 3 clusters Score -43134.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43393.988281 Penalty: 3069.378906
	Iteration 1F: 3 clusters Score -43393.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43552.628906 Penalty: 3069.378906
	Iteration 2F: 3 clusters Score -43552.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43645.835938 Penalty: 3069.378906
	Iteration 3Q: 3 clusters Score -43645.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43754.148438 Penalty: 3069.378906
	Iteration 4Q: 3 clusters Score -43754.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43833.398438 Penalty: 3069.378906
	Iteration 5Q: 3 clusters Score -43833.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43908.289062 Penalty: 3069.378906
	Iteration 6Q: 3 clusters Score -43908.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43958.183594 Penalty: 3069.378906
	Iteration 7Q: 3 clusters Score -43958.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44002.195312 Penalty: 3069.378906
	Iteration 8Q: 3 clusters Score -44002.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44032.296875 Penalty: 3069.378906
	Iteration 9Q: 3 clusters Score -44032.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44054.054688 Penalty: 3069.378906
	Iteration 10Q: 3 clusters Score -44054.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44097.980469 Penalty: 3069.378906
	Iteration 11Q: 3 clusters Score -44097.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44124.113281 Penalty: 3069.378906
	Iteration 12Q: 3 clusters Score -44124.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44159.906250 Penalty: 3069.378906
	Iteration 13Q: 3 clusters Score -44159.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44197.925781 Penalty: 3069.378906
	Iteration 14Q: 3 clusters Score -44197.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44234.101562 Penalty: 3069.378906
	Iteration 15Q: 3 clusters Score -44234.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44250.894531 Penalty: 3069.378906
	Iteration 16Q: 3 clusters Score -44250.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44296.699219 Penalty: 3069.378906
	Iteration 17Q: 3 clusters Score -44296.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44332.449219 Penalty: 3069.378906
	Iteration 18Q: 3 clusters Score -44332.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -44394.542969 Penalty: 3069.378906
	Iteration 19Q: 3 clusters Score -44394.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44607.695312 Penalty: 3069.378906
	Iteration 20F: 3 clusters Score -44607.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -44686.507812 Penalty: 3069.378906
	Iteration 21Q: 3 clusters Score -44686.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -45096.058594 Penalty: 3069.378906
	Iteration 22Q: 3 clusters Score -45096.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45135.187500 Penalty: 3069.378906
	Iteration 23Q: 3 clusters Score -45135.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -45141.253906 Penalty: 3069.378906
	Iteration 24Q: 3 clusters Score -45141.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -45141.253906 Penalty: 3069.378906
	Iteration 25F: 3 clusters Score -45141.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190613 members 
Mstep: Class 2 contains 80701 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60655 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 190 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53454 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19823 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53649 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245761 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213370 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117055 members 
Mstep: Class 40 contains 312 members 
Mstep: Class 41 contains 297 members 
Entering Unmasked Estep 
Score: -148075472.000000 Penalty: 142708.921875
Splitting cluster 9 changes total score from -148077040.000000 to -148075472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (33166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Entering Unmasked Estep 
Score: -3977016.500000 Penalty: 2581.501709
	Iteration 0F: 2 clusters Score -3977016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -3954478.500000 Penalty: 5163.003418
	Iteration 0F: 3 clusters Score -3954478 nChanged 14962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -3963075.750000 Penalty: 5163.003418
	Iteration 1F: 3 clusters Score -3963076 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3963962.500000 Penalty: 5163.003418
	Iteration 2F: 3 clusters Score -3963962 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3964918.500000 Penalty: 5163.003418
	Iteration 3F: 3 clusters Score -3964918 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -3965896.250000 Penalty: 5163.003418
	Iteration 4F: 3 clusters Score -3965896 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -3966872.000000 Penalty: 5163.003418
	Iteration 5F: 3 clusters Score -3966872 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -3967765.000000 Penalty: 5163.003418
	Iteration 6F: 3 clusters Score -3967765 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -3968687.750000 Penalty: 5163.003418
	Iteration 7Q: 3 clusters Score -3968688 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -3969664.750000 Penalty: 5163.003418
	Iteration 8Q: 3 clusters Score -3969665 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -3970704.000000 Penalty: 5163.003418
	Iteration 9Q: 3 clusters Score -3970704 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -3971612.750000 Penalty: 5163.003418
	Iteration 10Q: 3 clusters Score -3971613 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -3972502.750000 Penalty: 5163.003418
	Iteration 11Q: 3 clusters Score -3972503 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -3973257.500000 Penalty: 5163.003418
	Iteration 12Q: 3 clusters Score -3973258 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3973921.000000 Penalty: 5163.003418
	Iteration 13Q: 3 clusters Score -3973921 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3974485.750000 Penalty: 5163.003418
	Iteration 14Q: 3 clusters Score -3974486 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3974878.250000 Penalty: 5163.003418
	Iteration 15Q: 3 clusters Score -3974878 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3975152.500000 Penalty: 5163.003418
	Iteration 16Q: 3 clusters Score -3975152 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3975376.500000 Penalty: 5163.003418
	Iteration 17Q: 3 clusters Score -3975376 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3975495.250000 Penalty: 5163.003418
	Iteration 18Q: 3 clusters Score -3975495 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -3975589.500000 Penalty: 5163.003418
	Iteration 19Q: 3 clusters Score -3975590 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3975640.250000 Penalty: 5163.003418
	Iteration 20F: 3 clusters Score -3975640 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3975680.250000 Penalty: 5163.003418
	Iteration 21Q: 3 clusters Score -3975680 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3975694.750000 Penalty: 5163.003418
	Iteration 22Q: 3 clusters Score -3975695 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3975694.500000 Penalty: 5163.003418
	Iteration 23Q: 3 clusters Score -3975694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -3975704.250000 Penalty: 5163.003418
	Iteration 24Q: 3 clusters Score -3975704 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3975709.250000 Penalty: 5163.003418
	Iteration 25Q: 3 clusters Score -3975709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3975716.750000 Penalty: 5163.003418
	Iteration 26Q: 3 clusters Score -3975717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3975719.000000 Penalty: 5163.003418
	Iteration 27Q: 3 clusters Score -3975719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3975726.000000 Penalty: 5163.003418
	Iteration 28Q: 3 clusters Score -3975726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3975732.250000 Penalty: 5163.003418
	Iteration 29Q: 3 clusters Score -3975732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3975736.500000 Penalty: 5163.003418
	Iteration 30Q: 3 clusters Score -3975736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3975732.500000 Penalty: 5163.003418
	Iteration 31Q: 3 clusters Score -3975732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3975739.750000 Penalty: 5163.003418
	Iteration 32Q: 3 clusters Score -3975740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3975741.000000 Penalty: 5163.003418
	Iteration 33Q: 3 clusters Score -3975741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3975742.250000 Penalty: 5163.003418
	Iteration 34Q: 3 clusters Score -3975742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3975746.750000 Penalty: 5163.003418
	Iteration 35Q: 3 clusters Score -3975747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3975744.750000 Penalty: 5163.003418
	Iteration 36Q: 3 clusters Score -3975745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -3975744.750000 Penalty: 5163.003418
	Iteration 37F: 3 clusters Score -3975745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Entering Unmasked Estep 
Score: -1036365.000000 Penalty: 2252.208008
	Iteration 0F: 2 clusters Score -1036365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1029454.500000 Penalty: 4504.416016
	Iteration 0F: 3 clusters Score -1029454 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1031377.250000 Penalty: 4504.416016
	Iteration 1F: 3 clusters Score -1031377 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1031701.937500 Penalty: 4504.416016
	Iteration 2F: 3 clusters Score -1031702 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1032112.812500 Penalty: 4504.416016
	Iteration 3F: 3 clusters Score -1032113 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1032665.875000 Penalty: 4504.416016
	Iteration 4F: 3 clusters Score -1032666 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1033267.000000 Penalty: 4504.416016
	Iteration 5F: 3 clusters Score -1033267 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1033828.750000 Penalty: 4504.416016
	Iteration 6F: 3 clusters Score -1033829 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1034273.937500 Penalty: 4504.416016
	Iteration 7F: 3 clusters Score -1034274 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1034584.187500 Penalty: 4504.416016
	Iteration 8F: 3 clusters Score -1034584 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1034794.062500 Penalty: 4504.416016
	Iteration 9Q: 3 clusters Score -1034794 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1034949.687500 Penalty: 4504.416016
	Iteration 10Q: 3 clusters Score -1034950 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1035044.000000 Penalty: 4504.416016
	Iteration 11Q: 3 clusters Score -1035044 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1035105.375000 Penalty: 4504.416016
	Iteration 12Q: 3 clusters Score -1035105 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1035155.812500 Penalty: 4504.416016
	Iteration 13Q: 3 clusters Score -1035156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1035185.562500 Penalty: 4504.416016
	Iteration 14Q: 3 clusters Score -1035186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1035208.875000 Penalty: 4504.416016
	Iteration 15Q: 3 clusters Score -1035209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1035221.937500 Penalty: 4504.416016
	Iteration 16Q: 3 clusters Score -1035222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1035232.812500 Penalty: 4504.416016
	Iteration 17Q: 3 clusters Score -1035233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1035241.750000 Penalty: 4504.416016
	Iteration 18Q: 3 clusters Score -1035242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1035251.000000 Penalty: 4504.416016
	Iteration 19Q: 3 clusters Score -1035251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1035257.625000 Penalty: 4504.416016
	Iteration 20F: 3 clusters Score -1035258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1035266.937500 Penalty: 4504.416016
	Iteration 21Q: 3 clusters Score -1035267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1035276.062500 Penalty: 4504.416016
	Iteration 22Q: 3 clusters Score -1035276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1035288.187500 Penalty: 4504.416016
	Iteration 23Q: 3 clusters Score -1035288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1035302.750000 Penalty: 4504.416016
	Iteration 24Q: 3 clusters Score -1035303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1035311.500000 Penalty: 4504.416016
	Iteration 25Q: 3 clusters Score -1035312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1035317.250000 Penalty: 4504.416016
	Iteration 26Q: 3 clusters Score -1035317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1035321.937500 Penalty: 4504.416016
	Iteration 27Q: 3 clusters Score -1035322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1035327.000000 Penalty: 4504.416016
	Iteration 28Q: 3 clusters Score -1035327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1035327.875000 Penalty: 4504.416016
	Iteration 29Q: 3 clusters Score -1035328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1035330.125000 Penalty: 4504.416016
	Iteration 30Q: 3 clusters Score -1035330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1035332.937500 Penalty: 4504.416016
	Iteration 31Q: 3 clusters Score -1035333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1035337.812500 Penalty: 4504.416016
	Iteration 32Q: 3 clusters Score -1035338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1035339.812500 Penalty: 4504.416016
	Iteration 33Q: 3 clusters Score -1035340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1035341.437500 Penalty: 4504.416016
	Iteration 34Q: 3 clusters Score -1035341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1035342.437500 Penalty: 4504.416016
	Iteration 35Q: 3 clusters Score -1035342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1035343.562500 Penalty: 4504.416016
	Iteration 36Q: 3 clusters Score -1035344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1035342.312500 Penalty: 4504.416016
	Iteration 37Q: 3 clusters Score -1035342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1035342.562500 Penalty: 4504.416016
	Iteration 38Q: 3 clusters Score -1035343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1035342.562500 Penalty: 4504.416016
	Iteration 39F: 3 clusters Score -1035343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Entering Unmasked Estep 
Score: -2554332.250000 Penalty: 2473.942627
	Iteration 0F: 2 clusters Score -2554332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2539300.000000 Penalty: 4947.885254
	Iteration 0F: 3 clusters Score -2539300 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2544464.750000 Penalty: 4947.885254
	Iteration 1F: 3 clusters Score -2544465 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2544927.000000 Penalty: 4947.885254
	Iteration 2F: 3 clusters Score -2544927 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2545355.000000 Penalty: 4947.885254
	Iteration 3Q: 3 clusters Score -2545355 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2545815.000000 Penalty: 4947.885254
	Iteration 4Q: 3 clusters Score -2545815 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2546335.000000 Penalty: 4947.885254
	Iteration 5Q: 3 clusters Score -2546335 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2546930.500000 Penalty: 4947.885254
	Iteration 6Q: 3 clusters Score -2546930 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2547560.250000 Penalty: 4947.885254
	Iteration 7F: 3 clusters Score -2547560 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2548220.500000 Penalty: 4947.885254
	Iteration 8F: 3 clusters Score -2548220 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2548866.750000 Penalty: 4947.885254
	Iteration 9Q: 3 clusters Score -2548867 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -2549434.250000 Penalty: 4947.885254
	Iteration 10Q: 3 clusters Score -2549434 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2549934.500000 Penalty: 4947.885254
	Iteration 11Q: 3 clusters Score -2549934 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2550327.250000 Penalty: 4947.885254
	Iteration 12Q: 3 clusters Score -2550327 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2550629.750000 Penalty: 4947.885254
	Iteration 13Q: 3 clusters Score -2550630 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2550906.750000 Penalty: 4947.885254
	Iteration 14Q: 3 clusters Score -2550907 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2551114.000000 Penalty: 4947.885254
	Iteration 15Q: 3 clusters Score -2551114 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2551263.750000 Penalty: 4947.885254
	Iteration 16Q: 3 clusters Score -2551264 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2551368.250000 Penalty: 4947.885254
	Iteration 17Q: 3 clusters Score -2551368 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -2551467.000000 Penalty: 4947.885254
	Iteration 18Q: 3 clusters Score -2551467 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2551538.500000 Penalty: 4947.885254
	Iteration 19Q: 3 clusters Score -2551538 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2551607.500000 Penalty: 4947.885254
	Iteration 20F: 3 clusters Score -2551608 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2551643.250000 Penalty: 4947.885254
	Iteration 21Q: 3 clusters Score -2551643 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2551693.750000 Penalty: 4947.885254
	Iteration 22Q: 3 clusters Score -2551694 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2551730.750000 Penalty: 4947.885254
	Iteration 23Q: 3 clusters Score -2551731 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2551771.250000 Penalty: 4947.885254
	Iteration 24Q: 3 clusters Score -2551771 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2551805.000000 Penalty: 4947.885254
	Iteration 25Q: 3 clusters Score -2551805 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2551827.250000 Penalty: 4947.885254
	Iteration 26Q: 3 clusters Score -2551827 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2551869.250000 Penalty: 4947.885254
	Iteration 27Q: 3 clusters Score -2551869 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -2551885.750000 Penalty: 4947.885254
	Iteration 28Q: 3 clusters Score -2551886 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2551910.250000 Penalty: 4947.885254
	Iteration 29Q: 3 clusters Score -2551910 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2551937.500000 Penalty: 4947.885254
	Iteration 30Q: 3 clusters Score -2551938 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2551954.500000 Penalty: 4947.885254
	Iteration 31Q: 3 clusters Score -2551954 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2551985.500000 Penalty: 4947.885254
	Iteration 32Q: 3 clusters Score -2551986 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2552007.000000 Penalty: 4947.885254
	Iteration 33Q: 3 clusters Score -2552007 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2552039.500000 Penalty: 4947.885254
	Iteration 34Q: 3 clusters Score -2552040 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2552054.750000 Penalty: 4947.885254
	Iteration 35Q: 3 clusters Score -2552055 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2552057.500000 Penalty: 4947.885254
	Iteration 36Q: 3 clusters Score -2552058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2552079.250000 Penalty: 4947.885254
	Iteration 37Q: 3 clusters Score -2552079 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2552090.500000 Penalty: 4947.885254
	Iteration 38Q: 3 clusters Score -2552090 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2552098.250000 Penalty: 4947.885254
	Iteration 39Q: 3 clusters Score -2552098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2552121.250000 Penalty: 4947.885254
	Iteration 40F: 3 clusters Score -2552121 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2552121.750000 Penalty: 4947.885254
	Iteration 41Q: 3 clusters Score -2552122 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2552122.000000 Penalty: 4947.885254
	Iteration 42Q: 3 clusters Score -2552122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2552135.750000 Penalty: 4947.885254
	Iteration 43Q: 3 clusters Score -2552136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2552134.500000 Penalty: 4947.885254
	Iteration 44Q: 3 clusters Score -2552134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2552138.250000 Penalty: 4947.885254
	Iteration 45Q: 3 clusters Score -2552138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2552140.750000 Penalty: 4947.885254
	Iteration 46Q: 3 clusters Score -2552141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -2552151.000000 Penalty: 4947.885254
	Iteration 47Q: 3 clusters Score -2552151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2552154.250000 Penalty: 4947.885254
	Iteration 48Q: 3 clusters Score -2552154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2552155.000000 Penalty: 4947.885254
	Iteration 49Q: 3 clusters Score -2552155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2552162.750000 Penalty: 4947.885254
	Iteration 50Q: 3 clusters Score -2552163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -2552175.000000 Penalty: 4947.885254
	Iteration 51Q: 3 clusters Score -2552175 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2552179.500000 Penalty: 4947.885254
	Iteration 52Q: 3 clusters Score -2552180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2552177.500000 Penalty: 4947.885254
	Iteration 53Q: 3 clusters Score -2552178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -2552185.750000 Penalty: 4947.885254
	Iteration 54Q: 3 clusters Score -2552186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2552187.750000 Penalty: 4947.885254
	Iteration 55Q: 3 clusters Score -2552188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2552189.500000 Penalty: 4947.885254
	Iteration 56Q: 3 clusters Score -2552190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2552190.000000 Penalty: 4947.885254
	Iteration 57Q: 3 clusters Score -2552190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2552198.000000 Penalty: 4947.885254
	Iteration 58Q: 3 clusters Score -2552198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -2552204.500000 Penalty: 4947.885254
	Iteration 59Q: 3 clusters Score -2552204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2552200.750000 Penalty: 4947.885254
	Iteration 60F: 3 clusters Score -2552201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2552204.750000 Penalty: 4947.885254
	Iteration 61Q: 3 clusters Score -2552205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -2552205.750000 Penalty: 4947.885254
	Iteration 62Q: 3 clusters Score -2552206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2552200.000000 Penalty: 4947.885254
	Iteration 63Q: 3 clusters Score -2552200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2552197.250000 Penalty: 4947.885254
	Iteration 64Q: 3 clusters Score -2552197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2552200.000000 Penalty: 4947.885254
	Iteration 65Q: 3 clusters Score -2552200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2552208.500000 Penalty: 4947.885254
	Iteration 66Q: 3 clusters Score -2552208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2552210.000000 Penalty: 4947.885254
	Iteration 67Q: 3 clusters Score -2552210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2552214.000000 Penalty: 4947.885254
	Iteration 68Q: 3 clusters Score -2552214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2552208.750000 Penalty: 4947.885254
	Iteration 69Q: 3 clusters Score -2552209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2552212.000000 Penalty: 4947.885254
	Iteration 70Q: 3 clusters Score -2552212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2552207.750000 Penalty: 4947.885254
	Iteration 71Q: 3 clusters Score -2552208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2552214.750000 Penalty: 4947.885254
	Iteration 72Q: 3 clusters Score -2552215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2552210.750000 Penalty: 4947.885254
	Iteration 73Q: 3 clusters Score -2552211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2552214.250000 Penalty: 4947.885254
	Iteration 74Q: 3 clusters Score -2552214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -2552214.500000 Penalty: 4947.885254
	Iteration 75Q: 3 clusters Score -2552214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2552213.500000 Penalty: 4947.885254
	Iteration 76Q: 3 clusters Score -2552214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2552213.500000 Penalty: 4947.885254
	Iteration 77Q: 3 clusters Score -2552214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2552215.250000 Penalty: 4947.885254
	Iteration 78Q: 3 clusters Score -2552215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2552214.500000 Penalty: 4947.885254
	Iteration 79Q: 3 clusters Score -2552214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2552214.500000 Penalty: 4947.885254
	Iteration 80F: 3 clusters Score -2552214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Entering Unmasked Estep 
Score: -315398.406250 Penalty: 1954.251953
	Iteration 0F: 2 clusters Score -315398.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -312380.312500 Penalty: 3908.503906
	Iteration 0F: 3 clusters Score -312380.3 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -313174.531250 Penalty: 3908.503906
	Iteration 1F: 3 clusters Score -313174.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -313434.468750 Penalty: 3908.503906
	Iteration 2F: 3 clusters Score -313434.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -313600.812500 Penalty: 3908.503906
	Iteration 3F: 3 clusters Score -313600.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -313753.406250 Penalty: 3908.503906
	Iteration 4F: 3 clusters Score -313753.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -313876.718750 Penalty: 3908.503906
	Iteration 5Q: 3 clusters Score -313876.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -314017.062500 Penalty: 3908.503906
	Iteration 6Q: 3 clusters Score -314017.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -314193.656250 Penalty: 3908.503906
	Iteration 7Q: 3 clusters Score -314193.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -314346.937500 Penalty: 3908.503906
	Iteration 8Q: 3 clusters Score -314346.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -314474.656250 Penalty: 3908.503906
	Iteration 9Q: 3 clusters Score -314474.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -314609.656250 Penalty: 3908.503906
	Iteration 10Q: 3 clusters Score -314609.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -314685.937500 Penalty: 3908.503906
	Iteration 11Q: 3 clusters Score -314685.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -314791.187500 Penalty: 3908.503906
	Iteration 12Q: 3 clusters Score -314791.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -314837.031250 Penalty: 3908.503906
	Iteration 13Q: 3 clusters Score -314837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -314892.406250 Penalty: 3908.503906
	Iteration 14Q: 3 clusters Score -314892.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -314907.187500 Penalty: 3908.503906
	Iteration 15Q: 3 clusters Score -314907.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -314921.125000 Penalty: 3908.503906
	Iteration 16Q: 3 clusters Score -314921.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -314945.687500 Penalty: 3908.503906
	Iteration 17Q: 3 clusters Score -314945.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -314964.468750 Penalty: 3908.503906
	Iteration 18Q: 3 clusters Score -314964.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -314973.187500 Penalty: 3908.503906
	Iteration 19Q: 3 clusters Score -314973.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -315046.531250 Penalty: 3908.503906
	Iteration 20F: 3 clusters Score -315046.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -315073.406250 Penalty: 3908.503906
	Iteration 21Q: 3 clusters Score -315073.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -315080.875000 Penalty: 3908.503906
	Iteration 22Q: 3 clusters Score -315080.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -315083.343750 Penalty: 3908.503906
	Iteration 23Q: 3 clusters Score -315083.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -315085.531250 Penalty: 3908.503906
	Iteration 24Q: 3 clusters Score -315085.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -315085.531250 Penalty: 3908.503906
	Iteration 25F: 3 clusters Score -315085.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Entering Unmasked Estep 
Score: -1034409.312500 Penalty: 2249.285156
	Iteration 0F: 2 clusters Score -1034409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1027561.562500 Penalty: 4498.570312
	Iteration 0F: 3 clusters Score -1027562 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1029552.375000 Penalty: 4498.570312
	Iteration 1F: 3 clusters Score -1029552 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1029850.312500 Penalty: 4498.570312
	Iteration 2F: 3 clusters Score -1029850 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1030045.812500 Penalty: 4498.570312
	Iteration 3Q: 3 clusters Score -1030046 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1030201.812500 Penalty: 4498.570312
	Iteration 4Q: 3 clusters Score -1030202 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1030321.687500 Penalty: 4498.570312
	Iteration 5Q: 3 clusters Score -1030322 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1030435.000000 Penalty: 4498.570312
	Iteration 6Q: 3 clusters Score -1030435 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1030540.125000 Penalty: 4498.570312
	Iteration 7Q: 3 clusters Score -1030540 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1030647.125000 Penalty: 4498.570312
	Iteration 8Q: 3 clusters Score -1030647 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1030748.812500 Penalty: 4498.570312
	Iteration 9Q: 3 clusters Score -1030749 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1030853.750000 Penalty: 4498.570312
	Iteration 10Q: 3 clusters Score -1030854 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1030968.562500 Penalty: 4498.570312
	Iteration 11Q: 3 clusters Score -1030969 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1031072.750000 Penalty: 4498.570312
	Iteration 12Q: 3 clusters Score -1031073 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1031172.312500 Penalty: 4498.570312
	Iteration 13Q: 3 clusters Score -1031172 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1031266.750000 Penalty: 4498.570312
	Iteration 14Q: 3 clusters Score -1031267 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1031358.187500 Penalty: 4498.570312
	Iteration 15Q: 3 clusters Score -1031358 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1031443.625000 Penalty: 4498.570312
	Iteration 16Q: 3 clusters Score -1031444 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1031521.750000 Penalty: 4498.570312
	Iteration 17Q: 3 clusters Score -1031522 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1031615.750000 Penalty: 4498.570312
	Iteration 18Q: 3 clusters Score -1031616 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1031704.062500 Penalty: 4498.570312
	Iteration 19Q: 3 clusters Score -1031704 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1031788.125000 Penalty: 4498.570312
	Iteration 20F: 3 clusters Score -1031788 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1031881.375000 Penalty: 4498.570312
	Iteration 21Q: 3 clusters Score -1031881 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1031965.250000 Penalty: 4498.570312
	Iteration 22Q: 3 clusters Score -1031965 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1032034.187500 Penalty: 4498.570312
	Iteration 23Q: 3 clusters Score -1032034 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1032097.562500 Penalty: 4498.570312
	Iteration 24Q: 3 clusters Score -1032098 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1032142.812500 Penalty: 4498.570312
	Iteration 25Q: 3 clusters Score -1032143 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1032189.562500 Penalty: 4498.570312
	Iteration 26Q: 3 clusters Score -1032190 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1032240.187500 Penalty: 4498.570312
	Iteration 27Q: 3 clusters Score -1032240 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1032285.687500 Penalty: 4498.570312
	Iteration 28Q: 3 clusters Score -1032286 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1032320.500000 Penalty: 4498.570312
	Iteration 29Q: 3 clusters Score -1032320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1032356.625000 Penalty: 4498.570312
	Iteration 30Q: 3 clusters Score -1032357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1032387.812500 Penalty: 4498.570312
	Iteration 31Q: 3 clusters Score -1032388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1032406.687500 Penalty: 4498.570312
	Iteration 32Q: 3 clusters Score -1032407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1032420.062500 Penalty: 4498.570312
	Iteration 33Q: 3 clusters Score -1032420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1032428.937500 Penalty: 4498.570312
	Iteration 34Q: 3 clusters Score -1032429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1032434.875000 Penalty: 4498.570312
	Iteration 35Q: 3 clusters Score -1032435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1032442.375000 Penalty: 4498.570312
	Iteration 36Q: 3 clusters Score -1032442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1032451.625000 Penalty: 4498.570312
	Iteration 37Q: 3 clusters Score -1032452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1032457.250000 Penalty: 4498.570312
	Iteration 38Q: 3 clusters Score -1032457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1032462.375000 Penalty: 4498.570312
	Iteration 39Q: 3 clusters Score -1032462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1032468.187500 Penalty: 4498.570312
	Iteration 40F: 3 clusters Score -1032468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1032473.062500 Penalty: 4498.570312
	Iteration 41Q: 3 clusters Score -1032473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1032473.250000 Penalty: 4498.570312
	Iteration 42Q: 3 clusters Score -1032473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1032474.000000 Penalty: 4498.570312
	Iteration 43Q: 3 clusters Score -1032474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1032474.125000 Penalty: 4498.570312
	Iteration 44Q: 3 clusters Score -1032474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1032475.750000 Penalty: 4498.570312
	Iteration 45Q: 3 clusters Score -1032476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1032476.437500 Penalty: 4498.570312
	Iteration 46Q: 3 clusters Score -1032476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1032477.000000 Penalty: 4498.570312
	Iteration 47Q: 3 clusters Score -1032477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1032479.750000 Penalty: 4498.570312
	Iteration 48Q: 3 clusters Score -1032480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1032480.875000 Penalty: 4498.570312
	Iteration 49Q: 3 clusters Score -1032481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1032485.875000 Penalty: 4498.570312
	Iteration 50Q: 3 clusters Score -1032486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1032487.937500 Penalty: 4498.570312
	Iteration 51Q: 3 clusters Score -1032488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1032488.000000 Penalty: 4498.570312
	Iteration 52Q: 3 clusters Score -1032488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1032489.562500 Penalty: 4498.570312
	Iteration 53Q: 3 clusters Score -1032490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1032490.437500 Penalty: 4498.570312
	Iteration 54Q: 3 clusters Score -1032490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1032491.312500 Penalty: 4498.570312
	Iteration 55Q: 3 clusters Score -1032491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1032491.312500 Penalty: 4498.570312
	Iteration 56F: 3 clusters Score -1032491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Entering Unmasked Estep 
Score: -1115545.500000 Penalty: 2267.364014
	Iteration 0F: 2 clusters Score -1115546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1108312.250000 Penalty: 4534.728027
	Iteration 0F: 3 clusters Score -1108312 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1110321.500000 Penalty: 4534.728027
	Iteration 1F: 3 clusters Score -1110322 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1110652.750000 Penalty: 4534.728027
	Iteration 2F: 3 clusters Score -1110653 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1110907.250000 Penalty: 4534.728027
	Iteration 3F: 3 clusters Score -1110907 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1111133.375000 Penalty: 4534.728027
	Iteration 4Q: 3 clusters Score -1111133 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1111334.000000 Penalty: 4534.728027
	Iteration 5Q: 3 clusters Score -1111334 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1111578.875000 Penalty: 4534.728027
	Iteration 6Q: 3 clusters Score -1111579 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1111838.625000 Penalty: 4534.728027
	Iteration 7Q: 3 clusters Score -1111839 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1112107.000000 Penalty: 4534.728027
	Iteration 8Q: 3 clusters Score -1112107 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1112367.000000 Penalty: 4534.728027
	Iteration 9Q: 3 clusters Score -1112367 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1112601.125000 Penalty: 4534.728027
	Iteration 10Q: 3 clusters Score -1112601 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1112768.750000 Penalty: 4534.728027
	Iteration 11Q: 3 clusters Score -1112769 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1112917.375000 Penalty: 4534.728027
	Iteration 12Q: 3 clusters Score -1112917 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1113036.500000 Penalty: 4534.728027
	Iteration 13Q: 3 clusters Score -1113036 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1113138.625000 Penalty: 4534.728027
	Iteration 14Q: 3 clusters Score -1113139 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1113232.250000 Penalty: 4534.728027
	Iteration 15Q: 3 clusters Score -1113232 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1113331.875000 Penalty: 4534.728027
	Iteration 16Q: 3 clusters Score -1113332 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1113446.000000 Penalty: 4534.728027
	Iteration 17Q: 3 clusters Score -1113446 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1113564.000000 Penalty: 4534.728027
	Iteration 18Q: 3 clusters Score -1113564 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1113648.750000 Penalty: 4534.728027
	Iteration 19Q: 3 clusters Score -1113649 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1113729.000000 Penalty: 4534.728027
	Iteration 20F: 3 clusters Score -1113729 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1113812.500000 Penalty: 4534.728027
	Iteration 21Q: 3 clusters Score -1113812 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1113900.000000 Penalty: 4534.728027
	Iteration 22Q: 3 clusters Score -1113900 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1113984.750000 Penalty: 4534.728027
	Iteration 23Q: 3 clusters Score -1113985 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1114061.750000 Penalty: 4534.728027
	Iteration 24Q: 3 clusters Score -1114062 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1114118.875000 Penalty: 4534.728027
	Iteration 25Q: 3 clusters Score -1114119 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1114190.875000 Penalty: 4534.728027
	Iteration 26Q: 3 clusters Score -1114191 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1114296.500000 Penalty: 4534.728027
	Iteration 27Q: 3 clusters Score -1114296 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1114399.500000 Penalty: 4534.728027
	Iteration 28Q: 3 clusters Score -1114400 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1114499.125000 Penalty: 4534.728027
	Iteration 29Q: 3 clusters Score -1114499 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1114575.250000 Penalty: 4534.728027
	Iteration 30Q: 3 clusters Score -1114575 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1114654.875000 Penalty: 4534.728027
	Iteration 31Q: 3 clusters Score -1114655 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1114741.500000 Penalty: 4534.728027
	Iteration 32Q: 3 clusters Score -1114742 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1114855.000000 Penalty: 4534.728027
	Iteration 33Q: 3 clusters Score -1114855 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1114943.375000 Penalty: 4534.728027
	Iteration 34Q: 3 clusters Score -1114943 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1115006.000000 Penalty: 4534.728027
	Iteration 35Q: 3 clusters Score -1115006 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1115054.875000 Penalty: 4534.728027
	Iteration 36Q: 3 clusters Score -1115055 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1115078.875000 Penalty: 4534.728027
	Iteration 37Q: 3 clusters Score -1115079 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1115093.375000 Penalty: 4534.728027
	Iteration 38Q: 3 clusters Score -1115093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1115101.750000 Penalty: 4534.728027
	Iteration 39Q: 3 clusters Score -1115102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1115117.375000 Penalty: 4534.728027
	Iteration 40F: 3 clusters Score -1115117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1115136.125000 Penalty: 4534.728027
	Iteration 41Q: 3 clusters Score -1115136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1115140.375000 Penalty: 4534.728027
	Iteration 42Q: 3 clusters Score -1115140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1115149.500000 Penalty: 4534.728027
	Iteration 43Q: 3 clusters Score -1115150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1115157.375000 Penalty: 4534.728027
	Iteration 44Q: 3 clusters Score -1115157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1115158.750000 Penalty: 4534.728027
	Iteration 45Q: 3 clusters Score -1115159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1115163.000000 Penalty: 4534.728027
	Iteration 46Q: 3 clusters Score -1115163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1115169.250000 Penalty: 4534.728027
	Iteration 47Q: 3 clusters Score -1115169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1115168.000000 Penalty: 4534.728027
	Iteration 48Q: 3 clusters Score -1115168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1115167.625000 Penalty: 4534.728027
	Iteration 49Q: 3 clusters Score -1115168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1115170.000000 Penalty: 4534.728027
	Iteration 50Q: 3 clusters Score -1115170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1115172.375000 Penalty: 4534.728027
	Iteration 51Q: 3 clusters Score -1115172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1115170.875000 Penalty: 4534.728027
	Iteration 52Q: 3 clusters Score -1115171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1115170.500000 Penalty: 4534.728027
	Iteration 53Q: 3 clusters Score -1115170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1115170.500000 Penalty: 4534.728027
	Iteration 54F: 3 clusters Score -1115170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -218862.468750 Penalty: 1855.286133
	Iteration 0F: 2 clusters Score -218862.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -216409.453125 Penalty: 3710.572266
	Iteration 0F: 3 clusters Score -216409.5 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -216835.062500 Penalty: 3710.572266
	Iteration 1F: 3 clusters Score -216835.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -216941.718750 Penalty: 3710.572266
	Iteration 2F: 3 clusters Score -216941.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -216994.515625 Penalty: 3710.572266
	Iteration 3Q: 3 clusters Score -216994.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -217025.562500 Penalty: 3710.572266
	Iteration 4Q: 3 clusters Score -217025.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -217044.390625 Penalty: 3710.572266
	Iteration 5Q: 3 clusters Score -217044.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -217057.531250 Penalty: 3710.572266
	Iteration 6Q: 3 clusters Score -217057.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -217066.000000 Penalty: 3710.572266
	Iteration 7Q: 3 clusters Score -217066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -217067.000000 Penalty: 3710.572266
	Iteration 8Q: 3 clusters Score -217067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -217067.000000 Penalty: 3710.572266
	Iteration 9F: 3 clusters Score -217067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -42888.750000 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -42888.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41556.703125 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -41556.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -41704.054688 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -41704.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -41748.035156 Penalty: 2976.701660
	Iteration 2Q: 3 clusters Score -41748.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41764.523438 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -41764.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41778.015625 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -41778.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -41779.445312 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -41779.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41781.941406 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -41781.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -41781.941406 Penalty: 2976.701660
	Iteration 7F: 3 clusters Score -41781.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (13603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Entering Unmasked Estep 
Score: -1526641.000000 Penalty: 2360.475342
	Iteration 0F: 2 clusters Score -1526641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1516726.000000 Penalty: 4720.950684
	Iteration 0F: 3 clusters Score -1516726 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1519941.500000 Penalty: 4720.950684
	Iteration 1F: 3 clusters Score -1519942 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1520565.500000 Penalty: 4720.950684
	Iteration 2F: 3 clusters Score -1520566 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1521195.000000 Penalty: 4720.950684
	Iteration 3F: 3 clusters Score -1521195 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1521705.250000 Penalty: 4720.950684
	Iteration 4F: 3 clusters Score -1521705 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1522101.625000 Penalty: 4720.950684
	Iteration 5F: 3 clusters Score -1522102 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1522450.000000 Penalty: 4720.950684
	Iteration 6Q: 3 clusters Score -1522450 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1522761.625000 Penalty: 4720.950684
	Iteration 7Q: 3 clusters Score -1522762 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1523036.875000 Penalty: 4720.950684
	Iteration 8Q: 3 clusters Score -1523037 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1523260.250000 Penalty: 4720.950684
	Iteration 9Q: 3 clusters Score -1523260 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1523439.875000 Penalty: 4720.950684
	Iteration 10Q: 3 clusters Score -1523440 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1523581.875000 Penalty: 4720.950684
	Iteration 11Q: 3 clusters Score -1523582 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1523705.875000 Penalty: 4720.950684
	Iteration 12Q: 3 clusters Score -1523706 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1523797.875000 Penalty: 4720.950684
	Iteration 13Q: 3 clusters Score -1523798 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1523868.250000 Penalty: 4720.950684
	Iteration 14Q: 3 clusters Score -1523868 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1523933.750000 Penalty: 4720.950684
	Iteration 15Q: 3 clusters Score -1523934 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1523979.250000 Penalty: 4720.950684
	Iteration 16Q: 3 clusters Score -1523979 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1524009.375000 Penalty: 4720.950684
	Iteration 17Q: 3 clusters Score -1524009 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1524052.875000 Penalty: 4720.950684
	Iteration 18Q: 3 clusters Score -1524053 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1524088.250000 Penalty: 4720.950684
	Iteration 19Q: 3 clusters Score -1524088 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1524126.875000 Penalty: 4720.950684
	Iteration 20F: 3 clusters Score -1524127 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1524162.000000 Penalty: 4720.950684
	Iteration 21Q: 3 clusters Score -1524162 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1524184.625000 Penalty: 4720.950684
	Iteration 22Q: 3 clusters Score -1524185 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1524211.250000 Penalty: 4720.950684
	Iteration 23Q: 3 clusters Score -1524211 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1524239.375000 Penalty: 4720.950684
	Iteration 24Q: 3 clusters Score -1524239 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1524270.000000 Penalty: 4720.950684
	Iteration 25Q: 3 clusters Score -1524270 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1524297.000000 Penalty: 4720.950684
	Iteration 26Q: 3 clusters Score -1524297 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1524311.125000 Penalty: 4720.950684
	Iteration 27Q: 3 clusters Score -1524311 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1524331.875000 Penalty: 4720.950684
	Iteration 28Q: 3 clusters Score -1524332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1524345.500000 Penalty: 4720.950684
	Iteration 29Q: 3 clusters Score -1524346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1524367.500000 Penalty: 4720.950684
	Iteration 30Q: 3 clusters Score -1524368 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1524385.375000 Penalty: 4720.950684
	Iteration 31Q: 3 clusters Score -1524385 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1524414.000000 Penalty: 4720.950684
	Iteration 32Q: 3 clusters Score -1524414 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1524435.750000 Penalty: 4720.950684
	Iteration 33Q: 3 clusters Score -1524436 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1524463.500000 Penalty: 4720.950684
	Iteration 34Q: 3 clusters Score -1524464 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1524487.250000 Penalty: 4720.950684
	Iteration 35Q: 3 clusters Score -1524487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1524508.125000 Penalty: 4720.950684
	Iteration 36Q: 3 clusters Score -1524508 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1524523.375000 Penalty: 4720.950684
	Iteration 37Q: 3 clusters Score -1524523 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1524534.625000 Penalty: 4720.950684
	Iteration 38Q: 3 clusters Score -1524535 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1524553.750000 Penalty: 4720.950684
	Iteration 39Q: 3 clusters Score -1524554 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1524578.000000 Penalty: 4720.950684
	Iteration 40F: 3 clusters Score -1524578 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1524599.750000 Penalty: 4720.950684
	Iteration 41Q: 3 clusters Score -1524600 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1524630.125000 Penalty: 4720.950684
	Iteration 42Q: 3 clusters Score -1524630 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1524647.250000 Penalty: 4720.950684
	Iteration 43Q: 3 clusters Score -1524647 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1524665.625000 Penalty: 4720.950684
	Iteration 44Q: 3 clusters Score -1524666 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1524683.625000 Penalty: 4720.950684
	Iteration 45Q: 3 clusters Score -1524684 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1524705.250000 Penalty: 4720.950684
	Iteration 46Q: 3 clusters Score -1524705 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1524718.000000 Penalty: 4720.950684
	Iteration 47Q: 3 clusters Score -1524718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1524729.625000 Penalty: 4720.950684
	Iteration 48Q: 3 clusters Score -1524730 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1524748.125000 Penalty: 4720.950684
	Iteration 49Q: 3 clusters Score -1524748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1524766.000000 Penalty: 4720.950684
	Iteration 50Q: 3 clusters Score -1524766 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1524779.500000 Penalty: 4720.950684
	Iteration 51Q: 3 clusters Score -1524780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1524792.125000 Penalty: 4720.950684
	Iteration 52Q: 3 clusters Score -1524792 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1524803.500000 Penalty: 4720.950684
	Iteration 53Q: 3 clusters Score -1524804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1524823.625000 Penalty: 4720.950684
	Iteration 54Q: 3 clusters Score -1524824 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1524838.250000 Penalty: 4720.950684
	Iteration 55Q: 3 clusters Score -1524838 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1524855.750000 Penalty: 4720.950684
	Iteration 56Q: 3 clusters Score -1524856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1524875.500000 Penalty: 4720.950684
	Iteration 57Q: 3 clusters Score -1524876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1524889.500000 Penalty: 4720.950684
	Iteration 58Q: 3 clusters Score -1524890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1524893.625000 Penalty: 4720.950684
	Iteration 59Q: 3 clusters Score -1524894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1524902.750000 Penalty: 4720.950684
	Iteration 60F: 3 clusters Score -1524903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1524911.500000 Penalty: 4720.950684
	Iteration 61Q: 3 clusters Score -1524912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1524919.750000 Penalty: 4720.950684
	Iteration 62Q: 3 clusters Score -1524920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1524926.125000 Penalty: 4720.950684
	Iteration 63Q: 3 clusters Score -1524926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1524933.625000 Penalty: 4720.950684
	Iteration 64Q: 3 clusters Score -1524934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1524939.250000 Penalty: 4720.950684
	Iteration 65Q: 3 clusters Score -1524939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1524939.750000 Penalty: 4720.950684
	Iteration 66Q: 3 clusters Score -1524940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1524947.750000 Penalty: 4720.950684
	Iteration 67Q: 3 clusters Score -1524948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1524950.625000 Penalty: 4720.950684
	Iteration 68Q: 3 clusters Score -1524951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1524952.750000 Penalty: 4720.950684
	Iteration 69Q: 3 clusters Score -1524953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1524958.250000 Penalty: 4720.950684
	Iteration 70Q: 3 clusters Score -1524958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1524962.875000 Penalty: 4720.950684
	Iteration 71Q: 3 clusters Score -1524963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1524978.750000 Penalty: 4720.950684
	Iteration 72Q: 3 clusters Score -1524979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1524987.625000 Penalty: 4720.950684
	Iteration 73Q: 3 clusters Score -1524988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1524998.125000 Penalty: 4720.950684
	Iteration 74Q: 3 clusters Score -1524998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1525009.875000 Penalty: 4720.950684
	Iteration 75Q: 3 clusters Score -1525010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1525019.250000 Penalty: 4720.950684
	Iteration 76Q: 3 clusters Score -1525019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1525025.125000 Penalty: 4720.950684
	Iteration 77Q: 3 clusters Score -1525025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -1525030.500000 Penalty: 4720.950684
	Iteration 78Q: 3 clusters Score -1525030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1525042.875000 Penalty: 4720.950684
	Iteration 79Q: 3 clusters Score -1525043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1525058.500000 Penalty: 4720.950684
	Iteration 80F: 3 clusters Score -1525058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1525078.000000 Penalty: 4720.950684
	Iteration 81Q: 3 clusters Score -1525078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -1525088.000000 Penalty: 4720.950684
	Iteration 82Q: 3 clusters Score -1525088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1525097.750000 Penalty: 4720.950684
	Iteration 83Q: 3 clusters Score -1525098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1525105.625000 Penalty: 4720.950684
	Iteration 84Q: 3 clusters Score -1525106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1525112.625000 Penalty: 4720.950684
	Iteration 85Q: 3 clusters Score -1525113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1525120.750000 Penalty: 4720.950684
	Iteration 86Q: 3 clusters Score -1525121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1525131.625000 Penalty: 4720.950684
	Iteration 87Q: 3 clusters Score -1525132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1525140.250000 Penalty: 4720.950684
	Iteration 88Q: 3 clusters Score -1525140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1525152.000000 Penalty: 4720.950684
	Iteration 89Q: 3 clusters Score -1525152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1525166.500000 Penalty: 4720.950684
	Iteration 90Q: 3 clusters Score -1525166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1525169.875000 Penalty: 4720.950684
	Iteration 91Q: 3 clusters Score -1525170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1525172.125000 Penalty: 4720.950684
	Iteration 92Q: 3 clusters Score -1525172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1525174.875000 Penalty: 4720.950684
	Iteration 93Q: 3 clusters Score -1525175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1525178.750000 Penalty: 4720.950684
	Iteration 94Q: 3 clusters Score -1525179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1525181.000000 Penalty: 4720.950684
	Iteration 95Q: 3 clusters Score -1525181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1525183.250000 Penalty: 4720.950684
	Iteration 96Q: 3 clusters Score -1525183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1525184.000000 Penalty: 4720.950684
	Iteration 97Q: 3 clusters Score -1525184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1525186.750000 Penalty: 4720.950684
	Iteration 98Q: 3 clusters Score -1525187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1525190.875000 Penalty: 4720.950684
	Iteration 99Q: 3 clusters Score -1525191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1525191.875000 Penalty: 4720.950684
	Iteration 100F: 3 clusters Score -1525192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1525192.250000 Penalty: 4720.950684
	Iteration 101Q: 3 clusters Score -1525192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1525192.375000 Penalty: 4720.950684
	Iteration 102Q: 3 clusters Score -1525192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1525192.875000 Penalty: 4720.950684
	Iteration 103Q: 3 clusters Score -1525193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1525192.875000 Penalty: 4720.950684
	Iteration 104F: 3 clusters Score -1525193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53454 members 
Entering Unmasked Estep 
Score: -6175736.000000 Penalty: 2699.871094
	Iteration 0F: 2 clusters Score -6175736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -6139828.000000 Penalty: 5399.742188
	Iteration 0F: 3 clusters Score -6139828 nChanged 24609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -6153995.000000 Penalty: 5399.742188
	Iteration 1F: 3 clusters Score -6153995 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -6155344.500000 Penalty: 5399.742188
	Iteration 2F: 3 clusters Score -6155344 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -6157091.500000 Penalty: 5399.742188
	Iteration 3F: 3 clusters Score -6157092 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -6159190.500000 Penalty: 5399.742188
	Iteration 4F: 3 clusters Score -6159190 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -6161359.000000 Penalty: 5399.742188
	Iteration 5F: 3 clusters Score -6161359 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -6163304.000000 Penalty: 5399.742188
	Iteration 6F: 3 clusters Score -6163304 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -6165063.500000 Penalty: 5399.742188
	Iteration 7F: 3 clusters Score -6165064 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -6166649.500000 Penalty: 5399.742188
	Iteration 8Q: 3 clusters Score -6166650 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -6168005.000000 Penalty: 5399.742188
	Iteration 9Q: 3 clusters Score -6168005 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -6168993.000000 Penalty: 5399.742188
	Iteration 10Q: 3 clusters Score -6168993 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -6170029.000000 Penalty: 5399.742188
	Iteration 11Q: 3 clusters Score -6170029 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -6171128.000000 Penalty: 5399.742188
	Iteration 12Q: 3 clusters Score -6171128 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -6172356.000000 Penalty: 5399.742188
	Iteration 13Q: 3 clusters Score -6172356 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -6173057.500000 Penalty: 5399.742188
	Iteration 14Q: 3 clusters Score -6173058 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -6173318.000000 Penalty: 5399.742188
	Iteration 15Q: 3 clusters Score -6173318 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -6173488.000000 Penalty: 5399.742188
	Iteration 16Q: 3 clusters Score -6173488 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -6173575.500000 Penalty: 5399.742188
	Iteration 17Q: 3 clusters Score -6173576 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -6173637.000000 Penalty: 5399.742188
	Iteration 18Q: 3 clusters Score -6173637 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -6173689.500000 Penalty: 5399.742188
	Iteration 19Q: 3 clusters Score -6173690 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -6173745.500000 Penalty: 5399.742188
	Iteration 20F: 3 clusters Score -6173746 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -6173778.500000 Penalty: 5399.742188
	Iteration 21Q: 3 clusters Score -6173778 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -6173816.500000 Penalty: 5399.742188
	Iteration 22Q: 3 clusters Score -6173816 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -6173851.000000 Penalty: 5399.742188
	Iteration 23Q: 3 clusters Score -6173851 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -6173861.000000 Penalty: 5399.742188
	Iteration 24Q: 3 clusters Score -6173861 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -6173876.500000 Penalty: 5399.742188
	Iteration 25Q: 3 clusters Score -6173876 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -6173936.500000 Penalty: 5399.742188
	Iteration 26Q: 3 clusters Score -6173936 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -6173957.500000 Penalty: 5399.742188
	Iteration 27Q: 3 clusters Score -6173958 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -6174018.000000 Penalty: 5399.742188
	Iteration 28Q: 3 clusters Score -6174018 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -6174025.500000 Penalty: 5399.742188
	Iteration 29Q: 3 clusters Score -6174026 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -6174065.000000 Penalty: 5399.742188
	Iteration 30Q: 3 clusters Score -6174065 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -6174115.000000 Penalty: 5399.742188
	Iteration 31Q: 3 clusters Score -6174115 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -6174135.000000 Penalty: 5399.742188
	Iteration 32Q: 3 clusters Score -6174135 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -6174153.500000 Penalty: 5399.742188
	Iteration 33Q: 3 clusters Score -6174154 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -6174188.500000 Penalty: 5399.742188
	Iteration 34Q: 3 clusters Score -6174188 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -6174220.000000 Penalty: 5399.742188
	Iteration 35Q: 3 clusters Score -6174220 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -6174248.500000 Penalty: 5399.742188
	Iteration 36Q: 3 clusters Score -6174248 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -6174266.000000 Penalty: 5399.742188
	Iteration 37Q: 3 clusters Score -6174266 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -6174296.500000 Penalty: 5399.742188
	Iteration 38Q: 3 clusters Score -6174296 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -6174315.500000 Penalty: 5399.742188
	Iteration 39Q: 3 clusters Score -6174316 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -6174372.000000 Penalty: 5399.742188
	Iteration 40F: 3 clusters Score -6174372 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -6174382.000000 Penalty: 5399.742188
	Iteration 41Q: 3 clusters Score -6174382 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -6174399.500000 Penalty: 5399.742188
	Iteration 42Q: 3 clusters Score -6174400 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -6174414.500000 Penalty: 5399.742188
	Iteration 43Q: 3 clusters Score -6174414 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -6174425.500000 Penalty: 5399.742188
	Iteration 44Q: 3 clusters Score -6174426 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -6174430.500000 Penalty: 5399.742188
	Iteration 45Q: 3 clusters Score -6174430 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -6174451.000000 Penalty: 5399.742188
	Iteration 46Q: 3 clusters Score -6174451 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -6174462.000000 Penalty: 5399.742188
	Iteration 47Q: 3 clusters Score -6174462 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -6174475.000000 Penalty: 5399.742188
	Iteration 48Q: 3 clusters Score -6174475 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -6174492.500000 Penalty: 5399.742188
	Iteration 49Q: 3 clusters Score -6174492 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -6174510.000000 Penalty: 5399.742188
	Iteration 50Q: 3 clusters Score -6174510 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -6174526.000000 Penalty: 5399.742188
	Iteration 51Q: 3 clusters Score -6174526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -6174530.500000 Penalty: 5399.742188
	Iteration 52Q: 3 clusters Score -6174530 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -6174549.500000 Penalty: 5399.742188
	Iteration 53Q: 3 clusters Score -6174550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -6174565.500000 Penalty: 5399.742188
	Iteration 54Q: 3 clusters Score -6174566 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -6174567.000000 Penalty: 5399.742188
	Iteration 55Q: 3 clusters Score -6174567 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -6174567.500000 Penalty: 5399.742188
	Iteration 56Q: 3 clusters Score -6174568 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -6174561.500000 Penalty: 5399.742188
	Iteration 57Q: 3 clusters Score -6174562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -6174559.500000 Penalty: 5399.742188
	Iteration 58Q: 3 clusters Score -6174560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -6174563.000000 Penalty: 5399.742188
	Iteration 59Q: 3 clusters Score -6174563 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -6174578.500000 Penalty: 5399.742188
	Iteration 60F: 3 clusters Score -6174578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -6174578.000000 Penalty: 5399.742188
	Iteration 61Q: 3 clusters Score -6174578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -6174583.000000 Penalty: 5399.742188
	Iteration 62Q: 3 clusters Score -6174583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -6174588.500000 Penalty: 5399.742188
	Iteration 63Q: 3 clusters Score -6174588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -6174598.500000 Penalty: 5399.742188
	Iteration 64Q: 3 clusters Score -6174598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -6174613.500000 Penalty: 5399.742188
	Iteration 65Q: 3 clusters Score -6174614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -6174606.500000 Penalty: 5399.742188
	Iteration 66Q: 3 clusters Score -6174606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -6174607.500000 Penalty: 5399.742188
	Iteration 67Q: 3 clusters Score -6174608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -6174613.500000 Penalty: 5399.742188
	Iteration 68Q: 3 clusters Score -6174614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -6174614.500000 Penalty: 5399.742188
	Iteration 69Q: 3 clusters Score -6174614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -6174621.000000 Penalty: 5399.742188
	Iteration 70Q: 3 clusters Score -6174621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -6174635.000000 Penalty: 5399.742188
	Iteration 71Q: 3 clusters Score -6174635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -6174652.500000 Penalty: 5399.742188
	Iteration 72Q: 3 clusters Score -6174652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49939 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -6174652.000000 Penalty: 5399.742188
	Iteration 73Q: 3 clusters Score -6174652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -6174652.500000 Penalty: 5399.742188
	Iteration 74Q: 3 clusters Score -6174652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -6174651.000000 Penalty: 5399.742188
	Iteration 75Q: 3 clusters Score -6174651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -6174648.500000 Penalty: 5399.742188
	Iteration 76Q: 3 clusters Score -6174648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -6174649.000000 Penalty: 5399.742188
	Iteration 77Q: 3 clusters Score -6174649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -6174653.500000 Penalty: 5399.742188
	Iteration 78Q: 3 clusters Score -6174654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -6174651.000000 Penalty: 5399.742188
	Iteration 79Q: 3 clusters Score -6174651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -6174655.500000 Penalty: 5399.742188
	Iteration 80F: 3 clusters Score -6174656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -6174654.500000 Penalty: 5399.742188
	Iteration 81Q: 3 clusters Score -6174654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50033 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -6174648.000000 Penalty: 5399.742188
	Iteration 82Q: 3 clusters Score -6174648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -6174652.500000 Penalty: 5399.742188
	Iteration 83Q: 3 clusters Score -6174652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -6174647.500000 Penalty: 5399.742188
	Iteration 84Q: 3 clusters Score -6174648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -6174651.000000 Penalty: 5399.742188
	Iteration 85Q: 3 clusters Score -6174651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -6174652.000000 Penalty: 5399.742188
	Iteration 86Q: 3 clusters Score -6174652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -6174653.500000 Penalty: 5399.742188
	Iteration 87Q: 3 clusters Score -6174654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -6174650.500000 Penalty: 5399.742188
	Iteration 88Q: 3 clusters Score -6174650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -6174654.500000 Penalty: 5399.742188
	Iteration 89Q: 3 clusters Score -6174654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -6174654.500000 Penalty: 5399.742188
	Iteration 90F: 3 clusters Score -6174654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Entering Unmasked Estep 
Score: -1307331.500000 Penalty: 2294.938232
	Iteration 0F: 2 clusters Score -1307332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1299358.250000 Penalty: 4589.876465
	Iteration 0F: 3 clusters Score -1299358 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1301678.000000 Penalty: 4589.876465
	Iteration 1F: 3 clusters Score -1301678 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1301986.500000 Penalty: 4589.876465
	Iteration 2F: 3 clusters Score -1301986 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1302213.750000 Penalty: 4589.876465
	Iteration 3F: 3 clusters Score -1302214 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1302426.625000 Penalty: 4589.876465
	Iteration 4Q: 3 clusters Score -1302427 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1302634.125000 Penalty: 4589.876465
	Iteration 5Q: 3 clusters Score -1302634 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1302846.625000 Penalty: 4589.876465
	Iteration 6Q: 3 clusters Score -1302847 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1303080.500000 Penalty: 4589.876465
	Iteration 7Q: 3 clusters Score -1303080 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1303334.500000 Penalty: 4589.876465
	Iteration 8Q: 3 clusters Score -1303334 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1303633.125000 Penalty: 4589.876465
	Iteration 9Q: 3 clusters Score -1303633 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1303954.625000 Penalty: 4589.876465
	Iteration 10Q: 3 clusters Score -1303955 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1304281.000000 Penalty: 4589.876465
	Iteration 11Q: 3 clusters Score -1304281 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1304568.750000 Penalty: 4589.876465
	Iteration 12Q: 3 clusters Score -1304569 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1304798.000000 Penalty: 4589.876465
	Iteration 13Q: 3 clusters Score -1304798 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1304967.500000 Penalty: 4589.876465
	Iteration 14Q: 3 clusters Score -1304968 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1305084.750000 Penalty: 4589.876465
	Iteration 15Q: 3 clusters Score -1305085 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1305158.250000 Penalty: 4589.876465
	Iteration 16Q: 3 clusters Score -1305158 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1305194.375000 Penalty: 4589.876465
	Iteration 17Q: 3 clusters Score -1305194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1305225.750000 Penalty: 4589.876465
	Iteration 18Q: 3 clusters Score -1305226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1305252.500000 Penalty: 4589.876465
	Iteration 19Q: 3 clusters Score -1305252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1305278.375000 Penalty: 4589.876465
	Iteration 20F: 3 clusters Score -1305278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1305295.875000 Penalty: 4589.876465
	Iteration 21Q: 3 clusters Score -1305296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1305314.000000 Penalty: 4589.876465
	Iteration 22Q: 3 clusters Score -1305314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1305334.125000 Penalty: 4589.876465
	Iteration 23Q: 3 clusters Score -1305334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1305343.000000 Penalty: 4589.876465
	Iteration 24Q: 3 clusters Score -1305343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1305350.000000 Penalty: 4589.876465
	Iteration 25Q: 3 clusters Score -1305350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1305356.625000 Penalty: 4589.876465
	Iteration 26Q: 3 clusters Score -1305357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1305360.250000 Penalty: 4589.876465
	Iteration 27Q: 3 clusters Score -1305360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1305362.125000 Penalty: 4589.876465
	Iteration 28Q: 3 clusters Score -1305362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1305362.125000 Penalty: 4589.876465
	Iteration 29F: 3 clusters Score -1305362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Entering Unmasked Estep 
Score: -2468719.000000 Penalty: 2453.860352
	Iteration 0F: 2 clusters Score -2468719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2454682.500000 Penalty: 4907.720703
	Iteration 0F: 3 clusters Score -2454682 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2459430.500000 Penalty: 4907.720703
	Iteration 1F: 3 clusters Score -2459430 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2459888.750000 Penalty: 4907.720703
	Iteration 2F: 3 clusters Score -2459889 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2460340.750000 Penalty: 4907.720703
	Iteration 3F: 3 clusters Score -2460341 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2460787.750000 Penalty: 4907.720703
	Iteration 4Q: 3 clusters Score -2460788 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2461293.250000 Penalty: 4907.720703
	Iteration 5Q: 3 clusters Score -2461293 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2461950.250000 Penalty: 4907.720703
	Iteration 6F: 3 clusters Score -2461950 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2462731.250000 Penalty: 4907.720703
	Iteration 7F: 3 clusters Score -2462731 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -2463542.000000 Penalty: 4907.720703
	Iteration 8F: 3 clusters Score -2463542 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2464310.250000 Penalty: 4907.720703
	Iteration 9F: 3 clusters Score -2464310 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2464972.750000 Penalty: 4907.720703
	Iteration 10Q: 3 clusters Score -2464973 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2465481.750000 Penalty: 4907.720703
	Iteration 11Q: 3 clusters Score -2465482 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2465873.250000 Penalty: 4907.720703
	Iteration 12Q: 3 clusters Score -2465873 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2466107.750000 Penalty: 4907.720703
	Iteration 13Q: 3 clusters Score -2466108 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2466264.750000 Penalty: 4907.720703
	Iteration 14Q: 3 clusters Score -2466265 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2466360.750000 Penalty: 4907.720703
	Iteration 15Q: 3 clusters Score -2466361 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2466432.250000 Penalty: 4907.720703
	Iteration 16Q: 3 clusters Score -2466432 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2466488.000000 Penalty: 4907.720703
	Iteration 17Q: 3 clusters Score -2466488 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2466532.500000 Penalty: 4907.720703
	Iteration 18Q: 3 clusters Score -2466532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2466563.250000 Penalty: 4907.720703
	Iteration 19Q: 3 clusters Score -2466563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2466581.250000 Penalty: 4907.720703
	Iteration 20F: 3 clusters Score -2466581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2466622.500000 Penalty: 4907.720703
	Iteration 21Q: 3 clusters Score -2466622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2466640.750000 Penalty: 4907.720703
	Iteration 22Q: 3 clusters Score -2466641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2466657.750000 Penalty: 4907.720703
	Iteration 23Q: 3 clusters Score -2466658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2466673.250000 Penalty: 4907.720703
	Iteration 24Q: 3 clusters Score -2466673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2466686.000000 Penalty: 4907.720703
	Iteration 25Q: 3 clusters Score -2466686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2466703.500000 Penalty: 4907.720703
	Iteration 26Q: 3 clusters Score -2466704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2466717.750000 Penalty: 4907.720703
	Iteration 27Q: 3 clusters Score -2466718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2466736.750000 Penalty: 4907.720703
	Iteration 28Q: 3 clusters Score -2466737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2466749.500000 Penalty: 4907.720703
	Iteration 29Q: 3 clusters Score -2466750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2466757.750000 Penalty: 4907.720703
	Iteration 30Q: 3 clusters Score -2466758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2466762.750000 Penalty: 4907.720703
	Iteration 31Q: 3 clusters Score -2466763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2466768.500000 Penalty: 4907.720703
	Iteration 32Q: 3 clusters Score -2466768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2466776.750000 Penalty: 4907.720703
	Iteration 33Q: 3 clusters Score -2466777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2466782.500000 Penalty: 4907.720703
	Iteration 34Q: 3 clusters Score -2466782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2466785.000000 Penalty: 4907.720703
	Iteration 35Q: 3 clusters Score -2466785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2466791.250000 Penalty: 4907.720703
	Iteration 36Q: 3 clusters Score -2466791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2466790.000000 Penalty: 4907.720703
	Iteration 37Q: 3 clusters Score -2466790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2466796.750000 Penalty: 4907.720703
	Iteration 38Q: 3 clusters Score -2466797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2466796.750000 Penalty: 4907.720703
	Iteration 39F: 3 clusters Score -2466797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Entering Unmasked Estep 
Score: -1016245.187500 Penalty: 2257.151611
	Iteration 0F: 2 clusters Score -1016245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1009154.562500 Penalty: 4514.303223
	Iteration 0F: 3 clusters Score -1009155 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1011122.437500 Penalty: 4514.303223
	Iteration 1F: 3 clusters Score -1011122 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1011438.625000 Penalty: 4514.303223
	Iteration 2F: 3 clusters Score -1011439 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1011660.000000 Penalty: 4514.303223
	Iteration 3F: 3 clusters Score -1011660 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1011838.812500 Penalty: 4514.303223
	Iteration 4Q: 3 clusters Score -1011839 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1011975.500000 Penalty: 4514.303223
	Iteration 5Q: 3 clusters Score -1011976 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1012111.062500 Penalty: 4514.303223
	Iteration 6Q: 3 clusters Score -1012111 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1012245.062500 Penalty: 4514.303223
	Iteration 7Q: 3 clusters Score -1012245 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1012373.000000 Penalty: 4514.303223
	Iteration 8Q: 3 clusters Score -1012373 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1012493.187500 Penalty: 4514.303223
	Iteration 9Q: 3 clusters Score -1012493 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1012636.500000 Penalty: 4514.303223
	Iteration 10Q: 3 clusters Score -1012636 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1012758.875000 Penalty: 4514.303223
	Iteration 11Q: 3 clusters Score -1012759 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1012870.937500 Penalty: 4514.303223
	Iteration 12Q: 3 clusters Score -1012871 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1012988.187500 Penalty: 4514.303223
	Iteration 13Q: 3 clusters Score -1012988 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1013128.062500 Penalty: 4514.303223
	Iteration 14Q: 3 clusters Score -1013128 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1013252.312500 Penalty: 4514.303223
	Iteration 15Q: 3 clusters Score -1013252 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1013374.062500 Penalty: 4514.303223
	Iteration 16Q: 3 clusters Score -1013374 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1013489.187500 Penalty: 4514.303223
	Iteration 17Q: 3 clusters Score -1013489 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1013600.125000 Penalty: 4514.303223
	Iteration 18Q: 3 clusters Score -1013600 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1013675.562500 Penalty: 4514.303223
	Iteration 19Q: 3 clusters Score -1013676 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1013741.437500 Penalty: 4514.303223
	Iteration 20F: 3 clusters Score -1013741 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1013800.625000 Penalty: 4514.303223
	Iteration 21Q: 3 clusters Score -1013801 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1013855.187500 Penalty: 4514.303223
	Iteration 22Q: 3 clusters Score -1013855 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1013892.312500 Penalty: 4514.303223
	Iteration 23Q: 3 clusters Score -1013892 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1013925.062500 Penalty: 4514.303223
	Iteration 24Q: 3 clusters Score -1013925 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1013950.437500 Penalty: 4514.303223
	Iteration 25Q: 3 clusters Score -1013950 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1013972.312500 Penalty: 4514.303223
	Iteration 26Q: 3 clusters Score -1013972 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1014001.875000 Penalty: 4514.303223
	Iteration 27Q: 3 clusters Score -1014002 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1014021.812500 Penalty: 4514.303223
	Iteration 28Q: 3 clusters Score -1014022 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1014038.125000 Penalty: 4514.303223
	Iteration 29Q: 3 clusters Score -1014038 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1014055.000000 Penalty: 4514.303223
	Iteration 30Q: 3 clusters Score -1014055 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1014074.250000 Penalty: 4514.303223
	Iteration 31Q: 3 clusters Score -1014074 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1014090.500000 Penalty: 4514.303223
	Iteration 32Q: 3 clusters Score -1014090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1014107.562500 Penalty: 4514.303223
	Iteration 33Q: 3 clusters Score -1014108 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1014127.562500 Penalty: 4514.303223
	Iteration 34Q: 3 clusters Score -1014128 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1014151.812500 Penalty: 4514.303223
	Iteration 35Q: 3 clusters Score -1014152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1014172.937500 Penalty: 4514.303223
	Iteration 36Q: 3 clusters Score -1014173 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1014193.937500 Penalty: 4514.303223
	Iteration 37Q: 3 clusters Score -1014194 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1014217.125000 Penalty: 4514.303223
	Iteration 38Q: 3 clusters Score -1014217 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1014247.187500 Penalty: 4514.303223
	Iteration 39Q: 3 clusters Score -1014247 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1014270.500000 Penalty: 4514.303223
	Iteration 40F: 3 clusters Score -1014270 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1014301.750000 Penalty: 4514.303223
	Iteration 41Q: 3 clusters Score -1014302 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1014331.375000 Penalty: 4514.303223
	Iteration 42Q: 3 clusters Score -1014331 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1014359.875000 Penalty: 4514.303223
	Iteration 43Q: 3 clusters Score -1014360 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1014389.750000 Penalty: 4514.303223
	Iteration 44Q: 3 clusters Score -1014390 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1014419.000000 Penalty: 4514.303223
	Iteration 45Q: 3 clusters Score -1014419 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1014441.125000 Penalty: 4514.303223
	Iteration 46Q: 3 clusters Score -1014441 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1014462.312500 Penalty: 4514.303223
	Iteration 47Q: 3 clusters Score -1014462 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1014485.562500 Penalty: 4514.303223
	Iteration 48Q: 3 clusters Score -1014486 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1014515.250000 Penalty: 4514.303223
	Iteration 49Q: 3 clusters Score -1014515 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1014538.875000 Penalty: 4514.303223
	Iteration 50Q: 3 clusters Score -1014539 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1014568.062500 Penalty: 4514.303223
	Iteration 51Q: 3 clusters Score -1014568 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1014592.375000 Penalty: 4514.303223
	Iteration 52Q: 3 clusters Score -1014592 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1014611.187500 Penalty: 4514.303223
	Iteration 53Q: 3 clusters Score -1014611 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1014625.625000 Penalty: 4514.303223
	Iteration 54Q: 3 clusters Score -1014626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1014643.687500 Penalty: 4514.303223
	Iteration 55Q: 3 clusters Score -1014644 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1014660.437500 Penalty: 4514.303223
	Iteration 56Q: 3 clusters Score -1014660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1014666.937500 Penalty: 4514.303223
	Iteration 57Q: 3 clusters Score -1014667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1014677.625000 Penalty: 4514.303223
	Iteration 58Q: 3 clusters Score -1014678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1014684.875000 Penalty: 4514.303223
	Iteration 59Q: 3 clusters Score -1014685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1014692.625000 Penalty: 4514.303223
	Iteration 60F: 3 clusters Score -1014693 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1014703.812500 Penalty: 4514.303223
	Iteration 61Q: 3 clusters Score -1014704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1014709.687500 Penalty: 4514.303223
	Iteration 62Q: 3 clusters Score -1014710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1014711.500000 Penalty: 4514.303223
	Iteration 63Q: 3 clusters Score -1014712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1014716.312500 Penalty: 4514.303223
	Iteration 64Q: 3 clusters Score -1014716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1014718.000000 Penalty: 4514.303223
	Iteration 65Q: 3 clusters Score -1014718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1014723.312500 Penalty: 4514.303223
	Iteration 66Q: 3 clusters Score -1014723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1014727.250000 Penalty: 4514.303223
	Iteration 67Q: 3 clusters Score -1014727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1014725.625000 Penalty: 4514.303223
	Iteration 68Q: 3 clusters Score -1014726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1014731.187500 Penalty: 4514.303223
	Iteration 69Q: 3 clusters Score -1014731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1014733.875000 Penalty: 4514.303223
	Iteration 70Q: 3 clusters Score -1014734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1014740.875000 Penalty: 4514.303223
	Iteration 71Q: 3 clusters Score -1014741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1014744.187500 Penalty: 4514.303223
	Iteration 72Q: 3 clusters Score -1014744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1014744.000000 Penalty: 4514.303223
	Iteration 73Q: 3 clusters Score -1014744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1014746.000000 Penalty: 4514.303223
	Iteration 74Q: 3 clusters Score -1014746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1014746.875000 Penalty: 4514.303223
	Iteration 75Q: 3 clusters Score -1014747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1014749.312500 Penalty: 4514.303223
	Iteration 76Q: 3 clusters Score -1014749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1014750.250000 Penalty: 4514.303223
	Iteration 77Q: 3 clusters Score -1014750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1014749.750000 Penalty: 4514.303223
	Iteration 78Q: 3 clusters Score -1014750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1014749.750000 Penalty: 4514.303223
	Iteration 79F: 3 clusters Score -1014750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Entering Unmasked Estep 
Score: -772893.250000 Penalty: 2186.027588
	Iteration 0F: 2 clusters Score -772893.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -767304.125000 Penalty: 4372.055176
	Iteration 0F: 3 clusters Score -767304.1 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -768831.687500 Penalty: 4372.055176
	Iteration 1F: 3 clusters Score -768831.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -769160.187500 Penalty: 4372.055176
	Iteration 2F: 3 clusters Score -769160.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -769371.062500 Penalty: 4372.055176
	Iteration 3F: 3 clusters Score -769371.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -769552.125000 Penalty: 4372.055176
	Iteration 4Q: 3 clusters Score -769552.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -769706.250000 Penalty: 4372.055176
	Iteration 5Q: 3 clusters Score -769706.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -769896.250000 Penalty: 4372.055176
	Iteration 6Q: 3 clusters Score -769896.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -770145.562500 Penalty: 4372.055176
	Iteration 7Q: 3 clusters Score -770145.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -770420.625000 Penalty: 4372.055176
	Iteration 8Q: 3 clusters Score -770420.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -770665.375000 Penalty: 4372.055176
	Iteration 9Q: 3 clusters Score -770665.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -770873.125000 Penalty: 4372.055176
	Iteration 10Q: 3 clusters Score -770873.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -771067.562500 Penalty: 4372.055176
	Iteration 11Q: 3 clusters Score -771067.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -771223.250000 Penalty: 4372.055176
	Iteration 12Q: 3 clusters Score -771223.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -771330.437500 Penalty: 4372.055176
	Iteration 13Q: 3 clusters Score -771330.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -771416.625000 Penalty: 4372.055176
	Iteration 14Q: 3 clusters Score -771416.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -771485.000000 Penalty: 4372.055176
	Iteration 15Q: 3 clusters Score -771485 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -771558.125000 Penalty: 4372.055176
	Iteration 16Q: 3 clusters Score -771558.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -771624.125000 Penalty: 4372.055176
	Iteration 17Q: 3 clusters Score -771624.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -771716.312500 Penalty: 4372.055176
	Iteration 18Q: 3 clusters Score -771716.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -771797.187500 Penalty: 4372.055176
	Iteration 19Q: 3 clusters Score -771797.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -771867.875000 Penalty: 4372.055176
	Iteration 20F: 3 clusters Score -771867.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -771924.250000 Penalty: 4372.055176
	Iteration 21Q: 3 clusters Score -771924.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -771981.750000 Penalty: 4372.055176
	Iteration 22Q: 3 clusters Score -771981.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -772023.312500 Penalty: 4372.055176
	Iteration 23Q: 3 clusters Score -772023.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -772049.625000 Penalty: 4372.055176
	Iteration 24Q: 3 clusters Score -772049.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -772067.375000 Penalty: 4372.055176
	Iteration 25Q: 3 clusters Score -772067.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -772081.187500 Penalty: 4372.055176
	Iteration 26Q: 3 clusters Score -772081.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -772083.125000 Penalty: 4372.055176
	Iteration 27Q: 3 clusters Score -772083.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -772093.187500 Penalty: 4372.055176
	Iteration 28Q: 3 clusters Score -772093.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -772100.437500 Penalty: 4372.055176
	Iteration 29Q: 3 clusters Score -772100.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -772100.937500 Penalty: 4372.055176
	Iteration 30Q: 3 clusters Score -772100.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -772102.125000 Penalty: 4372.055176
	Iteration 31Q: 3 clusters Score -772102.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -772104.250000 Penalty: 4372.055176
	Iteration 32Q: 3 clusters Score -772104.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -772108.000000 Penalty: 4372.055176
	Iteration 33Q: 3 clusters Score -772108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -772107.500000 Penalty: 4372.055176
	Iteration 34Q: 3 clusters Score -772107.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -772108.437500 Penalty: 4372.055176
	Iteration 35Q: 3 clusters Score -772108.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -772109.875000 Penalty: 4372.055176
	Iteration 36Q: 3 clusters Score -772109.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -772110.750000 Penalty: 4372.055176
	Iteration 37Q: 3 clusters Score -772110.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -772111.312500 Penalty: 4372.055176
	Iteration 38Q: 3 clusters Score -772111.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -772112.812500 Penalty: 4372.055176
	Iteration 39Q: 3 clusters Score -772112.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -772113.125000 Penalty: 4372.055176
	Iteration 40F: 3 clusters Score -772113.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -772111.687500 Penalty: 4372.055176
	Iteration 41Q: 3 clusters Score -772111.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -772111.500000 Penalty: 4372.055176
	Iteration 42Q: 3 clusters Score -772111.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -772111.500000 Penalty: 4372.055176
	Iteration 43F: 3 clusters Score -772111.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Entering Unmasked Estep 
Score: -550212.750000 Penalty: 2096.125977
	Iteration 0F: 2 clusters Score -550212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -545878.375000 Penalty: 4192.251953
	Iteration 0F: 3 clusters Score -545878.4 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -546916.500000 Penalty: 4192.251953
	Iteration 1F: 3 clusters Score -546916.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -547147.187500 Penalty: 4192.251953
	Iteration 2F: 3 clusters Score -547147.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -547269.125000 Penalty: 4192.251953
	Iteration 3Q: 3 clusters Score -547269.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -547357.437500 Penalty: 4192.251953
	Iteration 4Q: 3 clusters Score -547357.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -547415.125000 Penalty: 4192.251953
	Iteration 5Q: 3 clusters Score -547415.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -547466.312500 Penalty: 4192.251953
	Iteration 6Q: 3 clusters Score -547466.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -547504.250000 Penalty: 4192.251953
	Iteration 7Q: 3 clusters Score -547504.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -547525.500000 Penalty: 4192.251953
	Iteration 8Q: 3 clusters Score -547525.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -547542.000000 Penalty: 4192.251953
	Iteration 9Q: 3 clusters Score -547542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -547555.937500 Penalty: 4192.251953
	Iteration 10Q: 3 clusters Score -547555.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -547571.000000 Penalty: 4192.251953
	Iteration 11Q: 3 clusters Score -547571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -547582.875000 Penalty: 4192.251953
	Iteration 12Q: 3 clusters Score -547582.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -547596.500000 Penalty: 4192.251953
	Iteration 13Q: 3 clusters Score -547596.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -547610.500000 Penalty: 4192.251953
	Iteration 14Q: 3 clusters Score -547610.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -547625.875000 Penalty: 4192.251953
	Iteration 15Q: 3 clusters Score -547625.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -547642.500000 Penalty: 4192.251953
	Iteration 16Q: 3 clusters Score -547642.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -547660.000000 Penalty: 4192.251953
	Iteration 17Q: 3 clusters Score -547660 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -547678.000000 Penalty: 4192.251953
	Iteration 18Q: 3 clusters Score -547678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -547708.625000 Penalty: 4192.251953
	Iteration 19Q: 3 clusters Score -547708.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -547741.375000 Penalty: 4192.251953
	Iteration 20F: 3 clusters Score -547741.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -547789.812500 Penalty: 4192.251953
	Iteration 21Q: 3 clusters Score -547789.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -547844.125000 Penalty: 4192.251953
	Iteration 22Q: 3 clusters Score -547844.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -547894.250000 Penalty: 4192.251953
	Iteration 23Q: 3 clusters Score -547894.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -547950.875000 Penalty: 4192.251953
	Iteration 24Q: 3 clusters Score -547950.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -547996.875000 Penalty: 4192.251953
	Iteration 25Q: 3 clusters Score -547996.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -548040.250000 Penalty: 4192.251953
	Iteration 26Q: 3 clusters Score -548040.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -548105.000000 Penalty: 4192.251953
	Iteration 27Q: 3 clusters Score -548105 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -548174.125000 Penalty: 4192.251953
	Iteration 28Q: 3 clusters Score -548174.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -548248.562500 Penalty: 4192.251953
	Iteration 29Q: 3 clusters Score -548248.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -548335.187500 Penalty: 4192.251953
	Iteration 30Q: 3 clusters Score -548335.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -548435.500000 Penalty: 4192.251953
	Iteration 31Q: 3 clusters Score -548435.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -548522.687500 Penalty: 4192.251953
	Iteration 32Q: 3 clusters Score -548522.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -548584.875000 Penalty: 4192.251953
	Iteration 33Q: 3 clusters Score -548584.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -548653.812500 Penalty: 4192.251953
	Iteration 34Q: 3 clusters Score -548653.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -548717.062500 Penalty: 4192.251953
	Iteration 35Q: 3 clusters Score -548717.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -548783.312500 Penalty: 4192.251953
	Iteration 36Q: 3 clusters Score -548783.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -548841.062500 Penalty: 4192.251953
	Iteration 37Q: 3 clusters Score -548841.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -548885.125000 Penalty: 4192.251953
	Iteration 38Q: 3 clusters Score -548885.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -548916.875000 Penalty: 4192.251953
	Iteration 39Q: 3 clusters Score -548916.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -548936.375000 Penalty: 4192.251953
	Iteration 40F: 3 clusters Score -548936.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -548948.937500 Penalty: 4192.251953
	Iteration 41Q: 3 clusters Score -548948.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -548963.687500 Penalty: 4192.251953
	Iteration 42Q: 3 clusters Score -548963.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -548976.625000 Penalty: 4192.251953
	Iteration 43Q: 3 clusters Score -548976.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -548984.062500 Penalty: 4192.251953
	Iteration 44Q: 3 clusters Score -548984.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -548991.187500 Penalty: 4192.251953
	Iteration 45Q: 3 clusters Score -548991.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -548999.000000 Penalty: 4192.251953
	Iteration 46Q: 3 clusters Score -548999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -549006.312500 Penalty: 4192.251953
	Iteration 47Q: 3 clusters Score -549006.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -549010.250000 Penalty: 4192.251953
	Iteration 48Q: 3 clusters Score -549010.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -549014.125000 Penalty: 4192.251953
	Iteration 49Q: 3 clusters Score -549014.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -549017.812500 Penalty: 4192.251953
	Iteration 50Q: 3 clusters Score -549017.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -549019.687500 Penalty: 4192.251953
	Iteration 51Q: 3 clusters Score -549019.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -549022.125000 Penalty: 4192.251953
	Iteration 52Q: 3 clusters Score -549022.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -549025.687500 Penalty: 4192.251953
	Iteration 53Q: 3 clusters Score -549025.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -549027.250000 Penalty: 4192.251953
	Iteration 54Q: 3 clusters Score -549027.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -549028.125000 Penalty: 4192.251953
	Iteration 55Q: 3 clusters Score -549028.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -549029.250000 Penalty: 4192.251953
	Iteration 56Q: 3 clusters Score -549029.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -549029.312500 Penalty: 4192.251953
	Iteration 57Q: 3 clusters Score -549029.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -549033.062500 Penalty: 4192.251953
	Iteration 58Q: 3 clusters Score -549033.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -549032.062500 Penalty: 4192.251953
	Iteration 59Q: 3 clusters Score -549032.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -549033.000000 Penalty: 4192.251953
	Iteration 60F: 3 clusters Score -549033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -549033.687500 Penalty: 4192.251953
	Iteration 61Q: 3 clusters Score -549033.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -549033.375000 Penalty: 4192.251953
	Iteration 62Q: 3 clusters Score -549033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -549033.375000 Penalty: 4192.251953
	Iteration 63F: 3 clusters Score -549033.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -31060.832031 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -31060.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -29874.564453 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -29874.56 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -30232.228516 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -30232.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -30363.273438 Penalty: 2909.768066
	Iteration 2F: 3 clusters Score -30363.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30444.552734 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -30444.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30481.820312 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -30481.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30510.101562 Penalty: 2909.768066
	Iteration 5Q: 3 clusters Score -30510.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30531.861328 Penalty: 2909.768066
	Iteration 6Q: 3 clusters Score -30531.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30552.646484 Penalty: 2909.768066
	Iteration 7Q: 3 clusters Score -30552.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30552.646484 Penalty: 2909.768066
	Iteration 8F: 3 clusters Score -30552.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (53649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Entering Unmasked Estep 
Score: -6576698.500000 Penalty: 2700.773926
	Iteration 0F: 2 clusters Score -6576698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -6540503.000000 Penalty: 5401.547852
	Iteration 0F: 3 clusters Score -6540503 nChanged 25035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -6554589.000000 Penalty: 5401.547852
	Iteration 1F: 3 clusters Score -6554589 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -6555247.000000 Penalty: 5401.547852
	Iteration 2Q: 3 clusters Score -6555247 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -6556129.500000 Penalty: 5401.547852
	Iteration 3Q: 3 clusters Score -6556130 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -6557433.500000 Penalty: 5401.547852
	Iteration 4Q: 3 clusters Score -6557434 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -6559484.500000 Penalty: 5401.547852
	Iteration 5F: 3 clusters Score -6559484 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -6562654.000000 Penalty: 5401.547852
	Iteration 6F: 3 clusters Score -6562654 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -6566689.000000 Penalty: 5401.547852
	Iteration 7F: 3 clusters Score -6566689 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -6570576.000000 Penalty: 5401.547852
	Iteration 8F: 3 clusters Score -6570576 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6572901.500000 Penalty: 5401.547852
	Iteration 9Q: 3 clusters Score -6572902 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6573802.000000 Penalty: 5401.547852
	Iteration 10Q: 3 clusters Score -6573802 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -6574078.500000 Penalty: 5401.547852
	Iteration 11Q: 3 clusters Score -6574078 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6574201.500000 Penalty: 5401.547852
	Iteration 12Q: 3 clusters Score -6574202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6574259.500000 Penalty: 5401.547852
	Iteration 13Q: 3 clusters Score -6574260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53455 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6574294.000000 Penalty: 5401.547852
	Iteration 14Q: 3 clusters Score -6574294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -6574312.000000 Penalty: 5401.547852
	Iteration 15Q: 3 clusters Score -6574312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53464 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -6574326.500000 Penalty: 5401.547852
	Iteration 16Q: 3 clusters Score -6574326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -6574332.000000 Penalty: 5401.547852
	Iteration 17Q: 3 clusters Score -6574332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6574335.000000 Penalty: 5401.547852
	Iteration 18Q: 3 clusters Score -6574335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6574333.000000 Penalty: 5401.547852
	Iteration 19Q: 3 clusters Score -6574333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6574334.500000 Penalty: 5401.547852
	Iteration 20F: 3 clusters Score -6574334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Entering Unmasked Estep 
Score: -244956.515625 Penalty: 1894.153687
	Iteration 0F: 2 clusters Score -244956.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -242281.406250 Penalty: 3788.307373
	Iteration 0F: 3 clusters Score -242281.4 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -242765.343750 Penalty: 3788.307373
	Iteration 1F: 3 clusters Score -242765.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -242892.656250 Penalty: 3788.307373
	Iteration 2F: 3 clusters Score -242892.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -242961.843750 Penalty: 3788.307373
	Iteration 3Q: 3 clusters Score -242961.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -243020.218750 Penalty: 3788.307373
	Iteration 4Q: 3 clusters Score -243020.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -243081.437500 Penalty: 3788.307373
	Iteration 5Q: 3 clusters Score -243081.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -243145.421875 Penalty: 3788.307373
	Iteration 6Q: 3 clusters Score -243145.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -243191.406250 Penalty: 3788.307373
	Iteration 7Q: 3 clusters Score -243191.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -243236.812500 Penalty: 3788.307373
	Iteration 8Q: 3 clusters Score -243236.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -243270.250000 Penalty: 3788.307373
	Iteration 9Q: 3 clusters Score -243270.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -243299.656250 Penalty: 3788.307373
	Iteration 10Q: 3 clusters Score -243299.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -243329.046875 Penalty: 3788.307373
	Iteration 11Q: 3 clusters Score -243329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -243354.343750 Penalty: 3788.307373
	Iteration 12Q: 3 clusters Score -243354.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -243381.859375 Penalty: 3788.307373
	Iteration 13Q: 3 clusters Score -243381.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -243416.687500 Penalty: 3788.307373
	Iteration 14Q: 3 clusters Score -243416.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -243443.328125 Penalty: 3788.307373
	Iteration 15Q: 3 clusters Score -243443.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -243463.234375 Penalty: 3788.307373
	Iteration 16Q: 3 clusters Score -243463.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -243480.359375 Penalty: 3788.307373
	Iteration 17Q: 3 clusters Score -243480.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -243490.937500 Penalty: 3788.307373
	Iteration 18Q: 3 clusters Score -243490.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -243497.500000 Penalty: 3788.307373
	Iteration 19Q: 3 clusters Score -243497.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -243499.531250 Penalty: 3788.307373
	Iteration 20F: 3 clusters Score -243499.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -243500.687500 Penalty: 3788.307373
	Iteration 21Q: 3 clusters Score -243500.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -243500.984375 Penalty: 3788.307373
	Iteration 22Q: 3 clusters Score -243501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -243500.984375 Penalty: 3788.307373
	Iteration 23F: 3 clusters Score -243501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Entering Unmasked Estep 
Score: -307991.312500 Penalty: 1953.123779
	Iteration 0F: 2 clusters Score -307991.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -304965.125000 Penalty: 3906.247559
	Iteration 0F: 3 clusters Score -304965.1 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -305591.937500 Penalty: 3906.247559
	Iteration 1F: 3 clusters Score -305591.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -305732.281250 Penalty: 3906.247559
	Iteration 2F: 3 clusters Score -305732.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -305813.937500 Penalty: 3906.247559
	Iteration 3Q: 3 clusters Score -305813.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -305865.031250 Penalty: 3906.247559
	Iteration 4Q: 3 clusters Score -305865 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -305904.812500 Penalty: 3906.247559
	Iteration 5Q: 3 clusters Score -305904.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -305933.531250 Penalty: 3906.247559
	Iteration 6Q: 3 clusters Score -305933.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -305952.000000 Penalty: 3906.247559
	Iteration 7Q: 3 clusters Score -305952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -305970.750000 Penalty: 3906.247559
	Iteration 8Q: 3 clusters Score -305970.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -305986.343750 Penalty: 3906.247559
	Iteration 9Q: 3 clusters Score -305986.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -305997.343750 Penalty: 3906.247559
	Iteration 10Q: 3 clusters Score -305997.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -306005.718750 Penalty: 3906.247559
	Iteration 11Q: 3 clusters Score -306005.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -306011.375000 Penalty: 3906.247559
	Iteration 12Q: 3 clusters Score -306011.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -306019.562500 Penalty: 3906.247559
	Iteration 13Q: 3 clusters Score -306019.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -306027.062500 Penalty: 3906.247559
	Iteration 14Q: 3 clusters Score -306027.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -306033.531250 Penalty: 3906.247559
	Iteration 15Q: 3 clusters Score -306033.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -306038.875000 Penalty: 3906.247559
	Iteration 16Q: 3 clusters Score -306038.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -306048.687500 Penalty: 3906.247559
	Iteration 17Q: 3 clusters Score -306048.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -306053.062500 Penalty: 3906.247559
	Iteration 18Q: 3 clusters Score -306053.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -306056.593750 Penalty: 3906.247559
	Iteration 19Q: 3 clusters Score -306056.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -306057.781250 Penalty: 3906.247559
	Iteration 20F: 3 clusters Score -306057.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -306059.062500 Penalty: 3906.247559
	Iteration 21Q: 3 clusters Score -306059.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -306059.906250 Penalty: 3906.247559
	Iteration 22Q: 3 clusters Score -306059.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -306061.093750 Penalty: 3906.247559
	Iteration 23Q: 3 clusters Score -306061.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -306062.125000 Penalty: 3906.247559
	Iteration 24Q: 3 clusters Score -306062.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -306062.906250 Penalty: 3906.247559
	Iteration 25Q: 3 clusters Score -306062.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -306065.687500 Penalty: 3906.247559
	Iteration 26Q: 3 clusters Score -306065.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -306068.062500 Penalty: 3906.247559
	Iteration 27Q: 3 clusters Score -306068.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -306069.656250 Penalty: 3906.247559
	Iteration 28Q: 3 clusters Score -306069.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -306072.500000 Penalty: 3906.247559
	Iteration 29Q: 3 clusters Score -306072.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -306073.781250 Penalty: 3906.247559
	Iteration 30Q: 3 clusters Score -306073.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -306074.750000 Penalty: 3906.247559
	Iteration 31Q: 3 clusters Score -306074.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -306075.218750 Penalty: 3906.247559
	Iteration 32Q: 3 clusters Score -306075.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -306076.625000 Penalty: 3906.247559
	Iteration 33Q: 3 clusters Score -306076.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -306076.625000 Penalty: 3906.247559
	Iteration 34F: 3 clusters Score -306076.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Entering Unmasked Estep 
Score: -728106.875000 Penalty: 2162.471924
	Iteration 0F: 2 clusters Score -728106.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -722900.625000 Penalty: 4324.943848
	Iteration 0F: 3 clusters Score -722900.6 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -724280.500000 Penalty: 4324.943848
	Iteration 1F: 3 clusters Score -724280.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -724553.812500 Penalty: 4324.943848
	Iteration 2F: 3 clusters Score -724553.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -724732.437500 Penalty: 4324.943848
	Iteration 3F: 3 clusters Score -724732.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -724869.875000 Penalty: 4324.943848
	Iteration 4Q: 3 clusters Score -724869.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -724987.250000 Penalty: 4324.943848
	Iteration 5Q: 3 clusters Score -724987.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -725096.250000 Penalty: 4324.943848
	Iteration 6Q: 3 clusters Score -725096.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -725215.687500 Penalty: 4324.943848
	Iteration 7Q: 3 clusters Score -725215.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -725364.750000 Penalty: 4324.943848
	Iteration 8Q: 3 clusters Score -725364.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -725556.625000 Penalty: 4324.943848
	Iteration 9Q: 3 clusters Score -725556.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -725728.875000 Penalty: 4324.943848
	Iteration 10Q: 3 clusters Score -725728.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -725885.187500 Penalty: 4324.943848
	Iteration 11Q: 3 clusters Score -725885.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -726028.312500 Penalty: 4324.943848
	Iteration 12Q: 3 clusters Score -726028.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -726134.250000 Penalty: 4324.943848
	Iteration 13Q: 3 clusters Score -726134.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -726223.375000 Penalty: 4324.943848
	Iteration 14Q: 3 clusters Score -726223.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -726300.187500 Penalty: 4324.943848
	Iteration 15Q: 3 clusters Score -726300.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -726366.125000 Penalty: 4324.943848
	Iteration 16Q: 3 clusters Score -726366.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -726417.812500 Penalty: 4324.943848
	Iteration 17Q: 3 clusters Score -726417.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -726460.625000 Penalty: 4324.943848
	Iteration 18Q: 3 clusters Score -726460.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -726496.437500 Penalty: 4324.943848
	Iteration 19Q: 3 clusters Score -726496.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -726530.625000 Penalty: 4324.943848
	Iteration 20F: 3 clusters Score -726530.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -726551.750000 Penalty: 4324.943848
	Iteration 21Q: 3 clusters Score -726551.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -726566.562500 Penalty: 4324.943848
	Iteration 22Q: 3 clusters Score -726566.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -726577.875000 Penalty: 4324.943848
	Iteration 23Q: 3 clusters Score -726577.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -726587.062500 Penalty: 4324.943848
	Iteration 24Q: 3 clusters Score -726587.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -726593.687500 Penalty: 4324.943848
	Iteration 25Q: 3 clusters Score -726593.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -726599.250000 Penalty: 4324.943848
	Iteration 26Q: 3 clusters Score -726599.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -726608.187500 Penalty: 4324.943848
	Iteration 27Q: 3 clusters Score -726608.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -726615.750000 Penalty: 4324.943848
	Iteration 28Q: 3 clusters Score -726615.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -726628.250000 Penalty: 4324.943848
	Iteration 29Q: 3 clusters Score -726628.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -726637.500000 Penalty: 4324.943848
	Iteration 30Q: 3 clusters Score -726637.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -726643.500000 Penalty: 4324.943848
	Iteration 31Q: 3 clusters Score -726643.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -726648.500000 Penalty: 4324.943848
	Iteration 32Q: 3 clusters Score -726648.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -726660.125000 Penalty: 4324.943848
	Iteration 33Q: 3 clusters Score -726660.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -726669.687500 Penalty: 4324.943848
	Iteration 34Q: 3 clusters Score -726669.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -726679.187500 Penalty: 4324.943848
	Iteration 35Q: 3 clusters Score -726679.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -726686.937500 Penalty: 4324.943848
	Iteration 36Q: 3 clusters Score -726686.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -726695.375000 Penalty: 4324.943848
	Iteration 37Q: 3 clusters Score -726695.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -726698.375000 Penalty: 4324.943848
	Iteration 38Q: 3 clusters Score -726698.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -726704.062500 Penalty: 4324.943848
	Iteration 39Q: 3 clusters Score -726704.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -726710.500000 Penalty: 4324.943848
	Iteration 40F: 3 clusters Score -726710.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -726717.250000 Penalty: 4324.943848
	Iteration 41Q: 3 clusters Score -726717.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -726721.937500 Penalty: 4324.943848
	Iteration 42Q: 3 clusters Score -726721.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -726725.375000 Penalty: 4324.943848
	Iteration 43Q: 3 clusters Score -726725.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -726728.125000 Penalty: 4324.943848
	Iteration 44Q: 3 clusters Score -726728.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -726731.562500 Penalty: 4324.943848
	Iteration 45Q: 3 clusters Score -726731.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -726732.625000 Penalty: 4324.943848
	Iteration 46Q: 3 clusters Score -726732.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -726734.500000 Penalty: 4324.943848
	Iteration 47Q: 3 clusters Score -726734.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -726738.687500 Penalty: 4324.943848
	Iteration 48Q: 3 clusters Score -726738.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -726741.312500 Penalty: 4324.943848
	Iteration 49Q: 3 clusters Score -726741.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -726745.562500 Penalty: 4324.943848
	Iteration 50Q: 3 clusters Score -726745.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -726746.312500 Penalty: 4324.943848
	Iteration 51Q: 3 clusters Score -726746.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -726749.125000 Penalty: 4324.943848
	Iteration 52Q: 3 clusters Score -726749.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -726750.250000 Penalty: 4324.943848
	Iteration 53Q: 3 clusters Score -726750.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -726750.312500 Penalty: 4324.943848
	Iteration 54Q: 3 clusters Score -726750.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -726751.500000 Penalty: 4324.943848
	Iteration 55Q: 3 clusters Score -726751.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -726750.812500 Penalty: 4324.943848
	Iteration 56Q: 3 clusters Score -726750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -726751.187500 Penalty: 4324.943848
	Iteration 57Q: 3 clusters Score -726751.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -726751.250000 Penalty: 4324.943848
	Iteration 58Q: 3 clusters Score -726751.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -726751.812500 Penalty: 4324.943848
	Iteration 59Q: 3 clusters Score -726751.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -726751.812500 Penalty: 4324.943848
	Iteration 60F: 3 clusters Score -726751.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -57567.386719 Penalty: 1565.759888
	Iteration 0F: 2 clusters Score -57567.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56084.535156 Penalty: 3131.519775
	Iteration 0F: 3 clusters Score -56084.54 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56446.988281 Penalty: 3131.519775
	Iteration 1F: 3 clusters Score -56446.99 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -56801.304688 Penalty: 3131.519775
	Iteration 2F: 3 clusters Score -56801.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -56926.746094 Penalty: 3131.519775
	Iteration 3F: 3 clusters Score -56926.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -56969.203125 Penalty: 3131.519775
	Iteration 4Q: 3 clusters Score -56969.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -56987.496094 Penalty: 3131.519775
	Iteration 5Q: 3 clusters Score -56987.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -57006.082031 Penalty: 3131.519775
	Iteration 6Q: 3 clusters Score -57006.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -57006.082031 Penalty: 3131.519775
	Iteration 7F: 3 clusters Score -57006.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (245761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245761 members 
Entering Unmasked Estep 
Score: -30230674.000000 Penalty: 3078.204590
	Iteration 0F: 2 clusters Score -3.023067e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122937 members 
Mstep: Class 2 contains 122824 members 
Entering Unmasked Estep 
Score: -30072744.000000 Penalty: 6156.409180
	Iteration 0F: 3 clusters Score -3.007274e+07 nChanged 118671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123036 members 
Mstep: Class 2 contains 122725 members 
Entering Unmasked Estep 
Score: -30142258.000000 Penalty: 6156.409180
	Iteration 1F: 3 clusters Score -3.014226e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123100 members 
Mstep: Class 2 contains 122661 members 
Entering Unmasked Estep 
Score: -30143374.000000 Penalty: 6156.409180
	Iteration 2Q: 3 clusters Score -3.014337e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123183 members 
Mstep: Class 2 contains 122578 members 
Entering Unmasked Estep 
Score: -30144498.000000 Penalty: 6156.409180
	Iteration 3Q: 3 clusters Score -3.01445e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123437 members 
Mstep: Class 2 contains 122324 members 
Entering Unmasked Estep 
Score: -30145710.000000 Penalty: 6156.409180
	Iteration 4Q: 3 clusters Score -3.014571e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123798 members 
Mstep: Class 2 contains 121963 members 
Entering Unmasked Estep 
Score: -30146950.000000 Penalty: 6156.409180
	Iteration 5Q: 3 clusters Score -3.014695e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124341 members 
Mstep: Class 2 contains 121420 members 
Entering Unmasked Estep 
Score: -30148710.000000 Penalty: 6156.409180
	Iteration 6Q: 3 clusters Score -3.014871e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124961 members 
Mstep: Class 2 contains 120800 members 
Entering Unmasked Estep 
Score: -30150806.000000 Penalty: 6156.409180
	Iteration 7Q: 3 clusters Score -3.015081e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125823 members 
Mstep: Class 2 contains 119938 members 
Entering Unmasked Estep 
Score: -30153654.000000 Penalty: 6156.409180
	Iteration 8Q: 3 clusters Score -3.015365e+07 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126861 members 
Mstep: Class 2 contains 118900 members 
Entering Unmasked Estep 
Score: -30157360.000000 Penalty: 6156.409180
	Iteration 9Q: 3 clusters Score -3.015736e+07 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128161 members 
Mstep: Class 2 contains 117600 members 
Entering Unmasked Estep 
Score: -30162680.000000 Penalty: 6156.409180
	Iteration 10Q: 3 clusters Score -3.016268e+07 nChanged 13073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129828 members 
Mstep: Class 2 contains 115933 members 
Entering Unmasked Estep 
Score: -30171182.000000 Penalty: 6156.409180
	Iteration 11F: 3 clusters Score -3.017118e+07 nChanged 14338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131458 members 
Mstep: Class 2 contains 114303 members 
Entering Unmasked Estep 
Score: -30181494.000000 Penalty: 6156.409180
	Iteration 12F: 3 clusters Score -3.018149e+07 nChanged 13926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132872 members 
Mstep: Class 2 contains 112889 members 
Entering Unmasked Estep 
Score: -30189638.000000 Penalty: 6156.409180
	Iteration 13F: 3 clusters Score -3.018964e+07 nChanged 10466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133940 members 
Mstep: Class 2 contains 111821 members 
Entering Unmasked Estep 
Score: -30193074.000000 Penalty: 6156.409180
	Iteration 14Q: 3 clusters Score -3.019307e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135038 members 
Mstep: Class 2 contains 110723 members 
Entering Unmasked Estep 
Score: -30194414.000000 Penalty: 6156.409180
	Iteration 15Q: 3 clusters Score -3.019441e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136132 members 
Mstep: Class 2 contains 109629 members 
Entering Unmasked Estep 
Score: -30194616.000000 Penalty: 6156.409180
	Iteration 16Q: 3 clusters Score -3.019462e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137323 members 
Mstep: Class 2 contains 108438 members 
Entering Unmasked Estep 
Score: -30194840.000000 Penalty: 6156.409180
	Iteration 17Q: 3 clusters Score -3.019484e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138553 members 
Mstep: Class 2 contains 107208 members 
Entering Unmasked Estep 
Score: -30195126.000000 Penalty: 6156.409180
	Iteration 18Q: 3 clusters Score -3.019513e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139863 members 
Mstep: Class 2 contains 105898 members 
Entering Unmasked Estep 
Score: -30195374.000000 Penalty: 6156.409180
	Iteration 19Q: 3 clusters Score -3.019537e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141332 members 
Mstep: Class 2 contains 104429 members 
Entering Unmasked Estep 
Score: -30195712.000000 Penalty: 6156.409180
	Iteration 20F: 3 clusters Score -3.019571e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142935 members 
Mstep: Class 2 contains 102826 members 
Entering Unmasked Estep 
Score: -30196034.000000 Penalty: 6156.409180
	Iteration 21Q: 3 clusters Score -3.019603e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144566 members 
Mstep: Class 2 contains 101195 members 
Entering Unmasked Estep 
Score: -30196526.000000 Penalty: 6156.409180
	Iteration 22Q: 3 clusters Score -3.019653e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146293 members 
Mstep: Class 2 contains 99468 members 
Entering Unmasked Estep 
Score: -30196910.000000 Penalty: 6156.409180
	Iteration 23Q: 3 clusters Score -3.019691e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148065 members 
Mstep: Class 2 contains 97696 members 
Entering Unmasked Estep 
Score: -30197292.000000 Penalty: 6156.409180
	Iteration 24Q: 3 clusters Score -3.019729e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149906 members 
Mstep: Class 2 contains 95855 members 
Entering Unmasked Estep 
Score: -30197876.000000 Penalty: 6156.409180
	Iteration 25Q: 3 clusters Score -3.019788e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151883 members 
Mstep: Class 2 contains 93878 members 
Entering Unmasked Estep 
Score: -30198308.000000 Penalty: 6156.409180
	Iteration 26Q: 3 clusters Score -3.019831e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154004 members 
Mstep: Class 2 contains 91757 members 
Entering Unmasked Estep 
Score: -30198836.000000 Penalty: 6156.409180
	Iteration 27Q: 3 clusters Score -3.019884e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156209 members 
Mstep: Class 2 contains 89552 members 
Entering Unmasked Estep 
Score: -30199152.000000 Penalty: 6156.409180
	Iteration 28Q: 3 clusters Score -3.019915e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158610 members 
Mstep: Class 2 contains 87151 members 
Entering Unmasked Estep 
Score: -30199760.000000 Penalty: 6156.409180
	Iteration 29Q: 3 clusters Score -3.019976e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161158 members 
Mstep: Class 2 contains 84603 members 
Entering Unmasked Estep 
Score: -30200424.000000 Penalty: 6156.409180
	Iteration 30Q: 3 clusters Score -3.020042e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163872 members 
Mstep: Class 2 contains 81889 members 
Entering Unmasked Estep 
Score: -30201014.000000 Penalty: 6156.409180
	Iteration 31Q: 3 clusters Score -3.020101e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166735 members 
Mstep: Class 2 contains 79026 members 
Entering Unmasked Estep 
Score: -30201586.000000 Penalty: 6156.409180
	Iteration 32Q: 3 clusters Score -3.020159e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169672 members 
Mstep: Class 2 contains 76089 members 
Entering Unmasked Estep 
Score: -30202198.000000 Penalty: 6156.409180
	Iteration 33Q: 3 clusters Score -3.02022e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172672 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
Score: -30202922.000000 Penalty: 6156.409180
	Iteration 34Q: 3 clusters Score -3.020292e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175850 members 
Mstep: Class 2 contains 69911 members 
Entering Unmasked Estep 
Score: -30203674.000000 Penalty: 6156.409180
	Iteration 35Q: 3 clusters Score -3.020367e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179134 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -30204466.000000 Penalty: 6156.409180
	Iteration 36Q: 3 clusters Score -3.020447e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182360 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -30205210.000000 Penalty: 6156.409180
	Iteration 37Q: 3 clusters Score -3.020521e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185681 members 
Mstep: Class 2 contains 60080 members 
Entering Unmasked Estep 
Score: -30205844.000000 Penalty: 6156.409180
	Iteration 38Q: 3 clusters Score -3.020584e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189018 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -30206758.000000 Penalty: 6156.409180
	Iteration 39Q: 3 clusters Score -3.020676e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192445 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
Score: -30207788.000000 Penalty: 6156.409180
	Iteration 40F: 3 clusters Score -3.020779e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195934 members 
Mstep: Class 2 contains 49827 members 
Entering Unmasked Estep 
Score: -30208900.000000 Penalty: 6156.409180
	Iteration 41Q: 3 clusters Score -3.02089e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199501 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -30209980.000000 Penalty: 6156.409180
	Iteration 42Q: 3 clusters Score -3.020998e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203004 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -30211288.000000 Penalty: 6156.409180
	Iteration 43Q: 3 clusters Score -3.021129e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206602 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -30212364.000000 Penalty: 6156.409180
	Iteration 44Q: 3 clusters Score -3.021236e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210111 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -30213552.000000 Penalty: 6156.409180
	Iteration 45Q: 3 clusters Score -3.021355e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213661 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -30215090.000000 Penalty: 6156.409180
	Iteration 46Q: 3 clusters Score -3.021509e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217110 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -30216468.000000 Penalty: 6156.409180
	Iteration 47Q: 3 clusters Score -3.021647e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220469 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -30218082.000000 Penalty: 6156.409180
	Iteration 48Q: 3 clusters Score -3.021808e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223525 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -30219152.000000 Penalty: 6156.409180
	Iteration 49Q: 3 clusters Score -3.021915e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226357 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -30220324.000000 Penalty: 6156.409180
	Iteration 50Q: 3 clusters Score -3.022032e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228979 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -30221506.000000 Penalty: 6156.409180
	Iteration 51Q: 3 clusters Score -3.022151e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231311 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -30222546.000000 Penalty: 6156.409180
	Iteration 52Q: 3 clusters Score -3.022255e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233350 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -30223432.000000 Penalty: 6156.409180
	Iteration 53Q: 3 clusters Score -3.022343e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235212 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -30224446.000000 Penalty: 6156.409180
	Iteration 54Q: 3 clusters Score -3.022445e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236825 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -30225370.000000 Penalty: 6156.409180
	Iteration 55Q: 3 clusters Score -3.022537e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238104 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -30225958.000000 Penalty: 6156.409180
	Iteration 56Q: 3 clusters Score -3.022596e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239155 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -30226432.000000 Penalty: 6156.409180
	Iteration 57Q: 3 clusters Score -3.022643e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240079 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -30226890.000000 Penalty: 6156.409180
	Iteration 58Q: 3 clusters Score -3.022689e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240800 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -30227166.000000 Penalty: 6156.409180
	Iteration 59Q: 3 clusters Score -3.022717e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241390 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -30227488.000000 Penalty: 6156.409180
	Iteration 60F: 3 clusters Score -3.022749e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241861 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -30227798.000000 Penalty: 6156.409180
	Iteration 61Q: 3 clusters Score -3.02278e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242220 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -30228002.000000 Penalty: 6156.409180
	Iteration 62Q: 3 clusters Score -3.0228e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242487 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -30228158.000000 Penalty: 6156.409180
	Iteration 63Q: 3 clusters Score -3.022816e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242696 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -30228334.000000 Penalty: 6156.409180
	Iteration 64Q: 3 clusters Score -3.022833e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242870 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -30228468.000000 Penalty: 6156.409180
	Iteration 65Q: 3 clusters Score -3.022847e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242999 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -30228606.000000 Penalty: 6156.409180
	Iteration 66Q: 3 clusters Score -3.022861e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243105 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -30228624.000000 Penalty: 6156.409180
	Iteration 67Q: 3 clusters Score -3.022862e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243192 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -30228646.000000 Penalty: 6156.409180
	Iteration 68Q: 3 clusters Score -3.022865e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243263 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -30228680.000000 Penalty: 6156.409180
	Iteration 69Q: 3 clusters Score -3.022868e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243310 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -30228692.000000 Penalty: 6156.409180
	Iteration 70Q: 3 clusters Score -3.022869e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243355 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -30228712.000000 Penalty: 6156.409180
	Iteration 71Q: 3 clusters Score -3.022871e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243398 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -30228722.000000 Penalty: 6156.409180
	Iteration 72Q: 3 clusters Score -3.022872e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243438 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -30228712.000000 Penalty: 6156.409180
	Iteration 73Q: 3 clusters Score -3.022871e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243479 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -30228724.000000 Penalty: 6156.409180
	Iteration 74Q: 3 clusters Score -3.022872e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243509 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -30228742.000000 Penalty: 6156.409180
	Iteration 75Q: 3 clusters Score -3.022874e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243540 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -30228738.000000 Penalty: 6156.409180
	Iteration 76Q: 3 clusters Score -3.022874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243560 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -30228740.000000 Penalty: 6156.409180
	Iteration 77Q: 3 clusters Score -3.022874e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243577 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -30228792.000000 Penalty: 6156.409180
	Iteration 78Q: 3 clusters Score -3.022879e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243590 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -30228768.000000 Penalty: 6156.409180
	Iteration 79Q: 3 clusters Score -3.022877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243603 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -30228778.000000 Penalty: 6156.409180
	Iteration 80F: 3 clusters Score -3.022878e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243615 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -30228800.000000 Penalty: 6156.409180
	Iteration 81Q: 3 clusters Score -3.02288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243624 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -30228806.000000 Penalty: 6156.409180
	Iteration 82Q: 3 clusters Score -3.022881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243625 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -30228814.000000 Penalty: 6156.409180
	Iteration 83Q: 3 clusters Score -3.022881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243631 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -30228792.000000 Penalty: 6156.409180
	Iteration 84Q: 3 clusters Score -3.022879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243638 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -30228804.000000 Penalty: 6156.409180
	Iteration 85Q: 3 clusters Score -3.02288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243646 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -30228786.000000 Penalty: 6156.409180
	Iteration 86Q: 3 clusters Score -3.022879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243651 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -30228790.000000 Penalty: 6156.409180
	Iteration 87Q: 3 clusters Score -3.022879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243660 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -30228802.000000 Penalty: 6156.409180
	Iteration 88Q: 3 clusters Score -3.02288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243664 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -30228780.000000 Penalty: 6156.409180
	Iteration 89Q: 3 clusters Score -3.022878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243665 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -30228794.000000 Penalty: 6156.409180
	Iteration 90Q: 3 clusters Score -3.022879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243667 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -30228778.000000 Penalty: 6156.409180
	Iteration 91Q: 3 clusters Score -3.022878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243670 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -30228802.000000 Penalty: 6156.409180
	Iteration 92Q: 3 clusters Score -3.02288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243672 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -30228822.000000 Penalty: 6156.409180
	Iteration 93Q: 3 clusters Score -3.022882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243673 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -30228810.000000 Penalty: 6156.409180
	Iteration 94Q: 3 clusters Score -3.022881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243673 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -30228810.000000 Penalty: 6156.409180
	Iteration 95F: 3 clusters Score -3.022881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Entering Unmasked Estep 
Score: -1404187.500000 Penalty: 2316.005859
	Iteration 0F: 2 clusters Score -1404188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1395654.375000 Penalty: 4632.011719
	Iteration 0F: 3 clusters Score -1395654 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1398269.250000 Penalty: 4632.011719
	Iteration 1F: 3 clusters Score -1398269 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1398630.125000 Penalty: 4632.011719
	Iteration 2F: 3 clusters Score -1398630 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1398995.500000 Penalty: 4632.011719
	Iteration 3F: 3 clusters Score -1398996 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1399413.375000 Penalty: 4632.011719
	Iteration 4F: 3 clusters Score -1399413 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1399863.625000 Penalty: 4632.011719
	Iteration 5F: 3 clusters Score -1399864 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1400326.375000 Penalty: 4632.011719
	Iteration 6F: 3 clusters Score -1400326 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1400809.875000 Penalty: 4632.011719
	Iteration 7F: 3 clusters Score -1400810 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1401276.625000 Penalty: 4632.011719
	Iteration 8F: 3 clusters Score -1401277 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1401648.500000 Penalty: 4632.011719
	Iteration 9Q: 3 clusters Score -1401648 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1401956.875000 Penalty: 4632.011719
	Iteration 10Q: 3 clusters Score -1401957 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1402143.750000 Penalty: 4632.011719
	Iteration 11Q: 3 clusters Score -1402144 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1402241.625000 Penalty: 4632.011719
	Iteration 12Q: 3 clusters Score -1402242 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1402319.500000 Penalty: 4632.011719
	Iteration 13Q: 3 clusters Score -1402320 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1402392.875000 Penalty: 4632.011719
	Iteration 14Q: 3 clusters Score -1402393 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1402448.375000 Penalty: 4632.011719
	Iteration 15Q: 3 clusters Score -1402448 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1402490.375000 Penalty: 4632.011719
	Iteration 16Q: 3 clusters Score -1402490 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1402534.875000 Penalty: 4632.011719
	Iteration 17Q: 3 clusters Score -1402535 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1402567.000000 Penalty: 4632.011719
	Iteration 18Q: 3 clusters Score -1402567 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1402591.625000 Penalty: 4632.011719
	Iteration 19Q: 3 clusters Score -1402592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1402606.500000 Penalty: 4632.011719
	Iteration 20F: 3 clusters Score -1402606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1402614.500000 Penalty: 4632.011719
	Iteration 21Q: 3 clusters Score -1402614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1402627.375000 Penalty: 4632.011719
	Iteration 22Q: 3 clusters Score -1402627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1402631.375000 Penalty: 4632.011719
	Iteration 23Q: 3 clusters Score -1402631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1402639.875000 Penalty: 4632.011719
	Iteration 24Q: 3 clusters Score -1402640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1402643.125000 Penalty: 4632.011719
	Iteration 25Q: 3 clusters Score -1402643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1402648.250000 Penalty: 4632.011719
	Iteration 26Q: 3 clusters Score -1402648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1402647.875000 Penalty: 4632.011719
	Iteration 27Q: 3 clusters Score -1402648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1402649.750000 Penalty: 4632.011719
	Iteration 28Q: 3 clusters Score -1402650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1402650.125000 Penalty: 4632.011719
	Iteration 29Q: 3 clusters Score -1402650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1402652.375000 Penalty: 4632.011719
	Iteration 30Q: 3 clusters Score -1402652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1402655.250000 Penalty: 4632.011719
	Iteration 31Q: 3 clusters Score -1402655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1402655.250000 Penalty: 4632.011719
	Iteration 32F: 3 clusters Score -1402655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -56208.566406 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -56208.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -54693.472656 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -54693.47 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54861.074219 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -54861.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -54979.714844 Penalty: 3070.396484
	Iteration 2Q: 3 clusters Score -54979.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -55073.835938 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -55073.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55118.179688 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -55118.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -55141.855469 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -55141.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55148.066406 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -55148.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -55149.667969 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -55149.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -55149.667969 Penalty: 3070.396484
	Iteration 8F: 3 clusters Score -55149.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -241740.609375 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -241740.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -238918.218750 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -238918.2 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -239551.187500 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -239551.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -239796.765625 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -239796.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -239961.375000 Penalty: 3846.647949
	Iteration 3F: 3 clusters Score -239961.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -240121.859375 Penalty: 3846.647949
	Iteration 4Q: 3 clusters Score -240121.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -240255.468750 Penalty: 3846.647949
	Iteration 5Q: 3 clusters Score -240255.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -240376.453125 Penalty: 3846.647949
	Iteration 6Q: 3 clusters Score -240376.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -240458.140625 Penalty: 3846.647949
	Iteration 7Q: 3 clusters Score -240458.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -240504.765625 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -240504.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -240552.093750 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -240552.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -240599.921875 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -240599.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -240621.453125 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -240621.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -240644.828125 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -240644.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -240666.359375 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -240666.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -240676.437500 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -240676.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -240680.921875 Penalty: 3846.647949
	Iteration 15Q: 3 clusters Score -240680.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -240683.765625 Penalty: 3846.647949
	Iteration 16Q: 3 clusters Score -240683.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -240685.906250 Penalty: 3846.647949
	Iteration 17Q: 3 clusters Score -240685.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -240689.031250 Penalty: 3846.647949
	Iteration 18Q: 3 clusters Score -240689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -240690.125000 Penalty: 3846.647949
	Iteration 19Q: 3 clusters Score -240690.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -240690.281250 Penalty: 3846.647949
	Iteration 20F: 3 clusters Score -240690.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -240690.921875 Penalty: 3846.647949
	Iteration 21Q: 3 clusters Score -240690.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -240690.921875 Penalty: 3846.647949
	Iteration 22F: 3 clusters Score -240690.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (213370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213370 members 
Entering Unmasked Estep 
Score: -26267426.000000 Penalty: 3043.154297
	Iteration 0F: 2 clusters Score -2.626743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106873 members 
Mstep: Class 2 contains 106497 members 
Entering Unmasked Estep 
Score: -26126318.000000 Penalty: 6086.308594
	Iteration 0F: 3 clusters Score -2.612632e+07 nChanged 102760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112561 members 
Mstep: Class 2 contains 100809 members 
Entering Unmasked Estep 
Score: -26186860.000000 Penalty: 6086.308594
	Iteration 1F: 3 clusters Score -2.618686e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115985 members 
Mstep: Class 2 contains 97385 members 
Entering Unmasked Estep 
Score: -26188498.000000 Penalty: 6086.308594
	Iteration 2Q: 3 clusters Score -2.61885e+07 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121276 members 
Mstep: Class 2 contains 92094 members 
Entering Unmasked Estep 
Score: -26190624.000000 Penalty: 6086.308594
	Iteration 3Q: 3 clusters Score -2.619062e+07 nChanged 9293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129155 members 
Mstep: Class 2 contains 84215 members 
Entering Unmasked Estep 
Score: -26194224.000000 Penalty: 6086.308594
	Iteration 4Q: 3 clusters Score -2.619422e+07 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140374 members 
Mstep: Class 2 contains 72996 members 
Entering Unmasked Estep 
Score: -26200558.000000 Penalty: 6086.308594
	Iteration 5F: 3 clusters Score -2.620056e+07 nChanged 15476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155492 members 
Mstep: Class 2 contains 57878 members 
Entering Unmasked Estep 
Score: -26211760.000000 Penalty: 6086.308594
	Iteration 6F: 3 clusters Score -2.621176e+07 nChanged 18039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173417 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -26227534.000000 Penalty: 6086.308594
	Iteration 7F: 3 clusters Score -2.622753e+07 nChanged 17152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190563 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -26244506.000000 Penalty: 6086.308594
	Iteration 8F: 3 clusters Score -2.624451e+07 nChanged 12667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203228 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -26256392.000000 Penalty: 6086.308594
	Iteration 9F: 3 clusters Score -2.625639e+07 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209880 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -26261994.000000 Penalty: 6086.308594
	Iteration 10Q: 3 clusters Score -2.626199e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212273 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -26263882.000000 Penalty: 6086.308594
	Iteration 11Q: 3 clusters Score -2.626388e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212923 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -26264416.000000 Penalty: 6086.308594
	Iteration 12Q: 3 clusters Score -2.626442e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213084 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -26264610.000000 Penalty: 6086.308594
	Iteration 13Q: 3 clusters Score -2.626461e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213130 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -26264696.000000 Penalty: 6086.308594
	Iteration 14Q: 3 clusters Score -2.62647e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213144 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -26264694.000000 Penalty: 6086.308594
	Iteration 15Q: 3 clusters Score -2.626469e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213154 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -26264718.000000 Penalty: 6086.308594
	Iteration 16Q: 3 clusters Score -2.626472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213157 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26264728.000000 Penalty: 6086.308594
	Iteration 17Q: 3 clusters Score -2.626473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213158 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -26264718.000000 Penalty: 6086.308594
	Iteration 18Q: 3 clusters Score -2.626472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213159 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26264720.000000 Penalty: 6086.308594
	Iteration 19Q: 3 clusters Score -2.626472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213160 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26264730.000000 Penalty: 6086.308594
	Iteration 20F: 3 clusters Score -2.626473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213160 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -26264728.000000 Penalty: 6086.308594
	Iteration 21Q: 3 clusters Score -2.626473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213163 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26264732.000000 Penalty: 6086.308594
	Iteration 22Q: 3 clusters Score -2.626473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213165 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26264752.000000 Penalty: 6086.308594
	Iteration 23Q: 3 clusters Score -2.626475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213164 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26264752.000000 Penalty: 6086.308594
	Iteration 24Q: 3 clusters Score -2.626475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213165 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26264746.000000 Penalty: 6086.308594
	Iteration 25Q: 3 clusters Score -2.626475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213167 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26264762.000000 Penalty: 6086.308594
	Iteration 26Q: 3 clusters Score -2.626476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213169 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26264772.000000 Penalty: 6086.308594
	Iteration 27Q: 3 clusters Score -2.626477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213171 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26264768.000000 Penalty: 6086.308594
	Iteration 28Q: 3 clusters Score -2.626477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213171 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26264768.000000 Penalty: 6086.308594
	Iteration 29F: 3 clusters Score -2.626477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Entering Unmasked Estep 
Score: -174257.906250 Penalty: 1830.921143
	Iteration 0F: 2 clusters Score -174257.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -172004.406250 Penalty: 3661.842285
	Iteration 0F: 3 clusters Score -172004.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -172677.250000 Penalty: 3661.842285
	Iteration 1F: 3 clusters Score -172677.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -172979.093750 Penalty: 3661.842285
	Iteration 2F: 3 clusters Score -172979.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -173198.312500 Penalty: 3661.842285
	Iteration 3F: 3 clusters Score -173198.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -173419.109375 Penalty: 3661.842285
	Iteration 4F: 3 clusters Score -173419.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -173588.031250 Penalty: 3661.842285
	Iteration 5F: 3 clusters Score -173588 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -173677.187500 Penalty: 3661.842285
	Iteration 6Q: 3 clusters Score -173677.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -173715.156250 Penalty: 3661.842285
	Iteration 7Q: 3 clusters Score -173715.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -173744.859375 Penalty: 3661.842285
	Iteration 8Q: 3 clusters Score -173744.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -173775.750000 Penalty: 3661.842285
	Iteration 9Q: 3 clusters Score -173775.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -173807.062500 Penalty: 3661.842285
	Iteration 10Q: 3 clusters Score -173807.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -173821.046875 Penalty: 3661.842285
	Iteration 11Q: 3 clusters Score -173821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -173825.843750 Penalty: 3661.842285
	Iteration 12Q: 3 clusters Score -173825.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -173830.593750 Penalty: 3661.842285
	Iteration 13Q: 3 clusters Score -173830.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -173837.640625 Penalty: 3661.842285
	Iteration 14Q: 3 clusters Score -173837.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -173842.421875 Penalty: 3661.842285
	Iteration 15Q: 3 clusters Score -173842.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -173848.984375 Penalty: 3661.842285
	Iteration 16Q: 3 clusters Score -173849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -173850.562500 Penalty: 3661.842285
	Iteration 17Q: 3 clusters Score -173850.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -173852.968750 Penalty: 3661.842285
	Iteration 18Q: 3 clusters Score -173853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -173859.515625 Penalty: 3661.842285
	Iteration 19Q: 3 clusters Score -173859.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -173862.453125 Penalty: 3661.842285
	Iteration 20F: 3 clusters Score -173862.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -173870.093750 Penalty: 3661.842285
	Iteration 21Q: 3 clusters Score -173870.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -173870.703125 Penalty: 3661.842285
	Iteration 22Q: 3 clusters Score -173870.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -173870.703125 Penalty: 3661.842285
	Iteration 23F: 3 clusters Score -173870.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -92151.000000 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -92151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -90332.632812 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -90332.63 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -90747.007812 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -90747.01 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -90986.039062 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -90986.04 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91161.953125 Penalty: 3371.778320
	Iteration 3F: 3 clusters Score -91161.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91232.421875 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -91232.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -91265.343750 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -91265.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -91284.070312 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -91284.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91303.234375 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -91303.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -91316.929688 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -91316.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91323.421875 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -91323.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91325.664062 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -91325.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -91325.664062 Penalty: 3371.778320
	Iteration 11F: 3 clusters Score -91325.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Entering Unmasked Estep 
Score: -18051.201172 Penalty: 1291.952515
	Iteration 0F: 2 clusters Score -18051.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17026.648438 Penalty: 2583.905029
	Iteration 0F: 3 clusters Score -17026.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17107.630859 Penalty: 2583.905029
	Iteration 1F: 3 clusters Score -17107.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17112.144531 Penalty: 2583.905029
	Iteration 2Q: 3 clusters Score -17112.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17112.144531 Penalty: 2583.905029
	Iteration 3F: 3 clusters Score -17112.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (117055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117055 members 
Entering Unmasked Estep 
Score: -14300378.000000 Penalty: 2894.258789
	Iteration 0F: 2 clusters Score -1.430038e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58295 members 
Mstep: Class 2 contains 58760 members 
Entering Unmasked Estep 
Score: -14221967.000000 Penalty: 5788.517578
	Iteration 0F: 3 clusters Score -1.422197e+07 nChanged 55633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 61477 members 
Entering Unmasked Estep 
Score: -14254511.000000 Penalty: 5788.517578
	Iteration 1F: 3 clusters Score -1.425451e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 63224 members 
Entering Unmasked Estep 
Score: -14255936.000000 Penalty: 5788.517578
	Iteration 2Q: 3 clusters Score -1.425594e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -14257898.000000 Penalty: 5788.517578
	Iteration 3Q: 3 clusters Score -1.42579e+07 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 69063 members 
Entering Unmasked Estep 
Score: -14260571.000000 Penalty: 5788.517578
	Iteration 4Q: 3 clusters Score -1.426057e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 73174 members 
Entering Unmasked Estep 
Score: -14264295.000000 Penalty: 5788.517578
	Iteration 5Q: 3 clusters Score -1.42643e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 78159 members 
Entering Unmasked Estep 
Score: -14268966.000000 Penalty: 5788.517578
	Iteration 6F: 3 clusters Score -1.426897e+07 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 83643 members 
Entering Unmasked Estep 
Score: -14274369.000000 Penalty: 5788.517578
	Iteration 7F: 3 clusters Score -1.427437e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 89044 members 
Entering Unmasked Estep 
Score: -14279605.000000 Penalty: 5788.517578
	Iteration 8F: 3 clusters Score -1.42796e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 93771 members 
Entering Unmasked Estep 
Score: -14284034.000000 Penalty: 5788.517578
	Iteration 9F: 3 clusters Score -1.428403e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 97668 members 
Entering Unmasked Estep 
Score: -14287317.000000 Penalty: 5788.517578
	Iteration 10Q: 3 clusters Score -1.428732e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 100856 members 
Entering Unmasked Estep 
Score: -14289538.000000 Penalty: 5788.517578
	Iteration 11Q: 3 clusters Score -1.428954e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 103594 members 
Entering Unmasked Estep 
Score: -14291378.000000 Penalty: 5788.517578
	Iteration 12Q: 3 clusters Score -1.429138e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 105904 members 
Entering Unmasked Estep 
Score: -14292875.000000 Penalty: 5788.517578
	Iteration 13Q: 3 clusters Score -1.429288e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 107892 members 
Entering Unmasked Estep 
Score: -14293972.000000 Penalty: 5788.517578
	Iteration 14Q: 3 clusters Score -1.429397e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 109514 members 
Entering Unmasked Estep 
Score: -14294953.000000 Penalty: 5788.517578
	Iteration 15Q: 3 clusters Score -1.429495e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 110880 members 
Entering Unmasked Estep 
Score: -14295668.000000 Penalty: 5788.517578
	Iteration 16Q: 3 clusters Score -1.429567e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 111960 members 
Entering Unmasked Estep 
Score: -14296309.000000 Penalty: 5788.517578
	Iteration 17Q: 3 clusters Score -1.429631e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 112789 members 
Entering Unmasked Estep 
Score: -14296771.000000 Penalty: 5788.517578
	Iteration 18Q: 3 clusters Score -1.429677e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 113399 members 
Entering Unmasked Estep 
Score: -14297155.000000 Penalty: 5788.517578
	Iteration 19Q: 3 clusters Score -1.429716e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 113891 members 
Entering Unmasked Estep 
Score: -14297396.000000 Penalty: 5788.517578
	Iteration 20F: 3 clusters Score -1.42974e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 114263 members 
Entering Unmasked Estep 
Score: -14297539.000000 Penalty: 5788.517578
	Iteration 21Q: 3 clusters Score -1.429754e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 114565 members 
Entering Unmasked Estep 
Score: -14297725.000000 Penalty: 5788.517578
	Iteration 22Q: 3 clusters Score -1.429772e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 114778 members 
Entering Unmasked Estep 
Score: -14297829.000000 Penalty: 5788.517578
	Iteration 23Q: 3 clusters Score -1.429783e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 114927 members 
Entering Unmasked Estep 
Score: -14297909.000000 Penalty: 5788.517578
	Iteration 24Q: 3 clusters Score -1.429791e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 115044 members 
Entering Unmasked Estep 
Score: -14297969.000000 Penalty: 5788.517578
	Iteration 25Q: 3 clusters Score -1.429797e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 115123 members 
Entering Unmasked Estep 
Score: -14298043.000000 Penalty: 5788.517578
	Iteration 26Q: 3 clusters Score -1.429804e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 115191 members 
Entering Unmasked Estep 
Score: -14298085.000000 Penalty: 5788.517578
	Iteration 27Q: 3 clusters Score -1.429808e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 115240 members 
Entering Unmasked Estep 
Score: -14298113.000000 Penalty: 5788.517578
	Iteration 28Q: 3 clusters Score -1.429811e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 115277 members 
Entering Unmasked Estep 
Score: -14298125.000000 Penalty: 5788.517578
	Iteration 29Q: 3 clusters Score -1.429812e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 115302 members 
Entering Unmasked Estep 
Score: -14298149.000000 Penalty: 5788.517578
	Iteration 30Q: 3 clusters Score -1.429815e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 115336 members 
Entering Unmasked Estep 
Score: -14298171.000000 Penalty: 5788.517578
	Iteration 31Q: 3 clusters Score -1.429817e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 115358 members 
Entering Unmasked Estep 
Score: -14298186.000000 Penalty: 5788.517578
	Iteration 32Q: 3 clusters Score -1.429819e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 115382 members 
Entering Unmasked Estep 
Score: -14298182.000000 Penalty: 5788.517578
	Iteration 33Q: 3 clusters Score -1.429818e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 115401 members 
Entering Unmasked Estep 
Score: -14298178.000000 Penalty: 5788.517578
	Iteration 34Q: 3 clusters Score -1.429818e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 115418 members 
Entering Unmasked Estep 
Score: -14298185.000000 Penalty: 5788.517578
	Iteration 35Q: 3 clusters Score -1.429818e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 115441 members 
Entering Unmasked Estep 
Score: -14298184.000000 Penalty: 5788.517578
	Iteration 36Q: 3 clusters Score -1.429818e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 115458 members 
Entering Unmasked Estep 
Score: -14298210.000000 Penalty: 5788.517578
	Iteration 37Q: 3 clusters Score -1.429821e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 115467 members 
Entering Unmasked Estep 
Score: -14298224.000000 Penalty: 5788.517578
	Iteration 38Q: 3 clusters Score -1.429822e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 115478 members 
Entering Unmasked Estep 
Score: -14298217.000000 Penalty: 5788.517578
	Iteration 39Q: 3 clusters Score -1.429822e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 115490 members 
Entering Unmasked Estep 
Score: -14298223.000000 Penalty: 5788.517578
	Iteration 40F: 3 clusters Score -1.429822e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 115497 members 
Entering Unmasked Estep 
Score: -14298232.000000 Penalty: 5788.517578
	Iteration 41Q: 3 clusters Score -1.429823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 115502 members 
Entering Unmasked Estep 
Score: -14298243.000000 Penalty: 5788.517578
	Iteration 42Q: 3 clusters Score -1.429824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 115506 members 
Entering Unmasked Estep 
Score: -14298240.000000 Penalty: 5788.517578
	Iteration 43Q: 3 clusters Score -1.429824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 115512 members 
Entering Unmasked Estep 
Score: -14298240.000000 Penalty: 5788.517578
	Iteration 44Q: 3 clusters Score -1.429824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 115517 members 
Entering Unmasked Estep 
Score: -14298239.000000 Penalty: 5788.517578
	Iteration 45Q: 3 clusters Score -1.429824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 115516 members 
Entering Unmasked Estep 
Score: -14298256.000000 Penalty: 5788.517578
	Iteration 46Q: 3 clusters Score -1.429826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 115519 members 
Entering Unmasked Estep 
Score: -14298251.000000 Penalty: 5788.517578
	Iteration 47Q: 3 clusters Score -1.429825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 115520 members 
Entering Unmasked Estep 
Score: -14298248.000000 Penalty: 5788.517578
	Iteration 48Q: 3 clusters Score -1.429825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 115521 members 
Entering Unmasked Estep 
Score: -14298245.000000 Penalty: 5788.517578
	Iteration 49Q: 3 clusters Score -1.429824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 115523 members 
Entering Unmasked Estep 
Score: -14298248.000000 Penalty: 5788.517578
	Iteration 50Q: 3 clusters Score -1.429825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 115525 members 
Entering Unmasked Estep 
Score: -14298251.000000 Penalty: 5788.517578
	Iteration 51Q: 3 clusters Score -1.429825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 115529 members 
Entering Unmasked Estep 
Score: -14298254.000000 Penalty: 5788.517578
	Iteration 52Q: 3 clusters Score -1.429825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 115531 members 
Entering Unmasked Estep 
Score: -14298238.000000 Penalty: 5788.517578
	Iteration 53Q: 3 clusters Score -1.429824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 115533 members 
Entering Unmasked Estep 
Score: -14298237.000000 Penalty: 5788.517578
	Iteration 54Q: 3 clusters Score -1.429824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 115535 members 
Entering Unmasked Estep 
Score: -14298236.000000 Penalty: 5788.517578
	Iteration 55Q: 3 clusters Score -1.429824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 115536 members 
Entering Unmasked Estep 
Score: -14298247.000000 Penalty: 5788.517578
	Iteration 56Q: 3 clusters Score -1.429825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 115537 members 
Entering Unmasked Estep 
Score: -14298245.000000 Penalty: 5788.517578
	Iteration 57Q: 3 clusters Score -1.429824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 115538 members 
Entering Unmasked Estep 
Score: -14298242.000000 Penalty: 5788.517578
	Iteration 58Q: 3 clusters Score -1.429824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 115538 members 
Entering Unmasked Estep 
Score: -14298242.000000 Penalty: 5788.517578
	Iteration 59F: 3 clusters Score -1.429824e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -34602.804688 Penalty: 1424.264893
	Iteration 0F: 2 clusters Score -34602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33297.589844 Penalty: 2848.529785
	Iteration 0F: 3 clusters Score -33297.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33393.839844 Penalty: 2848.529785
	Iteration 1F: 3 clusters Score -33393.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33441.632812 Penalty: 2848.529785
	Iteration 2Q: 3 clusters Score -33441.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33451.671875 Penalty: 2848.529785
	Iteration 3Q: 3 clusters Score -33451.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33465.058594 Penalty: 2848.529785
	Iteration 4Q: 3 clusters Score -33465.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33474.890625 Penalty: 2848.529785
	Iteration 5Q: 3 clusters Score -33474.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33480.816406 Penalty: 2848.529785
	Iteration 6Q: 3 clusters Score -33480.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33480.816406 Penalty: 2848.529785
	Iteration 7F: 3 clusters Score -33480.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190613 members 
Mstep: Class 2 contains 80701 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60655 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53454 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19823 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53649 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245761 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213370 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117055 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077072.000000 Penalty: 139228.203125
Iteration 479Q: 41 clusters Score -1.480771e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190612 members 
Mstep: Class 2 contains 80704 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60655 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53457 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19823 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53648 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245746 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213377 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117059 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077040.000000 Penalty: 139228.203125
Iteration 480F: 41 clusters Score -1.48077e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190612 members 
Mstep: Class 2 contains 80705 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60655 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53456 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19823 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53648 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245742 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213385 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117056 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077088.000000 Penalty: 139228.203125
Iteration 481Q: 41 clusters Score -1.480771e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190610 members 
Mstep: Class 2 contains 80707 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60655 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53457 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19823 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53649 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245750 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213384 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117047 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077040.000000 Penalty: 139228.203125
Iteration 482Q: 41 clusters Score -1.48077e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190609 members 
Mstep: Class 2 contains 80707 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53456 members 
Mstep: Class 20 contains 10444 members 
Mstep: Class 21 contains 19824 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53648 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245760 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213386 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117036 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077088.000000 Penalty: 139228.203125
Iteration 483Q: 41 clusters Score -1.480771e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190611 members 
Mstep: Class 2 contains 80707 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60657 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53459 members 
Mstep: Class 20 contains 10442 members 
Mstep: Class 21 contains 19825 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53646 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245760 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213394 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117025 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077088.000000 Penalty: 139228.203125
Iteration 484Q: 41 clusters Score -1.480771e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190613 members 
Mstep: Class 2 contains 80708 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60657 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21496 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53459 members 
Mstep: Class 20 contains 10441 members 
Mstep: Class 21 contains 19825 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53648 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245755 members 
Mstep: Class 32 contains 11371 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213400 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117018 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077120.000000 Penalty: 139228.203125
Iteration 485Q: 41 clusters Score -1.480771e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190613 members 
Mstep: Class 2 contains 80709 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60657 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21498 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53459 members 
Mstep: Class 20 contains 10441 members 
Mstep: Class 21 contains 19825 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53651 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245753 members 
Mstep: Class 32 contains 11372 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213400 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117013 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077072.000000 Penalty: 139228.203125
Iteration 486Q: 41 clusters Score -1.480771e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190612 members 
Mstep: Class 2 contains 80711 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60657 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21497 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53457 members 
Mstep: Class 20 contains 10441 members 
Mstep: Class 21 contains 19825 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53652 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245750 members 
Mstep: Class 32 contains 11372 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213403 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117014 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077120.000000 Penalty: 139228.203125
Iteration 487Q: 41 clusters Score -1.480771e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190610 members 
Mstep: Class 2 contains 80711 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60657 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40670 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21497 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13603 members 
Mstep: Class 19 contains 53455 members 
Mstep: Class 20 contains 10440 members 
Mstep: Class 21 contains 19825 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53654 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245753 members 
Mstep: Class 32 contains 11374 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213406 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117010 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077104.000000 Penalty: 139228.203125
Iteration 488Q: 41 clusters Score -1.480771e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190608 members 
Mstep: Class 2 contains 80711 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60657 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40670 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21497 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13602 members 
Mstep: Class 19 contains 53457 members 
Mstep: Class 20 contains 10437 members 
Mstep: Class 21 contains 19826 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53654 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245755 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213418 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 117003 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077040.000000 Penalty: 139228.203125
Iteration 489Q: 41 clusters Score -1.48077e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190609 members 
Mstep: Class 2 contains 80711 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60657 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40670 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33166 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21497 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13600 members 
Mstep: Class 19 contains 53462 members 
Mstep: Class 20 contains 10437 members 
Mstep: Class 21 contains 19826 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53654 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245753 members 
Mstep: Class 32 contains 11365 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2334 members 
Mstep: Class 35 contains 213426 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 116998 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076992.000000 Penalty: 139228.203125
Iteration 490Q: 41 clusters Score -1.48077e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190607 members 
Mstep: Class 2 contains 80709 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60657 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33167 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21497 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13599 members 
Mstep: Class 19 contains 53461 members 
Mstep: Class 20 contains 10437 members 
Mstep: Class 21 contains 19826 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53654 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6122 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245754 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 213428 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 116995 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076944.000000 Penalty: 139228.203125
Iteration 491Q: 41 clusters Score -1.480769e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190605 members 
Mstep: Class 2 contains 80708 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33168 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21497 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13597 members 
Mstep: Class 19 contains 53462 members 
Mstep: Class 20 contains 10437 members 
Mstep: Class 21 contains 19826 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53655 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6121 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245759 members 
Mstep: Class 32 contains 11372 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 213427 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 116993 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077008.000000 Penalty: 139228.203125
Iteration 492Q: 41 clusters Score -1.48077e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190603 members 
Mstep: Class 2 contains 80708 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33169 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21496 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13598 members 
Mstep: Class 19 contains 53460 members 
Mstep: Class 20 contains 10437 members 
Mstep: Class 21 contains 19826 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53656 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6121 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245756 members 
Mstep: Class 32 contains 11374 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 213433 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 116990 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076928.000000 Penalty: 139228.203125
Iteration 493Q: 41 clusters Score -1.480769e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190602 members 
Mstep: Class 2 contains 80707 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33169 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21495 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13599 members 
Mstep: Class 19 contains 53458 members 
Mstep: Class 20 contains 10437 members 
Mstep: Class 21 contains 19826 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53656 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6121 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245759 members 
Mstep: Class 32 contains 11374 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 213437 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 116987 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076912.000000 Penalty: 139228.203125
Iteration 494Q: 41 clusters Score -1.480769e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190600 members 
Mstep: Class 2 contains 80709 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33170 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13599 members 
Mstep: Class 19 contains 53459 members 
Mstep: Class 20 contains 10437 members 
Mstep: Class 21 contains 19826 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53656 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6121 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245754 members 
Mstep: Class 32 contains 11373 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 213444 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 116985 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076976.000000 Penalty: 139228.203125
Iteration 495Q: 41 clusters Score -1.48077e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190596 members 
Mstep: Class 2 contains 80709 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33170 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13599 members 
Mstep: Class 19 contains 53459 members 
Mstep: Class 20 contains 10436 members 
Mstep: Class 21 contains 19827 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53657 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6121 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245752 members 
Mstep: Class 32 contains 11374 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 213450 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 116983 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076992.000000 Penalty: 139228.203125
Iteration 496Q: 41 clusters Score -1.48077e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190593 members 
Mstep: Class 2 contains 80710 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33170 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13599 members 
Mstep: Class 19 contains 53457 members 
Mstep: Class 20 contains 10434 members 
Mstep: Class 21 contains 19829 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53656 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6121 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245749 members 
Mstep: Class 32 contains 11375 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 213456 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 116984 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076992.000000 Penalty: 139228.203125
Iteration 497Q: 41 clusters Score -1.48077e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190592 members 
Mstep: Class 2 contains 80711 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33170 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13599 members 
Mstep: Class 19 contains 53456 members 
Mstep: Class 20 contains 10435 members 
Mstep: Class 21 contains 19829 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53657 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6121 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245739 members 
Mstep: Class 32 contains 11376 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 213463 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 116985 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077008.000000 Penalty: 139228.203125
Iteration 498Q: 41 clusters Score -1.48077e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190591 members 
Mstep: Class 2 contains 80710 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33170 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13599 members 
Mstep: Class 19 contains 53456 members 
Mstep: Class 20 contains 10434 members 
Mstep: Class 21 contains 19830 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53657 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6121 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245728 members 
Mstep: Class 32 contains 11376 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 213475 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 116986 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077056.000000 Penalty: 139228.203125
Iteration 499Q: 41 clusters Score -1.480771e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 190592 members 
Mstep: Class 2 contains 80707 members 
Mstep: Class 3 contains 2453 members 
Mstep: Class 4 contains 1808 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 3298 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 40671 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 33170 members 
Mstep: Class 11 contains 8791 members 
Mstep: Class 12 contains 21494 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 8688 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1774 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 13599 members 
Mstep: Class 19 contains 53456 members 
Mstep: Class 20 contains 10435 members 
Mstep: Class 21 contains 19831 members 
Mstep: Class 22 contains 8968 members 
Mstep: Class 23 contains 6731 members 
Mstep: Class 24 contains 4685 members 
Mstep: Class 25 contains 353 members 
Mstep: Class 26 contains 53657 members 
Mstep: Class 27 contains 2075 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 6121 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 245722 members 
Mstep: Class 32 contains 11376 members 
Mstep: Class 33 contains 488 members 
Mstep: Class 34 contains 2333 members 
Mstep: Class 35 contains 213481 members 
Mstep: Class 36 contains 1608 members 
Mstep: Class 37 contains 896 members 
Mstep: Class 38 contains 183 members 
Mstep: Class 39 contains 116986 members 
Mstep: Class 40 contains 312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077136.000000 Penalty: 139228.203125
Iteration 500F: 41 clusters Score -1.480771e+08 nChanged 25
Maximum iterations exceeded
--- Evaluating fit on full set of 3736704 points ---
Entering Unmasked Estep 
Score: -452962336.000000 Penalty: 150126.453125
22->41 Clusters: Score -452962336.000000, best is -453070560.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1245568 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 56637 members 
Mstep: Class 3 contains 56450 members 
Mstep: Class 4 contains 56207 members 
Mstep: Class 5 contains 56801 members 
Mstep: Class 6 contains 56923 members 
Mstep: Class 7 contains 56192 members 
Mstep: Class 8 contains 56392 members 
Mstep: Class 9 contains 56469 members 
Mstep: Class 10 contains 57043 members 
Mstep: Class 11 contains 56561 members 
Mstep: Class 12 contains 56585 members 
Mstep: Class 13 contains 56540 members 
Mstep: Class 14 contains 56937 members 
Mstep: Class 15 contains 56452 members 
Mstep: Class 16 contains 56646 members 
Mstep: Class 17 contains 56876 members 
Mstep: Class 18 contains 56303 members 
Mstep: Class 19 contains 56545 members 
Mstep: Class 20 contains 56731 members 
Mstep: Class 21 contains 56837 members 
Mstep: Class 22 contains 56458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 28.603271 but Gain 3480.703125
Score: -137634416.000000 Penalty: 73094.812500
Iteration 0F: 22 clusters Score -1.376344e+08 nChanged 1187723
Entering Unmasked Mstep 
Mstep: Class 0 contains 3343 members 
Mstep: Class 1 contains 114983 members 
Mstep: Class 2 contains 11911 members 
Mstep: Class 3 contains 6624 members 
Mstep: Class 4 contains 12256 members 
Mstep: Class 5 contains 6387 members 
Mstep: Class 6 contains 107653 members 
Mstep: Class 7 contains 48402 members 
Mstep: Class 8 contains 9527 members 
Mstep: Class 9 contains 3684 members 
Mstep: Class 10 contains 4262 members 
Mstep: Class 11 contains 95314 members 
Mstep: Class 12 contains 28472 members 
Mstep: Class 13 contains 20060 members 
Mstep: Class 14 contains 12177 members 
Mstep: Class 15 contains 22887 members 
Mstep: Class 16 contains 99238 members 
Mstep: Class 17 contains 2727 members 
Mstep: Class 18 contains 558823 members 
Mstep: Class 19 contains 5911 members 
Mstep: Class 20 contains 21074 members 
Mstep: Class 22 contains 49853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2488.797119 but Gain 3480.710938
Score: -144818416.000000 Penalty: 69614.101562
Iteration 1F: 21 clusters Score -1.448184e+08 nChanged 443349
Entering Unmasked Mstep 
Mstep: Class 0 contains 3284 members 
Mstep: Class 1 contains 154496 members 
Mstep: Class 2 contains 11410 members 
Mstep: Class 3 contains 3607 members 
Mstep: Class 4 contains 9530 members 
Mstep: Class 5 contains 4138 members 
Mstep: Class 6 contains 102259 members 
Mstep: Class 7 contains 38453 members 
Mstep: Class 8 contains 12760 members 
Mstep: Class 9 contains 9098 members 
Mstep: Class 10 contains 2934 members 
Mstep: Class 11 contains 79149 members 
Mstep: Class 12 contains 19158 members 
Mstep: Class 13 contains 16126 members 
Mstep: Class 14 contains 8898 members 
Mstep: Class 15 contains 22475 members 
Mstep: Class 16 contains 87052 members 
Mstep: Class 18 contains 602198 members 
Mstep: Class 19 contains 6903 members 
Mstep: Class 20 contains 12259 members 
Mstep: Class 22 contains 39381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -145815520.000000 Penalty: 69614.101562
Iteration 2F: 21 clusters Score -1.458155e+08 nChanged 314957
Entering Unmasked Mstep 
Mstep: Class 0 contains 3265 members 
Mstep: Class 1 contains 230862 members 
Mstep: Class 2 contains 7641 members 
Mstep: Class 3 contains 5918 members 
Mstep: Class 4 contains 9238 members 
Mstep: Class 5 contains 6557 members 
Mstep: Class 6 contains 110044 members 
Mstep: Class 7 contains 45212 members 
Mstep: Class 8 contains 10348 members 
Mstep: Class 9 contains 9726 members 
Mstep: Class 10 contains 3631 members 
Mstep: Class 11 contains 79993 members 
Mstep: Class 12 contains 12242 members 
Mstep: Class 13 contains 17877 members 
Mstep: Class 14 contains 9465 members 
Mstep: Class 15 contains 21417 members 
Mstep: Class 16 contains 96174 members 
Mstep: Class 18 contains 505073 members 
Mstep: Class 19 contains 7562 members 
Mstep: Class 20 contains 8411 members 
Mstep: Class 22 contains 44912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146469360.000000 Penalty: 69614.101562
Iteration 3F: 21 clusters Score -1.464694e+08 nChanged 261354
Entering Unmasked Mstep 
Mstep: Class 0 contains 3229 members 
Mstep: Class 1 contains 314250 members 
Mstep: Class 2 contains 4251 members 
Mstep: Class 3 contains 10280 members 
Mstep: Class 4 contains 8173 members 
Mstep: Class 5 contains 11682 members 
Mstep: Class 6 contains 121103 members 
Mstep: Class 7 contains 49963 members 
Mstep: Class 8 contains 7694 members 
Mstep: Class 9 contains 10656 members 
Mstep: Class 10 contains 4768 members 
Mstep: Class 11 contains 81763 members 
Mstep: Class 12 contains 6857 members 
Mstep: Class 13 contains 21791 members 
Mstep: Class 14 contains 9928 members 
Mstep: Class 15 contains 18937 members 
Mstep: Class 16 contains 107443 members 
Mstep: Class 18 contains 389671 members 
Mstep: Class 19 contains 7040 members 
Mstep: Class 20 contains 6537 members 
Mstep: Class 22 contains 49552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146921184.000000 Penalty: 69614.101562
Iteration 4F: 21 clusters Score -1.469212e+08 nChanged 201324
Entering Unmasked Mstep 
Mstep: Class 0 contains 3065 members 
Mstep: Class 1 contains 372708 members 
Mstep: Class 2 contains 2831 members 
Mstep: Class 3 contains 14388 members 
Mstep: Class 4 contains 6656 members 
Mstep: Class 5 contains 16269 members 
Mstep: Class 6 contains 134393 members 
Mstep: Class 7 contains 51607 members 
Mstep: Class 8 contains 6139 members 
Mstep: Class 9 contains 10833 members 
Mstep: Class 10 contains 5404 members 
Mstep: Class 11 contains 79629 members 
Mstep: Class 12 contains 4091 members 
Mstep: Class 13 contains 28225 members 
Mstep: Class 14 contains 10184 members 
Mstep: Class 15 contains 17987 members 
Mstep: Class 16 contains 109368 members 
Mstep: Class 18 contains 309947 members 
Mstep: Class 19 contains 6697 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 22 contains 50197 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 5F: 21 clusters Score -1.471721e+08 nChanged 155572
Entering Unmasked Mstep 
Mstep: Class 0 contains 2215 members 
Mstep: Class 1 contains 398441 members 
Mstep: Class 2 contains 2729 members 
Mstep: Class 3 contains 16730 members 
Mstep: Class 4 contains 5162 members 
Mstep: Class 5 contains 18914 members 
Mstep: Class 6 contains 155069 members 
Mstep: Class 7 contains 52631 members 
Mstep: Class 8 contains 6779 members 
Mstep: Class 9 contains 10725 members 
Mstep: Class 10 contains 5506 members 
Mstep: Class 11 contains 77065 members 
Mstep: Class 12 contains 2939 members 
Mstep: Class 13 contains 35178 members 
Mstep: Class 14 contains 10424 members 
Mstep: Class 15 contains 18315 members 
Mstep: Class 16 contains 105559 members 
Mstep: Class 18 contains 262994 members 
Mstep: Class 19 contains 6536 members 
Mstep: Class 20 contains 3828 members 
Mstep: Class 22 contains 47829 members 
Entering Unmasked Estep 
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Iteration 6F: 21 clusters Score -1.47318e+08 nChanged 122042
Entering Unmasked Mstep 
Mstep: Class 0 contains 1695 members 
Mstep: Class 1 contains 402021 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 3 contains 18328 members 
Mstep: Class 4 contains 3946 members 
Mstep: Class 5 contains 19888 members 
Mstep: Class 6 contains 181619 members 
Mstep: Class 7 contains 53613 members 
Mstep: Class 8 contains 7786 members 
Mstep: Class 9 contains 10521 members 
Mstep: Class 10 contains 5502 members 
Mstep: Class 11 contains 75929 members 
Mstep: Class 12 contains 2426 members 
Mstep: Class 13 contains 42261 members 
Mstep: Class 14 contains 10758 members 
Mstep: Class 15 contains 18700 members 
Mstep: Class 16 contains 97862 members 
Mstep: Class 18 contains 236144 members 
Mstep: Class 19 contains 6487 members 
Mstep: Class 20 contains 3171 members 
Mstep: Class 22 contains 44474 members 
Entering Unmasked Estep 
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Iteration 7F: 21 clusters Score -1.474654e+08 nChanged 102888
Entering Unmasked Mstep 
Mstep: Class 0 contains 1024 members 
Mstep: Class 1 contains 400642 members 
Mstep: Class 2 contains 2860 members 
Mstep: Class 3 contains 19720 members 
Mstep: Class 4 contains 3112 members 
Mstep: Class 5 contains 19994 members 
Mstep: Class 6 contains 210781 members 
Mstep: Class 7 contains 54315 members 
Mstep: Class 8 contains 8514 members 
Mstep: Class 9 contains 10259 members 
Mstep: Class 10 contains 5413 members 
Mstep: Class 11 contains 76397 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 48109 members 
Mstep: Class 14 contains 11107 members 
Mstep: Class 15 contains 19042 members 
Mstep: Class 16 contains 88209 members 
Mstep: Class 18 contains 214546 members 
Mstep: Class 19 contains 6397 members 
Mstep: Class 20 contains 2807 members 
Mstep: Class 22 contains 40229 members 
Entering Unmasked Estep 
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Iteration 8F: 21 clusters Score -1.475437e+08 nChanged 87176
Entering Unmasked Mstep 
Mstep: Class 0 contains 992 members 
Mstep: Class 1 contains 397519 members 
Mstep: Class 2 contains 2801 members 
Mstep: Class 3 contains 21011 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 19800 members 
Mstep: Class 6 contains 240639 members 
Mstep: Class 7 contains 54330 members 
Mstep: Class 8 contains 8608 members 
Mstep: Class 9 contains 10050 members 
Mstep: Class 10 contains 5264 members 
Mstep: Class 11 contains 77220 members 
Mstep: Class 12 contains 2165 members 
Mstep: Class 13 contains 52868 members 
Mstep: Class 14 contains 11437 members 
Mstep: Class 15 contains 19328 members 
Mstep: Class 16 contains 78971 members 
Mstep: Class 18 contains 194483 members 
Mstep: Class 19 contains 6234 members 
Mstep: Class 20 contains 2635 members 
Mstep: Class 22 contains 36465 members 
Entering Unmasked Estep 
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Iteration 9F: 21 clusters Score -1.475928e+08 nChanged 74975
Entering Unmasked Mstep 
Mstep: Class 0 contains 974 members 
Mstep: Class 1 contains 392971 members 
Mstep: Class 2 contains 2770 members 
Mstep: Class 3 contains 22301 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 19468 members 
Mstep: Class 6 contains 269188 members 
Mstep: Class 7 contains 53882 members 
Mstep: Class 8 contains 8163 members 
Mstep: Class 9 contains 9842 members 
Mstep: Class 10 contains 5131 members 
Mstep: Class 11 contains 77073 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 56838 members 
Mstep: Class 14 contains 11723 members 
Mstep: Class 15 contains 19652 members 
Mstep: Class 16 contains 70976 members 
Mstep: Class 18 contains 177036 members 
Mstep: Class 19 contains 6027 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 22 contains 33533 members 
Entering Unmasked Estep 
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Iteration 10F: 21 clusters Score -1.476301e+08 nChanged 63531
Entering Unmasked Mstep 
Mstep: Class 0 contains 962 members 
Mstep: Class 1 contains 386883 members 
Mstep: Class 2 contains 2741 members 
Mstep: Class 3 contains 23542 members 
Mstep: Class 4 contains 2793 members 
Mstep: Class 5 contains 19109 members 
Mstep: Class 6 contains 293383 members 
Mstep: Class 7 contains 53241 members 
Mstep: Class 8 contains 8757 members 
Mstep: Class 9 contains 9637 members 
Mstep: Class 10 contains 4982 members 
Mstep: Class 11 contains 75993 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 60124 members 
Mstep: Class 14 contains 11967 members 
Mstep: Class 15 contains 19854 members 
Mstep: Class 16 contains 65160 members 
Mstep: Class 18 contains 163673 members 
Mstep: Class 19 contains 5740 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 22 contains 31370 members 
Entering Unmasked Estep 
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Iteration 11F: 21 clusters Score -1.476493e+08 nChanged 51796
Entering Unmasked Mstep 
Mstep: Class 0 contains 956 members 
Mstep: Class 1 contains 382211 members 
Mstep: Class 2 contains 2716 members 
Mstep: Class 3 contains 24799 members 
Mstep: Class 4 contains 3079 members 
Mstep: Class 5 contains 18739 members 
Mstep: Class 6 contains 309631 members 
Mstep: Class 7 contains 52892 members 
Mstep: Class 8 contains 9300 members 
Mstep: Class 9 contains 9440 members 
Mstep: Class 10 contains 4834 members 
Mstep: Class 11 contains 74817 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 62764 members 
Mstep: Class 14 contains 12161 members 
Mstep: Class 15 contains 20009 members 
Mstep: Class 16 contains 61573 members 
Mstep: Class 18 contains 154268 members 
Mstep: Class 19 contains 5454 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 22 contains 30021 members 
Entering Unmasked Estep 
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Iteration 12Q: 21 clusters Score -1.476582e+08 nChanged 41325
Entering Unmasked Mstep 
Mstep: Class 0 contains 955 members 
Mstep: Class 1 contains 379480 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 26163 members 
Mstep: Class 4 contains 3410 members 
Mstep: Class 5 contains 18368 members 
Mstep: Class 6 contains 317506 members 
Mstep: Class 7 contains 52909 members 
Mstep: Class 8 contains 9604 members 
Mstep: Class 9 contains 9230 members 
Mstep: Class 10 contains 4718 members 
Mstep: Class 11 contains 74090 members 
Mstep: Class 12 contains 3055 members 
Mstep: Class 13 contains 65062 members 
Mstep: Class 14 contains 12328 members 
Mstep: Class 15 contains 20180 members 
Mstep: Class 16 contains 59797 members 
Mstep: Class 18 contains 148144 members 
Mstep: Class 19 contains 5288 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 22 contains 29417 members 
Entering Unmasked Estep 
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Iteration 13Q: 21 clusters Score -1.476597e+08 nChanged 33634
Entering Unmasked Mstep 
Mstep: Class 0 contains 953 members 
Mstep: Class 1 contains 378059 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 27779 members 
Mstep: Class 4 contains 3850 members 
Mstep: Class 5 contains 17990 members 
Mstep: Class 6 contains 318706 members 
Mstep: Class 7 contains 53175 members 
Mstep: Class 8 contains 9792 members 
Mstep: Class 9 contains 9033 members 
Mstep: Class 10 contains 4623 members 
Mstep: Class 11 contains 73977 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 67054 members 
Mstep: Class 14 contains 12467 members 
Mstep: Class 15 contains 20370 members 
Mstep: Class 16 contains 59486 members 
Mstep: Class 18 contains 144611 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 20 contains 3465 members 
Mstep: Class 22 contains 29239 members 
Entering Unmasked Estep 
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Iteration 14Q: 21 clusters Score -1.476605e+08 nChanged 28197
Entering Unmasked Mstep 
Mstep: Class 0 contains 953 members 
Mstep: Class 1 contains 377303 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 29860 members 
Mstep: Class 4 contains 4290 members 
Mstep: Class 5 contains 17621 members 
Mstep: Class 6 contains 316157 members 
Mstep: Class 7 contains 53573 members 
Mstep: Class 8 contains 9885 members 
Mstep: Class 9 contains 8833 members 
Mstep: Class 10 contains 4554 members 
Mstep: Class 11 contains 74124 members 
Mstep: Class 12 contains 3077 members 
Mstep: Class 13 contains 68831 members 
Mstep: Class 14 contains 12591 members 
Mstep: Class 15 contains 20633 members 
Mstep: Class 16 contains 60034 members 
Mstep: Class 18 contains 142380 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 3814 members 
Mstep: Class 22 contains 29263 members 
Entering Unmasked Estep 
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Iteration 15Q: 21 clusters Score -1.47665e+08 nChanged 25937
Entering Unmasked Mstep 
Mstep: Class 0 contains 953 members 
Mstep: Class 1 contains 376346 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 32713 members 
Mstep: Class 4 contains 4730 members 
Mstep: Class 5 contains 17315 members 
Mstep: Class 6 contains 311746 members 
Mstep: Class 7 contains 54053 members 
Mstep: Class 8 contains 9943 members 
Mstep: Class 9 contains 8613 members 
Mstep: Class 10 contains 4512 members 
Mstep: Class 11 contains 74409 members 
Mstep: Class 12 contains 3082 members 
Mstep: Class 13 contains 70464 members 
Mstep: Class 14 contains 12687 members 
Mstep: Class 15 contains 20928 members 
Mstep: Class 16 contains 61055 members 
Mstep: Class 18 contains 140726 members 
Mstep: Class 19 contains 5024 members 
Mstep: Class 20 contains 4186 members 
Mstep: Class 22 contains 29381 members 
Entering Unmasked Estep 
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Iteration 16Q: 21 clusters Score -1.476746e+08 nChanged 25257
Entering Unmasked Mstep 
Mstep: Class 0 contains 953 members 
Mstep: Class 1 contains 374757 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 36695 members 
Mstep: Class 4 contains 5197 members 
Mstep: Class 5 contains 16960 members 
Mstep: Class 6 contains 306624 members 
Mstep: Class 7 contains 54607 members 
Mstep: Class 8 contains 10039 members 
Mstep: Class 9 contains 8385 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 11 contains 74587 members 
Mstep: Class 12 contains 3079 members 
Mstep: Class 13 contains 71880 members 
Mstep: Class 14 contains 12782 members 
Mstep: Class 15 contains 21194 members 
Mstep: Class 16 contains 62280 members 
Mstep: Class 18 contains 139347 members 
Mstep: Class 19 contains 4980 members 
Mstep: Class 20 contains 4593 members 
Mstep: Class 22 contains 29445 members 
Entering Unmasked Estep 
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Iteration 17Q: 21 clusters Score -1.476895e+08 nChanged 26449
Entering Unmasked Mstep 
Mstep: Class 0 contains 953 members 
Mstep: Class 1 contains 372103 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 42164 members 
Mstep: Class 4 contains 5599 members 
Mstep: Class 5 contains 16595 members 
Mstep: Class 6 contains 300876 members 
Mstep: Class 7 contains 55303 members 
Mstep: Class 8 contains 10225 members 
Mstep: Class 9 contains 8108 members 
Mstep: Class 10 contains 4466 members 
Mstep: Class 11 contains 74627 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 73090 members 
Mstep: Class 14 contains 12870 members 
Mstep: Class 15 contains 21451 members 
Mstep: Class 16 contains 63633 members 
Mstep: Class 18 contains 138307 members 
Mstep: Class 19 contains 4960 members 
Mstep: Class 20 contains 5062 members 
Mstep: Class 22 contains 29394 members 
Entering Unmasked Estep 
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Iteration 18Q: 21 clusters Score -1.477104e+08 nChanged 29210
Entering Unmasked Mstep 
Mstep: Class 0 contains 953 members 
Mstep: Class 1 contains 367803 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 48715 members 
Mstep: Class 4 contains 5997 members 
Mstep: Class 5 contains 15916 members 
Mstep: Class 6 contains 293727 members 
Mstep: Class 7 contains 56093 members 
Mstep: Class 8 contains 10396 members 
Mstep: Class 9 contains 7817 members 
Mstep: Class 10 contains 4459 members 
Mstep: Class 11 contains 74450 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 73999 members 
Mstep: Class 14 contains 12944 members 
Mstep: Class 15 contains 21739 members 
Mstep: Class 16 contains 65121 members 
Mstep: Class 18 contains 139802 members 
Mstep: Class 19 contains 4967 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 22 contains 29280 members 
Entering Unmasked Estep 
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Iteration 19Q: 21 clusters Score -1.477414e+08 nChanged 31550
Entering Unmasked Mstep 
Mstep: Class 0 contains 953 members 
Mstep: Class 1 contains 361509 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 54239 members 
Mstep: Class 4 contains 6424 members 
Mstep: Class 5 contains 14743 members 
Mstep: Class 6 contains 285257 members 
Mstep: Class 7 contains 56942 members 
Mstep: Class 8 contains 10596 members 
Mstep: Class 9 contains 7551 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 73984 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 74654 members 
Mstep: Class 14 contains 13028 members 
Mstep: Class 15 contains 22046 members 
Mstep: Class 16 contains 66713 members 
Mstep: Class 18 contains 146601 members 
Mstep: Class 19 contains 4994 members 
Mstep: Class 20 contains 6228 members 
Mstep: Class 22 contains 28860 members 
Entering Unmasked Estep 
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Iteration 20F: 21 clusters Score -1.477723e+08 nChanged 31958
Entering Unmasked Mstep 
Mstep: Class 0 contains 951 members 
Mstep: Class 1 contains 354405 members 
Mstep: Class 2 contains 2703 members 
Mstep: Class 3 contains 57782 members 
Mstep: Class 4 contains 6987 members 
Mstep: Class 5 contains 12981 members 
Mstep: Class 6 contains 276223 members 
Mstep: Class 7 contains 57689 members 
Mstep: Class 8 contains 10685 members 
Mstep: Class 9 contains 7339 members 
Mstep: Class 10 contains 4473 members 
Mstep: Class 11 contains 73193 members 
Mstep: Class 12 contains 3085 members 
Mstep: Class 13 contains 74936 members 
Mstep: Class 14 contains 13093 members 
Mstep: Class 15 contains 22357 members 
Mstep: Class 16 contains 68287 members 
Mstep: Class 18 contains 158195 members 
Mstep: Class 19 contains 5014 members 
Mstep: Class 20 contains 6942 members 
Mstep: Class 22 contains 28248 members 
Entering Unmasked Estep 
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Iteration 21Q: 21 clusters Score -1.477953e+08 nChanged 29749
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 347381 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 59950 members 
Mstep: Class 4 contains 7624 members 
Mstep: Class 5 contains 11157 members 
Mstep: Class 6 contains 267559 members 
Mstep: Class 7 contains 58259 members 
Mstep: Class 8 contains 10672 members 
Mstep: Class 9 contains 7209 members 
Mstep: Class 10 contains 4487 members 
Mstep: Class 11 contains 72183 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 74837 members 
Mstep: Class 14 contains 13157 members 
Mstep: Class 15 contains 22668 members 
Mstep: Class 16 contains 69907 members 
Mstep: Class 18 contains 171406 members 
Mstep: Class 19 contains 5024 members 
Mstep: Class 20 contains 7735 members 
Mstep: Class 22 contains 27630 members 
Entering Unmasked Estep 
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Iteration 22Q: 21 clusters Score -1.478143e+08 nChanged 28166
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 340667 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 61709 members 
Mstep: Class 4 contains 8364 members 
Mstep: Class 5 contains 9329 members 
Mstep: Class 6 contains 259207 members 
Mstep: Class 7 contains 58690 members 
Mstep: Class 8 contains 10625 members 
Mstep: Class 9 contains 7117 members 
Mstep: Class 10 contains 4499 members 
Mstep: Class 11 contains 71013 members 
Mstep: Class 12 contains 3061 members 
Mstep: Class 13 contains 74540 members 
Mstep: Class 14 contains 13232 members 
Mstep: Class 15 contains 22960 members 
Mstep: Class 16 contains 71385 members 
Mstep: Class 18 contains 185028 members 
Mstep: Class 19 contains 4997 members 
Mstep: Class 20 contains 8499 members 
Mstep: Class 22 contains 26995 members 
Entering Unmasked Estep 
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Iteration 23Q: 21 clusters Score -1.478331e+08 nChanged 27921
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 334067 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 63106 members 
Mstep: Class 4 contains 9101 members 
Mstep: Class 5 contains 7670 members 
Mstep: Class 6 contains 250810 members 
Mstep: Class 7 contains 59105 members 
Mstep: Class 8 contains 10549 members 
Mstep: Class 9 contains 7032 members 
Mstep: Class 10 contains 4508 members 
Mstep: Class 11 contains 69708 members 
Mstep: Class 12 contains 3051 members 
Mstep: Class 13 contains 74076 members 
Mstep: Class 14 contains 13285 members 
Mstep: Class 15 contains 23280 members 
Mstep: Class 16 contains 72615 members 
Mstep: Class 18 contains 199387 members 
Mstep: Class 19 contains 5008 members 
Mstep: Class 20 contains 9260 members 
Mstep: Class 22 contains 26299 members 
Entering Unmasked Estep 
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Iteration 24Q: 21 clusters Score -1.478498e+08 nChanged 28545
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 327089 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 64343 members 
Mstep: Class 4 contains 9854 members 
Mstep: Class 5 contains 6143 members 
Mstep: Class 6 contains 242073 members 
Mstep: Class 7 contains 59453 members 
Mstep: Class 8 contains 10489 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 11 contains 68281 members 
Mstep: Class 12 contains 3043 members 
Mstep: Class 13 contains 73436 members 
Mstep: Class 14 contains 13324 members 
Mstep: Class 15 contains 23628 members 
Mstep: Class 16 contains 73709 members 
Mstep: Class 18 contains 214913 members 
Mstep: Class 19 contains 5020 members 
Mstep: Class 20 contains 9966 members 
Mstep: Class 22 contains 25658 members 
Entering Unmasked Estep 
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Iteration 25Q: 21 clusters Score -1.47864e+08 nChanged 29231
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 319244 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 65324 members 
Mstep: Class 4 contains 10615 members 
Mstep: Class 5 contains 4918 members 
Mstep: Class 6 contains 233459 members 
Mstep: Class 7 contains 59652 members 
Mstep: Class 8 contains 10496 members 
Mstep: Class 9 contains 6939 members 
Mstep: Class 10 contains 4515 members 
Mstep: Class 11 contains 66851 members 
Mstep: Class 12 contains 3040 members 
Mstep: Class 13 contains 72745 members 
Mstep: Class 14 contains 13358 members 
Mstep: Class 15 contains 24006 members 
Mstep: Class 16 contains 74459 members 
Mstep: Class 18 contains 231566 members 
Mstep: Class 19 contains 5029 members 
Mstep: Class 20 contains 10580 members 
Mstep: Class 22 contains 25121 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -1.47877e+08 nChanged 31107
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 309525 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 66031 members 
Mstep: Class 4 contains 11379 members 
Mstep: Class 5 contains 4077 members 
Mstep: Class 6 contains 224929 members 
Mstep: Class 7 contains 59654 members 
Mstep: Class 8 contains 10553 members 
Mstep: Class 9 contains 6916 members 
Mstep: Class 10 contains 4514 members 
Mstep: Class 11 contains 65598 members 
Mstep: Class 12 contains 3032 members 
Mstep: Class 13 contains 71979 members 
Mstep: Class 14 contains 13388 members 
Mstep: Class 15 contains 24409 members 
Mstep: Class 16 contains 74735 members 
Mstep: Class 18 contains 250309 members 
Mstep: Class 19 contains 5055 members 
Mstep: Class 20 contains 11029 members 
Mstep: Class 22 contains 24805 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -1.478877e+08 nChanged 32452
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 299104 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 66556 members 
Mstep: Class 4 contains 12126 members 
Mstep: Class 5 contains 3501 members 
Mstep: Class 6 contains 217201 members 
Mstep: Class 7 contains 59487 members 
Mstep: Class 8 contains 10642 members 
Mstep: Class 9 contains 6898 members 
Mstep: Class 10 contains 4513 members 
Mstep: Class 11 contains 64546 members 
Mstep: Class 12 contains 3026 members 
Mstep: Class 13 contains 71029 members 
Mstep: Class 14 contains 13438 members 
Mstep: Class 15 contains 24848 members 
Mstep: Class 16 contains 74664 members 
Mstep: Class 18 contains 269289 members 
Mstep: Class 19 contains 5080 members 
Mstep: Class 20 contains 11318 members 
Mstep: Class 22 contains 24651 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -1.478894e+08 nChanged 32694
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 288556 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 66928 members 
Mstep: Class 4 contains 12891 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 6 contains 211001 members 
Mstep: Class 7 contains 59177 members 
Mstep: Class 8 contains 10806 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 4524 members 
Mstep: Class 11 contains 63766 members 
Mstep: Class 12 contains 3014 members 
Mstep: Class 13 contains 70228 members 
Mstep: Class 14 contains 13461 members 
Mstep: Class 15 contains 25300 members 
Mstep: Class 16 contains 74436 members 
Mstep: Class 18 contains 286615 members 
Mstep: Class 19 contains 5130 members 
Mstep: Class 20 contains 11502 members 
Mstep: Class 22 contains 24571 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -1.478833e+08 nChanged 30151
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 280991 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 67246 members 
Mstep: Class 4 contains 13582 members 
Mstep: Class 5 contains 2836 members 
Mstep: Class 6 contains 206987 members 
Mstep: Class 7 contains 58759 members 
Mstep: Class 8 contains 10993 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 4532 members 
Mstep: Class 11 contains 63336 members 
Mstep: Class 12 contains 2999 members 
Mstep: Class 13 contains 69496 members 
Mstep: Class 14 contains 13495 members 
Mstep: Class 15 contains 25742 members 
Mstep: Class 16 contains 74189 members 
Mstep: Class 18 contains 298473 members 
Mstep: Class 19 contains 5175 members 
Mstep: Class 20 contains 11664 members 
Mstep: Class 22 contains 24538 members 
Entering Unmasked Estep 
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Iteration 30Q: 21 clusters Score -1.478817e+08 nChanged 25415
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 278968 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 67430 members 
Mstep: Class 4 contains 14230 members 
Mstep: Class 5 contains 2655 members 
Mstep: Class 6 contains 204882 members 
Mstep: Class 7 contains 58389 members 
Mstep: Class 8 contains 11219 members 
Mstep: Class 9 contains 6881 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 63109 members 
Mstep: Class 12 contains 2978 members 
Mstep: Class 13 contains 68676 members 
Mstep: Class 14 contains 13519 members 
Mstep: Class 15 contains 26165 members 
Mstep: Class 16 contains 74036 members 
Mstep: Class 18 contains 302870 members 
Mstep: Class 19 contains 5193 members 
Mstep: Class 20 contains 11746 members 
Mstep: Class 22 contains 24437 members 
Entering Unmasked Estep 
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Iteration 31Q: 21 clusters Score -1.478806e+08 nChanged 20202
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 281186 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 67555 members 
Mstep: Class 4 contains 14798 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 203953 members 
Mstep: Class 7 contains 58033 members 
Mstep: Class 8 contains 11403 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 4532 members 
Mstep: Class 11 contains 63022 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 67901 members 
Mstep: Class 14 contains 13518 members 
Mstep: Class 15 contains 26617 members 
Mstep: Class 16 contains 73972 members 
Mstep: Class 18 contains 301697 members 
Mstep: Class 19 contains 5217 members 
Mstep: Class 20 contains 11794 members 
Mstep: Class 22 contains 24330 members 
Entering Unmasked Estep 
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Iteration 32Q: 21 clusters Score -1.478833e+08 nChanged 16104
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 285822 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 67635 members 
Mstep: Class 4 contains 15301 members 
Mstep: Class 5 contains 2479 members 
Mstep: Class 6 contains 203490 members 
Mstep: Class 7 contains 57740 members 
Mstep: Class 8 contains 11569 members 
Mstep: Class 9 contains 6876 members 
Mstep: Class 10 contains 4525 members 
Mstep: Class 11 contains 63016 members 
Mstep: Class 12 contains 2912 members 
Mstep: Class 13 contains 67271 members 
Mstep: Class 14 contains 13528 members 
Mstep: Class 15 contains 27028 members 
Mstep: Class 16 contains 74014 members 
Mstep: Class 18 contains 297429 members 
Mstep: Class 19 contains 5247 members 
Mstep: Class 20 contains 11825 members 
Mstep: Class 22 contains 24210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147885536.000000 Penalty: 69614.101562
Iteration 33Q: 21 clusters Score -1.478855e+08 nChanged 13646
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 291516 members 
Mstep: Class 2 contains 2703 members 
Mstep: Class 3 contains 67663 members 
Mstep: Class 4 contains 15736 members 
Mstep: Class 5 contains 2419 members 
Mstep: Class 6 contains 203053 members 
Mstep: Class 7 contains 57546 members 
Mstep: Class 8 contains 11754 members 
Mstep: Class 9 contains 6869 members 
Mstep: Class 10 contains 4522 members 
Mstep: Class 11 contains 62989 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 66810 members 
Mstep: Class 14 contains 13523 members 
Mstep: Class 15 contains 27421 members 
Mstep: Class 16 contains 74149 members 
Mstep: Class 18 contains 291893 members 
Mstep: Class 19 contains 5264 members 
Mstep: Class 20 contains 11806 members 
Mstep: Class 22 contains 24098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147889744.000000 Penalty: 69614.101562
Iteration 34Q: 21 clusters Score -1.478897e+08 nChanged 12266
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 297299 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 67682 members 
Mstep: Class 4 contains 16084 members 
Mstep: Class 5 contains 2353 members 
Mstep: Class 6 contains 202708 members 
Mstep: Class 7 contains 57444 members 
Mstep: Class 8 contains 11960 members 
Mstep: Class 9 contains 6871 members 
Mstep: Class 10 contains 4524 members 
Mstep: Class 11 contains 62966 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 13 contains 66461 members 
Mstep: Class 14 contains 13508 members 
Mstep: Class 15 contains 27794 members 
Mstep: Class 16 contains 74227 members 
Mstep: Class 18 contains 286160 members 
Mstep: Class 19 contains 5276 members 
Mstep: Class 20 contains 11770 members 
Mstep: Class 22 contains 23961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147893008.000000 Penalty: 69614.101562
Iteration 35Q: 21 clusters Score -1.47893e+08 nChanged 11395
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 302940 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 67660 members 
Mstep: Class 4 contains 16347 members 
Mstep: Class 5 contains 2297 members 
Mstep: Class 6 contains 202412 members 
Mstep: Class 7 contains 57432 members 
Mstep: Class 8 contains 12107 members 
Mstep: Class 9 contains 6875 members 
Mstep: Class 10 contains 4526 members 
Mstep: Class 11 contains 62923 members 
Mstep: Class 12 contains 2855 members 
Mstep: Class 13 contains 66249 members 
Mstep: Class 14 contains 13494 members 
Mstep: Class 15 contains 28136 members 
Mstep: Class 16 contains 74266 members 
Mstep: Class 18 contains 280570 members 
Mstep: Class 19 contains 5287 members 
Mstep: Class 20 contains 11757 members 
Mstep: Class 22 contains 23784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147895856.000000 Penalty: 69614.101562
Iteration 36Q: 21 clusters Score -1.478959e+08 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 307945 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 67642 members 
Mstep: Class 4 contains 16592 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 6 contains 202058 members 
Mstep: Class 7 contains 57480 members 
Mstep: Class 8 contains 12272 members 
Mstep: Class 9 contains 6876 members 
Mstep: Class 10 contains 4523 members 
Mstep: Class 11 contains 62905 members 
Mstep: Class 12 contains 2850 members 
Mstep: Class 13 contains 66179 members 
Mstep: Class 14 contains 13489 members 
Mstep: Class 15 contains 28441 members 
Mstep: Class 16 contains 74305 members 
Mstep: Class 18 contains 275426 members 
Mstep: Class 19 contains 5293 members 
Mstep: Class 20 contains 11763 members 
Mstep: Class 22 contains 23625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147898784.000000 Penalty: 69614.101562
Iteration 37Q: 21 clusters Score -1.478988e+08 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 312051 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 67640 members 
Mstep: Class 4 contains 16790 members 
Mstep: Class 5 contains 2215 members 
Mstep: Class 6 contains 201586 members 
Mstep: Class 7 contains 57550 members 
Mstep: Class 8 contains 12423 members 
Mstep: Class 9 contains 6875 members 
Mstep: Class 10 contains 4523 members 
Mstep: Class 11 contains 62910 members 
Mstep: Class 12 contains 2842 members 
Mstep: Class 13 contains 66179 members 
Mstep: Class 14 contains 13479 members 
Mstep: Class 15 contains 28738 members 
Mstep: Class 16 contains 74361 members 
Mstep: Class 18 contains 271234 members 
Mstep: Class 19 contains 5292 members 
Mstep: Class 20 contains 11746 members 
Mstep: Class 22 contains 23483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147898736.000000 Penalty: 69614.101562
Iteration 38Q: 21 clusters Score -1.478987e+08 nChanged 8323
Entering ConstructFrom: 
Score: -147898736.000000 Penalty: 69614.101562
Entering ConstructFrom: 
Trying to split cluster 1 (314568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314568 members 
Entering Unmasked Estep 
Score: -38552040.000000 Penalty: 3139.420898
	Iteration 0F: 2 clusters Score -3.855204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157036 members 
Mstep: Class 2 contains 157532 members 
Entering Unmasked Estep 
Score: -38367284.000000 Penalty: 6278.841797
	Iteration 0F: 3 clusters Score -3.836728e+07 nChanged 152594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154744 members 
Mstep: Class 2 contains 159824 members 
Entering Unmasked Estep 
Score: -38458140.000000 Penalty: 6278.841797
	Iteration 1F: 3 clusters Score -3.845814e+07 nChanged 9210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153334 members 
Mstep: Class 2 contains 161234 members 
Entering Unmasked Estep 
Score: -38460472.000000 Penalty: 6278.841797
	Iteration 2Q: 3 clusters Score -3.846047e+07 nChanged 11061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150959 members 
Mstep: Class 2 contains 163609 members 
Entering Unmasked Estep 
Score: -38464612.000000 Penalty: 6278.841797
	Iteration 3Q: 3 clusters Score -3.846461e+07 nChanged 13194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147327 members 
Mstep: Class 2 contains 167241 members 
Entering Unmasked Estep 
Score: -38470084.000000 Penalty: 6278.841797
	Iteration 4Q: 3 clusters Score -3.847008e+07 nChanged 15948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142227 members 
Mstep: Class 2 contains 172341 members 
Entering Unmasked Estep 
Score: -38479076.000000 Penalty: 6278.841797
	Iteration 5F: 3 clusters Score -3.847908e+07 nChanged 18772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136151 members 
Mstep: Class 2 contains 178417 members 
Entering Unmasked Estep 
Score: -38491696.000000 Penalty: 6278.841797
	Iteration 6F: 3 clusters Score -3.84917e+07 nChanged 20405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130106 members 
Mstep: Class 2 contains 184462 members 
Entering Unmasked Estep 
Score: -38505680.000000 Penalty: 6278.841797
	Iteration 7F: 3 clusters Score -3.850568e+07 nChanged 19642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125464 members 
Mstep: Class 2 contains 189104 members 
Entering Unmasked Estep 
Score: -38517936.000000 Penalty: 6278.841797
	Iteration 8F: 3 clusters Score -3.851794e+07 nChanged 16109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122485 members 
Mstep: Class 2 contains 192083 members 
Entering Unmasked Estep 
Score: -38525512.000000 Penalty: 6278.841797
	Iteration 9F: 3 clusters Score -3.852551e+07 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120437 members 
Mstep: Class 2 contains 194131 members 
Entering Unmasked Estep 
Score: -38528856.000000 Penalty: 6278.841797
	Iteration 10Q: 3 clusters Score -3.852886e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118865 members 
Mstep: Class 2 contains 195703 members 
Entering Unmasked Estep 
Score: -38530104.000000 Penalty: 6278.841797
	Iteration 11Q: 3 clusters Score -3.85301e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117581 members 
Mstep: Class 2 contains 196987 members 
Entering Unmasked Estep 
Score: -38530744.000000 Penalty: 6278.841797
	Iteration 12Q: 3 clusters Score -3.853074e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116296 members 
Mstep: Class 2 contains 198272 members 
Entering Unmasked Estep 
Score: -38530984.000000 Penalty: 6278.841797
	Iteration 13Q: 3 clusters Score -3.853098e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115092 members 
Mstep: Class 2 contains 199476 members 
Entering Unmasked Estep 
Score: -38531232.000000 Penalty: 6278.841797
	Iteration 14Q: 3 clusters Score -3.853123e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113952 members 
Mstep: Class 2 contains 200616 members 
Entering Unmasked Estep 
Score: -38531364.000000 Penalty: 6278.841797
	Iteration 15Q: 3 clusters Score -3.853136e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112891 members 
Mstep: Class 2 contains 201677 members 
Entering Unmasked Estep 
Score: -38531616.000000 Penalty: 6278.841797
	Iteration 16Q: 3 clusters Score -3.853162e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111776 members 
Mstep: Class 2 contains 202792 members 
Entering Unmasked Estep 
Score: -38532012.000000 Penalty: 6278.841797
	Iteration 17Q: 3 clusters Score -3.853201e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110704 members 
Mstep: Class 2 contains 203864 members 
Entering Unmasked Estep 
Score: -38532260.000000 Penalty: 6278.841797
	Iteration 18Q: 3 clusters Score -3.853226e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109601 members 
Mstep: Class 2 contains 204967 members 
Entering Unmasked Estep 
Score: -38532596.000000 Penalty: 6278.841797
	Iteration 19Q: 3 clusters Score -3.85326e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108498 members 
Mstep: Class 2 contains 206070 members 
Entering Unmasked Estep 
Score: -38532828.000000 Penalty: 6278.841797
	Iteration 20F: 3 clusters Score -3.853283e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107342 members 
Mstep: Class 2 contains 207226 members 
Entering Unmasked Estep 
Score: -38532884.000000 Penalty: 6278.841797
	Iteration 21Q: 3 clusters Score -3.853288e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106180 members 
Mstep: Class 2 contains 208388 members 
Entering Unmasked Estep 
Score: -38532968.000000 Penalty: 6278.841797
	Iteration 22Q: 3 clusters Score -3.853297e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104922 members 
Mstep: Class 2 contains 209646 members 
Entering Unmasked Estep 
Score: -38533152.000000 Penalty: 6278.841797
	Iteration 23Q: 3 clusters Score -3.853315e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103614 members 
Mstep: Class 2 contains 210954 members 
Entering Unmasked Estep 
Score: -38533440.000000 Penalty: 6278.841797
	Iteration 24Q: 3 clusters Score -3.853344e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102257 members 
Mstep: Class 2 contains 212311 members 
Entering Unmasked Estep 
Score: -38533520.000000 Penalty: 6278.841797
	Iteration 25Q: 3 clusters Score -3.853352e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100829 members 
Mstep: Class 2 contains 213739 members 
Entering Unmasked Estep 
Score: -38533584.000000 Penalty: 6278.841797
	Iteration 26Q: 3 clusters Score -3.853358e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99404 members 
Mstep: Class 2 contains 215164 members 
Entering Unmasked Estep 
Score: -38533592.000000 Penalty: 6278.841797
	Iteration 27Q: 3 clusters Score -3.853359e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98011 members 
Mstep: Class 2 contains 216557 members 
Entering Unmasked Estep 
Score: -38533616.000000 Penalty: 6278.841797
	Iteration 28Q: 3 clusters Score -3.853362e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96578 members 
Mstep: Class 2 contains 217990 members 
Entering Unmasked Estep 
Score: -38533712.000000 Penalty: 6278.841797
	Iteration 29Q: 3 clusters Score -3.853371e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95084 members 
Mstep: Class 2 contains 219484 members 
Entering Unmasked Estep 
Score: -38533724.000000 Penalty: 6278.841797
	Iteration 30Q: 3 clusters Score -3.853372e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93679 members 
Mstep: Class 2 contains 220889 members 
Entering Unmasked Estep 
Score: -38533960.000000 Penalty: 6278.841797
	Iteration 31Q: 3 clusters Score -3.853396e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92216 members 
Mstep: Class 2 contains 222352 members 
Entering Unmasked Estep 
Score: -38534096.000000 Penalty: 6278.841797
	Iteration 32Q: 3 clusters Score -3.85341e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90681 members 
Mstep: Class 2 contains 223887 members 
Entering Unmasked Estep 
Score: -38534324.000000 Penalty: 6278.841797
	Iteration 33Q: 3 clusters Score -3.853432e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89109 members 
Mstep: Class 2 contains 225459 members 
Entering Unmasked Estep 
Score: -38534528.000000 Penalty: 6278.841797
	Iteration 34Q: 3 clusters Score -3.853453e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87535 members 
Mstep: Class 2 contains 227033 members 
Entering Unmasked Estep 
Score: -38534624.000000 Penalty: 6278.841797
	Iteration 35Q: 3 clusters Score -3.853462e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85935 members 
Mstep: Class 2 contains 228633 members 
Entering Unmasked Estep 
Score: -38534908.000000 Penalty: 6278.841797
	Iteration 36Q: 3 clusters Score -3.853491e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84214 members 
Mstep: Class 2 contains 230354 members 
Entering Unmasked Estep 
Score: -38535020.000000 Penalty: 6278.841797
	Iteration 37Q: 3 clusters Score -3.853502e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 232000 members 
Entering Unmasked Estep 
Score: -38535324.000000 Penalty: 6278.841797
	Iteration 38Q: 3 clusters Score -3.853532e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80792 members 
Mstep: Class 2 contains 233776 members 
Entering Unmasked Estep 
Score: -38535596.000000 Penalty: 6278.841797
	Iteration 39Q: 3 clusters Score -3.85356e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78970 members 
Mstep: Class 2 contains 235598 members 
Entering Unmasked Estep 
Score: -38535836.000000 Penalty: 6278.841797
	Iteration 40F: 3 clusters Score -3.853584e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 237418 members 
Entering Unmasked Estep 
Score: -38535992.000000 Penalty: 6278.841797
	Iteration 41Q: 3 clusters Score -3.853599e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75421 members 
Mstep: Class 2 contains 239147 members 
Entering Unmasked Estep 
Score: -38536204.000000 Penalty: 6278.841797
	Iteration 42Q: 3 clusters Score -3.85362e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73714 members 
Mstep: Class 2 contains 240854 members 
Entering Unmasked Estep 
Score: -38536328.000000 Penalty: 6278.841797
	Iteration 43Q: 3 clusters Score -3.853633e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71988 members 
Mstep: Class 2 contains 242580 members 
Entering Unmasked Estep 
Score: -38536656.000000 Penalty: 6278.841797
	Iteration 44Q: 3 clusters Score -3.853666e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 244289 members 
Entering Unmasked Estep 
Score: -38536752.000000 Penalty: 6278.841797
	Iteration 45Q: 3 clusters Score -3.853675e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68597 members 
Mstep: Class 2 contains 245971 members 
Entering Unmasked Estep 
Score: -38536920.000000 Penalty: 6278.841797
	Iteration 46Q: 3 clusters Score -3.853692e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66878 members 
Mstep: Class 2 contains 247690 members 
Entering Unmasked Estep 
Score: -38537016.000000 Penalty: 6278.841797
	Iteration 47Q: 3 clusters Score -3.853702e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65136 members 
Mstep: Class 2 contains 249432 members 
Entering Unmasked Estep 
Score: -38537144.000000 Penalty: 6278.841797
	Iteration 48Q: 3 clusters Score -3.853714e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 251218 members 
Entering Unmasked Estep 
Score: -38537216.000000 Penalty: 6278.841797
	Iteration 49Q: 3 clusters Score -3.853722e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 253065 members 
Entering Unmasked Estep 
Score: -38537336.000000 Penalty: 6278.841797
	Iteration 50Q: 3 clusters Score -3.853734e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 254903 members 
Entering Unmasked Estep 
Score: -38537468.000000 Penalty: 6278.841797
	Iteration 51Q: 3 clusters Score -3.853747e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57799 members 
Mstep: Class 2 contains 256769 members 
Entering Unmasked Estep 
Score: -38537676.000000 Penalty: 6278.841797
	Iteration 52Q: 3 clusters Score -3.853768e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 258637 members 
Entering Unmasked Estep 
Score: -38537880.000000 Penalty: 6278.841797
	Iteration 53Q: 3 clusters Score -3.853788e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 260594 members 
Entering Unmasked Estep 
Score: -38538168.000000 Penalty: 6278.841797
	Iteration 54Q: 3 clusters Score -3.853817e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 262563 members 
Entering Unmasked Estep 
Score: -38538548.000000 Penalty: 6278.841797
	Iteration 55Q: 3 clusters Score -3.853855e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 264513 members 
Entering Unmasked Estep 
Score: -38538916.000000 Penalty: 6278.841797
	Iteration 56Q: 3 clusters Score -3.853892e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 266532 members 
Entering Unmasked Estep 
Score: -38539180.000000 Penalty: 6278.841797
	Iteration 57Q: 3 clusters Score -3.853918e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 268578 members 
Entering Unmasked Estep 
Score: -38539456.000000 Penalty: 6278.841797
	Iteration 58Q: 3 clusters Score -3.853946e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 270605 members 
Entering Unmasked Estep 
Score: -38539832.000000 Penalty: 6278.841797
	Iteration 59Q: 3 clusters Score -3.853983e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 272664 members 
Entering Unmasked Estep 
Score: -38540104.000000 Penalty: 6278.841797
	Iteration 60F: 3 clusters Score -3.85401e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 274751 members 
Entering Unmasked Estep 
Score: -38540468.000000 Penalty: 6278.841797
	Iteration 61Q: 3 clusters Score -3.854047e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 276798 members 
Entering Unmasked Estep 
Score: -38540884.000000 Penalty: 6278.841797
	Iteration 62Q: 3 clusters Score -3.854088e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 278858 members 
Entering Unmasked Estep 
Score: -38541364.000000 Penalty: 6278.841797
	Iteration 63Q: 3 clusters Score -3.854136e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 280934 members 
Entering Unmasked Estep 
Score: -38541624.000000 Penalty: 6278.841797
	Iteration 64Q: 3 clusters Score -3.854162e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 282991 members 
Entering Unmasked Estep 
Score: -38541976.000000 Penalty: 6278.841797
	Iteration 65Q: 3 clusters Score -3.854198e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 285008 members 
Entering Unmasked Estep 
Score: -38542248.000000 Penalty: 6278.841797
	Iteration 66Q: 3 clusters Score -3.854225e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 286979 members 
Entering Unmasked Estep 
Score: -38542532.000000 Penalty: 6278.841797
	Iteration 67Q: 3 clusters Score -3.854253e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 288953 members 
Entering Unmasked Estep 
Score: -38543048.000000 Penalty: 6278.841797
	Iteration 68Q: 3 clusters Score -3.854305e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 290948 members 
Entering Unmasked Estep 
Score: -38543696.000000 Penalty: 6278.841797
	Iteration 69Q: 3 clusters Score -3.85437e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 292880 members 
Entering Unmasked Estep 
Score: -38544340.000000 Penalty: 6278.841797
	Iteration 70Q: 3 clusters Score -3.854434e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 294825 members 
Entering Unmasked Estep 
Score: -38545020.000000 Penalty: 6278.841797
	Iteration 71Q: 3 clusters Score -3.854502e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 296636 members 
Entering Unmasked Estep 
Score: -38545688.000000 Penalty: 6278.841797
	Iteration 72Q: 3 clusters Score -3.854569e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 298308 members 
Entering Unmasked Estep 
Score: -38546388.000000 Penalty: 6278.841797
	Iteration 73Q: 3 clusters Score -3.854639e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 299906 members 
Entering Unmasked Estep 
Score: -38546848.000000 Penalty: 6278.841797
	Iteration 74Q: 3 clusters Score -3.854685e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 301395 members 
Entering Unmasked Estep 
Score: -38547548.000000 Penalty: 6278.841797
	Iteration 75Q: 3 clusters Score -3.854755e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 302812 members 
Entering Unmasked Estep 
Score: -38548116.000000 Penalty: 6278.841797
	Iteration 76Q: 3 clusters Score -3.854812e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 304139 members 
Entering Unmasked Estep 
Score: -38548544.000000 Penalty: 6278.841797
	Iteration 77Q: 3 clusters Score -3.854854e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 305256 members 
Entering Unmasked Estep 
Score: -38548856.000000 Penalty: 6278.841797
	Iteration 78Q: 3 clusters Score -3.854886e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 306294 members 
Entering Unmasked Estep 
Score: -38549232.000000 Penalty: 6278.841797
	Iteration 79Q: 3 clusters Score -3.854923e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 307225 members 
Entering Unmasked Estep 
Score: -38549468.000000 Penalty: 6278.841797
	Iteration 80F: 3 clusters Score -3.854947e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 308064 members 
Entering Unmasked Estep 
Score: -38549684.000000 Penalty: 6278.841797
	Iteration 81Q: 3 clusters Score -3.854968e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 308820 members 
Entering Unmasked Estep 
Score: -38549792.000000 Penalty: 6278.841797
	Iteration 82Q: 3 clusters Score -3.854979e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 309465 members 
Entering Unmasked Estep 
Score: -38549808.000000 Penalty: 6278.841797
	Iteration 83Q: 3 clusters Score -3.854981e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 309999 members 
Entering Unmasked Estep 
Score: -38549880.000000 Penalty: 6278.841797
	Iteration 84Q: 3 clusters Score -3.854988e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 310455 members 
Entering Unmasked Estep 
Score: -38549812.000000 Penalty: 6278.841797
	Iteration 85Q: 3 clusters Score -3.854981e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 310845 members 
Entering Unmasked Estep 
Score: -38549840.000000 Penalty: 6278.841797
	Iteration 86Q: 3 clusters Score -3.854984e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 311153 members 
Entering Unmasked Estep 
Score: -38549812.000000 Penalty: 6278.841797
	Iteration 87Q: 3 clusters Score -3.854981e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 311413 members 
Entering Unmasked Estep 
Score: -38549804.000000 Penalty: 6278.841797
	Iteration 88Q: 3 clusters Score -3.85498e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 311622 members 
Entering Unmasked Estep 
Score: -38549800.000000 Penalty: 6278.841797
	Iteration 89Q: 3 clusters Score -3.85498e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 311806 members 
Entering Unmasked Estep 
Score: -38549768.000000 Penalty: 6278.841797
	Iteration 90Q: 3 clusters Score -3.854977e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 311977 members 
Entering Unmasked Estep 
Score: -38549772.000000 Penalty: 6278.841797
	Iteration 91Q: 3 clusters Score -3.854977e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 312116 members 
Entering Unmasked Estep 
Score: -38549824.000000 Penalty: 6278.841797
	Iteration 92Q: 3 clusters Score -3.854982e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 312224 members 
Entering Unmasked Estep 
Score: -38549800.000000 Penalty: 6278.841797
	Iteration 93Q: 3 clusters Score -3.85498e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 312347 members 
Entering Unmasked Estep 
Score: -38549836.000000 Penalty: 6278.841797
	Iteration 94Q: 3 clusters Score -3.854984e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 312446 members 
Entering Unmasked Estep 
Score: -38549784.000000 Penalty: 6278.841797
	Iteration 95Q: 3 clusters Score -3.854978e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 312526 members 
Entering Unmasked Estep 
Score: -38549812.000000 Penalty: 6278.841797
	Iteration 96Q: 3 clusters Score -3.854981e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 312581 members 
Entering Unmasked Estep 
Score: -38549840.000000 Penalty: 6278.841797
	Iteration 97Q: 3 clusters Score -3.854984e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 312633 members 
Entering Unmasked Estep 
Score: -38549888.000000 Penalty: 6278.841797
	Iteration 98Q: 3 clusters Score -3.854989e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 312670 members 
Entering Unmasked Estep 
Score: -38549860.000000 Penalty: 6278.841797
	Iteration 99Q: 3 clusters Score -3.854986e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 312696 members 
Entering Unmasked Estep 
Score: -38549912.000000 Penalty: 6278.841797
	Iteration 100F: 3 clusters Score -3.854991e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 312717 members 
Entering Unmasked Estep 
Score: -38549888.000000 Penalty: 6278.841797
	Iteration 101Q: 3 clusters Score -3.854989e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 312745 members 
Entering Unmasked Estep 
Score: -38549876.000000 Penalty: 6278.841797
	Iteration 102Q: 3 clusters Score -3.854988e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 312772 members 
Entering Unmasked Estep 
Score: -38549908.000000 Penalty: 6278.841797
	Iteration 103Q: 3 clusters Score -3.854991e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 312795 members 
Entering Unmasked Estep 
Score: -38549896.000000 Penalty: 6278.841797
	Iteration 104Q: 3 clusters Score -3.85499e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 312813 members 
Entering Unmasked Estep 
Score: -38549904.000000 Penalty: 6278.841797
	Iteration 105Q: 3 clusters Score -3.85499e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 312838 members 
Entering Unmasked Estep 
Score: -38549916.000000 Penalty: 6278.841797
	Iteration 106Q: 3 clusters Score -3.854992e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 312865 members 
Entering Unmasked Estep 
Score: -38549924.000000 Penalty: 6278.841797
	Iteration 107Q: 3 clusters Score -3.854992e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 312891 members 
Entering Unmasked Estep 
Score: -38549992.000000 Penalty: 6278.841797
	Iteration 108Q: 3 clusters Score -3.854999e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 312911 members 
Entering Unmasked Estep 
Score: -38549992.000000 Penalty: 6278.841797
	Iteration 109Q: 3 clusters Score -3.854999e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 312936 members 
Entering Unmasked Estep 
Score: -38549972.000000 Penalty: 6278.841797
	Iteration 110Q: 3 clusters Score -3.854997e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 312953 members 
Entering Unmasked Estep 
Score: -38549988.000000 Penalty: 6278.841797
	Iteration 111Q: 3 clusters Score -3.854999e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 312967 members 
Entering Unmasked Estep 
Score: -38550000.000000 Penalty: 6278.841797
	Iteration 112Q: 3 clusters Score -3.855e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 312987 members 
Entering Unmasked Estep 
Score: -38549984.000000 Penalty: 6278.841797
	Iteration 113Q: 3 clusters Score -3.854998e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 313005 members 
Entering Unmasked Estep 
Score: -38549972.000000 Penalty: 6278.841797
	Iteration 114Q: 3 clusters Score -3.854997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 313019 members 
Entering Unmasked Estep 
Score: -38549964.000000 Penalty: 6278.841797
	Iteration 115Q: 3 clusters Score -3.854996e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 313040 members 
Entering Unmasked Estep 
Score: -38549972.000000 Penalty: 6278.841797
	Iteration 116Q: 3 clusters Score -3.854997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 313050 members 
Entering Unmasked Estep 
Score: -38549952.000000 Penalty: 6278.841797
	Iteration 117Q: 3 clusters Score -3.854995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 313064 members 
Entering Unmasked Estep 
Score: -38549972.000000 Penalty: 6278.841797
	Iteration 118Q: 3 clusters Score -3.854997e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 313076 members 
Entering Unmasked Estep 
Score: -38549968.000000 Penalty: 6278.841797
	Iteration 119Q: 3 clusters Score -3.854997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 313085 members 
Entering Unmasked Estep 
Score: -38549952.000000 Penalty: 6278.841797
	Iteration 120F: 3 clusters Score -3.854995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 313096 members 
Entering Unmasked Estep 
Score: -38549952.000000 Penalty: 6278.841797
	Iteration 121Q: 3 clusters Score -3.854995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 313105 members 
Entering Unmasked Estep 
Score: -38549940.000000 Penalty: 6278.841797
	Iteration 122Q: 3 clusters Score -3.854994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 313112 members 
Entering Unmasked Estep 
Score: -38549960.000000 Penalty: 6278.841797
	Iteration 123Q: 3 clusters Score -3.854996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 313118 members 
Entering Unmasked Estep 
Score: -38549972.000000 Penalty: 6278.841797
	Iteration 124Q: 3 clusters Score -3.854997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 313124 members 
Entering Unmasked Estep 
Score: -38549980.000000 Penalty: 6278.841797
	Iteration 125Q: 3 clusters Score -3.854998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 313129 members 
Entering Unmasked Estep 
Score: -38549984.000000 Penalty: 6278.841797
	Iteration 126Q: 3 clusters Score -3.854998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 313135 members 
Entering Unmasked Estep 
Score: -38549964.000000 Penalty: 6278.841797
	Iteration 127Q: 3 clusters Score -3.854996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 313136 members 
Entering Unmasked Estep 
Score: -38549968.000000 Penalty: 6278.841797
	Iteration 128Q: 3 clusters Score -3.854997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 313140 members 
Entering Unmasked Estep 
Score: -38549988.000000 Penalty: 6278.841797
	Iteration 129Q: 3 clusters Score -3.854999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 313142 members 
Entering Unmasked Estep 
Score: -38549956.000000 Penalty: 6278.841797
	Iteration 130Q: 3 clusters Score -3.854996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 313143 members 
Entering Unmasked Estep 
Score: -38549960.000000 Penalty: 6278.841797
	Iteration 131Q: 3 clusters Score -3.854996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 313144 members 
Entering Unmasked Estep 
Score: -38549964.000000 Penalty: 6278.841797
	Iteration 132Q: 3 clusters Score -3.854996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 313146 members 
Entering Unmasked Estep 
Score: -38549984.000000 Penalty: 6278.841797
	Iteration 133Q: 3 clusters Score -3.854998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 313147 members 
Entering Unmasked Estep 
Score: -38549972.000000 Penalty: 6278.841797
	Iteration 134Q: 3 clusters Score -3.854997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 313147 members 
Entering Unmasked Estep 
Score: -38549972.000000 Penalty: 6278.841797
	Iteration 135F: 3 clusters Score -3.854997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Entering Unmasked Estep 
Score: -244562.812500 Penalty: 1959.816895
	Iteration 0F: 2 clusters Score -244562.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -242117.609375 Penalty: 3919.633789
	Iteration 0F: 3 clusters Score -242117.6 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -246176.890625 Penalty: 3919.633789
	Iteration 1F: 3 clusters Score -246176.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -248973.890625 Penalty: 3919.633789
	Iteration 2F: 3 clusters Score -248973.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -250666.562500 Penalty: 3919.633789
	Iteration 3F: 3 clusters Score -250666.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -251681.390625 Penalty: 3919.633789
	Iteration 4F: 3 clusters Score -251681.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -253915.484375 Penalty: 3919.633789
	Iteration 5F: 3 clusters Score -253915.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -255674.921875 Penalty: 3919.633789
	Iteration 6F: 3 clusters Score -255674.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -256750.296875 Penalty: 3919.633789
	Iteration 7Q: 3 clusters Score -256750.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -257112.453125 Penalty: 3919.633789
	Iteration 8Q: 3 clusters Score -257112.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -257310.406250 Penalty: 3919.633789
	Iteration 9Q: 3 clusters Score -257310.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -257410.421875 Penalty: 3919.633789
	Iteration 10Q: 3 clusters Score -257410.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -257501.046875 Penalty: 3919.633789
	Iteration 11Q: 3 clusters Score -257501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -257622.234375 Penalty: 3919.633789
	Iteration 12Q: 3 clusters Score -257622.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -257658.437500 Penalty: 3919.633789
	Iteration 13Q: 3 clusters Score -257658.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -257690.531250 Penalty: 3919.633789
	Iteration 14Q: 3 clusters Score -257690.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -257698.218750 Penalty: 3919.633789
	Iteration 15Q: 3 clusters Score -257698.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -257891.656250 Penalty: 3919.633789
	Iteration 16F: 3 clusters Score -257891.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -258833.062500 Penalty: 3919.633789
	Iteration 17Q: 3 clusters Score -258833.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -258833.062500 Penalty: 3919.633789
	Iteration 18F: 3 clusters Score -258833.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 314568 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 67618 members 
Mstep: Class 4 contains 16974 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 201048 members 
Mstep: Class 7 contains 57683 members 
Mstep: Class 8 contains 12560 members 
Mstep: Class 9 contains 6879 members 
Mstep: Class 10 contains 4524 members 
Mstep: Class 11 contains 62954 members 
Mstep: Class 12 contains 2843 members 
Mstep: Class 13 contains 66347 members 
Mstep: Class 14 contains 13458 members 
Mstep: Class 15 contains 28991 members 
Mstep: Class 16 contains 74467 members 
Mstep: Class 17 contains 1242 members 
Mstep: Class 18 contains 268396 members 
Mstep: Class 19 contains 5296 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 22 contains 23359 members 
Entering Unmasked Estep 
Score: -147910240.000000 Penalty: 73094.812500
Splitting cluster 2 changes total score from -147898736.000000 to -147910240.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 3 (67618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67618 members 
Entering Unmasked Estep 
Score: -8264168.000000 Penalty: 2758.164062
	Iteration 0F: 2 clusters Score -8264168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -8218695.500000 Penalty: 5516.328125
	Iteration 0F: 3 clusters Score -8218696 nChanged 31576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -8236693.000000 Penalty: 5516.328125
	Iteration 1F: 3 clusters Score -8236693 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -8237369.500000 Penalty: 5516.328125
	Iteration 2Q: 3 clusters Score -8237370 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -8238396.000000 Penalty: 5516.328125
	Iteration 3Q: 3 clusters Score -8238396 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -8240292.000000 Penalty: 5516.328125
	Iteration 4Q: 3 clusters Score -8240292 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -8243745.500000 Penalty: 5516.328125
	Iteration 5F: 3 clusters Score -8243746 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -8248975.000000 Penalty: 5516.328125
	Iteration 6F: 3 clusters Score -8248975 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -8254078.000000 Penalty: 5516.328125
	Iteration 7F: 3 clusters Score -8254078 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -8257375.000000 Penalty: 5516.328125
	Iteration 8F: 3 clusters Score -8257375 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -8258877.500000 Penalty: 5516.328125
	Iteration 9F: 3 clusters Score -8258878 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -8259618.500000 Penalty: 5516.328125
	Iteration 10Q: 3 clusters Score -8259618 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -8260041.000000 Penalty: 5516.328125
	Iteration 11Q: 3 clusters Score -8260041 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -8260303.000000 Penalty: 5516.328125
	Iteration 12Q: 3 clusters Score -8260303 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -8260573.500000 Penalty: 5516.328125
	Iteration 13Q: 3 clusters Score -8260574 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -8260711.000000 Penalty: 5516.328125
	Iteration 14Q: 3 clusters Score -8260711 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -8260896.500000 Penalty: 5516.328125
	Iteration 15Q: 3 clusters Score -8260896 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -8261068.500000 Penalty: 5516.328125
	Iteration 16Q: 3 clusters Score -8261068 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -8261238.000000 Penalty: 5516.328125
	Iteration 17Q: 3 clusters Score -8261238 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -8261422.000000 Penalty: 5516.328125
	Iteration 18Q: 3 clusters Score -8261422 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -8261555.000000 Penalty: 5516.328125
	Iteration 19Q: 3 clusters Score -8261555 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56754 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -8261755.000000 Penalty: 5516.328125
	Iteration 20F: 3 clusters Score -8261755 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57436 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -8261887.500000 Penalty: 5516.328125
	Iteration 21Q: 3 clusters Score -8261888 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -8262008.000000 Penalty: 5516.328125
	Iteration 22Q: 3 clusters Score -8262008 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -8262138.000000 Penalty: 5516.328125
	Iteration 23Q: 3 clusters Score -8262138 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -8262270.500000 Penalty: 5516.328125
	Iteration 24Q: 3 clusters Score -8262270 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59608 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -8262376.500000 Penalty: 5516.328125
	Iteration 25Q: 3 clusters Score -8262376 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60029 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -8262424.000000 Penalty: 5516.328125
	Iteration 26Q: 3 clusters Score -8262424 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -8262476.000000 Penalty: 5516.328125
	Iteration 27Q: 3 clusters Score -8262476 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -8262552.500000 Penalty: 5516.328125
	Iteration 28Q: 3 clusters Score -8262552 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -8262614.500000 Penalty: 5516.328125
	Iteration 29Q: 3 clusters Score -8262614 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61322 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -8262629.500000 Penalty: 5516.328125
	Iteration 30Q: 3 clusters Score -8262630 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61578 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -8262686.500000 Penalty: 5516.328125
	Iteration 31Q: 3 clusters Score -8262686 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -8262728.000000 Penalty: 5516.328125
	Iteration 32Q: 3 clusters Score -8262728 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62004 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -8262747.000000 Penalty: 5516.328125
	Iteration 33Q: 3 clusters Score -8262747 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62162 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -8262793.500000 Penalty: 5516.328125
	Iteration 34Q: 3 clusters Score -8262794 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62305 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -8262833.000000 Penalty: 5516.328125
	Iteration 35Q: 3 clusters Score -8262833 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62425 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -8262840.000000 Penalty: 5516.328125
	Iteration 36Q: 3 clusters Score -8262840 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62513 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -8262845.500000 Penalty: 5516.328125
	Iteration 37Q: 3 clusters Score -8262846 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -8262860.000000 Penalty: 5516.328125
	Iteration 38Q: 3 clusters Score -8262860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62672 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -8262856.000000 Penalty: 5516.328125
	Iteration 39Q: 3 clusters Score -8262856 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62725 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -8262871.000000 Penalty: 5516.328125
	Iteration 40F: 3 clusters Score -8262871 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -8262876.000000 Penalty: 5516.328125
	Iteration 41Q: 3 clusters Score -8262876 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -8262880.000000 Penalty: 5516.328125
	Iteration 42Q: 3 clusters Score -8262880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62868 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -8262886.500000 Penalty: 5516.328125
	Iteration 43Q: 3 clusters Score -8262886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62902 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -8262880.000000 Penalty: 5516.328125
	Iteration 44Q: 3 clusters Score -8262880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62932 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -8262896.500000 Penalty: 5516.328125
	Iteration 45Q: 3 clusters Score -8262896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -8262896.500000 Penalty: 5516.328125
	Iteration 46Q: 3 clusters Score -8262896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -8262895.500000 Penalty: 5516.328125
	Iteration 47Q: 3 clusters Score -8262896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63024 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -8262898.500000 Penalty: 5516.328125
	Iteration 48Q: 3 clusters Score -8262898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63062 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -8262904.500000 Penalty: 5516.328125
	Iteration 49Q: 3 clusters Score -8262904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -8262899.500000 Penalty: 5516.328125
	Iteration 50Q: 3 clusters Score -8262900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63124 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -8262904.000000 Penalty: 5516.328125
	Iteration 51Q: 3 clusters Score -8262904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63156 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -8262914.000000 Penalty: 5516.328125
	Iteration 52Q: 3 clusters Score -8262914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63188 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -8262917.000000 Penalty: 5516.328125
	Iteration 53Q: 3 clusters Score -8262917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -8262921.500000 Penalty: 5516.328125
	Iteration 54Q: 3 clusters Score -8262922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -8262919.000000 Penalty: 5516.328125
	Iteration 55Q: 3 clusters Score -8262919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63245 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -8262917.000000 Penalty: 5516.328125
	Iteration 56Q: 3 clusters Score -8262917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63256 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -8262920.500000 Penalty: 5516.328125
	Iteration 57Q: 3 clusters Score -8262920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63266 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -8262935.500000 Penalty: 5516.328125
	Iteration 58Q: 3 clusters Score -8262936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63278 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -8262936.500000 Penalty: 5516.328125
	Iteration 59Q: 3 clusters Score -8262936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63292 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -8262942.000000 Penalty: 5516.328125
	Iteration 60F: 3 clusters Score -8262942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -8262932.500000 Penalty: 5516.328125
	Iteration 61Q: 3 clusters Score -8262932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63320 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -8262928.000000 Penalty: 5516.328125
	Iteration 62Q: 3 clusters Score -8262928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -8262921.000000 Penalty: 5516.328125
	Iteration 63Q: 3 clusters Score -8262921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63333 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -8262917.500000 Penalty: 5516.328125
	Iteration 64Q: 3 clusters Score -8262918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63339 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -8262916.000000 Penalty: 5516.328125
	Iteration 65Q: 3 clusters Score -8262916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63349 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -8262927.000000 Penalty: 5516.328125
	Iteration 66Q: 3 clusters Score -8262927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63350 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -8262933.000000 Penalty: 5516.328125
	Iteration 67Q: 3 clusters Score -8262933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63351 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -8262928.500000 Penalty: 5516.328125
	Iteration 68Q: 3 clusters Score -8262928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -8262927.000000 Penalty: 5516.328125
	Iteration 69Q: 3 clusters Score -8262927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63358 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -8262935.000000 Penalty: 5516.328125
	Iteration 70Q: 3 clusters Score -8262935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -8262925.000000 Penalty: 5516.328125
	Iteration 71Q: 3 clusters Score -8262925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63366 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -8262924.000000 Penalty: 5516.328125
	Iteration 72Q: 3 clusters Score -8262924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63370 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -8262928.500000 Penalty: 5516.328125
	Iteration 73Q: 3 clusters Score -8262928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63372 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -8262923.000000 Penalty: 5516.328125
	Iteration 74Q: 3 clusters Score -8262923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63374 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -8262930.500000 Penalty: 5516.328125
	Iteration 75Q: 3 clusters Score -8262930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -8262926.000000 Penalty: 5516.328125
	Iteration 76Q: 3 clusters Score -8262926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63382 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -8262931.000000 Penalty: 5516.328125
	Iteration 77Q: 3 clusters Score -8262931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -8262926.500000 Penalty: 5516.328125
	Iteration 78Q: 3 clusters Score -8262926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63385 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -8262929.500000 Penalty: 5516.328125
	Iteration 79Q: 3 clusters Score -8262930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -8262920.500000 Penalty: 5516.328125
	Iteration 80F: 3 clusters Score -8262920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63387 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -8262924.000000 Penalty: 5516.328125
	Iteration 81Q: 3 clusters Score -8262924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63388 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -8262927.000000 Penalty: 5516.328125
	Iteration 82Q: 3 clusters Score -8262927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63390 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -8262928.000000 Penalty: 5516.328125
	Iteration 83Q: 3 clusters Score -8262928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63392 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -8262928.000000 Penalty: 5516.328125
	Iteration 84Q: 3 clusters Score -8262928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -8262924.000000 Penalty: 5516.328125
	Iteration 85Q: 3 clusters Score -8262924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63399 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -8262927.000000 Penalty: 5516.328125
	Iteration 86Q: 3 clusters Score -8262927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -8262927.500000 Penalty: 5516.328125
	Iteration 87Q: 3 clusters Score -8262928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63404 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -8262929.000000 Penalty: 5516.328125
	Iteration 88Q: 3 clusters Score -8262929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -8262928.000000 Penalty: 5516.328125
	Iteration 89Q: 3 clusters Score -8262928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63413 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -8262934.000000 Penalty: 5516.328125
	Iteration 90Q: 3 clusters Score -8262934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -8262935.500000 Penalty: 5516.328125
	Iteration 91Q: 3 clusters Score -8262936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -8262935.500000 Penalty: 5516.328125
	Iteration 92F: 3 clusters Score -8262936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Entering Unmasked Estep 
Score: -1998749.250000 Penalty: 2415.380615
	Iteration 0F: 2 clusters Score -1998749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1986658.375000 Penalty: 4830.761230
	Iteration 0F: 3 clusters Score -1986658 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1990690.875000 Penalty: 4830.761230
	Iteration 1F: 3 clusters Score -1990691 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1991249.875000 Penalty: 4830.761230
	Iteration 2F: 3 clusters Score -1991250 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1991875.375000 Penalty: 4830.761230
	Iteration 3F: 3 clusters Score -1991875 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1992759.000000 Penalty: 4830.761230
	Iteration 4F: 3 clusters Score -1992759 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1993952.000000 Penalty: 4830.761230
	Iteration 5F: 3 clusters Score -1993952 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1995203.750000 Penalty: 4830.761230
	Iteration 6F: 3 clusters Score -1995204 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1996137.625000 Penalty: 4830.761230
	Iteration 7F: 3 clusters Score -1996138 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1996734.875000 Penalty: 4830.761230
	Iteration 8Q: 3 clusters Score -1996735 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1997138.875000 Penalty: 4830.761230
	Iteration 9Q: 3 clusters Score -1997139 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1997399.250000 Penalty: 4830.761230
	Iteration 10Q: 3 clusters Score -1997399 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1997534.250000 Penalty: 4830.761230
	Iteration 11Q: 3 clusters Score -1997534 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1997610.375000 Penalty: 4830.761230
	Iteration 12Q: 3 clusters Score -1997610 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1997656.375000 Penalty: 4830.761230
	Iteration 13Q: 3 clusters Score -1997656 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1997694.125000 Penalty: 4830.761230
	Iteration 14Q: 3 clusters Score -1997694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1997714.625000 Penalty: 4830.761230
	Iteration 15Q: 3 clusters Score -1997715 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1997720.500000 Penalty: 4830.761230
	Iteration 16Q: 3 clusters Score -1997720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1997724.125000 Penalty: 4830.761230
	Iteration 17Q: 3 clusters Score -1997724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1997726.750000 Penalty: 4830.761230
	Iteration 18Q: 3 clusters Score -1997727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1997725.875000 Penalty: 4830.761230
	Iteration 19Q: 3 clusters Score -1997726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1997732.875000 Penalty: 4830.761230
	Iteration 20F: 3 clusters Score -1997733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1997734.000000 Penalty: 4830.761230
	Iteration 21Q: 3 clusters Score -1997734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1997738.250000 Penalty: 4830.761230
	Iteration 22Q: 3 clusters Score -1997738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1997739.250000 Penalty: 4830.761230
	Iteration 23Q: 3 clusters Score -1997739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1997744.000000 Penalty: 4830.761230
	Iteration 24Q: 3 clusters Score -1997744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1997750.375000 Penalty: 4830.761230
	Iteration 25Q: 3 clusters Score -1997750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1997749.500000 Penalty: 4830.761230
	Iteration 26Q: 3 clusters Score -1997750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1997751.750000 Penalty: 4830.761230
	Iteration 27Q: 3 clusters Score -1997752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1997754.625000 Penalty: 4830.761230
	Iteration 28Q: 3 clusters Score -1997755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1997753.000000 Penalty: 4830.761230
	Iteration 29Q: 3 clusters Score -1997753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1997756.875000 Penalty: 4830.761230
	Iteration 30Q: 3 clusters Score -1997757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1997763.125000 Penalty: 4830.761230
	Iteration 31Q: 3 clusters Score -1997763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1997764.375000 Penalty: 4830.761230
	Iteration 32Q: 3 clusters Score -1997764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1997764.625000 Penalty: 4830.761230
	Iteration 33Q: 3 clusters Score -1997765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1997764.875000 Penalty: 4830.761230
	Iteration 34Q: 3 clusters Score -1997765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1997765.500000 Penalty: 4830.761230
	Iteration 35Q: 3 clusters Score -1997766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1997762.250000 Penalty: 4830.761230
	Iteration 36Q: 3 clusters Score -1997762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1997761.875000 Penalty: 4830.761230
	Iteration 37Q: 3 clusters Score -1997762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1997762.375000 Penalty: 4830.761230
	Iteration 38Q: 3 clusters Score -1997762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1997762.375000 Penalty: 4830.761230
	Iteration 39F: 3 clusters Score -1997762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Entering Unmasked Estep 
Score: -267319.000000 Penalty: 1907.304199
	Iteration 0F: 2 clusters Score -267319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -264595.468750 Penalty: 3814.608398
	Iteration 0F: 3 clusters Score -264595.5 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -265219.343750 Penalty: 3814.608398
	Iteration 1F: 3 clusters Score -265219.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -265474.906250 Penalty: 3814.608398
	Iteration 2F: 3 clusters Score -265474.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -265665.218750 Penalty: 3814.608398
	Iteration 3F: 3 clusters Score -265665.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -265769.687500 Penalty: 3814.608398
	Iteration 4F: 3 clusters Score -265769.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -265845.593750 Penalty: 3814.608398
	Iteration 5Q: 3 clusters Score -265845.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -265919.843750 Penalty: 3814.608398
	Iteration 6Q: 3 clusters Score -265919.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -265983.343750 Penalty: 3814.608398
	Iteration 7Q: 3 clusters Score -265983.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -266024.937500 Penalty: 3814.608398
	Iteration 8Q: 3 clusters Score -266024.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -266056.531250 Penalty: 3814.608398
	Iteration 9Q: 3 clusters Score -266056.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -266090.937500 Penalty: 3814.608398
	Iteration 10Q: 3 clusters Score -266090.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -266118.593750 Penalty: 3814.608398
	Iteration 11Q: 3 clusters Score -266118.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -266145.312500 Penalty: 3814.608398
	Iteration 12Q: 3 clusters Score -266145.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -266179.343750 Penalty: 3814.608398
	Iteration 13Q: 3 clusters Score -266179.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -266203.343750 Penalty: 3814.608398
	Iteration 14Q: 3 clusters Score -266203.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -266231.781250 Penalty: 3814.608398
	Iteration 15Q: 3 clusters Score -266231.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -266249.718750 Penalty: 3814.608398
	Iteration 16Q: 3 clusters Score -266249.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -266265.281250 Penalty: 3814.608398
	Iteration 17Q: 3 clusters Score -266265.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -266276.218750 Penalty: 3814.608398
	Iteration 18Q: 3 clusters Score -266276.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -266284.031250 Penalty: 3814.608398
	Iteration 19Q: 3 clusters Score -266284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -266289.000000 Penalty: 3814.608398
	Iteration 20F: 3 clusters Score -266289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -266293.906250 Penalty: 3814.608398
	Iteration 21Q: 3 clusters Score -266293.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -266305.125000 Penalty: 3814.608398
	Iteration 22Q: 3 clusters Score -266305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -266308.531250 Penalty: 3814.608398
	Iteration 23Q: 3 clusters Score -266308.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -266312.562500 Penalty: 3814.608398
	Iteration 24Q: 3 clusters Score -266312.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -266317.187500 Penalty: 3814.608398
	Iteration 25Q: 3 clusters Score -266317.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -266318.906250 Penalty: 3814.608398
	Iteration 26Q: 3 clusters Score -266318.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -266319.250000 Penalty: 3814.608398
	Iteration 27Q: 3 clusters Score -266319.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -266319.250000 Penalty: 3814.608398
	Iteration 28F: 3 clusters Score -266319.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (201048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201048 members 
Entering Unmasked Estep 
Score: -24357370.000000 Penalty: 3028.402100
	Iteration 0F: 2 clusters Score -2.435737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100534 members 
Mstep: Class 2 contains 100514 members 
Entering Unmasked Estep 
Score: -24225038.000000 Penalty: 6056.804199
	Iteration 0F: 3 clusters Score -2.422504e+07 nChanged 96632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101688 members 
Mstep: Class 2 contains 99360 members 
Entering Unmasked Estep 
Score: -24281072.000000 Penalty: 6056.804199
	Iteration 1F: 3 clusters Score -2.428107e+07 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102885 members 
Mstep: Class 2 contains 98163 members 
Entering Unmasked Estep 
Score: -24283000.000000 Penalty: 6056.804199
	Iteration 2Q: 3 clusters Score -2.4283e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105123 members 
Mstep: Class 2 contains 95925 members 
Entering Unmasked Estep 
Score: -24285512.000000 Penalty: 6056.804199
	Iteration 3Q: 3 clusters Score -2.428551e+07 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108638 members 
Mstep: Class 2 contains 92410 members 
Entering Unmasked Estep 
Score: -24290148.000000 Penalty: 6056.804199
	Iteration 4Q: 3 clusters Score -2.429015e+07 nChanged 12073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113541 members 
Mstep: Class 2 contains 87507 members 
Entering Unmasked Estep 
Score: -24296882.000000 Penalty: 6056.804199
	Iteration 5F: 3 clusters Score -2.429688e+07 nChanged 13685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119556 members 
Mstep: Class 2 contains 81492 members 
Entering Unmasked Estep 
Score: -24305002.000000 Penalty: 6056.804199
	Iteration 6F: 3 clusters Score -2.4305e+07 nChanged 13740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126158 members 
Mstep: Class 2 contains 74890 members 
Entering Unmasked Estep 
Score: -24312754.000000 Penalty: 6056.804199
	Iteration 7F: 3 clusters Score -2.431275e+07 nChanged 12227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132835 members 
Mstep: Class 2 contains 68213 members 
Entering Unmasked Estep 
Score: -24319458.000000 Penalty: 6056.804199
	Iteration 8F: 3 clusters Score -2.431946e+07 nChanged 10106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139459 members 
Mstep: Class 2 contains 61589 members 
Entering Unmasked Estep 
Score: -24325010.000000 Penalty: 6056.804199
	Iteration 9F: 3 clusters Score -2.432501e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145848 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -24330094.000000 Penalty: 6056.804199
	Iteration 10Q: 3 clusters Score -2.433009e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151918 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -24334694.000000 Penalty: 6056.804199
	Iteration 11Q: 3 clusters Score -2.433469e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157563 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -24338940.000000 Penalty: 6056.804199
	Iteration 12Q: 3 clusters Score -2.433894e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162638 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -24342682.000000 Penalty: 6056.804199
	Iteration 13Q: 3 clusters Score -2.434268e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167112 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -24345586.000000 Penalty: 6056.804199
	Iteration 14Q: 3 clusters Score -2.434559e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171100 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -24347588.000000 Penalty: 6056.804199
	Iteration 15Q: 3 clusters Score -2.434759e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174666 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -24349356.000000 Penalty: 6056.804199
	Iteration 16Q: 3 clusters Score -2.434936e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177893 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -24350476.000000 Penalty: 6056.804199
	Iteration 17Q: 3 clusters Score -2.435048e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180844 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -24351742.000000 Penalty: 6056.804199
	Iteration 18Q: 3 clusters Score -2.435174e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183409 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -24352706.000000 Penalty: 6056.804199
	Iteration 19Q: 3 clusters Score -2.435271e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185701 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -24353684.000000 Penalty: 6056.804199
	Iteration 20F: 3 clusters Score -2.435368e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187732 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -24354438.000000 Penalty: 6056.804199
	Iteration 21Q: 3 clusters Score -2.435444e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189442 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -24355102.000000 Penalty: 6056.804199
	Iteration 22Q: 3 clusters Score -2.43551e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190850 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -24355544.000000 Penalty: 6056.804199
	Iteration 23Q: 3 clusters Score -2.435554e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192038 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -24355834.000000 Penalty: 6056.804199
	Iteration 24Q: 3 clusters Score -2.435583e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193044 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -24356086.000000 Penalty: 6056.804199
	Iteration 25Q: 3 clusters Score -2.435609e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193902 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -24356244.000000 Penalty: 6056.804199
	Iteration 26Q: 3 clusters Score -2.435624e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194605 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -24356408.000000 Penalty: 6056.804199
	Iteration 27Q: 3 clusters Score -2.435641e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195207 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -24356602.000000 Penalty: 6056.804199
	Iteration 28Q: 3 clusters Score -2.43566e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195684 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -24356636.000000 Penalty: 6056.804199
	Iteration 29Q: 3 clusters Score -2.435664e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196070 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -24356816.000000 Penalty: 6056.804199
	Iteration 30Q: 3 clusters Score -2.435682e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196386 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -24356770.000000 Penalty: 6056.804199
	Iteration 31Q: 3 clusters Score -2.435677e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196649 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -24356776.000000 Penalty: 6056.804199
	Iteration 32Q: 3 clusters Score -2.435678e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196859 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -24356726.000000 Penalty: 6056.804199
	Iteration 33Q: 3 clusters Score -2.435673e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197038 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -24356690.000000 Penalty: 6056.804199
	Iteration 34Q: 3 clusters Score -2.435669e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197153 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -24356712.000000 Penalty: 6056.804199
	Iteration 35Q: 3 clusters Score -2.435671e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197261 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -24356738.000000 Penalty: 6056.804199
	Iteration 36Q: 3 clusters Score -2.435674e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197359 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -24356692.000000 Penalty: 6056.804199
	Iteration 37Q: 3 clusters Score -2.435669e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197443 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -24356690.000000 Penalty: 6056.804199
	Iteration 38Q: 3 clusters Score -2.435669e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197515 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -24356716.000000 Penalty: 6056.804199
	Iteration 39Q: 3 clusters Score -2.435672e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197580 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -24356696.000000 Penalty: 6056.804199
	Iteration 40F: 3 clusters Score -2.43567e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197630 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -24356702.000000 Penalty: 6056.804199
	Iteration 41Q: 3 clusters Score -2.43567e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197670 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -24356704.000000 Penalty: 6056.804199
	Iteration 42Q: 3 clusters Score -2.43567e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197693 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -24356732.000000 Penalty: 6056.804199
	Iteration 43Q: 3 clusters Score -2.435673e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197719 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -24356710.000000 Penalty: 6056.804199
	Iteration 44Q: 3 clusters Score -2.435671e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197741 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -24356720.000000 Penalty: 6056.804199
	Iteration 45Q: 3 clusters Score -2.435672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197756 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -24356674.000000 Penalty: 6056.804199
	Iteration 46Q: 3 clusters Score -2.435667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197771 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -24356702.000000 Penalty: 6056.804199
	Iteration 47Q: 3 clusters Score -2.43567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197778 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -24356704.000000 Penalty: 6056.804199
	Iteration 48Q: 3 clusters Score -2.43567e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197786 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -24356682.000000 Penalty: 6056.804199
	Iteration 49Q: 3 clusters Score -2.435668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197792 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -24356692.000000 Penalty: 6056.804199
	Iteration 50Q: 3 clusters Score -2.435669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197794 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -24356696.000000 Penalty: 6056.804199
	Iteration 51Q: 3 clusters Score -2.43567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197794 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -24356696.000000 Penalty: 6056.804199
	Iteration 52F: 3 clusters Score -2.43567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (57683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Entering Unmasked Estep 
Score: -6768444.000000 Penalty: 2718.754150
	Iteration 0F: 2 clusters Score -6768444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -6729765.500000 Penalty: 5437.508301
	Iteration 0F: 3 clusters Score -6729766 nChanged 26985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -6745585.500000 Penalty: 5437.508301
	Iteration 1F: 3 clusters Score -6745586 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -6746918.500000 Penalty: 5437.508301
	Iteration 2F: 3 clusters Score -6746918 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -6748586.500000 Penalty: 5437.508301
	Iteration 3F: 3 clusters Score -6748586 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -6751001.500000 Penalty: 5437.508301
	Iteration 4F: 3 clusters Score -6751002 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -6754209.000000 Penalty: 5437.508301
	Iteration 5F: 3 clusters Score -6754209 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -6757759.000000 Penalty: 5437.508301
	Iteration 6F: 3 clusters Score -6757759 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -6760607.500000 Penalty: 5437.508301
	Iteration 7F: 3 clusters Score -6760608 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -6762727.000000 Penalty: 5437.508301
	Iteration 8Q: 3 clusters Score -6762727 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -6764131.000000 Penalty: 5437.508301
	Iteration 9Q: 3 clusters Score -6764131 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 54176 members 
Entering Unmasked Estep 
Score: -6765042.500000 Penalty: 5437.508301
	Iteration 10Q: 3 clusters Score -6765042 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -6765632.000000 Penalty: 5437.508301
	Iteration 11Q: 3 clusters Score -6765632 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -6765998.500000 Penalty: 5437.508301
	Iteration 12Q: 3 clusters Score -6765998 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -6766254.000000 Penalty: 5437.508301
	Iteration 13Q: 3 clusters Score -6766254 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -6766415.000000 Penalty: 5437.508301
	Iteration 14Q: 3 clusters Score -6766415 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -6766514.000000 Penalty: 5437.508301
	Iteration 15Q: 3 clusters Score -6766514 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 56404 members 
Entering Unmasked Estep 
Score: -6766562.500000 Penalty: 5437.508301
	Iteration 16Q: 3 clusters Score -6766562 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 56468 members 
Entering Unmasked Estep 
Score: -6766650.500000 Penalty: 5437.508301
	Iteration 17Q: 3 clusters Score -6766650 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -6766685.500000 Penalty: 5437.508301
	Iteration 18Q: 3 clusters Score -6766686 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 56569 members 
Entering Unmasked Estep 
Score: -6766722.000000 Penalty: 5437.508301
	Iteration 19Q: 3 clusters Score -6766722 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 56604 members 
Entering Unmasked Estep 
Score: -6766761.000000 Penalty: 5437.508301
	Iteration 20F: 3 clusters Score -6766761 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 56627 members 
Entering Unmasked Estep 
Score: -6766783.000000 Penalty: 5437.508301
	Iteration 21Q: 3 clusters Score -6766783 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 56640 members 
Entering Unmasked Estep 
Score: -6766809.000000 Penalty: 5437.508301
	Iteration 22Q: 3 clusters Score -6766809 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -6766833.500000 Penalty: 5437.508301
	Iteration 23Q: 3 clusters Score -6766834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -6766848.500000 Penalty: 5437.508301
	Iteration 24Q: 3 clusters Score -6766848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 56703 members 
Entering Unmasked Estep 
Score: -6766858.500000 Penalty: 5437.508301
	Iteration 25Q: 3 clusters Score -6766858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -6766855.500000 Penalty: 5437.508301
	Iteration 26Q: 3 clusters Score -6766856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -6766870.500000 Penalty: 5437.508301
	Iteration 27Q: 3 clusters Score -6766870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 56736 members 
Entering Unmasked Estep 
Score: -6766884.000000 Penalty: 5437.508301
	Iteration 28Q: 3 clusters Score -6766884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 56744 members 
Entering Unmasked Estep 
Score: -6766904.500000 Penalty: 5437.508301
	Iteration 29Q: 3 clusters Score -6766904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -6766927.500000 Penalty: 5437.508301
	Iteration 30Q: 3 clusters Score -6766928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 56752 members 
Entering Unmasked Estep 
Score: -6766946.500000 Penalty: 5437.508301
	Iteration 31Q: 3 clusters Score -6766946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -6766953.000000 Penalty: 5437.508301
	Iteration 32Q: 3 clusters Score -6766953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -6766965.500000 Penalty: 5437.508301
	Iteration 33Q: 3 clusters Score -6766966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -6766970.000000 Penalty: 5437.508301
	Iteration 34Q: 3 clusters Score -6766970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -6766966.500000 Penalty: 5437.508301
	Iteration 35Q: 3 clusters Score -6766966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 56777 members 
Entering Unmasked Estep 
Score: -6766983.500000 Penalty: 5437.508301
	Iteration 36Q: 3 clusters Score -6766984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 56774 members 
Entering Unmasked Estep 
Score: -6766987.000000 Penalty: 5437.508301
	Iteration 37Q: 3 clusters Score -6766987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 56774 members 
Entering Unmasked Estep 
Score: -6767000.000000 Penalty: 5437.508301
	Iteration 38Q: 3 clusters Score -6767000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -6767005.500000 Penalty: 5437.508301
	Iteration 39Q: 3 clusters Score -6767006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -6767009.500000 Penalty: 5437.508301
	Iteration 40F: 3 clusters Score -6767010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -6767010.000000 Penalty: 5437.508301
	Iteration 41Q: 3 clusters Score -6767010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -6767008.000000 Penalty: 5437.508301
	Iteration 42Q: 3 clusters Score -6767008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
Score: -6767013.000000 Penalty: 5437.508301
	Iteration 43Q: 3 clusters Score -6767013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -6767019.000000 Penalty: 5437.508301
	Iteration 44Q: 3 clusters Score -6767019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -6767020.500000 Penalty: 5437.508301
	Iteration 45Q: 3 clusters Score -6767020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -6767020.500000 Penalty: 5437.508301
	Iteration 46F: 3 clusters Score -6767020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Entering Unmasked Estep 
Score: -1373976.875000 Penalty: 2340.691650
	Iteration 0F: 2 clusters Score -1373977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1364716.625000 Penalty: 4681.383301
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1368175 nChanged 1098
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1369066 nChanged 964
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1369906 nChanged 880
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Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -1371479 nChanged 779
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Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -1372179 nChanged 720
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Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1372963 nChanged 672
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Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1373594 nChanged 565
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Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1374010 nChanged 437
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Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1374262 nChanged 327
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Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1374443 nChanged 268
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Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1374615 nChanged 249
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Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1374796 nChanged 265
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Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1374970 nChanged 228
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Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1375068 nChanged 180
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Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1375125 nChanged 134
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Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1375164 nChanged 83
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Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1375181 nChanged 65
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Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1375192 nChanged 57
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Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1375204 nChanged 48
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Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1375213 nChanged 42
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Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1375224 nChanged 36
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Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1375230 nChanged 45
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Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1375237 nChanged 34
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Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1375244 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1375249 nChanged 31
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Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1375251 nChanged 33
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Mstep: Class 1 contains 6395 members 
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1375254 nChanged 33
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Mstep: Class 1 contains 6424 members 
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1375264 nChanged 38
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Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1375274 nChanged 33
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Mstep: Class 1 contains 6487 members 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1375279 nChanged 33
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Mstep: Class 1 contains 6518 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1375283 nChanged 39
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Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1375292 nChanged 49
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Mstep: Class 1 contains 6600 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1375304 nChanged 51
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Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1375320 nChanged 51
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Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1375328 nChanged 42
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Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1375331 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6781 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1375340 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1375344 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1375357 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1375362 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1375372 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1375378 nChanged 40
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Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1375384 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1375389 nChanged 33
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Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1375398 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1375402 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7192 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1375415 nChanged 49
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Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1375426 nChanged 64
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Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1375444 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1375457 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1375462 nChanged 51
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Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1375480 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7519 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1375492 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7581 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1375508 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7640 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1375522 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7691 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1375536 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7734 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1375539 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1375544 nChanged 30
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Mstep: Class 1 contains 7802 members 
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Entering Unmasked Estep 
Score: -1375552.000000 Penalty: 4681.383301
	Iteration 60F: 3 clusters Score -1375552 nChanged 32
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Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1375558 nChanged 23
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Mstep: Class 1 contains 7857 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1375562 nChanged 13
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Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1375564 nChanged 18
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Mstep: Class 1 contains 7888 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1375568 nChanged 17
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Mstep: Class 1 contains 7905 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1375573 nChanged 18
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Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1375574 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1375578 nChanged 17
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Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1375578 nChanged 16
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Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1375584 nChanged 13
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Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1375584 nChanged 10
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Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1375586 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1375589 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1375590 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1375595 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8032 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1375593 nChanged 8
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Mstep: Class 1 contains 8040 members 
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	Iteration 76Q: 3 clusters Score -1375591 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8051 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1375596 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1375595 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1375600 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1375599.750000 Penalty: 4681.383301
	Iteration 80F: 3 clusters Score -1375600 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8088 members 
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Entering Unmasked Estep 
Score: -1375603.250000 Penalty: 4681.383301
	Iteration 81Q: 3 clusters Score -1375603 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1375605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1375608.875000 Penalty: 4681.383301
	Iteration 83Q: 3 clusters Score -1375609 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1375613 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1375614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1375615.250000 Penalty: 4681.383301
	Iteration 86Q: 3 clusters Score -1375615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1375620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1375618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1375622.875000 Penalty: 4681.383301
	Iteration 89Q: 3 clusters Score -1375623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1375629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1375625.625000 Penalty: 4681.383301
	Iteration 91Q: 3 clusters Score -1375626 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1375627.875000 Penalty: 4681.383301
	Iteration 92Q: 3 clusters Score -1375628 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1375636.000000 Penalty: 4681.383301
	Iteration 93Q: 3 clusters Score -1375636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1375637.250000 Penalty: 4681.383301
	Iteration 94Q: 3 clusters Score -1375637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1375637.250000 Penalty: 4681.383301
	Iteration 95Q: 3 clusters Score -1375637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1375637.875000 Penalty: 4681.383301
	Iteration 96Q: 3 clusters Score -1375638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1375641.750000 Penalty: 4681.383301
	Iteration 97Q: 3 clusters Score -1375642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1375643.625000 Penalty: 4681.383301
	Iteration 98Q: 3 clusters Score -1375644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1375648.000000 Penalty: 4681.383301
	Iteration 99Q: 3 clusters Score -1375648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1375645.875000 Penalty: 4681.383301
	Iteration 100F: 3 clusters Score -1375646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1375643.125000 Penalty: 4681.383301
	Iteration 101Q: 3 clusters Score -1375643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1375642.125000 Penalty: 4681.383301
	Iteration 102Q: 3 clusters Score -1375642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1375645.000000 Penalty: 4681.383301
	Iteration 103Q: 3 clusters Score -1375645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1375643.125000 Penalty: 4681.383301
	Iteration 104Q: 3 clusters Score -1375643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1375644.750000 Penalty: 4681.383301
	Iteration 105Q: 3 clusters Score -1375645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1375644.625000 Penalty: 4681.383301
	Iteration 106Q: 3 clusters Score -1375645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1375645.375000 Penalty: 4681.383301
	Iteration 107Q: 3 clusters Score -1375645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1375644.250000 Penalty: 4681.383301
	Iteration 108Q: 3 clusters Score -1375644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1375643.000000 Penalty: 4681.383301
	Iteration 109Q: 3 clusters Score -1375643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1375643.000000 Penalty: 4681.383301
	Iteration 110F: 3 clusters Score -1375643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 314568 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 67618 members 
Mstep: Class 4 contains 16974 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 201048 members 
Mstep: Class 7 contains 57683 members 
Mstep: Class 8 contains 8346 members 
Mstep: Class 9 contains 6879 members 
Mstep: Class 10 contains 4524 members 
Mstep: Class 11 contains 62954 members 
Mstep: Class 12 contains 2843 members 
Mstep: Class 13 contains 66347 members 
Mstep: Class 14 contains 13458 members 
Mstep: Class 15 contains 28991 members 
Mstep: Class 16 contains 74467 members 
Mstep: Class 17 contains 1242 members 
Mstep: Class 18 contains 268396 members 
Mstep: Class 19 contains 5296 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 4214 members 
Mstep: Class 22 contains 23359 members 
Entering Unmasked Estep 
Score: -147910944.000000 Penalty: 76575.515625
Splitting cluster 8 changes total score from -147898736.000000 to -147910944.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 9 (6879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Entering Unmasked Estep 
Score: -796940.562500 Penalty: 2191.384521
	Iteration 0F: 2 clusters Score -796940.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -791291.500000 Penalty: 4382.769043
	Iteration 0F: 3 clusters Score -791291.5 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -793014.875000 Penalty: 4382.769043
	Iteration 1F: 3 clusters Score -793014.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -793587.187500 Penalty: 4382.769043
	Iteration 2F: 3 clusters Score -793587.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -794096.562500 Penalty: 4382.769043
	Iteration 3F: 3 clusters Score -794096.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -794458.312500 Penalty: 4382.769043
	Iteration 4F: 3 clusters Score -794458.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -794728.187500 Penalty: 4382.769043
	Iteration 5F: 3 clusters Score -794728.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -794924.437500 Penalty: 4382.769043
	Iteration 6Q: 3 clusters Score -794924.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -795079.500000 Penalty: 4382.769043
	Iteration 7Q: 3 clusters Score -795079.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -795239.625000 Penalty: 4382.769043
	Iteration 8Q: 3 clusters Score -795239.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -795438.625000 Penalty: 4382.769043
	Iteration 9Q: 3 clusters Score -795438.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -795855.562500 Penalty: 4382.769043
	Iteration 10Q: 3 clusters Score -795855.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -796419.250000 Penalty: 4382.769043
	Iteration 11Q: 3 clusters Score -796419.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -796739.687500 Penalty: 4382.769043
	Iteration 12Q: 3 clusters Score -796739.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -796936.937500 Penalty: 4382.769043
	Iteration 13Q: 3 clusters Score -796936.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -797078.187500 Penalty: 4382.769043
	Iteration 14Q: 3 clusters Score -797078.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -797212.125000 Penalty: 4382.769043
	Iteration 15Q: 3 clusters Score -797212.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -797347.312500 Penalty: 4382.769043
	Iteration 16Q: 3 clusters Score -797347.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -797532.750000 Penalty: 4382.769043
	Iteration 17Q: 3 clusters Score -797532.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -797766.000000 Penalty: 4382.769043
	Iteration 18Q: 3 clusters Score -797766 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -798070.562500 Penalty: 4382.769043
	Iteration 19Q: 3 clusters Score -798070.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -798418.875000 Penalty: 4382.769043
	Iteration 20F: 3 clusters Score -798418.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -798672.187500 Penalty: 4382.769043
	Iteration 21Q: 3 clusters Score -798672.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -798822.812500 Penalty: 4382.769043
	Iteration 22Q: 3 clusters Score -798822.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -798898.437500 Penalty: 4382.769043
	Iteration 23Q: 3 clusters Score -798898.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -798942.000000 Penalty: 4382.769043
	Iteration 24Q: 3 clusters Score -798942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -798967.250000 Penalty: 4382.769043
	Iteration 25Q: 3 clusters Score -798967.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -798982.812500 Penalty: 4382.769043
	Iteration 26Q: 3 clusters Score -798982.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -798990.312500 Penalty: 4382.769043
	Iteration 27Q: 3 clusters Score -798990.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -798992.937500 Penalty: 4382.769043
	Iteration 28Q: 3 clusters Score -798992.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -798992.562500 Penalty: 4382.769043
	Iteration 29Q: 3 clusters Score -798992.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -798993.500000 Penalty: 4382.769043
	Iteration 30Q: 3 clusters Score -798993.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -798994.500000 Penalty: 4382.769043
	Iteration 31Q: 3 clusters Score -798994.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -798994.500000 Penalty: 4382.769043
	Iteration 32F: 3 clusters Score -798994.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 314568 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 67618 members 
Mstep: Class 4 contains 16974 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 201048 members 
Mstep: Class 7 contains 57683 members 
Mstep: Class 8 contains 8346 members 
Mstep: Class 9 contains 4386 members 
Mstep: Class 10 contains 4524 members 
Mstep: Class 11 contains 62954 members 
Mstep: Class 12 contains 2843 members 
Mstep: Class 13 contains 66347 members 
Mstep: Class 14 contains 13458 members 
Mstep: Class 15 contains 28991 members 
Mstep: Class 16 contains 74467 members 
Mstep: Class 17 contains 1242 members 
Mstep: Class 18 contains 268396 members 
Mstep: Class 19 contains 5296 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 4214 members 
Mstep: Class 22 contains 23359 members 
Mstep: Class 23 contains 2493 members 
Entering Unmasked Estep 
Score: -147911776.000000 Penalty: 80056.218750
Splitting cluster 9 changes total score from -147898736.000000 to -147911776.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (4524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Entering Unmasked Estep 
Score: -523210.656250 Penalty: 2087.453613
	Iteration 0F: 2 clusters Score -523210.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -518980.218750 Penalty: 4174.907227
	Iteration 0F: 3 clusters Score -518980.2 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -519983.343750 Penalty: 4174.907227
	Iteration 1F: 3 clusters Score -519983.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -520222.750000 Penalty: 4174.907227
	Iteration 2F: 3 clusters Score -520222.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -520413.406250 Penalty: 4174.907227
	Iteration 3F: 3 clusters Score -520413.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -520596.843750 Penalty: 4174.907227
	Iteration 4Q: 3 clusters Score -520596.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -520820.031250 Penalty: 4174.907227
	Iteration 5F: 3 clusters Score -520820 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -521067.718750 Penalty: 4174.907227
	Iteration 6F: 3 clusters Score -521067.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -521300.781250 Penalty: 4174.907227
	Iteration 7F: 3 clusters Score -521300.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -521509.906250 Penalty: 4174.907227
	Iteration 8Q: 3 clusters Score -521509.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -521671.906250 Penalty: 4174.907227
	Iteration 9Q: 3 clusters Score -521671.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -521830.843750 Penalty: 4174.907227
	Iteration 10Q: 3 clusters Score -521830.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -522016.250000 Penalty: 4174.907227
	Iteration 11Q: 3 clusters Score -522016.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -522131.093750 Penalty: 4174.907227
	Iteration 12Q: 3 clusters Score -522131.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -522191.062500 Penalty: 4174.907227
	Iteration 13Q: 3 clusters Score -522191.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -522222.281250 Penalty: 4174.907227
	Iteration 14Q: 3 clusters Score -522222.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -522247.062500 Penalty: 4174.907227
	Iteration 15Q: 3 clusters Score -522247.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -522264.406250 Penalty: 4174.907227
	Iteration 16Q: 3 clusters Score -522264.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -522277.406250 Penalty: 4174.907227
	Iteration 17Q: 3 clusters Score -522277.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -522283.031250 Penalty: 4174.907227
	Iteration 18Q: 3 clusters Score -522283 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -522288.281250 Penalty: 4174.907227
	Iteration 19Q: 3 clusters Score -522288.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -522306.531250 Penalty: 4174.907227
	Iteration 20F: 3 clusters Score -522306.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -522324.656250 Penalty: 4174.907227
	Iteration 21Q: 3 clusters Score -522324.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -522337.312500 Penalty: 4174.907227
	Iteration 22Q: 3 clusters Score -522337.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -522351.187500 Penalty: 4174.907227
	Iteration 23Q: 3 clusters Score -522351.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -522365.406250 Penalty: 4174.907227
	Iteration 24Q: 3 clusters Score -522365.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -522381.687500 Penalty: 4174.907227
	Iteration 25Q: 3 clusters Score -522381.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -522400.218750 Penalty: 4174.907227
	Iteration 26Q: 3 clusters Score -522400.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -522410.593750 Penalty: 4174.907227
	Iteration 27Q: 3 clusters Score -522410.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -522420.718750 Penalty: 4174.907227
	Iteration 28Q: 3 clusters Score -522420.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -522430.031250 Penalty: 4174.907227
	Iteration 29Q: 3 clusters Score -522430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -522438.062500 Penalty: 4174.907227
	Iteration 30Q: 3 clusters Score -522438.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -522444.625000 Penalty: 4174.907227
	Iteration 31Q: 3 clusters Score -522444.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -522449.781250 Penalty: 4174.907227
	Iteration 32Q: 3 clusters Score -522449.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -522453.875000 Penalty: 4174.907227
	Iteration 33Q: 3 clusters Score -522453.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -522454.656250 Penalty: 4174.907227
	Iteration 34Q: 3 clusters Score -522454.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -522457.500000 Penalty: 4174.907227
	Iteration 35Q: 3 clusters Score -522457.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -522457.968750 Penalty: 4174.907227
	Iteration 36Q: 3 clusters Score -522458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -522458.093750 Penalty: 4174.907227
	Iteration 37Q: 3 clusters Score -522458.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -522459.531250 Penalty: 4174.907227
	Iteration 38Q: 3 clusters Score -522459.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -522459.625000 Penalty: 4174.907227
	Iteration 39Q: 3 clusters Score -522459.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -522461.906250 Penalty: 4174.907227
	Iteration 40F: 3 clusters Score -522461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -522461.562500 Penalty: 4174.907227
	Iteration 41Q: 3 clusters Score -522461.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -522462.375000 Penalty: 4174.907227
	Iteration 42Q: 3 clusters Score -522462.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -522462.375000 Penalty: 4174.907227
	Iteration 43F: 3 clusters Score -522462.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62954 members 
Entering Unmasked Estep 
Score: -7649256.500000 Penalty: 2740.439453
	Iteration 0F: 2 clusters Score -7649256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -7607134.000000 Penalty: 5480.878906
	Iteration 0F: 3 clusters Score -7607134 nChanged 29301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -7623586.000000 Penalty: 5480.878906
	Iteration 1F: 3 clusters Score -7623586 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -7624781.500000 Penalty: 5480.878906
	Iteration 2Q: 3 clusters Score -7624782 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -7626310.500000 Penalty: 5480.878906
	Iteration 3Q: 3 clusters Score -7626310 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -7627806.000000 Penalty: 5480.878906
	Iteration 4F: 3 clusters Score -7627806 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -7629700.500000 Penalty: 5480.878906
	Iteration 5F: 3 clusters Score -7629700 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -7632311.000000 Penalty: 5480.878906
	Iteration 6F: 3 clusters Score -7632311 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -7635716.000000 Penalty: 5480.878906
	Iteration 7F: 3 clusters Score -7635716 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -7639615.500000 Penalty: 5480.878906
	Iteration 8F: 3 clusters Score -7639616 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 58206 members 
Entering Unmasked Estep 
Score: -7642851.000000 Penalty: 5480.878906
	Iteration 9F: 3 clusters Score -7642851 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 60528 members 
Entering Unmasked Estep 
Score: -7644896.500000 Penalty: 5480.878906
	Iteration 10Q: 3 clusters Score -7644896 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -7645998.000000 Penalty: 5480.878906
	Iteration 11Q: 3 clusters Score -7645998 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 62231 members 
Entering Unmasked Estep 
Score: -7646476.000000 Penalty: 5480.878906
	Iteration 12Q: 3 clusters Score -7646476 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -7646701.000000 Penalty: 5480.878906
	Iteration 13Q: 3 clusters Score -7646701 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
Score: -7646827.000000 Penalty: 5480.878906
	Iteration 14Q: 3 clusters Score -7646827 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 62539 members 
Entering Unmasked Estep 
Score: -7646896.500000 Penalty: 5480.878906
	Iteration 15Q: 3 clusters Score -7646896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 62557 members 
Entering Unmasked Estep 
Score: -7646924.000000 Penalty: 5480.878906
	Iteration 16Q: 3 clusters Score -7646924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 62563 members 
Entering Unmasked Estep 
Score: -7646947.500000 Penalty: 5480.878906
	Iteration 17Q: 3 clusters Score -7646948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
Score: -7646960.000000 Penalty: 5480.878906
	Iteration 18Q: 3 clusters Score -7646960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 62572 members 
Entering Unmasked Estep 
Score: -7646966.500000 Penalty: 5480.878906
	Iteration 19Q: 3 clusters Score -7646966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 62576 members 
Entering Unmasked Estep 
Score: -7646982.000000 Penalty: 5480.878906
	Iteration 20F: 3 clusters Score -7646982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 62578 members 
Entering Unmasked Estep 
Score: -7646976.500000 Penalty: 5480.878906
	Iteration 21Q: 3 clusters Score -7646976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -7646981.500000 Penalty: 5480.878906
	Iteration 22Q: 3 clusters Score -7646982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -7646991.000000 Penalty: 5480.878906
	Iteration 23Q: 3 clusters Score -7646991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 62584 members 
Entering Unmasked Estep 
Score: -7646995.500000 Penalty: 5480.878906
	Iteration 24Q: 3 clusters Score -7646996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 62583 members 
Entering Unmasked Estep 
Score: -7647004.500000 Penalty: 5480.878906
	Iteration 25Q: 3 clusters Score -7647004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 62584 members 
Entering Unmasked Estep 
Score: -7647008.000000 Penalty: 5480.878906
	Iteration 26Q: 3 clusters Score -7647008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -7647010.000000 Penalty: 5480.878906
	Iteration 27Q: 3 clusters Score -7647010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 62586 members 
Entering Unmasked Estep 
Score: -7647014.000000 Penalty: 5480.878906
	Iteration 28Q: 3 clusters Score -7647014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 62589 members 
Entering Unmasked Estep 
Score: -7647020.000000 Penalty: 5480.878906
	Iteration 29Q: 3 clusters Score -7647020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -7647031.500000 Penalty: 5480.878906
	Iteration 30Q: 3 clusters Score -7647032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
Score: -7647041.500000 Penalty: 5480.878906
	Iteration 31Q: 3 clusters Score -7647042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
Score: -7647041.000000 Penalty: 5480.878906
	Iteration 32Q: 3 clusters Score -7647041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 62597 members 
Entering Unmasked Estep 
Score: -7647046.000000 Penalty: 5480.878906
	Iteration 33Q: 3 clusters Score -7647046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 62596 members 
Entering Unmasked Estep 
Score: -7647040.500000 Penalty: 5480.878906
	Iteration 34Q: 3 clusters Score -7647040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 62596 members 
Entering Unmasked Estep 
Score: -7647040.500000 Penalty: 5480.878906
	Iteration 35F: 3 clusters Score -7647040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Entering Unmasked Estep 
Score: -339558.843750 Penalty: 1972.248535
	Iteration 0F: 2 clusters Score -339558.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -336444.437500 Penalty: 3944.497070
	Iteration 0F: 3 clusters Score -336444.4 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -337121.843750 Penalty: 3944.497070
	Iteration 1F: 3 clusters Score -337121.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -337398.218750 Penalty: 3944.497070
	Iteration 2F: 3 clusters Score -337398.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -337607.250000 Penalty: 3944.497070
	Iteration 3F: 3 clusters Score -337607.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -337800.875000 Penalty: 3944.497070
	Iteration 4F: 3 clusters Score -337800.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -337981.000000 Penalty: 3944.497070
	Iteration 5F: 3 clusters Score -337981 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -338253.593750 Penalty: 3944.497070
	Iteration 6F: 3 clusters Score -338253.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -338572.031250 Penalty: 3944.497070
	Iteration 7F: 3 clusters Score -338572 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -338773.437500 Penalty: 3944.497070
	Iteration 8F: 3 clusters Score -338773.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -338884.937500 Penalty: 3944.497070
	Iteration 9Q: 3 clusters Score -338884.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -338940.781250 Penalty: 3944.497070
	Iteration 10Q: 3 clusters Score -338940.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -338978.593750 Penalty: 3944.497070
	Iteration 11Q: 3 clusters Score -338978.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -339003.968750 Penalty: 3944.497070
	Iteration 12Q: 3 clusters Score -339004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -339017.468750 Penalty: 3944.497070
	Iteration 13Q: 3 clusters Score -339017.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -339029.093750 Penalty: 3944.497070
	Iteration 14Q: 3 clusters Score -339029.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -339035.968750 Penalty: 3944.497070
	Iteration 15Q: 3 clusters Score -339036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -339039.500000 Penalty: 3944.497070
	Iteration 16Q: 3 clusters Score -339039.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -339041.093750 Penalty: 3944.497070
	Iteration 17Q: 3 clusters Score -339041.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -339045.000000 Penalty: 3944.497070
	Iteration 18Q: 3 clusters Score -339045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -339049.906250 Penalty: 3944.497070
	Iteration 19Q: 3 clusters Score -339049.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -339053.906250 Penalty: 3944.497070
	Iteration 20F: 3 clusters Score -339053.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -339055.500000 Penalty: 3944.497070
	Iteration 21Q: 3 clusters Score -339055.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -339056.312500 Penalty: 3944.497070
	Iteration 22Q: 3 clusters Score -339056.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -339056.312500 Penalty: 3944.497070
	Iteration 23F: 3 clusters Score -339056.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (66347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66347 members 
Entering Unmasked Estep 
Score: -7920300.500000 Penalty: 2753.458008
	Iteration 0F: 2 clusters Score -7920300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -7875917.500000 Penalty: 5506.916016
	Iteration 0F: 3 clusters Score -7875918 nChanged 30960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -7894902.000000 Penalty: 5506.916016
	Iteration 1F: 3 clusters Score -7894902 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -7898732.000000 Penalty: 5506.916016
	Iteration 2F: 3 clusters Score -7898732 nChanged 6071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -7904020.000000 Penalty: 5506.916016
	Iteration 3F: 3 clusters Score -7904020 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -7909436.500000 Penalty: 5506.916016
	Iteration 4F: 3 clusters Score -7909436 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -7913769.000000 Penalty: 5506.916016
	Iteration 5F: 3 clusters Score -7913769 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -7916969.000000 Penalty: 5506.916016
	Iteration 6F: 3 clusters Score -7916969 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -7919320.500000 Penalty: 5506.916016
	Iteration 7Q: 3 clusters Score -7919320 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58226 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -7921162.500000 Penalty: 5506.916016
	Iteration 8Q: 3 clusters Score -7921162 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -7922634.500000 Penalty: 5506.916016
	Iteration 9Q: 3 clusters Score -7922634 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60792 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -7923252.000000 Penalty: 5506.916016
	Iteration 10Q: 3 clusters Score -7923252 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61385 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -7923512.500000 Penalty: 5506.916016
	Iteration 11Q: 3 clusters Score -7923512 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -7923633.000000 Penalty: 5506.916016
	Iteration 12Q: 3 clusters Score -7923633 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61995 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -7923690.500000 Penalty: 5506.916016
	Iteration 13Q: 3 clusters Score -7923690 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -7923716.500000 Penalty: 5506.916016
	Iteration 14Q: 3 clusters Score -7923716 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62296 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -7923750.500000 Penalty: 5506.916016
	Iteration 15Q: 3 clusters Score -7923750 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62405 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -7923783.500000 Penalty: 5506.916016
	Iteration 16Q: 3 clusters Score -7923784 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -7923801.000000 Penalty: 5506.916016
	Iteration 17Q: 3 clusters Score -7923801 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -7923820.000000 Penalty: 5506.916016
	Iteration 18Q: 3 clusters Score -7923820 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -7923820.000000 Penalty: 5506.916016
	Iteration 19Q: 3 clusters Score -7923820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62681 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -7923840.000000 Penalty: 5506.916016
	Iteration 20F: 3 clusters Score -7923840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62720 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -7923853.500000 Penalty: 5506.916016
	Iteration 21Q: 3 clusters Score -7923854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -7923848.000000 Penalty: 5506.916016
	Iteration 22Q: 3 clusters Score -7923848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62775 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7923832.000000 Penalty: 5506.916016
	Iteration 23Q: 3 clusters Score -7923832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62785 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -7923838.500000 Penalty: 5506.916016
	Iteration 24Q: 3 clusters Score -7923838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -7923836.000000 Penalty: 5506.916016
	Iteration 25Q: 3 clusters Score -7923836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -7923828.500000 Penalty: 5506.916016
	Iteration 26Q: 3 clusters Score -7923828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -7923833.000000 Penalty: 5506.916016
	Iteration 27Q: 3 clusters Score -7923833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62803 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -7923833.000000 Penalty: 5506.916016
	Iteration 28Q: 3 clusters Score -7923833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62804 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -7923831.500000 Penalty: 5506.916016
	Iteration 29Q: 3 clusters Score -7923832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62805 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -7923832.000000 Penalty: 5506.916016
	Iteration 30Q: 3 clusters Score -7923832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -7923833.000000 Penalty: 5506.916016
	Iteration 31Q: 3 clusters Score -7923833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62809 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -7923832.000000 Penalty: 5506.916016
	Iteration 32Q: 3 clusters Score -7923832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -7923828.000000 Penalty: 5506.916016
	Iteration 33Q: 3 clusters Score -7923828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -7923831.500000 Penalty: 5506.916016
	Iteration 34Q: 3 clusters Score -7923832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62816 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -7923844.000000 Penalty: 5506.916016
	Iteration 35Q: 3 clusters Score -7923844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -7923833.000000 Penalty: 5506.916016
	Iteration 36Q: 3 clusters Score -7923833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -7923833.000000 Penalty: 5506.916016
	Iteration 37F: 3 clusters Score -7923833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 314568 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 67618 members 
Mstep: Class 4 contains 16974 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 201048 members 
Mstep: Class 7 contains 57683 members 
Mstep: Class 8 contains 8346 members 
Mstep: Class 9 contains 4386 members 
Mstep: Class 10 contains 4524 members 
Mstep: Class 11 contains 62954 members 
Mstep: Class 12 contains 2843 members 
Mstep: Class 13 contains 62818 members 
Mstep: Class 14 contains 13458 members 
Mstep: Class 15 contains 28991 members 
Mstep: Class 16 contains 74467 members 
Mstep: Class 17 contains 1242 members 
Mstep: Class 18 contains 268396 members 
Mstep: Class 19 contains 5296 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 4214 members 
Mstep: Class 22 contains 23359 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 3529 members 
Entering Unmasked Estep 
Score: -147915520.000000 Penalty: 83536.929688
Splitting cluster 13 changes total score from -147898736.000000 to -147915520.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (13458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Entering Unmasked Estep 
Score: -1590242.375000 Penalty: 2357.817627
	Iteration 0F: 2 clusters Score -1590242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1580451.500000 Penalty: 4715.635254
	Iteration 0F: 3 clusters Score -1580452 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1583930.125000 Penalty: 4715.635254
	Iteration 1F: 3 clusters Score -1583930 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1584899.500000 Penalty: 4715.635254
	Iteration 2F: 3 clusters Score -1584900 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1585920.375000 Penalty: 4715.635254
	Iteration 3F: 3 clusters Score -1585920 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1586914.125000 Penalty: 4715.635254
	Iteration 4F: 3 clusters Score -1586914 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1587725.250000 Penalty: 4715.635254
	Iteration 5F: 3 clusters Score -1587725 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1588262.000000 Penalty: 4715.635254
	Iteration 6F: 3 clusters Score -1588262 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1588570.625000 Penalty: 4715.635254
	Iteration 7Q: 3 clusters Score -1588571 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1588737.500000 Penalty: 4715.635254
	Iteration 8Q: 3 clusters Score -1588738 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1588851.500000 Penalty: 4715.635254
	Iteration 9Q: 3 clusters Score -1588852 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1588930.000000 Penalty: 4715.635254
	Iteration 10Q: 3 clusters Score -1588930 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1588979.875000 Penalty: 4715.635254
	Iteration 11Q: 3 clusters Score -1588980 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1589007.500000 Penalty: 4715.635254
	Iteration 12Q: 3 clusters Score -1589008 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1589026.125000 Penalty: 4715.635254
	Iteration 13Q: 3 clusters Score -1589026 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1589033.625000 Penalty: 4715.635254
	Iteration 14Q: 3 clusters Score -1589034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1589040.000000 Penalty: 4715.635254
	Iteration 15Q: 3 clusters Score -1589040 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1589055.625000 Penalty: 4715.635254
	Iteration 16Q: 3 clusters Score -1589056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1589061.750000 Penalty: 4715.635254
	Iteration 17Q: 3 clusters Score -1589062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1589068.750000 Penalty: 4715.635254
	Iteration 18Q: 3 clusters Score -1589069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1589067.875000 Penalty: 4715.635254
	Iteration 19Q: 3 clusters Score -1589068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1589070.625000 Penalty: 4715.635254
	Iteration 20F: 3 clusters Score -1589071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1589077.875000 Penalty: 4715.635254
	Iteration 21Q: 3 clusters Score -1589078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1589081.375000 Penalty: 4715.635254
	Iteration 22Q: 3 clusters Score -1589081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1589086.375000 Penalty: 4715.635254
	Iteration 23Q: 3 clusters Score -1589086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1589087.750000 Penalty: 4715.635254
	Iteration 24Q: 3 clusters Score -1589088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1589087.750000 Penalty: 4715.635254
	Iteration 25Q: 3 clusters Score -1589088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1589087.125000 Penalty: 4715.635254
	Iteration 26Q: 3 clusters Score -1589087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1589093.125000 Penalty: 4715.635254
	Iteration 27Q: 3 clusters Score -1589093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1589096.000000 Penalty: 4715.635254
	Iteration 28Q: 3 clusters Score -1589096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1589099.000000 Penalty: 4715.635254
	Iteration 29Q: 3 clusters Score -1589099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1589098.000000 Penalty: 4715.635254
	Iteration 30Q: 3 clusters Score -1589098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1589095.250000 Penalty: 4715.635254
	Iteration 31Q: 3 clusters Score -1589095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1589096.500000 Penalty: 4715.635254
	Iteration 32Q: 3 clusters Score -1589096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1589101.000000 Penalty: 4715.635254
	Iteration 33Q: 3 clusters Score -1589101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1589099.625000 Penalty: 4715.635254
	Iteration 34Q: 3 clusters Score -1589100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1589103.750000 Penalty: 4715.635254
	Iteration 35Q: 3 clusters Score -1589104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1589106.000000 Penalty: 4715.635254
	Iteration 36Q: 3 clusters Score -1589106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1589104.125000 Penalty: 4715.635254
	Iteration 37Q: 3 clusters Score -1589104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1589105.375000 Penalty: 4715.635254
	Iteration 38Q: 3 clusters Score -1589105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1589105.375000 Penalty: 4715.635254
	Iteration 39Q: 3 clusters Score -1589105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1589113.875000 Penalty: 4715.635254
	Iteration 40F: 3 clusters Score -1589114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1589114.750000 Penalty: 4715.635254
	Iteration 41Q: 3 clusters Score -1589115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1589120.750000 Penalty: 4715.635254
	Iteration 42Q: 3 clusters Score -1589121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1589123.750000 Penalty: 4715.635254
	Iteration 43Q: 3 clusters Score -1589124 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1589129.500000 Penalty: 4715.635254
	Iteration 44Q: 3 clusters Score -1589130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1589135.875000 Penalty: 4715.635254
	Iteration 45Q: 3 clusters Score -1589136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1589144.250000 Penalty: 4715.635254
	Iteration 46Q: 3 clusters Score -1589144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1589152.750000 Penalty: 4715.635254
	Iteration 47Q: 3 clusters Score -1589153 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1589161.375000 Penalty: 4715.635254
	Iteration 48Q: 3 clusters Score -1589161 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1589169.375000 Penalty: 4715.635254
	Iteration 49Q: 3 clusters Score -1589169 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1589178.375000 Penalty: 4715.635254
	Iteration 50Q: 3 clusters Score -1589178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1589187.250000 Penalty: 4715.635254
	Iteration 51Q: 3 clusters Score -1589187 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1589198.625000 Penalty: 4715.635254
	Iteration 52Q: 3 clusters Score -1589199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1589208.875000 Penalty: 4715.635254
	Iteration 53Q: 3 clusters Score -1589209 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1589216.000000 Penalty: 4715.635254
	Iteration 54Q: 3 clusters Score -1589216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1589225.625000 Penalty: 4715.635254
	Iteration 55Q: 3 clusters Score -1589226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1589231.875000 Penalty: 4715.635254
	Iteration 56Q: 3 clusters Score -1589232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1589244.000000 Penalty: 4715.635254
	Iteration 57Q: 3 clusters Score -1589244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1589262.875000 Penalty: 4715.635254
	Iteration 58Q: 3 clusters Score -1589263 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1589272.750000 Penalty: 4715.635254
	Iteration 59Q: 3 clusters Score -1589273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1589286.625000 Penalty: 4715.635254
	Iteration 60F: 3 clusters Score -1589287 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1589300.375000 Penalty: 4715.635254
	Iteration 61Q: 3 clusters Score -1589300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1589313.125000 Penalty: 4715.635254
	Iteration 62Q: 3 clusters Score -1589313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1589317.500000 Penalty: 4715.635254
	Iteration 63Q: 3 clusters Score -1589318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1589330.125000 Penalty: 4715.635254
	Iteration 64Q: 3 clusters Score -1589330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1589345.500000 Penalty: 4715.635254
	Iteration 65Q: 3 clusters Score -1589346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1589352.500000 Penalty: 4715.635254
	Iteration 66Q: 3 clusters Score -1589352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1589369.625000 Penalty: 4715.635254
	Iteration 67Q: 3 clusters Score -1589370 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1589381.500000 Penalty: 4715.635254
	Iteration 68Q: 3 clusters Score -1589382 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1589400.625000 Penalty: 4715.635254
	Iteration 69Q: 3 clusters Score -1589401 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1589426.250000 Penalty: 4715.635254
	Iteration 70Q: 3 clusters Score -1589426 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1589447.625000 Penalty: 4715.635254
	Iteration 71Q: 3 clusters Score -1589448 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1589476.750000 Penalty: 4715.635254
	Iteration 72Q: 3 clusters Score -1589477 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1589498.875000 Penalty: 4715.635254
	Iteration 73Q: 3 clusters Score -1589499 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1589527.875000 Penalty: 4715.635254
	Iteration 74Q: 3 clusters Score -1589528 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1589570.500000 Penalty: 4715.635254
	Iteration 75Q: 3 clusters Score -1589570 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1589610.500000 Penalty: 4715.635254
	Iteration 76Q: 3 clusters Score -1589610 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1589654.000000 Penalty: 4715.635254
	Iteration 77Q: 3 clusters Score -1589654 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1589701.125000 Penalty: 4715.635254
	Iteration 78Q: 3 clusters Score -1589701 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1589740.625000 Penalty: 4715.635254
	Iteration 79Q: 3 clusters Score -1589741 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1589780.500000 Penalty: 4715.635254
	Iteration 80F: 3 clusters Score -1589780 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1589812.250000 Penalty: 4715.635254
	Iteration 81Q: 3 clusters Score -1589812 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1589836.250000 Penalty: 4715.635254
	Iteration 82Q: 3 clusters Score -1589836 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1589855.625000 Penalty: 4715.635254
	Iteration 83Q: 3 clusters Score -1589856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1589875.000000 Penalty: 4715.635254
	Iteration 84Q: 3 clusters Score -1589875 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1589887.125000 Penalty: 4715.635254
	Iteration 85Q: 3 clusters Score -1589887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1589900.125000 Penalty: 4715.635254
	Iteration 86Q: 3 clusters Score -1589900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1589909.750000 Penalty: 4715.635254
	Iteration 87Q: 3 clusters Score -1589910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1589912.375000 Penalty: 4715.635254
	Iteration 88Q: 3 clusters Score -1589912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1589916.375000 Penalty: 4715.635254
	Iteration 89Q: 3 clusters Score -1589916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1589921.750000 Penalty: 4715.635254
	Iteration 90Q: 3 clusters Score -1589922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1589922.750000 Penalty: 4715.635254
	Iteration 91Q: 3 clusters Score -1589923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1589922.250000 Penalty: 4715.635254
	Iteration 92Q: 3 clusters Score -1589922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1589927.625000 Penalty: 4715.635254
	Iteration 93Q: 3 clusters Score -1589928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1589926.500000 Penalty: 4715.635254
	Iteration 94Q: 3 clusters Score -1589926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1589925.125000 Penalty: 4715.635254
	Iteration 95Q: 3 clusters Score -1589925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1589927.500000 Penalty: 4715.635254
	Iteration 96Q: 3 clusters Score -1589928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1589927.125000 Penalty: 4715.635254
	Iteration 97Q: 3 clusters Score -1589927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1589928.125000 Penalty: 4715.635254
	Iteration 98Q: 3 clusters Score -1589928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1589926.375000 Penalty: 4715.635254
	Iteration 99Q: 3 clusters Score -1589926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1589928.375000 Penalty: 4715.635254
	Iteration 100F: 3 clusters Score -1589928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1589928.750000 Penalty: 4715.635254
	Iteration 101Q: 3 clusters Score -1589929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1589928.750000 Penalty: 4715.635254
	Iteration 102F: 3 clusters Score -1589929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Entering Unmasked Estep 
Score: -3425666.500000 Penalty: 2548.135742
	Iteration 0F: 2 clusters Score -3425666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -3405909.750000 Penalty: 5096.271484
	Iteration 0F: 3 clusters Score -3405910 nChanged 12989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -3413092.750000 Penalty: 5096.271484
	Iteration 1F: 3 clusters Score -3413093 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3413942.250000 Penalty: 5096.271484
	Iteration 2F: 3 clusters Score -3413942 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -3414886.750000 Penalty: 5096.271484
	Iteration 3F: 3 clusters Score -3414887 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3415901.750000 Penalty: 5096.271484
	Iteration 4F: 3 clusters Score -3415902 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -3416909.250000 Penalty: 5096.271484
	Iteration 5F: 3 clusters Score -3416909 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -3417858.750000 Penalty: 5096.271484
	Iteration 6F: 3 clusters Score -3417859 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -3418768.500000 Penalty: 5096.271484
	Iteration 7F: 3 clusters Score -3418768 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -3419552.500000 Penalty: 5096.271484
	Iteration 8Q: 3 clusters Score -3419552 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -3420207.500000 Penalty: 5096.271484
	Iteration 9Q: 3 clusters Score -3420208 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3420790.750000 Penalty: 5096.271484
	Iteration 10Q: 3 clusters Score -3420791 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -3421297.500000 Penalty: 5096.271484
	Iteration 11Q: 3 clusters Score -3421298 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3421781.250000 Penalty: 5096.271484
	Iteration 12Q: 3 clusters Score -3421781 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3422203.250000 Penalty: 5096.271484
	Iteration 13Q: 3 clusters Score -3422203 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -3422567.250000 Penalty: 5096.271484
	Iteration 14Q: 3 clusters Score -3422567 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -3422894.500000 Penalty: 5096.271484
	Iteration 15Q: 3 clusters Score -3422894 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -3423151.000000 Penalty: 5096.271484
	Iteration 16Q: 3 clusters Score -3423151 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -3423326.500000 Penalty: 5096.271484
	Iteration 17Q: 3 clusters Score -3423326 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -3423464.500000 Penalty: 5096.271484
	Iteration 18Q: 3 clusters Score -3423464 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -3423562.750000 Penalty: 5096.271484
	Iteration 19Q: 3 clusters Score -3423563 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -3423640.500000 Penalty: 5096.271484
	Iteration 20F: 3 clusters Score -3423640 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -3423718.750000 Penalty: 5096.271484
	Iteration 21Q: 3 clusters Score -3423719 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -3423787.500000 Penalty: 5096.271484
	Iteration 22Q: 3 clusters Score -3423788 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -3423891.500000 Penalty: 5096.271484
	Iteration 23Q: 3 clusters Score -3423892 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -3423989.500000 Penalty: 5096.271484
	Iteration 24Q: 3 clusters Score -3423990 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -3424063.000000 Penalty: 5096.271484
	Iteration 25Q: 3 clusters Score -3424063 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -3424118.250000 Penalty: 5096.271484
	Iteration 26Q: 3 clusters Score -3424118 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -3424154.250000 Penalty: 5096.271484
	Iteration 27Q: 3 clusters Score -3424154 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -3424185.750000 Penalty: 5096.271484
	Iteration 28Q: 3 clusters Score -3424186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -3424231.250000 Penalty: 5096.271484
	Iteration 29Q: 3 clusters Score -3424231 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -3424263.250000 Penalty: 5096.271484
	Iteration 30Q: 3 clusters Score -3424263 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -3424281.750000 Penalty: 5096.271484
	Iteration 31Q: 3 clusters Score -3424282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -3424304.250000 Penalty: 5096.271484
	Iteration 32Q: 3 clusters Score -3424304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -3424307.500000 Penalty: 5096.271484
	Iteration 33Q: 3 clusters Score -3424308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -3424326.250000 Penalty: 5096.271484
	Iteration 34Q: 3 clusters Score -3424326 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -3424348.000000 Penalty: 5096.271484
	Iteration 35Q: 3 clusters Score -3424348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -3424361.250000 Penalty: 5096.271484
	Iteration 36Q: 3 clusters Score -3424361 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -3424371.750000 Penalty: 5096.271484
	Iteration 37Q: 3 clusters Score -3424372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3424385.000000 Penalty: 5096.271484
	Iteration 38Q: 3 clusters Score -3424385 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -3424398.000000 Penalty: 5096.271484
	Iteration 39Q: 3 clusters Score -3424398 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3424432.250000 Penalty: 5096.271484
	Iteration 40F: 3 clusters Score -3424432 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -3424470.250000 Penalty: 5096.271484
	Iteration 41Q: 3 clusters Score -3424470 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3424504.000000 Penalty: 5096.271484
	Iteration 42Q: 3 clusters Score -3424504 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3424542.250000 Penalty: 5096.271484
	Iteration 43Q: 3 clusters Score -3424542 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -3424593.500000 Penalty: 5096.271484
	Iteration 44Q: 3 clusters Score -3424594 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -3424666.250000 Penalty: 5096.271484
	Iteration 45Q: 3 clusters Score -3424666 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3424792.500000 Penalty: 5096.271484
	Iteration 46Q: 3 clusters Score -3424792 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -3424959.500000 Penalty: 5096.271484
	Iteration 47Q: 3 clusters Score -3424960 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -3425179.750000 Penalty: 5096.271484
	Iteration 48Q: 3 clusters Score -3425180 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -3425506.250000 Penalty: 5096.271484
	Iteration 49Q: 3 clusters Score -3425506 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3425982.000000 Penalty: 5096.271484
	Iteration 50Q: 3 clusters Score -3425982 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -3426611.500000 Penalty: 5096.271484
	Iteration 51Q: 3 clusters Score -3426612 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -3427364.750000 Penalty: 5096.271484
	Iteration 52Q: 3 clusters Score -3427365 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -3428145.500000 Penalty: 5096.271484
	Iteration 53Q: 3 clusters Score -3428146 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -3429016.500000 Penalty: 5096.271484
	Iteration 54Q: 3 clusters Score -3429016 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -3430097.750000 Penalty: 5096.271484
	Iteration 55Q: 3 clusters Score -3430098 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -3431268.000000 Penalty: 5096.271484
	Iteration 56Q: 3 clusters Score -3431268 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -3432103.000000 Penalty: 5096.271484
	Iteration 57Q: 3 clusters Score -3432103 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -3432487.500000 Penalty: 5096.271484
	Iteration 58Q: 3 clusters Score -3432488 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3432642.000000 Penalty: 5096.271484
	Iteration 59Q: 3 clusters Score -3432642 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -3432829.500000 Penalty: 5096.271484
	Iteration 60F: 3 clusters Score -3432830 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -3432897.250000 Penalty: 5096.271484
	Iteration 61Q: 3 clusters Score -3432897 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -3432919.500000 Penalty: 5096.271484
	Iteration 62Q: 3 clusters Score -3432920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -3432925.250000 Penalty: 5096.271484
	Iteration 63Q: 3 clusters Score -3432925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -3432922.750000 Penalty: 5096.271484
	Iteration 64Q: 3 clusters Score -3432923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -3432920.500000 Penalty: 5096.271484
	Iteration 65Q: 3 clusters Score -3432920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -3432917.000000 Penalty: 5096.271484
	Iteration 66Q: 3 clusters Score -3432917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -3432919.500000 Penalty: 5096.271484
	Iteration 67Q: 3 clusters Score -3432920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -3432918.500000 Penalty: 5096.271484
	Iteration 68Q: 3 clusters Score -3432918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -3432918.500000 Penalty: 5096.271484
	Iteration 69F: 3 clusters Score -3432918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 314568 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 67618 members 
Mstep: Class 4 contains 16974 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 201048 members 
Mstep: Class 7 contains 57683 members 
Mstep: Class 8 contains 8346 members 
Mstep: Class 9 contains 4386 members 
Mstep: Class 10 contains 4524 members 
Mstep: Class 11 contains 62954 members 
Mstep: Class 12 contains 2843 members 
Mstep: Class 13 contains 62818 members 
Mstep: Class 14 contains 13458 members 
Mstep: Class 15 contains 8400 members 
Mstep: Class 16 contains 74467 members 
Mstep: Class 17 contains 1242 members 
Mstep: Class 18 contains 268396 members 
Mstep: Class 19 contains 5296 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 4214 members 
Mstep: Class 22 contains 23359 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 3529 members 
Mstep: Class 25 contains 20591 members 
Entering Unmasked Estep 
Score: -147921632.000000 Penalty: 87017.632812
Splitting cluster 15 changes total score from -147898736.000000 to -147921632.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (74467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74467 members 
Entering Unmasked Estep 
Score: -9122816.000000 Penalty: 2782.091553
	Iteration 0F: 2 clusters Score -9122816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -9073109.000000 Penalty: 5564.183105
	Iteration 0F: 3 clusters Score -9073109 nChanged 34943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -9093116.000000 Penalty: 5564.183105
	Iteration 1F: 3 clusters Score -9093116 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -9094201.000000 Penalty: 5564.183105
	Iteration 2Q: 3 clusters Score -9094201 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -9095642.000000 Penalty: 5564.183105
	Iteration 3Q: 3 clusters Score -9095642 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -9097771.000000 Penalty: 5564.183105
	Iteration 4F: 3 clusters Score -9097771 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -9100540.000000 Penalty: 5564.183105
	Iteration 5F: 3 clusters Score -9100540 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -9103584.000000 Penalty: 5564.183105
	Iteration 6F: 3 clusters Score -9103584 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -9106626.000000 Penalty: 5564.183105
	Iteration 7F: 3 clusters Score -9106626 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -9109201.000000 Penalty: 5564.183105
	Iteration 8F: 3 clusters Score -9109201 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -9111276.000000 Penalty: 5564.183105
	Iteration 9Q: 3 clusters Score -9111276 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -9112887.000000 Penalty: 5564.183105
	Iteration 10Q: 3 clusters Score -9112887 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -9114236.000000 Penalty: 5564.183105
	Iteration 11Q: 3 clusters Score -9114236 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -9115364.000000 Penalty: 5564.183105
	Iteration 12Q: 3 clusters Score -9115364 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -9116526.000000 Penalty: 5564.183105
	Iteration 13Q: 3 clusters Score -9116526 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -9117718.000000 Penalty: 5564.183105
	Iteration 14Q: 3 clusters Score -9117718 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -9118978.000000 Penalty: 5564.183105
	Iteration 15Q: 3 clusters Score -9118978 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -9120190.000000 Penalty: 5564.183105
	Iteration 16Q: 3 clusters Score -9120190 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -9121376.000000 Penalty: 5564.183105
	Iteration 17Q: 3 clusters Score -9121376 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -9122110.000000 Penalty: 5564.183105
	Iteration 18Q: 3 clusters Score -9122110 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -9122614.000000 Penalty: 5564.183105
	Iteration 19Q: 3 clusters Score -9122614 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -9122918.000000 Penalty: 5564.183105
	Iteration 20F: 3 clusters Score -9122918 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -9123068.000000 Penalty: 5564.183105
	Iteration 21Q: 3 clusters Score -9123068 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -9123120.000000 Penalty: 5564.183105
	Iteration 22Q: 3 clusters Score -9123120 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -9123166.000000 Penalty: 5564.183105
	Iteration 23Q: 3 clusters Score -9123166 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -9123187.000000 Penalty: 5564.183105
	Iteration 24Q: 3 clusters Score -9123187 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -9123197.000000 Penalty: 5564.183105
	Iteration 25Q: 3 clusters Score -9123197 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -9123217.000000 Penalty: 5564.183105
	Iteration 26Q: 3 clusters Score -9123217 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55914 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -9123242.000000 Penalty: 5564.183105
	Iteration 27Q: 3 clusters Score -9123242 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -9123241.000000 Penalty: 5564.183105
	Iteration 28Q: 3 clusters Score -9123241 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56115 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -9123262.000000 Penalty: 5564.183105
	Iteration 29Q: 3 clusters Score -9123262 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56195 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -9123282.000000 Penalty: 5564.183105
	Iteration 30Q: 3 clusters Score -9123282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -9123281.000000 Penalty: 5564.183105
	Iteration 31Q: 3 clusters Score -9123281 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -9123266.000000 Penalty: 5564.183105
	Iteration 32Q: 3 clusters Score -9123266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56365 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -9123264.000000 Penalty: 5564.183105
	Iteration 33Q: 3 clusters Score -9123264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -9123273.000000 Penalty: 5564.183105
	Iteration 34Q: 3 clusters Score -9123273 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -9123257.000000 Penalty: 5564.183105
	Iteration 35Q: 3 clusters Score -9123257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -9123266.000000 Penalty: 5564.183105
	Iteration 36Q: 3 clusters Score -9123266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56503 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -9123268.000000 Penalty: 5564.183105
	Iteration 37Q: 3 clusters Score -9123268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -9123261.000000 Penalty: 5564.183105
	Iteration 38Q: 3 clusters Score -9123261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56538 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -9123270.000000 Penalty: 5564.183105
	Iteration 39Q: 3 clusters Score -9123270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -9123266.000000 Penalty: 5564.183105
	Iteration 40F: 3 clusters Score -9123266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -9123271.000000 Penalty: 5564.183105
	Iteration 41Q: 3 clusters Score -9123271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -9123262.000000 Penalty: 5564.183105
	Iteration 42Q: 3 clusters Score -9123262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56592 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -9123251.000000 Penalty: 5564.183105
	Iteration 43Q: 3 clusters Score -9123251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56599 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -9123251.000000 Penalty: 5564.183105
	Iteration 44Q: 3 clusters Score -9123251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56605 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -9123262.000000 Penalty: 5564.183105
	Iteration 45Q: 3 clusters Score -9123262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56610 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -9123250.000000 Penalty: 5564.183105
	Iteration 46Q: 3 clusters Score -9123250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -9123255.000000 Penalty: 5564.183105
	Iteration 47Q: 3 clusters Score -9123255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56626 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -9123253.000000 Penalty: 5564.183105
	Iteration 48Q: 3 clusters Score -9123253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -9123252.000000 Penalty: 5564.183105
	Iteration 49Q: 3 clusters Score -9123252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -9123254.000000 Penalty: 5564.183105
	Iteration 50Q: 3 clusters Score -9123254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -9123255.000000 Penalty: 5564.183105
	Iteration 51Q: 3 clusters Score -9123255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56639 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -9123258.000000 Penalty: 5564.183105
	Iteration 52Q: 3 clusters Score -9123258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56641 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -9123257.000000 Penalty: 5564.183105
	Iteration 53Q: 3 clusters Score -9123257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56641 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -9123257.000000 Penalty: 5564.183105
	Iteration 54F: 3 clusters Score -9123257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 314568 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 67618 members 
Mstep: Class 4 contains 16974 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 201048 members 
Mstep: Class 7 contains 57683 members 
Mstep: Class 8 contains 8346 members 
Mstep: Class 9 contains 4386 members 
Mstep: Class 10 contains 4524 members 
Mstep: Class 11 contains 62954 members 
Mstep: Class 12 contains 2843 members 
Mstep: Class 13 contains 62818 members 
Mstep: Class 14 contains 13458 members 
Mstep: Class 15 contains 8400 members 
Mstep: Class 16 contains 56641 members 
Mstep: Class 17 contains 1242 members 
Mstep: Class 18 contains 268396 members 
Mstep: Class 19 contains 5296 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 4214 members 
Mstep: Class 22 contains 23359 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 3529 members 
Mstep: Class 25 contains 20591 members 
Mstep: Class 26 contains 17826 members 
Entering Unmasked Estep 
Score: -147922160.000000 Penalty: 90498.335938
Splitting cluster 16 changes total score from -147898736.000000 to -147922160.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (268396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268396 members 
Entering Unmasked Estep 
Score: -32810090.000000 Penalty: 3100.054199
	Iteration 0F: 2 clusters Score -3.281009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134317 members 
Mstep: Class 2 contains 134079 members 
Entering Unmasked Estep 
Score: -32648994.000000 Penalty: 6200.108398
	Iteration 0F: 3 clusters Score -3.264899e+07 nChanged 129750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137613 members 
Mstep: Class 2 contains 130783 members 
Entering Unmasked Estep 
Score: -32725442.000000 Penalty: 6200.108398
	Iteration 1F: 3 clusters Score -3.272544e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139952 members 
Mstep: Class 2 contains 128444 members 
Entering Unmasked Estep 
Score: -32726648.000000 Penalty: 6200.108398
	Iteration 2Q: 3 clusters Score -3.272665e+07 nChanged 7629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143657 members 
Mstep: Class 2 contains 124739 members 
Entering Unmasked Estep 
Score: -32728556.000000 Penalty: 6200.108398
	Iteration 3Q: 3 clusters Score -3.272856e+07 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149531 members 
Mstep: Class 2 contains 118865 members 
Entering Unmasked Estep 
Score: -32731058.000000 Penalty: 6200.108398
	Iteration 4Q: 3 clusters Score -3.273106e+07 nChanged 11208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158593 members 
Mstep: Class 2 contains 109803 members 
Entering Unmasked Estep 
Score: -32735192.000000 Penalty: 6200.108398
	Iteration 5Q: 3 clusters Score -3.273519e+07 nChanged 14469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171826 members 
Mstep: Class 2 contains 96570 members 
Entering Unmasked Estep 
Score: -32742230.000000 Penalty: 6200.108398
	Iteration 6F: 3 clusters Score -3.274223e+07 nChanged 18461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189645 members 
Mstep: Class 2 contains 78751 members 
Entering Unmasked Estep 
Score: -32753952.000000 Penalty: 6200.108398
	Iteration 7F: 3 clusters Score -3.275395e+07 nChanged 22134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211513 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -32769542.000000 Penalty: 6200.108398
	Iteration 8F: 3 clusters Score -3.276954e+07 nChanged 22080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233441 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -32785790.000000 Penalty: 6200.108398
	Iteration 9F: 3 clusters Score -3.278579e+07 nChanged 17347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250734 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -32797284.000000 Penalty: 6200.108398
	Iteration 10F: 3 clusters Score -3.279728e+07 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260806 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -32802862.000000 Penalty: 6200.108398
	Iteration 11Q: 3 clusters Score -3.280286e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265108 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -32805568.000000 Penalty: 6200.108398
	Iteration 12Q: 3 clusters Score -3.280557e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266655 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -32806638.000000 Penalty: 6200.108398
	Iteration 13Q: 3 clusters Score -3.280664e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267153 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -32807250.000000 Penalty: 6200.108398
	Iteration 14Q: 3 clusters Score -3.280725e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267279 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -32807556.000000 Penalty: 6200.108398
	Iteration 15Q: 3 clusters Score -3.280756e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267273 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -32807768.000000 Penalty: 6200.108398
	Iteration 16Q: 3 clusters Score -3.280777e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267220 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -32807956.000000 Penalty: 6200.108398
	Iteration 17Q: 3 clusters Score -3.280796e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267137 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -32808104.000000 Penalty: 6200.108398
	Iteration 18Q: 3 clusters Score -3.28081e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267033 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -32808294.000000 Penalty: 6200.108398
	Iteration 19Q: 3 clusters Score -3.280829e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266914 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -32808414.000000 Penalty: 6200.108398
	Iteration 20F: 3 clusters Score -3.280841e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266802 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -32808498.000000 Penalty: 6200.108398
	Iteration 21Q: 3 clusters Score -3.28085e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266685 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -32808606.000000 Penalty: 6200.108398
	Iteration 22Q: 3 clusters Score -3.280861e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266590 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -32808696.000000 Penalty: 6200.108398
	Iteration 23Q: 3 clusters Score -3.28087e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266490 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -32808786.000000 Penalty: 6200.108398
	Iteration 24Q: 3 clusters Score -3.280879e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266369 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -32808940.000000 Penalty: 6200.108398
	Iteration 25Q: 3 clusters Score -3.280894e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266262 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -32808976.000000 Penalty: 6200.108398
	Iteration 26Q: 3 clusters Score -3.280898e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266171 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -32809074.000000 Penalty: 6200.108398
	Iteration 27Q: 3 clusters Score -3.280907e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266055 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -32809240.000000 Penalty: 6200.108398
	Iteration 28Q: 3 clusters Score -3.280924e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265944 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -32809316.000000 Penalty: 6200.108398
	Iteration 29Q: 3 clusters Score -3.280932e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265826 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -32809400.000000 Penalty: 6200.108398
	Iteration 30Q: 3 clusters Score -3.28094e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265723 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -32809482.000000 Penalty: 6200.108398
	Iteration 31Q: 3 clusters Score -3.280948e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265625 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -32809498.000000 Penalty: 6200.108398
	Iteration 32Q: 3 clusters Score -3.28095e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265550 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -32809500.000000 Penalty: 6200.108398
	Iteration 33Q: 3 clusters Score -3.28095e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265470 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -32809558.000000 Penalty: 6200.108398
	Iteration 34Q: 3 clusters Score -3.280956e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265378 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -32809568.000000 Penalty: 6200.108398
	Iteration 35Q: 3 clusters Score -3.280957e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265293 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -32809626.000000 Penalty: 6200.108398
	Iteration 36Q: 3 clusters Score -3.280963e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265217 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -32809694.000000 Penalty: 6200.108398
	Iteration 37Q: 3 clusters Score -3.280969e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265153 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -32809732.000000 Penalty: 6200.108398
	Iteration 38Q: 3 clusters Score -3.280973e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265099 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -32809750.000000 Penalty: 6200.108398
	Iteration 39Q: 3 clusters Score -3.280975e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265067 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -32809760.000000 Penalty: 6200.108398
	Iteration 40F: 3 clusters Score -3.280976e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265005 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -32809766.000000 Penalty: 6200.108398
	Iteration 41Q: 3 clusters Score -3.280977e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264957 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -32809746.000000 Penalty: 6200.108398
	Iteration 42Q: 3 clusters Score -3.280975e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264901 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -32809796.000000 Penalty: 6200.108398
	Iteration 43Q: 3 clusters Score -3.28098e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264854 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -32809790.000000 Penalty: 6200.108398
	Iteration 44Q: 3 clusters Score -3.280979e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264812 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -32809766.000000 Penalty: 6200.108398
	Iteration 45Q: 3 clusters Score -3.280977e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264779 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -32809796.000000 Penalty: 6200.108398
	Iteration 46Q: 3 clusters Score -3.28098e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264751 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -32809816.000000 Penalty: 6200.108398
	Iteration 47Q: 3 clusters Score -3.280982e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264721 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -32809814.000000 Penalty: 6200.108398
	Iteration 48Q: 3 clusters Score -3.280981e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264691 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -32809804.000000 Penalty: 6200.108398
	Iteration 49Q: 3 clusters Score -3.28098e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264656 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -32809804.000000 Penalty: 6200.108398
	Iteration 50Q: 3 clusters Score -3.28098e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264637 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -32809792.000000 Penalty: 6200.108398
	Iteration 51Q: 3 clusters Score -3.280979e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264612 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -32809794.000000 Penalty: 6200.108398
	Iteration 52Q: 3 clusters Score -3.280979e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264580 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -32809794.000000 Penalty: 6200.108398
	Iteration 53Q: 3 clusters Score -3.280979e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264552 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -32809806.000000 Penalty: 6200.108398
	Iteration 54Q: 3 clusters Score -3.280981e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264528 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -32809816.000000 Penalty: 6200.108398
	Iteration 55Q: 3 clusters Score -3.280982e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264496 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -32809826.000000 Penalty: 6200.108398
	Iteration 56Q: 3 clusters Score -3.280983e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264464 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -32809848.000000 Penalty: 6200.108398
	Iteration 57Q: 3 clusters Score -3.280985e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264426 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -32809864.000000 Penalty: 6200.108398
	Iteration 58Q: 3 clusters Score -3.280986e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264396 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -32809866.000000 Penalty: 6200.108398
	Iteration 59Q: 3 clusters Score -3.280987e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264374 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -32809916.000000 Penalty: 6200.108398
	Iteration 60F: 3 clusters Score -3.280992e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264350 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -32809926.000000 Penalty: 6200.108398
	Iteration 61Q: 3 clusters Score -3.280993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264332 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -32809916.000000 Penalty: 6200.108398
	Iteration 62Q: 3 clusters Score -3.280992e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264305 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -32809922.000000 Penalty: 6200.108398
	Iteration 63Q: 3 clusters Score -3.280992e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264284 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -32809954.000000 Penalty: 6200.108398
	Iteration 64Q: 3 clusters Score -3.280995e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264261 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -32809928.000000 Penalty: 6200.108398
	Iteration 65Q: 3 clusters Score -3.280993e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264241 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -32809944.000000 Penalty: 6200.108398
	Iteration 66Q: 3 clusters Score -3.280994e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264220 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -32809966.000000 Penalty: 6200.108398
	Iteration 67Q: 3 clusters Score -3.280997e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264196 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -32809948.000000 Penalty: 6200.108398
	Iteration 68Q: 3 clusters Score -3.280995e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264166 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -32809954.000000 Penalty: 6200.108398
	Iteration 69Q: 3 clusters Score -3.280995e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264139 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -32809976.000000 Penalty: 6200.108398
	Iteration 70Q: 3 clusters Score -3.280998e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264123 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -32809990.000000 Penalty: 6200.108398
	Iteration 71Q: 3 clusters Score -3.280999e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264103 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -32809992.000000 Penalty: 6200.108398
	Iteration 72Q: 3 clusters Score -3.280999e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264081 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -32810012.000000 Penalty: 6200.108398
	Iteration 73Q: 3 clusters Score -3.281001e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264062 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -32810038.000000 Penalty: 6200.108398
	Iteration 74Q: 3 clusters Score -3.281004e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264040 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -32810070.000000 Penalty: 6200.108398
	Iteration 75Q: 3 clusters Score -3.281007e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264018 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -32810070.000000 Penalty: 6200.108398
	Iteration 76Q: 3 clusters Score -3.281007e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264003 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -32810052.000000 Penalty: 6200.108398
	Iteration 77Q: 3 clusters Score -3.281005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263992 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -32810028.000000 Penalty: 6200.108398
	Iteration 78Q: 3 clusters Score -3.281003e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263979 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -32810044.000000 Penalty: 6200.108398
	Iteration 79Q: 3 clusters Score -3.281004e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263970 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -32810066.000000 Penalty: 6200.108398
	Iteration 80F: 3 clusters Score -3.281007e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263964 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -32810058.000000 Penalty: 6200.108398
	Iteration 81Q: 3 clusters Score -3.281006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263957 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -32810052.000000 Penalty: 6200.108398
	Iteration 82Q: 3 clusters Score -3.281005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263954 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -32810060.000000 Penalty: 6200.108398
	Iteration 83Q: 3 clusters Score -3.281006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263949 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -32810066.000000 Penalty: 6200.108398
	Iteration 84Q: 3 clusters Score -3.281007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263941 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -32810054.000000 Penalty: 6200.108398
	Iteration 85Q: 3 clusters Score -3.281005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263929 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -32810074.000000 Penalty: 6200.108398
	Iteration 86Q: 3 clusters Score -3.281007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263920 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -32810074.000000 Penalty: 6200.108398
	Iteration 87Q: 3 clusters Score -3.281007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263914 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -32810078.000000 Penalty: 6200.108398
	Iteration 88Q: 3 clusters Score -3.281008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263906 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -32810080.000000 Penalty: 6200.108398
	Iteration 89Q: 3 clusters Score -3.281008e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263894 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -32810096.000000 Penalty: 6200.108398
	Iteration 90Q: 3 clusters Score -3.28101e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263880 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -32810120.000000 Penalty: 6200.108398
	Iteration 91Q: 3 clusters Score -3.281012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263870 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -32810152.000000 Penalty: 6200.108398
	Iteration 92Q: 3 clusters Score -3.281015e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263849 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -32810184.000000 Penalty: 6200.108398
	Iteration 93Q: 3 clusters Score -3.281018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263840 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -32810200.000000 Penalty: 6200.108398
	Iteration 94Q: 3 clusters Score -3.28102e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263829 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -32810190.000000 Penalty: 6200.108398
	Iteration 95Q: 3 clusters Score -3.281019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263819 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -32810212.000000 Penalty: 6200.108398
	Iteration 96Q: 3 clusters Score -3.281021e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263813 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -32810186.000000 Penalty: 6200.108398
	Iteration 97Q: 3 clusters Score -3.281019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263810 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -32810186.000000 Penalty: 6200.108398
	Iteration 98Q: 3 clusters Score -3.281019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263808 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -32810206.000000 Penalty: 6200.108398
	Iteration 99Q: 3 clusters Score -3.281021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263805 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -32810194.000000 Penalty: 6200.108398
	Iteration 100F: 3 clusters Score -3.281019e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263803 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -32810206.000000 Penalty: 6200.108398
	Iteration 101Q: 3 clusters Score -3.281021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263802 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -32810204.000000 Penalty: 6200.108398
	Iteration 102Q: 3 clusters Score -3.28102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263801 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -32810204.000000 Penalty: 6200.108398
	Iteration 103Q: 3 clusters Score -3.28102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263800 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -32810200.000000 Penalty: 6200.108398
	Iteration 104Q: 3 clusters Score -3.28102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263799 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -32810200.000000 Penalty: 6200.108398
	Iteration 105Q: 3 clusters Score -3.28102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263797 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -32810196.000000 Penalty: 6200.108398
	Iteration 106Q: 3 clusters Score -3.28102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263795 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -32810192.000000 Penalty: 6200.108398
	Iteration 107Q: 3 clusters Score -3.281019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263795 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -32810192.000000 Penalty: 6200.108398
	Iteration 108F: 3 clusters Score -3.281019e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 314568 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 67618 members 
Mstep: Class 4 contains 16974 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 201048 members 
Mstep: Class 7 contains 57683 members 
Mstep: Class 8 contains 8346 members 
Mstep: Class 9 contains 4386 members 
Mstep: Class 10 contains 4524 members 
Mstep: Class 11 contains 62954 members 
Mstep: Class 12 contains 2843 members 
Mstep: Class 13 contains 62818 members 
Mstep: Class 14 contains 13458 members 
Mstep: Class 15 contains 8400 members 
Mstep: Class 16 contains 56641 members 
Mstep: Class 17 contains 1242 members 
Mstep: Class 18 contains 263795 members 
Mstep: Class 19 contains 5296 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 4214 members 
Mstep: Class 22 contains 23359 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 3529 members 
Mstep: Class 25 contains 20591 members 
Mstep: Class 26 contains 17826 members 
Mstep: Class 27 contains 4601 members 
Entering Unmasked Estep 
Score: -147922624.000000 Penalty: 93979.039062
Splitting cluster 18 changes total score from -147898736.000000 to -147922624.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (5296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Entering Unmasked Estep 
Score: -558578.750000 Penalty: 2126.527344
	Iteration 0F: 2 clusters Score -558578.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -554032.000000 Penalty: 4253.054688
	Iteration 0F: 3 clusters Score -554032 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -555993.875000 Penalty: 4253.054688
	Iteration 1F: 3 clusters Score -555993.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -557143.062500 Penalty: 4253.054688
	Iteration 2F: 3 clusters Score -557143.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -559662.625000 Penalty: 4253.054688
	Iteration 3F: 3 clusters Score -559662.6 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -562101.375000 Penalty: 4253.054688
	Iteration 4F: 3 clusters Score -562101.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -562964.437500 Penalty: 4253.054688
	Iteration 5F: 3 clusters Score -562964.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -563601.562500 Penalty: 4253.054688
	Iteration 6Q: 3 clusters Score -563601.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -564172.625000 Penalty: 4253.054688
	Iteration 7Q: 3 clusters Score -564172.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -564700.250000 Penalty: 4253.054688
	Iteration 8Q: 3 clusters Score -564700.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -565011.187500 Penalty: 4253.054688
	Iteration 9Q: 3 clusters Score -565011.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -565309.875000 Penalty: 4253.054688
	Iteration 10Q: 3 clusters Score -565309.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -565514.250000 Penalty: 4253.054688
	Iteration 11Q: 3 clusters Score -565514.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -565799.250000 Penalty: 4253.054688
	Iteration 12Q: 3 clusters Score -565799.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -565864.250000 Penalty: 4253.054688
	Iteration 13Q: 3 clusters Score -565864.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -565869.062500 Penalty: 4253.054688
	Iteration 14Q: 3 clusters Score -565869.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -565870.625000 Penalty: 4253.054688
	Iteration 15Q: 3 clusters Score -565870.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -565870.625000 Penalty: 4253.054688
	Iteration 16F: 3 clusters Score -565870.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 314568 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 67618 members 
Mstep: Class 4 contains 16974 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 201048 members 
Mstep: Class 7 contains 57683 members 
Mstep: Class 8 contains 8346 members 
Mstep: Class 9 contains 4386 members 
Mstep: Class 10 contains 4524 members 
Mstep: Class 11 contains 62954 members 
Mstep: Class 12 contains 2843 members 
Mstep: Class 13 contains 62818 members 
Mstep: Class 14 contains 13458 members 
Mstep: Class 15 contains 8400 members 
Mstep: Class 16 contains 56641 members 
Mstep: Class 17 contains 1242 members 
Mstep: Class 18 contains 263795 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 4214 members 
Mstep: Class 22 contains 23359 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 3529 members 
Mstep: Class 25 contains 20591 members 
Mstep: Class 26 contains 17826 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 4800 members 
Entering Unmasked Estep 
Score: -147928496.000000 Penalty: 97459.750000
Splitting cluster 19 changes total score from -147898736.000000 to -147928496.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (11764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Entering Unmasked Estep 
Score: -1372705.750000 Penalty: 2324.454102
	Iteration 0F: 2 clusters Score -1372706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1363828.375000 Penalty: 4648.908203
	Iteration 0F: 3 clusters Score -1363828 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1366474.500000 Penalty: 4648.908203
	Iteration 1F: 3 clusters Score -1366474 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1366792.750000 Penalty: 4648.908203
	Iteration 2F: 3 clusters Score -1366793 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1367065.000000 Penalty: 4648.908203
	Iteration 3F: 3 clusters Score -1367065 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1367293.625000 Penalty: 4648.908203
	Iteration 4Q: 3 clusters Score -1367294 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1367503.125000 Penalty: 4648.908203
	Iteration 5Q: 3 clusters Score -1367503 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1367742.875000 Penalty: 4648.908203
	Iteration 6Q: 3 clusters Score -1367743 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1368042.250000 Penalty: 4648.908203
	Iteration 7Q: 3 clusters Score -1368042 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1368316.125000 Penalty: 4648.908203
	Iteration 8Q: 3 clusters Score -1368316 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1368589.500000 Penalty: 4648.908203
	Iteration 9Q: 3 clusters Score -1368590 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1368854.500000 Penalty: 4648.908203
	Iteration 10Q: 3 clusters Score -1368854 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1369115.375000 Penalty: 4648.908203
	Iteration 11Q: 3 clusters Score -1369115 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1369357.250000 Penalty: 4648.908203
	Iteration 12Q: 3 clusters Score -1369357 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1369619.375000 Penalty: 4648.908203
	Iteration 13Q: 3 clusters Score -1369619 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1369856.375000 Penalty: 4648.908203
	Iteration 14Q: 3 clusters Score -1369856 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1370028.250000 Penalty: 4648.908203
	Iteration 15Q: 3 clusters Score -1370028 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1370169.250000 Penalty: 4648.908203
	Iteration 16Q: 3 clusters Score -1370169 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1370263.000000 Penalty: 4648.908203
	Iteration 17Q: 3 clusters Score -1370263 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1370350.625000 Penalty: 4648.908203
	Iteration 18Q: 3 clusters Score -1370351 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1370415.875000 Penalty: 4648.908203
	Iteration 19Q: 3 clusters Score -1370416 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1370479.125000 Penalty: 4648.908203
	Iteration 20F: 3 clusters Score -1370479 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1370515.875000 Penalty: 4648.908203
	Iteration 21Q: 3 clusters Score -1370516 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1370543.750000 Penalty: 4648.908203
	Iteration 22Q: 3 clusters Score -1370544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1370583.375000 Penalty: 4648.908203
	Iteration 23Q: 3 clusters Score -1370583 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1370609.000000 Penalty: 4648.908203
	Iteration 24Q: 3 clusters Score -1370609 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1370634.500000 Penalty: 4648.908203
	Iteration 25Q: 3 clusters Score -1370634 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1370656.625000 Penalty: 4648.908203
	Iteration 26Q: 3 clusters Score -1370657 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1370683.750000 Penalty: 4648.908203
	Iteration 27Q: 3 clusters Score -1370684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1370702.250000 Penalty: 4648.908203
	Iteration 28Q: 3 clusters Score -1370702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1370715.375000 Penalty: 4648.908203
	Iteration 29Q: 3 clusters Score -1370715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1370725.500000 Penalty: 4648.908203
	Iteration 30Q: 3 clusters Score -1370726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1370739.750000 Penalty: 4648.908203
	Iteration 31Q: 3 clusters Score -1370740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1370745.375000 Penalty: 4648.908203
	Iteration 32Q: 3 clusters Score -1370745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1370749.625000 Penalty: 4648.908203
	Iteration 33Q: 3 clusters Score -1370750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1370763.250000 Penalty: 4648.908203
	Iteration 34Q: 3 clusters Score -1370763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1370784.625000 Penalty: 4648.908203
	Iteration 35Q: 3 clusters Score -1370785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1370805.625000 Penalty: 4648.908203
	Iteration 36Q: 3 clusters Score -1370806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1370818.000000 Penalty: 4648.908203
	Iteration 37Q: 3 clusters Score -1370818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1370821.625000 Penalty: 4648.908203
	Iteration 38Q: 3 clusters Score -1370822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1370831.500000 Penalty: 4648.908203
	Iteration 39Q: 3 clusters Score -1370832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1370837.375000 Penalty: 4648.908203
	Iteration 40F: 3 clusters Score -1370837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1370838.250000 Penalty: 4648.908203
	Iteration 41Q: 3 clusters Score -1370838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1370841.500000 Penalty: 4648.908203
	Iteration 42Q: 3 clusters Score -1370842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1370842.125000 Penalty: 4648.908203
	Iteration 43Q: 3 clusters Score -1370842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1370843.000000 Penalty: 4648.908203
	Iteration 44Q: 3 clusters Score -1370843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1370845.125000 Penalty: 4648.908203
	Iteration 45Q: 3 clusters Score -1370845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1370847.500000 Penalty: 4648.908203
	Iteration 46Q: 3 clusters Score -1370848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1370848.625000 Penalty: 4648.908203
	Iteration 47Q: 3 clusters Score -1370849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1370850.000000 Penalty: 4648.908203
	Iteration 48Q: 3 clusters Score -1370850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1370857.375000 Penalty: 4648.908203
	Iteration 49Q: 3 clusters Score -1370857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1370863.750000 Penalty: 4648.908203
	Iteration 50Q: 3 clusters Score -1370864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1370869.750000 Penalty: 4648.908203
	Iteration 51Q: 3 clusters Score -1370870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1370873.125000 Penalty: 4648.908203
	Iteration 52Q: 3 clusters Score -1370873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1370875.125000 Penalty: 4648.908203
	Iteration 53Q: 3 clusters Score -1370875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1370875.000000 Penalty: 4648.908203
	Iteration 54Q: 3 clusters Score -1370875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1370876.750000 Penalty: 4648.908203
	Iteration 55Q: 3 clusters Score -1370877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1370876.750000 Penalty: 4648.908203
	Iteration 56F: 3 clusters Score -1370877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Entering Unmasked Estep 
Score: -2689526.250000 Penalty: 2494.566895
	Iteration 0F: 2 clusters Score -2689526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2673494.750000 Penalty: 4989.133789
	Iteration 0F: 3 clusters Score -2673495 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2686134.500000 Penalty: 4989.133789
	Iteration 1F: 3 clusters Score -2686134 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -2691946.750000 Penalty: 4989.133789
	Iteration 2F: 3 clusters Score -2691947 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2697286.000000 Penalty: 4989.133789
	Iteration 3F: 3 clusters Score -2697286 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2701835.750000 Penalty: 4989.133789
	Iteration 4F: 3 clusters Score -2701836 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2704432.250000 Penalty: 4989.133789
	Iteration 5Q: 3 clusters Score -2704432 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -2705545.750000 Penalty: 4989.133789
	Iteration 6Q: 3 clusters Score -2705546 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2705821.750000 Penalty: 4989.133789
	Iteration 7Q: 3 clusters Score -2705822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -2705852.000000 Penalty: 4989.133789
	Iteration 8Q: 3 clusters Score -2705852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -2705851.250000 Penalty: 4989.133789
	Iteration 9Q: 3 clusters Score -2705851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2705851.500000 Penalty: 4989.133789
	Iteration 10Q: 3 clusters Score -2705852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2705851.500000 Penalty: 4989.133789
	Iteration 11F: 3 clusters Score -2705852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 314568 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 67618 members 
Mstep: Class 4 contains 16974 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 201048 members 
Mstep: Class 7 contains 57683 members 
Mstep: Class 8 contains 8346 members 
Mstep: Class 9 contains 4386 members 
Mstep: Class 10 contains 4524 members 
Mstep: Class 11 contains 62954 members 
Mstep: Class 12 contains 2843 members 
Mstep: Class 13 contains 62818 members 
Mstep: Class 14 contains 13458 members 
Mstep: Class 15 contains 8400 members 
Mstep: Class 16 contains 56641 members 
Mstep: Class 17 contains 1242 members 
Mstep: Class 18 contains 263795 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 21 contains 4214 members 
Mstep: Class 22 contains 1673 members 
Mstep: Class 23 contains 2493 members 
Mstep: Class 24 contains 3529 members 
Mstep: Class 25 contains 20591 members 
Mstep: Class 26 contains 17826 members 
Mstep: Class 27 contains 4601 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 21686 members 
Entering Unmasked Estep 
Score: -147944160.000000 Penalty: 100940.453125
Splitting cluster 22 changes total score from -147898736.000000 to -147944160.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 314568 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 67618 members 
Mstep: Class 4 contains 16974 members 
Mstep: Class 5 contains 2188 members 
Mstep: Class 6 contains 201048 members 
Mstep: Class 7 contains 57683 members 
Mstep: Class 8 contains 8346 members 
Mstep: Class 9 contains 4386 members 
Mstep: Class 10 contains 4524 members 
Mstep: Class 11 contains 62954 members 
Mstep: Class 12 contains 2843 members 
Mstep: Class 13 contains 62818 members 
Mstep: Class 14 contains 13458 members 
Mstep: Class 15 contains 8400 members 
Mstep: Class 16 contains 56641 members 
Mstep: Class 18 contains 263795 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 11764 members 
Mstep: Class 22 contains 1673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147953840.000000 Penalty: 100940.453125
Iteration 39Q: 30 clusters Score -1.479538e+08 nChanged 24757
Entering Unmasked Mstep 
Mstep: Class 0 contains 947 members 
Mstep: Class 1 contains 314687 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 67083 members 
Mstep: Class 4 contains 17160 members 
Mstep: Class 5 contains 2042 members 
Mstep: Class 6 contains 200739 members 
Mstep: Class 7 contains 58747 members 
Mstep: Class 8 contains 8499 members 
Mstep: Class 9 contains 4421 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 63065 members 
Mstep: Class 12 contains 2850 members 
Mstep: Class 13 contains 64925 members 
Mstep: Class 14 contains 13486 members 
Mstep: Class 15 contains 8559 members 
Mstep: Class 16 contains 57390 members 
Mstep: Class 17 contains 1237 members 
Mstep: Class 18 contains 261931 members 
Mstep: Class 19 contains 524 members 
Mstep: Class 20 contains 11897 members 
Mstep: Class 21 contains 5010 members 
Mstep: Class 22 contains 1777 members 
Mstep: Class 23 contains 2458 members 
Mstep: Class 24 contains 3505 members 
Mstep: Class 25 contains 20256 members 
Mstep: Class 26 contains 15936 members 
Mstep: Class 27 contains 4618 members 
Mstep: Class 28 contains 4743 members 
Mstep: Class 29 contains 21079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147972944.000000 Penalty: 100940.453125
Iteration 40F: 30 clusters Score -1.479729e+08 nChanged 25129
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 313393 members 
Mstep: Class 2 contains 1476 members 
Mstep: Class 3 contains 66131 members 
Mstep: Class 4 contains 17283 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 197599 members 
Mstep: Class 7 contains 57513 members 
Mstep: Class 8 contains 8086 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 4472 members 
Mstep: Class 11 contains 62368 members 
Mstep: Class 12 contains 2845 members 
Mstep: Class 13 contains 66443 members 
Mstep: Class 14 contains 13188 members 
Mstep: Class 15 contains 8610 members 
Mstep: Class 16 contains 57429 members 
Mstep: Class 17 contains 1236 members 
Mstep: Class 18 contains 261403 members 
Mstep: Class 19 contains 604 members 
Mstep: Class 20 contains 12045 members 
Mstep: Class 21 contains 5942 members 
Mstep: Class 22 contains 1829 members 
Mstep: Class 23 contains 2566 members 
Mstep: Class 24 contains 3565 members 
Mstep: Class 25 contains 21755 members 
Mstep: Class 26 contains 16354 members 
Mstep: Class 27 contains 5171 members 
Mstep: Class 28 contains 5443 members 
Mstep: Class 29 contains 23628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147982528.000000 Penalty: 100940.453125
Iteration 41Q: 30 clusters Score -1.479825e+08 nChanged 18374
Entering Unmasked Mstep 
Mstep: Class 0 contains 858 members 
Mstep: Class 1 contains 312595 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 65409 members 
Mstep: Class 4 contains 17501 members 
Mstep: Class 5 contains 1846 members 
Mstep: Class 6 contains 195023 members 
Mstep: Class 7 contains 56871 members 
Mstep: Class 8 contains 7880 members 
Mstep: Class 9 contains 4409 members 
Mstep: Class 10 contains 4440 members 
Mstep: Class 11 contains 61765 members 
Mstep: Class 12 contains 2841 members 
Mstep: Class 13 contains 67686 members 
Mstep: Class 14 contains 12974 members 
Mstep: Class 15 contains 8694 members 
Mstep: Class 16 contains 57663 members 
Mstep: Class 17 contains 1235 members 
Mstep: Class 18 contains 260278 members 
Mstep: Class 19 contains 600 members 
Mstep: Class 20 contains 12114 members 
Mstep: Class 21 contains 6602 members 
Mstep: Class 22 contains 1865 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 22875 members 
Mstep: Class 26 contains 16666 members 
Mstep: Class 27 contains 5603 members 
Mstep: Class 28 contains 5928 members 
Mstep: Class 29 contains 25608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147986960.000000 Penalty: 100940.453125
Iteration 42Q: 30 clusters Score -1.47987e+08 nChanged 15552
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 312000 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 64870 members 
Mstep: Class 4 contains 17727 members 
Mstep: Class 5 contains 1809 members 
Mstep: Class 6 contains 192652 members 
Mstep: Class 7 contains 56546 members 
Mstep: Class 8 contains 7718 members 
Mstep: Class 9 contains 4417 members 
Mstep: Class 10 contains 4430 members 
Mstep: Class 11 contains 61290 members 
Mstep: Class 12 contains 2838 members 
Mstep: Class 13 contains 68718 members 
Mstep: Class 14 contains 12823 members 
Mstep: Class 15 contains 8766 members 
Mstep: Class 16 contains 57967 members 
Mstep: Class 17 contains 1233 members 
Mstep: Class 18 contains 259042 members 
Mstep: Class 19 contains 600 members 
Mstep: Class 20 contains 12191 members 
Mstep: Class 21 contains 7059 members 
Mstep: Class 22 contains 1890 members 
Mstep: Class 23 contains 2659 members 
Mstep: Class 24 contains 3720 members 
Mstep: Class 25 contains 23827 members 
Mstep: Class 26 contains 16884 members 
Mstep: Class 27 contains 6012 members 
Mstep: Class 28 contains 6308 members 
Mstep: Class 29 contains 27236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147990432.000000 Penalty: 100940.453125
Iteration 43Q: 30 clusters Score -1.479904e+08 nChanged 13737
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 311295 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 64442 members 
Mstep: Class 4 contains 17917 members 
Mstep: Class 5 contains 1785 members 
Mstep: Class 6 contains 190503 members 
Mstep: Class 7 contains 56419 members 
Mstep: Class 8 contains 7600 members 
Mstep: Class 9 contains 4429 members 
Mstep: Class 10 contains 4414 members 
Mstep: Class 11 contains 60980 members 
Mstep: Class 12 contains 2839 members 
Mstep: Class 13 contains 69595 members 
Mstep: Class 14 contains 12699 members 
Mstep: Class 15 contains 8818 members 
Mstep: Class 16 contains 58316 members 
Mstep: Class 17 contains 1233 members 
Mstep: Class 18 contains 257909 members 
Mstep: Class 19 contains 600 members 
Mstep: Class 20 contains 12233 members 
Mstep: Class 21 contains 7409 members 
Mstep: Class 22 contains 1911 members 
Mstep: Class 23 contains 2656 members 
Mstep: Class 24 contains 3828 members 
Mstep: Class 25 contains 24715 members 
Mstep: Class 26 contains 17072 members 
Mstep: Class 27 contains 6404 members 
Mstep: Class 28 contains 6610 members 
Mstep: Class 29 contains 28601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147993120.000000 Penalty: 100940.453125
Iteration 44Q: 30 clusters Score -1.479931e+08 nChanged 12402
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 310574 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 64113 members 
Mstep: Class 4 contains 18104 members 
Mstep: Class 5 contains 1779 members 
Mstep: Class 6 contains 188577 members 
Mstep: Class 7 contains 56269 members 
Mstep: Class 8 contains 7483 members 
Mstep: Class 9 contains 4452 members 
Mstep: Class 10 contains 4411 members 
Mstep: Class 11 contains 60815 members 
Mstep: Class 12 contains 2838 members 
Mstep: Class 13 contains 70322 members 
Mstep: Class 14 contains 12610 members 
Mstep: Class 15 contains 8857 members 
Mstep: Class 16 contains 58703 members 
Mstep: Class 17 contains 1233 members 
Mstep: Class 18 contains 256793 members 
Mstep: Class 19 contains 598 members 
Mstep: Class 20 contains 12262 members 
Mstep: Class 21 contains 7654 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2658 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 25632 members 
Mstep: Class 26 contains 17182 members 
Mstep: Class 27 contains 6746 members 
Mstep: Class 28 contains 6871 members 
Mstep: Class 29 contains 29838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147995952.000000 Penalty: 100940.453125
Iteration 45Q: 30 clusters Score -1.47996e+08 nChanged 11143
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 309798 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 63857 members 
Mstep: Class 4 contains 18248 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 186849 members 
Mstep: Class 7 contains 56153 members 
Mstep: Class 8 contains 7367 members 
Mstep: Class 9 contains 4461 members 
Mstep: Class 10 contains 4416 members 
Mstep: Class 11 contains 60806 members 
Mstep: Class 12 contains 2834 members 
Mstep: Class 13 contains 70953 members 
Mstep: Class 14 contains 12534 members 
Mstep: Class 15 contains 8886 members 
Mstep: Class 16 contains 59075 members 
Mstep: Class 17 contains 1233 members 
Mstep: Class 18 contains 255791 members 
Mstep: Class 19 contains 598 members 
Mstep: Class 20 contains 12242 members 
Mstep: Class 21 contains 7848 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 2664 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 26503 members 
Mstep: Class 26 contains 17266 members 
Mstep: Class 27 contains 7053 members 
Mstep: Class 28 contains 7101 members 
Mstep: Class 29 contains 30940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147998352.000000 Penalty: 100940.453125
Iteration 46Q: 30 clusters Score -1.479984e+08 nChanged 10065
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 309048 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 63633 members 
Mstep: Class 4 contains 18366 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 185361 members 
Mstep: Class 7 contains 56007 members 
Mstep: Class 8 contains 7249 members 
Mstep: Class 9 contains 4470 members 
Mstep: Class 10 contains 4429 members 
Mstep: Class 11 contains 60926 members 
Mstep: Class 12 contains 2835 members 
Mstep: Class 13 contains 71468 members 
Mstep: Class 14 contains 12463 members 
Mstep: Class 15 contains 8909 members 
Mstep: Class 16 contains 59414 members 
Mstep: Class 17 contains 1233 members 
Mstep: Class 18 contains 254828 members 
Mstep: Class 19 contains 597 members 
Mstep: Class 20 contains 12235 members 
Mstep: Class 21 contains 7982 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2668 members 
Mstep: Class 24 contains 4185 members 
Mstep: Class 25 contains 27356 members 
Mstep: Class 26 contains 17310 members 
Mstep: Class 27 contains 7359 members 
Mstep: Class 28 contains 7288 members 
Mstep: Class 29 contains 31913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148000880.000000 Penalty: 100940.453125
Iteration 47Q: 30 clusters Score -1.480009e+08 nChanged 9307
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 308415 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 63431 members 
Mstep: Class 4 contains 18476 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 183890 members 
Mstep: Class 7 contains 55886 members 
Mstep: Class 8 contains 7152 members 
Mstep: Class 9 contains 4479 members 
Mstep: Class 10 contains 4437 members 
Mstep: Class 11 contains 60984 members 
Mstep: Class 12 contains 2834 members 
Mstep: Class 13 contains 71945 members 
Mstep: Class 14 contains 12398 members 
Mstep: Class 15 contains 8923 members 
Mstep: Class 16 contains 59851 members 
Mstep: Class 17 contains 1233 members 
Mstep: Class 18 contains 253947 members 
Mstep: Class 19 contains 596 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 8078 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2661 members 
Mstep: Class 24 contains 4290 members 
Mstep: Class 25 contains 28176 members 
Mstep: Class 26 contains 17288 members 
Mstep: Class 27 contains 7655 members 
Mstep: Class 28 contains 7451 members 
Mstep: Class 29 contains 32841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148001936.000000 Penalty: 100940.453125
Iteration 48Q: 30 clusters Score -1.480019e+08 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 307766 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 63266 members 
Mstep: Class 4 contains 18550 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182536 members 
Mstep: Class 7 contains 55705 members 
Mstep: Class 8 contains 7068 members 
Mstep: Class 9 contains 4485 members 
Mstep: Class 10 contains 4441 members 
Mstep: Class 11 contains 61117 members 
Mstep: Class 12 contains 2833 members 
Mstep: Class 13 contains 72409 members 
Mstep: Class 14 contains 12344 members 
Mstep: Class 15 contains 8934 members 
Mstep: Class 16 contains 60313 members 
Mstep: Class 17 contains 1233 members 
Mstep: Class 18 contains 253181 members 
Mstep: Class 19 contains 596 members 
Mstep: Class 20 contains 12184 members 
Mstep: Class 21 contains 8156 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 2656 members 
Mstep: Class 24 contains 4371 members 
Mstep: Class 25 contains 28932 members 
Mstep: Class 26 contains 17211 members 
Mstep: Class 27 contains 7917 members 
Mstep: Class 28 contains 7610 members 
Mstep: Class 29 contains 33719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148002384.000000 Penalty: 100940.453125
Iteration 49Q: 30 clusters Score -1.480024e+08 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 307028 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 63140 members 
Mstep: Class 4 contains 18626 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181366 members 
Mstep: Class 7 contains 55513 members 
Mstep: Class 8 contains 6994 members 
Mstep: Class 9 contains 4488 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 61260 members 
Mstep: Class 12 contains 2833 members 
Mstep: Class 13 contains 72826 members 
Mstep: Class 14 contains 12303 members 
Mstep: Class 15 contains 8947 members 
Mstep: Class 16 contains 60760 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 252492 members 
Mstep: Class 19 contains 596 members 
Mstep: Class 20 contains 12169 members 
Mstep: Class 21 contains 8197 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2659 members 
Mstep: Class 24 contains 4466 members 
Mstep: Class 25 contains 29660 members 
Mstep: Class 26 contains 17106 members 
Mstep: Class 27 contains 8172 members 
Mstep: Class 28 contains 7727 members 
Mstep: Class 29 contains 34521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148003920.000000 Penalty: 100940.453125
Iteration 50Q: 30 clusters Score -1.480039e+08 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 306194 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 63037 members 
Mstep: Class 4 contains 18683 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 180342 members 
Mstep: Class 7 contains 55367 members 
Mstep: Class 8 contains 6934 members 
Mstep: Class 9 contains 4495 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 61392 members 
Mstep: Class 12 contains 2825 members 
Mstep: Class 13 contains 73210 members 
Mstep: Class 14 contains 12257 members 
Mstep: Class 15 contains 8966 members 
Mstep: Class 16 contains 61190 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 251947 members 
Mstep: Class 19 contains 596 members 
Mstep: Class 20 contains 12154 members 
Mstep: Class 21 contains 8211 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2654 members 
Mstep: Class 24 contains 4558 members 
Mstep: Class 25 contains 30303 members 
Mstep: Class 26 contains 16980 members 
Mstep: Class 27 contains 8417 members 
Mstep: Class 28 contains 7811 members 
Mstep: Class 29 contains 35313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148004656.000000 Penalty: 100940.453125
Iteration 51Q: 30 clusters Score -1.480047e+08 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 305339 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 62927 members 
Mstep: Class 4 contains 18723 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 179322 members 
Mstep: Class 7 contains 55266 members 
Mstep: Class 8 contains 6879 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 4474 members 
Mstep: Class 11 contains 61495 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 73604 members 
Mstep: Class 14 contains 12228 members 
Mstep: Class 15 contains 8976 members 
Mstep: Class 16 contains 61644 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 251456 members 
Mstep: Class 19 contains 596 members 
Mstep: Class 20 contains 12163 members 
Mstep: Class 21 contains 8215 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 4630 members 
Mstep: Class 25 contains 30913 members 
Mstep: Class 26 contains 16820 members 
Mstep: Class 27 contains 8647 members 
Mstep: Class 28 contains 7877 members 
Mstep: Class 29 contains 36137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148005920.000000 Penalty: 100940.453125
Iteration 52Q: 30 clusters Score -1.480059e+08 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 304459 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 62833 members 
Mstep: Class 4 contains 18755 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 178365 members 
Mstep: Class 7 contains 55100 members 
Mstep: Class 8 contains 6835 members 
Mstep: Class 9 contains 4506 members 
Mstep: Class 10 contains 4482 members 
Mstep: Class 11 contains 61607 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 13 contains 73939 members 
Mstep: Class 14 contains 12208 members 
Mstep: Class 15 contains 8983 members 
Mstep: Class 16 contains 62045 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 251142 members 
Mstep: Class 19 contains 596 members 
Mstep: Class 20 contains 12166 members 
Mstep: Class 21 contains 8212 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 2652 members 
Mstep: Class 24 contains 4700 members 
Mstep: Class 25 contains 31511 members 
Mstep: Class 26 contains 16652 members 
Mstep: Class 27 contains 8860 members 
Mstep: Class 28 contains 7939 members 
Mstep: Class 29 contains 36933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148006688.000000 Penalty: 100940.453125
Iteration 53Q: 30 clusters Score -1.480067e+08 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 303624 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 62748 members 
Mstep: Class 4 contains 18753 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 177529 members 
Mstep: Class 7 contains 54972 members 
Mstep: Class 8 contains 6800 members 
Mstep: Class 9 contains 4509 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 61704 members 
Mstep: Class 12 contains 2819 members 
Mstep: Class 13 contains 74242 members 
Mstep: Class 14 contains 12197 members 
Mstep: Class 15 contains 8988 members 
Mstep: Class 16 contains 62417 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 250917 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 12156 members 
Mstep: Class 21 contains 8195 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 2648 members 
Mstep: Class 24 contains 4757 members 
Mstep: Class 25 contains 32078 members 
Mstep: Class 26 contains 16464 members 
Mstep: Class 27 contains 9042 members 
Mstep: Class 28 contains 7977 members 
Mstep: Class 29 contains 37682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148006976.000000 Penalty: 100940.453125
Iteration 54Q: 30 clusters Score -1.48007e+08 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 302879 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 62661 members 
Mstep: Class 4 contains 18756 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 176796 members 
Mstep: Class 7 contains 54841 members 
Mstep: Class 8 contains 6766 members 
Mstep: Class 9 contains 4512 members 
Mstep: Class 10 contains 4489 members 
Mstep: Class 11 contains 61765 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 13 contains 74483 members 
Mstep: Class 14 contains 12187 members 
Mstep: Class 15 contains 8992 members 
Mstep: Class 16 contains 62776 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 250724 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 12148 members 
Mstep: Class 21 contains 8188 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2643 members 
Mstep: Class 24 contains 4818 members 
Mstep: Class 25 contains 32581 members 
Mstep: Class 26 contains 16269 members 
Mstep: Class 27 contains 9233 members 
Mstep: Class 28 contains 8031 members 
Mstep: Class 29 contains 38349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148007904.000000 Penalty: 100940.453125
Iteration 55Q: 30 clusters Score -1.480079e+08 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 302119 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 62596 members 
Mstep: Class 4 contains 18782 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 176122 members 
Mstep: Class 7 contains 54717 members 
Mstep: Class 8 contains 6729 members 
Mstep: Class 9 contains 4514 members 
Mstep: Class 10 contains 4493 members 
Mstep: Class 11 contains 61786 members 
Mstep: Class 12 contains 2815 members 
Mstep: Class 13 contains 74735 members 
Mstep: Class 14 contains 12177 members 
Mstep: Class 15 contains 8994 members 
Mstep: Class 16 contains 63143 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 250585 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 12136 members 
Mstep: Class 21 contains 8142 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2643 members 
Mstep: Class 24 contains 4870 members 
Mstep: Class 25 contains 33034 members 
Mstep: Class 26 contains 16060 members 
Mstep: Class 27 contains 9424 members 
Mstep: Class 28 contains 8087 members 
Mstep: Class 29 contains 39002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148008144.000000 Penalty: 100940.453125
Iteration 56Q: 30 clusters Score -1.480081e+08 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 301263 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 62519 members 
Mstep: Class 4 contains 18800 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 175508 members 
Mstep: Class 7 contains 54615 members 
Mstep: Class 8 contains 6697 members 
Mstep: Class 9 contains 4516 members 
Mstep: Class 10 contains 4496 members 
Mstep: Class 11 contains 61819 members 
Mstep: Class 12 contains 2811 members 
Mstep: Class 13 contains 74993 members 
Mstep: Class 14 contains 12164 members 
Mstep: Class 15 contains 8998 members 
Mstep: Class 16 contains 63466 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 250541 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 12141 members 
Mstep: Class 21 contains 8117 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2645 members 
Mstep: Class 24 contains 4915 members 
Mstep: Class 25 contains 33445 members 
Mstep: Class 26 contains 15870 members 
Mstep: Class 27 contains 9629 members 
Mstep: Class 28 contains 8132 members 
Mstep: Class 29 contains 39605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148008992.000000 Penalty: 100940.453125
Iteration 57Q: 30 clusters Score -1.48009e+08 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 300379 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 62445 members 
Mstep: Class 4 contains 18828 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 174943 members 
Mstep: Class 7 contains 54519 members 
Mstep: Class 8 contains 6668 members 
Mstep: Class 9 contains 4521 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 61854 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 75248 members 
Mstep: Class 14 contains 12152 members 
Mstep: Class 15 contains 9002 members 
Mstep: Class 16 contains 63764 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 250570 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 12151 members 
Mstep: Class 21 contains 8091 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2644 members 
Mstep: Class 24 contains 4960 members 
Mstep: Class 25 contains 33802 members 
Mstep: Class 26 contains 15678 members 
Mstep: Class 27 contains 9839 members 
Mstep: Class 28 contains 8166 members 
Mstep: Class 29 contains 40170 members 
Entering Unmasked Estep 
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Iteration 58Q: 30 clusters Score -1.480093e+08 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 299529 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 62369 members 
Mstep: Class 4 contains 18862 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 174455 members 
Mstep: Class 7 contains 54437 members 
Mstep: Class 8 contains 6656 members 
Mstep: Class 9 contains 4528 members 
Mstep: Class 10 contains 4510 members 
Mstep: Class 11 contains 61905 members 
Mstep: Class 12 contains 2807 members 
Mstep: Class 13 contains 75512 members 
Mstep: Class 14 contains 12144 members 
Mstep: Class 15 contains 9008 members 
Mstep: Class 16 contains 64037 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 250512 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 12166 members 
Mstep: Class 21 contains 8055 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 2641 members 
Mstep: Class 24 contains 4993 members 
Mstep: Class 25 contains 34091 members 
Mstep: Class 26 contains 15527 members 
Mstep: Class 27 contains 10051 members 
Mstep: Class 28 contains 8201 members 
Mstep: Class 29 contains 40708 members 
Entering Unmasked Estep 
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Iteration 59Q: 30 clusters Score -1.480092e+08 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 298681 members 
Mstep: Class 2 contains 1477 members 
Mstep: Class 3 contains 62301 members 
Mstep: Class 4 contains 18869 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 174055 members 
Mstep: Class 7 contains 54350 members 
Mstep: Class 8 contains 6637 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 10 contains 4516 members 
Mstep: Class 11 contains 61930 members 
Mstep: Class 12 contains 2804 members 
Mstep: Class 13 contains 75791 members 
Mstep: Class 14 contains 12135 members 
Mstep: Class 15 contains 9018 members 
Mstep: Class 16 contains 64296 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 250502 members 
Mstep: Class 19 contains 595 members 
Mstep: Class 20 contains 12183 members 
Mstep: Class 21 contains 8037 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 2641 members 
Mstep: Class 24 contains 5025 members 
Mstep: Class 25 contains 34358 members 
Mstep: Class 26 contains 15380 members 
Mstep: Class 27 contains 10248 members 
Mstep: Class 28 contains 8232 members 
Mstep: Class 29 contains 41184 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 30 clusters Score -1.480103e+08 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 833 members 
Mstep: Class 1 contains 297911 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 62235 members 
Mstep: Class 4 contains 18894 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 173682 members 
Mstep: Class 7 contains 54246 members 
Mstep: Class 8 contains 6608 members 
Mstep: Class 9 contains 4534 members 
Mstep: Class 10 contains 4525 members 
Mstep: Class 11 contains 61938 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 76081 members 
Mstep: Class 14 contains 12125 members 
Mstep: Class 15 contains 9025 members 
Mstep: Class 16 contains 64560 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 250427 members 
Mstep: Class 19 contains 604 members 
Mstep: Class 20 contains 12189 members 
Mstep: Class 21 contains 8035 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 5062 members 
Mstep: Class 25 contains 34610 members 
Mstep: Class 26 contains 15241 members 
Mstep: Class 27 contains 10438 members 
Mstep: Class 28 contains 8274 members 
Mstep: Class 29 contains 41624 members 
Entering Unmasked Estep 
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Iteration 61Q: 30 clusters Score -1.480114e+08 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 297219 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 62194 members 
Mstep: Class 4 contains 18909 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 173345 members 
Mstep: Class 7 contains 54177 members 
Mstep: Class 8 contains 6581 members 
Mstep: Class 9 contains 4537 members 
Mstep: Class 10 contains 4527 members 
Mstep: Class 11 contains 61956 members 
Mstep: Class 12 contains 2797 members 
Mstep: Class 13 contains 76351 members 
Mstep: Class 14 contains 12120 members 
Mstep: Class 15 contains 9025 members 
Mstep: Class 16 contains 64829 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 250303 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12191 members 
Mstep: Class 21 contains 8023 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 5104 members 
Mstep: Class 25 contains 34826 members 
Mstep: Class 26 contains 15103 members 
Mstep: Class 27 contains 10610 members 
Mstep: Class 28 contains 8311 members 
Mstep: Class 29 contains 42033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148011568.000000 Penalty: 100940.453125
Iteration 62Q: 30 clusters Score -1.480116e+08 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 296612 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 62147 members 
Mstep: Class 4 contains 18907 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 173119 members 
Mstep: Class 7 contains 54099 members 
Mstep: Class 8 contains 6555 members 
Mstep: Class 9 contains 4543 members 
Mstep: Class 10 contains 4530 members 
Mstep: Class 11 contains 61952 members 
Mstep: Class 12 contains 2797 members 
Mstep: Class 13 contains 76571 members 
Mstep: Class 14 contains 12120 members 
Mstep: Class 15 contains 9026 members 
Mstep: Class 16 contains 65059 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 250175 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12195 members 
Mstep: Class 21 contains 8027 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2634 members 
Mstep: Class 24 contains 5144 members 
Mstep: Class 25 contains 34983 members 
Mstep: Class 26 contains 14982 members 
Mstep: Class 27 contains 10775 members 
Mstep: Class 28 contains 8353 members 
Mstep: Class 29 contains 42402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148011072.000000 Penalty: 100940.453125
Iteration 63Q: 30 clusters Score -1.480111e+08 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 296072 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 62100 members 
Mstep: Class 4 contains 18907 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 172932 members 
Mstep: Class 7 contains 54027 members 
Mstep: Class 8 contains 6542 members 
Mstep: Class 9 contains 4545 members 
Mstep: Class 10 contains 4529 members 
Mstep: Class 11 contains 61969 members 
Mstep: Class 12 contains 2795 members 
Mstep: Class 13 contains 76768 members 
Mstep: Class 14 contains 12121 members 
Mstep: Class 15 contains 9027 members 
Mstep: Class 16 contains 65282 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 250038 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12189 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2631 members 
Mstep: Class 24 contains 5184 members 
Mstep: Class 25 contains 35114 members 
Mstep: Class 26 contains 14849 members 
Mstep: Class 27 contains 10923 members 
Mstep: Class 28 contains 8381 members 
Mstep: Class 29 contains 42746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148010800.000000 Penalty: 100940.453125
Iteration 64Q: 30 clusters Score -1.480108e+08 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 295483 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 62065 members 
Mstep: Class 4 contains 18914 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 172736 members 
Mstep: Class 7 contains 53973 members 
Mstep: Class 8 contains 6530 members 
Mstep: Class 9 contains 4548 members 
Mstep: Class 10 contains 4529 members 
Mstep: Class 11 contains 61994 members 
Mstep: Class 12 contains 2796 members 
Mstep: Class 13 contains 76976 members 
Mstep: Class 14 contains 12118 members 
Mstep: Class 15 contains 9029 members 
Mstep: Class 16 contains 65472 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 249931 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12176 members 
Mstep: Class 21 contains 8048 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2629 members 
Mstep: Class 24 contains 5222 members 
Mstep: Class 25 contains 35228 members 
Mstep: Class 26 contains 14730 members 
Mstep: Class 27 contains 11071 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 43096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148011072.000000 Penalty: 100940.453125
Iteration 65Q: 30 clusters Score -1.480111e+08 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 294905 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 62048 members 
Mstep: Class 4 contains 18922 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 172555 members 
Mstep: Class 7 contains 53956 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 4550 members 
Mstep: Class 10 contains 4534 members 
Mstep: Class 11 contains 62029 members 
Mstep: Class 12 contains 2796 members 
Mstep: Class 13 contains 77225 members 
Mstep: Class 14 contains 12117 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65634 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 249818 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12168 members 
Mstep: Class 21 contains 8047 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2629 members 
Mstep: Class 24 contains 5258 members 
Mstep: Class 25 contains 35330 members 
Mstep: Class 26 contains 14630 members 
Mstep: Class 27 contains 11198 members 
Mstep: Class 28 contains 8425 members 
Mstep: Class 29 contains 43381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148011328.000000 Penalty: 100940.453125
Iteration 66Q: 30 clusters Score -1.480113e+08 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 294273 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 62032 members 
Mstep: Class 4 contains 18926 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 172451 members 
Mstep: Class 7 contains 53960 members 
Mstep: Class 8 contains 6512 members 
Mstep: Class 9 contains 4552 members 
Mstep: Class 10 contains 4536 members 
Mstep: Class 11 contains 62040 members 
Mstep: Class 12 contains 2796 members 
Mstep: Class 13 contains 77475 members 
Mstep: Class 14 contains 12117 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65779 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 249776 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12164 members 
Mstep: Class 21 contains 8048 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 2630 members 
Mstep: Class 24 contains 5292 members 
Mstep: Class 25 contains 35409 members 
Mstep: Class 26 contains 14508 members 
Mstep: Class 27 contains 11316 members 
Mstep: Class 28 contains 8439 members 
Mstep: Class 29 contains 43644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148011424.000000 Penalty: 100940.453125
Iteration 67Q: 30 clusters Score -1.480114e+08 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 293667 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 62026 members 
Mstep: Class 4 contains 18927 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 172365 members 
Mstep: Class 7 contains 53963 members 
Mstep: Class 8 contains 6495 members 
Mstep: Class 9 contains 4558 members 
Mstep: Class 10 contains 4536 members 
Mstep: Class 11 contains 62060 members 
Mstep: Class 12 contains 2794 members 
Mstep: Class 13 contains 77717 members 
Mstep: Class 14 contains 12118 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65929 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 249726 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12158 members 
Mstep: Class 21 contains 8048 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 2629 members 
Mstep: Class 24 contains 5325 members 
Mstep: Class 25 contains 35478 members 
Mstep: Class 26 contains 14406 members 
Mstep: Class 27 contains 11415 members 
Mstep: Class 28 contains 8452 members 
Mstep: Class 29 contains 43883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148011920.000000 Penalty: 100940.453125
Iteration 68Q: 30 clusters Score -1.480119e+08 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 293056 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 62016 members 
Mstep: Class 4 contains 18918 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 172258 members 
Mstep: Class 7 contains 53983 members 
Mstep: Class 8 contains 6479 members 
Mstep: Class 9 contains 4561 members 
Mstep: Class 10 contains 4537 members 
Mstep: Class 11 contains 62068 members 
Mstep: Class 12 contains 2790 members 
Mstep: Class 13 contains 77953 members 
Mstep: Class 14 contains 12118 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 66095 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 249706 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12148 members 
Mstep: Class 21 contains 8057 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 5363 members 
Mstep: Class 25 contains 35541 members 
Mstep: Class 26 contains 14304 members 
Mstep: Class 27 contains 11519 members 
Mstep: Class 28 contains 8460 members 
Mstep: Class 29 contains 44119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148011632.000000 Penalty: 100940.453125
Iteration 69Q: 30 clusters Score -1.480116e+08 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 292494 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 62002 members 
Mstep: Class 4 contains 18933 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 172183 members 
Mstep: Class 7 contains 53997 members 
Mstep: Class 8 contains 6469 members 
Mstep: Class 9 contains 4564 members 
Mstep: Class 10 contains 4539 members 
Mstep: Class 11 contains 62083 members 
Mstep: Class 12 contains 2784 members 
Mstep: Class 13 contains 78161 members 
Mstep: Class 14 contains 12116 members 
Mstep: Class 15 contains 9033 members 
Mstep: Class 16 contains 66223 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 249671 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12137 members 
Mstep: Class 21 contains 8060 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 5406 members 
Mstep: Class 25 contains 35609 members 
Mstep: Class 26 contains 14189 members 
Mstep: Class 27 contains 11624 members 
Mstep: Class 28 contains 8465 members 
Mstep: Class 29 contains 44339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148011488.000000 Penalty: 100940.453125
Iteration 70Q: 30 clusters Score -1.480115e+08 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 291892 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 61996 members 
Mstep: Class 4 contains 18935 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 172141 members 
Mstep: Class 7 contains 54017 members 
Mstep: Class 8 contains 6452 members 
Mstep: Class 9 contains 4566 members 
Mstep: Class 10 contains 4541 members 
Mstep: Class 11 contains 62114 members 
Mstep: Class 12 contains 2782 members 
Mstep: Class 13 contains 78374 members 
Mstep: Class 14 contains 12113 members 
Mstep: Class 15 contains 9037 members 
Mstep: Class 16 contains 66380 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 249658 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12120 members 
Mstep: Class 21 contains 8051 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 5455 members 
Mstep: Class 25 contains 35666 members 
Mstep: Class 26 contains 14051 members 
Mstep: Class 27 contains 11733 members 
Mstep: Class 28 contains 8483 members 
Mstep: Class 29 contains 44526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148011888.000000 Penalty: 100940.453125
Iteration 71Q: 30 clusters Score -1.480119e+08 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 291344 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 61993 members 
Mstep: Class 4 contains 18922 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 172133 members 
Mstep: Class 7 contains 54022 members 
Mstep: Class 8 contains 6441 members 
Mstep: Class 9 contains 4567 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 62129 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 78576 members 
Mstep: Class 14 contains 12108 members 
Mstep: Class 15 contains 9041 members 
Mstep: Class 16 contains 66515 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 249604 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12109 members 
Mstep: Class 21 contains 8045 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 5504 members 
Mstep: Class 25 contains 35727 members 
Mstep: Class 26 contains 13912 members 
Mstep: Class 27 contains 11851 members 
Mstep: Class 28 contains 8495 members 
Mstep: Class 29 contains 44720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148012048.000000 Penalty: 100940.453125
Iteration 72Q: 30 clusters Score -1.48012e+08 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 290912 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 61985 members 
Mstep: Class 4 contains 18917 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 172207 members 
Mstep: Class 7 contains 54024 members 
Mstep: Class 8 contains 6430 members 
Mstep: Class 9 contains 4568 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 62135 members 
Mstep: Class 12 contains 2778 members 
Mstep: Class 13 contains 78744 members 
Mstep: Class 14 contains 12103 members 
Mstep: Class 15 contains 9046 members 
Mstep: Class 16 contains 66639 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 249480 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12106 members 
Mstep: Class 21 contains 8041 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 2624 members 
Mstep: Class 24 contains 5542 members 
Mstep: Class 25 contains 35776 members 
Mstep: Class 26 contains 13748 members 
Mstep: Class 27 contains 11968 members 
Mstep: Class 28 contains 8502 members 
Mstep: Class 29 contains 44889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148011952.000000 Penalty: 100940.453125
Iteration 73Q: 30 clusters Score -1.48012e+08 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 290478 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 61967 members 
Mstep: Class 4 contains 18920 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 172292 members 
Mstep: Class 7 contains 54049 members 
Mstep: Class 8 contains 6419 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 62114 members 
Mstep: Class 12 contains 2778 members 
Mstep: Class 13 contains 78917 members 
Mstep: Class 14 contains 12103 members 
Mstep: Class 15 contains 9047 members 
Mstep: Class 16 contains 66737 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 249411 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12107 members 
Mstep: Class 21 contains 8040 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 35811 members 
Mstep: Class 26 contains 13574 members 
Mstep: Class 27 contains 12070 members 
Mstep: Class 28 contains 8505 members 
Mstep: Class 29 contains 45057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148012288.000000 Penalty: 100940.453125
Iteration 74Q: 30 clusters Score -1.480123e+08 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 290065 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 61955 members 
Mstep: Class 4 contains 18917 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 172389 members 
Mstep: Class 7 contains 54049 members 
Mstep: Class 8 contains 6408 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 4543 members 
Mstep: Class 11 contains 62116 members 
Mstep: Class 12 contains 2777 members 
Mstep: Class 13 contains 79107 members 
Mstep: Class 14 contains 12102 members 
Mstep: Class 15 contains 9048 members 
Mstep: Class 16 contains 66839 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 249307 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12100 members 
Mstep: Class 21 contains 8041 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 5615 members 
Mstep: Class 25 contains 35843 members 
Mstep: Class 26 contains 13394 members 
Mstep: Class 27 contains 12158 members 
Mstep: Class 28 contains 8507 members 
Mstep: Class 29 contains 45234 members 
Entering Unmasked Estep 
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Iteration 75Q: 30 clusters Score -1.480118e+08 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 289680 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 61952 members 
Mstep: Class 4 contains 18916 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 172495 members 
Mstep: Class 7 contains 54048 members 
Mstep: Class 8 contains 6403 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 4543 members 
Mstep: Class 11 contains 62121 members 
Mstep: Class 12 contains 2776 members 
Mstep: Class 13 contains 79290 members 
Mstep: Class 14 contains 12104 members 
Mstep: Class 15 contains 9048 members 
Mstep: Class 16 contains 66926 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 249256 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12092 members 
Mstep: Class 21 contains 8036 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 5649 members 
Mstep: Class 25 contains 35873 members 
Mstep: Class 26 contains 13181 members 
Mstep: Class 27 contains 12229 members 
Mstep: Class 28 contains 8508 members 
Mstep: Class 29 contains 45388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148012000.000000 Penalty: 100940.453125
Iteration 76Q: 30 clusters Score -1.48012e+08 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 289199 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 61954 members 
Mstep: Class 4 contains 18915 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 172690 members 
Mstep: Class 7 contains 54036 members 
Mstep: Class 8 contains 6401 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 62131 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 79477 members 
Mstep: Class 14 contains 12103 members 
Mstep: Class 15 contains 9048 members 
Mstep: Class 16 contains 66995 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 249253 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12086 members 
Mstep: Class 21 contains 8032 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 5675 members 
Mstep: Class 25 contains 35902 members 
Mstep: Class 26 contains 12957 members 
Mstep: Class 27 contains 12286 members 
Mstep: Class 28 contains 8511 members 
Mstep: Class 29 contains 45547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148012496.000000 Penalty: 100940.453125
Iteration 77Q: 30 clusters Score -1.480125e+08 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 288736 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 61956 members 
Mstep: Class 4 contains 18918 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 172950 members 
Mstep: Class 7 contains 54014 members 
Mstep: Class 8 contains 6395 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 4541 members 
Mstep: Class 11 contains 62133 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 79657 members 
Mstep: Class 14 contains 12102 members 
Mstep: Class 15 contains 9048 members 
Mstep: Class 16 contains 67076 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 249244 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12076 members 
Mstep: Class 21 contains 8027 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 5702 members 
Mstep: Class 25 contains 35915 members 
Mstep: Class 26 contains 12713 members 
Mstep: Class 27 contains 12344 members 
Mstep: Class 28 contains 8514 members 
Mstep: Class 29 contains 45680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148013008.000000 Penalty: 100940.453125
Iteration 78Q: 30 clusters Score -1.48013e+08 nChanged 2741
Entering ConstructFrom: 
Score: -148013008.000000 Penalty: 100940.453125
Entering ConstructFrom: 
Trying to split cluster 1 (288212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288212 members 
Entering Unmasked Estep 
Score: -35378016.000000 Penalty: 3117.719971
	Iteration 0F: 2 clusters Score -3.537802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144327 members 
Mstep: Class 2 contains 143885 members 
Entering Unmasked Estep 
Score: -35204988.000000 Penalty: 6235.439941
	Iteration 0F: 3 clusters Score -3.520499e+07 nChanged 139698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148489 members 
Mstep: Class 2 contains 139723 members 
Entering Unmasked Estep 
Score: -35287964.000000 Penalty: 6235.439941
	Iteration 1F: 3 clusters Score -3.528796e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152398 members 
Mstep: Class 2 contains 135814 members 
Entering Unmasked Estep 
Score: -35290488.000000 Penalty: 6235.439941
	Iteration 2Q: 3 clusters Score -3.529049e+07 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158567 members 
Mstep: Class 2 contains 129645 members 
Entering Unmasked Estep 
Score: -35294512.000000 Penalty: 6235.439941
	Iteration 3Q: 3 clusters Score -3.529451e+07 nChanged 14280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167741 members 
Mstep: Class 2 contains 120471 members 
Entering Unmasked Estep 
Score: -35301260.000000 Penalty: 6235.439941
	Iteration 4Q: 3 clusters Score -3.530126e+07 nChanged 17978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180597 members 
Mstep: Class 2 contains 107615 members 
Entering Unmasked Estep 
Score: -35311624.000000 Penalty: 6235.439941
	Iteration 5F: 3 clusters Score -3.531162e+07 nChanged 20924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196429 members 
Mstep: Class 2 contains 91783 members 
Entering Unmasked Estep 
Score: -35326384.000000 Penalty: 6235.439941
	Iteration 6F: 3 clusters Score -3.532638e+07 nChanged 21413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212872 members 
Mstep: Class 2 contains 75340 members 
Entering Unmasked Estep 
Score: -35342768.000000 Penalty: 6235.439941
	Iteration 7F: 3 clusters Score -3.534277e+07 nChanged 18125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226357 members 
Mstep: Class 2 contains 61855 members 
Entering Unmasked Estep 
Score: -35357008.000000 Penalty: 6235.439941
	Iteration 8F: 3 clusters Score -3.535701e+07 nChanged 13156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235267 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -35366056.000000 Penalty: 6235.439941
	Iteration 9Q: 3 clusters Score -3.536606e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241274 members 
Mstep: Class 2 contains 46938 members 
Entering Unmasked Estep 
Score: -35370500.000000 Penalty: 6235.439941
	Iteration 10Q: 3 clusters Score -3.53705e+07 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245722 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -35373528.000000 Penalty: 6235.439941
	Iteration 11Q: 3 clusters Score -3.537353e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249738 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -35375192.000000 Penalty: 6235.439941
	Iteration 12Q: 3 clusters Score -3.537519e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253475 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -35376336.000000 Penalty: 6235.439941
	Iteration 13Q: 3 clusters Score -3.537634e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256812 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -35377212.000000 Penalty: 6235.439941
	Iteration 14Q: 3 clusters Score -3.537721e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259760 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -35377748.000000 Penalty: 6235.439941
	Iteration 15Q: 3 clusters Score -3.537775e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262371 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -35378188.000000 Penalty: 6235.439941
	Iteration 16Q: 3 clusters Score -3.537819e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264788 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -35378404.000000 Penalty: 6235.439941
	Iteration 17Q: 3 clusters Score -3.53784e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266986 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -35378568.000000 Penalty: 6235.439941
	Iteration 18Q: 3 clusters Score -3.537857e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268988 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -35378628.000000 Penalty: 6235.439941
	Iteration 19Q: 3 clusters Score -3.537863e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270733 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -35378544.000000 Penalty: 6235.439941
	Iteration 20F: 3 clusters Score -3.537854e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272353 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -35378480.000000 Penalty: 6235.439941
	Iteration 21Q: 3 clusters Score -3.537848e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273805 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -35378624.000000 Penalty: 6235.439941
	Iteration 22Q: 3 clusters Score -3.537862e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275123 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -35378572.000000 Penalty: 6235.439941
	Iteration 23Q: 3 clusters Score -3.537857e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276284 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -35378572.000000 Penalty: 6235.439941
	Iteration 24Q: 3 clusters Score -3.537857e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277349 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -35378368.000000 Penalty: 6235.439941
	Iteration 25Q: 3 clusters Score -3.537837e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278311 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -35378264.000000 Penalty: 6235.439941
	Iteration 26Q: 3 clusters Score -3.537826e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279202 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -35378104.000000 Penalty: 6235.439941
	Iteration 27Q: 3 clusters Score -3.53781e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279991 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -35378016.000000 Penalty: 6235.439941
	Iteration 28Q: 3 clusters Score -3.537802e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280713 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -35378028.000000 Penalty: 6235.439941
	Iteration 29Q: 3 clusters Score -3.537803e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281350 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -35377904.000000 Penalty: 6235.439941
	Iteration 30Q: 3 clusters Score -3.53779e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281892 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -35377820.000000 Penalty: 6235.439941
	Iteration 31Q: 3 clusters Score -3.537782e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282363 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -35377800.000000 Penalty: 6235.439941
	Iteration 32Q: 3 clusters Score -3.53778e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282769 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -35377720.000000 Penalty: 6235.439941
	Iteration 33Q: 3 clusters Score -3.537772e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283145 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -35377644.000000 Penalty: 6235.439941
	Iteration 34Q: 3 clusters Score -3.537764e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283457 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -35377532.000000 Penalty: 6235.439941
	Iteration 35Q: 3 clusters Score -3.537753e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283741 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -35377484.000000 Penalty: 6235.439941
	Iteration 36Q: 3 clusters Score -3.537748e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283965 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -35377400.000000 Penalty: 6235.439941
	Iteration 37Q: 3 clusters Score -3.53774e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284173 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -35377392.000000 Penalty: 6235.439941
	Iteration 38Q: 3 clusters Score -3.537739e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284333 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -35377388.000000 Penalty: 6235.439941
	Iteration 39Q: 3 clusters Score -3.537739e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284468 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -35377368.000000 Penalty: 6235.439941
	Iteration 40F: 3 clusters Score -3.537737e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284593 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -35377292.000000 Penalty: 6235.439941
	Iteration 41Q: 3 clusters Score -3.537729e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284704 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -35377224.000000 Penalty: 6235.439941
	Iteration 42Q: 3 clusters Score -3.537722e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284793 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -35377248.000000 Penalty: 6235.439941
	Iteration 43Q: 3 clusters Score -3.537725e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284868 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -35377264.000000 Penalty: 6235.439941
	Iteration 44Q: 3 clusters Score -3.537726e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284956 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -35377204.000000 Penalty: 6235.439941
	Iteration 45Q: 3 clusters Score -3.53772e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285022 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -35377212.000000 Penalty: 6235.439941
	Iteration 46Q: 3 clusters Score -3.537721e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285080 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -35377172.000000 Penalty: 6235.439941
	Iteration 47Q: 3 clusters Score -3.537717e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285141 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -35377160.000000 Penalty: 6235.439941
	Iteration 48Q: 3 clusters Score -3.537716e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285184 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -35377164.000000 Penalty: 6235.439941
	Iteration 49Q: 3 clusters Score -3.537716e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285227 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -35377172.000000 Penalty: 6235.439941
	Iteration 50Q: 3 clusters Score -3.537717e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285276 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -35377192.000000 Penalty: 6235.439941
	Iteration 51Q: 3 clusters Score -3.537719e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285334 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -35377168.000000 Penalty: 6235.439941
	Iteration 52Q: 3 clusters Score -3.537717e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285373 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -35377156.000000 Penalty: 6235.439941
	Iteration 53Q: 3 clusters Score -3.537716e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285411 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -35377136.000000 Penalty: 6235.439941
	Iteration 54Q: 3 clusters Score -3.537714e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285444 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -35377136.000000 Penalty: 6235.439941
	Iteration 55Q: 3 clusters Score -3.537714e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285481 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -35377196.000000 Penalty: 6235.439941
	Iteration 56Q: 3 clusters Score -3.53772e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285507 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -35377140.000000 Penalty: 6235.439941
	Iteration 57Q: 3 clusters Score -3.537714e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285520 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -35377156.000000 Penalty: 6235.439941
	Iteration 58Q: 3 clusters Score -3.537716e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285551 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -35377176.000000 Penalty: 6235.439941
	Iteration 59Q: 3 clusters Score -3.537718e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285573 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -35377164.000000 Penalty: 6235.439941
	Iteration 60F: 3 clusters Score -3.537716e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285568 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -35377188.000000 Penalty: 6235.439941
	Iteration 61Q: 3 clusters Score -3.537719e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285544 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -35377272.000000 Penalty: 6235.439941
	Iteration 62Q: 3 clusters Score -3.537727e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285520 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -35377396.000000 Penalty: 6235.439941
	Iteration 63Q: 3 clusters Score -3.53774e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285482 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -35377480.000000 Penalty: 6235.439941
	Iteration 64Q: 3 clusters Score -3.537748e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285434 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -35377588.000000 Penalty: 6235.439941
	Iteration 65Q: 3 clusters Score -3.537759e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285382 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -35377716.000000 Penalty: 6235.439941
	Iteration 66Q: 3 clusters Score -3.537772e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285337 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -35377792.000000 Penalty: 6235.439941
	Iteration 67Q: 3 clusters Score -3.537779e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285283 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -35377956.000000 Penalty: 6235.439941
	Iteration 68Q: 3 clusters Score -3.537796e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285216 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -35378020.000000 Penalty: 6235.439941
	Iteration 69Q: 3 clusters Score -3.537802e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285168 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -35378172.000000 Penalty: 6235.439941
	Iteration 70Q: 3 clusters Score -3.537817e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285151 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -35378264.000000 Penalty: 6235.439941
	Iteration 71Q: 3 clusters Score -3.537826e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285137 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -35378328.000000 Penalty: 6235.439941
	Iteration 72Q: 3 clusters Score -3.537833e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285138 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -35378376.000000 Penalty: 6235.439941
	Iteration 73Q: 3 clusters Score -3.537838e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285144 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -35378412.000000 Penalty: 6235.439941
	Iteration 74Q: 3 clusters Score -3.537841e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285155 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -35378420.000000 Penalty: 6235.439941
	Iteration 75Q: 3 clusters Score -3.537842e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285169 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -35378452.000000 Penalty: 6235.439941
	Iteration 76Q: 3 clusters Score -3.537845e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285180 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -35378428.000000 Penalty: 6235.439941
	Iteration 77Q: 3 clusters Score -3.537843e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285184 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -35378408.000000 Penalty: 6235.439941
	Iteration 78Q: 3 clusters Score -3.537841e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285190 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -35378408.000000 Penalty: 6235.439941
	Iteration 79Q: 3 clusters Score -3.537841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285193 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -35378608.000000 Penalty: 6235.439941
	Iteration 80F: 3 clusters Score -3.537861e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284997 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -35378828.000000 Penalty: 6235.439941
	Iteration 81Q: 3 clusters Score -3.537883e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284784 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -35379072.000000 Penalty: 6235.439941
	Iteration 82Q: 3 clusters Score -3.537907e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284594 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -35379232.000000 Penalty: 6235.439941
	Iteration 83Q: 3 clusters Score -3.537923e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284384 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -35379488.000000 Penalty: 6235.439941
	Iteration 84Q: 3 clusters Score -3.537949e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284179 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -35379684.000000 Penalty: 6235.439941
	Iteration 85Q: 3 clusters Score -3.537968e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283987 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -35379860.000000 Penalty: 6235.439941
	Iteration 86Q: 3 clusters Score -3.537986e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283783 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -35380012.000000 Penalty: 6235.439941
	Iteration 87Q: 3 clusters Score -3.538001e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283611 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -35380156.000000 Penalty: 6235.439941
	Iteration 88Q: 3 clusters Score -3.538016e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283466 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -35380204.000000 Penalty: 6235.439941
	Iteration 89Q: 3 clusters Score -3.53802e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283358 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -35380216.000000 Penalty: 6235.439941
	Iteration 90Q: 3 clusters Score -3.538022e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283266 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -35380244.000000 Penalty: 6235.439941
	Iteration 91Q: 3 clusters Score -3.538024e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283183 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -35380352.000000 Penalty: 6235.439941
	Iteration 92Q: 3 clusters Score -3.538035e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283119 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -35380336.000000 Penalty: 6235.439941
	Iteration 93Q: 3 clusters Score -3.538034e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283070 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -35380316.000000 Penalty: 6235.439941
	Iteration 94Q: 3 clusters Score -3.538032e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283029 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -35380356.000000 Penalty: 6235.439941
	Iteration 95Q: 3 clusters Score -3.538036e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282994 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -35380388.000000 Penalty: 6235.439941
	Iteration 96Q: 3 clusters Score -3.538039e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282974 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -35380380.000000 Penalty: 6235.439941
	Iteration 97Q: 3 clusters Score -3.538038e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282952 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -35380360.000000 Penalty: 6235.439941
	Iteration 98Q: 3 clusters Score -3.538036e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282923 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -35380396.000000 Penalty: 6235.439941
	Iteration 99Q: 3 clusters Score -3.53804e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282902 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -35380440.000000 Penalty: 6235.439941
	Iteration 100F: 3 clusters Score -3.538044e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282778 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -35380540.000000 Penalty: 6235.439941
	Iteration 101Q: 3 clusters Score -3.538054e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282658 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -35380576.000000 Penalty: 6235.439941
	Iteration 102Q: 3 clusters Score -3.538058e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282548 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -35380604.000000 Penalty: 6235.439941
	Iteration 103Q: 3 clusters Score -3.53806e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282448 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -35380656.000000 Penalty: 6235.439941
	Iteration 104Q: 3 clusters Score -3.538066e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282356 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -35380704.000000 Penalty: 6235.439941
	Iteration 105Q: 3 clusters Score -3.53807e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282268 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -35380728.000000 Penalty: 6235.439941
	Iteration 106Q: 3 clusters Score -3.538073e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282170 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -35380796.000000 Penalty: 6235.439941
	Iteration 107Q: 3 clusters Score -3.53808e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282087 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -35380808.000000 Penalty: 6235.439941
	Iteration 108Q: 3 clusters Score -3.538081e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282004 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -35380876.000000 Penalty: 6235.439941
	Iteration 109Q: 3 clusters Score -3.538088e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281941 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -35380872.000000 Penalty: 6235.439941
	Iteration 110Q: 3 clusters Score -3.538087e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281886 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -35380892.000000 Penalty: 6235.439941
	Iteration 111Q: 3 clusters Score -3.538089e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281829 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -35380948.000000 Penalty: 6235.439941
	Iteration 112Q: 3 clusters Score -3.538095e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281779 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -35380956.000000 Penalty: 6235.439941
	Iteration 113Q: 3 clusters Score -3.538096e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281733 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -35380972.000000 Penalty: 6235.439941
	Iteration 114Q: 3 clusters Score -3.538097e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281697 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -35381012.000000 Penalty: 6235.439941
	Iteration 115Q: 3 clusters Score -3.538101e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281660 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -35381028.000000 Penalty: 6235.439941
	Iteration 116Q: 3 clusters Score -3.538103e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281625 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -35381044.000000 Penalty: 6235.439941
	Iteration 117Q: 3 clusters Score -3.538104e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281588 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -35381108.000000 Penalty: 6235.439941
	Iteration 118Q: 3 clusters Score -3.538111e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281564 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -35381096.000000 Penalty: 6235.439941
	Iteration 119Q: 3 clusters Score -3.53811e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281544 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -35381080.000000 Penalty: 6235.439941
	Iteration 120F: 3 clusters Score -3.538108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281528 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -35381116.000000 Penalty: 6235.439941
	Iteration 121Q: 3 clusters Score -3.538112e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281514 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -35381080.000000 Penalty: 6235.439941
	Iteration 122Q: 3 clusters Score -3.538108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281500 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -35381124.000000 Penalty: 6235.439941
	Iteration 123Q: 3 clusters Score -3.538112e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281481 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -35381124.000000 Penalty: 6235.439941
	Iteration 124Q: 3 clusters Score -3.538112e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281461 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -35381128.000000 Penalty: 6235.439941
	Iteration 125Q: 3 clusters Score -3.538113e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281438 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -35381120.000000 Penalty: 6235.439941
	Iteration 126Q: 3 clusters Score -3.538112e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281420 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -35381124.000000 Penalty: 6235.439941
	Iteration 127Q: 3 clusters Score -3.538112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281409 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -35381116.000000 Penalty: 6235.439941
	Iteration 128Q: 3 clusters Score -3.538112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281402 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -35381124.000000 Penalty: 6235.439941
	Iteration 129Q: 3 clusters Score -3.538112e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281393 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -35381132.000000 Penalty: 6235.439941
	Iteration 130Q: 3 clusters Score -3.538113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281384 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -35381164.000000 Penalty: 6235.439941
	Iteration 131Q: 3 clusters Score -3.538116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281372 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -35381172.000000 Penalty: 6235.439941
	Iteration 132Q: 3 clusters Score -3.538117e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281361 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -35381184.000000 Penalty: 6235.439941
	Iteration 133Q: 3 clusters Score -3.538118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281357 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -35381172.000000 Penalty: 6235.439941
	Iteration 134Q: 3 clusters Score -3.538117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281351 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -35381172.000000 Penalty: 6235.439941
	Iteration 135Q: 3 clusters Score -3.538117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281342 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -35381196.000000 Penalty: 6235.439941
	Iteration 136Q: 3 clusters Score -3.53812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281331 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -35381172.000000 Penalty: 6235.439941
	Iteration 137Q: 3 clusters Score -3.538117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281325 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -35381164.000000 Penalty: 6235.439941
	Iteration 138Q: 3 clusters Score -3.538116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281317 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -35381172.000000 Penalty: 6235.439941
	Iteration 139Q: 3 clusters Score -3.538117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281311 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -35381160.000000 Penalty: 6235.439941
	Iteration 140F: 3 clusters Score -3.538116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281301 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -35381164.000000 Penalty: 6235.439941
	Iteration 141Q: 3 clusters Score -3.538116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281292 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -35381192.000000 Penalty: 6235.439941
	Iteration 142Q: 3 clusters Score -3.538119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281286 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -35381196.000000 Penalty: 6235.439941
	Iteration 143Q: 3 clusters Score -3.53812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281282 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -35381188.000000 Penalty: 6235.439941
	Iteration 144Q: 3 clusters Score -3.538119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281281 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -35381192.000000 Penalty: 6235.439941
	Iteration 145Q: 3 clusters Score -3.538119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281278 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -35381196.000000 Penalty: 6235.439941
	Iteration 146Q: 3 clusters Score -3.53812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281278 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -35381196.000000 Penalty: 6235.439941
	Iteration 147F: 3 clusters Score -3.53812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 281278 members 
Mstep: Class 2 contains 1496 members 
Mstep: Class 3 contains 61952 members 
Mstep: Class 4 contains 18916 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 173232 members 
Mstep: Class 7 contains 53969 members 
Mstep: Class 8 contains 6391 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 62121 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 79827 members 
Mstep: Class 14 contains 12102 members 
Mstep: Class 15 contains 9047 members 
Mstep: Class 16 contains 67147 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 249339 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12078 members 
Mstep: Class 21 contains 8025 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 5733 members 
Mstep: Class 25 contains 35920 members 
Mstep: Class 26 contains 12471 members 
Mstep: Class 27 contains 12394 members 
Mstep: Class 28 contains 8525 members 
Mstep: Class 29 contains 45798 members 
Mstep: Class 30 contains 6934 members 
Entering Unmasked Estep 
Score: -148015536.000000 Penalty: 104421.156250
Splitting cluster 1 changes total score from -148013008.000000 to -148015536.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 2 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -138089.109375 Penalty: 1813.016479
	Iteration 0F: 2 clusters Score -138089.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -136013.156250 Penalty: 3626.032959
	Iteration 0F: 3 clusters Score -136013.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -137669.515625 Penalty: 3626.032959
	Iteration 1F: 3 clusters Score -137669.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -138546.046875 Penalty: 3626.032959
	Iteration 2F: 3 clusters Score -138546 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -139033.468750 Penalty: 3626.032959
	Iteration 3F: 3 clusters Score -139033.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -139255.062500 Penalty: 3626.032959
	Iteration 4F: 3 clusters Score -139255.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -139373.031250 Penalty: 3626.032959
	Iteration 5Q: 3 clusters Score -139373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -139442.203125 Penalty: 3626.032959
	Iteration 6Q: 3 clusters Score -139442.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -139498.656250 Penalty: 3626.032959
	Iteration 7Q: 3 clusters Score -139498.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -139533.953125 Penalty: 3626.032959
	Iteration 8Q: 3 clusters Score -139534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -139553.375000 Penalty: 3626.032959
	Iteration 9Q: 3 clusters Score -139553.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -139566.546875 Penalty: 3626.032959
	Iteration 10Q: 3 clusters Score -139566.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -139575.015625 Penalty: 3626.032959
	Iteration 11Q: 3 clusters Score -139575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -139588.171875 Penalty: 3626.032959
	Iteration 12Q: 3 clusters Score -139588.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -139627.890625 Penalty: 3626.032959
	Iteration 13Q: 3 clusters Score -139627.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -139690.312500 Penalty: 3626.032959
	Iteration 14Q: 3 clusters Score -139690.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -139708.562500 Penalty: 3626.032959
	Iteration 15Q: 3 clusters Score -139708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -139710.921875 Penalty: 3626.032959
	Iteration 16Q: 3 clusters Score -139710.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -139711.609375 Penalty: 3626.032959
	Iteration 17Q: 3 clusters Score -139711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -139712.015625 Penalty: 3626.032959
	Iteration 18Q: 3 clusters Score -139712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -139713.375000 Penalty: 3626.032959
	Iteration 19Q: 3 clusters Score -139713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -139715.625000 Penalty: 3626.032959
	Iteration 20F: 3 clusters Score -139715.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -139730.265625 Penalty: 3626.032959
	Iteration 21Q: 3 clusters Score -139730.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -139730.265625 Penalty: 3626.032959
	Iteration 22F: 3 clusters Score -139730.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 281278 members 
Mstep: Class 2 contains 1058 members 
Mstep: Class 3 contains 61952 members 
Mstep: Class 4 contains 18916 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 173232 members 
Mstep: Class 7 contains 53969 members 
Mstep: Class 8 contains 6391 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 62121 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 79827 members 
Mstep: Class 14 contains 12102 members 
Mstep: Class 15 contains 9047 members 
Mstep: Class 16 contains 67147 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 249339 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12078 members 
Mstep: Class 21 contains 8025 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 5733 members 
Mstep: Class 25 contains 35920 members 
Mstep: Class 26 contains 12471 members 
Mstep: Class 27 contains 12394 members 
Mstep: Class 28 contains 8525 members 
Mstep: Class 29 contains 45798 members 
Mstep: Class 30 contains 6934 members 
Mstep: Class 31 contains 438 members 
Entering Unmasked Estep 
Score: -148015232.000000 Penalty: 107901.867188
Splitting cluster 2 changes total score from -148013008.000000 to -148015232.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 3 (61952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Entering Unmasked Estep 
Score: -7617404.500000 Penalty: 2736.460449
	Iteration 0F: 2 clusters Score -7617404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -7575816.500000 Penalty: 5472.920898
	Iteration 0F: 3 clusters Score -7575816 nChanged 28984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -7592353.000000 Penalty: 5472.920898
	Iteration 1F: 3 clusters Score -7592353 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -7593337.500000 Penalty: 5472.920898
	Iteration 2Q: 3 clusters Score -7593338 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -7594575.500000 Penalty: 5472.920898
	Iteration 3Q: 3 clusters Score -7594576 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -7596440.000000 Penalty: 5472.920898
	Iteration 4F: 3 clusters Score -7596440 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -7599125.500000 Penalty: 5472.920898
	Iteration 5F: 3 clusters Score -7599126 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -7602198.000000 Penalty: 5472.920898
	Iteration 6F: 3 clusters Score -7602198 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -7605635.000000 Penalty: 5472.920898
	Iteration 7F: 3 clusters Score -7605635 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -7608400.000000 Penalty: 5472.920898
	Iteration 8F: 3 clusters Score -7608400 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -7610193.500000 Penalty: 5472.920898
	Iteration 9Q: 3 clusters Score -7610194 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -7611314.000000 Penalty: 5472.920898
	Iteration 10Q: 3 clusters Score -7611314 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -7611855.500000 Penalty: 5472.920898
	Iteration 11Q: 3 clusters Score -7611856 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -7612278.500000 Penalty: 5472.920898
	Iteration 12Q: 3 clusters Score -7612278 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -7612582.000000 Penalty: 5472.920898
	Iteration 13Q: 3 clusters Score -7612582 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -7612767.000000 Penalty: 5472.920898
	Iteration 14Q: 3 clusters Score -7612767 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -7612927.000000 Penalty: 5472.920898
	Iteration 15Q: 3 clusters Score -7612927 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -7613046.500000 Penalty: 5472.920898
	Iteration 16Q: 3 clusters Score -7613046 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -7613126.500000 Penalty: 5472.920898
	Iteration 17Q: 3 clusters Score -7613126 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -7613190.000000 Penalty: 5472.920898
	Iteration 18Q: 3 clusters Score -7613190 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -7613267.500000 Penalty: 5472.920898
	Iteration 19Q: 3 clusters Score -7613268 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -7613336.500000 Penalty: 5472.920898
	Iteration 20F: 3 clusters Score -7613336 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -7613379.000000 Penalty: 5472.920898
	Iteration 21Q: 3 clusters Score -7613379 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -7613419.000000 Penalty: 5472.920898
	Iteration 22Q: 3 clusters Score -7613419 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50397 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -7613489.000000 Penalty: 5472.920898
	Iteration 23Q: 3 clusters Score -7613489 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -7613539.500000 Penalty: 5472.920898
	Iteration 24Q: 3 clusters Score -7613540 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -7613566.000000 Penalty: 5472.920898
	Iteration 25Q: 3 clusters Score -7613566 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -7613625.500000 Penalty: 5472.920898
	Iteration 26Q: 3 clusters Score -7613626 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -7613653.500000 Penalty: 5472.920898
	Iteration 27Q: 3 clusters Score -7613654 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -7613715.000000 Penalty: 5472.920898
	Iteration 28Q: 3 clusters Score -7613715 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -7613759.500000 Penalty: 5472.920898
	Iteration 29Q: 3 clusters Score -7613760 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -7613799.000000 Penalty: 5472.920898
	Iteration 30Q: 3 clusters Score -7613799 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -7613866.000000 Penalty: 5472.920898
	Iteration 31Q: 3 clusters Score -7613866 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -7613901.000000 Penalty: 5472.920898
	Iteration 32Q: 3 clusters Score -7613901 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52997 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -7613923.500000 Penalty: 5472.920898
	Iteration 33Q: 3 clusters Score -7613924 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -7614000.500000 Penalty: 5472.920898
	Iteration 34Q: 3 clusters Score -7614000 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53546 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -7614039.000000 Penalty: 5472.920898
	Iteration 35Q: 3 clusters Score -7614039 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -7614101.500000 Penalty: 5472.920898
	Iteration 36Q: 3 clusters Score -7614102 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -7614157.500000 Penalty: 5472.920898
	Iteration 37Q: 3 clusters Score -7614158 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54341 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -7614205.000000 Penalty: 5472.920898
	Iteration 38Q: 3 clusters Score -7614205 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -7614294.000000 Penalty: 5472.920898
	Iteration 39Q: 3 clusters Score -7614294 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -7614354.500000 Penalty: 5472.920898
	Iteration 40F: 3 clusters Score -7614354 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -7614400.000000 Penalty: 5472.920898
	Iteration 41Q: 3 clusters Score -7614400 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -7614442.000000 Penalty: 5472.920898
	Iteration 42Q: 3 clusters Score -7614442 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55541 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -7614517.500000 Penalty: 5472.920898
	Iteration 43Q: 3 clusters Score -7614518 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -7614576.000000 Penalty: 5472.920898
	Iteration 44Q: 3 clusters Score -7614576 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -7614674.000000 Penalty: 5472.920898
	Iteration 45Q: 3 clusters Score -7614674 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -7614756.500000 Penalty: 5472.920898
	Iteration 46Q: 3 clusters Score -7614756 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56544 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -7614766.500000 Penalty: 5472.920898
	Iteration 47Q: 3 clusters Score -7614766 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56757 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -7614804.000000 Penalty: 5472.920898
	Iteration 48Q: 3 clusters Score -7614804 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -7614858.000000 Penalty: 5472.920898
	Iteration 49Q: 3 clusters Score -7614858 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57156 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -7614904.500000 Penalty: 5472.920898
	Iteration 50Q: 3 clusters Score -7614904 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -7614947.000000 Penalty: 5472.920898
	Iteration 51Q: 3 clusters Score -7614947 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -7614991.000000 Penalty: 5472.920898
	Iteration 52Q: 3 clusters Score -7614991 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -7615017.000000 Penalty: 5472.920898
	Iteration 53Q: 3 clusters Score -7615017 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -7615062.000000 Penalty: 5472.920898
	Iteration 54Q: 3 clusters Score -7615062 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57884 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -7615103.500000 Penalty: 5472.920898
	Iteration 55Q: 3 clusters Score -7615104 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57993 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -7615100.500000 Penalty: 5472.920898
	Iteration 56Q: 3 clusters Score -7615100 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -7615102.500000 Penalty: 5472.920898
	Iteration 57Q: 3 clusters Score -7615102 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58168 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -7615120.000000 Penalty: 5472.920898
	Iteration 58Q: 3 clusters Score -7615120 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58248 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -7615129.500000 Penalty: 5472.920898
	Iteration 59Q: 3 clusters Score -7615130 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58320 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -7615156.500000 Penalty: 5472.920898
	Iteration 60F: 3 clusters Score -7615156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7615160.500000 Penalty: 5472.920898
	Iteration 61Q: 3 clusters Score -7615160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -7615183.500000 Penalty: 5472.920898
	Iteration 62Q: 3 clusters Score -7615184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58463 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -7615177.000000 Penalty: 5472.920898
	Iteration 63Q: 3 clusters Score -7615177 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -7615175.500000 Penalty: 5472.920898
	Iteration 64Q: 3 clusters Score -7615176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58544 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -7615180.500000 Penalty: 5472.920898
	Iteration 65Q: 3 clusters Score -7615180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -7615205.000000 Penalty: 5472.920898
	Iteration 66Q: 3 clusters Score -7615205 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -7615217.000000 Penalty: 5472.920898
	Iteration 67Q: 3 clusters Score -7615217 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -7615223.000000 Penalty: 5472.920898
	Iteration 68Q: 3 clusters Score -7615223 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -7615220.500000 Penalty: 5472.920898
	Iteration 69Q: 3 clusters Score -7615220 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -7615246.500000 Penalty: 5472.920898
	Iteration 70Q: 3 clusters Score -7615246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -7615241.500000 Penalty: 5472.920898
	Iteration 71Q: 3 clusters Score -7615242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -7615255.500000 Penalty: 5472.920898
	Iteration 72Q: 3 clusters Score -7615256 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -7615262.500000 Penalty: 5472.920898
	Iteration 73Q: 3 clusters Score -7615262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -7615270.000000 Penalty: 5472.920898
	Iteration 74Q: 3 clusters Score -7615270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -7615291.500000 Penalty: 5472.920898
	Iteration 75Q: 3 clusters Score -7615292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -7615293.500000 Penalty: 5472.920898
	Iteration 76Q: 3 clusters Score -7615294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -7615293.000000 Penalty: 5472.920898
	Iteration 77Q: 3 clusters Score -7615293 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -7615298.500000 Penalty: 5472.920898
	Iteration 78Q: 3 clusters Score -7615298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59080 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -7615280.000000 Penalty: 5472.920898
	Iteration 79Q: 3 clusters Score -7615280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -7615303.000000 Penalty: 5472.920898
	Iteration 80F: 3 clusters Score -7615303 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -7615293.000000 Penalty: 5472.920898
	Iteration 81Q: 3 clusters Score -7615293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -7615311.000000 Penalty: 5472.920898
	Iteration 82Q: 3 clusters Score -7615311 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59237 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -7615320.500000 Penalty: 5472.920898
	Iteration 83Q: 3 clusters Score -7615320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -7615327.000000 Penalty: 5472.920898
	Iteration 84Q: 3 clusters Score -7615327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -7615341.000000 Penalty: 5472.920898
	Iteration 85Q: 3 clusters Score -7615341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59321 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -7615339.500000 Penalty: 5472.920898
	Iteration 86Q: 3 clusters Score -7615340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59334 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -7615343.500000 Penalty: 5472.920898
	Iteration 87Q: 3 clusters Score -7615344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -7615340.500000 Penalty: 5472.920898
	Iteration 88Q: 3 clusters Score -7615340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -7615346.500000 Penalty: 5472.920898
	Iteration 89Q: 3 clusters Score -7615346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -7615347.000000 Penalty: 5472.920898
	Iteration 90Q: 3 clusters Score -7615347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -7615356.000000 Penalty: 5472.920898
	Iteration 91Q: 3 clusters Score -7615356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59390 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -7615355.500000 Penalty: 5472.920898
	Iteration 92Q: 3 clusters Score -7615356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59405 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -7615363.000000 Penalty: 5472.920898
	Iteration 93Q: 3 clusters Score -7615363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59425 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -7615367.000000 Penalty: 5472.920898
	Iteration 94Q: 3 clusters Score -7615367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59447 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -7615383.500000 Penalty: 5472.920898
	Iteration 95Q: 3 clusters Score -7615384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59460 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7615379.000000 Penalty: 5472.920898
	Iteration 96Q: 3 clusters Score -7615379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59473 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7615379.500000 Penalty: 5472.920898
	Iteration 97Q: 3 clusters Score -7615380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59486 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -7615376.000000 Penalty: 5472.920898
	Iteration 98Q: 3 clusters Score -7615376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -7615377.500000 Penalty: 5472.920898
	Iteration 99Q: 3 clusters Score -7615378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7615379.500000 Penalty: 5472.920898
	Iteration 100F: 3 clusters Score -7615380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -7615389.500000 Penalty: 5472.920898
	Iteration 101Q: 3 clusters Score -7615390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7615390.500000 Penalty: 5472.920898
	Iteration 102Q: 3 clusters Score -7615390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59525 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -7615384.500000 Penalty: 5472.920898
	Iteration 103Q: 3 clusters Score -7615384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59532 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -7615392.000000 Penalty: 5472.920898
	Iteration 104Q: 3 clusters Score -7615392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -7615391.500000 Penalty: 5472.920898
	Iteration 105Q: 3 clusters Score -7615392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59544 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -7615393.500000 Penalty: 5472.920898
	Iteration 106Q: 3 clusters Score -7615394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7615392.000000 Penalty: 5472.920898
	Iteration 107Q: 3 clusters Score -7615392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7615386.000000 Penalty: 5472.920898
	Iteration 108Q: 3 clusters Score -7615386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59556 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -7615393.500000 Penalty: 5472.920898
	Iteration 109Q: 3 clusters Score -7615394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -7615394.000000 Penalty: 5472.920898
	Iteration 110Q: 3 clusters Score -7615394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -7615389.500000 Penalty: 5472.920898
	Iteration 111Q: 3 clusters Score -7615390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7615400.000000 Penalty: 5472.920898
	Iteration 112Q: 3 clusters Score -7615400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59562 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -7615393.000000 Penalty: 5472.920898
	Iteration 113Q: 3 clusters Score -7615393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -7615399.000000 Penalty: 5472.920898
	Iteration 114Q: 3 clusters Score -7615399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -7615399.000000 Penalty: 5472.920898
	Iteration 115Q: 3 clusters Score -7615399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -7615401.000000 Penalty: 5472.920898
	Iteration 116Q: 3 clusters Score -7615401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -7615401.000000 Penalty: 5472.920898
	Iteration 117F: 3 clusters Score -7615401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Entering Unmasked Estep 
Score: -2227397.500000 Penalty: 2442.245117
	Iteration 0F: 2 clusters Score -2227398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2214027.250000 Penalty: 4884.490234
	Iteration 0F: 3 clusters Score -2214027 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2218476.000000 Penalty: 4884.490234
	Iteration 1F: 3 clusters Score -2218476 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2218912.500000 Penalty: 4884.490234
	Iteration 2F: 3 clusters Score -2218912 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2219294.000000 Penalty: 4884.490234
	Iteration 3F: 3 clusters Score -2219294 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -2219759.500000 Penalty: 4884.490234
	Iteration 4Q: 3 clusters Score -2219760 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2220339.250000 Penalty: 4884.490234
	Iteration 5F: 3 clusters Score -2220339 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2221183.750000 Penalty: 4884.490234
	Iteration 6F: 3 clusters Score -2221184 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2222261.500000 Penalty: 4884.490234
	Iteration 7F: 3 clusters Score -2222262 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -2223416.750000 Penalty: 4884.490234
	Iteration 8F: 3 clusters Score -2223417 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2224460.000000 Penalty: 4884.490234
	Iteration 9F: 3 clusters Score -2224460 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2225165.000000 Penalty: 4884.490234
	Iteration 10Q: 3 clusters Score -2225165 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2225634.500000 Penalty: 4884.490234
	Iteration 11Q: 3 clusters Score -2225634 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2225910.250000 Penalty: 4884.490234
	Iteration 12Q: 3 clusters Score -2225910 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -2226045.500000 Penalty: 4884.490234
	Iteration 13Q: 3 clusters Score -2226046 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2226101.250000 Penalty: 4884.490234
	Iteration 14Q: 3 clusters Score -2226101 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2226137.250000 Penalty: 4884.490234
	Iteration 15Q: 3 clusters Score -2226137 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2226160.750000 Penalty: 4884.490234
	Iteration 16Q: 3 clusters Score -2226161 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2226171.000000 Penalty: 4884.490234
	Iteration 17Q: 3 clusters Score -2226171 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2226185.500000 Penalty: 4884.490234
	Iteration 18Q: 3 clusters Score -2226186 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2226187.500000 Penalty: 4884.490234
	Iteration 19Q: 3 clusters Score -2226188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2226197.000000 Penalty: 4884.490234
	Iteration 20F: 3 clusters Score -2226197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2226206.250000 Penalty: 4884.490234
	Iteration 21Q: 3 clusters Score -2226206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2226204.500000 Penalty: 4884.490234
	Iteration 22Q: 3 clusters Score -2226204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2226208.250000 Penalty: 4884.490234
	Iteration 23Q: 3 clusters Score -2226208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2226208.000000 Penalty: 4884.490234
	Iteration 24Q: 3 clusters Score -2226208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2226215.750000 Penalty: 4884.490234
	Iteration 25Q: 3 clusters Score -2226216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2226226.500000 Penalty: 4884.490234
	Iteration 26Q: 3 clusters Score -2226226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2226235.000000 Penalty: 4884.490234
	Iteration 27Q: 3 clusters Score -2226235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2226242.250000 Penalty: 4884.490234
	Iteration 28Q: 3 clusters Score -2226242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2226242.250000 Penalty: 4884.490234
	Iteration 29Q: 3 clusters Score -2226242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2226247.500000 Penalty: 4884.490234
	Iteration 30Q: 3 clusters Score -2226248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2226250.750000 Penalty: 4884.490234
	Iteration 31Q: 3 clusters Score -2226251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2226255.500000 Penalty: 4884.490234
	Iteration 32Q: 3 clusters Score -2226256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2226259.750000 Penalty: 4884.490234
	Iteration 33Q: 3 clusters Score -2226260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2226269.000000 Penalty: 4884.490234
	Iteration 34Q: 3 clusters Score -2226269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2226276.250000 Penalty: 4884.490234
	Iteration 35Q: 3 clusters Score -2226276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2226285.500000 Penalty: 4884.490234
	Iteration 36Q: 3 clusters Score -2226286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2226295.000000 Penalty: 4884.490234
	Iteration 37Q: 3 clusters Score -2226295 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2226304.500000 Penalty: 4884.490234
	Iteration 38Q: 3 clusters Score -2226304 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2226334.500000 Penalty: 4884.490234
	Iteration 39Q: 3 clusters Score -2226334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2226355.500000 Penalty: 4884.490234
	Iteration 40F: 3 clusters Score -2226356 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2226376.000000 Penalty: 4884.490234
	Iteration 41Q: 3 clusters Score -2226376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2226393.000000 Penalty: 4884.490234
	Iteration 42Q: 3 clusters Score -2226393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2226421.250000 Penalty: 4884.490234
	Iteration 43Q: 3 clusters Score -2226421 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2226450.000000 Penalty: 4884.490234
	Iteration 44Q: 3 clusters Score -2226450 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2226464.250000 Penalty: 4884.490234
	Iteration 45Q: 3 clusters Score -2226464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2226478.000000 Penalty: 4884.490234
	Iteration 46Q: 3 clusters Score -2226478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2226494.000000 Penalty: 4884.490234
	Iteration 47Q: 3 clusters Score -2226494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2226506.500000 Penalty: 4884.490234
	Iteration 48Q: 3 clusters Score -2226506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2226508.500000 Penalty: 4884.490234
	Iteration 49Q: 3 clusters Score -2226508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2226514.250000 Penalty: 4884.490234
	Iteration 50Q: 3 clusters Score -2226514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2226527.000000 Penalty: 4884.490234
	Iteration 51Q: 3 clusters Score -2226527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2226528.000000 Penalty: 4884.490234
	Iteration 52Q: 3 clusters Score -2226528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2226536.500000 Penalty: 4884.490234
	Iteration 53Q: 3 clusters Score -2226536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2226539.250000 Penalty: 4884.490234
	Iteration 54Q: 3 clusters Score -2226539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2226543.250000 Penalty: 4884.490234
	Iteration 55Q: 3 clusters Score -2226543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2226544.500000 Penalty: 4884.490234
	Iteration 56Q: 3 clusters Score -2226544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2226543.500000 Penalty: 4884.490234
	Iteration 57Q: 3 clusters Score -2226544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2226540.250000 Penalty: 4884.490234
	Iteration 58Q: 3 clusters Score -2226540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2226541.000000 Penalty: 4884.490234
	Iteration 59Q: 3 clusters Score -2226541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2226541.000000 Penalty: 4884.490234
	Iteration 60F: 3 clusters Score -2226541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Entering Unmasked Estep 
Score: -219123.250000 Penalty: 1855.844604
	Iteration 0F: 2 clusters Score -219123.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -216607.203125 Penalty: 3711.689209
	Iteration 0F: 3 clusters Score -216607.2 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -217023.406250 Penalty: 3711.689209
	Iteration 1F: 3 clusters Score -217023.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -217167.421875 Penalty: 3711.689209
	Iteration 2F: 3 clusters Score -217167.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -217221.859375 Penalty: 3711.689209
	Iteration 3Q: 3 clusters Score -217221.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -217250.265625 Penalty: 3711.689209
	Iteration 4Q: 3 clusters Score -217250.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -217274.265625 Penalty: 3711.689209
	Iteration 5Q: 3 clusters Score -217274.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -217295.203125 Penalty: 3711.689209
	Iteration 6Q: 3 clusters Score -217295.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -217313.312500 Penalty: 3711.689209
	Iteration 7Q: 3 clusters Score -217313.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -217323.234375 Penalty: 3711.689209
	Iteration 8Q: 3 clusters Score -217323.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -217327.078125 Penalty: 3711.689209
	Iteration 9Q: 3 clusters Score -217327.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -217330.781250 Penalty: 3711.689209
	Iteration 10Q: 3 clusters Score -217330.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -217333.703125 Penalty: 3711.689209
	Iteration 11Q: 3 clusters Score -217333.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -217337.171875 Penalty: 3711.689209
	Iteration 12Q: 3 clusters Score -217337.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -217341.437500 Penalty: 3711.689209
	Iteration 13Q: 3 clusters Score -217341.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -217343.218750 Penalty: 3711.689209
	Iteration 14Q: 3 clusters Score -217343.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -217344.765625 Penalty: 3711.689209
	Iteration 15Q: 3 clusters Score -217344.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -217346.984375 Penalty: 3711.689209
	Iteration 16Q: 3 clusters Score -217347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -217348.953125 Penalty: 3711.689209
	Iteration 17Q: 3 clusters Score -217349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -217351.671875 Penalty: 3711.689209
	Iteration 18Q: 3 clusters Score -217351.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -217354.546875 Penalty: 3711.689209
	Iteration 19Q: 3 clusters Score -217354.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -217355.078125 Penalty: 3711.689209
	Iteration 20F: 3 clusters Score -217355.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -217356.046875 Penalty: 3711.689209
	Iteration 21Q: 3 clusters Score -217356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -217356.734375 Penalty: 3711.689209
	Iteration 22Q: 3 clusters Score -217356.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -217356.734375 Penalty: 3711.689209
	Iteration 23F: 3 clusters Score -217356.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (173232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173232 members 
Entering Unmasked Estep 
Score: -21098618.000000 Penalty: 2991.472168
	Iteration 0F: 2 clusters Score -2.109862e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86495 members 
Mstep: Class 2 contains 86737 members 
Entering Unmasked Estep 
Score: -20982914.000000 Penalty: 5982.944336
	Iteration 0F: 3 clusters Score -2.098291e+07 nChanged 82837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84576 members 
Mstep: Class 2 contains 88656 members 
Entering Unmasked Estep 
Score: -21031460.000000 Penalty: 5982.944336
	Iteration 1F: 3 clusters Score -2.103146e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83928 members 
Mstep: Class 2 contains 89304 members 
Entering Unmasked Estep 
Score: -21032510.000000 Penalty: 5982.944336
	Iteration 2Q: 3 clusters Score -2.103251e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 90170 members 
Entering Unmasked Estep 
Score: -21034234.000000 Penalty: 5982.944336
	Iteration 3Q: 3 clusters Score -2.103423e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81748 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -21036026.000000 Penalty: 5982.944336
	Iteration 4Q: 3 clusters Score -2.103603e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79736 members 
Mstep: Class 2 contains 93496 members 
Entering Unmasked Estep 
Score: -21038560.000000 Penalty: 5982.944336
	Iteration 5Q: 3 clusters Score -2.103856e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76882 members 
Mstep: Class 2 contains 96350 members 
Entering Unmasked Estep 
Score: -21041908.000000 Penalty: 5982.944336
	Iteration 6Q: 3 clusters Score -2.104191e+07 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72557 members 
Mstep: Class 2 contains 100675 members 
Entering Unmasked Estep 
Score: -21046354.000000 Penalty: 5982.944336
	Iteration 7Q: 3 clusters Score -2.104635e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Mstep: Class 2 contains 106459 members 
Entering Unmasked Estep 
Score: -21051986.000000 Penalty: 5982.944336
	Iteration 8F: 3 clusters Score -2.105199e+07 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 113683 members 
Entering Unmasked Estep 
Score: -21058180.000000 Penalty: 5982.944336
	Iteration 9F: 3 clusters Score -2.105818e+07 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 121927 members 
Entering Unmasked Estep 
Score: -21064428.000000 Penalty: 5982.944336
	Iteration 10F: 3 clusters Score -2.106443e+07 nChanged 9570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 130853 members 
Entering Unmasked Estep 
Score: -21070894.000000 Penalty: 5982.944336
	Iteration 11F: 3 clusters Score -2.107089e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 139444 members 
Entering Unmasked Estep 
Score: -21077132.000000 Penalty: 5982.944336
	Iteration 12F: 3 clusters Score -2.107713e+07 nChanged 7849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 147129 members 
Entering Unmasked Estep 
Score: -21082538.000000 Penalty: 5982.944336
	Iteration 13Q: 3 clusters Score -2.108254e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 153174 members 
Entering Unmasked Estep 
Score: -21086844.000000 Penalty: 5982.944336
	Iteration 14Q: 3 clusters Score -2.108684e+07 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 157733 members 
Entering Unmasked Estep 
Score: -21089676.000000 Penalty: 5982.944336
	Iteration 15Q: 3 clusters Score -2.108968e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 161139 members 
Entering Unmasked Estep 
Score: -21091648.000000 Penalty: 5982.944336
	Iteration 16Q: 3 clusters Score -2.109165e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 163742 members 
Entering Unmasked Estep 
Score: -21092942.000000 Penalty: 5982.944336
	Iteration 17Q: 3 clusters Score -2.109294e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 165655 members 
Entering Unmasked Estep 
Score: -21093876.000000 Penalty: 5982.944336
	Iteration 18Q: 3 clusters Score -2.109388e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 167089 members 
Entering Unmasked Estep 
Score: -21094550.000000 Penalty: 5982.944336
	Iteration 19Q: 3 clusters Score -2.109455e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 168147 members 
Entering Unmasked Estep 
Score: -21095086.000000 Penalty: 5982.944336
	Iteration 20F: 3 clusters Score -2.109509e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 168902 members 
Entering Unmasked Estep 
Score: -21095374.000000 Penalty: 5982.944336
	Iteration 21Q: 3 clusters Score -2.109537e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 169481 members 
Entering Unmasked Estep 
Score: -21095608.000000 Penalty: 5982.944336
	Iteration 22Q: 3 clusters Score -2.109561e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 169902 members 
Entering Unmasked Estep 
Score: -21095824.000000 Penalty: 5982.944336
	Iteration 23Q: 3 clusters Score -2.109582e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 170222 members 
Entering Unmasked Estep 
Score: -21095936.000000 Penalty: 5982.944336
	Iteration 24Q: 3 clusters Score -2.109594e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 170468 members 
Entering Unmasked Estep 
Score: -21096064.000000 Penalty: 5982.944336
	Iteration 25Q: 3 clusters Score -2.109606e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 170649 members 
Entering Unmasked Estep 
Score: -21096158.000000 Penalty: 5982.944336
	Iteration 26Q: 3 clusters Score -2.109616e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 170798 members 
Entering Unmasked Estep 
Score: -21096250.000000 Penalty: 5982.944336
	Iteration 27Q: 3 clusters Score -2.109625e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 170917 members 
Entering Unmasked Estep 
Score: -21096264.000000 Penalty: 5982.944336
	Iteration 28Q: 3 clusters Score -2.109626e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 171033 members 
Entering Unmasked Estep 
Score: -21096296.000000 Penalty: 5982.944336
	Iteration 29Q: 3 clusters Score -2.10963e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 171104 members 
Entering Unmasked Estep 
Score: -21096356.000000 Penalty: 5982.944336
	Iteration 30Q: 3 clusters Score -2.109636e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 171158 members 
Entering Unmasked Estep 
Score: -21096354.000000 Penalty: 5982.944336
	Iteration 31Q: 3 clusters Score -2.109635e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 171194 members 
Entering Unmasked Estep 
Score: -21096370.000000 Penalty: 5982.944336
	Iteration 32Q: 3 clusters Score -2.109637e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 171233 members 
Entering Unmasked Estep 
Score: -21096378.000000 Penalty: 5982.944336
	Iteration 33Q: 3 clusters Score -2.109638e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 171268 members 
Entering Unmasked Estep 
Score: -21096376.000000 Penalty: 5982.944336
	Iteration 34Q: 3 clusters Score -2.109638e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 171300 members 
Entering Unmasked Estep 
Score: -21096410.000000 Penalty: 5982.944336
	Iteration 35Q: 3 clusters Score -2.109641e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 171329 members 
Entering Unmasked Estep 
Score: -21096428.000000 Penalty: 5982.944336
	Iteration 36Q: 3 clusters Score -2.109643e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 171352 members 
Entering Unmasked Estep 
Score: -21096414.000000 Penalty: 5982.944336
	Iteration 37Q: 3 clusters Score -2.109641e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 171373 members 
Entering Unmasked Estep 
Score: -21096446.000000 Penalty: 5982.944336
	Iteration 38Q: 3 clusters Score -2.109645e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 171397 members 
Entering Unmasked Estep 
Score: -21096454.000000 Penalty: 5982.944336
	Iteration 39Q: 3 clusters Score -2.109645e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 171429 members 
Entering Unmasked Estep 
Score: -21096456.000000 Penalty: 5982.944336
	Iteration 40F: 3 clusters Score -2.109646e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 171451 members 
Entering Unmasked Estep 
Score: -21096444.000000 Penalty: 5982.944336
	Iteration 41Q: 3 clusters Score -2.109644e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 171468 members 
Entering Unmasked Estep 
Score: -21096456.000000 Penalty: 5982.944336
	Iteration 42Q: 3 clusters Score -2.109646e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 171477 members 
Entering Unmasked Estep 
Score: -21096460.000000 Penalty: 5982.944336
	Iteration 43Q: 3 clusters Score -2.109646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 171486 members 
Entering Unmasked Estep 
Score: -21096492.000000 Penalty: 5982.944336
	Iteration 44Q: 3 clusters Score -2.109649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 171493 members 
Entering Unmasked Estep 
Score: -21096470.000000 Penalty: 5982.944336
	Iteration 45Q: 3 clusters Score -2.109647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 171496 members 
Entering Unmasked Estep 
Score: -21096478.000000 Penalty: 5982.944336
	Iteration 46Q: 3 clusters Score -2.109648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 171502 members 
Entering Unmasked Estep 
Score: -21096474.000000 Penalty: 5982.944336
	Iteration 47Q: 3 clusters Score -2.109647e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 171509 members 
Entering Unmasked Estep 
Score: -21096490.000000 Penalty: 5982.944336
	Iteration 48Q: 3 clusters Score -2.109649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 171514 members 
Entering Unmasked Estep 
Score: -21096480.000000 Penalty: 5982.944336
	Iteration 49Q: 3 clusters Score -2.109648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 171516 members 
Entering Unmasked Estep 
Score: -21096494.000000 Penalty: 5982.944336
	Iteration 50Q: 3 clusters Score -2.109649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 171518 members 
Entering Unmasked Estep 
Score: -21096490.000000 Penalty: 5982.944336
	Iteration 51Q: 3 clusters Score -2.109649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 171519 members 
Entering Unmasked Estep 
Score: -21096486.000000 Penalty: 5982.944336
	Iteration 52Q: 3 clusters Score -2.109649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 171522 members 
Entering Unmasked Estep 
Score: -21096492.000000 Penalty: 5982.944336
	Iteration 53Q: 3 clusters Score -2.109649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 171523 members 
Entering Unmasked Estep 
Score: -21096486.000000 Penalty: 5982.944336
	Iteration 54Q: 3 clusters Score -2.109649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 171525 members 
Entering Unmasked Estep 
Score: -21096486.000000 Penalty: 5982.944336
	Iteration 55Q: 3 clusters Score -2.109649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 171523 members 
Entering Unmasked Estep 
Score: -21096480.000000 Penalty: 5982.944336
	Iteration 56Q: 3 clusters Score -2.109648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 171525 members 
Entering Unmasked Estep 
Score: -21096476.000000 Penalty: 5982.944336
	Iteration 57Q: 3 clusters Score -2.109648e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 171530 members 
Entering Unmasked Estep 
Score: -21096482.000000 Penalty: 5982.944336
	Iteration 58Q: 3 clusters Score -2.109648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 171534 members 
Entering Unmasked Estep 
Score: -21096486.000000 Penalty: 5982.944336
	Iteration 59Q: 3 clusters Score -2.109649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 171543 members 
Entering Unmasked Estep 
Score: -21096472.000000 Penalty: 5982.944336
	Iteration 60F: 3 clusters Score -2.109647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 171552 members 
Entering Unmasked Estep 
Score: -21096478.000000 Penalty: 5982.944336
	Iteration 61Q: 3 clusters Score -2.109648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 171554 members 
Entering Unmasked Estep 
Score: -21096490.000000 Penalty: 5982.944336
	Iteration 62Q: 3 clusters Score -2.109649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 171558 members 
Entering Unmasked Estep 
Score: -21096484.000000 Penalty: 5982.944336
	Iteration 63Q: 3 clusters Score -2.109648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 171565 members 
Entering Unmasked Estep 
Score: -21096486.000000 Penalty: 5982.944336
	Iteration 64Q: 3 clusters Score -2.109649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 171573 members 
Entering Unmasked Estep 
Score: -21096482.000000 Penalty: 5982.944336
	Iteration 65Q: 3 clusters Score -2.109648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 171581 members 
Entering Unmasked Estep 
Score: -21096480.000000 Penalty: 5982.944336
	Iteration 66Q: 3 clusters Score -2.109648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 171588 members 
Entering Unmasked Estep 
Score: -21096492.000000 Penalty: 5982.944336
	Iteration 67Q: 3 clusters Score -2.109649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 171594 members 
Entering Unmasked Estep 
Score: -21096488.000000 Penalty: 5982.944336
	Iteration 68Q: 3 clusters Score -2.109649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 171602 members 
Entering Unmasked Estep 
Score: -21096496.000000 Penalty: 5982.944336
	Iteration 69Q: 3 clusters Score -2.10965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 171605 members 
Entering Unmasked Estep 
Score: -21096498.000000 Penalty: 5982.944336
	Iteration 70Q: 3 clusters Score -2.10965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 171606 members 
Entering Unmasked Estep 
Score: -21096506.000000 Penalty: 5982.944336
	Iteration 71Q: 3 clusters Score -2.109651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 171606 members 
Entering Unmasked Estep 
Score: -21096500.000000 Penalty: 5982.944336
	Iteration 72Q: 3 clusters Score -2.10965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 171608 members 
Entering Unmasked Estep 
Score: -21096508.000000 Penalty: 5982.944336
	Iteration 73Q: 3 clusters Score -2.109651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 171610 members 
Entering Unmasked Estep 
Score: -21096508.000000 Penalty: 5982.944336
	Iteration 74Q: 3 clusters Score -2.109651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 171612 members 
Entering Unmasked Estep 
Score: -21096506.000000 Penalty: 5982.944336
	Iteration 75Q: 3 clusters Score -2.109651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 171612 members 
Entering Unmasked Estep 
Score: -21096506.000000 Penalty: 5982.944336
	Iteration 76F: 3 clusters Score -2.109651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (53969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Entering Unmasked Estep 
Score: -6379931.000000 Penalty: 2702.248779
	Iteration 0F: 2 clusters Score -6379931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -6343623.000000 Penalty: 5404.497559
	Iteration 0F: 3 clusters Score -6343623 nChanged 24862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -6358349.000000 Penalty: 5404.497559
	Iteration 1F: 3 clusters Score -6358349 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -6360256.000000 Penalty: 5404.497559
	Iteration 2F: 3 clusters Score -6360256 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -6363063.500000 Penalty: 5404.497559
	Iteration 3F: 3 clusters Score -6363064 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -6367117.500000 Penalty: 5404.497559
	Iteration 4F: 3 clusters Score -6367118 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -6372400.000000 Penalty: 5404.497559
	Iteration 5F: 3 clusters Score -6372400 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -6377494.000000 Penalty: 5404.497559
	Iteration 6F: 3 clusters Score -6377494 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -6381393.000000 Penalty: 5404.497559
	Iteration 7F: 3 clusters Score -6381393 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -6383544.500000 Penalty: 5404.497559
	Iteration 8F: 3 clusters Score -6383544 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -6384474.000000 Penalty: 5404.497559
	Iteration 9Q: 3 clusters Score -6384474 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -6384848.500000 Penalty: 5404.497559
	Iteration 10Q: 3 clusters Score -6384848 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -6385093.000000 Penalty: 5404.497559
	Iteration 11Q: 3 clusters Score -6385093 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -6385366.000000 Penalty: 5404.497559
	Iteration 12Q: 3 clusters Score -6385366 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -6385585.500000 Penalty: 5404.497559
	Iteration 13Q: 3 clusters Score -6385586 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -6385806.500000 Penalty: 5404.497559
	Iteration 14Q: 3 clusters Score -6385806 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -6385996.500000 Penalty: 5404.497559
	Iteration 15Q: 3 clusters Score -6385996 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -6386119.500000 Penalty: 5404.497559
	Iteration 16Q: 3 clusters Score -6386120 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -6386193.500000 Penalty: 5404.497559
	Iteration 17Q: 3 clusters Score -6386194 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -6386254.000000 Penalty: 5404.497559
	Iteration 18Q: 3 clusters Score -6386254 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -6386295.500000 Penalty: 5404.497559
	Iteration 19Q: 3 clusters Score -6386296 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -6386296.000000 Penalty: 5404.497559
	Iteration 20F: 3 clusters Score -6386296 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -6386319.000000 Penalty: 5404.497559
	Iteration 21Q: 3 clusters Score -6386319 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -6386345.500000 Penalty: 5404.497559
	Iteration 22Q: 3 clusters Score -6386346 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -6386343.000000 Penalty: 5404.497559
	Iteration 23Q: 3 clusters Score -6386343 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -6386337.000000 Penalty: 5404.497559
	Iteration 24Q: 3 clusters Score -6386337 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -6386351.000000 Penalty: 5404.497559
	Iteration 25Q: 3 clusters Score -6386351 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -6386335.000000 Penalty: 5404.497559
	Iteration 26Q: 3 clusters Score -6386335 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -6386339.000000 Penalty: 5404.497559
	Iteration 27Q: 3 clusters Score -6386339 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -6386354.500000 Penalty: 5404.497559
	Iteration 28Q: 3 clusters Score -6386354 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -6386349.500000 Penalty: 5404.497559
	Iteration 29Q: 3 clusters Score -6386350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -6386351.500000 Penalty: 5404.497559
	Iteration 30Q: 3 clusters Score -6386352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -6386367.000000 Penalty: 5404.497559
	Iteration 31Q: 3 clusters Score -6386367 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -6386367.000000 Penalty: 5404.497559
	Iteration 32Q: 3 clusters Score -6386367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -6386363.500000 Penalty: 5404.497559
	Iteration 33Q: 3 clusters Score -6386364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -6386363.000000 Penalty: 5404.497559
	Iteration 34Q: 3 clusters Score -6386363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -6386362.000000 Penalty: 5404.497559
	Iteration 35Q: 3 clusters Score -6386362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -6386360.000000 Penalty: 5404.497559
	Iteration 36Q: 3 clusters Score -6386360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -6386347.000000 Penalty: 5404.497559
	Iteration 37Q: 3 clusters Score -6386347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -6386346.500000 Penalty: 5404.497559
	Iteration 38Q: 3 clusters Score -6386346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -6386343.500000 Penalty: 5404.497559
	Iteration 39Q: 3 clusters Score -6386344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -6386346.000000 Penalty: 5404.497559
	Iteration 40F: 3 clusters Score -6386346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -6386353.500000 Penalty: 5404.497559
	Iteration 41Q: 3 clusters Score -6386354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -6386351.500000 Penalty: 5404.497559
	Iteration 42Q: 3 clusters Score -6386352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -6386351.500000 Penalty: 5404.497559
	Iteration 43Q: 3 clusters Score -6386352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -6386359.000000 Penalty: 5404.497559
	Iteration 44Q: 3 clusters Score -6386359 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -6386369.500000 Penalty: 5404.497559
	Iteration 45Q: 3 clusters Score -6386370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -6386366.500000 Penalty: 5404.497559
	Iteration 46Q: 3 clusters Score -6386366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -6386377.000000 Penalty: 5404.497559
	Iteration 47Q: 3 clusters Score -6386377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -6386373.000000 Penalty: 5404.497559
	Iteration 48Q: 3 clusters Score -6386373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -6386362.000000 Penalty: 5404.497559
	Iteration 49Q: 3 clusters Score -6386362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -6386366.000000 Penalty: 5404.497559
	Iteration 50Q: 3 clusters Score -6386366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -6386367.500000 Penalty: 5404.497559
	Iteration 51Q: 3 clusters Score -6386368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -6386368.000000 Penalty: 5404.497559
	Iteration 52Q: 3 clusters Score -6386368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -6386371.500000 Penalty: 5404.497559
	Iteration 53Q: 3 clusters Score -6386372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -6386373.000000 Penalty: 5404.497559
	Iteration 54Q: 3 clusters Score -6386373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -6386380.000000 Penalty: 5404.497559
	Iteration 55Q: 3 clusters Score -6386380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -6386378.500000 Penalty: 5404.497559
	Iteration 56Q: 3 clusters Score -6386378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -6386379.000000 Penalty: 5404.497559
	Iteration 57Q: 3 clusters Score -6386379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -6386374.000000 Penalty: 5404.497559
	Iteration 58Q: 3 clusters Score -6386374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -6386375.000000 Penalty: 5404.497559
	Iteration 59Q: 3 clusters Score -6386375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -6386376.000000 Penalty: 5404.497559
	Iteration 60F: 3 clusters Score -6386376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -6386370.500000 Penalty: 5404.497559
	Iteration 61Q: 3 clusters Score -6386370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -6386370.000000 Penalty: 5404.497559
	Iteration 62Q: 3 clusters Score -6386370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -6386375.500000 Penalty: 5404.497559
	Iteration 63Q: 3 clusters Score -6386376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -6386375.000000 Penalty: 5404.497559
	Iteration 64Q: 3 clusters Score -6386375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -6386374.000000 Penalty: 5404.497559
	Iteration 65Q: 3 clusters Score -6386374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -6386371.000000 Penalty: 5404.497559
	Iteration 66Q: 3 clusters Score -6386371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -6386368.000000 Penalty: 5404.497559
	Iteration 67Q: 3 clusters Score -6386368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -6386369.500000 Penalty: 5404.497559
	Iteration 68Q: 3 clusters Score -6386370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -6386374.000000 Penalty: 5404.497559
	Iteration 69Q: 3 clusters Score -6386374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -6386375.000000 Penalty: 5404.497559
	Iteration 70Q: 3 clusters Score -6386375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -6386371.000000 Penalty: 5404.497559
	Iteration 71Q: 3 clusters Score -6386371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -6386372.500000 Penalty: 5404.497559
	Iteration 72Q: 3 clusters Score -6386372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -6386372.500000 Penalty: 5404.497559
	Iteration 73Q: 3 clusters Score -6386372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -6386374.500000 Penalty: 5404.497559
	Iteration 74Q: 3 clusters Score -6386374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -6386373.500000 Penalty: 5404.497559
	Iteration 75Q: 3 clusters Score -6386374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -6386375.000000 Penalty: 5404.497559
	Iteration 76Q: 3 clusters Score -6386375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -6386378.500000 Penalty: 5404.497559
	Iteration 77Q: 3 clusters Score -6386378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -6386375.500000 Penalty: 5404.497559
	Iteration 78Q: 3 clusters Score -6386376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -6386374.500000 Penalty: 5404.497559
	Iteration 79Q: 3 clusters Score -6386374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -6386374.500000 Penalty: 5404.497559
	Iteration 80F: 3 clusters Score -6386374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 281278 members 
Mstep: Class 2 contains 1058 members 
Mstep: Class 3 contains 61952 members 
Mstep: Class 4 contains 18916 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 173232 members 
Mstep: Class 7 contains 25759 members 
Mstep: Class 8 contains 6391 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 62121 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 79827 members 
Mstep: Class 14 contains 12102 members 
Mstep: Class 15 contains 9047 members 
Mstep: Class 16 contains 67147 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 249339 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12078 members 
Mstep: Class 21 contains 8025 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 5733 members 
Mstep: Class 25 contains 35920 members 
Mstep: Class 26 contains 12471 members 
Mstep: Class 27 contains 12394 members 
Mstep: Class 28 contains 8525 members 
Mstep: Class 29 contains 45798 members 
Mstep: Class 30 contains 6934 members 
Mstep: Class 31 contains 438 members 
Mstep: Class 32 contains 28210 members 
Entering Unmasked Estep 
Score: -148020496.000000 Penalty: 111382.570312
Splitting cluster 7 changes total score from -148013008.000000 to -148020496.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 8 (6391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Entering Unmasked Estep 
Score: -698623.625000 Penalty: 2173.136230
	Iteration 0F: 2 clusters Score -698623.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -693304.062500 Penalty: 4346.272461
	Iteration 0F: 3 clusters Score -693304.1 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -695017.250000 Penalty: 4346.272461
	Iteration 1F: 3 clusters Score -695017.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -695642.437500 Penalty: 4346.272461
	Iteration 2F: 3 clusters Score -695642.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -696246.437500 Penalty: 4346.272461
	Iteration 3F: 3 clusters Score -696246.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -696781.875000 Penalty: 4346.272461
	Iteration 4F: 3 clusters Score -696781.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -697258.562500 Penalty: 4346.272461
	Iteration 5F: 3 clusters Score -697258.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -697726.500000 Penalty: 4346.272461
	Iteration 6F: 3 clusters Score -697726.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -698071.437500 Penalty: 4346.272461
	Iteration 7Q: 3 clusters Score -698071.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -698345.062500 Penalty: 4346.272461
	Iteration 8Q: 3 clusters Score -698345.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -698542.125000 Penalty: 4346.272461
	Iteration 9Q: 3 clusters Score -698542.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -698661.750000 Penalty: 4346.272461
	Iteration 10Q: 3 clusters Score -698661.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -698720.875000 Penalty: 4346.272461
	Iteration 11Q: 3 clusters Score -698720.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -698759.375000 Penalty: 4346.272461
	Iteration 12Q: 3 clusters Score -698759.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -698792.437500 Penalty: 4346.272461
	Iteration 13Q: 3 clusters Score -698792.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -698807.250000 Penalty: 4346.272461
	Iteration 14Q: 3 clusters Score -698807.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -698822.187500 Penalty: 4346.272461
	Iteration 15Q: 3 clusters Score -698822.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -698835.687500 Penalty: 4346.272461
	Iteration 16Q: 3 clusters Score -698835.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -698840.312500 Penalty: 4346.272461
	Iteration 17Q: 3 clusters Score -698840.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -698843.375000 Penalty: 4346.272461
	Iteration 18Q: 3 clusters Score -698843.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -698848.812500 Penalty: 4346.272461
	Iteration 19Q: 3 clusters Score -698848.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -698855.437500 Penalty: 4346.272461
	Iteration 20F: 3 clusters Score -698855.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -698859.812500 Penalty: 4346.272461
	Iteration 21Q: 3 clusters Score -698859.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -698862.625000 Penalty: 4346.272461
	Iteration 22Q: 3 clusters Score -698862.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -698864.750000 Penalty: 4346.272461
	Iteration 23Q: 3 clusters Score -698864.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -698864.750000 Penalty: 4346.272461
	Iteration 24Q: 3 clusters Score -698864.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -698864.750000 Penalty: 4346.272461
	Iteration 25F: 3 clusters Score -698864.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 281278 members 
Mstep: Class 2 contains 1058 members 
Mstep: Class 3 contains 61952 members 
Mstep: Class 4 contains 18916 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 173232 members 
Mstep: Class 7 contains 25759 members 
Mstep: Class 8 contains 4063 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 62121 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 79827 members 
Mstep: Class 14 contains 12102 members 
Mstep: Class 15 contains 9047 members 
Mstep: Class 16 contains 67147 members 
Mstep: Class 17 contains 1234 members 
Mstep: Class 18 contains 249339 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12078 members 
Mstep: Class 21 contains 8025 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 5733 members 
Mstep: Class 25 contains 35920 members 
Mstep: Class 26 contains 12471 members 
Mstep: Class 27 contains 12394 members 
Mstep: Class 28 contains 8525 members 
Mstep: Class 29 contains 45798 members 
Mstep: Class 30 contains 6934 members 
Mstep: Class 31 contains 438 members 
Mstep: Class 32 contains 28210 members 
Mstep: Class 33 contains 2328 members 
Entering Unmasked Estep 
Score: -148019344.000000 Penalty: 114863.273438
Splitting cluster 8 changes total score from -148013008.000000 to -148019344.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 9 (4569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Entering Unmasked Estep 
Score: -536983.687500 Penalty: 2089.908203
	Iteration 0F: 2 clusters Score -536983.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -532736.562500 Penalty: 4179.816406
	Iteration 0F: 3 clusters Score -532736.6 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -533802.750000 Penalty: 4179.816406
	Iteration 1F: 3 clusters Score -533802.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -534138.812500 Penalty: 4179.816406
	Iteration 2F: 3 clusters Score -534138.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -534469.437500 Penalty: 4179.816406
	Iteration 3F: 3 clusters Score -534469.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -534844.875000 Penalty: 4179.816406
	Iteration 4F: 3 clusters Score -534844.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -535259.062500 Penalty: 4179.816406
	Iteration 5F: 3 clusters Score -535259.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -535585.875000 Penalty: 4179.816406
	Iteration 6F: 3 clusters Score -535585.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -535788.312500 Penalty: 4179.816406
	Iteration 7Q: 3 clusters Score -535788.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -535899.187500 Penalty: 4179.816406
	Iteration 8Q: 3 clusters Score -535899.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -535962.125000 Penalty: 4179.816406
	Iteration 9Q: 3 clusters Score -535962.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -535994.062500 Penalty: 4179.816406
	Iteration 10Q: 3 clusters Score -535994.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -536013.312500 Penalty: 4179.816406
	Iteration 11Q: 3 clusters Score -536013.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -536025.187500 Penalty: 4179.816406
	Iteration 12Q: 3 clusters Score -536025.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -536032.687500 Penalty: 4179.816406
	Iteration 13Q: 3 clusters Score -536032.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -536036.437500 Penalty: 4179.816406
	Iteration 14Q: 3 clusters Score -536036.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -536040.687500 Penalty: 4179.816406
	Iteration 15Q: 3 clusters Score -536040.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -536043.375000 Penalty: 4179.816406
	Iteration 16Q: 3 clusters Score -536043.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -536042.750000 Penalty: 4179.816406
	Iteration 17Q: 3 clusters Score -536042.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -536043.687500 Penalty: 4179.816406
	Iteration 18Q: 3 clusters Score -536043.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -536044.750000 Penalty: 4179.816406
	Iteration 19Q: 3 clusters Score -536044.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -536044.750000 Penalty: 4179.816406
	Iteration 20F: 3 clusters Score -536044.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Entering Unmasked Estep 
Score: -526564.687500 Penalty: 2088.438477
	Iteration 0F: 2 clusters Score -526564.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -522353.656250 Penalty: 4176.876953
	Iteration 0F: 3 clusters Score -522353.7 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -523560.000000 Penalty: 4176.876953
	Iteration 1F: 3 clusters Score -523560 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -523867.968750 Penalty: 4176.876953
	Iteration 2F: 3 clusters Score -523868 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -524068.281250 Penalty: 4176.876953
	Iteration 3F: 3 clusters Score -524068.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -524231.875000 Penalty: 4176.876953
	Iteration 4Q: 3 clusters Score -524231.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -524391.437500 Penalty: 4176.876953
	Iteration 5Q: 3 clusters Score -524391.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -524558.437500 Penalty: 4176.876953
	Iteration 6Q: 3 clusters Score -524558.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -524718.187500 Penalty: 4176.876953
	Iteration 7Q: 3 clusters Score -524718.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -524864.062500 Penalty: 4176.876953
	Iteration 8Q: 3 clusters Score -524864.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -525028.687500 Penalty: 4176.876953
	Iteration 9Q: 3 clusters Score -525028.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -525216.937500 Penalty: 4176.876953
	Iteration 10Q: 3 clusters Score -525216.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -525363.937500 Penalty: 4176.876953
	Iteration 11Q: 3 clusters Score -525363.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -525448.625000 Penalty: 4176.876953
	Iteration 12Q: 3 clusters Score -525448.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -525500.187500 Penalty: 4176.876953
	Iteration 13Q: 3 clusters Score -525500.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -525536.625000 Penalty: 4176.876953
	Iteration 14Q: 3 clusters Score -525536.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -525565.562500 Penalty: 4176.876953
	Iteration 15Q: 3 clusters Score -525565.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -525596.875000 Penalty: 4176.876953
	Iteration 16Q: 3 clusters Score -525596.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -525621.375000 Penalty: 4176.876953
	Iteration 17Q: 3 clusters Score -525621.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -525635.125000 Penalty: 4176.876953
	Iteration 18Q: 3 clusters Score -525635.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -525651.500000 Penalty: 4176.876953
	Iteration 19Q: 3 clusters Score -525651.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -525670.687500 Penalty: 4176.876953
	Iteration 20F: 3 clusters Score -525670.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -525684.875000 Penalty: 4176.876953
	Iteration 21Q: 3 clusters Score -525684.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -525697.000000 Penalty: 4176.876953
	Iteration 22Q: 3 clusters Score -525697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -525701.625000 Penalty: 4176.876953
	Iteration 23Q: 3 clusters Score -525701.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -525706.625000 Penalty: 4176.876953
	Iteration 24Q: 3 clusters Score -525706.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -525712.000000 Penalty: 4176.876953
	Iteration 25Q: 3 clusters Score -525712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -525716.687500 Penalty: 4176.876953
	Iteration 26Q: 3 clusters Score -525716.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -525716.375000 Penalty: 4176.876953
	Iteration 27Q: 3 clusters Score -525716.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -525717.937500 Penalty: 4176.876953
	Iteration 28Q: 3 clusters Score -525717.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -525717.937500 Penalty: 4176.876953
	Iteration 29F: 3 clusters Score -525717.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (62121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62121 members 
Entering Unmasked Estep 
Score: -7615047.000000 Penalty: 2737.136230
	Iteration 0F: 2 clusters Score -7615047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -7573222.500000 Penalty: 5474.272461
	Iteration 0F: 3 clusters Score -7573222 nChanged 28886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -7589385.000000 Penalty: 5474.272461
	Iteration 1F: 3 clusters Score -7589385 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -7589885.500000 Penalty: 5474.272461
	Iteration 2Q: 3 clusters Score -7589886 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -7590487.000000 Penalty: 5474.272461
	Iteration 3Q: 3 clusters Score -7590487 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -7591242.000000 Penalty: 5474.272461
	Iteration 4Q: 3 clusters Score -7591242 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -7592264.500000 Penalty: 5474.272461
	Iteration 5Q: 3 clusters Score -7592264 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -7594051.500000 Penalty: 5474.272461
	Iteration 6F: 3 clusters Score -7594052 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -7596848.000000 Penalty: 5474.272461
	Iteration 7F: 3 clusters Score -7596848 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -7600946.500000 Penalty: 5474.272461
	Iteration 8F: 3 clusters Score -7600946 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -7605702.500000 Penalty: 5474.272461
	Iteration 9F: 3 clusters Score -7605702 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 58594 members 
Entering Unmasked Estep 
Score: -7609380.500000 Penalty: 5474.272461
	Iteration 10F: 3 clusters Score -7609380 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -7611341.000000 Penalty: 5474.272461
	Iteration 11Q: 3 clusters Score -7611341 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 61366 members 
Entering Unmasked Estep 
Score: -7612068.000000 Penalty: 5474.272461
	Iteration 12Q: 3 clusters Score -7612068 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 61633 members 
Entering Unmasked Estep 
Score: -7612389.500000 Penalty: 5474.272461
	Iteration 13Q: 3 clusters Score -7612390 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 61721 members 
Entering Unmasked Estep 
Score: -7612517.000000 Penalty: 5474.272461
	Iteration 14Q: 3 clusters Score -7612517 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -7612569.500000 Penalty: 5474.272461
	Iteration 15Q: 3 clusters Score -7612570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 61783 members 
Entering Unmasked Estep 
Score: -7612604.000000 Penalty: 5474.272461
	Iteration 16Q: 3 clusters Score -7612604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 61794 members 
Entering Unmasked Estep 
Score: -7612625.000000 Penalty: 5474.272461
	Iteration 17Q: 3 clusters Score -7612625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 61800 members 
Entering Unmasked Estep 
Score: -7612635.000000 Penalty: 5474.272461
	Iteration 18Q: 3 clusters Score -7612635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 61804 members 
Entering Unmasked Estep 
Score: -7612635.500000 Penalty: 5474.272461
	Iteration 19Q: 3 clusters Score -7612636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 61813 members 
Entering Unmasked Estep 
Score: -7612649.000000 Penalty: 5474.272461
	Iteration 20F: 3 clusters Score -7612649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 61818 members 
Entering Unmasked Estep 
Score: -7612670.000000 Penalty: 5474.272461
	Iteration 21Q: 3 clusters Score -7612670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 61826 members 
Entering Unmasked Estep 
Score: -7612691.500000 Penalty: 5474.272461
	Iteration 22Q: 3 clusters Score -7612692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 61829 members 
Entering Unmasked Estep 
Score: -7612697.000000 Penalty: 5474.272461
	Iteration 23Q: 3 clusters Score -7612697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -7612704.500000 Penalty: 5474.272461
	Iteration 24Q: 3 clusters Score -7612704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
Score: -7612706.500000 Penalty: 5474.272461
	Iteration 25Q: 3 clusters Score -7612706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
Score: -7612709.000000 Penalty: 5474.272461
	Iteration 26Q: 3 clusters Score -7612709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 61836 members 
Entering Unmasked Estep 
Score: -7612709.000000 Penalty: 5474.272461
	Iteration 27Q: 3 clusters Score -7612709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 61836 members 
Entering Unmasked Estep 
Score: -7612709.000000 Penalty: 5474.272461
	Iteration 28F: 3 clusters Score -7612709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Entering Unmasked Estep 
Score: -331201.812500 Penalty: 1966.244751
	Iteration 0F: 2 clusters Score -331201.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -328240.437500 Penalty: 3932.489502
	Iteration 0F: 3 clusters Score -328240.4 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -329432.187500 Penalty: 3932.489502
	Iteration 1F: 3 clusters Score -329432.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -330071.843750 Penalty: 3932.489502
	Iteration 2F: 3 clusters Score -330071.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -330462.593750 Penalty: 3932.489502
	Iteration 3F: 3 clusters Score -330462.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -330644.750000 Penalty: 3932.489502
	Iteration 4F: 3 clusters Score -330644.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -330707.281250 Penalty: 3932.489502
	Iteration 5Q: 3 clusters Score -330707.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -330733.250000 Penalty: 3932.489502
	Iteration 6Q: 3 clusters Score -330733.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -330753.781250 Penalty: 3932.489502
	Iteration 7Q: 3 clusters Score -330753.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -330760.312500 Penalty: 3932.489502
	Iteration 8Q: 3 clusters Score -330760.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -330767.375000 Penalty: 3932.489502
	Iteration 9Q: 3 clusters Score -330767.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -330772.656250 Penalty: 3932.489502
	Iteration 10Q: 3 clusters Score -330772.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -330778.312500 Penalty: 3932.489502
	Iteration 11Q: 3 clusters Score -330778.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -330781.437500 Penalty: 3932.489502
	Iteration 12Q: 3 clusters Score -330781.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -330783.437500 Penalty: 3932.489502
	Iteration 13Q: 3 clusters Score -330783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -330785.343750 Penalty: 3932.489502
	Iteration 14Q: 3 clusters Score -330785.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -330788.906250 Penalty: 3932.489502
	Iteration 15Q: 3 clusters Score -330788.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -330791.718750 Penalty: 3932.489502
	Iteration 16Q: 3 clusters Score -330791.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -330792.656250 Penalty: 3932.489502
	Iteration 17Q: 3 clusters Score -330792.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -330792.843750 Penalty: 3932.489502
	Iteration 18Q: 3 clusters Score -330792.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -330793.187500 Penalty: 3932.489502
	Iteration 19Q: 3 clusters Score -330793.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -330793.187500 Penalty: 3932.489502
	Iteration 20F: 3 clusters Score -330793.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79827 members 
Entering Unmasked Estep 
Score: -9607203.000000 Penalty: 2799.328857
	Iteration 0F: 2 clusters Score -9607203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -9553555.000000 Penalty: 5598.657715
	Iteration 0F: 3 clusters Score -9553555 nChanged 37481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -9574726.000000 Penalty: 5598.657715
	Iteration 1F: 3 clusters Score -9574726 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -9575646.000000 Penalty: 5598.657715
	Iteration 2Q: 3 clusters Score -9575646 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -9576915.000000 Penalty: 5598.657715
	Iteration 3Q: 3 clusters Score -9576915 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -9579107.000000 Penalty: 5598.657715
	Iteration 4F: 3 clusters Score -9579107 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55800 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -9582720.000000 Penalty: 5598.657715
	Iteration 5F: 3 clusters Score -9582720 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62193 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -9587986.000000 Penalty: 5598.657715
	Iteration 6F: 3 clusters Score -9587986 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68811 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -9594289.000000 Penalty: 5598.657715
	Iteration 7F: 3 clusters Score -9594289 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74189 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -9599678.000000 Penalty: 5598.657715
	Iteration 8F: 3 clusters Score -9599678 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77292 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -9602647.000000 Penalty: 5598.657715
	Iteration 9Q: 3 clusters Score -9602647 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78606 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -9603813.000000 Penalty: 5598.657715
	Iteration 10Q: 3 clusters Score -9603813 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9604280.000000 Penalty: 5598.657715
	Iteration 11Q: 3 clusters Score -9604280 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79309 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9604498.000000 Penalty: 5598.657715
	Iteration 12Q: 3 clusters Score -9604498 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79393 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9604595.000000 Penalty: 5598.657715
	Iteration 13Q: 3 clusters Score -9604595 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79445 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9604679.000000 Penalty: 5598.657715
	Iteration 14Q: 3 clusters Score -9604679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9604710.000000 Penalty: 5598.657715
	Iteration 15Q: 3 clusters Score -9604710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79491 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9604720.000000 Penalty: 5598.657715
	Iteration 16Q: 3 clusters Score -9604720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79498 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9604732.000000 Penalty: 5598.657715
	Iteration 17Q: 3 clusters Score -9604732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79505 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9604735.000000 Penalty: 5598.657715
	Iteration 18Q: 3 clusters Score -9604735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79512 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9604742.000000 Penalty: 5598.657715
	Iteration 19Q: 3 clusters Score -9604742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79519 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9604753.000000 Penalty: 5598.657715
	Iteration 20F: 3 clusters Score -9604753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79520 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9604745.000000 Penalty: 5598.657715
	Iteration 21Q: 3 clusters Score -9604745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79522 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9604749.000000 Penalty: 5598.657715
	Iteration 22Q: 3 clusters Score -9604749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9604752.000000 Penalty: 5598.657715
	Iteration 23Q: 3 clusters Score -9604752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79529 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9604749.000000 Penalty: 5598.657715
	Iteration 24Q: 3 clusters Score -9604749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79534 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9604757.000000 Penalty: 5598.657715
	Iteration 25Q: 3 clusters Score -9604757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79537 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9604760.000000 Penalty: 5598.657715
	Iteration 26Q: 3 clusters Score -9604760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79539 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9604763.000000 Penalty: 5598.657715
	Iteration 27Q: 3 clusters Score -9604763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79540 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9604762.000000 Penalty: 5598.657715
	Iteration 28Q: 3 clusters Score -9604762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79541 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9604763.000000 Penalty: 5598.657715
	Iteration 29Q: 3 clusters Score -9604763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79542 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9604763.000000 Penalty: 5598.657715
	Iteration 30Q: 3 clusters Score -9604763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79544 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9604765.000000 Penalty: 5598.657715
	Iteration 31Q: 3 clusters Score -9604765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79544 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9604765.000000 Penalty: 5598.657715
	Iteration 32F: 3 clusters Score -9604765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Entering Unmasked Estep 
Score: -1430423.375000 Penalty: 2331.479248
	Iteration 0F: 2 clusters Score -1430423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1421473.375000 Penalty: 4662.958496
	Iteration 0F: 3 clusters Score -1421473 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1424232.875000 Penalty: 4662.958496
	Iteration 1F: 3 clusters Score -1424233 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1424560.500000 Penalty: 4662.958496
	Iteration 2F: 3 clusters Score -1424560 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1424817.125000 Penalty: 4662.958496
	Iteration 3Q: 3 clusters Score -1424817 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1425076.625000 Penalty: 4662.958496
	Iteration 4Q: 3 clusters Score -1425077 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1425328.750000 Penalty: 4662.958496
	Iteration 5Q: 3 clusters Score -1425329 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1425633.000000 Penalty: 4662.958496
	Iteration 6Q: 3 clusters Score -1425633 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1425999.625000 Penalty: 4662.958496
	Iteration 7Q: 3 clusters Score -1426000 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1426485.875000 Penalty: 4662.958496
	Iteration 8F: 3 clusters Score -1426486 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1427085.000000 Penalty: 4662.958496
	Iteration 9F: 3 clusters Score -1427085 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1427577.625000 Penalty: 4662.958496
	Iteration 10F: 3 clusters Score -1427578 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1427955.875000 Penalty: 4662.958496
	Iteration 11Q: 3 clusters Score -1427956 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1428238.375000 Penalty: 4662.958496
	Iteration 12Q: 3 clusters Score -1428238 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1428442.000000 Penalty: 4662.958496
	Iteration 13Q: 3 clusters Score -1428442 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1428601.625000 Penalty: 4662.958496
	Iteration 14Q: 3 clusters Score -1428602 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1428725.875000 Penalty: 4662.958496
	Iteration 15Q: 3 clusters Score -1428726 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1428813.375000 Penalty: 4662.958496
	Iteration 16Q: 3 clusters Score -1428813 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1428906.500000 Penalty: 4662.958496
	Iteration 17Q: 3 clusters Score -1428906 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1428998.750000 Penalty: 4662.958496
	Iteration 18Q: 3 clusters Score -1428999 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1429073.125000 Penalty: 4662.958496
	Iteration 19Q: 3 clusters Score -1429073 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1429124.625000 Penalty: 4662.958496
	Iteration 20F: 3 clusters Score -1429125 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1429156.375000 Penalty: 4662.958496
	Iteration 21Q: 3 clusters Score -1429156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1429180.375000 Penalty: 4662.958496
	Iteration 22Q: 3 clusters Score -1429180 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1429200.500000 Penalty: 4662.958496
	Iteration 23Q: 3 clusters Score -1429200 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1429220.125000 Penalty: 4662.958496
	Iteration 24Q: 3 clusters Score -1429220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1429231.875000 Penalty: 4662.958496
	Iteration 25Q: 3 clusters Score -1429232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1429238.375000 Penalty: 4662.958496
	Iteration 26Q: 3 clusters Score -1429238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1429253.875000 Penalty: 4662.958496
	Iteration 27Q: 3 clusters Score -1429254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1429270.375000 Penalty: 4662.958496
	Iteration 28Q: 3 clusters Score -1429270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1429278.875000 Penalty: 4662.958496
	Iteration 29Q: 3 clusters Score -1429279 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1429296.750000 Penalty: 4662.958496
	Iteration 30Q: 3 clusters Score -1429297 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1429309.375000 Penalty: 4662.958496
	Iteration 31Q: 3 clusters Score -1429309 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1429324.750000 Penalty: 4662.958496
	Iteration 32Q: 3 clusters Score -1429325 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1429345.125000 Penalty: 4662.958496
	Iteration 33Q: 3 clusters Score -1429345 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1429364.750000 Penalty: 4662.958496
	Iteration 34Q: 3 clusters Score -1429365 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1429384.500000 Penalty: 4662.958496
	Iteration 35Q: 3 clusters Score -1429384 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1429407.875000 Penalty: 4662.958496
	Iteration 36Q: 3 clusters Score -1429408 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1429427.750000 Penalty: 4662.958496
	Iteration 37Q: 3 clusters Score -1429428 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1429452.500000 Penalty: 4662.958496
	Iteration 38Q: 3 clusters Score -1429452 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1429477.375000 Penalty: 4662.958496
	Iteration 39Q: 3 clusters Score -1429477 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1429498.625000 Penalty: 4662.958496
	Iteration 40F: 3 clusters Score -1429499 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1429514.375000 Penalty: 4662.958496
	Iteration 41Q: 3 clusters Score -1429514 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1429529.250000 Penalty: 4662.958496
	Iteration 42Q: 3 clusters Score -1429529 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1429541.500000 Penalty: 4662.958496
	Iteration 43Q: 3 clusters Score -1429542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1429563.000000 Penalty: 4662.958496
	Iteration 44Q: 3 clusters Score -1429563 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1429567.875000 Penalty: 4662.958496
	Iteration 45Q: 3 clusters Score -1429568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1429575.375000 Penalty: 4662.958496
	Iteration 46Q: 3 clusters Score -1429575 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1429583.500000 Penalty: 4662.958496
	Iteration 47Q: 3 clusters Score -1429584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1429595.125000 Penalty: 4662.958496
	Iteration 48Q: 3 clusters Score -1429595 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1429599.625000 Penalty: 4662.958496
	Iteration 49Q: 3 clusters Score -1429600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1429610.125000 Penalty: 4662.958496
	Iteration 50Q: 3 clusters Score -1429610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1429618.500000 Penalty: 4662.958496
	Iteration 51Q: 3 clusters Score -1429618 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1429623.625000 Penalty: 4662.958496
	Iteration 52Q: 3 clusters Score -1429624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1429633.500000 Penalty: 4662.958496
	Iteration 53Q: 3 clusters Score -1429634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1429643.875000 Penalty: 4662.958496
	Iteration 54Q: 3 clusters Score -1429644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1429654.375000 Penalty: 4662.958496
	Iteration 55Q: 3 clusters Score -1429654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1429662.500000 Penalty: 4662.958496
	Iteration 56Q: 3 clusters Score -1429662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1429672.625000 Penalty: 4662.958496
	Iteration 57Q: 3 clusters Score -1429673 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1429676.250000 Penalty: 4662.958496
	Iteration 58Q: 3 clusters Score -1429676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1429688.375000 Penalty: 4662.958496
	Iteration 59Q: 3 clusters Score -1429688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1429703.250000 Penalty: 4662.958496
	Iteration 60F: 3 clusters Score -1429703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1429718.750000 Penalty: 4662.958496
	Iteration 61Q: 3 clusters Score -1429719 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1429745.750000 Penalty: 4662.958496
	Iteration 62Q: 3 clusters Score -1429746 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1429772.000000 Penalty: 4662.958496
	Iteration 63Q: 3 clusters Score -1429772 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1429812.000000 Penalty: 4662.958496
	Iteration 64Q: 3 clusters Score -1429812 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1429838.750000 Penalty: 4662.958496
	Iteration 65Q: 3 clusters Score -1429839 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1429868.000000 Penalty: 4662.958496
	Iteration 66Q: 3 clusters Score -1429868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1429881.375000 Penalty: 4662.958496
	Iteration 67Q: 3 clusters Score -1429881 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1429892.500000 Penalty: 4662.958496
	Iteration 68Q: 3 clusters Score -1429892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1429899.500000 Penalty: 4662.958496
	Iteration 69Q: 3 clusters Score -1429900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1429902.500000 Penalty: 4662.958496
	Iteration 70Q: 3 clusters Score -1429902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1429908.125000 Penalty: 4662.958496
	Iteration 71Q: 3 clusters Score -1429908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1429913.625000 Penalty: 4662.958496
	Iteration 72Q: 3 clusters Score -1429914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1429916.375000 Penalty: 4662.958496
	Iteration 73Q: 3 clusters Score -1429916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1429913.500000 Penalty: 4662.958496
	Iteration 74Q: 3 clusters Score -1429914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1429915.375000 Penalty: 4662.958496
	Iteration 75Q: 3 clusters Score -1429915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1429917.500000 Penalty: 4662.958496
	Iteration 76Q: 3 clusters Score -1429918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1429917.500000 Penalty: 4662.958496
	Iteration 77F: 3 clusters Score -1429918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Entering Unmasked Estep 
Score: -1076304.000000 Penalty: 2259.326660
	Iteration 0F: 2 clusters Score -1076304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1069192.125000 Penalty: 4518.653320
	Iteration 0F: 3 clusters Score -1069192 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1071288.250000 Penalty: 4518.653320
	Iteration 1F: 3 clusters Score -1071288 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1071698.125000 Penalty: 4518.653320
	Iteration 2F: 3 clusters Score -1071698 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1072041.125000 Penalty: 4518.653320
	Iteration 3F: 3 clusters Score -1072041 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1072418.250000 Penalty: 4518.653320
	Iteration 4F: 3 clusters Score -1072418 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1072819.125000 Penalty: 4518.653320
	Iteration 5F: 3 clusters Score -1072819 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1073275.875000 Penalty: 4518.653320
	Iteration 6F: 3 clusters Score -1073276 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1073657.125000 Penalty: 4518.653320
	Iteration 7F: 3 clusters Score -1073657 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1073950.875000 Penalty: 4518.653320
	Iteration 8Q: 3 clusters Score -1073951 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1074152.250000 Penalty: 4518.653320
	Iteration 9Q: 3 clusters Score -1074152 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1074279.250000 Penalty: 4518.653320
	Iteration 10Q: 3 clusters Score -1074279 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1074361.500000 Penalty: 4518.653320
	Iteration 11Q: 3 clusters Score -1074362 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1074432.750000 Penalty: 4518.653320
	Iteration 12Q: 3 clusters Score -1074433 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1074472.750000 Penalty: 4518.653320
	Iteration 13Q: 3 clusters Score -1074473 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1074499.500000 Penalty: 4518.653320
	Iteration 14Q: 3 clusters Score -1074500 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1074525.250000 Penalty: 4518.653320
	Iteration 15Q: 3 clusters Score -1074525 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1074551.625000 Penalty: 4518.653320
	Iteration 16Q: 3 clusters Score -1074552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1074566.750000 Penalty: 4518.653320
	Iteration 17Q: 3 clusters Score -1074567 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1074579.875000 Penalty: 4518.653320
	Iteration 18Q: 3 clusters Score -1074580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1074586.875000 Penalty: 4518.653320
	Iteration 19Q: 3 clusters Score -1074587 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1074600.375000 Penalty: 4518.653320
	Iteration 20F: 3 clusters Score -1074600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1074609.125000 Penalty: 4518.653320
	Iteration 21Q: 3 clusters Score -1074609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1074617.750000 Penalty: 4518.653320
	Iteration 22Q: 3 clusters Score -1074618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1074625.375000 Penalty: 4518.653320
	Iteration 23Q: 3 clusters Score -1074625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1074631.250000 Penalty: 4518.653320
	Iteration 24Q: 3 clusters Score -1074631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1074636.125000 Penalty: 4518.653320
	Iteration 25Q: 3 clusters Score -1074636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1074643.500000 Penalty: 4518.653320
	Iteration 26Q: 3 clusters Score -1074644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1074648.875000 Penalty: 4518.653320
	Iteration 27Q: 3 clusters Score -1074649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1074652.125000 Penalty: 4518.653320
	Iteration 28Q: 3 clusters Score -1074652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1074655.000000 Penalty: 4518.653320
	Iteration 29Q: 3 clusters Score -1074655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1074661.500000 Penalty: 4518.653320
	Iteration 30Q: 3 clusters Score -1074662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1074665.750000 Penalty: 4518.653320
	Iteration 31Q: 3 clusters Score -1074666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1074669.750000 Penalty: 4518.653320
	Iteration 32Q: 3 clusters Score -1074670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1074672.750000 Penalty: 4518.653320
	Iteration 33Q: 3 clusters Score -1074673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1074674.750000 Penalty: 4518.653320
	Iteration 34Q: 3 clusters Score -1074675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1074677.125000 Penalty: 4518.653320
	Iteration 35Q: 3 clusters Score -1074677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1074677.000000 Penalty: 4518.653320
	Iteration 36Q: 3 clusters Score -1074677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1074680.875000 Penalty: 4518.653320
	Iteration 37Q: 3 clusters Score -1074681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1074681.250000 Penalty: 4518.653320
	Iteration 38Q: 3 clusters Score -1074681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1074683.000000 Penalty: 4518.653320
	Iteration 39Q: 3 clusters Score -1074683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1074683.875000 Penalty: 4518.653320
	Iteration 40F: 3 clusters Score -1074684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67147 members 
Entering Unmasked Estep 
Score: -8263340.000000 Penalty: 2756.430664
	Iteration 0F: 2 clusters Score -8263340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -8218302.500000 Penalty: 5512.861328
	Iteration 0F: 3 clusters Score -8218302 nChanged 31563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -8235773.500000 Penalty: 5512.861328
	Iteration 1F: 3 clusters Score -8235774 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -8236411.500000 Penalty: 5512.861328
	Iteration 2Q: 3 clusters Score -8236412 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -8237063.000000 Penalty: 5512.861328
	Iteration 3Q: 3 clusters Score -8237063 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -8237936.500000 Penalty: 5512.861328
	Iteration 4Q: 3 clusters Score -8237936 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -8239029.000000 Penalty: 5512.861328
	Iteration 5Q: 3 clusters Score -8239029 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -8240714.500000 Penalty: 5512.861328
	Iteration 6Q: 3 clusters Score -8240714 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -8243172.500000 Penalty: 5512.861328
	Iteration 7F: 3 clusters Score -8243172 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -8246434.500000 Penalty: 5512.861328
	Iteration 8F: 3 clusters Score -8246434 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -8250327.000000 Penalty: 5512.861328
	Iteration 9F: 3 clusters Score -8250327 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -8253512.500000 Penalty: 5512.861328
	Iteration 10F: 3 clusters Score -8253512 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -8255140.500000 Penalty: 5512.861328
	Iteration 11Q: 3 clusters Score -8255140 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -8255942.500000 Penalty: 5512.861328
	Iteration 12Q: 3 clusters Score -8255942 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -8256468.500000 Penalty: 5512.861328
	Iteration 13Q: 3 clusters Score -8256468 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -8256828.000000 Penalty: 5512.861328
	Iteration 14Q: 3 clusters Score -8256828 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 51709 members 
Entering Unmasked Estep 
Score: -8257198.000000 Penalty: 5512.861328
	Iteration 15Q: 3 clusters Score -8257198 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 52496 members 
Entering Unmasked Estep 
Score: -8257557.000000 Penalty: 5512.861328
	Iteration 16Q: 3 clusters Score -8257557 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -8257739.000000 Penalty: 5512.861328
	Iteration 17Q: 3 clusters Score -8257739 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 53973 members 
Entering Unmasked Estep 
Score: -8257935.000000 Penalty: 5512.861328
	Iteration 18Q: 3 clusters Score -8257935 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -8258138.500000 Penalty: 5512.861328
	Iteration 19Q: 3 clusters Score -8258138 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -8258333.000000 Penalty: 5512.861328
	Iteration 20F: 3 clusters Score -8258333 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -8258540.500000 Penalty: 5512.861328
	Iteration 21Q: 3 clusters Score -8258540 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -8258704.500000 Penalty: 5512.861328
	Iteration 22Q: 3 clusters Score -8258704 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 57105 members 
Entering Unmasked Estep 
Score: -8258914.500000 Penalty: 5512.861328
	Iteration 23Q: 3 clusters Score -8258914 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -8259086.000000 Penalty: 5512.861328
	Iteration 24Q: 3 clusters Score -8259086 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
Score: -8259277.500000 Penalty: 5512.861328
	Iteration 25Q: 3 clusters Score -8259278 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 58826 members 
Entering Unmasked Estep 
Score: -8259451.500000 Penalty: 5512.861328
	Iteration 26Q: 3 clusters Score -8259452 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 59354 members 
Entering Unmasked Estep 
Score: -8259584.500000 Penalty: 5512.861328
	Iteration 27Q: 3 clusters Score -8259584 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 59847 members 
Entering Unmasked Estep 
Score: -8259759.500000 Penalty: 5512.861328
	Iteration 28Q: 3 clusters Score -8259760 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 60331 members 
Entering Unmasked Estep 
Score: -8259927.500000 Penalty: 5512.861328
	Iteration 29Q: 3 clusters Score -8259928 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -8260070.500000 Penalty: 5512.861328
	Iteration 30Q: 3 clusters Score -8260070 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 61190 members 
Entering Unmasked Estep 
Score: -8260208.000000 Penalty: 5512.861328
	Iteration 31Q: 3 clusters Score -8260208 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 61580 members 
Entering Unmasked Estep 
Score: -8260331.000000 Penalty: 5512.861328
	Iteration 32Q: 3 clusters Score -8260331 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -8260431.000000 Penalty: 5512.861328
	Iteration 33Q: 3 clusters Score -8260431 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 62258 members 
Entering Unmasked Estep 
Score: -8260515.500000 Penalty: 5512.861328
	Iteration 34Q: 3 clusters Score -8260516 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -8260583.000000 Penalty: 5512.861328
	Iteration 35Q: 3 clusters Score -8260583 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 62827 members 
Entering Unmasked Estep 
Score: -8260656.000000 Penalty: 5512.861328
	Iteration 36Q: 3 clusters Score -8260656 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -8260714.000000 Penalty: 5512.861328
	Iteration 37Q: 3 clusters Score -8260714 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 63294 members 
Entering Unmasked Estep 
Score: -8260791.500000 Penalty: 5512.861328
	Iteration 38Q: 3 clusters Score -8260792 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 63501 members 
Entering Unmasked Estep 
Score: -8260838.500000 Penalty: 5512.861328
	Iteration 39Q: 3 clusters Score -8260838 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -8260896.000000 Penalty: 5512.861328
	Iteration 40F: 3 clusters Score -8260896 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -8260936.000000 Penalty: 5512.861328
	Iteration 41Q: 3 clusters Score -8260936 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 63927 members 
Entering Unmasked Estep 
Score: -8260972.000000 Penalty: 5512.861328
	Iteration 42Q: 3 clusters Score -8260972 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -8261011.000000 Penalty: 5512.861328
	Iteration 43Q: 3 clusters Score -8261011 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 64127 members 
Entering Unmasked Estep 
Score: -8261037.500000 Penalty: 5512.861328
	Iteration 44Q: 3 clusters Score -8261038 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 64216 members 
Entering Unmasked Estep 
Score: -8261047.500000 Penalty: 5512.861328
	Iteration 45Q: 3 clusters Score -8261048 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 64291 members 
Entering Unmasked Estep 
Score: -8261054.000000 Penalty: 5512.861328
	Iteration 46Q: 3 clusters Score -8261054 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 64366 members 
Entering Unmasked Estep 
Score: -8261067.000000 Penalty: 5512.861328
	Iteration 47Q: 3 clusters Score -8261067 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 64444 members 
Entering Unmasked Estep 
Score: -8261092.000000 Penalty: 5512.861328
	Iteration 48Q: 3 clusters Score -8261092 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 64513 members 
Entering Unmasked Estep 
Score: -8261115.500000 Penalty: 5512.861328
	Iteration 49Q: 3 clusters Score -8261116 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 64580 members 
Entering Unmasked Estep 
Score: -8261141.000000 Penalty: 5512.861328
	Iteration 50Q: 3 clusters Score -8261141 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -8261136.500000 Penalty: 5512.861328
	Iteration 51Q: 3 clusters Score -8261136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 64667 members 
Entering Unmasked Estep 
Score: -8261142.500000 Penalty: 5512.861328
	Iteration 52Q: 3 clusters Score -8261142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -8261137.500000 Penalty: 5512.861328
	Iteration 53Q: 3 clusters Score -8261138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -8261139.500000 Penalty: 5512.861328
	Iteration 54Q: 3 clusters Score -8261140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 64759 members 
Entering Unmasked Estep 
Score: -8261162.500000 Penalty: 5512.861328
	Iteration 55Q: 3 clusters Score -8261162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -8261184.000000 Penalty: 5512.861328
	Iteration 56Q: 3 clusters Score -8261184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 64827 members 
Entering Unmasked Estep 
Score: -8261181.000000 Penalty: 5512.861328
	Iteration 57Q: 3 clusters Score -8261181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -8261187.000000 Penalty: 5512.861328
	Iteration 58Q: 3 clusters Score -8261187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -8261214.000000 Penalty: 5512.861328
	Iteration 59Q: 3 clusters Score -8261214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 64918 members 
Entering Unmasked Estep 
Score: -8261235.000000 Penalty: 5512.861328
	Iteration 60F: 3 clusters Score -8261235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -8261236.500000 Penalty: 5512.861328
	Iteration 61Q: 3 clusters Score -8261236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 64948 members 
Entering Unmasked Estep 
Score: -8261235.500000 Penalty: 5512.861328
	Iteration 62Q: 3 clusters Score -8261236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 64959 members 
Entering Unmasked Estep 
Score: -8261243.000000 Penalty: 5512.861328
	Iteration 63Q: 3 clusters Score -8261243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -8261254.000000 Penalty: 5512.861328
	Iteration 64Q: 3 clusters Score -8261254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 64982 members 
Entering Unmasked Estep 
Score: -8261237.500000 Penalty: 5512.861328
	Iteration 65Q: 3 clusters Score -8261238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 65000 members 
Entering Unmasked Estep 
Score: -8261241.500000 Penalty: 5512.861328
	Iteration 66Q: 3 clusters Score -8261242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 65025 members 
Entering Unmasked Estep 
Score: -8261242.500000 Penalty: 5512.861328
	Iteration 67Q: 3 clusters Score -8261242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 65043 members 
Entering Unmasked Estep 
Score: -8261255.500000 Penalty: 5512.861328
	Iteration 68Q: 3 clusters Score -8261256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 65054 members 
Entering Unmasked Estep 
Score: -8261248.000000 Penalty: 5512.861328
	Iteration 69Q: 3 clusters Score -8261248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 65068 members 
Entering Unmasked Estep 
Score: -8261264.000000 Penalty: 5512.861328
	Iteration 70Q: 3 clusters Score -8261264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 65081 members 
Entering Unmasked Estep 
Score: -8261261.500000 Penalty: 5512.861328
	Iteration 71Q: 3 clusters Score -8261262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 65095 members 
Entering Unmasked Estep 
Score: -8261266.000000 Penalty: 5512.861328
	Iteration 72Q: 3 clusters Score -8261266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 65111 members 
Entering Unmasked Estep 
Score: -8261263.500000 Penalty: 5512.861328
	Iteration 73Q: 3 clusters Score -8261264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 65131 members 
Entering Unmasked Estep 
Score: -8261267.000000 Penalty: 5512.861328
	Iteration 74Q: 3 clusters Score -8261267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -8261282.000000 Penalty: 5512.861328
	Iteration 75Q: 3 clusters Score -8261282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 65184 members 
Entering Unmasked Estep 
Score: -8261312.500000 Penalty: 5512.861328
	Iteration 76Q: 3 clusters Score -8261312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 65213 members 
Entering Unmasked Estep 
Score: -8261314.500000 Penalty: 5512.861328
	Iteration 77Q: 3 clusters Score -8261314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 65240 members 
Entering Unmasked Estep 
Score: -8261321.000000 Penalty: 5512.861328
	Iteration 78Q: 3 clusters Score -8261321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -8261342.000000 Penalty: 5512.861328
	Iteration 79Q: 3 clusters Score -8261342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 65280 members 
Entering Unmasked Estep 
Score: -8261353.000000 Penalty: 5512.861328
	Iteration 80F: 3 clusters Score -8261353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 65288 members 
Entering Unmasked Estep 
Score: -8261353.000000 Penalty: 5512.861328
	Iteration 81Q: 3 clusters Score -8261353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -8261353.000000 Penalty: 5512.861328
	Iteration 82Q: 3 clusters Score -8261353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 65306 members 
Entering Unmasked Estep 
Score: -8261357.500000 Penalty: 5512.861328
	Iteration 83Q: 3 clusters Score -8261358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 65313 members 
Entering Unmasked Estep 
Score: -8261352.500000 Penalty: 5512.861328
	Iteration 84Q: 3 clusters Score -8261352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -8261350.500000 Penalty: 5512.861328
	Iteration 85Q: 3 clusters Score -8261350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 65330 members 
Entering Unmasked Estep 
Score: -8261358.000000 Penalty: 5512.861328
	Iteration 86Q: 3 clusters Score -8261358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 65336 members 
Entering Unmasked Estep 
Score: -8261372.500000 Penalty: 5512.861328
	Iteration 87Q: 3 clusters Score -8261372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -8261374.000000 Penalty: 5512.861328
	Iteration 88Q: 3 clusters Score -8261374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 65345 members 
Entering Unmasked Estep 
Score: -8261375.000000 Penalty: 5512.861328
	Iteration 89Q: 3 clusters Score -8261375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 65351 members 
Entering Unmasked Estep 
Score: -8261365.500000 Penalty: 5512.861328
	Iteration 90Q: 3 clusters Score -8261366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 65361 members 
Entering Unmasked Estep 
Score: -8261365.500000 Penalty: 5512.861328
	Iteration 91Q: 3 clusters Score -8261366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -8261362.500000 Penalty: 5512.861328
	Iteration 92Q: 3 clusters Score -8261362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -8261358.500000 Penalty: 5512.861328
	Iteration 93Q: 3 clusters Score -8261358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 65381 members 
Entering Unmasked Estep 
Score: -8261359.000000 Penalty: 5512.861328
	Iteration 94Q: 3 clusters Score -8261359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -8261366.500000 Penalty: 5512.861328
	Iteration 95Q: 3 clusters Score -8261366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 65389 members 
Entering Unmasked Estep 
Score: -8261363.000000 Penalty: 5512.861328
	Iteration 96Q: 3 clusters Score -8261363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 65391 members 
Entering Unmasked Estep 
Score: -8261364.000000 Penalty: 5512.861328
	Iteration 97Q: 3 clusters Score -8261364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
Score: -8261366.000000 Penalty: 5512.861328
	Iteration 98Q: 3 clusters Score -8261366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -8261372.500000 Penalty: 5512.861328
	Iteration 99Q: 3 clusters Score -8261372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -8261369.500000 Penalty: 5512.861328
	Iteration 100F: 3 clusters Score -8261370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 65403 members 
Entering Unmasked Estep 
Score: -8261376.000000 Penalty: 5512.861328
	Iteration 101Q: 3 clusters Score -8261376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -8261371.500000 Penalty: 5512.861328
	Iteration 102Q: 3 clusters Score -8261372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 65407 members 
Entering Unmasked Estep 
Score: -8261372.000000 Penalty: 5512.861328
	Iteration 103Q: 3 clusters Score -8261372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 65407 members 
Entering Unmasked Estep 
Score: -8261372.000000 Penalty: 5512.861328
	Iteration 104F: 3 clusters Score -8261372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -124064.937500 Penalty: 1765.268066
	Iteration 0F: 2 clusters Score -124064.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -122221.648438 Penalty: 3530.536133
	Iteration 0F: 3 clusters Score -122221.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -122900.515625 Penalty: 3530.536133
	Iteration 1F: 3 clusters Score -122900.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -123258.945312 Penalty: 3530.536133
	Iteration 2F: 3 clusters Score -123258.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -123747.109375 Penalty: 3530.536133
	Iteration 3F: 3 clusters Score -123747.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -124357.703125 Penalty: 3530.536133
	Iteration 4F: 3 clusters Score -124357.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -124784.445312 Penalty: 3530.536133
	Iteration 5F: 3 clusters Score -124784.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -125101.554688 Penalty: 3530.536133
	Iteration 6F: 3 clusters Score -125101.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -125510.976562 Penalty: 3530.536133
	Iteration 7F: 3 clusters Score -125511 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -126048.859375 Penalty: 3530.536133
	Iteration 8F: 3 clusters Score -126048.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -126729.398438 Penalty: 3530.536133
	Iteration 9Q: 3 clusters Score -126729.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -127301.835938 Penalty: 3530.536133
	Iteration 10Q: 3 clusters Score -127301.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -127340.429688 Penalty: 3530.536133
	Iteration 11Q: 3 clusters Score -127340.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -127392.437500 Penalty: 3530.536133
	Iteration 12Q: 3 clusters Score -127392.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -127429.304688 Penalty: 3530.536133
	Iteration 13Q: 3 clusters Score -127429.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -127468.773438 Penalty: 3530.536133
	Iteration 14Q: 3 clusters Score -127468.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -127515.289062 Penalty: 3530.536133
	Iteration 15Q: 3 clusters Score -127515.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -127548.851562 Penalty: 3530.536133
	Iteration 16Q: 3 clusters Score -127548.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -127587.171875 Penalty: 3530.536133
	Iteration 17Q: 3 clusters Score -127587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -127627.515625 Penalty: 3530.536133
	Iteration 18Q: 3 clusters Score -127627.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -127706.101562 Penalty: 3530.536133
	Iteration 19Q: 3 clusters Score -127706.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -127826.531250 Penalty: 3530.536133
	Iteration 20F: 3 clusters Score -127826.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -127880.460938 Penalty: 3530.536133
	Iteration 21Q: 3 clusters Score -127880.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -127880.460938 Penalty: 3530.536133
	Iteration 22F: 3 clusters Score -127880.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 281278 members 
Mstep: Class 2 contains 1058 members 
Mstep: Class 3 contains 61952 members 
Mstep: Class 4 contains 18916 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 173232 members 
Mstep: Class 7 contains 25759 members 
Mstep: Class 8 contains 4063 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 62121 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 79827 members 
Mstep: Class 14 contains 12102 members 
Mstep: Class 15 contains 9047 members 
Mstep: Class 16 contains 67147 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 249339 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12078 members 
Mstep: Class 21 contains 8025 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 5733 members 
Mstep: Class 25 contains 35920 members 
Mstep: Class 26 contains 12471 members 
Mstep: Class 27 contains 12394 members 
Mstep: Class 28 contains 8525 members 
Mstep: Class 29 contains 45798 members 
Mstep: Class 30 contains 6934 members 
Mstep: Class 31 contains 438 members 
Mstep: Class 32 contains 28210 members 
Mstep: Class 33 contains 2328 members 
Mstep: Class 34 contains 543 members 
Entering Unmasked Estep 
Score: -148021760.000000 Penalty: 118343.976562
Splitting cluster 17 changes total score from -148013008.000000 to -148021760.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (249339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249339 members 
Entering Unmasked Estep 
Score: -30508074.000000 Penalty: 3081.789062
	Iteration 0F: 2 clusters Score -3.050807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124649 members 
Mstep: Class 2 contains 124690 members 
Entering Unmasked Estep 
Score: -30350204.000000 Penalty: 6163.578125
	Iteration 0F: 3 clusters Score -3.03502e+07 nChanged 120595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122082 members 
Mstep: Class 2 contains 127257 members 
Entering Unmasked Estep 
Score: -30422542.000000 Penalty: 6163.578125
	Iteration 1F: 3 clusters Score -3.042254e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120758 members 
Mstep: Class 2 contains 128581 members 
Entering Unmasked Estep 
Score: -30425530.000000 Penalty: 6163.578125
	Iteration 2Q: 3 clusters Score -3.042553e+07 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119247 members 
Mstep: Class 2 contains 130092 members 
Entering Unmasked Estep 
Score: -30429464.000000 Penalty: 6163.578125
	Iteration 3Q: 3 clusters Score -3.042946e+07 nChanged 11754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117793 members 
Mstep: Class 2 contains 131546 members 
Entering Unmasked Estep 
Score: -30435838.000000 Penalty: 6163.578125
	Iteration 4Q: 3 clusters Score -3.043584e+07 nChanged 14136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116997 members 
Mstep: Class 2 contains 132342 members 
Entering Unmasked Estep 
Score: -30444684.000000 Penalty: 6163.578125
	Iteration 5F: 3 clusters Score -3.044468e+07 nChanged 16203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117496 members 
Mstep: Class 2 contains 131843 members 
Entering Unmasked Estep 
Score: -30455132.000000 Penalty: 6163.578125
	Iteration 6F: 3 clusters Score -3.045513e+07 nChanged 17155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119093 members 
Mstep: Class 2 contains 130246 members 
Entering Unmasked Estep 
Score: -30466918.000000 Penalty: 6163.578125
	Iteration 7F: 3 clusters Score -3.046692e+07 nChanged 15518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121017 members 
Mstep: Class 2 contains 128322 members 
Entering Unmasked Estep 
Score: -30476080.000000 Penalty: 6163.578125
	Iteration 8F: 3 clusters Score -3.047608e+07 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122736 members 
Mstep: Class 2 contains 126603 members 
Entering Unmasked Estep 
Score: -30481394.000000 Penalty: 6163.578125
	Iteration 9Q: 3 clusters Score -3.048139e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124105 members 
Mstep: Class 2 contains 125234 members 
Entering Unmasked Estep 
Score: -30483600.000000 Penalty: 6163.578125
	Iteration 10Q: 3 clusters Score -3.04836e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125305 members 
Mstep: Class 2 contains 124034 members 
Entering Unmasked Estep 
Score: -30484420.000000 Penalty: 6163.578125
	Iteration 11Q: 3 clusters Score -3.048442e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126514 members 
Mstep: Class 2 contains 122825 members 
Entering Unmasked Estep 
Score: -30484828.000000 Penalty: 6163.578125
	Iteration 12Q: 3 clusters Score -3.048483e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127822 members 
Mstep: Class 2 contains 121517 members 
Entering Unmasked Estep 
Score: -30485134.000000 Penalty: 6163.578125
	Iteration 13Q: 3 clusters Score -3.048513e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129182 members 
Mstep: Class 2 contains 120157 members 
Entering Unmasked Estep 
Score: -30485490.000000 Penalty: 6163.578125
	Iteration 14Q: 3 clusters Score -3.048549e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130649 members 
Mstep: Class 2 contains 118690 members 
Entering Unmasked Estep 
Score: -30485818.000000 Penalty: 6163.578125
	Iteration 15Q: 3 clusters Score -3.048582e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132184 members 
Mstep: Class 2 contains 117155 members 
Entering Unmasked Estep 
Score: -30486102.000000 Penalty: 6163.578125
	Iteration 16Q: 3 clusters Score -3.04861e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133935 members 
Mstep: Class 2 contains 115404 members 
Entering Unmasked Estep 
Score: -30486300.000000 Penalty: 6163.578125
	Iteration 17Q: 3 clusters Score -3.04863e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135861 members 
Mstep: Class 2 contains 113478 members 
Entering Unmasked Estep 
Score: -30486720.000000 Penalty: 6163.578125
	Iteration 18Q: 3 clusters Score -3.048672e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138018 members 
Mstep: Class 2 contains 111321 members 
Entering Unmasked Estep 
Score: -30486926.000000 Penalty: 6163.578125
	Iteration 19Q: 3 clusters Score -3.048693e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140322 members 
Mstep: Class 2 contains 109017 members 
Entering Unmasked Estep 
Score: -30487372.000000 Penalty: 6163.578125
	Iteration 20F: 3 clusters Score -3.048737e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142825 members 
Mstep: Class 2 contains 106514 members 
Entering Unmasked Estep 
Score: -30487706.000000 Penalty: 6163.578125
	Iteration 21Q: 3 clusters Score -3.048771e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145598 members 
Mstep: Class 2 contains 103741 members 
Entering Unmasked Estep 
Score: -30488098.000000 Penalty: 6163.578125
	Iteration 22Q: 3 clusters Score -3.04881e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148642 members 
Mstep: Class 2 contains 100697 members 
Entering Unmasked Estep 
Score: -30488598.000000 Penalty: 6163.578125
	Iteration 23Q: 3 clusters Score -3.04886e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151783 members 
Mstep: Class 2 contains 97556 members 
Entering Unmasked Estep 
Score: -30489242.000000 Penalty: 6163.578125
	Iteration 24Q: 3 clusters Score -3.048924e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155115 members 
Mstep: Class 2 contains 94224 members 
Entering Unmasked Estep 
Score: -30490092.000000 Penalty: 6163.578125
	Iteration 25Q: 3 clusters Score -3.049009e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158700 members 
Mstep: Class 2 contains 90639 members 
Entering Unmasked Estep 
Score: -30490960.000000 Penalty: 6163.578125
	Iteration 26Q: 3 clusters Score -3.049096e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162630 members 
Mstep: Class 2 contains 86709 members 
Entering Unmasked Estep 
Score: -30492102.000000 Penalty: 6163.578125
	Iteration 27Q: 3 clusters Score -3.04921e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166730 members 
Mstep: Class 2 contains 82609 members 
Entering Unmasked Estep 
Score: -30493226.000000 Penalty: 6163.578125
	Iteration 28Q: 3 clusters Score -3.049323e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171061 members 
Mstep: Class 2 contains 78278 members 
Entering Unmasked Estep 
Score: -30494884.000000 Penalty: 6163.578125
	Iteration 29Q: 3 clusters Score -3.049488e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175578 members 
Mstep: Class 2 contains 73761 members 
Entering Unmasked Estep 
Score: -30496586.000000 Penalty: 6163.578125
	Iteration 30Q: 3 clusters Score -3.049659e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180139 members 
Mstep: Class 2 contains 69200 members 
Entering Unmasked Estep 
Score: -30498458.000000 Penalty: 6163.578125
	Iteration 31Q: 3 clusters Score -3.049846e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184783 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -30500298.000000 Penalty: 6163.578125
	Iteration 32Q: 3 clusters Score -3.05003e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189123 members 
Mstep: Class 2 contains 60216 members 
Entering Unmasked Estep 
Score: -30502170.000000 Penalty: 6163.578125
	Iteration 33Q: 3 clusters Score -3.050217e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193171 members 
Mstep: Class 2 contains 56168 members 
Entering Unmasked Estep 
Score: -30503720.000000 Penalty: 6163.578125
	Iteration 34Q: 3 clusters Score -3.050372e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196871 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -30504874.000000 Penalty: 6163.578125
	Iteration 35Q: 3 clusters Score -3.050487e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200275 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -30505940.000000 Penalty: 6163.578125
	Iteration 36Q: 3 clusters Score -3.050594e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203365 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -30506442.000000 Penalty: 6163.578125
	Iteration 37Q: 3 clusters Score -3.050644e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206233 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -30506982.000000 Penalty: 6163.578125
	Iteration 38Q: 3 clusters Score -3.050698e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208771 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -30507194.000000 Penalty: 6163.578125
	Iteration 39Q: 3 clusters Score -3.050719e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211153 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -30507786.000000 Penalty: 6163.578125
	Iteration 40F: 3 clusters Score -3.050779e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213498 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -30508208.000000 Penalty: 6163.578125
	Iteration 41Q: 3 clusters Score -3.050821e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215727 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -30508464.000000 Penalty: 6163.578125
	Iteration 42Q: 3 clusters Score -3.050846e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217714 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -30508770.000000 Penalty: 6163.578125
	Iteration 43Q: 3 clusters Score -3.050877e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219531 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -30508986.000000 Penalty: 6163.578125
	Iteration 44Q: 3 clusters Score -3.050899e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221214 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -30509120.000000 Penalty: 6163.578125
	Iteration 45Q: 3 clusters Score -3.050912e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222750 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -30509314.000000 Penalty: 6163.578125
	Iteration 46Q: 3 clusters Score -3.050931e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224215 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -30509440.000000 Penalty: 6163.578125
	Iteration 47Q: 3 clusters Score -3.050944e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225615 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -30509560.000000 Penalty: 6163.578125
	Iteration 48Q: 3 clusters Score -3.050956e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226896 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -30509574.000000 Penalty: 6163.578125
	Iteration 49Q: 3 clusters Score -3.050957e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228113 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -30509746.000000 Penalty: 6163.578125
	Iteration 50Q: 3 clusters Score -3.050975e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229231 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -30509714.000000 Penalty: 6163.578125
	Iteration 51Q: 3 clusters Score -3.050971e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230224 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -30509738.000000 Penalty: 6163.578125
	Iteration 52Q: 3 clusters Score -3.050974e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231161 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -30509756.000000 Penalty: 6163.578125
	Iteration 53Q: 3 clusters Score -3.050976e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232025 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -30509822.000000 Penalty: 6163.578125
	Iteration 54Q: 3 clusters Score -3.050982e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232831 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -30509844.000000 Penalty: 6163.578125
	Iteration 55Q: 3 clusters Score -3.050984e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233534 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -30509778.000000 Penalty: 6163.578125
	Iteration 56Q: 3 clusters Score -3.050978e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234135 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -30509704.000000 Penalty: 6163.578125
	Iteration 57Q: 3 clusters Score -3.05097e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234678 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -30509850.000000 Penalty: 6163.578125
	Iteration 58Q: 3 clusters Score -3.050985e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235198 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -30509904.000000 Penalty: 6163.578125
	Iteration 59Q: 3 clusters Score -3.05099e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235665 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -30509936.000000 Penalty: 6163.578125
	Iteration 60F: 3 clusters Score -3.050994e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236105 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -30509924.000000 Penalty: 6163.578125
	Iteration 61Q: 3 clusters Score -3.050992e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236491 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -30509902.000000 Penalty: 6163.578125
	Iteration 62Q: 3 clusters Score -3.05099e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236855 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -30509890.000000 Penalty: 6163.578125
	Iteration 63Q: 3 clusters Score -3.050989e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237203 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -30509900.000000 Penalty: 6163.578125
	Iteration 64Q: 3 clusters Score -3.05099e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237510 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -30509886.000000 Penalty: 6163.578125
	Iteration 65Q: 3 clusters Score -3.050989e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237807 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -30509830.000000 Penalty: 6163.578125
	Iteration 66Q: 3 clusters Score -3.050983e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238070 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -30509874.000000 Penalty: 6163.578125
	Iteration 67Q: 3 clusters Score -3.050987e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238275 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -30509860.000000 Penalty: 6163.578125
	Iteration 68Q: 3 clusters Score -3.050986e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238460 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -30509796.000000 Penalty: 6163.578125
	Iteration 69Q: 3 clusters Score -3.05098e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238648 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -30509790.000000 Penalty: 6163.578125
	Iteration 70Q: 3 clusters Score -3.050979e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238811 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -30509778.000000 Penalty: 6163.578125
	Iteration 71Q: 3 clusters Score -3.050978e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238954 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -30509752.000000 Penalty: 6163.578125
	Iteration 72Q: 3 clusters Score -3.050975e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239097 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -30509734.000000 Penalty: 6163.578125
	Iteration 73Q: 3 clusters Score -3.050973e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239237 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -30509696.000000 Penalty: 6163.578125
	Iteration 74Q: 3 clusters Score -3.05097e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239362 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -30509734.000000 Penalty: 6163.578125
	Iteration 75Q: 3 clusters Score -3.050973e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239457 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -30509694.000000 Penalty: 6163.578125
	Iteration 76Q: 3 clusters Score -3.050969e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239559 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -30509672.000000 Penalty: 6163.578125
	Iteration 77Q: 3 clusters Score -3.050967e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239650 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -30509614.000000 Penalty: 6163.578125
	Iteration 78Q: 3 clusters Score -3.050961e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239736 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -30509604.000000 Penalty: 6163.578125
	Iteration 79Q: 3 clusters Score -3.05096e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239806 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -30509624.000000 Penalty: 6163.578125
	Iteration 80F: 3 clusters Score -3.050962e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239874 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -30509638.000000 Penalty: 6163.578125
	Iteration 81Q: 3 clusters Score -3.050964e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239944 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -30509608.000000 Penalty: 6163.578125
	Iteration 82Q: 3 clusters Score -3.050961e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240027 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -30509638.000000 Penalty: 6163.578125
	Iteration 83Q: 3 clusters Score -3.050964e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240101 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -30509702.000000 Penalty: 6163.578125
	Iteration 84Q: 3 clusters Score -3.05097e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240166 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -30509676.000000 Penalty: 6163.578125
	Iteration 85Q: 3 clusters Score -3.050968e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240214 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -30509658.000000 Penalty: 6163.578125
	Iteration 86Q: 3 clusters Score -3.050966e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240259 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -30509628.000000 Penalty: 6163.578125
	Iteration 87Q: 3 clusters Score -3.050963e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240300 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -30509650.000000 Penalty: 6163.578125
	Iteration 88Q: 3 clusters Score -3.050965e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240353 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -30509620.000000 Penalty: 6163.578125
	Iteration 89Q: 3 clusters Score -3.050962e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240405 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -30509688.000000 Penalty: 6163.578125
	Iteration 90Q: 3 clusters Score -3.050969e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240466 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -30509684.000000 Penalty: 6163.578125
	Iteration 91Q: 3 clusters Score -3.050968e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240524 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -30509662.000000 Penalty: 6163.578125
	Iteration 92Q: 3 clusters Score -3.050966e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240570 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -30509678.000000 Penalty: 6163.578125
	Iteration 93Q: 3 clusters Score -3.050968e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240615 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -30509692.000000 Penalty: 6163.578125
	Iteration 94Q: 3 clusters Score -3.050969e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240663 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -30509656.000000 Penalty: 6163.578125
	Iteration 95Q: 3 clusters Score -3.050966e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240708 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -30509638.000000 Penalty: 6163.578125
	Iteration 96Q: 3 clusters Score -3.050964e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240758 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -30509674.000000 Penalty: 6163.578125
	Iteration 97Q: 3 clusters Score -3.050967e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240788 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -30509666.000000 Penalty: 6163.578125
	Iteration 98Q: 3 clusters Score -3.050967e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240817 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -30509656.000000 Penalty: 6163.578125
	Iteration 99Q: 3 clusters Score -3.050966e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240847 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -30509638.000000 Penalty: 6163.578125
	Iteration 100F: 3 clusters Score -3.050964e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240865 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -30509638.000000 Penalty: 6163.578125
	Iteration 101Q: 3 clusters Score -3.050964e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240893 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -30509616.000000 Penalty: 6163.578125
	Iteration 102Q: 3 clusters Score -3.050962e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240922 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -30509640.000000 Penalty: 6163.578125
	Iteration 103Q: 3 clusters Score -3.050964e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240957 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -30509658.000000 Penalty: 6163.578125
	Iteration 104Q: 3 clusters Score -3.050966e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240992 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -30509660.000000 Penalty: 6163.578125
	Iteration 105Q: 3 clusters Score -3.050966e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241023 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -30509628.000000 Penalty: 6163.578125
	Iteration 106Q: 3 clusters Score -3.050963e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241046 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -30509632.000000 Penalty: 6163.578125
	Iteration 107Q: 3 clusters Score -3.050963e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241066 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -30509656.000000 Penalty: 6163.578125
	Iteration 108Q: 3 clusters Score -3.050966e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241089 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -30509626.000000 Penalty: 6163.578125
	Iteration 109Q: 3 clusters Score -3.050963e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241110 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -30509620.000000 Penalty: 6163.578125
	Iteration 110Q: 3 clusters Score -3.050962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241119 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -30509610.000000 Penalty: 6163.578125
	Iteration 111Q: 3 clusters Score -3.050961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241128 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -30509610.000000 Penalty: 6163.578125
	Iteration 112Q: 3 clusters Score -3.050961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241137 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -30509582.000000 Penalty: 6163.578125
	Iteration 113Q: 3 clusters Score -3.050958e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241148 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -30509580.000000 Penalty: 6163.578125
	Iteration 114Q: 3 clusters Score -3.050958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241161 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -30509602.000000 Penalty: 6163.578125
	Iteration 115Q: 3 clusters Score -3.05096e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241176 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -30509594.000000 Penalty: 6163.578125
	Iteration 116Q: 3 clusters Score -3.050959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241183 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -30509574.000000 Penalty: 6163.578125
	Iteration 117Q: 3 clusters Score -3.050957e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241187 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -30509582.000000 Penalty: 6163.578125
	Iteration 118Q: 3 clusters Score -3.050958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241190 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -30509596.000000 Penalty: 6163.578125
	Iteration 119Q: 3 clusters Score -3.05096e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241192 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -30509584.000000 Penalty: 6163.578125
	Iteration 120F: 3 clusters Score -3.050958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 281278 members 
Mstep: Class 2 contains 1058 members 
Mstep: Class 3 contains 61952 members 
Mstep: Class 4 contains 18916 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 173232 members 
Mstep: Class 7 contains 25759 members 
Mstep: Class 8 contains 4063 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 62121 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 79827 members 
Mstep: Class 14 contains 12102 members 
Mstep: Class 15 contains 9047 members 
Mstep: Class 16 contains 67147 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 241192 members 
Mstep: Class 19 contains 602 members 
Mstep: Class 20 contains 12078 members 
Mstep: Class 21 contains 8025 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 5733 members 
Mstep: Class 25 contains 35920 members 
Mstep: Class 26 contains 12471 members 
Mstep: Class 27 contains 12394 members 
Mstep: Class 28 contains 8525 members 
Mstep: Class 29 contains 45798 members 
Mstep: Class 30 contains 6934 members 
Mstep: Class 31 contains 438 members 
Mstep: Class 32 contains 28210 members 
Mstep: Class 33 contains 2328 members 
Mstep: Class 34 contains 543 members 
Mstep: Class 35 contains 8147 members 
Entering Unmasked Estep 
Score: -148022528.000000 Penalty: 121824.687500
Splitting cluster 18 changes total score from -148013008.000000 to -148022528.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Entering Unmasked Estep 
Score: -66173.593750 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -66173.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64615.707031 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -64615.71 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64863.945312 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -64863.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64973.843750 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -64973.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -65083.152344 Penalty: 3174.527832
	Iteration 3F: 3 clusters Score -65083.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -65214.566406 Penalty: 3174.527832
	Iteration 4F: 3 clusters Score -65214.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -65475.027344 Penalty: 3174.527832
	Iteration 5F: 3 clusters Score -65475.03 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -65881.898438 Penalty: 3174.527832
	Iteration 6F: 3 clusters Score -65881.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -66336.890625 Penalty: 3174.527832
	Iteration 7F: 3 clusters Score -66336.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -66577.023438 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -66577.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -66612.945312 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -66612.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -66612.945312 Penalty: 3174.527832
	Iteration 10F: 3 clusters Score -66612.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 281278 members 
Mstep: Class 2 contains 1058 members 
Mstep: Class 3 contains 61952 members 
Mstep: Class 4 contains 18916 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 173232 members 
Mstep: Class 7 contains 25759 members 
Mstep: Class 8 contains 4063 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 62121 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 79827 members 
Mstep: Class 14 contains 12102 members 
Mstep: Class 15 contains 9047 members 
Mstep: Class 16 contains 67147 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 241192 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 12078 members 
Mstep: Class 21 contains 8025 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 5733 members 
Mstep: Class 25 contains 35920 members 
Mstep: Class 26 contains 12471 members 
Mstep: Class 27 contains 12394 members 
Mstep: Class 28 contains 8525 members 
Mstep: Class 29 contains 45798 members 
Mstep: Class 30 contains 6934 members 
Mstep: Class 31 contains 438 members 
Mstep: Class 32 contains 28210 members 
Mstep: Class 33 contains 2328 members 
Mstep: Class 34 contains 543 members 
Mstep: Class 35 contains 8147 members 
Mstep: Class 36 contains 442 members 
Entering Unmasked Estep 
Score: -148021088.000000 Penalty: 125305.390625
Splitting cluster 19 changes total score from -148013008.000000 to -148021088.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (12078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Entering Unmasked Estep 
Score: -1412618.500000 Penalty: 2330.987061
	Iteration 0F: 2 clusters Score -1412618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1403642.750000 Penalty: 4661.974121
	Iteration 0F: 3 clusters Score -1403643 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1406374.750000 Penalty: 4661.974121
	Iteration 1F: 3 clusters Score -1406375 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1406752.000000 Penalty: 4661.974121
	Iteration 2F: 3 clusters Score -1406752 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1407062.375000 Penalty: 4661.974121
	Iteration 3F: 3 clusters Score -1407062 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1407331.750000 Penalty: 4661.974121
	Iteration 4Q: 3 clusters Score -1407332 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1407589.500000 Penalty: 4661.974121
	Iteration 5Q: 3 clusters Score -1407590 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1407845.875000 Penalty: 4661.974121
	Iteration 6Q: 3 clusters Score -1407846 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1408102.875000 Penalty: 4661.974121
	Iteration 7Q: 3 clusters Score -1408103 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1408362.625000 Penalty: 4661.974121
	Iteration 8Q: 3 clusters Score -1408363 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1408641.625000 Penalty: 4661.974121
	Iteration 9Q: 3 clusters Score -1408642 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1408952.875000 Penalty: 4661.974121
	Iteration 10Q: 3 clusters Score -1408953 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1409339.375000 Penalty: 4661.974121
	Iteration 11Q: 3 clusters Score -1409339 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1409772.375000 Penalty: 4661.974121
	Iteration 12Q: 3 clusters Score -1409772 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1410257.625000 Penalty: 4661.974121
	Iteration 13Q: 3 clusters Score -1410258 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1410781.500000 Penalty: 4661.974121
	Iteration 14Q: 3 clusters Score -1410782 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1411215.500000 Penalty: 4661.974121
	Iteration 15Q: 3 clusters Score -1411216 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1411583.750000 Penalty: 4661.974121
	Iteration 16Q: 3 clusters Score -1411584 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1411915.125000 Penalty: 4661.974121
	Iteration 17Q: 3 clusters Score -1411915 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1412187.125000 Penalty: 4661.974121
	Iteration 18Q: 3 clusters Score -1412187 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1412388.000000 Penalty: 4661.974121
	Iteration 19Q: 3 clusters Score -1412388 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1412590.375000 Penalty: 4661.974121
	Iteration 20F: 3 clusters Score -1412590 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1412771.250000 Penalty: 4661.974121
	Iteration 21Q: 3 clusters Score -1412771 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1412888.500000 Penalty: 4661.974121
	Iteration 22Q: 3 clusters Score -1412888 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1412965.875000 Penalty: 4661.974121
	Iteration 23Q: 3 clusters Score -1412966 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1413011.000000 Penalty: 4661.974121
	Iteration 24Q: 3 clusters Score -1413011 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1413047.375000 Penalty: 4661.974121
	Iteration 25Q: 3 clusters Score -1413047 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1413078.125000 Penalty: 4661.974121
	Iteration 26Q: 3 clusters Score -1413078 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1413094.000000 Penalty: 4661.974121
	Iteration 27Q: 3 clusters Score -1413094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1413102.500000 Penalty: 4661.974121
	Iteration 28Q: 3 clusters Score -1413102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1413110.500000 Penalty: 4661.974121
	Iteration 29Q: 3 clusters Score -1413110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1413113.250000 Penalty: 4661.974121
	Iteration 30Q: 3 clusters Score -1413113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1413114.375000 Penalty: 4661.974121
	Iteration 31Q: 3 clusters Score -1413114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1413115.875000 Penalty: 4661.974121
	Iteration 32Q: 3 clusters Score -1413116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1413114.625000 Penalty: 4661.974121
	Iteration 33Q: 3 clusters Score -1413115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1413113.875000 Penalty: 4661.974121
	Iteration 34Q: 3 clusters Score -1413114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1413114.750000 Penalty: 4661.974121
	Iteration 35Q: 3 clusters Score -1413115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1413115.125000 Penalty: 4661.974121
	Iteration 36Q: 3 clusters Score -1413115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1413118.125000 Penalty: 4661.974121
	Iteration 37Q: 3 clusters Score -1413118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1413120.500000 Penalty: 4661.974121
	Iteration 38Q: 3 clusters Score -1413120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1413122.375000 Penalty: 4661.974121
	Iteration 39Q: 3 clusters Score -1413122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1413119.000000 Penalty: 4661.974121
	Iteration 40F: 3 clusters Score -1413119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1413123.875000 Penalty: 4661.974121
	Iteration 41Q: 3 clusters Score -1413124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1413122.125000 Penalty: 4661.974121
	Iteration 42Q: 3 clusters Score -1413122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1413121.000000 Penalty: 4661.974121
	Iteration 43Q: 3 clusters Score -1413121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1413123.250000 Penalty: 4661.974121
	Iteration 44Q: 3 clusters Score -1413123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1413122.000000 Penalty: 4661.974121
	Iteration 45Q: 3 clusters Score -1413122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1413124.375000 Penalty: 4661.974121
	Iteration 46Q: 3 clusters Score -1413124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1413125.875000 Penalty: 4661.974121
	Iteration 47Q: 3 clusters Score -1413126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1413125.875000 Penalty: 4661.974121
	Iteration 48F: 3 clusters Score -1413126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 281278 members 
Mstep: Class 2 contains 1058 members 
Mstep: Class 3 contains 61952 members 
Mstep: Class 4 contains 18916 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 173232 members 
Mstep: Class 7 contains 25759 members 
Mstep: Class 8 contains 4063 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 62121 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 79827 members 
Mstep: Class 14 contains 12102 members 
Mstep: Class 15 contains 9047 members 
Mstep: Class 16 contains 67147 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 241192 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 6697 members 
Mstep: Class 21 contains 8025 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 5733 members 
Mstep: Class 25 contains 35920 members 
Mstep: Class 26 contains 12471 members 
Mstep: Class 27 contains 12394 members 
Mstep: Class 28 contains 8525 members 
Mstep: Class 29 contains 45798 members 
Mstep: Class 30 contains 6934 members 
Mstep: Class 31 contains 438 members 
Mstep: Class 32 contains 28210 members 
Mstep: Class 33 contains 2328 members 
Mstep: Class 34 contains 543 members 
Mstep: Class 35 contains 8147 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 5381 members 
Entering Unmasked Estep 
Score: -148020320.000000 Penalty: 128786.093750
Splitting cluster 20 changes total score from -148013008.000000 to -148020320.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 21 (8025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Entering Unmasked Estep 
Score: -919939.687500 Penalty: 2229.598633
	Iteration 0F: 2 clusters Score -919939.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -913599.562500 Penalty: 4459.197266
	Iteration 0F: 3 clusters Score -913599.6 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -915621.125000 Penalty: 4459.197266
	Iteration 1F: 3 clusters Score -915621.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -916251.437500 Penalty: 4459.197266
	Iteration 2F: 3 clusters Score -916251.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -917022.937500 Penalty: 4459.197266
	Iteration 3F: 3 clusters Score -917022.9 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -917735.375000 Penalty: 4459.197266
	Iteration 4F: 3 clusters Score -917735.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -918177.812500 Penalty: 4459.197266
	Iteration 5F: 3 clusters Score -918177.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -918435.062500 Penalty: 4459.197266
	Iteration 6Q: 3 clusters Score -918435.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -918567.500000 Penalty: 4459.197266
	Iteration 7Q: 3 clusters Score -918567.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -918660.125000 Penalty: 4459.197266
	Iteration 8Q: 3 clusters Score -918660.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -918733.125000 Penalty: 4459.197266
	Iteration 9Q: 3 clusters Score -918733.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -918781.437500 Penalty: 4459.197266
	Iteration 10Q: 3 clusters Score -918781.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -918816.375000 Penalty: 4459.197266
	Iteration 11Q: 3 clusters Score -918816.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -918842.187500 Penalty: 4459.197266
	Iteration 12Q: 3 clusters Score -918842.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -918862.750000 Penalty: 4459.197266
	Iteration 13Q: 3 clusters Score -918862.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -918888.500000 Penalty: 4459.197266
	Iteration 14Q: 3 clusters Score -918888.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -918917.125000 Penalty: 4459.197266
	Iteration 15Q: 3 clusters Score -918917.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -918941.937500 Penalty: 4459.197266
	Iteration 16Q: 3 clusters Score -918941.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -918979.062500 Penalty: 4459.197266
	Iteration 17Q: 3 clusters Score -918979.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -919026.250000 Penalty: 4459.197266
	Iteration 18Q: 3 clusters Score -919026.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -919074.875000 Penalty: 4459.197266
	Iteration 19Q: 3 clusters Score -919074.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -919130.437500 Penalty: 4459.197266
	Iteration 20F: 3 clusters Score -919130.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -919182.625000 Penalty: 4459.197266
	Iteration 21Q: 3 clusters Score -919182.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -919231.562500 Penalty: 4459.197266
	Iteration 22Q: 3 clusters Score -919231.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -919282.125000 Penalty: 4459.197266
	Iteration 23Q: 3 clusters Score -919282.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -919348.250000 Penalty: 4459.197266
	Iteration 24Q: 3 clusters Score -919348.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -919430.312500 Penalty: 4459.197266
	Iteration 25Q: 3 clusters Score -919430.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -919492.125000 Penalty: 4459.197266
	Iteration 26Q: 3 clusters Score -919492.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -919571.375000 Penalty: 4459.197266
	Iteration 27Q: 3 clusters Score -919571.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -919672.437500 Penalty: 4459.197266
	Iteration 28Q: 3 clusters Score -919672.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -919765.437500 Penalty: 4459.197266
	Iteration 29Q: 3 clusters Score -919765.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -919831.062500 Penalty: 4459.197266
	Iteration 30Q: 3 clusters Score -919831.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -919876.687500 Penalty: 4459.197266
	Iteration 31Q: 3 clusters Score -919876.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -919900.000000 Penalty: 4459.197266
	Iteration 32Q: 3 clusters Score -919900 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -919913.500000 Penalty: 4459.197266
	Iteration 33Q: 3 clusters Score -919913.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -919926.812500 Penalty: 4459.197266
	Iteration 34Q: 3 clusters Score -919926.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -919935.062500 Penalty: 4459.197266
	Iteration 35Q: 3 clusters Score -919935.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -919943.687500 Penalty: 4459.197266
	Iteration 36Q: 3 clusters Score -919943.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -919950.812500 Penalty: 4459.197266
	Iteration 37Q: 3 clusters Score -919950.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -919955.750000 Penalty: 4459.197266
	Iteration 38Q: 3 clusters Score -919955.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -919961.437500 Penalty: 4459.197266
	Iteration 39Q: 3 clusters Score -919961.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -919968.750000 Penalty: 4459.197266
	Iteration 40F: 3 clusters Score -919968.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -919969.750000 Penalty: 4459.197266
	Iteration 41Q: 3 clusters Score -919969.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -919972.625000 Penalty: 4459.197266
	Iteration 42Q: 3 clusters Score -919972.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -919973.125000 Penalty: 4459.197266
	Iteration 43Q: 3 clusters Score -919973.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -919975.875000 Penalty: 4459.197266
	Iteration 44Q: 3 clusters Score -919975.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -919978.000000 Penalty: 4459.197266
	Iteration 45Q: 3 clusters Score -919978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -919976.625000 Penalty: 4459.197266
	Iteration 46Q: 3 clusters Score -919976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -919976.812500 Penalty: 4459.197266
	Iteration 47Q: 3 clusters Score -919976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -919980.187500 Penalty: 4459.197266
	Iteration 48Q: 3 clusters Score -919980.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -919980.937500 Penalty: 4459.197266
	Iteration 49Q: 3 clusters Score -919980.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -919983.187500 Penalty: 4459.197266
	Iteration 50Q: 3 clusters Score -919983.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -919983.187500 Penalty: 4459.197266
	Iteration 51F: 3 clusters Score -919983.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 281278 members 
Mstep: Class 2 contains 1058 members 
Mstep: Class 3 contains 61952 members 
Mstep: Class 4 contains 18916 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 173232 members 
Mstep: Class 7 contains 25759 members 
Mstep: Class 8 contains 4063 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 62121 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 79827 members 
Mstep: Class 14 contains 12102 members 
Mstep: Class 15 contains 9047 members 
Mstep: Class 16 contains 67147 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 241192 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 6697 members 
Mstep: Class 21 contains 1581 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 5733 members 
Mstep: Class 25 contains 35920 members 
Mstep: Class 26 contains 12471 members 
Mstep: Class 27 contains 12394 members 
Mstep: Class 28 contains 8525 members 
Mstep: Class 29 contains 45798 members 
Mstep: Class 30 contains 6934 members 
Mstep: Class 31 contains 438 members 
Mstep: Class 32 contains 28210 members 
Mstep: Class 33 contains 2328 members 
Mstep: Class 34 contains 543 members 
Mstep: Class 35 contains 8147 members 
Mstep: Class 36 contains 442 members 
Mstep: Class 37 contains 5381 members 
Mstep: Class 38 contains 6444 members 
Entering Unmasked Estep 
Score: -148018688.000000 Penalty: 132266.796875
Splitting cluster 21 changes total score from -148013008.000000 to -148018688.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 22 (1920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Entering Unmasked Estep 
Score: -234103.359375 Penalty: 1874.900024
	Iteration 0F: 2 clusters Score -234103.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -231529.406250 Penalty: 3749.800049
	Iteration 0F: 3 clusters Score -231529.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -232090.703125 Penalty: 3749.800049
	Iteration 1F: 3 clusters Score -232090.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -232540.171875 Penalty: 3749.800049
	Iteration 2F: 3 clusters Score -232540.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -232812.593750 Penalty: 3749.800049
	Iteration 3F: 3 clusters Score -232812.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -232930.109375 Penalty: 3749.800049
	Iteration 4F: 3 clusters Score -232930.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -232974.000000 Penalty: 3749.800049
	Iteration 5Q: 3 clusters Score -232974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -233008.687500 Penalty: 3749.800049
	Iteration 6Q: 3 clusters Score -233008.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -233044.203125 Penalty: 3749.800049
	Iteration 7Q: 3 clusters Score -233044.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -233067.906250 Penalty: 3749.800049
	Iteration 8Q: 3 clusters Score -233067.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -233089.000000 Penalty: 3749.800049
	Iteration 9Q: 3 clusters Score -233089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -233104.515625 Penalty: 3749.800049
	Iteration 10Q: 3 clusters Score -233104.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -233115.421875 Penalty: 3749.800049
	Iteration 11Q: 3 clusters Score -233115.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -233126.921875 Penalty: 3749.800049
	Iteration 12Q: 3 clusters Score -233126.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -233140.265625 Penalty: 3749.800049
	Iteration 13Q: 3 clusters Score -233140.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -233150.109375 Penalty: 3749.800049
	Iteration 14Q: 3 clusters Score -233150.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -233158.828125 Penalty: 3749.800049
	Iteration 15Q: 3 clusters Score -233158.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -233165.437500 Penalty: 3749.800049
	Iteration 16Q: 3 clusters Score -233165.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -233172.031250 Penalty: 3749.800049
	Iteration 17Q: 3 clusters Score -233172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -233179.921875 Penalty: 3749.800049
	Iteration 18Q: 3 clusters Score -233179.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -233188.250000 Penalty: 3749.800049
	Iteration 19Q: 3 clusters Score -233188.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -233198.375000 Penalty: 3749.800049
	Iteration 20F: 3 clusters Score -233198.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -233205.500000 Penalty: 3749.800049
	Iteration 21Q: 3 clusters Score -233205.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -233215.968750 Penalty: 3749.800049
	Iteration 22Q: 3 clusters Score -233216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -233228.031250 Penalty: 3749.800049
	Iteration 23Q: 3 clusters Score -233228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -233238.015625 Penalty: 3749.800049
	Iteration 24Q: 3 clusters Score -233238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -233248.171875 Penalty: 3749.800049
	Iteration 25Q: 3 clusters Score -233248.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -233253.593750 Penalty: 3749.800049
	Iteration 26Q: 3 clusters Score -233253.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -233257.453125 Penalty: 3749.800049
	Iteration 27Q: 3 clusters Score -233257.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -233260.140625 Penalty: 3749.800049
	Iteration 28Q: 3 clusters Score -233260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -233262.000000 Penalty: 3749.800049
	Iteration 29Q: 3 clusters Score -233262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -233264.046875 Penalty: 3749.800049
	Iteration 30Q: 3 clusters Score -233264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -233266.375000 Penalty: 3749.800049
	Iteration 31Q: 3 clusters Score -233266.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -233266.875000 Penalty: 3749.800049
	Iteration 32Q: 3 clusters Score -233266.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -233267.750000 Penalty: 3749.800049
	Iteration 33Q: 3 clusters Score -233267.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -233267.750000 Penalty: 3749.800049
	Iteration 34F: 3 clusters Score -233267.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Entering Unmasked Estep 
Score: -304552.562500 Penalty: 1952.179810
	Iteration 0F: 2 clusters Score -304552.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -301521.906250 Penalty: 3904.359619
	Iteration 0F: 3 clusters Score -301521.9 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -302124.656250 Penalty: 3904.359619
	Iteration 1F: 3 clusters Score -302124.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -302348.500000 Penalty: 3904.359619
	Iteration 2F: 3 clusters Score -302348.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -302471.093750 Penalty: 3904.359619
	Iteration 3F: 3 clusters Score -302471.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -302558.500000 Penalty: 3904.359619
	Iteration 4Q: 3 clusters Score -302558.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -302621.000000 Penalty: 3904.359619
	Iteration 5Q: 3 clusters Score -302621 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -302658.000000 Penalty: 3904.359619
	Iteration 6Q: 3 clusters Score -302658 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -302689.750000 Penalty: 3904.359619
	Iteration 7Q: 3 clusters Score -302689.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -302719.281250 Penalty: 3904.359619
	Iteration 8Q: 3 clusters Score -302719.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -302750.718750 Penalty: 3904.359619
	Iteration 9Q: 3 clusters Score -302750.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -302775.593750 Penalty: 3904.359619
	Iteration 10Q: 3 clusters Score -302775.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -302796.281250 Penalty: 3904.359619
	Iteration 11Q: 3 clusters Score -302796.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -302810.500000 Penalty: 3904.359619
	Iteration 12Q: 3 clusters Score -302810.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -302823.375000 Penalty: 3904.359619
	Iteration 13Q: 3 clusters Score -302823.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -302835.906250 Penalty: 3904.359619
	Iteration 14Q: 3 clusters Score -302835.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -302848.031250 Penalty: 3904.359619
	Iteration 15Q: 3 clusters Score -302848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -302859.531250 Penalty: 3904.359619
	Iteration 16Q: 3 clusters Score -302859.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -302878.093750 Penalty: 3904.359619
	Iteration 17Q: 3 clusters Score -302878.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -302890.062500 Penalty: 3904.359619
	Iteration 18Q: 3 clusters Score -302890.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -302900.937500 Penalty: 3904.359619
	Iteration 19Q: 3 clusters Score -302900.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -302913.500000 Penalty: 3904.359619
	Iteration 20F: 3 clusters Score -302913.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -302922.500000 Penalty: 3904.359619
	Iteration 21Q: 3 clusters Score -302922.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -302931.718750 Penalty: 3904.359619
	Iteration 22Q: 3 clusters Score -302931.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -302937.781250 Penalty: 3904.359619
	Iteration 23Q: 3 clusters Score -302937.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -302940.000000 Penalty: 3904.359619
	Iteration 24Q: 3 clusters Score -302940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -302944.468750 Penalty: 3904.359619
	Iteration 25Q: 3 clusters Score -302944.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -302947.968750 Penalty: 3904.359619
	Iteration 26Q: 3 clusters Score -302948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -302950.906250 Penalty: 3904.359619
	Iteration 27Q: 3 clusters Score -302950.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -302951.343750 Penalty: 3904.359619
	Iteration 28Q: 3 clusters Score -302951.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -302951.718750 Penalty: 3904.359619
	Iteration 29Q: 3 clusters Score -302951.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -302951.812500 Penalty: 3904.359619
	Iteration 30Q: 3 clusters Score -302951.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -302951.812500 Penalty: 3904.359619
	Iteration 31F: 3 clusters Score -302951.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Entering Unmasked Estep 
Score: -673158.250000 Penalty: 2146.190674
	Iteration 0F: 2 clusters Score -673158.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -668133.500000 Penalty: 4292.381348
	Iteration 0F: 3 clusters Score -668133.5 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -669392.312500 Penalty: 4292.381348
	Iteration 1F: 3 clusters Score -669392.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -669653.625000 Penalty: 4292.381348
	Iteration 2F: 3 clusters Score -669653.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -669831.000000 Penalty: 4292.381348
	Iteration 3F: 3 clusters Score -669831 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -669972.250000 Penalty: 4292.381348
	Iteration 4Q: 3 clusters Score -669972.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -670086.562500 Penalty: 4292.381348
	Iteration 5Q: 3 clusters Score -670086.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -670214.812500 Penalty: 4292.381348
	Iteration 6Q: 3 clusters Score -670214.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -670348.000000 Penalty: 4292.381348
	Iteration 7Q: 3 clusters Score -670348 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -670471.125000 Penalty: 4292.381348
	Iteration 8Q: 3 clusters Score -670471.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -670596.125000 Penalty: 4292.381348
	Iteration 9Q: 3 clusters Score -670596.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -670723.437500 Penalty: 4292.381348
	Iteration 10Q: 3 clusters Score -670723.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -670862.250000 Penalty: 4292.381348
	Iteration 11Q: 3 clusters Score -670862.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -670987.875000 Penalty: 4292.381348
	Iteration 12Q: 3 clusters Score -670987.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -671106.937500 Penalty: 4292.381348
	Iteration 13Q: 3 clusters Score -671106.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -671202.812500 Penalty: 4292.381348
	Iteration 14Q: 3 clusters Score -671202.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -671279.500000 Penalty: 4292.381348
	Iteration 15Q: 3 clusters Score -671279.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -671353.937500 Penalty: 4292.381348
	Iteration 16Q: 3 clusters Score -671353.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -671420.125000 Penalty: 4292.381348
	Iteration 17Q: 3 clusters Score -671420.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -671487.562500 Penalty: 4292.381348
	Iteration 18Q: 3 clusters Score -671487.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -671533.250000 Penalty: 4292.381348
	Iteration 19Q: 3 clusters Score -671533.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -671565.687500 Penalty: 4292.381348
	Iteration 20F: 3 clusters Score -671565.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -671594.750000 Penalty: 4292.381348
	Iteration 21Q: 3 clusters Score -671594.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -671615.312500 Penalty: 4292.381348
	Iteration 22Q: 3 clusters Score -671615.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -671630.625000 Penalty: 4292.381348
	Iteration 23Q: 3 clusters Score -671630.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -671645.062500 Penalty: 4292.381348
	Iteration 24Q: 3 clusters Score -671645.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -671655.687500 Penalty: 4292.381348
	Iteration 25Q: 3 clusters Score -671655.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -671663.500000 Penalty: 4292.381348
	Iteration 26Q: 3 clusters Score -671663.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -671666.687500 Penalty: 4292.381348
	Iteration 27Q: 3 clusters Score -671666.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -671668.000000 Penalty: 4292.381348
	Iteration 28Q: 3 clusters Score -671668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -671672.000000 Penalty: 4292.381348
	Iteration 29Q: 3 clusters Score -671672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -671671.937500 Penalty: 4292.381348
	Iteration 30Q: 3 clusters Score -671671.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -671673.687500 Penalty: 4292.381348
	Iteration 31Q: 3 clusters Score -671673.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -671673.687500 Penalty: 4292.381348
	Iteration 32F: 3 clusters Score -671673.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (35920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Entering Unmasked Estep 
Score: -4291017.000000 Penalty: 2601.284424
	Iteration 0F: 2 clusters Score -4291017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -4266514.000000 Penalty: 5202.568848
	Iteration 0F: 3 clusters Score -4266514 nChanged 16379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -4275472.500000 Penalty: 5202.568848
	Iteration 1F: 3 clusters Score -4275472 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -4275988.500000 Penalty: 5202.568848
	Iteration 2Q: 3 clusters Score -4275988 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -4276433.000000 Penalty: 5202.568848
	Iteration 3Q: 3 clusters Score -4276433 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -4276803.500000 Penalty: 5202.568848
	Iteration 4Q: 3 clusters Score -4276804 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -4277149.500000 Penalty: 5202.568848
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Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4277444 nChanged 1076
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Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -4277771 nChanged 1139
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Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -4278160 nChanged 1233
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Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4278622 nChanged 1208
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Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4279102 nChanged 1262
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Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4279662 nChanged 1360
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Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4280820 nChanged 1286
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Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4281330 nChanged 1278
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Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4281820 nChanged 1175
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Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4282232 nChanged 1060
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Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4282899 nChanged 933
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Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4283174 nChanged 792
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Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4283410 nChanged 731
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Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4283632 nChanged 711
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Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4283862 nChanged 759
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Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4284122 nChanged 801
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Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4284786 nChanged 871
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4285152 nChanged 873
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4285554 nChanged 823
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	Iteration 28Q: 3 clusters Score -4285923 nChanged 804
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Mstep: Class 2 contains 9232 members 
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	Iteration 29Q: 3 clusters Score -4286250 nChanged 781
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Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4286604 nChanged 732
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Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4287224 nChanged 669
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Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4287537 nChanged 598
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Mstep: Class 2 contains 5933 members 
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	Iteration 35Q: 3 clusters Score -4288031 nChanged 466
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Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 4996 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4289120 nChanged 61
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	Iteration 51Q: 3 clusters Score -4289135 nChanged 49
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	Iteration 53Q: 3 clusters Score -4289150 nChanged 44
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	Iteration 54Q: 3 clusters Score -4289165 nChanged 39
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	Iteration 55Q: 3 clusters Score -4289177 nChanged 39
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	Iteration 56Q: 3 clusters Score -4289180 nChanged 26
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	Iteration 57Q: 3 clusters Score -4289182 nChanged 17
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	Iteration 58Q: 3 clusters Score -4289188 nChanged 16
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	Iteration 59Q: 3 clusters Score -4289188 nChanged 18
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	Iteration 60F: 3 clusters Score -4289203 nChanged 21
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	Iteration 61Q: 3 clusters Score -4289193 nChanged 24
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	Iteration 63Q: 3 clusters Score -4289206 nChanged 22
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	Iteration 64Q: 3 clusters Score -4289202 nChanged 17
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	Iteration 65Q: 3 clusters Score -4289210 nChanged 9
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	Iteration 66Q: 3 clusters Score -4289210 nChanged 8
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	Iteration 67Q: 3 clusters Score -4289215 nChanged 8
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	Iteration 68Q: 3 clusters Score -4289224 nChanged 6
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	Iteration 69Q: 3 clusters Score -4289222 nChanged 6
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4289218 nChanged 9
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	Iteration 71Q: 3 clusters Score -4289226 nChanged 5
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	Iteration 72Q: 3 clusters Score -4289230 nChanged 5
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	Iteration 73Q: 3 clusters Score -4289228 nChanged 4
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	Iteration 74Q: 3 clusters Score -4289232 nChanged 6
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	Iteration 75Q: 3 clusters Score -4289227 nChanged 10
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	Iteration 76Q: 3 clusters Score -4289236 nChanged 12
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	Iteration 77Q: 3 clusters Score -4289234 nChanged 9
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4289242 nChanged 6
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	Iteration 79Q: 3 clusters Score -4289240 nChanged 8
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4289244 nChanged 9
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	Iteration 81Q: 3 clusters Score -4289246 nChanged 3
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	Iteration 82Q: 3 clusters Score -4289245 nChanged 4
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	Iteration 83Q: 3 clusters Score -4289245 nChanged 3
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	Iteration 84Q: 3 clusters Score -4289246 nChanged 5
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	Iteration 85Q: 3 clusters Score -4289244 nChanged 8
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4289248 nChanged 3
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	Iteration 87Q: 3 clusters Score -4289252 nChanged 2
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	Iteration 88Q: 3 clusters Score -4289250 nChanged 1
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	Iteration 89Q: 3 clusters Score -4289246 nChanged 2
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	Iteration 90Q: 3 clusters Score -4289244 nChanged 5
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	Iteration 91Q: 3 clusters Score -4289250 nChanged 2
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	Iteration 92Q: 3 clusters Score -4289246 nChanged 1
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	Iteration 93Q: 3 clusters Score -4289246 nChanged 1
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	Iteration 94Q: 3 clusters Score -4289245 nChanged 2
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	Iteration 95Q: 3 clusters Score -4289244 nChanged 3
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	Iteration 96Q: 3 clusters Score -4289244 nChanged 1
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	Iteration 97Q: 3 clusters Score -4289243 nChanged 2
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Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4289247.000000 Penalty: 5202.568848
	Iteration 98Q: 3 clusters Score -4289247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4289250.000000 Penalty: 5202.568848
	Iteration 99Q: 3 clusters Score -4289250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4289250.500000 Penalty: 5202.568848
	Iteration 100F: 3 clusters Score -4289250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -4289253.000000 Penalty: 5202.568848
	Iteration 101Q: 3 clusters Score -4289253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4289255.500000 Penalty: 5202.568848
	Iteration 102Q: 3 clusters Score -4289256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4289257.000000 Penalty: 5202.568848
	Iteration 103Q: 3 clusters Score -4289257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4289257.500000 Penalty: 5202.568848
	Iteration 104Q: 3 clusters Score -4289258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4289260.500000 Penalty: 5202.568848
	Iteration 105Q: 3 clusters Score -4289260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4289258.500000 Penalty: 5202.568848
	Iteration 106Q: 3 clusters Score -4289258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4289255.500000 Penalty: 5202.568848
	Iteration 107Q: 3 clusters Score -4289256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4289257.500000 Penalty: 5202.568848
	Iteration 108Q: 3 clusters Score -4289258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4289258.500000 Penalty: 5202.568848
	Iteration 109Q: 3 clusters Score -4289258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4289261.000000 Penalty: 5202.568848
	Iteration 110Q: 3 clusters Score -4289261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4289266.500000 Penalty: 5202.568848
	Iteration 111Q: 3 clusters Score -4289266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4289270.500000 Penalty: 5202.568848
	Iteration 112Q: 3 clusters Score -4289270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4289270.500000 Penalty: 5202.568848
	Iteration 113Q: 3 clusters Score -4289270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4289272.000000 Penalty: 5202.568848
	Iteration 114Q: 3 clusters Score -4289272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4289269.000000 Penalty: 5202.568848
	Iteration 115Q: 3 clusters Score -4289269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4289270.000000 Penalty: 5202.568848
	Iteration 116Q: 3 clusters Score -4289270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -4289270.500000 Penalty: 5202.568848
	Iteration 117Q: 3 clusters Score -4289270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4289271.500000 Penalty: 5202.568848
	Iteration 118Q: 3 clusters Score -4289272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4289278.000000 Penalty: 5202.568848
	Iteration 119Q: 3 clusters Score -4289278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -4289275.500000 Penalty: 5202.568848
	Iteration 120F: 3 clusters Score -4289276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4289274.500000 Penalty: 5202.568848
	Iteration 121Q: 3 clusters Score -4289274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4289281.000000 Penalty: 5202.568848
	Iteration 122Q: 3 clusters Score -4289281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4289283.500000 Penalty: 5202.568848
	Iteration 123Q: 3 clusters Score -4289284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4289275.500000 Penalty: 5202.568848
	Iteration 124Q: 3 clusters Score -4289276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4289285.000000 Penalty: 5202.568848
	Iteration 125Q: 3 clusters Score -4289285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4289285.500000 Penalty: 5202.568848
	Iteration 126Q: 3 clusters Score -4289286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4289292.000000 Penalty: 5202.568848
	Iteration 127Q: 3 clusters Score -4289292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4289293.000000 Penalty: 5202.568848
	Iteration 128Q: 3 clusters Score -4289293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4289291.500000 Penalty: 5202.568848
	Iteration 129Q: 3 clusters Score -4289292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4289294.500000 Penalty: 5202.568848
	Iteration 130Q: 3 clusters Score -4289294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4289294.500000 Penalty: 5202.568848
	Iteration 131F: 3 clusters Score -4289294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Entering Unmasked Estep 
Score: -1540837.375000 Penalty: 2338.927979
	Iteration 0F: 2 clusters Score -1540837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1531748.750000 Penalty: 4677.855957
	Iteration 0F: 3 clusters Score -1531749 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1534359.750000 Penalty: 4677.855957
	Iteration 1F: 3 clusters Score -1534360 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1534646.250000 Penalty: 4677.855957
	Iteration 2F: 3 clusters Score -1534646 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1534864.000000 Penalty: 4677.855957
	Iteration 3Q: 3 clusters Score -1534864 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1535023.875000 Penalty: 4677.855957
	Iteration 4Q: 3 clusters Score -1535024 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1535174.500000 Penalty: 4677.855957
	Iteration 5Q: 3 clusters Score -1535174 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1535286.750000 Penalty: 4677.855957
	Iteration 6Q: 3 clusters Score -1535287 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1535384.875000 Penalty: 4677.855957
	Iteration 7Q: 3 clusters Score -1535385 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1535479.375000 Penalty: 4677.855957
	Iteration 8Q: 3 clusters Score -1535479 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1535587.000000 Penalty: 4677.855957
	Iteration 9Q: 3 clusters Score -1535587 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1535683.625000 Penalty: 4677.855957
	Iteration 10Q: 3 clusters Score -1535684 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1535804.375000 Penalty: 4677.855957
	Iteration 11Q: 3 clusters Score -1535804 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1535938.125000 Penalty: 4677.855957
	Iteration 12Q: 3 clusters Score -1535938 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1536090.500000 Penalty: 4677.855957
	Iteration 13Q: 3 clusters Score -1536090 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1536261.500000 Penalty: 4677.855957
	Iteration 14Q: 3 clusters Score -1536262 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1536450.500000 Penalty: 4677.855957
	Iteration 15Q: 3 clusters Score -1536450 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1536681.250000 Penalty: 4677.855957
	Iteration 16Q: 3 clusters Score -1536681 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1536953.250000 Penalty: 4677.855957
	Iteration 17Q: 3 clusters Score -1536953 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1537237.250000 Penalty: 4677.855957
	Iteration 18Q: 3 clusters Score -1537237 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1537545.000000 Penalty: 4677.855957
	Iteration 19Q: 3 clusters Score -1537545 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1537830.000000 Penalty: 4677.855957
	Iteration 20F: 3 clusters Score -1537830 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1538068.625000 Penalty: 4677.855957
	Iteration 21Q: 3 clusters Score -1538069 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1538244.375000 Penalty: 4677.855957
	Iteration 22Q: 3 clusters Score -1538244 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1538374.875000 Penalty: 4677.855957
	Iteration 23Q: 3 clusters Score -1538375 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1538460.375000 Penalty: 4677.855957
	Iteration 24Q: 3 clusters Score -1538460 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1538524.875000 Penalty: 4677.855957
	Iteration 25Q: 3 clusters Score -1538525 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1538568.625000 Penalty: 4677.855957
	Iteration 26Q: 3 clusters Score -1538569 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1538605.250000 Penalty: 4677.855957
	Iteration 27Q: 3 clusters Score -1538605 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1538628.375000 Penalty: 4677.855957
	Iteration 28Q: 3 clusters Score -1538628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1538649.250000 Penalty: 4677.855957
	Iteration 29Q: 3 clusters Score -1538649 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1538662.125000 Penalty: 4677.855957
	Iteration 30Q: 3 clusters Score -1538662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1538676.375000 Penalty: 4677.855957
	Iteration 31Q: 3 clusters Score -1538676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1538681.750000 Penalty: 4677.855957
	Iteration 32Q: 3 clusters Score -1538682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1538683.500000 Penalty: 4677.855957
	Iteration 33Q: 3 clusters Score -1538684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1538689.625000 Penalty: 4677.855957
	Iteration 34Q: 3 clusters Score -1538690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1538691.875000 Penalty: 4677.855957
	Iteration 35Q: 3 clusters Score -1538692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1538696.750000 Penalty: 4677.855957
	Iteration 36Q: 3 clusters Score -1538697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1538699.000000 Penalty: 4677.855957
	Iteration 37Q: 3 clusters Score -1538699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1538703.125000 Penalty: 4677.855957
	Iteration 38Q: 3 clusters Score -1538703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1538706.375000 Penalty: 4677.855957
	Iteration 39Q: 3 clusters Score -1538706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1538709.750000 Penalty: 4677.855957
	Iteration 40F: 3 clusters Score -1538710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1538714.500000 Penalty: 4677.855957
	Iteration 41Q: 3 clusters Score -1538714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1538721.500000 Penalty: 4677.855957
	Iteration 42Q: 3 clusters Score -1538722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1538722.625000 Penalty: 4677.855957
	Iteration 43Q: 3 clusters Score -1538723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1538729.000000 Penalty: 4677.855957
	Iteration 44Q: 3 clusters Score -1538729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1538735.000000 Penalty: 4677.855957
	Iteration 45Q: 3 clusters Score -1538735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1538735.375000 Penalty: 4677.855957
	Iteration 46Q: 3 clusters Score -1538735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1538737.250000 Penalty: 4677.855957
	Iteration 47Q: 3 clusters Score -1538737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1538739.625000 Penalty: 4677.855957
	Iteration 48Q: 3 clusters Score -1538740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1538735.875000 Penalty: 4677.855957
	Iteration 49Q: 3 clusters Score -1538736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1538736.375000 Penalty: 4677.855957
	Iteration 50Q: 3 clusters Score -1538736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1538742.125000 Penalty: 4677.855957
	Iteration 51Q: 3 clusters Score -1538742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1538742.125000 Penalty: 4677.855957
	Iteration 52F: 3 clusters Score -1538742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Entering Unmasked Estep 
Score: -1548781.250000 Penalty: 2337.392090
	Iteration 0F: 2 clusters Score -1548781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1539585.625000 Penalty: 4674.784180
	Iteration 0F: 3 clusters Score -1539586 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1542413.000000 Penalty: 4674.784180
	Iteration 1F: 3 clusters Score -1542413 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1542724.500000 Penalty: 4674.784180
	Iteration 2F: 3 clusters Score -1542724 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1542902.375000 Penalty: 4674.784180
	Iteration 3Q: 3 clusters Score -1542902 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1543039.000000 Penalty: 4674.784180
	Iteration 4Q: 3 clusters Score -1543039 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1543138.500000 Penalty: 4674.784180
	Iteration 5Q: 3 clusters Score -1543138 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1543221.375000 Penalty: 4674.784180
	Iteration 6Q: 3 clusters Score -1543221 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1543295.000000 Penalty: 4674.784180
	Iteration 7Q: 3 clusters Score -1543295 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1543355.500000 Penalty: 4674.784180
	Iteration 8Q: 3 clusters Score -1543356 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1543412.500000 Penalty: 4674.784180
	Iteration 9Q: 3 clusters Score -1543412 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1543476.125000 Penalty: 4674.784180
	Iteration 10Q: 3 clusters Score -1543476 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1543534.625000 Penalty: 4674.784180
	Iteration 11Q: 3 clusters Score -1543535 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1543616.500000 Penalty: 4674.784180
	Iteration 12Q: 3 clusters Score -1543616 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1543690.250000 Penalty: 4674.784180
	Iteration 13Q: 3 clusters Score -1543690 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1543796.875000 Penalty: 4674.784180
	Iteration 14Q: 3 clusters Score -1543797 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1543922.625000 Penalty: 4674.784180
	Iteration 15Q: 3 clusters Score -1543923 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1544084.750000 Penalty: 4674.784180
	Iteration 16Q: 3 clusters Score -1544085 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1544322.500000 Penalty: 4674.784180
	Iteration 17Q: 3 clusters Score -1544322 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1544615.875000 Penalty: 4674.784180
	Iteration 18Q: 3 clusters Score -1544616 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1544929.500000 Penalty: 4674.784180
	Iteration 19Q: 3 clusters Score -1544930 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1545230.375000 Penalty: 4674.784180
	Iteration 20F: 3 clusters Score -1545230 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1545466.750000 Penalty: 4674.784180
	Iteration 21Q: 3 clusters Score -1545467 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1545660.875000 Penalty: 4674.784180
	Iteration 22Q: 3 clusters Score -1545661 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1545808.125000 Penalty: 4674.784180
	Iteration 23Q: 3 clusters Score -1545808 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1545913.875000 Penalty: 4674.784180
	Iteration 24Q: 3 clusters Score -1545914 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1546017.625000 Penalty: 4674.784180
	Iteration 25Q: 3 clusters Score -1546018 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1546105.500000 Penalty: 4674.784180
	Iteration 26Q: 3 clusters Score -1546106 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1546191.125000 Penalty: 4674.784180
	Iteration 27Q: 3 clusters Score -1546191 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1546252.250000 Penalty: 4674.784180
	Iteration 28Q: 3 clusters Score -1546252 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1546304.500000 Penalty: 4674.784180
	Iteration 29Q: 3 clusters Score -1546304 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1546350.500000 Penalty: 4674.784180
	Iteration 30Q: 3 clusters Score -1546350 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1546376.750000 Penalty: 4674.784180
	Iteration 31Q: 3 clusters Score -1546377 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1546404.750000 Penalty: 4674.784180
	Iteration 32Q: 3 clusters Score -1546405 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1546440.375000 Penalty: 4674.784180
	Iteration 33Q: 3 clusters Score -1546440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1546469.000000 Penalty: 4674.784180
	Iteration 34Q: 3 clusters Score -1546469 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1546500.500000 Penalty: 4674.784180
	Iteration 35Q: 3 clusters Score -1546500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1546531.500000 Penalty: 4674.784180
	Iteration 36Q: 3 clusters Score -1546532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1546560.500000 Penalty: 4674.784180
	Iteration 37Q: 3 clusters Score -1546560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1546579.375000 Penalty: 4674.784180
	Iteration 38Q: 3 clusters Score -1546579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1546598.250000 Penalty: 4674.784180
	Iteration 39Q: 3 clusters Score -1546598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1546615.375000 Penalty: 4674.784180
	Iteration 40F: 3 clusters Score -1546615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1546621.625000 Penalty: 4674.784180
	Iteration 41Q: 3 clusters Score -1546622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1546627.750000 Penalty: 4674.784180
	Iteration 42Q: 3 clusters Score -1546628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1546634.375000 Penalty: 4674.784180
	Iteration 43Q: 3 clusters Score -1546634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1546637.500000 Penalty: 4674.784180
	Iteration 44Q: 3 clusters Score -1546638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1546642.500000 Penalty: 4674.784180
	Iteration 45Q: 3 clusters Score -1546642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1546645.375000 Penalty: 4674.784180
	Iteration 46Q: 3 clusters Score -1546645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1546651.625000 Penalty: 4674.784180
	Iteration 47Q: 3 clusters Score -1546652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1546655.500000 Penalty: 4674.784180
	Iteration 48Q: 3 clusters Score -1546656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1546655.250000 Penalty: 4674.784180
	Iteration 49Q: 3 clusters Score -1546655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1546659.125000 Penalty: 4674.784180
	Iteration 50Q: 3 clusters Score -1546659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1546663.000000 Penalty: 4674.784180
	Iteration 51Q: 3 clusters Score -1546663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1546665.000000 Penalty: 4674.784180
	Iteration 52Q: 3 clusters Score -1546665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1546672.875000 Penalty: 4674.784180
	Iteration 53Q: 3 clusters Score -1546673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1546677.250000 Penalty: 4674.784180
	Iteration 54Q: 3 clusters Score -1546677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1546682.875000 Penalty: 4674.784180
	Iteration 55Q: 3 clusters Score -1546683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1546684.875000 Penalty: 4674.784180
	Iteration 56Q: 3 clusters Score -1546685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1546685.875000 Penalty: 4674.784180
	Iteration 57Q: 3 clusters Score -1546686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1546690.125000 Penalty: 4674.784180
	Iteration 58Q: 3 clusters Score -1546690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1546692.125000 Penalty: 4674.784180
	Iteration 59Q: 3 clusters Score -1546692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1546699.000000 Penalty: 4674.784180
	Iteration 60F: 3 clusters Score -1546699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1546705.125000 Penalty: 4674.784180
	Iteration 61Q: 3 clusters Score -1546705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1546709.625000 Penalty: 4674.784180
	Iteration 62Q: 3 clusters Score -1546710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1546718.250000 Penalty: 4674.784180
	Iteration 63Q: 3 clusters Score -1546718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1546724.125000 Penalty: 4674.784180
	Iteration 64Q: 3 clusters Score -1546724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1546730.000000 Penalty: 4674.784180
	Iteration 65Q: 3 clusters Score -1546730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1546729.000000 Penalty: 4674.784180
	Iteration 66Q: 3 clusters Score -1546729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1546733.625000 Penalty: 4674.784180
	Iteration 67Q: 3 clusters Score -1546734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1546731.750000 Penalty: 4674.784180
	Iteration 68Q: 3 clusters Score -1546732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1546734.000000 Penalty: 4674.784180
	Iteration 69Q: 3 clusters Score -1546734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1546734.000000 Penalty: 4674.784180
	Iteration 70F: 3 clusters Score -1546734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Entering Unmasked Estep 
Score: -918002.687500 Penalty: 2244.588135
	Iteration 0F: 2 clusters Score -918002.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -911431.125000 Penalty: 4489.176270
	Iteration 0F: 3 clusters Score -911431.1 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -913863.750000 Penalty: 4489.176270
	Iteration 1F: 3 clusters Score -913863.8 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -914662.812500 Penalty: 4489.176270
	Iteration 2F: 3 clusters Score -914662.8 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -915259.375000 Penalty: 4489.176270
	Iteration 3F: 3 clusters Score -915259.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -915737.687500 Penalty: 4489.176270
	Iteration 4F: 3 clusters Score -915737.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -916060.125000 Penalty: 4489.176270
	Iteration 5F: 3 clusters Score -916060.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -916296.062500 Penalty: 4489.176270
	Iteration 6Q: 3 clusters Score -916296.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -916457.062500 Penalty: 4489.176270
	Iteration 7Q: 3 clusters Score -916457.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -916571.000000 Penalty: 4489.176270
	Iteration 8Q: 3 clusters Score -916571 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -916647.875000 Penalty: 4489.176270
	Iteration 9Q: 3 clusters Score -916647.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -916695.500000 Penalty: 4489.176270
	Iteration 10Q: 3 clusters Score -916695.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -916732.437500 Penalty: 4489.176270
	Iteration 11Q: 3 clusters Score -916732.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -916757.687500 Penalty: 4489.176270
	Iteration 12Q: 3 clusters Score -916757.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -916786.437500 Penalty: 4489.176270
	Iteration 13Q: 3 clusters Score -916786.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -916803.312500 Penalty: 4489.176270
	Iteration 14Q: 3 clusters Score -916803.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -916816.625000 Penalty: 4489.176270
	Iteration 15Q: 3 clusters Score -916816.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -916826.625000 Penalty: 4489.176270
	Iteration 16Q: 3 clusters Score -916826.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -916832.625000 Penalty: 4489.176270
	Iteration 17Q: 3 clusters Score -916832.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -916834.250000 Penalty: 4489.176270
	Iteration 18Q: 3 clusters Score -916834.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -916836.125000 Penalty: 4489.176270
	Iteration 19Q: 3 clusters Score -916836.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -916841.500000 Penalty: 4489.176270
	Iteration 20F: 3 clusters Score -916841.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -916844.937500 Penalty: 4489.176270
	Iteration 21Q: 3 clusters Score -916844.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -916845.562500 Penalty: 4489.176270
	Iteration 22Q: 3 clusters Score -916845.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -916848.375000 Penalty: 4489.176270
	Iteration 23Q: 3 clusters Score -916848.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -916848.562500 Penalty: 4489.176270
	Iteration 24Q: 3 clusters Score -916848.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -916852.437500 Penalty: 4489.176270
	Iteration 25Q: 3 clusters Score -916852.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -916852.187500 Penalty: 4489.176270
	Iteration 26Q: 3 clusters Score -916852.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -916855.187500 Penalty: 4489.176270
	Iteration 27Q: 3 clusters Score -916855.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -916855.625000 Penalty: 4489.176270
	Iteration 28Q: 3 clusters Score -916855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -916855.250000 Penalty: 4489.176270
	Iteration 29Q: 3 clusters Score -916855.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -916856.687500 Penalty: 4489.176270
	Iteration 30Q: 3 clusters Score -916856.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -916856.437500 Penalty: 4489.176270
	Iteration 31Q: 3 clusters Score -916856.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -916856.437500 Penalty: 4489.176270
	Iteration 32F: 3 clusters Score -916856.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (45798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Entering Unmasked Estep 
Score: -5323055.500000 Penalty: 2661.534912
	Iteration 0F: 2 clusters Score -5323056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -5292051.500000 Penalty: 5323.069824
	Iteration 0F: 3 clusters Score -5292052 nChanged 21194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -5304121.000000 Penalty: 5323.069824
	Iteration 1F: 3 clusters Score -5304121 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -5304925.000000 Penalty: 5323.069824
	Iteration 2Q: 3 clusters Score -5304925 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -5305934.000000 Penalty: 5323.069824
	Iteration 3Q: 3 clusters Score -5305934 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -5307214.500000 Penalty: 5323.069824
	Iteration 4F: 3 clusters Score -5307214 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -5308710.500000 Penalty: 5323.069824
	Iteration 5F: 3 clusters Score -5308710 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -5310355.000000 Penalty: 5323.069824
	Iteration 6F: 3 clusters Score -5310355 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -5311883.000000 Penalty: 5323.069824
	Iteration 7F: 3 clusters Score -5311883 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -5313294.000000 Penalty: 5323.069824
	Iteration 8F: 3 clusters Score -5313294 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -5314453.000000 Penalty: 5323.069824
	Iteration 9Q: 3 clusters Score -5314453 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -5315268.000000 Penalty: 5323.069824
	Iteration 10Q: 3 clusters Score -5315268 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -5315823.500000 Penalty: 5323.069824
	Iteration 11Q: 3 clusters Score -5315824 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -5316258.000000 Penalty: 5323.069824
	Iteration 12Q: 3 clusters Score -5316258 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -5316624.500000 Penalty: 5323.069824
	Iteration 13Q: 3 clusters Score -5316624 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -5317003.500000 Penalty: 5323.069824
	Iteration 14Q: 3 clusters Score -5317004 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -5317353.500000 Penalty: 5323.069824
	Iteration 15Q: 3 clusters Score -5317354 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -5317700.000000 Penalty: 5323.069824
	Iteration 16Q: 3 clusters Score -5317700 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -5318000.000000 Penalty: 5323.069824
	Iteration 17Q: 3 clusters Score -5318000 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -5318259.000000 Penalty: 5323.069824
	Iteration 18Q: 3 clusters Score -5318259 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -5318502.000000 Penalty: 5323.069824
	Iteration 19Q: 3 clusters Score -5318502 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -5318730.000000 Penalty: 5323.069824
	Iteration 20F: 3 clusters Score -5318730 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -5318924.500000 Penalty: 5323.069824
	Iteration 21Q: 3 clusters Score -5318924 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -5319159.500000 Penalty: 5323.069824
	Iteration 22Q: 3 clusters Score -5319160 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -5319376.000000 Penalty: 5323.069824
	Iteration 23Q: 3 clusters Score -5319376 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -5319563.000000 Penalty: 5323.069824
	Iteration 24Q: 3 clusters Score -5319563 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -5319688.000000 Penalty: 5323.069824
	Iteration 25Q: 3 clusters Score -5319688 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -5319805.500000 Penalty: 5323.069824
	Iteration 26Q: 3 clusters Score -5319806 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -5319903.500000 Penalty: 5323.069824
	Iteration 27Q: 3 clusters Score -5319904 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -5319995.000000 Penalty: 5323.069824
	Iteration 28Q: 3 clusters Score -5319995 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -5320061.000000 Penalty: 5323.069824
	Iteration 29Q: 3 clusters Score -5320061 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -5320166.000000 Penalty: 5323.069824
	Iteration 30Q: 3 clusters Score -5320166 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -5320212.000000 Penalty: 5323.069824
	Iteration 31Q: 3 clusters Score -5320212 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -5320287.000000 Penalty: 5323.069824
	Iteration 32Q: 3 clusters Score -5320287 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -5320320.500000 Penalty: 5323.069824
	Iteration 33Q: 3 clusters Score -5320320 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -5320370.000000 Penalty: 5323.069824
	Iteration 34Q: 3 clusters Score -5320370 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -5320418.000000 Penalty: 5323.069824
	Iteration 35Q: 3 clusters Score -5320418 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -5320459.500000 Penalty: 5323.069824
	Iteration 36Q: 3 clusters Score -5320460 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -5320505.500000 Penalty: 5323.069824
	Iteration 37Q: 3 clusters Score -5320506 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -5320562.000000 Penalty: 5323.069824
	Iteration 38Q: 3 clusters Score -5320562 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -5320596.500000 Penalty: 5323.069824
	Iteration 39Q: 3 clusters Score -5320596 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -5320643.000000 Penalty: 5323.069824
	Iteration 40F: 3 clusters Score -5320643 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -5320693.000000 Penalty: 5323.069824
	Iteration 41Q: 3 clusters Score -5320693 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -5320721.500000 Penalty: 5323.069824
	Iteration 42Q: 3 clusters Score -5320722 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -5320784.500000 Penalty: 5323.069824
	Iteration 43Q: 3 clusters Score -5320784 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -5320803.000000 Penalty: 5323.069824
	Iteration 44Q: 3 clusters Score -5320803 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -5320838.000000 Penalty: 5323.069824
	Iteration 45Q: 3 clusters Score -5320838 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -5320879.500000 Penalty: 5323.069824
	Iteration 46Q: 3 clusters Score -5320880 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -5320907.000000 Penalty: 5323.069824
	Iteration 47Q: 3 clusters Score -5320907 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -5320934.500000 Penalty: 5323.069824
	Iteration 48Q: 3 clusters Score -5320934 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -5320942.500000 Penalty: 5323.069824
	Iteration 49Q: 3 clusters Score -5320942 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -5320964.500000 Penalty: 5323.069824
	Iteration 50Q: 3 clusters Score -5320964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -5320969.000000 Penalty: 5323.069824
	Iteration 51Q: 3 clusters Score -5320969 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -5320988.000000 Penalty: 5323.069824
	Iteration 52Q: 3 clusters Score -5320988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -5321002.500000 Penalty: 5323.069824
	Iteration 53Q: 3 clusters Score -5321002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -5321013.500000 Penalty: 5323.069824
	Iteration 54Q: 3 clusters Score -5321014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -5321015.000000 Penalty: 5323.069824
	Iteration 55Q: 3 clusters Score -5321015 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -5321022.500000 Penalty: 5323.069824
	Iteration 56Q: 3 clusters Score -5321022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -5321025.000000 Penalty: 5323.069824
	Iteration 57Q: 3 clusters Score -5321025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -5321024.500000 Penalty: 5323.069824
	Iteration 58Q: 3 clusters Score -5321024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -5321024.000000 Penalty: 5323.069824
	Iteration 59Q: 3 clusters Score -5321024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -5321032.000000 Penalty: 5323.069824
	Iteration 60F: 3 clusters Score -5321032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -5321034.000000 Penalty: 5323.069824
	Iteration 61Q: 3 clusters Score -5321034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -5321033.500000 Penalty: 5323.069824
	Iteration 62Q: 3 clusters Score -5321034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -5321032.000000 Penalty: 5323.069824
	Iteration 63Q: 3 clusters Score -5321032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -5321033.000000 Penalty: 5323.069824
	Iteration 64Q: 3 clusters Score -5321033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -5321036.500000 Penalty: 5323.069824
	Iteration 65Q: 3 clusters Score -5321036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -5321029.000000 Penalty: 5323.069824
	Iteration 66Q: 3 clusters Score -5321029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -5321034.000000 Penalty: 5323.069824
	Iteration 67Q: 3 clusters Score -5321034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -5321042.000000 Penalty: 5323.069824
	Iteration 68Q: 3 clusters Score -5321042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -5321046.000000 Penalty: 5323.069824
	Iteration 69Q: 3 clusters Score -5321046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -5321053.500000 Penalty: 5323.069824
	Iteration 70Q: 3 clusters Score -5321054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -5321049.000000 Penalty: 5323.069824
	Iteration 71Q: 3 clusters Score -5321049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -5321062.000000 Penalty: 5323.069824
	Iteration 72Q: 3 clusters Score -5321062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -5321083.500000 Penalty: 5323.069824
	Iteration 73Q: 3 clusters Score -5321084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -5321086.000000 Penalty: 5323.069824
	Iteration 74Q: 3 clusters Score -5321086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -5321086.500000 Penalty: 5323.069824
	Iteration 75Q: 3 clusters Score -5321086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -5321096.500000 Penalty: 5323.069824
	Iteration 76Q: 3 clusters Score -5321096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -5321101.000000 Penalty: 5323.069824
	Iteration 77Q: 3 clusters Score -5321101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -5321098.000000 Penalty: 5323.069824
	Iteration 78Q: 3 clusters Score -5321098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -5321098.000000 Penalty: 5323.069824
	Iteration 79Q: 3 clusters Score -5321098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -5321101.500000 Penalty: 5323.069824
	Iteration 80F: 3 clusters Score -5321102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -5321093.500000 Penalty: 5323.069824
	Iteration 81Q: 3 clusters Score -5321094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -5321092.500000 Penalty: 5323.069824
	Iteration 82Q: 3 clusters Score -5321092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -5321091.500000 Penalty: 5323.069824
	Iteration 83Q: 3 clusters Score -5321092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -5321086.000000 Penalty: 5323.069824
	Iteration 84Q: 3 clusters Score -5321086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -5321090.500000 Penalty: 5323.069824
	Iteration 85Q: 3 clusters Score -5321090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -5321090.500000 Penalty: 5323.069824
	Iteration 86F: 3 clusters Score -5321090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 281278 members 
Mstep: Class 2 contains 1058 members 
Mstep: Class 3 contains 61952 members 
Mstep: Class 4 contains 18916 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 173232 members 
Mstep: Class 7 contains 25759 members 
Mstep: Class 8 contains 4063 members 
Mstep: Class 9 contains 4569 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 62121 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 79827 members 
Mstep: Class 14 contains 12102 members 
Mstep: Class 15 contains 9047 members 
Mstep: Class 16 contains 67147 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 241192 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 6697 members 
Mstep: Class 21 contains 1581 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 5733 members 
Mstep: Class 25 contains 35920 members 
Mstep: Class 26 contains 12471 members 
Mstep: Class 27 contains 12394 members 
Mstep: Class 28 contains 8525 members 
Mstep: Class 29 contains 45798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148025728.000000 Penalty: 132266.796875
Iteration 79Q: 39 clusters Score -1.480257e+08 nChanged 19619
Entering Unmasked Mstep 
Mstep: Class 0 contains 824 members 
Mstep: Class 1 contains 281689 members 
Mstep: Class 2 contains 1058 members 
Mstep: Class 3 contains 62049 members 
Mstep: Class 4 contains 19035 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 173810 members 
Mstep: Class 7 contains 26026 members 
Mstep: Class 8 contains 4672 members 
Mstep: Class 9 contains 4598 members 
Mstep: Class 10 contains 4283 members 
Mstep: Class 11 contains 62308 members 
Mstep: Class 12 contains 2811 members 
Mstep: Class 13 contains 78603 members 
Mstep: Class 14 contains 12092 members 
Mstep: Class 15 contains 9048 members 
Mstep: Class 16 contains 67108 members 
Mstep: Class 17 contains 692 members 
Mstep: Class 18 contains 241281 members 
Mstep: Class 19 contains 159 members 
Mstep: Class 20 contains 6977 members 
Mstep: Class 21 contains 1883 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2626 members 
Mstep: Class 24 contains 5714 members 
Mstep: Class 25 contains 36499 members 
Mstep: Class 26 contains 12349 members 
Mstep: Class 27 contains 12386 members 
Mstep: Class 28 contains 8587 members 
Mstep: Class 29 contains 46534 members 
Mstep: Class 30 contains 6910 members 
Mstep: Class 31 contains 445 members 
Mstep: Class 32 contains 26556 members 
Mstep: Class 33 contains 2088 members 
Mstep: Class 34 contains 542 members 
Mstep: Class 35 contains 8060 members 
Mstep: Class 36 contains 438 members 
Mstep: Class 37 contains 5110 members 
Mstep: Class 38 contains 6020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148034688.000000 Penalty: 132266.796875
Iteration 80F: 39 clusters Score -1.480347e+08 nChanged 14601
Entering Unmasked Mstep 
Mstep: Class 0 contains 808 members 
Mstep: Class 1 contains 281476 members 
Mstep: Class 2 contains 1060 members 
Mstep: Class 3 contains 61713 members 
Mstep: Class 4 contains 18825 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 174047 members 
Mstep: Class 7 contains 26071 members 
Mstep: Class 8 contains 5098 members 
Mstep: Class 9 contains 4542 members 
Mstep: Class 10 contains 4138 members 
Mstep: Class 11 contains 61750 members 
Mstep: Class 12 contains 2668 members 
Mstep: Class 13 contains 77705 members 
Mstep: Class 14 contains 12013 members 
Mstep: Class 15 contains 9012 members 
Mstep: Class 16 contains 67073 members 
Mstep: Class 17 contains 699 members 
Mstep: Class 18 contains 241408 members 
Mstep: Class 19 contains 166 members 
Mstep: Class 20 contains 7066 members 
Mstep: Class 21 contains 2030 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 36481 members 
Mstep: Class 26 contains 11913 members 
Mstep: Class 27 contains 12375 members 
Mstep: Class 28 contains 8529 members 
Mstep: Class 29 contains 46112 members 
Mstep: Class 30 contains 7435 members 
Mstep: Class 31 contains 445 members 
Mstep: Class 32 contains 26951 members 
Mstep: Class 33 contains 2221 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 9165 members 
Mstep: Class 36 contains 459 members 
Mstep: Class 37 contains 5415 members 
Mstep: Class 38 contains 6130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148038432.000000 Penalty: 132266.796875
Iteration 81Q: 39 clusters Score -1.480384e+08 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 806 members 
Mstep: Class 1 contains 280801 members 
Mstep: Class 2 contains 1056 members 
Mstep: Class 3 contains 61524 members 
Mstep: Class 4 contains 18656 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 174304 members 
Mstep: Class 7 contains 26106 members 
Mstep: Class 8 contains 5483 members 
Mstep: Class 9 contains 4532 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 61437 members 
Mstep: Class 12 contains 2637 members 
Mstep: Class 13 contains 77033 members 
Mstep: Class 14 contains 11985 members 
Mstep: Class 15 contains 9002 members 
Mstep: Class 16 contains 67030 members 
Mstep: Class 17 contains 704 members 
Mstep: Class 18 contains 242062 members 
Mstep: Class 19 contains 162 members 
Mstep: Class 20 contains 7144 members 
Mstep: Class 21 contains 2098 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 5727 members 
Mstep: Class 25 contains 36466 members 
Mstep: Class 26 contains 11589 members 
Mstep: Class 27 contains 12371 members 
Mstep: Class 28 contains 8499 members 
Mstep: Class 29 contains 45736 members 
Mstep: Class 30 contains 7789 members 
Mstep: Class 31 contains 445 members 
Mstep: Class 32 contains 27046 members 
Mstep: Class 33 contains 2236 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 9941 members 
Mstep: Class 36 contains 470 members 
Mstep: Class 37 contains 5605 members 
Mstep: Class 38 contains 6182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148040560.000000 Penalty: 132266.796875
Iteration 82Q: 39 clusters Score -1.480406e+08 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 806 members 
Mstep: Class 1 contains 279826 members 
Mstep: Class 2 contains 1052 members 
Mstep: Class 3 contains 61384 members 
Mstep: Class 4 contains 18528 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 174532 members 
Mstep: Class 7 contains 26126 members 
Mstep: Class 8 contains 5767 members 
Mstep: Class 9 contains 4527 members 
Mstep: Class 10 contains 4004 members 
Mstep: Class 11 contains 61213 members 
Mstep: Class 12 contains 2626 members 
Mstep: Class 13 contains 76490 members 
Mstep: Class 14 contains 11972 members 
Mstep: Class 15 contains 9000 members 
Mstep: Class 16 contains 67006 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 242958 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 7216 members 
Mstep: Class 21 contains 2140 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2600 members 
Mstep: Class 24 contains 5738 members 
Mstep: Class 25 contains 36433 members 
Mstep: Class 26 contains 11328 members 
Mstep: Class 27 contains 12352 members 
Mstep: Class 28 contains 8477 members 
Mstep: Class 29 contains 45387 members 
Mstep: Class 30 contains 8118 members 
Mstep: Class 31 contains 448 members 
Mstep: Class 32 contains 27104 members 
Mstep: Class 33 contains 2221 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 10657 members 
Mstep: Class 36 contains 472 members 
Mstep: Class 37 contains 5745 members 
Mstep: Class 38 contains 6206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148041296.000000 Penalty: 132266.796875
Iteration 83Q: 39 clusters Score -1.480413e+08 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 806 members 
Mstep: Class 1 contains 278726 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 61276 members 
Mstep: Class 4 contains 18442 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 174767 members 
Mstep: Class 7 contains 26130 members 
Mstep: Class 8 contains 5982 members 
Mstep: Class 9 contains 4526 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 61007 members 
Mstep: Class 12 contains 2621 members 
Mstep: Class 13 contains 75992 members 
Mstep: Class 14 contains 11980 members 
Mstep: Class 15 contains 8993 members 
Mstep: Class 16 contains 66959 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 244003 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 7249 members 
Mstep: Class 21 contains 2179 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2592 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 36396 members 
Mstep: Class 26 contains 11093 members 
Mstep: Class 27 contains 12329 members 
Mstep: Class 28 contains 8459 members 
Mstep: Class 29 contains 45074 members 
Mstep: Class 30 contains 8420 members 
Mstep: Class 31 contains 449 members 
Mstep: Class 32 contains 27135 members 
Mstep: Class 33 contains 2211 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 11325 members 
Mstep: Class 36 contains 473 members 
Mstep: Class 37 contains 5846 members 
Mstep: Class 38 contains 6243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042624.000000 Penalty: 132266.796875
Iteration 84Q: 39 clusters Score -1.480426e+08 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 806 members 
Mstep: Class 1 contains 277396 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 61200 members 
Mstep: Class 4 contains 18339 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 175051 members 
Mstep: Class 7 contains 26129 members 
Mstep: Class 8 contains 6165 members 
Mstep: Class 9 contains 4529 members 
Mstep: Class 10 contains 3961 members 
Mstep: Class 11 contains 60841 members 
Mstep: Class 12 contains 2618 members 
Mstep: Class 13 contains 75545 members 
Mstep: Class 14 contains 11989 members 
Mstep: Class 15 contains 8988 members 
Mstep: Class 16 contains 66906 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 245191 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 7313 members 
Mstep: Class 21 contains 2210 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 5755 members 
Mstep: Class 25 contains 36352 members 
Mstep: Class 26 contains 10869 members 
Mstep: Class 27 contains 12329 members 
Mstep: Class 28 contains 8453 members 
Mstep: Class 29 contains 44762 members 
Mstep: Class 30 contains 8690 members 
Mstep: Class 31 contains 449 members 
Mstep: Class 32 contains 27147 members 
Mstep: Class 33 contains 2205 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 11992 members 
Mstep: Class 36 contains 473 members 
Mstep: Class 37 contains 5893 members 
Mstep: Class 38 contains 6269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148043744.000000 Penalty: 132266.796875
Iteration 85Q: 39 clusters Score -1.480437e+08 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 806 members 
Mstep: Class 1 contains 275928 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 61134 members 
Mstep: Class 4 contains 18249 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 175403 members 
Mstep: Class 7 contains 26098 members 
Mstep: Class 8 contains 6343 members 
Mstep: Class 9 contains 4533 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 60673 members 
Mstep: Class 12 contains 2616 members 
Mstep: Class 13 contains 75127 members 
Mstep: Class 14 contains 11992 members 
Mstep: Class 15 contains 8984 members 
Mstep: Class 16 contains 66831 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 246457 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 7367 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2593 members 
Mstep: Class 24 contains 5760 members 
Mstep: Class 25 contains 36285 members 
Mstep: Class 26 contains 10718 members 
Mstep: Class 27 contains 12322 members 
Mstep: Class 28 contains 8444 members 
Mstep: Class 29 contains 44462 members 
Mstep: Class 30 contains 8916 members 
Mstep: Class 31 contains 452 members 
Mstep: Class 32 contains 27169 members 
Mstep: Class 33 contains 2196 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 12660 members 
Mstep: Class 36 contains 473 members 
Mstep: Class 37 contains 5940 members 
Mstep: Class 38 contains 6297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148045040.000000 Penalty: 132266.796875
Iteration 86Q: 39 clusters Score -1.48045e+08 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 806 members 
Mstep: Class 1 contains 274497 members 
Mstep: Class 2 contains 1050 members 
Mstep: Class 3 contains 61081 members 
Mstep: Class 4 contains 18188 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 175751 members 
Mstep: Class 7 contains 26075 members 
Mstep: Class 8 contains 6482 members 
Mstep: Class 9 contains 4537 members 
Mstep: Class 10 contains 3956 members 
Mstep: Class 11 contains 60529 members 
Mstep: Class 12 contains 2615 members 
Mstep: Class 13 contains 74726 members 
Mstep: Class 14 contains 11992 members 
Mstep: Class 15 contains 8984 members 
Mstep: Class 16 contains 66745 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 247645 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 7413 members 
Mstep: Class 21 contains 2234 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 36209 members 
Mstep: Class 26 contains 10615 members 
Mstep: Class 27 contains 12301 members 
Mstep: Class 28 contains 8434 members 
Mstep: Class 29 contains 44190 members 
Mstep: Class 30 contains 9121 members 
Mstep: Class 31 contains 450 members 
Mstep: Class 32 contains 27172 members 
Mstep: Class 33 contains 2185 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 13335 members 
Mstep: Class 36 contains 473 members 
Mstep: Class 37 contains 5986 members 
Mstep: Class 38 contains 6319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148045552.000000 Penalty: 132266.796875
Iteration 87Q: 39 clusters Score -1.480456e+08 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 806 members 
Mstep: Class 1 contains 273046 members 
Mstep: Class 2 contains 1049 members 
Mstep: Class 3 contains 61031 members 
Mstep: Class 4 contains 18131 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 176108 members 
Mstep: Class 7 contains 26052 members 
Mstep: Class 8 contains 6612 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 3955 members 
Mstep: Class 11 contains 60396 members 
Mstep: Class 12 contains 2612 members 
Mstep: Class 13 contains 74400 members 
Mstep: Class 14 contains 11996 members 
Mstep: Class 15 contains 8986 members 
Mstep: Class 16 contains 66634 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 248769 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 7457 members 
Mstep: Class 21 contains 2243 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2592 members 
Mstep: Class 24 contains 5771 members 
Mstep: Class 25 contains 36153 members 
Mstep: Class 26 contains 10509 members 
Mstep: Class 27 contains 12279 members 
Mstep: Class 28 contains 8426 members 
Mstep: Class 29 contains 43915 members 
Mstep: Class 30 contains 9293 members 
Mstep: Class 31 contains 451 members 
Mstep: Class 32 contains 27191 members 
Mstep: Class 33 contains 2181 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 14036 members 
Mstep: Class 36 contains 473 members 
Mstep: Class 37 contains 6030 members 
Mstep: Class 38 contains 6337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148045696.000000 Penalty: 132266.796875
Iteration 88Q: 39 clusters Score -1.480457e+08 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 806 members 
Mstep: Class 1 contains 271636 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 61004 members 
Mstep: Class 4 contains 18096 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 176453 members 
Mstep: Class 7 contains 26024 members 
Mstep: Class 8 contains 6739 members 
Mstep: Class 9 contains 4542 members 
Mstep: Class 10 contains 3953 members 
Mstep: Class 11 contains 60215 members 
Mstep: Class 12 contains 2613 members 
Mstep: Class 13 contains 74088 members 
Mstep: Class 14 contains 11999 members 
Mstep: Class 15 contains 8984 members 
Mstep: Class 16 contains 66528 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 249858 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 7495 members 
Mstep: Class 21 contains 2247 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2590 members 
Mstep: Class 24 contains 5774 members 
Mstep: Class 25 contains 36095 members 
Mstep: Class 26 contains 10419 members 
Mstep: Class 27 contains 12258 members 
Mstep: Class 28 contains 8418 members 
Mstep: Class 29 contains 43671 members 
Mstep: Class 30 contains 9437 members 
Mstep: Class 31 contains 452 members 
Mstep: Class 32 contains 27220 members 
Mstep: Class 33 contains 2185 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 14739 members 
Mstep: Class 36 contains 473 members 
Mstep: Class 37 contains 6053 members 
Mstep: Class 38 contains 6347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148045776.000000 Penalty: 132266.796875
Iteration 89Q: 39 clusters Score -1.480458e+08 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 806 members 
Mstep: Class 1 contains 270369 members 
Mstep: Class 2 contains 1040 members 
Mstep: Class 3 contains 60987 members 
Mstep: Class 4 contains 18040 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 176747 members 
Mstep: Class 7 contains 26009 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 4542 members 
Mstep: Class 10 contains 3951 members 
Mstep: Class 11 contains 60067 members 
Mstep: Class 12 contains 2610 members 
Mstep: Class 13 contains 73788 members 
Mstep: Class 14 contains 11996 members 
Mstep: Class 15 contains 8985 members 
Mstep: Class 16 contains 66414 members 
Mstep: Class 17 contains 706 members 
Mstep: Class 18 contains 250883 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 7527 members 
Mstep: Class 21 contains 2251 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 5774 members 
Mstep: Class 25 contains 36053 members 
Mstep: Class 26 contains 10340 members 
Mstep: Class 27 contains 12241 members 
Mstep: Class 28 contains 8407 members 
Mstep: Class 29 contains 43447 members 
Mstep: Class 30 contains 9567 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 27251 members 
Mstep: Class 33 contains 2188 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 15391 members 
Mstep: Class 36 contains 473 members 
Mstep: Class 37 contains 6070 members 
Mstep: Class 38 contains 6358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148046960.000000 Penalty: 132266.796875
Iteration 90Q: 39 clusters Score -1.48047e+08 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 806 members 
Mstep: Class 1 contains 269266 members 
Mstep: Class 2 contains 1039 members 
Mstep: Class 3 contains 60966 members 
Mstep: Class 4 contains 17988 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 177048 members 
Mstep: Class 7 contains 25993 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 4541 members 
Mstep: Class 10 contains 3950 members 
Mstep: Class 11 contains 59946 members 
Mstep: Class 12 contains 2610 members 
Mstep: Class 13 contains 73481 members 
Mstep: Class 14 contains 11995 members 
Mstep: Class 15 contains 8987 members 
Mstep: Class 16 contains 66339 members 
Mstep: Class 17 contains 707 members 
Mstep: Class 18 contains 251659 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 7550 members 
Mstep: Class 21 contains 2251 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 5782 members 
Mstep: Class 25 contains 36019 members 
Mstep: Class 26 contains 10253 members 
Mstep: Class 27 contains 12212 members 
Mstep: Class 28 contains 8397 members 
Mstep: Class 29 contains 43247 members 
Mstep: Class 30 contains 9712 members 
Mstep: Class 31 contains 459 members 
Mstep: Class 32 contains 27294 members 
Mstep: Class 33 contains 2192 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 16025 members 
Mstep: Class 36 contains 473 members 
Mstep: Class 37 contains 6085 members 
Mstep: Class 38 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148048688.000000 Penalty: 132266.796875
Iteration 91Q: 39 clusters Score -1.480487e+08 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 806 members 
Mstep: Class 1 contains 268363 members 
Mstep: Class 2 contains 1055 members 
Mstep: Class 3 contains 60952 members 
Mstep: Class 4 contains 17935 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 177345 members 
Mstep: Class 7 contains 25975 members 
Mstep: Class 8 contains 7024 members 
Mstep: Class 9 contains 4540 members 
Mstep: Class 10 contains 3950 members 
Mstep: Class 11 contains 59837 members 
Mstep: Class 12 contains 2609 members 
Mstep: Class 13 contains 73188 members 
Mstep: Class 14 contains 11988 members 
Mstep: Class 15 contains 8989 members 
Mstep: Class 16 contains 66264 members 
Mstep: Class 17 contains 706 members 
Mstep: Class 18 contains 252226 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 7574 members 
Mstep: Class 21 contains 2256 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 5790 members 
Mstep: Class 25 contains 35967 members 
Mstep: Class 26 contains 10192 members 
Mstep: Class 27 contains 12193 members 
Mstep: Class 28 contains 8384 members 
Mstep: Class 29 contains 43054 members 
Mstep: Class 30 contains 9839 members 
Mstep: Class 31 contains 444 members 
Mstep: Class 32 contains 27332 members 
Mstep: Class 33 contains 2192 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 16649 members 
Mstep: Class 36 contains 473 members 
Mstep: Class 37 contains 6098 members 
Mstep: Class 38 contains 6386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148049200.000000 Penalty: 132266.796875
Iteration 92Q: 39 clusters Score -1.480492e+08 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 806 members 
Mstep: Class 1 contains 267631 members 
Mstep: Class 2 contains 1063 members 
Mstep: Class 3 contains 60935 members 
Mstep: Class 4 contains 17893 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 177600 members 
Mstep: Class 7 contains 25949 members 
Mstep: Class 8 contains 7126 members 
Mstep: Class 9 contains 4540 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 59718 members 
Mstep: Class 12 contains 2607 members 
Mstep: Class 13 contains 72909 members 
Mstep: Class 14 contains 11988 members 
Mstep: Class 15 contains 8989 members 
Mstep: Class 16 contains 66195 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 252690 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 7597 members 
Mstep: Class 21 contains 2255 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 5787 members 
Mstep: Class 25 contains 35924 members 
Mstep: Class 26 contains 10149 members 
Mstep: Class 27 contains 12167 members 
Mstep: Class 28 contains 8370 members 
Mstep: Class 29 contains 42876 members 
Mstep: Class 30 contains 9971 members 
Mstep: Class 31 contains 437 members 
Mstep: Class 32 contains 27367 members 
Mstep: Class 33 contains 2183 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 17223 members 
Mstep: Class 36 contains 473 members 
Mstep: Class 37 contains 6108 members 
Mstep: Class 38 contains 6396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148049232.000000 Penalty: 132266.796875
Iteration 93Q: 39 clusters Score -1.480492e+08 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 806 members 
Mstep: Class 1 contains 267065 members 
Mstep: Class 2 contains 1070 members 
Mstep: Class 3 contains 60927 members 
Mstep: Class 4 contains 17865 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 177861 members 
Mstep: Class 7 contains 25931 members 
Mstep: Class 8 contains 7210 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 59589 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 72672 members 
Mstep: Class 14 contains 11991 members 
Mstep: Class 15 contains 8989 members 
Mstep: Class 16 contains 66118 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 252955 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 7620 members 
Mstep: Class 21 contains 2255 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 5783 members 
Mstep: Class 25 contains 35874 members 
Mstep: Class 26 contains 10120 members 
Mstep: Class 27 contains 12141 members 
Mstep: Class 28 contains 8361 members 
Mstep: Class 29 contains 42708 members 
Mstep: Class 30 contains 10107 members 
Mstep: Class 31 contains 430 members 
Mstep: Class 32 contains 27387 members 
Mstep: Class 33 contains 2177 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 17764 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6122 members 
Mstep: Class 38 contains 6407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148049456.000000 Penalty: 132266.796875
Iteration 94Q: 39 clusters Score -1.480495e+08 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 806 members 
Mstep: Class 1 contains 266584 members 
Mstep: Class 2 contains 1072 members 
Mstep: Class 3 contains 60931 members 
Mstep: Class 4 contains 17847 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 178081 members 
Mstep: Class 7 contains 25910 members 
Mstep: Class 8 contains 7278 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 59490 members 
Mstep: Class 12 contains 2603 members 
Mstep: Class 13 contains 72463 members 
Mstep: Class 14 contains 11994 members 
Mstep: Class 15 contains 8988 members 
Mstep: Class 16 contains 66076 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 253113 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 7642 members 
Mstep: Class 21 contains 2257 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 5779 members 
Mstep: Class 25 contains 35819 members 
Mstep: Class 26 contains 10101 members 
Mstep: Class 27 contains 12119 members 
Mstep: Class 28 contains 8364 members 
Mstep: Class 29 contains 42556 members 
Mstep: Class 30 contains 10224 members 
Mstep: Class 31 contains 428 members 
Mstep: Class 32 contains 27419 members 
Mstep: Class 33 contains 2174 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 18251 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6127 members 
Mstep: Class 38 contains 6414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148049792.000000 Penalty: 132266.796875
Iteration 95Q: 39 clusters Score -1.480498e+08 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 806 members 
Mstep: Class 1 contains 266166 members 
Mstep: Class 2 contains 1076 members 
Mstep: Class 3 contains 60931 members 
Mstep: Class 4 contains 17830 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 178296 members 
Mstep: Class 7 contains 25900 members 
Mstep: Class 8 contains 7332 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 59411 members 
Mstep: Class 12 contains 2602 members 
Mstep: Class 13 contains 72287 members 
Mstep: Class 14 contains 11993 members 
Mstep: Class 15 contains 8989 members 
Mstep: Class 16 contains 66039 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 253194 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 7668 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 5773 members 
Mstep: Class 25 contains 35766 members 
Mstep: Class 26 contains 10101 members 
Mstep: Class 27 contains 12096 members 
Mstep: Class 28 contains 8362 members 
Mstep: Class 29 contains 42380 members 
Mstep: Class 30 contains 10345 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 27455 members 
Mstep: Class 33 contains 2173 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 18706 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6124 members 
Mstep: Class 38 contains 6425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148049952.000000 Penalty: 132266.796875
Iteration 96Q: 39 clusters Score -1.4805e+08 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 806 members 
Mstep: Class 1 contains 265908 members 
Mstep: Class 2 contains 1077 members 
Mstep: Class 3 contains 60924 members 
Mstep: Class 4 contains 17813 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 178505 members 
Mstep: Class 7 contains 25893 members 
Mstep: Class 8 contains 7373 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 59347 members 
Mstep: Class 12 contains 2600 members 
Mstep: Class 13 contains 72077 members 
Mstep: Class 14 contains 11994 members 
Mstep: Class 15 contains 8988 members 
Mstep: Class 16 contains 66000 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 253209 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 7685 members 
Mstep: Class 21 contains 2255 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 5771 members 
Mstep: Class 25 contains 35720 members 
Mstep: Class 26 contains 10108 members 
Mstep: Class 27 contains 12067 members 
Mstep: Class 28 contains 8352 members 
Mstep: Class 29 contains 42218 members 
Mstep: Class 30 contains 10451 members 
Mstep: Class 31 contains 423 members 
Mstep: Class 32 contains 27477 members 
Mstep: Class 33 contains 2171 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 19131 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6128 members 
Mstep: Class 38 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148050560.000000 Penalty: 132266.796875
Iteration 97Q: 39 clusters Score -1.480506e+08 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 806 members 
Mstep: Class 1 contains 265726 members 
Mstep: Class 2 contains 1077 members 
Mstep: Class 3 contains 60926 members 
Mstep: Class 4 contains 17804 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 178675 members 
Mstep: Class 7 contains 25891 members 
Mstep: Class 8 contains 7398 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 59304 members 
Mstep: Class 12 contains 2600 members 
Mstep: Class 13 contains 71905 members 
Mstep: Class 14 contains 11992 members 
Mstep: Class 15 contains 8990 members 
Mstep: Class 16 contains 65970 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 253170 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 7711 members 
Mstep: Class 21 contains 2258 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 5765 members 
Mstep: Class 25 contains 35683 members 
Mstep: Class 26 contains 10121 members 
Mstep: Class 27 contains 12044 members 
Mstep: Class 28 contains 8349 members 
Mstep: Class 29 contains 42053 members 
Mstep: Class 30 contains 10569 members 
Mstep: Class 31 contains 423 members 
Mstep: Class 32 contains 27485 members 
Mstep: Class 33 contains 2171 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 19474 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6125 members 
Mstep: Class 38 contains 6447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148050928.000000 Penalty: 132266.796875
Iteration 98Q: 39 clusters Score -1.480509e+08 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 806 members 
Mstep: Class 1 contains 265614 members 
Mstep: Class 2 contains 1077 members 
Mstep: Class 3 contains 60924 members 
Mstep: Class 4 contains 17796 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 178825 members 
Mstep: Class 7 contains 25889 members 
Mstep: Class 8 contains 7427 members 
Mstep: Class 9 contains 4540 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 59275 members 
Mstep: Class 12 contains 2599 members 
Mstep: Class 13 contains 71723 members 
Mstep: Class 14 contains 11993 members 
Mstep: Class 15 contains 8991 members 
Mstep: Class 16 contains 65940 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 253087 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 7720 members 
Mstep: Class 21 contains 2257 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 5763 members 
Mstep: Class 25 contains 35650 members 
Mstep: Class 26 contains 10132 members 
Mstep: Class 27 contains 12032 members 
Mstep: Class 28 contains 8344 members 
Mstep: Class 29 contains 41910 members 
Mstep: Class 30 contains 10688 members 
Mstep: Class 31 contains 423 members 
Mstep: Class 32 contains 27497 members 
Mstep: Class 33 contains 2169 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 19778 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6126 members 
Mstep: Class 38 contains 6456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148051040.000000 Penalty: 132266.796875
Iteration 99Q: 39 clusters Score -1.48051e+08 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 806 members 
Mstep: Class 1 contains 265471 members 
Mstep: Class 2 contains 1077 members 
Mstep: Class 3 contains 60922 members 
Mstep: Class 4 contains 17803 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 178940 members 
Mstep: Class 7 contains 25885 members 
Mstep: Class 8 contains 7459 members 
Mstep: Class 9 contains 4540 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 59247 members 
Mstep: Class 12 contains 2598 members 
Mstep: Class 13 contains 71569 members 
Mstep: Class 14 contains 11995 members 
Mstep: Class 15 contains 8992 members 
Mstep: Class 16 contains 65931 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 253045 members 
Mstep: Class 19 contains 160 members 
Mstep: Class 20 contains 7736 members 
Mstep: Class 21 contains 2253 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 5760 members 
Mstep: Class 25 contains 35613 members 
Mstep: Class 26 contains 10153 members 
Mstep: Class 27 contains 12031 members 
Mstep: Class 28 contains 8343 members 
Mstep: Class 29 contains 41771 members 
Mstep: Class 30 contains 10797 members 
Mstep: Class 31 contains 423 members 
Mstep: Class 32 contains 27510 members 
Mstep: Class 33 contains 2167 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 20023 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6128 members 
Mstep: Class 38 contains 6463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148052352.000000 Penalty: 132266.796875
Iteration 100F: 39 clusters Score -1.480524e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 794 members 
Mstep: Class 1 contains 265375 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 60922 members 
Mstep: Class 4 contains 17795 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 179046 members 
Mstep: Class 7 contains 25883 members 
Mstep: Class 8 contains 7481 members 
Mstep: Class 9 contains 4540 members 
Mstep: Class 10 contains 3948 members 
Mstep: Class 11 contains 59231 members 
Mstep: Class 12 contains 2598 members 
Mstep: Class 13 contains 71431 members 
Mstep: Class 14 contains 11994 members 
Mstep: Class 15 contains 8991 members 
Mstep: Class 16 contains 65923 members 
Mstep: Class 17 contains 709 members 
Mstep: Class 18 contains 252941 members 
Mstep: Class 19 contains 167 members 
Mstep: Class 20 contains 7754 members 
Mstep: Class 21 contains 2263 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2588 members 
Mstep: Class 24 contains 5755 members 
Mstep: Class 25 contains 35585 members 
Mstep: Class 26 contains 10165 members 
Mstep: Class 27 contains 12025 members 
Mstep: Class 28 contains 8337 members 
Mstep: Class 29 contains 41651 members 
Mstep: Class 30 contains 10892 members 
Mstep: Class 31 contains 423 members 
Mstep: Class 32 contains 27528 members 
Mstep: Class 33 contains 2169 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 20283 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6122 members 
Mstep: Class 38 contains 6465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148052480.000000 Penalty: 132266.796875
Iteration 101Q: 39 clusters Score -1.480525e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 265269 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 60919 members 
Mstep: Class 4 contains 17789 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 179158 members 
Mstep: Class 7 contains 25886 members 
Mstep: Class 8 contains 7502 members 
Mstep: Class 9 contains 4540 members 
Mstep: Class 10 contains 3948 members 
Mstep: Class 11 contains 59190 members 
Mstep: Class 12 contains 2598 members 
Mstep: Class 13 contains 71320 members 
Mstep: Class 14 contains 11994 members 
Mstep: Class 15 contains 8989 members 
Mstep: Class 16 contains 65914 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 252831 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7759 members 
Mstep: Class 21 contains 2280 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 35564 members 
Mstep: Class 26 contains 10170 members 
Mstep: Class 27 contains 12010 members 
Mstep: Class 28 contains 8330 members 
Mstep: Class 29 contains 41556 members 
Mstep: Class 30 contains 10990 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27545 members 
Mstep: Class 33 contains 2164 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 20541 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6122 members 
Mstep: Class 38 contains 6466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148052816.000000 Penalty: 132266.796875
Iteration 102Q: 39 clusters Score -1.480528e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 265172 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 60916 members 
Mstep: Class 4 contains 17788 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 179318 members 
Mstep: Class 7 contains 25886 members 
Mstep: Class 8 contains 7526 members 
Mstep: Class 9 contains 4542 members 
Mstep: Class 10 contains 3948 members 
Mstep: Class 11 contains 59130 members 
Mstep: Class 12 contains 2598 members 
Mstep: Class 13 contains 71188 members 
Mstep: Class 14 contains 11994 members 
Mstep: Class 15 contains 8990 members 
Mstep: Class 16 contains 65914 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 252718 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7768 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 5751 members 
Mstep: Class 25 contains 35545 members 
Mstep: Class 26 contains 10174 members 
Mstep: Class 27 contains 11999 members 
Mstep: Class 28 contains 8327 members 
Mstep: Class 29 contains 41441 members 
Mstep: Class 30 contains 11086 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27551 members 
Mstep: Class 33 contains 2156 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 20779 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6123 members 
Mstep: Class 38 contains 6467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148052640.000000 Penalty: 132266.796875
Iteration 103Q: 39 clusters Score -1.480526e+08 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 265091 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 60918 members 
Mstep: Class 4 contains 17782 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 179458 members 
Mstep: Class 7 contains 25887 members 
Mstep: Class 8 contains 7544 members 
Mstep: Class 9 contains 4542 members 
Mstep: Class 10 contains 3948 members 
Mstep: Class 11 contains 59087 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 71094 members 
Mstep: Class 14 contains 11991 members 
Mstep: Class 15 contains 8990 members 
Mstep: Class 16 contains 65924 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 252580 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7777 members 
Mstep: Class 21 contains 2303 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 35529 members 
Mstep: Class 26 contains 10177 members 
Mstep: Class 27 contains 11986 members 
Mstep: Class 28 contains 8324 members 
Mstep: Class 29 contains 41361 members 
Mstep: Class 30 contains 11162 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27555 members 
Mstep: Class 33 contains 2154 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 20991 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 6471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148052880.000000 Penalty: 132266.796875
Iteration 104Q: 39 clusters Score -1.480529e+08 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 265037 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 60920 members 
Mstep: Class 4 contains 17778 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 179582 members 
Mstep: Class 7 contains 25890 members 
Mstep: Class 8 contains 7565 members 
Mstep: Class 9 contains 4541 members 
Mstep: Class 10 contains 3948 members 
Mstep: Class 11 contains 59041 members 
Mstep: Class 12 contains 2598 members 
Mstep: Class 13 contains 71008 members 
Mstep: Class 14 contains 11992 members 
Mstep: Class 15 contains 8990 members 
Mstep: Class 16 contains 65941 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 252417 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7782 members 
Mstep: Class 21 contains 2302 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2590 members 
Mstep: Class 24 contains 5750 members 
Mstep: Class 25 contains 35521 members 
Mstep: Class 26 contains 10179 members 
Mstep: Class 27 contains 11975 members 
Mstep: Class 28 contains 8315 members 
Mstep: Class 29 contains 41271 members 
Mstep: Class 30 contains 11242 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27562 members 
Mstep: Class 33 contains 2150 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 21202 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6118 members 
Mstep: Class 38 contains 6474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148052992.000000 Penalty: 132266.796875
Iteration 105Q: 39 clusters Score -1.48053e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 264939 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 60920 members 
Mstep: Class 4 contains 17780 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 179691 members 
Mstep: Class 7 contains 25892 members 
Mstep: Class 8 contains 7595 members 
Mstep: Class 9 contains 4541 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 59003 members 
Mstep: Class 12 contains 2598 members 
Mstep: Class 13 contains 70943 members 
Mstep: Class 14 contains 11991 members 
Mstep: Class 15 contains 8991 members 
Mstep: Class 16 contains 65938 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 252249 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7792 members 
Mstep: Class 21 contains 2300 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 35513 members 
Mstep: Class 26 contains 10180 members 
Mstep: Class 27 contains 11968 members 
Mstep: Class 28 contains 8309 members 
Mstep: Class 29 contains 41199 members 
Mstep: Class 30 contains 11324 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27569 members 
Mstep: Class 33 contains 2146 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 21428 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6115 members 
Mstep: Class 38 contains 6481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148053200.000000 Penalty: 132266.796875
Iteration 106Q: 39 clusters Score -1.480532e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 264799 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 60914 members 
Mstep: Class 4 contains 17773 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 179823 members 
Mstep: Class 7 contains 25894 members 
Mstep: Class 8 contains 7621 members 
Mstep: Class 9 contains 4541 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 58960 members 
Mstep: Class 12 contains 2599 members 
Mstep: Class 13 contains 70890 members 
Mstep: Class 14 contains 11991 members 
Mstep: Class 15 contains 8990 members 
Mstep: Class 16 contains 65932 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 252115 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7807 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 5744 members 
Mstep: Class 25 contains 35503 members 
Mstep: Class 26 contains 10176 members 
Mstep: Class 27 contains 11958 members 
Mstep: Class 28 contains 8308 members 
Mstep: Class 29 contains 41122 members 
Mstep: Class 30 contains 11402 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27577 members 
Mstep: Class 33 contains 2137 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 21666 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6115 members 
Mstep: Class 38 contains 6485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148053616.000000 Penalty: 132266.796875
Iteration 107Q: 39 clusters Score -1.480536e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 264663 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 60910 members 
Mstep: Class 4 contains 17765 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 179967 members 
Mstep: Class 7 contains 25888 members 
Mstep: Class 8 contains 7657 members 
Mstep: Class 9 contains 4541 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 58927 members 
Mstep: Class 12 contains 2599 members 
Mstep: Class 13 contains 70830 members 
Mstep: Class 14 contains 11991 members 
Mstep: Class 15 contains 8990 members 
Mstep: Class 16 contains 65916 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 251983 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7816 members 
Mstep: Class 21 contains 2301 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 5743 members 
Mstep: Class 25 contains 35489 members 
Mstep: Class 26 contains 10174 members 
Mstep: Class 27 contains 11958 members 
Mstep: Class 28 contains 8307 members 
Mstep: Class 29 contains 41047 members 
Mstep: Class 30 contains 11490 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27586 members 
Mstep: Class 33 contains 2136 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 21869 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6114 members 
Mstep: Class 38 contains 6488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148053536.000000 Penalty: 132266.796875
Iteration 108Q: 39 clusters Score -1.480535e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 264558 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 60908 members 
Mstep: Class 4 contains 17762 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 180107 members 
Mstep: Class 7 contains 25877 members 
Mstep: Class 8 contains 7683 members 
Mstep: Class 9 contains 4543 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 58901 members 
Mstep: Class 12 contains 2598 members 
Mstep: Class 13 contains 70783 members 
Mstep: Class 14 contains 11990 members 
Mstep: Class 15 contains 8990 members 
Mstep: Class 16 contains 65900 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 251854 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7818 members 
Mstep: Class 21 contains 2304 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 5745 members 
Mstep: Class 25 contains 35476 members 
Mstep: Class 26 contains 10174 members 
Mstep: Class 27 contains 11960 members 
Mstep: Class 28 contains 8302 members 
Mstep: Class 29 contains 40965 members 
Mstep: Class 30 contains 11569 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27599 members 
Mstep: Class 33 contains 2136 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 22040 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6116 members 
Mstep: Class 38 contains 6487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148053424.000000 Penalty: 132266.796875
Iteration 109Q: 39 clusters Score -1.480534e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 264505 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 60907 members 
Mstep: Class 4 contains 17768 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 180258 members 
Mstep: Class 7 contains 25879 members 
Mstep: Class 8 contains 7710 members 
Mstep: Class 9 contains 4542 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 58871 members 
Mstep: Class 12 contains 2598 members 
Mstep: Class 13 contains 70735 members 
Mstep: Class 14 contains 11989 members 
Mstep: Class 15 contains 8990 members 
Mstep: Class 16 contains 65884 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 251672 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7816 members 
Mstep: Class 21 contains 2306 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 5744 members 
Mstep: Class 25 contains 35459 members 
Mstep: Class 26 contains 10176 members 
Mstep: Class 27 contains 11955 members 
Mstep: Class 28 contains 8300 members 
Mstep: Class 29 contains 40873 members 
Mstep: Class 30 contains 11638 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27616 members 
Mstep: Class 33 contains 2138 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 22209 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 6487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148053808.000000 Penalty: 132266.796875
Iteration 110Q: 39 clusters Score -1.480538e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 264445 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 60905 members 
Mstep: Class 4 contains 17770 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 180414 members 
Mstep: Class 7 contains 25885 members 
Mstep: Class 8 contains 7744 members 
Mstep: Class 9 contains 4542 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 11 contains 58836 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 70696 members 
Mstep: Class 14 contains 11989 members 
Mstep: Class 15 contains 8991 members 
Mstep: Class 16 contains 65870 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 251474 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7818 members 
Mstep: Class 21 contains 2307 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2588 members 
Mstep: Class 24 contains 5742 members 
Mstep: Class 25 contains 35441 members 
Mstep: Class 26 contains 10176 members 
Mstep: Class 27 contains 11939 members 
Mstep: Class 28 contains 8298 members 
Mstep: Class 29 contains 40790 members 
Mstep: Class 30 contains 11722 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27623 members 
Mstep: Class 33 contains 2136 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 22386 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6121 members 
Mstep: Class 38 contains 6487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148053744.000000 Penalty: 132266.796875
Iteration 111Q: 39 clusters Score -1.480537e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 264361 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 60903 members 
Mstep: Class 4 contains 17766 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 180563 members 
Mstep: Class 7 contains 25885 members 
Mstep: Class 8 contains 7764 members 
Mstep: Class 9 contains 4541 members 
Mstep: Class 10 contains 3948 members 
Mstep: Class 11 contains 58806 members 
Mstep: Class 12 contains 2597 members 
Mstep: Class 13 contains 70659 members 
Mstep: Class 14 contains 11990 members 
Mstep: Class 15 contains 8992 members 
Mstep: Class 16 contains 65858 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 251293 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7820 members 
Mstep: Class 21 contains 2307 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2588 members 
Mstep: Class 24 contains 5739 members 
Mstep: Class 25 contains 35421 members 
Mstep: Class 26 contains 10180 members 
Mstep: Class 27 contains 11919 members 
Mstep: Class 28 contains 8291 members 
Mstep: Class 29 contains 40735 members 
Mstep: Class 30 contains 11816 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27628 members 
Mstep: Class 33 contains 2134 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 22563 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6124 members 
Mstep: Class 38 contains 6490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148053888.000000 Penalty: 132266.796875
Iteration 112Q: 39 clusters Score -1.480539e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 264287 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 60902 members 
Mstep: Class 4 contains 17759 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 180688 members 
Mstep: Class 7 contains 25884 members 
Mstep: Class 8 contains 7785 members 
Mstep: Class 9 contains 4541 members 
Mstep: Class 10 contains 3948 members 
Mstep: Class 11 contains 58790 members 
Mstep: Class 12 contains 2596 members 
Mstep: Class 13 contains 70621 members 
Mstep: Class 14 contains 11989 members 
Mstep: Class 15 contains 8992 members 
Mstep: Class 16 contains 65850 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 251156 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7812 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2588 members 
Mstep: Class 24 contains 5733 members 
Mstep: Class 25 contains 35406 members 
Mstep: Class 26 contains 10189 members 
Mstep: Class 27 contains 11914 members 
Mstep: Class 28 contains 8290 members 
Mstep: Class 29 contains 40667 members 
Mstep: Class 30 contains 11902 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27627 members 
Mstep: Class 33 contains 2126 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 22713 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6124 members 
Mstep: Class 38 contains 6494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148053712.000000 Penalty: 132266.796875
Iteration 113Q: 39 clusters Score -1.480537e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 264246 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 60900 members 
Mstep: Class 4 contains 17746 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 180797 members 
Mstep: Class 7 contains 25886 members 
Mstep: Class 8 contains 7802 members 
Mstep: Class 9 contains 4541 members 
Mstep: Class 10 contains 3947 members 
Mstep: Class 11 contains 58768 members 
Mstep: Class 12 contains 2596 members 
Mstep: Class 13 contains 70587 members 
Mstep: Class 14 contains 11989 members 
Mstep: Class 15 contains 8992 members 
Mstep: Class 16 contains 65848 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 251020 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7817 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 35397 members 
Mstep: Class 26 contains 10192 members 
Mstep: Class 27 contains 11907 members 
Mstep: Class 28 contains 8288 members 
Mstep: Class 29 contains 40595 members 
Mstep: Class 30 contains 11964 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27631 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 22855 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6128 members 
Mstep: Class 38 contains 6494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148053440.000000 Penalty: 132266.796875
Iteration 114Q: 39 clusters Score -1.480534e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 264224 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 60900 members 
Mstep: Class 4 contains 17740 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 180935 members 
Mstep: Class 7 contains 25889 members 
Mstep: Class 8 contains 7817 members 
Mstep: Class 9 contains 4541 members 
Mstep: Class 10 contains 3946 members 
Mstep: Class 11 contains 58748 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 70555 members 
Mstep: Class 14 contains 11988 members 
Mstep: Class 15 contains 8992 members 
Mstep: Class 16 contains 65835 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 250850 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7821 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 5727 members 
Mstep: Class 25 contains 35400 members 
Mstep: Class 26 contains 10185 members 
Mstep: Class 27 contains 11900 members 
Mstep: Class 28 contains 8287 members 
Mstep: Class 29 contains 40529 members 
Mstep: Class 30 contains 12014 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27634 members 
Mstep: Class 33 contains 2116 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 22994 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6130 members 
Mstep: Class 38 contains 6494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148053776.000000 Penalty: 132266.796875
Iteration 115Q: 39 clusters Score -1.480538e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 264177 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 60897 members 
Mstep: Class 4 contains 17734 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181025 members 
Mstep: Class 7 contains 25891 members 
Mstep: Class 8 contains 7827 members 
Mstep: Class 9 contains 4540 members 
Mstep: Class 10 contains 3946 members 
Mstep: Class 11 contains 58740 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 70522 members 
Mstep: Class 14 contains 11987 members 
Mstep: Class 15 contains 8992 members 
Mstep: Class 16 contains 65819 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 250750 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7822 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 5727 members 
Mstep: Class 25 contains 35400 members 
Mstep: Class 26 contains 10177 members 
Mstep: Class 27 contains 11891 members 
Mstep: Class 28 contains 8289 members 
Mstep: Class 29 contains 40475 members 
Mstep: Class 30 contains 12066 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27640 members 
Mstep: Class 33 contains 2113 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 23121 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6129 members 
Mstep: Class 38 contains 6495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148053584.000000 Penalty: 132266.796875
Iteration 116Q: 39 clusters Score -1.480536e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 264111 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 60897 members 
Mstep: Class 4 contains 17727 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181106 members 
Mstep: Class 7 contains 25893 members 
Mstep: Class 8 contains 7838 members 
Mstep: Class 9 contains 4539 members 
Mstep: Class 10 contains 3946 members 
Mstep: Class 11 contains 58729 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 70486 members 
Mstep: Class 14 contains 11986 members 
Mstep: Class 15 contains 8992 members 
Mstep: Class 16 contains 65794 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 250688 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7825 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 5724 members 
Mstep: Class 25 contains 35397 members 
Mstep: Class 26 contains 10176 members 
Mstep: Class 27 contains 11890 members 
Mstep: Class 28 contains 8285 members 
Mstep: Class 29 contains 40418 members 
Mstep: Class 30 contains 12115 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27644 members 
Mstep: Class 33 contains 2115 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 23249 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6130 members 
Mstep: Class 38 contains 6494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148053552.000000 Penalty: 132266.796875
Iteration 117Q: 39 clusters Score -1.480536e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 264066 members 
Mstep: Class 2 contains 1078 members 
Mstep: Class 3 contains 60896 members 
Mstep: Class 4 contains 17724 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181202 members 
Mstep: Class 7 contains 25890 members 
Mstep: Class 8 contains 7852 members 
Mstep: Class 9 contains 4538 members 
Mstep: Class 10 contains 3946 members 
Mstep: Class 11 contains 58726 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 70443 members 
Mstep: Class 14 contains 11985 members 
Mstep: Class 15 contains 8992 members 
Mstep: Class 16 contains 65777 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 250617 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7823 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 5720 members 
Mstep: Class 25 contains 35390 members 
Mstep: Class 26 contains 10167 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 8285 members 
Mstep: Class 29 contains 40357 members 
Mstep: Class 30 contains 12163 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27645 members 
Mstep: Class 33 contains 2115 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 23366 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6131 members 
Mstep: Class 38 contains 6492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148053664.000000 Penalty: 132266.796875
Iteration 118Q: 39 clusters Score -1.480537e+08 nChanged 700
Entering ConstructFrom: 
Score: -148053664.000000 Penalty: 132266.796875
Entering ConstructFrom: 
Trying to split cluster 1 (264020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264020 members 
Entering Unmasked Estep 
Score: -32435748.000000 Penalty: 3095.977539
	Iteration 0F: 2 clusters Score -3.243575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131826 members 
Mstep: Class 2 contains 132194 members 
Entering Unmasked Estep 
Score: -32268542.000000 Penalty: 6191.955078
	Iteration 0F: 3 clusters Score -3.226854e+07 nChanged 127463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129087 members 
Mstep: Class 2 contains 134933 members 
Entering Unmasked Estep 
Score: -32344300.000000 Penalty: 6191.955078
	Iteration 1F: 3 clusters Score -3.23443e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127107 members 
Mstep: Class 2 contains 136913 members 
Entering Unmasked Estep 
Score: -32346488.000000 Penalty: 6191.955078
	Iteration 2Q: 3 clusters Score -3.234649e+07 nChanged 10344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123847 members 
Mstep: Class 2 contains 140173 members 
Entering Unmasked Estep 
Score: -32350400.000000 Penalty: 6191.955078
	Iteration 3Q: 3 clusters Score -3.23504e+07 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118461 members 
Mstep: Class 2 contains 145559 members 
Entering Unmasked Estep 
Score: -32356864.000000 Penalty: 6191.955078
	Iteration 4Q: 3 clusters Score -3.235686e+07 nChanged 16392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110053 members 
Mstep: Class 2 contains 153967 members 
Entering Unmasked Estep 
Score: -32366630.000000 Penalty: 6191.955078
	Iteration 5F: 3 clusters Score -3.236663e+07 nChanged 19232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98731 members 
Mstep: Class 2 contains 165289 members 
Entering Unmasked Estep 
Score: -32381160.000000 Penalty: 6191.955078
	Iteration 6F: 3 clusters Score -3.238116e+07 nChanged 20056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86549 members 
Mstep: Class 2 contains 177471 members 
Entering Unmasked Estep 
Score: -32399306.000000 Penalty: 6191.955078
	Iteration 7F: 3 clusters Score -3.239931e+07 nChanged 16864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77509 members 
Mstep: Class 2 contains 186511 members 
Entering Unmasked Estep 
Score: -32412140.000000 Penalty: 6191.955078
	Iteration 8F: 3 clusters Score -3.241214e+07 nChanged 11619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71828 members 
Mstep: Class 2 contains 192192 members 
Entering Unmasked Estep 
Score: -32418494.000000 Penalty: 6191.955078
	Iteration 9Q: 3 clusters Score -3.241849e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Mstep: Class 2 contains 196643 members 
Entering Unmasked Estep 
Score: -32421086.000000 Penalty: 6191.955078
	Iteration 10Q: 3 clusters Score -3.242109e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63320 members 
Mstep: Class 2 contains 200700 members 
Entering Unmasked Estep 
Score: -32422532.000000 Penalty: 6191.955078
	Iteration 11Q: 3 clusters Score -3.242253e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59517 members 
Mstep: Class 2 contains 204503 members 
Entering Unmasked Estep 
Score: -32423788.000000 Penalty: 6191.955078
	Iteration 12Q: 3 clusters Score -3.242379e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55855 members 
Mstep: Class 2 contains 208165 members 
Entering Unmasked Estep 
Score: -32425088.000000 Penalty: 6191.955078
	Iteration 13Q: 3 clusters Score -3.242509e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 211707 members 
Entering Unmasked Estep 
Score: -32426272.000000 Penalty: 6191.955078
	Iteration 14Q: 3 clusters Score -3.242627e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 215283 members 
Entering Unmasked Estep 
Score: -32427400.000000 Penalty: 6191.955078
	Iteration 15Q: 3 clusters Score -3.24274e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 218690 members 
Entering Unmasked Estep 
Score: -32428370.000000 Penalty: 6191.955078
	Iteration 16Q: 3 clusters Score -3.242837e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 221930 members 
Entering Unmasked Estep 
Score: -32429220.000000 Penalty: 6191.955078
	Iteration 17Q: 3 clusters Score -3.242922e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 224933 members 
Entering Unmasked Estep 
Score: -32430110.000000 Penalty: 6191.955078
	Iteration 18Q: 3 clusters Score -3.243011e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 227660 members 
Entering Unmasked Estep 
Score: -32430902.000000 Penalty: 6191.955078
	Iteration 19Q: 3 clusters Score -3.24309e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 230191 members 
Entering Unmasked Estep 
Score: -32431466.000000 Penalty: 6191.955078
	Iteration 20F: 3 clusters Score -3.243147e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 232610 members 
Entering Unmasked Estep 
Score: -32431956.000000 Penalty: 6191.955078
	Iteration 21Q: 3 clusters Score -3.243196e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 234748 members 
Entering Unmasked Estep 
Score: -32432410.000000 Penalty: 6191.955078
	Iteration 22Q: 3 clusters Score -3.243241e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 236735 members 
Entering Unmasked Estep 
Score: -32432580.000000 Penalty: 6191.955078
	Iteration 23Q: 3 clusters Score -3.243258e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 238598 members 
Entering Unmasked Estep 
Score: -32432864.000000 Penalty: 6191.955078
	Iteration 24Q: 3 clusters Score -3.243286e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 240404 members 
Entering Unmasked Estep 
Score: -32433322.000000 Penalty: 6191.955078
	Iteration 25Q: 3 clusters Score -3.243332e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 242139 members 
Entering Unmasked Estep 
Score: -32433644.000000 Penalty: 6191.955078
	Iteration 26Q: 3 clusters Score -3.243364e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 243706 members 
Entering Unmasked Estep 
Score: -32433814.000000 Penalty: 6191.955078
	Iteration 27Q: 3 clusters Score -3.243381e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 245166 members 
Entering Unmasked Estep 
Score: -32433950.000000 Penalty: 6191.955078
	Iteration 28Q: 3 clusters Score -3.243395e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 246538 members 
Entering Unmasked Estep 
Score: -32434104.000000 Penalty: 6191.955078
	Iteration 29Q: 3 clusters Score -3.24341e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 247859 members 
Entering Unmasked Estep 
Score: -32434312.000000 Penalty: 6191.955078
	Iteration 30Q: 3 clusters Score -3.243431e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 249124 members 
Entering Unmasked Estep 
Score: -32434382.000000 Penalty: 6191.955078
	Iteration 31Q: 3 clusters Score -3.243438e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 250283 members 
Entering Unmasked Estep 
Score: -32434436.000000 Penalty: 6191.955078
	Iteration 32Q: 3 clusters Score -3.243444e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 251373 members 
Entering Unmasked Estep 
Score: -32434500.000000 Penalty: 6191.955078
	Iteration 33Q: 3 clusters Score -3.24345e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 252385 members 
Entering Unmasked Estep 
Score: -32434666.000000 Penalty: 6191.955078
	Iteration 34Q: 3 clusters Score -3.243467e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 253350 members 
Entering Unmasked Estep 
Score: -32434742.000000 Penalty: 6191.955078
	Iteration 35Q: 3 clusters Score -3.243474e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 254216 members 
Entering Unmasked Estep 
Score: -32434732.000000 Penalty: 6191.955078
	Iteration 36Q: 3 clusters Score -3.243473e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 255030 members 
Entering Unmasked Estep 
Score: -32434702.000000 Penalty: 6191.955078
	Iteration 37Q: 3 clusters Score -3.24347e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 255754 members 
Entering Unmasked Estep 
Score: -32434648.000000 Penalty: 6191.955078
	Iteration 38Q: 3 clusters Score -3.243465e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 256375 members 
Entering Unmasked Estep 
Score: -32434714.000000 Penalty: 6191.955078
	Iteration 39Q: 3 clusters Score -3.243471e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 256972 members 
Entering Unmasked Estep 
Score: -32434672.000000 Penalty: 6191.955078
	Iteration 40F: 3 clusters Score -3.243467e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 257467 members 
Entering Unmasked Estep 
Score: -32434646.000000 Penalty: 6191.955078
	Iteration 41Q: 3 clusters Score -3.243465e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 257870 members 
Entering Unmasked Estep 
Score: -32434628.000000 Penalty: 6191.955078
	Iteration 42Q: 3 clusters Score -3.243463e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 258253 members 
Entering Unmasked Estep 
Score: -32434618.000000 Penalty: 6191.955078
	Iteration 43Q: 3 clusters Score -3.243462e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 258610 members 
Entering Unmasked Estep 
Score: -32434680.000000 Penalty: 6191.955078
	Iteration 44Q: 3 clusters Score -3.243468e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 258921 members 
Entering Unmasked Estep 
Score: -32434762.000000 Penalty: 6191.955078
	Iteration 45Q: 3 clusters Score -3.243476e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 259181 members 
Entering Unmasked Estep 
Score: -32434702.000000 Penalty: 6191.955078
	Iteration 46Q: 3 clusters Score -3.24347e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 259376 members 
Entering Unmasked Estep 
Score: -32434638.000000 Penalty: 6191.955078
	Iteration 47Q: 3 clusters Score -3.243464e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 259555 members 
Entering Unmasked Estep 
Score: -32434678.000000 Penalty: 6191.955078
	Iteration 48Q: 3 clusters Score -3.243468e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 259729 members 
Entering Unmasked Estep 
Score: -32434670.000000 Penalty: 6191.955078
	Iteration 49Q: 3 clusters Score -3.243467e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 259892 members 
Entering Unmasked Estep 
Score: -32434658.000000 Penalty: 6191.955078
	Iteration 50Q: 3 clusters Score -3.243466e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 260053 members 
Entering Unmasked Estep 
Score: -32434602.000000 Penalty: 6191.955078
	Iteration 51Q: 3 clusters Score -3.24346e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 260182 members 
Entering Unmasked Estep 
Score: -32434584.000000 Penalty: 6191.955078
	Iteration 52Q: 3 clusters Score -3.243458e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 260276 members 
Entering Unmasked Estep 
Score: -32434556.000000 Penalty: 6191.955078
	Iteration 53Q: 3 clusters Score -3.243456e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 260346 members 
Entering Unmasked Estep 
Score: -32434510.000000 Penalty: 6191.955078
	Iteration 54Q: 3 clusters Score -3.243451e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 260410 members 
Entering Unmasked Estep 
Score: -32434514.000000 Penalty: 6191.955078
	Iteration 55Q: 3 clusters Score -3.243451e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 260469 members 
Entering Unmasked Estep 
Score: -32434474.000000 Penalty: 6191.955078
	Iteration 56Q: 3 clusters Score -3.243447e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 260520 members 
Entering Unmasked Estep 
Score: -32434462.000000 Penalty: 6191.955078
	Iteration 57Q: 3 clusters Score -3.243446e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 260568 members 
Entering Unmasked Estep 
Score: -32434478.000000 Penalty: 6191.955078
	Iteration 58Q: 3 clusters Score -3.243448e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 260604 members 
Entering Unmasked Estep 
Score: -32434460.000000 Penalty: 6191.955078
	Iteration 59Q: 3 clusters Score -3.243446e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 260640 members 
Entering Unmasked Estep 
Score: -32434514.000000 Penalty: 6191.955078
	Iteration 60F: 3 clusters Score -3.243451e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 260675 members 
Entering Unmasked Estep 
Score: -32434490.000000 Penalty: 6191.955078
	Iteration 61Q: 3 clusters Score -3.243449e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 260694 members 
Entering Unmasked Estep 
Score: -32434514.000000 Penalty: 6191.955078
	Iteration 62Q: 3 clusters Score -3.243451e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 260717 members 
Entering Unmasked Estep 
Score: -32434500.000000 Penalty: 6191.955078
	Iteration 63Q: 3 clusters Score -3.24345e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 260740 members 
Entering Unmasked Estep 
Score: -32434500.000000 Penalty: 6191.955078
	Iteration 64Q: 3 clusters Score -3.24345e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 260760 members 
Entering Unmasked Estep 
Score: -32434498.000000 Penalty: 6191.955078
	Iteration 65Q: 3 clusters Score -3.24345e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 260780 members 
Entering Unmasked Estep 
Score: -32434480.000000 Penalty: 6191.955078
	Iteration 66Q: 3 clusters Score -3.243448e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 260800 members 
Entering Unmasked Estep 
Score: -32434502.000000 Penalty: 6191.955078
	Iteration 67Q: 3 clusters Score -3.24345e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 260818 members 
Entering Unmasked Estep 
Score: -32434494.000000 Penalty: 6191.955078
	Iteration 68Q: 3 clusters Score -3.243449e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 260834 members 
Entering Unmasked Estep 
Score: -32434502.000000 Penalty: 6191.955078
	Iteration 69Q: 3 clusters Score -3.24345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 260848 members 
Entering Unmasked Estep 
Score: -32434536.000000 Penalty: 6191.955078
	Iteration 70Q: 3 clusters Score -3.243454e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 260866 members 
Entering Unmasked Estep 
Score: -32434500.000000 Penalty: 6191.955078
	Iteration 71Q: 3 clusters Score -3.24345e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 260881 members 
Entering Unmasked Estep 
Score: -32434494.000000 Penalty: 6191.955078
	Iteration 72Q: 3 clusters Score -3.243449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 260892 members 
Entering Unmasked Estep 
Score: -32434484.000000 Penalty: 6191.955078
	Iteration 73Q: 3 clusters Score -3.243448e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 260907 members 
Entering Unmasked Estep 
Score: -32434478.000000 Penalty: 6191.955078
	Iteration 74Q: 3 clusters Score -3.243448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 260919 members 
Entering Unmasked Estep 
Score: -32434458.000000 Penalty: 6191.955078
	Iteration 75Q: 3 clusters Score -3.243446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 260930 members 
Entering Unmasked Estep 
Score: -32434434.000000 Penalty: 6191.955078
	Iteration 76Q: 3 clusters Score -3.243443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 260938 members 
Entering Unmasked Estep 
Score: -32434440.000000 Penalty: 6191.955078
	Iteration 77Q: 3 clusters Score -3.243444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 260952 members 
Entering Unmasked Estep 
Score: -32434440.000000 Penalty: 6191.955078
	Iteration 78Q: 3 clusters Score -3.243444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 260965 members 
Entering Unmasked Estep 
Score: -32434456.000000 Penalty: 6191.955078
	Iteration 79Q: 3 clusters Score -3.243446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 260976 members 
Entering Unmasked Estep 
Score: -32434456.000000 Penalty: 6191.955078
	Iteration 80F: 3 clusters Score -3.243446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 260988 members 
Entering Unmasked Estep 
Score: -32434450.000000 Penalty: 6191.955078
	Iteration 81Q: 3 clusters Score -3.243445e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 260996 members 
Entering Unmasked Estep 
Score: -32434454.000000 Penalty: 6191.955078
	Iteration 82Q: 3 clusters Score -3.243445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 261003 members 
Entering Unmasked Estep 
Score: -32434450.000000 Penalty: 6191.955078
	Iteration 83Q: 3 clusters Score -3.243445e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 261005 members 
Entering Unmasked Estep 
Score: -32434442.000000 Penalty: 6191.955078
	Iteration 84Q: 3 clusters Score -3.243444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 261011 members 
Entering Unmasked Estep 
Score: -32434448.000000 Penalty: 6191.955078
	Iteration 85Q: 3 clusters Score -3.243445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 261015 members 
Entering Unmasked Estep 
Score: -32434468.000000 Penalty: 6191.955078
	Iteration 86Q: 3 clusters Score -3.243447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 261017 members 
Entering Unmasked Estep 
Score: -32434464.000000 Penalty: 6191.955078
	Iteration 87Q: 3 clusters Score -3.243446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 261020 members 
Entering Unmasked Estep 
Score: -32434460.000000 Penalty: 6191.955078
	Iteration 88Q: 3 clusters Score -3.243446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 261020 members 
Entering Unmasked Estep 
Score: -32434460.000000 Penalty: 6191.955078
	Iteration 89F: 3 clusters Score -3.243446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -105920.085938 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -105920.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -103980.460938 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -103980.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -104584.359375 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -104584.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -105636.484375 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -105636.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -106334.250000 Penalty: 3463.500000
	Iteration 3F: 3 clusters Score -106334.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -106776.421875 Penalty: 3463.500000
	Iteration 4F: 3 clusters Score -106776.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -107047.570312 Penalty: 3463.500000
	Iteration 5Q: 3 clusters Score -107047.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -107121.921875 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -107121.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -107144.429688 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -107144.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -107151.789062 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -107151.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -107174.726562 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -107174.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -107217.000000 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -107217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -107266.453125 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -107266.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -107313.250000 Penalty: 3463.500000
	Iteration 12Q: 3 clusters Score -107313.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -107333.773438 Penalty: 3463.500000
	Iteration 13Q: 3 clusters Score -107333.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -107353.203125 Penalty: 3463.500000
	Iteration 14Q: 3 clusters Score -107353.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -107382.117188 Penalty: 3463.500000
	Iteration 15Q: 3 clusters Score -107382.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -107420.390625 Penalty: 3463.500000
	Iteration 16Q: 3 clusters Score -107420.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -107443.007812 Penalty: 3463.500000
	Iteration 17Q: 3 clusters Score -107443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -107465.804688 Penalty: 3463.500000
	Iteration 18Q: 3 clusters Score -107465.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -107473.906250 Penalty: 3463.500000
	Iteration 19Q: 3 clusters Score -107473.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -107481.296875 Penalty: 3463.500000
	Iteration 20F: 3 clusters Score -107481.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -107529.484375 Penalty: 3463.500000
	Iteration 21Q: 3 clusters Score -107529.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -107573.132812 Penalty: 3463.500000
	Iteration 22Q: 3 clusters Score -107573.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -107630.335938 Penalty: 3463.500000
	Iteration 23Q: 3 clusters Score -107630.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -107796.625000 Penalty: 3463.500000
	Iteration 24Q: 3 clusters Score -107796.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -107877.015625 Penalty: 3463.500000
	Iteration 25Q: 3 clusters Score -107877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -108016.343750 Penalty: 3463.500000
	Iteration 26Q: 3 clusters Score -108016.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -108352.000000 Penalty: 3463.500000
	Iteration 27Q: 3 clusters Score -108352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -108673.382812 Penalty: 3463.500000
	Iteration 28Q: 3 clusters Score -108673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -108675.250000 Penalty: 3463.500000
	Iteration 29Q: 3 clusters Score -108675.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -108675.250000 Penalty: 3463.500000
	Iteration 30F: 3 clusters Score -108675.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 264020 members 
Mstep: Class 2 contains 417 members 
Mstep: Class 3 contains 60896 members 
Mstep: Class 4 contains 17723 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181288 members 
Mstep: Class 7 contains 25887 members 
Mstep: Class 8 contains 7863 members 
Mstep: Class 9 contains 4536 members 
Mstep: Class 10 contains 3946 members 
Mstep: Class 11 contains 58716 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 70407 members 
Mstep: Class 14 contains 11984 members 
Mstep: Class 15 contains 8992 members 
Mstep: Class 16 contains 65760 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 250552 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7830 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 5716 members 
Mstep: Class 25 contains 35387 members 
Mstep: Class 26 contains 10166 members 
Mstep: Class 27 contains 11881 members 
Mstep: Class 28 contains 8285 members 
Mstep: Class 29 contains 40302 members 
Mstep: Class 30 contains 12207 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27645 members 
Mstep: Class 33 contains 2117 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 23467 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6130 members 
Mstep: Class 38 contains 6490 members 
Mstep: Class 39 contains 661 members 
Entering Unmasked Estep 
Score: -148054960.000000 Penalty: 135747.500000
Splitting cluster 2 changes total score from -148053664.000000 to -148054960.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 3 (60896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Entering Unmasked Estep 
Score: -7492569.500000 Penalty: 2732.196777
	Iteration 0F: 2 clusters Score -7492570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -7451761.500000 Penalty: 5464.393555
	Iteration 0F: 3 clusters Score -7451762 nChanged 28228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -7467398.000000 Penalty: 5464.393555
	Iteration 1F: 3 clusters Score -7467398 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -7468085.500000 Penalty: 5464.393555
	Iteration 2Q: 3 clusters Score -7468086 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -7468924.000000 Penalty: 5464.393555
	Iteration 3Q: 3 clusters Score -7468924 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -7470044.500000 Penalty: 5464.393555
	Iteration 4Q: 3 clusters Score -7470044 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -7471651.000000 Penalty: 5464.393555
	Iteration 5Q: 3 clusters Score -7471651 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -7473969.500000 Penalty: 5464.393555
	Iteration 6F: 3 clusters Score -7473970 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -7477139.000000 Penalty: 5464.393555
	Iteration 7F: 3 clusters Score -7477139 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -7480815.000000 Penalty: 5464.393555
	Iteration 8F: 3 clusters Score -7480815 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -7484313.000000 Penalty: 5464.393555
	Iteration 9F: 3 clusters Score -7484313 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 56007 members 
Entering Unmasked Estep 
Score: -7486777.000000 Penalty: 5464.393555
	Iteration 10Q: 3 clusters Score -7486777 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 57818 members 
Entering Unmasked Estep 
Score: -7488314.000000 Penalty: 5464.393555
	Iteration 11Q: 3 clusters Score -7488314 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 58820 members 
Entering Unmasked Estep 
Score: -7489214.500000 Penalty: 5464.393555
	Iteration 12Q: 3 clusters Score -7489214 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 59346 members 
Entering Unmasked Estep 
Score: -7489716.000000 Penalty: 5464.393555
	Iteration 13Q: 3 clusters Score -7489716 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 59592 members 
Entering Unmasked Estep 
Score: -7489998.500000 Penalty: 5464.393555
	Iteration 14Q: 3 clusters Score -7489998 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 59708 members 
Entering Unmasked Estep 
Score: -7490158.500000 Penalty: 5464.393555
	Iteration 15Q: 3 clusters Score -7490158 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -7490269.000000 Penalty: 5464.393555
	Iteration 16Q: 3 clusters Score -7490269 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -7490335.000000 Penalty: 5464.393555
	Iteration 17Q: 3 clusters Score -7490335 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 59817 members 
Entering Unmasked Estep 
Score: -7490373.000000 Penalty: 5464.393555
	Iteration 18Q: 3 clusters Score -7490373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 59831 members 
Entering Unmasked Estep 
Score: -7490383.000000 Penalty: 5464.393555
	Iteration 19Q: 3 clusters Score -7490383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 59842 members 
Entering Unmasked Estep 
Score: -7490403.000000 Penalty: 5464.393555
	Iteration 20F: 3 clusters Score -7490403 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 59852 members 
Entering Unmasked Estep 
Score: -7490405.500000 Penalty: 5464.393555
	Iteration 21Q: 3 clusters Score -7490406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -7490416.000000 Penalty: 5464.393555
	Iteration 22Q: 3 clusters Score -7490416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -7490413.500000 Penalty: 5464.393555
	Iteration 23Q: 3 clusters Score -7490414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
Score: -7490415.500000 Penalty: 5464.393555
	Iteration 24Q: 3 clusters Score -7490416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 59881 members 
Entering Unmasked Estep 
Score: -7490419.000000 Penalty: 5464.393555
	Iteration 25Q: 3 clusters Score -7490419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -7490426.000000 Penalty: 5464.393555
	Iteration 26Q: 3 clusters Score -7490426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
Score: -7490426.000000 Penalty: 5464.393555
	Iteration 27Q: 3 clusters Score -7490426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -7490430.500000 Penalty: 5464.393555
	Iteration 28Q: 3 clusters Score -7490430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
Score: -7490425.000000 Penalty: 5464.393555
	Iteration 29Q: 3 clusters Score -7490425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -7490426.500000 Penalty: 5464.393555
	Iteration 30Q: 3 clusters Score -7490426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -7490431.000000 Penalty: 5464.393555
	Iteration 31Q: 3 clusters Score -7490431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -7490436.500000 Penalty: 5464.393555
	Iteration 32Q: 3 clusters Score -7490436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -7490433.000000 Penalty: 5464.393555
	Iteration 33Q: 3 clusters Score -7490433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 59884 members 
Entering Unmasked Estep 
Score: -7490432.500000 Penalty: 5464.393555
	Iteration 34Q: 3 clusters Score -7490432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
Score: -7490440.500000 Penalty: 5464.393555
	Iteration 35Q: 3 clusters Score -7490440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -7490435.500000 Penalty: 5464.393555
	Iteration 36Q: 3 clusters Score -7490436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -7490440.500000 Penalty: 5464.393555
	Iteration 37Q: 3 clusters Score -7490440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 59889 members 
Entering Unmasked Estep 
Score: -7490432.000000 Penalty: 5464.393555
	Iteration 38Q: 3 clusters Score -7490432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 59891 members 
Entering Unmasked Estep 
Score: -7490432.500000 Penalty: 5464.393555
	Iteration 39Q: 3 clusters Score -7490432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 59892 members 
Entering Unmasked Estep 
Score: -7490434.500000 Penalty: 5464.393555
	Iteration 40F: 3 clusters Score -7490434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Entering Unmasked Estep 
Score: -2090720.875000 Penalty: 2426.089355
	Iteration 0F: 2 clusters Score -2090721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2078155.875000 Penalty: 4852.178711
	Iteration 0F: 3 clusters Score -2078156 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2082262.250000 Penalty: 4852.178711
	Iteration 1F: 3 clusters Score -2082262 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2082742.250000 Penalty: 4852.178711
	Iteration 2F: 3 clusters Score -2082742 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2083250.875000 Penalty: 4852.178711
	Iteration 3F: 3 clusters Score -2083251 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2083894.500000 Penalty: 4852.178711
	Iteration 4F: 3 clusters Score -2083894 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2084628.125000 Penalty: 4852.178711
	Iteration 5F: 3 clusters Score -2084628 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2085408.500000 Penalty: 4852.178711
	Iteration 6F: 3 clusters Score -2085408 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2086176.375000 Penalty: 4852.178711
	Iteration 7F: 3 clusters Score -2086176 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2086901.500000 Penalty: 4852.178711
	Iteration 8F: 3 clusters Score -2086902 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2087538.500000 Penalty: 4852.178711
	Iteration 9F: 3 clusters Score -2087538 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2088117.625000 Penalty: 4852.178711
	Iteration 10Q: 3 clusters Score -2088118 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2088623.375000 Penalty: 4852.178711
	Iteration 11Q: 3 clusters Score -2088623 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2088992.750000 Penalty: 4852.178711
	Iteration 12Q: 3 clusters Score -2088993 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2089203.500000 Penalty: 4852.178711
	Iteration 13Q: 3 clusters Score -2089204 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2089326.250000 Penalty: 4852.178711
	Iteration 14Q: 3 clusters Score -2089326 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2089410.000000 Penalty: 4852.178711
	Iteration 15Q: 3 clusters Score -2089410 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2089476.000000 Penalty: 4852.178711
	Iteration 16Q: 3 clusters Score -2089476 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2089511.875000 Penalty: 4852.178711
	Iteration 17Q: 3 clusters Score -2089512 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2089548.125000 Penalty: 4852.178711
	Iteration 18Q: 3 clusters Score -2089548 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2089572.375000 Penalty: 4852.178711
	Iteration 19Q: 3 clusters Score -2089572 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2089596.875000 Penalty: 4852.178711
	Iteration 20F: 3 clusters Score -2089597 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2089625.375000 Penalty: 4852.178711
	Iteration 21Q: 3 clusters Score -2089625 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2089637.750000 Penalty: 4852.178711
	Iteration 22Q: 3 clusters Score -2089638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2089651.000000 Penalty: 4852.178711
	Iteration 23Q: 3 clusters Score -2089651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2089659.375000 Penalty: 4852.178711
	Iteration 24Q: 3 clusters Score -2089659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2089679.250000 Penalty: 4852.178711
	Iteration 25Q: 3 clusters Score -2089679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2089680.750000 Penalty: 4852.178711
	Iteration 26Q: 3 clusters Score -2089681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2089689.875000 Penalty: 4852.178711
	Iteration 27Q: 3 clusters Score -2089690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2089690.000000 Penalty: 4852.178711
	Iteration 28Q: 3 clusters Score -2089690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2089698.000000 Penalty: 4852.178711
	Iteration 29Q: 3 clusters Score -2089698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2089693.250000 Penalty: 4852.178711
	Iteration 30Q: 3 clusters Score -2089693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2089697.250000 Penalty: 4852.178711
	Iteration 31Q: 3 clusters Score -2089697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2089705.875000 Penalty: 4852.178711
	Iteration 32Q: 3 clusters Score -2089706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2089706.375000 Penalty: 4852.178711
	Iteration 33Q: 3 clusters Score -2089706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2089705.625000 Penalty: 4852.178711
	Iteration 34Q: 3 clusters Score -2089706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2089707.750000 Penalty: 4852.178711
	Iteration 35Q: 3 clusters Score -2089708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2089709.875000 Penalty: 4852.178711
	Iteration 36Q: 3 clusters Score -2089710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2089710.375000 Penalty: 4852.178711
	Iteration 37Q: 3 clusters Score -2089710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2089711.750000 Penalty: 4852.178711
	Iteration 38Q: 3 clusters Score -2089712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2089709.375000 Penalty: 4852.178711
	Iteration 39Q: 3 clusters Score -2089709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2089719.250000 Penalty: 4852.178711
	Iteration 40F: 3 clusters Score -2089719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2089716.125000 Penalty: 4852.178711
	Iteration 41Q: 3 clusters Score -2089716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2089714.375000 Penalty: 4852.178711
	Iteration 42Q: 3 clusters Score -2089714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2089715.500000 Penalty: 4852.178711
	Iteration 43Q: 3 clusters Score -2089716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2089718.000000 Penalty: 4852.178711
	Iteration 44Q: 3 clusters Score -2089718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2089719.750000 Penalty: 4852.178711
	Iteration 45Q: 3 clusters Score -2089720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2089722.875000 Penalty: 4852.178711
	Iteration 46Q: 3 clusters Score -2089723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2089725.000000 Penalty: 4852.178711
	Iteration 47Q: 3 clusters Score -2089725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2089728.875000 Penalty: 4852.178711
	Iteration 48Q: 3 clusters Score -2089729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2089729.125000 Penalty: 4852.178711
	Iteration 49Q: 3 clusters Score -2089729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2089730.125000 Penalty: 4852.178711
	Iteration 50Q: 3 clusters Score -2089730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2089727.625000 Penalty: 4852.178711
	Iteration 51Q: 3 clusters Score -2089728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2089731.375000 Penalty: 4852.178711
	Iteration 52Q: 3 clusters Score -2089731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2089731.375000 Penalty: 4852.178711
	Iteration 53F: 3 clusters Score -2089731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Entering Unmasked Estep 
Score: -219123.250000 Penalty: 1855.844604
	Iteration 0F: 2 clusters Score -219123.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -216590.562500 Penalty: 3711.689209
	Iteration 0F: 3 clusters Score -216590.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -217009.562500 Penalty: 3711.689209
	Iteration 1F: 3 clusters Score -217009.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -217140.343750 Penalty: 3711.689209
	Iteration 2F: 3 clusters Score -217140.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -217194.640625 Penalty: 3711.689209
	Iteration 3Q: 3 clusters Score -217194.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -217231.875000 Penalty: 3711.689209
	Iteration 4Q: 3 clusters Score -217231.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -217261.125000 Penalty: 3711.689209
	Iteration 5Q: 3 clusters Score -217261.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -217279.187500 Penalty: 3711.689209
	Iteration 6Q: 3 clusters Score -217279.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -217295.531250 Penalty: 3711.689209
	Iteration 7Q: 3 clusters Score -217295.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -217309.015625 Penalty: 3711.689209
	Iteration 8Q: 3 clusters Score -217309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -217317.718750 Penalty: 3711.689209
	Iteration 9Q: 3 clusters Score -217317.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -217320.734375 Penalty: 3711.689209
	Iteration 10Q: 3 clusters Score -217320.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -217323.515625 Penalty: 3711.689209
	Iteration 11Q: 3 clusters Score -217323.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -217325.453125 Penalty: 3711.689209
	Iteration 12Q: 3 clusters Score -217325.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -217327.078125 Penalty: 3711.689209
	Iteration 13Q: 3 clusters Score -217327.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -217330.500000 Penalty: 3711.689209
	Iteration 14Q: 3 clusters Score -217330.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -217331.453125 Penalty: 3711.689209
	Iteration 15Q: 3 clusters Score -217331.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -217332.421875 Penalty: 3711.689209
	Iteration 16Q: 3 clusters Score -217332.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -217332.968750 Penalty: 3711.689209
	Iteration 17Q: 3 clusters Score -217333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -217332.968750 Penalty: 3711.689209
	Iteration 18F: 3 clusters Score -217333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (181288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181288 members 
Entering Unmasked Estep 
Score: -22061226.000000 Penalty: 3002.744873
	Iteration 0F: 2 clusters Score -2.206123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90362 members 
Mstep: Class 2 contains 90926 members 
Entering Unmasked Estep 
Score: -21940738.000000 Penalty: 6005.489746
	Iteration 0F: 3 clusters Score -2.194074e+07 nChanged 86945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85509 members 
Mstep: Class 2 contains 95779 members 
Entering Unmasked Estep 
Score: -21991834.000000 Penalty: 6005.489746
	Iteration 1F: 3 clusters Score -2.199183e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82329 members 
Mstep: Class 2 contains 98959 members 
Entering Unmasked Estep 
Score: -21993344.000000 Penalty: 6005.489746
	Iteration 2Q: 3 clusters Score -2.199334e+07 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77448 members 
Mstep: Class 2 contains 103840 members 
Entering Unmasked Estep 
Score: -21995818.000000 Penalty: 6005.489746
	Iteration 3Q: 3 clusters Score -2.199582e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70193 members 
Mstep: Class 2 contains 111095 members 
Entering Unmasked Estep 
Score: -21999960.000000 Penalty: 6005.489746
	Iteration 4Q: 3 clusters Score -2.199996e+07 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59856 members 
Mstep: Class 2 contains 121432 members 
Entering Unmasked Estep 
Score: -22007022.000000 Penalty: 6005.489746
	Iteration 5F: 3 clusters Score -2.200702e+07 nChanged 13891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 134417 members 
Entering Unmasked Estep 
Score: -22017548.000000 Penalty: 6005.489746
	Iteration 6F: 3 clusters Score -2.201755e+07 nChanged 14438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 148257 members 
Entering Unmasked Estep 
Score: -22030500.000000 Penalty: 6005.489746
	Iteration 7F: 3 clusters Score -2.20305e+07 nChanged 12238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 160161 members 
Entering Unmasked Estep 
Score: -22041894.000000 Penalty: 6005.489746
	Iteration 8F: 3 clusters Score -2.204189e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 168272 members 
Entering Unmasked Estep 
Score: -22049736.000000 Penalty: 6005.489746
	Iteration 9Q: 3 clusters Score -2.204974e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 172809 members 
Entering Unmasked Estep 
Score: -22054066.000000 Penalty: 6005.489746
	Iteration 10Q: 3 clusters Score -2.205407e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 175248 members 
Entering Unmasked Estep 
Score: -22056354.000000 Penalty: 6005.489746
	Iteration 11Q: 3 clusters Score -2.205635e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 176569 members 
Entering Unmasked Estep 
Score: -22057414.000000 Penalty: 6005.489746
	Iteration 12Q: 3 clusters Score -2.205741e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 177371 members 
Entering Unmasked Estep 
Score: -22057974.000000 Penalty: 6005.489746
	Iteration 13Q: 3 clusters Score -2.205797e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 177911 members 
Entering Unmasked Estep 
Score: -22058372.000000 Penalty: 6005.489746
	Iteration 14Q: 3 clusters Score -2.205837e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 178308 members 
Entering Unmasked Estep 
Score: -22058574.000000 Penalty: 6005.489746
	Iteration 15Q: 3 clusters Score -2.205857e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 178608 members 
Entering Unmasked Estep 
Score: -22058728.000000 Penalty: 6005.489746
	Iteration 16Q: 3 clusters Score -2.205873e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 178823 members 
Entering Unmasked Estep 
Score: -22058842.000000 Penalty: 6005.489746
	Iteration 17Q: 3 clusters Score -2.205884e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 178979 members 
Entering Unmasked Estep 
Score: -22058860.000000 Penalty: 6005.489746
	Iteration 18Q: 3 clusters Score -2.205886e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 179099 members 
Entering Unmasked Estep 
Score: -22058898.000000 Penalty: 6005.489746
	Iteration 19Q: 3 clusters Score -2.20589e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 179191 members 
Entering Unmasked Estep 
Score: -22058926.000000 Penalty: 6005.489746
	Iteration 20F: 3 clusters Score -2.205893e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 179267 members 
Entering Unmasked Estep 
Score: -22058894.000000 Penalty: 6005.489746
	Iteration 21Q: 3 clusters Score -2.205889e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 179324 members 
Entering Unmasked Estep 
Score: -22058910.000000 Penalty: 6005.489746
	Iteration 22Q: 3 clusters Score -2.205891e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 179367 members 
Entering Unmasked Estep 
Score: -22058914.000000 Penalty: 6005.489746
	Iteration 23Q: 3 clusters Score -2.205891e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 179410 members 
Entering Unmasked Estep 
Score: -22058874.000000 Penalty: 6005.489746
	Iteration 24Q: 3 clusters Score -2.205887e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 179459 members 
Entering Unmasked Estep 
Score: -22058884.000000 Penalty: 6005.489746
	Iteration 25Q: 3 clusters Score -2.205888e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 179499 members 
Entering Unmasked Estep 
Score: -22058904.000000 Penalty: 6005.489746
	Iteration 26Q: 3 clusters Score -2.20589e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 179526 members 
Entering Unmasked Estep 
Score: -22058908.000000 Penalty: 6005.489746
	Iteration 27Q: 3 clusters Score -2.205891e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 179555 members 
Entering Unmasked Estep 
Score: -22058920.000000 Penalty: 6005.489746
	Iteration 28Q: 3 clusters Score -2.205892e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 179576 members 
Entering Unmasked Estep 
Score: -22058932.000000 Penalty: 6005.489746
	Iteration 29Q: 3 clusters Score -2.205893e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 179600 members 
Entering Unmasked Estep 
Score: -22058924.000000 Penalty: 6005.489746
	Iteration 30Q: 3 clusters Score -2.205892e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 179621 members 
Entering Unmasked Estep 
Score: -22058936.000000 Penalty: 6005.489746
	Iteration 31Q: 3 clusters Score -2.205894e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 179648 members 
Entering Unmasked Estep 
Score: -22058936.000000 Penalty: 6005.489746
	Iteration 32Q: 3 clusters Score -2.205894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 179667 members 
Entering Unmasked Estep 
Score: -22058922.000000 Penalty: 6005.489746
	Iteration 33Q: 3 clusters Score -2.205892e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 179684 members 
Entering Unmasked Estep 
Score: -22058934.000000 Penalty: 6005.489746
	Iteration 34Q: 3 clusters Score -2.205893e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 179704 members 
Entering Unmasked Estep 
Score: -22058944.000000 Penalty: 6005.489746
	Iteration 35Q: 3 clusters Score -2.205894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 179723 members 
Entering Unmasked Estep 
Score: -22058946.000000 Penalty: 6005.489746
	Iteration 36Q: 3 clusters Score -2.205895e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 179756 members 
Entering Unmasked Estep 
Score: -22058970.000000 Penalty: 6005.489746
	Iteration 37Q: 3 clusters Score -2.205897e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 179782 members 
Entering Unmasked Estep 
Score: -22058982.000000 Penalty: 6005.489746
	Iteration 38Q: 3 clusters Score -2.205898e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 179805 members 
Entering Unmasked Estep 
Score: -22059000.000000 Penalty: 6005.489746
	Iteration 39Q: 3 clusters Score -2.2059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 179820 members 
Entering Unmasked Estep 
Score: -22059002.000000 Penalty: 6005.489746
	Iteration 40F: 3 clusters Score -2.2059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 179830 members 
Entering Unmasked Estep 
Score: -22059004.000000 Penalty: 6005.489746
	Iteration 41Q: 3 clusters Score -2.2059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 179844 members 
Entering Unmasked Estep 
Score: -22058998.000000 Penalty: 6005.489746
	Iteration 42Q: 3 clusters Score -2.2059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 179855 members 
Entering Unmasked Estep 
Score: -22058996.000000 Penalty: 6005.489746
	Iteration 43Q: 3 clusters Score -2.2059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 179864 members 
Entering Unmasked Estep 
Score: -22059014.000000 Penalty: 6005.489746
	Iteration 44Q: 3 clusters Score -2.205901e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 179877 members 
Entering Unmasked Estep 
Score: -22059014.000000 Penalty: 6005.489746
	Iteration 45Q: 3 clusters Score -2.205901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 179885 members 
Entering Unmasked Estep 
Score: -22059016.000000 Penalty: 6005.489746
	Iteration 46Q: 3 clusters Score -2.205902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 179892 members 
Entering Unmasked Estep 
Score: -22059014.000000 Penalty: 6005.489746
	Iteration 47Q: 3 clusters Score -2.205901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 179898 members 
Entering Unmasked Estep 
Score: -22059016.000000 Penalty: 6005.489746
	Iteration 48Q: 3 clusters Score -2.205902e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 179908 members 
Entering Unmasked Estep 
Score: -22058996.000000 Penalty: 6005.489746
	Iteration 49Q: 3 clusters Score -2.2059e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 179921 members 
Entering Unmasked Estep 
Score: -22059012.000000 Penalty: 6005.489746
	Iteration 50Q: 3 clusters Score -2.205901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 179931 members 
Entering Unmasked Estep 
Score: -22059010.000000 Penalty: 6005.489746
	Iteration 51Q: 3 clusters Score -2.205901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 179943 members 
Entering Unmasked Estep 
Score: -22059014.000000 Penalty: 6005.489746
	Iteration 52Q: 3 clusters Score -2.205901e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 179951 members 
Entering Unmasked Estep 
Score: -22059000.000000 Penalty: 6005.489746
	Iteration 53Q: 3 clusters Score -2.2059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 179952 members 
Entering Unmasked Estep 
Score: -22059008.000000 Penalty: 6005.489746
	Iteration 54Q: 3 clusters Score -2.205901e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 179953 members 
Entering Unmasked Estep 
Score: -22059012.000000 Penalty: 6005.489746
	Iteration 55Q: 3 clusters Score -2.205901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 179956 members 
Entering Unmasked Estep 
Score: -22059014.000000 Penalty: 6005.489746
	Iteration 56Q: 3 clusters Score -2.205901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 179959 members 
Entering Unmasked Estep 
Score: -22059020.000000 Penalty: 6005.489746
	Iteration 57Q: 3 clusters Score -2.205902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 179962 members 
Entering Unmasked Estep 
Score: -22059032.000000 Penalty: 6005.489746
	Iteration 58Q: 3 clusters Score -2.205903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 179966 members 
Entering Unmasked Estep 
Score: -22059016.000000 Penalty: 6005.489746
	Iteration 59Q: 3 clusters Score -2.205902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 179970 members 
Entering Unmasked Estep 
Score: -22059030.000000 Penalty: 6005.489746
	Iteration 60F: 3 clusters Score -2.205903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 179975 members 
Entering Unmasked Estep 
Score: -22059028.000000 Penalty: 6005.489746
	Iteration 61Q: 3 clusters Score -2.205903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 179979 members 
Entering Unmasked Estep 
Score: -22059032.000000 Penalty: 6005.489746
	Iteration 62Q: 3 clusters Score -2.205903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 179986 members 
Entering Unmasked Estep 
Score: -22059014.000000 Penalty: 6005.489746
	Iteration 63Q: 3 clusters Score -2.205901e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 180004 members 
Entering Unmasked Estep 
Score: -22059026.000000 Penalty: 6005.489746
	Iteration 64Q: 3 clusters Score -2.205903e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 180013 members 
Entering Unmasked Estep 
Score: -22059020.000000 Penalty: 6005.489746
	Iteration 65Q: 3 clusters Score -2.205902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 180018 members 
Entering Unmasked Estep 
Score: -22059016.000000 Penalty: 6005.489746
	Iteration 66Q: 3 clusters Score -2.205902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 180023 members 
Entering Unmasked Estep 
Score: -22059026.000000 Penalty: 6005.489746
	Iteration 67Q: 3 clusters Score -2.205903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 180027 members 
Entering Unmasked Estep 
Score: -22059036.000000 Penalty: 6005.489746
	Iteration 68Q: 3 clusters Score -2.205904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 180029 members 
Entering Unmasked Estep 
Score: -22059030.000000 Penalty: 6005.489746
	Iteration 69Q: 3 clusters Score -2.205903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 180031 members 
Entering Unmasked Estep 
Score: -22059034.000000 Penalty: 6005.489746
	Iteration 70Q: 3 clusters Score -2.205903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 180035 members 
Entering Unmasked Estep 
Score: -22059028.000000 Penalty: 6005.489746
	Iteration 71Q: 3 clusters Score -2.205903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 180038 members 
Entering Unmasked Estep 
Score: -22059034.000000 Penalty: 6005.489746
	Iteration 72Q: 3 clusters Score -2.205903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 180041 members 
Entering Unmasked Estep 
Score: -22059042.000000 Penalty: 6005.489746
	Iteration 73Q: 3 clusters Score -2.205904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 180043 members 
Entering Unmasked Estep 
Score: -22059042.000000 Penalty: 6005.489746
	Iteration 74Q: 3 clusters Score -2.205904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 180042 members 
Entering Unmasked Estep 
Score: -22059044.000000 Penalty: 6005.489746
	Iteration 75Q: 3 clusters Score -2.205904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 180043 members 
Entering Unmasked Estep 
Score: -22059034.000000 Penalty: 6005.489746
	Iteration 76Q: 3 clusters Score -2.205903e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 180044 members 
Entering Unmasked Estep 
Score: -22059038.000000 Penalty: 6005.489746
	Iteration 77Q: 3 clusters Score -2.205904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 180044 members 
Entering Unmasked Estep 
Score: -22059038.000000 Penalty: 6005.489746
	Iteration 78F: 3 clusters Score -2.205904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Entering Unmasked Estep 
Score: -3071202.000000 Penalty: 2520.051025
	Iteration 0F: 2 clusters Score -3071202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -3053326.000000 Penalty: 5040.102051
	Iteration 0F: 3 clusters Score -3053326 nChanged 11506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3059839.500000 Penalty: 5040.102051
	Iteration 1F: 3 clusters Score -3059840 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -3060658.250000 Penalty: 5040.102051
	Iteration 2F: 3 clusters Score -3060658 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3061559.000000 Penalty: 5040.102051
	Iteration 3F: 3 clusters Score -3061559 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3062602.750000 Penalty: 5040.102051
	Iteration 4F: 3 clusters Score -3062603 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3063660.250000 Penalty: 5040.102051
	Iteration 5F: 3 clusters Score -3063660 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -3064676.000000 Penalty: 5040.102051
	Iteration 6F: 3 clusters Score -3064676 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -3065673.250000 Penalty: 5040.102051
	Iteration 7F: 3 clusters Score -3065673 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -3066566.250000 Penalty: 5040.102051
	Iteration 8Q: 3 clusters Score -3066566 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -3067251.750000 Penalty: 5040.102051
	Iteration 9Q: 3 clusters Score -3067252 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -3067673.000000 Penalty: 5040.102051
	Iteration 10Q: 3 clusters Score -3067673 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -3067925.750000 Penalty: 5040.102051
	Iteration 11Q: 3 clusters Score -3067926 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -3068098.000000 Penalty: 5040.102051
	Iteration 12Q: 3 clusters Score -3068098 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3068224.500000 Penalty: 5040.102051
	Iteration 13Q: 3 clusters Score -3068224 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -3068319.250000 Penalty: 5040.102051
	Iteration 14Q: 3 clusters Score -3068319 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3068383.250000 Penalty: 5040.102051
	Iteration 15Q: 3 clusters Score -3068383 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -3068433.000000 Penalty: 5040.102051
	Iteration 16Q: 3 clusters Score -3068433 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3068484.000000 Penalty: 5040.102051
	Iteration 17Q: 3 clusters Score -3068484 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -3068533.750000 Penalty: 5040.102051
	Iteration 18Q: 3 clusters Score -3068534 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -3068579.000000 Penalty: 5040.102051
	Iteration 19Q: 3 clusters Score -3068579 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -3068611.500000 Penalty: 5040.102051
	Iteration 20F: 3 clusters Score -3068612 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -3068652.250000 Penalty: 5040.102051
	Iteration 21Q: 3 clusters Score -3068652 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -3068683.250000 Penalty: 5040.102051
	Iteration 22Q: 3 clusters Score -3068683 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3068713.000000 Penalty: 5040.102051
	Iteration 23Q: 3 clusters Score -3068713 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -3068737.750000 Penalty: 5040.102051
	Iteration 24Q: 3 clusters Score -3068738 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -3068757.250000 Penalty: 5040.102051
	Iteration 25Q: 3 clusters Score -3068757 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -3068776.750000 Penalty: 5040.102051
	Iteration 26Q: 3 clusters Score -3068777 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -3068815.500000 Penalty: 5040.102051
	Iteration 27Q: 3 clusters Score -3068816 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3068848.250000 Penalty: 5040.102051
	Iteration 28Q: 3 clusters Score -3068848 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -3068888.250000 Penalty: 5040.102051
	Iteration 29Q: 3 clusters Score -3068888 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -3068932.500000 Penalty: 5040.102051
	Iteration 30Q: 3 clusters Score -3068932 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -3068972.500000 Penalty: 5040.102051
	Iteration 31Q: 3 clusters Score -3068972 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -3069026.250000 Penalty: 5040.102051
	Iteration 32Q: 3 clusters Score -3069026 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -3069070.250000 Penalty: 5040.102051
	Iteration 33Q: 3 clusters Score -3069070 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -3069125.750000 Penalty: 5040.102051
	Iteration 34Q: 3 clusters Score -3069126 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -3069161.500000 Penalty: 5040.102051
	Iteration 35Q: 3 clusters Score -3069162 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -3069195.000000 Penalty: 5040.102051
	Iteration 36Q: 3 clusters Score -3069195 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -3069224.500000 Penalty: 5040.102051
	Iteration 37Q: 3 clusters Score -3069224 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -3069244.500000 Penalty: 5040.102051
	Iteration 38Q: 3 clusters Score -3069244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -3069260.000000 Penalty: 5040.102051
	Iteration 39Q: 3 clusters Score -3069260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -3069274.000000 Penalty: 5040.102051
	Iteration 40F: 3 clusters Score -3069274 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -3069288.750000 Penalty: 5040.102051
	Iteration 41Q: 3 clusters Score -3069289 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -3069302.750000 Penalty: 5040.102051
	Iteration 42Q: 3 clusters Score -3069303 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -3069318.500000 Penalty: 5040.102051
	Iteration 43Q: 3 clusters Score -3069318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3069331.500000 Penalty: 5040.102051
	Iteration 44Q: 3 clusters Score -3069332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -3069327.250000 Penalty: 5040.102051
	Iteration 45Q: 3 clusters Score -3069327 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -3069346.750000 Penalty: 5040.102051
	Iteration 46Q: 3 clusters Score -3069347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -3069361.750000 Penalty: 5040.102051
	Iteration 47Q: 3 clusters Score -3069362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3069365.000000 Penalty: 5040.102051
	Iteration 48Q: 3 clusters Score -3069365 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -3069378.000000 Penalty: 5040.102051
	Iteration 49Q: 3 clusters Score -3069378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -3069383.750000 Penalty: 5040.102051
	Iteration 50Q: 3 clusters Score -3069384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -3069386.250000 Penalty: 5040.102051
	Iteration 51Q: 3 clusters Score -3069386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -3069387.500000 Penalty: 5040.102051
	Iteration 52Q: 3 clusters Score -3069388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3069393.250000 Penalty: 5040.102051
	Iteration 53Q: 3 clusters Score -3069393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -3069397.750000 Penalty: 5040.102051
	Iteration 54Q: 3 clusters Score -3069398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -3069400.000000 Penalty: 5040.102051
	Iteration 55Q: 3 clusters Score -3069400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -3069400.000000 Penalty: 5040.102051
	Iteration 56Q: 3 clusters Score -3069400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -3069401.250000 Penalty: 5040.102051
	Iteration 57Q: 3 clusters Score -3069401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -3069404.000000 Penalty: 5040.102051
	Iteration 58Q: 3 clusters Score -3069404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3069399.500000 Penalty: 5040.102051
	Iteration 59Q: 3 clusters Score -3069400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -3069400.750000 Penalty: 5040.102051
	Iteration 60F: 3 clusters Score -3069401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -3069398.250000 Penalty: 5040.102051
	Iteration 61Q: 3 clusters Score -3069398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -3069398.500000 Penalty: 5040.102051
	Iteration 62Q: 3 clusters Score -3069398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -3069395.750000 Penalty: 5040.102051
	Iteration 63Q: 3 clusters Score -3069396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -3069398.750000 Penalty: 5040.102051
	Iteration 64Q: 3 clusters Score -3069399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -3069399.000000 Penalty: 5040.102051
	Iteration 65Q: 3 clusters Score -3069399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -3069397.750000 Penalty: 5040.102051
	Iteration 66Q: 3 clusters Score -3069398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3069398.250000 Penalty: 5040.102051
	Iteration 67Q: 3 clusters Score -3069398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -3069406.000000 Penalty: 5040.102051
	Iteration 68Q: 3 clusters Score -3069406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -3069410.000000 Penalty: 5040.102051
	Iteration 69Q: 3 clusters Score -3069410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -3069406.000000 Penalty: 5040.102051
	Iteration 70Q: 3 clusters Score -3069406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -3069411.250000 Penalty: 5040.102051
	Iteration 71Q: 3 clusters Score -3069411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -3069406.750000 Penalty: 5040.102051
	Iteration 72Q: 3 clusters Score -3069407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -3069406.500000 Penalty: 5040.102051
	Iteration 73Q: 3 clusters Score -3069406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -3069407.750000 Penalty: 5040.102051
	Iteration 74Q: 3 clusters Score -3069408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -3069404.750000 Penalty: 5040.102051
	Iteration 75Q: 3 clusters Score -3069405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -3069409.000000 Penalty: 5040.102051
	Iteration 76Q: 3 clusters Score -3069409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -3069409.000000 Penalty: 5040.102051
	Iteration 77Q: 3 clusters Score -3069409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3069411.750000 Penalty: 5040.102051
	Iteration 78Q: 3 clusters Score -3069412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -3069407.750000 Penalty: 5040.102051
	Iteration 79Q: 3 clusters Score -3069408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3069412.500000 Penalty: 5040.102051
	Iteration 80F: 3 clusters Score -3069412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3069415.500000 Penalty: 5040.102051
	Iteration 81Q: 3 clusters Score -3069416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -3069420.750000 Penalty: 5040.102051
	Iteration 82Q: 3 clusters Score -3069421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3069419.750000 Penalty: 5040.102051
	Iteration 83Q: 3 clusters Score -3069420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3069419.750000 Penalty: 5040.102051
	Iteration 84F: 3 clusters Score -3069420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Entering Unmasked Estep 
Score: -886709.062500 Penalty: 2224.541016
	Iteration 0F: 2 clusters Score -886709.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -880434.312500 Penalty: 4449.082031
	Iteration 0F: 3 clusters Score -880434.3 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -882208.937500 Penalty: 4449.082031
	Iteration 1F: 3 clusters Score -882208.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -882537.062500 Penalty: 4449.082031
	Iteration 2F: 3 clusters Score -882537.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -882750.125000 Penalty: 4449.082031
	Iteration 3F: 3 clusters Score -882750.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -882921.375000 Penalty: 4449.082031
	Iteration 4Q: 3 clusters Score -882921.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -883073.687500 Penalty: 4449.082031
	Iteration 5Q: 3 clusters Score -883073.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -883205.687500 Penalty: 4449.082031
	Iteration 6Q: 3 clusters Score -883205.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -883310.812500 Penalty: 4449.082031
	Iteration 7Q: 3 clusters Score -883310.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -883413.250000 Penalty: 4449.082031
	Iteration 8Q: 3 clusters Score -883413.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -883516.562500 Penalty: 4449.082031
	Iteration 9Q: 3 clusters Score -883516.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -883626.875000 Penalty: 4449.082031
	Iteration 10Q: 3 clusters Score -883626.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -883747.062500 Penalty: 4449.082031
	Iteration 11Q: 3 clusters Score -883747.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -883863.812500 Penalty: 4449.082031
	Iteration 12Q: 3 clusters Score -883863.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -883980.562500 Penalty: 4449.082031
	Iteration 13Q: 3 clusters Score -883980.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -884079.000000 Penalty: 4449.082031
	Iteration 14Q: 3 clusters Score -884079 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -884176.437500 Penalty: 4449.082031
	Iteration 15Q: 3 clusters Score -884176.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -884254.562500 Penalty: 4449.082031
	Iteration 16Q: 3 clusters Score -884254.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -884327.812500 Penalty: 4449.082031
	Iteration 17Q: 3 clusters Score -884327.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -884395.750000 Penalty: 4449.082031
	Iteration 18Q: 3 clusters Score -884395.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -884442.625000 Penalty: 4449.082031
	Iteration 19Q: 3 clusters Score -884442.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -884484.437500 Penalty: 4449.082031
	Iteration 20F: 3 clusters Score -884484.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -884526.562500 Penalty: 4449.082031
	Iteration 21Q: 3 clusters Score -884526.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -884562.375000 Penalty: 4449.082031
	Iteration 22Q: 3 clusters Score -884562.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -884595.687500 Penalty: 4449.082031
	Iteration 23Q: 3 clusters Score -884595.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -884627.437500 Penalty: 4449.082031
	Iteration 24Q: 3 clusters Score -884627.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -884660.812500 Penalty: 4449.082031
	Iteration 25Q: 3 clusters Score -884660.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -884688.750000 Penalty: 4449.082031
	Iteration 26Q: 3 clusters Score -884688.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -884715.187500 Penalty: 4449.082031
	Iteration 27Q: 3 clusters Score -884715.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -884729.125000 Penalty: 4449.082031
	Iteration 28Q: 3 clusters Score -884729.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -884744.250000 Penalty: 4449.082031
	Iteration 29Q: 3 clusters Score -884744.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -884754.500000 Penalty: 4449.082031
	Iteration 30Q: 3 clusters Score -884754.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -884766.625000 Penalty: 4449.082031
	Iteration 31Q: 3 clusters Score -884766.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -884789.062500 Penalty: 4449.082031
	Iteration 32Q: 3 clusters Score -884789.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -884809.500000 Penalty: 4449.082031
	Iteration 33Q: 3 clusters Score -884809.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -884826.812500 Penalty: 4449.082031
	Iteration 34Q: 3 clusters Score -884826.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -884838.562500 Penalty: 4449.082031
	Iteration 35Q: 3 clusters Score -884838.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -884846.062500 Penalty: 4449.082031
	Iteration 36Q: 3 clusters Score -884846.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -884851.375000 Penalty: 4449.082031
	Iteration 37Q: 3 clusters Score -884851.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -884857.312500 Penalty: 4449.082031
	Iteration 38Q: 3 clusters Score -884857.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -884864.937500 Penalty: 4449.082031
	Iteration 39Q: 3 clusters Score -884864.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -884870.000000 Penalty: 4449.082031
	Iteration 40F: 3 clusters Score -884870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -884875.000000 Penalty: 4449.082031
	Iteration 41Q: 3 clusters Score -884875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -884875.437500 Penalty: 4449.082031
	Iteration 42Q: 3 clusters Score -884875.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -884879.875000 Penalty: 4449.082031
	Iteration 43Q: 3 clusters Score -884879.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -884884.437500 Penalty: 4449.082031
	Iteration 44Q: 3 clusters Score -884884.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -884887.562500 Penalty: 4449.082031
	Iteration 45Q: 3 clusters Score -884887.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -884894.187500 Penalty: 4449.082031
	Iteration 46Q: 3 clusters Score -884894.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -884897.062500 Penalty: 4449.082031
	Iteration 47Q: 3 clusters Score -884897.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -884900.750000 Penalty: 4449.082031
	Iteration 48Q: 3 clusters Score -884900.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -884903.000000 Penalty: 4449.082031
	Iteration 49Q: 3 clusters Score -884903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -884905.250000 Penalty: 4449.082031
	Iteration 50Q: 3 clusters Score -884905.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -884907.250000 Penalty: 4449.082031
	Iteration 51Q: 3 clusters Score -884907.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -884910.062500 Penalty: 4449.082031
	Iteration 52Q: 3 clusters Score -884910.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -884911.625000 Penalty: 4449.082031
	Iteration 53Q: 3 clusters Score -884911.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -884915.312500 Penalty: 4449.082031
	Iteration 54Q: 3 clusters Score -884915.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -884916.750000 Penalty: 4449.082031
	Iteration 55Q: 3 clusters Score -884916.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -884919.750000 Penalty: 4449.082031
	Iteration 56Q: 3 clusters Score -884919.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -884919.187500 Penalty: 4449.082031
	Iteration 57Q: 3 clusters Score -884919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -884920.375000 Penalty: 4449.082031
	Iteration 58Q: 3 clusters Score -884920.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -884922.312500 Penalty: 4449.082031
	Iteration 59Q: 3 clusters Score -884922.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -884922.875000 Penalty: 4449.082031
	Iteration 60F: 3 clusters Score -884922.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -884921.750000 Penalty: 4449.082031
	Iteration 61Q: 3 clusters Score -884921.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -884923.312500 Penalty: 4449.082031
	Iteration 62Q: 3 clusters Score -884923.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -884923.250000 Penalty: 4449.082031
	Iteration 63Q: 3 clusters Score -884923.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -884923.375000 Penalty: 4449.082031
	Iteration 64Q: 3 clusters Score -884923.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -884923.375000 Penalty: 4449.082031
	Iteration 65F: 3 clusters Score -884923.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -533933.812500 Penalty: 2088.110596
	Iteration 0F: 2 clusters Score -533933.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -529740.437500 Penalty: 4176.221191
	Iteration 0F: 3 clusters Score -529740.4 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -530802.062500 Penalty: 4176.221191
	Iteration 1F: 3 clusters Score -530802.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -531001.000000 Penalty: 4176.221191
	Iteration 2F: 3 clusters Score -531001 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -531142.187500 Penalty: 4176.221191
	Iteration 3Q: 3 clusters Score -531142.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -531271.312500 Penalty: 4176.221191
	Iteration 4Q: 3 clusters Score -531271.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -531404.375000 Penalty: 4176.221191
	Iteration 5Q: 3 clusters Score -531404.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -531553.125000 Penalty: 4176.221191
	Iteration 6Q: 3 clusters Score -531553.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -531723.250000 Penalty: 4176.221191
	Iteration 7Q: 3 clusters Score -531723.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -531922.187500 Penalty: 4176.221191
	Iteration 8F: 3 clusters Score -531922.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -532097.250000 Penalty: 4176.221191
	Iteration 9Q: 3 clusters Score -532097.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -532234.062500 Penalty: 4176.221191
	Iteration 10Q: 3 clusters Score -532234.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -532352.625000 Penalty: 4176.221191
	Iteration 11Q: 3 clusters Score -532352.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -532433.687500 Penalty: 4176.221191
	Iteration 12Q: 3 clusters Score -532433.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -532485.375000 Penalty: 4176.221191
	Iteration 13Q: 3 clusters Score -532485.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -532519.187500 Penalty: 4176.221191
	Iteration 14Q: 3 clusters Score -532519.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -532544.375000 Penalty: 4176.221191
	Iteration 15Q: 3 clusters Score -532544.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -532556.000000 Penalty: 4176.221191
	Iteration 16Q: 3 clusters Score -532556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -532562.375000 Penalty: 4176.221191
	Iteration 17Q: 3 clusters Score -532562.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -532565.000000 Penalty: 4176.221191
	Iteration 18Q: 3 clusters Score -532565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -532569.062500 Penalty: 4176.221191
	Iteration 19Q: 3 clusters Score -532569.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -532571.500000 Penalty: 4176.221191
	Iteration 20F: 3 clusters Score -532571.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -532572.875000 Penalty: 4176.221191
	Iteration 21Q: 3 clusters Score -532572.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -532577.000000 Penalty: 4176.221191
	Iteration 22Q: 3 clusters Score -532577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -532580.125000 Penalty: 4176.221191
	Iteration 23Q: 3 clusters Score -532580.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -532583.750000 Penalty: 4176.221191
	Iteration 24Q: 3 clusters Score -532583.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -532585.375000 Penalty: 4176.221191
	Iteration 25Q: 3 clusters Score -532585.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -532587.687500 Penalty: 4176.221191
	Iteration 26Q: 3 clusters Score -532587.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -532588.625000 Penalty: 4176.221191
	Iteration 27Q: 3 clusters Score -532588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -532590.312500 Penalty: 4176.221191
	Iteration 28Q: 3 clusters Score -532590.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -532591.187500 Penalty: 4176.221191
	Iteration 29Q: 3 clusters Score -532591.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -532592.250000 Penalty: 4176.221191
	Iteration 30Q: 3 clusters Score -532592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -532592.625000 Penalty: 4176.221191
	Iteration 31Q: 3 clusters Score -532592.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -532592.625000 Penalty: 4176.221191
	Iteration 32F: 3 clusters Score -532592.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Entering Unmasked Estep 
Score: -457752.281250 Penalty: 2053.553467
	Iteration 0F: 2 clusters Score -457752.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -453934.437500 Penalty: 4107.106934
	Iteration 0F: 3 clusters Score -453934.4 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -454816.781250 Penalty: 4107.106934
	Iteration 1F: 3 clusters Score -454816.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -455175.218750 Penalty: 4107.106934
	Iteration 2F: 3 clusters Score -455175.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -455486.375000 Penalty: 4107.106934
	Iteration 3F: 3 clusters Score -455486.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -455730.593750 Penalty: 4107.106934
	Iteration 4F: 3 clusters Score -455730.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -455924.218750 Penalty: 4107.106934
	Iteration 5F: 3 clusters Score -455924.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -456107.187500 Penalty: 4107.106934
	Iteration 6Q: 3 clusters Score -456107.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -456239.062500 Penalty: 4107.106934
	Iteration 7Q: 3 clusters Score -456239.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -456339.968750 Penalty: 4107.106934
	Iteration 8Q: 3 clusters Score -456340 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -456427.968750 Penalty: 4107.106934
	Iteration 9Q: 3 clusters Score -456428 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -456502.062500 Penalty: 4107.106934
	Iteration 10Q: 3 clusters Score -456502.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -456569.875000 Penalty: 4107.106934
	Iteration 11Q: 3 clusters Score -456569.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -456645.968750 Penalty: 4107.106934
	Iteration 12Q: 3 clusters Score -456646 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -456719.000000 Penalty: 4107.106934
	Iteration 13Q: 3 clusters Score -456719 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -456771.093750 Penalty: 4107.106934
	Iteration 14Q: 3 clusters Score -456771.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -456807.843750 Penalty: 4107.106934
	Iteration 15Q: 3 clusters Score -456807.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -456824.156250 Penalty: 4107.106934
	Iteration 16Q: 3 clusters Score -456824.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -456835.593750 Penalty: 4107.106934
	Iteration 17Q: 3 clusters Score -456835.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -456841.875000 Penalty: 4107.106934
	Iteration 18Q: 3 clusters Score -456841.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -456846.875000 Penalty: 4107.106934
	Iteration 19Q: 3 clusters Score -456846.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -456854.156250 Penalty: 4107.106934
	Iteration 20F: 3 clusters Score -456854.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -456859.468750 Penalty: 4107.106934
	Iteration 21Q: 3 clusters Score -456859.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -456864.031250 Penalty: 4107.106934
	Iteration 22Q: 3 clusters Score -456864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -456866.531250 Penalty: 4107.106934
	Iteration 23Q: 3 clusters Score -456866.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -456869.125000 Penalty: 4107.106934
	Iteration 24Q: 3 clusters Score -456869.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -456871.906250 Penalty: 4107.106934
	Iteration 25Q: 3 clusters Score -456871.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -456874.343750 Penalty: 4107.106934
	Iteration 26Q: 3 clusters Score -456874.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -456877.843750 Penalty: 4107.106934
	Iteration 27Q: 3 clusters Score -456877.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -456880.656250 Penalty: 4107.106934
	Iteration 28Q: 3 clusters Score -456880.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -456883.000000 Penalty: 4107.106934
	Iteration 29Q: 3 clusters Score -456883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -456883.000000 Penalty: 4107.106934
	Iteration 30F: 3 clusters Score -456883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58716 members 
Entering Unmasked Estep 
Score: -7200397.000000 Penalty: 2723.156006
	Iteration 0F: 2 clusters Score -7200397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -7160900.500000 Penalty: 5446.312012
	Iteration 0F: 3 clusters Score -7160900 nChanged 27275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -7176204.000000 Penalty: 5446.312012
	Iteration 1F: 3 clusters Score -7176204 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -7176992.000000 Penalty: 5446.312012
	Iteration 2Q: 3 clusters Score -7176992 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -7177938.500000 Penalty: 5446.312012
	Iteration 3Q: 3 clusters Score -7177938 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -7179542.000000 Penalty: 5446.312012
	Iteration 4F: 3 clusters Score -7179542 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -7182204.000000 Penalty: 5446.312012
	Iteration 5F: 3 clusters Score -7182204 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -7186318.000000 Penalty: 5446.312012
	Iteration 6F: 3 clusters Score -7186318 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -7191081.500000 Penalty: 5446.312012
	Iteration 7F: 3 clusters Score -7191082 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
Score: -7194710.000000 Penalty: 5446.312012
	Iteration 8F: 3 clusters Score -7194710 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 56457 members 
Entering Unmasked Estep 
Score: -7196574.000000 Penalty: 5446.312012
	Iteration 9Q: 3 clusters Score -7196574 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 57231 members 
Entering Unmasked Estep 
Score: -7197375.500000 Penalty: 5446.312012
	Iteration 10Q: 3 clusters Score -7197376 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 57581 members 
Entering Unmasked Estep 
Score: -7197723.000000 Penalty: 5446.312012
	Iteration 11Q: 3 clusters Score -7197723 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -7197902.500000 Penalty: 5446.312012
	Iteration 12Q: 3 clusters Score -7197902 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 57847 members 
Entering Unmasked Estep 
Score: -7198025.500000 Penalty: 5446.312012
	Iteration 13Q: 3 clusters Score -7198026 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 57909 members 
Entering Unmasked Estep 
Score: -7198098.000000 Penalty: 5446.312012
	Iteration 14Q: 3 clusters Score -7198098 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 57945 members 
Entering Unmasked Estep 
Score: -7198140.500000 Penalty: 5446.312012
	Iteration 15Q: 3 clusters Score -7198140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -7198173.500000 Penalty: 5446.312012
	Iteration 16Q: 3 clusters Score -7198174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -7198174.000000 Penalty: 5446.312012
	Iteration 17Q: 3 clusters Score -7198174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 58001 members 
Entering Unmasked Estep 
Score: -7198193.500000 Penalty: 5446.312012
	Iteration 18Q: 3 clusters Score -7198194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -7198197.500000 Penalty: 5446.312012
	Iteration 19Q: 3 clusters Score -7198198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 58015 members 
Entering Unmasked Estep 
Score: -7198199.500000 Penalty: 5446.312012
	Iteration 20F: 3 clusters Score -7198200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 58025 members 
Entering Unmasked Estep 
Score: -7198217.500000 Penalty: 5446.312012
	Iteration 21Q: 3 clusters Score -7198218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -7198222.500000 Penalty: 5446.312012
	Iteration 22Q: 3 clusters Score -7198222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 58030 members 
Entering Unmasked Estep 
Score: -7198224.500000 Penalty: 5446.312012
	Iteration 23Q: 3 clusters Score -7198224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 58030 members 
Entering Unmasked Estep 
Score: -7198223.500000 Penalty: 5446.312012
	Iteration 24Q: 3 clusters Score -7198224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 58032 members 
Entering Unmasked Estep 
Score: -7198224.000000 Penalty: 5446.312012
	Iteration 25Q: 3 clusters Score -7198224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 58034 members 
Entering Unmasked Estep 
Score: -7198231.000000 Penalty: 5446.312012
	Iteration 26Q: 3 clusters Score -7198231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
Score: -7198230.500000 Penalty: 5446.312012
	Iteration 27Q: 3 clusters Score -7198230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 58040 members 
Entering Unmasked Estep 
Score: -7198232.000000 Penalty: 5446.312012
	Iteration 28Q: 3 clusters Score -7198232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -7198231.500000 Penalty: 5446.312012
	Iteration 29Q: 3 clusters Score -7198232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -7198233.000000 Penalty: 5446.312012
	Iteration 30Q: 3 clusters Score -7198233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -7198232.000000 Penalty: 5446.312012
	Iteration 31Q: 3 clusters Score -7198232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -7198236.000000 Penalty: 5446.312012
	Iteration 32Q: 3 clusters Score -7198236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -7198236.000000 Penalty: 5446.312012
	Iteration 33F: 3 clusters Score -7198236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Entering Unmasked Estep 
Score: -308957.156250 Penalty: 1949.421631
	Iteration 0F: 2 clusters Score -308957.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -305963.281250 Penalty: 3898.843262
	Iteration 0F: 3 clusters Score -305963.3 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -306582.343750 Penalty: 3898.843262
	Iteration 1F: 3 clusters Score -306582.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -306792.781250 Penalty: 3898.843262
	Iteration 2F: 3 clusters Score -306792.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -306891.281250 Penalty: 3898.843262
	Iteration 3F: 3 clusters Score -306891.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -306972.218750 Penalty: 3898.843262
	Iteration 4Q: 3 clusters Score -306972.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -307046.718750 Penalty: 3898.843262
	Iteration 5Q: 3 clusters Score -307046.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -307099.406250 Penalty: 3898.843262
	Iteration 6Q: 3 clusters Score -307099.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -307179.218750 Penalty: 3898.843262
	Iteration 7Q: 3 clusters Score -307179.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -307261.812500 Penalty: 3898.843262
	Iteration 8Q: 3 clusters Score -307261.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -307314.031250 Penalty: 3898.843262
	Iteration 9Q: 3 clusters Score -307314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -307375.093750 Penalty: 3898.843262
	Iteration 10Q: 3 clusters Score -307375.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -307436.468750 Penalty: 3898.843262
	Iteration 11Q: 3 clusters Score -307436.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -307517.875000 Penalty: 3898.843262
	Iteration 12Q: 3 clusters Score -307517.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -307606.093750 Penalty: 3898.843262
	Iteration 13Q: 3 clusters Score -307606.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -307709.343750 Penalty: 3898.843262
	Iteration 14Q: 3 clusters Score -307709.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -307820.781250 Penalty: 3898.843262
	Iteration 15Q: 3 clusters Score -307820.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -307992.843750 Penalty: 3898.843262
	Iteration 16Q: 3 clusters Score -307992.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -308188.031250 Penalty: 3898.843262
	Iteration 17Q: 3 clusters Score -308188 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -308369.718750 Penalty: 3898.843262
	Iteration 18Q: 3 clusters Score -308369.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -308504.343750 Penalty: 3898.843262
	Iteration 19Q: 3 clusters Score -308504.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -308580.687500 Penalty: 3898.843262
	Iteration 20F: 3 clusters Score -308580.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -308619.562500 Penalty: 3898.843262
	Iteration 21Q: 3 clusters Score -308619.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -308645.031250 Penalty: 3898.843262
	Iteration 22Q: 3 clusters Score -308645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -308660.468750 Penalty: 3898.843262
	Iteration 23Q: 3 clusters Score -308660.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -308676.312500 Penalty: 3898.843262
	Iteration 24Q: 3 clusters Score -308676.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -308683.250000 Penalty: 3898.843262
	Iteration 25Q: 3 clusters Score -308683.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -308685.375000 Penalty: 3898.843262
	Iteration 26Q: 3 clusters Score -308685.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -308686.468750 Penalty: 3898.843262
	Iteration 27Q: 3 clusters Score -308686.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -308687.343750 Penalty: 3898.843262
	Iteration 28Q: 3 clusters Score -308687.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -308687.343750 Penalty: 3898.843262
	Iteration 29F: 3 clusters Score -308687.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (70407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70407 members 
Entering Unmasked Estep 
Score: -8486230.000000 Penalty: 2768.187988
	Iteration 0F: 2 clusters Score -8486230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -8438981.000000 Penalty: 5536.375977
	Iteration 0F: 3 clusters Score -8438981 nChanged 32911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -8457563.000000 Penalty: 5536.375977
	Iteration 1F: 3 clusters Score -8457563 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -8458123.000000 Penalty: 5536.375977
	Iteration 2Q: 3 clusters Score -8458123 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -8458718.000000 Penalty: 5536.375977
	Iteration 3Q: 3 clusters Score -8458718 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -8459243.000000 Penalty: 5536.375977
	Iteration 4Q: 3 clusters Score -8459243 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -8460211.000000 Penalty: 5536.375977
	Iteration 5Q: 3 clusters Score -8460211 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -8461872.000000 Penalty: 5536.375977
	Iteration 6Q: 3 clusters Score -8461872 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -8464590.000000 Penalty: 5536.375977
	Iteration 7F: 3 clusters Score -8464590 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -8468925.000000 Penalty: 5536.375977
	Iteration 8F: 3 clusters Score -8468925 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -8474315.000000 Penalty: 5536.375977
	Iteration 9F: 3 clusters Score -8474315 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -8479233.000000 Penalty: 5536.375977
	Iteration 10F: 3 clusters Score -8479233 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -8482080.000000 Penalty: 5536.375977
	Iteration 11Q: 3 clusters Score -8482080 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -8483166.000000 Penalty: 5536.375977
	Iteration 12Q: 3 clusters Score -8483166 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 70115 members 
Entering Unmasked Estep 
Score: -8483524.000000 Penalty: 5536.375977
	Iteration 13Q: 3 clusters Score -8483524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 70178 members 
Entering Unmasked Estep 
Score: -8483646.000000 Penalty: 5536.375977
	Iteration 14Q: 3 clusters Score -8483646 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 70204 members 
Entering Unmasked Estep 
Score: -8483718.000000 Penalty: 5536.375977
	Iteration 15Q: 3 clusters Score -8483718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 70214 members 
Entering Unmasked Estep 
Score: -8483743.000000 Penalty: 5536.375977
	Iteration 16Q: 3 clusters Score -8483743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 70220 members 
Entering Unmasked Estep 
Score: -8483754.000000 Penalty: 5536.375977
	Iteration 17Q: 3 clusters Score -8483754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 70221 members 
Entering Unmasked Estep 
Score: -8483752.000000 Penalty: 5536.375977
	Iteration 18Q: 3 clusters Score -8483752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 70220 members 
Entering Unmasked Estep 
Score: -8483757.000000 Penalty: 5536.375977
	Iteration 19Q: 3 clusters Score -8483757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 70220 members 
Entering Unmasked Estep 
Score: -8483757.000000 Penalty: 5536.375977
	Iteration 20F: 3 clusters Score -8483757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Entering Unmasked Estep 
Score: -1418391.500000 Penalty: 2329.049316
	Iteration 0F: 2 clusters Score -1418392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1409568.375000 Penalty: 4658.098633
	Iteration 0F: 3 clusters Score -1409568 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1412248.625000 Penalty: 4658.098633
	Iteration 1F: 3 clusters Score -1412249 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1412615.500000 Penalty: 4658.098633
	Iteration 2F: 3 clusters Score -1412616 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1412907.125000 Penalty: 4658.098633
	Iteration 3F: 3 clusters Score -1412907 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1413202.500000 Penalty: 4658.098633
	Iteration 4Q: 3 clusters Score -1413202 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1413510.000000 Penalty: 4658.098633
	Iteration 5Q: 3 clusters Score -1413510 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1413862.000000 Penalty: 4658.098633
	Iteration 6Q: 3 clusters Score -1413862 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1414243.125000 Penalty: 4658.098633
	Iteration 7Q: 3 clusters Score -1414243 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1414715.250000 Penalty: 4658.098633
	Iteration 8F: 3 clusters Score -1414715 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1415249.000000 Penalty: 4658.098633
	Iteration 9F: 3 clusters Score -1415249 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1415915.000000 Penalty: 4658.098633
	Iteration 10F: 3 clusters Score -1415915 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1416774.500000 Penalty: 4658.098633
	Iteration 11F: 3 clusters Score -1416774 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1417571.375000 Penalty: 4658.098633
	Iteration 12F: 3 clusters Score -1417571 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1417981.375000 Penalty: 4658.098633
	Iteration 13Q: 3 clusters Score -1417981 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1418114.875000 Penalty: 4658.098633
	Iteration 14Q: 3 clusters Score -1418115 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1418165.500000 Penalty: 4658.098633
	Iteration 15Q: 3 clusters Score -1418166 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1418192.000000 Penalty: 4658.098633
	Iteration 16Q: 3 clusters Score -1418192 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1418205.125000 Penalty: 4658.098633
	Iteration 17Q: 3 clusters Score -1418205 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1418211.375000 Penalty: 4658.098633
	Iteration 18Q: 3 clusters Score -1418211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1418229.375000 Penalty: 4658.098633
	Iteration 19Q: 3 clusters Score -1418229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1418245.250000 Penalty: 4658.098633
	Iteration 20F: 3 clusters Score -1418245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1418262.500000 Penalty: 4658.098633
	Iteration 21Q: 3 clusters Score -1418262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1418281.750000 Penalty: 4658.098633
	Iteration 22Q: 3 clusters Score -1418282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1418297.250000 Penalty: 4658.098633
	Iteration 23Q: 3 clusters Score -1418297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1418315.750000 Penalty: 4658.098633
	Iteration 24Q: 3 clusters Score -1418316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1418338.000000 Penalty: 4658.098633
	Iteration 25Q: 3 clusters Score -1418338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1418361.750000 Penalty: 4658.098633
	Iteration 26Q: 3 clusters Score -1418362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1418378.250000 Penalty: 4658.098633
	Iteration 27Q: 3 clusters Score -1418378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1418387.125000 Penalty: 4658.098633
	Iteration 28Q: 3 clusters Score -1418387 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1418399.625000 Penalty: 4658.098633
	Iteration 29Q: 3 clusters Score -1418400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1418425.625000 Penalty: 4658.098633
	Iteration 30Q: 3 clusters Score -1418426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1418443.750000 Penalty: 4658.098633
	Iteration 31Q: 3 clusters Score -1418444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1418448.750000 Penalty: 4658.098633
	Iteration 32Q: 3 clusters Score -1418449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1418455.750000 Penalty: 4658.098633
	Iteration 33Q: 3 clusters Score -1418456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1418458.500000 Penalty: 4658.098633
	Iteration 34Q: 3 clusters Score -1418458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1418462.750000 Penalty: 4658.098633
	Iteration 35Q: 3 clusters Score -1418463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1418466.125000 Penalty: 4658.098633
	Iteration 36Q: 3 clusters Score -1418466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1418466.500000 Penalty: 4658.098633
	Iteration 37Q: 3 clusters Score -1418466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1418466.500000 Penalty: 4658.098633
	Iteration 38Q: 3 clusters Score -1418466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1418467.750000 Penalty: 4658.098633
	Iteration 39Q: 3 clusters Score -1418468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1418469.750000 Penalty: 4658.098633
	Iteration 40F: 3 clusters Score -1418470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1418470.750000 Penalty: 4658.098633
	Iteration 41Q: 3 clusters Score -1418471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1418476.250000 Penalty: 4658.098633
	Iteration 42Q: 3 clusters Score -1418476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1418472.625000 Penalty: 4658.098633
	Iteration 43Q: 3 clusters Score -1418473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1418474.625000 Penalty: 4658.098633
	Iteration 44Q: 3 clusters Score -1418475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1418475.000000 Penalty: 4658.098633
	Iteration 45Q: 3 clusters Score -1418475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1418477.000000 Penalty: 4658.098633
	Iteration 46Q: 3 clusters Score -1418477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1418477.125000 Penalty: 4658.098633
	Iteration 47Q: 3 clusters Score -1418477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1418477.125000 Penalty: 4658.098633
	Iteration 48Q: 3 clusters Score -1418477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1418481.625000 Penalty: 4658.098633
	Iteration 49Q: 3 clusters Score -1418482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1418481.625000 Penalty: 4658.098633
	Iteration 50F: 3 clusters Score -1418482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 264020 members 
Mstep: Class 2 contains 417 members 
Mstep: Class 3 contains 60896 members 
Mstep: Class 4 contains 17723 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181288 members 
Mstep: Class 7 contains 25887 members 
Mstep: Class 8 contains 7863 members 
Mstep: Class 9 contains 4536 members 
Mstep: Class 10 contains 3946 members 
Mstep: Class 11 contains 58716 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 70407 members 
Mstep: Class 14 contains 6758 members 
Mstep: Class 15 contains 8992 members 
Mstep: Class 16 contains 65760 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 250552 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7830 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 5716 members 
Mstep: Class 25 contains 35387 members 
Mstep: Class 26 contains 10166 members 
Mstep: Class 27 contains 11881 members 
Mstep: Class 28 contains 8285 members 
Mstep: Class 29 contains 40302 members 
Mstep: Class 30 contains 12207 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27645 members 
Mstep: Class 33 contains 2117 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 23467 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6130 members 
Mstep: Class 38 contains 6490 members 
Mstep: Class 39 contains 661 members 
Mstep: Class 40 contains 5226 members 
Entering Unmasked Estep 
Score: -148053488.000000 Penalty: 139228.203125
Splitting cluster 14 changes total score from -148053664.000000 to -148053488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (8992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Entering Unmasked Estep 
Score: -1070846.625000 Penalty: 2257.814453
	Iteration 0F: 2 clusters Score -1070847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1063755.250000 Penalty: 4515.628906
	Iteration 0F: 3 clusters Score -1063755 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1065742.750000 Penalty: 4515.628906
	Iteration 1F: 3 clusters Score -1065743 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1066044.125000 Penalty: 4515.628906
	Iteration 2F: 3 clusters Score -1066044 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1066271.375000 Penalty: 4515.628906
	Iteration 3F: 3 clusters Score -1066271 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1066500.250000 Penalty: 4515.628906
	Iteration 4Q: 3 clusters Score -1066500 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1066716.375000 Penalty: 4515.628906
	Iteration 5Q: 3 clusters Score -1066716 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1066907.375000 Penalty: 4515.628906
	Iteration 6Q: 3 clusters Score -1066907 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1067113.375000 Penalty: 4515.628906
	Iteration 7Q: 3 clusters Score -1067113 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1067301.875000 Penalty: 4515.628906
	Iteration 8Q: 3 clusters Score -1067302 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1067482.500000 Penalty: 4515.628906
	Iteration 9Q: 3 clusters Score -1067482 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1067680.125000 Penalty: 4515.628906
	Iteration 10Q: 3 clusters Score -1067680 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1067826.000000 Penalty: 4515.628906
	Iteration 11Q: 3 clusters Score -1067826 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1067933.625000 Penalty: 4515.628906
	Iteration 12Q: 3 clusters Score -1067934 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1068013.750000 Penalty: 4515.628906
	Iteration 13Q: 3 clusters Score -1068014 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1068084.625000 Penalty: 4515.628906
	Iteration 14Q: 3 clusters Score -1068085 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1068146.750000 Penalty: 4515.628906
	Iteration 15Q: 3 clusters Score -1068147 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1068195.750000 Penalty: 4515.628906
	Iteration 16Q: 3 clusters Score -1068196 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1068231.500000 Penalty: 4515.628906
	Iteration 17Q: 3 clusters Score -1068232 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1068256.750000 Penalty: 4515.628906
	Iteration 18Q: 3 clusters Score -1068257 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1068271.625000 Penalty: 4515.628906
	Iteration 19Q: 3 clusters Score -1068272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1068288.000000 Penalty: 4515.628906
	Iteration 20F: 3 clusters Score -1068288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1068299.875000 Penalty: 4515.628906
	Iteration 21Q: 3 clusters Score -1068300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1068309.875000 Penalty: 4515.628906
	Iteration 22Q: 3 clusters Score -1068310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1068321.875000 Penalty: 4515.628906
	Iteration 23Q: 3 clusters Score -1068322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1068327.375000 Penalty: 4515.628906
	Iteration 24Q: 3 clusters Score -1068327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1068329.500000 Penalty: 4515.628906
	Iteration 25Q: 3 clusters Score -1068330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1068334.000000 Penalty: 4515.628906
	Iteration 26Q: 3 clusters Score -1068334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1068338.625000 Penalty: 4515.628906
	Iteration 27Q: 3 clusters Score -1068339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1068340.375000 Penalty: 4515.628906
	Iteration 28Q: 3 clusters Score -1068340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1068345.250000 Penalty: 4515.628906
	Iteration 29Q: 3 clusters Score -1068345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1068347.000000 Penalty: 4515.628906
	Iteration 30Q: 3 clusters Score -1068347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1068346.500000 Penalty: 4515.628906
	Iteration 31Q: 3 clusters Score -1068346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1068349.375000 Penalty: 4515.628906
	Iteration 32Q: 3 clusters Score -1068349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1068352.000000 Penalty: 4515.628906
	Iteration 33Q: 3 clusters Score -1068352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1068356.375000 Penalty: 4515.628906
	Iteration 34Q: 3 clusters Score -1068356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1068356.875000 Penalty: 4515.628906
	Iteration 35Q: 3 clusters Score -1068357 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1068366.500000 Penalty: 4515.628906
	Iteration 36Q: 3 clusters Score -1068366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1068374.125000 Penalty: 4515.628906
	Iteration 37Q: 3 clusters Score -1068374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1068378.375000 Penalty: 4515.628906
	Iteration 38Q: 3 clusters Score -1068378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1068382.625000 Penalty: 4515.628906
	Iteration 39Q: 3 clusters Score -1068383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1068387.875000 Penalty: 4515.628906
	Iteration 40F: 3 clusters Score -1068388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1068387.750000 Penalty: 4515.628906
	Iteration 41Q: 3 clusters Score -1068388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1068391.000000 Penalty: 4515.628906
	Iteration 42Q: 3 clusters Score -1068391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1068393.500000 Penalty: 4515.628906
	Iteration 43Q: 3 clusters Score -1068394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1068398.750000 Penalty: 4515.628906
	Iteration 44Q: 3 clusters Score -1068399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1068403.375000 Penalty: 4515.628906
	Iteration 45Q: 3 clusters Score -1068403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1068405.750000 Penalty: 4515.628906
	Iteration 46Q: 3 clusters Score -1068406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1068406.125000 Penalty: 4515.628906
	Iteration 47Q: 3 clusters Score -1068406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1068410.375000 Penalty: 4515.628906
	Iteration 48Q: 3 clusters Score -1068410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1068410.375000 Penalty: 4515.628906
	Iteration 49Q: 3 clusters Score -1068410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1068413.500000 Penalty: 4515.628906
	Iteration 50Q: 3 clusters Score -1068414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1068413.375000 Penalty: 4515.628906
	Iteration 51Q: 3 clusters Score -1068413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1068413.750000 Penalty: 4515.628906
	Iteration 52Q: 3 clusters Score -1068414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1068414.500000 Penalty: 4515.628906
	Iteration 53Q: 3 clusters Score -1068414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1068414.125000 Penalty: 4515.628906
	Iteration 54Q: 3 clusters Score -1068414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1068414.375000 Penalty: 4515.628906
	Iteration 55Q: 3 clusters Score -1068414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1068417.375000 Penalty: 4515.628906
	Iteration 56Q: 3 clusters Score -1068417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1068420.750000 Penalty: 4515.628906
	Iteration 57Q: 3 clusters Score -1068421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1068421.500000 Penalty: 4515.628906
	Iteration 58Q: 3 clusters Score -1068422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1068423.250000 Penalty: 4515.628906
	Iteration 59Q: 3 clusters Score -1068423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1068422.625000 Penalty: 4515.628906
	Iteration 60F: 3 clusters Score -1068423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1068422.125000 Penalty: 4515.628906
	Iteration 61Q: 3 clusters Score -1068422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1068421.875000 Penalty: 4515.628906
	Iteration 62Q: 3 clusters Score -1068422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1068423.500000 Penalty: 4515.628906
	Iteration 63Q: 3 clusters Score -1068424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1068423.125000 Penalty: 4515.628906
	Iteration 64Q: 3 clusters Score -1068423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1068423.125000 Penalty: 4515.628906
	Iteration 65Q: 3 clusters Score -1068423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1068422.750000 Penalty: 4515.628906
	Iteration 66Q: 3 clusters Score -1068423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1068422.750000 Penalty: 4515.628906
	Iteration 67F: 3 clusters Score -1068423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65760 members 
Entering Unmasked Estep 
Score: -8097565.500000 Penalty: 2751.254150
	Iteration 0F: 2 clusters Score -8097566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -8053347.500000 Penalty: 5502.508301
	Iteration 0F: 3 clusters Score -8053348 nChanged 30826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -8070516.500000 Penalty: 5502.508301
	Iteration 1F: 3 clusters Score -8070516 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -8071065.500000 Penalty: 5502.508301
	Iteration 2Q: 3 clusters Score -8071066 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -8071668.000000 Penalty: 5502.508301
	Iteration 3Q: 3 clusters Score -8071668 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -8072272.000000 Penalty: 5502.508301
	Iteration 4Q: 3 clusters Score -8072272 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -8072893.500000 Penalty: 5502.508301
	Iteration 5Q: 3 clusters Score -8072894 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -8073633.000000 Penalty: 5502.508301
	Iteration 6Q: 3 clusters Score -8073633 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -8074641.000000 Penalty: 5502.508301
	Iteration 7Q: 3 clusters Score -8074641 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -8075822.500000 Penalty: 5502.508301
	Iteration 8Q: 3 clusters Score -8075822 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -8077634.500000 Penalty: 5502.508301
	Iteration 9F: 3 clusters Score -8077634 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -8080350.500000 Penalty: 5502.508301
	Iteration 10F: 3 clusters Score -8080350 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -8083843.000000 Penalty: 5502.508301
	Iteration 11F: 3 clusters Score -8083843 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -8087439.500000 Penalty: 5502.508301
	Iteration 12F: 3 clusters Score -8087440 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 50853 members 
Entering Unmasked Estep 
Score: -8090086.000000 Penalty: 5502.508301
	Iteration 13Q: 3 clusters Score -8090086 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -8091398.500000 Penalty: 5502.508301
	Iteration 14Q: 3 clusters Score -8091398 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -8092102.500000 Penalty: 5502.508301
	Iteration 15Q: 3 clusters Score -8092102 nChanged 974
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -8092453.500000 Penalty: 5502.508301
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 55046 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8092805 nChanged 776
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8093098 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 56488 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8093326 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8093532 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 57643 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8093726 nChanged 540
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 58183 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8093868 nChanged 527
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 58708 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8094104 nChanged 449
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 59157 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8094269 nChanged 424
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 59581 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8094400 nChanged 386
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Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8094510 nChanged 389
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Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8094618 nChanged 326
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Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 60680 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8094708 nChanged 310
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 60988 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8094822 nChanged 262
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8094892 nChanged 251
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 61497 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8094964 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -8095018.500000 Penalty: 5502.508301
	Iteration 32Q: 3 clusters Score -8095018 nChanged 201
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8095055 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 62086 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8095110 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 62255 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8095184 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 62394 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8095224 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8095255 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 62621 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8095281 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8095316 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8095344 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 62869 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8095346 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 62948 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8095352 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8095380 nChanged 50
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Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 63058 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8095382 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8095378 nChanged 60
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Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 63176 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8095392 nChanged 49
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Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 63225 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8095398 nChanged 34
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Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8095400 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 63290 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8095394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 63319 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8095408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8095416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 63374 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8095414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 63396 members 
Entering Unmasked Estep 
Score: -8095409.500000 Penalty: 5502.508301
	Iteration 53Q: 3 clusters Score -8095410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 63418 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8095422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 63438 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8095421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8095422 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8095422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8095428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 63514 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8095442 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -8095453.500000 Penalty: 5502.508301
	Iteration 60F: 3 clusters Score -8095454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 63561 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8095465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8095478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 63606 members 
Entering Unmasked Estep 
Score: -8095476.500000 Penalty: 5502.508301
	Iteration 63Q: 3 clusters Score -8095476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 63620 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8095484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 63628 members 
Entering Unmasked Estep 
Score: -8095466.500000 Penalty: 5502.508301
	Iteration 65Q: 3 clusters Score -8095466 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 63634 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8095468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 63641 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8095466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 63648 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8095470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8095473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 63666 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8095469 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8095473 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 63683 members 
Entering Unmasked Estep 
Score: -8095482.500000 Penalty: 5502.508301
	Iteration 72Q: 3 clusters Score -8095482 nChanged 10
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Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8095485 nChanged 12
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Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 63705 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8095478 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8095478 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 63729 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8095475 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8095472 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8095470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 63747 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8095474 nChanged 10
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Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8095470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 63763 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8095476 nChanged 4
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Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8095484 nChanged 9
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Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8095483 nChanged 9
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Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8095487 nChanged 4
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Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 63789 members 
Entering Unmasked Estep 
Score: -8095491.500000 Penalty: 5502.508301
	Iteration 85Q: 3 clusters Score -8095492 nChanged 8
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Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 63797 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8095494 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8095496 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8095492 nChanged 4
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Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8095498 nChanged 3
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Mstep: Class 1 contains 1942 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8095498 nChanged 3
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Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 63821 members 
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	Iteration 91Q: 3 clusters Score -8095496 nChanged 2
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Mstep: Class 1 contains 1937 members 
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	Iteration 92Q: 3 clusters Score -8095493 nChanged 1
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Mstep: Class 1 contains 1936 members 
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	Iteration 93Q: 3 clusters Score -8095497 nChanged 1
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	Iteration 94Q: 3 clusters Score -8095496 nChanged 2
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Mstep: Class 1 contains 1935 members 
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	Iteration 95Q: 3 clusters Score -8095498 nChanged 2
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Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 63827 members 
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	Iteration 96Q: 3 clusters Score -8095496 nChanged 3
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Mstep: Class 1 contains 1930 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8095502 nChanged 4
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Mstep: Class 1 contains 1926 members 
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	Iteration 98Q: 3 clusters Score -8095498 nChanged 2
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Mstep: Class 1 contains 1924 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8095502 nChanged 4
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Mstep: Class 1 contains 1920 members 
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Entering Unmasked Estep 
Score: -8095511.500000 Penalty: 5502.508301
	Iteration 100F: 3 clusters Score -8095512 nChanged 5
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Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8095510 nChanged 4
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Mstep: Class 1 contains 1911 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8095508 nChanged 8
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Mstep: Class 1 contains 1903 members 
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	Iteration 103Q: 3 clusters Score -8095496 nChanged 4
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	Iteration 104Q: 3 clusters Score -8095494 nChanged 7
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Mstep: Class 1 contains 1892 members 
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	Iteration 105Q: 3 clusters Score -8095505 nChanged 6
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Mstep: Class 1 contains 1886 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8095505 nChanged 7
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Mstep: Class 1 contains 1879 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8095508 nChanged 12
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Mstep: Class 2 contains 63893 members 
Entering Unmasked Estep 
Score: -8095504.000000 Penalty: 5502.508301
	Iteration 108Q: 3 clusters Score -8095504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 63909 members 
Entering Unmasked Estep 
Score: -8095508.500000 Penalty: 5502.508301
	Iteration 109Q: 3 clusters Score -8095508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 63918 members 
Entering Unmasked Estep 
Score: -8095511.000000 Penalty: 5502.508301
	Iteration 110Q: 3 clusters Score -8095511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 63925 members 
Entering Unmasked Estep 
Score: -8095526.500000 Penalty: 5502.508301
	Iteration 111Q: 3 clusters Score -8095526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 63932 members 
Entering Unmasked Estep 
Score: -8095520.500000 Penalty: 5502.508301
	Iteration 112Q: 3 clusters Score -8095520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 63942 members 
Entering Unmasked Estep 
Score: -8095519.500000 Penalty: 5502.508301
	Iteration 113Q: 3 clusters Score -8095520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -8095523.500000 Penalty: 5502.508301
	Iteration 114Q: 3 clusters Score -8095524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 63955 members 
Entering Unmasked Estep 
Score: -8095515.500000 Penalty: 5502.508301
	Iteration 115Q: 3 clusters Score -8095516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 63961 members 
Entering Unmasked Estep 
Score: -8095518.500000 Penalty: 5502.508301
	Iteration 116Q: 3 clusters Score -8095518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -8095522.500000 Penalty: 5502.508301
	Iteration 117Q: 3 clusters Score -8095522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 63967 members 
Entering Unmasked Estep 
Score: -8095524.000000 Penalty: 5502.508301
	Iteration 118Q: 3 clusters Score -8095524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 63969 members 
Entering Unmasked Estep 
Score: -8095525.000000 Penalty: 5502.508301
	Iteration 119Q: 3 clusters Score -8095525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 63970 members 
Entering Unmasked Estep 
Score: -8095519.500000 Penalty: 5502.508301
	Iteration 120F: 3 clusters Score -8095520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 63971 members 
Entering Unmasked Estep 
Score: -8095525.500000 Penalty: 5502.508301
	Iteration 121Q: 3 clusters Score -8095526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 63971 members 
Entering Unmasked Estep 
Score: -8095525.500000 Penalty: 5502.508301
	Iteration 122F: 3 clusters Score -8095526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -72668.765625 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -72668.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -71058.734375 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -71058.73 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -71622.546875 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -71622.55 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -71879.437500 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -71879.44 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -71992.789062 Penalty: 3256.371582
	Iteration 3F: 3 clusters Score -71992.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -72102.031250 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -72102.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -72304.773438 Penalty: 3256.371582
	Iteration 5F: 3 clusters Score -72304.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -72365.187500 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -72365.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -72399.789062 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -72399.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -72432.835938 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -72432.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -72449.929688 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -72449.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -72454.875000 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -72454.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -72459.500000 Penalty: 3256.371582
	Iteration 11Q: 3 clusters Score -72459.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -72466.945312 Penalty: 3256.371582
	Iteration 12Q: 3 clusters Score -72466.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -72470.468750 Penalty: 3256.371582
	Iteration 13Q: 3 clusters Score -72470.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -72474.554688 Penalty: 3256.371582
	Iteration 14Q: 3 clusters Score -72474.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -72479.406250 Penalty: 3256.371582
	Iteration 15Q: 3 clusters Score -72479.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -72480.187500 Penalty: 3256.371582
	Iteration 16Q: 3 clusters Score -72480.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -72480.187500 Penalty: 3256.371582
	Iteration 17F: 3 clusters Score -72480.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (250552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250552 members 
Entering Unmasked Estep 
Score: -30716646.000000 Penalty: 3082.992676
	Iteration 0F: 2 clusters Score -3.071665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125232 members 
Mstep: Class 2 contains 125320 members 
Entering Unmasked Estep 
Score: -30557964.000000 Penalty: 6165.985352
	Iteration 0F: 3 clusters Score -3.055796e+07 nChanged 120956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121760 members 
Mstep: Class 2 contains 128792 members 
Entering Unmasked Estep 
Score: -30628938.000000 Penalty: 6165.985352
	Iteration 1F: 3 clusters Score -3.062894e+07 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119256 members 
Mstep: Class 2 contains 131296 members 
Entering Unmasked Estep 
Score: -30630396.000000 Penalty: 6165.985352
	Iteration 2Q: 3 clusters Score -3.06304e+07 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115472 members 
Mstep: Class 2 contains 135080 members 
Entering Unmasked Estep 
Score: -30632810.000000 Penalty: 6165.985352
	Iteration 3Q: 3 clusters Score -3.063281e+07 nChanged 10152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109728 members 
Mstep: Class 2 contains 140824 members 
Entering Unmasked Estep 
Score: -30636596.000000 Penalty: 6165.985352
	Iteration 4Q: 3 clusters Score -3.06366e+07 nChanged 13100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101210 members 
Mstep: Class 2 contains 149342 members 
Entering Unmasked Estep 
Score: -30643114.000000 Penalty: 6165.985352
	Iteration 5F: 3 clusters Score -3.064311e+07 nChanged 16298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89498 members 
Mstep: Class 2 contains 161054 members 
Entering Unmasked Estep 
Score: -30653050.000000 Penalty: 6165.985352
	Iteration 6F: 3 clusters Score -3.065305e+07 nChanged 18471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75093 members 
Mstep: Class 2 contains 175459 members 
Entering Unmasked Estep 
Score: -30666686.000000 Penalty: 6165.985352
	Iteration 7F: 3 clusters Score -3.066669e+07 nChanged 18170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60513 members 
Mstep: Class 2 contains 190039 members 
Entering Unmasked Estep 
Score: -30683154.000000 Penalty: 6165.985352
	Iteration 8F: 3 clusters Score -3.068315e+07 nChanged 14813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 201078 members 
Entering Unmasked Estep 
Score: -30697674.000000 Penalty: 6165.985352
	Iteration 9F: 3 clusters Score -3.069767e+07 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 206868 members 
Entering Unmasked Estep 
Score: -30705416.000000 Penalty: 6165.985352
	Iteration 10Q: 3 clusters Score -3.070542e+07 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 210203 members 
Entering Unmasked Estep 
Score: -30708752.000000 Penalty: 6165.985352
	Iteration 11Q: 3 clusters Score -3.070875e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 212716 members 
Entering Unmasked Estep 
Score: -30710324.000000 Penalty: 6165.985352
	Iteration 12Q: 3 clusters Score -3.071032e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 214905 members 
Entering Unmasked Estep 
Score: -30711302.000000 Penalty: 6165.985352
	Iteration 13Q: 3 clusters Score -3.07113e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 216871 members 
Entering Unmasked Estep 
Score: -30712178.000000 Penalty: 6165.985352
	Iteration 14Q: 3 clusters Score -3.071218e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 218589 members 
Entering Unmasked Estep 
Score: -30712662.000000 Penalty: 6165.985352
	Iteration 15Q: 3 clusters Score -3.071266e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 220154 members 
Entering Unmasked Estep 
Score: -30713098.000000 Penalty: 6165.985352
	Iteration 16Q: 3 clusters Score -3.07131e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 221521 members 
Entering Unmasked Estep 
Score: -30713478.000000 Penalty: 6165.985352
	Iteration 17Q: 3 clusters Score -3.071348e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 222786 members 
Entering Unmasked Estep 
Score: -30713706.000000 Penalty: 6165.985352
	Iteration 18Q: 3 clusters Score -3.071371e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 223916 members 
Entering Unmasked Estep 
Score: -30713780.000000 Penalty: 6165.985352
	Iteration 19Q: 3 clusters Score -3.071378e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 225020 members 
Entering Unmasked Estep 
Score: -30714022.000000 Penalty: 6165.985352
	Iteration 20F: 3 clusters Score -3.071402e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 226071 members 
Entering Unmasked Estep 
Score: -30714120.000000 Penalty: 6165.985352
	Iteration 21Q: 3 clusters Score -3.071412e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 227098 members 
Entering Unmasked Estep 
Score: -30714062.000000 Penalty: 6165.985352
	Iteration 22Q: 3 clusters Score -3.071406e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 228088 members 
Entering Unmasked Estep 
Score: -30714046.000000 Penalty: 6165.985352
	Iteration 23Q: 3 clusters Score -3.071405e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 229006 members 
Entering Unmasked Estep 
Score: -30714076.000000 Penalty: 6165.985352
	Iteration 24Q: 3 clusters Score -3.071408e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 229872 members 
Entering Unmasked Estep 
Score: -30714118.000000 Penalty: 6165.985352
	Iteration 25Q: 3 clusters Score -3.071412e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 230744 members 
Entering Unmasked Estep 
Score: -30714408.000000 Penalty: 6165.985352
	Iteration 26Q: 3 clusters Score -3.071441e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 231639 members 
Entering Unmasked Estep 
Score: -30714362.000000 Penalty: 6165.985352
	Iteration 27Q: 3 clusters Score -3.071436e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 232607 members 
Entering Unmasked Estep 
Score: -30714236.000000 Penalty: 6165.985352
	Iteration 28Q: 3 clusters Score -3.071424e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 233578 members 
Entering Unmasked Estep 
Score: -30714360.000000 Penalty: 6165.985352
	Iteration 29Q: 3 clusters Score -3.071436e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 234500 members 
Entering Unmasked Estep 
Score: -30714480.000000 Penalty: 6165.985352
	Iteration 30Q: 3 clusters Score -3.071448e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 235384 members 
Entering Unmasked Estep 
Score: -30714588.000000 Penalty: 6165.985352
	Iteration 31Q: 3 clusters Score -3.071459e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 236232 members 
Entering Unmasked Estep 
Score: -30714564.000000 Penalty: 6165.985352
	Iteration 32Q: 3 clusters Score -3.071456e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 237069 members 
Entering Unmasked Estep 
Score: -30714672.000000 Penalty: 6165.985352
	Iteration 33Q: 3 clusters Score -3.071467e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 237855 members 
Entering Unmasked Estep 
Score: -30714672.000000 Penalty: 6165.985352
	Iteration 34Q: 3 clusters Score -3.071467e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 238594 members 
Entering Unmasked Estep 
Score: -30714694.000000 Penalty: 6165.985352
	Iteration 35Q: 3 clusters Score -3.071469e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 239321 members 
Entering Unmasked Estep 
Score: -30714754.000000 Penalty: 6165.985352
	Iteration 36Q: 3 clusters Score -3.071475e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 240043 members 
Entering Unmasked Estep 
Score: -30714836.000000 Penalty: 6165.985352
	Iteration 37Q: 3 clusters Score -3.071484e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 240715 members 
Entering Unmasked Estep 
Score: -30714844.000000 Penalty: 6165.985352
	Iteration 38Q: 3 clusters Score -3.071484e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 241375 members 
Entering Unmasked Estep 
Score: -30714832.000000 Penalty: 6165.985352
	Iteration 39Q: 3 clusters Score -3.071483e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 242017 members 
Entering Unmasked Estep 
Score: -30714888.000000 Penalty: 6165.985352
	Iteration 40F: 3 clusters Score -3.071489e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 242626 members 
Entering Unmasked Estep 
Score: -30714872.000000 Penalty: 6165.985352
	Iteration 41Q: 3 clusters Score -3.071487e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 243129 members 
Entering Unmasked Estep 
Score: -30714986.000000 Penalty: 6165.985352
	Iteration 42Q: 3 clusters Score -3.071499e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 243619 members 
Entering Unmasked Estep 
Score: -30714998.000000 Penalty: 6165.985352
	Iteration 43Q: 3 clusters Score -3.0715e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 244074 members 
Entering Unmasked Estep 
Score: -30714964.000000 Penalty: 6165.985352
	Iteration 44Q: 3 clusters Score -3.071496e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 244488 members 
Entering Unmasked Estep 
Score: -30715026.000000 Penalty: 6165.985352
	Iteration 45Q: 3 clusters Score -3.071503e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 244850 members 
Entering Unmasked Estep 
Score: -30715100.000000 Penalty: 6165.985352
	Iteration 46Q: 3 clusters Score -3.07151e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 245170 members 
Entering Unmasked Estep 
Score: -30715052.000000 Penalty: 6165.985352
	Iteration 47Q: 3 clusters Score -3.071505e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 245445 members 
Entering Unmasked Estep 
Score: -30715056.000000 Penalty: 6165.985352
	Iteration 48Q: 3 clusters Score -3.071506e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 245700 members 
Entering Unmasked Estep 
Score: -30715044.000000 Penalty: 6165.985352
	Iteration 49Q: 3 clusters Score -3.071504e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 245918 members 
Entering Unmasked Estep 
Score: -30715020.000000 Penalty: 6165.985352
	Iteration 50Q: 3 clusters Score -3.071502e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 246097 members 
Entering Unmasked Estep 
Score: -30715048.000000 Penalty: 6165.985352
	Iteration 51Q: 3 clusters Score -3.071505e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 246263 members 
Entering Unmasked Estep 
Score: -30715046.000000 Penalty: 6165.985352
	Iteration 52Q: 3 clusters Score -3.071505e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 246391 members 
Entering Unmasked Estep 
Score: -30715056.000000 Penalty: 6165.985352
	Iteration 53Q: 3 clusters Score -3.071506e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 246498 members 
Entering Unmasked Estep 
Score: -30715064.000000 Penalty: 6165.985352
	Iteration 54Q: 3 clusters Score -3.071506e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 246604 members 
Entering Unmasked Estep 
Score: -30715086.000000 Penalty: 6165.985352
	Iteration 55Q: 3 clusters Score -3.071509e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 246714 members 
Entering Unmasked Estep 
Score: -30715106.000000 Penalty: 6165.985352
	Iteration 56Q: 3 clusters Score -3.071511e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 246812 members 
Entering Unmasked Estep 
Score: -30715138.000000 Penalty: 6165.985352
	Iteration 57Q: 3 clusters Score -3.071514e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 246910 members 
Entering Unmasked Estep 
Score: -30715138.000000 Penalty: 6165.985352
	Iteration 58Q: 3 clusters Score -3.071514e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 247000 members 
Entering Unmasked Estep 
Score: -30715130.000000 Penalty: 6165.985352
	Iteration 59Q: 3 clusters Score -3.071513e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 247066 members 
Entering Unmasked Estep 
Score: -30715110.000000 Penalty: 6165.985352
	Iteration 60F: 3 clusters Score -3.071511e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 247124 members 
Entering Unmasked Estep 
Score: -30715098.000000 Penalty: 6165.985352
	Iteration 61Q: 3 clusters Score -3.07151e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 247170 members 
Entering Unmasked Estep 
Score: -30715122.000000 Penalty: 6165.985352
	Iteration 62Q: 3 clusters Score -3.071512e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 247211 members 
Entering Unmasked Estep 
Score: -30715132.000000 Penalty: 6165.985352
	Iteration 63Q: 3 clusters Score -3.071513e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 247244 members 
Entering Unmasked Estep 
Score: -30715140.000000 Penalty: 6165.985352
	Iteration 64Q: 3 clusters Score -3.071514e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 247266 members 
Entering Unmasked Estep 
Score: -30715144.000000 Penalty: 6165.985352
	Iteration 65Q: 3 clusters Score -3.071514e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 247282 members 
Entering Unmasked Estep 
Score: -30715142.000000 Penalty: 6165.985352
	Iteration 66Q: 3 clusters Score -3.071514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 247297 members 
Entering Unmasked Estep 
Score: -30715126.000000 Penalty: 6165.985352
	Iteration 67Q: 3 clusters Score -3.071513e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 247313 members 
Entering Unmasked Estep 
Score: -30715146.000000 Penalty: 6165.985352
	Iteration 68Q: 3 clusters Score -3.071515e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 247328 members 
Entering Unmasked Estep 
Score: -30715156.000000 Penalty: 6165.985352
	Iteration 69Q: 3 clusters Score -3.071516e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 247351 members 
Entering Unmasked Estep 
Score: -30715134.000000 Penalty: 6165.985352
	Iteration 70Q: 3 clusters Score -3.071513e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 247365 members 
Entering Unmasked Estep 
Score: -30715126.000000 Penalty: 6165.985352
	Iteration 71Q: 3 clusters Score -3.071513e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 247381 members 
Entering Unmasked Estep 
Score: -30715134.000000 Penalty: 6165.985352
	Iteration 72Q: 3 clusters Score -3.071513e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 247393 members 
Entering Unmasked Estep 
Score: -30715124.000000 Penalty: 6165.985352
	Iteration 73Q: 3 clusters Score -3.071512e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 247410 members 
Entering Unmasked Estep 
Score: -30715132.000000 Penalty: 6165.985352
	Iteration 74Q: 3 clusters Score -3.071513e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 247427 members 
Entering Unmasked Estep 
Score: -30715152.000000 Penalty: 6165.985352
	Iteration 75Q: 3 clusters Score -3.071515e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 247446 members 
Entering Unmasked Estep 
Score: -30715146.000000 Penalty: 6165.985352
	Iteration 76Q: 3 clusters Score -3.071515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 247461 members 
Entering Unmasked Estep 
Score: -30715158.000000 Penalty: 6165.985352
	Iteration 77Q: 3 clusters Score -3.071516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 247470 members 
Entering Unmasked Estep 
Score: -30715154.000000 Penalty: 6165.985352
	Iteration 78Q: 3 clusters Score -3.071515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 247477 members 
Entering Unmasked Estep 
Score: -30715162.000000 Penalty: 6165.985352
	Iteration 79Q: 3 clusters Score -3.071516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 247484 members 
Entering Unmasked Estep 
Score: -30715134.000000 Penalty: 6165.985352
	Iteration 80F: 3 clusters Score -3.071513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 247494 members 
Entering Unmasked Estep 
Score: -30715146.000000 Penalty: 6165.985352
	Iteration 81Q: 3 clusters Score -3.071515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 247501 members 
Entering Unmasked Estep 
Score: -30715160.000000 Penalty: 6165.985352
	Iteration 82Q: 3 clusters Score -3.071516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 247506 members 
Entering Unmasked Estep 
Score: -30715130.000000 Penalty: 6165.985352
	Iteration 83Q: 3 clusters Score -3.071513e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 247514 members 
Entering Unmasked Estep 
Score: -30715146.000000 Penalty: 6165.985352
	Iteration 84Q: 3 clusters Score -3.071515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 247521 members 
Entering Unmasked Estep 
Score: -30715144.000000 Penalty: 6165.985352
	Iteration 85Q: 3 clusters Score -3.071514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 247528 members 
Entering Unmasked Estep 
Score: -30715148.000000 Penalty: 6165.985352
	Iteration 86Q: 3 clusters Score -3.071515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 247530 members 
Entering Unmasked Estep 
Score: -30715146.000000 Penalty: 6165.985352
	Iteration 87Q: 3 clusters Score -3.071515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 247534 members 
Entering Unmasked Estep 
Score: -30715150.000000 Penalty: 6165.985352
	Iteration 88Q: 3 clusters Score -3.071515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 247540 members 
Entering Unmasked Estep 
Score: -30715144.000000 Penalty: 6165.985352
	Iteration 89Q: 3 clusters Score -3.071514e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 247554 members 
Entering Unmasked Estep 
Score: -30715146.000000 Penalty: 6165.985352
	Iteration 90Q: 3 clusters Score -3.071515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 247569 members 
Entering Unmasked Estep 
Score: -30715122.000000 Penalty: 6165.985352
	Iteration 91Q: 3 clusters Score -3.071512e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 247584 members 
Entering Unmasked Estep 
Score: -30715142.000000 Penalty: 6165.985352
	Iteration 92Q: 3 clusters Score -3.071514e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 247602 members 
Entering Unmasked Estep 
Score: -30715128.000000 Penalty: 6165.985352
	Iteration 93Q: 3 clusters Score -3.071513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 247617 members 
Entering Unmasked Estep 
Score: -30715126.000000 Penalty: 6165.985352
	Iteration 94Q: 3 clusters Score -3.071513e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 247636 members 
Entering Unmasked Estep 
Score: -30715122.000000 Penalty: 6165.985352
	Iteration 95Q: 3 clusters Score -3.071512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 247643 members 
Entering Unmasked Estep 
Score: -30715134.000000 Penalty: 6165.985352
	Iteration 96Q: 3 clusters Score -3.071513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 247652 members 
Entering Unmasked Estep 
Score: -30715144.000000 Penalty: 6165.985352
	Iteration 97Q: 3 clusters Score -3.071514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 247657 members 
Entering Unmasked Estep 
Score: -30715162.000000 Penalty: 6165.985352
	Iteration 98Q: 3 clusters Score -3.071516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 247661 members 
Entering Unmasked Estep 
Score: -30715158.000000 Penalty: 6165.985352
	Iteration 99Q: 3 clusters Score -3.071516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 247664 members 
Entering Unmasked Estep 
Score: -30715144.000000 Penalty: 6165.985352
	Iteration 100F: 3 clusters Score -3.071514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 247667 members 
Entering Unmasked Estep 
Score: -30715140.000000 Penalty: 6165.985352
	Iteration 101Q: 3 clusters Score -3.071514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 247669 members 
Entering Unmasked Estep 
Score: -30715140.000000 Penalty: 6165.985352
	Iteration 102Q: 3 clusters Score -3.071514e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 247669 members 
Entering Unmasked Estep 
Score: -30715134.000000 Penalty: 6165.985352
	Iteration 103Q: 3 clusters Score -3.071513e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 247670 members 
Entering Unmasked Estep 
Score: -30715142.000000 Penalty: 6165.985352
	Iteration 104Q: 3 clusters Score -3.071514e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 247671 members 
Entering Unmasked Estep 
Score: -30715132.000000 Penalty: 6165.985352
	Iteration 105Q: 3 clusters Score -3.071513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 247671 members 
Entering Unmasked Estep 
Score: -30715132.000000 Penalty: 6165.985352
	Iteration 106F: 3 clusters Score -3.071513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -16806.335938 Penalty: 1270.743042
	Iteration 0F: 2 clusters Score -16806.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -15778.273438 Penalty: 2541.486084
	Iteration 0F: 3 clusters Score -15778.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -15845.172852 Penalty: 2541.486084
	Iteration 1Q: 3 clusters Score -15845.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -15862.479492 Penalty: 2541.486084
	Iteration 2Q: 3 clusters Score -15862.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15874.365234 Penalty: 2541.486084
	Iteration 3Q: 3 clusters Score -15874.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15874.365234 Penalty: 2541.486084
	Iteration 4F: 3 clusters Score -15874.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Entering Unmasked Estep 
Score: -923309.062500 Penalty: 2223.497803
	Iteration 0F: 2 clusters Score -923309.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -917010.562500 Penalty: 4446.995605
	Iteration 0F: 3 clusters Score -917010.6 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -918739.187500 Penalty: 4446.995605
	Iteration 1F: 3 clusters Score -918739.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -918981.187500 Penalty: 4446.995605
	Iteration 2F: 3 clusters Score -918981.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -919154.000000 Penalty: 4446.995605
	Iteration 3Q: 3 clusters Score -919154 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -919304.812500 Penalty: 4446.995605
	Iteration 4Q: 3 clusters Score -919304.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -919423.437500 Penalty: 4446.995605
	Iteration 5Q: 3 clusters Score -919423.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -919528.375000 Penalty: 4446.995605
	Iteration 6Q: 3 clusters Score -919528.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -919610.125000 Penalty: 4446.995605
	Iteration 7Q: 3 clusters Score -919610.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -919682.312500 Penalty: 4446.995605
	Iteration 8Q: 3 clusters Score -919682.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -919743.750000 Penalty: 4446.995605
	Iteration 9Q: 3 clusters Score -919743.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -919794.937500 Penalty: 4446.995605
	Iteration 10Q: 3 clusters Score -919794.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -919848.687500 Penalty: 4446.995605
	Iteration 11Q: 3 clusters Score -919848.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -919902.750000 Penalty: 4446.995605
	Iteration 12Q: 3 clusters Score -919902.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -919966.750000 Penalty: 4446.995605
	Iteration 13Q: 3 clusters Score -919966.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -920019.812500 Penalty: 4446.995605
	Iteration 14Q: 3 clusters Score -920019.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -920058.125000 Penalty: 4446.995605
	Iteration 15Q: 3 clusters Score -920058.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -920094.312500 Penalty: 4446.995605
	Iteration 16Q: 3 clusters Score -920094.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -920116.875000 Penalty: 4446.995605
	Iteration 17Q: 3 clusters Score -920116.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -920142.750000 Penalty: 4446.995605
	Iteration 18Q: 3 clusters Score -920142.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -920163.312500 Penalty: 4446.995605
	Iteration 19Q: 3 clusters Score -920163.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -920179.687500 Penalty: 4446.995605
	Iteration 20F: 3 clusters Score -920179.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -920207.500000 Penalty: 4446.995605
	Iteration 21Q: 3 clusters Score -920207.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -920233.250000 Penalty: 4446.995605
	Iteration 22Q: 3 clusters Score -920233.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -920260.187500 Penalty: 4446.995605
	Iteration 23Q: 3 clusters Score -920260.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -920282.812500 Penalty: 4446.995605
	Iteration 24Q: 3 clusters Score -920282.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -920307.187500 Penalty: 4446.995605
	Iteration 25Q: 3 clusters Score -920307.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -920331.812500 Penalty: 4446.995605
	Iteration 26Q: 3 clusters Score -920331.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -920364.812500 Penalty: 4446.995605
	Iteration 27Q: 3 clusters Score -920364.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -920403.562500 Penalty: 4446.995605
	Iteration 28Q: 3 clusters Score -920403.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -920443.562500 Penalty: 4446.995605
	Iteration 29Q: 3 clusters Score -920443.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -920486.000000 Penalty: 4446.995605
	Iteration 30Q: 3 clusters Score -920486 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -920534.875000 Penalty: 4446.995605
	Iteration 31Q: 3 clusters Score -920534.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -920591.750000 Penalty: 4446.995605
	Iteration 32Q: 3 clusters Score -920591.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -920650.625000 Penalty: 4446.995605
	Iteration 33Q: 3 clusters Score -920650.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -920705.500000 Penalty: 4446.995605
	Iteration 34Q: 3 clusters Score -920705.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -920766.812500 Penalty: 4446.995605
	Iteration 35Q: 3 clusters Score -920766.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -920825.750000 Penalty: 4446.995605
	Iteration 36Q: 3 clusters Score -920825.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -920885.000000 Penalty: 4446.995605
	Iteration 37Q: 3 clusters Score -920885 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -920940.625000 Penalty: 4446.995605
	Iteration 38Q: 3 clusters Score -920940.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -920993.000000 Penalty: 4446.995605
	Iteration 39Q: 3 clusters Score -920993 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -921030.750000 Penalty: 4446.995605
	Iteration 40F: 3 clusters Score -921030.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -921066.000000 Penalty: 4446.995605
	Iteration 41Q: 3 clusters Score -921066 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -921093.437500 Penalty: 4446.995605
	Iteration 42Q: 3 clusters Score -921093.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -921118.437500 Penalty: 4446.995605
	Iteration 43Q: 3 clusters Score -921118.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -921150.062500 Penalty: 4446.995605
	Iteration 44Q: 3 clusters Score -921150.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -921184.437500 Penalty: 4446.995605
	Iteration 45Q: 3 clusters Score -921184.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -921217.687500 Penalty: 4446.995605
	Iteration 46Q: 3 clusters Score -921217.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -921230.125000 Penalty: 4446.995605
	Iteration 47Q: 3 clusters Score -921230.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -921248.250000 Penalty: 4446.995605
	Iteration 48Q: 3 clusters Score -921248.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -921267.687500 Penalty: 4446.995605
	Iteration 49Q: 3 clusters Score -921267.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -921282.937500 Penalty: 4446.995605
	Iteration 50Q: 3 clusters Score -921282.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -921296.562500 Penalty: 4446.995605
	Iteration 51Q: 3 clusters Score -921296.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -921309.437500 Penalty: 4446.995605
	Iteration 52Q: 3 clusters Score -921309.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -921319.125000 Penalty: 4446.995605
	Iteration 53Q: 3 clusters Score -921319.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -921327.625000 Penalty: 4446.995605
	Iteration 54Q: 3 clusters Score -921327.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -921330.500000 Penalty: 4446.995605
	Iteration 55Q: 3 clusters Score -921330.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -921334.687500 Penalty: 4446.995605
	Iteration 56Q: 3 clusters Score -921334.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -921339.312500 Penalty: 4446.995605
	Iteration 57Q: 3 clusters Score -921339.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -921343.562500 Penalty: 4446.995605
	Iteration 58Q: 3 clusters Score -921343.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -921348.625000 Penalty: 4446.995605
	Iteration 59Q: 3 clusters Score -921348.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -921352.312500 Penalty: 4446.995605
	Iteration 60F: 3 clusters Score -921352.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -921357.500000 Penalty: 4446.995605
	Iteration 61Q: 3 clusters Score -921357.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -921358.500000 Penalty: 4446.995605
	Iteration 62Q: 3 clusters Score -921358.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -921360.687500 Penalty: 4446.995605
	Iteration 63Q: 3 clusters Score -921360.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -921360.687500 Penalty: 4446.995605
	Iteration 64F: 3 clusters Score -921360.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Entering Unmasked Estep 
Score: -271369.125000 Penalty: 1920.545898
	Iteration 0F: 2 clusters Score -271369.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -268568.468750 Penalty: 3841.091797
	Iteration 0F: 3 clusters Score -268568.5 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -269093.937500 Penalty: 3841.091797
	Iteration 1F: 3 clusters Score -269093.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -269254.250000 Penalty: 3841.091797
	Iteration 2F: 3 clusters Score -269254.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -269350.781250 Penalty: 3841.091797
	Iteration 3Q: 3 clusters Score -269350.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -269408.250000 Penalty: 3841.091797
	Iteration 4Q: 3 clusters Score -269408.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -269443.906250 Penalty: 3841.091797
	Iteration 5Q: 3 clusters Score -269443.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -269471.531250 Penalty: 3841.091797
	Iteration 6Q: 3 clusters Score -269471.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -269493.375000 Penalty: 3841.091797
	Iteration 7Q: 3 clusters Score -269493.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -269507.968750 Penalty: 3841.091797
	Iteration 8Q: 3 clusters Score -269508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -269517.812500 Penalty: 3841.091797
	Iteration 9Q: 3 clusters Score -269517.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -269530.218750 Penalty: 3841.091797
	Iteration 10Q: 3 clusters Score -269530.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -269542.593750 Penalty: 3841.091797
	Iteration 11Q: 3 clusters Score -269542.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -269554.968750 Penalty: 3841.091797
	Iteration 12Q: 3 clusters Score -269555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -269562.093750 Penalty: 3841.091797
	Iteration 13Q: 3 clusters Score -269562.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -269566.562500 Penalty: 3841.091797
	Iteration 14Q: 3 clusters Score -269566.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -269570.937500 Penalty: 3841.091797
	Iteration 15Q: 3 clusters Score -269570.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -269576.625000 Penalty: 3841.091797
	Iteration 16Q: 3 clusters Score -269576.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -269578.718750 Penalty: 3841.091797
	Iteration 17Q: 3 clusters Score -269578.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -269579.281250 Penalty: 3841.091797
	Iteration 18Q: 3 clusters Score -269579.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -269579.281250 Penalty: 3841.091797
	Iteration 19F: 3 clusters Score -269579.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Entering Unmasked Estep 
Score: -233854.000000 Penalty: 1874.641479
	Iteration 0F: 2 clusters Score -233854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -231284.781250 Penalty: 3749.282959
	Iteration 0F: 3 clusters Score -231284.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -231830.718750 Penalty: 3749.282959
	Iteration 1F: 3 clusters Score -231830.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -232134.718750 Penalty: 3749.282959
	Iteration 2F: 3 clusters Score -232134.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -232612.937500 Penalty: 3749.282959
	Iteration 3F: 3 clusters Score -232612.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -233067.359375 Penalty: 3749.282959
	Iteration 4F: 3 clusters Score -233067.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -233384.875000 Penalty: 3749.282959
	Iteration 5F: 3 clusters Score -233384.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -233568.687500 Penalty: 3749.282959
	Iteration 6F: 3 clusters Score -233568.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -233638.828125 Penalty: 3749.282959
	Iteration 7Q: 3 clusters Score -233638.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -233682.500000 Penalty: 3749.282959
	Iteration 8Q: 3 clusters Score -233682.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -233716.234375 Penalty: 3749.282959
	Iteration 9Q: 3 clusters Score -233716.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -233732.781250 Penalty: 3749.282959
	Iteration 10Q: 3 clusters Score -233732.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -233740.562500 Penalty: 3749.282959
	Iteration 11Q: 3 clusters Score -233740.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -233741.078125 Penalty: 3749.282959
	Iteration 12Q: 3 clusters Score -233741.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -233741.078125 Penalty: 3749.282959
	Iteration 13F: 3 clusters Score -233741.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Entering Unmasked Estep 
Score: -300546.437500 Penalty: 1948.846924
	Iteration 0F: 2 clusters Score -300546.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -297558.656250 Penalty: 3897.693848
	Iteration 0F: 3 clusters Score -297558.7 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -298244.156250 Penalty: 3897.693848
	Iteration 1F: 3 clusters Score -298244.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -298446.656250 Penalty: 3897.693848
	Iteration 2F: 3 clusters Score -298446.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -298576.250000 Penalty: 3897.693848
	Iteration 3F: 3 clusters Score -298576.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -298686.968750 Penalty: 3897.693848
	Iteration 4Q: 3 clusters Score -298687 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -298780.343750 Penalty: 3897.693848
	Iteration 5Q: 3 clusters Score -298780.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -298841.062500 Penalty: 3897.693848
	Iteration 6Q: 3 clusters Score -298841.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -298886.000000 Penalty: 3897.693848
	Iteration 7Q: 3 clusters Score -298886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -298919.968750 Penalty: 3897.693848
	Iteration 8Q: 3 clusters Score -298920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -298949.875000 Penalty: 3897.693848
	Iteration 9Q: 3 clusters Score -298949.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -298980.750000 Penalty: 3897.693848
	Iteration 10Q: 3 clusters Score -298980.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -299007.031250 Penalty: 3897.693848
	Iteration 11Q: 3 clusters Score -299007 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -299045.656250 Penalty: 3897.693848
	Iteration 12Q: 3 clusters Score -299045.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -299068.625000 Penalty: 3897.693848
	Iteration 13Q: 3 clusters Score -299068.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -299087.843750 Penalty: 3897.693848
	Iteration 14Q: 3 clusters Score -299087.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -299096.687500 Penalty: 3897.693848
	Iteration 15Q: 3 clusters Score -299096.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -299105.656250 Penalty: 3897.693848
	Iteration 16Q: 3 clusters Score -299105.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -299117.968750 Penalty: 3897.693848
	Iteration 17Q: 3 clusters Score -299118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -299126.906250 Penalty: 3897.693848
	Iteration 18Q: 3 clusters Score -299126.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -299132.843750 Penalty: 3897.693848
	Iteration 19Q: 3 clusters Score -299132.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -299136.187500 Penalty: 3897.693848
	Iteration 20F: 3 clusters Score -299136.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -299142.937500 Penalty: 3897.693848
	Iteration 21Q: 3 clusters Score -299142.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -299147.312500 Penalty: 3897.693848
	Iteration 22Q: 3 clusters Score -299147.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -299152.000000 Penalty: 3897.693848
	Iteration 23Q: 3 clusters Score -299152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -299155.250000 Penalty: 3897.693848
	Iteration 24Q: 3 clusters Score -299155.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -299158.156250 Penalty: 3897.693848
	Iteration 25Q: 3 clusters Score -299158.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -299159.750000 Penalty: 3897.693848
	Iteration 26Q: 3 clusters Score -299159.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -299161.531250 Penalty: 3897.693848
	Iteration 27Q: 3 clusters Score -299161.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -299162.625000 Penalty: 3897.693848
	Iteration 28Q: 3 clusters Score -299162.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -299164.125000 Penalty: 3897.693848
	Iteration 29Q: 3 clusters Score -299164.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -299164.406250 Penalty: 3897.693848
	Iteration 30Q: 3 clusters Score -299164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -299165.906250 Penalty: 3897.693848
	Iteration 31Q: 3 clusters Score -299165.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -299168.343750 Penalty: 3897.693848
	Iteration 32Q: 3 clusters Score -299168.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -299171.468750 Penalty: 3897.693848
	Iteration 33Q: 3 clusters Score -299171.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -299174.968750 Penalty: 3897.693848
	Iteration 34Q: 3 clusters Score -299175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -299177.156250 Penalty: 3897.693848
	Iteration 35Q: 3 clusters Score -299177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -299178.500000 Penalty: 3897.693848
	Iteration 36Q: 3 clusters Score -299178.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -299181.343750 Penalty: 3897.693848
	Iteration 37Q: 3 clusters Score -299181.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -299183.437500 Penalty: 3897.693848
	Iteration 38Q: 3 clusters Score -299183.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -299189.281250 Penalty: 3897.693848
	Iteration 39Q: 3 clusters Score -299189.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -299191.750000 Penalty: 3897.693848
	Iteration 40F: 3 clusters Score -299191.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -299193.593750 Penalty: 3897.693848
	Iteration 41Q: 3 clusters Score -299193.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -299195.281250 Penalty: 3897.693848
	Iteration 42Q: 3 clusters Score -299195.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -299195.906250 Penalty: 3897.693848
	Iteration 43Q: 3 clusters Score -299195.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -299196.343750 Penalty: 3897.693848
	Iteration 44Q: 3 clusters Score -299196.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -299196.343750 Penalty: 3897.693848
	Iteration 45F: 3 clusters Score -299196.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Entering Unmasked Estep 
Score: -670988.125000 Penalty: 2145.454102
	Iteration 0F: 2 clusters Score -670988.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -665987.875000 Penalty: 4290.908203
	Iteration 0F: 3 clusters Score -665987.9 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -667160.937500 Penalty: 4290.908203
	Iteration 1F: 3 clusters Score -667160.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -667423.000000 Penalty: 4290.908203
	Iteration 2F: 3 clusters Score -667423 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -667649.250000 Penalty: 4290.908203
	Iteration 3F: 3 clusters Score -667649.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -667884.250000 Penalty: 4290.908203
	Iteration 4F: 3 clusters Score -667884.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -668119.625000 Penalty: 4290.908203
	Iteration 5F: 3 clusters Score -668119.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -668371.437500 Penalty: 4290.908203
	Iteration 6F: 3 clusters Score -668371.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -668593.625000 Penalty: 4290.908203
	Iteration 7Q: 3 clusters Score -668593.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -668804.750000 Penalty: 4290.908203
	Iteration 8Q: 3 clusters Score -668804.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -668998.125000 Penalty: 4290.908203
	Iteration 9Q: 3 clusters Score -668998.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -669145.562500 Penalty: 4290.908203
	Iteration 10Q: 3 clusters Score -669145.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -669248.125000 Penalty: 4290.908203
	Iteration 11Q: 3 clusters Score -669248.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -669315.875000 Penalty: 4290.908203
	Iteration 12Q: 3 clusters Score -669315.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -669354.562500 Penalty: 4290.908203
	Iteration 13Q: 3 clusters Score -669354.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -669384.375000 Penalty: 4290.908203
	Iteration 14Q: 3 clusters Score -669384.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -669407.500000 Penalty: 4290.908203
	Iteration 15Q: 3 clusters Score -669407.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -669423.875000 Penalty: 4290.908203
	Iteration 16Q: 3 clusters Score -669423.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -669443.125000 Penalty: 4290.908203
	Iteration 17Q: 3 clusters Score -669443.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -669465.750000 Penalty: 4290.908203
	Iteration 18Q: 3 clusters Score -669465.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -669487.500000 Penalty: 4290.908203
	Iteration 19Q: 3 clusters Score -669487.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -669501.875000 Penalty: 4290.908203
	Iteration 20F: 3 clusters Score -669501.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -669513.937500 Penalty: 4290.908203
	Iteration 21Q: 3 clusters Score -669513.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -669522.000000 Penalty: 4290.908203
	Iteration 22Q: 3 clusters Score -669522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -669529.125000 Penalty: 4290.908203
	Iteration 23Q: 3 clusters Score -669529.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -669534.062500 Penalty: 4290.908203
	Iteration 24Q: 3 clusters Score -669534.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -669536.187500 Penalty: 4290.908203
	Iteration 25Q: 3 clusters Score -669536.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -669539.500000 Penalty: 4290.908203
	Iteration 26Q: 3 clusters Score -669539.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -669542.750000 Penalty: 4290.908203
	Iteration 27Q: 3 clusters Score -669542.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -669546.312500 Penalty: 4290.908203
	Iteration 28Q: 3 clusters Score -669546.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -669548.000000 Penalty: 4290.908203
	Iteration 29Q: 3 clusters Score -669548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -669551.125000 Penalty: 4290.908203
	Iteration 30Q: 3 clusters Score -669551.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -669553.125000 Penalty: 4290.908203
	Iteration 31Q: 3 clusters Score -669553.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -669553.437500 Penalty: 4290.908203
	Iteration 32Q: 3 clusters Score -669553.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -669553.437500 Penalty: 4290.908203
	Iteration 33Q: 3 clusters Score -669553.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -669555.562500 Penalty: 4290.908203
	Iteration 34Q: 3 clusters Score -669555.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -669558.812500 Penalty: 4290.908203
	Iteration 35Q: 3 clusters Score -669558.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -669559.937500 Penalty: 4290.908203
	Iteration 36Q: 3 clusters Score -669559.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -669562.750000 Penalty: 4290.908203
	Iteration 37Q: 3 clusters Score -669562.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -669563.375000 Penalty: 4290.908203
	Iteration 38Q: 3 clusters Score -669563.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -669566.000000 Penalty: 4290.908203
	Iteration 39Q: 3 clusters Score -669566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -669566.000000 Penalty: 4290.908203
	Iteration 40F: 3 clusters Score -669566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (35387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Entering Unmasked Estep 
Score: -4222527.500000 Penalty: 2597.576904
	Iteration 0F: 2 clusters Score -4222528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -4198306.500000 Penalty: 5195.153809
	Iteration 0F: 3 clusters Score -4198306 nChanged 16170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -4207134.000000 Penalty: 5195.153809
	Iteration 1F: 3 clusters Score -4207134 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -4207875.500000 Penalty: 5195.153809
	Iteration 2Q: 3 clusters Score -4207876 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -4208694.000000 Penalty: 5195.153809
	Iteration 3F: 3 clusters Score -4208694 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -4209717.000000 Penalty: 5195.153809
	Iteration 4F: 3 clusters Score -4209717 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -4211035.000000 Penalty: 5195.153809
	Iteration 5F: 3 clusters Score -4211035 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -4212825.000000 Penalty: 5195.153809
	Iteration 6F: 3 clusters Score -4212825 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -4214961.000000 Penalty: 5195.153809
	Iteration 7F: 3 clusters Score -4214961 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -4216887.500000 Penalty: 5195.153809
	Iteration 8F: 3 clusters Score -4216888 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -4218325.500000 Penalty: 5195.153809
	Iteration 9Q: 3 clusters Score -4218326 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -4219362.500000 Penalty: 5195.153809
	Iteration 10Q: 3 clusters Score -4219362 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -4220119.500000 Penalty: 5195.153809
	Iteration 11Q: 3 clusters Score -4220120 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -4220570.000000 Penalty: 5195.153809
	Iteration 12Q: 3 clusters Score -4220570 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -4220847.000000 Penalty: 5195.153809
	Iteration 13Q: 3 clusters Score -4220847 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -4221021.000000 Penalty: 5195.153809
	Iteration 14Q: 3 clusters Score -4221021 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -4221151.500000 Penalty: 5195.153809
	Iteration 15Q: 3 clusters Score -4221152 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -4221270.000000 Penalty: 5195.153809
	Iteration 16Q: 3 clusters Score -4221270 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -4221375.500000 Penalty: 5195.153809
	Iteration 17Q: 3 clusters Score -4221376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -4221440.000000 Penalty: 5195.153809
	Iteration 18Q: 3 clusters Score -4221440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -4221483.000000 Penalty: 5195.153809
	Iteration 19Q: 3 clusters Score -4221483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -4221501.000000 Penalty: 5195.153809
	Iteration 20F: 3 clusters Score -4221501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -4221520.500000 Penalty: 5195.153809
	Iteration 21Q: 3 clusters Score -4221520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -4221540.000000 Penalty: 5195.153809
	Iteration 22Q: 3 clusters Score -4221540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -4221551.000000 Penalty: 5195.153809
	Iteration 23Q: 3 clusters Score -4221551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -4221550.500000 Penalty: 5195.153809
	Iteration 24Q: 3 clusters Score -4221550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -4221550.500000 Penalty: 5195.153809
	Iteration 25Q: 3 clusters Score -4221550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -4221557.500000 Penalty: 5195.153809
	Iteration 26Q: 3 clusters Score -4221558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -4221558.000000 Penalty: 5195.153809
	Iteration 27Q: 3 clusters Score -4221558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -4221560.500000 Penalty: 5195.153809
	Iteration 28Q: 3 clusters Score -4221560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -4221562.000000 Penalty: 5195.153809
	Iteration 29Q: 3 clusters Score -4221562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -4221562.000000 Penalty: 5195.153809
	Iteration 30Q: 3 clusters Score -4221562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -4221564.500000 Penalty: 5195.153809
	Iteration 31Q: 3 clusters Score -4221564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -4221564.500000 Penalty: 5195.153809
	Iteration 32F: 3 clusters Score -4221564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Entering Unmasked Estep 
Score: -1255771.625000 Penalty: 2288.247314
	Iteration 0F: 2 clusters Score -1255772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1247949.000000 Penalty: 4576.494629
	Iteration 0F: 3 clusters Score -1247949 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1250235.125000 Penalty: 4576.494629
	Iteration 1F: 3 clusters Score -1250235 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1250584.625000 Penalty: 4576.494629
	Iteration 2F: 3 clusters Score -1250585 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1250852.875000 Penalty: 4576.494629
	Iteration 3F: 3 clusters Score -1250853 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1251079.500000 Penalty: 4576.494629
	Iteration 4Q: 3 clusters Score -1251080 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1251334.625000 Penalty: 4576.494629
	Iteration 5Q: 3 clusters Score -1251335 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1251609.125000 Penalty: 4576.494629
	Iteration 6Q: 3 clusters Score -1251609 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1251894.000000 Penalty: 4576.494629
	Iteration 7Q: 3 clusters Score -1251894 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1252218.125000 Penalty: 4576.494629
	Iteration 8Q: 3 clusters Score -1252218 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1252534.125000 Penalty: 4576.494629
	Iteration 9Q: 3 clusters Score -1252534 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1252835.000000 Penalty: 4576.494629
	Iteration 10Q: 3 clusters Score -1252835 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1253127.750000 Penalty: 4576.494629
	Iteration 11Q: 3 clusters Score -1253128 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1253338.250000 Penalty: 4576.494629
	Iteration 12Q: 3 clusters Score -1253338 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1253485.125000 Penalty: 4576.494629
	Iteration 13Q: 3 clusters Score -1253485 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1253572.375000 Penalty: 4576.494629
	Iteration 14Q: 3 clusters Score -1253572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1253623.875000 Penalty: 4576.494629
	Iteration 15Q: 3 clusters Score -1253624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1253662.500000 Penalty: 4576.494629
	Iteration 16Q: 3 clusters Score -1253662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1253685.625000 Penalty: 4576.494629
	Iteration 17Q: 3 clusters Score -1253686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1253699.875000 Penalty: 4576.494629
	Iteration 18Q: 3 clusters Score -1253700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1253713.500000 Penalty: 4576.494629
	Iteration 19Q: 3 clusters Score -1253714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1253717.750000 Penalty: 4576.494629
	Iteration 20F: 3 clusters Score -1253718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1253724.750000 Penalty: 4576.494629
	Iteration 21Q: 3 clusters Score -1253725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1253730.250000 Penalty: 4576.494629
	Iteration 22Q: 3 clusters Score -1253730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1253737.375000 Penalty: 4576.494629
	Iteration 23Q: 3 clusters Score -1253737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1253743.500000 Penalty: 4576.494629
	Iteration 24Q: 3 clusters Score -1253744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1253750.000000 Penalty: 4576.494629
	Iteration 25Q: 3 clusters Score -1253750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1253756.375000 Penalty: 4576.494629
	Iteration 26Q: 3 clusters Score -1253756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1253760.000000 Penalty: 4576.494629
	Iteration 27Q: 3 clusters Score -1253760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1253762.375000 Penalty: 4576.494629
	Iteration 28Q: 3 clusters Score -1253762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1253760.125000 Penalty: 4576.494629
	Iteration 29Q: 3 clusters Score -1253760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1253760.125000 Penalty: 4576.494629
	Iteration 30F: 3 clusters Score -1253760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Entering Unmasked Estep 
Score: -1483587.250000 Penalty: 2326.908691
	Iteration 0F: 2 clusters Score -1483587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1474699.625000 Penalty: 4653.817383
	Iteration 0F: 3 clusters Score -1474700 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1477339.000000 Penalty: 4653.817383
	Iteration 1F: 3 clusters Score -1477339 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1477613.750000 Penalty: 4653.817383
	Iteration 2F: 3 clusters Score -1477614 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1477830.500000 Penalty: 4653.817383
	Iteration 3Q: 3 clusters Score -1477830 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1478025.500000 Penalty: 4653.817383
	Iteration 4Q: 3 clusters Score -1478026 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1478214.500000 Penalty: 4653.817383
	Iteration 5Q: 3 clusters Score -1478214 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1478424.750000 Penalty: 4653.817383
	Iteration 6Q: 3 clusters Score -1478425 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1478691.000000 Penalty: 4653.817383
	Iteration 7Q: 3 clusters Score -1478691 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1479030.125000 Penalty: 4653.817383
	Iteration 8Q: 3 clusters Score -1479030 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1479438.750000 Penalty: 4653.817383
	Iteration 9F: 3 clusters Score -1479439 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1479893.000000 Penalty: 4653.817383
	Iteration 10F: 3 clusters Score -1479893 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1480361.375000 Penalty: 4653.817383
	Iteration 11Q: 3 clusters Score -1480361 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1480756.250000 Penalty: 4653.817383
	Iteration 12Q: 3 clusters Score -1480756 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1481048.375000 Penalty: 4653.817383
	Iteration 13Q: 3 clusters Score -1481048 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1481253.625000 Penalty: 4653.817383
	Iteration 14Q: 3 clusters Score -1481254 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1481400.500000 Penalty: 4653.817383
	Iteration 15Q: 3 clusters Score -1481400 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1481497.500000 Penalty: 4653.817383
	Iteration 16Q: 3 clusters Score -1481498 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1481564.000000 Penalty: 4653.817383
	Iteration 17Q: 3 clusters Score -1481564 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1481609.500000 Penalty: 4653.817383
	Iteration 18Q: 3 clusters Score -1481610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1481640.625000 Penalty: 4653.817383
	Iteration 19Q: 3 clusters Score -1481641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1481654.875000 Penalty: 4653.817383
	Iteration 20F: 3 clusters Score -1481655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1481666.000000 Penalty: 4653.817383
	Iteration 21Q: 3 clusters Score -1481666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1481672.250000 Penalty: 4653.817383
	Iteration 22Q: 3 clusters Score -1481672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1481676.250000 Penalty: 4653.817383
	Iteration 23Q: 3 clusters Score -1481676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1481685.500000 Penalty: 4653.817383
	Iteration 24Q: 3 clusters Score -1481686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1481694.875000 Penalty: 4653.817383
	Iteration 25Q: 3 clusters Score -1481695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1481699.250000 Penalty: 4653.817383
	Iteration 26Q: 3 clusters Score -1481699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1481702.750000 Penalty: 4653.817383
	Iteration 27Q: 3 clusters Score -1481703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1481706.000000 Penalty: 4653.817383
	Iteration 28Q: 3 clusters Score -1481706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1481707.875000 Penalty: 4653.817383
	Iteration 29Q: 3 clusters Score -1481708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1481708.750000 Penalty: 4653.817383
	Iteration 30Q: 3 clusters Score -1481709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1481708.000000 Penalty: 4653.817383
	Iteration 31Q: 3 clusters Score -1481708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1481708.000000 Penalty: 4653.817383
	Iteration 32F: 3 clusters Score -1481708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Entering Unmasked Estep 
Score: -892765.562500 Penalty: 2237.505859
	Iteration 0F: 2 clusters Score -892765.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -886210.062500 Penalty: 4475.011719
	Iteration 0F: 3 clusters Score -886210.1 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -888178.750000 Penalty: 4475.011719
	Iteration 1F: 3 clusters Score -888178.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -888555.125000 Penalty: 4475.011719
	Iteration 2F: 3 clusters Score -888555.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -888886.375000 Penalty: 4475.011719
	Iteration 3F: 3 clusters Score -888886.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -889236.437500 Penalty: 4475.011719
	Iteration 4F: 3 clusters Score -889236.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -889603.000000 Penalty: 4475.011719
	Iteration 5F: 3 clusters Score -889603 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -889932.500000 Penalty: 4475.011719
	Iteration 6F: 3 clusters Score -889932.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -890184.187500 Penalty: 4475.011719
	Iteration 7Q: 3 clusters Score -890184.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -890441.312500 Penalty: 4475.011719
	Iteration 8Q: 3 clusters Score -890441.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -890668.562500 Penalty: 4475.011719
	Iteration 9Q: 3 clusters Score -890668.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -890863.750000 Penalty: 4475.011719
	Iteration 10Q: 3 clusters Score -890863.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -891043.375000 Penalty: 4475.011719
	Iteration 11Q: 3 clusters Score -891043.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -891176.375000 Penalty: 4475.011719
	Iteration 12Q: 3 clusters Score -891176.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -891294.750000 Penalty: 4475.011719
	Iteration 13Q: 3 clusters Score -891294.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -891426.875000 Penalty: 4475.011719
	Iteration 14Q: 3 clusters Score -891426.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -891555.750000 Penalty: 4475.011719
	Iteration 15Q: 3 clusters Score -891555.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -891681.437500 Penalty: 4475.011719
	Iteration 16Q: 3 clusters Score -891681.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -891787.187500 Penalty: 4475.011719
	Iteration 17Q: 3 clusters Score -891787.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -891881.812500 Penalty: 4475.011719
	Iteration 18Q: 3 clusters Score -891881.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -891955.125000 Penalty: 4475.011719
	Iteration 19Q: 3 clusters Score -891955.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -892024.937500 Penalty: 4475.011719
	Iteration 20F: 3 clusters Score -892024.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -892087.812500 Penalty: 4475.011719
	Iteration 21Q: 3 clusters Score -892087.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -892127.187500 Penalty: 4475.011719
	Iteration 22Q: 3 clusters Score -892127.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -892163.437500 Penalty: 4475.011719
	Iteration 23Q: 3 clusters Score -892163.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -892201.250000 Penalty: 4475.011719
	Iteration 24Q: 3 clusters Score -892201.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -892239.187500 Penalty: 4475.011719
	Iteration 25Q: 3 clusters Score -892239.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -892281.937500 Penalty: 4475.011719
	Iteration 26Q: 3 clusters Score -892281.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -892318.062500 Penalty: 4475.011719
	Iteration 27Q: 3 clusters Score -892318.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -892348.062500 Penalty: 4475.011719
	Iteration 28Q: 3 clusters Score -892348.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -892374.312500 Penalty: 4475.011719
	Iteration 29Q: 3 clusters Score -892374.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -892400.250000 Penalty: 4475.011719
	Iteration 30Q: 3 clusters Score -892400.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -892423.500000 Penalty: 4475.011719
	Iteration 31Q: 3 clusters Score -892423.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -892452.125000 Penalty: 4475.011719
	Iteration 32Q: 3 clusters Score -892452.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -892481.187500 Penalty: 4475.011719
	Iteration 33Q: 3 clusters Score -892481.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -892515.437500 Penalty: 4475.011719
	Iteration 34Q: 3 clusters Score -892515.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -892554.750000 Penalty: 4475.011719
	Iteration 35Q: 3 clusters Score -892554.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -892596.437500 Penalty: 4475.011719
	Iteration 36Q: 3 clusters Score -892596.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -892633.625000 Penalty: 4475.011719
	Iteration 37Q: 3 clusters Score -892633.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -892667.000000 Penalty: 4475.011719
	Iteration 38Q: 3 clusters Score -892667 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -892694.062500 Penalty: 4475.011719
	Iteration 39Q: 3 clusters Score -892694.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -892717.812500 Penalty: 4475.011719
	Iteration 40F: 3 clusters Score -892717.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -892735.250000 Penalty: 4475.011719
	Iteration 41Q: 3 clusters Score -892735.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -892749.312500 Penalty: 4475.011719
	Iteration 42Q: 3 clusters Score -892749.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -892758.375000 Penalty: 4475.011719
	Iteration 43Q: 3 clusters Score -892758.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -892763.875000 Penalty: 4475.011719
	Iteration 44Q: 3 clusters Score -892763.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -892772.125000 Penalty: 4475.011719
	Iteration 45Q: 3 clusters Score -892772.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -892779.187500 Penalty: 4475.011719
	Iteration 46Q: 3 clusters Score -892779.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -892785.750000 Penalty: 4475.011719
	Iteration 47Q: 3 clusters Score -892785.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -892791.062500 Penalty: 4475.011719
	Iteration 48Q: 3 clusters Score -892791.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -892793.625000 Penalty: 4475.011719
	Iteration 49Q: 3 clusters Score -892793.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -892795.125000 Penalty: 4475.011719
	Iteration 50Q: 3 clusters Score -892795.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -892797.437500 Penalty: 4475.011719
	Iteration 51Q: 3 clusters Score -892797.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -892797.250000 Penalty: 4475.011719
	Iteration 52Q: 3 clusters Score -892797.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -892797.937500 Penalty: 4475.011719
	Iteration 53Q: 3 clusters Score -892797.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -892797.500000 Penalty: 4475.011719
	Iteration 54Q: 3 clusters Score -892797.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -892797.937500 Penalty: 4475.011719
	Iteration 55Q: 3 clusters Score -892797.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -892799.000000 Penalty: 4475.011719
	Iteration 56Q: 3 clusters Score -892799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -892799.000000 Penalty: 4475.011719
	Iteration 57F: 3 clusters Score -892799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 264020 members 
Mstep: Class 2 contains 417 members 
Mstep: Class 3 contains 60896 members 
Mstep: Class 4 contains 17723 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181288 members 
Mstep: Class 7 contains 25887 members 
Mstep: Class 8 contains 7863 members 
Mstep: Class 9 contains 4536 members 
Mstep: Class 10 contains 3946 members 
Mstep: Class 11 contains 58716 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 70407 members 
Mstep: Class 14 contains 11984 members 
Mstep: Class 15 contains 8992 members 
Mstep: Class 16 contains 65760 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 250552 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7830 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 5716 members 
Mstep: Class 25 contains 35387 members 
Mstep: Class 26 contains 10166 members 
Mstep: Class 27 contains 11881 members 
Mstep: Class 28 contains 1471 members 
Mstep: Class 29 contains 40302 members 
Mstep: Class 30 contains 12207 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27645 members 
Mstep: Class 33 contains 2117 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 23467 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6130 members 
Mstep: Class 38 contains 6490 members 
Mstep: Class 39 contains 661 members 
Mstep: Class 40 contains 6814 members 
Entering Unmasked Estep 
Score: -148053856.000000 Penalty: 139228.203125
Splitting cluster 28 changes total score from -148053664.000000 to -148053856.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 29 (40302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Entering Unmasked Estep 
Score: -4683282.500000 Penalty: 2629.830811
	Iteration 0F: 2 clusters Score -4683282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -4655955.000000 Penalty: 5259.661621
	Iteration 0F: 3 clusters Score -4655955 nChanged 18600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -4666220.000000 Penalty: 5259.661621
	Iteration 1F: 3 clusters Score -4666220 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -4666836.500000 Penalty: 5259.661621
	Iteration 2Q: 3 clusters Score -4666836 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -4667525.500000 Penalty: 5259.661621
	Iteration 3Q: 3 clusters Score -4667526 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -4668271.000000 Penalty: 5259.661621
	Iteration 4Q: 3 clusters Score -4668271 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -4669159.000000 Penalty: 5259.661621
	Iteration 5Q: 3 clusters Score -4669159 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -4670142.000000 Penalty: 5259.661621
	Iteration 6Q: 3 clusters Score -4670142 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -4671331.500000 Penalty: 5259.661621
	Iteration 7F: 3 clusters Score -4671332 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -4672590.500000 Penalty: 5259.661621
	Iteration 8F: 3 clusters Score -4672590 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -4673810.000000 Penalty: 5259.661621
	Iteration 9Q: 3 clusters Score -4673810 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -4674959.500000 Penalty: 5259.661621
	Iteration 10Q: 3 clusters Score -4674960 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -4676049.000000 Penalty: 5259.661621
	Iteration 11Q: 3 clusters Score -4676049 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -4676890.000000 Penalty: 5259.661621
	Iteration 12Q: 3 clusters Score -4676890 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -4677550.000000 Penalty: 5259.661621
	Iteration 13Q: 3 clusters Score -4677550 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -4678076.500000 Penalty: 5259.661621
	Iteration 14Q: 3 clusters Score -4678076 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -4678520.500000 Penalty: 5259.661621
	Iteration 15Q: 3 clusters Score -4678520 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -4678880.500000 Penalty: 5259.661621
	Iteration 16Q: 3 clusters Score -4678880 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -4679204.500000 Penalty: 5259.661621
	Iteration 17Q: 3 clusters Score -4679204 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -4679464.000000 Penalty: 5259.661621
	Iteration 18Q: 3 clusters Score -4679464 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -4679711.500000 Penalty: 5259.661621
	Iteration 19Q: 3 clusters Score -4679712 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4679958.500000 Penalty: 5259.661621
	Iteration 20F: 3 clusters Score -4679958 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -4680127.500000 Penalty: 5259.661621
	Iteration 21Q: 3 clusters Score -4680128 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -4680289.000000 Penalty: 5259.661621
	Iteration 22Q: 3 clusters Score -4680289 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -4680395.500000 Penalty: 5259.661621
	Iteration 23Q: 3 clusters Score -4680396 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -4680480.000000 Penalty: 5259.661621
	Iteration 24Q: 3 clusters Score -4680480 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4680569.500000 Penalty: 5259.661621
	Iteration 25Q: 3 clusters Score -4680570 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -4680632.500000 Penalty: 5259.661621
	Iteration 26Q: 3 clusters Score -4680632 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4680682.000000 Penalty: 5259.661621
	Iteration 27Q: 3 clusters Score -4680682 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -4680729.000000 Penalty: 5259.661621
	Iteration 28Q: 3 clusters Score -4680729 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4680785.500000 Penalty: 5259.661621
	Iteration 29Q: 3 clusters Score -4680786 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4680836.500000 Penalty: 5259.661621
	Iteration 30Q: 3 clusters Score -4680836 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4680882.500000 Penalty: 5259.661621
	Iteration 31Q: 3 clusters Score -4680882 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4680916.500000 Penalty: 5259.661621
	Iteration 32Q: 3 clusters Score -4680916 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4680945.500000 Penalty: 5259.661621
	Iteration 33Q: 3 clusters Score -4680946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4680959.000000 Penalty: 5259.661621
	Iteration 34Q: 3 clusters Score -4680959 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4680978.000000 Penalty: 5259.661621
	Iteration 35Q: 3 clusters Score -4680978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4680985.500000 Penalty: 5259.661621
	Iteration 36Q: 3 clusters Score -4680986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4680994.000000 Penalty: 5259.661621
	Iteration 37Q: 3 clusters Score -4680994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4681004.500000 Penalty: 5259.661621
	Iteration 38Q: 3 clusters Score -4681004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4681002.000000 Penalty: 5259.661621
	Iteration 39Q: 3 clusters Score -4681002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4681009.000000 Penalty: 5259.661621
	Iteration 40F: 3 clusters Score -4681009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38848 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4681019.500000 Penalty: 5259.661621
	Iteration 41Q: 3 clusters Score -4681020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4681024.000000 Penalty: 5259.661621
	Iteration 42Q: 3 clusters Score -4681024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4681023.500000 Penalty: 5259.661621
	Iteration 43Q: 3 clusters Score -4681024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4681028.500000 Penalty: 5259.661621
	Iteration 44Q: 3 clusters Score -4681028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4681033.000000 Penalty: 5259.661621
	Iteration 45Q: 3 clusters Score -4681033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4681033.500000 Penalty: 5259.661621
	Iteration 46Q: 3 clusters Score -4681034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4681035.500000 Penalty: 5259.661621
	Iteration 47Q: 3 clusters Score -4681036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4681037.000000 Penalty: 5259.661621
	Iteration 48Q: 3 clusters Score -4681037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4681049.000000 Penalty: 5259.661621
	Iteration 49Q: 3 clusters Score -4681049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4681047.000000 Penalty: 5259.661621
	Iteration 50Q: 3 clusters Score -4681047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4681061.500000 Penalty: 5259.661621
	Iteration 51Q: 3 clusters Score -4681062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4681074.000000 Penalty: 5259.661621
	Iteration 52Q: 3 clusters Score -4681074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4681074.000000 Penalty: 5259.661621
	Iteration 53Q: 3 clusters Score -4681074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4681065.000000 Penalty: 5259.661621
	Iteration 54Q: 3 clusters Score -4681065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -4681070.000000 Penalty: 5259.661621
	Iteration 55Q: 3 clusters Score -4681070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4681069.500000 Penalty: 5259.661621
	Iteration 56Q: 3 clusters Score -4681070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4681074.500000 Penalty: 5259.661621
	Iteration 57Q: 3 clusters Score -4681074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4681075.500000 Penalty: 5259.661621
	Iteration 58Q: 3 clusters Score -4681076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4681077.500000 Penalty: 5259.661621
	Iteration 59Q: 3 clusters Score -4681078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4681078.500000 Penalty: 5259.661621
	Iteration 60F: 3 clusters Score -4681078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4681079.000000 Penalty: 5259.661621
	Iteration 61Q: 3 clusters Score -4681079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4681081.000000 Penalty: 5259.661621
	Iteration 62Q: 3 clusters Score -4681081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4681084.500000 Penalty: 5259.661621
	Iteration 63Q: 3 clusters Score -4681084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4681078.500000 Penalty: 5259.661621
	Iteration 64Q: 3 clusters Score -4681078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4681080.500000 Penalty: 5259.661621
	Iteration 65Q: 3 clusters Score -4681080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4681086.000000 Penalty: 5259.661621
	Iteration 66Q: 3 clusters Score -4681086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4681095.000000 Penalty: 5259.661621
	Iteration 67Q: 3 clusters Score -4681095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4681096.500000 Penalty: 5259.661621
	Iteration 68Q: 3 clusters Score -4681096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4681105.000000 Penalty: 5259.661621
	Iteration 69Q: 3 clusters Score -4681105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4681111.500000 Penalty: 5259.661621
	Iteration 70Q: 3 clusters Score -4681112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4681114.500000 Penalty: 5259.661621
	Iteration 71Q: 3 clusters Score -4681114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4681114.500000 Penalty: 5259.661621
	Iteration 72Q: 3 clusters Score -4681114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4681113.000000 Penalty: 5259.661621
	Iteration 73Q: 3 clusters Score -4681113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4681118.000000 Penalty: 5259.661621
	Iteration 74Q: 3 clusters Score -4681118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4681115.500000 Penalty: 5259.661621
	Iteration 75Q: 3 clusters Score -4681116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4681120.000000 Penalty: 5259.661621
	Iteration 76Q: 3 clusters Score -4681120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4681121.500000 Penalty: 5259.661621
	Iteration 77Q: 3 clusters Score -4681122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4681117.500000 Penalty: 5259.661621
	Iteration 78Q: 3 clusters Score -4681118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4681114.500000 Penalty: 5259.661621
	Iteration 79Q: 3 clusters Score -4681114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4681115.000000 Penalty: 5259.661621
	Iteration 80F: 3 clusters Score -4681115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4681116.500000 Penalty: 5259.661621
	Iteration 81Q: 3 clusters Score -4681116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4681125.000000 Penalty: 5259.661621
	Iteration 82Q: 3 clusters Score -4681125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4681121.500000 Penalty: 5259.661621
	Iteration 83Q: 3 clusters Score -4681122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4681122.500000 Penalty: 5259.661621
	Iteration 84Q: 3 clusters Score -4681122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4681123.500000 Penalty: 5259.661621
	Iteration 85Q: 3 clusters Score -4681124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4681122.000000 Penalty: 5259.661621
	Iteration 86Q: 3 clusters Score -4681122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4681122.000000 Penalty: 5259.661621
	Iteration 87F: 3 clusters Score -4681122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Entering Unmasked Estep 
Score: -1527683.750000 Penalty: 2333.621826
	Iteration 0F: 2 clusters Score -1527684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1518609.750000 Penalty: 4667.243652
	Iteration 0F: 3 clusters Score -1518610 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1521323.625000 Penalty: 4667.243652
	Iteration 1F: 3 clusters Score -1521324 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1521680.750000 Penalty: 4667.243652
	Iteration 2F: 3 clusters Score -1521681 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1521953.625000 Penalty: 4667.243652
	Iteration 3F: 3 clusters Score -1521954 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1522181.625000 Penalty: 4667.243652
	Iteration 4Q: 3 clusters Score -1522182 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1522389.125000 Penalty: 4667.243652
	Iteration 5Q: 3 clusters Score -1522389 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1522594.875000 Penalty: 4667.243652
	Iteration 6Q: 3 clusters Score -1522595 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1522798.125000 Penalty: 4667.243652
	Iteration 7Q: 3 clusters Score -1522798 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1523033.000000 Penalty: 4667.243652
	Iteration 8Q: 3 clusters Score -1523033 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1523281.000000 Penalty: 4667.243652
	Iteration 9Q: 3 clusters Score -1523281 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1523544.375000 Penalty: 4667.243652
	Iteration 10Q: 3 clusters Score -1523544 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1523809.375000 Penalty: 4667.243652
	Iteration 11Q: 3 clusters Score -1523809 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1524088.250000 Penalty: 4667.243652
	Iteration 12Q: 3 clusters Score -1524088 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1524346.000000 Penalty: 4667.243652
	Iteration 13Q: 3 clusters Score -1524346 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1524584.500000 Penalty: 4667.243652
	Iteration 14Q: 3 clusters Score -1524584 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1524802.625000 Penalty: 4667.243652
	Iteration 15Q: 3 clusters Score -1524803 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1524990.750000 Penalty: 4667.243652
	Iteration 16Q: 3 clusters Score -1524991 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1525171.000000 Penalty: 4667.243652
	Iteration 17Q: 3 clusters Score -1525171 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1525271.250000 Penalty: 4667.243652
	Iteration 18Q: 3 clusters Score -1525271 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1525366.875000 Penalty: 4667.243652
	Iteration 19Q: 3 clusters Score -1525367 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1525426.750000 Penalty: 4667.243652
	Iteration 20F: 3 clusters Score -1525427 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1525472.625000 Penalty: 4667.243652
	Iteration 21Q: 3 clusters Score -1525473 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1525502.500000 Penalty: 4667.243652
	Iteration 22Q: 3 clusters Score -1525502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1525527.250000 Penalty: 4667.243652
	Iteration 23Q: 3 clusters Score -1525527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1525538.000000 Penalty: 4667.243652
	Iteration 24Q: 3 clusters Score -1525538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1525547.125000 Penalty: 4667.243652
	Iteration 25Q: 3 clusters Score -1525547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1525555.875000 Penalty: 4667.243652
	Iteration 26Q: 3 clusters Score -1525556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1525566.875000 Penalty: 4667.243652
	Iteration 27Q: 3 clusters Score -1525567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1525577.125000 Penalty: 4667.243652
	Iteration 28Q: 3 clusters Score -1525577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1525595.500000 Penalty: 4667.243652
	Iteration 29Q: 3 clusters Score -1525596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1525605.875000 Penalty: 4667.243652
	Iteration 30Q: 3 clusters Score -1525606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1525609.125000 Penalty: 4667.243652
	Iteration 31Q: 3 clusters Score -1525609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1525609.250000 Penalty: 4667.243652
	Iteration 32Q: 3 clusters Score -1525609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1525611.500000 Penalty: 4667.243652
	Iteration 33Q: 3 clusters Score -1525612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1525615.000000 Penalty: 4667.243652
	Iteration 34Q: 3 clusters Score -1525615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1525617.500000 Penalty: 4667.243652
	Iteration 35Q: 3 clusters Score -1525618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1525620.500000 Penalty: 4667.243652
	Iteration 36Q: 3 clusters Score -1525620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1525620.625000 Penalty: 4667.243652
	Iteration 37Q: 3 clusters Score -1525621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1525620.625000 Penalty: 4667.243652
	Iteration 38F: 3 clusters Score -1525621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -38184.824219 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -38184.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36838.562500 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -36838.56 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37161.218750 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -37161.22 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -37523.582031 Penalty: 2998.322754
	Iteration 2F: 3 clusters Score -37523.58 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -37927.671875 Penalty: 2998.322754
	Iteration 3F: 3 clusters Score -37927.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -38219.769531 Penalty: 2998.322754
	Iteration 4F: 3 clusters Score -38219.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -38555.324219 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -38555.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -38655.675781 Penalty: 2998.322754
	Iteration 6Q: 3 clusters Score -38655.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -38721.515625 Penalty: 2998.322754
	Iteration 7Q: 3 clusters Score -38721.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -38791.679688 Penalty: 2998.322754
	Iteration 8Q: 3 clusters Score -38791.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39069.957031 Penalty: 2998.322754
	Iteration 9Q: 3 clusters Score -39069.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39344.007812 Penalty: 2998.322754
	Iteration 10Q: 3 clusters Score -39344.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -39344.007812 Penalty: 2998.322754
	Iteration 11F: 3 clusters Score -39344.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 264020 members 
Mstep: Class 2 contains 417 members 
Mstep: Class 3 contains 60896 members 
Mstep: Class 4 contains 17723 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181288 members 
Mstep: Class 7 contains 25887 members 
Mstep: Class 8 contains 7863 members 
Mstep: Class 9 contains 4536 members 
Mstep: Class 10 contains 3946 members 
Mstep: Class 11 contains 58716 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 70407 members 
Mstep: Class 14 contains 11984 members 
Mstep: Class 15 contains 8992 members 
Mstep: Class 16 contains 65760 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 250552 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7830 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 5716 members 
Mstep: Class 25 contains 35387 members 
Mstep: Class 26 contains 10166 members 
Mstep: Class 27 contains 11881 members 
Mstep: Class 28 contains 1471 members 
Mstep: Class 29 contains 40302 members 
Mstep: Class 30 contains 12207 members 
Mstep: Class 31 contains 287 members 
Mstep: Class 32 contains 27645 members 
Mstep: Class 33 contains 2117 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 23467 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6130 members 
Mstep: Class 38 contains 6490 members 
Mstep: Class 39 contains 661 members 
Mstep: Class 40 contains 6814 members 
Mstep: Class 41 contains 135 members 
Entering Unmasked Estep 
Score: -148052960.000000 Penalty: 142708.921875
Splitting cluster 31 changes total score from -148053664.000000 to -148052960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (27645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Entering Unmasked Estep 
Score: -3310002.250000 Penalty: 2536.345703
	Iteration 0F: 2 clusters Score -3310002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -3290956.500000 Penalty: 5072.691406
	Iteration 0F: 3 clusters Score -3290956 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3297674.250000 Penalty: 5072.691406
	Iteration 1F: 3 clusters Score -3297674 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -3298179.500000 Penalty: 5072.691406
	Iteration 2F: 3 clusters Score -3298180 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -3298741.250000 Penalty: 5072.691406
	Iteration 3Q: 3 clusters Score -3298741 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3299427.000000 Penalty: 5072.691406
	Iteration 4F: 3 clusters Score -3299427 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3300229.750000 Penalty: 5072.691406
	Iteration 5F: 3 clusters Score -3300230 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3301170.000000 Penalty: 5072.691406
	Iteration 6F: 3 clusters Score -3301170 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -3302238.500000 Penalty: 5072.691406
	Iteration 7F: 3 clusters Score -3302238 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3303290.500000 Penalty: 5072.691406
	Iteration 8F: 3 clusters Score -3303290 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -3304235.000000 Penalty: 5072.691406
	Iteration 9F: 3 clusters Score -3304235 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -3305029.250000 Penalty: 5072.691406
	Iteration 10Q: 3 clusters Score -3305029 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3305566.750000 Penalty: 5072.691406
	Iteration 11Q: 3 clusters Score -3305567 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3305912.750000 Penalty: 5072.691406
	Iteration 12Q: 3 clusters Score -3305913 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3306168.750000 Penalty: 5072.691406
	Iteration 13Q: 3 clusters Score -3306169 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -3306345.750000 Penalty: 5072.691406
	Iteration 14Q: 3 clusters Score -3306346 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -3306522.500000 Penalty: 5072.691406
	Iteration 15Q: 3 clusters Score -3306522 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3306669.500000 Penalty: 5072.691406
	Iteration 16Q: 3 clusters Score -3306670 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -3306803.750000 Penalty: 5072.691406
	Iteration 17Q: 3 clusters Score -3306804 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3306970.250000 Penalty: 5072.691406
	Iteration 18Q: 3 clusters Score -3306970 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3307095.750000 Penalty: 5072.691406
	Iteration 19Q: 3 clusters Score -3307096 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -3307207.500000 Penalty: 5072.691406
	Iteration 20F: 3 clusters Score -3307208 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3307298.000000 Penalty: 5072.691406
	Iteration 21Q: 3 clusters Score -3307298 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -3307370.500000 Penalty: 5072.691406
	Iteration 22Q: 3 clusters Score -3307370 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3307441.250000 Penalty: 5072.691406
	Iteration 23Q: 3 clusters Score -3307441 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -3307481.500000 Penalty: 5072.691406
	Iteration 24Q: 3 clusters Score -3307482 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -3307518.000000 Penalty: 5072.691406
	Iteration 25Q: 3 clusters Score -3307518 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -3307555.500000 Penalty: 5072.691406
	Iteration 26Q: 3 clusters Score -3307556 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -3307568.750000 Penalty: 5072.691406
	Iteration 27Q: 3 clusters Score -3307569 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -3307588.250000 Penalty: 5072.691406
	Iteration 28Q: 3 clusters Score -3307588 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -3307597.000000 Penalty: 5072.691406
	Iteration 29Q: 3 clusters Score -3307597 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3307601.500000 Penalty: 5072.691406
	Iteration 30Q: 3 clusters Score -3307602 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3307622.250000 Penalty: 5072.691406
	Iteration 31Q: 3 clusters Score -3307622 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -3307619.250000 Penalty: 5072.691406
	Iteration 32Q: 3 clusters Score -3307619 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3307623.250000 Penalty: 5072.691406
	Iteration 33Q: 3 clusters Score -3307623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3307624.000000 Penalty: 5072.691406
	Iteration 34Q: 3 clusters Score -3307624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -3307635.750000 Penalty: 5072.691406
	Iteration 35Q: 3 clusters Score -3307636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -3307634.000000 Penalty: 5072.691406
	Iteration 36Q: 3 clusters Score -3307634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3307644.000000 Penalty: 5072.691406
	Iteration 37Q: 3 clusters Score -3307644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -3307645.000000 Penalty: 5072.691406
	Iteration 38Q: 3 clusters Score -3307645 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -3307639.500000 Penalty: 5072.691406
	Iteration 39Q: 3 clusters Score -3307640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -3307646.250000 Penalty: 5072.691406
	Iteration 40F: 3 clusters Score -3307646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -3307647.750000 Penalty: 5072.691406
	Iteration 41Q: 3 clusters Score -3307648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -3307648.500000 Penalty: 5072.691406
	Iteration 42Q: 3 clusters Score -3307648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -3307660.250000 Penalty: 5072.691406
	Iteration 43Q: 3 clusters Score -3307660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3307656.000000 Penalty: 5072.691406
	Iteration 44Q: 3 clusters Score -3307656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -3307658.500000 Penalty: 5072.691406
	Iteration 45Q: 3 clusters Score -3307658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -3307654.000000 Penalty: 5072.691406
	Iteration 46Q: 3 clusters Score -3307654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -3307662.750000 Penalty: 5072.691406
	Iteration 47Q: 3 clusters Score -3307663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -3307664.250000 Penalty: 5072.691406
	Iteration 48Q: 3 clusters Score -3307664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3307660.250000 Penalty: 5072.691406
	Iteration 49Q: 3 clusters Score -3307660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3307660.250000 Penalty: 5072.691406
	Iteration 50F: 3 clusters Score -3307660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Entering Unmasked Estep 
Score: -227552.875000 Penalty: 1899.123291
	Iteration 0F: 2 clusters Score -227552.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -224873.812500 Penalty: 3798.246582
	Iteration 0F: 3 clusters Score -224873.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -225439.015625 Penalty: 3798.246582
	Iteration 1F: 3 clusters Score -225439 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -225700.296875 Penalty: 3798.246582
	Iteration 2F: 3 clusters Score -225700.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -225977.734375 Penalty: 3798.246582
	Iteration 3F: 3 clusters Score -225977.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -226297.156250 Penalty: 3798.246582
	Iteration 4F: 3 clusters Score -226297.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -226610.250000 Penalty: 3798.246582
	Iteration 5F: 3 clusters Score -226610.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -226825.156250 Penalty: 3798.246582
	Iteration 6F: 3 clusters Score -226825.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -226945.875000 Penalty: 3798.246582
	Iteration 7Q: 3 clusters Score -226945.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -227010.343750 Penalty: 3798.246582
	Iteration 8Q: 3 clusters Score -227010.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -227039.687500 Penalty: 3798.246582
	Iteration 9Q: 3 clusters Score -227039.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -227077.328125 Penalty: 3798.246582
	Iteration 10Q: 3 clusters Score -227077.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -227141.203125 Penalty: 3798.246582
	Iteration 11Q: 3 clusters Score -227141.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -227152.015625 Penalty: 3798.246582
	Iteration 12Q: 3 clusters Score -227152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -227157.906250 Penalty: 3798.246582
	Iteration 13Q: 3 clusters Score -227157.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -227158.968750 Penalty: 3798.246582
	Iteration 14Q: 3 clusters Score -227159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -227159.218750 Penalty: 3798.246582
	Iteration 15Q: 3 clusters Score -227159.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -227159.218750 Penalty: 3798.246582
	Iteration 16F: 3 clusters Score -227159.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -58016.710938 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -58016.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -56658.906250 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -56658.91 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56921.894531 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -56921.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -57038.339844 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -57038.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57097.394531 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -57097.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -57136.460938 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -57136.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -57160.847656 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -57160.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -57194.742188 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -57194.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -57251.847656 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -57251.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -57303.046875 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -57303.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -57323.984375 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -57323.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -57337.812500 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -57337.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -57343.433594 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -57343.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -57348.855469 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -57348.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -57356.058594 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -57356.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -57356.058594 Penalty: 3126.099121
	Iteration 14F: 3 clusters Score -57356.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (23467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Entering Unmasked Estep 
Score: -2861947.000000 Penalty: 2495.710938
	Iteration 0F: 2 clusters Score -2861947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2845520.750000 Penalty: 4991.421875
	Iteration 0F: 3 clusters Score -2845521 nChanged 10537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2851371.750000 Penalty: 4991.421875
	Iteration 1F: 3 clusters Score -2851372 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2851813.250000 Penalty: 4991.421875
	Iteration 2F: 3 clusters Score -2851813 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -2852223.500000 Penalty: 4991.421875
	Iteration 3Q: 3 clusters Score -2852224 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2852680.250000 Penalty: 4991.421875
	Iteration 4Q: 3 clusters Score -2852680 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2853218.250000 Penalty: 4991.421875
	Iteration 5Q: 3 clusters Score -2853218 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2853787.250000 Penalty: 4991.421875
	Iteration 6Q: 3 clusters Score -2853787 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2854408.250000 Penalty: 4991.421875
	Iteration 7Q: 3 clusters Score -2854408 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2855104.000000 Penalty: 4991.421875
	Iteration 8Q: 3 clusters Score -2855104 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2855852.750000 Penalty: 4991.421875
	Iteration 9Q: 3 clusters Score -2855853 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2856604.250000 Penalty: 4991.421875
	Iteration 10Q: 3 clusters Score -2856604 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2857199.750000 Penalty: 4991.421875
	Iteration 11Q: 3 clusters Score -2857200 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2857629.250000 Penalty: 4991.421875
	Iteration 12Q: 3 clusters Score -2857629 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2857969.750000 Penalty: 4991.421875
	Iteration 13Q: 3 clusters Score -2857970 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2858248.750000 Penalty: 4991.421875
	Iteration 14Q: 3 clusters Score -2858249 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2858472.250000 Penalty: 4991.421875
	Iteration 15Q: 3 clusters Score -2858472 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2858635.250000 Penalty: 4991.421875
	Iteration 16Q: 3 clusters Score -2858635 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2858757.250000 Penalty: 4991.421875
	Iteration 17Q: 3 clusters Score -2858757 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2858862.500000 Penalty: 4991.421875
	Iteration 18Q: 3 clusters Score -2858862 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2858947.000000 Penalty: 4991.421875
	Iteration 19Q: 3 clusters Score -2858947 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2859038.500000 Penalty: 4991.421875
	Iteration 20F: 3 clusters Score -2859038 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2859123.750000 Penalty: 4991.421875
	Iteration 21Q: 3 clusters Score -2859124 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2859210.750000 Penalty: 4991.421875
	Iteration 22Q: 3 clusters Score -2859211 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2859283.000000 Penalty: 4991.421875
	Iteration 23Q: 3 clusters Score -2859283 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2859348.250000 Penalty: 4991.421875
	Iteration 24Q: 3 clusters Score -2859348 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2859423.000000 Penalty: 4991.421875
	Iteration 25Q: 3 clusters Score -2859423 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2859479.500000 Penalty: 4991.421875
	Iteration 26Q: 3 clusters Score -2859480 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2859513.250000 Penalty: 4991.421875
	Iteration 27Q: 3 clusters Score -2859513 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2859564.000000 Penalty: 4991.421875
	Iteration 28Q: 3 clusters Score -2859564 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2859596.500000 Penalty: 4991.421875
	Iteration 29Q: 3 clusters Score -2859596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2859623.000000 Penalty: 4991.421875
	Iteration 30Q: 3 clusters Score -2859623 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2859651.500000 Penalty: 4991.421875
	Iteration 31Q: 3 clusters Score -2859652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2859674.500000 Penalty: 4991.421875
	Iteration 32Q: 3 clusters Score -2859674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2859687.750000 Penalty: 4991.421875
	Iteration 33Q: 3 clusters Score -2859688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2859706.750000 Penalty: 4991.421875
	Iteration 34Q: 3 clusters Score -2859707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2859717.250000 Penalty: 4991.421875
	Iteration 35Q: 3 clusters Score -2859717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2859722.750000 Penalty: 4991.421875
	Iteration 36Q: 3 clusters Score -2859723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2859728.000000 Penalty: 4991.421875
	Iteration 37Q: 3 clusters Score -2859728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2859743.750000 Penalty: 4991.421875
	Iteration 38Q: 3 clusters Score -2859744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2859751.250000 Penalty: 4991.421875
	Iteration 39Q: 3 clusters Score -2859751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2859760.500000 Penalty: 4991.421875
	Iteration 40F: 3 clusters Score -2859760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2859766.750000 Penalty: 4991.421875
	Iteration 41Q: 3 clusters Score -2859767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2859773.500000 Penalty: 4991.421875
	Iteration 42Q: 3 clusters Score -2859774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2859772.750000 Penalty: 4991.421875
	Iteration 43Q: 3 clusters Score -2859773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2859783.250000 Penalty: 4991.421875
	Iteration 44Q: 3 clusters Score -2859783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2859786.500000 Penalty: 4991.421875
	Iteration 45Q: 3 clusters Score -2859786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2859794.250000 Penalty: 4991.421875
	Iteration 46Q: 3 clusters Score -2859794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2859793.500000 Penalty: 4991.421875
	Iteration 47Q: 3 clusters Score -2859794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2859793.500000 Penalty: 4991.421875
	Iteration 48Q: 3 clusters Score -2859794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2859794.000000 Penalty: 4991.421875
	Iteration 49Q: 3 clusters Score -2859794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2859794.000000 Penalty: 4991.421875
	Iteration 50F: 3 clusters Score -2859794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Entering Unmasked Estep 
Score: -54799.406250 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -54799.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53299.289062 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -53299.29 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53468.058594 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -53468.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53508.425781 Penalty: 3055.958740
	Iteration 2Q: 3 clusters Score -53508.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53534.046875 Penalty: 3055.958740
	Iteration 3Q: 3 clusters Score -53534.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53553.828125 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -53553.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53560.839844 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -53560.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53568.484375 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -53568.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53572.597656 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -53572.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53572.597656 Penalty: 3055.958740
	Iteration 8F: 3 clusters Score -53572.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Entering Unmasked Estep 
Score: -727279.062500 Penalty: 2162.795654
	Iteration 0F: 2 clusters Score -727279.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -722121.125000 Penalty: 4325.591309
	Iteration 0F: 3 clusters Score -722121.1 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -723357.937500 Penalty: 4325.591309
	Iteration 1F: 3 clusters Score -723357.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -723588.687500 Penalty: 4325.591309
	Iteration 2F: 3 clusters Score -723588.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -723721.875000 Penalty: 4325.591309
	Iteration 3Q: 3 clusters Score -723721.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -723811.125000 Penalty: 4325.591309
	Iteration 4Q: 3 clusters Score -723811.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -723875.000000 Penalty: 4325.591309
	Iteration 5Q: 3 clusters Score -723875 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -723940.125000 Penalty: 4325.591309
	Iteration 6Q: 3 clusters Score -723940.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -724014.000000 Penalty: 4325.591309
	Iteration 7Q: 3 clusters Score -724014 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -724093.375000 Penalty: 4325.591309
	Iteration 8Q: 3 clusters Score -724093.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -724194.187500 Penalty: 4325.591309
	Iteration 9Q: 3 clusters Score -724194.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -724323.687500 Penalty: 4325.591309
	Iteration 10Q: 3 clusters Score -724323.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -724467.437500 Penalty: 4325.591309
	Iteration 11Q: 3 clusters Score -724467.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -724667.312500 Penalty: 4325.591309
	Iteration 12Q: 3 clusters Score -724667.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -724922.375000 Penalty: 4325.591309
	Iteration 13F: 3 clusters Score -724922.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -725143.937500 Penalty: 4325.591309
	Iteration 14Q: 3 clusters Score -725143.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -725358.500000 Penalty: 4325.591309
	Iteration 15Q: 3 clusters Score -725358.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -725530.125000 Penalty: 4325.591309
	Iteration 16Q: 3 clusters Score -725530.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -725646.000000 Penalty: 4325.591309
	Iteration 17Q: 3 clusters Score -725646 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -725745.375000 Penalty: 4325.591309
	Iteration 18Q: 3 clusters Score -725745.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -725809.687500 Penalty: 4325.591309
	Iteration 19Q: 3 clusters Score -725809.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -725848.125000 Penalty: 4325.591309
	Iteration 20F: 3 clusters Score -725848.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -725874.812500 Penalty: 4325.591309
	Iteration 21Q: 3 clusters Score -725874.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -725888.812500 Penalty: 4325.591309
	Iteration 22Q: 3 clusters Score -725888.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -725903.250000 Penalty: 4325.591309
	Iteration 23Q: 3 clusters Score -725903.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -725918.000000 Penalty: 4325.591309
	Iteration 24Q: 3 clusters Score -725918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -725932.500000 Penalty: 4325.591309
	Iteration 25Q: 3 clusters Score -725932.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -725950.187500 Penalty: 4325.591309
	Iteration 26Q: 3 clusters Score -725950.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -725962.937500 Penalty: 4325.591309
	Iteration 27Q: 3 clusters Score -725962.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -725970.125000 Penalty: 4325.591309
	Iteration 28Q: 3 clusters Score -725970.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -725978.000000 Penalty: 4325.591309
	Iteration 29Q: 3 clusters Score -725978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -725985.375000 Penalty: 4325.591309
	Iteration 30Q: 3 clusters Score -725985.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -725991.812500 Penalty: 4325.591309
	Iteration 31Q: 3 clusters Score -725991.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -725997.812500 Penalty: 4325.591309
	Iteration 32Q: 3 clusters Score -725997.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -726004.187500 Penalty: 4325.591309
	Iteration 33Q: 3 clusters Score -726004.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -726010.500000 Penalty: 4325.591309
	Iteration 34Q: 3 clusters Score -726010.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -726018.062500 Penalty: 4325.591309
	Iteration 35Q: 3 clusters Score -726018.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -726023.500000 Penalty: 4325.591309
	Iteration 36Q: 3 clusters Score -726023.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -726025.187500 Penalty: 4325.591309
	Iteration 37Q: 3 clusters Score -726025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -726027.375000 Penalty: 4325.591309
	Iteration 38Q: 3 clusters Score -726027.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -726027.500000 Penalty: 4325.591309
	Iteration 39Q: 3 clusters Score -726027.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -726027.500000 Penalty: 4325.591309
	Iteration 40F: 3 clusters Score -726027.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Entering Unmasked Estep 
Score: -743386.937500 Penalty: 2176.948486
	Iteration 0F: 2 clusters Score -743386.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -737872.750000 Penalty: 4353.896973
	Iteration 0F: 3 clusters Score -737872.8 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -739284.875000 Penalty: 4353.896973
	Iteration 1F: 3 clusters Score -739284.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -739532.937500 Penalty: 4353.896973
	Iteration 2F: 3 clusters Score -739532.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -739668.500000 Penalty: 4353.896973
	Iteration 3Q: 3 clusters Score -739668.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -739782.437500 Penalty: 4353.896973
	Iteration 4Q: 3 clusters Score -739782.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -739889.625000 Penalty: 4353.896973
	Iteration 5Q: 3 clusters Score -739889.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -739991.750000 Penalty: 4353.896973
	Iteration 6Q: 3 clusters Score -739991.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -740080.125000 Penalty: 4353.896973
	Iteration 7Q: 3 clusters Score -740080.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -740164.687500 Penalty: 4353.896973
	Iteration 8Q: 3 clusters Score -740164.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -740231.687500 Penalty: 4353.896973
	Iteration 9Q: 3 clusters Score -740231.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -740298.687500 Penalty: 4353.896973
	Iteration 10Q: 3 clusters Score -740298.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -740350.312500 Penalty: 4353.896973
	Iteration 11Q: 3 clusters Score -740350.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -740416.312500 Penalty: 4353.896973
	Iteration 12Q: 3 clusters Score -740416.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -740478.312500 Penalty: 4353.896973
	Iteration 13Q: 3 clusters Score -740478.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -740544.250000 Penalty: 4353.896973
	Iteration 14Q: 3 clusters Score -740544.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -740613.625000 Penalty: 4353.896973
	Iteration 15Q: 3 clusters Score -740613.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -740676.062500 Penalty: 4353.896973
	Iteration 16Q: 3 clusters Score -740676.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -740754.125000 Penalty: 4353.896973
	Iteration 17Q: 3 clusters Score -740754.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -740830.187500 Penalty: 4353.896973
	Iteration 18Q: 3 clusters Score -740830.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -740912.250000 Penalty: 4353.896973
	Iteration 19Q: 3 clusters Score -740912.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -741015.875000 Penalty: 4353.896973
	Iteration 20F: 3 clusters Score -741015.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -741116.500000 Penalty: 4353.896973
	Iteration 21Q: 3 clusters Score -741116.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -741194.062500 Penalty: 4353.896973
	Iteration 22Q: 3 clusters Score -741194.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -741250.937500 Penalty: 4353.896973
	Iteration 23Q: 3 clusters Score -741250.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -741302.687500 Penalty: 4353.896973
	Iteration 24Q: 3 clusters Score -741302.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -741342.312500 Penalty: 4353.896973
	Iteration 25Q: 3 clusters Score -741342.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -741375.937500 Penalty: 4353.896973
	Iteration 26Q: 3 clusters Score -741375.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -741408.625000 Penalty: 4353.896973
	Iteration 27Q: 3 clusters Score -741408.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -741433.375000 Penalty: 4353.896973
	Iteration 28Q: 3 clusters Score -741433.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -741448.187500 Penalty: 4353.896973
	Iteration 29Q: 3 clusters Score -741448.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -741456.250000 Penalty: 4353.896973
	Iteration 30Q: 3 clusters Score -741456.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -741467.937500 Penalty: 4353.896973
	Iteration 31Q: 3 clusters Score -741467.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -741480.937500 Penalty: 4353.896973
	Iteration 32Q: 3 clusters Score -741480.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -741495.250000 Penalty: 4353.896973
	Iteration 33Q: 3 clusters Score -741495.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -741509.625000 Penalty: 4353.896973
	Iteration 34Q: 3 clusters Score -741509.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -741522.000000 Penalty: 4353.896973
	Iteration 35Q: 3 clusters Score -741522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -741534.937500 Penalty: 4353.896973
	Iteration 36Q: 3 clusters Score -741534.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -741552.562500 Penalty: 4353.896973
	Iteration 37Q: 3 clusters Score -741552.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -741562.375000 Penalty: 4353.896973
	Iteration 38Q: 3 clusters Score -741562.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -741574.437500 Penalty: 4353.896973
	Iteration 39Q: 3 clusters Score -741574.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -741581.812500 Penalty: 4353.896973
	Iteration 40F: 3 clusters Score -741581.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -741593.437500 Penalty: 4353.896973
	Iteration 41Q: 3 clusters Score -741593.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -741600.000000 Penalty: 4353.896973
	Iteration 42Q: 3 clusters Score -741600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -741605.437500 Penalty: 4353.896973
	Iteration 43Q: 3 clusters Score -741605.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -741607.312500 Penalty: 4353.896973
	Iteration 44Q: 3 clusters Score -741607.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -741610.312500 Penalty: 4353.896973
	Iteration 45Q: 3 clusters Score -741610.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -741612.312500 Penalty: 4353.896973
	Iteration 46Q: 3 clusters Score -741612.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -741611.062500 Penalty: 4353.896973
	Iteration 47Q: 3 clusters Score -741611.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -741613.500000 Penalty: 4353.896973
	Iteration 48Q: 3 clusters Score -741613.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -741616.375000 Penalty: 4353.896973
	Iteration 49Q: 3 clusters Score -741616.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -741616.125000 Penalty: 4353.896973
	Iteration 50Q: 3 clusters Score -741616.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -741616.812500 Penalty: 4353.896973
	Iteration 51Q: 3 clusters Score -741616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -741617.312500 Penalty: 4353.896973
	Iteration 52Q: 3 clusters Score -741617.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -741618.062500 Penalty: 4353.896973
	Iteration 53Q: 3 clusters Score -741618.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -741618.062500 Penalty: 4353.896973
	Iteration 54F: 3 clusters Score -741618.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 264020 members 
Mstep: Class 2 contains 417 members 
Mstep: Class 3 contains 60896 members 
Mstep: Class 4 contains 17723 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181288 members 
Mstep: Class 7 contains 25887 members 
Mstep: Class 8 contains 7863 members 
Mstep: Class 9 contains 4536 members 
Mstep: Class 10 contains 3946 members 
Mstep: Class 11 contains 58716 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 70407 members 
Mstep: Class 14 contains 11984 members 
Mstep: Class 15 contains 8992 members 
Mstep: Class 16 contains 65760 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 250552 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7830 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2587 members 
Mstep: Class 24 contains 5716 members 
Mstep: Class 25 contains 35387 members 
Mstep: Class 26 contains 10166 members 
Mstep: Class 27 contains 11881 members 
Mstep: Class 28 contains 1471 members 
Mstep: Class 29 contains 40302 members 
Mstep: Class 30 contains 12207 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 27645 members 
Mstep: Class 33 contains 2117 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 23467 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6130 members 
Mstep: Class 38 contains 6490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148054224.000000 Penalty: 139228.203125
Iteration 119Q: 41 clusters Score -1.480542e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 793 members 
Mstep: Class 1 contains 263976 members 
Mstep: Class 2 contains 425 members 
Mstep: Class 3 contains 60898 members 
Mstep: Class 4 contains 17727 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181343 members 
Mstep: Class 7 contains 25917 members 
Mstep: Class 8 contains 7875 members 
Mstep: Class 9 contains 4524 members 
Mstep: Class 10 contains 3927 members 
Mstep: Class 11 contains 58724 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 70384 members 
Mstep: Class 14 contains 12010 members 
Mstep: Class 15 contains 9004 members 
Mstep: Class 16 contains 65747 members 
Mstep: Class 17 contains 710 members 
Mstep: Class 18 contains 250478 members 
Mstep: Class 19 contains 168 members 
Mstep: Class 20 contains 7838 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2622 members 
Mstep: Class 24 contains 5714 members 
Mstep: Class 25 contains 35426 members 
Mstep: Class 26 contains 10166 members 
Mstep: Class 27 contains 11880 members 
Mstep: Class 28 contains 1505 members 
Mstep: Class 29 contains 40273 members 
Mstep: Class 30 contains 12249 members 
Mstep: Class 31 contains 415 members 
Mstep: Class 32 contains 27657 members 
Mstep: Class 33 contains 2137 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 23560 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6130 members 
Mstep: Class 38 contains 6491 members 
Mstep: Class 39 contains 660 members 
Mstep: Class 40 contains 6599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148055440.000000 Penalty: 139228.203125
Iteration 120F: 41 clusters Score -1.480554e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 263932 members 
Mstep: Class 2 contains 431 members 
Mstep: Class 3 contains 60899 members 
Mstep: Class 4 contains 17690 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181403 members 
Mstep: Class 7 contains 25814 members 
Mstep: Class 8 contains 7857 members 
Mstep: Class 9 contains 4512 members 
Mstep: Class 10 contains 3905 members 
Mstep: Class 11 contains 58720 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 70357 members 
Mstep: Class 14 contains 12023 members 
Mstep: Class 15 contains 9012 members 
Mstep: Class 16 contains 65731 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 250432 members 
Mstep: Class 19 contains 185 members 
Mstep: Class 20 contains 7839 members 
Mstep: Class 21 contains 2309 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 35337 members 
Mstep: Class 26 contains 10164 members 
Mstep: Class 27 contains 11877 members 
Mstep: Class 28 contains 1519 members 
Mstep: Class 29 contains 39985 members 
Mstep: Class 30 contains 12294 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 27585 members 
Mstep: Class 33 contains 2136 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 23653 members 
Mstep: Class 36 contains 474 members 
Mstep: Class 37 contains 6127 members 
Mstep: Class 38 contains 6480 members 
Mstep: Class 39 contains 671 members 
Mstep: Class 40 contains 7144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148056912.000000 Penalty: 139228.203125
Iteration 121Q: 41 clusters Score -1.480569e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 263860 members 
Mstep: Class 2 contains 431 members 
Mstep: Class 3 contains 60896 members 
Mstep: Class 4 contains 17662 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181442 members 
Mstep: Class 7 contains 25756 members 
Mstep: Class 8 contains 7867 members 
Mstep: Class 9 contains 4503 members 
Mstep: Class 10 contains 3882 members 
Mstep: Class 11 contains 58719 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 70319 members 
Mstep: Class 14 contains 12034 members 
Mstep: Class 15 contains 9017 members 
Mstep: Class 16 contains 65711 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 250402 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 7846 members 
Mstep: Class 21 contains 2309 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2651 members 
Mstep: Class 24 contains 5709 members 
Mstep: Class 25 contains 35269 members 
Mstep: Class 26 contains 10162 members 
Mstep: Class 27 contains 11871 members 
Mstep: Class 28 contains 1557 members 
Mstep: Class 29 contains 39820 members 
Mstep: Class 30 contains 12332 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 27552 members 
Mstep: Class 33 contains 2133 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 23735 members 
Mstep: Class 36 contains 480 members 
Mstep: Class 37 contains 6124 members 
Mstep: Class 38 contains 6477 members 
Mstep: Class 39 contains 684 members 
Mstep: Class 40 contains 7472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057488.000000 Penalty: 139228.203125
Iteration 122Q: 41 clusters Score -1.480575e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 263755 members 
Mstep: Class 2 contains 432 members 
Mstep: Class 3 contains 60896 members 
Mstep: Class 4 contains 17632 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181489 members 
Mstep: Class 7 contains 25709 members 
Mstep: Class 8 contains 7875 members 
Mstep: Class 9 contains 4502 members 
Mstep: Class 10 contains 3865 members 
Mstep: Class 11 contains 58717 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 70294 members 
Mstep: Class 14 contains 12038 members 
Mstep: Class 15 contains 9021 members 
Mstep: Class 16 contains 65700 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 250403 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 7866 members 
Mstep: Class 21 contains 2309 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2663 members 
Mstep: Class 24 contains 5707 members 
Mstep: Class 25 contains 35215 members 
Mstep: Class 26 contains 10157 members 
Mstep: Class 27 contains 11868 members 
Mstep: Class 28 contains 1586 members 
Mstep: Class 29 contains 39696 members 
Mstep: Class 30 contains 12359 members 
Mstep: Class 31 contains 368 members 
Mstep: Class 32 contains 27534 members 
Mstep: Class 33 contains 2132 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 23807 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 6122 members 
Mstep: Class 38 contains 6474 members 
Mstep: Class 39 contains 700 members 
Mstep: Class 40 contains 7696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057360.000000 Penalty: 139228.203125
Iteration 123Q: 41 clusters Score -1.480574e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 263644 members 
Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 60895 members 
Mstep: Class 4 contains 17607 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181539 members 
Mstep: Class 7 contains 25677 members 
Mstep: Class 8 contains 7884 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 3856 members 
Mstep: Class 11 contains 58700 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 70263 members 
Mstep: Class 14 contains 12037 members 
Mstep: Class 15 contains 9027 members 
Mstep: Class 16 contains 65671 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 250403 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 7886 members 
Mstep: Class 21 contains 2310 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2670 members 
Mstep: Class 24 contains 5704 members 
Mstep: Class 25 contains 35180 members 
Mstep: Class 26 contains 10159 members 
Mstep: Class 27 contains 11866 members 
Mstep: Class 28 contains 1613 members 
Mstep: Class 29 contains 39611 members 
Mstep: Class 30 contains 12385 members 
Mstep: Class 31 contains 360 members 
Mstep: Class 32 contains 27517 members 
Mstep: Class 33 contains 2132 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 23887 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 6124 members 
Mstep: Class 38 contains 6470 members 
Mstep: Class 39 contains 706 members 
Mstep: Class 40 contains 7870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057520.000000 Penalty: 139228.203125
Iteration 124Q: 41 clusters Score -1.480575e+08 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 263525 members 
Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 60892 members 
Mstep: Class 4 contains 17596 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181604 members 
Mstep: Class 7 contains 25669 members 
Mstep: Class 8 contains 7908 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 58689 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 70228 members 
Mstep: Class 14 contains 12036 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65655 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 250408 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 7896 members 
Mstep: Class 21 contains 2310 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2675 members 
Mstep: Class 24 contains 5703 members 
Mstep: Class 25 contains 35147 members 
Mstep: Class 26 contains 10156 members 
Mstep: Class 27 contains 11864 members 
Mstep: Class 28 contains 1633 members 
Mstep: Class 29 contains 39542 members 
Mstep: Class 30 contains 12407 members 
Mstep: Class 31 contains 358 members 
Mstep: Class 32 contains 27493 members 
Mstep: Class 33 contains 2128 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 23955 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 6122 members 
Mstep: Class 38 contains 6471 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 8000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057936.000000 Penalty: 139228.203125
Iteration 125Q: 41 clusters Score -1.480579e+08 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 263398 members 
Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 60892 members 
Mstep: Class 4 contains 17585 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181667 members 
Mstep: Class 7 contains 25646 members 
Mstep: Class 8 contains 7928 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 3835 members 
Mstep: Class 11 contains 58678 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 70208 members 
Mstep: Class 14 contains 12039 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65638 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 250398 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 7913 members 
Mstep: Class 21 contains 2310 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2679 members 
Mstep: Class 24 contains 5703 members 
Mstep: Class 25 contains 35129 members 
Mstep: Class 26 contains 10152 members 
Mstep: Class 27 contains 11860 members 
Mstep: Class 28 contains 1656 members 
Mstep: Class 29 contains 39475 members 
Mstep: Class 30 contains 12429 members 
Mstep: Class 31 contains 358 members 
Mstep: Class 32 contains 27478 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24040 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 6469 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 8107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057824.000000 Penalty: 139228.203125
Iteration 126Q: 41 clusters Score -1.480578e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 263278 members 
Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 60889 members 
Mstep: Class 4 contains 17573 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181712 members 
Mstep: Class 7 contains 25641 members 
Mstep: Class 8 contains 7948 members 
Mstep: Class 9 contains 4501 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 11 contains 58668 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 70175 members 
Mstep: Class 14 contains 12041 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65637 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 250389 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 7932 members 
Mstep: Class 21 contains 2310 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 5702 members 
Mstep: Class 25 contains 35118 members 
Mstep: Class 26 contains 10151 members 
Mstep: Class 27 contains 11855 members 
Mstep: Class 28 contains 1670 members 
Mstep: Class 29 contains 39409 members 
Mstep: Class 30 contains 12455 members 
Mstep: Class 31 contains 358 members 
Mstep: Class 32 contains 27476 members 
Mstep: Class 33 contains 2122 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24122 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 6120 members 
Mstep: Class 38 contains 6469 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 8185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057712.000000 Penalty: 139228.203125
Iteration 127Q: 41 clusters Score -1.480577e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 263154 members 
Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 60889 members 
Mstep: Class 4 contains 17574 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181755 members 
Mstep: Class 7 contains 25635 members 
Mstep: Class 8 contains 7964 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 3821 members 
Mstep: Class 11 contains 58658 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 70144 members 
Mstep: Class 14 contains 12047 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65642 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 250391 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 7949 members 
Mstep: Class 21 contains 2311 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2683 members 
Mstep: Class 24 contains 5700 members 
Mstep: Class 25 contains 35105 members 
Mstep: Class 26 contains 10148 members 
Mstep: Class 27 contains 11850 members 
Mstep: Class 28 contains 1681 members 
Mstep: Class 29 contains 39336 members 
Mstep: Class 30 contains 12481 members 
Mstep: Class 31 contains 358 members 
Mstep: Class 32 contains 27477 members 
Mstep: Class 33 contains 2120 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24193 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 6124 members 
Mstep: Class 38 contains 6466 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 8256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057840.000000 Penalty: 139228.203125
Iteration 128Q: 41 clusters Score -1.480578e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 263018 members 
Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 60884 members 
Mstep: Class 4 contains 17566 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181822 members 
Mstep: Class 7 contains 25630 members 
Mstep: Class 8 contains 7975 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 3819 members 
Mstep: Class 11 contains 58654 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 70121 members 
Mstep: Class 14 contains 12050 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65645 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 250388 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 7962 members 
Mstep: Class 21 contains 2311 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2683 members 
Mstep: Class 24 contains 5701 members 
Mstep: Class 25 contains 35091 members 
Mstep: Class 26 contains 10151 members 
Mstep: Class 27 contains 11856 members 
Mstep: Class 28 contains 1689 members 
Mstep: Class 29 contains 39275 members 
Mstep: Class 30 contains 12505 members 
Mstep: Class 31 contains 358 members 
Mstep: Class 32 contains 27479 members 
Mstep: Class 33 contains 2119 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24262 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 6128 members 
Mstep: Class 38 contains 6469 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 8302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057888.000000 Penalty: 139228.203125
Iteration 129Q: 41 clusters Score -1.480579e+08 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 262906 members 
Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 60882 members 
Mstep: Class 4 contains 17570 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181873 members 
Mstep: Class 7 contains 25626 members 
Mstep: Class 8 contains 7989 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 3816 members 
Mstep: Class 11 contains 58648 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 70089 members 
Mstep: Class 14 contains 12053 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65637 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 250380 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 7977 members 
Mstep: Class 21 contains 2312 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2683 members 
Mstep: Class 24 contains 5702 members 
Mstep: Class 25 contains 35085 members 
Mstep: Class 26 contains 10154 members 
Mstep: Class 27 contains 11855 members 
Mstep: Class 28 contains 1695 members 
Mstep: Class 29 contains 39221 members 
Mstep: Class 30 contains 12525 members 
Mstep: Class 31 contains 358 members 
Mstep: Class 32 contains 27493 members 
Mstep: Class 33 contains 2118 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24336 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 6128 members 
Mstep: Class 38 contains 6470 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 8332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057904.000000 Penalty: 139228.203125
Iteration 130Q: 41 clusters Score -1.480579e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 262771 members 
Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 60880 members 
Mstep: Class 4 contains 17579 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181906 members 
Mstep: Class 7 contains 25627 members 
Mstep: Class 8 contains 8002 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 3815 members 
Mstep: Class 11 contains 58641 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 70066 members 
Mstep: Class 14 contains 12054 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65626 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 250429 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 7989 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2684 members 
Mstep: Class 24 contains 5699 members 
Mstep: Class 25 contains 35081 members 
Mstep: Class 26 contains 10154 members 
Mstep: Class 27 contains 11853 members 
Mstep: Class 28 contains 1702 members 
Mstep: Class 29 contains 39173 members 
Mstep: Class 30 contains 12536 members 
Mstep: Class 31 contains 358 members 
Mstep: Class 32 contains 27504 members 
Mstep: Class 33 contains 2117 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24403 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 6128 members 
Mstep: Class 38 contains 6469 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 8354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057872.000000 Penalty: 139228.203125
Iteration 131Q: 41 clusters Score -1.480579e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 262615 members 
Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 60880 members 
Mstep: Class 4 contains 17585 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181939 members 
Mstep: Class 7 contains 25628 members 
Mstep: Class 8 contains 8014 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3815 members 
Mstep: Class 11 contains 58637 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 70033 members 
Mstep: Class 14 contains 12054 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65620 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 250490 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 8007 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2686 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 35080 members 
Mstep: Class 26 contains 10158 members 
Mstep: Class 27 contains 11851 members 
Mstep: Class 28 contains 1708 members 
Mstep: Class 29 contains 39135 members 
Mstep: Class 30 contains 12557 members 
Mstep: Class 31 contains 358 members 
Mstep: Class 32 contains 27504 members 
Mstep: Class 33 contains 2116 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24470 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 6128 members 
Mstep: Class 38 contains 6471 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 8365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057792.000000 Penalty: 139228.203125
Iteration 132Q: 41 clusters Score -1.480578e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 262492 members 
Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 60877 members 
Mstep: Class 4 contains 17597 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 181986 members 
Mstep: Class 7 contains 25628 members 
Mstep: Class 8 contains 8026 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3814 members 
Mstep: Class 11 contains 58635 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 70007 members 
Mstep: Class 14 contains 12056 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65608 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 250531 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 8017 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2691 members 
Mstep: Class 24 contains 5694 members 
Mstep: Class 25 contains 35079 members 
Mstep: Class 26 contains 10155 members 
Mstep: Class 27 contains 11849 members 
Mstep: Class 28 contains 1712 members 
Mstep: Class 29 contains 39081 members 
Mstep: Class 30 contains 12584 members 
Mstep: Class 31 contains 358 members 
Mstep: Class 32 contains 27506 members 
Mstep: Class 33 contains 2117 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24525 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 6128 members 
Mstep: Class 38 contains 6470 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 8379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057680.000000 Penalty: 139228.203125
Iteration 133Q: 41 clusters Score -1.480577e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 262385 members 
Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 60879 members 
Mstep: Class 4 contains 17601 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182031 members 
Mstep: Class 7 contains 25627 members 
Mstep: Class 8 contains 8033 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3812 members 
Mstep: Class 11 contains 58633 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 69983 members 
Mstep: Class 14 contains 12058 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65598 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 250573 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 8028 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 5692 members 
Mstep: Class 25 contains 35082 members 
Mstep: Class 26 contains 10151 members 
Mstep: Class 27 contains 11847 members 
Mstep: Class 28 contains 1721 members 
Mstep: Class 29 contains 39034 members 
Mstep: Class 30 contains 12605 members 
Mstep: Class 31 contains 358 members 
Mstep: Class 32 contains 27510 members 
Mstep: Class 33 contains 2117 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24570 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 6129 members 
Mstep: Class 38 contains 6467 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 8385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057584.000000 Penalty: 139228.203125
Iteration 134Q: 41 clusters Score -1.480576e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 262270 members 
Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 60876 members 
Mstep: Class 4 contains 17602 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182066 members 
Mstep: Class 7 contains 25622 members 
Mstep: Class 8 contains 8038 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3810 members 
Mstep: Class 11 contains 58626 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 69961 members 
Mstep: Class 14 contains 12059 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65599 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 250625 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 8042 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2695 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 35075 members 
Mstep: Class 26 contains 10153 members 
Mstep: Class 27 contains 11847 members 
Mstep: Class 28 contains 1723 members 
Mstep: Class 29 contains 38995 members 
Mstep: Class 30 contains 12637 members 
Mstep: Class 31 contains 358 members 
Mstep: Class 32 contains 27510 members 
Mstep: Class 33 contains 2117 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24612 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 6129 members 
Mstep: Class 38 contains 6469 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 8402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057552.000000 Penalty: 139228.203125
Iteration 135Q: 41 clusters Score -1.480576e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 262166 members 
Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 60876 members 
Mstep: Class 4 contains 17592 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182099 members 
Mstep: Class 7 contains 25619 members 
Mstep: Class 8 contains 8048 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3808 members 
Mstep: Class 11 contains 58617 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69934 members 
Mstep: Class 14 contains 12061 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65591 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 250686 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 8055 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2693 members 
Mstep: Class 24 contains 5677 members 
Mstep: Class 25 contains 35077 members 
Mstep: Class 26 contains 10157 members 
Mstep: Class 27 contains 11848 members 
Mstep: Class 28 contains 1726 members 
Mstep: Class 29 contains 38959 members 
Mstep: Class 30 contains 12659 members 
Mstep: Class 31 contains 358 members 
Mstep: Class 32 contains 27510 members 
Mstep: Class 33 contains 2117 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24655 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 6129 members 
Mstep: Class 38 contains 6469 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 8416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057744.000000 Penalty: 139228.203125
Iteration 136Q: 41 clusters Score -1.480577e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 262075 members 
Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 60874 members 
Mstep: Class 4 contains 17591 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182130 members 
Mstep: Class 7 contains 25622 members 
Mstep: Class 8 contains 8057 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3808 members 
Mstep: Class 11 contains 58604 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69894 members 
Mstep: Class 14 contains 12062 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65582 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 250760 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 8063 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5676 members 
Mstep: Class 25 contains 35074 members 
Mstep: Class 26 contains 10156 members 
Mstep: Class 27 contains 11853 members 
Mstep: Class 28 contains 1726 members 
Mstep: Class 29 contains 38915 members 
Mstep: Class 30 contains 12672 members 
Mstep: Class 31 contains 358 members 
Mstep: Class 32 contains 27513 members 
Mstep: Class 33 contains 2118 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24691 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 6128 members 
Mstep: Class 38 contains 6470 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 8435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057824.000000 Penalty: 139228.203125
Iteration 137Q: 41 clusters Score -1.480578e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 261998 members 
Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 60876 members 
Mstep: Class 4 contains 17585 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182154 members 
Mstep: Class 7 contains 25618 members 
Mstep: Class 8 contains 8071 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3808 members 
Mstep: Class 11 contains 58594 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69862 members 
Mstep: Class 14 contains 12062 members 
Mstep: Class 15 contains 9030 members 
Mstep: Class 16 contains 65583 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 250825 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 8068 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5669 members 
Mstep: Class 25 contains 35071 members 
Mstep: Class 26 contains 10159 members 
Mstep: Class 27 contains 11854 members 
Mstep: Class 28 contains 1727 members 
Mstep: Class 29 contains 38879 members 
Mstep: Class 30 contains 12683 members 
Mstep: Class 31 contains 358 members 
Mstep: Class 32 contains 27515 members 
Mstep: Class 33 contains 2117 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24723 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 6127 members 
Mstep: Class 38 contains 6470 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 8452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057728.000000 Penalty: 139228.203125
Iteration 138Q: 41 clusters Score -1.480577e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 261965 members 
Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 60872 members 
Mstep: Class 4 contains 17588 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182163 members 
Mstep: Class 7 contains 25617 members 
Mstep: Class 8 contains 8081 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58592 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69827 members 
Mstep: Class 14 contains 12062 members 
Mstep: Class 15 contains 9030 members 
Mstep: Class 16 contains 65573 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 250858 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 8076 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 35064 members 
Mstep: Class 26 contains 10162 members 
Mstep: Class 27 contains 11855 members 
Mstep: Class 28 contains 1729 members 
Mstep: Class 29 contains 38847 members 
Mstep: Class 30 contains 12695 members 
Mstep: Class 31 contains 358 members 
Mstep: Class 32 contains 27518 members 
Mstep: Class 33 contains 2118 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24752 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 6128 members 
Mstep: Class 38 contains 6471 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 8467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148057888.000000 Penalty: 139228.203125
Iteration 139Q: 41 clusters Score -1.480579e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 772 members 
Mstep: Class 1 contains 261934 members 
Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 60876 members 
Mstep: Class 4 contains 17592 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182190 members 
Mstep: Class 7 contains 25615 members 
Mstep: Class 8 contains 8089 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3805 members 
Mstep: Class 11 contains 58594 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69799 members 
Mstep: Class 14 contains 12063 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65563 members 
Mstep: Class 17 contains 713 members 
Mstep: Class 18 contains 250884 members 
Mstep: Class 19 contains 179 members 
Mstep: Class 20 contains 8075 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5656 members 
Mstep: Class 25 contains 35064 members 
Mstep: Class 26 contains 10160 members 
Mstep: Class 27 contains 11854 members 
Mstep: Class 28 contains 1732 members 
Mstep: Class 29 contains 38808 members 
Mstep: Class 30 contains 12705 members 
Mstep: Class 31 contains 358 members 
Mstep: Class 32 contains 27521 members 
Mstep: Class 33 contains 2118 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24774 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 6129 members 
Mstep: Class 38 contains 6470 members 
Mstep: Class 39 contains 708 members 
Mstep: Class 40 contains 8479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148059584.000000 Penalty: 139228.203125
Iteration 140F: 41 clusters Score -1.480596e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 732 members 
Mstep: Class 1 contains 261937 members 
Mstep: Class 2 contains 434 members 
Mstep: Class 3 contains 60876 members 
Mstep: Class 4 contains 17595 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182214 members 
Mstep: Class 7 contains 25618 members 
Mstep: Class 8 contains 8100 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3805 members 
Mstep: Class 11 contains 58591 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69770 members 
Mstep: Class 14 contains 12063 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65558 members 
Mstep: Class 17 contains 715 members 
Mstep: Class 18 contains 250879 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 8081 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5650 members 
Mstep: Class 25 contains 35066 members 
Mstep: Class 26 contains 10159 members 
Mstep: Class 27 contains 11850 members 
Mstep: Class 28 contains 1737 members 
Mstep: Class 29 contains 38759 members 
Mstep: Class 30 contains 12712 members 
Mstep: Class 31 contains 329 members 
Mstep: Class 32 contains 27525 members 
Mstep: Class 33 contains 2118 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24798 members 
Mstep: Class 36 contains 482 members 
Mstep: Class 37 contains 6133 members 
Mstep: Class 38 contains 6472 members 
Mstep: Class 39 contains 738 members 
Mstep: Class 40 contains 8483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148061984.000000 Penalty: 139228.203125
Iteration 141Q: 41 clusters Score -1.48062e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 261923 members 
Mstep: Class 2 contains 433 members 
Mstep: Class 3 contains 60876 members 
Mstep: Class 4 contains 17599 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182229 members 
Mstep: Class 7 contains 25614 members 
Mstep: Class 8 contains 8106 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3805 members 
Mstep: Class 11 contains 58598 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69748 members 
Mstep: Class 14 contains 12065 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65557 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250876 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 8086 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2694 members 
Mstep: Class 24 contains 5644 members 
Mstep: Class 25 contains 35068 members 
Mstep: Class 26 contains 10162 members 
Mstep: Class 27 contains 11852 members 
Mstep: Class 28 contains 1740 members 
Mstep: Class 29 contains 38714 members 
Mstep: Class 30 contains 12727 members 
Mstep: Class 31 contains 316 members 
Mstep: Class 32 contains 27526 members 
Mstep: Class 33 contains 2118 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24819 members 
Mstep: Class 36 contains 486 members 
Mstep: Class 37 contains 6132 members 
Mstep: Class 38 contains 6473 members 
Mstep: Class 39 contains 752 members 
Mstep: Class 40 contains 8492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148061920.000000 Penalty: 139228.203125
Iteration 142Q: 41 clusters Score -1.480619e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 261925 members 
Mstep: Class 2 contains 432 members 
Mstep: Class 3 contains 60874 members 
Mstep: Class 4 contains 17610 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182249 members 
Mstep: Class 7 contains 25610 members 
Mstep: Class 8 contains 8117 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3805 members 
Mstep: Class 11 contains 58601 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69721 members 
Mstep: Class 14 contains 12065 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65552 members 
Mstep: Class 17 contains 715 members 
Mstep: Class 18 contains 250856 members 
Mstep: Class 19 contains 213 members 
Mstep: Class 20 contains 8092 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 5642 members 
Mstep: Class 25 contains 35069 members 
Mstep: Class 26 contains 10158 members 
Mstep: Class 27 contains 11856 members 
Mstep: Class 28 contains 1744 members 
Mstep: Class 29 contains 38672 members 
Mstep: Class 30 contains 12744 members 
Mstep: Class 31 contains 313 members 
Mstep: Class 32 contains 27527 members 
Mstep: Class 33 contains 2118 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24837 members 
Mstep: Class 36 contains 489 members 
Mstep: Class 37 contains 6133 members 
Mstep: Class 38 contains 6474 members 
Mstep: Class 39 contains 757 members 
Mstep: Class 40 contains 8496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148061904.000000 Penalty: 139228.203125
Iteration 143Q: 41 clusters Score -1.480619e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 261927 members 
Mstep: Class 2 contains 431 members 
Mstep: Class 3 contains 60873 members 
Mstep: Class 4 contains 17614 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182265 members 
Mstep: Class 7 contains 25611 members 
Mstep: Class 8 contains 8129 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3805 members 
Mstep: Class 11 contains 58606 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 69696 members 
Mstep: Class 14 contains 12066 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65550 members 
Mstep: Class 17 contains 715 members 
Mstep: Class 18 contains 250834 members 
Mstep: Class 19 contains 211 members 
Mstep: Class 20 contains 8098 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2696 members 
Mstep: Class 24 contains 5640 members 
Mstep: Class 25 contains 35073 members 
Mstep: Class 26 contains 10158 members 
Mstep: Class 27 contains 11857 members 
Mstep: Class 28 contains 1747 members 
Mstep: Class 29 contains 38629 members 
Mstep: Class 30 contains 12758 members 
Mstep: Class 31 contains 310 members 
Mstep: Class 32 contains 27533 members 
Mstep: Class 33 contains 2118 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24849 members 
Mstep: Class 36 contains 491 members 
Mstep: Class 37 contains 6134 members 
Mstep: Class 38 contains 6476 members 
Mstep: Class 39 contains 761 members 
Mstep: Class 40 contains 8500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148061936.000000 Penalty: 139228.203125
Iteration 144Q: 41 clusters Score -1.480619e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 261944 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 60872 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182265 members 
Mstep: Class 7 contains 25609 members 
Mstep: Class 8 contains 8132 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3805 members 
Mstep: Class 11 contains 58608 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69682 members 
Mstep: Class 14 contains 12067 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65547 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 250804 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 8104 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2698 members 
Mstep: Class 24 contains 5637 members 
Mstep: Class 25 contains 35072 members 
Mstep: Class 26 contains 10159 members 
Mstep: Class 27 contains 11860 members 
Mstep: Class 28 contains 1749 members 
Mstep: Class 29 contains 38600 members 
Mstep: Class 30 contains 12776 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 27534 members 
Mstep: Class 33 contains 2117 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24866 members 
Mstep: Class 36 contains 494 members 
Mstep: Class 37 contains 6135 members 
Mstep: Class 38 contains 6476 members 
Mstep: Class 39 contains 764 members 
Mstep: Class 40 contains 8511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148062000.000000 Penalty: 139228.203125
Iteration 145Q: 41 clusters Score -1.48062e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 261942 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 60872 members 
Mstep: Class 4 contains 17615 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182283 members 
Mstep: Class 7 contains 25604 members 
Mstep: Class 8 contains 8138 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58611 members 
Mstep: Class 12 contains 2591 members 
Mstep: Class 13 contains 69672 members 
Mstep: Class 14 contains 12070 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65543 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 250782 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 8109 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2699 members 
Mstep: Class 24 contains 5633 members 
Mstep: Class 25 contains 35071 members 
Mstep: Class 26 contains 10159 members 
Mstep: Class 27 contains 11858 members 
Mstep: Class 28 contains 1749 members 
Mstep: Class 29 contains 38567 members 
Mstep: Class 30 contains 12792 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 27532 members 
Mstep: Class 33 contains 2115 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24884 members 
Mstep: Class 36 contains 494 members 
Mstep: Class 37 contains 6135 members 
Mstep: Class 38 contains 6476 members 
Mstep: Class 39 contains 765 members 
Mstep: Class 40 contains 8526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148062080.000000 Penalty: 139228.203125
Iteration 146Q: 41 clusters Score -1.480621e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 261958 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17614 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182295 members 
Mstep: Class 7 contains 25601 members 
Mstep: Class 8 contains 8145 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58611 members 
Mstep: Class 12 contains 2591 members 
Mstep: Class 13 contains 69641 members 
Mstep: Class 14 contains 12069 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65542 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 250755 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 8115 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2699 members 
Mstep: Class 24 contains 5633 members 
Mstep: Class 25 contains 35072 members 
Mstep: Class 26 contains 10159 members 
Mstep: Class 27 contains 11858 members 
Mstep: Class 28 contains 1750 members 
Mstep: Class 29 contains 38539 members 
Mstep: Class 30 contains 12807 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 27535 members 
Mstep: Class 33 contains 2114 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24904 members 
Mstep: Class 36 contains 494 members 
Mstep: Class 37 contains 6136 members 
Mstep: Class 38 contains 6479 members 
Mstep: Class 39 contains 765 members 
Mstep: Class 40 contains 8536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148062080.000000 Penalty: 139228.203125
Iteration 147Q: 41 clusters Score -1.480621e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 261985 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 60866 members 
Mstep: Class 4 contains 17612 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182310 members 
Mstep: Class 7 contains 25597 members 
Mstep: Class 8 contains 8149 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58607 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69612 members 
Mstep: Class 14 contains 12070 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65532 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 250730 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 8117 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2699 members 
Mstep: Class 24 contains 5633 members 
Mstep: Class 25 contains 35073 members 
Mstep: Class 26 contains 10159 members 
Mstep: Class 27 contains 11857 members 
Mstep: Class 28 contains 1752 members 
Mstep: Class 29 contains 38510 members 
Mstep: Class 30 contains 12825 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 27539 members 
Mstep: Class 33 contains 2113 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24923 members 
Mstep: Class 36 contains 494 members 
Mstep: Class 37 contains 6138 members 
Mstep: Class 38 contains 6481 members 
Mstep: Class 39 contains 765 members 
Mstep: Class 40 contains 8546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148062112.000000 Penalty: 139228.203125
Iteration 148Q: 41 clusters Score -1.480621e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 262015 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 60865 members 
Mstep: Class 4 contains 17612 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182326 members 
Mstep: Class 7 contains 25598 members 
Mstep: Class 8 contains 8155 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58598 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69586 members 
Mstep: Class 14 contains 12070 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65529 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 250697 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 8119 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2699 members 
Mstep: Class 24 contains 5630 members 
Mstep: Class 25 contains 35073 members 
Mstep: Class 26 contains 10160 members 
Mstep: Class 27 contains 11858 members 
Mstep: Class 28 contains 1756 members 
Mstep: Class 29 contains 38486 members 
Mstep: Class 30 contains 12834 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 27545 members 
Mstep: Class 33 contains 2113 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24941 members 
Mstep: Class 36 contains 494 members 
Mstep: Class 37 contains 6138 members 
Mstep: Class 38 contains 6483 members 
Mstep: Class 39 contains 765 members 
Mstep: Class 40 contains 8549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148062048.000000 Penalty: 139228.203125
Iteration 149Q: 41 clusters Score -1.48062e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 262018 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 60865 members 
Mstep: Class 4 contains 17614 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182341 members 
Mstep: Class 7 contains 25596 members 
Mstep: Class 8 contains 8159 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58594 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69564 members 
Mstep: Class 14 contains 12072 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65527 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 250676 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 8119 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2699 members 
Mstep: Class 24 contains 5629 members 
Mstep: Class 25 contains 35074 members 
Mstep: Class 26 contains 10159 members 
Mstep: Class 27 contains 11862 members 
Mstep: Class 28 contains 1761 members 
Mstep: Class 29 contains 38459 members 
Mstep: Class 30 contains 12845 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 27545 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24962 members 
Mstep: Class 36 contains 494 members 
Mstep: Class 37 contains 6138 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 765 members 
Mstep: Class 40 contains 8561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148062128.000000 Penalty: 139228.203125
Iteration 150Q: 41 clusters Score -1.480621e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 262026 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 60865 members 
Mstep: Class 4 contains 17611 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182349 members 
Mstep: Class 7 contains 25593 members 
Mstep: Class 8 contains 8168 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58593 members 
Mstep: Class 12 contains 2591 members 
Mstep: Class 13 contains 69545 members 
Mstep: Class 14 contains 12076 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65528 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 250662 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 8119 members 
Mstep: Class 21 contains 2315 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2700 members 
Mstep: Class 24 contains 5626 members 
Mstep: Class 25 contains 35074 members 
Mstep: Class 26 contains 10159 members 
Mstep: Class 27 contains 11861 members 
Mstep: Class 28 contains 1764 members 
Mstep: Class 29 contains 38439 members 
Mstep: Class 30 contains 12856 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 27548 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24977 members 
Mstep: Class 36 contains 494 members 
Mstep: Class 37 contains 6138 members 
Mstep: Class 38 contains 6486 members 
Mstep: Class 39 contains 765 members 
Mstep: Class 40 contains 8562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148062160.000000 Penalty: 139228.203125
Iteration 151Q: 41 clusters Score -1.480622e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 262031 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 60865 members 
Mstep: Class 4 contains 17608 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182350 members 
Mstep: Class 7 contains 25591 members 
Mstep: Class 8 contains 8176 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58594 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69530 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65530 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 250655 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 8122 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2701 members 
Mstep: Class 24 contains 5625 members 
Mstep: Class 25 contains 35071 members 
Mstep: Class 26 contains 10159 members 
Mstep: Class 27 contains 11864 members 
Mstep: Class 28 contains 1764 members 
Mstep: Class 29 contains 38424 members 
Mstep: Class 30 contains 12859 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 27549 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24989 members 
Mstep: Class 36 contains 494 members 
Mstep: Class 37 contains 6138 members 
Mstep: Class 38 contains 6486 members 
Mstep: Class 39 contains 765 members 
Mstep: Class 40 contains 8564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148062112.000000 Penalty: 139228.203125
Iteration 152Q: 41 clusters Score -1.480621e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 262052 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 60865 members 
Mstep: Class 4 contains 17606 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182355 members 
Mstep: Class 7 contains 25591 members 
Mstep: Class 8 contains 8179 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3805 members 
Mstep: Class 11 contains 58595 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69521 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65530 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 250622 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 8124 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2701 members 
Mstep: Class 24 contains 5624 members 
Mstep: Class 25 contains 35071 members 
Mstep: Class 26 contains 10158 members 
Mstep: Class 27 contains 11866 members 
Mstep: Class 28 contains 1767 members 
Mstep: Class 29 contains 38411 members 
Mstep: Class 30 contains 12867 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 27548 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 24998 members 
Mstep: Class 36 contains 494 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 6486 members 
Mstep: Class 39 contains 765 members 
Mstep: Class 40 contains 8571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148062240.000000 Penalty: 139228.203125
Iteration 153Q: 41 clusters Score -1.480622e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 262062 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 60866 members 
Mstep: Class 4 contains 17609 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182355 members 
Mstep: Class 7 contains 25590 members 
Mstep: Class 8 contains 8187 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3805 members 
Mstep: Class 11 contains 58594 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69509 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65529 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 250600 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 8128 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1918 members 
Mstep: Class 23 contains 2701 members 
Mstep: Class 24 contains 5623 members 
Mstep: Class 25 contains 35070 members 
Mstep: Class 26 contains 10161 members 
Mstep: Class 27 contains 11865 members 
Mstep: Class 28 contains 1768 members 
Mstep: Class 29 contains 38398 members 
Mstep: Class 30 contains 12878 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 27547 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25006 members 
Mstep: Class 36 contains 494 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 765 members 
Mstep: Class 40 contains 8576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148062288.000000 Penalty: 139228.203125
Iteration 154Q: 41 clusters Score -1.480623e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 262084 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 60866 members 
Mstep: Class 4 contains 17609 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182349 members 
Mstep: Class 7 contains 25591 members 
Mstep: Class 8 contains 8191 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3805 members 
Mstep: Class 11 contains 58595 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69502 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65526 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 250578 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 8130 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2701 members 
Mstep: Class 24 contains 5620 members 
Mstep: Class 25 contains 35071 members 
Mstep: Class 26 contains 10163 members 
Mstep: Class 27 contains 11864 members 
Mstep: Class 28 contains 1768 members 
Mstep: Class 29 contains 38388 members 
Mstep: Class 30 contains 12887 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 27548 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25010 members 
Mstep: Class 36 contains 494 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 765 members 
Mstep: Class 40 contains 8581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148062224.000000 Penalty: 139228.203125
Iteration 155Q: 41 clusters Score -1.480622e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 262099 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 60865 members 
Mstep: Class 4 contains 17610 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182353 members 
Mstep: Class 7 contains 25590 members 
Mstep: Class 8 contains 8193 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3805 members 
Mstep: Class 11 contains 58593 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69495 members 
Mstep: Class 14 contains 12081 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65522 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 250569 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 8131 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2702 members 
Mstep: Class 24 contains 5618 members 
Mstep: Class 25 contains 35070 members 
Mstep: Class 26 contains 10164 members 
Mstep: Class 27 contains 11863 members 
Mstep: Class 28 contains 1768 members 
Mstep: Class 29 contains 38378 members 
Mstep: Class 30 contains 12895 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 27549 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25013 members 
Mstep: Class 36 contains 494 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 765 members 
Mstep: Class 40 contains 8581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148062320.000000 Penalty: 139228.203125
Iteration 156Q: 41 clusters Score -1.480623e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 262101 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 60864 members 
Mstep: Class 4 contains 17614 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182353 members 
Mstep: Class 7 contains 25591 members 
Mstep: Class 8 contains 8196 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58594 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69491 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65520 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 250561 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 8132 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5614 members 
Mstep: Class 25 contains 35071 members 
Mstep: Class 26 contains 10163 members 
Mstep: Class 27 contains 11864 members 
Mstep: Class 28 contains 1769 members 
Mstep: Class 29 contains 38366 members 
Mstep: Class 30 contains 12904 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 27549 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25021 members 
Mstep: Class 36 contains 494 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 765 members 
Mstep: Class 40 contains 8579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148062320.000000 Penalty: 139228.203125
Iteration 157Q: 41 clusters Score -1.480623e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 262130 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 60863 members 
Mstep: Class 4 contains 17614 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182358 members 
Mstep: Class 7 contains 25589 members 
Mstep: Class 8 contains 8196 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58591 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69482 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65519 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 250532 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 8133 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5612 members 
Mstep: Class 25 contains 35071 members 
Mstep: Class 26 contains 10163 members 
Mstep: Class 27 contains 11863 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38365 members 
Mstep: Class 30 contains 12913 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 27549 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25024 members 
Mstep: Class 36 contains 494 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 765 members 
Mstep: Class 40 contains 8580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148062208.000000 Penalty: 139228.203125
Iteration 158Q: 41 clusters Score -1.480622e+08 nChanged 162
Entering ConstructFrom: 
Score: -148062208.000000 Penalty: 139228.203125
Entering ConstructFrom: 
Trying to split cluster 1 (262153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262153 members 
Entering Unmasked Estep 
Score: -32208044.000000 Penalty: 3094.217529
	Iteration 0F: 2 clusters Score -3.220804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131509 members 
Mstep: Class 2 contains 130644 members 
Entering Unmasked Estep 
Score: -32040844.000000 Penalty: 6188.435059
	Iteration 0F: 3 clusters Score -3.204084e+07 nChanged 126829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141538 members 
Mstep: Class 2 contains 120615 members 
Entering Unmasked Estep 
Score: -32116270.000000 Penalty: 6188.435059
	Iteration 1F: 3 clusters Score -3.211627e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147604 members 
Mstep: Class 2 contains 114549 members 
Entering Unmasked Estep 
Score: -32119132.000000 Penalty: 6188.435059
	Iteration 2Q: 3 clusters Score -3.211913e+07 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156993 members 
Mstep: Class 2 contains 105160 members 
Entering Unmasked Estep 
Score: -32124300.000000 Penalty: 6188.435059
	Iteration 3Q: 3 clusters Score -3.21243e+07 nChanged 15925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170960 members 
Mstep: Class 2 contains 91193 members 
Entering Unmasked Estep 
Score: -32133966.000000 Penalty: 6188.435059
	Iteration 4F: 3 clusters Score -3.213397e+07 nChanged 20705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189787 members 
Mstep: Class 2 contains 72366 members 
Entering Unmasked Estep 
Score: -32150616.000000 Penalty: 6188.435059
	Iteration 5F: 3 clusters Score -3.215062e+07 nChanged 22451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210258 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -32170882.000000 Penalty: 6188.435059
	Iteration 6F: 3 clusters Score -3.217088e+07 nChanged 18591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227015 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -32187558.000000 Penalty: 6188.435059
	Iteration 7F: 3 clusters Score -3.218756e+07 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237101 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -32197468.000000 Penalty: 6188.435059
	Iteration 8Q: 3 clusters Score -3.219747e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242260 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -32202364.000000 Penalty: 6188.435059
	Iteration 9Q: 3 clusters Score -3.220236e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245188 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -32204378.000000 Penalty: 6188.435059
	Iteration 10Q: 3 clusters Score -3.220438e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247138 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -32205450.000000 Penalty: 6188.435059
	Iteration 11Q: 3 clusters Score -3.220545e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248676 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -32206042.000000 Penalty: 6188.435059
	Iteration 12Q: 3 clusters Score -3.220604e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249859 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -32206342.000000 Penalty: 6188.435059
	Iteration 13Q: 3 clusters Score -3.220634e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250828 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -32206786.000000 Penalty: 6188.435059
	Iteration 14Q: 3 clusters Score -3.220679e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251648 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -32207060.000000 Penalty: 6188.435059
	Iteration 15Q: 3 clusters Score -3.220706e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252293 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -32207206.000000 Penalty: 6188.435059
	Iteration 16Q: 3 clusters Score -3.220721e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252799 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -32207298.000000 Penalty: 6188.435059
	Iteration 17Q: 3 clusters Score -3.22073e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253215 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -32207242.000000 Penalty: 6188.435059
	Iteration 18Q: 3 clusters Score -3.220724e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253555 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -32207280.000000 Penalty: 6188.435059
	Iteration 19Q: 3 clusters Score -3.220728e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253829 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -32207344.000000 Penalty: 6188.435059
	Iteration 20F: 3 clusters Score -3.220734e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254047 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -32207322.000000 Penalty: 6188.435059
	Iteration 21Q: 3 clusters Score -3.220732e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254256 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -32207290.000000 Penalty: 6188.435059
	Iteration 22Q: 3 clusters Score -3.220729e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254440 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -32207276.000000 Penalty: 6188.435059
	Iteration 23Q: 3 clusters Score -3.220728e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254592 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -32207328.000000 Penalty: 6188.435059
	Iteration 24Q: 3 clusters Score -3.220733e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254716 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -32207320.000000 Penalty: 6188.435059
	Iteration 25Q: 3 clusters Score -3.220732e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254819 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -32207318.000000 Penalty: 6188.435059
	Iteration 26Q: 3 clusters Score -3.220732e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254913 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -32207344.000000 Penalty: 6188.435059
	Iteration 27Q: 3 clusters Score -3.220734e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255006 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -32207330.000000 Penalty: 6188.435059
	Iteration 28Q: 3 clusters Score -3.220733e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255086 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -32207358.000000 Penalty: 6188.435059
	Iteration 29Q: 3 clusters Score -3.220736e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255155 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -32207364.000000 Penalty: 6188.435059
	Iteration 30Q: 3 clusters Score -3.220736e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255212 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -32207332.000000 Penalty: 6188.435059
	Iteration 31Q: 3 clusters Score -3.220733e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255261 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -32207312.000000 Penalty: 6188.435059
	Iteration 32Q: 3 clusters Score -3.220731e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255328 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -32207276.000000 Penalty: 6188.435059
	Iteration 33Q: 3 clusters Score -3.220728e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255392 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -32207268.000000 Penalty: 6188.435059
	Iteration 34Q: 3 clusters Score -3.220727e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255448 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -32207252.000000 Penalty: 6188.435059
	Iteration 35Q: 3 clusters Score -3.220725e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255488 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -32207306.000000 Penalty: 6188.435059
	Iteration 36Q: 3 clusters Score -3.220731e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255514 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -32207328.000000 Penalty: 6188.435059
	Iteration 37Q: 3 clusters Score -3.220733e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255549 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -32207288.000000 Penalty: 6188.435059
	Iteration 38Q: 3 clusters Score -3.220729e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255568 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -32207284.000000 Penalty: 6188.435059
	Iteration 39Q: 3 clusters Score -3.220728e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255583 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -32207268.000000 Penalty: 6188.435059
	Iteration 40F: 3 clusters Score -3.220727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255592 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -32207280.000000 Penalty: 6188.435059
	Iteration 41Q: 3 clusters Score -3.220728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255600 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -32207280.000000 Penalty: 6188.435059
	Iteration 42Q: 3 clusters Score -3.220728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255611 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -32207292.000000 Penalty: 6188.435059
	Iteration 43Q: 3 clusters Score -3.220729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255620 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -32207282.000000 Penalty: 6188.435059
	Iteration 44Q: 3 clusters Score -3.220728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255625 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -32207286.000000 Penalty: 6188.435059
	Iteration 45Q: 3 clusters Score -3.220729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255629 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -32207294.000000 Penalty: 6188.435059
	Iteration 46Q: 3 clusters Score -3.220729e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255637 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -32207288.000000 Penalty: 6188.435059
	Iteration 47Q: 3 clusters Score -3.220729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255649 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -32207262.000000 Penalty: 6188.435059
	Iteration 48Q: 3 clusters Score -3.220726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255659 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -32207254.000000 Penalty: 6188.435059
	Iteration 49Q: 3 clusters Score -3.220725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255663 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -32207248.000000 Penalty: 6188.435059
	Iteration 50Q: 3 clusters Score -3.220725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255668 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -32207244.000000 Penalty: 6188.435059
	Iteration 51Q: 3 clusters Score -3.220724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255669 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -32207250.000000 Penalty: 6188.435059
	Iteration 52Q: 3 clusters Score -3.220725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255672 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -32207258.000000 Penalty: 6188.435059
	Iteration 53Q: 3 clusters Score -3.220726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255672 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -32207258.000000 Penalty: 6188.435059
	Iteration 54F: 3 clusters Score -3.220726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -40384.695312 Penalty: 1503.241211
	Iteration 0F: 2 clusters Score -40384.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39030.136719 Penalty: 3006.482422
	Iteration 0F: 3 clusters Score -39030.14 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39306.039062 Penalty: 3006.482422
	Iteration 1F: 3 clusters Score -39306.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -39427.031250 Penalty: 3006.482422
	Iteration 2F: 3 clusters Score -39427.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39618.644531 Penalty: 3006.482422
	Iteration 3F: 3 clusters Score -39618.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -39818.332031 Penalty: 3006.482422
	Iteration 4F: 3 clusters Score -39818.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -39939.765625 Penalty: 3006.482422
	Iteration 5F: 3 clusters Score -39939.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -39992.292969 Penalty: 3006.482422
	Iteration 6Q: 3 clusters Score -39992.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -40070.652344 Penalty: 3006.482422
	Iteration 7Q: 3 clusters Score -40070.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -40108.257812 Penalty: 3006.482422
	Iteration 8Q: 3 clusters Score -40108.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -40114.570312 Penalty: 3006.482422
	Iteration 9Q: 3 clusters Score -40114.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -40114.570312 Penalty: 3006.482422
	Iteration 10F: 3 clusters Score -40114.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60863 members 
Entering Unmasked Estep 
Score: -7488725.500000 Penalty: 2732.062256
	Iteration 0F: 2 clusters Score -7488726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -7447910.000000 Penalty: 5464.124512
	Iteration 0F: 3 clusters Score -7447910 nChanged 28230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -7463386.000000 Penalty: 5464.124512
	Iteration 1F: 3 clusters Score -7463386 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -7464036.500000 Penalty: 5464.124512
	Iteration 2Q: 3 clusters Score -7464036 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -7464847.500000 Penalty: 5464.124512
	Iteration 3Q: 3 clusters Score -7464848 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -7465813.500000 Penalty: 5464.124512
	Iteration 4Q: 3 clusters Score -7465814 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -7467498.500000 Penalty: 5464.124512
	Iteration 5F: 3 clusters Score -7467498 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -7470127.500000 Penalty: 5464.124512
	Iteration 6F: 3 clusters Score -7470128 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -7473922.500000 Penalty: 5464.124512
	Iteration 7F: 3 clusters Score -7473922 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 50600 members 
Entering Unmasked Estep 
Score: -7477904.500000 Penalty: 5464.124512
	Iteration 8F: 3 clusters Score -7477904 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -7481171.000000 Penalty: 5464.124512
	Iteration 9F: 3 clusters Score -7481171 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -7483249.000000 Penalty: 5464.124512
	Iteration 10Q: 3 clusters Score -7483249 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -7484487.500000 Penalty: 5464.124512
	Iteration 11Q: 3 clusters Score -7484488 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -7485260.000000 Penalty: 5464.124512
	Iteration 12Q: 3 clusters Score -7485260 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 57709 members 
Entering Unmasked Estep 
Score: -7485754.000000 Penalty: 5464.124512
	Iteration 13Q: 3 clusters Score -7485754 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 57862 members 
Entering Unmasked Estep 
Score: -7486071.000000 Penalty: 5464.124512
	Iteration 14Q: 3 clusters Score -7486071 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 57948 members 
Entering Unmasked Estep 
Score: -7486253.500000 Penalty: 5464.124512
	Iteration 15Q: 3 clusters Score -7486254 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 58015 members 
Entering Unmasked Estep 
Score: -7486430.000000 Penalty: 5464.124512
	Iteration 16Q: 3 clusters Score -7486430 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -7486538.000000 Penalty: 5464.124512
	Iteration 17Q: 3 clusters Score -7486538 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 58131 members 
Entering Unmasked Estep 
Score: -7486606.000000 Penalty: 5464.124512
	Iteration 18Q: 3 clusters Score -7486606 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 58185 members 
Entering Unmasked Estep 
Score: -7486658.000000 Penalty: 5464.124512
	Iteration 19Q: 3 clusters Score -7486658 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 58231 members 
Entering Unmasked Estep 
Score: -7486684.000000 Penalty: 5464.124512
	Iteration 20F: 3 clusters Score -7486684 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -7486724.000000 Penalty: 5464.124512
	Iteration 21Q: 3 clusters Score -7486724 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -7486748.000000 Penalty: 5464.124512
	Iteration 22Q: 3 clusters Score -7486748 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -7486741.000000 Penalty: 5464.124512
	Iteration 23Q: 3 clusters Score -7486741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 58334 members 
Entering Unmasked Estep 
Score: -7486747.500000 Penalty: 5464.124512
	Iteration 24Q: 3 clusters Score -7486748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -7486751.500000 Penalty: 5464.124512
	Iteration 25Q: 3 clusters Score -7486752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 58364 members 
Entering Unmasked Estep 
Score: -7486771.000000 Penalty: 5464.124512
	Iteration 26Q: 3 clusters Score -7486771 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 58383 members 
Entering Unmasked Estep 
Score: -7486791.500000 Penalty: 5464.124512
	Iteration 27Q: 3 clusters Score -7486792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 58401 members 
Entering Unmasked Estep 
Score: -7486803.500000 Penalty: 5464.124512
	Iteration 28Q: 3 clusters Score -7486804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 58417 members 
Entering Unmasked Estep 
Score: -7486806.500000 Penalty: 5464.124512
	Iteration 29Q: 3 clusters Score -7486806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -7486826.000000 Penalty: 5464.124512
	Iteration 30Q: 3 clusters Score -7486826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 58436 members 
Entering Unmasked Estep 
Score: -7486829.500000 Penalty: 5464.124512
	Iteration 31Q: 3 clusters Score -7486830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 58442 members 
Entering Unmasked Estep 
Score: -7486837.500000 Penalty: 5464.124512
	Iteration 32Q: 3 clusters Score -7486838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -7486839.000000 Penalty: 5464.124512
	Iteration 33Q: 3 clusters Score -7486839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
Score: -7486826.000000 Penalty: 5464.124512
	Iteration 34Q: 3 clusters Score -7486826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -7486833.000000 Penalty: 5464.124512
	Iteration 35Q: 3 clusters Score -7486833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 58481 members 
Entering Unmasked Estep 
Score: -7486837.000000 Penalty: 5464.124512
	Iteration 36Q: 3 clusters Score -7486837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 58486 members 
Entering Unmasked Estep 
Score: -7486848.000000 Penalty: 5464.124512
	Iteration 37Q: 3 clusters Score -7486848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -7486849.500000 Penalty: 5464.124512
	Iteration 38Q: 3 clusters Score -7486850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 58497 members 
Entering Unmasked Estep 
Score: -7486851.500000 Penalty: 5464.124512
	Iteration 39Q: 3 clusters Score -7486852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -7486853.000000 Penalty: 5464.124512
	Iteration 40F: 3 clusters Score -7486853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -7486855.000000 Penalty: 5464.124512
	Iteration 41Q: 3 clusters Score -7486855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -7486868.000000 Penalty: 5464.124512
	Iteration 42Q: 3 clusters Score -7486868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -7486866.500000 Penalty: 5464.124512
	Iteration 43Q: 3 clusters Score -7486866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -7486867.500000 Penalty: 5464.124512
	Iteration 44Q: 3 clusters Score -7486868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -7486870.000000 Penalty: 5464.124512
	Iteration 45Q: 3 clusters Score -7486870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -7486870.000000 Penalty: 5464.124512
	Iteration 46F: 3 clusters Score -7486870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Entering Unmasked Estep 
Score: -2080539.375000 Penalty: 2424.629883
	Iteration 0F: 2 clusters Score -2080539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2068018.625000 Penalty: 4849.259766
	Iteration 0F: 3 clusters Score -2068019 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -2072257.250000 Penalty: 4849.259766
	Iteration 1F: 3 clusters Score -2072257 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2072894.375000 Penalty: 4849.259766
	Iteration 2F: 3 clusters Score -2072894 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2073620.875000 Penalty: 4849.259766
	Iteration 3F: 3 clusters Score -2073621 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2074401.250000 Penalty: 4849.259766
	Iteration 4F: 3 clusters Score -2074401 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2075195.750000 Penalty: 4849.259766
	Iteration 5F: 3 clusters Score -2075196 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2075936.125000 Penalty: 4849.259766
	Iteration 6F: 3 clusters Score -2075936 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2076630.125000 Penalty: 4849.259766
	Iteration 7F: 3 clusters Score -2076630 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2077344.625000 Penalty: 4849.259766
	Iteration 8F: 3 clusters Score -2077345 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -2077978.500000 Penalty: 4849.259766
	Iteration 9Q: 3 clusters Score -2077978 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2078478.000000 Penalty: 4849.259766
	Iteration 10Q: 3 clusters Score -2078478 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2078841.125000 Penalty: 4849.259766
	Iteration 11Q: 3 clusters Score -2078841 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2079037.250000 Penalty: 4849.259766
	Iteration 12Q: 3 clusters Score -2079037 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2079168.625000 Penalty: 4849.259766
	Iteration 13Q: 3 clusters Score -2079169 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2079269.250000 Penalty: 4849.259766
	Iteration 14Q: 3 clusters Score -2079269 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2079340.000000 Penalty: 4849.259766
	Iteration 15Q: 3 clusters Score -2079340 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2079378.000000 Penalty: 4849.259766
	Iteration 16Q: 3 clusters Score -2079378 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2079396.500000 Penalty: 4849.259766
	Iteration 17Q: 3 clusters Score -2079396 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2079416.375000 Penalty: 4849.259766
	Iteration 18Q: 3 clusters Score -2079416 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2079425.500000 Penalty: 4849.259766
	Iteration 19Q: 3 clusters Score -2079426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2079431.625000 Penalty: 4849.259766
	Iteration 20F: 3 clusters Score -2079432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2079439.750000 Penalty: 4849.259766
	Iteration 21Q: 3 clusters Score -2079440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2079442.375000 Penalty: 4849.259766
	Iteration 22Q: 3 clusters Score -2079442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2079442.875000 Penalty: 4849.259766
	Iteration 23Q: 3 clusters Score -2079443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2079446.875000 Penalty: 4849.259766
	Iteration 24Q: 3 clusters Score -2079447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2079449.750000 Penalty: 4849.259766
	Iteration 25Q: 3 clusters Score -2079450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2079448.750000 Penalty: 4849.259766
	Iteration 26Q: 3 clusters Score -2079449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2079451.250000 Penalty: 4849.259766
	Iteration 27Q: 3 clusters Score -2079451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2079451.750000 Penalty: 4849.259766
	Iteration 28Q: 3 clusters Score -2079452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2079452.250000 Penalty: 4849.259766
	Iteration 29Q: 3 clusters Score -2079452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2079453.625000 Penalty: 4849.259766
	Iteration 30Q: 3 clusters Score -2079454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2079452.875000 Penalty: 4849.259766
	Iteration 31Q: 3 clusters Score -2079453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2079453.750000 Penalty: 4849.259766
	Iteration 32Q: 3 clusters Score -2079454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2079454.375000 Penalty: 4849.259766
	Iteration 33Q: 3 clusters Score -2079454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2079455.000000 Penalty: 4849.259766
	Iteration 34Q: 3 clusters Score -2079455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2079455.000000 Penalty: 4849.259766
	Iteration 35F: 3 clusters Score -2079455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Entering Unmasked Estep 
Score: -219123.250000 Penalty: 1855.844604
	Iteration 0F: 2 clusters Score -219123.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -216657.531250 Penalty: 3711.689209
	Iteration 0F: 3 clusters Score -216657.5 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -217045.593750 Penalty: 3711.689209
	Iteration 1F: 3 clusters Score -217045.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -217156.515625 Penalty: 3711.689209
	Iteration 2F: 3 clusters Score -217156.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -217210.671875 Penalty: 3711.689209
	Iteration 3Q: 3 clusters Score -217210.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -217255.953125 Penalty: 3711.689209
	Iteration 4Q: 3 clusters Score -217256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -217282.843750 Penalty: 3711.689209
	Iteration 5Q: 3 clusters Score -217282.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -217296.984375 Penalty: 3711.689209
	Iteration 6Q: 3 clusters Score -217297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -217305.265625 Penalty: 3711.689209
	Iteration 7Q: 3 clusters Score -217305.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -217314.296875 Penalty: 3711.689209
	Iteration 8Q: 3 clusters Score -217314.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -217321.328125 Penalty: 3711.689209
	Iteration 9Q: 3 clusters Score -217321.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -217327.312500 Penalty: 3711.689209
	Iteration 10Q: 3 clusters Score -217327.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -217332.796875 Penalty: 3711.689209
	Iteration 11Q: 3 clusters Score -217332.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -217338.781250 Penalty: 3711.689209
	Iteration 12Q: 3 clusters Score -217338.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -217341.781250 Penalty: 3711.689209
	Iteration 13Q: 3 clusters Score -217341.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -217344.640625 Penalty: 3711.689209
	Iteration 14Q: 3 clusters Score -217344.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -217346.250000 Penalty: 3711.689209
	Iteration 15Q: 3 clusters Score -217346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -217347.531250 Penalty: 3711.689209
	Iteration 16Q: 3 clusters Score -217347.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -217348.312500 Penalty: 3711.689209
	Iteration 17Q: 3 clusters Score -217348.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -217348.312500 Penalty: 3711.689209
	Iteration 18F: 3 clusters Score -217348.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (182364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182364 members 
Entering Unmasked Estep 
Score: -22187940.000000 Penalty: 3004.212402
	Iteration 0F: 2 clusters Score -2.218794e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91454 members 
Mstep: Class 2 contains 90910 members 
Entering Unmasked Estep 
Score: -22066126.000000 Penalty: 6008.424805
	Iteration 0F: 3 clusters Score -2.206613e+07 nChanged 87885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94713 members 
Mstep: Class 2 contains 87651 members 
Entering Unmasked Estep 
Score: -22117710.000000 Penalty: 6008.424805
	Iteration 1F: 3 clusters Score -2.211771e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96715 members 
Mstep: Class 2 contains 85649 members 
Entering Unmasked Estep 
Score: -22119222.000000 Penalty: 6008.424805
	Iteration 2Q: 3 clusters Score -2.211922e+07 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99883 members 
Mstep: Class 2 contains 82481 members 
Entering Unmasked Estep 
Score: -22120764.000000 Penalty: 6008.424805
	Iteration 3Q: 3 clusters Score -2.212076e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104745 members 
Mstep: Class 2 contains 77619 members 
Entering Unmasked Estep 
Score: -22123092.000000 Penalty: 6008.424805
	Iteration 4Q: 3 clusters Score -2.212309e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111970 members 
Mstep: Class 2 contains 70394 members 
Entering Unmasked Estep 
Score: -22127078.000000 Penalty: 6008.424805
	Iteration 5Q: 3 clusters Score -2.212708e+07 nChanged 10885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122189 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -22133764.000000 Penalty: 6008.424805
	Iteration 6F: 3 clusters Score -2.213376e+07 nChanged 13464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135381 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -22144172.000000 Penalty: 6008.424805
	Iteration 7F: 3 clusters Score -2.214417e+07 nChanged 14389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149666 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -22156818.000000 Penalty: 6008.424805
	Iteration 8F: 3 clusters Score -2.215682e+07 nChanged 12220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161818 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -22168182.000000 Penalty: 6008.424805
	Iteration 9F: 3 clusters Score -2.216818e+07 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170207 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -22176196.000000 Penalty: 6008.424805
	Iteration 10Q: 3 clusters Score -2.21762e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174926 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -22180708.000000 Penalty: 6008.424805
	Iteration 11Q: 3 clusters Score -2.218071e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177313 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -22183204.000000 Penalty: 6008.424805
	Iteration 12Q: 3 clusters Score -2.21832e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178548 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -22184368.000000 Penalty: 6008.424805
	Iteration 13Q: 3 clusters Score -2.218437e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179213 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -22184910.000000 Penalty: 6008.424805
	Iteration 14Q: 3 clusters Score -2.218491e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179608 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -22185166.000000 Penalty: 6008.424805
	Iteration 15Q: 3 clusters Score -2.218517e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179862 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -22185328.000000 Penalty: 6008.424805
	Iteration 16Q: 3 clusters Score -2.218533e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180039 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -22185438.000000 Penalty: 6008.424805
	Iteration 17Q: 3 clusters Score -2.218544e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180155 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -22185460.000000 Penalty: 6008.424805
	Iteration 18Q: 3 clusters Score -2.218546e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180244 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -22185510.000000 Penalty: 6008.424805
	Iteration 19Q: 3 clusters Score -2.218551e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180302 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -22185554.000000 Penalty: 6008.424805
	Iteration 20F: 3 clusters Score -2.218555e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180359 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -22185584.000000 Penalty: 6008.424805
	Iteration 21Q: 3 clusters Score -2.218558e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180400 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -22185582.000000 Penalty: 6008.424805
	Iteration 22Q: 3 clusters Score -2.218558e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180436 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -22185632.000000 Penalty: 6008.424805
	Iteration 23Q: 3 clusters Score -2.218563e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180467 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -22185640.000000 Penalty: 6008.424805
	Iteration 24Q: 3 clusters Score -2.218564e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180485 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -22185646.000000 Penalty: 6008.424805
	Iteration 25Q: 3 clusters Score -2.218565e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180501 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -22185666.000000 Penalty: 6008.424805
	Iteration 26Q: 3 clusters Score -2.218567e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180513 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -22185682.000000 Penalty: 6008.424805
	Iteration 27Q: 3 clusters Score -2.218568e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180529 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -22185668.000000 Penalty: 6008.424805
	Iteration 28Q: 3 clusters Score -2.218567e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180553 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -22185690.000000 Penalty: 6008.424805
	Iteration 29Q: 3 clusters Score -2.218569e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180573 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -22185708.000000 Penalty: 6008.424805
	Iteration 30Q: 3 clusters Score -2.218571e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180595 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -22185706.000000 Penalty: 6008.424805
	Iteration 31Q: 3 clusters Score -2.218571e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180608 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -22185710.000000 Penalty: 6008.424805
	Iteration 32Q: 3 clusters Score -2.218571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180621 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -22185694.000000 Penalty: 6008.424805
	Iteration 33Q: 3 clusters Score -2.218569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180637 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -22185692.000000 Penalty: 6008.424805
	Iteration 34Q: 3 clusters Score -2.218569e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180650 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -22185726.000000 Penalty: 6008.424805
	Iteration 35Q: 3 clusters Score -2.218573e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180667 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -22185730.000000 Penalty: 6008.424805
	Iteration 36Q: 3 clusters Score -2.218573e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180672 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -22185750.000000 Penalty: 6008.424805
	Iteration 37Q: 3 clusters Score -2.218575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180681 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -22185758.000000 Penalty: 6008.424805
	Iteration 38Q: 3 clusters Score -2.218576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180690 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -22185762.000000 Penalty: 6008.424805
	Iteration 39Q: 3 clusters Score -2.218576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180694 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -22185766.000000 Penalty: 6008.424805
	Iteration 40F: 3 clusters Score -2.218577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180696 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -22185768.000000 Penalty: 6008.424805
	Iteration 41Q: 3 clusters Score -2.218577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180698 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -22185772.000000 Penalty: 6008.424805
	Iteration 42Q: 3 clusters Score -2.218577e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180698 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -22185772.000000 Penalty: 6008.424805
	Iteration 43F: 3 clusters Score -2.218577e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Entering Unmasked Estep 
Score: -3038487.500000 Penalty: 2517.150391
	Iteration 0F: 2 clusters Score -3038488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3020885.500000 Penalty: 5034.300781
	Iteration 0F: 3 clusters Score -3020886 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3027208.500000 Penalty: 5034.300781
	Iteration 1F: 3 clusters Score -3027208 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3027762.750000 Penalty: 5034.300781
	Iteration 2F: 3 clusters Score -3027763 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3028308.000000 Penalty: 5034.300781
	Iteration 3Q: 3 clusters Score -3028308 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -3028804.500000 Penalty: 5034.300781
	Iteration 4Q: 3 clusters Score -3028804 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -3029325.000000 Penalty: 5034.300781
	Iteration 5Q: 3 clusters Score -3029325 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -3029950.250000 Penalty: 5034.300781
	Iteration 6Q: 3 clusters Score -3029950 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3030790.000000 Penalty: 5034.300781
	Iteration 7F: 3 clusters Score -3030790 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -3031955.500000 Penalty: 5034.300781
	Iteration 8F: 3 clusters Score -3031956 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -3033235.500000 Penalty: 5034.300781
	Iteration 9F: 3 clusters Score -3033236 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3034365.250000 Penalty: 5034.300781
	Iteration 10Q: 3 clusters Score -3034365 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -3035049.500000 Penalty: 5034.300781
	Iteration 11Q: 3 clusters Score -3035050 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -3035477.000000 Penalty: 5034.300781
	Iteration 12Q: 3 clusters Score -3035477 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3035745.250000 Penalty: 5034.300781
	Iteration 13Q: 3 clusters Score -3035745 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -3035914.000000 Penalty: 5034.300781
	Iteration 14Q: 3 clusters Score -3035914 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -3036077.500000 Penalty: 5034.300781
	Iteration 15Q: 3 clusters Score -3036078 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -3036179.250000 Penalty: 5034.300781
	Iteration 16Q: 3 clusters Score -3036179 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -3036245.750000 Penalty: 5034.300781
	Iteration 17Q: 3 clusters Score -3036246 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -3036298.000000 Penalty: 5034.300781
	Iteration 18Q: 3 clusters Score -3036298 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -3036343.000000 Penalty: 5034.300781
	Iteration 19Q: 3 clusters Score -3036343 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -3036385.000000 Penalty: 5034.300781
	Iteration 20F: 3 clusters Score -3036385 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -3036421.250000 Penalty: 5034.300781
	Iteration 21Q: 3 clusters Score -3036421 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -3036442.750000 Penalty: 5034.300781
	Iteration 22Q: 3 clusters Score -3036443 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -3036466.250000 Penalty: 5034.300781
	Iteration 23Q: 3 clusters Score -3036466 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3036482.750000 Penalty: 5034.300781
	Iteration 24Q: 3 clusters Score -3036483 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -3036493.250000 Penalty: 5034.300781
	Iteration 25Q: 3 clusters Score -3036493 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -3036516.000000 Penalty: 5034.300781
	Iteration 26Q: 3 clusters Score -3036516 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -3036520.250000 Penalty: 5034.300781
	Iteration 27Q: 3 clusters Score -3036520 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -3036535.250000 Penalty: 5034.300781
	Iteration 28Q: 3 clusters Score -3036535 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3036550.750000 Penalty: 5034.300781
	Iteration 29Q: 3 clusters Score -3036551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -3036544.250000 Penalty: 5034.300781
	Iteration 30Q: 3 clusters Score -3036544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3036555.000000 Penalty: 5034.300781
	Iteration 31Q: 3 clusters Score -3036555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -3036562.750000 Penalty: 5034.300781
	Iteration 32Q: 3 clusters Score -3036563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3036565.000000 Penalty: 5034.300781
	Iteration 33Q: 3 clusters Score -3036565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3036566.000000 Penalty: 5034.300781
	Iteration 34Q: 3 clusters Score -3036566 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -3036573.500000 Penalty: 5034.300781
	Iteration 35Q: 3 clusters Score -3036574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3036578.500000 Penalty: 5034.300781
	Iteration 36Q: 3 clusters Score -3036578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -3036574.000000 Penalty: 5034.300781
	Iteration 37Q: 3 clusters Score -3036574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -3036569.500000 Penalty: 5034.300781
	Iteration 38Q: 3 clusters Score -3036570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3036570.500000 Penalty: 5034.300781
	Iteration 39Q: 3 clusters Score -3036570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -3036577.000000 Penalty: 5034.300781
	Iteration 40F: 3 clusters Score -3036577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3036575.750000 Penalty: 5034.300781
	Iteration 41Q: 3 clusters Score -3036576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -3036571.500000 Penalty: 5034.300781
	Iteration 42Q: 3 clusters Score -3036572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -3036573.750000 Penalty: 5034.300781
	Iteration 43Q: 3 clusters Score -3036574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -3036579.500000 Penalty: 5034.300781
	Iteration 44Q: 3 clusters Score -3036580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -3036579.500000 Penalty: 5034.300781
	Iteration 45F: 3 clusters Score -3036580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Entering Unmasked Estep 
Score: -925838.937500 Penalty: 2234.857666
	Iteration 0F: 2 clusters Score -925838.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -919348.750000 Penalty: 4469.715332
	Iteration 0F: 3 clusters Score -919348.8 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -921129.625000 Penalty: 4469.715332
	Iteration 1F: 3 clusters Score -921129.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -921418.187500 Penalty: 4469.715332
	Iteration 2F: 3 clusters Score -921418.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -921625.312500 Penalty: 4469.715332
	Iteration 3F: 3 clusters Score -921625.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -921801.312500 Penalty: 4469.715332
	Iteration 4Q: 3 clusters Score -921801.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -921955.187500 Penalty: 4469.715332
	Iteration 5Q: 3 clusters Score -921955.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -922121.875000 Penalty: 4469.715332
	Iteration 6Q: 3 clusters Score -922121.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -922345.562500 Penalty: 4469.715332
	Iteration 7Q: 3 clusters Score -922345.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -922673.937500 Penalty: 4469.715332
	Iteration 8Q: 3 clusters Score -922673.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -923041.125000 Penalty: 4469.715332
	Iteration 9F: 3 clusters Score -923041.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -923405.125000 Penalty: 4469.715332
	Iteration 10F: 3 clusters Score -923405.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -923737.125000 Penalty: 4469.715332
	Iteration 11Q: 3 clusters Score -923737.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -923996.375000 Penalty: 4469.715332
	Iteration 12Q: 3 clusters Score -923996.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -924172.500000 Penalty: 4469.715332
	Iteration 13Q: 3 clusters Score -924172.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -924266.500000 Penalty: 4469.715332
	Iteration 14Q: 3 clusters Score -924266.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -924331.687500 Penalty: 4469.715332
	Iteration 15Q: 3 clusters Score -924331.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -924364.750000 Penalty: 4469.715332
	Iteration 16Q: 3 clusters Score -924364.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -924385.250000 Penalty: 4469.715332
	Iteration 17Q: 3 clusters Score -924385.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -924402.000000 Penalty: 4469.715332
	Iteration 18Q: 3 clusters Score -924402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -924414.250000 Penalty: 4469.715332
	Iteration 19Q: 3 clusters Score -924414.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -924423.625000 Penalty: 4469.715332
	Iteration 20F: 3 clusters Score -924423.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -924430.312500 Penalty: 4469.715332
	Iteration 21Q: 3 clusters Score -924430.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -924437.812500 Penalty: 4469.715332
	Iteration 22Q: 3 clusters Score -924437.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -924440.812500 Penalty: 4469.715332
	Iteration 23Q: 3 clusters Score -924440.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -924446.187500 Penalty: 4469.715332
	Iteration 24Q: 3 clusters Score -924446.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -924448.500000 Penalty: 4469.715332
	Iteration 25Q: 3 clusters Score -924448.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -924451.375000 Penalty: 4469.715332
	Iteration 26Q: 3 clusters Score -924451.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -924453.562500 Penalty: 4469.715332
	Iteration 27Q: 3 clusters Score -924453.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -924454.000000 Penalty: 4469.715332
	Iteration 28Q: 3 clusters Score -924454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -924453.812500 Penalty: 4469.715332
	Iteration 29Q: 3 clusters Score -924453.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -924455.875000 Penalty: 4469.715332
	Iteration 30Q: 3 clusters Score -924455.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -924455.250000 Penalty: 4469.715332
	Iteration 31Q: 3 clusters Score -924455.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -924455.625000 Penalty: 4469.715332
	Iteration 32Q: 3 clusters Score -924455.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -924455.625000 Penalty: 4469.715332
	Iteration 33F: 3 clusters Score -924455.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Entering Unmasked Estep 
Score: -530204.750000 Penalty: 2086.079346
	Iteration 0F: 2 clusters Score -530204.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -526007.000000 Penalty: 4172.158691
	Iteration 0F: 3 clusters Score -526007 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -527034.437500 Penalty: 4172.158691
	Iteration 1F: 3 clusters Score -527034.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -527280.062500 Penalty: 4172.158691
	Iteration 2F: 3 clusters Score -527280.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -527457.562500 Penalty: 4172.158691
	Iteration 3F: 3 clusters Score -527457.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -527604.500000 Penalty: 4172.158691
	Iteration 4Q: 3 clusters Score -527604.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -527754.375000 Penalty: 4172.158691
	Iteration 5Q: 3 clusters Score -527754.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -527889.937500 Penalty: 4172.158691
	Iteration 6Q: 3 clusters Score -527889.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -528026.687500 Penalty: 4172.158691
	Iteration 7Q: 3 clusters Score -528026.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -528137.187500 Penalty: 4172.158691
	Iteration 8Q: 3 clusters Score -528137.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -528244.625000 Penalty: 4172.158691
	Iteration 9Q: 3 clusters Score -528244.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -528332.687500 Penalty: 4172.158691
	Iteration 10Q: 3 clusters Score -528332.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -528405.062500 Penalty: 4172.158691
	Iteration 11Q: 3 clusters Score -528405.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -528465.625000 Penalty: 4172.158691
	Iteration 12Q: 3 clusters Score -528465.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -528522.187500 Penalty: 4172.158691
	Iteration 13Q: 3 clusters Score -528522.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -528555.875000 Penalty: 4172.158691
	Iteration 14Q: 3 clusters Score -528555.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -528583.562500 Penalty: 4172.158691
	Iteration 15Q: 3 clusters Score -528583.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -528613.562500 Penalty: 4172.158691
	Iteration 16Q: 3 clusters Score -528613.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -528635.000000 Penalty: 4172.158691
	Iteration 17Q: 3 clusters Score -528635 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -528654.000000 Penalty: 4172.158691
	Iteration 18Q: 3 clusters Score -528654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -528670.625000 Penalty: 4172.158691
	Iteration 19Q: 3 clusters Score -528670.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -528685.000000 Penalty: 4172.158691
	Iteration 20F: 3 clusters Score -528685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -528694.812500 Penalty: 4172.158691
	Iteration 21Q: 3 clusters Score -528694.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -528703.812500 Penalty: 4172.158691
	Iteration 22Q: 3 clusters Score -528703.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -528717.375000 Penalty: 4172.158691
	Iteration 23Q: 3 clusters Score -528717.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -528729.375000 Penalty: 4172.158691
	Iteration 24Q: 3 clusters Score -528729.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -528737.687500 Penalty: 4172.158691
	Iteration 25Q: 3 clusters Score -528737.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -528749.437500 Penalty: 4172.158691
	Iteration 26Q: 3 clusters Score -528749.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -528755.500000 Penalty: 4172.158691
	Iteration 27Q: 3 clusters Score -528755.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -528762.625000 Penalty: 4172.158691
	Iteration 28Q: 3 clusters Score -528762.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -528769.937500 Penalty: 4172.158691
	Iteration 29Q: 3 clusters Score -528769.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -528774.875000 Penalty: 4172.158691
	Iteration 30Q: 3 clusters Score -528774.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -528780.750000 Penalty: 4172.158691
	Iteration 31Q: 3 clusters Score -528780.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -528785.625000 Penalty: 4172.158691
	Iteration 32Q: 3 clusters Score -528785.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -528791.062500 Penalty: 4172.158691
	Iteration 33Q: 3 clusters Score -528791.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -528798.000000 Penalty: 4172.158691
	Iteration 34Q: 3 clusters Score -528798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -528805.250000 Penalty: 4172.158691
	Iteration 35Q: 3 clusters Score -528805.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -528817.312500 Penalty: 4172.158691
	Iteration 36Q: 3 clusters Score -528817.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -528832.187500 Penalty: 4172.158691
	Iteration 37Q: 3 clusters Score -528832.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -528844.437500 Penalty: 4172.158691
	Iteration 38Q: 3 clusters Score -528844.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -528855.687500 Penalty: 4172.158691
	Iteration 39Q: 3 clusters Score -528855.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -528865.812500 Penalty: 4172.158691
	Iteration 40F: 3 clusters Score -528865.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -528880.187500 Penalty: 4172.158691
	Iteration 41Q: 3 clusters Score -528880.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -528896.500000 Penalty: 4172.158691
	Iteration 42Q: 3 clusters Score -528896.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -528911.750000 Penalty: 4172.158691
	Iteration 43Q: 3 clusters Score -528911.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -528922.000000 Penalty: 4172.158691
	Iteration 44Q: 3 clusters Score -528922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -528928.500000 Penalty: 4172.158691
	Iteration 45Q: 3 clusters Score -528928.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -528932.437500 Penalty: 4172.158691
	Iteration 46Q: 3 clusters Score -528932.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -528936.687500 Penalty: 4172.158691
	Iteration 47Q: 3 clusters Score -528936.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -528940.375000 Penalty: 4172.158691
	Iteration 48Q: 3 clusters Score -528940.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -528942.562500 Penalty: 4172.158691
	Iteration 49Q: 3 clusters Score -528942.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -528945.625000 Penalty: 4172.158691
	Iteration 50Q: 3 clusters Score -528945.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -528947.125000 Penalty: 4172.158691
	Iteration 51Q: 3 clusters Score -528947.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -528950.125000 Penalty: 4172.158691
	Iteration 52Q: 3 clusters Score -528950.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -528951.937500 Penalty: 4172.158691
	Iteration 53Q: 3 clusters Score -528951.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -528952.562500 Penalty: 4172.158691
	Iteration 54Q: 3 clusters Score -528952.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -528954.937500 Penalty: 4172.158691
	Iteration 55Q: 3 clusters Score -528954.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -528957.000000 Penalty: 4172.158691
	Iteration 56Q: 3 clusters Score -528957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -528959.875000 Penalty: 4172.158691
	Iteration 57Q: 3 clusters Score -528959.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -528962.375000 Penalty: 4172.158691
	Iteration 58Q: 3 clusters Score -528962.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -528967.437500 Penalty: 4172.158691
	Iteration 59Q: 3 clusters Score -528967.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -528973.250000 Penalty: 4172.158691
	Iteration 60F: 3 clusters Score -528973.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -528979.625000 Penalty: 4172.158691
	Iteration 61Q: 3 clusters Score -528979.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -528984.750000 Penalty: 4172.158691
	Iteration 62Q: 3 clusters Score -528984.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -528987.875000 Penalty: 4172.158691
	Iteration 63Q: 3 clusters Score -528987.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -528991.312500 Penalty: 4172.158691
	Iteration 64Q: 3 clusters Score -528991.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -528993.000000 Penalty: 4172.158691
	Iteration 65Q: 3 clusters Score -528993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -528996.000000 Penalty: 4172.158691
	Iteration 66Q: 3 clusters Score -528996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -528997.062500 Penalty: 4172.158691
	Iteration 67Q: 3 clusters Score -528997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -528999.062500 Penalty: 4172.158691
	Iteration 68Q: 3 clusters Score -528999.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -528999.312500 Penalty: 4172.158691
	Iteration 69Q: 3 clusters Score -528999.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -528999.125000 Penalty: 4172.158691
	Iteration 70Q: 3 clusters Score -528999.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -528999.125000 Penalty: 4172.158691
	Iteration 71F: 3 clusters Score -528999.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -442866.593750 Penalty: 2044.594849
	Iteration 0F: 2 clusters Score -442866.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -439073.562500 Penalty: 4089.189697
	Iteration 0F: 3 clusters Score -439073.6 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -439929.500000 Penalty: 4089.189697
	Iteration 1F: 3 clusters Score -439929.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -440089.125000 Penalty: 4089.189697
	Iteration 2F: 3 clusters Score -440089.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -440194.125000 Penalty: 4089.189697
	Iteration 3Q: 3 clusters Score -440194.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -440264.500000 Penalty: 4089.189697
	Iteration 4Q: 3 clusters Score -440264.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -440322.156250 Penalty: 4089.189697
	Iteration 5Q: 3 clusters Score -440322.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -440373.343750 Penalty: 4089.189697
	Iteration 6Q: 3 clusters Score -440373.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -440423.031250 Penalty: 4089.189697
	Iteration 7Q: 3 clusters Score -440423 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -440458.437500 Penalty: 4089.189697
	Iteration 8Q: 3 clusters Score -440458.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -440488.562500 Penalty: 4089.189697
	Iteration 9Q: 3 clusters Score -440488.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -440512.875000 Penalty: 4089.189697
	Iteration 10Q: 3 clusters Score -440512.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -440538.250000 Penalty: 4089.189697
	Iteration 11Q: 3 clusters Score -440538.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -440574.093750 Penalty: 4089.189697
	Iteration 12Q: 3 clusters Score -440574.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -440625.406250 Penalty: 4089.189697
	Iteration 13Q: 3 clusters Score -440625.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -440700.531250 Penalty: 4089.189697
	Iteration 14Q: 3 clusters Score -440700.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -440774.156250 Penalty: 4089.189697
	Iteration 15Q: 3 clusters Score -440774.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -440859.437500 Penalty: 4089.189697
	Iteration 16Q: 3 clusters Score -440859.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -440970.687500 Penalty: 4089.189697
	Iteration 17Q: 3 clusters Score -440970.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -441126.406250 Penalty: 4089.189697
	Iteration 18Q: 3 clusters Score -441126.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -441277.468750 Penalty: 4089.189697
	Iteration 19Q: 3 clusters Score -441277.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -441398.125000 Penalty: 4089.189697
	Iteration 20F: 3 clusters Score -441398.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -441523.531250 Penalty: 4089.189697
	Iteration 21Q: 3 clusters Score -441523.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -441641.406250 Penalty: 4089.189697
	Iteration 22Q: 3 clusters Score -441641.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -441751.531250 Penalty: 4089.189697
	Iteration 23Q: 3 clusters Score -441751.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -441874.000000 Penalty: 4089.189697
	Iteration 24Q: 3 clusters Score -441874 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -441992.718750 Penalty: 4089.189697
	Iteration 25Q: 3 clusters Score -441992.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -442086.906250 Penalty: 4089.189697
	Iteration 26Q: 3 clusters Score -442086.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -442164.312500 Penalty: 4089.189697
	Iteration 27Q: 3 clusters Score -442164.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -442239.125000 Penalty: 4089.189697
	Iteration 28Q: 3 clusters Score -442239.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -442309.156250 Penalty: 4089.189697
	Iteration 29Q: 3 clusters Score -442309.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -442386.000000 Penalty: 4089.189697
	Iteration 30Q: 3 clusters Score -442386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -442452.843750 Penalty: 4089.189697
	Iteration 31Q: 3 clusters Score -442452.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -442508.093750 Penalty: 4089.189697
	Iteration 32Q: 3 clusters Score -442508.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -442549.750000 Penalty: 4089.189697
	Iteration 33Q: 3 clusters Score -442549.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -442581.375000 Penalty: 4089.189697
	Iteration 34Q: 3 clusters Score -442581.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -442603.625000 Penalty: 4089.189697
	Iteration 35Q: 3 clusters Score -442603.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -442626.718750 Penalty: 4089.189697
	Iteration 36Q: 3 clusters Score -442626.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -442659.062500 Penalty: 4089.189697
	Iteration 37Q: 3 clusters Score -442659.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -442695.750000 Penalty: 4089.189697
	Iteration 38Q: 3 clusters Score -442695.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -442721.500000 Penalty: 4089.189697
	Iteration 39Q: 3 clusters Score -442721.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -442746.406250 Penalty: 4089.189697
	Iteration 40F: 3 clusters Score -442746.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -442757.687500 Penalty: 4089.189697
	Iteration 41Q: 3 clusters Score -442757.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -442761.062500 Penalty: 4089.189697
	Iteration 42Q: 3 clusters Score -442761.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -442765.781250 Penalty: 4089.189697
	Iteration 43Q: 3 clusters Score -442765.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -442767.906250 Penalty: 4089.189697
	Iteration 44Q: 3 clusters Score -442767.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -442768.250000 Penalty: 4089.189697
	Iteration 45Q: 3 clusters Score -442768.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -442768.250000 Penalty: 4089.189697
	Iteration 46F: 3 clusters Score -442768.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58591 members 
Entering Unmasked Estep 
Score: -7184659.500000 Penalty: 2722.627441
	Iteration 0F: 2 clusters Score -7184660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -7145147.000000 Penalty: 5445.254883
	Iteration 0F: 3 clusters Score -7145147 nChanged 27257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -7160667.500000 Penalty: 5445.254883
	Iteration 1F: 3 clusters Score -7160668 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -7161481.000000 Penalty: 5445.254883
	Iteration 2Q: 3 clusters Score -7161481 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -7162577.500000 Penalty: 5445.254883
	Iteration 3Q: 3 clusters Score -7162578 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -7164190.000000 Penalty: 5445.254883
	Iteration 4F: 3 clusters Score -7164190 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -7166600.000000 Penalty: 5445.254883
	Iteration 5F: 3 clusters Score -7166600 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -7170319.000000 Penalty: 5445.254883
	Iteration 6F: 3 clusters Score -7170319 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -7174800.500000 Penalty: 5445.254883
	Iteration 7F: 3 clusters Score -7174800 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -7178663.000000 Penalty: 5445.254883
	Iteration 8F: 3 clusters Score -7178663 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56956 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7180731.500000 Penalty: 5445.254883
	Iteration 9Q: 3 clusters Score -7180732 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57886 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7181632.000000 Penalty: 5445.254883
	Iteration 10Q: 3 clusters Score -7181632 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7181936.000000 Penalty: 5445.254883
	Iteration 11Q: 3 clusters Score -7181936 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7182059.500000 Penalty: 5445.254883
	Iteration 12Q: 3 clusters Score -7182060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58311 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7182095.000000 Penalty: 5445.254883
	Iteration 13Q: 3 clusters Score -7182095 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7182136.000000 Penalty: 5445.254883
	Iteration 14Q: 3 clusters Score -7182136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58344 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7182158.500000 Penalty: 5445.254883
	Iteration 15Q: 3 clusters Score -7182158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58352 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7182174.000000 Penalty: 5445.254883
	Iteration 16Q: 3 clusters Score -7182174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58357 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7182190.500000 Penalty: 5445.254883
	Iteration 17Q: 3 clusters Score -7182190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7182201.000000 Penalty: 5445.254883
	Iteration 18Q: 3 clusters Score -7182201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7182205.500000 Penalty: 5445.254883
	Iteration 19Q: 3 clusters Score -7182206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7182213.000000 Penalty: 5445.254883
	Iteration 20F: 3 clusters Score -7182213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7182224.000000 Penalty: 5445.254883
	Iteration 21Q: 3 clusters Score -7182224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7182229.000000 Penalty: 5445.254883
	Iteration 22Q: 3 clusters Score -7182229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7182231.500000 Penalty: 5445.254883
	Iteration 23Q: 3 clusters Score -7182232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7182231.500000 Penalty: 5445.254883
	Iteration 24Q: 3 clusters Score -7182232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7182234.000000 Penalty: 5445.254883
	Iteration 25Q: 3 clusters Score -7182234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7182233.000000 Penalty: 5445.254883
	Iteration 26Q: 3 clusters Score -7182233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58376 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7182234.000000 Penalty: 5445.254883
	Iteration 27Q: 3 clusters Score -7182234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7182228.500000 Penalty: 5445.254883
	Iteration 28Q: 3 clusters Score -7182228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7182235.000000 Penalty: 5445.254883
	Iteration 29Q: 3 clusters Score -7182235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7182235.000000 Penalty: 5445.254883
	Iteration 30F: 3 clusters Score -7182235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Entering Unmasked Estep 
Score: -308843.250000 Penalty: 1949.325928
	Iteration 0F: 2 clusters Score -308843.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -305950.875000 Penalty: 3898.651855
	Iteration 0F: 3 clusters Score -305950.9 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -306893.593750 Penalty: 3898.651855
	Iteration 1F: 3 clusters Score -306893.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -307413.656250 Penalty: 3898.651855
	Iteration 2F: 3 clusters Score -307413.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -307897.625000 Penalty: 3898.651855
	Iteration 3F: 3 clusters Score -307897.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -308193.250000 Penalty: 3898.651855
	Iteration 4F: 3 clusters Score -308193.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -308324.375000 Penalty: 3898.651855
	Iteration 5Q: 3 clusters Score -308324.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -308372.656250 Penalty: 3898.651855
	Iteration 6Q: 3 clusters Score -308372.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -308397.156250 Penalty: 3898.651855
	Iteration 7Q: 3 clusters Score -308397.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -308417.187500 Penalty: 3898.651855
	Iteration 8Q: 3 clusters Score -308417.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -308437.562500 Penalty: 3898.651855
	Iteration 9Q: 3 clusters Score -308437.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -308445.906250 Penalty: 3898.651855
	Iteration 10Q: 3 clusters Score -308445.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -308451.125000 Penalty: 3898.651855
	Iteration 11Q: 3 clusters Score -308451.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -308454.906250 Penalty: 3898.651855
	Iteration 12Q: 3 clusters Score -308454.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -308459.531250 Penalty: 3898.651855
	Iteration 13Q: 3 clusters Score -308459.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -308465.375000 Penalty: 3898.651855
	Iteration 14Q: 3 clusters Score -308465.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -308468.562500 Penalty: 3898.651855
	Iteration 15Q: 3 clusters Score -308468.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -308469.500000 Penalty: 3898.651855
	Iteration 16Q: 3 clusters Score -308469.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -308471.218750 Penalty: 3898.651855
	Iteration 17Q: 3 clusters Score -308471.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -308471.593750 Penalty: 3898.651855
	Iteration 18Q: 3 clusters Score -308471.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -308473.406250 Penalty: 3898.651855
	Iteration 19Q: 3 clusters Score -308473.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -308475.937500 Penalty: 3898.651855
	Iteration 20F: 3 clusters Score -308475.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -308476.906250 Penalty: 3898.651855
	Iteration 21Q: 3 clusters Score -308476.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -308476.906250 Penalty: 3898.651855
	Iteration 22F: 3 clusters Score -308476.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (69482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69482 members 
Entering Unmasked Estep 
Score: -8374510.500000 Penalty: 2764.907959
	Iteration 0F: 2 clusters Score -8374510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -8327863.000000 Penalty: 5529.815918
	Iteration 0F: 3 clusters Score -8327863 nChanged 32544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -8346043.000000 Penalty: 5529.815918
	Iteration 1F: 3 clusters Score -8346043 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -8346650.000000 Penalty: 5529.815918
	Iteration 2Q: 3 clusters Score -8346650 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -8347357.500000 Penalty: 5529.815918
	Iteration 3Q: 3 clusters Score -8347358 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -8348060.000000 Penalty: 5529.815918
	Iteration 4Q: 3 clusters Score -8348060 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -8349070.500000 Penalty: 5529.815918
	Iteration 5Q: 3 clusters Score -8349070 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -8350616.000000 Penalty: 5529.815918
	Iteration 6Q: 3 clusters Score -8350616 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -8353074.500000 Penalty: 5529.815918
	Iteration 7F: 3 clusters Score -8353074 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -8356945.500000 Penalty: 5529.815918
	Iteration 8F: 3 clusters Score -8356946 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 59041 members 
Entering Unmasked Estep 
Score: -8361903.500000 Penalty: 5529.815918
	Iteration 9F: 3 clusters Score -8361904 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -8366539.000000 Penalty: 5529.815918
	Iteration 10F: 3 clusters Score -8366539 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 66946 members 
Entering Unmasked Estep 
Score: -8369623.000000 Penalty: 5529.815918
	Iteration 11Q: 3 clusters Score -8369623 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 68464 members 
Entering Unmasked Estep 
Score: -8371054.000000 Penalty: 5529.815918
	Iteration 12Q: 3 clusters Score -8371054 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 69048 members 
Entering Unmasked Estep 
Score: -8371674.500000 Penalty: 5529.815918
	Iteration 13Q: 3 clusters Score -8371674 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 69203 members 
Entering Unmasked Estep 
Score: -8371888.000000 Penalty: 5529.815918
	Iteration 14Q: 3 clusters Score -8371888 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 69249 members 
Entering Unmasked Estep 
Score: -8371981.500000 Penalty: 5529.815918
	Iteration 15Q: 3 clusters Score -8371982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 69267 members 
Entering Unmasked Estep 
Score: -8372029.000000 Penalty: 5529.815918
	Iteration 16Q: 3 clusters Score -8372029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 69275 members 
Entering Unmasked Estep 
Score: -8372062.500000 Penalty: 5529.815918
	Iteration 17Q: 3 clusters Score -8372062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 69280 members 
Entering Unmasked Estep 
Score: -8372082.000000 Penalty: 5529.815918
	Iteration 18Q: 3 clusters Score -8372082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 69283 members 
Entering Unmasked Estep 
Score: -8372088.000000 Penalty: 5529.815918
	Iteration 19Q: 3 clusters Score -8372088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 69286 members 
Entering Unmasked Estep 
Score: -8372092.000000 Penalty: 5529.815918
	Iteration 20F: 3 clusters Score -8372092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 69288 members 
Entering Unmasked Estep 
Score: -8372104.500000 Penalty: 5529.815918
	Iteration 21Q: 3 clusters Score -8372104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 69292 members 
Entering Unmasked Estep 
Score: -8372118.500000 Penalty: 5529.815918
	Iteration 22Q: 3 clusters Score -8372118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 69293 members 
Entering Unmasked Estep 
Score: -8372122.000000 Penalty: 5529.815918
	Iteration 23Q: 3 clusters Score -8372122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 69294 members 
Entering Unmasked Estep 
Score: -8372122.000000 Penalty: 5529.815918
	Iteration 24Q: 3 clusters Score -8372122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 69295 members 
Entering Unmasked Estep 
Score: -8372123.500000 Penalty: 5529.815918
	Iteration 25Q: 3 clusters Score -8372124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 69296 members 
Entering Unmasked Estep 
Score: -8372130.000000 Penalty: 5529.815918
	Iteration 26Q: 3 clusters Score -8372130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 69297 members 
Entering Unmasked Estep 
Score: -8372128.500000 Penalty: 5529.815918
	Iteration 27Q: 3 clusters Score -8372128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 69296 members 
Entering Unmasked Estep 
Score: -8372133.500000 Penalty: 5529.815918
	Iteration 28Q: 3 clusters Score -8372134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 69296 members 
Entering Unmasked Estep 
Score: -8372133.500000 Penalty: 5529.815918
	Iteration 29F: 3 clusters Score -8372134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Entering Unmasked Estep 
Score: -1429099.125000 Penalty: 2331.028076
	Iteration 0F: 2 clusters Score -1429099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1420099.875000 Penalty: 4662.056152
	Iteration 0F: 3 clusters Score -1420100 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1422975.625000 Penalty: 4662.056152
	Iteration 1F: 3 clusters Score -1422976 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1423620.250000 Penalty: 4662.056152
	Iteration 2F: 3 clusters Score -1423620 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1424533.250000 Penalty: 4662.056152
	Iteration 3F: 3 clusters Score -1424533 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1425590.125000 Penalty: 4662.056152
	Iteration 4F: 3 clusters Score -1425590 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1426508.875000 Penalty: 4662.056152
	Iteration 5F: 3 clusters Score -1426509 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1427086.750000 Penalty: 4662.056152
	Iteration 6F: 3 clusters Score -1427087 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1427363.750000 Penalty: 4662.056152
	Iteration 7Q: 3 clusters Score -1427364 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1427521.875000 Penalty: 4662.056152
	Iteration 8Q: 3 clusters Score -1427522 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1427611.375000 Penalty: 4662.056152
	Iteration 9Q: 3 clusters Score -1427611 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1427674.875000 Penalty: 4662.056152
	Iteration 10Q: 3 clusters Score -1427675 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1427735.750000 Penalty: 4662.056152
	Iteration 11Q: 3 clusters Score -1427736 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1427802.750000 Penalty: 4662.056152
	Iteration 12Q: 3 clusters Score -1427803 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1427880.375000 Penalty: 4662.056152
	Iteration 13Q: 3 clusters Score -1427880 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1427973.250000 Penalty: 4662.056152
	Iteration 14Q: 3 clusters Score -1427973 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1428074.500000 Penalty: 4662.056152
	Iteration 15Q: 3 clusters Score -1428074 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1428184.125000 Penalty: 4662.056152
	Iteration 16Q: 3 clusters Score -1428184 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1428277.375000 Penalty: 4662.056152
	Iteration 17Q: 3 clusters Score -1428277 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1428358.500000 Penalty: 4662.056152
	Iteration 18Q: 3 clusters Score -1428358 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1428423.500000 Penalty: 4662.056152
	Iteration 19Q: 3 clusters Score -1428424 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1428464.500000 Penalty: 4662.056152
	Iteration 20F: 3 clusters Score -1428464 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1428511.875000 Penalty: 4662.056152
	Iteration 21Q: 3 clusters Score -1428512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1428547.000000 Penalty: 4662.056152
	Iteration 22Q: 3 clusters Score -1428547 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1428571.125000 Penalty: 4662.056152
	Iteration 23Q: 3 clusters Score -1428571 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1428591.500000 Penalty: 4662.056152
	Iteration 24Q: 3 clusters Score -1428592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1428612.625000 Penalty: 4662.056152
	Iteration 25Q: 3 clusters Score -1428613 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1428625.875000 Penalty: 4662.056152
	Iteration 26Q: 3 clusters Score -1428626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1428632.625000 Penalty: 4662.056152
	Iteration 27Q: 3 clusters Score -1428633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1428634.500000 Penalty: 4662.056152
	Iteration 28Q: 3 clusters Score -1428634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1428643.875000 Penalty: 4662.056152
	Iteration 29Q: 3 clusters Score -1428644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1428650.875000 Penalty: 4662.056152
	Iteration 30Q: 3 clusters Score -1428651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1428654.250000 Penalty: 4662.056152
	Iteration 31Q: 3 clusters Score -1428654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1428654.250000 Penalty: 4662.056152
	Iteration 32Q: 3 clusters Score -1428654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1428658.125000 Penalty: 4662.056152
	Iteration 33Q: 3 clusters Score -1428658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1428655.875000 Penalty: 4662.056152
	Iteration 34Q: 3 clusters Score -1428656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1428658.625000 Penalty: 4662.056152
	Iteration 35Q: 3 clusters Score -1428659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1428659.125000 Penalty: 4662.056152
	Iteration 36Q: 3 clusters Score -1428659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1428660.625000 Penalty: 4662.056152
	Iteration 37Q: 3 clusters Score -1428661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1428659.625000 Penalty: 4662.056152
	Iteration 38Q: 3 clusters Score -1428660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1428661.250000 Penalty: 4662.056152
	Iteration 39Q: 3 clusters Score -1428661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1428659.750000 Penalty: 4662.056152
	Iteration 40F: 3 clusters Score -1428660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1428663.125000 Penalty: 4662.056152
	Iteration 41Q: 3 clusters Score -1428663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1428663.500000 Penalty: 4662.056152
	Iteration 42Q: 3 clusters Score -1428664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1428663.500000 Penalty: 4662.056152
	Iteration 43F: 3 clusters Score -1428664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Entering Unmasked Estep 
Score: -1075402.750000 Penalty: 2258.915283
	Iteration 0F: 2 clusters Score -1075403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1068278.625000 Penalty: 4517.830566
	Iteration 0F: 3 clusters Score -1068279 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1070271.000000 Penalty: 4517.830566
	Iteration 1F: 3 clusters Score -1070271 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1070565.500000 Penalty: 4517.830566
	Iteration 2F: 3 clusters Score -1070566 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1070787.125000 Penalty: 4517.830566
	Iteration 3F: 3 clusters Score -1070787 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1070993.625000 Penalty: 4517.830566
	Iteration 4Q: 3 clusters Score -1070994 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1071196.750000 Penalty: 4517.830566
	Iteration 5Q: 3 clusters Score -1071197 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1071439.625000 Penalty: 4517.830566
	Iteration 6Q: 3 clusters Score -1071440 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1071728.625000 Penalty: 4517.830566
	Iteration 7Q: 3 clusters Score -1071729 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1072078.500000 Penalty: 4517.830566
	Iteration 8F: 3 clusters Score -1072078 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1072431.250000 Penalty: 4517.830566
	Iteration 9F: 3 clusters Score -1072431 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1072755.125000 Penalty: 4517.830566
	Iteration 10Q: 3 clusters Score -1072755 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1073018.750000 Penalty: 4517.830566
	Iteration 11Q: 3 clusters Score -1073019 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1073229.375000 Penalty: 4517.830566
	Iteration 12Q: 3 clusters Score -1073229 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1073357.500000 Penalty: 4517.830566
	Iteration 13Q: 3 clusters Score -1073358 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1073443.875000 Penalty: 4517.830566
	Iteration 14Q: 3 clusters Score -1073444 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1073488.375000 Penalty: 4517.830566
	Iteration 15Q: 3 clusters Score -1073488 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1073520.875000 Penalty: 4517.830566
	Iteration 16Q: 3 clusters Score -1073521 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1073546.125000 Penalty: 4517.830566
	Iteration 17Q: 3 clusters Score -1073546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1073568.375000 Penalty: 4517.830566
	Iteration 18Q: 3 clusters Score -1073568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1073587.125000 Penalty: 4517.830566
	Iteration 19Q: 3 clusters Score -1073587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1073601.750000 Penalty: 4517.830566
	Iteration 20F: 3 clusters Score -1073602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1073612.250000 Penalty: 4517.830566
	Iteration 21Q: 3 clusters Score -1073612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1073616.875000 Penalty: 4517.830566
	Iteration 22Q: 3 clusters Score -1073617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1073625.375000 Penalty: 4517.830566
	Iteration 23Q: 3 clusters Score -1073625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1073629.875000 Penalty: 4517.830566
	Iteration 24Q: 3 clusters Score -1073630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1073640.375000 Penalty: 4517.830566
	Iteration 25Q: 3 clusters Score -1073640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1073648.750000 Penalty: 4517.830566
	Iteration 26Q: 3 clusters Score -1073649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1073649.625000 Penalty: 4517.830566
	Iteration 27Q: 3 clusters Score -1073650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1073650.750000 Penalty: 4517.830566
	Iteration 28Q: 3 clusters Score -1073651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1073652.125000 Penalty: 4517.830566
	Iteration 29Q: 3 clusters Score -1073652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1073654.750000 Penalty: 4517.830566
	Iteration 30Q: 3 clusters Score -1073655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1073656.250000 Penalty: 4517.830566
	Iteration 31Q: 3 clusters Score -1073656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1073657.875000 Penalty: 4517.830566
	Iteration 32Q: 3 clusters Score -1073658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1073659.625000 Penalty: 4517.830566
	Iteration 33Q: 3 clusters Score -1073660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1073662.000000 Penalty: 4517.830566
	Iteration 34Q: 3 clusters Score -1073662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1073662.375000 Penalty: 4517.830566
	Iteration 35Q: 3 clusters Score -1073662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1073663.250000 Penalty: 4517.830566
	Iteration 36Q: 3 clusters Score -1073663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1073664.500000 Penalty: 4517.830566
	Iteration 37Q: 3 clusters Score -1073664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1073662.875000 Penalty: 4517.830566
	Iteration 38Q: 3 clusters Score -1073663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1073664.500000 Penalty: 4517.830566
	Iteration 39Q: 3 clusters Score -1073664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1073664.500000 Penalty: 4517.830566
	Iteration 40F: 3 clusters Score -1073664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Entering Unmasked Estep 
Score: -8068347.000000 Penalty: 2750.343750
	Iteration 0F: 2 clusters Score -8068347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -8024426.500000 Penalty: 5500.687500
	Iteration 0F: 3 clusters Score -8024426 nChanged 30667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -8042346.500000 Penalty: 5500.687500
	Iteration 1F: 3 clusters Score -8042346 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -8043870.500000 Penalty: 5500.687500
	Iteration 2F: 3 clusters Score -8043870 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -8046238.000000 Penalty: 5500.687500
	Iteration 3F: 3 clusters Score -8046238 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -8049838.000000 Penalty: 5500.687500
	Iteration 4F: 3 clusters Score -8049838 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -8054171.500000 Penalty: 5500.687500
	Iteration 5F: 3 clusters Score -8054172 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -8058497.500000 Penalty: 5500.687500
	Iteration 6F: 3 clusters Score -8058498 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55818 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -8061587.500000 Penalty: 5500.687500
	Iteration 7F: 3 clusters Score -8061588 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -8063431.500000 Penalty: 5500.687500
	Iteration 8Q: 3 clusters Score -8063432 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -8064339.500000 Penalty: 5500.687500
	Iteration 9Q: 3 clusters Score -8064340 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -8064832.500000 Penalty: 5500.687500
	Iteration 10Q: 3 clusters Score -8064832 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59838 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -8065110.000000 Penalty: 5500.687500
	Iteration 11Q: 3 clusters Score -8065110 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60293 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -8065316.000000 Penalty: 5500.687500
	Iteration 12Q: 3 clusters Score -8065316 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60673 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -8065507.000000 Penalty: 5500.687500
	Iteration 13Q: 3 clusters Score -8065507 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61016 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -8065626.500000 Penalty: 5500.687500
	Iteration 14Q: 3 clusters Score -8065626 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -8065743.500000 Penalty: 5500.687500
	Iteration 15Q: 3 clusters Score -8065744 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -8065828.000000 Penalty: 5500.687500
	Iteration 16Q: 3 clusters Score -8065828 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61779 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -8065876.500000 Penalty: 5500.687500
	Iteration 17Q: 3 clusters Score -8065876 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -8065960.000000 Penalty: 5500.687500
	Iteration 18Q: 3 clusters Score -8065960 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -8066005.500000 Penalty: 5500.687500
	Iteration 19Q: 3 clusters Score -8066006 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62207 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -8066057.500000 Penalty: 5500.687500
	Iteration 20F: 3 clusters Score -8066058 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62312 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -8066054.000000 Penalty: 5500.687500
	Iteration 21Q: 3 clusters Score -8066054 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -8066083.000000 Penalty: 5500.687500
	Iteration 22Q: 3 clusters Score -8066083 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62487 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -8066108.500000 Penalty: 5500.687500
	Iteration 23Q: 3 clusters Score -8066108 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -8066111.500000 Penalty: 5500.687500
	Iteration 24Q: 3 clusters Score -8066112 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62616 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -8066124.000000 Penalty: 5500.687500
	Iteration 25Q: 3 clusters Score -8066124 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -8066132.000000 Penalty: 5500.687500
	Iteration 26Q: 3 clusters Score -8066132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62746 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -8066136.000000 Penalty: 5500.687500
	Iteration 27Q: 3 clusters Score -8066136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8066167.000000 Penalty: 5500.687500
	Iteration 28Q: 3 clusters Score -8066167 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -8066172.000000 Penalty: 5500.687500
	Iteration 29Q: 3 clusters Score -8066172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8066174.000000 Penalty: 5500.687500
	Iteration 30Q: 3 clusters Score -8066174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -8066173.000000 Penalty: 5500.687500
	Iteration 31Q: 3 clusters Score -8066173 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62995 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -8066171.500000 Penalty: 5500.687500
	Iteration 32Q: 3 clusters Score -8066172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -8066171.500000 Penalty: 5500.687500
	Iteration 33Q: 3 clusters Score -8066172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -8066168.500000 Penalty: 5500.687500
	Iteration 34Q: 3 clusters Score -8066168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -8066177.000000 Penalty: 5500.687500
	Iteration 35Q: 3 clusters Score -8066177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63099 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -8066174.500000 Penalty: 5500.687500
	Iteration 36Q: 3 clusters Score -8066174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63123 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8066170.000000 Penalty: 5500.687500
	Iteration 37Q: 3 clusters Score -8066170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63149 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8066185.000000 Penalty: 5500.687500
	Iteration 38Q: 3 clusters Score -8066185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -8066192.000000 Penalty: 5500.687500
	Iteration 39Q: 3 clusters Score -8066192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -8066191.000000 Penalty: 5500.687500
	Iteration 40F: 3 clusters Score -8066191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63203 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -8066196.500000 Penalty: 5500.687500
	Iteration 41Q: 3 clusters Score -8066196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63217 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8066201.500000 Penalty: 5500.687500
	Iteration 42Q: 3 clusters Score -8066202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63235 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -8066204.000000 Penalty: 5500.687500
	Iteration 43Q: 3 clusters Score -8066204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63253 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -8066211.500000 Penalty: 5500.687500
	Iteration 44Q: 3 clusters Score -8066212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63265 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -8066228.000000 Penalty: 5500.687500
	Iteration 45Q: 3 clusters Score -8066228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63276 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -8066223.500000 Penalty: 5500.687500
	Iteration 46Q: 3 clusters Score -8066224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63288 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -8066218.000000 Penalty: 5500.687500
	Iteration 47Q: 3 clusters Score -8066218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63297 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -8066222.500000 Penalty: 5500.687500
	Iteration 48Q: 3 clusters Score -8066222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63309 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -8066220.000000 Penalty: 5500.687500
	Iteration 49Q: 3 clusters Score -8066220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -8066218.500000 Penalty: 5500.687500
	Iteration 50Q: 3 clusters Score -8066218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63337 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8066217.500000 Penalty: 5500.687500
	Iteration 51Q: 3 clusters Score -8066218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -8066209.000000 Penalty: 5500.687500
	Iteration 52Q: 3 clusters Score -8066209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63365 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -8066216.000000 Penalty: 5500.687500
	Iteration 53Q: 3 clusters Score -8066216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63372 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -8066223.500000 Penalty: 5500.687500
	Iteration 54Q: 3 clusters Score -8066224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8066219.500000 Penalty: 5500.687500
	Iteration 55Q: 3 clusters Score -8066220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8066223.500000 Penalty: 5500.687500
	Iteration 56Q: 3 clusters Score -8066224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63390 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8066223.000000 Penalty: 5500.687500
	Iteration 57Q: 3 clusters Score -8066223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63397 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -8066236.500000 Penalty: 5500.687500
	Iteration 58Q: 3 clusters Score -8066236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -8066238.000000 Penalty: 5500.687500
	Iteration 59Q: 3 clusters Score -8066238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63410 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -8066233.000000 Penalty: 5500.687500
	Iteration 60F: 3 clusters Score -8066233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8066238.500000 Penalty: 5500.687500
	Iteration 61Q: 3 clusters Score -8066238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63419 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8066243.500000 Penalty: 5500.687500
	Iteration 62Q: 3 clusters Score -8066244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63423 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8066249.000000 Penalty: 5500.687500
	Iteration 63Q: 3 clusters Score -8066249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63428 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8066245.000000 Penalty: 5500.687500
	Iteration 64Q: 3 clusters Score -8066245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8066246.500000 Penalty: 5500.687500
	Iteration 65Q: 3 clusters Score -8066246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8066243.500000 Penalty: 5500.687500
	Iteration 66Q: 3 clusters Score -8066244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8066243.500000 Penalty: 5500.687500
	Iteration 67F: 3 clusters Score -8066244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Entering Unmasked Estep 
Score: -72705.585938 Penalty: 1629.578979
	Iteration 0F: 2 clusters Score -72705.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71039.328125 Penalty: 3259.157959
	Iteration 0F: 3 clusters Score -71039.33 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -71563.320312 Penalty: 3259.157959
	Iteration 1F: 3 clusters Score -71563.32 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71987.414062 Penalty: 3259.157959
	Iteration 2F: 3 clusters Score -71987.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -72291.367188 Penalty: 3259.157959
	Iteration 3F: 3 clusters Score -72291.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -72405.703125 Penalty: 3259.157959
	Iteration 4F: 3 clusters Score -72405.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -72512.976562 Penalty: 3259.157959
	Iteration 5Q: 3 clusters Score -72512.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -72578.710938 Penalty: 3259.157959
	Iteration 6Q: 3 clusters Score -72578.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -72633.414062 Penalty: 3259.157959
	Iteration 7Q: 3 clusters Score -72633.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -72772.906250 Penalty: 3259.157959
	Iteration 8Q: 3 clusters Score -72772.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -72837.148438 Penalty: 3259.157959
	Iteration 9Q: 3 clusters Score -72837.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -72885.804688 Penalty: 3259.157959
	Iteration 10Q: 3 clusters Score -72885.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -72901.765625 Penalty: 3259.157959
	Iteration 11Q: 3 clusters Score -72901.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -72908.960938 Penalty: 3259.157959
	Iteration 12Q: 3 clusters Score -72908.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -72908.960938 Penalty: 3259.157959
	Iteration 13F: 3 clusters Score -72908.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 262153 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 60863 members 
Mstep: Class 4 contains 17619 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182364 members 
Mstep: Class 7 contains 25586 members 
Mstep: Class 8 contains 8197 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58591 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69482 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65519 members 
Mstep: Class 17 contains 139 members 
Mstep: Class 18 contains 250495 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 8133 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5604 members 
Mstep: Class 25 contains 35072 members 
Mstep: Class 26 contains 10163 members 
Mstep: Class 27 contains 11865 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38358 members 
Mstep: Class 30 contains 12923 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 27548 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25031 members 
Mstep: Class 36 contains 494 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 765 members 
Mstep: Class 40 contains 8581 members 
Mstep: Class 41 contains 575 members 
Entering Unmasked Estep 
Score: -148060736.000000 Penalty: 142708.921875
Splitting cluster 17 changes total score from -148062208.000000 to -148060736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (250495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250495 members 
Entering Unmasked Estep 
Score: -30715132.000000 Penalty: 3082.936279
	Iteration 0F: 2 clusters Score -3.071513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125928 members 
Mstep: Class 2 contains 124567 members 
Entering Unmasked Estep 
Score: -30556428.000000 Penalty: 6165.872559
	Iteration 0F: 3 clusters Score -3.055643e+07 nChanged 121135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136879 members 
Mstep: Class 2 contains 113616 members 
Entering Unmasked Estep 
Score: -30628550.000000 Penalty: 6165.872559
	Iteration 1F: 3 clusters Score -3.062855e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144140 members 
Mstep: Class 2 contains 106355 members 
Entering Unmasked Estep 
Score: -30631156.000000 Penalty: 6165.872559
	Iteration 2Q: 3 clusters Score -3.063116e+07 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155399 members 
Mstep: Class 2 contains 95096 members 
Entering Unmasked Estep 
Score: -30636556.000000 Penalty: 6165.872559
	Iteration 3Q: 3 clusters Score -3.063656e+07 nChanged 16998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172263 members 
Mstep: Class 2 contains 78232 members 
Entering Unmasked Estep 
Score: -30647528.000000 Penalty: 6165.872559
	Iteration 4F: 3 clusters Score -3.064753e+07 nChanged 23053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195282 members 
Mstep: Class 2 contains 55213 members 
Entering Unmasked Estep 
Score: -30666466.000000 Penalty: 6165.872559
	Iteration 5F: 3 clusters Score -3.066647e+07 nChanged 24820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220092 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -30687764.000000 Penalty: 6165.872559
	Iteration 6F: 3 clusters Score -3.068776e+07 nChanged 17921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238013 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -30702826.000000 Penalty: 6165.872559
	Iteration 7F: 3 clusters Score -3.070283e+07 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246207 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -30709320.000000 Penalty: 6165.872559
	Iteration 8Q: 3 clusters Score -3.070932e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248942 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -30711362.000000 Penalty: 6165.872559
	Iteration 9Q: 3 clusters Score -3.071136e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249718 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -30712016.000000 Penalty: 6165.872559
	Iteration 10Q: 3 clusters Score -3.071202e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249943 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -30712248.000000 Penalty: 6165.872559
	Iteration 11Q: 3 clusters Score -3.071225e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250010 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -30712348.000000 Penalty: 6165.872559
	Iteration 12Q: 3 clusters Score -3.071235e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250048 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -30712404.000000 Penalty: 6165.872559
	Iteration 13Q: 3 clusters Score -3.07124e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250063 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -30712426.000000 Penalty: 6165.872559
	Iteration 14Q: 3 clusters Score -3.071243e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250074 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -30712462.000000 Penalty: 6165.872559
	Iteration 15Q: 3 clusters Score -3.071246e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250083 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -30712460.000000 Penalty: 6165.872559
	Iteration 16Q: 3 clusters Score -3.071246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250083 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -30712476.000000 Penalty: 6165.872559
	Iteration 17Q: 3 clusters Score -3.071248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250089 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -30712476.000000 Penalty: 6165.872559
	Iteration 18Q: 3 clusters Score -3.071248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250091 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -30712484.000000 Penalty: 6165.872559
	Iteration 19Q: 3 clusters Score -3.071248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250093 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -30712478.000000 Penalty: 6165.872559
	Iteration 20F: 3 clusters Score -3.071248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250095 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -30712482.000000 Penalty: 6165.872559
	Iteration 21Q: 3 clusters Score -3.071248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250096 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -30712482.000000 Penalty: 6165.872559
	Iteration 22Q: 3 clusters Score -3.071248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250097 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -30712482.000000 Penalty: 6165.872559
	Iteration 23Q: 3 clusters Score -3.071248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250097 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -30712484.000000 Penalty: 6165.872559
	Iteration 24Q: 3 clusters Score -3.071248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250098 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -30712476.000000 Penalty: 6165.872559
	Iteration 25Q: 3 clusters Score -3.071248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250099 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -30712496.000000 Penalty: 6165.872559
	Iteration 26Q: 3 clusters Score -3.07125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250102 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -30712478.000000 Penalty: 6165.872559
	Iteration 27Q: 3 clusters Score -3.071248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250101 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -30712490.000000 Penalty: 6165.872559
	Iteration 28Q: 3 clusters Score -3.071249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250102 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -30712496.000000 Penalty: 6165.872559
	Iteration 29Q: 3 clusters Score -3.07125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250102 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -30712496.000000 Penalty: 6165.872559
	Iteration 30F: 3 clusters Score -3.07125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -20226.056641 Penalty: 1324.898926
	Iteration 0F: 2 clusters Score -20226.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19094.257812 Penalty: 2649.797852
	Iteration 0F: 3 clusters Score -19094.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19140.388672 Penalty: 2649.797852
	Iteration 1F: 3 clusters Score -19140.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -19148.013672 Penalty: 2649.797852
	Iteration 2Q: 3 clusters Score -19148.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19173.570312 Penalty: 2649.797852
	Iteration 3Q: 3 clusters Score -19173.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -19192.736328 Penalty: 2649.797852
	Iteration 4Q: 3 clusters Score -19192.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -19219.333984 Penalty: 2649.797852
	Iteration 5Q: 3 clusters Score -19219.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19224.117188 Penalty: 2649.797852
	Iteration 6Q: 3 clusters Score -19224.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -19224.117188 Penalty: 2649.797852
	Iteration 7F: 3 clusters Score -19224.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Entering Unmasked Estep 
Score: -958900.562500 Penalty: 2232.913818
	Iteration 0F: 2 clusters Score -958900.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -952380.562500 Penalty: 4465.827637
	Iteration 0F: 3 clusters Score -952380.6 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -954135.500000 Penalty: 4465.827637
	Iteration 1F: 3 clusters Score -954135.5 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -954404.937500 Penalty: 4465.827637
	Iteration 2F: 3 clusters Score -954404.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -954579.000000 Penalty: 4465.827637
	Iteration 3Q: 3 clusters Score -954579 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -954714.437500 Penalty: 4465.827637
	Iteration 4Q: 3 clusters Score -954714.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -954853.437500 Penalty: 4465.827637
	Iteration 5Q: 3 clusters Score -954853.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -954988.187500 Penalty: 4465.827637
	Iteration 6Q: 3 clusters Score -954988.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -955136.625000 Penalty: 4465.827637
	Iteration 7Q: 3 clusters Score -955136.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -955272.125000 Penalty: 4465.827637
	Iteration 8Q: 3 clusters Score -955272.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -955437.062500 Penalty: 4465.827637
	Iteration 9Q: 3 clusters Score -955437.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -955635.750000 Penalty: 4465.827637
	Iteration 10Q: 3 clusters Score -955635.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -955840.937500 Penalty: 4465.827637
	Iteration 11Q: 3 clusters Score -955840.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -956038.125000 Penalty: 4465.827637
	Iteration 12Q: 3 clusters Score -956038.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -956240.187500 Penalty: 4465.827637
	Iteration 13Q: 3 clusters Score -956240.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -956405.000000 Penalty: 4465.827637
	Iteration 14Q: 3 clusters Score -956405 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -956530.687500 Penalty: 4465.827637
	Iteration 15Q: 3 clusters Score -956530.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -956642.750000 Penalty: 4465.827637
	Iteration 16Q: 3 clusters Score -956642.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -956778.437500 Penalty: 4465.827637
	Iteration 17Q: 3 clusters Score -956778.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -956897.125000 Penalty: 4465.827637
	Iteration 18Q: 3 clusters Score -956897.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -956980.750000 Penalty: 4465.827637
	Iteration 19Q: 3 clusters Score -956980.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -957043.312500 Penalty: 4465.827637
	Iteration 20F: 3 clusters Score -957043.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -957081.625000 Penalty: 4465.827637
	Iteration 21Q: 3 clusters Score -957081.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -957119.687500 Penalty: 4465.827637
	Iteration 22Q: 3 clusters Score -957119.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -957147.750000 Penalty: 4465.827637
	Iteration 23Q: 3 clusters Score -957147.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -957180.125000 Penalty: 4465.827637
	Iteration 24Q: 3 clusters Score -957180.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -957207.312500 Penalty: 4465.827637
	Iteration 25Q: 3 clusters Score -957207.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -957222.937500 Penalty: 4465.827637
	Iteration 26Q: 3 clusters Score -957222.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -957236.250000 Penalty: 4465.827637
	Iteration 27Q: 3 clusters Score -957236.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -957242.125000 Penalty: 4465.827637
	Iteration 28Q: 3 clusters Score -957242.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -957244.500000 Penalty: 4465.827637
	Iteration 29Q: 3 clusters Score -957244.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -957248.062500 Penalty: 4465.827637
	Iteration 30Q: 3 clusters Score -957248.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -957252.687500 Penalty: 4465.827637
	Iteration 31Q: 3 clusters Score -957252.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -957253.562500 Penalty: 4465.827637
	Iteration 32Q: 3 clusters Score -957253.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -957254.250000 Penalty: 4465.827637
	Iteration 33Q: 3 clusters Score -957254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -957254.437500 Penalty: 4465.827637
	Iteration 34Q: 3 clusters Score -957254.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -957254.437500 Penalty: 4465.827637
	Iteration 35F: 3 clusters Score -957254.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -272051.375000 Penalty: 1921.189697
	Iteration 0F: 2 clusters Score -272051.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -269210.125000 Penalty: 3842.379395
	Iteration 0F: 3 clusters Score -269210.1 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -269743.500000 Penalty: 3842.379395
	Iteration 1F: 3 clusters Score -269743.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -269862.500000 Penalty: 3842.379395
	Iteration 2F: 3 clusters Score -269862.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -269935.125000 Penalty: 3842.379395
	Iteration 3Q: 3 clusters Score -269935.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -269991.343750 Penalty: 3842.379395
	Iteration 4Q: 3 clusters Score -269991.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -270020.281250 Penalty: 3842.379395
	Iteration 5Q: 3 clusters Score -270020.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -270041.468750 Penalty: 3842.379395
	Iteration 6Q: 3 clusters Score -270041.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -270058.312500 Penalty: 3842.379395
	Iteration 7Q: 3 clusters Score -270058.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -270077.656250 Penalty: 3842.379395
	Iteration 8Q: 3 clusters Score -270077.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -270097.593750 Penalty: 3842.379395
	Iteration 9Q: 3 clusters Score -270097.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -270108.093750 Penalty: 3842.379395
	Iteration 10Q: 3 clusters Score -270108.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -270118.031250 Penalty: 3842.379395
	Iteration 11Q: 3 clusters Score -270118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -270126.968750 Penalty: 3842.379395
	Iteration 12Q: 3 clusters Score -270127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -270133.718750 Penalty: 3842.379395
	Iteration 13Q: 3 clusters Score -270133.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -270138.906250 Penalty: 3842.379395
	Iteration 14Q: 3 clusters Score -270138.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -270141.750000 Penalty: 3842.379395
	Iteration 15Q: 3 clusters Score -270141.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -270146.218750 Penalty: 3842.379395
	Iteration 16Q: 3 clusters Score -270146.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -270148.906250 Penalty: 3842.379395
	Iteration 17Q: 3 clusters Score -270148.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -270152.968750 Penalty: 3842.379395
	Iteration 18Q: 3 clusters Score -270153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -270154.187500 Penalty: 3842.379395
	Iteration 19Q: 3 clusters Score -270154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -270156.062500 Penalty: 3842.379395
	Iteration 20F: 3 clusters Score -270156.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -270158.687500 Penalty: 3842.379395
	Iteration 21Q: 3 clusters Score -270158.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -270160.031250 Penalty: 3842.379395
	Iteration 22Q: 3 clusters Score -270160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -270162.218750 Penalty: 3842.379395
	Iteration 23Q: 3 clusters Score -270162.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -270163.812500 Penalty: 3842.379395
	Iteration 24Q: 3 clusters Score -270163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -270164.781250 Penalty: 3842.379395
	Iteration 25Q: 3 clusters Score -270164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -270165.625000 Penalty: 3842.379395
	Iteration 26Q: 3 clusters Score -270165.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -270166.937500 Penalty: 3842.379395
	Iteration 27Q: 3 clusters Score -270166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -270168.031250 Penalty: 3842.379395
	Iteration 28Q: 3 clusters Score -270168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -270168.031250 Penalty: 3842.379395
	Iteration 29F: 3 clusters Score -270168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -233965.875000 Penalty: 1874.770752
	Iteration 0F: 2 clusters Score -233965.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -231410.437500 Penalty: 3749.541504
	Iteration 0F: 3 clusters Score -231410.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -231992.875000 Penalty: 3749.541504
	Iteration 1F: 3 clusters Score -231992.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -232257.671875 Penalty: 3749.541504
	Iteration 2F: 3 clusters Score -232257.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -232385.468750 Penalty: 3749.541504
	Iteration 3F: 3 clusters Score -232385.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -232483.656250 Penalty: 3749.541504
	Iteration 4Q: 3 clusters Score -232483.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -232582.859375 Penalty: 3749.541504
	Iteration 5Q: 3 clusters Score -232582.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -232783.656250 Penalty: 3749.541504
	Iteration 6F: 3 clusters Score -232783.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -233099.328125 Penalty: 3749.541504
	Iteration 7F: 3 clusters Score -233099.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -233441.750000 Penalty: 3749.541504
	Iteration 8F: 3 clusters Score -233441.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -233584.062500 Penalty: 3749.541504
	Iteration 9Q: 3 clusters Score -233584.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -233678.859375 Penalty: 3749.541504
	Iteration 10Q: 3 clusters Score -233678.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -233733.984375 Penalty: 3749.541504
	Iteration 11Q: 3 clusters Score -233734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -233776.359375 Penalty: 3749.541504
	Iteration 12Q: 3 clusters Score -233776.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -233811.203125 Penalty: 3749.541504
	Iteration 13Q: 3 clusters Score -233811.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -233835.265625 Penalty: 3749.541504
	Iteration 14Q: 3 clusters Score -233835.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -233847.468750 Penalty: 3749.541504
	Iteration 15Q: 3 clusters Score -233847.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -233849.562500 Penalty: 3749.541504
	Iteration 16Q: 3 clusters Score -233849.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -233850.750000 Penalty: 3749.541504
	Iteration 17Q: 3 clusters Score -233850.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -233851.390625 Penalty: 3749.541504
	Iteration 18Q: 3 clusters Score -233851.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -233852.921875 Penalty: 3749.541504
	Iteration 19Q: 3 clusters Score -233852.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -233854.062500 Penalty: 3749.541504
	Iteration 20F: 3 clusters Score -233854.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Entering Unmasked Estep 
Score: -313855.281250 Penalty: 1959.816895
	Iteration 0F: 2 clusters Score -313855.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -310760.562500 Penalty: 3919.633789
	Iteration 0F: 3 clusters Score -310760.6 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -311353.031250 Penalty: 3919.633789
	Iteration 1F: 3 clusters Score -311353 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -311522.000000 Penalty: 3919.633789
	Iteration 2F: 3 clusters Score -311522 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -311610.781250 Penalty: 3919.633789
	Iteration 3Q: 3 clusters Score -311610.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -311689.843750 Penalty: 3919.633789
	Iteration 4Q: 3 clusters Score -311689.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -311756.250000 Penalty: 3919.633789
	Iteration 5Q: 3 clusters Score -311756.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -311806.218750 Penalty: 3919.633789
	Iteration 6Q: 3 clusters Score -311806.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -311839.875000 Penalty: 3919.633789
	Iteration 7Q: 3 clusters Score -311839.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -311872.562500 Penalty: 3919.633789
	Iteration 8Q: 3 clusters Score -311872.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -311899.812500 Penalty: 3919.633789
	Iteration 9Q: 3 clusters Score -311899.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -311919.812500 Penalty: 3919.633789
	Iteration 10Q: 3 clusters Score -311919.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -311938.250000 Penalty: 3919.633789
	Iteration 11Q: 3 clusters Score -311938.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -311958.875000 Penalty: 3919.633789
	Iteration 12Q: 3 clusters Score -311958.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -311982.468750 Penalty: 3919.633789
	Iteration 13Q: 3 clusters Score -311982.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -312002.437500 Penalty: 3919.633789
	Iteration 14Q: 3 clusters Score -312002.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -312010.906250 Penalty: 3919.633789
	Iteration 15Q: 3 clusters Score -312010.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -312021.375000 Penalty: 3919.633789
	Iteration 16Q: 3 clusters Score -312021.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -312032.718750 Penalty: 3919.633789
	Iteration 17Q: 3 clusters Score -312032.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -312046.625000 Penalty: 3919.633789
	Iteration 18Q: 3 clusters Score -312046.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -312069.281250 Penalty: 3919.633789
	Iteration 19Q: 3 clusters Score -312069.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -312098.593750 Penalty: 3919.633789
	Iteration 20F: 3 clusters Score -312098.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -312117.406250 Penalty: 3919.633789
	Iteration 21Q: 3 clusters Score -312117.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -312135.468750 Penalty: 3919.633789
	Iteration 22Q: 3 clusters Score -312135.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -312153.656250 Penalty: 3919.633789
	Iteration 23Q: 3 clusters Score -312153.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -312184.093750 Penalty: 3919.633789
	Iteration 24Q: 3 clusters Score -312184.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -312213.093750 Penalty: 3919.633789
	Iteration 25Q: 3 clusters Score -312213.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -312241.625000 Penalty: 3919.633789
	Iteration 26Q: 3 clusters Score -312241.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -312263.656250 Penalty: 3919.633789
	Iteration 27Q: 3 clusters Score -312263.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -312283.031250 Penalty: 3919.633789
	Iteration 28Q: 3 clusters Score -312283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -312300.437500 Penalty: 3919.633789
	Iteration 29Q: 3 clusters Score -312300.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -312313.062500 Penalty: 3919.633789
	Iteration 30Q: 3 clusters Score -312313.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -312326.343750 Penalty: 3919.633789
	Iteration 31Q: 3 clusters Score -312326.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -312334.312500 Penalty: 3919.633789
	Iteration 32Q: 3 clusters Score -312334.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -312340.781250 Penalty: 3919.633789
	Iteration 33Q: 3 clusters Score -312340.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -312345.031250 Penalty: 3919.633789
	Iteration 34Q: 3 clusters Score -312345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -312349.687500 Penalty: 3919.633789
	Iteration 35Q: 3 clusters Score -312349.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -312353.906250 Penalty: 3919.633789
	Iteration 36Q: 3 clusters Score -312353.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -312356.968750 Penalty: 3919.633789
	Iteration 37Q: 3 clusters Score -312357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -312362.312500 Penalty: 3919.633789
	Iteration 38Q: 3 clusters Score -312362.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -312365.500000 Penalty: 3919.633789
	Iteration 39Q: 3 clusters Score -312365.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -312370.343750 Penalty: 3919.633789
	Iteration 40F: 3 clusters Score -312370.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -312374.687500 Penalty: 3919.633789
	Iteration 41Q: 3 clusters Score -312374.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -312379.812500 Penalty: 3919.633789
	Iteration 42Q: 3 clusters Score -312379.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -312382.875000 Penalty: 3919.633789
	Iteration 43Q: 3 clusters Score -312382.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -312383.531250 Penalty: 3919.633789
	Iteration 44Q: 3 clusters Score -312383.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -312384.718750 Penalty: 3919.633789
	Iteration 45Q: 3 clusters Score -312384.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -312385.593750 Penalty: 3919.633789
	Iteration 46Q: 3 clusters Score -312385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -312385.781250 Penalty: 3919.633789
	Iteration 47Q: 3 clusters Score -312385.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -312385.781250 Penalty: 3919.633789
	Iteration 48F: 3 clusters Score -312385.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Entering Unmasked Estep 
Score: -657423.750000 Penalty: 2140.546631
	Iteration 0F: 2 clusters Score -657423.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -652568.687500 Penalty: 4281.093262
	Iteration 0F: 3 clusters Score -652568.7 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -653776.750000 Penalty: 4281.093262
	Iteration 1F: 3 clusters Score -653776.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -654014.437500 Penalty: 4281.093262
	Iteration 2F: 3 clusters Score -654014.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -654222.875000 Penalty: 4281.093262
	Iteration 3Q: 3 clusters Score -654222.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -654466.500000 Penalty: 4281.093262
	Iteration 4Q: 3 clusters Score -654466.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -654737.687500 Penalty: 4281.093262
	Iteration 5F: 3 clusters Score -654737.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -654979.625000 Penalty: 4281.093262
	Iteration 6F: 3 clusters Score -654979.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -655212.250000 Penalty: 4281.093262
	Iteration 7F: 3 clusters Score -655212.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -655430.625000 Penalty: 4281.093262
	Iteration 8Q: 3 clusters Score -655430.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -655600.562500 Penalty: 4281.093262
	Iteration 9Q: 3 clusters Score -655600.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -655727.875000 Penalty: 4281.093262
	Iteration 10Q: 3 clusters Score -655727.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -655817.437500 Penalty: 4281.093262
	Iteration 11Q: 3 clusters Score -655817.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -655873.437500 Penalty: 4281.093262
	Iteration 12Q: 3 clusters Score -655873.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -655914.750000 Penalty: 4281.093262
	Iteration 13Q: 3 clusters Score -655914.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -655941.187500 Penalty: 4281.093262
	Iteration 14Q: 3 clusters Score -655941.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -655960.250000 Penalty: 4281.093262
	Iteration 15Q: 3 clusters Score -655960.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -655979.312500 Penalty: 4281.093262
	Iteration 16Q: 3 clusters Score -655979.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -655993.937500 Penalty: 4281.093262
	Iteration 17Q: 3 clusters Score -655993.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -656002.750000 Penalty: 4281.093262
	Iteration 18Q: 3 clusters Score -656002.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -656005.812500 Penalty: 4281.093262
	Iteration 19Q: 3 clusters Score -656005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -656005.750000 Penalty: 4281.093262
	Iteration 20F: 3 clusters Score -656005.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -656009.375000 Penalty: 4281.093262
	Iteration 21Q: 3 clusters Score -656009.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -656010.625000 Penalty: 4281.093262
	Iteration 22Q: 3 clusters Score -656010.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -656012.437500 Penalty: 4281.093262
	Iteration 23Q: 3 clusters Score -656012.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -656015.687500 Penalty: 4281.093262
	Iteration 24Q: 3 clusters Score -656015.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -656015.750000 Penalty: 4281.093262
	Iteration 25Q: 3 clusters Score -656015.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -656016.000000 Penalty: 4281.093262
	Iteration 26Q: 3 clusters Score -656016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -656016.000000 Penalty: 4281.093262
	Iteration 27F: 3 clusters Score -656016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (35072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Entering Unmasked Estep 
Score: -4187353.750000 Penalty: 2595.359375
	Iteration 0F: 2 clusters Score -4187354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -4163601.000000 Penalty: 5190.718750
	Iteration 0F: 3 clusters Score -4163601 nChanged 15887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -4172397.750000 Penalty: 5190.718750
	Iteration 1F: 3 clusters Score -4172398 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -4173206.250000 Penalty: 5190.718750
	Iteration 2F: 3 clusters Score -4173206 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -4173966.750000 Penalty: 5190.718750
	Iteration 3F: 3 clusters Score -4173967 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -4174670.250000 Penalty: 5190.718750
	Iteration 4Q: 3 clusters Score -4174670 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -4175346.250000 Penalty: 5190.718750
	Iteration 5Q: 3 clusters Score -4175346 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4175942.250000 Penalty: 5190.718750
	Iteration 6Q: 3 clusters Score -4175942 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -4176551.250000 Penalty: 5190.718750
	Iteration 7Q: 3 clusters Score -4176551 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -4177172.000000 Penalty: 5190.718750
	Iteration 8Q: 3 clusters Score -4177172 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -4177854.750000 Penalty: 5190.718750
	Iteration 9Q: 3 clusters Score -4177855 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -4178561.250000 Penalty: 5190.718750
	Iteration 10Q: 3 clusters Score -4178561 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -4179307.750000 Penalty: 5190.718750
	Iteration 11Q: 3 clusters Score -4179308 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -4180000.750000 Penalty: 5190.718750
	Iteration 12Q: 3 clusters Score -4180001 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -4180613.750000 Penalty: 5190.718750
	Iteration 13Q: 3 clusters Score -4180614 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -4181175.250000 Penalty: 5190.718750
	Iteration 14Q: 3 clusters Score -4181175 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -4181667.000000 Penalty: 5190.718750
	Iteration 15Q: 3 clusters Score -4181667 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -4182087.250000 Penalty: 5190.718750
	Iteration 16Q: 3 clusters Score -4182087 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -4182410.250000 Penalty: 5190.718750
	Iteration 17Q: 3 clusters Score -4182410 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -4182642.500000 Penalty: 5190.718750
	Iteration 18Q: 3 clusters Score -4182642 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -4182817.500000 Penalty: 5190.718750
	Iteration 19Q: 3 clusters Score -4182818 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -4182959.750000 Penalty: 5190.718750
	Iteration 20F: 3 clusters Score -4182960 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -4183083.000000 Penalty: 5190.718750
	Iteration 21Q: 3 clusters Score -4183083 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -4183163.250000 Penalty: 5190.718750
	Iteration 22Q: 3 clusters Score -4183163 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -4183238.500000 Penalty: 5190.718750
	Iteration 23Q: 3 clusters Score -4183238 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -4183280.250000 Penalty: 5190.718750
	Iteration 24Q: 3 clusters Score -4183280 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -4183305.750000 Penalty: 5190.718750
	Iteration 25Q: 3 clusters Score -4183306 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -4183325.750000 Penalty: 5190.718750
	Iteration 26Q: 3 clusters Score -4183326 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -4183351.000000 Penalty: 5190.718750
	Iteration 27Q: 3 clusters Score -4183351 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -4183355.250000 Penalty: 5190.718750
	Iteration 28Q: 3 clusters Score -4183355 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -4183386.750000 Penalty: 5190.718750
	Iteration 29Q: 3 clusters Score -4183387 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -4183382.250000 Penalty: 5190.718750
	Iteration 30Q: 3 clusters Score -4183382 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -4183392.000000 Penalty: 5190.718750
	Iteration 31Q: 3 clusters Score -4183392 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -4183386.750000 Penalty: 5190.718750
	Iteration 32Q: 3 clusters Score -4183387 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -4183400.250000 Penalty: 5190.718750
	Iteration 33Q: 3 clusters Score -4183400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -4183404.250000 Penalty: 5190.718750
	Iteration 34Q: 3 clusters Score -4183404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -4183406.750000 Penalty: 5190.718750
	Iteration 35Q: 3 clusters Score -4183407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -4183407.500000 Penalty: 5190.718750
	Iteration 36Q: 3 clusters Score -4183408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -4183411.500000 Penalty: 5190.718750
	Iteration 37Q: 3 clusters Score -4183412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -4183413.500000 Penalty: 5190.718750
	Iteration 38Q: 3 clusters Score -4183414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -4183412.750000 Penalty: 5190.718750
	Iteration 39Q: 3 clusters Score -4183413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -4183404.750000 Penalty: 5190.718750
	Iteration 40F: 3 clusters Score -4183405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -4183408.500000 Penalty: 5190.718750
	Iteration 41Q: 3 clusters Score -4183408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -4183407.250000 Penalty: 5190.718750
	Iteration 42Q: 3 clusters Score -4183407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -4183407.750000 Penalty: 5190.718750
	Iteration 43Q: 3 clusters Score -4183408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -4183417.750000 Penalty: 5190.718750
	Iteration 44Q: 3 clusters Score -4183418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -4183417.000000 Penalty: 5190.718750
	Iteration 45Q: 3 clusters Score -4183417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -4183419.500000 Penalty: 5190.718750
	Iteration 46Q: 3 clusters Score -4183420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -4183418.750000 Penalty: 5190.718750
	Iteration 47Q: 3 clusters Score -4183419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -4183413.000000 Penalty: 5190.718750
	Iteration 48Q: 3 clusters Score -4183413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -4183422.500000 Penalty: 5190.718750
	Iteration 49Q: 3 clusters Score -4183422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -4183425.000000 Penalty: 5190.718750
	Iteration 50Q: 3 clusters Score -4183425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -4183425.750000 Penalty: 5190.718750
	Iteration 51Q: 3 clusters Score -4183426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -4183427.000000 Penalty: 5190.718750
	Iteration 52Q: 3 clusters Score -4183427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -4183426.500000 Penalty: 5190.718750
	Iteration 53Q: 3 clusters Score -4183426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -4183433.250000 Penalty: 5190.718750
	Iteration 54Q: 3 clusters Score -4183433 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -4183438.000000 Penalty: 5190.718750
	Iteration 55Q: 3 clusters Score -4183438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -4183440.250000 Penalty: 5190.718750
	Iteration 56Q: 3 clusters Score -4183440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -4183441.750000 Penalty: 5190.718750
	Iteration 57Q: 3 clusters Score -4183442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -4183439.500000 Penalty: 5190.718750
	Iteration 58Q: 3 clusters Score -4183440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -4183451.500000 Penalty: 5190.718750
	Iteration 59Q: 3 clusters Score -4183452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -4183459.250000 Penalty: 5190.718750
	Iteration 60F: 3 clusters Score -4183459 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -4183457.500000 Penalty: 5190.718750
	Iteration 61Q: 3 clusters Score -4183458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -4183459.000000 Penalty: 5190.718750
	Iteration 62Q: 3 clusters Score -4183459 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -4183474.000000 Penalty: 5190.718750
	Iteration 63Q: 3 clusters Score -4183474 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -4183485.250000 Penalty: 5190.718750
	Iteration 64Q: 3 clusters Score -4183485 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -4183489.750000 Penalty: 5190.718750
	Iteration 65Q: 3 clusters Score -4183490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -4183486.000000 Penalty: 5190.718750
	Iteration 66Q: 3 clusters Score -4183486 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -4183485.250000 Penalty: 5190.718750
	Iteration 67Q: 3 clusters Score -4183485 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -4183497.000000 Penalty: 5190.718750
	Iteration 68Q: 3 clusters Score -4183497 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -4183501.500000 Penalty: 5190.718750
	Iteration 69Q: 3 clusters Score -4183502 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -4183513.250000 Penalty: 5190.718750
	Iteration 70Q: 3 clusters Score -4183513 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4183525.000000 Penalty: 5190.718750
	Iteration 71Q: 3 clusters Score -4183525 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -4183529.750000 Penalty: 5190.718750
	Iteration 72Q: 3 clusters Score -4183530 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4183528 nChanged 62
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Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4183538 nChanged 62
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Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4183550 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4183552 nChanged 50
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Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4183551 nChanged 50
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Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4183553 nChanged 47
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Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4183558 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4183556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4183565 nChanged 48
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Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4183574 nChanged 41
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Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4183573 nChanged 39
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Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4183582 nChanged 39
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Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4183598 nChanged 42
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Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4183604 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4183597 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4183594 nChanged 36
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Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4183609 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4183606 nChanged 40
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Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4183608 nChanged 31
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Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4183621 nChanged 27
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Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4183619 nChanged 23
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Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4183616 nChanged 27
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Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4183618 nChanged 33
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Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4183621 nChanged 26
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Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4183613 nChanged 30
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Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4183614 nChanged 31
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Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4183613 nChanged 25
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Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4183605 nChanged 25
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Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4183609 nChanged 18
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Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4183618 nChanged 13
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Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4183621 nChanged 19
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Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4183625 nChanged 16
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Mstep: Class 2 contains 18323 members 
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	Iteration 107Q: 3 clusters Score -4183625 nChanged 22
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Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4183628 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 18300 members 
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	Iteration 109Q: 3 clusters Score -4183624 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4183627 nChanged 18
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Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 18294 members 
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	Iteration 111Q: 3 clusters Score -4183636 nChanged 21
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Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4183638 nChanged 13
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Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4183639 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4183636 nChanged 20
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Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4183631 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4183635 nChanged 26
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Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4183639 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4183640 nChanged 22
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Mstep: Class 2 contains 18263 members 
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	Iteration 119Q: 3 clusters Score -4183634 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -4183628.500000 Penalty: 5190.718750
	Iteration 120F: 3 clusters Score -4183628 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4183640 nChanged 15
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Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4183635 nChanged 13
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Mstep: Class 2 contains 18284 members 
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	Iteration 123Q: 3 clusters Score -4183642 nChanged 10
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	Iteration 124Q: 3 clusters Score -4183648 nChanged 10
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Mstep: Class 2 contains 18296 members 
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	Iteration 125Q: 3 clusters Score -4183648 nChanged 8
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	Iteration 126Q: 3 clusters Score -4183647 nChanged 6
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	Iteration 127Q: 3 clusters Score -4183648 nChanged 8
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Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4183650 nChanged 13
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Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 18313 members 
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	Iteration 129Q: 3 clusters Score -4183650 nChanged 12
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	Iteration 130Q: 3 clusters Score -4183655 nChanged 8
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Mstep: Class 2 contains 18323 members 
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	Iteration 131Q: 3 clusters Score -4183651 nChanged 9
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Mstep: Class 2 contains 18328 members 
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	Iteration 132Q: 3 clusters Score -4183654 nChanged 7
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Mstep: Class 2 contains 18329 members 
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	Iteration 133Q: 3 clusters Score -4183650 nChanged 4
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	Iteration 134Q: 3 clusters Score -4183651 nChanged 4
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4183658 nChanged 7
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	Iteration 136Q: 3 clusters Score -4183661 nChanged 4
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	Iteration 137Q: 3 clusters Score -4183656 nChanged 4
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	Iteration 138Q: 3 clusters Score -4183654 nChanged 5
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	Iteration 139Q: 3 clusters Score -4183653 nChanged 6
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	Iteration 140F: 3 clusters Score -4183654 nChanged 4
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	Iteration 141Q: 3 clusters Score -4183661 nChanged 4
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Mstep: Class 2 contains 18337 members 
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	Iteration 142Q: 3 clusters Score -4183660 nChanged 3
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	Iteration 143Q: 3 clusters Score -4183656 nChanged 3
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	Iteration 144Q: 3 clusters Score -4183656 nChanged 2
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -4183653 nChanged 4
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	Iteration 146Q: 3 clusters Score -4183650 nChanged 6
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Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -4183653 nChanged 4
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Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -4183647 nChanged 6
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	Iteration 149Q: 3 clusters Score -4183644 nChanged 4
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	Iteration 150Q: 3 clusters Score -4183644 nChanged 6
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	Iteration 151Q: 3 clusters Score -4183640 nChanged 3
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	Iteration 152Q: 3 clusters Score -4183637 nChanged 4
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Mstep: Class 2 contains 18374 members 
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	Iteration 153Q: 3 clusters Score -4183643 nChanged 6
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	Iteration 154Q: 3 clusters Score -4183648 nChanged 6
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	Iteration 155Q: 3 clusters Score -4183648 nChanged 7
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Mstep: Class 2 contains 18383 members 
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	Iteration 156Q: 3 clusters Score -4183652 nChanged 7
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Mstep: Class 2 contains 18390 members 
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	Iteration 157Q: 3 clusters Score -4183652 nChanged 4
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	Iteration 158Q: 3 clusters Score -4183655 nChanged 3
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	Iteration 159Q: 3 clusters Score -4183655 nChanged 2
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	Iteration 160F: 3 clusters Score -4183650 nChanged 2
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Mstep: Class 2 contains 18399 members 
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	Iteration 161Q: 3 clusters Score -4183652 nChanged 3
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	Iteration 162Q: 3 clusters Score -4183650 nChanged 3
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	Iteration 163Q: 3 clusters Score -4183648 nChanged 5
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -4183648 nChanged 5
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Entering Unmasked Estep 
Score: -4183654.250000 Penalty: 5190.718750
	Iteration 165Q: 3 clusters Score -4183654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -4183657.000000 Penalty: 5190.718750
	Iteration 166Q: 3 clusters Score -4183657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -4183661.250000 Penalty: 5190.718750
	Iteration 167Q: 3 clusters Score -4183661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -4183657.750000 Penalty: 5190.718750
	Iteration 168Q: 3 clusters Score -4183658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -4183657.750000 Penalty: 5190.718750
	Iteration 169F: 3 clusters Score -4183658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Entering Unmasked Estep 
Score: -1255413.500000 Penalty: 2288.174316
	Iteration 0F: 2 clusters Score -1255414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1247697.000000 Penalty: 4576.348633
	Iteration 0F: 3 clusters Score -1247697 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1249917.000000 Penalty: 4576.348633
	Iteration 1F: 3 clusters Score -1249917 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1250208.500000 Penalty: 4576.348633
	Iteration 2F: 3 clusters Score -1250208 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1250429.875000 Penalty: 4576.348633
	Iteration 3F: 3 clusters Score -1250430 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1250603.375000 Penalty: 4576.348633
	Iteration 4Q: 3 clusters Score -1250603 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1250790.500000 Penalty: 4576.348633
	Iteration 5Q: 3 clusters Score -1250790 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1250968.000000 Penalty: 4576.348633
	Iteration 6Q: 3 clusters Score -1250968 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1251158.750000 Penalty: 4576.348633
	Iteration 7Q: 3 clusters Score -1251159 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1251364.625000 Penalty: 4576.348633
	Iteration 8Q: 3 clusters Score -1251365 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1251566.625000 Penalty: 4576.348633
	Iteration 9Q: 3 clusters Score -1251567 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1251781.125000 Penalty: 4576.348633
	Iteration 10Q: 3 clusters Score -1251781 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1252005.000000 Penalty: 4576.348633
	Iteration 11Q: 3 clusters Score -1252005 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1252241.625000 Penalty: 4576.348633
	Iteration 12Q: 3 clusters Score -1252242 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1252470.875000 Penalty: 4576.348633
	Iteration 13Q: 3 clusters Score -1252471 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1252674.375000 Penalty: 4576.348633
	Iteration 14Q: 3 clusters Score -1252674 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1252865.750000 Penalty: 4576.348633
	Iteration 15Q: 3 clusters Score -1252866 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1253009.000000 Penalty: 4576.348633
	Iteration 16Q: 3 clusters Score -1253009 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1253109.875000 Penalty: 4576.348633
	Iteration 17Q: 3 clusters Score -1253110 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1253180.250000 Penalty: 4576.348633
	Iteration 18Q: 3 clusters Score -1253180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1253240.750000 Penalty: 4576.348633
	Iteration 19Q: 3 clusters Score -1253241 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1253288.750000 Penalty: 4576.348633
	Iteration 20F: 3 clusters Score -1253289 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1253327.625000 Penalty: 4576.348633
	Iteration 21Q: 3 clusters Score -1253328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1253359.125000 Penalty: 4576.348633
	Iteration 22Q: 3 clusters Score -1253359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1253388.250000 Penalty: 4576.348633
	Iteration 23Q: 3 clusters Score -1253388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1253403.750000 Penalty: 4576.348633
	Iteration 24Q: 3 clusters Score -1253404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1253412.000000 Penalty: 4576.348633
	Iteration 25Q: 3 clusters Score -1253412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1253416.000000 Penalty: 4576.348633
	Iteration 26Q: 3 clusters Score -1253416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1253420.500000 Penalty: 4576.348633
	Iteration 27Q: 3 clusters Score -1253420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1253424.500000 Penalty: 4576.348633
	Iteration 28Q: 3 clusters Score -1253424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1253427.000000 Penalty: 4576.348633
	Iteration 29Q: 3 clusters Score -1253427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1253431.750000 Penalty: 4576.348633
	Iteration 30Q: 3 clusters Score -1253432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1253433.250000 Penalty: 4576.348633
	Iteration 31Q: 3 clusters Score -1253433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1253436.750000 Penalty: 4576.348633
	Iteration 32Q: 3 clusters Score -1253437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1253439.250000 Penalty: 4576.348633
	Iteration 33Q: 3 clusters Score -1253439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1253442.125000 Penalty: 4576.348633
	Iteration 34Q: 3 clusters Score -1253442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1253447.625000 Penalty: 4576.348633
	Iteration 35Q: 3 clusters Score -1253448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1253451.500000 Penalty: 4576.348633
	Iteration 36Q: 3 clusters Score -1253452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1253453.875000 Penalty: 4576.348633
	Iteration 37Q: 3 clusters Score -1253454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1253460.750000 Penalty: 4576.348633
	Iteration 38Q: 3 clusters Score -1253461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1253465.625000 Penalty: 4576.348633
	Iteration 39Q: 3 clusters Score -1253466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1253466.125000 Penalty: 4576.348633
	Iteration 40F: 3 clusters Score -1253466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1253468.750000 Penalty: 4576.348633
	Iteration 41Q: 3 clusters Score -1253469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1253475.250000 Penalty: 4576.348633
	Iteration 42Q: 3 clusters Score -1253475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1253474.500000 Penalty: 4576.348633
	Iteration 43Q: 3 clusters Score -1253474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1253475.250000 Penalty: 4576.348633
	Iteration 44Q: 3 clusters Score -1253475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1253475.250000 Penalty: 4576.348633
	Iteration 45F: 3 clusters Score -1253475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Entering Unmasked Estep 
Score: -1481543.000000 Penalty: 2326.574463
	Iteration 0F: 2 clusters Score -1481543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1472655.125000 Penalty: 4653.148926
	Iteration 0F: 3 clusters Score -1472655 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1475370.000000 Penalty: 4653.148926
	Iteration 1F: 3 clusters Score -1475370 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1475702.375000 Penalty: 4653.148926
	Iteration 2F: 3 clusters Score -1475702 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1475910.000000 Penalty: 4653.148926
	Iteration 3Q: 3 clusters Score -1475910 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1476093.375000 Penalty: 4653.148926
	Iteration 4Q: 3 clusters Score -1476093 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1476281.625000 Penalty: 4653.148926
	Iteration 5Q: 3 clusters Score -1476282 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1476464.750000 Penalty: 4653.148926
	Iteration 6Q: 3 clusters Score -1476465 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1476655.625000 Penalty: 4653.148926
	Iteration 7Q: 3 clusters Score -1476656 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1476865.625000 Penalty: 4653.148926
	Iteration 8Q: 3 clusters Score -1476866 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1477136.625000 Penalty: 4653.148926
	Iteration 9Q: 3 clusters Score -1477137 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1477442.750000 Penalty: 4653.148926
	Iteration 10Q: 3 clusters Score -1477443 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1477806.000000 Penalty: 4653.148926
	Iteration 11Q: 3 clusters Score -1477806 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1478214.750000 Penalty: 4653.148926
	Iteration 12Q: 3 clusters Score -1478215 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1478578.500000 Penalty: 4653.148926
	Iteration 13Q: 3 clusters Score -1478578 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1478872.750000 Penalty: 4653.148926
	Iteration 14Q: 3 clusters Score -1478873 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1479090.375000 Penalty: 4653.148926
	Iteration 15Q: 3 clusters Score -1479090 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1479231.375000 Penalty: 4653.148926
	Iteration 16Q: 3 clusters Score -1479231 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1479321.875000 Penalty: 4653.148926
	Iteration 17Q: 3 clusters Score -1479322 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1479374.500000 Penalty: 4653.148926
	Iteration 18Q: 3 clusters Score -1479374 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1479412.500000 Penalty: 4653.148926
	Iteration 19Q: 3 clusters Score -1479412 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -1479447.750000 Penalty: 4653.148926
	Iteration 20F: 3 clusters Score -1479448 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1479485.375000 Penalty: 4653.148926
	Iteration 21Q: 3 clusters Score -1479485 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1479498.375000 Penalty: 4653.148926
	Iteration 22Q: 3 clusters Score -1479498 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1479510.500000 Penalty: 4653.148926
	Iteration 23Q: 3 clusters Score -1479510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1479523.750000 Penalty: 4653.148926
	Iteration 24Q: 3 clusters Score -1479524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1479532.000000 Penalty: 4653.148926
	Iteration 25Q: 3 clusters Score -1479532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1479536.625000 Penalty: 4653.148926
	Iteration 26Q: 3 clusters Score -1479537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1479542.750000 Penalty: 4653.148926
	Iteration 27Q: 3 clusters Score -1479543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1479550.500000 Penalty: 4653.148926
	Iteration 28Q: 3 clusters Score -1479550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1479548.750000 Penalty: 4653.148926
	Iteration 29Q: 3 clusters Score -1479549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1479552.875000 Penalty: 4653.148926
	Iteration 30Q: 3 clusters Score -1479553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1479555.250000 Penalty: 4653.148926
	Iteration 31Q: 3 clusters Score -1479555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1479559.250000 Penalty: 4653.148926
	Iteration 32Q: 3 clusters Score -1479559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1479562.375000 Penalty: 4653.148926
	Iteration 33Q: 3 clusters Score -1479562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1479573.000000 Penalty: 4653.148926
	Iteration 34Q: 3 clusters Score -1479573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1479571.625000 Penalty: 4653.148926
	Iteration 35Q: 3 clusters Score -1479572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1479577.750000 Penalty: 4653.148926
	Iteration 36Q: 3 clusters Score -1479578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1479585.625000 Penalty: 4653.148926
	Iteration 37Q: 3 clusters Score -1479586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1479591.375000 Penalty: 4653.148926
	Iteration 38Q: 3 clusters Score -1479591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1479596.125000 Penalty: 4653.148926
	Iteration 39Q: 3 clusters Score -1479596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1479599.125000 Penalty: 4653.148926
	Iteration 40F: 3 clusters Score -1479599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1479601.375000 Penalty: 4653.148926
	Iteration 41Q: 3 clusters Score -1479601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1479606.500000 Penalty: 4653.148926
	Iteration 42Q: 3 clusters Score -1479606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1479605.625000 Penalty: 4653.148926
	Iteration 43Q: 3 clusters Score -1479606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1479609.125000 Penalty: 4653.148926
	Iteration 44Q: 3 clusters Score -1479609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1479610.375000 Penalty: 4653.148926
	Iteration 45Q: 3 clusters Score -1479610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1479615.125000 Penalty: 4653.148926
	Iteration 46Q: 3 clusters Score -1479615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1479619.125000 Penalty: 4653.148926
	Iteration 47Q: 3 clusters Score -1479619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1479624.125000 Penalty: 4653.148926
	Iteration 48Q: 3 clusters Score -1479624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1479621.500000 Penalty: 4653.148926
	Iteration 49Q: 3 clusters Score -1479622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1479624.000000 Penalty: 4653.148926
	Iteration 50Q: 3 clusters Score -1479624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1479624.625000 Penalty: 4653.148926
	Iteration 51Q: 3 clusters Score -1479625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1479623.875000 Penalty: 4653.148926
	Iteration 52Q: 3 clusters Score -1479624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1479623.250000 Penalty: 4653.148926
	Iteration 53Q: 3 clusters Score -1479623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1479625.250000 Penalty: 4653.148926
	Iteration 54Q: 3 clusters Score -1479625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1479624.000000 Penalty: 4653.148926
	Iteration 55Q: 3 clusters Score -1479624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1479624.000000 Penalty: 4653.148926
	Iteration 56F: 3 clusters Score -1479624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -187517.921875 Penalty: 1854.726318
	Iteration 0F: 2 clusters Score -187517.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -185027.718750 Penalty: 3709.452637
	Iteration 0F: 3 clusters Score -185027.7 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -185470.468750 Penalty: 3709.452637
	Iteration 1F: 3 clusters Score -185470.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -185635.562500 Penalty: 3709.452637
	Iteration 2F: 3 clusters Score -185635.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -185715.250000 Penalty: 3709.452637
	Iteration 3F: 3 clusters Score -185715.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -185765.921875 Penalty: 3709.452637
	Iteration 4Q: 3 clusters Score -185765.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -185831.468750 Penalty: 3709.452637
	Iteration 5Q: 3 clusters Score -185831.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -185878.515625 Penalty: 3709.452637
	Iteration 6Q: 3 clusters Score -185878.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -185921.015625 Penalty: 3709.452637
	Iteration 7Q: 3 clusters Score -185921 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -185956.625000 Penalty: 3709.452637
	Iteration 8Q: 3 clusters Score -185956.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -185998.718750 Penalty: 3709.452637
	Iteration 9Q: 3 clusters Score -185998.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -186034.328125 Penalty: 3709.452637
	Iteration 10Q: 3 clusters Score -186034.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -186065.421875 Penalty: 3709.452637
	Iteration 11Q: 3 clusters Score -186065.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -186095.015625 Penalty: 3709.452637
	Iteration 12Q: 3 clusters Score -186095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -186114.562500 Penalty: 3709.452637
	Iteration 13Q: 3 clusters Score -186114.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -186128.968750 Penalty: 3709.452637
	Iteration 14Q: 3 clusters Score -186129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -186144.328125 Penalty: 3709.452637
	Iteration 15Q: 3 clusters Score -186144.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -186155.937500 Penalty: 3709.452637
	Iteration 16Q: 3 clusters Score -186155.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -186163.531250 Penalty: 3709.452637
	Iteration 17Q: 3 clusters Score -186163.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -186170.140625 Penalty: 3709.452637
	Iteration 18Q: 3 clusters Score -186170.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -186176.406250 Penalty: 3709.452637
	Iteration 19Q: 3 clusters Score -186176.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -186188.000000 Penalty: 3709.452637
	Iteration 20F: 3 clusters Score -186188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -186192.406250 Penalty: 3709.452637
	Iteration 21Q: 3 clusters Score -186192.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -186197.265625 Penalty: 3709.452637
	Iteration 22Q: 3 clusters Score -186197.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -186200.531250 Penalty: 3709.452637
	Iteration 23Q: 3 clusters Score -186200.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -186206.812500 Penalty: 3709.452637
	Iteration 24Q: 3 clusters Score -186206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -186210.343750 Penalty: 3709.452637
	Iteration 25Q: 3 clusters Score -186210.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -186213.859375 Penalty: 3709.452637
	Iteration 26Q: 3 clusters Score -186213.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -186215.312500 Penalty: 3709.452637
	Iteration 27Q: 3 clusters Score -186215.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -186219.015625 Penalty: 3709.452637
	Iteration 28Q: 3 clusters Score -186219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -186221.703125 Penalty: 3709.452637
	Iteration 29Q: 3 clusters Score -186221.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -186223.328125 Penalty: 3709.452637
	Iteration 30Q: 3 clusters Score -186223.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -186223.328125 Penalty: 3709.452637
	Iteration 31F: 3 clusters Score -186223.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Entering Unmasked Estep 
Score: -4467074.500000 Penalty: 2617.570068
	Iteration 0F: 2 clusters Score -4467074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -4441186.000000 Penalty: 5235.140137
	Iteration 0F: 3 clusters Score -4441186 nChanged 17393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -4450905.000000 Penalty: 5235.140137
	Iteration 1F: 3 clusters Score -4450905 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -4451564.000000 Penalty: 5235.140137
	Iteration 2Q: 3 clusters Score -4451564 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -4452354.500000 Penalty: 5235.140137
	Iteration 3Q: 3 clusters Score -4452354 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -4453265.000000 Penalty: 5235.140137
	Iteration 4Q: 3 clusters Score -4453265 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -4454453.000000 Penalty: 5235.140137
	Iteration 5F: 3 clusters Score -4454453 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -4455814.500000 Penalty: 5235.140137
	Iteration 6F: 3 clusters Score -4455814 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -4457288.500000 Penalty: 5235.140137
	Iteration 7F: 3 clusters Score -4457288 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -4458679.000000 Penalty: 5235.140137
	Iteration 8F: 3 clusters Score -4458679 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -4459702.000000 Penalty: 5235.140137
	Iteration 9Q: 3 clusters Score -4459702 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -4460296.500000 Penalty: 5235.140137
	Iteration 10Q: 3 clusters Score -4460296 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -4460600.500000 Penalty: 5235.140137
	Iteration 11Q: 3 clusters Score -4460600 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -4460787.500000 Penalty: 5235.140137
	Iteration 12Q: 3 clusters Score -4460788 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -4460893.500000 Penalty: 5235.140137
	Iteration 13Q: 3 clusters Score -4460894 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -4460962.000000 Penalty: 5235.140137
	Iteration 14Q: 3 clusters Score -4460962 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -4461021.500000 Penalty: 5235.140137
	Iteration 15Q: 3 clusters Score -4461022 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -4461071.000000 Penalty: 5235.140137
	Iteration 16Q: 3 clusters Score -4461071 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -4461132.500000 Penalty: 5235.140137
	Iteration 17Q: 3 clusters Score -4461132 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -4461186.000000 Penalty: 5235.140137
	Iteration 18Q: 3 clusters Score -4461186 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -4461220.000000 Penalty: 5235.140137
	Iteration 19Q: 3 clusters Score -4461220 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -4461257.500000 Penalty: 5235.140137
	Iteration 20F: 3 clusters Score -4461258 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -4461300.000000 Penalty: 5235.140137
	Iteration 21Q: 3 clusters Score -4461300 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -4461322.500000 Penalty: 5235.140137
	Iteration 22Q: 3 clusters Score -4461322 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -4461355.500000 Penalty: 5235.140137
	Iteration 23Q: 3 clusters Score -4461356 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -4461403.000000 Penalty: 5235.140137
	Iteration 24Q: 3 clusters Score -4461403 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -4461428.000000 Penalty: 5235.140137
	Iteration 25Q: 3 clusters Score -4461428 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -4461456.500000 Penalty: 5235.140137
	Iteration 26Q: 3 clusters Score -4461456 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -4461477.500000 Penalty: 5235.140137
	Iteration 27Q: 3 clusters Score -4461478 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -4461498.000000 Penalty: 5235.140137
	Iteration 28Q: 3 clusters Score -4461498 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -4461529.500000 Penalty: 5235.140137
	Iteration 29Q: 3 clusters Score -4461530 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -4461549.500000 Penalty: 5235.140137
	Iteration 30Q: 3 clusters Score -4461550 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -4461568.500000 Penalty: 5235.140137
	Iteration 31Q: 3 clusters Score -4461568 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -4461589.500000 Penalty: 5235.140137
	Iteration 32Q: 3 clusters Score -4461590 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -4461633.000000 Penalty: 5235.140137
	Iteration 33Q: 3 clusters Score -4461633 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -4461663.500000 Penalty: 5235.140137
	Iteration 34Q: 3 clusters Score -4461664 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -4461688.500000 Penalty: 5235.140137
	Iteration 35Q: 3 clusters Score -4461688 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -4461723.000000 Penalty: 5235.140137
	Iteration 36Q: 3 clusters Score -4461723 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -4461750.500000 Penalty: 5235.140137
	Iteration 37Q: 3 clusters Score -4461750 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -4461830.000000 Penalty: 5235.140137
	Iteration 38Q: 3 clusters Score -4461830 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -4461875.000000 Penalty: 5235.140137
	Iteration 39Q: 3 clusters Score -4461875 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -4461967.500000 Penalty: 5235.140137
	Iteration 40F: 3 clusters Score -4461968 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -4462052.500000 Penalty: 5235.140137
	Iteration 41Q: 3 clusters Score -4462052 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4462156 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -4462283.500000 Penalty: 5235.140137
	Iteration 43Q: 3 clusters Score -4462284 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4462366 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4462473 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4462586 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4462686 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4462804 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -4462889.500000 Penalty: 5235.140137
	Iteration 49Q: 3 clusters Score -4462890 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -4462999.500000 Penalty: 5235.140137
	Iteration 50Q: 3 clusters Score -4463000 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4463078 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -4463142.500000 Penalty: 5235.140137
	Iteration 52Q: 3 clusters Score -4463142 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -4463193.500000 Penalty: 5235.140137
	Iteration 53Q: 3 clusters Score -4463194 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4463245 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4463290 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -4463344.500000 Penalty: 5235.140137
	Iteration 56Q: 3 clusters Score -4463344 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4463398 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4463460 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -4463515.500000 Penalty: 5235.140137
	Iteration 59Q: 3 clusters Score -4463516 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4463548 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -4463605.500000 Penalty: 5235.140137
	Iteration 61Q: 3 clusters Score -4463606 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -4463666.000000 Penalty: 5235.140137
	Iteration 62Q: 3 clusters Score -4463666 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -4463704.500000 Penalty: 5235.140137
	Iteration 63Q: 3 clusters Score -4463704 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -4463756.000000 Penalty: 5235.140137
	Iteration 64Q: 3 clusters Score -4463756 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4463810 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -4463835.000000 Penalty: 5235.140137
	Iteration 66Q: 3 clusters Score -4463835 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4463884 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4463914 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4463946 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4463976 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4463986 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -4464017.000000 Penalty: 5235.140137
	Iteration 72Q: 3 clusters Score -4464017 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4464028 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4464082 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -4464105.000000 Penalty: 5235.140137
	Iteration 75Q: 3 clusters Score -4464105 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -4464109.500000 Penalty: 5235.140137
	Iteration 76Q: 3 clusters Score -4464110 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -4464134.000000 Penalty: 5235.140137
	Iteration 77Q: 3 clusters Score -4464134 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -4464157.000000 Penalty: 5235.140137
	Iteration 78Q: 3 clusters Score -4464157 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -4464176.000000 Penalty: 5235.140137
	Iteration 79Q: 3 clusters Score -4464176 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -4464191.000000 Penalty: 5235.140137
	Iteration 80F: 3 clusters Score -4464191 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -4464226.000000 Penalty: 5235.140137
	Iteration 81Q: 3 clusters Score -4464226 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -4464278.000000 Penalty: 5235.140137
	Iteration 82Q: 3 clusters Score -4464278 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -4464314.500000 Penalty: 5235.140137
	Iteration 83Q: 3 clusters Score -4464314 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -4464341.000000 Penalty: 5235.140137
	Iteration 84Q: 3 clusters Score -4464341 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -4464358.500000 Penalty: 5235.140137
	Iteration 85Q: 3 clusters Score -4464358 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -4464396.500000 Penalty: 5235.140137
	Iteration 86Q: 3 clusters Score -4464396 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -4464443.500000 Penalty: 5235.140137
	Iteration 87Q: 3 clusters Score -4464444 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -4464459.500000 Penalty: 5235.140137
	Iteration 88Q: 3 clusters Score -4464460 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -4464480.000000 Penalty: 5235.140137
	Iteration 89Q: 3 clusters Score -4464480 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -4464497.000000 Penalty: 5235.140137
	Iteration 90Q: 3 clusters Score -4464497 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -4464501.500000 Penalty: 5235.140137
	Iteration 91Q: 3 clusters Score -4464502 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -4464519.000000 Penalty: 5235.140137
	Iteration 92Q: 3 clusters Score -4464519 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -4464535.000000 Penalty: 5235.140137
	Iteration 93Q: 3 clusters Score -4464535 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -4464541.000000 Penalty: 5235.140137
	Iteration 94Q: 3 clusters Score -4464541 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -4464556.000000 Penalty: 5235.140137
	Iteration 95Q: 3 clusters Score -4464556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4464584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -4464579.000000 Penalty: 5235.140137
	Iteration 97Q: 3 clusters Score -4464579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -4464593.500000 Penalty: 5235.140137
	Iteration 98Q: 3 clusters Score -4464594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -4464603.000000 Penalty: 5235.140137
	Iteration 99Q: 3 clusters Score -4464603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -4464620.000000 Penalty: 5235.140137
	Iteration 100F: 3 clusters Score -4464620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -4464626.500000 Penalty: 5235.140137
	Iteration 101Q: 3 clusters Score -4464626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -4464642.500000 Penalty: 5235.140137
	Iteration 102Q: 3 clusters Score -4464642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -4464662.500000 Penalty: 5235.140137
	Iteration 103Q: 3 clusters Score -4464662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -4464654.000000 Penalty: 5235.140137
	Iteration 104Q: 3 clusters Score -4464654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -4464665.500000 Penalty: 5235.140137
	Iteration 105Q: 3 clusters Score -4464666 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -4464671.500000 Penalty: 5235.140137
	Iteration 106Q: 3 clusters Score -4464672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -4464678.500000 Penalty: 5235.140137
	Iteration 107Q: 3 clusters Score -4464678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -4464685.500000 Penalty: 5235.140137
	Iteration 108Q: 3 clusters Score -4464686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -4464695.000000 Penalty: 5235.140137
	Iteration 109Q: 3 clusters Score -4464695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -4464707.000000 Penalty: 5235.140137
	Iteration 110Q: 3 clusters Score -4464707 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -4464715.000000 Penalty: 5235.140137
	Iteration 111Q: 3 clusters Score -4464715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -4464720.500000 Penalty: 5235.140137
	Iteration 112Q: 3 clusters Score -4464720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -4464712.000000 Penalty: 5235.140137
	Iteration 113Q: 3 clusters Score -4464712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -4464714.500000 Penalty: 5235.140137
	Iteration 114Q: 3 clusters Score -4464714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -4464736.000000 Penalty: 5235.140137
	Iteration 115Q: 3 clusters Score -4464736 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -4464746.500000 Penalty: 5235.140137
	Iteration 116Q: 3 clusters Score -4464746 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -4464767.500000 Penalty: 5235.140137
	Iteration 117Q: 3 clusters Score -4464768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -4464790.000000 Penalty: 5235.140137
	Iteration 118Q: 3 clusters Score -4464790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -4464808.500000 Penalty: 5235.140137
	Iteration 119Q: 3 clusters Score -4464808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -4464812.000000 Penalty: 5235.140137
	Iteration 120F: 3 clusters Score -4464812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -4464811.500000 Penalty: 5235.140137
	Iteration 121Q: 3 clusters Score -4464812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -4464828.500000 Penalty: 5235.140137
	Iteration 122Q: 3 clusters Score -4464828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -4464845.500000 Penalty: 5235.140137
	Iteration 123Q: 3 clusters Score -4464846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -4464856.500000 Penalty: 5235.140137
	Iteration 124Q: 3 clusters Score -4464856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -4464873.500000 Penalty: 5235.140137
	Iteration 125Q: 3 clusters Score -4464874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -4464880.000000 Penalty: 5235.140137
	Iteration 126Q: 3 clusters Score -4464880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -4464895.500000 Penalty: 5235.140137
	Iteration 127Q: 3 clusters Score -4464896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -4464904.000000 Penalty: 5235.140137
	Iteration 128Q: 3 clusters Score -4464904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -4464903.000000 Penalty: 5235.140137
	Iteration 129Q: 3 clusters Score -4464903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -4464896.000000 Penalty: 5235.140137
	Iteration 130Q: 3 clusters Score -4464896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -4464903.000000 Penalty: 5235.140137
	Iteration 131Q: 3 clusters Score -4464903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -4464910.000000 Penalty: 5235.140137
	Iteration 132Q: 3 clusters Score -4464910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4464910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -4464919.500000 Penalty: 5235.140137
	Iteration 134Q: 3 clusters Score -4464920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -4464919.500000 Penalty: 5235.140137
	Iteration 135Q: 3 clusters Score -4464920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -4464921.500000 Penalty: 5235.140137
	Iteration 136Q: 3 clusters Score -4464922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -4464932.500000 Penalty: 5235.140137
	Iteration 137Q: 3 clusters Score -4464932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -4464926.000000 Penalty: 5235.140137
	Iteration 138Q: 3 clusters Score -4464926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -4464931.000000 Penalty: 5235.140137
	Iteration 139Q: 3 clusters Score -4464931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -4464929.500000 Penalty: 5235.140137
	Iteration 140F: 3 clusters Score -4464930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -4464930.000000 Penalty: 5235.140137
	Iteration 141Q: 3 clusters Score -4464930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -4464934.500000 Penalty: 5235.140137
	Iteration 142Q: 3 clusters Score -4464934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -4464936.500000 Penalty: 5235.140137
	Iteration 143Q: 3 clusters Score -4464936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -4464934.000000 Penalty: 5235.140137
	Iteration 144Q: 3 clusters Score -4464934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -4464932.500000 Penalty: 5235.140137
	Iteration 145Q: 3 clusters Score -4464932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -4464931.500000 Penalty: 5235.140137
	Iteration 146Q: 3 clusters Score -4464932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -4464935.000000 Penalty: 5235.140137
	Iteration 147Q: 3 clusters Score -4464935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -4464934.500000 Penalty: 5235.140137
	Iteration 148Q: 3 clusters Score -4464934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -4464931.000000 Penalty: 5235.140137
	Iteration 149Q: 3 clusters Score -4464931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -4464929.500000 Penalty: 5235.140137
	Iteration 150Q: 3 clusters Score -4464930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -4464929.500000 Penalty: 5235.140137
	Iteration 151Q: 3 clusters Score -4464930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -4464929.500000 Penalty: 5235.140137
	Iteration 152F: 3 clusters Score -4464930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Entering Unmasked Estep 
Score: -1616625.125000 Penalty: 2347.757324
	Iteration 0F: 2 clusters Score -1616625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1607074.125000 Penalty: 4695.514648
	Iteration 0F: 3 clusters Score -1607074 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1609946.000000 Penalty: 4695.514648
	Iteration 1F: 3 clusters Score -1609946 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1610279.750000 Penalty: 4695.514648
	Iteration 2F: 3 clusters Score -1610280 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1610598.125000 Penalty: 4695.514648
	Iteration 3F: 3 clusters Score -1610598 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1610883.375000 Penalty: 4695.514648
	Iteration 4Q: 3 clusters Score -1610883 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1611209.375000 Penalty: 4695.514648
	Iteration 5Q: 3 clusters Score -1611209 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1611615.250000 Penalty: 4695.514648
	Iteration 6Q: 3 clusters Score -1611615 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1612103.000000 Penalty: 4695.514648
	Iteration 7F: 3 clusters Score -1612103 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1612714.750000 Penalty: 4695.514648
	Iteration 8F: 3 clusters Score -1612715 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1613319.750000 Penalty: 4695.514648
	Iteration 9F: 3 clusters Score -1613320 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1613794.375000 Penalty: 4695.514648
	Iteration 10Q: 3 clusters Score -1613794 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1614124.250000 Penalty: 4695.514648
	Iteration 11Q: 3 clusters Score -1614124 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1614305.125000 Penalty: 4695.514648
	Iteration 12Q: 3 clusters Score -1614305 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1614407.750000 Penalty: 4695.514648
	Iteration 13Q: 3 clusters Score -1614408 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1614478.875000 Penalty: 4695.514648
	Iteration 14Q: 3 clusters Score -1614479 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1614517.125000 Penalty: 4695.514648
	Iteration 15Q: 3 clusters Score -1614517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1614538.375000 Penalty: 4695.514648
	Iteration 16Q: 3 clusters Score -1614538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1614545.125000 Penalty: 4695.514648
	Iteration 17Q: 3 clusters Score -1614545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1614559.125000 Penalty: 4695.514648
	Iteration 18Q: 3 clusters Score -1614559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1614562.000000 Penalty: 4695.514648
	Iteration 19Q: 3 clusters Score -1614562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1614570.125000 Penalty: 4695.514648
	Iteration 20F: 3 clusters Score -1614570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1614590.375000 Penalty: 4695.514648
	Iteration 21Q: 3 clusters Score -1614590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1614600.750000 Penalty: 4695.514648
	Iteration 22Q: 3 clusters Score -1614601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1614606.000000 Penalty: 4695.514648
	Iteration 23Q: 3 clusters Score -1614606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1614611.625000 Penalty: 4695.514648
	Iteration 24Q: 3 clusters Score -1614612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1614617.875000 Penalty: 4695.514648
	Iteration 25Q: 3 clusters Score -1614618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1614616.875000 Penalty: 4695.514648
	Iteration 26Q: 3 clusters Score -1614617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1614617.500000 Penalty: 4695.514648
	Iteration 27Q: 3 clusters Score -1614618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1614617.500000 Penalty: 4695.514648
	Iteration 28F: 3 clusters Score -1614618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -27575.191406 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -27575.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26408.718750 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -26408.72 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26851.486328 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -26851.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27293.164062 Penalty: 2843.737305
	Iteration 2F: 3 clusters Score -27293.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27619.087891 Penalty: 2843.737305
	Iteration 3F: 3 clusters Score -27619.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27722.031250 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -27722.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -27767.552734 Penalty: 2843.737305
	Iteration 5Q: 3 clusters Score -27767.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27868.695312 Penalty: 2843.737305
	Iteration 6Q: 3 clusters Score -27868.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27968.935547 Penalty: 2843.737305
	Iteration 7Q: 3 clusters Score -27968.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27989.175781 Penalty: 2843.737305
	Iteration 8Q: 3 clusters Score -27989.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28038.777344 Penalty: 2843.737305
	Iteration 9Q: 3 clusters Score -28038.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28050.298828 Penalty: 2843.737305
	Iteration 10Q: 3 clusters Score -28050.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28052.185547 Penalty: 2843.737305
	Iteration 11F: 3 clusters Score -28052.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28091.455078 Penalty: 2843.737305
	Iteration 12Q: 3 clusters Score -28091.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28093.435547 Penalty: 2843.737305
	Iteration 13F: 3 clusters Score -28093.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28169.337891 Penalty: 2843.737305
	Iteration 14Q: 3 clusters Score -28169.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28169.337891 Penalty: 2843.737305
	Iteration 15F: 3 clusters Score -28169.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 262153 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 60863 members 
Mstep: Class 4 contains 17619 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182364 members 
Mstep: Class 7 contains 25586 members 
Mstep: Class 8 contains 8197 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58591 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69482 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65519 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 250495 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 8133 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5604 members 
Mstep: Class 25 contains 35072 members 
Mstep: Class 26 contains 10163 members 
Mstep: Class 27 contains 11865 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38358 members 
Mstep: Class 30 contains 12923 members 
Mstep: Class 31 contains 106 members 
Mstep: Class 32 contains 27548 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25031 members 
Mstep: Class 36 contains 494 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 765 members 
Mstep: Class 40 contains 8581 members 
Mstep: Class 41 contains 203 members 
Entering Unmasked Estep 
Score: -148060768.000000 Penalty: 142708.921875
Splitting cluster 31 changes total score from -148062208.000000 to -148060768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (27548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Entering Unmasked Estep 
Score: -3300868.500000 Penalty: 2535.473877
	Iteration 0F: 2 clusters Score -3300868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -3281859.750000 Penalty: 5070.947754
	Iteration 0F: 3 clusters Score -3281860 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -3288565.000000 Penalty: 5070.947754
	Iteration 1F: 3 clusters Score -3288565 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3289116.000000 Penalty: 5070.947754
	Iteration 2Q: 3 clusters Score -3289116 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3289693.750000 Penalty: 5070.947754
	Iteration 3F: 3 clusters Score -3289694 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3290337.500000 Penalty: 5070.947754
	Iteration 4Q: 3 clusters Score -3290338 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -3290983.500000 Penalty: 5070.947754
	Iteration 5Q: 3 clusters Score -3290984 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -3291678.000000 Penalty: 5070.947754
	Iteration 6Q: 3 clusters Score -3291678 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -3292426.500000 Penalty: 5070.947754
	Iteration 7F: 3 clusters Score -3292426 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3293202.750000 Penalty: 5070.947754
	Iteration 8F: 3 clusters Score -3293203 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -3293989.750000 Penalty: 5070.947754
	Iteration 9Q: 3 clusters Score -3293990 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3294807.250000 Penalty: 5070.947754
	Iteration 10Q: 3 clusters Score -3294807 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3295663.500000 Penalty: 5070.947754
	Iteration 11Q: 3 clusters Score -3295664 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3296422.750000 Penalty: 5070.947754
	Iteration 12Q: 3 clusters Score -3296423 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3296911.250000 Penalty: 5070.947754
	Iteration 13Q: 3 clusters Score -3296911 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -3297252.500000 Penalty: 5070.947754
	Iteration 14Q: 3 clusters Score -3297252 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3297484.500000 Penalty: 5070.947754
	Iteration 15Q: 3 clusters Score -3297484 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -3297697.750000 Penalty: 5070.947754
	Iteration 16Q: 3 clusters Score -3297698 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -3297847.000000 Penalty: 5070.947754
	Iteration 17Q: 3 clusters Score -3297847 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -3297969.000000 Penalty: 5070.947754
	Iteration 18Q: 3 clusters Score -3297969 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3298077.500000 Penalty: 5070.947754
	Iteration 19Q: 3 clusters Score -3298078 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3298149.750000 Penalty: 5070.947754
	Iteration 20F: 3 clusters Score -3298150 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3298219.500000 Penalty: 5070.947754
	Iteration 21Q: 3 clusters Score -3298220 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3298262.000000 Penalty: 5070.947754
	Iteration 22Q: 3 clusters Score -3298262 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3298309.250000 Penalty: 5070.947754
	Iteration 23Q: 3 clusters Score -3298309 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -3298332.250000 Penalty: 5070.947754
	Iteration 24Q: 3 clusters Score -3298332 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3298359.750000 Penalty: 5070.947754
	Iteration 25Q: 3 clusters Score -3298360 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -3298377.750000 Penalty: 5070.947754
	Iteration 26Q: 3 clusters Score -3298378 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3298404.750000 Penalty: 5070.947754
	Iteration 27Q: 3 clusters Score -3298405 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3298402.500000 Penalty: 5070.947754
	Iteration 28Q: 3 clusters Score -3298402 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -3298399.750000 Penalty: 5070.947754
	Iteration 29Q: 3 clusters Score -3298400 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -3298415.750000 Penalty: 5070.947754
	Iteration 30Q: 3 clusters Score -3298416 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -3298421.000000 Penalty: 5070.947754
	Iteration 31Q: 3 clusters Score -3298421 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -3298431.000000 Penalty: 5070.947754
	Iteration 32Q: 3 clusters Score -3298431 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3298439.250000 Penalty: 5070.947754
	Iteration 33Q: 3 clusters Score -3298439 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -3298444.750000 Penalty: 5070.947754
	Iteration 34Q: 3 clusters Score -3298445 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -3298439.750000 Penalty: 5070.947754
	Iteration 35Q: 3 clusters Score -3298440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -3298440.000000 Penalty: 5070.947754
	Iteration 36Q: 3 clusters Score -3298440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -3298444.250000 Penalty: 5070.947754
	Iteration 37Q: 3 clusters Score -3298444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -3298446.750000 Penalty: 5070.947754
	Iteration 38Q: 3 clusters Score -3298447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -3298451.000000 Penalty: 5070.947754
	Iteration 39Q: 3 clusters Score -3298451 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -3298459.750000 Penalty: 5070.947754
	Iteration 40F: 3 clusters Score -3298460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -3298466.500000 Penalty: 5070.947754
	Iteration 41Q: 3 clusters Score -3298466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -3298466.250000 Penalty: 5070.947754
	Iteration 42Q: 3 clusters Score -3298466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -3298465.750000 Penalty: 5070.947754
	Iteration 43Q: 3 clusters Score -3298466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3298463.750000 Penalty: 5070.947754
	Iteration 44Q: 3 clusters Score -3298464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -3298459.250000 Penalty: 5070.947754
	Iteration 45Q: 3 clusters Score -3298459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -3298459.750000 Penalty: 5070.947754
	Iteration 46Q: 3 clusters Score -3298460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -3298464.750000 Penalty: 5070.947754
	Iteration 47Q: 3 clusters Score -3298465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -3298465.750000 Penalty: 5070.947754
	Iteration 48Q: 3 clusters Score -3298466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -3298474.000000 Penalty: 5070.947754
	Iteration 49Q: 3 clusters Score -3298474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -3298471.750000 Penalty: 5070.947754
	Iteration 50Q: 3 clusters Score -3298472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -3298474.750000 Penalty: 5070.947754
	Iteration 51Q: 3 clusters Score -3298475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -3298483.250000 Penalty: 5070.947754
	Iteration 52Q: 3 clusters Score -3298483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -3298480.250000 Penalty: 5070.947754
	Iteration 53Q: 3 clusters Score -3298480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -3298483.500000 Penalty: 5070.947754
	Iteration 54Q: 3 clusters Score -3298484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -3298478.000000 Penalty: 5070.947754
	Iteration 55Q: 3 clusters Score -3298478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -3298478.750000 Penalty: 5070.947754
	Iteration 56Q: 3 clusters Score -3298479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -3298475.250000 Penalty: 5070.947754
	Iteration 57Q: 3 clusters Score -3298475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3298476.750000 Penalty: 5070.947754
	Iteration 58Q: 3 clusters Score -3298477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -3298478.500000 Penalty: 5070.947754
	Iteration 59Q: 3 clusters Score -3298478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -3298479.250000 Penalty: 5070.947754
	Iteration 60F: 3 clusters Score -3298479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -3298476.750000 Penalty: 5070.947754
	Iteration 61Q: 3 clusters Score -3298477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -3298480.750000 Penalty: 5070.947754
	Iteration 62Q: 3 clusters Score -3298481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -3298483.750000 Penalty: 5070.947754
	Iteration 63Q: 3 clusters Score -3298484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -3298480.250000 Penalty: 5070.947754
	Iteration 64Q: 3 clusters Score -3298480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -3298486.500000 Penalty: 5070.947754
	Iteration 65Q: 3 clusters Score -3298486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -3298485.250000 Penalty: 5070.947754
	Iteration 66Q: 3 clusters Score -3298485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3298481.750000 Penalty: 5070.947754
	Iteration 67Q: 3 clusters Score -3298482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3298482.750000 Penalty: 5070.947754
	Iteration 68Q: 3 clusters Score -3298483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -3298481.500000 Penalty: 5070.947754
	Iteration 69Q: 3 clusters Score -3298482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -3298482.750000 Penalty: 5070.947754
	Iteration 70Q: 3 clusters Score -3298483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -3298482.750000 Penalty: 5070.947754
	Iteration 71F: 3 clusters Score -3298483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Entering Unmasked Estep 
Score: -226770.812500 Penalty: 1898.301880
	Iteration 0F: 2 clusters Score -226770.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -224153.875000 Penalty: 3796.603760
	Iteration 0F: 3 clusters Score -224153.9 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -224984.421875 Penalty: 3796.603760
	Iteration 1F: 3 clusters Score -224984.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -225333.546875 Penalty: 3796.603760
	Iteration 2F: 3 clusters Score -225333.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -225558.796875 Penalty: 3796.603760
	Iteration 3F: 3 clusters Score -225558.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -225683.546875 Penalty: 3796.603760
	Iteration 4F: 3 clusters Score -225683.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -225750.500000 Penalty: 3796.603760
	Iteration 5Q: 3 clusters Score -225750.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -225809.187500 Penalty: 3796.603760
	Iteration 6Q: 3 clusters Score -225809.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -225873.843750 Penalty: 3796.603760
	Iteration 7Q: 3 clusters Score -225873.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -225934.609375 Penalty: 3796.603760
	Iteration 8Q: 3 clusters Score -225934.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -225962.140625 Penalty: 3796.603760
	Iteration 9Q: 3 clusters Score -225962.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -225986.578125 Penalty: 3796.603760
	Iteration 10Q: 3 clusters Score -225986.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -226004.640625 Penalty: 3796.603760
	Iteration 11Q: 3 clusters Score -226004.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -226020.125000 Penalty: 3796.603760
	Iteration 12Q: 3 clusters Score -226020.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -226033.437500 Penalty: 3796.603760
	Iteration 13Q: 3 clusters Score -226033.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -226041.781250 Penalty: 3796.603760
	Iteration 14Q: 3 clusters Score -226041.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -226048.234375 Penalty: 3796.603760
	Iteration 15Q: 3 clusters Score -226048.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -226056.609375 Penalty: 3796.603760
	Iteration 16Q: 3 clusters Score -226056.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -226065.078125 Penalty: 3796.603760
	Iteration 17Q: 3 clusters Score -226065.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -226077.437500 Penalty: 3796.603760
	Iteration 18Q: 3 clusters Score -226077.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -226087.875000 Penalty: 3796.603760
	Iteration 19Q: 3 clusters Score -226087.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -226100.828125 Penalty: 3796.603760
	Iteration 20F: 3 clusters Score -226100.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -226107.531250 Penalty: 3796.603760
	Iteration 21Q: 3 clusters Score -226107.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -226113.109375 Penalty: 3796.603760
	Iteration 22Q: 3 clusters Score -226113.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -226119.906250 Penalty: 3796.603760
	Iteration 23Q: 3 clusters Score -226119.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -226127.531250 Penalty: 3796.603760
	Iteration 24Q: 3 clusters Score -226127.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -226134.375000 Penalty: 3796.603760
	Iteration 25Q: 3 clusters Score -226134.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -226141.734375 Penalty: 3796.603760
	Iteration 26Q: 3 clusters Score -226141.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -226145.968750 Penalty: 3796.603760
	Iteration 27Q: 3 clusters Score -226146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -226150.328125 Penalty: 3796.603760
	Iteration 28Q: 3 clusters Score -226150.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -226159.140625 Penalty: 3796.603760
	Iteration 29Q: 3 clusters Score -226159.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -226167.718750 Penalty: 3796.603760
	Iteration 30Q: 3 clusters Score -226167.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -226171.187500 Penalty: 3796.603760
	Iteration 31Q: 3 clusters Score -226171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -226173.750000 Penalty: 3796.603760
	Iteration 32Q: 3 clusters Score -226173.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -226178.234375 Penalty: 3796.603760
	Iteration 33Q: 3 clusters Score -226178.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -226186.296875 Penalty: 3796.603760
	Iteration 34Q: 3 clusters Score -226186.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -226197.593750 Penalty: 3796.603760
	Iteration 35Q: 3 clusters Score -226197.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -226211.625000 Penalty: 3796.603760
	Iteration 36Q: 3 clusters Score -226211.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -226231.937500 Penalty: 3796.603760
	Iteration 37Q: 3 clusters Score -226231.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -226249.046875 Penalty: 3796.603760
	Iteration 38Q: 3 clusters Score -226249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -226262.453125 Penalty: 3796.603760
	Iteration 39Q: 3 clusters Score -226262.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -226273.156250 Penalty: 3796.603760
	Iteration 40F: 3 clusters Score -226273.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -226281.687500 Penalty: 3796.603760
	Iteration 41Q: 3 clusters Score -226281.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -226308.156250 Penalty: 3796.603760
	Iteration 42Q: 3 clusters Score -226308.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -226341.609375 Penalty: 3796.603760
	Iteration 43Q: 3 clusters Score -226341.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -226374.796875 Penalty: 3796.603760
	Iteration 44Q: 3 clusters Score -226374.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -226408.656250 Penalty: 3796.603760
	Iteration 45Q: 3 clusters Score -226408.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -226436.875000 Penalty: 3796.603760
	Iteration 46Q: 3 clusters Score -226436.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -226462.312500 Penalty: 3796.603760
	Iteration 47Q: 3 clusters Score -226462.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -226493.203125 Penalty: 3796.603760
	Iteration 48Q: 3 clusters Score -226493.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -226507.515625 Penalty: 3796.603760
	Iteration 49Q: 3 clusters Score -226507.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -226520.437500 Penalty: 3796.603760
	Iteration 50Q: 3 clusters Score -226520.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -226536.015625 Penalty: 3796.603760
	Iteration 51Q: 3 clusters Score -226536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -226541.968750 Penalty: 3796.603760
	Iteration 52Q: 3 clusters Score -226542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -226543.734375 Penalty: 3796.603760
	Iteration 53Q: 3 clusters Score -226543.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -226546.437500 Penalty: 3796.603760
	Iteration 54Q: 3 clusters Score -226546.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -226552.625000 Penalty: 3796.603760
	Iteration 55Q: 3 clusters Score -226552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -226555.078125 Penalty: 3796.603760
	Iteration 56Q: 3 clusters Score -226555.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -226556.890625 Penalty: 3796.603760
	Iteration 57Q: 3 clusters Score -226556.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -226556.890625 Penalty: 3796.603760
	Iteration 58F: 3 clusters Score -226556.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -58016.710938 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -58016.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -56567.863281 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -56567.86 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57042.867188 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -57042.87 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57232.757812 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -57232.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -57318.082031 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -57318.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -57388.058594 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -57388.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -57422.425781 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -57422.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -57449.703125 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -57449.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -57476.476562 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -57476.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -57522.675781 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -57522.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -57549.820312 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -57549.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -57556.617188 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -57556.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -57573.753906 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -57573.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -57592.355469 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -57592.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -57655.296875 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -57655.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -57684.582031 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -57684.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -57695.792969 Penalty: 3126.099121
	Iteration 15Q: 3 clusters Score -57695.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -57705.914062 Penalty: 3126.099121
	Iteration 16Q: 3 clusters Score -57705.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -57711.769531 Penalty: 3126.099121
	Iteration 17Q: 3 clusters Score -57711.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -57711.769531 Penalty: 3126.099121
	Iteration 18F: 3 clusters Score -57711.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (25031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Entering Unmasked Estep 
Score: -3051233.250000 Penalty: 2511.711914
	Iteration 0F: 2 clusters Score -3051233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3033959.250000 Penalty: 5023.423828
	Iteration 0F: 3 clusters Score -3033959 nChanged 11178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -3040036.000000 Penalty: 5023.423828
	Iteration 1F: 3 clusters Score -3040036 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3040517.000000 Penalty: 5023.423828
	Iteration 2Q: 3 clusters Score -3040517 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -3041025.250000 Penalty: 5023.423828
	Iteration 3Q: 3 clusters Score -3041025 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3041700.750000 Penalty: 5023.423828
	Iteration 4Q: 3 clusters Score -3041701 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3042584.250000 Penalty: 5023.423828
	Iteration 5F: 3 clusters Score -3042584 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3043599.000000 Penalty: 5023.423828
	Iteration 6F: 3 clusters Score -3043599 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3044774.000000 Penalty: 5023.423828
	Iteration 7F: 3 clusters Score -3044774 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -3046019.750000 Penalty: 5023.423828
	Iteration 8F: 3 clusters Score -3046020 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -3046919.500000 Penalty: 5023.423828
	Iteration 9F: 3 clusters Score -3046920 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3047395.250000 Penalty: 5023.423828
	Iteration 10Q: 3 clusters Score -3047395 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -3047627.250000 Penalty: 5023.423828
	Iteration 11Q: 3 clusters Score -3047627 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -3047755.000000 Penalty: 5023.423828
	Iteration 12Q: 3 clusters Score -3047755 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -3047841.250000 Penalty: 5023.423828
	Iteration 13Q: 3 clusters Score -3047841 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -3047890.750000 Penalty: 5023.423828
	Iteration 14Q: 3 clusters Score -3047891 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -3047931.000000 Penalty: 5023.423828
	Iteration 15Q: 3 clusters Score -3047931 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -3047945.500000 Penalty: 5023.423828
	Iteration 16Q: 3 clusters Score -3047946 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -3047973.750000 Penalty: 5023.423828
	Iteration 17Q: 3 clusters Score -3047974 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -3047987.000000 Penalty: 5023.423828
	Iteration 18Q: 3 clusters Score -3047987 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3048006.000000 Penalty: 5023.423828
	Iteration 19Q: 3 clusters Score -3048006 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3048023.500000 Penalty: 5023.423828
	Iteration 20F: 3 clusters Score -3048024 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -3048032.250000 Penalty: 5023.423828
	Iteration 21Q: 3 clusters Score -3048032 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -3048039.250000 Penalty: 5023.423828
	Iteration 22Q: 3 clusters Score -3048039 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -3048053.750000 Penalty: 5023.423828
	Iteration 23Q: 3 clusters Score -3048054 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -3048060.750000 Penalty: 5023.423828
	Iteration 24Q: 3 clusters Score -3048061 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -3048055.500000 Penalty: 5023.423828
	Iteration 25Q: 3 clusters Score -3048056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -3048077.000000 Penalty: 5023.423828
	Iteration 26Q: 3 clusters Score -3048077 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -3048070.500000 Penalty: 5023.423828
	Iteration 27Q: 3 clusters Score -3048070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -3048078.750000 Penalty: 5023.423828
	Iteration 28Q: 3 clusters Score -3048079 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3048078.500000 Penalty: 5023.423828
	Iteration 29Q: 3 clusters Score -3048078 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -3048091.250000 Penalty: 5023.423828
	Iteration 30Q: 3 clusters Score -3048091 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -3048105.750000 Penalty: 5023.423828
	Iteration 31Q: 3 clusters Score -3048106 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -3048124.500000 Penalty: 5023.423828
	Iteration 32Q: 3 clusters Score -3048124 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -3048125.250000 Penalty: 5023.423828
	Iteration 33Q: 3 clusters Score -3048125 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -3048137.500000 Penalty: 5023.423828
	Iteration 34Q: 3 clusters Score -3048138 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3048149.500000 Penalty: 5023.423828
	Iteration 35Q: 3 clusters Score -3048150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -3048160.500000 Penalty: 5023.423828
	Iteration 36Q: 3 clusters Score -3048160 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -3048162.000000 Penalty: 5023.423828
	Iteration 37Q: 3 clusters Score -3048162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -3048172.250000 Penalty: 5023.423828
	Iteration 38Q: 3 clusters Score -3048172 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -3048177.750000 Penalty: 5023.423828
	Iteration 39Q: 3 clusters Score -3048178 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -3048184.750000 Penalty: 5023.423828
	Iteration 40F: 3 clusters Score -3048185 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -3048197.750000 Penalty: 5023.423828
	Iteration 41Q: 3 clusters Score -3048198 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -3048201.000000 Penalty: 5023.423828
	Iteration 42Q: 3 clusters Score -3048201 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -3048223.250000 Penalty: 5023.423828
	Iteration 43Q: 3 clusters Score -3048223 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -3048231.250000 Penalty: 5023.423828
	Iteration 44Q: 3 clusters Score -3048231 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -3048253.750000 Penalty: 5023.423828
	Iteration 45Q: 3 clusters Score -3048254 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -3048268.000000 Penalty: 5023.423828
	Iteration 46Q: 3 clusters Score -3048268 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -3048287.000000 Penalty: 5023.423828
	Iteration 47Q: 3 clusters Score -3048287 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -3048283.500000 Penalty: 5023.423828
	Iteration 48Q: 3 clusters Score -3048284 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3048307.250000 Penalty: 5023.423828
	Iteration 49Q: 3 clusters Score -3048307 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -3048323.750000 Penalty: 5023.423828
	Iteration 50Q: 3 clusters Score -3048324 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -3048344.250000 Penalty: 5023.423828
	Iteration 51Q: 3 clusters Score -3048344 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -3048382.250000 Penalty: 5023.423828
	Iteration 52Q: 3 clusters Score -3048382 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3048423.500000 Penalty: 5023.423828
	Iteration 53Q: 3 clusters Score -3048424 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -3048463.750000 Penalty: 5023.423828
	Iteration 54Q: 3 clusters Score -3048464 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -3048507.250000 Penalty: 5023.423828
	Iteration 55Q: 3 clusters Score -3048507 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -3048554.250000 Penalty: 5023.423828
	Iteration 56Q: 3 clusters Score -3048554 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -3048601.000000 Penalty: 5023.423828
	Iteration 57Q: 3 clusters Score -3048601 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -3048666.750000 Penalty: 5023.423828
	Iteration 58Q: 3 clusters Score -3048667 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -3048745.500000 Penalty: 5023.423828
	Iteration 59Q: 3 clusters Score -3048746 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -3048836.000000 Penalty: 5023.423828
	Iteration 60F: 3 clusters Score -3048836 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -3048929.000000 Penalty: 5023.423828
	Iteration 61Q: 3 clusters Score -3048929 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -3049033.000000 Penalty: 5023.423828
	Iteration 62Q: 3 clusters Score -3049033 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -3049144.250000 Penalty: 5023.423828
	Iteration 63Q: 3 clusters Score -3049144 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -3049225.750000 Penalty: 5023.423828
	Iteration 64Q: 3 clusters Score -3049226 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -3049286.500000 Penalty: 5023.423828
	Iteration 65Q: 3 clusters Score -3049286 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -3049341.000000 Penalty: 5023.423828
	Iteration 66Q: 3 clusters Score -3049341 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -3049377.000000 Penalty: 5023.423828
	Iteration 67Q: 3 clusters Score -3049377 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -3049403.750000 Penalty: 5023.423828
	Iteration 68Q: 3 clusters Score -3049404 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -3049411.500000 Penalty: 5023.423828
	Iteration 69Q: 3 clusters Score -3049412 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -3049422.750000 Penalty: 5023.423828
	Iteration 70Q: 3 clusters Score -3049423 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -3049435.500000 Penalty: 5023.423828
	Iteration 71Q: 3 clusters Score -3049436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -3049450.000000 Penalty: 5023.423828
	Iteration 72Q: 3 clusters Score -3049450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3049453.250000 Penalty: 5023.423828
	Iteration 73Q: 3 clusters Score -3049453 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -3049464.250000 Penalty: 5023.423828
	Iteration 74Q: 3 clusters Score -3049464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -3049465.750000 Penalty: 5023.423828
	Iteration 75Q: 3 clusters Score -3049466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -3049475.750000 Penalty: 5023.423828
	Iteration 76Q: 3 clusters Score -3049476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -3049481.500000 Penalty: 5023.423828
	Iteration 77Q: 3 clusters Score -3049482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -3049487.750000 Penalty: 5023.423828
	Iteration 78Q: 3 clusters Score -3049488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -3049485.250000 Penalty: 5023.423828
	Iteration 79Q: 3 clusters Score -3049485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -3049486.000000 Penalty: 5023.423828
	Iteration 80F: 3 clusters Score -3049486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3049492.000000 Penalty: 5023.423828
	Iteration 81Q: 3 clusters Score -3049492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -3049489.500000 Penalty: 5023.423828
	Iteration 82Q: 3 clusters Score -3049490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -3049491.500000 Penalty: 5023.423828
	Iteration 83Q: 3 clusters Score -3049492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -3049487.750000 Penalty: 5023.423828
	Iteration 84Q: 3 clusters Score -3049488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -3049491.750000 Penalty: 5023.423828
	Iteration 85Q: 3 clusters Score -3049492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3049495.250000 Penalty: 5023.423828
	Iteration 86Q: 3 clusters Score -3049495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -3049499.750000 Penalty: 5023.423828
	Iteration 87Q: 3 clusters Score -3049500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3049497.750000 Penalty: 5023.423828
	Iteration 88Q: 3 clusters Score -3049498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -3049496.000000 Penalty: 5023.423828
	Iteration 89Q: 3 clusters Score -3049496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -3049500.250000 Penalty: 5023.423828
	Iteration 90Q: 3 clusters Score -3049500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -3049503.000000 Penalty: 5023.423828
	Iteration 91Q: 3 clusters Score -3049503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -3049501.250000 Penalty: 5023.423828
	Iteration 92Q: 3 clusters Score -3049501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -3049504.750000 Penalty: 5023.423828
	Iteration 93Q: 3 clusters Score -3049505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -3049507.250000 Penalty: 5023.423828
	Iteration 94Q: 3 clusters Score -3049507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -3049512.250000 Penalty: 5023.423828
	Iteration 95Q: 3 clusters Score -3049512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -3049513.250000 Penalty: 5023.423828
	Iteration 96Q: 3 clusters Score -3049513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3049510.000000 Penalty: 5023.423828
	Iteration 97Q: 3 clusters Score -3049510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -3049513.750000 Penalty: 5023.423828
	Iteration 98Q: 3 clusters Score -3049514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -3049513.500000 Penalty: 5023.423828
	Iteration 99Q: 3 clusters Score -3049514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -3049526.750000 Penalty: 5023.423828
	Iteration 100F: 3 clusters Score -3049527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3049524.250000 Penalty: 5023.423828
	Iteration 101Q: 3 clusters Score -3049524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -3049521.000000 Penalty: 5023.423828
	Iteration 102Q: 3 clusters Score -3049521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -3049523.250000 Penalty: 5023.423828
	Iteration 103Q: 3 clusters Score -3049523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -3049523.500000 Penalty: 5023.423828
	Iteration 104Q: 3 clusters Score -3049524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -3049524.750000 Penalty: 5023.423828
	Iteration 105Q: 3 clusters Score -3049525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -3049521.250000 Penalty: 5023.423828
	Iteration 106Q: 3 clusters Score -3049521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -3049523.000000 Penalty: 5023.423828
	Iteration 107Q: 3 clusters Score -3049523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -3049529.250000 Penalty: 5023.423828
	Iteration 108Q: 3 clusters Score -3049529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -3049527.250000 Penalty: 5023.423828
	Iteration 109Q: 3 clusters Score -3049527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -3049528.250000 Penalty: 5023.423828
	Iteration 110Q: 3 clusters Score -3049528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3049530.000000 Penalty: 5023.423828
	Iteration 111Q: 3 clusters Score -3049530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -3049530.500000 Penalty: 5023.423828
	Iteration 112Q: 3 clusters Score -3049530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -3049530.500000 Penalty: 5023.423828
	Iteration 113Q: 3 clusters Score -3049530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -3049532.250000 Penalty: 5023.423828
	Iteration 114Q: 3 clusters Score -3049532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -3049531.000000 Penalty: 5023.423828
	Iteration 115Q: 3 clusters Score -3049531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -3049533.750000 Penalty: 5023.423828
	Iteration 116Q: 3 clusters Score -3049534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -3049533.250000 Penalty: 5023.423828
	Iteration 117Q: 3 clusters Score -3049533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -3049533.000000 Penalty: 5023.423828
	Iteration 118Q: 3 clusters Score -3049533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3049535.000000 Penalty: 5023.423828
	Iteration 119Q: 3 clusters Score -3049535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -3049535.750000 Penalty: 5023.423828
	Iteration 120F: 3 clusters Score -3049536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -3049532.500000 Penalty: 5023.423828
	Iteration 121Q: 3 clusters Score -3049532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -3049532.500000 Penalty: 5023.423828
	Iteration 122F: 3 clusters Score -3049532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -56942.078125 Penalty: 1538.228882
	Iteration 0F: 2 clusters Score -56942.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55440.972656 Penalty: 3076.457764
	Iteration 0F: 3 clusters Score -55440.97 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55641.679688 Penalty: 3076.457764
	Iteration 1F: 3 clusters Score -55641.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55673.128906 Penalty: 3076.457764
	Iteration 2Q: 3 clusters Score -55673.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55678.902344 Penalty: 3076.457764
	Iteration 3Q: 3 clusters Score -55678.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55694.597656 Penalty: 3076.457764
	Iteration 4Q: 3 clusters Score -55694.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55712.613281 Penalty: 3076.457764
	Iteration 5Q: 3 clusters Score -55712.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55731.035156 Penalty: 3076.457764
	Iteration 6Q: 3 clusters Score -55731.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55739.347656 Penalty: 3076.457764
	Iteration 7Q: 3 clusters Score -55739.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55739.347656 Penalty: 3076.457764
	Iteration 8F: 3 clusters Score -55739.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Entering Unmasked Estep 
Score: -728757.437500 Penalty: 2163.199707
	Iteration 0F: 2 clusters Score -728757.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -723493.687500 Penalty: 4326.399414
	Iteration 0F: 3 clusters Score -723493.7 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -724930.062500 Penalty: 4326.399414
	Iteration 1F: 3 clusters Score -724930.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -725212.187500 Penalty: 4326.399414
	Iteration 2F: 3 clusters Score -725212.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -725397.062500 Penalty: 4326.399414
	Iteration 3F: 3 clusters Score -725397.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -725573.250000 Penalty: 4326.399414
	Iteration 4Q: 3 clusters Score -725573.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -725795.625000 Penalty: 4326.399414
	Iteration 5Q: 3 clusters Score -725795.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -726049.562500 Penalty: 4326.399414
	Iteration 6F: 3 clusters Score -726049.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -726312.812500 Penalty: 4326.399414
	Iteration 7F: 3 clusters Score -726312.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -726582.562500 Penalty: 4326.399414
	Iteration 8F: 3 clusters Score -726582.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -726809.437500 Penalty: 4326.399414
	Iteration 9Q: 3 clusters Score -726809.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -726987.375000 Penalty: 4326.399414
	Iteration 10Q: 3 clusters Score -726987.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -727123.312500 Penalty: 4326.399414
	Iteration 11Q: 3 clusters Score -727123.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -727211.625000 Penalty: 4326.399414
	Iteration 12Q: 3 clusters Score -727211.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -727268.500000 Penalty: 4326.399414
	Iteration 13Q: 3 clusters Score -727268.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -727320.375000 Penalty: 4326.399414
	Iteration 14Q: 3 clusters Score -727320.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -727353.562500 Penalty: 4326.399414
	Iteration 15Q: 3 clusters Score -727353.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -727367.750000 Penalty: 4326.399414
	Iteration 16Q: 3 clusters Score -727367.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -727378.062500 Penalty: 4326.399414
	Iteration 17Q: 3 clusters Score -727378.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -727384.437500 Penalty: 4326.399414
	Iteration 18Q: 3 clusters Score -727384.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -727387.687500 Penalty: 4326.399414
	Iteration 19Q: 3 clusters Score -727387.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -727393.250000 Penalty: 4326.399414
	Iteration 20F: 3 clusters Score -727393.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -727400.437500 Penalty: 4326.399414
	Iteration 21Q: 3 clusters Score -727400.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -727403.312500 Penalty: 4326.399414
	Iteration 22Q: 3 clusters Score -727403.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -727402.812500 Penalty: 4326.399414
	Iteration 23Q: 3 clusters Score -727402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -727406.250000 Penalty: 4326.399414
	Iteration 24Q: 3 clusters Score -727406.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -727405.875000 Penalty: 4326.399414
	Iteration 25Q: 3 clusters Score -727405.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -727408.875000 Penalty: 4326.399414
	Iteration 26Q: 3 clusters Score -727408.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -727409.812500 Penalty: 4326.399414
	Iteration 27Q: 3 clusters Score -727409.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -727409.875000 Penalty: 4326.399414
	Iteration 28Q: 3 clusters Score -727409.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -727411.250000 Penalty: 4326.399414
	Iteration 29Q: 3 clusters Score -727411.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -727412.937500 Penalty: 4326.399414
	Iteration 30Q: 3 clusters Score -727412.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -727415.062500 Penalty: 4326.399414
	Iteration 31Q: 3 clusters Score -727415.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -727418.250000 Penalty: 4326.399414
	Iteration 32Q: 3 clusters Score -727418.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -727423.687500 Penalty: 4326.399414
	Iteration 33Q: 3 clusters Score -727423.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -727427.750000 Penalty: 4326.399414
	Iteration 34Q: 3 clusters Score -727427.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -727434.812500 Penalty: 4326.399414
	Iteration 35Q: 3 clusters Score -727434.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -727440.625000 Penalty: 4326.399414
	Iteration 36Q: 3 clusters Score -727440.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -727449.125000 Penalty: 4326.399414
	Iteration 37Q: 3 clusters Score -727449.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -727451.375000 Penalty: 4326.399414
	Iteration 38Q: 3 clusters Score -727451.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -727452.750000 Penalty: 4326.399414
	Iteration 39Q: 3 clusters Score -727452.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -727453.250000 Penalty: 4326.399414
	Iteration 40F: 3 clusters Score -727453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -727453.250000 Penalty: 4326.399414
	Iteration 41Q: 3 clusters Score -727453.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -727453.250000 Penalty: 4326.399414
	Iteration 42F: 3 clusters Score -727453.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Entering Unmasked Estep 
Score: -742960.562500 Penalty: 2176.718994
	Iteration 0F: 2 clusters Score -742960.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -737525.062500 Penalty: 4353.437988
	Iteration 0F: 3 clusters Score -737525.1 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -738991.125000 Penalty: 4353.437988
	Iteration 1F: 3 clusters Score -738991.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -739327.687500 Penalty: 4353.437988
	Iteration 2F: 3 clusters Score -739327.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -739635.000000 Penalty: 4353.437988
	Iteration 3F: 3 clusters Score -739635 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -739920.562500 Penalty: 4353.437988
	Iteration 4F: 3 clusters Score -739920.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -740195.250000 Penalty: 4353.437988
	Iteration 5F: 3 clusters Score -740195.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -740410.125000 Penalty: 4353.437988
	Iteration 6Q: 3 clusters Score -740410.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -740600.125000 Penalty: 4353.437988
	Iteration 7Q: 3 clusters Score -740600.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -740756.125000 Penalty: 4353.437988
	Iteration 8Q: 3 clusters Score -740756.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -740884.687500 Penalty: 4353.437988
	Iteration 9Q: 3 clusters Score -740884.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -740978.375000 Penalty: 4353.437988
	Iteration 10Q: 3 clusters Score -740978.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -741055.687500 Penalty: 4353.437988
	Iteration 11Q: 3 clusters Score -741055.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -741128.937500 Penalty: 4353.437988
	Iteration 12Q: 3 clusters Score -741128.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -741219.812500 Penalty: 4353.437988
	Iteration 13Q: 3 clusters Score -741219.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -741302.125000 Penalty: 4353.437988
	Iteration 14Q: 3 clusters Score -741302.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -741367.562500 Penalty: 4353.437988
	Iteration 15Q: 3 clusters Score -741367.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -741422.000000 Penalty: 4353.437988
	Iteration 16Q: 3 clusters Score -741422 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -741469.750000 Penalty: 4353.437988
	Iteration 17Q: 3 clusters Score -741469.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -741532.250000 Penalty: 4353.437988
	Iteration 18Q: 3 clusters Score -741532.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -741580.250000 Penalty: 4353.437988
	Iteration 19Q: 3 clusters Score -741580.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -741629.562500 Penalty: 4353.437988
	Iteration 20F: 3 clusters Score -741629.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -741695.375000 Penalty: 4353.437988
	Iteration 21Q: 3 clusters Score -741695.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -741769.625000 Penalty: 4353.437988
	Iteration 22Q: 3 clusters Score -741769.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -741841.125000 Penalty: 4353.437988
	Iteration 23Q: 3 clusters Score -741841.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -741901.312500 Penalty: 4353.437988
	Iteration 24Q: 3 clusters Score -741901.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -741937.812500 Penalty: 4353.437988
	Iteration 25Q: 3 clusters Score -741937.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -741965.312500 Penalty: 4353.437988
	Iteration 26Q: 3 clusters Score -741965.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -741989.687500 Penalty: 4353.437988
	Iteration 27Q: 3 clusters Score -741989.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -742004.250000 Penalty: 4353.437988
	Iteration 28Q: 3 clusters Score -742004.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -742019.312500 Penalty: 4353.437988
	Iteration 29Q: 3 clusters Score -742019.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -742030.687500 Penalty: 4353.437988
	Iteration 30Q: 3 clusters Score -742030.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -742037.750000 Penalty: 4353.437988
	Iteration 31Q: 3 clusters Score -742037.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -742045.875000 Penalty: 4353.437988
	Iteration 32Q: 3 clusters Score -742045.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -742053.062500 Penalty: 4353.437988
	Iteration 33Q: 3 clusters Score -742053.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -742059.250000 Penalty: 4353.437988
	Iteration 34Q: 3 clusters Score -742059.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -742063.125000 Penalty: 4353.437988
	Iteration 35Q: 3 clusters Score -742063.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -742067.500000 Penalty: 4353.437988
	Iteration 36Q: 3 clusters Score -742067.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -742070.812500 Penalty: 4353.437988
	Iteration 37Q: 3 clusters Score -742070.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -742071.812500 Penalty: 4353.437988
	Iteration 38Q: 3 clusters Score -742071.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -742074.062500 Penalty: 4353.437988
	Iteration 39Q: 3 clusters Score -742074.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -742075.187500 Penalty: 4353.437988
	Iteration 40F: 3 clusters Score -742075.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -742077.562500 Penalty: 4353.437988
	Iteration 41Q: 3 clusters Score -742077.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -742079.437500 Penalty: 4353.437988
	Iteration 42Q: 3 clusters Score -742079.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -742080.437500 Penalty: 4353.437988
	Iteration 43Q: 3 clusters Score -742080.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -742079.812500 Penalty: 4353.437988
	Iteration 44Q: 3 clusters Score -742079.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -742081.000000 Penalty: 4353.437988
	Iteration 45Q: 3 clusters Score -742081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -742081.875000 Penalty: 4353.437988
	Iteration 46Q: 3 clusters Score -742081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -742083.125000 Penalty: 4353.437988
	Iteration 47Q: 3 clusters Score -742083.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -742083.125000 Penalty: 4353.437988
	Iteration 48F: 3 clusters Score -742083.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -80978.656250 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -80978.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -79214.046875 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -79214.05 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -79497.554688 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -79497.55 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -79636.007812 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -79636.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -79688.484375 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -79688.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -79718.679688 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -79718.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79737.429688 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -79737.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -79744.453125 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -79744.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -79752.812500 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -79752.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79763.554688 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -79763.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -79768.078125 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -79768.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -79768.945312 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -79768.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -79769.500000 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -79769.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -79769.500000 Penalty: 3293.378418
	Iteration 12F: 3 clusters Score -79769.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Entering Unmasked Estep 
Score: -938782.187500 Penalty: 2246.211670
	Iteration 0F: 2 clusters Score -938782.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -931981.062500 Penalty: 4492.423340
	Iteration 0F: 3 clusters Score -931981.1 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -934000.687500 Penalty: 4492.423340
	Iteration 1F: 3 clusters Score -934000.7 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -934374.500000 Penalty: 4492.423340
	Iteration 2F: 3 clusters Score -934374.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -934628.062500 Penalty: 4492.423340
	Iteration 3F: 3 clusters Score -934628.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -934850.687500 Penalty: 4492.423340
	Iteration 4Q: 3 clusters Score -934850.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -935058.187500 Penalty: 4492.423340
	Iteration 5Q: 3 clusters Score -935058.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -935256.937500 Penalty: 4492.423340
	Iteration 6Q: 3 clusters Score -935256.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -935438.562500 Penalty: 4492.423340
	Iteration 7Q: 3 clusters Score -935438.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -935607.312500 Penalty: 4492.423340
	Iteration 8Q: 3 clusters Score -935607.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -935773.750000 Penalty: 4492.423340
	Iteration 9Q: 3 clusters Score -935773.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -935925.062500 Penalty: 4492.423340
	Iteration 10Q: 3 clusters Score -935925.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -936059.812500 Penalty: 4492.423340
	Iteration 11Q: 3 clusters Score -936059.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -936183.125000 Penalty: 4492.423340
	Iteration 12Q: 3 clusters Score -936183.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -936296.375000 Penalty: 4492.423340
	Iteration 13Q: 3 clusters Score -936296.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -936398.187500 Penalty: 4492.423340
	Iteration 14Q: 3 clusters Score -936398.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -936482.625000 Penalty: 4492.423340
	Iteration 15Q: 3 clusters Score -936482.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -936543.875000 Penalty: 4492.423340
	Iteration 16Q: 3 clusters Score -936543.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -936590.562500 Penalty: 4492.423340
	Iteration 17Q: 3 clusters Score -936590.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -936632.875000 Penalty: 4492.423340
	Iteration 18Q: 3 clusters Score -936632.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -936680.625000 Penalty: 4492.423340
	Iteration 19Q: 3 clusters Score -936680.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -936726.375000 Penalty: 4492.423340
	Iteration 20F: 3 clusters Score -936726.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -936764.375000 Penalty: 4492.423340
	Iteration 21Q: 3 clusters Score -936764.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -936795.937500 Penalty: 4492.423340
	Iteration 22Q: 3 clusters Score -936795.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -936819.812500 Penalty: 4492.423340
	Iteration 23Q: 3 clusters Score -936819.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -936837.562500 Penalty: 4492.423340
	Iteration 24Q: 3 clusters Score -936837.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -936862.125000 Penalty: 4492.423340
	Iteration 25Q: 3 clusters Score -936862.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -936881.187500 Penalty: 4492.423340
	Iteration 26Q: 3 clusters Score -936881.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -936900.687500 Penalty: 4492.423340
	Iteration 27Q: 3 clusters Score -936900.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -936922.250000 Penalty: 4492.423340
	Iteration 28Q: 3 clusters Score -936922.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -936933.687500 Penalty: 4492.423340
	Iteration 29Q: 3 clusters Score -936933.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -936945.750000 Penalty: 4492.423340
	Iteration 30Q: 3 clusters Score -936945.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -936957.312500 Penalty: 4492.423340
	Iteration 31Q: 3 clusters Score -936957.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -936966.750000 Penalty: 4492.423340
	Iteration 32Q: 3 clusters Score -936966.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -936972.875000 Penalty: 4492.423340
	Iteration 33Q: 3 clusters Score -936972.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -936979.062500 Penalty: 4492.423340
	Iteration 34Q: 3 clusters Score -936979.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -936988.687500 Penalty: 4492.423340
	Iteration 35Q: 3 clusters Score -936988.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -936997.500000 Penalty: 4492.423340
	Iteration 36Q: 3 clusters Score -936997.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -937006.312500 Penalty: 4492.423340
	Iteration 37Q: 3 clusters Score -937006.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -937009.875000 Penalty: 4492.423340
	Iteration 38Q: 3 clusters Score -937009.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -937015.562500 Penalty: 4492.423340
	Iteration 39Q: 3 clusters Score -937015.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -937019.625000 Penalty: 4492.423340
	Iteration 40F: 3 clusters Score -937019.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -937022.312500 Penalty: 4492.423340
	Iteration 41Q: 3 clusters Score -937022.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -937024.562500 Penalty: 4492.423340
	Iteration 42Q: 3 clusters Score -937024.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -937028.312500 Penalty: 4492.423340
	Iteration 43Q: 3 clusters Score -937028.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -937029.125000 Penalty: 4492.423340
	Iteration 44Q: 3 clusters Score -937029.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -937032.187500 Penalty: 4492.423340
	Iteration 45Q: 3 clusters Score -937032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -937032.812500 Penalty: 4492.423340
	Iteration 46Q: 3 clusters Score -937032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -937034.187500 Penalty: 4492.423340
	Iteration 47Q: 3 clusters Score -937034.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -937035.375000 Penalty: 4492.423340
	Iteration 48Q: 3 clusters Score -937035.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -937037.125000 Penalty: 4492.423340
	Iteration 49Q: 3 clusters Score -937037.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -937036.562500 Penalty: 4492.423340
	Iteration 50Q: 3 clusters Score -937036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -937037.062500 Penalty: 4492.423340
	Iteration 51Q: 3 clusters Score -937037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -937039.187500 Penalty: 4492.423340
	Iteration 52Q: 3 clusters Score -937039.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -937038.812500 Penalty: 4492.423340
	Iteration 53Q: 3 clusters Score -937038.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -937038.812500 Penalty: 4492.423340
	Iteration 54F: 3 clusters Score -937038.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 262153 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 60863 members 
Mstep: Class 4 contains 17619 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182364 members 
Mstep: Class 7 contains 25586 members 
Mstep: Class 8 contains 8197 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58591 members 
Mstep: Class 12 contains 2592 members 
Mstep: Class 13 contains 69482 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65519 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 250495 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 8133 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5604 members 
Mstep: Class 25 contains 35072 members 
Mstep: Class 26 contains 10163 members 
Mstep: Class 27 contains 11865 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38358 members 
Mstep: Class 30 contains 12923 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 27548 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25031 members 
Mstep: Class 36 contains 494 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 765 members 
Mstep: Class 40 contains 8581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148062224.000000 Penalty: 139228.203125
Iteration 159Q: 41 clusters Score -1.480622e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 727 members 
Mstep: Class 1 contains 262185 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 60864 members 
Mstep: Class 4 contains 17619 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182376 members 
Mstep: Class 7 contains 25586 members 
Mstep: Class 8 contains 8199 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58588 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 69470 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65518 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 250446 members 
Mstep: Class 19 contains 209 members 
Mstep: Class 20 contains 8134 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5600 members 
Mstep: Class 25 contains 35072 members 
Mstep: Class 26 contains 10163 members 
Mstep: Class 27 contains 11866 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38351 members 
Mstep: Class 30 contains 12936 members 
Mstep: Class 31 contains 309 members 
Mstep: Class 32 contains 27550 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25039 members 
Mstep: Class 36 contains 494 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 765 members 
Mstep: Class 40 contains 8583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148068928.000000 Penalty: 139228.203125
Iteration 160F: 41 clusters Score -1.480689e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 617 members 
Mstep: Class 1 contains 262221 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 60862 members 
Mstep: Class 4 contains 17621 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182382 members 
Mstep: Class 7 contains 25584 members 
Mstep: Class 8 contains 8199 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58585 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 69454 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65516 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250415 members 
Mstep: Class 19 contains 317 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5595 members 
Mstep: Class 25 contains 35072 members 
Mstep: Class 26 contains 10162 members 
Mstep: Class 27 contains 11867 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38344 members 
Mstep: Class 30 contains 12946 members 
Mstep: Class 31 contains 306 members 
Mstep: Class 32 contains 27552 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25046 members 
Mstep: Class 36 contains 494 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6486 members 
Mstep: Class 39 contains 768 members 
Mstep: Class 40 contains 8585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073424.000000 Penalty: 139228.203125
Iteration 161Q: 41 clusters Score -1.480734e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 262256 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 60861 members 
Mstep: Class 4 contains 17622 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182386 members 
Mstep: Class 7 contains 25583 members 
Mstep: Class 8 contains 8201 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58584 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 69447 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65518 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250377 members 
Mstep: Class 19 contains 321 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5592 members 
Mstep: Class 25 contains 35073 members 
Mstep: Class 26 contains 10161 members 
Mstep: Class 27 contains 11866 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38328 members 
Mstep: Class 30 contains 12955 members 
Mstep: Class 31 contains 303 members 
Mstep: Class 32 contains 27552 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25060 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 770 members 
Mstep: Class 40 contains 8585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073552.000000 Penalty: 139228.203125
Iteration 162Q: 41 clusters Score -1.480736e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 262288 members 
Mstep: Class 2 contains 430 members 
Mstep: Class 3 contains 60861 members 
Mstep: Class 4 contains 17621 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182389 members 
Mstep: Class 7 contains 25584 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58581 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 69436 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65518 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250341 members 
Mstep: Class 19 contains 320 members 
Mstep: Class 20 contains 8136 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 35074 members 
Mstep: Class 26 contains 10161 members 
Mstep: Class 27 contains 11866 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38313 members 
Mstep: Class 30 contains 12965 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27554 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25074 members 
Mstep: Class 36 contains 497 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 771 members 
Mstep: Class 40 contains 8587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073456.000000 Penalty: 139228.203125
Iteration 163Q: 41 clusters Score -1.480735e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 262307 members 
Mstep: Class 2 contains 429 members 
Mstep: Class 3 contains 60861 members 
Mstep: Class 4 contains 17621 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182401 members 
Mstep: Class 7 contains 25585 members 
Mstep: Class 8 contains 8205 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58575 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 69418 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65512 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250322 members 
Mstep: Class 19 contains 320 members 
Mstep: Class 20 contains 8138 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5591 members 
Mstep: Class 25 contains 35074 members 
Mstep: Class 26 contains 10161 members 
Mstep: Class 27 contains 11867 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38297 members 
Mstep: Class 30 contains 12973 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27556 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25090 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 6489 members 
Mstep: Class 39 contains 772 members 
Mstep: Class 40 contains 8589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073552.000000 Penalty: 139228.203125
Iteration 164Q: 41 clusters Score -1.480736e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 262330 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60861 members 
Mstep: Class 4 contains 17623 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182402 members 
Mstep: Class 7 contains 25586 members 
Mstep: Class 8 contains 8204 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58575 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 69401 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65512 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250304 members 
Mstep: Class 19 contains 320 members 
Mstep: Class 20 contains 8139 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5590 members 
Mstep: Class 25 contains 35074 members 
Mstep: Class 26 contains 10162 members 
Mstep: Class 27 contains 11867 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38287 members 
Mstep: Class 30 contains 12977 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27556 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25101 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073536.000000 Penalty: 139228.203125
Iteration 165Q: 41 clusters Score -1.480735e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 262358 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60861 members 
Mstep: Class 4 contains 17621 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182400 members 
Mstep: Class 7 contains 25586 members 
Mstep: Class 8 contains 8204 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58574 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 69390 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65513 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250279 members 
Mstep: Class 19 contains 320 members 
Mstep: Class 20 contains 8140 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5589 members 
Mstep: Class 25 contains 35074 members 
Mstep: Class 26 contains 10162 members 
Mstep: Class 27 contains 11867 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38283 members 
Mstep: Class 30 contains 12982 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27556 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25111 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073504.000000 Penalty: 139228.203125
Iteration 166Q: 41 clusters Score -1.480735e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 262384 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60861 members 
Mstep: Class 4 contains 17624 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182398 members 
Mstep: Class 7 contains 25584 members 
Mstep: Class 8 contains 8204 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58573 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 13 contains 69379 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65512 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250262 members 
Mstep: Class 19 contains 320 members 
Mstep: Class 20 contains 8141 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5588 members 
Mstep: Class 25 contains 35074 members 
Mstep: Class 26 contains 10162 members 
Mstep: Class 27 contains 11866 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38276 members 
Mstep: Class 30 contains 12988 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27556 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25117 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073536.000000 Penalty: 139228.203125
Iteration 167Q: 41 clusters Score -1.480735e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 262411 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60861 members 
Mstep: Class 4 contains 17626 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182395 members 
Mstep: Class 7 contains 25586 members 
Mstep: Class 8 contains 8203 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58573 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 69372 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65513 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250234 members 
Mstep: Class 19 contains 320 members 
Mstep: Class 20 contains 8144 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5588 members 
Mstep: Class 25 contains 35074 members 
Mstep: Class 26 contains 10162 members 
Mstep: Class 27 contains 11867 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38274 members 
Mstep: Class 30 contains 12989 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27556 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25119 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073520.000000 Penalty: 139228.203125
Iteration 168Q: 41 clusters Score -1.480735e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 262424 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60861 members 
Mstep: Class 4 contains 17626 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182392 members 
Mstep: Class 7 contains 25588 members 
Mstep: Class 8 contains 8204 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58571 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 69367 members 
Mstep: Class 14 contains 12080 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65517 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250220 members 
Mstep: Class 19 contains 320 members 
Mstep: Class 20 contains 8146 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5587 members 
Mstep: Class 25 contains 35074 members 
Mstep: Class 26 contains 10162 members 
Mstep: Class 27 contains 11870 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38269 members 
Mstep: Class 30 contains 12993 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27555 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25120 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073696.000000 Penalty: 139228.203125
Iteration 169Q: 41 clusters Score -1.480737e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 262439 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60860 members 
Mstep: Class 4 contains 17629 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182390 members 
Mstep: Class 7 contains 25588 members 
Mstep: Class 8 contains 8205 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58570 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 69358 members 
Mstep: Class 14 contains 12081 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65516 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250206 members 
Mstep: Class 19 contains 320 members 
Mstep: Class 20 contains 8147 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 35074 members 
Mstep: Class 26 contains 10162 members 
Mstep: Class 27 contains 11870 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38266 members 
Mstep: Class 30 contains 12996 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27556 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25126 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073632.000000 Penalty: 139228.203125
Iteration 170Q: 41 clusters Score -1.480736e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 262456 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60861 members 
Mstep: Class 4 contains 17630 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182387 members 
Mstep: Class 7 contains 25590 members 
Mstep: Class 8 contains 8205 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58567 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 69357 members 
Mstep: Class 14 contains 12081 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65514 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250188 members 
Mstep: Class 19 contains 320 members 
Mstep: Class 20 contains 8147 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 35075 members 
Mstep: Class 26 contains 10162 members 
Mstep: Class 27 contains 11872 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38262 members 
Mstep: Class 30 contains 12997 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27555 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25132 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073568.000000 Penalty: 139228.203125
Iteration 171Q: 41 clusters Score -1.480736e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 262476 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60860 members 
Mstep: Class 4 contains 17631 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182385 members 
Mstep: Class 7 contains 25589 members 
Mstep: Class 8 contains 8208 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58566 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 69351 members 
Mstep: Class 14 contains 12081 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65510 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250178 members 
Mstep: Class 19 contains 320 members 
Mstep: Class 20 contains 8147 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 35075 members 
Mstep: Class 26 contains 10162 members 
Mstep: Class 27 contains 11872 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38253 members 
Mstep: Class 30 contains 12998 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27556 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25139 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073696.000000 Penalty: 139228.203125
Iteration 172Q: 41 clusters Score -1.480737e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 262497 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60860 members 
Mstep: Class 4 contains 17634 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182378 members 
Mstep: Class 7 contains 25589 members 
Mstep: Class 8 contains 8210 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58563 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 69343 members 
Mstep: Class 14 contains 12081 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65511 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250169 members 
Mstep: Class 19 contains 320 members 
Mstep: Class 20 contains 8147 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5586 members 
Mstep: Class 25 contains 35076 members 
Mstep: Class 26 contains 10162 members 
Mstep: Class 27 contains 11871 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38241 members 
Mstep: Class 30 contains 12999 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27557 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25148 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073648.000000 Penalty: 139228.203125
Iteration 173Q: 41 clusters Score -1.480736e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 262511 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60860 members 
Mstep: Class 4 contains 17638 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182365 members 
Mstep: Class 7 contains 25588 members 
Mstep: Class 8 contains 8211 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58561 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 69334 members 
Mstep: Class 14 contains 12081 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65512 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250168 members 
Mstep: Class 19 contains 320 members 
Mstep: Class 20 contains 8147 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 35076 members 
Mstep: Class 26 contains 10162 members 
Mstep: Class 27 contains 11870 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38238 members 
Mstep: Class 30 contains 13002 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27557 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25154 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6488 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073696.000000 Penalty: 139228.203125
Iteration 174Q: 41 clusters Score -1.480737e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 262519 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60859 members 
Mstep: Class 4 contains 17641 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182362 members 
Mstep: Class 7 contains 25587 members 
Mstep: Class 8 contains 8212 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58559 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 69328 members 
Mstep: Class 14 contains 12081 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65513 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250158 members 
Mstep: Class 19 contains 320 members 
Mstep: Class 20 contains 8147 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2704 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35076 members 
Mstep: Class 26 contains 10162 members 
Mstep: Class 27 contains 11873 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38234 members 
Mstep: Class 30 contains 13007 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27559 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25159 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6487 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073712.000000 Penalty: 139228.203125
Iteration 175Q: 41 clusters Score -1.480737e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 262525 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60860 members 
Mstep: Class 4 contains 17646 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182355 members 
Mstep: Class 7 contains 25587 members 
Mstep: Class 8 contains 8213 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58557 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 69323 members 
Mstep: Class 14 contains 12081 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 65512 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250150 members 
Mstep: Class 19 contains 320 members 
Mstep: Class 20 contains 8147 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1919 members 
Mstep: Class 23 contains 2706 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35076 members 
Mstep: Class 26 contains 10162 members 
Mstep: Class 27 contains 11875 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38230 members 
Mstep: Class 30 contains 13013 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27559 members 
Mstep: Class 33 contains 2110 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25164 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6487 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073728.000000 Penalty: 139228.203125
Iteration 176Q: 41 clusters Score -1.480737e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 262526 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60861 members 
Mstep: Class 4 contains 17646 members 
Mstep: Class 5 contains 1778 members 
Mstep: Class 6 contains 182350 members 
Mstep: Class 7 contains 25586 members 
Mstep: Class 8 contains 8215 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58556 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 69311 members 
Mstep: Class 14 contains 12081 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65510 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250160 members 
Mstep: Class 19 contains 320 members 
Mstep: Class 20 contains 8147 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35076 members 
Mstep: Class 26 contains 10162 members 
Mstep: Class 27 contains 11876 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38224 members 
Mstep: Class 30 contains 13016 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27560 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25168 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6487 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073712.000000 Penalty: 139228.203125
Iteration 177Q: 41 clusters Score -1.480737e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 262531 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60862 members 
Mstep: Class 4 contains 17649 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182352 members 
Mstep: Class 7 contains 25585 members 
Mstep: Class 8 contains 8217 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58557 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 69297 members 
Mstep: Class 14 contains 12082 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65509 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250156 members 
Mstep: Class 19 contains 320 members 
Mstep: Class 20 contains 8146 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1921 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35076 members 
Mstep: Class 26 contains 10162 members 
Mstep: Class 27 contains 11876 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38222 members 
Mstep: Class 30 contains 13023 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27561 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25169 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6487 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073712.000000 Penalty: 139228.203125
Iteration 178Q: 41 clusters Score -1.480737e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 262536 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60862 members 
Mstep: Class 4 contains 17648 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182355 members 
Mstep: Class 7 contains 25584 members 
Mstep: Class 8 contains 8217 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58558 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 69288 members 
Mstep: Class 14 contains 12083 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65507 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250152 members 
Mstep: Class 19 contains 320 members 
Mstep: Class 20 contains 8147 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35076 members 
Mstep: Class 26 contains 10161 members 
Mstep: Class 27 contains 11873 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38219 members 
Mstep: Class 30 contains 13030 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27561 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25174 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 6487 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148073696.000000 Penalty: 139228.203125
Iteration 179Q: 41 clusters Score -1.480737e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 611 members 
Mstep: Class 1 contains 262529 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60862 members 
Mstep: Class 4 contains 17646 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182355 members 
Mstep: Class 7 contains 25583 members 
Mstep: Class 8 contains 8219 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58561 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 69281 members 
Mstep: Class 14 contains 12083 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65505 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250152 members 
Mstep: Class 19 contains 320 members 
Mstep: Class 20 contains 8150 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35077 members 
Mstep: Class 26 contains 10161 members 
Mstep: Class 27 contains 11874 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38214 members 
Mstep: Class 30 contains 13042 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27561 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25175 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 6487 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076224.000000 Penalty: 139228.203125
Iteration 180F: 41 clusters Score -1.480762e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 262514 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60862 members 
Mstep: Class 4 contains 17647 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182350 members 
Mstep: Class 7 contains 25583 members 
Mstep: Class 8 contains 8221 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58562 members 
Mstep: Class 12 contains 2594 members 
Mstep: Class 13 contains 69279 members 
Mstep: Class 14 contains 12083 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65503 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250162 members 
Mstep: Class 19 contains 366 members 
Mstep: Class 20 contains 8152 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35078 members 
Mstep: Class 26 contains 10161 members 
Mstep: Class 27 contains 11874 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38211 members 
Mstep: Class 30 contains 13051 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27560 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25177 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 6486 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148078000.000000 Penalty: 139228.203125
Iteration 181Q: 41 clusters Score -1.48078e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262497 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60863 members 
Mstep: Class 4 contains 17654 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182340 members 
Mstep: Class 7 contains 25583 members 
Mstep: Class 8 contains 8224 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58567 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69271 members 
Mstep: Class 14 contains 12083 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65504 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250170 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8153 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35077 members 
Mstep: Class 26 contains 10161 members 
Mstep: Class 27 contains 11878 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38203 members 
Mstep: Class 30 contains 13057 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27560 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25183 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 6486 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077984.000000 Penalty: 139228.203125
Iteration 182Q: 41 clusters Score -1.48078e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262481 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60862 members 
Mstep: Class 4 contains 17655 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182340 members 
Mstep: Class 7 contains 25583 members 
Mstep: Class 8 contains 8225 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69267 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65503 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250181 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8156 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35077 members 
Mstep: Class 26 contains 10161 members 
Mstep: Class 27 contains 11881 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38199 members 
Mstep: Class 30 contains 13060 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27558 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25188 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 6486 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077920.000000 Penalty: 139228.203125
Iteration 183Q: 41 clusters Score -1.480779e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262467 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60863 members 
Mstep: Class 4 contains 17656 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182338 members 
Mstep: Class 7 contains 25583 members 
Mstep: Class 8 contains 8225 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58574 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69263 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65503 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250191 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8158 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35078 members 
Mstep: Class 26 contains 10161 members 
Mstep: Class 27 contains 11882 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38191 members 
Mstep: Class 30 contains 13066 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27557 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25189 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 6486 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077888.000000 Penalty: 139228.203125
Iteration 184Q: 41 clusters Score -1.480779e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262468 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60862 members 
Mstep: Class 4 contains 17655 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182336 members 
Mstep: Class 7 contains 25583 members 
Mstep: Class 8 contains 8225 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58580 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69258 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65504 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250189 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8160 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35078 members 
Mstep: Class 26 contains 10160 members 
Mstep: Class 27 contains 11882 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38185 members 
Mstep: Class 30 contains 13070 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27556 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25194 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 6486 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077824.000000 Penalty: 139228.203125
Iteration 185Q: 41 clusters Score -1.480778e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262469 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60862 members 
Mstep: Class 4 contains 17655 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182338 members 
Mstep: Class 7 contains 25583 members 
Mstep: Class 8 contains 8226 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58587 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69248 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65503 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250188 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8162 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35078 members 
Mstep: Class 26 contains 10159 members 
Mstep: Class 27 contains 11879 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38178 members 
Mstep: Class 30 contains 13073 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27558 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25200 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077872.000000 Penalty: 139228.203125
Iteration 186Q: 41 clusters Score -1.480779e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262472 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60862 members 
Mstep: Class 4 contains 17654 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182336 members 
Mstep: Class 7 contains 25583 members 
Mstep: Class 8 contains 8226 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58588 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69242 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65502 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250189 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8164 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35078 members 
Mstep: Class 26 contains 10158 members 
Mstep: Class 27 contains 11878 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38171 members 
Mstep: Class 30 contains 13074 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27560 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25208 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077808.000000 Penalty: 139228.203125
Iteration 187Q: 41 clusters Score -1.480778e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262477 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60862 members 
Mstep: Class 4 contains 17654 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182332 members 
Mstep: Class 7 contains 25584 members 
Mstep: Class 8 contains 8227 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58591 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69236 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65501 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250185 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8165 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35079 members 
Mstep: Class 26 contains 10157 members 
Mstep: Class 27 contains 11879 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38164 members 
Mstep: Class 30 contains 13076 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27561 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25213 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077744.000000 Penalty: 139228.203125
Iteration 188Q: 41 clusters Score -1.480777e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262482 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60862 members 
Mstep: Class 4 contains 17655 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182330 members 
Mstep: Class 7 contains 25585 members 
Mstep: Class 8 contains 8227 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58594 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69232 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65501 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250176 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8167 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35080 members 
Mstep: Class 26 contains 10157 members 
Mstep: Class 27 contains 11879 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38163 members 
Mstep: Class 30 contains 13078 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27559 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25215 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077776.000000 Penalty: 139228.203125
Iteration 189Q: 41 clusters Score -1.480778e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262483 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60862 members 
Mstep: Class 4 contains 17655 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182324 members 
Mstep: Class 7 contains 25584 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58594 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69232 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65501 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250178 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8169 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35081 members 
Mstep: Class 26 contains 10157 members 
Mstep: Class 27 contains 11879 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38161 members 
Mstep: Class 30 contains 13079 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27558 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25216 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077792.000000 Penalty: 139228.203125
Iteration 190Q: 41 clusters Score -1.480778e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262488 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60863 members 
Mstep: Class 4 contains 17655 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182323 members 
Mstep: Class 7 contains 25583 members 
Mstep: Class 8 contains 8230 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58595 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69228 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65501 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250176 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8168 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35081 members 
Mstep: Class 26 contains 10157 members 
Mstep: Class 27 contains 11879 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38158 members 
Mstep: Class 30 contains 13079 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27559 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25217 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6139 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077696.000000 Penalty: 139228.203125
Iteration 191Q: 41 clusters Score -1.480777e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262502 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60863 members 
Mstep: Class 4 contains 17656 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182322 members 
Mstep: Class 7 contains 25579 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58593 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69221 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65501 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250171 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8168 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35081 members 
Mstep: Class 26 contains 10157 members 
Mstep: Class 27 contains 11879 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38153 members 
Mstep: Class 30 contains 13079 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27561 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25218 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077664.000000 Penalty: 139228.203125
Iteration 192Q: 41 clusters Score -1.480777e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262508 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60863 members 
Mstep: Class 4 contains 17657 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182327 members 
Mstep: Class 7 contains 25574 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58590 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69214 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65501 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250169 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8166 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35081 members 
Mstep: Class 26 contains 10158 members 
Mstep: Class 27 contains 11880 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38149 members 
Mstep: Class 30 contains 13080 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27563 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25221 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077680.000000 Penalty: 139228.203125
Iteration 193Q: 41 clusters Score -1.480777e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262512 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60863 members 
Mstep: Class 4 contains 17661 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182330 members 
Mstep: Class 7 contains 25572 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58587 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69210 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65502 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250164 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8164 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35081 members 
Mstep: Class 26 contains 10159 members 
Mstep: Class 27 contains 11882 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38147 members 
Mstep: Class 30 contains 13080 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27562 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25222 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077632.000000 Penalty: 139228.203125
Iteration 194Q: 41 clusters Score -1.480776e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262515 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60863 members 
Mstep: Class 4 contains 17662 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182330 members 
Mstep: Class 7 contains 25570 members 
Mstep: Class 8 contains 8234 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58585 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69206 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65505 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250163 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8164 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35078 members 
Mstep: Class 26 contains 10162 members 
Mstep: Class 27 contains 11882 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38146 members 
Mstep: Class 30 contains 13080 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27562 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25222 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077520.000000 Penalty: 139228.203125
Iteration 195Q: 41 clusters Score -1.480775e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262515 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60863 members 
Mstep: Class 4 contains 17665 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182329 members 
Mstep: Class 7 contains 25567 members 
Mstep: Class 8 contains 8235 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58585 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69203 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65503 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250167 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8163 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35077 members 
Mstep: Class 26 contains 10163 members 
Mstep: Class 27 contains 11883 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38145 members 
Mstep: Class 30 contains 13080 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27562 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25222 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077584.000000 Penalty: 139228.203125
Iteration 196Q: 41 clusters Score -1.480776e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262516 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60863 members 
Mstep: Class 4 contains 17666 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182329 members 
Mstep: Class 7 contains 25565 members 
Mstep: Class 8 contains 8236 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58586 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69202 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65503 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250161 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8166 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35077 members 
Mstep: Class 26 contains 10163 members 
Mstep: Class 27 contains 11884 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38141 members 
Mstep: Class 30 contains 13081 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27563 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25221 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077552.000000 Penalty: 139228.203125
Iteration 197Q: 41 clusters Score -1.480776e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262518 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60863 members 
Mstep: Class 4 contains 17663 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182334 members 
Mstep: Class 7 contains 25565 members 
Mstep: Class 8 contains 8237 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58583 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69201 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65505 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250158 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8169 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35075 members 
Mstep: Class 26 contains 10164 members 
Mstep: Class 27 contains 11884 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38140 members 
Mstep: Class 30 contains 13082 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27563 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25219 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077664.000000 Penalty: 139228.203125
Iteration 198Q: 41 clusters Score -1.480777e+08 nChanged 43
Entering ConstructFrom: 
Score: -148077664.000000 Penalty: 139228.203125
Entering ConstructFrom: 
Trying to split cluster 1 (262523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262523 members 
Entering Unmasked Estep 
Score: -32252776.000000 Penalty: 3094.567383
	Iteration 0F: 2 clusters Score -3.225278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131301 members 
Mstep: Class 2 contains 131222 members 
Entering Unmasked Estep 
Score: -32085672.000000 Penalty: 6189.134766
	Iteration 0F: 3 clusters Score -3.208567e+07 nChanged 126737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133220 members 
Mstep: Class 2 contains 129303 members 
Entering Unmasked Estep 
Score: -32160160.000000 Penalty: 6189.134766
	Iteration 1F: 3 clusters Score -3.216016e+07 nChanged 7838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134842 members 
Mstep: Class 2 contains 127681 members 
Entering Unmasked Estep 
Score: -32162116.000000 Penalty: 6189.134766
	Iteration 2Q: 3 clusters Score -3.216212e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137227 members 
Mstep: Class 2 contains 125296 members 
Entering Unmasked Estep 
Score: -32164796.000000 Penalty: 6189.134766
	Iteration 3Q: 3 clusters Score -3.21648e+07 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140577 members 
Mstep: Class 2 contains 121946 members 
Entering Unmasked Estep 
Score: -32168522.000000 Penalty: 6189.134766
	Iteration 4Q: 3 clusters Score -3.216852e+07 nChanged 11254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144919 members 
Mstep: Class 2 contains 117604 members 
Entering Unmasked Estep 
Score: -32173686.000000 Penalty: 6189.134766
	Iteration 5Q: 3 clusters Score -3.217369e+07 nChanged 12956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150347 members 
Mstep: Class 2 contains 112176 members 
Entering Unmasked Estep 
Score: -32181082.000000 Penalty: 6189.134766
	Iteration 6Q: 3 clusters Score -3.218108e+07 nChanged 14914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156323 members 
Mstep: Class 2 contains 106200 members 
Entering Unmasked Estep 
Score: -32191708.000000 Penalty: 6189.134766
	Iteration 7F: 3 clusters Score -3.219171e+07 nChanged 16410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161733 members 
Mstep: Class 2 contains 100790 members 
Entering Unmasked Estep 
Score: -32203514.000000 Penalty: 6189.134766
	Iteration 8F: 3 clusters Score -3.220351e+07 nChanged 16628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165463 members 
Mstep: Class 2 contains 97060 members 
Entering Unmasked Estep 
Score: -32215264.000000 Penalty: 6189.134766
	Iteration 9F: 3 clusters Score -3.221526e+07 nChanged 14279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167900 members 
Mstep: Class 2 contains 94623 members 
Entering Unmasked Estep 
Score: -32222708.000000 Penalty: 6189.134766
	Iteration 10F: 3 clusters Score -3.222271e+07 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170026 members 
Mstep: Class 2 contains 92497 members 
Entering Unmasked Estep 
Score: -32225568.000000 Penalty: 6189.134766
	Iteration 11Q: 3 clusters Score -3.222557e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172187 members 
Mstep: Class 2 contains 90336 members 
Entering Unmasked Estep 
Score: -32226918.000000 Penalty: 6189.134766
	Iteration 12Q: 3 clusters Score -3.222692e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174221 members 
Mstep: Class 2 contains 88302 members 
Entering Unmasked Estep 
Score: -32227890.000000 Penalty: 6189.134766
	Iteration 13Q: 3 clusters Score -3.222789e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176269 members 
Mstep: Class 2 contains 86254 members 
Entering Unmasked Estep 
Score: -32228536.000000 Penalty: 6189.134766
	Iteration 14Q: 3 clusters Score -3.222854e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178352 members 
Mstep: Class 2 contains 84171 members 
Entering Unmasked Estep 
Score: -32229040.000000 Penalty: 6189.134766
	Iteration 15Q: 3 clusters Score -3.222904e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180528 members 
Mstep: Class 2 contains 81995 members 
Entering Unmasked Estep 
Score: -32229658.000000 Penalty: 6189.134766
	Iteration 16Q: 3 clusters Score -3.222966e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182755 members 
Mstep: Class 2 contains 79768 members 
Entering Unmasked Estep 
Score: -32230130.000000 Penalty: 6189.134766
	Iteration 17Q: 3 clusters Score -3.223013e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185013 members 
Mstep: Class 2 contains 77510 members 
Entering Unmasked Estep 
Score: -32230560.000000 Penalty: 6189.134766
	Iteration 18Q: 3 clusters Score -3.223056e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187409 members 
Mstep: Class 2 contains 75114 members 
Entering Unmasked Estep 
Score: -32230900.000000 Penalty: 6189.134766
	Iteration 19Q: 3 clusters Score -3.22309e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190023 members 
Mstep: Class 2 contains 72500 members 
Entering Unmasked Estep 
Score: -32231466.000000 Penalty: 6189.134766
	Iteration 20F: 3 clusters Score -3.223147e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192800 members 
Mstep: Class 2 contains 69723 members 
Entering Unmasked Estep 
Score: -32231976.000000 Penalty: 6189.134766
	Iteration 21Q: 3 clusters Score -3.223198e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195655 members 
Mstep: Class 2 contains 66868 members 
Entering Unmasked Estep 
Score: -32232478.000000 Penalty: 6189.134766
	Iteration 22Q: 3 clusters Score -3.223248e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198590 members 
Mstep: Class 2 contains 63933 members 
Entering Unmasked Estep 
Score: -32233338.000000 Penalty: 6189.134766
	Iteration 23Q: 3 clusters Score -3.223334e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201775 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -32234122.000000 Penalty: 6189.134766
	Iteration 24Q: 3 clusters Score -3.223412e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205023 members 
Mstep: Class 2 contains 57500 members 
Entering Unmasked Estep 
Score: -32234694.000000 Penalty: 6189.134766
	Iteration 25Q: 3 clusters Score -3.223469e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208288 members 
Mstep: Class 2 contains 54235 members 
Entering Unmasked Estep 
Score: -32235420.000000 Penalty: 6189.134766
	Iteration 26Q: 3 clusters Score -3.223542e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211592 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -32236174.000000 Penalty: 6189.134766
	Iteration 27Q: 3 clusters Score -3.223617e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215001 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -32237038.000000 Penalty: 6189.134766
	Iteration 28Q: 3 clusters Score -3.223704e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218449 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -32237892.000000 Penalty: 6189.134766
	Iteration 29Q: 3 clusters Score -3.223789e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221918 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -32238562.000000 Penalty: 6189.134766
	Iteration 30Q: 3 clusters Score -3.223856e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225460 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -32239250.000000 Penalty: 6189.134766
	Iteration 31Q: 3 clusters Score -3.223925e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228905 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -32239946.000000 Penalty: 6189.134766
	Iteration 32Q: 3 clusters Score -3.223995e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232253 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -32240894.000000 Penalty: 6189.134766
	Iteration 33Q: 3 clusters Score -3.224089e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235495 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -32241902.000000 Penalty: 6189.134766
	Iteration 34Q: 3 clusters Score -3.22419e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238599 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -32242612.000000 Penalty: 6189.134766
	Iteration 35Q: 3 clusters Score -3.224261e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241548 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -32243476.000000 Penalty: 6189.134766
	Iteration 36Q: 3 clusters Score -3.224348e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244424 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -32244478.000000 Penalty: 6189.134766
	Iteration 37Q: 3 clusters Score -3.224448e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247075 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -32245262.000000 Penalty: 6189.134766
	Iteration 38Q: 3 clusters Score -3.224526e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249450 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -32246112.000000 Penalty: 6189.134766
	Iteration 39Q: 3 clusters Score -3.224611e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251559 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -32246746.000000 Penalty: 6189.134766
	Iteration 40F: 3 clusters Score -3.224675e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253367 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -32247378.000000 Penalty: 6189.134766
	Iteration 41Q: 3 clusters Score -3.224738e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254879 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -32247736.000000 Penalty: 6189.134766
	Iteration 42Q: 3 clusters Score -3.224774e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256080 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -32248084.000000 Penalty: 6189.134766
	Iteration 43Q: 3 clusters Score -3.224808e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257063 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -32248512.000000 Penalty: 6189.134766
	Iteration 44Q: 3 clusters Score -3.224851e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257855 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -32248696.000000 Penalty: 6189.134766
	Iteration 45Q: 3 clusters Score -3.22487e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258524 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -32248916.000000 Penalty: 6189.134766
	Iteration 46Q: 3 clusters Score -3.224892e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259073 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -32249196.000000 Penalty: 6189.134766
	Iteration 47Q: 3 clusters Score -3.22492e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259501 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -32249426.000000 Penalty: 6189.134766
	Iteration 48Q: 3 clusters Score -3.224943e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259835 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -32249578.000000 Penalty: 6189.134766
	Iteration 49Q: 3 clusters Score -3.224958e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260097 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -32249686.000000 Penalty: 6189.134766
	Iteration 50Q: 3 clusters Score -3.224969e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260309 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -32249804.000000 Penalty: 6189.134766
	Iteration 51Q: 3 clusters Score -3.22498e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260486 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -32249906.000000 Penalty: 6189.134766
	Iteration 52Q: 3 clusters Score -3.224991e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260628 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -32249954.000000 Penalty: 6189.134766
	Iteration 53Q: 3 clusters Score -3.224995e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260752 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -32250008.000000 Penalty: 6189.134766
	Iteration 54Q: 3 clusters Score -3.225001e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260848 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -32250038.000000 Penalty: 6189.134766
	Iteration 55Q: 3 clusters Score -3.225004e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260923 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -32250056.000000 Penalty: 6189.134766
	Iteration 56Q: 3 clusters Score -3.225006e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260986 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -32250098.000000 Penalty: 6189.134766
	Iteration 57Q: 3 clusters Score -3.22501e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261036 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -32250110.000000 Penalty: 6189.134766
	Iteration 58Q: 3 clusters Score -3.225011e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261080 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -32250156.000000 Penalty: 6189.134766
	Iteration 59Q: 3 clusters Score -3.225016e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261124 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -32250176.000000 Penalty: 6189.134766
	Iteration 60F: 3 clusters Score -3.225018e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261159 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -32250154.000000 Penalty: 6189.134766
	Iteration 61Q: 3 clusters Score -3.225015e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261184 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -32250172.000000 Penalty: 6189.134766
	Iteration 62Q: 3 clusters Score -3.225017e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261221 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -32250200.000000 Penalty: 6189.134766
	Iteration 63Q: 3 clusters Score -3.22502e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261239 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -32250208.000000 Penalty: 6189.134766
	Iteration 64Q: 3 clusters Score -3.225021e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261264 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -32250256.000000 Penalty: 6189.134766
	Iteration 65Q: 3 clusters Score -3.225026e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261288 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -32250260.000000 Penalty: 6189.134766
	Iteration 66Q: 3 clusters Score -3.225026e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261309 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -32250240.000000 Penalty: 6189.134766
	Iteration 67Q: 3 clusters Score -3.225024e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261324 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -32250240.000000 Penalty: 6189.134766
	Iteration 68Q: 3 clusters Score -3.225024e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261335 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -32250246.000000 Penalty: 6189.134766
	Iteration 69Q: 3 clusters Score -3.225025e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261341 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -32250230.000000 Penalty: 6189.134766
	Iteration 70Q: 3 clusters Score -3.225023e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261351 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -32250216.000000 Penalty: 6189.134766
	Iteration 71Q: 3 clusters Score -3.225022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261356 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -32250240.000000 Penalty: 6189.134766
	Iteration 72Q: 3 clusters Score -3.225024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261365 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -32250250.000000 Penalty: 6189.134766
	Iteration 73Q: 3 clusters Score -3.225025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261368 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -32250248.000000 Penalty: 6189.134766
	Iteration 74Q: 3 clusters Score -3.225025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261368 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -32250264.000000 Penalty: 6189.134766
	Iteration 75Q: 3 clusters Score -3.225026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261371 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -32250240.000000 Penalty: 6189.134766
	Iteration 76Q: 3 clusters Score -3.225024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261379 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -32250244.000000 Penalty: 6189.134766
	Iteration 77Q: 3 clusters Score -3.225024e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261389 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -32250250.000000 Penalty: 6189.134766
	Iteration 78Q: 3 clusters Score -3.225025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261396 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -32250254.000000 Penalty: 6189.134766
	Iteration 79Q: 3 clusters Score -3.225025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261403 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -32250248.000000 Penalty: 6189.134766
	Iteration 80F: 3 clusters Score -3.225025e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261408 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -32250244.000000 Penalty: 6189.134766
	Iteration 81Q: 3 clusters Score -3.225024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261412 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -32250272.000000 Penalty: 6189.134766
	Iteration 82Q: 3 clusters Score -3.225027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261417 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -32250268.000000 Penalty: 6189.134766
	Iteration 83Q: 3 clusters Score -3.225027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261426 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -32250276.000000 Penalty: 6189.134766
	Iteration 84Q: 3 clusters Score -3.225028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261433 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -32250284.000000 Penalty: 6189.134766
	Iteration 85Q: 3 clusters Score -3.225028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261440 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -32250272.000000 Penalty: 6189.134766
	Iteration 86Q: 3 clusters Score -3.225027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261446 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -32250286.000000 Penalty: 6189.134766
	Iteration 87Q: 3 clusters Score -3.225029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261453 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -32250296.000000 Penalty: 6189.134766
	Iteration 88Q: 3 clusters Score -3.22503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261454 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -32250262.000000 Penalty: 6189.134766
	Iteration 89Q: 3 clusters Score -3.225026e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261457 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -32250276.000000 Penalty: 6189.134766
	Iteration 90Q: 3 clusters Score -3.225028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261458 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -32250258.000000 Penalty: 6189.134766
	Iteration 91Q: 3 clusters Score -3.225026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261458 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -32250258.000000 Penalty: 6189.134766
	Iteration 92F: 3 clusters Score -3.225026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -40264.042969 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -40264.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38821.910156 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -38821.91 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39085.253906 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -39085.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39214.929688 Penalty: 3005.324951
	Iteration 2F: 3 clusters Score -39214.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39309.683594 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -39309.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39347.917969 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -39347.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39390.808594 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -39390.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39416.125000 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -39416.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39466.593750 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -39466.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39523.468750 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -39523.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39592.023438 Penalty: 3005.324951
	Iteration 9Q: 3 clusters Score -39592.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39630.148438 Penalty: 3005.324951
	Iteration 10Q: 3 clusters Score -39630.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39692.289062 Penalty: 3005.324951
	Iteration 11Q: 3 clusters Score -39692.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39735.820312 Penalty: 3005.324951
	Iteration 12Q: 3 clusters Score -39735.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39774.789062 Penalty: 3005.324951
	Iteration 13Q: 3 clusters Score -39774.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39857.953125 Penalty: 3005.324951
	Iteration 14Q: 3 clusters Score -39857.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39897.769531 Penalty: 3005.324951
	Iteration 15Q: 3 clusters Score -39897.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39923.363281 Penalty: 3005.324951
	Iteration 16Q: 3 clusters Score -39923.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39946.871094 Penalty: 3005.324951
	Iteration 17Q: 3 clusters Score -39946.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40039.890625 Penalty: 3005.324951
	Iteration 18Q: 3 clusters Score -40039.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40044.976562 Penalty: 3005.324951
	Iteration 19Q: 3 clusters Score -40044.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40045.601562 Penalty: 3005.324951
	Iteration 20F: 3 clusters Score -40045.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40048.972656 Penalty: 3005.324951
	Iteration 21Q: 3 clusters Score -40048.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -40048.972656 Penalty: 3005.324951
	Iteration 22F: 3 clusters Score -40048.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Entering Unmasked Estep 
Score: -7488874.500000 Penalty: 2732.066650
	Iteration 0F: 2 clusters Score -7488874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -7448226.500000 Penalty: 5464.133301
	Iteration 0F: 3 clusters Score -7448226 nChanged 28301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -7463892.500000 Penalty: 5464.133301
	Iteration 1F: 3 clusters Score -7463892 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -7464417.000000 Penalty: 5464.133301
	Iteration 2Q: 3 clusters Score -7464417 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -7465085.000000 Penalty: 5464.133301
	Iteration 3Q: 3 clusters Score -7465085 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -7466020.000000 Penalty: 5464.133301
	Iteration 4Q: 3 clusters Score -7466020 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -7467392.500000 Penalty: 5464.133301
	Iteration 5Q: 3 clusters Score -7467392 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -7469719.000000 Penalty: 5464.133301
	Iteration 6F: 3 clusters Score -7469719 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -7472898.500000 Penalty: 5464.133301
	Iteration 7F: 3 clusters Score -7472898 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -7476428.500000 Penalty: 5464.133301
	Iteration 8F: 3 clusters Score -7476428 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -7479605.500000 Penalty: 5464.133301
	Iteration 9F: 3 clusters Score -7479606 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -7482230.500000 Penalty: 5464.133301
	Iteration 10F: 3 clusters Score -7482230 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 57821 members 
Entering Unmasked Estep 
Score: -7483975.500000 Penalty: 5464.133301
	Iteration 11Q: 3 clusters Score -7483976 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -7485081.000000 Penalty: 5464.133301
	Iteration 12Q: 3 clusters Score -7485081 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 59817 members 
Entering Unmasked Estep 
Score: -7485691.000000 Penalty: 5464.133301
	Iteration 13Q: 3 clusters Score -7485691 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -7486053.500000 Penalty: 5464.133301
	Iteration 14Q: 3 clusters Score -7486054 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -7486216.500000 Penalty: 5464.133301
	Iteration 15Q: 3 clusters Score -7486216 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 60425 members 
Entering Unmasked Estep 
Score: -7486324.500000 Penalty: 5464.133301
	Iteration 16Q: 3 clusters Score -7486324 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 60485 members 
Entering Unmasked Estep 
Score: -7486396.000000 Penalty: 5464.133301
	Iteration 17Q: 3 clusters Score -7486396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 60515 members 
Entering Unmasked Estep 
Score: -7486460.500000 Penalty: 5464.133301
	Iteration 18Q: 3 clusters Score -7486460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -7486477.500000 Penalty: 5464.133301
	Iteration 19Q: 3 clusters Score -7486478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 60543 members 
Entering Unmasked Estep 
Score: -7486494.500000 Penalty: 5464.133301
	Iteration 20F: 3 clusters Score -7486494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -7486503.500000 Penalty: 5464.133301
	Iteration 21Q: 3 clusters Score -7486504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -7486519.000000 Penalty: 5464.133301
	Iteration 22Q: 3 clusters Score -7486519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -7486517.500000 Penalty: 5464.133301
	Iteration 23Q: 3 clusters Score -7486518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 60555 members 
Entering Unmasked Estep 
Score: -7486527.000000 Penalty: 5464.133301
	Iteration 24Q: 3 clusters Score -7486527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 60555 members 
Entering Unmasked Estep 
Score: -7486526.000000 Penalty: 5464.133301
	Iteration 25Q: 3 clusters Score -7486526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -7486525.000000 Penalty: 5464.133301
	Iteration 26Q: 3 clusters Score -7486525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 60551 members 
Entering Unmasked Estep 
Score: -7486521.500000 Penalty: 5464.133301
	Iteration 27Q: 3 clusters Score -7486522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 60550 members 
Entering Unmasked Estep 
Score: -7486521.500000 Penalty: 5464.133301
	Iteration 28Q: 3 clusters Score -7486522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 60552 members 
Entering Unmasked Estep 
Score: -7486532.500000 Penalty: 5464.133301
	Iteration 29Q: 3 clusters Score -7486532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -7486536.000000 Penalty: 5464.133301
	Iteration 30Q: 3 clusters Score -7486536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 60553 members 
Entering Unmasked Estep 
Score: -7486536.000000 Penalty: 5464.133301
	Iteration 31F: 3 clusters Score -7486536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Entering Unmasked Estep 
Score: -2086005.875000 Penalty: 2425.262207
	Iteration 0F: 2 clusters Score -2086006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2073547.875000 Penalty: 4850.524414
	Iteration 0F: 3 clusters Score -2073548 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -2077618.500000 Penalty: 4850.524414
	Iteration 1F: 3 clusters Score -2077618 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2078040.000000 Penalty: 4850.524414
	Iteration 2F: 3 clusters Score -2078040 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2078372.375000 Penalty: 4850.524414
	Iteration 3Q: 3 clusters Score -2078372 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2078678.750000 Penalty: 4850.524414
	Iteration 4Q: 3 clusters Score -2078679 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2079042.625000 Penalty: 4850.524414
	Iteration 5Q: 3 clusters Score -2079043 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2079492.500000 Penalty: 4850.524414
	Iteration 6Q: 3 clusters Score -2079492 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2079998.000000 Penalty: 4850.524414
	Iteration 7Q: 3 clusters Score -2079998 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -2080523.875000 Penalty: 4850.524414
	Iteration 8Q: 3 clusters Score -2080524 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2081074.000000 Penalty: 4850.524414
	Iteration 9Q: 3 clusters Score -2081074 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2081585.000000 Penalty: 4850.524414
	Iteration 10Q: 3 clusters Score -2081585 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2082078.500000 Penalty: 4850.524414
	Iteration 11Q: 3 clusters Score -2082078 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2082481.625000 Penalty: 4850.524414
	Iteration 12Q: 3 clusters Score -2082482 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2082859.750000 Penalty: 4850.524414
	Iteration 13Q: 3 clusters Score -2082860 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2083153.750000 Penalty: 4850.524414
	Iteration 14Q: 3 clusters Score -2083154 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2083379.250000 Penalty: 4850.524414
	Iteration 15Q: 3 clusters Score -2083379 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2083574.000000 Penalty: 4850.524414
	Iteration 16Q: 3 clusters Score -2083574 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2083701.750000 Penalty: 4850.524414
	Iteration 17Q: 3 clusters Score -2083702 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2083793.000000 Penalty: 4850.524414
	Iteration 18Q: 3 clusters Score -2083793 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2083862.250000 Penalty: 4850.524414
	Iteration 19Q: 3 clusters Score -2083862 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2083927.750000 Penalty: 4850.524414
	Iteration 20F: 3 clusters Score -2083928 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2083969.875000 Penalty: 4850.524414
	Iteration 21Q: 3 clusters Score -2083970 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2083999.500000 Penalty: 4850.524414
	Iteration 22Q: 3 clusters Score -2084000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2084019.500000 Penalty: 4850.524414
	Iteration 23Q: 3 clusters Score -2084020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2084038.375000 Penalty: 4850.524414
	Iteration 24Q: 3 clusters Score -2084038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2084047.750000 Penalty: 4850.524414
	Iteration 25Q: 3 clusters Score -2084048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2084057.375000 Penalty: 4850.524414
	Iteration 26Q: 3 clusters Score -2084057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2084070.125000 Penalty: 4850.524414
	Iteration 27Q: 3 clusters Score -2084070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2084076.375000 Penalty: 4850.524414
	Iteration 28Q: 3 clusters Score -2084076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2084079.625000 Penalty: 4850.524414
	Iteration 29Q: 3 clusters Score -2084080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2084081.625000 Penalty: 4850.524414
	Iteration 30Q: 3 clusters Score -2084082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2084088.625000 Penalty: 4850.524414
	Iteration 31Q: 3 clusters Score -2084089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2084096.125000 Penalty: 4850.524414
	Iteration 32Q: 3 clusters Score -2084096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2084101.750000 Penalty: 4850.524414
	Iteration 33Q: 3 clusters Score -2084102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2084101.500000 Penalty: 4850.524414
	Iteration 34Q: 3 clusters Score -2084102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2084104.500000 Penalty: 4850.524414
	Iteration 35Q: 3 clusters Score -2084104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2084105.375000 Penalty: 4850.524414
	Iteration 36Q: 3 clusters Score -2084105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2084105.125000 Penalty: 4850.524414
	Iteration 37Q: 3 clusters Score -2084105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2084106.000000 Penalty: 4850.524414
	Iteration 38Q: 3 clusters Score -2084106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2084106.250000 Penalty: 4850.524414
	Iteration 39Q: 3 clusters Score -2084106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2084109.125000 Penalty: 4850.524414
	Iteration 40F: 3 clusters Score -2084109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2084111.375000 Penalty: 4850.524414
	Iteration 41Q: 3 clusters Score -2084111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2084109.750000 Penalty: 4850.524414
	Iteration 42Q: 3 clusters Score -2084110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2084113.000000 Penalty: 4850.524414
	Iteration 43Q: 3 clusters Score -2084113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2084119.750000 Penalty: 4850.524414
	Iteration 44Q: 3 clusters Score -2084120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2084123.000000 Penalty: 4850.524414
	Iteration 45Q: 3 clusters Score -2084123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2084122.000000 Penalty: 4850.524414
	Iteration 46Q: 3 clusters Score -2084122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2084123.125000 Penalty: 4850.524414
	Iteration 47Q: 3 clusters Score -2084123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2084126.375000 Penalty: 4850.524414
	Iteration 48Q: 3 clusters Score -2084126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2084126.000000 Penalty: 4850.524414
	Iteration 49Q: 3 clusters Score -2084126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2084126.000000 Penalty: 4850.524414
	Iteration 50F: 3 clusters Score -2084126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Entering Unmasked Estep 
Score: -219008.046875 Penalty: 1855.705078
	Iteration 0F: 2 clusters Score -219008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -216504.796875 Penalty: 3711.410156
	Iteration 0F: 3 clusters Score -216504.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -216873.375000 Penalty: 3711.410156
	Iteration 1F: 3 clusters Score -216873.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -216969.500000 Penalty: 3711.410156
	Iteration 2F: 3 clusters Score -216969.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -217033.593750 Penalty: 3711.410156
	Iteration 3Q: 3 clusters Score -217033.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -217077.109375 Penalty: 3711.410156
	Iteration 4Q: 3 clusters Score -217077.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -217106.031250 Penalty: 3711.410156
	Iteration 5Q: 3 clusters Score -217106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -217120.515625 Penalty: 3711.410156
	Iteration 6Q: 3 clusters Score -217120.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -217132.812500 Penalty: 3711.410156
	Iteration 7Q: 3 clusters Score -217132.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -217143.406250 Penalty: 3711.410156
	Iteration 8Q: 3 clusters Score -217143.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -217150.250000 Penalty: 3711.410156
	Iteration 9Q: 3 clusters Score -217150.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -217162.500000 Penalty: 3711.410156
	Iteration 10Q: 3 clusters Score -217162.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -217169.453125 Penalty: 3711.410156
	Iteration 11Q: 3 clusters Score -217169.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -217177.609375 Penalty: 3711.410156
	Iteration 12Q: 3 clusters Score -217177.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -217181.609375 Penalty: 3711.410156
	Iteration 13Q: 3 clusters Score -217181.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -217184.765625 Penalty: 3711.410156
	Iteration 14Q: 3 clusters Score -217184.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -217186.703125 Penalty: 3711.410156
	Iteration 15Q: 3 clusters Score -217186.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -217187.375000 Penalty: 3711.410156
	Iteration 16Q: 3 clusters Score -217187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -217188.765625 Penalty: 3711.410156
	Iteration 17Q: 3 clusters Score -217188.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -217188.765625 Penalty: 3711.410156
	Iteration 18F: 3 clusters Score -217188.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (182333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182333 members 
Entering Unmasked Estep 
Score: -22183234.000000 Penalty: 3004.170410
	Iteration 0F: 2 clusters Score -2.218323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91148 members 
Mstep: Class 2 contains 91185 members 
Entering Unmasked Estep 
Score: -22061830.000000 Penalty: 6008.340820
	Iteration 0F: 3 clusters Score -2.206183e+07 nChanged 87304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90302 members 
Mstep: Class 2 contains 92031 members 
Entering Unmasked Estep 
Score: -22112002.000000 Penalty: 6008.340820
	Iteration 1F: 3 clusters Score -2.2112e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89576 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -22112930.000000 Penalty: 6008.340820
	Iteration 2Q: 3 clusters Score -2.211293e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88389 members 
Mstep: Class 2 contains 93944 members 
Entering Unmasked Estep 
Score: -22113942.000000 Penalty: 6008.340820
	Iteration 3Q: 3 clusters Score -2.211394e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86591 members 
Mstep: Class 2 contains 95742 members 
Entering Unmasked Estep 
Score: -22114928.000000 Penalty: 6008.340820
	Iteration 4Q: 3 clusters Score -2.211493e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83856 members 
Mstep: Class 2 contains 98477 members 
Entering Unmasked Estep 
Score: -22116092.000000 Penalty: 6008.340820
	Iteration 5Q: 3 clusters Score -2.211609e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 102776 members 
Entering Unmasked Estep 
Score: -22118100.000000 Penalty: 6008.340820
	Iteration 6Q: 3 clusters Score -2.21181e+07 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73010 members 
Mstep: Class 2 contains 109323 members 
Entering Unmasked Estep 
Score: -22121546.000000 Penalty: 6008.340820
	Iteration 7Q: 3 clusters Score -2.212155e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63805 members 
Mstep: Class 2 contains 118528 members 
Entering Unmasked Estep 
Score: -22127632.000000 Penalty: 6008.340820
	Iteration 8F: 3 clusters Score -2.212763e+07 nChanged 13244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51881 members 
Mstep: Class 2 contains 130452 members 
Entering Unmasked Estep 
Score: -22136942.000000 Penalty: 6008.340820
	Iteration 9F: 3 clusters Score -2.213694e+07 nChanged 14524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 143956 members 
Entering Unmasked Estep 
Score: -22149002.000000 Penalty: 6008.340820
	Iteration 10F: 3 clusters Score -2.2149e+07 nChanged 13139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 156447 members 
Entering Unmasked Estep 
Score: -22161346.000000 Penalty: 6008.340820
	Iteration 11F: 3 clusters Score -2.216135e+07 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 165436 members 
Entering Unmasked Estep 
Score: -22170112.000000 Penalty: 6008.340820
	Iteration 12F: 3 clusters Score -2.217011e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 170641 members 
Entering Unmasked Estep 
Score: -22174950.000000 Penalty: 6008.340820
	Iteration 13Q: 3 clusters Score -2.217495e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 173508 members 
Entering Unmasked Estep 
Score: -22177524.000000 Penalty: 6008.340820
	Iteration 14Q: 3 clusters Score -2.217752e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 175191 members 
Entering Unmasked Estep 
Score: -22178668.000000 Penalty: 6008.340820
	Iteration 15Q: 3 clusters Score -2.217867e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 176406 members 
Entering Unmasked Estep 
Score: -22179590.000000 Penalty: 6008.340820
	Iteration 16Q: 3 clusters Score -2.217959e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 177237 members 
Entering Unmasked Estep 
Score: -22179974.000000 Penalty: 6008.340820
	Iteration 17Q: 3 clusters Score -2.217997e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 177900 members 
Entering Unmasked Estep 
Score: -22180294.000000 Penalty: 6008.340820
	Iteration 18Q: 3 clusters Score -2.218029e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 178365 members 
Entering Unmasked Estep 
Score: -22180498.000000 Penalty: 6008.340820
	Iteration 19Q: 3 clusters Score -2.21805e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 178727 members 
Entering Unmasked Estep 
Score: -22180600.000000 Penalty: 6008.340820
	Iteration 20F: 3 clusters Score -2.21806e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 179018 members 
Entering Unmasked Estep 
Score: -22180686.000000 Penalty: 6008.340820
	Iteration 21Q: 3 clusters Score -2.218069e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 179237 members 
Entering Unmasked Estep 
Score: -22180766.000000 Penalty: 6008.340820
	Iteration 22Q: 3 clusters Score -2.218077e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 179426 members 
Entering Unmasked Estep 
Score: -22180826.000000 Penalty: 6008.340820
	Iteration 23Q: 3 clusters Score -2.218083e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 179581 members 
Entering Unmasked Estep 
Score: -22180846.000000 Penalty: 6008.340820
	Iteration 24Q: 3 clusters Score -2.218085e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 179706 members 
Entering Unmasked Estep 
Score: -22180888.000000 Penalty: 6008.340820
	Iteration 25Q: 3 clusters Score -2.218089e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 179831 members 
Entering Unmasked Estep 
Score: -22180912.000000 Penalty: 6008.340820
	Iteration 26Q: 3 clusters Score -2.218091e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 179935 members 
Entering Unmasked Estep 
Score: -22180942.000000 Penalty: 6008.340820
	Iteration 27Q: 3 clusters Score -2.218094e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 180025 members 
Entering Unmasked Estep 
Score: -22180962.000000 Penalty: 6008.340820
	Iteration 28Q: 3 clusters Score -2.218096e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 180097 members 
Entering Unmasked Estep 
Score: -22180976.000000 Penalty: 6008.340820
	Iteration 29Q: 3 clusters Score -2.218098e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 180158 members 
Entering Unmasked Estep 
Score: -22181002.000000 Penalty: 6008.340820
	Iteration 30Q: 3 clusters Score -2.2181e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 180213 members 
Entering Unmasked Estep 
Score: -22181006.000000 Penalty: 6008.340820
	Iteration 31Q: 3 clusters Score -2.218101e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 180265 members 
Entering Unmasked Estep 
Score: -22181008.000000 Penalty: 6008.340820
	Iteration 32Q: 3 clusters Score -2.218101e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 180313 members 
Entering Unmasked Estep 
Score: -22181012.000000 Penalty: 6008.340820
	Iteration 33Q: 3 clusters Score -2.218101e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 180368 members 
Entering Unmasked Estep 
Score: -22180996.000000 Penalty: 6008.340820
	Iteration 34Q: 3 clusters Score -2.2181e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 180426 members 
Entering Unmasked Estep 
Score: -22180980.000000 Penalty: 6008.340820
	Iteration 35Q: 3 clusters Score -2.218098e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 180477 members 
Entering Unmasked Estep 
Score: -22180986.000000 Penalty: 6008.340820
	Iteration 36Q: 3 clusters Score -2.218099e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 180512 members 
Entering Unmasked Estep 
Score: -22181004.000000 Penalty: 6008.340820
	Iteration 37Q: 3 clusters Score -2.2181e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 180541 members 
Entering Unmasked Estep 
Score: -22181036.000000 Penalty: 6008.340820
	Iteration 38Q: 3 clusters Score -2.218104e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 180556 members 
Entering Unmasked Estep 
Score: -22181034.000000 Penalty: 6008.340820
	Iteration 39Q: 3 clusters Score -2.218103e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 180567 members 
Entering Unmasked Estep 
Score: -22181018.000000 Penalty: 6008.340820
	Iteration 40F: 3 clusters Score -2.218102e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 180587 members 
Entering Unmasked Estep 
Score: -22181006.000000 Penalty: 6008.340820
	Iteration 41Q: 3 clusters Score -2.218101e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 180605 members 
Entering Unmasked Estep 
Score: -22181034.000000 Penalty: 6008.340820
	Iteration 42Q: 3 clusters Score -2.218103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 180623 members 
Entering Unmasked Estep 
Score: -22181030.000000 Penalty: 6008.340820
	Iteration 43Q: 3 clusters Score -2.218103e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 180641 members 
Entering Unmasked Estep 
Score: -22181008.000000 Penalty: 6008.340820
	Iteration 44Q: 3 clusters Score -2.218101e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 180662 members 
Entering Unmasked Estep 
Score: -22181030.000000 Penalty: 6008.340820
	Iteration 45Q: 3 clusters Score -2.218103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 180679 members 
Entering Unmasked Estep 
Score: -22181036.000000 Penalty: 6008.340820
	Iteration 46Q: 3 clusters Score -2.218104e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 180695 members 
Entering Unmasked Estep 
Score: -22181008.000000 Penalty: 6008.340820
	Iteration 47Q: 3 clusters Score -2.218101e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 180708 members 
Entering Unmasked Estep 
Score: -22181008.000000 Penalty: 6008.340820
	Iteration 48Q: 3 clusters Score -2.218101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 180721 members 
Entering Unmasked Estep 
Score: -22181014.000000 Penalty: 6008.340820
	Iteration 49Q: 3 clusters Score -2.218101e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 180733 members 
Entering Unmasked Estep 
Score: -22181040.000000 Penalty: 6008.340820
	Iteration 50Q: 3 clusters Score -2.218104e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 180746 members 
Entering Unmasked Estep 
Score: -22181048.000000 Penalty: 6008.340820
	Iteration 51Q: 3 clusters Score -2.218105e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 180769 members 
Entering Unmasked Estep 
Score: -22181024.000000 Penalty: 6008.340820
	Iteration 52Q: 3 clusters Score -2.218102e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 180796 members 
Entering Unmasked Estep 
Score: -22181034.000000 Penalty: 6008.340820
	Iteration 53Q: 3 clusters Score -2.218103e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 180826 members 
Entering Unmasked Estep 
Score: -22181034.000000 Penalty: 6008.340820
	Iteration 54Q: 3 clusters Score -2.218103e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 180847 members 
Entering Unmasked Estep 
Score: -22181060.000000 Penalty: 6008.340820
	Iteration 55Q: 3 clusters Score -2.218106e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 180872 members 
Entering Unmasked Estep 
Score: -22181066.000000 Penalty: 6008.340820
	Iteration 56Q: 3 clusters Score -2.218107e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 180890 members 
Entering Unmasked Estep 
Score: -22181062.000000 Penalty: 6008.340820
	Iteration 57Q: 3 clusters Score -2.218106e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 180909 members 
Entering Unmasked Estep 
Score: -22181034.000000 Penalty: 6008.340820
	Iteration 58Q: 3 clusters Score -2.218103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 180926 members 
Entering Unmasked Estep 
Score: -22181054.000000 Penalty: 6008.340820
	Iteration 59Q: 3 clusters Score -2.218105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 180938 members 
Entering Unmasked Estep 
Score: -22181074.000000 Penalty: 6008.340820
	Iteration 60F: 3 clusters Score -2.218107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 180944 members 
Entering Unmasked Estep 
Score: -22181074.000000 Penalty: 6008.340820
	Iteration 61Q: 3 clusters Score -2.218107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 180954 members 
Entering Unmasked Estep 
Score: -22181066.000000 Penalty: 6008.340820
	Iteration 62Q: 3 clusters Score -2.218107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 180963 members 
Entering Unmasked Estep 
Score: -22181078.000000 Penalty: 6008.340820
	Iteration 63Q: 3 clusters Score -2.218108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 180968 members 
Entering Unmasked Estep 
Score: -22181086.000000 Penalty: 6008.340820
	Iteration 64Q: 3 clusters Score -2.218109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 180975 members 
Entering Unmasked Estep 
Score: -22181088.000000 Penalty: 6008.340820
	Iteration 65Q: 3 clusters Score -2.218109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 180980 members 
Entering Unmasked Estep 
Score: -22181080.000000 Penalty: 6008.340820
	Iteration 66Q: 3 clusters Score -2.218108e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 180982 members 
Entering Unmasked Estep 
Score: -22181074.000000 Penalty: 6008.340820
	Iteration 67Q: 3 clusters Score -2.218107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 180987 members 
Entering Unmasked Estep 
Score: -22181080.000000 Penalty: 6008.340820
	Iteration 68Q: 3 clusters Score -2.218108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 180992 members 
Entering Unmasked Estep 
Score: -22181080.000000 Penalty: 6008.340820
	Iteration 69Q: 3 clusters Score -2.218108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 180997 members 
Entering Unmasked Estep 
Score: -22181076.000000 Penalty: 6008.340820
	Iteration 70Q: 3 clusters Score -2.218108e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 180999 members 
Entering Unmasked Estep 
Score: -22181074.000000 Penalty: 6008.340820
	Iteration 71Q: 3 clusters Score -2.218107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 181000 members 
Entering Unmasked Estep 
Score: -22181078.000000 Penalty: 6008.340820
	Iteration 72Q: 3 clusters Score -2.218108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 181003 members 
Entering Unmasked Estep 
Score: -22181106.000000 Penalty: 6008.340820
	Iteration 73Q: 3 clusters Score -2.218111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 181004 members 
Entering Unmasked Estep 
Score: -22181094.000000 Penalty: 6008.340820
	Iteration 74Q: 3 clusters Score -2.218109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 181004 members 
Entering Unmasked Estep 
Score: -22181094.000000 Penalty: 6008.340820
	Iteration 75F: 3 clusters Score -2.218109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Entering Unmasked Estep 
Score: -3036302.000000 Penalty: 2516.956543
	Iteration 0F: 2 clusters Score -3036302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -3018719.750000 Penalty: 5033.913086
	Iteration 0F: 3 clusters Score -3018720 nChanged 11331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -3024860.000000 Penalty: 5033.913086
	Iteration 1F: 3 clusters Score -3024860 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -3025382.750000 Penalty: 5033.913086
	Iteration 2F: 3 clusters Score -3025383 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3026040.000000 Penalty: 5033.913086
	Iteration 3F: 3 clusters Score -3026040 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3026815.500000 Penalty: 5033.913086
	Iteration 4F: 3 clusters Score -3026816 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3027788.250000 Penalty: 5033.913086
	Iteration 5F: 3 clusters Score -3027788 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -3028870.500000 Penalty: 5033.913086
	Iteration 6F: 3 clusters Score -3028870 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3029881.000000 Penalty: 5033.913086
	Iteration 7F: 3 clusters Score -3029881 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -3030749.000000 Penalty: 5033.913086
	Iteration 8F: 3 clusters Score -3030749 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -3031355.750000 Penalty: 5033.913086
	Iteration 9Q: 3 clusters Score -3031356 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -3031873.250000 Penalty: 5033.913086
	Iteration 10Q: 3 clusters Score -3031873 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -3032361.000000 Penalty: 5033.913086
	Iteration 11Q: 3 clusters Score -3032361 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -3032799.000000 Penalty: 5033.913086
	Iteration 12Q: 3 clusters Score -3032799 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -3033154.000000 Penalty: 5033.913086
	Iteration 13Q: 3 clusters Score -3033154 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -3033450.000000 Penalty: 5033.913086
	Iteration 14Q: 3 clusters Score -3033450 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -3033696.000000 Penalty: 5033.913086
	Iteration 15Q: 3 clusters Score -3033696 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -3033883.750000 Penalty: 5033.913086
	Iteration 16Q: 3 clusters Score -3033884 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -3033987.500000 Penalty: 5033.913086
	Iteration 17Q: 3 clusters Score -3033988 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -3034054.250000 Penalty: 5033.913086
	Iteration 18Q: 3 clusters Score -3034054 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3034092.750000 Penalty: 5033.913086
	Iteration 19Q: 3 clusters Score -3034093 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -3034124.500000 Penalty: 5033.913086
	Iteration 20F: 3 clusters Score -3034124 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -3034140.500000 Penalty: 5033.913086
	Iteration 21Q: 3 clusters Score -3034140 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3034154.000000 Penalty: 5033.913086
	Iteration 22Q: 3 clusters Score -3034154 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -3034167.250000 Penalty: 5033.913086
	Iteration 23Q: 3 clusters Score -3034167 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -3034186.750000 Penalty: 5033.913086
	Iteration 24Q: 3 clusters Score -3034187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -3034189.250000 Penalty: 5033.913086
	Iteration 25Q: 3 clusters Score -3034189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -3034196.750000 Penalty: 5033.913086
	Iteration 26Q: 3 clusters Score -3034197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3034201.500000 Penalty: 5033.913086
	Iteration 27Q: 3 clusters Score -3034202 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3034201.750000 Penalty: 5033.913086
	Iteration 28Q: 3 clusters Score -3034202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -3034213.500000 Penalty: 5033.913086
	Iteration 29Q: 3 clusters Score -3034214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -3034223.000000 Penalty: 5033.913086
	Iteration 30Q: 3 clusters Score -3034223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3034224.250000 Penalty: 5033.913086
	Iteration 31Q: 3 clusters Score -3034224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -3034232.000000 Penalty: 5033.913086
	Iteration 32Q: 3 clusters Score -3034232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -3034231.750000 Penalty: 5033.913086
	Iteration 33Q: 3 clusters Score -3034232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3034237.250000 Penalty: 5033.913086
	Iteration 34Q: 3 clusters Score -3034237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -3034237.000000 Penalty: 5033.913086
	Iteration 35Q: 3 clusters Score -3034237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -3034238.750000 Penalty: 5033.913086
	Iteration 36Q: 3 clusters Score -3034239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -3034239.250000 Penalty: 5033.913086
	Iteration 37Q: 3 clusters Score -3034239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -3034248.000000 Penalty: 5033.913086
	Iteration 38Q: 3 clusters Score -3034248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -3034255.250000 Penalty: 5033.913086
	Iteration 39Q: 3 clusters Score -3034255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -3034259.500000 Penalty: 5033.913086
	Iteration 40F: 3 clusters Score -3034260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -3034257.500000 Penalty: 5033.913086
	Iteration 41Q: 3 clusters Score -3034258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -3034252.500000 Penalty: 5033.913086
	Iteration 42Q: 3 clusters Score -3034252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -3034251.000000 Penalty: 5033.913086
	Iteration 43Q: 3 clusters Score -3034251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -3034253.500000 Penalty: 5033.913086
	Iteration 44Q: 3 clusters Score -3034254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -3034253.250000 Penalty: 5033.913086
	Iteration 45Q: 3 clusters Score -3034253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -3034253.750000 Penalty: 5033.913086
	Iteration 46Q: 3 clusters Score -3034254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -3034253.500000 Penalty: 5033.913086
	Iteration 47Q: 3 clusters Score -3034254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -3034256.500000 Penalty: 5033.913086
	Iteration 48Q: 3 clusters Score -3034256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -3034256.000000 Penalty: 5033.913086
	Iteration 49Q: 3 clusters Score -3034256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -3034259.750000 Penalty: 5033.913086
	Iteration 50Q: 3 clusters Score -3034260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -3034257.500000 Penalty: 5033.913086
	Iteration 51Q: 3 clusters Score -3034258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3034258.500000 Penalty: 5033.913086
	Iteration 52Q: 3 clusters Score -3034258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -3034259.250000 Penalty: 5033.913086
	Iteration 53Q: 3 clusters Score -3034259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -3034259.500000 Penalty: 5033.913086
	Iteration 54Q: 3 clusters Score -3034260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -3034260.500000 Penalty: 5033.913086
	Iteration 55Q: 3 clusters Score -3034260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -3034260.500000 Penalty: 5033.913086
	Iteration 56Q: 3 clusters Score -3034260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -3034261.000000 Penalty: 5033.913086
	Iteration 57Q: 3 clusters Score -3034261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3034258.500000 Penalty: 5033.913086
	Iteration 58Q: 3 clusters Score -3034258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -3034260.000000 Penalty: 5033.913086
	Iteration 59Q: 3 clusters Score -3034260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3034253.750000 Penalty: 5033.913086
	Iteration 60F: 3 clusters Score -3034254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3034265.000000 Penalty: 5033.913086
	Iteration 61Q: 3 clusters Score -3034265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -3034268.000000 Penalty: 5033.913086
	Iteration 62Q: 3 clusters Score -3034268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3034267.000000 Penalty: 5033.913086
	Iteration 63Q: 3 clusters Score -3034267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -3034265.000000 Penalty: 5033.913086
	Iteration 64Q: 3 clusters Score -3034265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -3034264.750000 Penalty: 5033.913086
	Iteration 65Q: 3 clusters Score -3034265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -3034263.000000 Penalty: 5033.913086
	Iteration 66Q: 3 clusters Score -3034263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -3034262.250000 Penalty: 5033.913086
	Iteration 67Q: 3 clusters Score -3034262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -3034267.250000 Penalty: 5033.913086
	Iteration 68Q: 3 clusters Score -3034267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -3034267.500000 Penalty: 5033.913086
	Iteration 69Q: 3 clusters Score -3034268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3034268.000000 Penalty: 5033.913086
	Iteration 70Q: 3 clusters Score -3034268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -3034267.000000 Penalty: 5033.913086
	Iteration 71Q: 3 clusters Score -3034267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -3034271.000000 Penalty: 5033.913086
	Iteration 72Q: 3 clusters Score -3034271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -3034268.000000 Penalty: 5033.913086
	Iteration 73Q: 3 clusters Score -3034268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -3034266.250000 Penalty: 5033.913086
	Iteration 74Q: 3 clusters Score -3034266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3034265.250000 Penalty: 5033.913086
	Iteration 75Q: 3 clusters Score -3034265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3034265.250000 Penalty: 5033.913086
	Iteration 76F: 3 clusters Score -3034265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Entering Unmasked Estep 
Score: -930454.187500 Penalty: 2236.065186
	Iteration 0F: 2 clusters Score -930454.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -923889.750000 Penalty: 4472.130371
	Iteration 0F: 3 clusters Score -923889.8 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -925799.125000 Penalty: 4472.130371
	Iteration 1F: 3 clusters Score -925799.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -926210.812500 Penalty: 4472.130371
	Iteration 2F: 3 clusters Score -926210.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -926614.125000 Penalty: 4472.130371
	Iteration 3F: 3 clusters Score -926614.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -927003.125000 Penalty: 4472.130371
	Iteration 4F: 3 clusters Score -927003.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -927339.937500 Penalty: 4472.130371
	Iteration 5F: 3 clusters Score -927339.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -927654.437500 Penalty: 4472.130371
	Iteration 6F: 3 clusters Score -927654.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -927949.562500 Penalty: 4472.130371
	Iteration 7Q: 3 clusters Score -927949.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -928202.500000 Penalty: 4472.130371
	Iteration 8Q: 3 clusters Score -928202.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -928372.812500 Penalty: 4472.130371
	Iteration 9Q: 3 clusters Score -928372.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -928511.312500 Penalty: 4472.130371
	Iteration 10Q: 3 clusters Score -928511.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -928625.937500 Penalty: 4472.130371
	Iteration 11Q: 3 clusters Score -928625.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -928712.750000 Penalty: 4472.130371
	Iteration 12Q: 3 clusters Score -928712.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -928763.312500 Penalty: 4472.130371
	Iteration 13Q: 3 clusters Score -928763.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -928805.625000 Penalty: 4472.130371
	Iteration 14Q: 3 clusters Score -928805.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -928841.500000 Penalty: 4472.130371
	Iteration 15Q: 3 clusters Score -928841.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -928875.687500 Penalty: 4472.130371
	Iteration 16Q: 3 clusters Score -928875.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -928902.062500 Penalty: 4472.130371
	Iteration 17Q: 3 clusters Score -928902.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -928920.562500 Penalty: 4472.130371
	Iteration 18Q: 3 clusters Score -928920.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -928933.687500 Penalty: 4472.130371
	Iteration 19Q: 3 clusters Score -928933.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -928941.750000 Penalty: 4472.130371
	Iteration 20F: 3 clusters Score -928941.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -928950.812500 Penalty: 4472.130371
	Iteration 21Q: 3 clusters Score -928950.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -928955.375000 Penalty: 4472.130371
	Iteration 22Q: 3 clusters Score -928955.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -928962.562500 Penalty: 4472.130371
	Iteration 23Q: 3 clusters Score -928962.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -928972.125000 Penalty: 4472.130371
	Iteration 24Q: 3 clusters Score -928972.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -928973.500000 Penalty: 4472.130371
	Iteration 25Q: 3 clusters Score -928973.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -928976.312500 Penalty: 4472.130371
	Iteration 26Q: 3 clusters Score -928976.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -928976.937500 Penalty: 4472.130371
	Iteration 27Q: 3 clusters Score -928976.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -928979.750000 Penalty: 4472.130371
	Iteration 28Q: 3 clusters Score -928979.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -928982.375000 Penalty: 4472.130371
	Iteration 29Q: 3 clusters Score -928982.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -928985.937500 Penalty: 4472.130371
	Iteration 30Q: 3 clusters Score -928985.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -928985.187500 Penalty: 4472.130371
	Iteration 31Q: 3 clusters Score -928985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -928985.187500 Penalty: 4472.130371
	Iteration 32Q: 3 clusters Score -928985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -928986.875000 Penalty: 4472.130371
	Iteration 33Q: 3 clusters Score -928986.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -928987.562500 Penalty: 4472.130371
	Iteration 34Q: 3 clusters Score -928987.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -928987.375000 Penalty: 4472.130371
	Iteration 35Q: 3 clusters Score -928987.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -928987.375000 Penalty: 4472.130371
	Iteration 36F: 3 clusters Score -928987.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Entering Unmasked Estep 
Score: -530204.750000 Penalty: 2086.079346
	Iteration 0F: 2 clusters Score -530204.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -526014.187500 Penalty: 4172.158691
	Iteration 0F: 3 clusters Score -526014.2 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -527037.687500 Penalty: 4172.158691
	Iteration 1F: 3 clusters Score -527037.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -527351.312500 Penalty: 4172.158691
	Iteration 2F: 3 clusters Score -527351.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -527580.312500 Penalty: 4172.158691
	Iteration 3F: 3 clusters Score -527580.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -527757.687500 Penalty: 4172.158691
	Iteration 4F: 3 clusters Score -527757.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -527902.937500 Penalty: 4172.158691
	Iteration 5Q: 3 clusters Score -527902.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -528036.187500 Penalty: 4172.158691
	Iteration 6Q: 3 clusters Score -528036.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -528168.437500 Penalty: 4172.158691
	Iteration 7Q: 3 clusters Score -528168.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -528298.625000 Penalty: 4172.158691
	Iteration 8Q: 3 clusters Score -528298.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -528444.437500 Penalty: 4172.158691
	Iteration 9Q: 3 clusters Score -528444.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -528563.312500 Penalty: 4172.158691
	Iteration 10Q: 3 clusters Score -528563.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -528657.500000 Penalty: 4172.158691
	Iteration 11Q: 3 clusters Score -528657.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -528733.562500 Penalty: 4172.158691
	Iteration 12Q: 3 clusters Score -528733.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -528797.937500 Penalty: 4172.158691
	Iteration 13Q: 3 clusters Score -528797.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -528852.250000 Penalty: 4172.158691
	Iteration 14Q: 3 clusters Score -528852.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -528891.125000 Penalty: 4172.158691
	Iteration 15Q: 3 clusters Score -528891.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -528928.187500 Penalty: 4172.158691
	Iteration 16Q: 3 clusters Score -528928.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -528953.812500 Penalty: 4172.158691
	Iteration 17Q: 3 clusters Score -528953.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -528976.875000 Penalty: 4172.158691
	Iteration 18Q: 3 clusters Score -528976.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -528991.375000 Penalty: 4172.158691
	Iteration 19Q: 3 clusters Score -528991.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -529001.125000 Penalty: 4172.158691
	Iteration 20F: 3 clusters Score -529001.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -529006.687500 Penalty: 4172.158691
	Iteration 21Q: 3 clusters Score -529006.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -529014.500000 Penalty: 4172.158691
	Iteration 22Q: 3 clusters Score -529014.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -529020.187500 Penalty: 4172.158691
	Iteration 23Q: 3 clusters Score -529020.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -529024.937500 Penalty: 4172.158691
	Iteration 24Q: 3 clusters Score -529024.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -529030.062500 Penalty: 4172.158691
	Iteration 25Q: 3 clusters Score -529030.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -529033.000000 Penalty: 4172.158691
	Iteration 26Q: 3 clusters Score -529033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -529034.312500 Penalty: 4172.158691
	Iteration 27Q: 3 clusters Score -529034.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -529038.125000 Penalty: 4172.158691
	Iteration 28Q: 3 clusters Score -529038.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -529040.875000 Penalty: 4172.158691
	Iteration 29Q: 3 clusters Score -529040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -529042.000000 Penalty: 4172.158691
	Iteration 30Q: 3 clusters Score -529042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -529042.625000 Penalty: 4172.158691
	Iteration 31Q: 3 clusters Score -529042.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -529043.312500 Penalty: 4172.158691
	Iteration 32Q: 3 clusters Score -529043.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -529046.250000 Penalty: 4172.158691
	Iteration 33Q: 3 clusters Score -529046.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -529047.000000 Penalty: 4172.158691
	Iteration 34Q: 3 clusters Score -529047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -529049.437500 Penalty: 4172.158691
	Iteration 35Q: 3 clusters Score -529049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -529049.437500 Penalty: 4172.158691
	Iteration 36Q: 3 clusters Score -529049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -529050.937500 Penalty: 4172.158691
	Iteration 37Q: 3 clusters Score -529050.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -529051.750000 Penalty: 4172.158691
	Iteration 38Q: 3 clusters Score -529051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -529051.687500 Penalty: 4172.158691
	Iteration 39Q: 3 clusters Score -529051.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -529052.375000 Penalty: 4172.158691
	Iteration 40F: 3 clusters Score -529052.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -529053.187500 Penalty: 4172.158691
	Iteration 41Q: 3 clusters Score -529053.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -529053.187500 Penalty: 4172.158691
	Iteration 42F: 3 clusters Score -529053.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -442866.593750 Penalty: 2044.594849
	Iteration 0F: 2 clusters Score -442866.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -439085.125000 Penalty: 4089.189697
	Iteration 0F: 3 clusters Score -439085.1 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -439934.500000 Penalty: 4089.189697
	Iteration 1F: 3 clusters Score -439934.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -440088.562500 Penalty: 4089.189697
	Iteration 2F: 3 clusters Score -440088.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -440202.218750 Penalty: 4089.189697
	Iteration 3Q: 3 clusters Score -440202.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -440321.312500 Penalty: 4089.189697
	Iteration 4Q: 3 clusters Score -440321.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -440433.968750 Penalty: 4089.189697
	Iteration 5Q: 3 clusters Score -440434 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -440532.281250 Penalty: 4089.189697
	Iteration 6Q: 3 clusters Score -440532.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -440650.156250 Penalty: 4089.189697
	Iteration 7Q: 3 clusters Score -440650.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -440795.031250 Penalty: 4089.189697
	Iteration 8Q: 3 clusters Score -440795 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -440962.531250 Penalty: 4089.189697
	Iteration 9Q: 3 clusters Score -440962.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -441132.718750 Penalty: 4089.189697
	Iteration 10Q: 3 clusters Score -441132.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -441290.593750 Penalty: 4089.189697
	Iteration 11Q: 3 clusters Score -441290.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -441437.625000 Penalty: 4089.189697
	Iteration 12Q: 3 clusters Score -441437.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -441550.000000 Penalty: 4089.189697
	Iteration 13Q: 3 clusters Score -441550 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -441628.468750 Penalty: 4089.189697
	Iteration 14Q: 3 clusters Score -441628.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -441683.500000 Penalty: 4089.189697
	Iteration 15Q: 3 clusters Score -441683.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -441714.750000 Penalty: 4089.189697
	Iteration 16Q: 3 clusters Score -441714.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -441738.375000 Penalty: 4089.189697
	Iteration 17Q: 3 clusters Score -441738.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -441753.031250 Penalty: 4089.189697
	Iteration 18Q: 3 clusters Score -441753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -441765.906250 Penalty: 4089.189697
	Iteration 19Q: 3 clusters Score -441765.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -441774.656250 Penalty: 4089.189697
	Iteration 20F: 3 clusters Score -441774.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -441781.531250 Penalty: 4089.189697
	Iteration 21Q: 3 clusters Score -441781.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -441789.312500 Penalty: 4089.189697
	Iteration 22Q: 3 clusters Score -441789.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -441794.812500 Penalty: 4089.189697
	Iteration 23Q: 3 clusters Score -441794.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -441796.375000 Penalty: 4089.189697
	Iteration 24Q: 3 clusters Score -441796.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -441797.312500 Penalty: 4089.189697
	Iteration 25Q: 3 clusters Score -441797.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -441797.250000 Penalty: 4089.189697
	Iteration 26Q: 3 clusters Score -441797.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -441797.968750 Penalty: 4089.189697
	Iteration 27Q: 3 clusters Score -441798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -441798.250000 Penalty: 4089.189697
	Iteration 28Q: 3 clusters Score -441798.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -441798.250000 Penalty: 4089.189697
	Iteration 29F: 3 clusters Score -441798.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Entering Unmasked Estep 
Score: -7183726.000000 Penalty: 2722.593506
	Iteration 0F: 2 clusters Score -7183726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -7144478.000000 Penalty: 5445.187012
	Iteration 0F: 3 clusters Score -7144478 nChanged 27060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -7159445.000000 Penalty: 5445.187012
	Iteration 1F: 3 clusters Score -7159445 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -7160004.000000 Penalty: 5445.187012
	Iteration 2Q: 3 clusters Score -7160004 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -7160640.000000 Penalty: 5445.187012
	Iteration 3Q: 3 clusters Score -7160640 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -7161256.500000 Penalty: 5445.187012
	Iteration 4Q: 3 clusters Score -7161256 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -7162228.500000 Penalty: 5445.187012
	Iteration 5Q: 3 clusters Score -7162228 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -7163676.000000 Penalty: 5445.187012
	Iteration 6F: 3 clusters Score -7163676 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -7166020.000000 Penalty: 5445.187012
	Iteration 7F: 3 clusters Score -7166020 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -7169358.000000 Penalty: 5445.187012
	Iteration 8F: 3 clusters Score -7169358 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -7173055.500000 Penalty: 5445.187012
	Iteration 9F: 3 clusters Score -7173056 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -7176369.500000 Penalty: 5445.187012
	Iteration 10F: 3 clusters Score -7176370 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55137 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -7178707.500000 Penalty: 5445.187012
	Iteration 11Q: 3 clusters Score -7178708 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56583 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -7179980.500000 Penalty: 5445.187012
	Iteration 12Q: 3 clusters Score -7179980 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7180593.500000 Penalty: 5445.187012
	Iteration 13Q: 3 clusters Score -7180594 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57682 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -7180890.500000 Penalty: 5445.187012
	Iteration 14Q: 3 clusters Score -7180890 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7181031.500000 Penalty: 5445.187012
	Iteration 15Q: 3 clusters Score -7181032 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7181134.000000 Penalty: 5445.187012
	Iteration 16Q: 3 clusters Score -7181134 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58037 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7181191.500000 Penalty: 5445.187012
	Iteration 17Q: 3 clusters Score -7181192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7181221.000000 Penalty: 5445.187012
	Iteration 18Q: 3 clusters Score -7181221 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7181243.000000 Penalty: 5445.187012
	Iteration 19Q: 3 clusters Score -7181243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58110 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7181263.500000 Penalty: 5445.187012
	Iteration 20F: 3 clusters Score -7181264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7181282.000000 Penalty: 5445.187012
	Iteration 21Q: 3 clusters Score -7181282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7181307.000000 Penalty: 5445.187012
	Iteration 22Q: 3 clusters Score -7181307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7181323.500000 Penalty: 5445.187012
	Iteration 23Q: 3 clusters Score -7181324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58153 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7181335.500000 Penalty: 5445.187012
	Iteration 24Q: 3 clusters Score -7181336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7181346.000000 Penalty: 5445.187012
	Iteration 25Q: 3 clusters Score -7181346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7181368.000000 Penalty: 5445.187012
	Iteration 26Q: 3 clusters Score -7181368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7181368.500000 Penalty: 5445.187012
	Iteration 27Q: 3 clusters Score -7181368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7181386.000000 Penalty: 5445.187012
	Iteration 28Q: 3 clusters Score -7181386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58193 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7181384.500000 Penalty: 5445.187012
	Iteration 29Q: 3 clusters Score -7181384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58196 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7181394.500000 Penalty: 5445.187012
	Iteration 30Q: 3 clusters Score -7181394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58199 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7181403.000000 Penalty: 5445.187012
	Iteration 31Q: 3 clusters Score -7181403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58200 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7181403.000000 Penalty: 5445.187012
	Iteration 32Q: 3 clusters Score -7181403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7181407.000000 Penalty: 5445.187012
	Iteration 33Q: 3 clusters Score -7181407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58208 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7181414.000000 Penalty: 5445.187012
	Iteration 34Q: 3 clusters Score -7181414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58211 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7181418.000000 Penalty: 5445.187012
	Iteration 35Q: 3 clusters Score -7181418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7181426.500000 Penalty: 5445.187012
	Iteration 36Q: 3 clusters Score -7181426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7181427.000000 Penalty: 5445.187012
	Iteration 37Q: 3 clusters Score -7181427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7181425.000000 Penalty: 5445.187012
	Iteration 38Q: 3 clusters Score -7181425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7181423.000000 Penalty: 5445.187012
	Iteration 39Q: 3 clusters Score -7181423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7181425.000000 Penalty: 5445.187012
	Iteration 40F: 3 clusters Score -7181425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Entering Unmasked Estep 
Score: -309205.468750 Penalty: 1949.612793
	Iteration 0F: 2 clusters Score -309205.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -306271.062500 Penalty: 3899.225586
	Iteration 0F: 3 clusters Score -306271.1 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -307145.781250 Penalty: 3899.225586
	Iteration 1F: 3 clusters Score -307145.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -307805.281250 Penalty: 3899.225586
	Iteration 2F: 3 clusters Score -307805.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -308337.281250 Penalty: 3899.225586
	Iteration 3F: 3 clusters Score -308337.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -308610.562500 Penalty: 3899.225586
	Iteration 4F: 3 clusters Score -308610.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -308725.187500 Penalty: 3899.225586
	Iteration 5Q: 3 clusters Score -308725.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -308772.000000 Penalty: 3899.225586
	Iteration 6Q: 3 clusters Score -308772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -308803.687500 Penalty: 3899.225586
	Iteration 7Q: 3 clusters Score -308803.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -308818.218750 Penalty: 3899.225586
	Iteration 8Q: 3 clusters Score -308818.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -308824.625000 Penalty: 3899.225586
	Iteration 9Q: 3 clusters Score -308824.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -308828.093750 Penalty: 3899.225586
	Iteration 10Q: 3 clusters Score -308828.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -308831.250000 Penalty: 3899.225586
	Iteration 11Q: 3 clusters Score -308831.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -308831.250000 Penalty: 3899.225586
	Iteration 12F: 3 clusters Score -308831.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (69201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69201 members 
Entering Unmasked Estep 
Score: -8340280.000000 Penalty: 2763.903076
	Iteration 0F: 2 clusters Score -8340280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -8293739.000000 Penalty: 5527.806152
	Iteration 0F: 3 clusters Score -8293739 nChanged 32429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -8312012.000000 Penalty: 5527.806152
	Iteration 1F: 3 clusters Score -8312012 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -8312514.000000 Penalty: 5527.806152
	Iteration 2Q: 3 clusters Score -8312514 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -8313036.500000 Penalty: 5527.806152
	Iteration 3Q: 3 clusters Score -8313036 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -8313497.500000 Penalty: 5527.806152
	Iteration 4Q: 3 clusters Score -8313498 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -8313894.500000 Penalty: 5527.806152
	Iteration 5Q: 3 clusters Score -8313894 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -8314294.000000 Penalty: 5527.806152
	Iteration 6Q: 3 clusters Score -8314294 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -8314688.500000 Penalty: 5527.806152
	Iteration 7Q: 3 clusters Score -8314688 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -8315055.500000 Penalty: 5527.806152
	Iteration 8Q: 3 clusters Score -8315056 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -8315592.000000 Penalty: 5527.806152
	Iteration 9Q: 3 clusters Score -8315592 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -8316207.000000 Penalty: 5527.806152
	Iteration 10Q: 3 clusters Score -8316207 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -8317246.000000 Penalty: 5527.806152
	Iteration 11Q: 3 clusters Score -8317246 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -8318661.000000 Penalty: 5527.806152
	Iteration 12Q: 3 clusters Score -8318661 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -8320713.000000 Penalty: 5527.806152
	Iteration 13Q: 3 clusters Score -8320713 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -8323125.500000 Penalty: 5527.806152
	Iteration 14F: 3 clusters Score -8323126 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -8324951.000000 Penalty: 5527.806152
	Iteration 15Q: 3 clusters Score -8324951 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -8325811.000000 Penalty: 5527.806152
	Iteration 16Q: 3 clusters Score -8325811 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -8326216.000000 Penalty: 5527.806152
	Iteration 17Q: 3 clusters Score -8326216 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -8326451.000000 Penalty: 5527.806152
	Iteration 18Q: 3 clusters Score -8326451 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -8326657.500000 Penalty: 5527.806152
	Iteration 19Q: 3 clusters Score -8326658 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -8326824.500000 Penalty: 5527.806152
	Iteration 20F: 3 clusters Score -8326824 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -8327012.500000 Penalty: 5527.806152
	Iteration 21Q: 3 clusters Score -8327012 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -8327273.500000 Penalty: 5527.806152
	Iteration 22Q: 3 clusters Score -8327274 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -8327537.000000 Penalty: 5527.806152
	Iteration 23Q: 3 clusters Score -8327537 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -8327805.000000 Penalty: 5527.806152
	Iteration 24Q: 3 clusters Score -8327805 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -8328219.500000 Penalty: 5527.806152
	Iteration 25Q: 3 clusters Score -8328220 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -8328697.500000 Penalty: 5527.806152
	Iteration 26Q: 3 clusters Score -8328698 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -8329259.500000 Penalty: 5527.806152
	Iteration 27Q: 3 clusters Score -8329260 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -8329875.000000 Penalty: 5527.806152
	Iteration 28Q: 3 clusters Score -8329875 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54311 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -8330567.000000 Penalty: 5527.806152
	Iteration 29Q: 3 clusters Score -8330567 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55642 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -8331337.000000 Penalty: 5527.806152
	Iteration 30Q: 3 clusters Score -8331337 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56913 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -8332240.000000 Penalty: 5527.806152
	Iteration 31Q: 3 clusters Score -8332240 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -8333033.500000 Penalty: 5527.806152
	Iteration 32Q: 3 clusters Score -8333034 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -8333799.500000 Penalty: 5527.806152
	Iteration 33Q: 3 clusters Score -8333800 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60215 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -8334488.500000 Penalty: 5527.806152
	Iteration 34Q: 3 clusters Score -8334488 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61114 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -8335063.500000 Penalty: 5527.806152
	Iteration 35Q: 3 clusters Score -8335064 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -8335518.500000 Penalty: 5527.806152
	Iteration 36Q: 3 clusters Score -8335518 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -8335925.500000 Penalty: 5527.806152
	Iteration 37Q: 3 clusters Score -8335926 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63173 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -8336252.500000 Penalty: 5527.806152
	Iteration 38Q: 3 clusters Score -8336252 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63699 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -8336495.500000 Penalty: 5527.806152
	Iteration 39Q: 3 clusters Score -8336496 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -8336769.500000 Penalty: 5527.806152
	Iteration 40F: 3 clusters Score -8336770 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64581 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -8336948.000000 Penalty: 5527.806152
	Iteration 41Q: 3 clusters Score -8336948 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64946 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -8337147.500000 Penalty: 5527.806152
	Iteration 42Q: 3 clusters Score -8337148 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65245 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -8337273.000000 Penalty: 5527.806152
	Iteration 43Q: 3 clusters Score -8337273 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -8337379.500000 Penalty: 5527.806152
	Iteration 44Q: 3 clusters Score -8337380 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65736 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -8337463.000000 Penalty: 5527.806152
	Iteration 45Q: 3 clusters Score -8337463 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65931 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -8337540.000000 Penalty: 5527.806152
	Iteration 46Q: 3 clusters Score -8337540 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -8337593.500000 Penalty: 5527.806152
	Iteration 47Q: 3 clusters Score -8337594 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -8337638.500000 Penalty: 5527.806152
	Iteration 48Q: 3 clusters Score -8337638 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66427 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -8337701.000000 Penalty: 5527.806152
	Iteration 49Q: 3 clusters Score -8337701 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66534 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -8337737.500000 Penalty: 5527.806152
	Iteration 50Q: 3 clusters Score -8337738 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66643 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -8337752.000000 Penalty: 5527.806152
	Iteration 51Q: 3 clusters Score -8337752 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -8337785.000000 Penalty: 5527.806152
	Iteration 52Q: 3 clusters Score -8337785 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -8337780.000000 Penalty: 5527.806152
	Iteration 53Q: 3 clusters Score -8337780 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66841 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8337810.500000 Penalty: 5527.806152
	Iteration 54Q: 3 clusters Score -8337810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -8337826.500000 Penalty: 5527.806152
	Iteration 55Q: 3 clusters Score -8337826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66921 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -8337830.000000 Penalty: 5527.806152
	Iteration 56Q: 3 clusters Score -8337830 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66961 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -8337844.500000 Penalty: 5527.806152
	Iteration 57Q: 3 clusters Score -8337844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66988 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -8337841.000000 Penalty: 5527.806152
	Iteration 58Q: 3 clusters Score -8337841 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67017 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -8337860.500000 Penalty: 5527.806152
	Iteration 59Q: 3 clusters Score -8337860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67047 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -8337863.500000 Penalty: 5527.806152
	Iteration 60F: 3 clusters Score -8337864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8337874.000000 Penalty: 5527.806152
	Iteration 61Q: 3 clusters Score -8337874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67098 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8337871.500000 Penalty: 5527.806152
	Iteration 62Q: 3 clusters Score -8337872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67121 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8337874.500000 Penalty: 5527.806152
	Iteration 63Q: 3 clusters Score -8337874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8337878.500000 Penalty: 5527.806152
	Iteration 64Q: 3 clusters Score -8337878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67175 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -8337882.000000 Penalty: 5527.806152
	Iteration 65Q: 3 clusters Score -8337882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -8337887.000000 Penalty: 5527.806152
	Iteration 66Q: 3 clusters Score -8337887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67208 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8337899.000000 Penalty: 5527.806152
	Iteration 67Q: 3 clusters Score -8337899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -8337891.500000 Penalty: 5527.806152
	Iteration 68Q: 3 clusters Score -8337892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67241 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8337890.500000 Penalty: 5527.806152
	Iteration 69Q: 3 clusters Score -8337890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67254 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8337906.500000 Penalty: 5527.806152
	Iteration 70Q: 3 clusters Score -8337906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8337913.500000 Penalty: 5527.806152
	Iteration 71Q: 3 clusters Score -8337914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67268 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8337900.000000 Penalty: 5527.806152
	Iteration 72Q: 3 clusters Score -8337900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67273 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8337903.500000 Penalty: 5527.806152
	Iteration 73Q: 3 clusters Score -8337904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67282 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8337914.000000 Penalty: 5527.806152
	Iteration 74Q: 3 clusters Score -8337914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67291 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -8337910.000000 Penalty: 5527.806152
	Iteration 75Q: 3 clusters Score -8337910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67299 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8337921.000000 Penalty: 5527.806152
	Iteration 76Q: 3 clusters Score -8337921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67305 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -8337911.500000 Penalty: 5527.806152
	Iteration 77Q: 3 clusters Score -8337912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67312 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -8337914.500000 Penalty: 5527.806152
	Iteration 78Q: 3 clusters Score -8337914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67321 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8337919.000000 Penalty: 5527.806152
	Iteration 79Q: 3 clusters Score -8337919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67329 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -8337908.500000 Penalty: 5527.806152
	Iteration 80F: 3 clusters Score -8337908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67337 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8337918.500000 Penalty: 5527.806152
	Iteration 81Q: 3 clusters Score -8337918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67344 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8337925.000000 Penalty: 5527.806152
	Iteration 82Q: 3 clusters Score -8337925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -8337931.000000 Penalty: 5527.806152
	Iteration 83Q: 3 clusters Score -8337931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67361 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -8337938.000000 Penalty: 5527.806152
	Iteration 84Q: 3 clusters Score -8337938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67379 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8337939.000000 Penalty: 5527.806152
	Iteration 85Q: 3 clusters Score -8337939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67394 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8337958.500000 Penalty: 5527.806152
	Iteration 86Q: 3 clusters Score -8337958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67410 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8337950.000000 Penalty: 5527.806152
	Iteration 87Q: 3 clusters Score -8337950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67420 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8337942.500000 Penalty: 5527.806152
	Iteration 88Q: 3 clusters Score -8337942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -8337939.000000 Penalty: 5527.806152
	Iteration 89Q: 3 clusters Score -8337939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67444 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8337944.000000 Penalty: 5527.806152
	Iteration 90Q: 3 clusters Score -8337944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8337948.500000 Penalty: 5527.806152
	Iteration 91Q: 3 clusters Score -8337948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67465 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -8337952.500000 Penalty: 5527.806152
	Iteration 92Q: 3 clusters Score -8337952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67477 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8337962.500000 Penalty: 5527.806152
	Iteration 93Q: 3 clusters Score -8337962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67486 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8337962.000000 Penalty: 5527.806152
	Iteration 94Q: 3 clusters Score -8337962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -8337957.500000 Penalty: 5527.806152
	Iteration 95Q: 3 clusters Score -8337958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67499 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8337961.000000 Penalty: 5527.806152
	Iteration 96Q: 3 clusters Score -8337961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67504 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8337968.500000 Penalty: 5527.806152
	Iteration 97Q: 3 clusters Score -8337968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67509 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8337969.500000 Penalty: 5527.806152
	Iteration 98Q: 3 clusters Score -8337970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67514 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8337978.000000 Penalty: 5527.806152
	Iteration 99Q: 3 clusters Score -8337978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67521 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8337982.000000 Penalty: 5527.806152
	Iteration 100F: 3 clusters Score -8337982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67525 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8337969.000000 Penalty: 5527.806152
	Iteration 101Q: 3 clusters Score -8337969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67531 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8337973.000000 Penalty: 5527.806152
	Iteration 102Q: 3 clusters Score -8337973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67532 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -8337972.000000 Penalty: 5527.806152
	Iteration 103Q: 3 clusters Score -8337972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67531 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8337973.500000 Penalty: 5527.806152
	Iteration 104Q: 3 clusters Score -8337974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67530 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -8337974.500000 Penalty: 5527.806152
	Iteration 105Q: 3 clusters Score -8337974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67530 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -8337974.500000 Penalty: 5527.806152
	Iteration 106F: 3 clusters Score -8337974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Entering Unmasked Estep 
Score: -1429661.250000 Penalty: 2331.130615
	Iteration 0F: 2 clusters Score -1429661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1420677.750000 Penalty: 4662.261230
	Iteration 0F: 3 clusters Score -1420678 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1423577.000000 Penalty: 4662.261230
	Iteration 1F: 3 clusters Score -1423577 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1424179.500000 Penalty: 4662.261230
	Iteration 2F: 3 clusters Score -1424180 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1424805.875000 Penalty: 4662.261230
	Iteration 3F: 3 clusters Score -1424806 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1425485.000000 Penalty: 4662.261230
	Iteration 4F: 3 clusters Score -1425485 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1426160.500000 Penalty: 4662.261230
	Iteration 5F: 3 clusters Score -1426160 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1426779.500000 Penalty: 4662.261230
	Iteration 6F: 3 clusters Score -1426780 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1427185.750000 Penalty: 4662.261230
	Iteration 7F: 3 clusters Score -1427186 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1427418.875000 Penalty: 4662.261230
	Iteration 8Q: 3 clusters Score -1427419 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1427544.625000 Penalty: 4662.261230
	Iteration 9Q: 3 clusters Score -1427545 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1427654.125000 Penalty: 4662.261230
	Iteration 10Q: 3 clusters Score -1427654 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1427746.750000 Penalty: 4662.261230
	Iteration 11Q: 3 clusters Score -1427747 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1427829.375000 Penalty: 4662.261230
	Iteration 12Q: 3 clusters Score -1427829 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1427922.125000 Penalty: 4662.261230
	Iteration 13Q: 3 clusters Score -1427922 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1428039.375000 Penalty: 4662.261230
	Iteration 14Q: 3 clusters Score -1428039 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1428189.000000 Penalty: 4662.261230
	Iteration 15Q: 3 clusters Score -1428189 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1428360.500000 Penalty: 4662.261230
	Iteration 16Q: 3 clusters Score -1428360 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1428524.625000 Penalty: 4662.261230
	Iteration 17Q: 3 clusters Score -1428525 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1428696.750000 Penalty: 4662.261230
	Iteration 18Q: 3 clusters Score -1428697 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1428901.250000 Penalty: 4662.261230
	Iteration 19Q: 3 clusters Score -1428901 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1429137.750000 Penalty: 4662.261230
	Iteration 20F: 3 clusters Score -1429138 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1429367.125000 Penalty: 4662.261230
	Iteration 21Q: 3 clusters Score -1429367 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1429492.000000 Penalty: 4662.261230
	Iteration 22Q: 3 clusters Score -1429492 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1429565.625000 Penalty: 4662.261230
	Iteration 23Q: 3 clusters Score -1429566 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1429615.125000 Penalty: 4662.261230
	Iteration 24Q: 3 clusters Score -1429615 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1429661.375000 Penalty: 4662.261230
	Iteration 25Q: 3 clusters Score -1429661 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1429688.000000 Penalty: 4662.261230
	Iteration 26Q: 3 clusters Score -1429688 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1429717.000000 Penalty: 4662.261230
	Iteration 27Q: 3 clusters Score -1429717 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1429733.500000 Penalty: 4662.261230
	Iteration 28Q: 3 clusters Score -1429734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1429758.250000 Penalty: 4662.261230
	Iteration 29Q: 3 clusters Score -1429758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1429778.250000 Penalty: 4662.261230
	Iteration 30Q: 3 clusters Score -1429778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1429785.000000 Penalty: 4662.261230
	Iteration 31Q: 3 clusters Score -1429785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1429786.500000 Penalty: 4662.261230
	Iteration 32Q: 3 clusters Score -1429786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1429791.750000 Penalty: 4662.261230
	Iteration 33Q: 3 clusters Score -1429792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1429789.750000 Penalty: 4662.261230
	Iteration 34Q: 3 clusters Score -1429790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1429799.000000 Penalty: 4662.261230
	Iteration 35Q: 3 clusters Score -1429799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1429799.000000 Penalty: 4662.261230
	Iteration 36Q: 3 clusters Score -1429799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1429801.750000 Penalty: 4662.261230
	Iteration 37Q: 3 clusters Score -1429802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1429801.250000 Penalty: 4662.261230
	Iteration 38Q: 3 clusters Score -1429801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1429805.125000 Penalty: 4662.261230
	Iteration 39Q: 3 clusters Score -1429805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1429805.250000 Penalty: 4662.261230
	Iteration 40F: 3 clusters Score -1429805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1429804.500000 Penalty: 4662.261230
	Iteration 41Q: 3 clusters Score -1429804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1429804.500000 Penalty: 4662.261230
	Iteration 42F: 3 clusters Score -1429804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262523 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60864 members 
Mstep: Class 4 contains 17664 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182333 members 
Mstep: Class 7 contains 25566 members 
Mstep: Class 8 contains 8237 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58583 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69201 members 
Mstep: Class 14 contains 7106 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65504 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250152 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8171 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 35074 members 
Mstep: Class 26 contains 10165 members 
Mstep: Class 27 contains 11884 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38135 members 
Mstep: Class 30 contains 13083 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27564 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25220 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8624 members 
Mstep: Class 41 contains 4979 members 
Entering Unmasked Estep 
Score: -148076160.000000 Penalty: 142708.921875
Splitting cluster 14 changes total score from -148077664.000000 to -148076160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (9031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Entering Unmasked Estep 
Score: -1075285.875000 Penalty: 2258.887695
	Iteration 0F: 2 clusters Score -1075286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1068316.000000 Penalty: 4517.775391
	Iteration 0F: 3 clusters Score -1068316 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1070186.250000 Penalty: 4517.775391
	Iteration 1F: 3 clusters Score -1070186 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1070386.250000 Penalty: 4517.775391
	Iteration 2F: 3 clusters Score -1070386 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1070533.375000 Penalty: 4517.775391
	Iteration 3Q: 3 clusters Score -1070533 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1070667.625000 Penalty: 4517.775391
	Iteration 4Q: 3 clusters Score -1070668 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1070813.500000 Penalty: 4517.775391
	Iteration 5Q: 3 clusters Score -1070814 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1071005.250000 Penalty: 4517.775391
	Iteration 6Q: 3 clusters Score -1071005 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1071235.375000 Penalty: 4517.775391
	Iteration 7Q: 3 clusters Score -1071235 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1071531.500000 Penalty: 4517.775391
	Iteration 8Q: 3 clusters Score -1071532 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1071911.875000 Penalty: 4517.775391
	Iteration 9F: 3 clusters Score -1071912 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1072336.000000 Penalty: 4517.775391
	Iteration 10F: 3 clusters Score -1072336 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1072720.750000 Penalty: 4517.775391
	Iteration 11Q: 3 clusters Score -1072721 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1072985.375000 Penalty: 4517.775391
	Iteration 12Q: 3 clusters Score -1072985 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1073166.125000 Penalty: 4517.775391
	Iteration 13Q: 3 clusters Score -1073166 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1073260.375000 Penalty: 4517.775391
	Iteration 14Q: 3 clusters Score -1073260 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1073313.250000 Penalty: 4517.775391
	Iteration 15Q: 3 clusters Score -1073313 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1073347.000000 Penalty: 4517.775391
	Iteration 16Q: 3 clusters Score -1073347 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1073375.375000 Penalty: 4517.775391
	Iteration 17Q: 3 clusters Score -1073375 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1073398.250000 Penalty: 4517.775391
	Iteration 18Q: 3 clusters Score -1073398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1073415.125000 Penalty: 4517.775391
	Iteration 19Q: 3 clusters Score -1073415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1073429.625000 Penalty: 4517.775391
	Iteration 20F: 3 clusters Score -1073430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1073437.125000 Penalty: 4517.775391
	Iteration 21Q: 3 clusters Score -1073437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1073446.000000 Penalty: 4517.775391
	Iteration 22Q: 3 clusters Score -1073446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1073452.875000 Penalty: 4517.775391
	Iteration 23Q: 3 clusters Score -1073453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1073461.000000 Penalty: 4517.775391
	Iteration 24Q: 3 clusters Score -1073461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1073464.250000 Penalty: 4517.775391
	Iteration 25Q: 3 clusters Score -1073464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1073468.500000 Penalty: 4517.775391
	Iteration 26Q: 3 clusters Score -1073468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1073476.250000 Penalty: 4517.775391
	Iteration 27Q: 3 clusters Score -1073476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1073478.125000 Penalty: 4517.775391
	Iteration 28Q: 3 clusters Score -1073478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1073486.250000 Penalty: 4517.775391
	Iteration 29Q: 3 clusters Score -1073486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1073489.625000 Penalty: 4517.775391
	Iteration 30Q: 3 clusters Score -1073490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1073492.875000 Penalty: 4517.775391
	Iteration 31Q: 3 clusters Score -1073493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1073494.500000 Penalty: 4517.775391
	Iteration 32Q: 3 clusters Score -1073494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1073494.000000 Penalty: 4517.775391
	Iteration 33Q: 3 clusters Score -1073494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1073494.000000 Penalty: 4517.775391
	Iteration 34F: 3 clusters Score -1073494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65504 members 
Entering Unmasked Estep 
Score: -8066449.000000 Penalty: 2750.286865
	Iteration 0F: 2 clusters Score -8066449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -8022420.000000 Penalty: 5500.573730
	Iteration 0F: 3 clusters Score -8022420 nChanged 30650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -8039327.000000 Penalty: 5500.573730
	Iteration 1F: 3 clusters Score -8039327 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -8039805.000000 Penalty: 5500.573730
	Iteration 2Q: 3 clusters Score -8039805 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -8040314.000000 Penalty: 5500.573730
	Iteration 3Q: 3 clusters Score -8040314 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -8040864.500000 Penalty: 5500.573730
	Iteration 4Q: 3 clusters Score -8040864 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -8041844.000000 Penalty: 5500.573730
	Iteration 5Q: 3 clusters Score -8041844 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -8043258.000000 Penalty: 5500.573730
	Iteration 6Q: 3 clusters Score -8043258 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -8045748.500000 Penalty: 5500.573730
	Iteration 7F: 3 clusters Score -8045748 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -8049615.000000 Penalty: 5500.573730
	Iteration 8F: 3 clusters Score -8049615 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -8054727.000000 Penalty: 5500.573730
	Iteration 9F: 3 clusters Score -8054727 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -8059008.000000 Penalty: 5500.573730
	Iteration 10F: 3 clusters Score -8059008 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -8061533.500000 Penalty: 5500.573730
	Iteration 11Q: 3 clusters Score -8061534 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63387 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -8062804.000000 Penalty: 5500.573730
	Iteration 12Q: 3 clusters Score -8062804 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64104 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8063400.500000 Penalty: 5500.573730
	Iteration 13Q: 3 clusters Score -8063400 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8063679.500000 Penalty: 5500.573730
	Iteration 14Q: 3 clusters Score -8063680 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64662 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8063874.500000 Penalty: 5500.573730
	Iteration 15Q: 3 clusters Score -8063874 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64756 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8063963.000000 Penalty: 5500.573730
	Iteration 16Q: 3 clusters Score -8063963 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64807 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8064029.500000 Penalty: 5500.573730
	Iteration 17Q: 3 clusters Score -8064030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64851 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8064058.000000 Penalty: 5500.573730
	Iteration 18Q: 3 clusters Score -8064058 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8064096.000000 Penalty: 5500.573730
	Iteration 19Q: 3 clusters Score -8064096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8064131.500000 Penalty: 5500.573730
	Iteration 20F: 3 clusters Score -8064132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64917 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8064149.000000 Penalty: 5500.573730
	Iteration 21Q: 3 clusters Score -8064149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8064163.000000 Penalty: 5500.573730
	Iteration 22Q: 3 clusters Score -8064163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64937 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8064179.000000 Penalty: 5500.573730
	Iteration 23Q: 3 clusters Score -8064179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64941 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8064202.000000 Penalty: 5500.573730
	Iteration 24Q: 3 clusters Score -8064202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64949 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8064204.500000 Penalty: 5500.573730
	Iteration 25Q: 3 clusters Score -8064204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8064209.000000 Penalty: 5500.573730
	Iteration 26Q: 3 clusters Score -8064209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64954 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8064212.000000 Penalty: 5500.573730
	Iteration 27Q: 3 clusters Score -8064212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8064226.000000 Penalty: 5500.573730
	Iteration 28Q: 3 clusters Score -8064226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8064220.500000 Penalty: 5500.573730
	Iteration 29Q: 3 clusters Score -8064220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64960 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8064229.000000 Penalty: 5500.573730
	Iteration 30Q: 3 clusters Score -8064229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8064228.000000 Penalty: 5500.573730
	Iteration 31Q: 3 clusters Score -8064228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8064228.000000 Penalty: 5500.573730
	Iteration 32Q: 3 clusters Score -8064228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64961 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8064228.000000 Penalty: 5500.573730
	Iteration 33F: 3 clusters Score -8064228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -72788.687500 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -72788.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -71192.273438 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -71192.27 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -71634.835938 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -71634.84 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -71923.562500 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -71923.56 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72057.539062 Penalty: 3260.545166
	Iteration 3F: 3 clusters Score -72057.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72141.234375 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -72141.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72190.968750 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -72190.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72220.265625 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -72220.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -72249.742188 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -72249.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72275.750000 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -72275.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -72285.375000 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -72285.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72287.015625 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -72287.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72292.578125 Penalty: 3260.545166
	Iteration 11Q: 3 clusters Score -72292.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72311.289062 Penalty: 3260.545166
	Iteration 12Q: 3 clusters Score -72311.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72338.679688 Penalty: 3260.545166
	Iteration 13Q: 3 clusters Score -72338.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -72371.156250 Penalty: 3260.545166
	Iteration 14Q: 3 clusters Score -72371.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -72398.671875 Penalty: 3260.545166
	Iteration 15Q: 3 clusters Score -72398.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -72429.953125 Penalty: 3260.545166
	Iteration 16Q: 3 clusters Score -72429.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -72441.125000 Penalty: 3260.545166
	Iteration 17Q: 3 clusters Score -72441.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72447.632812 Penalty: 3260.545166
	Iteration 18Q: 3 clusters Score -72447.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72454.656250 Penalty: 3260.545166
	Iteration 19Q: 3 clusters Score -72454.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -72456.500000 Penalty: 3260.545166
	Iteration 20F: 3 clusters Score -72456.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72457.914062 Penalty: 3260.545166
	Iteration 21Q: 3 clusters Score -72457.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72457.914062 Penalty: 3260.545166
	Iteration 22F: 3 clusters Score -72457.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (250152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250152 members 
Entering Unmasked Estep 
Score: -30674330.000000 Penalty: 3082.596436
	Iteration 0F: 2 clusters Score -3.067433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124783 members 
Mstep: Class 2 contains 125369 members 
Entering Unmasked Estep 
Score: -30515868.000000 Penalty: 6165.192871
	Iteration 0F: 3 clusters Score -3.051587e+07 nChanged 120811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119800 members 
Mstep: Class 2 contains 130352 members 
Entering Unmasked Estep 
Score: -30587394.000000 Penalty: 6165.192871
	Iteration 1F: 3 clusters Score -3.058739e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116310 members 
Mstep: Class 2 contains 133842 members 
Entering Unmasked Estep 
Score: -30589290.000000 Penalty: 6165.192871
	Iteration 2Q: 3 clusters Score -3.058929e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110898 members 
Mstep: Class 2 contains 139254 members 
Entering Unmasked Estep 
Score: -30592378.000000 Penalty: 6165.192871
	Iteration 3Q: 3 clusters Score -3.059238e+07 nChanged 11071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102767 members 
Mstep: Class 2 contains 147385 members 
Entering Unmasked Estep 
Score: -30597298.000000 Penalty: 6165.192871
	Iteration 4Q: 3 clusters Score -3.05973e+07 nChanged 14354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90879 members 
Mstep: Class 2 contains 159273 members 
Entering Unmasked Estep 
Score: -30605622.000000 Penalty: 6165.192871
	Iteration 5F: 3 clusters Score -3.060562e+07 nChanged 17736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75299 members 
Mstep: Class 2 contains 174853 members 
Entering Unmasked Estep 
Score: -30618512.000000 Penalty: 6165.192871
	Iteration 6F: 3 clusters Score -3.061851e+07 nChanged 19093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 192234 members 
Entering Unmasked Estep 
Score: -30633742.000000 Penalty: 6165.192871
	Iteration 7F: 3 clusters Score -3.063374e+07 nChanged 16642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 207190 members 
Entering Unmasked Estep 
Score: -30646730.000000 Penalty: 6165.192871
	Iteration 8F: 3 clusters Score -3.064673e+07 nChanged 11870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 217208 members 
Entering Unmasked Estep 
Score: -30655930.000000 Penalty: 6165.192871
	Iteration 9Q: 3 clusters Score -3.065593e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 223213 members 
Entering Unmasked Estep 
Score: -30660906.000000 Penalty: 6165.192871
	Iteration 10Q: 3 clusters Score -3.066091e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 227002 members 
Entering Unmasked Estep 
Score: -30663810.000000 Penalty: 6165.192871
	Iteration 11Q: 3 clusters Score -3.066381e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 229851 members 
Entering Unmasked Estep 
Score: -30665482.000000 Penalty: 6165.192871
	Iteration 12Q: 3 clusters Score -3.066548e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 232240 members 
Entering Unmasked Estep 
Score: -30666924.000000 Penalty: 6165.192871
	Iteration 13Q: 3 clusters Score -3.066692e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 234331 members 
Entering Unmasked Estep 
Score: -30668078.000000 Penalty: 6165.192871
	Iteration 14Q: 3 clusters Score -3.066808e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 236081 members 
Entering Unmasked Estep 
Score: -30668874.000000 Penalty: 6165.192871
	Iteration 15Q: 3 clusters Score -3.066887e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 237602 members 
Entering Unmasked Estep 
Score: -30669480.000000 Penalty: 6165.192871
	Iteration 16Q: 3 clusters Score -3.066948e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 238904 members 
Entering Unmasked Estep 
Score: -30669870.000000 Penalty: 6165.192871
	Iteration 17Q: 3 clusters Score -3.066987e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 240096 members 
Entering Unmasked Estep 
Score: -30670286.000000 Penalty: 6165.192871
	Iteration 18Q: 3 clusters Score -3.067029e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 241126 members 
Entering Unmasked Estep 
Score: -30670584.000000 Penalty: 6165.192871
	Iteration 19Q: 3 clusters Score -3.067058e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 241988 members 
Entering Unmasked Estep 
Score: -30670928.000000 Penalty: 6165.192871
	Iteration 20F: 3 clusters Score -3.067093e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 242698 members 
Entering Unmasked Estep 
Score: -30671184.000000 Penalty: 6165.192871
	Iteration 21Q: 3 clusters Score -3.067118e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 243311 members 
Entering Unmasked Estep 
Score: -30671414.000000 Penalty: 6165.192871
	Iteration 22Q: 3 clusters Score -3.067141e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 243851 members 
Entering Unmasked Estep 
Score: -30671476.000000 Penalty: 6165.192871
	Iteration 23Q: 3 clusters Score -3.067148e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 244315 members 
Entering Unmasked Estep 
Score: -30671680.000000 Penalty: 6165.192871
	Iteration 24Q: 3 clusters Score -3.067168e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 244753 members 
Entering Unmasked Estep 
Score: -30671764.000000 Penalty: 6165.192871
	Iteration 25Q: 3 clusters Score -3.067176e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 245113 members 
Entering Unmasked Estep 
Score: -30671950.000000 Penalty: 6165.192871
	Iteration 26Q: 3 clusters Score -3.067195e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 245426 members 
Entering Unmasked Estep 
Score: -30671950.000000 Penalty: 6165.192871
	Iteration 27Q: 3 clusters Score -3.067195e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 245711 members 
Entering Unmasked Estep 
Score: -30671986.000000 Penalty: 6165.192871
	Iteration 28Q: 3 clusters Score -3.067199e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 245961 members 
Entering Unmasked Estep 
Score: -30672010.000000 Penalty: 6165.192871
	Iteration 29Q: 3 clusters Score -3.067201e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 246186 members 
Entering Unmasked Estep 
Score: -30672028.000000 Penalty: 6165.192871
	Iteration 30Q: 3 clusters Score -3.067203e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 246399 members 
Entering Unmasked Estep 
Score: -30672076.000000 Penalty: 6165.192871
	Iteration 31Q: 3 clusters Score -3.067208e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 246576 members 
Entering Unmasked Estep 
Score: -30672090.000000 Penalty: 6165.192871
	Iteration 32Q: 3 clusters Score -3.067209e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 246731 members 
Entering Unmasked Estep 
Score: -30672174.000000 Penalty: 6165.192871
	Iteration 33Q: 3 clusters Score -3.067217e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 246874 members 
Entering Unmasked Estep 
Score: -30672276.000000 Penalty: 6165.192871
	Iteration 34Q: 3 clusters Score -3.067228e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 247007 members 
Entering Unmasked Estep 
Score: -30672290.000000 Penalty: 6165.192871
	Iteration 35Q: 3 clusters Score -3.067229e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 247136 members 
Entering Unmasked Estep 
Score: -30672326.000000 Penalty: 6165.192871
	Iteration 36Q: 3 clusters Score -3.067233e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 247234 members 
Entering Unmasked Estep 
Score: -30672360.000000 Penalty: 6165.192871
	Iteration 37Q: 3 clusters Score -3.067236e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 247338 members 
Entering Unmasked Estep 
Score: -30672372.000000 Penalty: 6165.192871
	Iteration 38Q: 3 clusters Score -3.067237e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 247432 members 
Entering Unmasked Estep 
Score: -30672392.000000 Penalty: 6165.192871
	Iteration 39Q: 3 clusters Score -3.067239e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 247504 members 
Entering Unmasked Estep 
Score: -30672428.000000 Penalty: 6165.192871
	Iteration 40F: 3 clusters Score -3.067243e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 247559 members 
Entering Unmasked Estep 
Score: -30672422.000000 Penalty: 6165.192871
	Iteration 41Q: 3 clusters Score -3.067242e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 247617 members 
Entering Unmasked Estep 
Score: -30672488.000000 Penalty: 6165.192871
	Iteration 42Q: 3 clusters Score -3.067249e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 247667 members 
Entering Unmasked Estep 
Score: -30672472.000000 Penalty: 6165.192871
	Iteration 43Q: 3 clusters Score -3.067247e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 247704 members 
Entering Unmasked Estep 
Score: -30672500.000000 Penalty: 6165.192871
	Iteration 44Q: 3 clusters Score -3.06725e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 247735 members 
Entering Unmasked Estep 
Score: -30672520.000000 Penalty: 6165.192871
	Iteration 45Q: 3 clusters Score -3.067252e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 247760 members 
Entering Unmasked Estep 
Score: -30672498.000000 Penalty: 6165.192871
	Iteration 46Q: 3 clusters Score -3.06725e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 247781 members 
Entering Unmasked Estep 
Score: -30672494.000000 Penalty: 6165.192871
	Iteration 47Q: 3 clusters Score -3.067249e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 247799 members 
Entering Unmasked Estep 
Score: -30672492.000000 Penalty: 6165.192871
	Iteration 48Q: 3 clusters Score -3.067249e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 247815 members 
Entering Unmasked Estep 
Score: -30672500.000000 Penalty: 6165.192871
	Iteration 49Q: 3 clusters Score -3.06725e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 247830 members 
Entering Unmasked Estep 
Score: -30672538.000000 Penalty: 6165.192871
	Iteration 50Q: 3 clusters Score -3.067254e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 247846 members 
Entering Unmasked Estep 
Score: -30672546.000000 Penalty: 6165.192871
	Iteration 51Q: 3 clusters Score -3.067255e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 247861 members 
Entering Unmasked Estep 
Score: -30672562.000000 Penalty: 6165.192871
	Iteration 52Q: 3 clusters Score -3.067256e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 247872 members 
Entering Unmasked Estep 
Score: -30672570.000000 Penalty: 6165.192871
	Iteration 53Q: 3 clusters Score -3.067257e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 247884 members 
Entering Unmasked Estep 
Score: -30672556.000000 Penalty: 6165.192871
	Iteration 54Q: 3 clusters Score -3.067256e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 247892 members 
Entering Unmasked Estep 
Score: -30672590.000000 Penalty: 6165.192871
	Iteration 55Q: 3 clusters Score -3.067259e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 247905 members 
Entering Unmasked Estep 
Score: -30672572.000000 Penalty: 6165.192871
	Iteration 56Q: 3 clusters Score -3.067257e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 247909 members 
Entering Unmasked Estep 
Score: -30672574.000000 Penalty: 6165.192871
	Iteration 57Q: 3 clusters Score -3.067257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 247913 members 
Entering Unmasked Estep 
Score: -30672554.000000 Penalty: 6165.192871
	Iteration 58Q: 3 clusters Score -3.067255e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 247923 members 
Entering Unmasked Estep 
Score: -30672572.000000 Penalty: 6165.192871
	Iteration 59Q: 3 clusters Score -3.067257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 247927 members 
Entering Unmasked Estep 
Score: -30672584.000000 Penalty: 6165.192871
	Iteration 60F: 3 clusters Score -3.067258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 247939 members 
Entering Unmasked Estep 
Score: -30672598.000000 Penalty: 6165.192871
	Iteration 61Q: 3 clusters Score -3.06726e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 247941 members 
Entering Unmasked Estep 
Score: -30672608.000000 Penalty: 6165.192871
	Iteration 62Q: 3 clusters Score -3.067261e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 247947 members 
Entering Unmasked Estep 
Score: -30672626.000000 Penalty: 6165.192871
	Iteration 63Q: 3 clusters Score -3.067263e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 247945 members 
Entering Unmasked Estep 
Score: -30672632.000000 Penalty: 6165.192871
	Iteration 64Q: 3 clusters Score -3.067263e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 247942 members 
Entering Unmasked Estep 
Score: -30672598.000000 Penalty: 6165.192871
	Iteration 65Q: 3 clusters Score -3.06726e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 247944 members 
Entering Unmasked Estep 
Score: -30672590.000000 Penalty: 6165.192871
	Iteration 66Q: 3 clusters Score -3.067259e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 247952 members 
Entering Unmasked Estep 
Score: -30672602.000000 Penalty: 6165.192871
	Iteration 67Q: 3 clusters Score -3.06726e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 247963 members 
Entering Unmasked Estep 
Score: -30672602.000000 Penalty: 6165.192871
	Iteration 68Q: 3 clusters Score -3.06726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 247970 members 
Entering Unmasked Estep 
Score: -30672608.000000 Penalty: 6165.192871
	Iteration 69Q: 3 clusters Score -3.067261e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 247977 members 
Entering Unmasked Estep 
Score: -30672638.000000 Penalty: 6165.192871
	Iteration 70Q: 3 clusters Score -3.067264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 247983 members 
Entering Unmasked Estep 
Score: -30672644.000000 Penalty: 6165.192871
	Iteration 71Q: 3 clusters Score -3.067264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 247990 members 
Entering Unmasked Estep 
Score: -30672640.000000 Penalty: 6165.192871
	Iteration 72Q: 3 clusters Score -3.067264e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 247998 members 
Entering Unmasked Estep 
Score: -30672638.000000 Penalty: 6165.192871
	Iteration 73Q: 3 clusters Score -3.067264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 248003 members 
Entering Unmasked Estep 
Score: -30672636.000000 Penalty: 6165.192871
	Iteration 74Q: 3 clusters Score -3.067264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 248006 members 
Entering Unmasked Estep 
Score: -30672628.000000 Penalty: 6165.192871
	Iteration 75Q: 3 clusters Score -3.067263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 248013 members 
Entering Unmasked Estep 
Score: -30672604.000000 Penalty: 6165.192871
	Iteration 76Q: 3 clusters Score -3.06726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 248016 members 
Entering Unmasked Estep 
Score: -30672614.000000 Penalty: 6165.192871
	Iteration 77Q: 3 clusters Score -3.067261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 248019 members 
Entering Unmasked Estep 
Score: -30672614.000000 Penalty: 6165.192871
	Iteration 78Q: 3 clusters Score -3.067261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 248024 members 
Entering Unmasked Estep 
Score: -30672630.000000 Penalty: 6165.192871
	Iteration 79Q: 3 clusters Score -3.067263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 248026 members 
Entering Unmasked Estep 
Score: -30672588.000000 Penalty: 6165.192871
	Iteration 80F: 3 clusters Score -3.067259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 248027 members 
Entering Unmasked Estep 
Score: -30672588.000000 Penalty: 6165.192871
	Iteration 81Q: 3 clusters Score -3.067259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 248026 members 
Entering Unmasked Estep 
Score: -30672582.000000 Penalty: 6165.192871
	Iteration 82Q: 3 clusters Score -3.067258e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 248029 members 
Entering Unmasked Estep 
Score: -30672620.000000 Penalty: 6165.192871
	Iteration 83Q: 3 clusters Score -3.067262e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 248034 members 
Entering Unmasked Estep 
Score: -30672618.000000 Penalty: 6165.192871
	Iteration 84Q: 3 clusters Score -3.067262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 248037 members 
Entering Unmasked Estep 
Score: -30672600.000000 Penalty: 6165.192871
	Iteration 85Q: 3 clusters Score -3.06726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 248038 members 
Entering Unmasked Estep 
Score: -30672572.000000 Penalty: 6165.192871
	Iteration 86Q: 3 clusters Score -3.067257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 248038 members 
Entering Unmasked Estep 
Score: -30672572.000000 Penalty: 6165.192871
	Iteration 87F: 3 clusters Score -3.067257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -34347.519531 Penalty: 1465.877563
	Iteration 0F: 2 clusters Score -34347.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33014.628906 Penalty: 2931.755127
	Iteration 0F: 3 clusters Score -33014.63 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33177.035156 Penalty: 2931.755127
	Iteration 1F: 3 clusters Score -33177.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -33216.992188 Penalty: 2931.755127
	Iteration 2Q: 3 clusters Score -33216.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33230.910156 Penalty: 2931.755127
	Iteration 3Q: 3 clusters Score -33230.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -33251.074219 Penalty: 2931.755127
	Iteration 4Q: 3 clusters Score -33251.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -33286.921875 Penalty: 2931.755127
	Iteration 5Q: 3 clusters Score -33286.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33298.046875 Penalty: 2931.755127
	Iteration 6Q: 3 clusters Score -33298.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33303.359375 Penalty: 2931.755127
	Iteration 7Q: 3 clusters Score -33303.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33308.558594 Penalty: 2931.755127
	Iteration 8Q: 3 clusters Score -33308.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33321.335938 Penalty: 2931.755127
	Iteration 9Q: 3 clusters Score -33321.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33355.660156 Penalty: 2931.755127
	Iteration 10Q: 3 clusters Score -33355.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33393.214844 Penalty: 2931.755127
	Iteration 11Q: 3 clusters Score -33393.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33444.492188 Penalty: 2931.755127
	Iteration 12Q: 3 clusters Score -33444.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33471.562500 Penalty: 2931.755127
	Iteration 13Q: 3 clusters Score -33471.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -33559.183594 Penalty: 2931.755127
	Iteration 14Q: 3 clusters Score -33559.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33720.503906 Penalty: 2931.755127
	Iteration 15Q: 3 clusters Score -33720.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33897.082031 Penalty: 2931.755127
	Iteration 16Q: 3 clusters Score -33897.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -33932.730469 Penalty: 2931.755127
	Iteration 17Q: 3 clusters Score -33932.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33947.085938 Penalty: 2931.755127
	Iteration 18Q: 3 clusters Score -33947.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -33949.324219 Penalty: 2931.755127
	Iteration 19F: 3 clusters Score -33949.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -33954.320312 Penalty: 2931.755127
	Iteration 20F: 3 clusters Score -33954.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Entering Unmasked Estep 
Score: -963429.250000 Penalty: 2234.069824
	Iteration 0F: 2 clusters Score -963429.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -956919.812500 Penalty: 4468.139648
	Iteration 0F: 3 clusters Score -956919.8 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -958694.750000 Penalty: 4468.139648
	Iteration 1F: 3 clusters Score -958694.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -958931.937500 Penalty: 4468.139648
	Iteration 2F: 3 clusters Score -958931.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -959080.437500 Penalty: 4468.139648
	Iteration 3Q: 3 clusters Score -959080.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -959173.875000 Penalty: 4468.139648
	Iteration 4Q: 3 clusters Score -959173.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -959252.250000 Penalty: 4468.139648
	Iteration 5Q: 3 clusters Score -959252.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -959316.312500 Penalty: 4468.139648
	Iteration 6Q: 3 clusters Score -959316.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -959364.062500 Penalty: 4468.139648
	Iteration 7Q: 3 clusters Score -959364.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -959398.437500 Penalty: 4468.139648
	Iteration 8Q: 3 clusters Score -959398.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -959429.312500 Penalty: 4468.139648
	Iteration 9Q: 3 clusters Score -959429.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -959452.812500 Penalty: 4468.139648
	Iteration 10Q: 3 clusters Score -959452.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -959475.312500 Penalty: 4468.139648
	Iteration 11Q: 3 clusters Score -959475.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -959508.375000 Penalty: 4468.139648
	Iteration 12Q: 3 clusters Score -959508.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -959537.062500 Penalty: 4468.139648
	Iteration 13Q: 3 clusters Score -959537.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -959570.687500 Penalty: 4468.139648
	Iteration 14Q: 3 clusters Score -959570.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -959598.000000 Penalty: 4468.139648
	Iteration 15Q: 3 clusters Score -959598 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -959618.562500 Penalty: 4468.139648
	Iteration 16Q: 3 clusters Score -959618.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -959645.187500 Penalty: 4468.139648
	Iteration 17Q: 3 clusters Score -959645.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -959672.875000 Penalty: 4468.139648
	Iteration 18Q: 3 clusters Score -959672.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -959699.875000 Penalty: 4468.139648
	Iteration 19Q: 3 clusters Score -959699.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -959723.375000 Penalty: 4468.139648
	Iteration 20F: 3 clusters Score -959723.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -959747.250000 Penalty: 4468.139648
	Iteration 21Q: 3 clusters Score -959747.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -959783.750000 Penalty: 4468.139648
	Iteration 22Q: 3 clusters Score -959783.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -959824.375000 Penalty: 4468.139648
	Iteration 23Q: 3 clusters Score -959824.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -959875.250000 Penalty: 4468.139648
	Iteration 24Q: 3 clusters Score -959875.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -959916.875000 Penalty: 4468.139648
	Iteration 25Q: 3 clusters Score -959916.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -959945.687500 Penalty: 4468.139648
	Iteration 26Q: 3 clusters Score -959945.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -959976.437500 Penalty: 4468.139648
	Iteration 27Q: 3 clusters Score -959976.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -960007.437500 Penalty: 4468.139648
	Iteration 28Q: 3 clusters Score -960007.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -960036.187500 Penalty: 4468.139648
	Iteration 29Q: 3 clusters Score -960036.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -960064.437500 Penalty: 4468.139648
	Iteration 30Q: 3 clusters Score -960064.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -960097.937500 Penalty: 4468.139648
	Iteration 31Q: 3 clusters Score -960097.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -960131.750000 Penalty: 4468.139648
	Iteration 32Q: 3 clusters Score -960131.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -960166.937500 Penalty: 4468.139648
	Iteration 33Q: 3 clusters Score -960166.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -960208.875000 Penalty: 4468.139648
	Iteration 34Q: 3 clusters Score -960208.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -960249.500000 Penalty: 4468.139648
	Iteration 35Q: 3 clusters Score -960249.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -960301.687500 Penalty: 4468.139648
	Iteration 36Q: 3 clusters Score -960301.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -960358.750000 Penalty: 4468.139648
	Iteration 37Q: 3 clusters Score -960358.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -960417.875000 Penalty: 4468.139648
	Iteration 38Q: 3 clusters Score -960417.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -960484.500000 Penalty: 4468.139648
	Iteration 39Q: 3 clusters Score -960484.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -960553.750000 Penalty: 4468.139648
	Iteration 40F: 3 clusters Score -960553.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -960617.937500 Penalty: 4468.139648
	Iteration 41Q: 3 clusters Score -960617.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -960688.187500 Penalty: 4468.139648
	Iteration 42Q: 3 clusters Score -960688.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -960755.500000 Penalty: 4468.139648
	Iteration 43Q: 3 clusters Score -960755.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -960817.062500 Penalty: 4468.139648
	Iteration 44Q: 3 clusters Score -960817.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -960864.500000 Penalty: 4468.139648
	Iteration 45Q: 3 clusters Score -960864.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -960899.125000 Penalty: 4468.139648
	Iteration 46Q: 3 clusters Score -960899.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -960931.812500 Penalty: 4468.139648
	Iteration 47Q: 3 clusters Score -960931.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -960962.812500 Penalty: 4468.139648
	Iteration 48Q: 3 clusters Score -960962.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -960988.875000 Penalty: 4468.139648
	Iteration 49Q: 3 clusters Score -960988.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -961012.312500 Penalty: 4468.139648
	Iteration 50Q: 3 clusters Score -961012.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -961034.125000 Penalty: 4468.139648
	Iteration 51Q: 3 clusters Score -961034.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -961052.062500 Penalty: 4468.139648
	Iteration 52Q: 3 clusters Score -961052.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -961074.312500 Penalty: 4468.139648
	Iteration 53Q: 3 clusters Score -961074.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -961094.500000 Penalty: 4468.139648
	Iteration 54Q: 3 clusters Score -961094.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -961113.125000 Penalty: 4468.139648
	Iteration 55Q: 3 clusters Score -961113.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -961130.437500 Penalty: 4468.139648
	Iteration 56Q: 3 clusters Score -961130.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -961148.562500 Penalty: 4468.139648
	Iteration 57Q: 3 clusters Score -961148.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -961162.875000 Penalty: 4468.139648
	Iteration 58Q: 3 clusters Score -961162.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -961175.562500 Penalty: 4468.139648
	Iteration 59Q: 3 clusters Score -961175.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -961189.500000 Penalty: 4468.139648
	Iteration 60F: 3 clusters Score -961189.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -961200.687500 Penalty: 4468.139648
	Iteration 61Q: 3 clusters Score -961200.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -961215.187500 Penalty: 4468.139648
	Iteration 62Q: 3 clusters Score -961215.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -961231.437500 Penalty: 4468.139648
	Iteration 63Q: 3 clusters Score -961231.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -961242.000000 Penalty: 4468.139648
	Iteration 64Q: 3 clusters Score -961242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -961255.000000 Penalty: 4468.139648
	Iteration 65Q: 3 clusters Score -961255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -961263.312500 Penalty: 4468.139648
	Iteration 66Q: 3 clusters Score -961263.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -961268.312500 Penalty: 4468.139648
	Iteration 67Q: 3 clusters Score -961268.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -961275.750000 Penalty: 4468.139648
	Iteration 68Q: 3 clusters Score -961275.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -961286.875000 Penalty: 4468.139648
	Iteration 69Q: 3 clusters Score -961286.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -961297.750000 Penalty: 4468.139648
	Iteration 70Q: 3 clusters Score -961297.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -961308.562500 Penalty: 4468.139648
	Iteration 71Q: 3 clusters Score -961308.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -961319.625000 Penalty: 4468.139648
	Iteration 72Q: 3 clusters Score -961319.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -961335.062500 Penalty: 4468.139648
	Iteration 73Q: 3 clusters Score -961335.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -961347.750000 Penalty: 4468.139648
	Iteration 74Q: 3 clusters Score -961347.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -961366.750000 Penalty: 4468.139648
	Iteration 75Q: 3 clusters Score -961366.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -961379.625000 Penalty: 4468.139648
	Iteration 76Q: 3 clusters Score -961379.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -961396.625000 Penalty: 4468.139648
	Iteration 77Q: 3 clusters Score -961396.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -961407.687500 Penalty: 4468.139648
	Iteration 78Q: 3 clusters Score -961407.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -961415.687500 Penalty: 4468.139648
	Iteration 79Q: 3 clusters Score -961415.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -961422.000000 Penalty: 4468.139648
	Iteration 80F: 3 clusters Score -961422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -961425.937500 Penalty: 4468.139648
	Iteration 81Q: 3 clusters Score -961425.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -961429.687500 Penalty: 4468.139648
	Iteration 82Q: 3 clusters Score -961429.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -961433.187500 Penalty: 4468.139648
	Iteration 83Q: 3 clusters Score -961433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -961434.375000 Penalty: 4468.139648
	Iteration 84Q: 3 clusters Score -961434.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -961435.812500 Penalty: 4468.139648
	Iteration 85Q: 3 clusters Score -961435.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -961438.437500 Penalty: 4468.139648
	Iteration 86Q: 3 clusters Score -961438.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -961440.750000 Penalty: 4468.139648
	Iteration 87Q: 3 clusters Score -961440.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -961442.062500 Penalty: 4468.139648
	Iteration 88Q: 3 clusters Score -961442.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -961442.062500 Penalty: 4468.139648
	Iteration 89F: 3 clusters Score -961442.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -271928.687500 Penalty: 1921.082520
	Iteration 0F: 2 clusters Score -271928.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -269052.218750 Penalty: 3842.165039
	Iteration 0F: 3 clusters Score -269052.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -269571.750000 Penalty: 3842.165039
	Iteration 1F: 3 clusters Score -269571.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -269717.875000 Penalty: 3842.165039
	Iteration 2F: 3 clusters Score -269717.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -269806.843750 Penalty: 3842.165039
	Iteration 3Q: 3 clusters Score -269806.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -269871.406250 Penalty: 3842.165039
	Iteration 4Q: 3 clusters Score -269871.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -269909.625000 Penalty: 3842.165039
	Iteration 5Q: 3 clusters Score -269909.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -269937.968750 Penalty: 3842.165039
	Iteration 6Q: 3 clusters Score -269938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -269950.875000 Penalty: 3842.165039
	Iteration 7Q: 3 clusters Score -269950.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -269959.437500 Penalty: 3842.165039
	Iteration 8Q: 3 clusters Score -269959.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -269965.406250 Penalty: 3842.165039
	Iteration 9Q: 3 clusters Score -269965.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -269972.000000 Penalty: 3842.165039
	Iteration 10Q: 3 clusters Score -269972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -269977.500000 Penalty: 3842.165039
	Iteration 11Q: 3 clusters Score -269977.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -269980.531250 Penalty: 3842.165039
	Iteration 12Q: 3 clusters Score -269980.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -269984.968750 Penalty: 3842.165039
	Iteration 13Q: 3 clusters Score -269985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -269986.906250 Penalty: 3842.165039
	Iteration 14Q: 3 clusters Score -269986.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -269987.687500 Penalty: 3842.165039
	Iteration 15Q: 3 clusters Score -269987.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -269988.531250 Penalty: 3842.165039
	Iteration 16Q: 3 clusters Score -269988.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -269988.531250 Penalty: 3842.165039
	Iteration 17F: 3 clusters Score -269988.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Entering Unmasked Estep 
Score: -234316.703125 Penalty: 1875.158081
	Iteration 0F: 2 clusters Score -234316.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -231804.500000 Penalty: 3750.316162
	Iteration 0F: 3 clusters Score -231804.5 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -232566.953125 Penalty: 3750.316162
	Iteration 1F: 3 clusters Score -232567 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -233016.703125 Penalty: 3750.316162
	Iteration 2F: 3 clusters Score -233016.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -233509.625000 Penalty: 3750.316162
	Iteration 3F: 3 clusters Score -233509.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -233793.234375 Penalty: 3750.316162
	Iteration 4F: 3 clusters Score -233793.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -233975.890625 Penalty: 3750.316162
	Iteration 5F: 3 clusters Score -233975.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -234092.796875 Penalty: 3750.316162
	Iteration 6Q: 3 clusters Score -234092.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -234156.984375 Penalty: 3750.316162
	Iteration 7Q: 3 clusters Score -234157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -234180.250000 Penalty: 3750.316162
	Iteration 8Q: 3 clusters Score -234180.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -234199.359375 Penalty: 3750.316162
	Iteration 9Q: 3 clusters Score -234199.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -234205.640625 Penalty: 3750.316162
	Iteration 10Q: 3 clusters Score -234205.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -234207.250000 Penalty: 3750.316162
	Iteration 11Q: 3 clusters Score -234207.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -234207.250000 Penalty: 3750.316162
	Iteration 12F: 3 clusters Score -234207.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -314420.656250 Penalty: 1960.275146
	Iteration 0F: 2 clusters Score -314420.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -311332.031250 Penalty: 3920.550293
	Iteration 0F: 3 clusters Score -311332 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -311976.281250 Penalty: 3920.550293
	Iteration 1F: 3 clusters Score -311976.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -312214.625000 Penalty: 3920.550293
	Iteration 2F: 3 clusters Score -312214.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -312397.250000 Penalty: 3920.550293
	Iteration 3F: 3 clusters Score -312397.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -312543.812500 Penalty: 3920.550293
	Iteration 4F: 3 clusters Score -312543.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -312651.343750 Penalty: 3920.550293
	Iteration 5Q: 3 clusters Score -312651.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -312760.093750 Penalty: 3920.550293
	Iteration 6Q: 3 clusters Score -312760.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -312847.687500 Penalty: 3920.550293
	Iteration 7Q: 3 clusters Score -312847.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -312920.156250 Penalty: 3920.550293
	Iteration 8Q: 3 clusters Score -312920.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -312991.000000 Penalty: 3920.550293
	Iteration 9Q: 3 clusters Score -312991 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -313065.750000 Penalty: 3920.550293
	Iteration 10Q: 3 clusters Score -313065.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -313143.593750 Penalty: 3920.550293
	Iteration 11Q: 3 clusters Score -313143.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -313216.406250 Penalty: 3920.550293
	Iteration 12Q: 3 clusters Score -313216.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -313268.093750 Penalty: 3920.550293
	Iteration 13Q: 3 clusters Score -313268.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -313313.718750 Penalty: 3920.550293
	Iteration 14Q: 3 clusters Score -313313.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -313345.656250 Penalty: 3920.550293
	Iteration 15Q: 3 clusters Score -313345.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -313366.406250 Penalty: 3920.550293
	Iteration 16Q: 3 clusters Score -313366.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -313378.812500 Penalty: 3920.550293
	Iteration 17Q: 3 clusters Score -313378.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -313385.625000 Penalty: 3920.550293
	Iteration 18Q: 3 clusters Score -313385.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -313390.531250 Penalty: 3920.550293
	Iteration 19Q: 3 clusters Score -313390.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -313392.968750 Penalty: 3920.550293
	Iteration 20F: 3 clusters Score -313393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -313393.156250 Penalty: 3920.550293
	Iteration 21Q: 3 clusters Score -313393.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -313393.156250 Penalty: 3920.550293
	Iteration 22F: 3 clusters Score -313393.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Entering Unmasked Estep 
Score: -655139.937500 Penalty: 2139.704346
	Iteration 0F: 2 clusters Score -655139.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -650338.812500 Penalty: 4279.408691
	Iteration 0F: 3 clusters Score -650338.8 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -651520.375000 Penalty: 4279.408691
	Iteration 1F: 3 clusters Score -651520.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -651880.812500 Penalty: 4279.408691
	Iteration 2F: 3 clusters Score -651880.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -652168.812500 Penalty: 4279.408691
	Iteration 3F: 3 clusters Score -652168.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -652384.187500 Penalty: 4279.408691
	Iteration 4Q: 3 clusters Score -652384.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -652559.125000 Penalty: 4279.408691
	Iteration 5Q: 3 clusters Score -652559.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -652717.125000 Penalty: 4279.408691
	Iteration 6Q: 3 clusters Score -652717.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -652840.875000 Penalty: 4279.408691
	Iteration 7Q: 3 clusters Score -652840.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -652942.875000 Penalty: 4279.408691
	Iteration 8Q: 3 clusters Score -652942.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -653023.125000 Penalty: 4279.408691
	Iteration 9Q: 3 clusters Score -653023.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -653092.687500 Penalty: 4279.408691
	Iteration 10Q: 3 clusters Score -653092.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -653160.062500 Penalty: 4279.408691
	Iteration 11Q: 3 clusters Score -653160.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -653219.500000 Penalty: 4279.408691
	Iteration 12Q: 3 clusters Score -653219.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -653272.750000 Penalty: 4279.408691
	Iteration 13Q: 3 clusters Score -653272.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -653302.187500 Penalty: 4279.408691
	Iteration 14Q: 3 clusters Score -653302.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -653324.250000 Penalty: 4279.408691
	Iteration 15Q: 3 clusters Score -653324.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -653342.750000 Penalty: 4279.408691
	Iteration 16Q: 3 clusters Score -653342.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -653355.625000 Penalty: 4279.408691
	Iteration 17Q: 3 clusters Score -653355.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -653367.312500 Penalty: 4279.408691
	Iteration 18Q: 3 clusters Score -653367.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -653377.062500 Penalty: 4279.408691
	Iteration 19Q: 3 clusters Score -653377.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -653384.875000 Penalty: 4279.408691
	Iteration 20F: 3 clusters Score -653384.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -653390.750000 Penalty: 4279.408691
	Iteration 21Q: 3 clusters Score -653390.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -653397.000000 Penalty: 4279.408691
	Iteration 22Q: 3 clusters Score -653397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -653404.250000 Penalty: 4279.408691
	Iteration 23Q: 3 clusters Score -653404.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -653412.937500 Penalty: 4279.408691
	Iteration 24Q: 3 clusters Score -653412.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -653420.250000 Penalty: 4279.408691
	Iteration 25Q: 3 clusters Score -653420.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -653433.187500 Penalty: 4279.408691
	Iteration 26Q: 3 clusters Score -653433.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -653436.062500 Penalty: 4279.408691
	Iteration 27Q: 3 clusters Score -653436.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -653446.875000 Penalty: 4279.408691
	Iteration 28Q: 3 clusters Score -653446.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -653453.125000 Penalty: 4279.408691
	Iteration 29Q: 3 clusters Score -653453.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -653461.250000 Penalty: 4279.408691
	Iteration 30Q: 3 clusters Score -653461.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -653471.625000 Penalty: 4279.408691
	Iteration 31Q: 3 clusters Score -653471.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -653480.187500 Penalty: 4279.408691
	Iteration 32Q: 3 clusters Score -653480.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -653488.062500 Penalty: 4279.408691
	Iteration 33Q: 3 clusters Score -653488.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -653493.875000 Penalty: 4279.408691
	Iteration 34Q: 3 clusters Score -653493.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -653501.500000 Penalty: 4279.408691
	Iteration 35Q: 3 clusters Score -653501.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -653507.562500 Penalty: 4279.408691
	Iteration 36Q: 3 clusters Score -653507.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -653515.625000 Penalty: 4279.408691
	Iteration 37Q: 3 clusters Score -653515.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -653520.937500 Penalty: 4279.408691
	Iteration 38Q: 3 clusters Score -653520.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -653526.000000 Penalty: 4279.408691
	Iteration 39Q: 3 clusters Score -653526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -653530.437500 Penalty: 4279.408691
	Iteration 40F: 3 clusters Score -653530.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -653534.000000 Penalty: 4279.408691
	Iteration 41Q: 3 clusters Score -653534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -653539.062500 Penalty: 4279.408691
	Iteration 42Q: 3 clusters Score -653539.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -653545.937500 Penalty: 4279.408691
	Iteration 43Q: 3 clusters Score -653545.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -653552.750000 Penalty: 4279.408691
	Iteration 44Q: 3 clusters Score -653552.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -653563.187500 Penalty: 4279.408691
	Iteration 45Q: 3 clusters Score -653563.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -653571.000000 Penalty: 4279.408691
	Iteration 46Q: 3 clusters Score -653571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -653577.500000 Penalty: 4279.408691
	Iteration 47Q: 3 clusters Score -653577.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -653580.437500 Penalty: 4279.408691
	Iteration 48Q: 3 clusters Score -653580.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -653585.937500 Penalty: 4279.408691
	Iteration 49Q: 3 clusters Score -653585.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -653594.875000 Penalty: 4279.408691
	Iteration 50Q: 3 clusters Score -653594.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -653605.312500 Penalty: 4279.408691
	Iteration 51Q: 3 clusters Score -653605.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -653612.937500 Penalty: 4279.408691
	Iteration 52Q: 3 clusters Score -653612.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -653618.937500 Penalty: 4279.408691
	Iteration 53Q: 3 clusters Score -653618.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -653622.125000 Penalty: 4279.408691
	Iteration 54Q: 3 clusters Score -653622.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -653626.062500 Penalty: 4279.408691
	Iteration 55Q: 3 clusters Score -653626.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -653634.187500 Penalty: 4279.408691
	Iteration 56Q: 3 clusters Score -653634.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -653636.437500 Penalty: 4279.408691
	Iteration 57Q: 3 clusters Score -653636.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -653640.437500 Penalty: 4279.408691
	Iteration 58Q: 3 clusters Score -653640.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -653641.375000 Penalty: 4279.408691
	Iteration 59Q: 3 clusters Score -653641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -653643.000000 Penalty: 4279.408691
	Iteration 60F: 3 clusters Score -653643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -653646.687500 Penalty: 4279.408691
	Iteration 61Q: 3 clusters Score -653646.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -653648.937500 Penalty: 4279.408691
	Iteration 62Q: 3 clusters Score -653648.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -653652.000000 Penalty: 4279.408691
	Iteration 63Q: 3 clusters Score -653652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -653654.375000 Penalty: 4279.408691
	Iteration 64Q: 3 clusters Score -653654.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -653656.937500 Penalty: 4279.408691
	Iteration 65Q: 3 clusters Score -653656.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -653659.062500 Penalty: 4279.408691
	Iteration 66Q: 3 clusters Score -653659.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -653659.500000 Penalty: 4279.408691
	Iteration 67Q: 3 clusters Score -653659.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -653660.312500 Penalty: 4279.408691
	Iteration 68Q: 3 clusters Score -653660.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -653661.312500 Penalty: 4279.408691
	Iteration 69Q: 3 clusters Score -653661.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -653662.625000 Penalty: 4279.408691
	Iteration 70Q: 3 clusters Score -653662.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -653665.125000 Penalty: 4279.408691
	Iteration 71Q: 3 clusters Score -653665.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -653667.687500 Penalty: 4279.408691
	Iteration 72Q: 3 clusters Score -653667.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -653668.625000 Penalty: 4279.408691
	Iteration 73Q: 3 clusters Score -653668.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -653672.062500 Penalty: 4279.408691
	Iteration 74Q: 3 clusters Score -653672.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -653674.125000 Penalty: 4279.408691
	Iteration 75Q: 3 clusters Score -653674.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -653676.187500 Penalty: 4279.408691
	Iteration 76Q: 3 clusters Score -653676.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -653679.937500 Penalty: 4279.408691
	Iteration 77Q: 3 clusters Score -653679.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -653681.812500 Penalty: 4279.408691
	Iteration 78Q: 3 clusters Score -653681.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -653683.625000 Penalty: 4279.408691
	Iteration 79Q: 3 clusters Score -653683.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -653686.562500 Penalty: 4279.408691
	Iteration 80F: 3 clusters Score -653686.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -653687.562500 Penalty: 4279.408691
	Iteration 81Q: 3 clusters Score -653687.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -653689.750000 Penalty: 4279.408691
	Iteration 82Q: 3 clusters Score -653689.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -653693.187500 Penalty: 4279.408691
	Iteration 83Q: 3 clusters Score -653693.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -653694.937500 Penalty: 4279.408691
	Iteration 84Q: 3 clusters Score -653694.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -653695.125000 Penalty: 4279.408691
	Iteration 85Q: 3 clusters Score -653695.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -653697.125000 Penalty: 4279.408691
	Iteration 86Q: 3 clusters Score -653697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -653701.812500 Penalty: 4279.408691
	Iteration 87Q: 3 clusters Score -653701.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -653701.625000 Penalty: 4279.408691
	Iteration 88Q: 3 clusters Score -653701.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -653702.187500 Penalty: 4279.408691
	Iteration 89Q: 3 clusters Score -653702.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -653703.875000 Penalty: 4279.408691
	Iteration 90Q: 3 clusters Score -653703.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -653705.687500 Penalty: 4279.408691
	Iteration 91Q: 3 clusters Score -653705.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -653708.125000 Penalty: 4279.408691
	Iteration 92Q: 3 clusters Score -653708.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -653709.750000 Penalty: 4279.408691
	Iteration 93Q: 3 clusters Score -653709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -653711.750000 Penalty: 4279.408691
	Iteration 94Q: 3 clusters Score -653711.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -653711.562500 Penalty: 4279.408691
	Iteration 95Q: 3 clusters Score -653711.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -653711.562500 Penalty: 4279.408691
	Iteration 96F: 3 clusters Score -653711.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (35074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Entering Unmasked Estep 
Score: -4187595.750000 Penalty: 2595.373535
	Iteration 0F: 2 clusters Score -4187596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -4163636.750000 Penalty: 5190.747070
	Iteration 0F: 3 clusters Score -4163637 nChanged 16004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -4172302.750000 Penalty: 5190.747070
	Iteration 1F: 3 clusters Score -4172303 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -4172757.750000 Penalty: 5190.747070
	Iteration 2Q: 3 clusters Score -4172758 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -4173188.000000 Penalty: 5190.747070
	Iteration 3Q: 3 clusters Score -4173188 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -4173638.500000 Penalty: 5190.747070
	Iteration 4Q: 3 clusters Score -4173638 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -4174183.750000 Penalty: 5190.747070
	Iteration 5Q: 3 clusters Score -4174184 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -4174775.250000 Penalty: 5190.747070
	Iteration 6Q: 3 clusters Score -4174775 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -4175256.250000 Penalty: 5190.747070
	Iteration 7Q: 3 clusters Score -4175256 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -4175727.500000 Penalty: 5190.747070
	Iteration 8Q: 3 clusters Score -4175728 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -4176152.000000 Penalty: 5190.747070
	Iteration 9Q: 3 clusters Score -4176152 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -4176492.500000 Penalty: 5190.747070
	Iteration 10Q: 3 clusters Score -4176492 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -4176841.000000 Penalty: 5190.747070
	Iteration 11Q: 3 clusters Score -4176841 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -4177161.250000 Penalty: 5190.747070
	Iteration 12Q: 3 clusters Score -4177161 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -4177441.250000 Penalty: 5190.747070
	Iteration 13Q: 3 clusters Score -4177441 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -4177686.250000 Penalty: 5190.747070
	Iteration 14Q: 3 clusters Score -4177686 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -4177930.750000 Penalty: 5190.747070
	Iteration 15Q: 3 clusters Score -4177931 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -4178174.500000 Penalty: 5190.747070
	Iteration 16Q: 3 clusters Score -4178174 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -4178475.250000 Penalty: 5190.747070
	Iteration 17Q: 3 clusters Score -4178475 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -4178803.000000 Penalty: 5190.747070
	Iteration 18Q: 3 clusters Score -4178803 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -4179241.500000 Penalty: 5190.747070
	Iteration 19Q: 3 clusters Score -4179242 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -4179802.000000 Penalty: 5190.747070
	Iteration 20F: 3 clusters Score -4179802 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -4180487.500000 Penalty: 5190.747070
	Iteration 21Q: 3 clusters Score -4180488 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -4181261.500000 Penalty: 5190.747070
	Iteration 22Q: 3 clusters Score -4181262 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -4181979.000000 Penalty: 5190.747070
	Iteration 23Q: 3 clusters Score -4181979 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -4182648.000000 Penalty: 5190.747070
	Iteration 24Q: 3 clusters Score -4182648 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -4183202.000000 Penalty: 5190.747070
	Iteration 25Q: 3 clusters Score -4183202 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -4183631.500000 Penalty: 5190.747070
	Iteration 26Q: 3 clusters Score -4183632 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -4184053.000000 Penalty: 5190.747070
	Iteration 27Q: 3 clusters Score -4184053 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -4184455.500000 Penalty: 5190.747070
	Iteration 28Q: 3 clusters Score -4184456 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -4184836.750000 Penalty: 5190.747070
	Iteration 29Q: 3 clusters Score -4184837 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -4185173.000000 Penalty: 5190.747070
	Iteration 30Q: 3 clusters Score -4185173 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4185423.250000 Penalty: 5190.747070
	Iteration 31Q: 3 clusters Score -4185423 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -4185638.500000 Penalty: 5190.747070
	Iteration 32Q: 3 clusters Score -4185638 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -4185824.500000 Penalty: 5190.747070
	Iteration 33Q: 3 clusters Score -4185824 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4185964.250000 Penalty: 5190.747070
	Iteration 34Q: 3 clusters Score -4185964 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4186087.250000 Penalty: 5190.747070
	Iteration 35Q: 3 clusters Score -4186087 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4186175.250000 Penalty: 5190.747070
	Iteration 36Q: 3 clusters Score -4186175 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4186263.250000 Penalty: 5190.747070
	Iteration 37Q: 3 clusters Score -4186263 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4186351.250000 Penalty: 5190.747070
	Iteration 38Q: 3 clusters Score -4186351 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4186399.500000 Penalty: 5190.747070
	Iteration 39Q: 3 clusters Score -4186400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -4186440.250000 Penalty: 5190.747070
	Iteration 40F: 3 clusters Score -4186440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4186480.500000 Penalty: 5190.747070
	Iteration 41Q: 3 clusters Score -4186480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4186531.750000 Penalty: 5190.747070
	Iteration 42Q: 3 clusters Score -4186532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4186555.750000 Penalty: 5190.747070
	Iteration 43Q: 3 clusters Score -4186556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4186579.500000 Penalty: 5190.747070
	Iteration 44Q: 3 clusters Score -4186580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4186589.750000 Penalty: 5190.747070
	Iteration 45Q: 3 clusters Score -4186590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4186589.750000 Penalty: 5190.747070
	Iteration 46Q: 3 clusters Score -4186590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4186591.750000 Penalty: 5190.747070
	Iteration 47Q: 3 clusters Score -4186592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4186598.000000 Penalty: 5190.747070
	Iteration 48Q: 3 clusters Score -4186598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4186597.500000 Penalty: 5190.747070
	Iteration 49Q: 3 clusters Score -4186598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4186599.000000 Penalty: 5190.747070
	Iteration 50Q: 3 clusters Score -4186599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4186599.000000 Penalty: 5190.747070
	Iteration 51F: 3 clusters Score -4186599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Entering Unmasked Estep 
Score: -1255664.000000 Penalty: 2288.222900
	Iteration 0F: 2 clusters Score -1255664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1247897.750000 Penalty: 4576.445801
	Iteration 0F: 3 clusters Score -1247898 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1250063.750000 Penalty: 4576.445801
	Iteration 1F: 3 clusters Score -1250064 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1250335.625000 Penalty: 4576.445801
	Iteration 2F: 3 clusters Score -1250336 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1250514.750000 Penalty: 4576.445801
	Iteration 3Q: 3 clusters Score -1250515 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1250653.875000 Penalty: 4576.445801
	Iteration 4Q: 3 clusters Score -1250654 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1250758.125000 Penalty: 4576.445801
	Iteration 5Q: 3 clusters Score -1250758 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1250854.500000 Penalty: 4576.445801
	Iteration 6Q: 3 clusters Score -1250854 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1250944.750000 Penalty: 4576.445801
	Iteration 7Q: 3 clusters Score -1250945 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1251020.000000 Penalty: 4576.445801
	Iteration 8Q: 3 clusters Score -1251020 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1251081.750000 Penalty: 4576.445801
	Iteration 9Q: 3 clusters Score -1251082 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1251143.625000 Penalty: 4576.445801
	Iteration 10Q: 3 clusters Score -1251144 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1251210.000000 Penalty: 4576.445801
	Iteration 11Q: 3 clusters Score -1251210 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1251306.375000 Penalty: 4576.445801
	Iteration 12Q: 3 clusters Score -1251306 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1251429.875000 Penalty: 4576.445801
	Iteration 13Q: 3 clusters Score -1251430 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1251605.875000 Penalty: 4576.445801
	Iteration 14Q: 3 clusters Score -1251606 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1251823.000000 Penalty: 4576.445801
	Iteration 15Q: 3 clusters Score -1251823 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1252070.500000 Penalty: 4576.445801
	Iteration 16Q: 3 clusters Score -1252070 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1252355.875000 Penalty: 4576.445801
	Iteration 17Q: 3 clusters Score -1252356 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1252645.875000 Penalty: 4576.445801
	Iteration 18Q: 3 clusters Score -1252646 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1252933.625000 Penalty: 4576.445801
	Iteration 19Q: 3 clusters Score -1252934 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1253145.500000 Penalty: 4576.445801
	Iteration 20F: 3 clusters Score -1253146 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1253314.500000 Penalty: 4576.445801
	Iteration 21Q: 3 clusters Score -1253314 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1253424.500000 Penalty: 4576.445801
	Iteration 22Q: 3 clusters Score -1253424 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1253485.750000 Penalty: 4576.445801
	Iteration 23Q: 3 clusters Score -1253486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1253545.375000 Penalty: 4576.445801
	Iteration 24Q: 3 clusters Score -1253545 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1253575.250000 Penalty: 4576.445801
	Iteration 25Q: 3 clusters Score -1253575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1253597.625000 Penalty: 4576.445801
	Iteration 26Q: 3 clusters Score -1253598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1253608.125000 Penalty: 4576.445801
	Iteration 27Q: 3 clusters Score -1253608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1253617.000000 Penalty: 4576.445801
	Iteration 28Q: 3 clusters Score -1253617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1253620.250000 Penalty: 4576.445801
	Iteration 29Q: 3 clusters Score -1253620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1253626.750000 Penalty: 4576.445801
	Iteration 30Q: 3 clusters Score -1253627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1253636.250000 Penalty: 4576.445801
	Iteration 31Q: 3 clusters Score -1253636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1253640.375000 Penalty: 4576.445801
	Iteration 32Q: 3 clusters Score -1253640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1253644.500000 Penalty: 4576.445801
	Iteration 33Q: 3 clusters Score -1253644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1253650.000000 Penalty: 4576.445801
	Iteration 34Q: 3 clusters Score -1253650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1253655.375000 Penalty: 4576.445801
	Iteration 35Q: 3 clusters Score -1253655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1253656.375000 Penalty: 4576.445801
	Iteration 36Q: 3 clusters Score -1253656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1253657.875000 Penalty: 4576.445801
	Iteration 37Q: 3 clusters Score -1253658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1253662.875000 Penalty: 4576.445801
	Iteration 38Q: 3 clusters Score -1253663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1253664.750000 Penalty: 4576.445801
	Iteration 39Q: 3 clusters Score -1253665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1253664.500000 Penalty: 4576.445801
	Iteration 40F: 3 clusters Score -1253664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1253668.375000 Penalty: 4576.445801
	Iteration 41Q: 3 clusters Score -1253668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1253668.375000 Penalty: 4576.445801
	Iteration 42F: 3 clusters Score -1253668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Entering Unmasked Estep 
Score: -1483912.250000 Penalty: 2326.971191
	Iteration 0F: 2 clusters Score -1483912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1475003.500000 Penalty: 4653.942383
	Iteration 0F: 3 clusters Score -1475004 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1477699.750000 Penalty: 4653.942383
	Iteration 1F: 3 clusters Score -1477700 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1478020.875000 Penalty: 4653.942383
	Iteration 2F: 3 clusters Score -1478021 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1478315.875000 Penalty: 4653.942383
	Iteration 3F: 3 clusters Score -1478316 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1478631.875000 Penalty: 4653.942383
	Iteration 4F: 3 clusters Score -1478632 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1478974.500000 Penalty: 4653.942383
	Iteration 5F: 3 clusters Score -1478974 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1479374.625000 Penalty: 4653.942383
	Iteration 6F: 3 clusters Score -1479375 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1479836.625000 Penalty: 4653.942383
	Iteration 7F: 3 clusters Score -1479837 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1480409.625000 Penalty: 4653.942383
	Iteration 8F: 3 clusters Score -1480410 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1480937.875000 Penalty: 4653.942383
	Iteration 9F: 3 clusters Score -1480938 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1481347.500000 Penalty: 4653.942383
	Iteration 10Q: 3 clusters Score -1481348 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1481551.000000 Penalty: 4653.942383
	Iteration 11Q: 3 clusters Score -1481551 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1481653.375000 Penalty: 4653.942383
	Iteration 12Q: 3 clusters Score -1481653 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1481714.375000 Penalty: 4653.942383
	Iteration 13Q: 3 clusters Score -1481714 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1481749.250000 Penalty: 4653.942383
	Iteration 14Q: 3 clusters Score -1481749 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1481775.500000 Penalty: 4653.942383
	Iteration 15Q: 3 clusters Score -1481776 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1481796.375000 Penalty: 4653.942383
	Iteration 16Q: 3 clusters Score -1481796 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1481817.625000 Penalty: 4653.942383
	Iteration 17Q: 3 clusters Score -1481818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1481825.625000 Penalty: 4653.942383
	Iteration 18Q: 3 clusters Score -1481826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1481839.875000 Penalty: 4653.942383
	Iteration 19Q: 3 clusters Score -1481840 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1481852.250000 Penalty: 4653.942383
	Iteration 20F: 3 clusters Score -1481852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1481854.000000 Penalty: 4653.942383
	Iteration 21Q: 3 clusters Score -1481854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1481860.000000 Penalty: 4653.942383
	Iteration 22Q: 3 clusters Score -1481860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1481864.500000 Penalty: 4653.942383
	Iteration 23Q: 3 clusters Score -1481864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1481865.625000 Penalty: 4653.942383
	Iteration 24Q: 3 clusters Score -1481866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1481867.375000 Penalty: 4653.942383
	Iteration 25Q: 3 clusters Score -1481867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1481870.500000 Penalty: 4653.942383
	Iteration 26Q: 3 clusters Score -1481870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1481872.500000 Penalty: 4653.942383
	Iteration 27Q: 3 clusters Score -1481872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1481876.500000 Penalty: 4653.942383
	Iteration 28Q: 3 clusters Score -1481876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1481878.250000 Penalty: 4653.942383
	Iteration 29Q: 3 clusters Score -1481878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1481877.625000 Penalty: 4653.942383
	Iteration 30Q: 3 clusters Score -1481878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1481876.625000 Penalty: 4653.942383
	Iteration 31Q: 3 clusters Score -1481877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1481881.250000 Penalty: 4653.942383
	Iteration 32Q: 3 clusters Score -1481881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1481879.750000 Penalty: 4653.942383
	Iteration 33Q: 3 clusters Score -1481880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1481885.125000 Penalty: 4653.942383
	Iteration 34Q: 3 clusters Score -1481885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1481883.125000 Penalty: 4653.942383
	Iteration 35Q: 3 clusters Score -1481883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1481891.750000 Penalty: 4653.942383
	Iteration 36Q: 3 clusters Score -1481892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1481893.250000 Penalty: 4653.942383
	Iteration 37Q: 3 clusters Score -1481893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1481895.750000 Penalty: 4653.942383
	Iteration 38Q: 3 clusters Score -1481896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1481895.250000 Penalty: 4653.942383
	Iteration 39Q: 3 clusters Score -1481895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1481893.750000 Penalty: 4653.942383
	Iteration 40F: 3 clusters Score -1481894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1481895.625000 Penalty: 4653.942383
	Iteration 41Q: 3 clusters Score -1481896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1481901.000000 Penalty: 4653.942383
	Iteration 42Q: 3 clusters Score -1481901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1481901.000000 Penalty: 4653.942383
	Iteration 43F: 3 clusters Score -1481901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -187517.921875 Penalty: 1854.726318
	Iteration 0F: 2 clusters Score -187517.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -185063.359375 Penalty: 3709.452637
	Iteration 0F: 3 clusters Score -185063.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -185502.703125 Penalty: 3709.452637
	Iteration 1F: 3 clusters Score -185502.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -185651.828125 Penalty: 3709.452637
	Iteration 2F: 3 clusters Score -185651.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -185766.843750 Penalty: 3709.452637
	Iteration 3F: 3 clusters Score -185766.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -185835.656250 Penalty: 3709.452637
	Iteration 4Q: 3 clusters Score -185835.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -185876.656250 Penalty: 3709.452637
	Iteration 5Q: 3 clusters Score -185876.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -185914.109375 Penalty: 3709.452637
	Iteration 6Q: 3 clusters Score -185914.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -185953.171875 Penalty: 3709.452637
	Iteration 7Q: 3 clusters Score -185953.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -185979.687500 Penalty: 3709.452637
	Iteration 8Q: 3 clusters Score -185979.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -186009.375000 Penalty: 3709.452637
	Iteration 9Q: 3 clusters Score -186009.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -186042.968750 Penalty: 3709.452637
	Iteration 10Q: 3 clusters Score -186043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -186071.593750 Penalty: 3709.452637
	Iteration 11Q: 3 clusters Score -186071.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -186094.265625 Penalty: 3709.452637
	Iteration 12Q: 3 clusters Score -186094.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -186109.796875 Penalty: 3709.452637
	Iteration 13Q: 3 clusters Score -186109.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -186124.859375 Penalty: 3709.452637
	Iteration 14Q: 3 clusters Score -186124.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -186133.531250 Penalty: 3709.452637
	Iteration 15Q: 3 clusters Score -186133.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -186143.390625 Penalty: 3709.452637
	Iteration 16Q: 3 clusters Score -186143.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -186157.937500 Penalty: 3709.452637
	Iteration 17Q: 3 clusters Score -186157.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -186168.171875 Penalty: 3709.452637
	Iteration 18Q: 3 clusters Score -186168.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -186175.218750 Penalty: 3709.452637
	Iteration 19Q: 3 clusters Score -186175.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -186183.281250 Penalty: 3709.452637
	Iteration 20F: 3 clusters Score -186183.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -186191.812500 Penalty: 3709.452637
	Iteration 21Q: 3 clusters Score -186191.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -186196.796875 Penalty: 3709.452637
	Iteration 22Q: 3 clusters Score -186196.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -186198.468750 Penalty: 3709.452637
	Iteration 23Q: 3 clusters Score -186198.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -186200.109375 Penalty: 3709.452637
	Iteration 24Q: 3 clusters Score -186200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -186200.906250 Penalty: 3709.452637
	Iteration 25Q: 3 clusters Score -186200.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -186202.703125 Penalty: 3709.452637
	Iteration 26Q: 3 clusters Score -186202.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -186206.812500 Penalty: 3709.452637
	Iteration 27Q: 3 clusters Score -186206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -186208.156250 Penalty: 3709.452637
	Iteration 28Q: 3 clusters Score -186208.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -186208.156250 Penalty: 3709.452637
	Iteration 29F: 3 clusters Score -186208.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Entering Unmasked Estep 
Score: -4441520.500000 Penalty: 2616.124268
	Iteration 0F: 2 clusters Score -4441520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -4415537.500000 Penalty: 5232.248535
	Iteration 0F: 3 clusters Score -4415538 nChanged 17468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -4425151.000000 Penalty: 5232.248535
	Iteration 1F: 3 clusters Score -4425151 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -4425791.000000 Penalty: 5232.248535
	Iteration 2Q: 3 clusters Score -4425791 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -4426495.000000 Penalty: 5232.248535
	Iteration 3Q: 3 clusters Score -4426495 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -4427264.500000 Penalty: 5232.248535
	Iteration 4Q: 3 clusters Score -4427264 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -4428211.500000 Penalty: 5232.248535
	Iteration 5Q: 3 clusters Score -4428212 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -4429303.000000 Penalty: 5232.248535
	Iteration 6F: 3 clusters Score -4429303 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -4430687.000000 Penalty: 5232.248535
	Iteration 7F: 3 clusters Score -4430687 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -4432247.000000 Penalty: 5232.248535
	Iteration 8F: 3 clusters Score -4432247 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -4433665.500000 Penalty: 5232.248535
	Iteration 9F: 3 clusters Score -4433666 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -4434773.500000 Penalty: 5232.248535
	Iteration 10Q: 3 clusters Score -4434774 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -4435657.000000 Penalty: 5232.248535
	Iteration 11Q: 3 clusters Score -4435657 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -4436347.000000 Penalty: 5232.248535
	Iteration 12Q: 3 clusters Score -4436347 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -4436930.000000 Penalty: 5232.248535
	Iteration 13Q: 3 clusters Score -4436930 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -4437378.000000 Penalty: 5232.248535
	Iteration 14Q: 3 clusters Score -4437378 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -4437804.000000 Penalty: 5232.248535
	Iteration 15Q: 3 clusters Score -4437804 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -4438149.000000 Penalty: 5232.248535
	Iteration 16Q: 3 clusters Score -4438149 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4438436.500000 Penalty: 5232.248535
	Iteration 17Q: 3 clusters Score -4438436 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -4438677.500000 Penalty: 5232.248535
	Iteration 18Q: 3 clusters Score -4438678 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4438864.500000 Penalty: 5232.248535
	Iteration 19Q: 3 clusters Score -4438864 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4438972.000000 Penalty: 5232.248535
	Iteration 20F: 3 clusters Score -4438972 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -4439058.000000 Penalty: 5232.248535
	Iteration 21Q: 3 clusters Score -4439058 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4439138.000000 Penalty: 5232.248535
	Iteration 22Q: 3 clusters Score -4439138 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4439206.000000 Penalty: 5232.248535
	Iteration 23Q: 3 clusters Score -4439206 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4439270.500000 Penalty: 5232.248535
	Iteration 24Q: 3 clusters Score -4439270 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4439321.000000 Penalty: 5232.248535
	Iteration 25Q: 3 clusters Score -4439321 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4439367.000000 Penalty: 5232.248535
	Iteration 26Q: 3 clusters Score -4439367 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4439400.000000 Penalty: 5232.248535
	Iteration 27Q: 3 clusters Score -4439400 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4439440.500000 Penalty: 5232.248535
	Iteration 28Q: 3 clusters Score -4439440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4439465.500000 Penalty: 5232.248535
	Iteration 29Q: 3 clusters Score -4439466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4439484.500000 Penalty: 5232.248535
	Iteration 30Q: 3 clusters Score -4439484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4439501.500000 Penalty: 5232.248535
	Iteration 31Q: 3 clusters Score -4439502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4439515.500000 Penalty: 5232.248535
	Iteration 32Q: 3 clusters Score -4439516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4439524.000000 Penalty: 5232.248535
	Iteration 33Q: 3 clusters Score -4439524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4439533.000000 Penalty: 5232.248535
	Iteration 34Q: 3 clusters Score -4439533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4439536.500000 Penalty: 5232.248535
	Iteration 35Q: 3 clusters Score -4439536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4439533.000000 Penalty: 5232.248535
	Iteration 36Q: 3 clusters Score -4439533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4439538.000000 Penalty: 5232.248535
	Iteration 37Q: 3 clusters Score -4439538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4439548.500000 Penalty: 5232.248535
	Iteration 38Q: 3 clusters Score -4439548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4439547.000000 Penalty: 5232.248535
	Iteration 39Q: 3 clusters Score -4439547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4439546.000000 Penalty: 5232.248535
	Iteration 40F: 3 clusters Score -4439546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4439551.000000 Penalty: 5232.248535
	Iteration 41Q: 3 clusters Score -4439551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4439551.000000 Penalty: 5232.248535
	Iteration 42F: 3 clusters Score -4439551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Entering Unmasked Estep 
Score: -1636623.875000 Penalty: 2350.809082
	Iteration 0F: 2 clusters Score -1636624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1626958.000000 Penalty: 4701.618164
	Iteration 0F: 3 clusters Score -1626958 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1629900.125000 Penalty: 4701.618164
	Iteration 1F: 3 clusters Score -1629900 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1630228.375000 Penalty: 4701.618164
	Iteration 2F: 3 clusters Score -1630228 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1630455.000000 Penalty: 4701.618164
	Iteration 3Q: 3 clusters Score -1630455 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1630624.875000 Penalty: 4701.618164
	Iteration 4Q: 3 clusters Score -1630625 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1630759.125000 Penalty: 4701.618164
	Iteration 5Q: 3 clusters Score -1630759 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1630873.875000 Penalty: 4701.618164
	Iteration 6Q: 3 clusters Score -1630874 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1630995.750000 Penalty: 4701.618164
	Iteration 7Q: 3 clusters Score -1630996 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1631129.125000 Penalty: 4701.618164
	Iteration 8Q: 3 clusters Score -1631129 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1631264.125000 Penalty: 4701.618164
	Iteration 9Q: 3 clusters Score -1631264 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1631408.125000 Penalty: 4701.618164
	Iteration 10Q: 3 clusters Score -1631408 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1631574.500000 Penalty: 4701.618164
	Iteration 11Q: 3 clusters Score -1631574 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1631787.875000 Penalty: 4701.618164
	Iteration 12Q: 3 clusters Score -1631788 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1632039.750000 Penalty: 4701.618164
	Iteration 13Q: 3 clusters Score -1632040 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1632330.875000 Penalty: 4701.618164
	Iteration 14Q: 3 clusters Score -1632331 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1632637.250000 Penalty: 4701.618164
	Iteration 15Q: 3 clusters Score -1632637 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1632946.625000 Penalty: 4701.618164
	Iteration 16Q: 3 clusters Score -1632947 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1633213.500000 Penalty: 4701.618164
	Iteration 17Q: 3 clusters Score -1633214 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1633429.125000 Penalty: 4701.618164
	Iteration 18Q: 3 clusters Score -1633429 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1633586.625000 Penalty: 4701.618164
	Iteration 19Q: 3 clusters Score -1633587 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1633711.375000 Penalty: 4701.618164
	Iteration 20F: 3 clusters Score -1633711 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1633805.500000 Penalty: 4701.618164
	Iteration 21Q: 3 clusters Score -1633806 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1633874.500000 Penalty: 4701.618164
	Iteration 22Q: 3 clusters Score -1633874 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1633927.625000 Penalty: 4701.618164
	Iteration 23Q: 3 clusters Score -1633928 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1633964.750000 Penalty: 4701.618164
	Iteration 24Q: 3 clusters Score -1633965 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1633993.000000 Penalty: 4701.618164
	Iteration 25Q: 3 clusters Score -1633993 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1634032.250000 Penalty: 4701.618164
	Iteration 26Q: 3 clusters Score -1634032 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1634062.875000 Penalty: 4701.618164
	Iteration 27Q: 3 clusters Score -1634063 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1634081.000000 Penalty: 4701.618164
	Iteration 28Q: 3 clusters Score -1634081 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1634110.375000 Penalty: 4701.618164
	Iteration 29Q: 3 clusters Score -1634110 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1634151.750000 Penalty: 4701.618164
	Iteration 30Q: 3 clusters Score -1634152 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1634180.375000 Penalty: 4701.618164
	Iteration 31Q: 3 clusters Score -1634180 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1634203.250000 Penalty: 4701.618164
	Iteration 32Q: 3 clusters Score -1634203 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1634226.750000 Penalty: 4701.618164
	Iteration 33Q: 3 clusters Score -1634227 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1634238.375000 Penalty: 4701.618164
	Iteration 34Q: 3 clusters Score -1634238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1634255.250000 Penalty: 4701.618164
	Iteration 35Q: 3 clusters Score -1634255 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1634265.625000 Penalty: 4701.618164
	Iteration 36Q: 3 clusters Score -1634266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1634277.375000 Penalty: 4701.618164
	Iteration 37Q: 3 clusters Score -1634277 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1634288.625000 Penalty: 4701.618164
	Iteration 38Q: 3 clusters Score -1634289 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1634298.250000 Penalty: 4701.618164
	Iteration 39Q: 3 clusters Score -1634298 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1634309.750000 Penalty: 4701.618164
	Iteration 40F: 3 clusters Score -1634310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1634322.875000 Penalty: 4701.618164
	Iteration 41Q: 3 clusters Score -1634323 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1634336.750000 Penalty: 4701.618164
	Iteration 42Q: 3 clusters Score -1634337 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1634342.875000 Penalty: 4701.618164
	Iteration 43Q: 3 clusters Score -1634343 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1634356.500000 Penalty: 4701.618164
	Iteration 44Q: 3 clusters Score -1634356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1634373.500000 Penalty: 4701.618164
	Iteration 45Q: 3 clusters Score -1634374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1634386.500000 Penalty: 4701.618164
	Iteration 46Q: 3 clusters Score -1634386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1634391.875000 Penalty: 4701.618164
	Iteration 47Q: 3 clusters Score -1634392 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1634401.500000 Penalty: 4701.618164
	Iteration 48Q: 3 clusters Score -1634402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1634413.000000 Penalty: 4701.618164
	Iteration 49Q: 3 clusters Score -1634413 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1634424.625000 Penalty: 4701.618164
	Iteration 50Q: 3 clusters Score -1634425 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1634432.875000 Penalty: 4701.618164
	Iteration 51Q: 3 clusters Score -1634433 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1634444.250000 Penalty: 4701.618164
	Iteration 52Q: 3 clusters Score -1634444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1634455.125000 Penalty: 4701.618164
	Iteration 53Q: 3 clusters Score -1634455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1634468.625000 Penalty: 4701.618164
	Iteration 54Q: 3 clusters Score -1634469 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1634474.625000 Penalty: 4701.618164
	Iteration 55Q: 3 clusters Score -1634475 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1634478.625000 Penalty: 4701.618164
	Iteration 56Q: 3 clusters Score -1634479 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1634488.750000 Penalty: 4701.618164
	Iteration 57Q: 3 clusters Score -1634489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1634504.500000 Penalty: 4701.618164
	Iteration 58Q: 3 clusters Score -1634504 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1634509.875000 Penalty: 4701.618164
	Iteration 59Q: 3 clusters Score -1634510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1634517.625000 Penalty: 4701.618164
	Iteration 60F: 3 clusters Score -1634518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1634522.750000 Penalty: 4701.618164
	Iteration 61Q: 3 clusters Score -1634523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1634533.625000 Penalty: 4701.618164
	Iteration 62Q: 3 clusters Score -1634534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1634534.625000 Penalty: 4701.618164
	Iteration 63Q: 3 clusters Score -1634535 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1634547.625000 Penalty: 4701.618164
	Iteration 64Q: 3 clusters Score -1634548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1634555.625000 Penalty: 4701.618164
	Iteration 65Q: 3 clusters Score -1634556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1634564.125000 Penalty: 4701.618164
	Iteration 66Q: 3 clusters Score -1634564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1634568.750000 Penalty: 4701.618164
	Iteration 67Q: 3 clusters Score -1634569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1634574.875000 Penalty: 4701.618164
	Iteration 68Q: 3 clusters Score -1634575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1634584.875000 Penalty: 4701.618164
	Iteration 69Q: 3 clusters Score -1634585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1634591.750000 Penalty: 4701.618164
	Iteration 70Q: 3 clusters Score -1634592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1634593.625000 Penalty: 4701.618164
	Iteration 71Q: 3 clusters Score -1634594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1634597.750000 Penalty: 4701.618164
	Iteration 72Q: 3 clusters Score -1634598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1634602.875000 Penalty: 4701.618164
	Iteration 73Q: 3 clusters Score -1634603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1634601.500000 Penalty: 4701.618164
	Iteration 74Q: 3 clusters Score -1634602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1634602.875000 Penalty: 4701.618164
	Iteration 75Q: 3 clusters Score -1634603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1634603.000000 Penalty: 4701.618164
	Iteration 76Q: 3 clusters Score -1634603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1634604.875000 Penalty: 4701.618164
	Iteration 77Q: 3 clusters Score -1634605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1634604.375000 Penalty: 4701.618164
	Iteration 78Q: 3 clusters Score -1634604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1634601.000000 Penalty: 4701.618164
	Iteration 79Q: 3 clusters Score -1634601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1634607.000000 Penalty: 4701.618164
	Iteration 80F: 3 clusters Score -1634607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1634607.125000 Penalty: 4701.618164
	Iteration 81Q: 3 clusters Score -1634607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1634609.500000 Penalty: 4701.618164
	Iteration 82Q: 3 clusters Score -1634610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1634610.125000 Penalty: 4701.618164
	Iteration 83Q: 3 clusters Score -1634610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1634611.250000 Penalty: 4701.618164
	Iteration 84Q: 3 clusters Score -1634611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1634612.000000 Penalty: 4701.618164
	Iteration 85Q: 3 clusters Score -1634612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1634618.750000 Penalty: 4701.618164
	Iteration 86Q: 3 clusters Score -1634619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1634622.000000 Penalty: 4701.618164
	Iteration 87Q: 3 clusters Score -1634622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1634624.375000 Penalty: 4701.618164
	Iteration 88Q: 3 clusters Score -1634624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1634623.125000 Penalty: 4701.618164
	Iteration 89Q: 3 clusters Score -1634623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1634625.250000 Penalty: 4701.618164
	Iteration 90Q: 3 clusters Score -1634625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1634628.000000 Penalty: 4701.618164
	Iteration 91Q: 3 clusters Score -1634628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1634628.750000 Penalty: 4701.618164
	Iteration 92Q: 3 clusters Score -1634629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1634628.250000 Penalty: 4701.618164
	Iteration 93Q: 3 clusters Score -1634628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1634630.125000 Penalty: 4701.618164
	Iteration 94Q: 3 clusters Score -1634630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1634631.125000 Penalty: 4701.618164
	Iteration 95Q: 3 clusters Score -1634631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1634638.750000 Penalty: 4701.618164
	Iteration 96Q: 3 clusters Score -1634639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1634639.875000 Penalty: 4701.618164
	Iteration 97Q: 3 clusters Score -1634640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1634639.250000 Penalty: 4701.618164
	Iteration 98Q: 3 clusters Score -1634639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1634643.000000 Penalty: 4701.618164
	Iteration 99Q: 3 clusters Score -1634643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1634643.125000 Penalty: 4701.618164
	Iteration 100F: 3 clusters Score -1634643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1634643.375000 Penalty: 4701.618164
	Iteration 101Q: 3 clusters Score -1634643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1634645.000000 Penalty: 4701.618164
	Iteration 102Q: 3 clusters Score -1634645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1634643.625000 Penalty: 4701.618164
	Iteration 103Q: 3 clusters Score -1634644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1634646.125000 Penalty: 4701.618164
	Iteration 104Q: 3 clusters Score -1634646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1634646.000000 Penalty: 4701.618164
	Iteration 105Q: 3 clusters Score -1634646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1634647.750000 Penalty: 4701.618164
	Iteration 106Q: 3 clusters Score -1634648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1634648.625000 Penalty: 4701.618164
	Iteration 107Q: 3 clusters Score -1634649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1634645.500000 Penalty: 4701.618164
	Iteration 108Q: 3 clusters Score -1634646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1634645.750000 Penalty: 4701.618164
	Iteration 109Q: 3 clusters Score -1634646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1634648.375000 Penalty: 4701.618164
	Iteration 110Q: 3 clusters Score -1634648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1634650.250000 Penalty: 4701.618164
	Iteration 111Q: 3 clusters Score -1634650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1634652.750000 Penalty: 4701.618164
	Iteration 112Q: 3 clusters Score -1634653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1634653.500000 Penalty: 4701.618164
	Iteration 113Q: 3 clusters Score -1634654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1634653.250000 Penalty: 4701.618164
	Iteration 114Q: 3 clusters Score -1634653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1634654.250000 Penalty: 4701.618164
	Iteration 115Q: 3 clusters Score -1634654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1634651.625000 Penalty: 4701.618164
	Iteration 116Q: 3 clusters Score -1634652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1634653.500000 Penalty: 4701.618164
	Iteration 117Q: 3 clusters Score -1634654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1634653.500000 Penalty: 4701.618164
	Iteration 118F: 3 clusters Score -1634654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -26984.328125 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -26984.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -25814.269531 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -25814.27 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26107.605469 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -26107.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26484.513672 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -26484.51 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26951.296875 Penalty: 2832.371582
	Iteration 3F: 3 clusters Score -26951.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -27346.583984 Penalty: 2832.371582
	Iteration 4F: 3 clusters Score -27346.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -27515.722656 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -27515.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27598.814453 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -27598.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -27674.287109 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -27674.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -27680.470703 Penalty: 2832.371582
	Iteration 8F: 3 clusters Score -27680.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -27786.628906 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -27786.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -27786.628906 Penalty: 2832.371582
	Iteration 10F: 3 clusters Score -27786.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262523 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60864 members 
Mstep: Class 4 contains 17664 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182333 members 
Mstep: Class 7 contains 25566 members 
Mstep: Class 8 contains 8237 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58583 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69201 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65504 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250152 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8171 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 35074 members 
Mstep: Class 26 contains 10165 members 
Mstep: Class 27 contains 11884 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38135 members 
Mstep: Class 30 contains 13083 members 
Mstep: Class 31 contains 210 members 
Mstep: Class 32 contains 27564 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25220 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8624 members 
Mstep: Class 41 contains 92 members 
Entering Unmasked Estep 
Score: -148076384.000000 Penalty: 142708.921875
Splitting cluster 31 changes total score from -148077664.000000 to -148076384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (27564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Entering Unmasked Estep 
Score: -3302763.250000 Penalty: 2535.617920
	Iteration 0F: 2 clusters Score -3302763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3283816.250000 Penalty: 5071.235840
	Iteration 0F: 3 clusters Score -3283816 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -3290459.000000 Penalty: 5071.235840
	Iteration 1F: 3 clusters Score -3290459 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -3291219.500000 Penalty: 5071.235840
	Iteration 2F: 3 clusters Score -3291220 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3292157.250000 Penalty: 5071.235840
	Iteration 3F: 3 clusters Score -3292157 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -3293318.000000 Penalty: 5071.235840
	Iteration 4F: 3 clusters Score -3293318 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3294646.250000 Penalty: 5071.235840
	Iteration 5F: 3 clusters Score -3294646 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -3296043.500000 Penalty: 5071.235840
	Iteration 6F: 3 clusters Score -3296044 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3297399.750000 Penalty: 5071.235840
	Iteration 7F: 3 clusters Score -3297400 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -3298560.500000 Penalty: 5071.235840
	Iteration 8Q: 3 clusters Score -3298560 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -3299578.000000 Penalty: 5071.235840
	Iteration 9Q: 3 clusters Score -3299578 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 24453 members 
Entering Unmasked Estep 
Score: -3300319.000000 Penalty: 5071.235840
	Iteration 10Q: 3 clusters Score -3300319 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3300723.500000 Penalty: 5071.235840
	Iteration 11Q: 3 clusters Score -3300724 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -3300970.750000 Penalty: 5071.235840
	Iteration 12Q: 3 clusters Score -3300971 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3301110.500000 Penalty: 5071.235840
	Iteration 13Q: 3 clusters Score -3301110 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3301201.750000 Penalty: 5071.235840
	Iteration 14Q: 3 clusters Score -3301202 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3301243.500000 Penalty: 5071.235840
	Iteration 15Q: 3 clusters Score -3301244 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3301273.250000 Penalty: 5071.235840
	Iteration 16Q: 3 clusters Score -3301273 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3301288.500000 Penalty: 5071.235840
	Iteration 17Q: 3 clusters Score -3301288 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -3301304.750000 Penalty: 5071.235840
	Iteration 18Q: 3 clusters Score -3301305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3301312.500000 Penalty: 5071.235840
	Iteration 19Q: 3 clusters Score -3301312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3301320.250000 Penalty: 5071.235840
	Iteration 20F: 3 clusters Score -3301320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3301329.750000 Penalty: 5071.235840
	Iteration 21Q: 3 clusters Score -3301330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3301339.000000 Penalty: 5071.235840
	Iteration 22Q: 3 clusters Score -3301339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3301340.000000 Penalty: 5071.235840
	Iteration 23Q: 3 clusters Score -3301340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -3301354.750000 Penalty: 5071.235840
	Iteration 24Q: 3 clusters Score -3301355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3301356.000000 Penalty: 5071.235840
	Iteration 25Q: 3 clusters Score -3301356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -3301363.750000 Penalty: 5071.235840
	Iteration 26Q: 3 clusters Score -3301364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3301354.500000 Penalty: 5071.235840
	Iteration 27Q: 3 clusters Score -3301354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3301354.250000 Penalty: 5071.235840
	Iteration 28Q: 3 clusters Score -3301354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3301352.750000 Penalty: 5071.235840
	Iteration 29Q: 3 clusters Score -3301353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3301353.250000 Penalty: 5071.235840
	Iteration 30Q: 3 clusters Score -3301353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3301357.250000 Penalty: 5071.235840
	Iteration 31Q: 3 clusters Score -3301357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3301356.000000 Penalty: 5071.235840
	Iteration 32Q: 3 clusters Score -3301356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3301363.500000 Penalty: 5071.235840
	Iteration 33Q: 3 clusters Score -3301364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3301366.750000 Penalty: 5071.235840
	Iteration 34Q: 3 clusters Score -3301367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3301370.500000 Penalty: 5071.235840
	Iteration 35Q: 3 clusters Score -3301370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3301375.000000 Penalty: 5071.235840
	Iteration 36Q: 3 clusters Score -3301375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -3301373.500000 Penalty: 5071.235840
	Iteration 37Q: 3 clusters Score -3301374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3301378.250000 Penalty: 5071.235840
	Iteration 38Q: 3 clusters Score -3301378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3301379.250000 Penalty: 5071.235840
	Iteration 39Q: 3 clusters Score -3301379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3301382.750000 Penalty: 5071.235840
	Iteration 40F: 3 clusters Score -3301383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3301385.500000 Penalty: 5071.235840
	Iteration 41Q: 3 clusters Score -3301386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -3301384.750000 Penalty: 5071.235840
	Iteration 42Q: 3 clusters Score -3301385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3301390.250000 Penalty: 5071.235840
	Iteration 43Q: 3 clusters Score -3301390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3301387.250000 Penalty: 5071.235840
	Iteration 44Q: 3 clusters Score -3301387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3301390.000000 Penalty: 5071.235840
	Iteration 45Q: 3 clusters Score -3301390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3301388.750000 Penalty: 5071.235840
	Iteration 46Q: 3 clusters Score -3301389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3301389.250000 Penalty: 5071.235840
	Iteration 47Q: 3 clusters Score -3301389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -3301389.250000 Penalty: 5071.235840
	Iteration 48F: 3 clusters Score -3301389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Entering Unmasked Estep 
Score: -226982.375000 Penalty: 1898.536865
	Iteration 0F: 2 clusters Score -226982.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -224315.109375 Penalty: 3797.073730
	Iteration 0F: 3 clusters Score -224315.1 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -224976.625000 Penalty: 3797.073730
	Iteration 1F: 3 clusters Score -224976.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -225329.218750 Penalty: 3797.073730
	Iteration 2F: 3 clusters Score -225329.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -225687.046875 Penalty: 3797.073730
	Iteration 3F: 3 clusters Score -225687 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -225992.796875 Penalty: 3797.073730
	Iteration 4F: 3 clusters Score -225992.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -226178.062500 Penalty: 3797.073730
	Iteration 5F: 3 clusters Score -226178.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -226294.703125 Penalty: 3797.073730
	Iteration 6Q: 3 clusters Score -226294.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -226366.234375 Penalty: 3797.073730
	Iteration 7Q: 3 clusters Score -226366.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -226410.046875 Penalty: 3797.073730
	Iteration 8Q: 3 clusters Score -226410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -226438.031250 Penalty: 3797.073730
	Iteration 9Q: 3 clusters Score -226438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -226458.859375 Penalty: 3797.073730
	Iteration 10Q: 3 clusters Score -226458.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -226481.765625 Penalty: 3797.073730
	Iteration 11Q: 3 clusters Score -226481.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -226500.187500 Penalty: 3797.073730
	Iteration 12Q: 3 clusters Score -226500.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -226515.500000 Penalty: 3797.073730
	Iteration 13Q: 3 clusters Score -226515.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -226523.984375 Penalty: 3797.073730
	Iteration 14Q: 3 clusters Score -226524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -226530.062500 Penalty: 3797.073730
	Iteration 15Q: 3 clusters Score -226530.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -226533.859375 Penalty: 3797.073730
	Iteration 16Q: 3 clusters Score -226533.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -226537.953125 Penalty: 3797.073730
	Iteration 17Q: 3 clusters Score -226538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -226540.718750 Penalty: 3797.073730
	Iteration 18Q: 3 clusters Score -226540.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -226542.250000 Penalty: 3797.073730
	Iteration 19Q: 3 clusters Score -226542.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -226543.000000 Penalty: 3797.073730
	Iteration 20F: 3 clusters Score -226543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -226543.937500 Penalty: 3797.073730
	Iteration 21Q: 3 clusters Score -226543.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -226545.062500 Penalty: 3797.073730
	Iteration 22Q: 3 clusters Score -226545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -226556.734375 Penalty: 3797.073730
	Iteration 23Q: 3 clusters Score -226556.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -226557.046875 Penalty: 3797.073730
	Iteration 24Q: 3 clusters Score -226557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -226557.421875 Penalty: 3797.073730
	Iteration 25Q: 3 clusters Score -226557.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -226557.421875 Penalty: 3797.073730
	Iteration 26F: 3 clusters Score -226557.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Entering Unmasked Estep 
Score: -58016.710938 Penalty: 1563.049561
	Iteration 0F: 2 clusters Score -58016.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56537.406250 Penalty: 3126.099121
	Iteration 0F: 3 clusters Score -56537.41 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -56864.320312 Penalty: 3126.099121
	Iteration 1F: 3 clusters Score -56864.32 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -57040.460938 Penalty: 3126.099121
	Iteration 2F: 3 clusters Score -57040.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57176.402344 Penalty: 3126.099121
	Iteration 3Q: 3 clusters Score -57176.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -57292.855469 Penalty: 3126.099121
	Iteration 4Q: 3 clusters Score -57292.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -57363.855469 Penalty: 3126.099121
	Iteration 5Q: 3 clusters Score -57363.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -57424.179688 Penalty: 3126.099121
	Iteration 6Q: 3 clusters Score -57424.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -57494.722656 Penalty: 3126.099121
	Iteration 7Q: 3 clusters Score -57494.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -57622.187500 Penalty: 3126.099121
	Iteration 8Q: 3 clusters Score -57622.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -57650.753906 Penalty: 3126.099121
	Iteration 9Q: 3 clusters Score -57650.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -57685.320312 Penalty: 3126.099121
	Iteration 10Q: 3 clusters Score -57685.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -57713.863281 Penalty: 3126.099121
	Iteration 11Q: 3 clusters Score -57713.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -57748.265625 Penalty: 3126.099121
	Iteration 12Q: 3 clusters Score -57748.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -57800.441406 Penalty: 3126.099121
	Iteration 13Q: 3 clusters Score -57800.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -57855.375000 Penalty: 3126.099121
	Iteration 14Q: 3 clusters Score -57855.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -57969.441406 Penalty: 3126.099121
	Iteration 15Q: 3 clusters Score -57969.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58056.078125 Penalty: 3126.099121
	Iteration 16Q: 3 clusters Score -58056.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58091.523438 Penalty: 3126.099121
	Iteration 17Q: 3 clusters Score -58091.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -58092.593750 Penalty: 3126.099121
	Iteration 18Q: 3 clusters Score -58092.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -58092.593750 Penalty: 3126.099121
	Iteration 19F: 3 clusters Score -58092.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262523 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60864 members 
Mstep: Class 4 contains 17664 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182333 members 
Mstep: Class 7 contains 25566 members 
Mstep: Class 8 contains 8237 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58583 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69201 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65504 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250152 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8171 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 35074 members 
Mstep: Class 26 contains 10165 members 
Mstep: Class 27 contains 11884 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38135 members 
Mstep: Class 30 contains 13083 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27564 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 25220 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8624 members 
Mstep: Class 41 contains 327 members 
Entering Unmasked Estep 
Score: -148075760.000000 Penalty: 142708.921875
Splitting cluster 34 changes total score from -148077664.000000 to -148075760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (25220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Entering Unmasked Estep 
Score: -3074080.250000 Penalty: 2513.577148
	Iteration 0F: 2 clusters Score -3074080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -3056544.000000 Penalty: 5027.154297
	Iteration 0F: 3 clusters Score -3056544 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3062555.500000 Penalty: 5027.154297
	Iteration 1F: 3 clusters Score -3062556 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -3063003.500000 Penalty: 5027.154297
	Iteration 2Q: 3 clusters Score -3063004 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3063428.500000 Penalty: 5027.154297
	Iteration 3Q: 3 clusters Score -3063428 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -3063846.750000 Penalty: 5027.154297
	Iteration 4Q: 3 clusters Score -3063847 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -3064337.500000 Penalty: 5027.154297
	Iteration 5Q: 3 clusters Score -3064338 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -3064886.750000 Penalty: 5027.154297
	Iteration 6Q: 3 clusters Score -3064887 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -3065518.250000 Penalty: 5027.154297
	Iteration 7Q: 3 clusters Score -3065518 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -3066322.000000 Penalty: 5027.154297
	Iteration 8Q: 3 clusters Score -3066322 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -3067154.750000 Penalty: 5027.154297
	Iteration 9Q: 3 clusters Score -3067155 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -3067959.000000 Penalty: 5027.154297
	Iteration 10Q: 3 clusters Score -3067959 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -3068838.500000 Penalty: 5027.154297
	Iteration 11Q: 3 clusters Score -3068838 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -3069493.500000 Penalty: 5027.154297
	Iteration 12Q: 3 clusters Score -3069494 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -3069874.750000 Penalty: 5027.154297
	Iteration 13Q: 3 clusters Score -3069875 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -3070078.750000 Penalty: 5027.154297
	Iteration 14Q: 3 clusters Score -3070079 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -3070208.750000 Penalty: 5027.154297
	Iteration 15Q: 3 clusters Score -3070209 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3070298.250000 Penalty: 5027.154297
	Iteration 16Q: 3 clusters Score -3070298 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -3070394.250000 Penalty: 5027.154297
	Iteration 17Q: 3 clusters Score -3070394 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3070475.250000 Penalty: 5027.154297
	Iteration 18Q: 3 clusters Score -3070475 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -3070554.500000 Penalty: 5027.154297
	Iteration 19Q: 3 clusters Score -3070554 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -3070637.500000 Penalty: 5027.154297
	Iteration 20F: 3 clusters Score -3070638 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -3070722.750000 Penalty: 5027.154297
	Iteration 21Q: 3 clusters Score -3070723 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3070806.250000 Penalty: 5027.154297
	Iteration 22Q: 3 clusters Score -3070806 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -3070882.250000 Penalty: 5027.154297
	Iteration 23Q: 3 clusters Score -3070882 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3070957.500000 Penalty: 5027.154297
	Iteration 24Q: 3 clusters Score -3070958 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3071033.500000 Penalty: 5027.154297
	Iteration 25Q: 3 clusters Score -3071034 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3071124.250000 Penalty: 5027.154297
	Iteration 26Q: 3 clusters Score -3071124 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3071188.250000 Penalty: 5027.154297
	Iteration 27Q: 3 clusters Score -3071188 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3071263.000000 Penalty: 5027.154297
	Iteration 28Q: 3 clusters Score -3071263 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3071321.000000 Penalty: 5027.154297
	Iteration 29Q: 3 clusters Score -3071321 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -3071392.000000 Penalty: 5027.154297
	Iteration 30Q: 3 clusters Score -3071392 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3071459.750000 Penalty: 5027.154297
	Iteration 31Q: 3 clusters Score -3071460 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3071522.500000 Penalty: 5027.154297
	Iteration 32Q: 3 clusters Score -3071522 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3071602.000000 Penalty: 5027.154297
	Iteration 33Q: 3 clusters Score -3071602 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3071652.750000 Penalty: 5027.154297
	Iteration 34Q: 3 clusters Score -3071653 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3071688.500000 Penalty: 5027.154297
	Iteration 35Q: 3 clusters Score -3071688 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3071735.250000 Penalty: 5027.154297
	Iteration 36Q: 3 clusters Score -3071735 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3071759.500000 Penalty: 5027.154297
	Iteration 37Q: 3 clusters Score -3071760 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3071770.000000 Penalty: 5027.154297
	Iteration 38Q: 3 clusters Score -3071770 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3071778.500000 Penalty: 5027.154297
	Iteration 39Q: 3 clusters Score -3071778 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3071812.500000 Penalty: 5027.154297
	Iteration 40F: 3 clusters Score -3071812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3071822.500000 Penalty: 5027.154297
	Iteration 41Q: 3 clusters Score -3071822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3071841.500000 Penalty: 5027.154297
	Iteration 42Q: 3 clusters Score -3071842 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3071858.750000 Penalty: 5027.154297
	Iteration 43Q: 3 clusters Score -3071859 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3071891.000000 Penalty: 5027.154297
	Iteration 44Q: 3 clusters Score -3071891 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3071915.500000 Penalty: 5027.154297
	Iteration 45Q: 3 clusters Score -3071916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3071934.000000 Penalty: 5027.154297
	Iteration 46Q: 3 clusters Score -3071934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3071958.250000 Penalty: 5027.154297
	Iteration 47Q: 3 clusters Score -3071958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3071984.750000 Penalty: 5027.154297
	Iteration 48Q: 3 clusters Score -3071985 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3072009.750000 Penalty: 5027.154297
	Iteration 49Q: 3 clusters Score -3072010 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3072038.250000 Penalty: 5027.154297
	Iteration 50Q: 3 clusters Score -3072038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3072060.500000 Penalty: 5027.154297
	Iteration 51Q: 3 clusters Score -3072060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3072074.000000 Penalty: 5027.154297
	Iteration 52Q: 3 clusters Score -3072074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3072095.500000 Penalty: 5027.154297
	Iteration 53Q: 3 clusters Score -3072096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3072111.750000 Penalty: 5027.154297
	Iteration 54Q: 3 clusters Score -3072112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3072133.000000 Penalty: 5027.154297
	Iteration 55Q: 3 clusters Score -3072133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3072142.000000 Penalty: 5027.154297
	Iteration 56Q: 3 clusters Score -3072142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3072150.500000 Penalty: 5027.154297
	Iteration 57Q: 3 clusters Score -3072150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3072153.750000 Penalty: 5027.154297
	Iteration 58Q: 3 clusters Score -3072154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3072153.000000 Penalty: 5027.154297
	Iteration 59Q: 3 clusters Score -3072153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3072154.750000 Penalty: 5027.154297
	Iteration 60F: 3 clusters Score -3072155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3072155.250000 Penalty: 5027.154297
	Iteration 61Q: 3 clusters Score -3072155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3072159.500000 Penalty: 5027.154297
	Iteration 62Q: 3 clusters Score -3072160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3072163.000000 Penalty: 5027.154297
	Iteration 63Q: 3 clusters Score -3072163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3072164.250000 Penalty: 5027.154297
	Iteration 64Q: 3 clusters Score -3072164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3072166.000000 Penalty: 5027.154297
	Iteration 65Q: 3 clusters Score -3072166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3072166.000000 Penalty: 5027.154297
	Iteration 66F: 3 clusters Score -3072166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -57331.953125 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -57331.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55836.796875 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -55836.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56004.828125 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -56004.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56056.656250 Penalty: 3080.457520
	Iteration 2Q: 3 clusters Score -56056.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56061.000000 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -56061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56072.250000 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -56072.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56083.953125 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -56083.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56088.070312 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -56088.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56093.523438 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -56093.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56097.500000 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -56097.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56098.988281 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -56098.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56100.484375 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -56100.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -56100.484375 Penalty: 3080.457520
	Iteration 11F: 3 clusters Score -56100.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Entering Unmasked Estep 
Score: -728759.812500 Penalty: 2163.199707
	Iteration 0F: 2 clusters Score -728759.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -723548.437500 Penalty: 4326.399414
	Iteration 0F: 3 clusters Score -723548.4 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -725003.437500 Penalty: 4326.399414
	Iteration 1F: 3 clusters Score -725003.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -725430.000000 Penalty: 4326.399414
	Iteration 2F: 3 clusters Score -725430 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -725831.812500 Penalty: 4326.399414
	Iteration 3F: 3 clusters Score -725831.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -726188.687500 Penalty: 4326.399414
	Iteration 4F: 3 clusters Score -726188.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -726507.500000 Penalty: 4326.399414
	Iteration 5F: 3 clusters Score -726507.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -726754.187500 Penalty: 4326.399414
	Iteration 6F: 3 clusters Score -726754.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -726915.125000 Penalty: 4326.399414
	Iteration 7Q: 3 clusters Score -726915.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -727022.875000 Penalty: 4326.399414
	Iteration 8Q: 3 clusters Score -727022.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -727082.500000 Penalty: 4326.399414
	Iteration 9Q: 3 clusters Score -727082.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -727120.437500 Penalty: 4326.399414
	Iteration 10Q: 3 clusters Score -727120.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -727149.250000 Penalty: 4326.399414
	Iteration 11Q: 3 clusters Score -727149.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -727161.250000 Penalty: 4326.399414
	Iteration 12Q: 3 clusters Score -727161.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -727169.312500 Penalty: 4326.399414
	Iteration 13Q: 3 clusters Score -727169.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -727174.875000 Penalty: 4326.399414
	Iteration 14Q: 3 clusters Score -727174.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -727179.750000 Penalty: 4326.399414
	Iteration 15Q: 3 clusters Score -727179.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -727184.437500 Penalty: 4326.399414
	Iteration 16Q: 3 clusters Score -727184.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -727188.062500 Penalty: 4326.399414
	Iteration 17Q: 3 clusters Score -727188.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -727192.000000 Penalty: 4326.399414
	Iteration 18Q: 3 clusters Score -727192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -727195.812500 Penalty: 4326.399414
	Iteration 19Q: 3 clusters Score -727195.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -727198.687500 Penalty: 4326.399414
	Iteration 20F: 3 clusters Score -727198.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -727201.187500 Penalty: 4326.399414
	Iteration 21Q: 3 clusters Score -727201.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -727201.562500 Penalty: 4326.399414
	Iteration 22Q: 3 clusters Score -727201.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -727205.312500 Penalty: 4326.399414
	Iteration 23Q: 3 clusters Score -727205.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -727208.250000 Penalty: 4326.399414
	Iteration 24Q: 3 clusters Score -727208.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -727213.312500 Penalty: 4326.399414
	Iteration 25Q: 3 clusters Score -727213.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -727219.250000 Penalty: 4326.399414
	Iteration 26Q: 3 clusters Score -727219.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -727222.562500 Penalty: 4326.399414
	Iteration 27Q: 3 clusters Score -727222.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -727224.125000 Penalty: 4326.399414
	Iteration 28Q: 3 clusters Score -727224.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -727228.500000 Penalty: 4326.399414
	Iteration 29Q: 3 clusters Score -727228.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -727229.437500 Penalty: 4326.399414
	Iteration 30Q: 3 clusters Score -727229.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -727229.687500 Penalty: 4326.399414
	Iteration 31Q: 3 clusters Score -727229.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -727232.500000 Penalty: 4326.399414
	Iteration 32Q: 3 clusters Score -727232.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -727233.875000 Penalty: 4326.399414
	Iteration 33Q: 3 clusters Score -727233.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -727234.750000 Penalty: 4326.399414
	Iteration 34Q: 3 clusters Score -727234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -727236.375000 Penalty: 4326.399414
	Iteration 35Q: 3 clusters Score -727236.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -727236.375000 Penalty: 4326.399414
	Iteration 36F: 3 clusters Score -727236.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Entering Unmasked Estep 
Score: -743064.687500 Penalty: 2176.757324
	Iteration 0F: 2 clusters Score -743064.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -737623.437500 Penalty: 4353.514648
	Iteration 0F: 3 clusters Score -737623.4 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -739068.312500 Penalty: 4353.514648
	Iteration 1F: 3 clusters Score -739068.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -739455.625000 Penalty: 4353.514648
	Iteration 2F: 3 clusters Score -739455.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -739864.062500 Penalty: 4353.514648
	Iteration 3F: 3 clusters Score -739864.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -740245.437500 Penalty: 4353.514648
	Iteration 4F: 3 clusters Score -740245.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -740568.937500 Penalty: 4353.514648
	Iteration 5F: 3 clusters Score -740568.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -740858.937500 Penalty: 4353.514648
	Iteration 6F: 3 clusters Score -740858.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -741124.375000 Penalty: 4353.514648
	Iteration 7F: 3 clusters Score -741124.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -741352.562500 Penalty: 4353.514648
	Iteration 8Q: 3 clusters Score -741352.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -741559.500000 Penalty: 4353.514648
	Iteration 9Q: 3 clusters Score -741559.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -741776.500000 Penalty: 4353.514648
	Iteration 10Q: 3 clusters Score -741776.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -741927.312500 Penalty: 4353.514648
	Iteration 11Q: 3 clusters Score -741927.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -742013.625000 Penalty: 4353.514648
	Iteration 12Q: 3 clusters Score -742013.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -742072.875000 Penalty: 4353.514648
	Iteration 13Q: 3 clusters Score -742072.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -742101.750000 Penalty: 4353.514648
	Iteration 14Q: 3 clusters Score -742101.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -742121.187500 Penalty: 4353.514648
	Iteration 15Q: 3 clusters Score -742121.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -742133.562500 Penalty: 4353.514648
	Iteration 16Q: 3 clusters Score -742133.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -742146.250000 Penalty: 4353.514648
	Iteration 17Q: 3 clusters Score -742146.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -742156.937500 Penalty: 4353.514648
	Iteration 18Q: 3 clusters Score -742156.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -742163.437500 Penalty: 4353.514648
	Iteration 19Q: 3 clusters Score -742163.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -742168.250000 Penalty: 4353.514648
	Iteration 20F: 3 clusters Score -742168.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -742170.875000 Penalty: 4353.514648
	Iteration 21Q: 3 clusters Score -742170.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -742173.437500 Penalty: 4353.514648
	Iteration 22Q: 3 clusters Score -742173.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -742175.250000 Penalty: 4353.514648
	Iteration 23Q: 3 clusters Score -742175.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -742174.875000 Penalty: 4353.514648
	Iteration 24Q: 3 clusters Score -742174.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -742174.812500 Penalty: 4353.514648
	Iteration 25Q: 3 clusters Score -742174.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -742175.125000 Penalty: 4353.514648
	Iteration 26Q: 3 clusters Score -742175.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -742175.562500 Penalty: 4353.514648
	Iteration 27Q: 3 clusters Score -742175.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -742175.812500 Penalty: 4353.514648
	Iteration 28Q: 3 clusters Score -742175.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -742176.500000 Penalty: 4353.514648
	Iteration 29Q: 3 clusters Score -742176.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -742176.750000 Penalty: 4353.514648
	Iteration 30Q: 3 clusters Score -742176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -742176.750000 Penalty: 4353.514648
	Iteration 31F: 3 clusters Score -742176.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -81729.929688 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -81729.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -79984.351562 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -79984.35 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -80264.453125 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -80264.45 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80425.984375 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -80425.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80544.851562 Penalty: 3298.538330
	Iteration 3F: 3 clusters Score -80544.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80635.851562 Penalty: 3298.538330
	Iteration 4Q: 3 clusters Score -80635.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80695.062500 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -80695.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -80749.492188 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -80749.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80791.296875 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -80791.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -80816.703125 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -80816.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -80845.656250 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -80845.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -80857.648438 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -80857.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -80867.046875 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -80867.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -80886.023438 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -80886.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80911.179688 Penalty: 3298.538330
	Iteration 13Q: 3 clusters Score -80911.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80935.820312 Penalty: 3298.538330
	Iteration 14Q: 3 clusters Score -80935.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -80950.312500 Penalty: 3298.538330
	Iteration 15Q: 3 clusters Score -80950.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -80960.609375 Penalty: 3298.538330
	Iteration 16Q: 3 clusters Score -80960.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80973.992188 Penalty: 3298.538330
	Iteration 17Q: 3 clusters Score -80973.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80985.468750 Penalty: 3298.538330
	Iteration 18Q: 3 clusters Score -80985.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -80992.945312 Penalty: 3298.538330
	Iteration 19Q: 3 clusters Score -80992.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -80993.906250 Penalty: 3298.538330
	Iteration 20F: 3 clusters Score -80993.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Entering Unmasked Estep 
Score: -943504.250000 Penalty: 2247.451416
	Iteration 0F: 2 clusters Score -943504.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -936685.187500 Penalty: 4494.902832
	Iteration 0F: 3 clusters Score -936685.2 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -938728.062500 Penalty: 4494.902832
	Iteration 1F: 3 clusters Score -938728.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -939094.375000 Penalty: 4494.902832
	Iteration 2F: 3 clusters Score -939094.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -939365.000000 Penalty: 4494.902832
	Iteration 3F: 3 clusters Score -939365 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -939574.875000 Penalty: 4494.902832
	Iteration 4Q: 3 clusters Score -939574.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -939725.625000 Penalty: 4494.902832
	Iteration 5Q: 3 clusters Score -939725.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -939841.687500 Penalty: 4494.902832
	Iteration 6Q: 3 clusters Score -939841.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -939960.625000 Penalty: 4494.902832
	Iteration 7Q: 3 clusters Score -939960.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -940076.750000 Penalty: 4494.902832
	Iteration 8Q: 3 clusters Score -940076.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -940192.687500 Penalty: 4494.902832
	Iteration 9Q: 3 clusters Score -940192.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -940308.562500 Penalty: 4494.902832
	Iteration 10Q: 3 clusters Score -940308.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -940427.187500 Penalty: 4494.902832
	Iteration 11Q: 3 clusters Score -940427.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -940548.000000 Penalty: 4494.902832
	Iteration 12Q: 3 clusters Score -940548 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -940694.000000 Penalty: 4494.902832
	Iteration 13Q: 3 clusters Score -940694 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -940843.125000 Penalty: 4494.902832
	Iteration 14Q: 3 clusters Score -940843.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -941014.687500 Penalty: 4494.902832
	Iteration 15Q: 3 clusters Score -941014.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -941157.562500 Penalty: 4494.902832
	Iteration 16Q: 3 clusters Score -941157.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -941274.312500 Penalty: 4494.902832
	Iteration 17Q: 3 clusters Score -941274.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -941352.937500 Penalty: 4494.902832
	Iteration 18Q: 3 clusters Score -941352.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -941409.250000 Penalty: 4494.902832
	Iteration 19Q: 3 clusters Score -941409.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -941441.812500 Penalty: 4494.902832
	Iteration 20F: 3 clusters Score -941441.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -941460.437500 Penalty: 4494.902832
	Iteration 21Q: 3 clusters Score -941460.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -941472.625000 Penalty: 4494.902832
	Iteration 22Q: 3 clusters Score -941472.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -941480.500000 Penalty: 4494.902832
	Iteration 23Q: 3 clusters Score -941480.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -941490.812500 Penalty: 4494.902832
	Iteration 24Q: 3 clusters Score -941490.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -941493.937500 Penalty: 4494.902832
	Iteration 25Q: 3 clusters Score -941493.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -941497.312500 Penalty: 4494.902832
	Iteration 26Q: 3 clusters Score -941497.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -941502.500000 Penalty: 4494.902832
	Iteration 27Q: 3 clusters Score -941502.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -941505.062500 Penalty: 4494.902832
	Iteration 28Q: 3 clusters Score -941505.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -941504.812500 Penalty: 4494.902832
	Iteration 29Q: 3 clusters Score -941504.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -941508.187500 Penalty: 4494.902832
	Iteration 30Q: 3 clusters Score -941508.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -941511.250000 Penalty: 4494.902832
	Iteration 31Q: 3 clusters Score -941511.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -941518.250000 Penalty: 4494.902832
	Iteration 32Q: 3 clusters Score -941518.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -941521.000000 Penalty: 4494.902832
	Iteration 33Q: 3 clusters Score -941521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -941524.500000 Penalty: 4494.902832
	Iteration 34Q: 3 clusters Score -941524.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -941524.625000 Penalty: 4494.902832
	Iteration 35Q: 3 clusters Score -941524.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -941527.437500 Penalty: 4494.902832
	Iteration 36Q: 3 clusters Score -941527.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -941531.500000 Penalty: 4494.902832
	Iteration 37Q: 3 clusters Score -941531.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -941531.437500 Penalty: 4494.902832
	Iteration 38Q: 3 clusters Score -941531.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -941534.062500 Penalty: 4494.902832
	Iteration 39Q: 3 clusters Score -941534.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -941536.062500 Penalty: 4494.902832
	Iteration 40F: 3 clusters Score -941536.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -941537.687500 Penalty: 4494.902832
	Iteration 41Q: 3 clusters Score -941537.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -941539.250000 Penalty: 4494.902832
	Iteration 42Q: 3 clusters Score -941539.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -941538.562500 Penalty: 4494.902832
	Iteration 43Q: 3 clusters Score -941538.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -941539.562500 Penalty: 4494.902832
	Iteration 44Q: 3 clusters Score -941539.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -941542.500000 Penalty: 4494.902832
	Iteration 45Q: 3 clusters Score -941542.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -941542.812500 Penalty: 4494.902832
	Iteration 46Q: 3 clusters Score -941542.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -941543.937500 Penalty: 4494.902832
	Iteration 47Q: 3 clusters Score -941543.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -941542.437500 Penalty: 4494.902832
	Iteration 48Q: 3 clusters Score -941542.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -941544.812500 Penalty: 4494.902832
	Iteration 49Q: 3 clusters Score -941544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -941544.812500 Penalty: 4494.902832
	Iteration 50F: 3 clusters Score -941544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262523 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60864 members 
Mstep: Class 4 contains 17664 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182333 members 
Mstep: Class 7 contains 25566 members 
Mstep: Class 8 contains 8237 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58583 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69201 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65504 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250152 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8171 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 35074 members 
Mstep: Class 26 contains 10165 members 
Mstep: Class 27 contains 11884 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38135 members 
Mstep: Class 30 contains 13083 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27564 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25220 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077648.000000 Penalty: 139228.203125
Iteration 199Q: 41 clusters Score -1.480776e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 560 members 
Mstep: Class 1 contains 262530 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60864 members 
Mstep: Class 4 contains 17664 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182330 members 
Mstep: Class 7 contains 25564 members 
Mstep: Class 8 contains 8238 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58583 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69201 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65504 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250148 members 
Mstep: Class 19 contains 369 members 
Mstep: Class 20 contains 8172 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 35076 members 
Mstep: Class 26 contains 10166 members 
Mstep: Class 27 contains 11884 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38129 members 
Mstep: Class 30 contains 13083 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27562 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25223 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148079984.000000 Penalty: 139228.203125
Iteration 200F: 41 clusters Score -1.4808e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 508 members 
Mstep: Class 1 contains 262540 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60865 members 
Mstep: Class 4 contains 17665 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182326 members 
Mstep: Class 7 contains 25563 members 
Mstep: Class 8 contains 8237 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58584 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69200 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65503 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250139 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 20 contains 8171 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 35076 members 
Mstep: Class 26 contains 10167 members 
Mstep: Class 27 contains 11884 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38122 members 
Mstep: Class 30 contains 13083 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27562 members 
Mstep: Class 33 contains 2113 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 25231 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148082432.000000 Penalty: 139228.203125
Iteration 201Q: 41 clusters Score -1.480824e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 262545 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60865 members 
Mstep: Class 4 contains 17666 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182323 members 
Mstep: Class 7 contains 25562 members 
Mstep: Class 8 contains 8240 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58584 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69199 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65503 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250135 members 
Mstep: Class 19 contains 428 members 
Mstep: Class 20 contains 8172 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 35074 members 
Mstep: Class 26 contains 10168 members 
Mstep: Class 27 contains 11884 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38119 members 
Mstep: Class 30 contains 13083 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27562 members 
Mstep: Class 33 contains 2113 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25233 members 
Mstep: Class 36 contains 499 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148082496.000000 Penalty: 139228.203125
Iteration 202Q: 41 clusters Score -1.480825e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 262561 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60865 members 
Mstep: Class 4 contains 17667 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182326 members 
Mstep: Class 7 contains 25561 members 
Mstep: Class 8 contains 8243 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58584 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69197 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65501 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250117 members 
Mstep: Class 19 contains 426 members 
Mstep: Class 20 contains 8172 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 35071 members 
Mstep: Class 26 contains 10172 members 
Mstep: Class 27 contains 11884 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38115 members 
Mstep: Class 30 contains 13083 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27562 members 
Mstep: Class 33 contains 2113 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25235 members 
Mstep: Class 36 contains 501 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148082528.000000 Penalty: 139228.203125
Iteration 203Q: 41 clusters Score -1.480825e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 262576 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60865 members 
Mstep: Class 4 contains 17669 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182331 members 
Mstep: Class 7 contains 25561 members 
Mstep: Class 8 contains 8245 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58583 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69193 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65501 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250105 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 8172 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 35067 members 
Mstep: Class 26 contains 10175 members 
Mstep: Class 27 contains 11884 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38107 members 
Mstep: Class 30 contains 13083 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27562 members 
Mstep: Class 33 contains 2113 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25236 members 
Mstep: Class 36 contains 503 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148082544.000000 Penalty: 139228.203125
Iteration 204Q: 41 clusters Score -1.480825e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 262589 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60865 members 
Mstep: Class 4 contains 17671 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182331 members 
Mstep: Class 7 contains 25559 members 
Mstep: Class 8 contains 8248 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58585 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69189 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65500 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250093 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 8173 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 35068 members 
Mstep: Class 26 contains 10176 members 
Mstep: Class 27 contains 11883 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38104 members 
Mstep: Class 30 contains 13084 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27560 members 
Mstep: Class 33 contains 2113 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25236 members 
Mstep: Class 36 contains 501 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148082656.000000 Penalty: 139228.203125
Iteration 205Q: 41 clusters Score -1.480827e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 262601 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60865 members 
Mstep: Class 4 contains 17670 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182333 members 
Mstep: Class 7 contains 25555 members 
Mstep: Class 8 contains 8250 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58587 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69186 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65497 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250082 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 8173 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 35067 members 
Mstep: Class 26 contains 10178 members 
Mstep: Class 27 contains 11883 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38101 members 
Mstep: Class 30 contains 13087 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27560 members 
Mstep: Class 33 contains 2113 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25235 members 
Mstep: Class 36 contains 501 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148082640.000000 Penalty: 139228.203125
Iteration 206Q: 41 clusters Score -1.480826e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 262612 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60867 members 
Mstep: Class 4 contains 17670 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182326 members 
Mstep: Class 7 contains 25554 members 
Mstep: Class 8 contains 8253 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58586 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69179 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65497 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250077 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 8174 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 35064 members 
Mstep: Class 26 contains 10181 members 
Mstep: Class 27 contains 11887 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38098 members 
Mstep: Class 30 contains 13088 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27559 members 
Mstep: Class 33 contains 2113 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25235 members 
Mstep: Class 36 contains 501 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148082608.000000 Penalty: 139228.203125
Iteration 207Q: 41 clusters Score -1.480826e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 262625 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60867 members 
Mstep: Class 4 contains 17672 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182329 members 
Mstep: Class 7 contains 25553 members 
Mstep: Class 8 contains 8253 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58584 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69175 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65496 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250065 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 8174 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 35061 members 
Mstep: Class 26 contains 10186 members 
Mstep: Class 27 contains 11888 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38094 members 
Mstep: Class 30 contains 13089 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27559 members 
Mstep: Class 33 contains 2113 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25236 members 
Mstep: Class 36 contains 501 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148082592.000000 Penalty: 139228.203125
Iteration 208Q: 41 clusters Score -1.480826e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 262641 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17673 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182319 members 
Mstep: Class 7 contains 25552 members 
Mstep: Class 8 contains 8254 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58583 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69174 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65495 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250058 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 8176 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 35059 members 
Mstep: Class 26 contains 10192 members 
Mstep: Class 27 contains 11887 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38093 members 
Mstep: Class 30 contains 13089 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27559 members 
Mstep: Class 33 contains 2112 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25235 members 
Mstep: Class 36 contains 501 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148082480.000000 Penalty: 139228.203125
Iteration 209Q: 41 clusters Score -1.480825e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 262657 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17673 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182321 members 
Mstep: Class 7 contains 25551 members 
Mstep: Class 8 contains 8256 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58582 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69165 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65496 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250046 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 8179 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 35058 members 
Mstep: Class 26 contains 10191 members 
Mstep: Class 27 contains 11887 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38093 members 
Mstep: Class 30 contains 13090 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27559 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25234 members 
Mstep: Class 36 contains 501 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148082528.000000 Penalty: 139228.203125
Iteration 210Q: 41 clusters Score -1.480825e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 262675 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17673 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182323 members 
Mstep: Class 7 contains 25551 members 
Mstep: Class 8 contains 8257 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58581 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69162 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65495 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250029 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 8181 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 35056 members 
Mstep: Class 26 contains 10193 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38090 members 
Mstep: Class 30 contains 13091 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27560 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25235 members 
Mstep: Class 36 contains 501 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148082624.000000 Penalty: 139228.203125
Iteration 211Q: 41 clusters Score -1.480826e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 262704 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17674 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182323 members 
Mstep: Class 7 contains 25551 members 
Mstep: Class 8 contains 8260 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58582 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69151 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 250005 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 8182 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 35055 members 
Mstep: Class 26 contains 10192 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38089 members 
Mstep: Class 30 contains 13091 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27561 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25240 members 
Mstep: Class 36 contains 501 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148082592.000000 Penalty: 139228.203125
Iteration 212Q: 41 clusters Score -1.480826e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 262727 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17675 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182326 members 
Mstep: Class 7 contains 25551 members 
Mstep: Class 8 contains 8261 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58582 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69139 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65489 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249994 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 8182 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 35055 members 
Mstep: Class 26 contains 10190 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38087 members 
Mstep: Class 30 contains 13091 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27562 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25241 members 
Mstep: Class 36 contains 501 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148082416.000000 Penalty: 139228.203125
Iteration 213Q: 41 clusters Score -1.480824e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 262752 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17676 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182329 members 
Mstep: Class 7 contains 25551 members 
Mstep: Class 8 contains 8262 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58582 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69134 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65487 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249971 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 8183 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5582 members 
Mstep: Class 25 contains 35055 members 
Mstep: Class 26 contains 10189 members 
Mstep: Class 27 contains 11884 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38085 members 
Mstep: Class 30 contains 13092 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27562 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25243 members 
Mstep: Class 36 contains 501 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148082448.000000 Penalty: 139228.203125
Iteration 214Q: 41 clusters Score -1.480824e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 262769 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17674 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182325 members 
Mstep: Class 7 contains 25551 members 
Mstep: Class 8 contains 8261 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58583 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69136 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65488 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249956 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 8185 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5581 members 
Mstep: Class 25 contains 35055 members 
Mstep: Class 26 contains 10189 members 
Mstep: Class 27 contains 11884 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38080 members 
Mstep: Class 30 contains 13091 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27562 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25246 members 
Mstep: Class 36 contains 501 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148082496.000000 Penalty: 139228.203125
Iteration 215Q: 41 clusters Score -1.480825e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 262785 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17674 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182323 members 
Mstep: Class 7 contains 25551 members 
Mstep: Class 8 contains 8260 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58583 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69135 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65488 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249946 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 8185 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 35055 members 
Mstep: Class 26 contains 10189 members 
Mstep: Class 27 contains 11884 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38077 members 
Mstep: Class 30 contains 13092 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27562 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25244 members 
Mstep: Class 36 contains 501 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148082544.000000 Penalty: 139228.203125
Iteration 216Q: 41 clusters Score -1.480825e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 262792 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17674 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182323 members 
Mstep: Class 7 contains 25551 members 
Mstep: Class 8 contains 8259 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58584 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69131 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65488 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249943 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 8186 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5578 members 
Mstep: Class 25 contains 35055 members 
Mstep: Class 26 contains 10189 members 
Mstep: Class 27 contains 11884 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 38071 members 
Mstep: Class 30 contains 13093 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27563 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25244 members 
Mstep: Class 36 contains 501 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148082544.000000 Penalty: 139228.203125
Iteration 217Q: 41 clusters Score -1.480825e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 262805 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17676 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182319 members 
Mstep: Class 7 contains 25550 members 
Mstep: Class 8 contains 8259 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58584 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69129 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65488 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249937 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 8189 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 35056 members 
Mstep: Class 26 contains 10189 members 
Mstep: Class 27 contains 11884 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38069 members 
Mstep: Class 30 contains 13093 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27562 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25243 members 
Mstep: Class 36 contains 501 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148082640.000000 Penalty: 139228.203125
Iteration 218Q: 41 clusters Score -1.480826e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 262823 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17678 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182313 members 
Mstep: Class 7 contains 25550 members 
Mstep: Class 8 contains 8262 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58586 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69122 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65488 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249934 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 8191 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 35056 members 
Mstep: Class 26 contains 10189 members 
Mstep: Class 27 contains 11883 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38064 members 
Mstep: Class 30 contains 13093 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27559 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25244 members 
Mstep: Class 36 contains 501 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148082560.000000 Penalty: 139228.203125
Iteration 219Q: 41 clusters Score -1.480826e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 501 members 
Mstep: Class 1 contains 262849 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17680 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182308 members 
Mstep: Class 7 contains 25550 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58585 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69116 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65490 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249919 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 8191 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5567 members 
Mstep: Class 25 contains 35056 members 
Mstep: Class 26 contains 10189 members 
Mstep: Class 27 contains 11881 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38058 members 
Mstep: Class 30 contains 13093 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27557 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25244 members 
Mstep: Class 36 contains 501 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148085520.000000 Penalty: 139228.203125
Iteration 220F: 41 clusters Score -1.480855e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 460 members 
Mstep: Class 1 contains 262868 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17680 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182303 members 
Mstep: Class 7 contains 25549 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58585 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69113 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65490 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249913 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8191 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5565 members 
Mstep: Class 25 contains 35056 members 
Mstep: Class 26 contains 10189 members 
Mstep: Class 27 contains 11880 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38055 members 
Mstep: Class 30 contains 13093 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27556 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25244 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086016.000000 Penalty: 139228.203125
Iteration 221Q: 41 clusters Score -1.48086e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 262885 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182298 members 
Mstep: Class 7 contains 25548 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58582 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69112 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65490 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249910 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8191 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5563 members 
Mstep: Class 25 contains 35056 members 
Mstep: Class 26 contains 10189 members 
Mstep: Class 27 contains 11879 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38050 members 
Mstep: Class 30 contains 13093 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27556 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25245 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086224.000000 Penalty: 139228.203125
Iteration 222Q: 41 clusters Score -1.480862e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 262899 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60867 members 
Mstep: Class 4 contains 17682 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182305 members 
Mstep: Class 7 contains 25547 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58577 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69111 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65490 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249903 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8191 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 35056 members 
Mstep: Class 26 contains 10188 members 
Mstep: Class 27 contains 11879 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38043 members 
Mstep: Class 30 contains 13093 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27557 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25246 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086176.000000 Penalty: 139228.203125
Iteration 223Q: 41 clusters Score -1.480862e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 262902 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60867 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182301 members 
Mstep: Class 7 contains 25546 members 
Mstep: Class 8 contains 8266 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58578 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69108 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65490 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249908 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8191 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 35057 members 
Mstep: Class 26 contains 10189 members 
Mstep: Class 27 contains 11879 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38039 members 
Mstep: Class 30 contains 13094 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27557 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25247 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086176.000000 Penalty: 139228.203125
Iteration 224Q: 41 clusters Score -1.480862e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 262911 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60867 members 
Mstep: Class 4 contains 17680 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182297 members 
Mstep: Class 7 contains 25545 members 
Mstep: Class 8 contains 8265 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58577 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69108 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65490 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249906 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8191 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5556 members 
Mstep: Class 25 contains 35057 members 
Mstep: Class 26 contains 10189 members 
Mstep: Class 27 contains 11878 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38037 members 
Mstep: Class 30 contains 13095 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27558 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25249 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086096.000000 Penalty: 139228.203125
Iteration 225Q: 41 clusters Score -1.480861e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 262931 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60866 members 
Mstep: Class 4 contains 17680 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182295 members 
Mstep: Class 7 contains 25546 members 
Mstep: Class 8 contains 8265 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58577 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69100 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65490 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249892 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8193 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5556 members 
Mstep: Class 25 contains 35057 members 
Mstep: Class 26 contains 10188 members 
Mstep: Class 27 contains 11879 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38036 members 
Mstep: Class 30 contains 13095 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27559 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25250 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086064.000000 Penalty: 139228.203125
Iteration 226Q: 41 clusters Score -1.480861e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 262948 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60866 members 
Mstep: Class 4 contains 17679 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182295 members 
Mstep: Class 7 contains 25546 members 
Mstep: Class 8 contains 8265 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58577 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69095 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65490 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249877 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5556 members 
Mstep: Class 25 contains 35058 members 
Mstep: Class 26 contains 10187 members 
Mstep: Class 27 contains 11879 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38037 members 
Mstep: Class 30 contains 13095 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27559 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25252 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148085968.000000 Penalty: 139228.203125
Iteration 227Q: 41 clusters Score -1.48086e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 262964 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60866 members 
Mstep: Class 4 contains 17679 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182294 members 
Mstep: Class 7 contains 25546 members 
Mstep: Class 8 contains 8265 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58577 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69091 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65488 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249865 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5556 members 
Mstep: Class 25 contains 35057 members 
Mstep: Class 26 contains 10189 members 
Mstep: Class 27 contains 11879 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38036 members 
Mstep: Class 30 contains 13096 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27559 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25254 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086032.000000 Penalty: 139228.203125
Iteration 228Q: 41 clusters Score -1.48086e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 262977 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60866 members 
Mstep: Class 4 contains 17679 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182294 members 
Mstep: Class 7 contains 25546 members 
Mstep: Class 8 contains 8264 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58575 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69088 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65488 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249852 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5556 members 
Mstep: Class 25 contains 35057 members 
Mstep: Class 26 contains 10188 members 
Mstep: Class 27 contains 11879 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38036 members 
Mstep: Class 30 contains 13099 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27559 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25258 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086080.000000 Penalty: 139228.203125
Iteration 229Q: 41 clusters Score -1.480861e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 262990 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60866 members 
Mstep: Class 4 contains 17679 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182292 members 
Mstep: Class 7 contains 25546 members 
Mstep: Class 8 contains 8264 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58575 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69084 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249840 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5556 members 
Mstep: Class 25 contains 35057 members 
Mstep: Class 26 contains 10188 members 
Mstep: Class 27 contains 11879 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38035 members 
Mstep: Class 30 contains 13101 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27559 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25259 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086080.000000 Penalty: 139228.203125
Iteration 230Q: 41 clusters Score -1.480861e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 263001 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60866 members 
Mstep: Class 4 contains 17679 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182291 members 
Mstep: Class 7 contains 25546 members 
Mstep: Class 8 contains 8265 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58575 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69077 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65490 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249832 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8193 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5556 members 
Mstep: Class 25 contains 35057 members 
Mstep: Class 26 contains 10188 members 
Mstep: Class 27 contains 11879 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38036 members 
Mstep: Class 30 contains 13103 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27559 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25262 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086144.000000 Penalty: 139228.203125
Iteration 231Q: 41 clusters Score -1.480861e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 263006 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17679 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182288 members 
Mstep: Class 7 contains 25546 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58577 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69070 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65490 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249830 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8193 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5556 members 
Mstep: Class 25 contains 35057 members 
Mstep: Class 26 contains 10187 members 
Mstep: Class 27 contains 11879 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38036 members 
Mstep: Class 30 contains 13105 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27559 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25262 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086144.000000 Penalty: 139228.203125
Iteration 232Q: 41 clusters Score -1.480861e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 263003 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17679 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182289 members 
Mstep: Class 7 contains 25546 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58576 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69063 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65490 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249838 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5555 members 
Mstep: Class 25 contains 35056 members 
Mstep: Class 26 contains 10188 members 
Mstep: Class 27 contains 11878 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38036 members 
Mstep: Class 30 contains 13106 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27559 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25263 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086192.000000 Penalty: 139228.203125
Iteration 233Q: 41 clusters Score -1.480862e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 263005 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17678 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182285 members 
Mstep: Class 7 contains 25546 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58575 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69063 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65488 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249844 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8195 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5552 members 
Mstep: Class 25 contains 35055 members 
Mstep: Class 26 contains 10188 members 
Mstep: Class 27 contains 11877 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38037 members 
Mstep: Class 30 contains 13109 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27559 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25263 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086176.000000 Penalty: 139228.203125
Iteration 234Q: 41 clusters Score -1.480862e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 263015 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17677 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182282 members 
Mstep: Class 7 contains 25545 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58574 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69061 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65489 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249843 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8197 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 35056 members 
Mstep: Class 26 contains 10186 members 
Mstep: Class 27 contains 11877 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13109 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27560 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25264 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086208.000000 Penalty: 139228.203125
Iteration 235Q: 41 clusters Score -1.480862e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 263023 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17677 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182277 members 
Mstep: Class 7 contains 25545 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58572 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69060 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65488 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249843 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8196 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 35056 members 
Mstep: Class 26 contains 10185 members 
Mstep: Class 27 contains 11879 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38035 members 
Mstep: Class 30 contains 13110 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27560 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25263 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086288.000000 Penalty: 139228.203125
Iteration 236Q: 41 clusters Score -1.480863e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 263036 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17677 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182277 members 
Mstep: Class 7 contains 25545 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58575 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69055 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65488 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249832 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 35055 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11881 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38036 members 
Mstep: Class 30 contains 13111 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27560 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25264 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086288.000000 Penalty: 139228.203125
Iteration 237Q: 41 clusters Score -1.480863e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 263043 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17677 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182280 members 
Mstep: Class 7 contains 25544 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58575 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69053 members 
Mstep: Class 14 contains 12084 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65487 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249825 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 35052 members 
Mstep: Class 26 contains 10181 members 
Mstep: Class 27 contains 11882 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38038 members 
Mstep: Class 30 contains 13112 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27562 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25264 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086208.000000 Penalty: 139228.203125
Iteration 238Q: 41 clusters Score -1.480862e+08 nChanged 58
Entering ConstructFrom: 
Score: -148086208.000000 Penalty: 139228.203125
Entering ConstructFrom: 
Trying to split cluster 1 (263051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263051 members 
Entering Unmasked Estep 
Score: -32317160.000000 Penalty: 3095.065674
	Iteration 0F: 2 clusters Score -3.231716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131443 members 
Mstep: Class 2 contains 131608 members 
Entering Unmasked Estep 
Score: -32149624.000000 Penalty: 6190.131348
	Iteration 0F: 3 clusters Score -3.214962e+07 nChanged 127202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129451 members 
Mstep: Class 2 contains 133600 members 
Entering Unmasked Estep 
Score: -32223854.000000 Penalty: 6190.131348
	Iteration 1F: 3 clusters Score -3.222385e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128370 members 
Mstep: Class 2 contains 134681 members 
Entering Unmasked Estep 
Score: -32224690.000000 Penalty: 6190.131348
	Iteration 2Q: 3 clusters Score -3.222469e+07 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126715 members 
Mstep: Class 2 contains 136336 members 
Entering Unmasked Estep 
Score: -32225620.000000 Penalty: 6190.131348
	Iteration 3Q: 3 clusters Score -3.222562e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124161 members 
Mstep: Class 2 contains 138890 members 
Entering Unmasked Estep 
Score: -32227056.000000 Penalty: 6190.131348
	Iteration 4Q: 3 clusters Score -3.222706e+07 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120110 members 
Mstep: Class 2 contains 142941 members 
Entering Unmasked Estep 
Score: -32229550.000000 Penalty: 6190.131348
	Iteration 5Q: 3 clusters Score -3.222955e+07 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114001 members 
Mstep: Class 2 contains 149050 members 
Entering Unmasked Estep 
Score: -32233592.000000 Penalty: 6190.131348
	Iteration 6Q: 3 clusters Score -3.223359e+07 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105116 members 
Mstep: Class 2 contains 157935 members 
Entering Unmasked Estep 
Score: -32240024.000000 Penalty: 6190.131348
	Iteration 7Q: 3 clusters Score -3.224002e+07 nChanged 14548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93396 members 
Mstep: Class 2 contains 169655 members 
Entering Unmasked Estep 
Score: -32249672.000000 Penalty: 6190.131348
	Iteration 8F: 3 clusters Score -3.224967e+07 nChanged 16727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 183494 members 
Entering Unmasked Estep 
Score: -32263334.000000 Penalty: 6190.131348
	Iteration 9F: 3 clusters Score -3.226333e+07 nChanged 16529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66392 members 
Mstep: Class 2 contains 196659 members 
Entering Unmasked Estep 
Score: -32276870.000000 Penalty: 6190.131348
	Iteration 10F: 3 clusters Score -3.227687e+07 nChanged 14320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 206777 members 
Entering Unmasked Estep 
Score: -32287240.000000 Penalty: 6190.131348
	Iteration 11F: 3 clusters Score -3.228724e+07 nChanged 11095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 213646 members 
Entering Unmasked Estep 
Score: -32293586.000000 Penalty: 6190.131348
	Iteration 12Q: 3 clusters Score -3.229359e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 218528 members 
Entering Unmasked Estep 
Score: -32296966.000000 Penalty: 6190.131348
	Iteration 13Q: 3 clusters Score -3.229697e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 222621 members 
Entering Unmasked Estep 
Score: -32299038.000000 Penalty: 6190.131348
	Iteration 14Q: 3 clusters Score -3.229904e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 226189 members 
Entering Unmasked Estep 
Score: -32300524.000000 Penalty: 6190.131348
	Iteration 15Q: 3 clusters Score -3.230052e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 229501 members 
Entering Unmasked Estep 
Score: -32301688.000000 Penalty: 6190.131348
	Iteration 16Q: 3 clusters Score -3.230169e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 232685 members 
Entering Unmasked Estep 
Score: -32302850.000000 Penalty: 6190.131348
	Iteration 17Q: 3 clusters Score -3.230285e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 235768 members 
Entering Unmasked Estep 
Score: -32304018.000000 Penalty: 6190.131348
	Iteration 18Q: 3 clusters Score -3.230402e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 238565 members 
Entering Unmasked Estep 
Score: -32305192.000000 Penalty: 6190.131348
	Iteration 19Q: 3 clusters Score -3.230519e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 241289 members 
Entering Unmasked Estep 
Score: -32306168.000000 Penalty: 6190.131348
	Iteration 20F: 3 clusters Score -3.230617e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 243861 members 
Entering Unmasked Estep 
Score: -32307188.000000 Penalty: 6190.131348
	Iteration 21Q: 3 clusters Score -3.230719e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 246219 members 
Entering Unmasked Estep 
Score: -32307970.000000 Penalty: 6190.131348
	Iteration 22Q: 3 clusters Score -3.230797e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 248368 members 
Entering Unmasked Estep 
Score: -32308760.000000 Penalty: 6190.131348
	Iteration 23Q: 3 clusters Score -3.230876e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 250363 members 
Entering Unmasked Estep 
Score: -32309596.000000 Penalty: 6190.131348
	Iteration 24Q: 3 clusters Score -3.23096e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 252155 members 
Entering Unmasked Estep 
Score: -32310216.000000 Penalty: 6190.131348
	Iteration 25Q: 3 clusters Score -3.231022e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 253735 members 
Entering Unmasked Estep 
Score: -32310872.000000 Penalty: 6190.131348
	Iteration 26Q: 3 clusters Score -3.231087e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 255113 members 
Entering Unmasked Estep 
Score: -32311382.000000 Penalty: 6190.131348
	Iteration 27Q: 3 clusters Score -3.231138e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 256295 members 
Entering Unmasked Estep 
Score: -32311796.000000 Penalty: 6190.131348
	Iteration 28Q: 3 clusters Score -3.23118e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 257287 members 
Entering Unmasked Estep 
Score: -32312222.000000 Penalty: 6190.131348
	Iteration 29Q: 3 clusters Score -3.231222e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 258110 members 
Entering Unmasked Estep 
Score: -32312496.000000 Penalty: 6190.131348
	Iteration 30Q: 3 clusters Score -3.23125e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 258818 members 
Entering Unmasked Estep 
Score: -32312882.000000 Penalty: 6190.131348
	Iteration 31Q: 3 clusters Score -3.231288e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 259380 members 
Entering Unmasked Estep 
Score: -32313128.000000 Penalty: 6190.131348
	Iteration 32Q: 3 clusters Score -3.231313e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 259835 members 
Entering Unmasked Estep 
Score: -32313354.000000 Penalty: 6190.131348
	Iteration 33Q: 3 clusters Score -3.231335e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 260197 members 
Entering Unmasked Estep 
Score: -32313480.000000 Penalty: 6190.131348
	Iteration 34Q: 3 clusters Score -3.231348e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 260495 members 
Entering Unmasked Estep 
Score: -32313604.000000 Penalty: 6190.131348
	Iteration 35Q: 3 clusters Score -3.23136e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 260740 members 
Entering Unmasked Estep 
Score: -32313676.000000 Penalty: 6190.131348
	Iteration 36Q: 3 clusters Score -3.231368e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 260936 members 
Entering Unmasked Estep 
Score: -32313834.000000 Penalty: 6190.131348
	Iteration 37Q: 3 clusters Score -3.231383e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 261100 members 
Entering Unmasked Estep 
Score: -32313908.000000 Penalty: 6190.131348
	Iteration 38Q: 3 clusters Score -3.231391e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 261239 members 
Entering Unmasked Estep 
Score: -32314008.000000 Penalty: 6190.131348
	Iteration 39Q: 3 clusters Score -3.231401e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 261358 members 
Entering Unmasked Estep 
Score: -32314108.000000 Penalty: 6190.131348
	Iteration 40F: 3 clusters Score -3.231411e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 261438 members 
Entering Unmasked Estep 
Score: -32314172.000000 Penalty: 6190.131348
	Iteration 41Q: 3 clusters Score -3.231417e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 261497 members 
Entering Unmasked Estep 
Score: -32314190.000000 Penalty: 6190.131348
	Iteration 42Q: 3 clusters Score -3.231419e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 261556 members 
Entering Unmasked Estep 
Score: -32314236.000000 Penalty: 6190.131348
	Iteration 43Q: 3 clusters Score -3.231424e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 261618 members 
Entering Unmasked Estep 
Score: -32314278.000000 Penalty: 6190.131348
	Iteration 44Q: 3 clusters Score -3.231428e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 261664 members 
Entering Unmasked Estep 
Score: -32314266.000000 Penalty: 6190.131348
	Iteration 45Q: 3 clusters Score -3.231427e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 261712 members 
Entering Unmasked Estep 
Score: -32314294.000000 Penalty: 6190.131348
	Iteration 46Q: 3 clusters Score -3.231429e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 261758 members 
Entering Unmasked Estep 
Score: -32314354.000000 Penalty: 6190.131348
	Iteration 47Q: 3 clusters Score -3.231435e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 261796 members 
Entering Unmasked Estep 
Score: -32314380.000000 Penalty: 6190.131348
	Iteration 48Q: 3 clusters Score -3.231438e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 261833 members 
Entering Unmasked Estep 
Score: -32314428.000000 Penalty: 6190.131348
	Iteration 49Q: 3 clusters Score -3.231443e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 261868 members 
Entering Unmasked Estep 
Score: -32314444.000000 Penalty: 6190.131348
	Iteration 50Q: 3 clusters Score -3.231444e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 261897 members 
Entering Unmasked Estep 
Score: -32314474.000000 Penalty: 6190.131348
	Iteration 51Q: 3 clusters Score -3.231447e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 261914 members 
Entering Unmasked Estep 
Score: -32314442.000000 Penalty: 6190.131348
	Iteration 52Q: 3 clusters Score -3.231444e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 261925 members 
Entering Unmasked Estep 
Score: -32314466.000000 Penalty: 6190.131348
	Iteration 53Q: 3 clusters Score -3.231447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 261939 members 
Entering Unmasked Estep 
Score: -32314474.000000 Penalty: 6190.131348
	Iteration 54Q: 3 clusters Score -3.231447e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 261953 members 
Entering Unmasked Estep 
Score: -32314460.000000 Penalty: 6190.131348
	Iteration 55Q: 3 clusters Score -3.231446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 261963 members 
Entering Unmasked Estep 
Score: -32314458.000000 Penalty: 6190.131348
	Iteration 56Q: 3 clusters Score -3.231446e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 261974 members 
Entering Unmasked Estep 
Score: -32314500.000000 Penalty: 6190.131348
	Iteration 57Q: 3 clusters Score -3.23145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 261981 members 
Entering Unmasked Estep 
Score: -32314502.000000 Penalty: 6190.131348
	Iteration 58Q: 3 clusters Score -3.23145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 261991 members 
Entering Unmasked Estep 
Score: -32314498.000000 Penalty: 6190.131348
	Iteration 59Q: 3 clusters Score -3.23145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 261996 members 
Entering Unmasked Estep 
Score: -32314504.000000 Penalty: 6190.131348
	Iteration 60F: 3 clusters Score -3.23145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 262004 members 
Entering Unmasked Estep 
Score: -32314518.000000 Penalty: 6190.131348
	Iteration 61Q: 3 clusters Score -3.231452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 262011 members 
Entering Unmasked Estep 
Score: -32314500.000000 Penalty: 6190.131348
	Iteration 62Q: 3 clusters Score -3.23145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 262018 members 
Entering Unmasked Estep 
Score: -32314502.000000 Penalty: 6190.131348
	Iteration 63Q: 3 clusters Score -3.23145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 262019 members 
Entering Unmasked Estep 
Score: -32314512.000000 Penalty: 6190.131348
	Iteration 64Q: 3 clusters Score -3.231451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 262021 members 
Entering Unmasked Estep 
Score: -32314498.000000 Penalty: 6190.131348
	Iteration 65Q: 3 clusters Score -3.23145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 262023 members 
Entering Unmasked Estep 
Score: -32314488.000000 Penalty: 6190.131348
	Iteration 66Q: 3 clusters Score -3.231449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 262028 members 
Entering Unmasked Estep 
Score: -32314476.000000 Penalty: 6190.131348
	Iteration 67Q: 3 clusters Score -3.231448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 262033 members 
Entering Unmasked Estep 
Score: -32314498.000000 Penalty: 6190.131348
	Iteration 68Q: 3 clusters Score -3.23145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 262035 members 
Entering Unmasked Estep 
Score: -32314502.000000 Penalty: 6190.131348
	Iteration 69Q: 3 clusters Score -3.23145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 262039 members 
Entering Unmasked Estep 
Score: -32314526.000000 Penalty: 6190.131348
	Iteration 70Q: 3 clusters Score -3.231453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 262042 members 
Entering Unmasked Estep 
Score: -32314516.000000 Penalty: 6190.131348
	Iteration 71Q: 3 clusters Score -3.231452e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 262044 members 
Entering Unmasked Estep 
Score: -32314492.000000 Penalty: 6190.131348
	Iteration 72Q: 3 clusters Score -3.231449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 262045 members 
Entering Unmasked Estep 
Score: -32314508.000000 Penalty: 6190.131348
	Iteration 73Q: 3 clusters Score -3.231451e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 262045 members 
Entering Unmasked Estep 
Score: -32314508.000000 Penalty: 6190.131348
	Iteration 74F: 3 clusters Score -3.231451e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -40264.042969 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -40264.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38851.238281 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -38851.24 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39055.601562 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -39055.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39139.710938 Penalty: 3005.324951
	Iteration 2F: 3 clusters Score -39139.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39278.203125 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -39278.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -39348.000000 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -39348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -39420.968750 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -39420.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -39530.500000 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -39530.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -39654.238281 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -39654.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -39719.703125 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -39719.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39782.140625 Penalty: 3005.324951
	Iteration 9Q: 3 clusters Score -39782.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -39846.746094 Penalty: 3005.324951
	Iteration 10Q: 3 clusters Score -39846.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -39908.015625 Penalty: 3005.324951
	Iteration 11Q: 3 clusters Score -39908.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -39959.933594 Penalty: 3005.324951
	Iteration 12Q: 3 clusters Score -39959.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -39997.039062 Penalty: 3005.324951
	Iteration 13Q: 3 clusters Score -39997.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40032.097656 Penalty: 3005.324951
	Iteration 14Q: 3 clusters Score -40032.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40059.367188 Penalty: 3005.324951
	Iteration 15Q: 3 clusters Score -40059.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40076.386719 Penalty: 3005.324951
	Iteration 16Q: 3 clusters Score -40076.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40121.636719 Penalty: 3005.324951
	Iteration 17Q: 3 clusters Score -40121.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40175.730469 Penalty: 3005.324951
	Iteration 18Q: 3 clusters Score -40175.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40215.136719 Penalty: 3005.324951
	Iteration 19Q: 3 clusters Score -40215.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -40293.667969 Penalty: 3005.324951
	Iteration 20F: 3 clusters Score -40293.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -40342.410156 Penalty: 3005.324951
	Iteration 21Q: 3 clusters Score -40342.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -40355.687500 Penalty: 3005.324951
	Iteration 22Q: 3 clusters Score -40355.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -40355.687500 Penalty: 3005.324951
	Iteration 23F: 3 clusters Score -40355.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 263051 members 
Mstep: Class 2 contains 129 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17677 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182281 members 
Mstep: Class 7 contains 25544 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58574 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69052 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65485 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249819 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 35050 members 
Mstep: Class 26 contains 10178 members 
Mstep: Class 27 contains 11883 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38041 members 
Mstep: Class 30 contains 13112 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27563 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25264 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8682 members 
Mstep: Class 41 contains 299 members 
Entering Unmasked Estep 
Score: -148084256.000000 Penalty: 142708.921875
Splitting cluster 2 changes total score from -148086208.000000 to -148084256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (60869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60869 members 
Entering Unmasked Estep 
Score: -7489487.000000 Penalty: 2732.086914
	Iteration 0F: 2 clusters Score -7489487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -7448542.000000 Penalty: 5464.173828
	Iteration 0F: 3 clusters Score -7448542 nChanged 28426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -7464171.000000 Penalty: 5464.173828
	Iteration 1F: 3 clusters Score -7464171 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -7464714.000000 Penalty: 5464.173828
	Iteration 2Q: 3 clusters Score -7464714 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -7465312.500000 Penalty: 5464.173828
	Iteration 3Q: 3 clusters Score -7465312 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -7466004.000000 Penalty: 5464.173828
	Iteration 4Q: 3 clusters Score -7466004 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -7467130.000000 Penalty: 5464.173828
	Iteration 5Q: 3 clusters Score -7467130 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -7468866.000000 Penalty: 5464.173828
	Iteration 6F: 3 clusters Score -7468866 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -7471345.000000 Penalty: 5464.173828
	Iteration 7F: 3 clusters Score -7471345 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -7474439.500000 Penalty: 5464.173828
	Iteration 8F: 3 clusters Score -7474440 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -7477659.500000 Penalty: 5464.173828
	Iteration 9F: 3 clusters Score -7477660 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -7480186.500000 Penalty: 5464.173828
	Iteration 10F: 3 clusters Score -7480186 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -7482119.500000 Penalty: 5464.173828
	Iteration 11Q: 3 clusters Score -7482120 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 55459 members 
Entering Unmasked Estep 
Score: -7483522.500000 Penalty: 5464.173828
	Iteration 12Q: 3 clusters Score -7483522 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -7484609.000000 Penalty: 5464.173828
	Iteration 13Q: 3 clusters Score -7484609 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 57925 members 
Entering Unmasked Estep 
Score: -7485443.500000 Penalty: 5464.173828
	Iteration 14Q: 3 clusters Score -7485444 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 58694 members 
Entering Unmasked Estep 
Score: -7486056.000000 Penalty: 5464.173828
	Iteration 15Q: 3 clusters Score -7486056 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 59193 members 
Entering Unmasked Estep 
Score: -7486495.500000 Penalty: 5464.173828
	Iteration 16Q: 3 clusters Score -7486496 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 59473 members 
Entering Unmasked Estep 
Score: -7486832.000000 Penalty: 5464.173828
	Iteration 17Q: 3 clusters Score -7486832 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -7487036.000000 Penalty: 5464.173828
	Iteration 18Q: 3 clusters Score -7487036 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 59705 members 
Entering Unmasked Estep 
Score: -7487147.500000 Penalty: 5464.173828
	Iteration 19Q: 3 clusters Score -7487148 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -7487218.000000 Penalty: 5464.173828
	Iteration 20F: 3 clusters Score -7487218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 59768 members 
Entering Unmasked Estep 
Score: -7487276.500000 Penalty: 5464.173828
	Iteration 21Q: 3 clusters Score -7487276 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -7487303.000000 Penalty: 5464.173828
	Iteration 22Q: 3 clusters Score -7487303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 59780 members 
Entering Unmasked Estep 
Score: -7487303.500000 Penalty: 5464.173828
	Iteration 23Q: 3 clusters Score -7487304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -7487323.500000 Penalty: 5464.173828
	Iteration 24Q: 3 clusters Score -7487324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -7487342.000000 Penalty: 5464.173828
	Iteration 25Q: 3 clusters Score -7487342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -7487342.000000 Penalty: 5464.173828
	Iteration 26Q: 3 clusters Score -7487342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 59764 members 
Entering Unmasked Estep 
Score: -7487338.500000 Penalty: 5464.173828
	Iteration 27Q: 3 clusters Score -7487338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -7487348.000000 Penalty: 5464.173828
	Iteration 28Q: 3 clusters Score -7487348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -7487349.500000 Penalty: 5464.173828
	Iteration 29Q: 3 clusters Score -7487350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -7487346.500000 Penalty: 5464.173828
	Iteration 30Q: 3 clusters Score -7487346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -7487344.000000 Penalty: 5464.173828
	Iteration 31Q: 3 clusters Score -7487344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 59761 members 
Entering Unmasked Estep 
Score: -7487345.000000 Penalty: 5464.173828
	Iteration 32Q: 3 clusters Score -7487345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 59764 members 
Entering Unmasked Estep 
Score: -7487345.000000 Penalty: 5464.173828
	Iteration 33Q: 3 clusters Score -7487345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -7487349.500000 Penalty: 5464.173828
	Iteration 34Q: 3 clusters Score -7487350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 59766 members 
Entering Unmasked Estep 
Score: -7487349.500000 Penalty: 5464.173828
	Iteration 35Q: 3 clusters Score -7487350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 59766 members 
Entering Unmasked Estep 
Score: -7487349.500000 Penalty: 5464.173828
	Iteration 36F: 3 clusters Score -7487350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Entering Unmasked Estep 
Score: -2087539.750000 Penalty: 2425.444824
	Iteration 0F: 2 clusters Score -2087540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2075025.000000 Penalty: 4850.889648
	Iteration 0F: 3 clusters Score -2075025 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2079524.000000 Penalty: 4850.889648
	Iteration 1F: 3 clusters Score -2079524 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2080307.750000 Penalty: 4850.889648
	Iteration 2F: 3 clusters Score -2080308 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2081189.625000 Penalty: 4850.889648
	Iteration 3F: 3 clusters Score -2081190 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2082161.750000 Penalty: 4850.889648
	Iteration 4F: 3 clusters Score -2082162 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2083150.750000 Penalty: 4850.889648
	Iteration 5F: 3 clusters Score -2083151 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2084018.375000 Penalty: 4850.889648
	Iteration 6F: 3 clusters Score -2084018 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2084668.250000 Penalty: 4850.889648
	Iteration 7Q: 3 clusters Score -2084668 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2085190.000000 Penalty: 4850.889648
	Iteration 8Q: 3 clusters Score -2085190 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2085682.625000 Penalty: 4850.889648
	Iteration 9Q: 3 clusters Score -2085683 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2086001.875000 Penalty: 4850.889648
	Iteration 10Q: 3 clusters Score -2086002 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2086126.125000 Penalty: 4850.889648
	Iteration 11Q: 3 clusters Score -2086126 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2086187.750000 Penalty: 4850.889648
	Iteration 12Q: 3 clusters Score -2086188 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2086259.500000 Penalty: 4850.889648
	Iteration 13Q: 3 clusters Score -2086260 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2086320.500000 Penalty: 4850.889648
	Iteration 14Q: 3 clusters Score -2086320 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2086364.375000 Penalty: 4850.889648
	Iteration 15Q: 3 clusters Score -2086364 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2086399.000000 Penalty: 4850.889648
	Iteration 16Q: 3 clusters Score -2086399 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2086418.500000 Penalty: 4850.889648
	Iteration 17Q: 3 clusters Score -2086418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2086441.875000 Penalty: 4850.889648
	Iteration 18Q: 3 clusters Score -2086442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2086452.000000 Penalty: 4850.889648
	Iteration 19Q: 3 clusters Score -2086452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2086457.500000 Penalty: 4850.889648
	Iteration 20F: 3 clusters Score -2086458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2086464.875000 Penalty: 4850.889648
	Iteration 21Q: 3 clusters Score -2086465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2086471.750000 Penalty: 4850.889648
	Iteration 22Q: 3 clusters Score -2086472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2086471.625000 Penalty: 4850.889648
	Iteration 23Q: 3 clusters Score -2086472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2086473.875000 Penalty: 4850.889648
	Iteration 24Q: 3 clusters Score -2086474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2086477.875000 Penalty: 4850.889648
	Iteration 25Q: 3 clusters Score -2086478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2086478.375000 Penalty: 4850.889648
	Iteration 26Q: 3 clusters Score -2086478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2086478.750000 Penalty: 4850.889648
	Iteration 27Q: 3 clusters Score -2086479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2086478.750000 Penalty: 4850.889648
	Iteration 28Q: 3 clusters Score -2086479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2086479.750000 Penalty: 4850.889648
	Iteration 29Q: 3 clusters Score -2086480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2086478.875000 Penalty: 4850.889648
	Iteration 30Q: 3 clusters Score -2086479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2086480.000000 Penalty: 4850.889648
	Iteration 31Q: 3 clusters Score -2086480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2086477.250000 Penalty: 4850.889648
	Iteration 32Q: 3 clusters Score -2086477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2086476.375000 Penalty: 4850.889648
	Iteration 33Q: 3 clusters Score -2086476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2086481.000000 Penalty: 4850.889648
	Iteration 34Q: 3 clusters Score -2086481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2086481.000000 Penalty: 4850.889648
	Iteration 35F: 3 clusters Score -2086481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Entering Unmasked Estep 
Score: -219008.046875 Penalty: 1855.705078
	Iteration 0F: 2 clusters Score -219008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -216504.546875 Penalty: 3711.410156
	Iteration 0F: 3 clusters Score -216504.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -216910.546875 Penalty: 3711.410156
	Iteration 1F: 3 clusters Score -216910.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -217029.250000 Penalty: 3711.410156
	Iteration 2F: 3 clusters Score -217029.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -217084.687500 Penalty: 3711.410156
	Iteration 3Q: 3 clusters Score -217084.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -217126.078125 Penalty: 3711.410156
	Iteration 4Q: 3 clusters Score -217126.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -217149.828125 Penalty: 3711.410156
	Iteration 5Q: 3 clusters Score -217149.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -217164.078125 Penalty: 3711.410156
	Iteration 6Q: 3 clusters Score -217164.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -217176.218750 Penalty: 3711.410156
	Iteration 7Q: 3 clusters Score -217176.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -217184.265625 Penalty: 3711.410156
	Iteration 8Q: 3 clusters Score -217184.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -217189.296875 Penalty: 3711.410156
	Iteration 9Q: 3 clusters Score -217189.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -217193.421875 Penalty: 3711.410156
	Iteration 10Q: 3 clusters Score -217193.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -217195.859375 Penalty: 3711.410156
	Iteration 11Q: 3 clusters Score -217195.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -217197.515625 Penalty: 3711.410156
	Iteration 12Q: 3 clusters Score -217197.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -217198.609375 Penalty: 3711.410156
	Iteration 13Q: 3 clusters Score -217198.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -217198.718750 Penalty: 3711.410156
	Iteration 14Q: 3 clusters Score -217198.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -217198.718750 Penalty: 3711.410156
	Iteration 15F: 3 clusters Score -217198.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (182281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182281 members 
Entering Unmasked Estep 
Score: -22176616.000000 Penalty: 3004.099609
	Iteration 0F: 2 clusters Score -2.217662e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90754 members 
Mstep: Class 2 contains 91527 members 
Entering Unmasked Estep 
Score: -22055264.000000 Penalty: 6008.199219
	Iteration 0F: 3 clusters Score -2.205526e+07 nChanged 87465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84969 members 
Mstep: Class 2 contains 97312 members 
Entering Unmasked Estep 
Score: -22106366.000000 Penalty: 6008.199219
	Iteration 1F: 3 clusters Score -2.210637e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81410 members 
Mstep: Class 2 contains 100871 members 
Entering Unmasked Estep 
Score: -22108024.000000 Penalty: 6008.199219
	Iteration 2Q: 3 clusters Score -2.210802e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75955 members 
Mstep: Class 2 contains 106326 members 
Entering Unmasked Estep 
Score: -22110232.000000 Penalty: 6008.199219
	Iteration 3Q: 3 clusters Score -2.211023e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67697 members 
Mstep: Class 2 contains 114584 members 
Entering Unmasked Estep 
Score: -22114302.000000 Penalty: 6008.199219
	Iteration 4Q: 3 clusters Score -2.21143e+07 nChanged 12073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 126369 members 
Entering Unmasked Estep 
Score: -22122210.000000 Penalty: 6008.199219
	Iteration 5F: 3 clusters Score -2.212221e+07 nChanged 15445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 141704 members 
Entering Unmasked Estep 
Score: -22135452.000000 Penalty: 6008.199219
	Iteration 6F: 3 clusters Score -2.213545e+07 nChanged 16184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 157864 members 
Entering Unmasked Estep 
Score: -22151010.000000 Penalty: 6008.199219
	Iteration 7F: 3 clusters Score -2.215101e+07 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 170430 members 
Entering Unmasked Estep 
Score: -22163180.000000 Penalty: 6008.199219
	Iteration 8F: 3 clusters Score -2.216318e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 177249 members 
Entering Unmasked Estep 
Score: -22169722.000000 Penalty: 6008.199219
	Iteration 9Q: 3 clusters Score -2.216972e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 180145 members 
Entering Unmasked Estep 
Score: -22172308.000000 Penalty: 6008.199219
	Iteration 10Q: 3 clusters Score -2.217231e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 181220 members 
Entering Unmasked Estep 
Score: -22173210.000000 Penalty: 6008.199219
	Iteration 11Q: 3 clusters Score -2.217321e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 181608 members 
Entering Unmasked Estep 
Score: -22173600.000000 Penalty: 6008.199219
	Iteration 12Q: 3 clusters Score -2.21736e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 181743 members 
Entering Unmasked Estep 
Score: -22173778.000000 Penalty: 6008.199219
	Iteration 13Q: 3 clusters Score -2.217378e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 181801 members 
Entering Unmasked Estep 
Score: -22173866.000000 Penalty: 6008.199219
	Iteration 14Q: 3 clusters Score -2.217387e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 181839 members 
Entering Unmasked Estep 
Score: -22173898.000000 Penalty: 6008.199219
	Iteration 15Q: 3 clusters Score -2.21739e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 181856 members 
Entering Unmasked Estep 
Score: -22173944.000000 Penalty: 6008.199219
	Iteration 16Q: 3 clusters Score -2.217394e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 181871 members 
Entering Unmasked Estep 
Score: -22173966.000000 Penalty: 6008.199219
	Iteration 17Q: 3 clusters Score -2.217397e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 181879 members 
Entering Unmasked Estep 
Score: -22173978.000000 Penalty: 6008.199219
	Iteration 18Q: 3 clusters Score -2.217398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 181883 members 
Entering Unmasked Estep 
Score: -22173978.000000 Penalty: 6008.199219
	Iteration 19Q: 3 clusters Score -2.217398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 181885 members 
Entering Unmasked Estep 
Score: -22173974.000000 Penalty: 6008.199219
	Iteration 20F: 3 clusters Score -2.217397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 181886 members 
Entering Unmasked Estep 
Score: -22173980.000000 Penalty: 6008.199219
	Iteration 21Q: 3 clusters Score -2.217398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 181886 members 
Entering Unmasked Estep 
Score: -22173980.000000 Penalty: 6008.199219
	Iteration 22F: 3 clusters Score -2.217398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Entering Unmasked Estep 
Score: -3033837.750000 Penalty: 2516.743164
	Iteration 0F: 2 clusters Score -3033838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -3016011.750000 Penalty: 5033.486328
	Iteration 0F: 3 clusters Score -3016012 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -3022190.000000 Penalty: 5033.486328
	Iteration 1F: 3 clusters Score -3022190 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -3022699.250000 Penalty: 5033.486328
	Iteration 2F: 3 clusters Score -3022699 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -3023175.500000 Penalty: 5033.486328
	Iteration 3Q: 3 clusters Score -3023176 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3023777.000000 Penalty: 5033.486328
	Iteration 4Q: 3 clusters Score -3023777 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3024496.500000 Penalty: 5033.486328
	Iteration 5F: 3 clusters Score -3024496 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -3025494.000000 Penalty: 5033.486328
	Iteration 6F: 3 clusters Score -3025494 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -3026911.750000 Penalty: 5033.486328
	Iteration 7F: 3 clusters Score -3026912 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3028473.750000 Penalty: 5033.486328
	Iteration 8F: 3 clusters Score -3028474 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3029825.250000 Penalty: 5033.486328
	Iteration 9F: 3 clusters Score -3029825 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3030763.500000 Penalty: 5033.486328
	Iteration 10Q: 3 clusters Score -3030764 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -3031298.500000 Penalty: 5033.486328
	Iteration 11Q: 3 clusters Score -3031298 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -3031597.750000 Penalty: 5033.486328
	Iteration 12Q: 3 clusters Score -3031598 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -3031771.500000 Penalty: 5033.486328
	Iteration 13Q: 3 clusters Score -3031772 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3031888.750000 Penalty: 5033.486328
	Iteration 14Q: 3 clusters Score -3031889 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -3031942.500000 Penalty: 5033.486328
	Iteration 15Q: 3 clusters Score -3031942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -3031982.000000 Penalty: 5033.486328
	Iteration 16Q: 3 clusters Score -3031982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -3032000.500000 Penalty: 5033.486328
	Iteration 17Q: 3 clusters Score -3032000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -3032010.750000 Penalty: 5033.486328
	Iteration 18Q: 3 clusters Score -3032011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3032035.750000 Penalty: 5033.486328
	Iteration 19Q: 3 clusters Score -3032036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3032050.750000 Penalty: 5033.486328
	Iteration 20F: 3 clusters Score -3032051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3032062.500000 Penalty: 5033.486328
	Iteration 21Q: 3 clusters Score -3032062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3032059.000000 Penalty: 5033.486328
	Iteration 22Q: 3 clusters Score -3032059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -3032072.750000 Penalty: 5033.486328
	Iteration 23Q: 3 clusters Score -3032073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -3032074.250000 Penalty: 5033.486328
	Iteration 24Q: 3 clusters Score -3032074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -3032078.250000 Penalty: 5033.486328
	Iteration 25Q: 3 clusters Score -3032078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -3032078.250000 Penalty: 5033.486328
	Iteration 26F: 3 clusters Score -3032078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Entering Unmasked Estep 
Score: -934014.312500 Penalty: 2236.966797
	Iteration 0F: 2 clusters Score -934014.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -927464.875000 Penalty: 4473.933594
	Iteration 0F: 3 clusters Score -927464.9 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -929298.625000 Penalty: 4473.933594
	Iteration 1F: 3 clusters Score -929298.6 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -929601.187500 Penalty: 4473.933594
	Iteration 2F: 3 clusters Score -929601.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -929872.812500 Penalty: 4473.933594
	Iteration 3F: 3 clusters Score -929872.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -930139.875000 Penalty: 4473.933594
	Iteration 4F: 3 clusters Score -930139.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -930362.687500 Penalty: 4473.933594
	Iteration 5Q: 3 clusters Score -930362.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -930569.500000 Penalty: 4473.933594
	Iteration 6Q: 3 clusters Score -930569.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -930820.750000 Penalty: 4473.933594
	Iteration 7Q: 3 clusters Score -930820.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -931086.125000 Penalty: 4473.933594
	Iteration 8Q: 3 clusters Score -931086.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -931354.437500 Penalty: 4473.933594
	Iteration 9Q: 3 clusters Score -931354.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -931624.562500 Penalty: 4473.933594
	Iteration 10Q: 3 clusters Score -931624.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -931868.875000 Penalty: 4473.933594
	Iteration 11Q: 3 clusters Score -931868.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -932071.875000 Penalty: 4473.933594
	Iteration 12Q: 3 clusters Score -932071.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -932229.062500 Penalty: 4473.933594
	Iteration 13Q: 3 clusters Score -932229.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -932336.687500 Penalty: 4473.933594
	Iteration 14Q: 3 clusters Score -932336.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -932427.000000 Penalty: 4473.933594
	Iteration 15Q: 3 clusters Score -932427 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -932485.812500 Penalty: 4473.933594
	Iteration 16Q: 3 clusters Score -932485.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -932527.750000 Penalty: 4473.933594
	Iteration 17Q: 3 clusters Score -932527.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -932556.812500 Penalty: 4473.933594
	Iteration 18Q: 3 clusters Score -932556.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -932572.187500 Penalty: 4473.933594
	Iteration 19Q: 3 clusters Score -932572.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -932585.250000 Penalty: 4473.933594
	Iteration 20F: 3 clusters Score -932585.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -932595.375000 Penalty: 4473.933594
	Iteration 21Q: 3 clusters Score -932595.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -932603.187500 Penalty: 4473.933594
	Iteration 22Q: 3 clusters Score -932603.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -932605.625000 Penalty: 4473.933594
	Iteration 23Q: 3 clusters Score -932605.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -932606.375000 Penalty: 4473.933594
	Iteration 24Q: 3 clusters Score -932606.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -932611.000000 Penalty: 4473.933594
	Iteration 25Q: 3 clusters Score -932611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -932613.187500 Penalty: 4473.933594
	Iteration 26Q: 3 clusters Score -932613.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -932619.437500 Penalty: 4473.933594
	Iteration 27Q: 3 clusters Score -932619.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -932624.625000 Penalty: 4473.933594
	Iteration 28Q: 3 clusters Score -932624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -932625.000000 Penalty: 4473.933594
	Iteration 29Q: 3 clusters Score -932625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -932625.187500 Penalty: 4473.933594
	Iteration 30Q: 3 clusters Score -932625.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -932627.000000 Penalty: 4473.933594
	Iteration 31Q: 3 clusters Score -932627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -932629.250000 Penalty: 4473.933594
	Iteration 32Q: 3 clusters Score -932629.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -932629.625000 Penalty: 4473.933594
	Iteration 33Q: 3 clusters Score -932629.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -932630.562500 Penalty: 4473.933594
	Iteration 34Q: 3 clusters Score -932630.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -932630.562500 Penalty: 4473.933594
	Iteration 35F: 3 clusters Score -932630.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Entering Unmasked Estep 
Score: -530204.750000 Penalty: 2086.079346
	Iteration 0F: 2 clusters Score -530204.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -526026.750000 Penalty: 4172.158691
	Iteration 0F: 3 clusters Score -526026.8 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -527103.125000 Penalty: 4172.158691
	Iteration 1F: 3 clusters Score -527103.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -527376.875000 Penalty: 4172.158691
	Iteration 2F: 3 clusters Score -527376.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -527632.250000 Penalty: 4172.158691
	Iteration 3F: 3 clusters Score -527632.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -527848.312500 Penalty: 4172.158691
	Iteration 4F: 3 clusters Score -527848.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -528041.812500 Penalty: 4172.158691
	Iteration 5F: 3 clusters Score -528041.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -528229.812500 Penalty: 4172.158691
	Iteration 6Q: 3 clusters Score -528229.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -528384.250000 Penalty: 4172.158691
	Iteration 7Q: 3 clusters Score -528384.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -528489.750000 Penalty: 4172.158691
	Iteration 8Q: 3 clusters Score -528489.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -528564.937500 Penalty: 4172.158691
	Iteration 9Q: 3 clusters Score -528564.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -528617.125000 Penalty: 4172.158691
	Iteration 10Q: 3 clusters Score -528617.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -528657.500000 Penalty: 4172.158691
	Iteration 11Q: 3 clusters Score -528657.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -528675.000000 Penalty: 4172.158691
	Iteration 12Q: 3 clusters Score -528675 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -528685.687500 Penalty: 4172.158691
	Iteration 13Q: 3 clusters Score -528685.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -528693.375000 Penalty: 4172.158691
	Iteration 14Q: 3 clusters Score -528693.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -528697.375000 Penalty: 4172.158691
	Iteration 15Q: 3 clusters Score -528697.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -528702.062500 Penalty: 4172.158691
	Iteration 16Q: 3 clusters Score -528702.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -528705.562500 Penalty: 4172.158691
	Iteration 17Q: 3 clusters Score -528705.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -528709.125000 Penalty: 4172.158691
	Iteration 18Q: 3 clusters Score -528709.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -528711.625000 Penalty: 4172.158691
	Iteration 19Q: 3 clusters Score -528711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -528712.125000 Penalty: 4172.158691
	Iteration 20F: 3 clusters Score -528712.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -528713.125000 Penalty: 4172.158691
	Iteration 21Q: 3 clusters Score -528713.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -528713.937500 Penalty: 4172.158691
	Iteration 22Q: 3 clusters Score -528713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -528714.250000 Penalty: 4172.158691
	Iteration 23Q: 3 clusters Score -528714.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -528715.437500 Penalty: 4172.158691
	Iteration 24Q: 3 clusters Score -528715.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -528715.437500 Penalty: 4172.158691
	Iteration 25Q: 3 clusters Score -528715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -528716.437500 Penalty: 4172.158691
	Iteration 26Q: 3 clusters Score -528716.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -528717.250000 Penalty: 4172.158691
	Iteration 27Q: 3 clusters Score -528717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -528717.437500 Penalty: 4172.158691
	Iteration 28Q: 3 clusters Score -528717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -528717.437500 Penalty: 4172.158691
	Iteration 29Q: 3 clusters Score -528717.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -528717.437500 Penalty: 4172.158691
	Iteration 30F: 3 clusters Score -528717.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -442866.593750 Penalty: 2044.594849
	Iteration 0F: 2 clusters Score -442866.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -439065.187500 Penalty: 4089.189697
	Iteration 0F: 3 clusters Score -439065.2 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -439901.062500 Penalty: 4089.189697
	Iteration 1F: 3 clusters Score -439901.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -440148.656250 Penalty: 4089.189697
	Iteration 2F: 3 clusters Score -440148.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -440365.906250 Penalty: 4089.189697
	Iteration 3F: 3 clusters Score -440365.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -440586.968750 Penalty: 4089.189697
	Iteration 4F: 3 clusters Score -440587 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -440809.718750 Penalty: 4089.189697
	Iteration 5F: 3 clusters Score -440809.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -441020.500000 Penalty: 4089.189697
	Iteration 6F: 3 clusters Score -441020.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -441173.906250 Penalty: 4089.189697
	Iteration 7Q: 3 clusters Score -441173.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -441284.093750 Penalty: 4089.189697
	Iteration 8Q: 3 clusters Score -441284.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -441392.031250 Penalty: 4089.189697
	Iteration 9Q: 3 clusters Score -441392 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -441473.250000 Penalty: 4089.189697
	Iteration 10Q: 3 clusters Score -441473.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -441541.093750 Penalty: 4089.189697
	Iteration 11Q: 3 clusters Score -441541.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -441600.937500 Penalty: 4089.189697
	Iteration 12Q: 3 clusters Score -441600.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -441647.500000 Penalty: 4089.189697
	Iteration 13Q: 3 clusters Score -441647.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -441685.718750 Penalty: 4089.189697
	Iteration 14Q: 3 clusters Score -441685.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -441725.125000 Penalty: 4089.189697
	Iteration 15Q: 3 clusters Score -441725.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -441761.562500 Penalty: 4089.189697
	Iteration 16Q: 3 clusters Score -441761.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -441782.125000 Penalty: 4089.189697
	Iteration 17Q: 3 clusters Score -441782.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -441796.750000 Penalty: 4089.189697
	Iteration 18Q: 3 clusters Score -441796.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -441806.656250 Penalty: 4089.189697
	Iteration 19Q: 3 clusters Score -441806.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -441813.187500 Penalty: 4089.189697
	Iteration 20F: 3 clusters Score -441813.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -441817.375000 Penalty: 4089.189697
	Iteration 21Q: 3 clusters Score -441817.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -441818.593750 Penalty: 4089.189697
	Iteration 22Q: 3 clusters Score -441818.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -441819.906250 Penalty: 4089.189697
	Iteration 23Q: 3 clusters Score -441819.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -441821.218750 Penalty: 4089.189697
	Iteration 24Q: 3 clusters Score -441821.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -441822.062500 Penalty: 4089.189697
	Iteration 25Q: 3 clusters Score -441822.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -441821.187500 Penalty: 4089.189697
	Iteration 26Q: 3 clusters Score -441821.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -441821.187500 Penalty: 4089.189697
	Iteration 27F: 3 clusters Score -441821.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58574 members 
Entering Unmasked Estep 
Score: -7182682.000000 Penalty: 2722.555420
	Iteration 0F: 2 clusters Score -7182682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -7143466.500000 Penalty: 5445.110840
	Iteration 0F: 3 clusters Score -7143466 nChanged 27068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -7158693.000000 Penalty: 5445.110840
	Iteration 1F: 3 clusters Score -7158693 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -7159675.500000 Penalty: 5445.110840
	Iteration 2Q: 3 clusters Score -7159676 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -7160873.500000 Penalty: 5445.110840
	Iteration 3Q: 3 clusters Score -7160874 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -7162623.500000 Penalty: 5445.110840
	Iteration 4F: 3 clusters Score -7162624 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -7164779.500000 Penalty: 5445.110840
	Iteration 5F: 3 clusters Score -7164780 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -7167207.000000 Penalty: 5445.110840
	Iteration 6F: 3 clusters Score -7167207 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -7169765.000000 Penalty: 5445.110840
	Iteration 7F: 3 clusters Score -7169765 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -7172133.000000 Penalty: 5445.110840
	Iteration 8F: 3 clusters Score -7172133 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -7173773.000000 Penalty: 5445.110840
	Iteration 9Q: 3 clusters Score -7173773 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -7174662.000000 Penalty: 5445.110840
	Iteration 10Q: 3 clusters Score -7174662 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -7175183.500000 Penalty: 5445.110840
	Iteration 11Q: 3 clusters Score -7175184 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -7175494.500000 Penalty: 5445.110840
	Iteration 12Q: 3 clusters Score -7175494 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -7175690.500000 Penalty: 5445.110840
	Iteration 13Q: 3 clusters Score -7175690 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -7175902.500000 Penalty: 5445.110840
	Iteration 14Q: 3 clusters Score -7175902 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -7176144.000000 Penalty: 5445.110840
	Iteration 15Q: 3 clusters Score -7176144 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -7176349.500000 Penalty: 5445.110840
	Iteration 16Q: 3 clusters Score -7176350 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -7176531.000000 Penalty: 5445.110840
	Iteration 17Q: 3 clusters Score -7176531 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -7176698.500000 Penalty: 5445.110840
	Iteration 18Q: 3 clusters Score -7176698 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -7176846.000000 Penalty: 5445.110840
	Iteration 19Q: 3 clusters Score -7176846 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -7176973.500000 Penalty: 5445.110840
	Iteration 20F: 3 clusters Score -7176974 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -7177105.000000 Penalty: 5445.110840
	Iteration 21Q: 3 clusters Score -7177105 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -7177252.500000 Penalty: 5445.110840
	Iteration 22Q: 3 clusters Score -7177252 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -7177355.500000 Penalty: 5445.110840
	Iteration 23Q: 3 clusters Score -7177356 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -7177453.000000 Penalty: 5445.110840
	Iteration 24Q: 3 clusters Score -7177453 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -7177566.000000 Penalty: 5445.110840
	Iteration 25Q: 3 clusters Score -7177566 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -7177667.500000 Penalty: 5445.110840
	Iteration 26Q: 3 clusters Score -7177668 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -7177728.000000 Penalty: 5445.110840
	Iteration 27Q: 3 clusters Score -7177728 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -7177846.500000 Penalty: 5445.110840
	Iteration 28Q: 3 clusters Score -7177846 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -7177964.500000 Penalty: 5445.110840
	Iteration 29Q: 3 clusters Score -7177964 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -7178076.000000 Penalty: 5445.110840
	Iteration 30Q: 3 clusters Score -7178076 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -7178163.000000 Penalty: 5445.110840
	Iteration 31Q: 3 clusters Score -7178163 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -7178219.000000 Penalty: 5445.110840
	Iteration 32Q: 3 clusters Score -7178219 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -7178304.000000 Penalty: 5445.110840
	Iteration 33Q: 3 clusters Score -7178304 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -7178401.000000 Penalty: 5445.110840
	Iteration 34Q: 3 clusters Score -7178401 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -7178477.000000 Penalty: 5445.110840
	Iteration 35Q: 3 clusters Score -7178477 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -7178578.500000 Penalty: 5445.110840
	Iteration 36Q: 3 clusters Score -7178578 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -7178661.000000 Penalty: 5445.110840
	Iteration 37Q: 3 clusters Score -7178661 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -7178716.000000 Penalty: 5445.110840
	Iteration 38Q: 3 clusters Score -7178716 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -7178779.000000 Penalty: 5445.110840
	Iteration 39Q: 3 clusters Score -7178779 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -7178806.500000 Penalty: 5445.110840
	Iteration 40F: 3 clusters Score -7178806 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -7178891.500000 Penalty: 5445.110840
	Iteration 41Q: 3 clusters Score -7178892 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -7178915.000000 Penalty: 5445.110840
	Iteration 42Q: 3 clusters Score -7178915 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -7178951.500000 Penalty: 5445.110840
	Iteration 43Q: 3 clusters Score -7178952 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -7178986.000000 Penalty: 5445.110840
	Iteration 44Q: 3 clusters Score -7178986 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -7179003.000000 Penalty: 5445.110840
	Iteration 45Q: 3 clusters Score -7179003 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -7179045.000000 Penalty: 5445.110840
	Iteration 46Q: 3 clusters Score -7179045 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -7179105.000000 Penalty: 5445.110840
	Iteration 47Q: 3 clusters Score -7179105 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -7179122.500000 Penalty: 5445.110840
	Iteration 48Q: 3 clusters Score -7179122 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 50068 members 
Entering Unmasked Estep 
Score: -7179169.500000 Penalty: 5445.110840
	Iteration 49Q: 3 clusters Score -7179170 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -7179210.500000 Penalty: 5445.110840
	Iteration 50Q: 3 clusters Score -7179210 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -7179223.000000 Penalty: 5445.110840
	Iteration 51Q: 3 clusters Score -7179223 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -7179270.500000 Penalty: 5445.110840
	Iteration 52Q: 3 clusters Score -7179270 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 50867 members 
Entering Unmasked Estep 
Score: -7179296.500000 Penalty: 5445.110840
	Iteration 53Q: 3 clusters Score -7179296 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -7179327.500000 Penalty: 5445.110840
	Iteration 54Q: 3 clusters Score -7179328 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -7179367.500000 Penalty: 5445.110840
	Iteration 55Q: 3 clusters Score -7179368 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -7179425.000000 Penalty: 5445.110840
	Iteration 56Q: 3 clusters Score -7179425 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 51614 members 
Entering Unmasked Estep 
Score: -7179452.500000 Penalty: 5445.110840
	Iteration 57Q: 3 clusters Score -7179452 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -7179493.500000 Penalty: 5445.110840
	Iteration 58Q: 3 clusters Score -7179494 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 52006 members 
Entering Unmasked Estep 
Score: -7179527.000000 Penalty: 5445.110840
	Iteration 59Q: 3 clusters Score -7179527 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -7179577.500000 Penalty: 5445.110840
	Iteration 60F: 3 clusters Score -7179578 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -7179580.500000 Penalty: 5445.110840
	Iteration 61Q: 3 clusters Score -7179580 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -7179631.000000 Penalty: 5445.110840
	Iteration 62Q: 3 clusters Score -7179631 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -7179675.500000 Penalty: 5445.110840
	Iteration 63Q: 3 clusters Score -7179676 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -7179704.000000 Penalty: 5445.110840
	Iteration 64Q: 3 clusters Score -7179704 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -7179735.500000 Penalty: 5445.110840
	Iteration 65Q: 3 clusters Score -7179736 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -7179782.500000 Penalty: 5445.110840
	Iteration 66Q: 3 clusters Score -7179782 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -7179810.500000 Penalty: 5445.110840
	Iteration 67Q: 3 clusters Score -7179810 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 53542 members 
Entering Unmasked Estep 
Score: -7179861.000000 Penalty: 5445.110840
	Iteration 68Q: 3 clusters Score -7179861 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -7179912.000000 Penalty: 5445.110840
	Iteration 69Q: 3 clusters Score -7179912 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -7179938.500000 Penalty: 5445.110840
	Iteration 70Q: 3 clusters Score -7179938 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -7179965.500000 Penalty: 5445.110840
	Iteration 71Q: 3 clusters Score -7179966 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -7180001.500000 Penalty: 5445.110840
	Iteration 72Q: 3 clusters Score -7180002 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -7180011.000000 Penalty: 5445.110840
	Iteration 73Q: 3 clusters Score -7180011 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 54336 members 
Entering Unmasked Estep 
Score: -7180038.000000 Penalty: 5445.110840
	Iteration 74Q: 3 clusters Score -7180038 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -7180054.000000 Penalty: 5445.110840
	Iteration 75Q: 3 clusters Score -7180054 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -7180071.500000 Penalty: 5445.110840
	Iteration 76Q: 3 clusters Score -7180072 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -7180081.500000 Penalty: 5445.110840
	Iteration 77Q: 3 clusters Score -7180082 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -7180114.500000 Penalty: 5445.110840
	Iteration 78Q: 3 clusters Score -7180114 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -7180106.500000 Penalty: 5445.110840
	Iteration 79Q: 3 clusters Score -7180106 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -7180122.500000 Penalty: 5445.110840
	Iteration 80F: 3 clusters Score -7180122 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -7180155.000000 Penalty: 5445.110840
	Iteration 81Q: 3 clusters Score -7180155 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -7180142.500000 Penalty: 5445.110840
	Iteration 82Q: 3 clusters Score -7180142 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -7180160.000000 Penalty: 5445.110840
	Iteration 83Q: 3 clusters Score -7180160 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -7180173.000000 Penalty: 5445.110840
	Iteration 84Q: 3 clusters Score -7180173 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -7180162.000000 Penalty: 5445.110840
	Iteration 85Q: 3 clusters Score -7180162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -7180172.500000 Penalty: 5445.110840
	Iteration 86Q: 3 clusters Score -7180172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 55190 members 
Entering Unmasked Estep 
Score: -7180176.000000 Penalty: 5445.110840
	Iteration 87Q: 3 clusters Score -7180176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -7180190.000000 Penalty: 5445.110840
	Iteration 88Q: 3 clusters Score -7180190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 55260 members 
Entering Unmasked Estep 
Score: -7180168.500000 Penalty: 5445.110840
	Iteration 89Q: 3 clusters Score -7180168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -7180173.500000 Penalty: 5445.110840
	Iteration 90Q: 3 clusters Score -7180174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -7180173.500000 Penalty: 5445.110840
	Iteration 91Q: 3 clusters Score -7180174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -7180179.000000 Penalty: 5445.110840
	Iteration 92Q: 3 clusters Score -7180179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -7180192.000000 Penalty: 5445.110840
	Iteration 93Q: 3 clusters Score -7180192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -7180198.000000 Penalty: 5445.110840
	Iteration 94Q: 3 clusters Score -7180198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -7180207.500000 Penalty: 5445.110840
	Iteration 95Q: 3 clusters Score -7180208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -7180206.500000 Penalty: 5445.110840
	Iteration 96Q: 3 clusters Score -7180206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -7180210.000000 Penalty: 5445.110840
	Iteration 97Q: 3 clusters Score -7180210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -7180214.500000 Penalty: 5445.110840
	Iteration 98Q: 3 clusters Score -7180214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -7180219.000000 Penalty: 5445.110840
	Iteration 99Q: 3 clusters Score -7180219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 55493 members 
Entering Unmasked Estep 
Score: -7180210.500000 Penalty: 5445.110840
	Iteration 100F: 3 clusters Score -7180210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -7180220.500000 Penalty: 5445.110840
	Iteration 101Q: 3 clusters Score -7180220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -7180215.500000 Penalty: 5445.110840
	Iteration 102Q: 3 clusters Score -7180216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -7180227.000000 Penalty: 5445.110840
	Iteration 103Q: 3 clusters Score -7180227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -7180219.000000 Penalty: 5445.110840
	Iteration 104Q: 3 clusters Score -7180219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -7180234.000000 Penalty: 5445.110840
	Iteration 105Q: 3 clusters Score -7180234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -7180232.000000 Penalty: 5445.110840
	Iteration 106Q: 3 clusters Score -7180232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -7180231.000000 Penalty: 5445.110840
	Iteration 107Q: 3 clusters Score -7180231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 55582 members 
Entering Unmasked Estep 
Score: -7180232.000000 Penalty: 5445.110840
	Iteration 108Q: 3 clusters Score -7180232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -7180228.500000 Penalty: 5445.110840
	Iteration 109Q: 3 clusters Score -7180228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -7180224.500000 Penalty: 5445.110840
	Iteration 110Q: 3 clusters Score -7180224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -7180225.000000 Penalty: 5445.110840
	Iteration 111Q: 3 clusters Score -7180225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -7180218.000000 Penalty: 5445.110840
	Iteration 112Q: 3 clusters Score -7180218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -7180224.000000 Penalty: 5445.110840
	Iteration 113Q: 3 clusters Score -7180224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -7180223.500000 Penalty: 5445.110840
	Iteration 114Q: 3 clusters Score -7180224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 55655 members 
Entering Unmasked Estep 
Score: -7180226.000000 Penalty: 5445.110840
	Iteration 115Q: 3 clusters Score -7180226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -7180223.000000 Penalty: 5445.110840
	Iteration 116Q: 3 clusters Score -7180223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -7180213.000000 Penalty: 5445.110840
	Iteration 117Q: 3 clusters Score -7180213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -7180221.500000 Penalty: 5445.110840
	Iteration 118Q: 3 clusters Score -7180222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -7180226.500000 Penalty: 5445.110840
	Iteration 119Q: 3 clusters Score -7180226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -7180220.500000 Penalty: 5445.110840
	Iteration 120F: 3 clusters Score -7180220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 55723 members 
Entering Unmasked Estep 
Score: -7180223.000000 Penalty: 5445.110840
	Iteration 121Q: 3 clusters Score -7180223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 55734 members 
Entering Unmasked Estep 
Score: -7180215.500000 Penalty: 5445.110840
	Iteration 122Q: 3 clusters Score -7180216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 55743 members 
Entering Unmasked Estep 
Score: -7180217.500000 Penalty: 5445.110840
	Iteration 123Q: 3 clusters Score -7180218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -7180220.500000 Penalty: 5445.110840
	Iteration 124Q: 3 clusters Score -7180220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -7180225.500000 Penalty: 5445.110840
	Iteration 125Q: 3 clusters Score -7180226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -7180231.500000 Penalty: 5445.110840
	Iteration 126Q: 3 clusters Score -7180232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -7180238.000000 Penalty: 5445.110840
	Iteration 127Q: 3 clusters Score -7180238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -7180245.500000 Penalty: 5445.110840
	Iteration 128Q: 3 clusters Score -7180246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -7180241.000000 Penalty: 5445.110840
	Iteration 129Q: 3 clusters Score -7180241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -7180252.500000 Penalty: 5445.110840
	Iteration 130Q: 3 clusters Score -7180252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -7180249.500000 Penalty: 5445.110840
	Iteration 131Q: 3 clusters Score -7180250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -7180245.000000 Penalty: 5445.110840
	Iteration 132Q: 3 clusters Score -7180245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -7180241.000000 Penalty: 5445.110840
	Iteration 133Q: 3 clusters Score -7180241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -7180242.000000 Penalty: 5445.110840
	Iteration 134Q: 3 clusters Score -7180242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -7180243.500000 Penalty: 5445.110840
	Iteration 135Q: 3 clusters Score -7180244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 55884 members 
Entering Unmasked Estep 
Score: -7180247.500000 Penalty: 5445.110840
	Iteration 136Q: 3 clusters Score -7180248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -7180245.000000 Penalty: 5445.110840
	Iteration 137Q: 3 clusters Score -7180245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 55903 members 
Entering Unmasked Estep 
Score: -7180241.500000 Penalty: 5445.110840
	Iteration 138Q: 3 clusters Score -7180242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -7180255.500000 Penalty: 5445.110840
	Iteration 139Q: 3 clusters Score -7180256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -7180247.500000 Penalty: 5445.110840
	Iteration 140F: 3 clusters Score -7180248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 55935 members 
Entering Unmasked Estep 
Score: -7180251.000000 Penalty: 5445.110840
	Iteration 141Q: 3 clusters Score -7180251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -7180244.500000 Penalty: 5445.110840
	Iteration 142Q: 3 clusters Score -7180244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -7180256.000000 Penalty: 5445.110840
	Iteration 143Q: 3 clusters Score -7180256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -7180259.000000 Penalty: 5445.110840
	Iteration 144Q: 3 clusters Score -7180259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -7180257.000000 Penalty: 5445.110840
	Iteration 145Q: 3 clusters Score -7180257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -7180257.500000 Penalty: 5445.110840
	Iteration 146Q: 3 clusters Score -7180258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -7180254.500000 Penalty: 5445.110840
	Iteration 147Q: 3 clusters Score -7180254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -7180268.000000 Penalty: 5445.110840
	Iteration 148Q: 3 clusters Score -7180268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 56018 members 
Entering Unmasked Estep 
Score: -7180271.500000 Penalty: 5445.110840
	Iteration 149Q: 3 clusters Score -7180272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -7180276.500000 Penalty: 5445.110840
	Iteration 150Q: 3 clusters Score -7180276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -7180285.000000 Penalty: 5445.110840
	Iteration 151Q: 3 clusters Score -7180285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -7180297.500000 Penalty: 5445.110840
	Iteration 152Q: 3 clusters Score -7180298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -7180292.500000 Penalty: 5445.110840
	Iteration 153Q: 3 clusters Score -7180292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 56103 members 
Entering Unmasked Estep 
Score: -7180297.500000 Penalty: 5445.110840
	Iteration 154Q: 3 clusters Score -7180298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 56121 members 
Entering Unmasked Estep 
Score: -7180301.000000 Penalty: 5445.110840
	Iteration 155Q: 3 clusters Score -7180301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 56135 members 
Entering Unmasked Estep 
Score: -7180299.500000 Penalty: 5445.110840
	Iteration 156Q: 3 clusters Score -7180300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -7180307.500000 Penalty: 5445.110840
	Iteration 157Q: 3 clusters Score -7180308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 56153 members 
Entering Unmasked Estep 
Score: -7180306.000000 Penalty: 5445.110840
	Iteration 158Q: 3 clusters Score -7180306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 56157 members 
Entering Unmasked Estep 
Score: -7180307.500000 Penalty: 5445.110840
	Iteration 159Q: 3 clusters Score -7180308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -7180314.500000 Penalty: 5445.110840
	Iteration 160F: 3 clusters Score -7180314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 56163 members 
Entering Unmasked Estep 
Score: -7180315.500000 Penalty: 5445.110840
	Iteration 161Q: 3 clusters Score -7180316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -7180311.000000 Penalty: 5445.110840
	Iteration 162Q: 3 clusters Score -7180311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 56169 members 
Entering Unmasked Estep 
Score: -7180314.000000 Penalty: 5445.110840
	Iteration 163Q: 3 clusters Score -7180314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -7180321.000000 Penalty: 5445.110840
	Iteration 164Q: 3 clusters Score -7180321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -7180318.500000 Penalty: 5445.110840
	Iteration 165Q: 3 clusters Score -7180318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -7180316.000000 Penalty: 5445.110840
	Iteration 166Q: 3 clusters Score -7180316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -7180317.000000 Penalty: 5445.110840
	Iteration 167Q: 3 clusters Score -7180317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 56183 members 
Entering Unmasked Estep 
Score: -7180318.000000 Penalty: 5445.110840
	Iteration 168Q: 3 clusters Score -7180318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 56184 members 
Entering Unmasked Estep 
Score: -7180319.500000 Penalty: 5445.110840
	Iteration 169Q: 3 clusters Score -7180320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 56186 members 
Entering Unmasked Estep 
Score: -7180313.500000 Penalty: 5445.110840
	Iteration 170Q: 3 clusters Score -7180314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -7180317.000000 Penalty: 5445.110840
	Iteration 171Q: 3 clusters Score -7180317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 56191 members 
Entering Unmasked Estep 
Score: -7180317.000000 Penalty: 5445.110840
	Iteration 172Q: 3 clusters Score -7180317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 56192 members 
Entering Unmasked Estep 
Score: -7180315.500000 Penalty: 5445.110840
	Iteration 173Q: 3 clusters Score -7180316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -7180314.000000 Penalty: 5445.110840
	Iteration 174Q: 3 clusters Score -7180314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -7180314.000000 Penalty: 5445.110840
	Iteration 175F: 3 clusters Score -7180314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Entering Unmasked Estep 
Score: -309205.468750 Penalty: 1949.612793
	Iteration 0F: 2 clusters Score -309205.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -306293.937500 Penalty: 3899.225586
	Iteration 0F: 3 clusters Score -306293.9 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -307205.562500 Penalty: 3899.225586
	Iteration 1F: 3 clusters Score -307205.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -307601.000000 Penalty: 3899.225586
	Iteration 2F: 3 clusters Score -307601 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -308078.343750 Penalty: 3899.225586
	Iteration 3F: 3 clusters Score -308078.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -308467.156250 Penalty: 3899.225586
	Iteration 4F: 3 clusters Score -308467.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -308635.500000 Penalty: 3899.225586
	Iteration 5F: 3 clusters Score -308635.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -308722.125000 Penalty: 3899.225586
	Iteration 6Q: 3 clusters Score -308722.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -308761.625000 Penalty: 3899.225586
	Iteration 7Q: 3 clusters Score -308761.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -308789.562500 Penalty: 3899.225586
	Iteration 8Q: 3 clusters Score -308789.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -308803.031250 Penalty: 3899.225586
	Iteration 9Q: 3 clusters Score -308803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -308809.687500 Penalty: 3899.225586
	Iteration 10Q: 3 clusters Score -308809.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -308815.187500 Penalty: 3899.225586
	Iteration 11Q: 3 clusters Score -308815.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -308820.625000 Penalty: 3899.225586
	Iteration 12Q: 3 clusters Score -308820.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -308823.125000 Penalty: 3899.225586
	Iteration 13Q: 3 clusters Score -308823.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -308826.718750 Penalty: 3899.225586
	Iteration 14Q: 3 clusters Score -308826.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -308827.468750 Penalty: 3899.225586
	Iteration 15Q: 3 clusters Score -308827.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -308828.625000 Penalty: 3899.225586
	Iteration 16Q: 3 clusters Score -308828.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -308829.968750 Penalty: 3899.225586
	Iteration 17Q: 3 clusters Score -308830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -308829.968750 Penalty: 3899.225586
	Iteration 18F: 3 clusters Score -308830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (69052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69052 members 
Entering Unmasked Estep 
Score: -8321997.000000 Penalty: 2763.368652
	Iteration 0F: 2 clusters Score -8321997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -8275857.000000 Penalty: 5526.737305
	Iteration 0F: 3 clusters Score -8275857 nChanged 32152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -8293602.500000 Penalty: 5526.737305
	Iteration 1F: 3 clusters Score -8293602 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -8294185.000000 Penalty: 5526.737305
	Iteration 2Q: 3 clusters Score -8294185 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -8294784.500000 Penalty: 5526.737305
	Iteration 3Q: 3 clusters Score -8294784 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -8295528.500000 Penalty: 5526.737305
	Iteration 4Q: 3 clusters Score -8295528 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -8296614.000000 Penalty: 5526.737305
	Iteration 5Q: 3 clusters Score -8296614 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -8298355.500000 Penalty: 5526.737305
	Iteration 6Q: 3 clusters Score -8298356 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -8300996.500000 Penalty: 5526.737305
	Iteration 7F: 3 clusters Score -8300996 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -8304922.000000 Penalty: 5526.737305
	Iteration 8F: 3 clusters Score -8304922 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 58742 members 
Entering Unmasked Estep 
Score: -8309730.000000 Penalty: 5526.737305
	Iteration 9F: 3 clusters Score -8309730 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -8313940.000000 Penalty: 5526.737305
	Iteration 10F: 3 clusters Score -8313940 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 66188 members 
Entering Unmasked Estep 
Score: -8316788.500000 Penalty: 5526.737305
	Iteration 11Q: 3 clusters Score -8316788 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -8318351.500000 Penalty: 5526.737305
	Iteration 12Q: 3 clusters Score -8318352 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 68461 members 
Entering Unmasked Estep 
Score: -8319058.000000 Penalty: 5526.737305
	Iteration 13Q: 3 clusters Score -8319058 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 68679 members 
Entering Unmasked Estep 
Score: -8319324.500000 Penalty: 5526.737305
	Iteration 14Q: 3 clusters Score -8319324 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 68750 members 
Entering Unmasked Estep 
Score: -8319430.000000 Penalty: 5526.737305
	Iteration 15Q: 3 clusters Score -8319430 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -8319486.500000 Penalty: 5526.737305
	Iteration 16Q: 3 clusters Score -8319486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 68797 members 
Entering Unmasked Estep 
Score: -8319511.500000 Penalty: 5526.737305
	Iteration 17Q: 3 clusters Score -8319512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -8319529.500000 Penalty: 5526.737305
	Iteration 18Q: 3 clusters Score -8319530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 68817 members 
Entering Unmasked Estep 
Score: -8319549.000000 Penalty: 5526.737305
	Iteration 19Q: 3 clusters Score -8319549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 68825 members 
Entering Unmasked Estep 
Score: -8319555.000000 Penalty: 5526.737305
	Iteration 20F: 3 clusters Score -8319555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 68830 members 
Entering Unmasked Estep 
Score: -8319567.000000 Penalty: 5526.737305
	Iteration 21Q: 3 clusters Score -8319567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 68831 members 
Entering Unmasked Estep 
Score: -8319567.500000 Penalty: 5526.737305
	Iteration 22Q: 3 clusters Score -8319568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 68831 members 
Entering Unmasked Estep 
Score: -8319567.500000 Penalty: 5526.737305
	Iteration 23F: 3 clusters Score -8319568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Entering Unmasked Estep 
Score: -1429669.000000 Penalty: 2331.130615
	Iteration 0F: 2 clusters Score -1429669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1420738.125000 Penalty: 4662.261230
	Iteration 0F: 3 clusters Score -1420738 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1423676.250000 Penalty: 4662.261230
	Iteration 1F: 3 clusters Score -1423676 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1424265.125000 Penalty: 4662.261230
	Iteration 2F: 3 clusters Score -1424265 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1424842.250000 Penalty: 4662.261230
	Iteration 3F: 3 clusters Score -1424842 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1425429.750000 Penalty: 4662.261230
	Iteration 4F: 3 clusters Score -1425430 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1425940.875000 Penalty: 4662.261230
	Iteration 5F: 3 clusters Score -1425941 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1426345.875000 Penalty: 4662.261230
	Iteration 6F: 3 clusters Score -1426346 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1426686.125000 Penalty: 4662.261230
	Iteration 7Q: 3 clusters Score -1426686 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1426992.125000 Penalty: 4662.261230
	Iteration 8Q: 3 clusters Score -1426992 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1427266.000000 Penalty: 4662.261230
	Iteration 9Q: 3 clusters Score -1427266 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1427527.875000 Penalty: 4662.261230
	Iteration 10Q: 3 clusters Score -1427528 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1427746.250000 Penalty: 4662.261230
	Iteration 11Q: 3 clusters Score -1427746 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1427923.750000 Penalty: 4662.261230
	Iteration 12Q: 3 clusters Score -1427924 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1428038.125000 Penalty: 4662.261230
	Iteration 13Q: 3 clusters Score -1428038 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1428113.875000 Penalty: 4662.261230
	Iteration 14Q: 3 clusters Score -1428114 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1428167.625000 Penalty: 4662.261230
	Iteration 15Q: 3 clusters Score -1428168 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1428232.125000 Penalty: 4662.261230
	Iteration 16Q: 3 clusters Score -1428232 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1428305.500000 Penalty: 4662.261230
	Iteration 17Q: 3 clusters Score -1428306 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1428383.625000 Penalty: 4662.261230
	Iteration 18Q: 3 clusters Score -1428384 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1428470.500000 Penalty: 4662.261230
	Iteration 19Q: 3 clusters Score -1428470 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1428560.500000 Penalty: 4662.261230
	Iteration 20F: 3 clusters Score -1428560 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1428678.500000 Penalty: 4662.261230
	Iteration 21Q: 3 clusters Score -1428678 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1428794.000000 Penalty: 4662.261230
	Iteration 22Q: 3 clusters Score -1428794 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1428910.250000 Penalty: 4662.261230
	Iteration 23Q: 3 clusters Score -1428910 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1428983.000000 Penalty: 4662.261230
	Iteration 24Q: 3 clusters Score -1428983 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1429036.500000 Penalty: 4662.261230
	Iteration 25Q: 3 clusters Score -1429036 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1429092.750000 Penalty: 4662.261230
	Iteration 26Q: 3 clusters Score -1429093 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1429128.125000 Penalty: 4662.261230
	Iteration 27Q: 3 clusters Score -1429128 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1429159.375000 Penalty: 4662.261230
	Iteration 28Q: 3 clusters Score -1429159 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1429180.125000 Penalty: 4662.261230
	Iteration 29Q: 3 clusters Score -1429180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1429189.375000 Penalty: 4662.261230
	Iteration 30Q: 3 clusters Score -1429189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1429194.250000 Penalty: 4662.261230
	Iteration 31Q: 3 clusters Score -1429194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1429201.000000 Penalty: 4662.261230
	Iteration 32Q: 3 clusters Score -1429201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1429210.000000 Penalty: 4662.261230
	Iteration 33Q: 3 clusters Score -1429210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1429211.875000 Penalty: 4662.261230
	Iteration 34Q: 3 clusters Score -1429212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1429211.375000 Penalty: 4662.261230
	Iteration 35Q: 3 clusters Score -1429211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1429210.375000 Penalty: 4662.261230
	Iteration 36Q: 3 clusters Score -1429210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1429211.000000 Penalty: 4662.261230
	Iteration 37Q: 3 clusters Score -1429211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1429214.875000 Penalty: 4662.261230
	Iteration 38Q: 3 clusters Score -1429215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1429215.125000 Penalty: 4662.261230
	Iteration 39Q: 3 clusters Score -1429215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1429214.375000 Penalty: 4662.261230
	Iteration 40F: 3 clusters Score -1429214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1429217.000000 Penalty: 4662.261230
	Iteration 41Q: 3 clusters Score -1429217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1429220.125000 Penalty: 4662.261230
	Iteration 42Q: 3 clusters Score -1429220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1429219.625000 Penalty: 4662.261230
	Iteration 43Q: 3 clusters Score -1429220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1429220.125000 Penalty: 4662.261230
	Iteration 44Q: 3 clusters Score -1429220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1429220.125000 Penalty: 4662.261230
	Iteration 45F: 3 clusters Score -1429220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Entering Unmasked Estep 
Score: -1075285.875000 Penalty: 2258.887695
	Iteration 0F: 2 clusters Score -1075286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1068266.875000 Penalty: 4517.775391
	Iteration 0F: 3 clusters Score -1068267 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1070325.000000 Penalty: 4517.775391
	Iteration 1F: 3 clusters Score -1070325 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1070757.500000 Penalty: 4517.775391
	Iteration 2F: 3 clusters Score -1070758 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1071158.125000 Penalty: 4517.775391
	Iteration 3F: 3 clusters Score -1071158 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1071576.000000 Penalty: 4517.775391
	Iteration 4F: 3 clusters Score -1071576 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1071969.375000 Penalty: 4517.775391
	Iteration 5F: 3 clusters Score -1071969 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1072316.625000 Penalty: 4517.775391
	Iteration 6F: 3 clusters Score -1072317 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1072585.500000 Penalty: 4517.775391
	Iteration 7F: 3 clusters Score -1072586 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1072788.000000 Penalty: 4517.775391
	Iteration 8Q: 3 clusters Score -1072788 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1072918.625000 Penalty: 4517.775391
	Iteration 9Q: 3 clusters Score -1072919 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1073015.750000 Penalty: 4517.775391
	Iteration 10Q: 3 clusters Score -1073016 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1073090.750000 Penalty: 4517.775391
	Iteration 11Q: 3 clusters Score -1073091 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1073138.375000 Penalty: 4517.775391
	Iteration 12Q: 3 clusters Score -1073138 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1073172.875000 Penalty: 4517.775391
	Iteration 13Q: 3 clusters Score -1073173 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1073201.625000 Penalty: 4517.775391
	Iteration 14Q: 3 clusters Score -1073202 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1073227.250000 Penalty: 4517.775391
	Iteration 15Q: 3 clusters Score -1073227 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1073253.750000 Penalty: 4517.775391
	Iteration 16Q: 3 clusters Score -1073254 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1073276.625000 Penalty: 4517.775391
	Iteration 17Q: 3 clusters Score -1073277 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1073296.625000 Penalty: 4517.775391
	Iteration 18Q: 3 clusters Score -1073297 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1073320.250000 Penalty: 4517.775391
	Iteration 19Q: 3 clusters Score -1073320 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1073338.625000 Penalty: 4517.775391
	Iteration 20F: 3 clusters Score -1073339 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1073356.375000 Penalty: 4517.775391
	Iteration 21Q: 3 clusters Score -1073356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1073369.250000 Penalty: 4517.775391
	Iteration 22Q: 3 clusters Score -1073369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1073380.750000 Penalty: 4517.775391
	Iteration 23Q: 3 clusters Score -1073381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1073390.000000 Penalty: 4517.775391
	Iteration 24Q: 3 clusters Score -1073390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1073393.875000 Penalty: 4517.775391
	Iteration 25Q: 3 clusters Score -1073394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1073404.875000 Penalty: 4517.775391
	Iteration 26Q: 3 clusters Score -1073405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1073414.250000 Penalty: 4517.775391
	Iteration 27Q: 3 clusters Score -1073414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1073419.500000 Penalty: 4517.775391
	Iteration 28Q: 3 clusters Score -1073420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1073429.375000 Penalty: 4517.775391
	Iteration 29Q: 3 clusters Score -1073429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1073438.125000 Penalty: 4517.775391
	Iteration 30Q: 3 clusters Score -1073438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1073444.875000 Penalty: 4517.775391
	Iteration 31Q: 3 clusters Score -1073445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1073453.250000 Penalty: 4517.775391
	Iteration 32Q: 3 clusters Score -1073453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1073459.875000 Penalty: 4517.775391
	Iteration 33Q: 3 clusters Score -1073460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1073462.375000 Penalty: 4517.775391
	Iteration 34Q: 3 clusters Score -1073462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1073465.250000 Penalty: 4517.775391
	Iteration 35Q: 3 clusters Score -1073465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1073468.250000 Penalty: 4517.775391
	Iteration 36Q: 3 clusters Score -1073468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1073469.500000 Penalty: 4517.775391
	Iteration 37Q: 3 clusters Score -1073470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1073468.625000 Penalty: 4517.775391
	Iteration 38Q: 3 clusters Score -1073469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1073470.750000 Penalty: 4517.775391
	Iteration 39Q: 3 clusters Score -1073471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1073469.750000 Penalty: 4517.775391
	Iteration 40F: 3 clusters Score -1073470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1073471.750000 Penalty: 4517.775391
	Iteration 41Q: 3 clusters Score -1073472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1073471.625000 Penalty: 4517.775391
	Iteration 42Q: 3 clusters Score -1073472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1073474.000000 Penalty: 4517.775391
	Iteration 43Q: 3 clusters Score -1073474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1073476.000000 Penalty: 4517.775391
	Iteration 44Q: 3 clusters Score -1073476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1073475.500000 Penalty: 4517.775391
	Iteration 45Q: 3 clusters Score -1073476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1073478.125000 Penalty: 4517.775391
	Iteration 46Q: 3 clusters Score -1073478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1073477.375000 Penalty: 4517.775391
	Iteration 47Q: 3 clusters Score -1073477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1073481.875000 Penalty: 4517.775391
	Iteration 48Q: 3 clusters Score -1073482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1073483.125000 Penalty: 4517.775391
	Iteration 49Q: 3 clusters Score -1073483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1073482.500000 Penalty: 4517.775391
	Iteration 50Q: 3 clusters Score -1073482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1073482.625000 Penalty: 4517.775391
	Iteration 51Q: 3 clusters Score -1073483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1073483.000000 Penalty: 4517.775391
	Iteration 52Q: 3 clusters Score -1073483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1073480.875000 Penalty: 4517.775391
	Iteration 53Q: 3 clusters Score -1073481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1073483.500000 Penalty: 4517.775391
	Iteration 54Q: 3 clusters Score -1073484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1073483.500000 Penalty: 4517.775391
	Iteration 55F: 3 clusters Score -1073484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Entering Unmasked Estep 
Score: -8064133.500000 Penalty: 2750.215088
	Iteration 0F: 2 clusters Score -8064134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -8020238.500000 Penalty: 5500.430176
	Iteration 0F: 3 clusters Score -8020238 nChanged 30497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -8037569.500000 Penalty: 5500.430176
	Iteration 1F: 3 clusters Score -8037570 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -8038207.500000 Penalty: 5500.430176
	Iteration 2Q: 3 clusters Score -8038208 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -8039041.500000 Penalty: 5500.430176
	Iteration 3Q: 3 clusters Score -8039042 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -8040268.000000 Penalty: 5500.430176
	Iteration 4Q: 3 clusters Score -8040268 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -8041896.000000 Penalty: 5500.430176
	Iteration 5F: 3 clusters Score -8041896 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -8044038.500000 Penalty: 5500.430176
	Iteration 6F: 3 clusters Score -8044038 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -8046940.500000 Penalty: 5500.430176
	Iteration 7F: 3 clusters Score -8046940 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -8050241.500000 Penalty: 5500.430176
	Iteration 8F: 3 clusters Score -8050242 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -8053439.000000 Penalty: 5500.430176
	Iteration 9F: 3 clusters Score -8053439 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -8056377.000000 Penalty: 5500.430176
	Iteration 10Q: 3 clusters Score -8056377 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -8058413.500000 Penalty: 5500.430176
	Iteration 11Q: 3 clusters Score -8058414 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -8059600.500000 Penalty: 5500.430176
	Iteration 12Q: 3 clusters Score -8059600 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 59332 members 
Entering Unmasked Estep 
Score: -8060306.000000 Penalty: 5500.430176
	Iteration 13Q: 3 clusters Score -8060306 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -8060729.500000 Penalty: 5500.430176
	Iteration 14Q: 3 clusters Score -8060730 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -8061007.000000 Penalty: 5500.430176
	Iteration 15Q: 3 clusters Score -8061007 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 60925 members 
Entering Unmasked Estep 
Score: -8061201.500000 Penalty: 5500.430176
	Iteration 16Q: 3 clusters Score -8061202 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -8061311.000000 Penalty: 5500.430176
	Iteration 17Q: 3 clusters Score -8061311 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -8061445.500000 Penalty: 5500.430176
	Iteration 18Q: 3 clusters Score -8061446 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 61774 members 
Entering Unmasked Estep 
Score: -8061553.000000 Penalty: 5500.430176
	Iteration 19Q: 3 clusters Score -8061553 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 61979 members 
Entering Unmasked Estep 
Score: -8061635.000000 Penalty: 5500.430176
	Iteration 20F: 3 clusters Score -8061635 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 62176 members 
Entering Unmasked Estep 
Score: -8061698.000000 Penalty: 5500.430176
	Iteration 21Q: 3 clusters Score -8061698 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -8061756.000000 Penalty: 5500.430176
	Iteration 22Q: 3 clusters Score -8061756 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -8061804.500000 Penalty: 5500.430176
	Iteration 23Q: 3 clusters Score -8061804 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -8061860.000000 Penalty: 5500.430176
	Iteration 24Q: 3 clusters Score -8061860 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 62725 members 
Entering Unmasked Estep 
Score: -8061886.500000 Penalty: 5500.430176
	Iteration 25Q: 3 clusters Score -8061886 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -8061909.000000 Penalty: 5500.430176
	Iteration 26Q: 3 clusters Score -8061909 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 62906 members 
Entering Unmasked Estep 
Score: -8061957.000000 Penalty: 5500.430176
	Iteration 27Q: 3 clusters Score -8061957 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 62994 members 
Entering Unmasked Estep 
Score: -8061955.000000 Penalty: 5500.430176
	Iteration 28Q: 3 clusters Score -8061955 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 63080 members 
Entering Unmasked Estep 
Score: -8061981.000000 Penalty: 5500.430176
	Iteration 29Q: 3 clusters Score -8061981 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 63157 members 
Entering Unmasked Estep 
Score: -8062009.500000 Penalty: 5500.430176
	Iteration 30Q: 3 clusters Score -8062010 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -8062044.000000 Penalty: 5500.430176
	Iteration 31Q: 3 clusters Score -8062044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 63277 members 
Entering Unmasked Estep 
Score: -8062053.500000 Penalty: 5500.430176
	Iteration 32Q: 3 clusters Score -8062054 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
Score: -8062073.000000 Penalty: 5500.430176
	Iteration 33Q: 3 clusters Score -8062073 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 63364 members 
Entering Unmasked Estep 
Score: -8062096.500000 Penalty: 5500.430176
	Iteration 34Q: 3 clusters Score -8062096 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 63391 members 
Entering Unmasked Estep 
Score: -8062091.000000 Penalty: 5500.430176
	Iteration 35Q: 3 clusters Score -8062091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 63418 members 
Entering Unmasked Estep 
Score: -8062097.500000 Penalty: 5500.430176
	Iteration 36Q: 3 clusters Score -8062098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 63442 members 
Entering Unmasked Estep 
Score: -8062100.000000 Penalty: 5500.430176
	Iteration 37Q: 3 clusters Score -8062100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 63462 members 
Entering Unmasked Estep 
Score: -8062088.500000 Penalty: 5500.430176
	Iteration 38Q: 3 clusters Score -8062088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 63485 members 
Entering Unmasked Estep 
Score: -8062079.000000 Penalty: 5500.430176
	Iteration 39Q: 3 clusters Score -8062079 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 63504 members 
Entering Unmasked Estep 
Score: -8062085.500000 Penalty: 5500.430176
	Iteration 40F: 3 clusters Score -8062086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -8062094.500000 Penalty: 5500.430176
	Iteration 41Q: 3 clusters Score -8062094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 63530 members 
Entering Unmasked Estep 
Score: -8062099.500000 Penalty: 5500.430176
	Iteration 42Q: 3 clusters Score -8062100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 63538 members 
Entering Unmasked Estep 
Score: -8062095.500000 Penalty: 5500.430176
	Iteration 43Q: 3 clusters Score -8062096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 63551 members 
Entering Unmasked Estep 
Score: -8062089.000000 Penalty: 5500.430176
	Iteration 44Q: 3 clusters Score -8062089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 63562 members 
Entering Unmasked Estep 
Score: -8062081.500000 Penalty: 5500.430176
	Iteration 45Q: 3 clusters Score -8062082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 63570 members 
Entering Unmasked Estep 
Score: -8062075.000000 Penalty: 5500.430176
	Iteration 46Q: 3 clusters Score -8062075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -8062091.000000 Penalty: 5500.430176
	Iteration 47Q: 3 clusters Score -8062091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 63582 members 
Entering Unmasked Estep 
Score: -8062092.000000 Penalty: 5500.430176
	Iteration 48Q: 3 clusters Score -8062092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 63587 members 
Entering Unmasked Estep 
Score: -8062095.000000 Penalty: 5500.430176
	Iteration 49Q: 3 clusters Score -8062095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -8062092.000000 Penalty: 5500.430176
	Iteration 50Q: 3 clusters Score -8062092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 63589 members 
Entering Unmasked Estep 
Score: -8062092.000000 Penalty: 5500.430176
	Iteration 51F: 3 clusters Score -8062092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -72788.687500 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -72788.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -71256.296875 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -71256.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -71994.257812 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -71994.26 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -72667.023438 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -72667.02 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -72906.078125 Penalty: 3260.545166
	Iteration 3F: 3 clusters Score -72906.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -73030.117188 Penalty: 3260.545166
	Iteration 4F: 3 clusters Score -73030.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -73062.554688 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -73062.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -73088.671875 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -73088.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -73107.101562 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -73107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -73110.734375 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -73110.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -73110.734375 Penalty: 3260.545166
	Iteration 9F: 3 clusters Score -73110.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 263051 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17677 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182281 members 
Mstep: Class 7 contains 25544 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58574 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69052 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65485 members 
Mstep: Class 17 contains 95 members 
Mstep: Class 18 contains 249819 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 35050 members 
Mstep: Class 26 contains 10178 members 
Mstep: Class 27 contains 11883 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38041 members 
Mstep: Class 30 contains 13112 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27563 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25264 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8682 members 
Mstep: Class 41 contains 621 members 
Entering Unmasked Estep 
Score: -148084752.000000 Penalty: 142708.921875
Splitting cluster 17 changes total score from -148086208.000000 to -148084752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (249819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249819 members 
Entering Unmasked Estep 
Score: -30633764.000000 Penalty: 3082.265869
	Iteration 0F: 2 clusters Score -3.063376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125413 members 
Mstep: Class 2 contains 124406 members 
Entering Unmasked Estep 
Score: -30475444.000000 Penalty: 6164.531738
	Iteration 0F: 3 clusters Score -3.047544e+07 nChanged 120661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136604 members 
Mstep: Class 2 contains 113215 members 
Entering Unmasked Estep 
Score: -30547332.000000 Penalty: 6164.531738
	Iteration 1F: 3 clusters Score -3.054733e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143736 members 
Mstep: Class 2 contains 106083 members 
Entering Unmasked Estep 
Score: -30549910.000000 Penalty: 6164.531738
	Iteration 2Q: 3 clusters Score -3.054991e+07 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154671 members 
Mstep: Class 2 contains 95148 members 
Entering Unmasked Estep 
Score: -30554928.000000 Penalty: 6164.531738
	Iteration 3Q: 3 clusters Score -3.055493e+07 nChanged 16220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170599 members 
Mstep: Class 2 contains 79220 members 
Entering Unmasked Estep 
Score: -30564512.000000 Penalty: 6164.531738
	Iteration 4F: 3 clusters Score -3.056451e+07 nChanged 21784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192305 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -30581454.000000 Penalty: 6164.531738
	Iteration 5F: 3 clusters Score -3.058145e+07 nChanged 24825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217116 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -30603546.000000 Penalty: 6164.531738
	Iteration 6F: 3 clusters Score -3.060355e+07 nChanged 19880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236994 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -30620390.000000 Penalty: 6164.531738
	Iteration 7F: 3 clusters Score -3.062039e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246238 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -30628050.000000 Penalty: 6164.531738
	Iteration 8Q: 3 clusters Score -3.062805e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248870 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -30630152.000000 Penalty: 6164.531738
	Iteration 9Q: 3 clusters Score -3.063015e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249469 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -30630720.000000 Penalty: 6164.531738
	Iteration 10Q: 3 clusters Score -3.063072e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249593 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30630940.000000 Penalty: 6164.531738
	Iteration 11Q: 3 clusters Score -3.063094e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249618 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30631028.000000 Penalty: 6164.531738
	Iteration 12Q: 3 clusters Score -3.063103e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249631 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -30631048.000000 Penalty: 6164.531738
	Iteration 13Q: 3 clusters Score -3.063105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249632 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30631048.000000 Penalty: 6164.531738
	Iteration 14Q: 3 clusters Score -3.063105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249632 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30631048.000000 Penalty: 6164.531738
	Iteration 15Q: 3 clusters Score -3.063105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249632 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30631068.000000 Penalty: 6164.531738
	Iteration 16Q: 3 clusters Score -3.063107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249633 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30631070.000000 Penalty: 6164.531738
	Iteration 17Q: 3 clusters Score -3.063107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249634 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30631056.000000 Penalty: 6164.531738
	Iteration 18Q: 3 clusters Score -3.063106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249635 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30631056.000000 Penalty: 6164.531738
	Iteration 19Q: 3 clusters Score -3.063106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249633 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30631062.000000 Penalty: 6164.531738
	Iteration 20F: 3 clusters Score -3.063106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -41865.761719 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -41865.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40455.281250 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -40455.28 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40667.273438 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -40667.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40718.074219 Penalty: 3044.312744
	Iteration 2Q: 3 clusters Score -40718.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40734.035156 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -40734.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40746.324219 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -40746.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -40752.535156 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -40752.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40756.175781 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -40756.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40758.859375 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -40758.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -40758.859375 Penalty: 3044.312744
	Iteration 8F: 3 clusters Score -40758.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Entering Unmasked Estep 
Score: -966163.562500 Penalty: 2234.766846
	Iteration 0F: 2 clusters Score -966163.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -959659.875000 Penalty: 4469.533691
	Iteration 0F: 3 clusters Score -959659.9 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -961493.375000 Penalty: 4469.533691
	Iteration 1F: 3 clusters Score -961493.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -961796.750000 Penalty: 4469.533691
	Iteration 2F: 3 clusters Score -961796.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -962018.750000 Penalty: 4469.533691
	Iteration 3F: 3 clusters Score -962018.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -962205.812500 Penalty: 4469.533691
	Iteration 4Q: 3 clusters Score -962205.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -962387.500000 Penalty: 4469.533691
	Iteration 5Q: 3 clusters Score -962387.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -962583.625000 Penalty: 4469.533691
	Iteration 6Q: 3 clusters Score -962583.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -962789.687500 Penalty: 4469.533691
	Iteration 7Q: 3 clusters Score -962789.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -962980.812500 Penalty: 4469.533691
	Iteration 8Q: 3 clusters Score -962980.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -963134.750000 Penalty: 4469.533691
	Iteration 9Q: 3 clusters Score -963134.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -963284.062500 Penalty: 4469.533691
	Iteration 10Q: 3 clusters Score -963284.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -963436.187500 Penalty: 4469.533691
	Iteration 11Q: 3 clusters Score -963436.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -963584.875000 Penalty: 4469.533691
	Iteration 12Q: 3 clusters Score -963584.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -963728.187500 Penalty: 4469.533691
	Iteration 13Q: 3 clusters Score -963728.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -963870.250000 Penalty: 4469.533691
	Iteration 14Q: 3 clusters Score -963870.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -964028.187500 Penalty: 4469.533691
	Iteration 15Q: 3 clusters Score -964028.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -964138.937500 Penalty: 4469.533691
	Iteration 16Q: 3 clusters Score -964138.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -964227.562500 Penalty: 4469.533691
	Iteration 17Q: 3 clusters Score -964227.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -964279.625000 Penalty: 4469.533691
	Iteration 18Q: 3 clusters Score -964279.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -964318.562500 Penalty: 4469.533691
	Iteration 19Q: 3 clusters Score -964318.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -964347.937500 Penalty: 4469.533691
	Iteration 20F: 3 clusters Score -964347.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -964370.812500 Penalty: 4469.533691
	Iteration 21Q: 3 clusters Score -964370.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -964396.687500 Penalty: 4469.533691
	Iteration 22Q: 3 clusters Score -964396.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -964414.625000 Penalty: 4469.533691
	Iteration 23Q: 3 clusters Score -964414.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -964435.750000 Penalty: 4469.533691
	Iteration 24Q: 3 clusters Score -964435.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -964447.125000 Penalty: 4469.533691
	Iteration 25Q: 3 clusters Score -964447.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -964456.000000 Penalty: 4469.533691
	Iteration 26Q: 3 clusters Score -964456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -964456.187500 Penalty: 4469.533691
	Iteration 27Q: 3 clusters Score -964456.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -964462.625000 Penalty: 4469.533691
	Iteration 28Q: 3 clusters Score -964462.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -964472.812500 Penalty: 4469.533691
	Iteration 29Q: 3 clusters Score -964472.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -964478.375000 Penalty: 4469.533691
	Iteration 30Q: 3 clusters Score -964478.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -964483.562500 Penalty: 4469.533691
	Iteration 31Q: 3 clusters Score -964483.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -964487.250000 Penalty: 4469.533691
	Iteration 32Q: 3 clusters Score -964487.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -964487.250000 Penalty: 4469.533691
	Iteration 33Q: 3 clusters Score -964487.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -964494.250000 Penalty: 4469.533691
	Iteration 34Q: 3 clusters Score -964494.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -964498.687500 Penalty: 4469.533691
	Iteration 35Q: 3 clusters Score -964498.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -964500.812500 Penalty: 4469.533691
	Iteration 36Q: 3 clusters Score -964500.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -964514.000000 Penalty: 4469.533691
	Iteration 37Q: 3 clusters Score -964514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -964515.625000 Penalty: 4469.533691
	Iteration 38Q: 3 clusters Score -964515.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -964517.562500 Penalty: 4469.533691
	Iteration 39Q: 3 clusters Score -964517.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -964518.562500 Penalty: 4469.533691
	Iteration 40F: 3 clusters Score -964518.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -964519.125000 Penalty: 4469.533691
	Iteration 41Q: 3 clusters Score -964519.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -964523.500000 Penalty: 4469.533691
	Iteration 42Q: 3 clusters Score -964523.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -964524.687500 Penalty: 4469.533691
	Iteration 43Q: 3 clusters Score -964524.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -964529.062500 Penalty: 4469.533691
	Iteration 44Q: 3 clusters Score -964529.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -964531.437500 Penalty: 4469.533691
	Iteration 45Q: 3 clusters Score -964531.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -964533.562500 Penalty: 4469.533691
	Iteration 46Q: 3 clusters Score -964533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -964533.187500 Penalty: 4469.533691
	Iteration 47Q: 3 clusters Score -964533.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -964533.187500 Penalty: 4469.533691
	Iteration 48F: 3 clusters Score -964533.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -271928.687500 Penalty: 1921.082520
	Iteration 0F: 2 clusters Score -271928.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -269112.562500 Penalty: 3842.165039
	Iteration 0F: 3 clusters Score -269112.6 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -269671.500000 Penalty: 3842.165039
	Iteration 1F: 3 clusters Score -269671.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -269834.250000 Penalty: 3842.165039
	Iteration 2F: 3 clusters Score -269834.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -269931.062500 Penalty: 3842.165039
	Iteration 3Q: 3 clusters Score -269931.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -269987.750000 Penalty: 3842.165039
	Iteration 4Q: 3 clusters Score -269987.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -270024.125000 Penalty: 3842.165039
	Iteration 5Q: 3 clusters Score -270024.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -270046.906250 Penalty: 3842.165039
	Iteration 6Q: 3 clusters Score -270046.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -270069.156250 Penalty: 3842.165039
	Iteration 7Q: 3 clusters Score -270069.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -270084.468750 Penalty: 3842.165039
	Iteration 8Q: 3 clusters Score -270084.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -270094.406250 Penalty: 3842.165039
	Iteration 9Q: 3 clusters Score -270094.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -270106.250000 Penalty: 3842.165039
	Iteration 10Q: 3 clusters Score -270106.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -270112.968750 Penalty: 3842.165039
	Iteration 11Q: 3 clusters Score -270113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -270116.468750 Penalty: 3842.165039
	Iteration 12Q: 3 clusters Score -270116.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -270117.718750 Penalty: 3842.165039
	Iteration 13Q: 3 clusters Score -270117.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -270117.718750 Penalty: 3842.165039
	Iteration 14F: 3 clusters Score -270117.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Entering Unmasked Estep 
Score: -234316.703125 Penalty: 1875.158081
	Iteration 0F: 2 clusters Score -234316.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -231781.140625 Penalty: 3750.316162
	Iteration 0F: 3 clusters Score -231781.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -232453.609375 Penalty: 3750.316162
	Iteration 1F: 3 clusters Score -232453.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -232820.281250 Penalty: 3750.316162
	Iteration 2F: 3 clusters Score -232820.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -233216.312500 Penalty: 3750.316162
	Iteration 3F: 3 clusters Score -233216.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -233748.671875 Penalty: 3750.316162
	Iteration 4F: 3 clusters Score -233748.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -233949.546875 Penalty: 3750.316162
	Iteration 5F: 3 clusters Score -233949.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -234062.843750 Penalty: 3750.316162
	Iteration 6Q: 3 clusters Score -234062.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -234120.390625 Penalty: 3750.316162
	Iteration 7Q: 3 clusters Score -234120.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -234148.859375 Penalty: 3750.316162
	Iteration 8Q: 3 clusters Score -234148.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -234170.421875 Penalty: 3750.316162
	Iteration 9Q: 3 clusters Score -234170.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -234182.250000 Penalty: 3750.316162
	Iteration 10Q: 3 clusters Score -234182.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -234194.046875 Penalty: 3750.316162
	Iteration 11Q: 3 clusters Score -234194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -234200.625000 Penalty: 3750.316162
	Iteration 12Q: 3 clusters Score -234200.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -234206.750000 Penalty: 3750.316162
	Iteration 13Q: 3 clusters Score -234206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -234209.296875 Penalty: 3750.316162
	Iteration 14Q: 3 clusters Score -234209.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -234212.468750 Penalty: 3750.316162
	Iteration 15Q: 3 clusters Score -234212.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -234214.984375 Penalty: 3750.316162
	Iteration 16Q: 3 clusters Score -234215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -234216.781250 Penalty: 3750.316162
	Iteration 17Q: 3 clusters Score -234216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -234217.140625 Penalty: 3750.316162
	Iteration 18Q: 3 clusters Score -234217.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -234217.140625 Penalty: 3750.316162
	Iteration 19F: 3 clusters Score -234217.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -314420.656250 Penalty: 1960.275146
	Iteration 0F: 2 clusters Score -314420.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -311367.906250 Penalty: 3920.550293
	Iteration 0F: 3 clusters Score -311367.9 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -311924.562500 Penalty: 3920.550293
	Iteration 1F: 3 clusters Score -311924.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -312093.968750 Penalty: 3920.550293
	Iteration 2F: 3 clusters Score -312094 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -312218.187500 Penalty: 3920.550293
	Iteration 3F: 3 clusters Score -312218.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -312298.812500 Penalty: 3920.550293
	Iteration 4Q: 3 clusters Score -312298.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -312363.562500 Penalty: 3920.550293
	Iteration 5Q: 3 clusters Score -312363.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -312431.437500 Penalty: 3920.550293
	Iteration 6Q: 3 clusters Score -312431.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -312490.687500 Penalty: 3920.550293
	Iteration 7Q: 3 clusters Score -312490.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -312556.125000 Penalty: 3920.550293
	Iteration 8Q: 3 clusters Score -312556.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -312623.625000 Penalty: 3920.550293
	Iteration 9Q: 3 clusters Score -312623.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -312680.156250 Penalty: 3920.550293
	Iteration 10Q: 3 clusters Score -312680.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -312734.968750 Penalty: 3920.550293
	Iteration 11Q: 3 clusters Score -312735 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -312775.656250 Penalty: 3920.550293
	Iteration 12Q: 3 clusters Score -312775.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -312804.625000 Penalty: 3920.550293
	Iteration 13Q: 3 clusters Score -312804.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -312828.218750 Penalty: 3920.550293
	Iteration 14Q: 3 clusters Score -312828.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -312848.281250 Penalty: 3920.550293
	Iteration 15Q: 3 clusters Score -312848.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -312859.281250 Penalty: 3920.550293
	Iteration 16Q: 3 clusters Score -312859.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -312869.656250 Penalty: 3920.550293
	Iteration 17Q: 3 clusters Score -312869.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -312879.937500 Penalty: 3920.550293
	Iteration 18Q: 3 clusters Score -312879.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -312891.500000 Penalty: 3920.550293
	Iteration 19Q: 3 clusters Score -312891.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -312900.218750 Penalty: 3920.550293
	Iteration 20F: 3 clusters Score -312900.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -312907.968750 Penalty: 3920.550293
	Iteration 21Q: 3 clusters Score -312908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -312917.812500 Penalty: 3920.550293
	Iteration 22Q: 3 clusters Score -312917.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -312925.000000 Penalty: 3920.550293
	Iteration 23Q: 3 clusters Score -312925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -312930.062500 Penalty: 3920.550293
	Iteration 24Q: 3 clusters Score -312930.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -312934.593750 Penalty: 3920.550293
	Iteration 25Q: 3 clusters Score -312934.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -312938.062500 Penalty: 3920.550293
	Iteration 26Q: 3 clusters Score -312938.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -312940.375000 Penalty: 3920.550293
	Iteration 27Q: 3 clusters Score -312940.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -312944.750000 Penalty: 3920.550293
	Iteration 28Q: 3 clusters Score -312944.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -312950.906250 Penalty: 3920.550293
	Iteration 29Q: 3 clusters Score -312950.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -312954.187500 Penalty: 3920.550293
	Iteration 30Q: 3 clusters Score -312954.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -312962.500000 Penalty: 3920.550293
	Iteration 31Q: 3 clusters Score -312962.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -312969.250000 Penalty: 3920.550293
	Iteration 32Q: 3 clusters Score -312969.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -312976.218750 Penalty: 3920.550293
	Iteration 33Q: 3 clusters Score -312976.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -312982.437500 Penalty: 3920.550293
	Iteration 34Q: 3 clusters Score -312982.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -312987.812500 Penalty: 3920.550293
	Iteration 35Q: 3 clusters Score -312987.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -312991.812500 Penalty: 3920.550293
	Iteration 36Q: 3 clusters Score -312991.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -312993.750000 Penalty: 3920.550293
	Iteration 37Q: 3 clusters Score -312993.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -312994.093750 Penalty: 3920.550293
	Iteration 38Q: 3 clusters Score -312994.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -312994.281250 Penalty: 3920.550293
	Iteration 39Q: 3 clusters Score -312994.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -312995.718750 Penalty: 3920.550293
	Iteration 40F: 3 clusters Score -312995.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Entering Unmasked Estep 
Score: -651106.937500 Penalty: 2138.189941
	Iteration 0F: 2 clusters Score -651106.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -646239.125000 Penalty: 4276.379883
	Iteration 0F: 3 clusters Score -646239.1 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -647410.625000 Penalty: 4276.379883
	Iteration 1F: 3 clusters Score -647410.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -647620.750000 Penalty: 4276.379883
	Iteration 2F: 3 clusters Score -647620.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -647746.750000 Penalty: 4276.379883
	Iteration 3Q: 3 clusters Score -647746.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -647838.312500 Penalty: 4276.379883
	Iteration 4Q: 3 clusters Score -647838.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -647905.812500 Penalty: 4276.379883
	Iteration 5Q: 3 clusters Score -647905.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -647953.125000 Penalty: 4276.379883
	Iteration 6Q: 3 clusters Score -647953.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -648005.437500 Penalty: 4276.379883
	Iteration 7Q: 3 clusters Score -648005.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -648066.000000 Penalty: 4276.379883
	Iteration 8Q: 3 clusters Score -648066 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -648152.062500 Penalty: 4276.379883
	Iteration 9Q: 3 clusters Score -648152.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -648253.812500 Penalty: 4276.379883
	Iteration 10Q: 3 clusters Score -648253.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -648349.687500 Penalty: 4276.379883
	Iteration 11Q: 3 clusters Score -648349.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -648441.250000 Penalty: 4276.379883
	Iteration 12Q: 3 clusters Score -648441.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -648551.937500 Penalty: 4276.379883
	Iteration 13Q: 3 clusters Score -648551.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -648684.062500 Penalty: 4276.379883
	Iteration 14Q: 3 clusters Score -648684.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -648829.187500 Penalty: 4276.379883
	Iteration 15Q: 3 clusters Score -648829.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -648962.375000 Penalty: 4276.379883
	Iteration 16Q: 3 clusters Score -648962.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -649098.125000 Penalty: 4276.379883
	Iteration 17Q: 3 clusters Score -649098.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -649215.125000 Penalty: 4276.379883
	Iteration 18Q: 3 clusters Score -649215.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -649342.187500 Penalty: 4276.379883
	Iteration 19Q: 3 clusters Score -649342.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -649445.625000 Penalty: 4276.379883
	Iteration 20F: 3 clusters Score -649445.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -649505.875000 Penalty: 4276.379883
	Iteration 21Q: 3 clusters Score -649505.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -649539.125000 Penalty: 4276.379883
	Iteration 22Q: 3 clusters Score -649539.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -649568.187500 Penalty: 4276.379883
	Iteration 23Q: 3 clusters Score -649568.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -649593.500000 Penalty: 4276.379883
	Iteration 24Q: 3 clusters Score -649593.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -649612.250000 Penalty: 4276.379883
	Iteration 25Q: 3 clusters Score -649612.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -649627.000000 Penalty: 4276.379883
	Iteration 26Q: 3 clusters Score -649627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -649637.750000 Penalty: 4276.379883
	Iteration 27Q: 3 clusters Score -649637.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -649645.687500 Penalty: 4276.379883
	Iteration 28Q: 3 clusters Score -649645.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -649650.312500 Penalty: 4276.379883
	Iteration 29Q: 3 clusters Score -649650.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -649656.437500 Penalty: 4276.379883
	Iteration 30Q: 3 clusters Score -649656.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -649662.500000 Penalty: 4276.379883
	Iteration 31Q: 3 clusters Score -649662.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -649665.312500 Penalty: 4276.379883
	Iteration 32Q: 3 clusters Score -649665.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -649673.812500 Penalty: 4276.379883
	Iteration 33Q: 3 clusters Score -649673.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -649680.125000 Penalty: 4276.379883
	Iteration 34Q: 3 clusters Score -649680.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -649686.250000 Penalty: 4276.379883
	Iteration 35Q: 3 clusters Score -649686.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -649696.687500 Penalty: 4276.379883
	Iteration 36Q: 3 clusters Score -649696.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -649701.187500 Penalty: 4276.379883
	Iteration 37Q: 3 clusters Score -649701.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -649707.000000 Penalty: 4276.379883
	Iteration 38Q: 3 clusters Score -649707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -649708.500000 Penalty: 4276.379883
	Iteration 39Q: 3 clusters Score -649708.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -649709.562500 Penalty: 4276.379883
	Iteration 40F: 3 clusters Score -649709.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -649711.687500 Penalty: 4276.379883
	Iteration 41Q: 3 clusters Score -649711.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -649711.687500 Penalty: 4276.379883
	Iteration 42F: 3 clusters Score -649711.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (35050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Entering Unmasked Estep 
Score: -4184666.250000 Penalty: 2595.203613
	Iteration 0F: 2 clusters Score -4184666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -4160757.750000 Penalty: 5190.407227
	Iteration 0F: 3 clusters Score -4160758 nChanged 15872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -4169368.000000 Penalty: 5190.407227
	Iteration 1F: 3 clusters Score -4169368 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -4169865.250000 Penalty: 5190.407227
	Iteration 2Q: 3 clusters Score -4169865 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -4170351.250000 Penalty: 5190.407227
	Iteration 3Q: 3 clusters Score -4170351 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -4170795.250000 Penalty: 5190.407227
	Iteration 4Q: 3 clusters Score -4170795 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -4171289.000000 Penalty: 5190.407227
	Iteration 5Q: 3 clusters Score -4171289 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -4171857.000000 Penalty: 5190.407227
	Iteration 6Q: 3 clusters Score -4171857 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -4172510.750000 Penalty: 5190.407227
	Iteration 7Q: 3 clusters Score -4172511 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -4173415.000000 Penalty: 5190.407227
	Iteration 8F: 3 clusters Score -4173415 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -4174555.250000 Penalty: 5190.407227
	Iteration 9F: 3 clusters Score -4174555 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -4175862.750000 Penalty: 5190.407227
	Iteration 10F: 3 clusters Score -4175863 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -4177179.000000 Penalty: 5190.407227
	Iteration 11F: 3 clusters Score -4177179 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -4178485.750000 Penalty: 5190.407227
	Iteration 12F: 3 clusters Score -4178486 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -4179667.500000 Penalty: 5190.407227
	Iteration 13Q: 3 clusters Score -4179668 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -4180622.250000 Penalty: 5190.407227
	Iteration 14Q: 3 clusters Score -4180622 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -4181320.750000 Penalty: 5190.407227
	Iteration 15Q: 3 clusters Score -4181321 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -4181818.500000 Penalty: 5190.407227
	Iteration 16Q: 3 clusters Score -4181818 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -4182113.000000 Penalty: 5190.407227
	Iteration 17Q: 3 clusters Score -4182113 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4182357.250000 Penalty: 5190.407227
	Iteration 18Q: 3 clusters Score -4182357 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4182554.500000 Penalty: 5190.407227
	Iteration 19Q: 3 clusters Score -4182554 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4182688.250000 Penalty: 5190.407227
	Iteration 20F: 3 clusters Score -4182688 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4182787.500000 Penalty: 5190.407227
	Iteration 21Q: 3 clusters Score -4182788 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4182871.750000 Penalty: 5190.407227
	Iteration 22Q: 3 clusters Score -4182872 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4182936.750000 Penalty: 5190.407227
	Iteration 23Q: 3 clusters Score -4182937 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4182993.000000 Penalty: 5190.407227
	Iteration 24Q: 3 clusters Score -4182993 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4183040.250000 Penalty: 5190.407227
	Iteration 25Q: 3 clusters Score -4183040 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4183075.000000 Penalty: 5190.407227
	Iteration 26Q: 3 clusters Score -4183075 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4183095.000000 Penalty: 5190.407227
	Iteration 27Q: 3 clusters Score -4183095 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4183120.500000 Penalty: 5190.407227
	Iteration 28Q: 3 clusters Score -4183120 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4183141.500000 Penalty: 5190.407227
	Iteration 29Q: 3 clusters Score -4183142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4183161.250000 Penalty: 5190.407227
	Iteration 30Q: 3 clusters Score -4183161 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4183167.500000 Penalty: 5190.407227
	Iteration 31Q: 3 clusters Score -4183168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4183175.500000 Penalty: 5190.407227
	Iteration 32Q: 3 clusters Score -4183176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4183185.250000 Penalty: 5190.407227
	Iteration 33Q: 3 clusters Score -4183185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4183195.500000 Penalty: 5190.407227
	Iteration 34Q: 3 clusters Score -4183196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4183211.250000 Penalty: 5190.407227
	Iteration 35Q: 3 clusters Score -4183211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4183219.750000 Penalty: 5190.407227
	Iteration 36Q: 3 clusters Score -4183220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -4183228.500000 Penalty: 5190.407227
	Iteration 37Q: 3 clusters Score -4183228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4183229.750000 Penalty: 5190.407227
	Iteration 38Q: 3 clusters Score -4183230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4183232.000000 Penalty: 5190.407227
	Iteration 39Q: 3 clusters Score -4183232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4183245.750000 Penalty: 5190.407227
	Iteration 40F: 3 clusters Score -4183246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4183254.000000 Penalty: 5190.407227
	Iteration 41Q: 3 clusters Score -4183254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4183264.750000 Penalty: 5190.407227
	Iteration 42Q: 3 clusters Score -4183265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4183275.000000 Penalty: 5190.407227
	Iteration 43Q: 3 clusters Score -4183275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4183278.250000 Penalty: 5190.407227
	Iteration 44Q: 3 clusters Score -4183278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4183284.750000 Penalty: 5190.407227
	Iteration 45Q: 3 clusters Score -4183285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4183298.500000 Penalty: 5190.407227
	Iteration 46Q: 3 clusters Score -4183298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4183302.750000 Penalty: 5190.407227
	Iteration 47Q: 3 clusters Score -4183303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4183317.000000 Penalty: 5190.407227
	Iteration 48Q: 3 clusters Score -4183317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4183318.000000 Penalty: 5190.407227
	Iteration 49Q: 3 clusters Score -4183318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4183323.250000 Penalty: 5190.407227
	Iteration 50Q: 3 clusters Score -4183323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4183326.500000 Penalty: 5190.407227
	Iteration 51Q: 3 clusters Score -4183326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4183338.250000 Penalty: 5190.407227
	Iteration 52Q: 3 clusters Score -4183338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4183342.500000 Penalty: 5190.407227
	Iteration 53Q: 3 clusters Score -4183342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4183351.500000 Penalty: 5190.407227
	Iteration 54Q: 3 clusters Score -4183352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4183357.750000 Penalty: 5190.407227
	Iteration 55Q: 3 clusters Score -4183358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4183367.500000 Penalty: 5190.407227
	Iteration 56Q: 3 clusters Score -4183368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4183379.750000 Penalty: 5190.407227
	Iteration 57Q: 3 clusters Score -4183380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4183390.750000 Penalty: 5190.407227
	Iteration 58Q: 3 clusters Score -4183391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4183399.500000 Penalty: 5190.407227
	Iteration 59Q: 3 clusters Score -4183400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4183416.500000 Penalty: 5190.407227
	Iteration 60F: 3 clusters Score -4183416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4183423.000000 Penalty: 5190.407227
	Iteration 61Q: 3 clusters Score -4183423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4183435.250000 Penalty: 5190.407227
	Iteration 62Q: 3 clusters Score -4183435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4183445.250000 Penalty: 5190.407227
	Iteration 63Q: 3 clusters Score -4183445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4183448.250000 Penalty: 5190.407227
	Iteration 64Q: 3 clusters Score -4183448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4183456.750000 Penalty: 5190.407227
	Iteration 65Q: 3 clusters Score -4183457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4183454.250000 Penalty: 5190.407227
	Iteration 66Q: 3 clusters Score -4183454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4183463.250000 Penalty: 5190.407227
	Iteration 67Q: 3 clusters Score -4183463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4183472.000000 Penalty: 5190.407227
	Iteration 68Q: 3 clusters Score -4183472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4183474.250000 Penalty: 5190.407227
	Iteration 69Q: 3 clusters Score -4183474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4183480.250000 Penalty: 5190.407227
	Iteration 70Q: 3 clusters Score -4183480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4183491.500000 Penalty: 5190.407227
	Iteration 71Q: 3 clusters Score -4183492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4183492.000000 Penalty: 5190.407227
	Iteration 72Q: 3 clusters Score -4183492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4183498.500000 Penalty: 5190.407227
	Iteration 73Q: 3 clusters Score -4183498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4183509.000000 Penalty: 5190.407227
	Iteration 74Q: 3 clusters Score -4183509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4183518.250000 Penalty: 5190.407227
	Iteration 75Q: 3 clusters Score -4183518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4183540.250000 Penalty: 5190.407227
	Iteration 76Q: 3 clusters Score -4183540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4183562.500000 Penalty: 5190.407227
	Iteration 77Q: 3 clusters Score -4183562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4183579.500000 Penalty: 5190.407227
	Iteration 78Q: 3 clusters Score -4183580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4183603.000000 Penalty: 5190.407227
	Iteration 79Q: 3 clusters Score -4183603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4183610.250000 Penalty: 5190.407227
	Iteration 80F: 3 clusters Score -4183610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4183611.500000 Penalty: 5190.407227
	Iteration 81Q: 3 clusters Score -4183612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4183619.000000 Penalty: 5190.407227
	Iteration 82Q: 3 clusters Score -4183619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4183631.750000 Penalty: 5190.407227
	Iteration 83Q: 3 clusters Score -4183632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4183632.250000 Penalty: 5190.407227
	Iteration 84Q: 3 clusters Score -4183632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4183641.750000 Penalty: 5190.407227
	Iteration 85Q: 3 clusters Score -4183642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4183651.750000 Penalty: 5190.407227
	Iteration 86Q: 3 clusters Score -4183652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4183657.500000 Penalty: 5190.407227
	Iteration 87Q: 3 clusters Score -4183658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4183662.750000 Penalty: 5190.407227
	Iteration 88Q: 3 clusters Score -4183663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4183662.750000 Penalty: 5190.407227
	Iteration 89Q: 3 clusters Score -4183663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4183661.500000 Penalty: 5190.407227
	Iteration 90Q: 3 clusters Score -4183662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4183658.750000 Penalty: 5190.407227
	Iteration 91Q: 3 clusters Score -4183659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4183661.500000 Penalty: 5190.407227
	Iteration 92Q: 3 clusters Score -4183662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4183667.000000 Penalty: 5190.407227
	Iteration 93Q: 3 clusters Score -4183667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4183672.500000 Penalty: 5190.407227
	Iteration 94Q: 3 clusters Score -4183672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4183674.500000 Penalty: 5190.407227
	Iteration 95Q: 3 clusters Score -4183674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4183678.000000 Penalty: 5190.407227
	Iteration 96Q: 3 clusters Score -4183678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4183682.000000 Penalty: 5190.407227
	Iteration 97Q: 3 clusters Score -4183682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4183680.500000 Penalty: 5190.407227
	Iteration 98Q: 3 clusters Score -4183680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4183681.750000 Penalty: 5190.407227
	Iteration 99Q: 3 clusters Score -4183682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4183687.000000 Penalty: 5190.407227
	Iteration 100F: 3 clusters Score -4183687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Entering Unmasked Estep 
Score: -1257245.500000 Penalty: 2288.539795
	Iteration 0F: 2 clusters Score -1257246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1249392.750000 Penalty: 4577.079590
	Iteration 0F: 3 clusters Score -1249393 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1251695.375000 Penalty: 4577.079590
	Iteration 1F: 3 clusters Score -1251695 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1251946.375000 Penalty: 4577.079590
	Iteration 2F: 3 clusters Score -1251946 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1252117.375000 Penalty: 4577.079590
	Iteration 3Q: 3 clusters Score -1252117 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1252267.250000 Penalty: 4577.079590
	Iteration 4Q: 3 clusters Score -1252267 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1252372.250000 Penalty: 4577.079590
	Iteration 5Q: 3 clusters Score -1252372 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1252473.250000 Penalty: 4577.079590
	Iteration 6Q: 3 clusters Score -1252473 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1252566.250000 Penalty: 4577.079590
	Iteration 7Q: 3 clusters Score -1252566 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1252662.375000 Penalty: 4577.079590
	Iteration 8Q: 3 clusters Score -1252662 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1252755.875000 Penalty: 4577.079590
	Iteration 9Q: 3 clusters Score -1252756 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1252842.125000 Penalty: 4577.079590
	Iteration 10Q: 3 clusters Score -1252842 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1252949.375000 Penalty: 4577.079590
	Iteration 11Q: 3 clusters Score -1252949 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1253084.500000 Penalty: 4577.079590
	Iteration 12Q: 3 clusters Score -1253084 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1253262.000000 Penalty: 4577.079590
	Iteration 13Q: 3 clusters Score -1253262 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1253478.125000 Penalty: 4577.079590
	Iteration 14Q: 3 clusters Score -1253478 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1253753.250000 Penalty: 4577.079590
	Iteration 15Q: 3 clusters Score -1253753 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1254039.125000 Penalty: 4577.079590
	Iteration 16Q: 3 clusters Score -1254039 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1254322.875000 Penalty: 4577.079590
	Iteration 17Q: 3 clusters Score -1254323 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1254565.625000 Penalty: 4577.079590
	Iteration 18Q: 3 clusters Score -1254566 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1254778.875000 Penalty: 4577.079590
	Iteration 19Q: 3 clusters Score -1254779 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1254933.750000 Penalty: 4577.079590
	Iteration 20F: 3 clusters Score -1254934 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1255047.125000 Penalty: 4577.079590
	Iteration 21Q: 3 clusters Score -1255047 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1255120.250000 Penalty: 4577.079590
	Iteration 22Q: 3 clusters Score -1255120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1255174.000000 Penalty: 4577.079590
	Iteration 23Q: 3 clusters Score -1255174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1255208.875000 Penalty: 4577.079590
	Iteration 24Q: 3 clusters Score -1255209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1255226.625000 Penalty: 4577.079590
	Iteration 25Q: 3 clusters Score -1255227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1255238.000000 Penalty: 4577.079590
	Iteration 26Q: 3 clusters Score -1255238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1255244.000000 Penalty: 4577.079590
	Iteration 27Q: 3 clusters Score -1255244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1255247.750000 Penalty: 4577.079590
	Iteration 28Q: 3 clusters Score -1255248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1255249.625000 Penalty: 4577.079590
	Iteration 29Q: 3 clusters Score -1255250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1255253.375000 Penalty: 4577.079590
	Iteration 30Q: 3 clusters Score -1255253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1255253.500000 Penalty: 4577.079590
	Iteration 31Q: 3 clusters Score -1255254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1255255.500000 Penalty: 4577.079590
	Iteration 32Q: 3 clusters Score -1255256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1255258.375000 Penalty: 4577.079590
	Iteration 33Q: 3 clusters Score -1255258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1255261.250000 Penalty: 4577.079590
	Iteration 34Q: 3 clusters Score -1255261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1255262.750000 Penalty: 4577.079590
	Iteration 35Q: 3 clusters Score -1255263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1255262.750000 Penalty: 4577.079590
	Iteration 36F: 3 clusters Score -1255263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Entering Unmasked Estep 
Score: -1483732.000000 Penalty: 2326.950195
	Iteration 0F: 2 clusters Score -1483732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1474908.875000 Penalty: 4653.900391
	Iteration 0F: 3 clusters Score -1474909 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1477548.000000 Penalty: 4653.900391
	Iteration 1F: 3 clusters Score -1477548 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1477815.750000 Penalty: 4653.900391
	Iteration 2F: 3 clusters Score -1477816 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1478074.250000 Penalty: 4653.900391
	Iteration 3Q: 3 clusters Score -1478074 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1478343.500000 Penalty: 4653.900391
	Iteration 4Q: 3 clusters Score -1478344 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1478642.500000 Penalty: 4653.900391
	Iteration 5Q: 3 clusters Score -1478642 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1479017.875000 Penalty: 4653.900391
	Iteration 6F: 3 clusters Score -1479018 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1479409.250000 Penalty: 4653.900391
	Iteration 7F: 3 clusters Score -1479409 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1479815.500000 Penalty: 4653.900391
	Iteration 8Q: 3 clusters Score -1479816 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1480299.375000 Penalty: 4653.900391
	Iteration 9F: 3 clusters Score -1480299 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1480768.125000 Penalty: 4653.900391
	Iteration 10Q: 3 clusters Score -1480768 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1481127.500000 Penalty: 4653.900391
	Iteration 11Q: 3 clusters Score -1481128 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1481388.500000 Penalty: 4653.900391
	Iteration 12Q: 3 clusters Score -1481388 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1481552.875000 Penalty: 4653.900391
	Iteration 13Q: 3 clusters Score -1481553 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1481651.375000 Penalty: 4653.900391
	Iteration 14Q: 3 clusters Score -1481651 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1481719.125000 Penalty: 4653.900391
	Iteration 15Q: 3 clusters Score -1481719 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1481762.250000 Penalty: 4653.900391
	Iteration 16Q: 3 clusters Score -1481762 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1481791.500000 Penalty: 4653.900391
	Iteration 17Q: 3 clusters Score -1481792 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1481806.500000 Penalty: 4653.900391
	Iteration 18Q: 3 clusters Score -1481806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1481823.250000 Penalty: 4653.900391
	Iteration 19Q: 3 clusters Score -1481823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1481828.750000 Penalty: 4653.900391
	Iteration 20F: 3 clusters Score -1481829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1481833.000000 Penalty: 4653.900391
	Iteration 21Q: 3 clusters Score -1481833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1481836.375000 Penalty: 4653.900391
	Iteration 22Q: 3 clusters Score -1481836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1481841.250000 Penalty: 4653.900391
	Iteration 23Q: 3 clusters Score -1481841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1481843.875000 Penalty: 4653.900391
	Iteration 24Q: 3 clusters Score -1481844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1481847.000000 Penalty: 4653.900391
	Iteration 25Q: 3 clusters Score -1481847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1481852.500000 Penalty: 4653.900391
	Iteration 26Q: 3 clusters Score -1481852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1481852.125000 Penalty: 4653.900391
	Iteration 27Q: 3 clusters Score -1481852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1481850.875000 Penalty: 4653.900391
	Iteration 28Q: 3 clusters Score -1481851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1481853.750000 Penalty: 4653.900391
	Iteration 29Q: 3 clusters Score -1481854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1481854.125000 Penalty: 4653.900391
	Iteration 30Q: 3 clusters Score -1481854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1481853.500000 Penalty: 4653.900391
	Iteration 31Q: 3 clusters Score -1481854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1481853.500000 Penalty: 4653.900391
	Iteration 32F: 3 clusters Score -1481854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Entering Unmasked Estep 
Score: -187624.812500 Penalty: 1854.866333
	Iteration 0F: 2 clusters Score -187624.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -185208.187500 Penalty: 3709.732666
	Iteration 0F: 3 clusters Score -185208.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -185718.484375 Penalty: 3709.732666
	Iteration 1F: 3 clusters Score -185718.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -185889.343750 Penalty: 3709.732666
	Iteration 2F: 3 clusters Score -185889.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -185973.281250 Penalty: 3709.732666
	Iteration 3Q: 3 clusters Score -185973.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -186032.078125 Penalty: 3709.732666
	Iteration 4Q: 3 clusters Score -186032.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -186081.515625 Penalty: 3709.732666
	Iteration 5Q: 3 clusters Score -186081.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -186125.515625 Penalty: 3709.732666
	Iteration 6Q: 3 clusters Score -186125.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -186162.968750 Penalty: 3709.732666
	Iteration 7Q: 3 clusters Score -186163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -186194.968750 Penalty: 3709.732666
	Iteration 8Q: 3 clusters Score -186195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -186219.781250 Penalty: 3709.732666
	Iteration 9Q: 3 clusters Score -186219.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -186234.578125 Penalty: 3709.732666
	Iteration 10Q: 3 clusters Score -186234.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -186245.421875 Penalty: 3709.732666
	Iteration 11Q: 3 clusters Score -186245.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -186253.562500 Penalty: 3709.732666
	Iteration 12Q: 3 clusters Score -186253.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -186261.187500 Penalty: 3709.732666
	Iteration 13Q: 3 clusters Score -186261.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -186263.421875 Penalty: 3709.732666
	Iteration 14Q: 3 clusters Score -186263.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -186264.234375 Penalty: 3709.732666
	Iteration 15Q: 3 clusters Score -186264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -186264.890625 Penalty: 3709.732666
	Iteration 16Q: 3 clusters Score -186264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -186266.671875 Penalty: 3709.732666
	Iteration 17Q: 3 clusters Score -186266.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -186270.125000 Penalty: 3709.732666
	Iteration 18Q: 3 clusters Score -186270.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -186270.968750 Penalty: 3709.732666
	Iteration 19Q: 3 clusters Score -186271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -186271.562500 Penalty: 3709.732666
	Iteration 20F: 3 clusters Score -186271.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Entering Unmasked Estep 
Score: -4430902.000000 Penalty: 2615.512207
	Iteration 0F: 2 clusters Score -4430902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -4405126.500000 Penalty: 5231.024414
	Iteration 0F: 3 clusters Score -4405126 nChanged 17363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -4415057.500000 Penalty: 5231.024414
	Iteration 1F: 3 clusters Score -4415058 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -4415814.000000 Penalty: 5231.024414
	Iteration 2Q: 3 clusters Score -4415814 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -4416715.000000 Penalty: 5231.024414
	Iteration 3F: 3 clusters Score -4416715 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -4417910.000000 Penalty: 5231.024414
	Iteration 4F: 3 clusters Score -4417910 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -4419450.500000 Penalty: 5231.024414
	Iteration 5F: 3 clusters Score -4419450 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -4421359.000000 Penalty: 5231.024414
	Iteration 6F: 3 clusters Score -4421359 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -4423581.500000 Penalty: 5231.024414
	Iteration 7F: 3 clusters Score -4423582 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -4425553.000000 Penalty: 5231.024414
	Iteration 8F: 3 clusters Score -4425553 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -4426900.500000 Penalty: 5231.024414
	Iteration 9Q: 3 clusters Score -4426900 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -4427645.500000 Penalty: 5231.024414
	Iteration 10Q: 3 clusters Score -4427646 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -4428042.000000 Penalty: 5231.024414
	Iteration 11Q: 3 clusters Score -4428042 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -4428256.500000 Penalty: 5231.024414
	Iteration 12Q: 3 clusters Score -4428256 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -4428408.500000 Penalty: 5231.024414
	Iteration 13Q: 3 clusters Score -4428408 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -4428501.000000 Penalty: 5231.024414
	Iteration 14Q: 3 clusters Score -4428501 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -4428568.500000 Penalty: 5231.024414
	Iteration 15Q: 3 clusters Score -4428568 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -4428612.500000 Penalty: 5231.024414
	Iteration 16Q: 3 clusters Score -4428612 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -4428657.000000 Penalty: 5231.024414
	Iteration 17Q: 3 clusters Score -4428657 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -4428676.000000 Penalty: 5231.024414
	Iteration 18Q: 3 clusters Score -4428676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -4428701.500000 Penalty: 5231.024414
	Iteration 19Q: 3 clusters Score -4428702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -4428718.000000 Penalty: 5231.024414
	Iteration 20F: 3 clusters Score -4428718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -4428720.500000 Penalty: 5231.024414
	Iteration 21Q: 3 clusters Score -4428720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -4428737.500000 Penalty: 5231.024414
	Iteration 22Q: 3 clusters Score -4428738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -4428733.500000 Penalty: 5231.024414
	Iteration 23Q: 3 clusters Score -4428734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -4428743.500000 Penalty: 5231.024414
	Iteration 24Q: 3 clusters Score -4428744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -4428755.000000 Penalty: 5231.024414
	Iteration 25Q: 3 clusters Score -4428755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -4428757.000000 Penalty: 5231.024414
	Iteration 26Q: 3 clusters Score -4428757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -4428760.500000 Penalty: 5231.024414
	Iteration 27Q: 3 clusters Score -4428760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -4428766.500000 Penalty: 5231.024414
	Iteration 28Q: 3 clusters Score -4428766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -4428776.500000 Penalty: 5231.024414
	Iteration 29Q: 3 clusters Score -4428776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -4428780.000000 Penalty: 5231.024414
	Iteration 30Q: 3 clusters Score -4428780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -4428789.000000 Penalty: 5231.024414
	Iteration 31Q: 3 clusters Score -4428789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -4428789.500000 Penalty: 5231.024414
	Iteration 32Q: 3 clusters Score -4428790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -4428797.000000 Penalty: 5231.024414
	Iteration 33Q: 3 clusters Score -4428797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -4428801.000000 Penalty: 5231.024414
	Iteration 34Q: 3 clusters Score -4428801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -4428817.000000 Penalty: 5231.024414
	Iteration 35Q: 3 clusters Score -4428817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -4428817.000000 Penalty: 5231.024414
	Iteration 36Q: 3 clusters Score -4428817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -4428821.500000 Penalty: 5231.024414
	Iteration 37Q: 3 clusters Score -4428822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -4428822.500000 Penalty: 5231.024414
	Iteration 38Q: 3 clusters Score -4428822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -4428827.000000 Penalty: 5231.024414
	Iteration 39Q: 3 clusters Score -4428827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -4428828.000000 Penalty: 5231.024414
	Iteration 40F: 3 clusters Score -4428828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -4428827.500000 Penalty: 5231.024414
	Iteration 41Q: 3 clusters Score -4428828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -4428825.000000 Penalty: 5231.024414
	Iteration 42Q: 3 clusters Score -4428825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -4428826.500000 Penalty: 5231.024414
	Iteration 43Q: 3 clusters Score -4428826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -4428832.500000 Penalty: 5231.024414
	Iteration 44Q: 3 clusters Score -4428832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -4428836.000000 Penalty: 5231.024414
	Iteration 45Q: 3 clusters Score -4428836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -4428840.500000 Penalty: 5231.024414
	Iteration 46Q: 3 clusters Score -4428840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -4428845.000000 Penalty: 5231.024414
	Iteration 47Q: 3 clusters Score -4428845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -4428843.000000 Penalty: 5231.024414
	Iteration 48Q: 3 clusters Score -4428843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -4428846.000000 Penalty: 5231.024414
	Iteration 49Q: 3 clusters Score -4428846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -4428848.500000 Penalty: 5231.024414
	Iteration 50Q: 3 clusters Score -4428848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -4428847.500000 Penalty: 5231.024414
	Iteration 51Q: 3 clusters Score -4428848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -4428846.500000 Penalty: 5231.024414
	Iteration 52Q: 3 clusters Score -4428846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -4428847.000000 Penalty: 5231.024414
	Iteration 53Q: 3 clusters Score -4428847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -4428851.000000 Penalty: 5231.024414
	Iteration 54Q: 3 clusters Score -4428851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -4428851.000000 Penalty: 5231.024414
	Iteration 55F: 3 clusters Score -4428851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Entering Unmasked Estep 
Score: -1640248.875000 Penalty: 2351.358154
	Iteration 0F: 2 clusters Score -1640249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1630619.625000 Penalty: 4702.716309
	Iteration 0F: 3 clusters Score -1630620 nChanged 5526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1633672.000000 Penalty: 4702.716309
	Iteration 1F: 3 clusters Score -1633672 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1634013.750000 Penalty: 4702.716309
	Iteration 2F: 3 clusters Score -1634014 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1634283.000000 Penalty: 4702.716309
	Iteration 3Q: 3 clusters Score -1634283 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1634538.250000 Penalty: 4702.716309
	Iteration 4Q: 3 clusters Score -1634538 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1634823.625000 Penalty: 4702.716309
	Iteration 5Q: 3 clusters Score -1634824 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1635127.500000 Penalty: 4702.716309
	Iteration 6Q: 3 clusters Score -1635128 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1635449.625000 Penalty: 4702.716309
	Iteration 7Q: 3 clusters Score -1635450 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1635782.000000 Penalty: 4702.716309
	Iteration 8Q: 3 clusters Score -1635782 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1636142.875000 Penalty: 4702.716309
	Iteration 9Q: 3 clusters Score -1636143 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1636533.875000 Penalty: 4702.716309
	Iteration 10Q: 3 clusters Score -1636534 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1636885.875000 Penalty: 4702.716309
	Iteration 11Q: 3 clusters Score -1636886 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1637247.375000 Penalty: 4702.716309
	Iteration 12Q: 3 clusters Score -1637247 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1637525.875000 Penalty: 4702.716309
	Iteration 13Q: 3 clusters Score -1637526 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1637736.500000 Penalty: 4702.716309
	Iteration 14Q: 3 clusters Score -1637736 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1637880.000000 Penalty: 4702.716309
	Iteration 15Q: 3 clusters Score -1637880 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1637972.500000 Penalty: 4702.716309
	Iteration 16Q: 3 clusters Score -1637972 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1638048.125000 Penalty: 4702.716309
	Iteration 17Q: 3 clusters Score -1638048 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1638093.875000 Penalty: 4702.716309
	Iteration 18Q: 3 clusters Score -1638094 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1638131.500000 Penalty: 4702.716309
	Iteration 19Q: 3 clusters Score -1638132 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1638149.750000 Penalty: 4702.716309
	Iteration 20F: 3 clusters Score -1638150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1638169.125000 Penalty: 4702.716309
	Iteration 21Q: 3 clusters Score -1638169 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1638185.625000 Penalty: 4702.716309
	Iteration 22Q: 3 clusters Score -1638186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1638198.375000 Penalty: 4702.716309
	Iteration 23Q: 3 clusters Score -1638198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1638202.125000 Penalty: 4702.716309
	Iteration 24Q: 3 clusters Score -1638202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1638206.000000 Penalty: 4702.716309
	Iteration 25Q: 3 clusters Score -1638206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1638212.500000 Penalty: 4702.716309
	Iteration 26Q: 3 clusters Score -1638212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1638209.500000 Penalty: 4702.716309
	Iteration 27Q: 3 clusters Score -1638210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1638216.000000 Penalty: 4702.716309
	Iteration 28Q: 3 clusters Score -1638216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1638215.750000 Penalty: 4702.716309
	Iteration 29Q: 3 clusters Score -1638216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1638216.250000 Penalty: 4702.716309
	Iteration 30Q: 3 clusters Score -1638216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1638222.750000 Penalty: 4702.716309
	Iteration 31Q: 3 clusters Score -1638223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1638231.625000 Penalty: 4702.716309
	Iteration 32Q: 3 clusters Score -1638232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1638237.375000 Penalty: 4702.716309
	Iteration 33Q: 3 clusters Score -1638237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1638244.625000 Penalty: 4702.716309
	Iteration 34Q: 3 clusters Score -1638245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1638247.000000 Penalty: 4702.716309
	Iteration 35Q: 3 clusters Score -1638247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1638250.375000 Penalty: 4702.716309
	Iteration 36Q: 3 clusters Score -1638250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1638251.875000 Penalty: 4702.716309
	Iteration 37Q: 3 clusters Score -1638252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1638253.375000 Penalty: 4702.716309
	Iteration 38Q: 3 clusters Score -1638253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1638257.625000 Penalty: 4702.716309
	Iteration 39Q: 3 clusters Score -1638258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1638261.750000 Penalty: 4702.716309
	Iteration 40F: 3 clusters Score -1638262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1638268.250000 Penalty: 4702.716309
	Iteration 41Q: 3 clusters Score -1638268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1638273.625000 Penalty: 4702.716309
	Iteration 42Q: 3 clusters Score -1638274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1638282.000000 Penalty: 4702.716309
	Iteration 43Q: 3 clusters Score -1638282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1638290.375000 Penalty: 4702.716309
	Iteration 44Q: 3 clusters Score -1638290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1638298.375000 Penalty: 4702.716309
	Iteration 45Q: 3 clusters Score -1638298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1638297.875000 Penalty: 4702.716309
	Iteration 46Q: 3 clusters Score -1638298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1638295.125000 Penalty: 4702.716309
	Iteration 47Q: 3 clusters Score -1638295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1638297.750000 Penalty: 4702.716309
	Iteration 48Q: 3 clusters Score -1638298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1638296.875000 Penalty: 4702.716309
	Iteration 49Q: 3 clusters Score -1638297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1638301.125000 Penalty: 4702.716309
	Iteration 50Q: 3 clusters Score -1638301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1638304.250000 Penalty: 4702.716309
	Iteration 51Q: 3 clusters Score -1638304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1638307.125000 Penalty: 4702.716309
	Iteration 52Q: 3 clusters Score -1638307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1638310.500000 Penalty: 4702.716309
	Iteration 53Q: 3 clusters Score -1638310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1638310.750000 Penalty: 4702.716309
	Iteration 54Q: 3 clusters Score -1638311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1638312.750000 Penalty: 4702.716309
	Iteration 55Q: 3 clusters Score -1638313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1638312.250000 Penalty: 4702.716309
	Iteration 56Q: 3 clusters Score -1638312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1638312.625000 Penalty: 4702.716309
	Iteration 57Q: 3 clusters Score -1638313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1638316.250000 Penalty: 4702.716309
	Iteration 58Q: 3 clusters Score -1638316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1638317.625000 Penalty: 4702.716309
	Iteration 59Q: 3 clusters Score -1638318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1638319.750000 Penalty: 4702.716309
	Iteration 60F: 3 clusters Score -1638320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1638320.000000 Penalty: 4702.716309
	Iteration 61Q: 3 clusters Score -1638320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1638320.000000 Penalty: 4702.716309
	Iteration 62F: 3 clusters Score -1638320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -26984.328125 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -26984.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25822.908203 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -25822.91 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26064.513672 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -26064.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26231.046875 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -26231.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26460.156250 Penalty: 2832.371582
	Iteration 3F: 3 clusters Score -26460.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -26603.654297 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -26603.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26641.414062 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -26641.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26663.386719 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -26663.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26751.339844 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -26751.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -26776.373047 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -26776.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26779.613281 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -26779.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26783.867188 Penalty: 2832.371582
	Iteration 10F: 3 clusters Score -26783.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -26811.466797 Penalty: 2832.371582
	Iteration 11Q: 3 clusters Score -26811.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26832.750000 Penalty: 2832.371582
	Iteration 12Q: 3 clusters Score -26832.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -26870.658203 Penalty: 2832.371582
	Iteration 13Q: 3 clusters Score -26870.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26881.097656 Penalty: 2832.371582
	Iteration 14Q: 3 clusters Score -26881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -26904.074219 Penalty: 2832.371582
	Iteration 15Q: 3 clusters Score -26904.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -26951.621094 Penalty: 2832.371582
	Iteration 16Q: 3 clusters Score -26951.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26983.003906 Penalty: 2832.371582
	Iteration 17Q: 3 clusters Score -26983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27011.470703 Penalty: 2832.371582
	Iteration 18Q: 3 clusters Score -27011.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27046.732422 Penalty: 2832.371582
	Iteration 19Q: 3 clusters Score -27046.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -27058.601562 Penalty: 2832.371582
	Iteration 20F: 3 clusters Score -27058.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 263051 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17677 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182281 members 
Mstep: Class 7 contains 25544 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58574 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69052 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65485 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249819 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 35050 members 
Mstep: Class 26 contains 10178 members 
Mstep: Class 27 contains 11883 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38041 members 
Mstep: Class 30 contains 13112 members 
Mstep: Class 31 contains 72 members 
Mstep: Class 32 contains 27563 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25264 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8682 members 
Mstep: Class 41 contains 230 members 
Entering Unmasked Estep 
Score: -148084208.000000 Penalty: 142708.921875
Splitting cluster 31 changes total score from -148086208.000000 to -148084208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (27563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Entering Unmasked Estep 
Score: -3302759.500000 Penalty: 2535.608887
	Iteration 0F: 2 clusters Score -3302760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -3283716.750000 Penalty: 5071.217773
	Iteration 0F: 3 clusters Score -3283717 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -3290335.250000 Penalty: 5071.217773
	Iteration 1F: 3 clusters Score -3290335 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -3290755.000000 Penalty: 5071.217773
	Iteration 2Q: 3 clusters Score -3290755 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3291116.500000 Penalty: 5071.217773
	Iteration 3Q: 3 clusters Score -3291116 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3291481.500000 Penalty: 5071.217773
	Iteration 4Q: 3 clusters Score -3291482 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3291930.500000 Penalty: 5071.217773
	Iteration 5Q: 3 clusters Score -3291930 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -3292507.250000 Penalty: 5071.217773
	Iteration 6Q: 3 clusters Score -3292507 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -3293227.000000 Penalty: 5071.217773
	Iteration 7Q: 3 clusters Score -3293227 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -3294086.250000 Penalty: 5071.217773
	Iteration 8F: 3 clusters Score -3294086 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3294948.000000 Penalty: 5071.217773
	Iteration 9F: 3 clusters Score -3294948 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3295712.250000 Penalty: 5071.217773
	Iteration 10Q: 3 clusters Score -3295712 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -3296211.750000 Penalty: 5071.217773
	Iteration 11Q: 3 clusters Score -3296212 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3296587.000000 Penalty: 5071.217773
	Iteration 12Q: 3 clusters Score -3296587 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -3296866.500000 Penalty: 5071.217773
	Iteration 13Q: 3 clusters Score -3296866 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3297151.000000 Penalty: 5071.217773
	Iteration 14Q: 3 clusters Score -3297151 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -3297419.000000 Penalty: 5071.217773
	Iteration 15Q: 3 clusters Score -3297419 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3297657.500000 Penalty: 5071.217773
	Iteration 16Q: 3 clusters Score -3297658 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3297868.500000 Penalty: 5071.217773
	Iteration 17Q: 3 clusters Score -3297868 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3298084.250000 Penalty: 5071.217773
	Iteration 18Q: 3 clusters Score -3298084 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -3298314.000000 Penalty: 5071.217773
	Iteration 19Q: 3 clusters Score -3298314 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -3298673.250000 Penalty: 5071.217773
	Iteration 20F: 3 clusters Score -3298673 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -3299125.500000 Penalty: 5071.217773
	Iteration 21Q: 3 clusters Score -3299126 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -3299566.500000 Penalty: 5071.217773
	Iteration 22Q: 3 clusters Score -3299566 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -3299967.250000 Penalty: 5071.217773
	Iteration 23Q: 3 clusters Score -3299967 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -3300358.750000 Penalty: 5071.217773
	Iteration 24Q: 3 clusters Score -3300359 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -3300669.250000 Penalty: 5071.217773
	Iteration 25Q: 3 clusters Score -3300669 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -3300899.250000 Penalty: 5071.217773
	Iteration 26Q: 3 clusters Score -3300899 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -3301032.500000 Penalty: 5071.217773
	Iteration 27Q: 3 clusters Score -3301032 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -3301147.250000 Penalty: 5071.217773
	Iteration 28Q: 3 clusters Score -3301147 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -3301260.750000 Penalty: 5071.217773
	Iteration 29Q: 3 clusters Score -3301261 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -3301362.500000 Penalty: 5071.217773
	Iteration 30Q: 3 clusters Score -3301362 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3301418.000000 Penalty: 5071.217773
	Iteration 31Q: 3 clusters Score -3301418 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -3301462.000000 Penalty: 5071.217773
	Iteration 32Q: 3 clusters Score -3301462 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3301490.750000 Penalty: 5071.217773
	Iteration 33Q: 3 clusters Score -3301491 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -3301498.750000 Penalty: 5071.217773
	Iteration 34Q: 3 clusters Score -3301499 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3301498.500000 Penalty: 5071.217773
	Iteration 35Q: 3 clusters Score -3301498 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -3301505.250000 Penalty: 5071.217773
	Iteration 36Q: 3 clusters Score -3301505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -3301503.750000 Penalty: 5071.217773
	Iteration 37Q: 3 clusters Score -3301504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -3301501.000000 Penalty: 5071.217773
	Iteration 38Q: 3 clusters Score -3301501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3301509.750000 Penalty: 5071.217773
	Iteration 39Q: 3 clusters Score -3301510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3301505.000000 Penalty: 5071.217773
	Iteration 40F: 3 clusters Score -3301505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3301509.250000 Penalty: 5071.217773
	Iteration 41Q: 3 clusters Score -3301509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -3301511.000000 Penalty: 5071.217773
	Iteration 42Q: 3 clusters Score -3301511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3301509.500000 Penalty: 5071.217773
	Iteration 43Q: 3 clusters Score -3301510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -3301513.500000 Penalty: 5071.217773
	Iteration 44Q: 3 clusters Score -3301514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -3301514.500000 Penalty: 5071.217773
	Iteration 45Q: 3 clusters Score -3301514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3301522.250000 Penalty: 5071.217773
	Iteration 46Q: 3 clusters Score -3301522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3301518.500000 Penalty: 5071.217773
	Iteration 47Q: 3 clusters Score -3301518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -3301516.000000 Penalty: 5071.217773
	Iteration 48Q: 3 clusters Score -3301516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -3301513.500000 Penalty: 5071.217773
	Iteration 49Q: 3 clusters Score -3301514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -3301513.500000 Penalty: 5071.217773
	Iteration 50F: 3 clusters Score -3301514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Entering Unmasked Estep 
Score: -226863.453125 Penalty: 1898.419434
	Iteration 0F: 2 clusters Score -226863.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -224240.734375 Penalty: 3796.838867
	Iteration 0F: 3 clusters Score -224240.7 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -224827.031250 Penalty: 3796.838867
	Iteration 1F: 3 clusters Score -224827 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -225150.687500 Penalty: 3796.838867
	Iteration 2F: 3 clusters Score -225150.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -225459.484375 Penalty: 3796.838867
	Iteration 3F: 3 clusters Score -225459.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -225716.656250 Penalty: 3796.838867
	Iteration 4F: 3 clusters Score -225716.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -225890.828125 Penalty: 3796.838867
	Iteration 5F: 3 clusters Score -225890.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -226007.609375 Penalty: 3796.838867
	Iteration 6Q: 3 clusters Score -226007.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -226086.406250 Penalty: 3796.838867
	Iteration 7Q: 3 clusters Score -226086.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -226147.531250 Penalty: 3796.838867
	Iteration 8Q: 3 clusters Score -226147.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -226210.703125 Penalty: 3796.838867
	Iteration 9Q: 3 clusters Score -226210.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -226264.375000 Penalty: 3796.838867
	Iteration 10Q: 3 clusters Score -226264.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -226315.187500 Penalty: 3796.838867
	Iteration 11Q: 3 clusters Score -226315.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -226400.562500 Penalty: 3796.838867
	Iteration 12Q: 3 clusters Score -226400.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -226474.453125 Penalty: 3796.838867
	Iteration 13Q: 3 clusters Score -226474.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -226508.046875 Penalty: 3796.838867
	Iteration 14Q: 3 clusters Score -226508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -226543.953125 Penalty: 3796.838867
	Iteration 15Q: 3 clusters Score -226544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -226586.125000 Penalty: 3796.838867
	Iteration 16Q: 3 clusters Score -226586.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -226613.359375 Penalty: 3796.838867
	Iteration 17Q: 3 clusters Score -226613.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -226648.078125 Penalty: 3796.838867
	Iteration 18Q: 3 clusters Score -226648.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -226661.515625 Penalty: 3796.838867
	Iteration 19Q: 3 clusters Score -226661.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -226678.187500 Penalty: 3796.838867
	Iteration 20F: 3 clusters Score -226678.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -226697.765625 Penalty: 3796.838867
	Iteration 21Q: 3 clusters Score -226697.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -226712.421875 Penalty: 3796.838867
	Iteration 22Q: 3 clusters Score -226712.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -226712.421875 Penalty: 3796.838867
	Iteration 23F: 3 clusters Score -226712.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -57989.117188 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -57989.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56501.734375 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -56501.73 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56800.503906 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -56800.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -56918.421875 Penalty: 3125.189941
	Iteration 2F: 3 clusters Score -56918.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -57000.265625 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -57000.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57021.214844 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -57021.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57031.867188 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -57031.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -57033.843750 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -57033.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -57035.738281 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -57035.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57040.742188 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -57040.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -57040.742188 Penalty: 3125.189941
	Iteration 9F: 3 clusters Score -57040.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (25264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Entering Unmasked Estep 
Score: -3079396.750000 Penalty: 2514.009521
	Iteration 0F: 2 clusters Score -3079397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3061940.500000 Penalty: 5028.019043
	Iteration 0F: 3 clusters Score -3061940 nChanged 11178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3068042.000000 Penalty: 5028.019043
	Iteration 1F: 3 clusters Score -3068042 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3068707.500000 Penalty: 5028.019043
	Iteration 2F: 3 clusters Score -3068708 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3069473.000000 Penalty: 5028.019043
	Iteration 3F: 3 clusters Score -3069473 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3070502.500000 Penalty: 5028.019043
	Iteration 4F: 3 clusters Score -3070502 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -3071816.500000 Penalty: 5028.019043
	Iteration 5F: 3 clusters Score -3071816 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -3073241.250000 Penalty: 5028.019043
	Iteration 6F: 3 clusters Score -3073241 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -3074585.000000 Penalty: 5028.019043
	Iteration 7F: 3 clusters Score -3074585 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -3075673.250000 Penalty: 5028.019043
	Iteration 8Q: 3 clusters Score -3075673 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3076412.500000 Penalty: 5028.019043
	Iteration 9Q: 3 clusters Score -3076412 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3076832.250000 Penalty: 5028.019043
	Iteration 10Q: 3 clusters Score -3076832 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3077066.750000 Penalty: 5028.019043
	Iteration 11Q: 3 clusters Score -3077067 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3077186.750000 Penalty: 5028.019043
	Iteration 12Q: 3 clusters Score -3077187 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3077291.250000 Penalty: 5028.019043
	Iteration 13Q: 3 clusters Score -3077291 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3077356.750000 Penalty: 5028.019043
	Iteration 14Q: 3 clusters Score -3077357 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3077431.000000 Penalty: 5028.019043
	Iteration 15Q: 3 clusters Score -3077431 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3077504.250000 Penalty: 5028.019043
	Iteration 16Q: 3 clusters Score -3077504 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3077581.750000 Penalty: 5028.019043
	Iteration 17Q: 3 clusters Score -3077582 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3077643.750000 Penalty: 5028.019043
	Iteration 18Q: 3 clusters Score -3077644 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3077672.250000 Penalty: 5028.019043
	Iteration 19Q: 3 clusters Score -3077672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3077696.500000 Penalty: 5028.019043
	Iteration 20F: 3 clusters Score -3077696 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3077715.500000 Penalty: 5028.019043
	Iteration 21Q: 3 clusters Score -3077716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3077729.250000 Penalty: 5028.019043
	Iteration 22Q: 3 clusters Score -3077729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3077743.000000 Penalty: 5028.019043
	Iteration 23Q: 3 clusters Score -3077743 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3077753.750000 Penalty: 5028.019043
	Iteration 24Q: 3 clusters Score -3077754 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3077769.500000 Penalty: 5028.019043
	Iteration 25Q: 3 clusters Score -3077770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3077771.750000 Penalty: 5028.019043
	Iteration 26Q: 3 clusters Score -3077772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3077769.000000 Penalty: 5028.019043
	Iteration 27Q: 3 clusters Score -3077769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3077769.750000 Penalty: 5028.019043
	Iteration 28Q: 3 clusters Score -3077770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3077770.750000 Penalty: 5028.019043
	Iteration 29Q: 3 clusters Score -3077771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3077774.000000 Penalty: 5028.019043
	Iteration 30Q: 3 clusters Score -3077774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3077777.250000 Penalty: 5028.019043
	Iteration 31Q: 3 clusters Score -3077777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3077783.250000 Penalty: 5028.019043
	Iteration 32Q: 3 clusters Score -3077783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3077781.750000 Penalty: 5028.019043
	Iteration 33Q: 3 clusters Score -3077782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3077781.750000 Penalty: 5028.019043
	Iteration 34F: 3 clusters Score -3077782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -57689.992188 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -57689.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56198.289062 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -56198.29 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56333.054688 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -56333.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56368.339844 Penalty: 3084.425781
	Iteration 2Q: 3 clusters Score -56368.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56384.488281 Penalty: 3084.425781
	Iteration 3Q: 3 clusters Score -56384.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56392.308594 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -56392.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56398.003906 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -56398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56400.445312 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -56400.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56403.019531 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -56403.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56403.019531 Penalty: 3084.425781
	Iteration 8F: 3 clusters Score -56403.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Entering Unmasked Estep 
Score: -728759.812500 Penalty: 2163.199707
	Iteration 0F: 2 clusters Score -728759.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -723585.375000 Penalty: 4326.399414
	Iteration 0F: 3 clusters Score -723585.4 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -724973.000000 Penalty: 4326.399414
	Iteration 1F: 3 clusters Score -724973 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -725257.062500 Penalty: 4326.399414
	Iteration 2F: 3 clusters Score -725257.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -725424.562500 Penalty: 4326.399414
	Iteration 3F: 3 clusters Score -725424.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -725524.312500 Penalty: 4326.399414
	Iteration 4Q: 3 clusters Score -725524.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -725597.875000 Penalty: 4326.399414
	Iteration 5Q: 3 clusters Score -725597.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -725655.312500 Penalty: 4326.399414
	Iteration 6Q: 3 clusters Score -725655.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -725708.812500 Penalty: 4326.399414
	Iteration 7Q: 3 clusters Score -725708.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -725762.750000 Penalty: 4326.399414
	Iteration 8Q: 3 clusters Score -725762.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -725809.937500 Penalty: 4326.399414
	Iteration 9Q: 3 clusters Score -725809.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -725848.312500 Penalty: 4326.399414
	Iteration 10Q: 3 clusters Score -725848.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -725896.812500 Penalty: 4326.399414
	Iteration 11Q: 3 clusters Score -725896.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -725936.625000 Penalty: 4326.399414
	Iteration 12Q: 3 clusters Score -725936.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -725978.750000 Penalty: 4326.399414
	Iteration 13Q: 3 clusters Score -725978.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -726017.437500 Penalty: 4326.399414
	Iteration 14Q: 3 clusters Score -726017.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -726049.312500 Penalty: 4326.399414
	Iteration 15Q: 3 clusters Score -726049.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -726080.250000 Penalty: 4326.399414
	Iteration 16Q: 3 clusters Score -726080.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -726106.500000 Penalty: 4326.399414
	Iteration 17Q: 3 clusters Score -726106.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -726136.500000 Penalty: 4326.399414
	Iteration 18Q: 3 clusters Score -726136.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -726169.562500 Penalty: 4326.399414
	Iteration 19Q: 3 clusters Score -726169.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -726195.562500 Penalty: 4326.399414
	Iteration 20F: 3 clusters Score -726195.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -726223.750000 Penalty: 4326.399414
	Iteration 21Q: 3 clusters Score -726223.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -726261.562500 Penalty: 4326.399414
	Iteration 22Q: 3 clusters Score -726261.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -726295.875000 Penalty: 4326.399414
	Iteration 23Q: 3 clusters Score -726295.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -726326.375000 Penalty: 4326.399414
	Iteration 24Q: 3 clusters Score -726326.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -726370.062500 Penalty: 4326.399414
	Iteration 25Q: 3 clusters Score -726370.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -726421.187500 Penalty: 4326.399414
	Iteration 26Q: 3 clusters Score -726421.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -726460.062500 Penalty: 4326.399414
	Iteration 27Q: 3 clusters Score -726460.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -726490.937500 Penalty: 4326.399414
	Iteration 28Q: 3 clusters Score -726490.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -726514.812500 Penalty: 4326.399414
	Iteration 29Q: 3 clusters Score -726514.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -726542.062500 Penalty: 4326.399414
	Iteration 30Q: 3 clusters Score -726542.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -726575.125000 Penalty: 4326.399414
	Iteration 31Q: 3 clusters Score -726575.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -726611.812500 Penalty: 4326.399414
	Iteration 32Q: 3 clusters Score -726611.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -726660.687500 Penalty: 4326.399414
	Iteration 33Q: 3 clusters Score -726660.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -726730.500000 Penalty: 4326.399414
	Iteration 34Q: 3 clusters Score -726730.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -726794.125000 Penalty: 4326.399414
	Iteration 35Q: 3 clusters Score -726794.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -726860.937500 Penalty: 4326.399414
	Iteration 36Q: 3 clusters Score -726860.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -726937.250000 Penalty: 4326.399414
	Iteration 37Q: 3 clusters Score -726937.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -727006.625000 Penalty: 4326.399414
	Iteration 38Q: 3 clusters Score -727006.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -727087.687500 Penalty: 4326.399414
	Iteration 39Q: 3 clusters Score -727087.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -727157.375000 Penalty: 4326.399414
	Iteration 40F: 3 clusters Score -727157.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -727203.187500 Penalty: 4326.399414
	Iteration 41Q: 3 clusters Score -727203.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -727236.187500 Penalty: 4326.399414
	Iteration 42Q: 3 clusters Score -727236.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -727253.000000 Penalty: 4326.399414
	Iteration 43Q: 3 clusters Score -727253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -727265.500000 Penalty: 4326.399414
	Iteration 44Q: 3 clusters Score -727265.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -727276.750000 Penalty: 4326.399414
	Iteration 45Q: 3 clusters Score -727276.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -727288.437500 Penalty: 4326.399414
	Iteration 46Q: 3 clusters Score -727288.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -727300.187500 Penalty: 4326.399414
	Iteration 47Q: 3 clusters Score -727300.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -727316.000000 Penalty: 4326.399414
	Iteration 48Q: 3 clusters Score -727316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -727328.937500 Penalty: 4326.399414
	Iteration 49Q: 3 clusters Score -727328.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -727340.375000 Penalty: 4326.399414
	Iteration 50Q: 3 clusters Score -727340.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -727350.687500 Penalty: 4326.399414
	Iteration 51Q: 3 clusters Score -727350.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -727361.062500 Penalty: 4326.399414
	Iteration 52Q: 3 clusters Score -727361.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -727367.875000 Penalty: 4326.399414
	Iteration 53Q: 3 clusters Score -727367.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -727371.750000 Penalty: 4326.399414
	Iteration 54Q: 3 clusters Score -727371.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -727375.125000 Penalty: 4326.399414
	Iteration 55Q: 3 clusters Score -727375.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -727378.625000 Penalty: 4326.399414
	Iteration 56Q: 3 clusters Score -727378.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -727381.375000 Penalty: 4326.399414
	Iteration 57Q: 3 clusters Score -727381.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -727380.312500 Penalty: 4326.399414
	Iteration 58Q: 3 clusters Score -727380.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -727380.312500 Penalty: 4326.399414
	Iteration 59F: 3 clusters Score -727380.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Entering Unmasked Estep 
Score: -742950.562500 Penalty: 2176.718994
	Iteration 0F: 2 clusters Score -742950.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -737551.062500 Penalty: 4353.437988
	Iteration 0F: 3 clusters Score -737551.1 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -739103.062500 Penalty: 4353.437988
	Iteration 1F: 3 clusters Score -739103.1 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -739499.875000 Penalty: 4353.437988
	Iteration 2F: 3 clusters Score -739499.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -739801.000000 Penalty: 4353.437988
	Iteration 3F: 3 clusters Score -739801 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -740085.562500 Penalty: 4353.437988
	Iteration 4F: 3 clusters Score -740085.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -740340.812500 Penalty: 4353.437988
	Iteration 5Q: 3 clusters Score -740340.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -740567.187500 Penalty: 4353.437988
	Iteration 6Q: 3 clusters Score -740567.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -740746.062500 Penalty: 4353.437988
	Iteration 7Q: 3 clusters Score -740746.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -740901.625000 Penalty: 4353.437988
	Iteration 8Q: 3 clusters Score -740901.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -741009.500000 Penalty: 4353.437988
	Iteration 9Q: 3 clusters Score -741009.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -741108.187500 Penalty: 4353.437988
	Iteration 10Q: 3 clusters Score -741108.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -741188.750000 Penalty: 4353.437988
	Iteration 11Q: 3 clusters Score -741188.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -741251.375000 Penalty: 4353.437988
	Iteration 12Q: 3 clusters Score -741251.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -741300.250000 Penalty: 4353.437988
	Iteration 13Q: 3 clusters Score -741300.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -741348.437500 Penalty: 4353.437988
	Iteration 14Q: 3 clusters Score -741348.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -741395.812500 Penalty: 4353.437988
	Iteration 15Q: 3 clusters Score -741395.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -741457.375000 Penalty: 4353.437988
	Iteration 16Q: 3 clusters Score -741457.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -741534.562500 Penalty: 4353.437988
	Iteration 17Q: 3 clusters Score -741534.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -741622.375000 Penalty: 4353.437988
	Iteration 18Q: 3 clusters Score -741622.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -741704.437500 Penalty: 4353.437988
	Iteration 19Q: 3 clusters Score -741704.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -741783.125000 Penalty: 4353.437988
	Iteration 20F: 3 clusters Score -741783.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -741851.750000 Penalty: 4353.437988
	Iteration 21Q: 3 clusters Score -741851.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -741889.937500 Penalty: 4353.437988
	Iteration 22Q: 3 clusters Score -741889.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -741920.500000 Penalty: 4353.437988
	Iteration 23Q: 3 clusters Score -741920.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -741942.750000 Penalty: 4353.437988
	Iteration 24Q: 3 clusters Score -741942.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -741954.562500 Penalty: 4353.437988
	Iteration 25Q: 3 clusters Score -741954.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -741965.562500 Penalty: 4353.437988
	Iteration 26Q: 3 clusters Score -741965.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -741970.750000 Penalty: 4353.437988
	Iteration 27Q: 3 clusters Score -741970.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -741971.750000 Penalty: 4353.437988
	Iteration 28Q: 3 clusters Score -741971.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -741972.562500 Penalty: 4353.437988
	Iteration 29Q: 3 clusters Score -741972.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -741974.812500 Penalty: 4353.437988
	Iteration 30Q: 3 clusters Score -741974.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -741973.625000 Penalty: 4353.437988
	Iteration 31Q: 3 clusters Score -741973.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -741975.250000 Penalty: 4353.437988
	Iteration 32Q: 3 clusters Score -741975.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -741975.250000 Penalty: 4353.437988
	Iteration 33F: 3 clusters Score -741975.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -81729.929688 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -81729.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -79949.984375 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -79949.98 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80229.796875 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -80229.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -80345.578125 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -80345.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -80408.460938 Penalty: 3298.538330
	Iteration 3Q: 3 clusters Score -80408.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -80453.093750 Penalty: 3298.538330
	Iteration 4Q: 3 clusters Score -80453.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80491.179688 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -80491.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -80522.312500 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -80522.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -80555.976562 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -80555.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -80585.835938 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -80585.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -80611.726562 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -80611.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -80634.609375 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -80634.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80678.195312 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -80678.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80726.515625 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -80726.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -80750.273438 Penalty: 3298.538330
	Iteration 13Q: 3 clusters Score -80750.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -80766.140625 Penalty: 3298.538330
	Iteration 14Q: 3 clusters Score -80766.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80784.609375 Penalty: 3298.538330
	Iteration 15Q: 3 clusters Score -80784.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80798.820312 Penalty: 3298.538330
	Iteration 16Q: 3 clusters Score -80798.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -80811.429688 Penalty: 3298.538330
	Iteration 17Q: 3 clusters Score -80811.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -80825.757812 Penalty: 3298.538330
	Iteration 18Q: 3 clusters Score -80825.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -80831.773438 Penalty: 3298.538330
	Iteration 19Q: 3 clusters Score -80831.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80832.718750 Penalty: 3298.538330
	Iteration 20F: 3 clusters Score -80832.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -80835.851562 Penalty: 3298.538330
	Iteration 21Q: 3 clusters Score -80835.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80837.390625 Penalty: 3298.538330
	Iteration 22Q: 3 clusters Score -80837.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -80838.328125 Penalty: 3298.538330
	Iteration 23Q: 3 clusters Score -80838.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -80843.093750 Penalty: 3298.538330
	Iteration 24Q: 3 clusters Score -80843.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80851.125000 Penalty: 3298.538330
	Iteration 25Q: 3 clusters Score -80851.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80862.734375 Penalty: 3298.538330
	Iteration 26Q: 3 clusters Score -80862.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80884.187500 Penalty: 3298.538330
	Iteration 27Q: 3 clusters Score -80884.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80893.445312 Penalty: 3298.538330
	Iteration 28Q: 3 clusters Score -80893.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80896.875000 Penalty: 3298.538330
	Iteration 29Q: 3 clusters Score -80896.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80896.875000 Penalty: 3298.538330
	Iteration 30F: 3 clusters Score -80896.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Entering Unmasked Estep 
Score: -949785.750000 Penalty: 2249.113770
	Iteration 0F: 2 clusters Score -949785.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -942963.750000 Penalty: 4498.227539
	Iteration 0F: 3 clusters Score -942963.8 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -944918.562500 Penalty: 4498.227539
	Iteration 1F: 3 clusters Score -944918.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -945275.250000 Penalty: 4498.227539
	Iteration 2F: 3 clusters Score -945275.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -945591.437500 Penalty: 4498.227539
	Iteration 3F: 3 clusters Score -945591.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -945850.625000 Penalty: 4498.227539
	Iteration 4F: 3 clusters Score -945850.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -946090.625000 Penalty: 4498.227539
	Iteration 5Q: 3 clusters Score -946090.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -946351.812500 Penalty: 4498.227539
	Iteration 6Q: 3 clusters Score -946351.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -946620.125000 Penalty: 4498.227539
	Iteration 7Q: 3 clusters Score -946620.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -946843.437500 Penalty: 4498.227539
	Iteration 8Q: 3 clusters Score -946843.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -947035.750000 Penalty: 4498.227539
	Iteration 9Q: 3 clusters Score -947035.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -947230.437500 Penalty: 4498.227539
	Iteration 10Q: 3 clusters Score -947230.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -947442.250000 Penalty: 4498.227539
	Iteration 11Q: 3 clusters Score -947442.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -947633.250000 Penalty: 4498.227539
	Iteration 12Q: 3 clusters Score -947633.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -947776.875000 Penalty: 4498.227539
	Iteration 13Q: 3 clusters Score -947776.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -947880.562500 Penalty: 4498.227539
	Iteration 14Q: 3 clusters Score -947880.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -947937.500000 Penalty: 4498.227539
	Iteration 15Q: 3 clusters Score -947937.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -947972.687500 Penalty: 4498.227539
	Iteration 16Q: 3 clusters Score -947972.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -948004.937500 Penalty: 4498.227539
	Iteration 17Q: 3 clusters Score -948004.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -948031.875000 Penalty: 4498.227539
	Iteration 18Q: 3 clusters Score -948031.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -948054.437500 Penalty: 4498.227539
	Iteration 19Q: 3 clusters Score -948054.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -948080.437500 Penalty: 4498.227539
	Iteration 20F: 3 clusters Score -948080.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -948104.000000 Penalty: 4498.227539
	Iteration 21Q: 3 clusters Score -948104 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -948126.312500 Penalty: 4498.227539
	Iteration 22Q: 3 clusters Score -948126.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -948150.500000 Penalty: 4498.227539
	Iteration 23Q: 3 clusters Score -948150.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -948169.750000 Penalty: 4498.227539
	Iteration 24Q: 3 clusters Score -948169.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -948199.187500 Penalty: 4498.227539
	Iteration 25Q: 3 clusters Score -948199.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -948222.500000 Penalty: 4498.227539
	Iteration 26Q: 3 clusters Score -948222.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -948238.125000 Penalty: 4498.227539
	Iteration 27Q: 3 clusters Score -948238.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -948247.875000 Penalty: 4498.227539
	Iteration 28Q: 3 clusters Score -948247.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -948259.750000 Penalty: 4498.227539
	Iteration 29Q: 3 clusters Score -948259.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -948272.687500 Penalty: 4498.227539
	Iteration 30Q: 3 clusters Score -948272.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -948275.375000 Penalty: 4498.227539
	Iteration 31Q: 3 clusters Score -948275.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -948280.500000 Penalty: 4498.227539
	Iteration 32Q: 3 clusters Score -948280.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -948283.125000 Penalty: 4498.227539
	Iteration 33Q: 3 clusters Score -948283.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -948283.812500 Penalty: 4498.227539
	Iteration 34Q: 3 clusters Score -948283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -948283.000000 Penalty: 4498.227539
	Iteration 35Q: 3 clusters Score -948283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -948283.562500 Penalty: 4498.227539
	Iteration 36Q: 3 clusters Score -948283.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -948283.562500 Penalty: 4498.227539
	Iteration 37F: 3 clusters Score -948283.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 263051 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17677 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182281 members 
Mstep: Class 7 contains 25544 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58574 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69052 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65485 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249819 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 35050 members 
Mstep: Class 26 contains 10178 members 
Mstep: Class 27 contains 11883 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38041 members 
Mstep: Class 30 contains 13112 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27563 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25264 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6484 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086224.000000 Penalty: 139228.203125
Iteration 239Q: 41 clusters Score -1.480862e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 459 members 
Mstep: Class 1 contains 263058 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17677 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182282 members 
Mstep: Class 7 contains 25543 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58577 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69047 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65485 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249814 members 
Mstep: Class 19 contains 463 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 35047 members 
Mstep: Class 26 contains 10178 members 
Mstep: Class 27 contains 11884 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38041 members 
Mstep: Class 30 contains 13112 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27564 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25264 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086240.000000 Penalty: 139228.203125
Iteration 240F: 41 clusters Score -1.480862e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263076 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17678 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182282 members 
Mstep: Class 7 contains 25543 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58577 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69042 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65487 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249800 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 35044 members 
Mstep: Class 26 contains 10178 members 
Mstep: Class 27 contains 11883 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38041 members 
Mstep: Class 30 contains 13112 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27566 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25264 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086304.000000 Penalty: 139228.203125
Iteration 241Q: 41 clusters Score -1.480863e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263082 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17678 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182282 members 
Mstep: Class 7 contains 25543 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58580 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69039 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65489 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249792 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8194 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 35042 members 
Mstep: Class 26 contains 10177 members 
Mstep: Class 27 contains 11883 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38042 members 
Mstep: Class 30 contains 13112 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27567 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25265 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086336.000000 Penalty: 139228.203125
Iteration 242Q: 41 clusters Score -1.480863e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263098 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17678 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182281 members 
Mstep: Class 7 contains 25543 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58578 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69032 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65489 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249783 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8196 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 35040 members 
Mstep: Class 26 contains 10176 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38042 members 
Mstep: Class 30 contains 13112 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27567 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25267 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086320.000000 Penalty: 139228.203125
Iteration 243Q: 41 clusters Score -1.480863e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263116 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17678 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182281 members 
Mstep: Class 7 contains 25541 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58577 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69021 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65489 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249780 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 35041 members 
Mstep: Class 26 contains 10173 members 
Mstep: Class 27 contains 11883 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38042 members 
Mstep: Class 30 contains 13112 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27569 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25266 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086224.000000 Penalty: 139228.203125
Iteration 244Q: 41 clusters Score -1.480862e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263140 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17678 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182280 members 
Mstep: Class 7 contains 25541 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58577 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69016 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65489 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249763 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8199 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 35042 members 
Mstep: Class 26 contains 10170 members 
Mstep: Class 27 contains 11883 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38042 members 
Mstep: Class 30 contains 13112 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27569 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25266 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086192.000000 Penalty: 139228.203125
Iteration 245Q: 41 clusters Score -1.480862e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263151 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17678 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182278 members 
Mstep: Class 7 contains 25541 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58576 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69008 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65488 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249762 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8199 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 35040 members 
Mstep: Class 26 contains 10170 members 
Mstep: Class 27 contains 11883 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38041 members 
Mstep: Class 30 contains 13112 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27571 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25270 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6140 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086208.000000 Penalty: 139228.203125
Iteration 246Q: 41 clusters Score -1.480862e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263171 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17678 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182275 members 
Mstep: Class 7 contains 25541 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58573 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 69000 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65488 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249749 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8199 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5551 members 
Mstep: Class 25 contains 35038 members 
Mstep: Class 26 contains 10172 members 
Mstep: Class 27 contains 11884 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38040 members 
Mstep: Class 30 contains 13113 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27571 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25274 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086224.000000 Penalty: 139228.203125
Iteration 247Q: 41 clusters Score -1.480862e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263179 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17679 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182273 members 
Mstep: Class 7 contains 25541 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58572 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68997 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65489 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249744 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8199 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5550 members 
Mstep: Class 25 contains 35035 members 
Mstep: Class 26 contains 10178 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38036 members 
Mstep: Class 30 contains 13113 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25274 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086176.000000 Penalty: 139228.203125
Iteration 248Q: 41 clusters Score -1.480862e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263177 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17680 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182273 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58570 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68996 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65488 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249748 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8199 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5550 members 
Mstep: Class 25 contains 35033 members 
Mstep: Class 26 contains 10181 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38036 members 
Mstep: Class 30 contains 13114 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086160.000000 Penalty: 139228.203125
Iteration 249Q: 41 clusters Score -1.480862e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263188 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182274 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58569 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68992 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65489 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249737 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8199 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5550 members 
Mstep: Class 25 contains 35032 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38036 members 
Mstep: Class 30 contains 13114 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25273 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086224.000000 Penalty: 139228.203125
Iteration 250Q: 41 clusters Score -1.480862e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263192 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182269 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68989 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65489 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249739 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8199 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5550 members 
Mstep: Class 25 contains 35031 members 
Mstep: Class 26 contains 10184 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38036 members 
Mstep: Class 30 contains 13116 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25274 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086144.000000 Penalty: 139228.203125
Iteration 251Q: 41 clusters Score -1.480861e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263194 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182268 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68987 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65489 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249738 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8199 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5550 members 
Mstep: Class 25 contains 35031 members 
Mstep: Class 26 contains 10184 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38035 members 
Mstep: Class 30 contains 13118 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25275 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086208.000000 Penalty: 139228.203125
Iteration 252Q: 41 clusters Score -1.480862e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263193 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182266 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68987 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65489 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249736 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8199 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5550 members 
Mstep: Class 25 contains 35031 members 
Mstep: Class 26 contains 10184 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38035 members 
Mstep: Class 30 contains 13123 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25275 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086176.000000 Penalty: 139228.203125
Iteration 253Q: 41 clusters Score -1.480862e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263190 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182268 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58567 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68985 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65490 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249737 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8199 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5550 members 
Mstep: Class 25 contains 35031 members 
Mstep: Class 26 contains 10184 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38035 members 
Mstep: Class 30 contains 13125 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25274 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086160.000000 Penalty: 139228.203125
Iteration 254Q: 41 clusters Score -1.480862e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263192 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182268 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58566 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68981 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249740 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8199 members 
Mstep: Class 21 contains 2313 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5550 members 
Mstep: Class 25 contains 35031 members 
Mstep: Class 26 contains 10184 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38035 members 
Mstep: Class 30 contains 13125 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25273 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086192.000000 Penalty: 139228.203125
Iteration 255Q: 41 clusters Score -1.480862e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263192 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182265 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58566 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68978 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65490 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249744 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8199 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5550 members 
Mstep: Class 25 contains 35031 members 
Mstep: Class 26 contains 10184 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38035 members 
Mstep: Class 30 contains 13126 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25274 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086192.000000 Penalty: 139228.203125
Iteration 256Q: 41 clusters Score -1.480862e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263195 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182265 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58566 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68975 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249744 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8199 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5549 members 
Mstep: Class 25 contains 35031 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38035 members 
Mstep: Class 30 contains 13127 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25273 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086208.000000 Penalty: 139228.203125
Iteration 257Q: 41 clusters Score -1.480862e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263204 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182264 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58566 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68971 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65493 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249741 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8199 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5548 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10184 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13128 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086176.000000 Penalty: 139228.203125
Iteration 258Q: 41 clusters Score -1.480862e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263213 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182264 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58566 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68969 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65493 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249735 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5547 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10184 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38033 members 
Mstep: Class 30 contains 13130 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086176.000000 Penalty: 139228.203125
Iteration 259Q: 41 clusters Score -1.480862e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263219 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182262 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58566 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68964 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249735 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10184 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38033 members 
Mstep: Class 30 contains 13133 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086224.000000 Penalty: 139228.203125
Iteration 260F: 41 clusters Score -1.480862e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263219 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17681 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182263 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58566 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68958 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249737 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38033 members 
Mstep: Class 30 contains 13137 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086176.000000 Penalty: 139228.203125
Iteration 261Q: 41 clusters Score -1.480862e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263220 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17682 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182262 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58567 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68955 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249737 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38033 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086224.000000 Penalty: 139228.203125
Iteration 262Q: 41 clusters Score -1.480862e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263223 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17682 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182262 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68953 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249736 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38033 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086160.000000 Penalty: 139228.203125
Iteration 263Q: 41 clusters Score -1.480862e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263227 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17682 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182262 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68951 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249734 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38033 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086144.000000 Penalty: 139228.203125
Iteration 264Q: 41 clusters Score -1.480861e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263228 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17682 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182263 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68951 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249732 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38033 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086192.000000 Penalty: 139228.203125
Iteration 265Q: 41 clusters Score -1.480862e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263230 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60868 members 
Mstep: Class 4 contains 17682 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182264 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68950 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249730 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38033 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086128.000000 Penalty: 139228.203125
Iteration 266Q: 41 clusters Score -1.480861e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263231 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17683 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182264 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58569 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68949 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249727 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38033 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086112.000000 Penalty: 139228.203125
Iteration 267Q: 41 clusters Score -1.480861e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263231 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182263 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58570 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68949 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249726 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38033 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086112.000000 Penalty: 139228.203125
Iteration 268Q: 41 clusters Score -1.480861e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263233 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182263 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68949 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249725 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086064.000000 Penalty: 139228.203125
Iteration 269Q: 41 clusters Score -1.480861e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263233 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182263 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68949 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249725 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086064.000000 Penalty: 139228.203125
Iteration 270Q: 41 clusters Score -1.480861e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263232 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182264 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68949 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249725 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086048.000000 Penalty: 139228.203125
Iteration 271Q: 41 clusters Score -1.48086e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263228 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182265 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68949 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249728 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086096.000000 Penalty: 139228.203125
Iteration 272Q: 41 clusters Score -1.480861e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263226 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182265 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68949 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249730 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11886 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086096.000000 Penalty: 139228.203125
Iteration 273Q: 41 clusters Score -1.480861e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263228 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182265 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68949 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249729 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086096.000000 Penalty: 139228.203125
Iteration 274Q: 41 clusters Score -1.480861e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263230 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182265 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68949 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249727 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086112.000000 Penalty: 139228.203125
Iteration 275Q: 41 clusters Score -1.480861e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263231 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182265 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68949 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249726 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086128.000000 Penalty: 139228.203125
Iteration 276Q: 41 clusters Score -1.480861e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263233 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182265 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68949 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249724 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086112.000000 Penalty: 139228.203125
Iteration 277Q: 41 clusters Score -1.480861e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263234 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182266 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68949 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249722 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086144.000000 Penalty: 139228.203125
Iteration 278Q: 41 clusters Score -1.480861e+08 nChanged 6
Entering ConstructFrom: 
Score: -148086144.000000 Penalty: 139228.203125
Entering ConstructFrom: 
Trying to split cluster 1 (263234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263234 members 
Entering Unmasked Estep 
Score: -32339406.000000 Penalty: 3095.238037
	Iteration 0F: 2 clusters Score -3.233941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131566 members 
Mstep: Class 2 contains 131668 members 
Entering Unmasked Estep 
Score: -32172174.000000 Penalty: 6190.476074
	Iteration 0F: 3 clusters Score -3.217217e+07 nChanged 127205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127833 members 
Mstep: Class 2 contains 135401 members 
Entering Unmasked Estep 
Score: -32247046.000000 Penalty: 6190.476074
	Iteration 1F: 3 clusters Score -3.224705e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125850 members 
Mstep: Class 2 contains 137384 members 
Entering Unmasked Estep 
Score: -32248160.000000 Penalty: 6190.476074
	Iteration 2Q: 3 clusters Score -3.224816e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122758 members 
Mstep: Class 2 contains 140476 members 
Entering Unmasked Estep 
Score: -32249806.000000 Penalty: 6190.476074
	Iteration 3Q: 3 clusters Score -3.224981e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118030 members 
Mstep: Class 2 contains 145204 members 
Entering Unmasked Estep 
Score: -32252134.000000 Penalty: 6190.476074
	Iteration 4Q: 3 clusters Score -3.225213e+07 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110852 members 
Mstep: Class 2 contains 152382 members 
Entering Unmasked Estep 
Score: -32255618.000000 Penalty: 6190.476074
	Iteration 5Q: 3 clusters Score -3.225562e+07 nChanged 12607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100619 members 
Mstep: Class 2 contains 162615 members 
Entering Unmasked Estep 
Score: -32261088.000000 Penalty: 6190.476074
	Iteration 6Q: 3 clusters Score -3.226109e+07 nChanged 15584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86625 members 
Mstep: Class 2 contains 176609 members 
Entering Unmasked Estep 
Score: -32269968.000000 Penalty: 6190.476074
	Iteration 7F: 3 clusters Score -3.226997e+07 nChanged 18490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69105 members 
Mstep: Class 2 contains 194129 members 
Entering Unmasked Estep 
Score: -32283042.000000 Penalty: 6190.476074
	Iteration 8F: 3 clusters Score -3.228304e+07 nChanged 19720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 213421 members 
Entering Unmasked Estep 
Score: -32299938.000000 Penalty: 6190.476074
	Iteration 9F: 3 clusters Score -3.229994e+07 nChanged 17716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 230909 members 
Entering Unmasked Estep 
Score: -32315216.000000 Penalty: 6190.476074
	Iteration 10F: 3 clusters Score -3.231522e+07 nChanged 12393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 243086 members 
Entering Unmasked Estep 
Score: -32326036.000000 Penalty: 6190.476074
	Iteration 11Q: 3 clusters Score -3.232604e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 249790 members 
Entering Unmasked Estep 
Score: -32332200.000000 Penalty: 6190.476074
	Iteration 12Q: 3 clusters Score -3.23322e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 252852 members 
Entering Unmasked Estep 
Score: -32335394.000000 Penalty: 6190.476074
	Iteration 13Q: 3 clusters Score -3.233539e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 254305 members 
Entering Unmasked Estep 
Score: -32336992.000000 Penalty: 6190.476074
	Iteration 14Q: 3 clusters Score -3.233699e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 255135 members 
Entering Unmasked Estep 
Score: -32337580.000000 Penalty: 6190.476074
	Iteration 15Q: 3 clusters Score -3.233758e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 255707 members 
Entering Unmasked Estep 
Score: -32337752.000000 Penalty: 6190.476074
	Iteration 16Q: 3 clusters Score -3.233775e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 256119 members 
Entering Unmasked Estep 
Score: -32337950.000000 Penalty: 6190.476074
	Iteration 17Q: 3 clusters Score -3.233795e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 256429 members 
Entering Unmasked Estep 
Score: -32338038.000000 Penalty: 6190.476074
	Iteration 18Q: 3 clusters Score -3.233804e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 256696 members 
Entering Unmasked Estep 
Score: -32338092.000000 Penalty: 6190.476074
	Iteration 19Q: 3 clusters Score -3.233809e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 256876 members 
Entering Unmasked Estep 
Score: -32338172.000000 Penalty: 6190.476074
	Iteration 20F: 3 clusters Score -3.233817e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 257015 members 
Entering Unmasked Estep 
Score: -32338234.000000 Penalty: 6190.476074
	Iteration 21Q: 3 clusters Score -3.233823e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 257134 members 
Entering Unmasked Estep 
Score: -32338288.000000 Penalty: 6190.476074
	Iteration 22Q: 3 clusters Score -3.233829e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 257196 members 
Entering Unmasked Estep 
Score: -32338330.000000 Penalty: 6190.476074
	Iteration 23Q: 3 clusters Score -3.233833e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 257259 members 
Entering Unmasked Estep 
Score: -32338324.000000 Penalty: 6190.476074
	Iteration 24Q: 3 clusters Score -3.233832e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 257312 members 
Entering Unmasked Estep 
Score: -32338314.000000 Penalty: 6190.476074
	Iteration 25Q: 3 clusters Score -3.233831e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 257340 members 
Entering Unmasked Estep 
Score: -32338306.000000 Penalty: 6190.476074
	Iteration 26Q: 3 clusters Score -3.233831e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 257363 members 
Entering Unmasked Estep 
Score: -32338326.000000 Penalty: 6190.476074
	Iteration 27Q: 3 clusters Score -3.233833e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 257391 members 
Entering Unmasked Estep 
Score: -32338392.000000 Penalty: 6190.476074
	Iteration 28Q: 3 clusters Score -3.233839e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 257423 members 
Entering Unmasked Estep 
Score: -32338380.000000 Penalty: 6190.476074
	Iteration 29Q: 3 clusters Score -3.233838e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 257453 members 
Entering Unmasked Estep 
Score: -32338414.000000 Penalty: 6190.476074
	Iteration 30Q: 3 clusters Score -3.233841e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 257488 members 
Entering Unmasked Estep 
Score: -32338426.000000 Penalty: 6190.476074
	Iteration 31Q: 3 clusters Score -3.233843e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 257519 members 
Entering Unmasked Estep 
Score: -32338410.000000 Penalty: 6190.476074
	Iteration 32Q: 3 clusters Score -3.233841e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 257543 members 
Entering Unmasked Estep 
Score: -32338426.000000 Penalty: 6190.476074
	Iteration 33Q: 3 clusters Score -3.233843e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 257553 members 
Entering Unmasked Estep 
Score: -32338416.000000 Penalty: 6190.476074
	Iteration 34Q: 3 clusters Score -3.233842e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 257559 members 
Entering Unmasked Estep 
Score: -32338412.000000 Penalty: 6190.476074
	Iteration 35Q: 3 clusters Score -3.233841e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 257565 members 
Entering Unmasked Estep 
Score: -32338434.000000 Penalty: 6190.476074
	Iteration 36Q: 3 clusters Score -3.233843e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 257569 members 
Entering Unmasked Estep 
Score: -32338444.000000 Penalty: 6190.476074
	Iteration 37Q: 3 clusters Score -3.233844e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 257572 members 
Entering Unmasked Estep 
Score: -32338436.000000 Penalty: 6190.476074
	Iteration 38Q: 3 clusters Score -3.233844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 257572 members 
Entering Unmasked Estep 
Score: -32338450.000000 Penalty: 6190.476074
	Iteration 39Q: 3 clusters Score -3.233845e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 257573 members 
Entering Unmasked Estep 
Score: -32338452.000000 Penalty: 6190.476074
	Iteration 40F: 3 clusters Score -3.233845e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 257562 members 
Entering Unmasked Estep 
Score: -32338426.000000 Penalty: 6190.476074
	Iteration 41Q: 3 clusters Score -3.233843e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 257558 members 
Entering Unmasked Estep 
Score: -32338426.000000 Penalty: 6190.476074
	Iteration 42Q: 3 clusters Score -3.233843e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 257558 members 
Entering Unmasked Estep 
Score: -32338462.000000 Penalty: 6190.476074
	Iteration 43Q: 3 clusters Score -3.233846e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 257566 members 
Entering Unmasked Estep 
Score: -32338444.000000 Penalty: 6190.476074
	Iteration 44Q: 3 clusters Score -3.233844e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 257570 members 
Entering Unmasked Estep 
Score: -32338456.000000 Penalty: 6190.476074
	Iteration 45Q: 3 clusters Score -3.233846e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 257577 members 
Entering Unmasked Estep 
Score: -32338440.000000 Penalty: 6190.476074
	Iteration 46Q: 3 clusters Score -3.233844e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 257585 members 
Entering Unmasked Estep 
Score: -32338448.000000 Penalty: 6190.476074
	Iteration 47Q: 3 clusters Score -3.233845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 257589 members 
Entering Unmasked Estep 
Score: -32338440.000000 Penalty: 6190.476074
	Iteration 48Q: 3 clusters Score -3.233844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 257594 members 
Entering Unmasked Estep 
Score: -32338444.000000 Penalty: 6190.476074
	Iteration 49Q: 3 clusters Score -3.233844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 257600 members 
Entering Unmasked Estep 
Score: -32338436.000000 Penalty: 6190.476074
	Iteration 50Q: 3 clusters Score -3.233844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 257607 members 
Entering Unmasked Estep 
Score: -32338430.000000 Penalty: 6190.476074
	Iteration 51Q: 3 clusters Score -3.233843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 257613 members 
Entering Unmasked Estep 
Score: -32338440.000000 Penalty: 6190.476074
	Iteration 52Q: 3 clusters Score -3.233844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 257618 members 
Entering Unmasked Estep 
Score: -32338442.000000 Penalty: 6190.476074
	Iteration 53Q: 3 clusters Score -3.233844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 257618 members 
Entering Unmasked Estep 
Score: -32338430.000000 Penalty: 6190.476074
	Iteration 54Q: 3 clusters Score -3.233843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 257617 members 
Entering Unmasked Estep 
Score: -32338432.000000 Penalty: 6190.476074
	Iteration 55Q: 3 clusters Score -3.233843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 257615 members 
Entering Unmasked Estep 
Score: -32338410.000000 Penalty: 6190.476074
	Iteration 56Q: 3 clusters Score -3.233841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 257613 members 
Entering Unmasked Estep 
Score: -32338430.000000 Penalty: 6190.476074
	Iteration 57Q: 3 clusters Score -3.233843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 257613 members 
Entering Unmasked Estep 
Score: -32338444.000000 Penalty: 6190.476074
	Iteration 58Q: 3 clusters Score -3.233844e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 257614 members 
Entering Unmasked Estep 
Score: -32338434.000000 Penalty: 6190.476074
	Iteration 59Q: 3 clusters Score -3.233843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 257614 members 
Entering Unmasked Estep 
Score: -32338434.000000 Penalty: 6190.476074
	Iteration 60F: 3 clusters Score -3.233843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -40264.042969 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -40264.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38842.894531 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -38842.89 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39067.246094 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -39067.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39136.640625 Penalty: 3005.324951
	Iteration 2Q: 3 clusters Score -39136.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39186.531250 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -39186.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39202.117188 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -39202.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39207.210938 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -39207.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39207.210938 Penalty: 3005.324951
	Iteration 6F: 3 clusters Score -39207.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60869 members 
Entering Unmasked Estep 
Score: -7489497.500000 Penalty: 2732.086914
	Iteration 0F: 2 clusters Score -7489498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -7448620.000000 Penalty: 5464.173828
	Iteration 0F: 3 clusters Score -7448620 nChanged 28254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -7464445.000000 Penalty: 5464.173828
	Iteration 1F: 3 clusters Score -7464445 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -7465106.500000 Penalty: 5464.173828
	Iteration 2Q: 3 clusters Score -7465106 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -7466091.500000 Penalty: 5464.173828
	Iteration 3Q: 3 clusters Score -7466092 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -7467288.000000 Penalty: 5464.173828
	Iteration 4Q: 3 clusters Score -7467288 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -7468876.500000 Penalty: 5464.173828
	Iteration 5F: 3 clusters Score -7468876 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -7471111.500000 Penalty: 5464.173828
	Iteration 6F: 3 clusters Score -7471112 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -7473633.000000 Penalty: 5464.173828
	Iteration 7F: 3 clusters Score -7473633 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -7476201.500000 Penalty: 5464.173828
	Iteration 8F: 3 clusters Score -7476202 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -7478351.500000 Penalty: 5464.173828
	Iteration 9F: 3 clusters Score -7478352 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -7480084.500000 Penalty: 5464.173828
	Iteration 10Q: 3 clusters Score -7480084 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -7481374.000000 Penalty: 5464.173828
	Iteration 11Q: 3 clusters Score -7481374 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -7482361.500000 Penalty: 5464.173828
	Iteration 12Q: 3 clusters Score -7482362 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -7483120.000000 Penalty: 5464.173828
	Iteration 13Q: 3 clusters Score -7483120 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -7483716.500000 Penalty: 5464.173828
	Iteration 14Q: 3 clusters Score -7483716 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -7484104.500000 Penalty: 5464.173828
	Iteration 15Q: 3 clusters Score -7484104 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -7484353.000000 Penalty: 5464.173828
	Iteration 16Q: 3 clusters Score -7484353 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -7484541.000000 Penalty: 5464.173828
	Iteration 17Q: 3 clusters Score -7484541 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -7484716.500000 Penalty: 5464.173828
	Iteration 18Q: 3 clusters Score -7484716 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -7484840.500000 Penalty: 5464.173828
	Iteration 19Q: 3 clusters Score -7484840 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -7484936.000000 Penalty: 5464.173828
	Iteration 20F: 3 clusters Score -7484936 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -7485026.500000 Penalty: 5464.173828
	Iteration 21Q: 3 clusters Score -7485026 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -7485114.000000 Penalty: 5464.173828
	Iteration 22Q: 3 clusters Score -7485114 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -7485151.500000 Penalty: 5464.173828
	Iteration 23Q: 3 clusters Score -7485152 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -7485239.000000 Penalty: 5464.173828
	Iteration 24Q: 3 clusters Score -7485239 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -7485272.000000 Penalty: 5464.173828
	Iteration 25Q: 3 clusters Score -7485272 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -7485300.500000 Penalty: 5464.173828
	Iteration 26Q: 3 clusters Score -7485300 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -7485335.500000 Penalty: 5464.173828
	Iteration 27Q: 3 clusters Score -7485336 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -7485323.500000 Penalty: 5464.173828
	Iteration 28Q: 3 clusters Score -7485324 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -7485375.000000 Penalty: 5464.173828
	Iteration 29Q: 3 clusters Score -7485375 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -7485432.500000 Penalty: 5464.173828
	Iteration 30Q: 3 clusters Score -7485432 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -7485490.500000 Penalty: 5464.173828
	Iteration 31Q: 3 clusters Score -7485490 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -7485566.500000 Penalty: 5464.173828
	Iteration 32Q: 3 clusters Score -7485566 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -7485584.500000 Penalty: 5464.173828
	Iteration 33Q: 3 clusters Score -7485584 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -7485671.000000 Penalty: 5464.173828
	Iteration 34Q: 3 clusters Score -7485671 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -7485713.500000 Penalty: 5464.173828
	Iteration 35Q: 3 clusters Score -7485714 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -7485746.000000 Penalty: 5464.173828
	Iteration 36Q: 3 clusters Score -7485746 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52043 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -7485823.500000 Penalty: 5464.173828
	Iteration 37Q: 3 clusters Score -7485824 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -7485876.500000 Penalty: 5464.173828
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7485944 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52910 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7486004 nChanged 280
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7486038 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53455 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7486087 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7486137 nChanged 269
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Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7486184 nChanged 260
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Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7486264 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54498 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7486330 nChanged 290
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Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7486398 nChanged 300
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7486500 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7486564 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7486650 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7486692 nChanged 241
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Mstep: Class 1 contains 56133 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7486849 nChanged 169
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Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7486894 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7486899 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7486946 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7486982 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57065 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57192 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7487028 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7487056 nChanged 98
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Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7487074 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57476 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7487086 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7487094 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57602 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7487104 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57662 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7487122 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7487133 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57780 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7487143 nChanged 62
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Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7487164 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7487190 nChanged 66
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Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58013 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7487224 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58195 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7487232 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58226 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58307 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7487265 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7487263 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58372 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7487266 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7487268 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58433 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7487280 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7487274 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58501 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7487280 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7487295 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58547 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7487304 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58565 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7487331 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58579 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7487332 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7487340 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7487353 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7487364 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58683 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58703 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 58716 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7487384 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58725 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7487382 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7487377 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7487388 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7487390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7487390 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58769 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7487394 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58775 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7487394 nChanged 10
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Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7487392 nChanged 8
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Mstep: Class 1 contains 58791 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7487390 nChanged 7
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Mstep: Class 1 contains 58798 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7487394 nChanged 9
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Mstep: Class 1 contains 58805 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7487399 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58811 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7487406 nChanged 5
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Mstep: Class 1 contains 58814 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7487402 nChanged 4
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Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7487404 nChanged 3
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Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7487402 nChanged 3
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Mstep: Class 1 contains 58822 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7487410 nChanged 4
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Mstep: Class 1 contains 58826 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7487404 nChanged 5
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Mstep: Class 1 contains 58831 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7487412 nChanged 4
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Mstep: Class 1 contains 58835 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7487413 nChanged 3
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Mstep: Class 1 contains 58838 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7487412 nChanged 4
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Mstep: Class 1 contains 58842 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7487406 nChanged 3
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Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7487415 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58847 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7487414 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7487408 nChanged 3
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Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7487408 nChanged 4
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Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7487399 nChanged 2
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Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7487407 nChanged 4
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Mstep: Class 1 contains 58857 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7487401 nChanged 6
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Mstep: Class 1 contains 58863 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7487408 nChanged 5
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Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7487396 nChanged 9
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Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7487396 nChanged 10
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Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7487395 nChanged 7
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Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7487403 nChanged 8
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Mstep: Class 1 contains 58898 members 
Mstep: Class 2 contains 1971 members 
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Score: -7487408.000000 Penalty: 5464.173828
	Iteration 130Q: 3 clusters Score -7487408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58900 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -7487412.000000 Penalty: 5464.173828
	Iteration 131Q: 3 clusters Score -7487412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58904 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -7487404.500000 Penalty: 5464.173828
	Iteration 132Q: 3 clusters Score -7487404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -7487398.000000 Penalty: 5464.173828
	Iteration 133Q: 3 clusters Score -7487398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7487402.500000 Penalty: 5464.173828
	Iteration 134Q: 3 clusters Score -7487402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -7487404.000000 Penalty: 5464.173828
	Iteration 135Q: 3 clusters Score -7487404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7487407.500000 Penalty: 5464.173828
	Iteration 136Q: 3 clusters Score -7487408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -7487395.000000 Penalty: 5464.173828
	Iteration 137Q: 3 clusters Score -7487395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7487395.500000 Penalty: 5464.173828
	Iteration 138Q: 3 clusters Score -7487396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7487391.000000 Penalty: 5464.173828
	Iteration 139Q: 3 clusters Score -7487391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7487395.000000 Penalty: 5464.173828
	Iteration 140F: 3 clusters Score -7487395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7487402.000000 Penalty: 5464.173828
	Iteration 141Q: 3 clusters Score -7487402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -7487397.500000 Penalty: 5464.173828
	Iteration 142Q: 3 clusters Score -7487398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58950 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7487400.500000 Penalty: 5464.173828
	Iteration 143Q: 3 clusters Score -7487400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58956 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7487404.500000 Penalty: 5464.173828
	Iteration 144Q: 3 clusters Score -7487404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -7487419.000000 Penalty: 5464.173828
	Iteration 145Q: 3 clusters Score -7487419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7487416.000000 Penalty: 5464.173828
	Iteration 146Q: 3 clusters Score -7487416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -7487421.500000 Penalty: 5464.173828
	Iteration 147Q: 3 clusters Score -7487422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -7487417.500000 Penalty: 5464.173828
	Iteration 148Q: 3 clusters Score -7487418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -7487425.500000 Penalty: 5464.173828
	Iteration 149Q: 3 clusters Score -7487426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -7487421.500000 Penalty: 5464.173828
	Iteration 150Q: 3 clusters Score -7487422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7487423.500000 Penalty: 5464.173828
	Iteration 151Q: 3 clusters Score -7487424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58978 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7487423.500000 Penalty: 5464.173828
	Iteration 152F: 3 clusters Score -7487424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Entering Unmasked Estep 
Score: -2088367.250000 Penalty: 2425.542969
	Iteration 0F: 2 clusters Score -2088367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2075806.500000 Penalty: 4851.085938
	Iteration 0F: 3 clusters Score -2075806 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2080025.375000 Penalty: 4851.085938
	Iteration 1F: 3 clusters Score -2080025 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2080575.875000 Penalty: 4851.085938
	Iteration 2F: 3 clusters Score -2080576 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2081132.500000 Penalty: 4851.085938
	Iteration 3F: 3 clusters Score -2081132 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2081661.875000 Penalty: 4851.085938
	Iteration 4F: 3 clusters Score -2081662 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -2082195.375000 Penalty: 4851.085938
	Iteration 5F: 3 clusters Score -2082195 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2082730.125000 Penalty: 4851.085938
	Iteration 6F: 3 clusters Score -2082730 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2083232.375000 Penalty: 4851.085938
	Iteration 7F: 3 clusters Score -2083232 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2083779.500000 Penalty: 4851.085938
	Iteration 8Q: 3 clusters Score -2083780 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2084330.125000 Penalty: 4851.085938
	Iteration 9Q: 3 clusters Score -2084330 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2084805.500000 Penalty: 4851.085938
	Iteration 10Q: 3 clusters Score -2084806 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2085191.250000 Penalty: 4851.085938
	Iteration 11Q: 3 clusters Score -2085191 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -2085511.125000 Penalty: 4851.085938
	Iteration 12Q: 3 clusters Score -2085511 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2085787.375000 Penalty: 4851.085938
	Iteration 13Q: 3 clusters Score -2085787 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -2086051.500000 Penalty: 4851.085938
	Iteration 14Q: 3 clusters Score -2086052 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -2086294.750000 Penalty: 4851.085938
	Iteration 15Q: 3 clusters Score -2086295 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2086508.000000 Penalty: 4851.085938
	Iteration 16Q: 3 clusters Score -2086508 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2086731.250000 Penalty: 4851.085938
	Iteration 17Q: 3 clusters Score -2086731 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2086928.250000 Penalty: 4851.085938
	Iteration 18Q: 3 clusters Score -2086928 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2087086.000000 Penalty: 4851.085938
	Iteration 19Q: 3 clusters Score -2087086 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2087189.250000 Penalty: 4851.085938
	Iteration 20F: 3 clusters Score -2087189 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2087226.125000 Penalty: 4851.085938
	Iteration 21Q: 3 clusters Score -2087226 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2087248.125000 Penalty: 4851.085938
	Iteration 22Q: 3 clusters Score -2087248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2087258.750000 Penalty: 4851.085938
	Iteration 23Q: 3 clusters Score -2087259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2087265.500000 Penalty: 4851.085938
	Iteration 24Q: 3 clusters Score -2087266 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2087281.375000 Penalty: 4851.085938
	Iteration 25Q: 3 clusters Score -2087281 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2087289.250000 Penalty: 4851.085938
	Iteration 26Q: 3 clusters Score -2087289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2087295.000000 Penalty: 4851.085938
	Iteration 27Q: 3 clusters Score -2087295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2087302.250000 Penalty: 4851.085938
	Iteration 28Q: 3 clusters Score -2087302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2087308.750000 Penalty: 4851.085938
	Iteration 29Q: 3 clusters Score -2087309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2087303.125000 Penalty: 4851.085938
	Iteration 30Q: 3 clusters Score -2087303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2087306.500000 Penalty: 4851.085938
	Iteration 31Q: 3 clusters Score -2087306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2087309.250000 Penalty: 4851.085938
	Iteration 32Q: 3 clusters Score -2087309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2087309.250000 Penalty: 4851.085938
	Iteration 33F: 3 clusters Score -2087309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Entering Unmasked Estep 
Score: -219008.046875 Penalty: 1855.705078
	Iteration 0F: 2 clusters Score -219008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -216517.296875 Penalty: 3711.410156
	Iteration 0F: 3 clusters Score -216517.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -216922.734375 Penalty: 3711.410156
	Iteration 1F: 3 clusters Score -216922.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -217030.656250 Penalty: 3711.410156
	Iteration 2F: 3 clusters Score -217030.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -217087.265625 Penalty: 3711.410156
	Iteration 3Q: 3 clusters Score -217087.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -217125.453125 Penalty: 3711.410156
	Iteration 4Q: 3 clusters Score -217125.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -217143.000000 Penalty: 3711.410156
	Iteration 5Q: 3 clusters Score -217143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -217155.343750 Penalty: 3711.410156
	Iteration 6Q: 3 clusters Score -217155.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -217163.843750 Penalty: 3711.410156
	Iteration 7Q: 3 clusters Score -217163.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -217166.625000 Penalty: 3711.410156
	Iteration 8Q: 3 clusters Score -217166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -217168.093750 Penalty: 3711.410156
	Iteration 9Q: 3 clusters Score -217168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -217169.781250 Penalty: 3711.410156
	Iteration 10Q: 3 clusters Score -217169.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -217171.875000 Penalty: 3711.410156
	Iteration 11Q: 3 clusters Score -217171.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -217177.250000 Penalty: 3711.410156
	Iteration 12Q: 3 clusters Score -217177.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -217184.140625 Penalty: 3711.410156
	Iteration 13Q: 3 clusters Score -217184.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -217193.343750 Penalty: 3711.410156
	Iteration 14Q: 3 clusters Score -217193.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -217207.546875 Penalty: 3711.410156
	Iteration 15Q: 3 clusters Score -217207.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -217219.031250 Penalty: 3711.410156
	Iteration 16Q: 3 clusters Score -217219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -217229.968750 Penalty: 3711.410156
	Iteration 17Q: 3 clusters Score -217230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -217239.906250 Penalty: 3711.410156
	Iteration 18Q: 3 clusters Score -217239.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -217242.906250 Penalty: 3711.410156
	Iteration 19Q: 3 clusters Score -217242.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -217242.906250 Penalty: 3711.410156
	Iteration 20F: 3 clusters Score -217242.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (182266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182266 members 
Entering Unmasked Estep 
Score: -22174752.000000 Penalty: 3004.079102
	Iteration 0F: 2 clusters Score -2.217475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90911 members 
Mstep: Class 2 contains 91355 members 
Entering Unmasked Estep 
Score: -22053174.000000 Penalty: 6008.158203
	Iteration 0F: 3 clusters Score -2.205317e+07 nChanged 87700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85811 members 
Mstep: Class 2 contains 96455 members 
Entering Unmasked Estep 
Score: -22104830.000000 Penalty: 6008.158203
	Iteration 1F: 3 clusters Score -2.210483e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82517 members 
Mstep: Class 2 contains 99749 members 
Entering Unmasked Estep 
Score: -22106326.000000 Penalty: 6008.158203
	Iteration 2Q: 3 clusters Score -2.210633e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77610 members 
Mstep: Class 2 contains 104656 members 
Entering Unmasked Estep 
Score: -22108300.000000 Penalty: 6008.158203
	Iteration 3Q: 3 clusters Score -2.21083e+07 nChanged 8440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70374 members 
Mstep: Class 2 contains 111892 members 
Entering Unmasked Estep 
Score: -22111934.000000 Penalty: 6008.158203
	Iteration 4Q: 3 clusters Score -2.211193e+07 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60176 members 
Mstep: Class 2 contains 122090 members 
Entering Unmasked Estep 
Score: -22118228.000000 Penalty: 6008.158203
	Iteration 5F: 3 clusters Score -2.211823e+07 nChanged 13678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 135542 members 
Entering Unmasked Estep 
Score: -22128172.000000 Penalty: 6008.158203
	Iteration 6F: 3 clusters Score -2.212817e+07 nChanged 15176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 150678 members 
Entering Unmasked Estep 
Score: -22141630.000000 Penalty: 6008.158203
	Iteration 7F: 3 clusters Score -2.214163e+07 nChanged 14237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 164909 members 
Entering Unmasked Estep 
Score: -22155668.000000 Penalty: 6008.158203
	Iteration 8F: 3 clusters Score -2.215567e+07 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 174660 members 
Entering Unmasked Estep 
Score: -22165022.000000 Penalty: 6008.158203
	Iteration 9F: 3 clusters Score -2.216502e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 179520 members 
Entering Unmasked Estep 
Score: -22169634.000000 Penalty: 6008.158203
	Iteration 10Q: 3 clusters Score -2.216963e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 181242 members 
Entering Unmasked Estep 
Score: -22171212.000000 Penalty: 6008.158203
	Iteration 11Q: 3 clusters Score -2.217121e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 181772 members 
Entering Unmasked Estep 
Score: -22171816.000000 Penalty: 6008.158203
	Iteration 12Q: 3 clusters Score -2.217182e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 181920 members 
Entering Unmasked Estep 
Score: -22171958.000000 Penalty: 6008.158203
	Iteration 13Q: 3 clusters Score -2.217196e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 181964 members 
Entering Unmasked Estep 
Score: -22172028.000000 Penalty: 6008.158203
	Iteration 14Q: 3 clusters Score -2.217203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 181980 members 
Entering Unmasked Estep 
Score: -22172052.000000 Penalty: 6008.158203
	Iteration 15Q: 3 clusters Score -2.217205e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 181983 members 
Entering Unmasked Estep 
Score: -22172046.000000 Penalty: 6008.158203
	Iteration 16Q: 3 clusters Score -2.217205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 181990 members 
Entering Unmasked Estep 
Score: -22172080.000000 Penalty: 6008.158203
	Iteration 17Q: 3 clusters Score -2.217208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 181995 members 
Entering Unmasked Estep 
Score: -22172086.000000 Penalty: 6008.158203
	Iteration 18Q: 3 clusters Score -2.217209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 182000 members 
Entering Unmasked Estep 
Score: -22172082.000000 Penalty: 6008.158203
	Iteration 19Q: 3 clusters Score -2.217208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 182004 members 
Entering Unmasked Estep 
Score: -22172084.000000 Penalty: 6008.158203
	Iteration 20F: 3 clusters Score -2.217208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 182005 members 
Entering Unmasked Estep 
Score: -22172080.000000 Penalty: 6008.158203
	Iteration 21Q: 3 clusters Score -2.217208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 182005 members 
Entering Unmasked Estep 
Score: -22172080.000000 Penalty: 6008.158203
	Iteration 22F: 3 clusters Score -2.217208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Entering Unmasked Estep 
Score: -3033607.000000 Penalty: 2516.723877
	Iteration 0F: 2 clusters Score -3033607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3015843.000000 Penalty: 5033.447754
	Iteration 0F: 3 clusters Score -3015843 nChanged 11475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -3022163.000000 Penalty: 5033.447754
	Iteration 1F: 3 clusters Score -3022163 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -3022818.750000 Penalty: 5033.447754
	Iteration 2F: 3 clusters Score -3022819 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3023587.250000 Penalty: 5033.447754
	Iteration 3F: 3 clusters Score -3023587 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -3024418.250000 Penalty: 5033.447754
	Iteration 4F: 3 clusters Score -3024418 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -3025192.750000 Penalty: 5033.447754
	Iteration 5F: 3 clusters Score -3025193 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3025863.500000 Penalty: 5033.447754
	Iteration 6F: 3 clusters Score -3025864 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -3026490.000000 Penalty: 5033.447754
	Iteration 7Q: 3 clusters Score -3026490 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -3026957.250000 Penalty: 5033.447754
	Iteration 8Q: 3 clusters Score -3026957 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3027280.250000 Penalty: 5033.447754
	Iteration 9Q: 3 clusters Score -3027280 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3027543.250000 Penalty: 5033.447754
	Iteration 10Q: 3 clusters Score -3027543 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -3027757.500000 Penalty: 5033.447754
	Iteration 11Q: 3 clusters Score -3027758 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -3027992.250000 Penalty: 5033.447754
	Iteration 12Q: 3 clusters Score -3027992 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -3028182.500000 Penalty: 5033.447754
	Iteration 13Q: 3 clusters Score -3028182 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -3028402.750000 Penalty: 5033.447754
	Iteration 14Q: 3 clusters Score -3028403 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3028647.000000 Penalty: 5033.447754
	Iteration 15Q: 3 clusters Score -3028647 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3028908.500000 Penalty: 5033.447754
	Iteration 16Q: 3 clusters Score -3028908 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -3029193.750000 Penalty: 5033.447754
	Iteration 17Q: 3 clusters Score -3029194 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -3029533.750000 Penalty: 5033.447754
	Iteration 18Q: 3 clusters Score -3029534 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3029811.250000 Penalty: 5033.447754
	Iteration 19Q: 3 clusters Score -3029811 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -3030053.000000 Penalty: 5033.447754
	Iteration 20F: 3 clusters Score -3030053 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3030219.500000 Penalty: 5033.447754
	Iteration 21Q: 3 clusters Score -3030220 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -3030334.250000 Penalty: 5033.447754
	Iteration 22Q: 3 clusters Score -3030334 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -3030419.750000 Penalty: 5033.447754
	Iteration 23Q: 3 clusters Score -3030420 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3030496.250000 Penalty: 5033.447754
	Iteration 24Q: 3 clusters Score -3030496 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3030559.250000 Penalty: 5033.447754
	Iteration 25Q: 3 clusters Score -3030559 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -3030589.750000 Penalty: 5033.447754
	Iteration 26Q: 3 clusters Score -3030590 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -3030610.000000 Penalty: 5033.447754
	Iteration 27Q: 3 clusters Score -3030610 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -3030625.750000 Penalty: 5033.447754
	Iteration 28Q: 3 clusters Score -3030626 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3030641.750000 Penalty: 5033.447754
	Iteration 29Q: 3 clusters Score -3030642 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -3030648.000000 Penalty: 5033.447754
	Iteration 30Q: 3 clusters Score -3030648 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -3030662.500000 Penalty: 5033.447754
	Iteration 31Q: 3 clusters Score -3030662 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -3030677.250000 Penalty: 5033.447754
	Iteration 32Q: 3 clusters Score -3030677 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3030684.500000 Penalty: 5033.447754
	Iteration 33Q: 3 clusters Score -3030684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -3030699.750000 Penalty: 5033.447754
	Iteration 34Q: 3 clusters Score -3030700 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -3030700.750000 Penalty: 5033.447754
	Iteration 35Q: 3 clusters Score -3030701 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -3030710.500000 Penalty: 5033.447754
	Iteration 36Q: 3 clusters Score -3030710 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -3030739.000000 Penalty: 5033.447754
	Iteration 37Q: 3 clusters Score -3030739 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -3030761.250000 Penalty: 5033.447754
	Iteration 38Q: 3 clusters Score -3030761 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -3030768.750000 Penalty: 5033.447754
	Iteration 39Q: 3 clusters Score -3030769 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -3030790.750000 Penalty: 5033.447754
	Iteration 40F: 3 clusters Score -3030791 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -3030808.000000 Penalty: 5033.447754
	Iteration 41Q: 3 clusters Score -3030808 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -3030829.000000 Penalty: 5033.447754
	Iteration 42Q: 3 clusters Score -3030829 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -3030852.500000 Penalty: 5033.447754
	Iteration 43Q: 3 clusters Score -3030852 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -3030864.250000 Penalty: 5033.447754
	Iteration 44Q: 3 clusters Score -3030864 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3030880.750000 Penalty: 5033.447754
	Iteration 45Q: 3 clusters Score -3030881 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3030913.750000 Penalty: 5033.447754
	Iteration 46Q: 3 clusters Score -3030914 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -3030943.750000 Penalty: 5033.447754
	Iteration 47Q: 3 clusters Score -3030944 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -3030985.000000 Penalty: 5033.447754
	Iteration 48Q: 3 clusters Score -3030985 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -3031051.000000 Penalty: 5033.447754
	Iteration 49Q: 3 clusters Score -3031051 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -3031166.250000 Penalty: 5033.447754
	Iteration 50Q: 3 clusters Score -3031166 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -3031284.000000 Penalty: 5033.447754
	Iteration 51Q: 3 clusters Score -3031284 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -3031479.250000 Penalty: 5033.447754
	Iteration 52Q: 3 clusters Score -3031479 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -3031743.750000 Penalty: 5033.447754
	Iteration 53Q: 3 clusters Score -3031744 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -3032022.500000 Penalty: 5033.447754
	Iteration 54Q: 3 clusters Score -3032022 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -3032274.750000 Penalty: 5033.447754
	Iteration 55Q: 3 clusters Score -3032275 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3032447.500000 Penalty: 5033.447754
	Iteration 56Q: 3 clusters Score -3032448 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -3032574.500000 Penalty: 5033.447754
	Iteration 57Q: 3 clusters Score -3032574 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -3032643.000000 Penalty: 5033.447754
	Iteration 58Q: 3 clusters Score -3032643 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3032680.250000 Penalty: 5033.447754
	Iteration 59Q: 3 clusters Score -3032680 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -3032737.000000 Penalty: 5033.447754
	Iteration 60F: 3 clusters Score -3032737 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -3032761.500000 Penalty: 5033.447754
	Iteration 61Q: 3 clusters Score -3032762 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -3032801.500000 Penalty: 5033.447754
	Iteration 62Q: 3 clusters Score -3032802 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -3032810.750000 Penalty: 5033.447754
	Iteration 63Q: 3 clusters Score -3032811 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -3032835.500000 Penalty: 5033.447754
	Iteration 64Q: 3 clusters Score -3032836 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -3032836.500000 Penalty: 5033.447754
	Iteration 65Q: 3 clusters Score -3032836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -3032837.750000 Penalty: 5033.447754
	Iteration 66Q: 3 clusters Score -3032838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -3032848.000000 Penalty: 5033.447754
	Iteration 67Q: 3 clusters Score -3032848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -3032852.000000 Penalty: 5033.447754
	Iteration 68Q: 3 clusters Score -3032852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3032850.000000 Penalty: 5033.447754
	Iteration 69Q: 3 clusters Score -3032850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -3032860.000000 Penalty: 5033.447754
	Iteration 70Q: 3 clusters Score -3032860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -3032859.750000 Penalty: 5033.447754
	Iteration 71Q: 3 clusters Score -3032860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -3032858.750000 Penalty: 5033.447754
	Iteration 72Q: 3 clusters Score -3032859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -3032863.750000 Penalty: 5033.447754
	Iteration 73Q: 3 clusters Score -3032864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -3032862.500000 Penalty: 5033.447754
	Iteration 74Q: 3 clusters Score -3032862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -3032866.500000 Penalty: 5033.447754
	Iteration 75Q: 3 clusters Score -3032866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -3032865.750000 Penalty: 5033.447754
	Iteration 76Q: 3 clusters Score -3032866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -3032865.000000 Penalty: 5033.447754
	Iteration 77Q: 3 clusters Score -3032865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -3032863.750000 Penalty: 5033.447754
	Iteration 78Q: 3 clusters Score -3032864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3032869.250000 Penalty: 5033.447754
	Iteration 79Q: 3 clusters Score -3032869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3032869.250000 Penalty: 5033.447754
	Iteration 80F: 3 clusters Score -3032869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Entering Unmasked Estep 
Score: -934015.687500 Penalty: 2236.966797
	Iteration 0F: 2 clusters Score -934015.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -927425.000000 Penalty: 4473.933594
	Iteration 0F: 3 clusters Score -927425 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -929467.875000 Penalty: 4473.933594
	Iteration 1F: 3 clusters Score -929467.9 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -929943.000000 Penalty: 4473.933594
	Iteration 2F: 3 clusters Score -929943 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -930324.812500 Penalty: 4473.933594
	Iteration 3F: 3 clusters Score -930324.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -930685.812500 Penalty: 4473.933594
	Iteration 4F: 3 clusters Score -930685.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -931037.312500 Penalty: 4473.933594
	Iteration 5F: 3 clusters Score -931037.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -931331.312500 Penalty: 4473.933594
	Iteration 6F: 3 clusters Score -931331.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -931606.062500 Penalty: 4473.933594
	Iteration 7Q: 3 clusters Score -931606.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -931830.000000 Penalty: 4473.933594
	Iteration 8Q: 3 clusters Score -931830 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -932013.812500 Penalty: 4473.933594
	Iteration 9Q: 3 clusters Score -932013.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -932142.000000 Penalty: 4473.933594
	Iteration 10Q: 3 clusters Score -932142 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -932242.125000 Penalty: 4473.933594
	Iteration 11Q: 3 clusters Score -932242.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -932324.125000 Penalty: 4473.933594
	Iteration 12Q: 3 clusters Score -932324.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -932388.250000 Penalty: 4473.933594
	Iteration 13Q: 3 clusters Score -932388.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -932445.312500 Penalty: 4473.933594
	Iteration 14Q: 3 clusters Score -932445.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -932489.062500 Penalty: 4473.933594
	Iteration 15Q: 3 clusters Score -932489.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -932512.000000 Penalty: 4473.933594
	Iteration 16Q: 3 clusters Score -932512 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -932539.000000 Penalty: 4473.933594
	Iteration 17Q: 3 clusters Score -932539 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -932558.312500 Penalty: 4473.933594
	Iteration 18Q: 3 clusters Score -932558.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -932572.375000 Penalty: 4473.933594
	Iteration 19Q: 3 clusters Score -932572.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -932576.062500 Penalty: 4473.933594
	Iteration 20F: 3 clusters Score -932576.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -932580.687500 Penalty: 4473.933594
	Iteration 21Q: 3 clusters Score -932580.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -932588.812500 Penalty: 4473.933594
	Iteration 22Q: 3 clusters Score -932588.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -932591.937500 Penalty: 4473.933594
	Iteration 23Q: 3 clusters Score -932591.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -932594.937500 Penalty: 4473.933594
	Iteration 24Q: 3 clusters Score -932594.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -932597.812500 Penalty: 4473.933594
	Iteration 25Q: 3 clusters Score -932597.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -932600.250000 Penalty: 4473.933594
	Iteration 26Q: 3 clusters Score -932600.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -932606.187500 Penalty: 4473.933594
	Iteration 27Q: 3 clusters Score -932606.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -932607.687500 Penalty: 4473.933594
	Iteration 28Q: 3 clusters Score -932607.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -932610.062500 Penalty: 4473.933594
	Iteration 29Q: 3 clusters Score -932610.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -932609.812500 Penalty: 4473.933594
	Iteration 30Q: 3 clusters Score -932609.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -932610.625000 Penalty: 4473.933594
	Iteration 31Q: 3 clusters Score -932610.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -932612.250000 Penalty: 4473.933594
	Iteration 32Q: 3 clusters Score -932612.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -932612.250000 Penalty: 4473.933594
	Iteration 33Q: 3 clusters Score -932612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -932612.250000 Penalty: 4473.933594
	Iteration 34Q: 3 clusters Score -932612.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -932612.250000 Penalty: 4473.933594
	Iteration 35F: 3 clusters Score -932612.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Entering Unmasked Estep 
Score: -530204.750000 Penalty: 2086.079346
	Iteration 0F: 2 clusters Score -530204.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -526029.000000 Penalty: 4172.158691
	Iteration 0F: 3 clusters Score -526029 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -527014.562500 Penalty: 4172.158691
	Iteration 1F: 3 clusters Score -527014.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -527232.312500 Penalty: 4172.158691
	Iteration 2F: 3 clusters Score -527232.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -527375.125000 Penalty: 4172.158691
	Iteration 3F: 3 clusters Score -527375.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -527463.750000 Penalty: 4172.158691
	Iteration 4Q: 3 clusters Score -527463.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -527549.375000 Penalty: 4172.158691
	Iteration 5Q: 3 clusters Score -527549.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -527631.437500 Penalty: 4172.158691
	Iteration 6Q: 3 clusters Score -527631.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -527714.875000 Penalty: 4172.158691
	Iteration 7Q: 3 clusters Score -527714.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -527786.312500 Penalty: 4172.158691
	Iteration 8Q: 3 clusters Score -527786.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -527845.812500 Penalty: 4172.158691
	Iteration 9Q: 3 clusters Score -527845.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -527904.250000 Penalty: 4172.158691
	Iteration 10Q: 3 clusters Score -527904.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -527950.437500 Penalty: 4172.158691
	Iteration 11Q: 3 clusters Score -527950.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -528000.812500 Penalty: 4172.158691
	Iteration 12Q: 3 clusters Score -528000.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -528039.875000 Penalty: 4172.158691
	Iteration 13Q: 3 clusters Score -528039.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -528085.250000 Penalty: 4172.158691
	Iteration 14Q: 3 clusters Score -528085.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -528125.812500 Penalty: 4172.158691
	Iteration 15Q: 3 clusters Score -528125.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -528167.562500 Penalty: 4172.158691
	Iteration 16Q: 3 clusters Score -528167.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -528204.875000 Penalty: 4172.158691
	Iteration 17Q: 3 clusters Score -528204.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -528239.562500 Penalty: 4172.158691
	Iteration 18Q: 3 clusters Score -528239.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -528268.500000 Penalty: 4172.158691
	Iteration 19Q: 3 clusters Score -528268.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -528307.625000 Penalty: 4172.158691
	Iteration 20F: 3 clusters Score -528307.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -528345.312500 Penalty: 4172.158691
	Iteration 21Q: 3 clusters Score -528345.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -528387.750000 Penalty: 4172.158691
	Iteration 22Q: 3 clusters Score -528387.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -528416.000000 Penalty: 4172.158691
	Iteration 23Q: 3 clusters Score -528416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -528437.687500 Penalty: 4172.158691
	Iteration 24Q: 3 clusters Score -528437.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -528453.562500 Penalty: 4172.158691
	Iteration 25Q: 3 clusters Score -528453.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -528466.687500 Penalty: 4172.158691
	Iteration 26Q: 3 clusters Score -528466.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -528481.125000 Penalty: 4172.158691
	Iteration 27Q: 3 clusters Score -528481.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -528494.875000 Penalty: 4172.158691
	Iteration 28Q: 3 clusters Score -528494.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -528507.250000 Penalty: 4172.158691
	Iteration 29Q: 3 clusters Score -528507.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -528513.125000 Penalty: 4172.158691
	Iteration 30Q: 3 clusters Score -528513.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -528518.437500 Penalty: 4172.158691
	Iteration 31Q: 3 clusters Score -528518.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -528518.687500 Penalty: 4172.158691
	Iteration 32Q: 3 clusters Score -528518.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -528519.375000 Penalty: 4172.158691
	Iteration 33Q: 3 clusters Score -528519.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -528521.062500 Penalty: 4172.158691
	Iteration 34Q: 3 clusters Score -528521.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -528522.312500 Penalty: 4172.158691
	Iteration 35Q: 3 clusters Score -528522.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -528522.750000 Penalty: 4172.158691
	Iteration 36Q: 3 clusters Score -528522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -528525.750000 Penalty: 4172.158691
	Iteration 37Q: 3 clusters Score -528525.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -528531.562500 Penalty: 4172.158691
	Iteration 38Q: 3 clusters Score -528531.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -528535.875000 Penalty: 4172.158691
	Iteration 39Q: 3 clusters Score -528535.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -528537.625000 Penalty: 4172.158691
	Iteration 40F: 3 clusters Score -528537.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -528541.125000 Penalty: 4172.158691
	Iteration 41Q: 3 clusters Score -528541.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -528542.750000 Penalty: 4172.158691
	Iteration 42Q: 3 clusters Score -528542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -528543.187500 Penalty: 4172.158691
	Iteration 43Q: 3 clusters Score -528543.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -528544.000000 Penalty: 4172.158691
	Iteration 44Q: 3 clusters Score -528544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -528545.000000 Penalty: 4172.158691
	Iteration 45Q: 3 clusters Score -528545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -528545.000000 Penalty: 4172.158691
	Iteration 46F: 3 clusters Score -528545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -442866.593750 Penalty: 2044.594849
	Iteration 0F: 2 clusters Score -442866.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -439119.906250 Penalty: 4089.189697
	Iteration 0F: 3 clusters Score -439119.9 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -439995.781250 Penalty: 4089.189697
	Iteration 1F: 3 clusters Score -439995.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -440235.031250 Penalty: 4089.189697
	Iteration 2F: 3 clusters Score -440235 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -440386.343750 Penalty: 4089.189697
	Iteration 3F: 3 clusters Score -440386.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -440495.187500 Penalty: 4089.189697
	Iteration 4Q: 3 clusters Score -440495.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -440596.031250 Penalty: 4089.189697
	Iteration 5Q: 3 clusters Score -440596 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -440712.250000 Penalty: 4089.189697
	Iteration 6Q: 3 clusters Score -440712.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -440825.156250 Penalty: 4089.189697
	Iteration 7Q: 3 clusters Score -440825.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -440919.937500 Penalty: 4089.189697
	Iteration 8Q: 3 clusters Score -440919.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -441016.593750 Penalty: 4089.189697
	Iteration 9Q: 3 clusters Score -441016.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -441121.125000 Penalty: 4089.189697
	Iteration 10Q: 3 clusters Score -441121.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -441216.250000 Penalty: 4089.189697
	Iteration 11Q: 3 clusters Score -441216.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -441352.406250 Penalty: 4089.189697
	Iteration 12Q: 3 clusters Score -441352.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -441500.437500 Penalty: 4089.189697
	Iteration 13Q: 3 clusters Score -441500.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -441664.718750 Penalty: 4089.189697
	Iteration 14Q: 3 clusters Score -441664.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -441891.875000 Penalty: 4089.189697
	Iteration 15Q: 3 clusters Score -441891.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -442177.187500 Penalty: 4089.189697
	Iteration 16Q: 3 clusters Score -442177.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -442493.781250 Penalty: 4089.189697
	Iteration 17Q: 3 clusters Score -442493.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -442686.000000 Penalty: 4089.189697
	Iteration 18Q: 3 clusters Score -442686 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -442749.750000 Penalty: 4089.189697
	Iteration 19Q: 3 clusters Score -442749.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -442763.281250 Penalty: 4089.189697
	Iteration 20F: 3 clusters Score -442763.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -442767.000000 Penalty: 4089.189697
	Iteration 21Q: 3 clusters Score -442767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -442767.593750 Penalty: 4089.189697
	Iteration 22Q: 3 clusters Score -442767.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -442768.750000 Penalty: 4089.189697
	Iteration 23Q: 3 clusters Score -442768.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -442769.906250 Penalty: 4089.189697
	Iteration 24Q: 3 clusters Score -442769.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -442769.906250 Penalty: 4089.189697
	Iteration 25F: 3 clusters Score -442769.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Entering Unmasked Estep 
Score: -7182046.500000 Penalty: 2722.530029
	Iteration 0F: 2 clusters Score -7182046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -7142611.000000 Penalty: 5445.060059
	Iteration 0F: 3 clusters Score -7142611 nChanged 27269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -7158076.500000 Penalty: 5445.060059
	Iteration 1F: 3 clusters Score -7158076 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -7158928.500000 Penalty: 5445.060059
	Iteration 2Q: 3 clusters Score -7158928 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -7160109.500000 Penalty: 5445.060059
	Iteration 3Q: 3 clusters Score -7160110 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -7161855.500000 Penalty: 5445.060059
	Iteration 4F: 3 clusters Score -7161856 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -7164253.500000 Penalty: 5445.060059
	Iteration 5F: 3 clusters Score -7164254 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -7167239.500000 Penalty: 5445.060059
	Iteration 6F: 3 clusters Score -7167240 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -7170872.000000 Penalty: 5445.060059
	Iteration 7F: 3 clusters Score -7170872 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -7174147.000000 Penalty: 5445.060059
	Iteration 8F: 3 clusters Score -7174147 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -7176381.500000 Penalty: 5445.060059
	Iteration 9Q: 3 clusters Score -7176382 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -7177607.000000 Penalty: 5445.060059
	Iteration 10Q: 3 clusters Score -7177607 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -7178128.000000 Penalty: 5445.060059
	Iteration 11Q: 3 clusters Score -7178128 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -7178345.000000 Penalty: 5445.060059
	Iteration 12Q: 3 clusters Score -7178345 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -7178472.000000 Penalty: 5445.060059
	Iteration 13Q: 3 clusters Score -7178472 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -7178576.000000 Penalty: 5445.060059
	Iteration 14Q: 3 clusters Score -7178576 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -7178662.000000 Penalty: 5445.060059
	Iteration 15Q: 3 clusters Score -7178662 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -7178736.000000 Penalty: 5445.060059
	Iteration 16Q: 3 clusters Score -7178736 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -7178825.000000 Penalty: 5445.060059
	Iteration 17Q: 3 clusters Score -7178825 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -7178866.500000 Penalty: 5445.060059
	Iteration 18Q: 3 clusters Score -7178866 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -7178908.500000 Penalty: 5445.060059
	Iteration 19Q: 3 clusters Score -7178908 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -7178958.000000 Penalty: 5445.060059
	Iteration 20F: 3 clusters Score -7178958 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -7178986.500000 Penalty: 5445.060059
	Iteration 21Q: 3 clusters Score -7178986 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -7179027.500000 Penalty: 5445.060059
	Iteration 22Q: 3 clusters Score -7179028 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -7179052.500000 Penalty: 5445.060059
	Iteration 23Q: 3 clusters Score -7179052 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -7179083.000000 Penalty: 5445.060059
	Iteration 24Q: 3 clusters Score -7179083 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -7179106.500000 Penalty: 5445.060059
	Iteration 25Q: 3 clusters Score -7179106 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53391 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -7179147.000000 Penalty: 5445.060059
	Iteration 26Q: 3 clusters Score -7179147 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -7179196.000000 Penalty: 5445.060059
	Iteration 27Q: 3 clusters Score -7179196 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53716 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -7179246.000000 Penalty: 5445.060059
	Iteration 28Q: 3 clusters Score -7179246 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -7179282.500000 Penalty: 5445.060059
	Iteration 29Q: 3 clusters Score -7179282 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -7179324.000000 Penalty: 5445.060059
	Iteration 30Q: 3 clusters Score -7179324 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -7179362.000000 Penalty: 5445.060059
	Iteration 31Q: 3 clusters Score -7179362 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -7179374.500000 Penalty: 5445.060059
	Iteration 32Q: 3 clusters Score -7179374 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -7179384.000000 Penalty: 5445.060059
	Iteration 33Q: 3 clusters Score -7179384 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -7179409.000000 Penalty: 5445.060059
	Iteration 34Q: 3 clusters Score -7179409 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -7179440.500000 Penalty: 5445.060059
	Iteration 35Q: 3 clusters Score -7179440 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -7179452.000000 Penalty: 5445.060059
	Iteration 36Q: 3 clusters Score -7179452 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54791 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -7179477.500000 Penalty: 5445.060059
	Iteration 37Q: 3 clusters Score -7179478 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -7179454.000000 Penalty: 5445.060059
	Iteration 38Q: 3 clusters Score -7179454 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -7179483.500000 Penalty: 5445.060059
	Iteration 39Q: 3 clusters Score -7179484 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -7179494.500000 Penalty: 5445.060059
	Iteration 40F: 3 clusters Score -7179494 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -7179514.000000 Penalty: 5445.060059
	Iteration 41Q: 3 clusters Score -7179514 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -7179530.500000 Penalty: 5445.060059
	Iteration 42Q: 3 clusters Score -7179530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -7179524.500000 Penalty: 5445.060059
	Iteration 43Q: 3 clusters Score -7179524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -7179530.500000 Penalty: 5445.060059
	Iteration 44Q: 3 clusters Score -7179530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -7179538.500000 Penalty: 5445.060059
	Iteration 45Q: 3 clusters Score -7179538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -7179542.500000 Penalty: 5445.060059
	Iteration 46Q: 3 clusters Score -7179542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -7179542.000000 Penalty: 5445.060059
	Iteration 47Q: 3 clusters Score -7179542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -7179538.500000 Penalty: 5445.060059
	Iteration 48Q: 3 clusters Score -7179538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -7179541.500000 Penalty: 5445.060059
	Iteration 49Q: 3 clusters Score -7179542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -7179534.000000 Penalty: 5445.060059
	Iteration 50Q: 3 clusters Score -7179534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -7179554.000000 Penalty: 5445.060059
	Iteration 51Q: 3 clusters Score -7179554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -7179571.500000 Penalty: 5445.060059
	Iteration 52Q: 3 clusters Score -7179572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -7179565.500000 Penalty: 5445.060059
	Iteration 53Q: 3 clusters Score -7179566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55486 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -7179571.500000 Penalty: 5445.060059
	Iteration 54Q: 3 clusters Score -7179572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -7179571.500000 Penalty: 5445.060059
	Iteration 55Q: 3 clusters Score -7179572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -7179571.000000 Penalty: 5445.060059
	Iteration 56Q: 3 clusters Score -7179571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -7179571.500000 Penalty: 5445.060059
	Iteration 57Q: 3 clusters Score -7179572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -7179568.500000 Penalty: 5445.060059
	Iteration 58Q: 3 clusters Score -7179568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -7179569.000000 Penalty: 5445.060059
	Iteration 59Q: 3 clusters Score -7179569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -7179568.000000 Penalty: 5445.060059
	Iteration 60F: 3 clusters Score -7179568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -7179570.000000 Penalty: 5445.060059
	Iteration 61Q: 3 clusters Score -7179570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -7179569.500000 Penalty: 5445.060059
	Iteration 62Q: 3 clusters Score -7179570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55566 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -7179578.500000 Penalty: 5445.060059
	Iteration 63Q: 3 clusters Score -7179578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55581 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -7179583.000000 Penalty: 5445.060059
	Iteration 64Q: 3 clusters Score -7179583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -7179578.500000 Penalty: 5445.060059
	Iteration 65Q: 3 clusters Score -7179578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55607 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -7179588.000000 Penalty: 5445.060059
	Iteration 66Q: 3 clusters Score -7179588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -7179578.500000 Penalty: 5445.060059
	Iteration 67Q: 3 clusters Score -7179578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55632 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -7179575.000000 Penalty: 5445.060059
	Iteration 68Q: 3 clusters Score -7179575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -7179570.500000 Penalty: 5445.060059
	Iteration 69Q: 3 clusters Score -7179570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -7179578.500000 Penalty: 5445.060059
	Iteration 70Q: 3 clusters Score -7179578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -7179564.500000 Penalty: 5445.060059
	Iteration 71Q: 3 clusters Score -7179564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -7179567.500000 Penalty: 5445.060059
	Iteration 72Q: 3 clusters Score -7179568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -7179566.500000 Penalty: 5445.060059
	Iteration 73Q: 3 clusters Score -7179566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -7179566.000000 Penalty: 5445.060059
	Iteration 74Q: 3 clusters Score -7179566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55724 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -7179574.000000 Penalty: 5445.060059
	Iteration 75Q: 3 clusters Score -7179574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -7179569.000000 Penalty: 5445.060059
	Iteration 76Q: 3 clusters Score -7179569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -7179573.500000 Penalty: 5445.060059
	Iteration 77Q: 3 clusters Score -7179574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -7179592.500000 Penalty: 5445.060059
	Iteration 78Q: 3 clusters Score -7179592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -7179594.000000 Penalty: 5445.060059
	Iteration 79Q: 3 clusters Score -7179594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -7179599.000000 Penalty: 5445.060059
	Iteration 80F: 3 clusters Score -7179599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -7179611.500000 Penalty: 5445.060059
	Iteration 81Q: 3 clusters Score -7179612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -7179599.000000 Penalty: 5445.060059
	Iteration 82Q: 3 clusters Score -7179599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -7179596.000000 Penalty: 5445.060059
	Iteration 83Q: 3 clusters Score -7179596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -7179595.000000 Penalty: 5445.060059
	Iteration 84Q: 3 clusters Score -7179595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -7179591.000000 Penalty: 5445.060059
	Iteration 85Q: 3 clusters Score -7179591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -7179593.000000 Penalty: 5445.060059
	Iteration 86Q: 3 clusters Score -7179593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -7179582.500000 Penalty: 5445.060059
	Iteration 87Q: 3 clusters Score -7179582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55891 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -7179595.000000 Penalty: 5445.060059
	Iteration 88Q: 3 clusters Score -7179595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -7179598.000000 Penalty: 5445.060059
	Iteration 89Q: 3 clusters Score -7179598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -7179604.000000 Penalty: 5445.060059
	Iteration 90Q: 3 clusters Score -7179604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -7179615.500000 Penalty: 5445.060059
	Iteration 91Q: 3 clusters Score -7179616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55965 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -7179623.500000 Penalty: 5445.060059
	Iteration 92Q: 3 clusters Score -7179624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55987 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -7179619.500000 Penalty: 5445.060059
	Iteration 93Q: 3 clusters Score -7179620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -7179626.500000 Penalty: 5445.060059
	Iteration 94Q: 3 clusters Score -7179626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -7179631.000000 Penalty: 5445.060059
	Iteration 95Q: 3 clusters Score -7179631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -7179633.500000 Penalty: 5445.060059
	Iteration 96Q: 3 clusters Score -7179634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -7179643.500000 Penalty: 5445.060059
	Iteration 97Q: 3 clusters Score -7179644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7179645.500000 Penalty: 5445.060059
	Iteration 98Q: 3 clusters Score -7179646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -7179658.000000 Penalty: 5445.060059
	Iteration 99Q: 3 clusters Score -7179658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56124 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -7179663.000000 Penalty: 5445.060059
	Iteration 100F: 3 clusters Score -7179663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56138 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -7179651.500000 Penalty: 5445.060059
	Iteration 101Q: 3 clusters Score -7179652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -7179649.000000 Penalty: 5445.060059
	Iteration 102Q: 3 clusters Score -7179649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -7179649.500000 Penalty: 5445.060059
	Iteration 103Q: 3 clusters Score -7179650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -7179654.500000 Penalty: 5445.060059
	Iteration 104Q: 3 clusters Score -7179654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7179658.000000 Penalty: 5445.060059
	Iteration 105Q: 3 clusters Score -7179658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -7179660.000000 Penalty: 5445.060059
	Iteration 106Q: 3 clusters Score -7179660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -7179657.000000 Penalty: 5445.060059
	Iteration 107Q: 3 clusters Score -7179657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -7179654.500000 Penalty: 5445.060059
	Iteration 108Q: 3 clusters Score -7179654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56188 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -7179660.500000 Penalty: 5445.060059
	Iteration 109Q: 3 clusters Score -7179660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -7179657.000000 Penalty: 5445.060059
	Iteration 110Q: 3 clusters Score -7179657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56199 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -7179656.000000 Penalty: 5445.060059
	Iteration 111Q: 3 clusters Score -7179656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56205 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7179661.000000 Penalty: 5445.060059
	Iteration 112Q: 3 clusters Score -7179661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -7179661.000000 Penalty: 5445.060059
	Iteration 113Q: 3 clusters Score -7179661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7179664.000000 Penalty: 5445.060059
	Iteration 114Q: 3 clusters Score -7179664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -7179663.500000 Penalty: 5445.060059
	Iteration 115Q: 3 clusters Score -7179664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7179672.500000 Penalty: 5445.060059
	Iteration 116Q: 3 clusters Score -7179672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7179677.500000 Penalty: 5445.060059
	Iteration 117Q: 3 clusters Score -7179678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -7179670.500000 Penalty: 5445.060059
	Iteration 118Q: 3 clusters Score -7179670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -7179673.500000 Penalty: 5445.060059
	Iteration 119Q: 3 clusters Score -7179674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -7179667.500000 Penalty: 5445.060059
	Iteration 120F: 3 clusters Score -7179668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -7179674.500000 Penalty: 5445.060059
	Iteration 121Q: 3 clusters Score -7179674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -7179671.000000 Penalty: 5445.060059
	Iteration 122Q: 3 clusters Score -7179671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7179665.500000 Penalty: 5445.060059
	Iteration 123Q: 3 clusters Score -7179666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7179660.500000 Penalty: 5445.060059
	Iteration 124Q: 3 clusters Score -7179660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -7179664.500000 Penalty: 5445.060059
	Iteration 125Q: 3 clusters Score -7179664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -7179668.500000 Penalty: 5445.060059
	Iteration 126Q: 3 clusters Score -7179668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -7179670.000000 Penalty: 5445.060059
	Iteration 127Q: 3 clusters Score -7179670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56331 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -7179676.000000 Penalty: 5445.060059
	Iteration 128Q: 3 clusters Score -7179676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56342 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -7179672.000000 Penalty: 5445.060059
	Iteration 129Q: 3 clusters Score -7179672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56351 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7179666.000000 Penalty: 5445.060059
	Iteration 130Q: 3 clusters Score -7179666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7179680.500000 Penalty: 5445.060059
	Iteration 131Q: 3 clusters Score -7179680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -7179683.000000 Penalty: 5445.060059
	Iteration 132Q: 3 clusters Score -7179683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56378 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7179685.000000 Penalty: 5445.060059
	Iteration 133Q: 3 clusters Score -7179685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -7179691.500000 Penalty: 5445.060059
	Iteration 134Q: 3 clusters Score -7179692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -7179699.500000 Penalty: 5445.060059
	Iteration 135Q: 3 clusters Score -7179700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56407 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -7179697.500000 Penalty: 5445.060059
	Iteration 136Q: 3 clusters Score -7179698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56412 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7179704.500000 Penalty: 5445.060059
	Iteration 137Q: 3 clusters Score -7179704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56418 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7179713.000000 Penalty: 5445.060059
	Iteration 138Q: 3 clusters Score -7179713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -7179710.000000 Penalty: 5445.060059
	Iteration 139Q: 3 clusters Score -7179710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56428 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -7179713.000000 Penalty: 5445.060059
	Iteration 140F: 3 clusters Score -7179713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -7179707.500000 Penalty: 5445.060059
	Iteration 141Q: 3 clusters Score -7179708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -7179710.500000 Penalty: 5445.060059
	Iteration 142Q: 3 clusters Score -7179710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56439 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7179703.000000 Penalty: 5445.060059
	Iteration 143Q: 3 clusters Score -7179703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -7179705.000000 Penalty: 5445.060059
	Iteration 144Q: 3 clusters Score -7179705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -7179710.500000 Penalty: 5445.060059
	Iteration 145Q: 3 clusters Score -7179710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -7179706.500000 Penalty: 5445.060059
	Iteration 146Q: 3 clusters Score -7179706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -7179712.000000 Penalty: 5445.060059
	Iteration 147Q: 3 clusters Score -7179712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7179714.500000 Penalty: 5445.060059
	Iteration 148Q: 3 clusters Score -7179714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56452 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -7179718.500000 Penalty: 5445.060059
	Iteration 149Q: 3 clusters Score -7179718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56456 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -7179719.500000 Penalty: 5445.060059
	Iteration 150Q: 3 clusters Score -7179720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56460 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -7179721.000000 Penalty: 5445.060059
	Iteration 151Q: 3 clusters Score -7179721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -7179730.000000 Penalty: 5445.060059
	Iteration 152Q: 3 clusters Score -7179730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -7179730.000000 Penalty: 5445.060059
	Iteration 153Q: 3 clusters Score -7179730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7179731.000000 Penalty: 5445.060059
	Iteration 154Q: 3 clusters Score -7179731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -7179722.500000 Penalty: 5445.060059
	Iteration 155Q: 3 clusters Score -7179722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56488 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -7179729.500000 Penalty: 5445.060059
	Iteration 156Q: 3 clusters Score -7179730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -7179730.000000 Penalty: 5445.060059
	Iteration 157Q: 3 clusters Score -7179730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7179725.000000 Penalty: 5445.060059
	Iteration 158Q: 3 clusters Score -7179725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -7179727.000000 Penalty: 5445.060059
	Iteration 159Q: 3 clusters Score -7179727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -7179727.000000 Penalty: 5445.060059
	Iteration 160F: 3 clusters Score -7179727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Entering Unmasked Estep 
Score: -309205.468750 Penalty: 1949.612793
	Iteration 0F: 2 clusters Score -309205.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -306263.281250 Penalty: 3899.225586
	Iteration 0F: 3 clusters Score -306263.3 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -306956.187500 Penalty: 3899.225586
	Iteration 1F: 3 clusters Score -306956.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -307242.718750 Penalty: 3899.225586
	Iteration 2F: 3 clusters Score -307242.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -307437.812500 Penalty: 3899.225586
	Iteration 3F: 3 clusters Score -307437.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -307580.250000 Penalty: 3899.225586
	Iteration 4F: 3 clusters Score -307580.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -307688.437500 Penalty: 3899.225586
	Iteration 5Q: 3 clusters Score -307688.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -307793.875000 Penalty: 3899.225586
	Iteration 6Q: 3 clusters Score -307793.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -307882.281250 Penalty: 3899.225586
	Iteration 7Q: 3 clusters Score -307882.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -307949.656250 Penalty: 3899.225586
	Iteration 8Q: 3 clusters Score -307949.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -308026.968750 Penalty: 3899.225586
	Iteration 9Q: 3 clusters Score -308027 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -308090.843750 Penalty: 3899.225586
	Iteration 10Q: 3 clusters Score -308090.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -308137.375000 Penalty: 3899.225586
	Iteration 11Q: 3 clusters Score -308137.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -308168.968750 Penalty: 3899.225586
	Iteration 12Q: 3 clusters Score -308169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -308197.187500 Penalty: 3899.225586
	Iteration 13Q: 3 clusters Score -308197.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -308216.937500 Penalty: 3899.225586
	Iteration 14Q: 3 clusters Score -308216.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -308226.718750 Penalty: 3899.225586
	Iteration 15Q: 3 clusters Score -308226.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -308230.187500 Penalty: 3899.225586
	Iteration 16Q: 3 clusters Score -308230.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -308234.906250 Penalty: 3899.225586
	Iteration 17Q: 3 clusters Score -308234.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -308237.125000 Penalty: 3899.225586
	Iteration 18Q: 3 clusters Score -308237.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -308238.406250 Penalty: 3899.225586
	Iteration 19Q: 3 clusters Score -308238.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -308241.625000 Penalty: 3899.225586
	Iteration 20F: 3 clusters Score -308241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -308244.718750 Penalty: 3899.225586
	Iteration 21Q: 3 clusters Score -308244.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -308244.718750 Penalty: 3899.225586
	Iteration 22F: 3 clusters Score -308244.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (68949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68949 members 
Entering Unmasked Estep 
Score: -8309486.000000 Penalty: 2762.998535
	Iteration 0F: 2 clusters Score -8309486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -8263487.500000 Penalty: 5525.997070
	Iteration 0F: 3 clusters Score -8263488 nChanged 32101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -8281304.000000 Penalty: 5525.997070
	Iteration 1F: 3 clusters Score -8281304 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -8281868.000000 Penalty: 5525.997070
	Iteration 2Q: 3 clusters Score -8281868 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -8282579.000000 Penalty: 5525.997070
	Iteration 3Q: 3 clusters Score -8282579 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -8283648.000000 Penalty: 5525.997070
	Iteration 4Q: 3 clusters Score -8283648 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -8285593.500000 Penalty: 5525.997070
	Iteration 5F: 3 clusters Score -8285594 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -8288943.000000 Penalty: 5525.997070
	Iteration 6F: 3 clusters Score -8288943 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55738 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -8293972.500000 Penalty: 5525.997070
	Iteration 7F: 3 clusters Score -8293972 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61801 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -8300001.500000 Penalty: 5525.997070
	Iteration 8F: 3 clusters Score -8300002 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -8304205.500000 Penalty: 5525.997070
	Iteration 9F: 3 clusters Score -8304206 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68008 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8306095.500000 Penalty: 5525.997070
	Iteration 10Q: 3 clusters Score -8306096 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68557 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8306662.000000 Penalty: 5525.997070
	Iteration 11Q: 3 clusters Score -8306662 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68680 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8306845.500000 Penalty: 5525.997070
	Iteration 12Q: 3 clusters Score -8306846 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8306924.500000 Penalty: 5525.997070
	Iteration 13Q: 3 clusters Score -8306924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68754 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8306971.000000 Penalty: 5525.997070
	Iteration 14Q: 3 clusters Score -8306971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68768 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8306998.000000 Penalty: 5525.997070
	Iteration 15Q: 3 clusters Score -8306998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68774 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -8307027.500000 Penalty: 5525.997070
	Iteration 16Q: 3 clusters Score -8307028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68777 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8307033.000000 Penalty: 5525.997070
	Iteration 17Q: 3 clusters Score -8307033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8307046.000000 Penalty: 5525.997070
	Iteration 18Q: 3 clusters Score -8307046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -8307050.000000 Penalty: 5525.997070
	Iteration 19Q: 3 clusters Score -8307050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68782 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8307062.000000 Penalty: 5525.997070
	Iteration 20F: 3 clusters Score -8307062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68781 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8307072.000000 Penalty: 5525.997070
	Iteration 21Q: 3 clusters Score -8307072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -8307068.500000 Penalty: 5525.997070
	Iteration 22Q: 3 clusters Score -8307068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -8307068.500000 Penalty: 5525.997070
	Iteration 23F: 3 clusters Score -8307068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Entering Unmasked Estep 
Score: -1429669.000000 Penalty: 2331.130615
	Iteration 0F: 2 clusters Score -1429669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1420663.750000 Penalty: 4662.261230
	Iteration 0F: 3 clusters Score -1420664 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1423381.875000 Penalty: 4662.261230
	Iteration 1F: 3 clusters Score -1423382 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1423761.500000 Penalty: 4662.261230
	Iteration 2F: 3 clusters Score -1423762 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1424094.000000 Penalty: 4662.261230
	Iteration 3F: 3 clusters Score -1424094 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1424408.875000 Penalty: 4662.261230
	Iteration 4F: 3 clusters Score -1424409 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1424778.250000 Penalty: 4662.261230
	Iteration 5F: 3 clusters Score -1424778 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1425266.000000 Penalty: 4662.261230
	Iteration 6F: 3 clusters Score -1425266 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1425851.250000 Penalty: 4662.261230
	Iteration 7F: 3 clusters Score -1425851 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1426412.875000 Penalty: 4662.261230
	Iteration 8F: 3 clusters Score -1426413 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1426871.625000 Penalty: 4662.261230
	Iteration 9F: 3 clusters Score -1426872 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1427277.250000 Penalty: 4662.261230
	Iteration 10Q: 3 clusters Score -1427277 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1427592.500000 Penalty: 4662.261230
	Iteration 11Q: 3 clusters Score -1427592 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1427800.125000 Penalty: 4662.261230
	Iteration 12Q: 3 clusters Score -1427800 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1427949.500000 Penalty: 4662.261230
	Iteration 13Q: 3 clusters Score -1427950 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1428075.375000 Penalty: 4662.261230
	Iteration 14Q: 3 clusters Score -1428075 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1428177.500000 Penalty: 4662.261230
	Iteration 15Q: 3 clusters Score -1428178 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1428278.375000 Penalty: 4662.261230
	Iteration 16Q: 3 clusters Score -1428278 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1428371.000000 Penalty: 4662.261230
	Iteration 17Q: 3 clusters Score -1428371 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1428473.500000 Penalty: 4662.261230
	Iteration 18Q: 3 clusters Score -1428474 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1428599.625000 Penalty: 4662.261230
	Iteration 19Q: 3 clusters Score -1428600 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1428757.875000 Penalty: 4662.261230
	Iteration 20F: 3 clusters Score -1428758 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1428884.500000 Penalty: 4662.261230
	Iteration 21Q: 3 clusters Score -1428884 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1428979.750000 Penalty: 4662.261230
	Iteration 22Q: 3 clusters Score -1428980 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1429037.875000 Penalty: 4662.261230
	Iteration 23Q: 3 clusters Score -1429038 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1429087.375000 Penalty: 4662.261230
	Iteration 24Q: 3 clusters Score -1429087 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1429133.750000 Penalty: 4662.261230
	Iteration 25Q: 3 clusters Score -1429134 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1429158.250000 Penalty: 4662.261230
	Iteration 26Q: 3 clusters Score -1429158 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1429175.125000 Penalty: 4662.261230
	Iteration 27Q: 3 clusters Score -1429175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1429195.125000 Penalty: 4662.261230
	Iteration 28Q: 3 clusters Score -1429195 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1429206.125000 Penalty: 4662.261230
	Iteration 29Q: 3 clusters Score -1429206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1429213.625000 Penalty: 4662.261230
	Iteration 30Q: 3 clusters Score -1429214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1429219.625000 Penalty: 4662.261230
	Iteration 31Q: 3 clusters Score -1429220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1429222.125000 Penalty: 4662.261230
	Iteration 32Q: 3 clusters Score -1429222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1429226.000000 Penalty: 4662.261230
	Iteration 33Q: 3 clusters Score -1429226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1429232.250000 Penalty: 4662.261230
	Iteration 34Q: 3 clusters Score -1429232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1429234.000000 Penalty: 4662.261230
	Iteration 35Q: 3 clusters Score -1429234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1429236.000000 Penalty: 4662.261230
	Iteration 36Q: 3 clusters Score -1429236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1429237.250000 Penalty: 4662.261230
	Iteration 37Q: 3 clusters Score -1429237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1429236.500000 Penalty: 4662.261230
	Iteration 38Q: 3 clusters Score -1429236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1429238.125000 Penalty: 4662.261230
	Iteration 39Q: 3 clusters Score -1429238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1429239.625000 Penalty: 4662.261230
	Iteration 40F: 3 clusters Score -1429240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1429243.625000 Penalty: 4662.261230
	Iteration 41Q: 3 clusters Score -1429244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1429243.750000 Penalty: 4662.261230
	Iteration 42Q: 3 clusters Score -1429244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1429244.125000 Penalty: 4662.261230
	Iteration 43Q: 3 clusters Score -1429244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1429243.125000 Penalty: 4662.261230
	Iteration 44Q: 3 clusters Score -1429243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1429243.125000 Penalty: 4662.261230
	Iteration 45F: 3 clusters Score -1429243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Entering Unmasked Estep 
Score: -1075285.875000 Penalty: 2258.887695
	Iteration 0F: 2 clusters Score -1075286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1068315.375000 Penalty: 4517.775391
	Iteration 0F: 3 clusters Score -1068315 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1070240.250000 Penalty: 4517.775391
	Iteration 1F: 3 clusters Score -1070240 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1070515.125000 Penalty: 4517.775391
	Iteration 2F: 3 clusters Score -1070515 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1070695.000000 Penalty: 4517.775391
	Iteration 3Q: 3 clusters Score -1070695 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1070843.750000 Penalty: 4517.775391
	Iteration 4Q: 3 clusters Score -1070844 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1070954.500000 Penalty: 4517.775391
	Iteration 5Q: 3 clusters Score -1070954 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1071044.375000 Penalty: 4517.775391
	Iteration 6Q: 3 clusters Score -1071044 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1071132.750000 Penalty: 4517.775391
	Iteration 7Q: 3 clusters Score -1071133 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1071245.375000 Penalty: 4517.775391
	Iteration 8Q: 3 clusters Score -1071245 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1071405.125000 Penalty: 4517.775391
	Iteration 9Q: 3 clusters Score -1071405 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1071616.000000 Penalty: 4517.775391
	Iteration 10Q: 3 clusters Score -1071616 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1071855.125000 Penalty: 4517.775391
	Iteration 11Q: 3 clusters Score -1071855 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1072125.750000 Penalty: 4517.775391
	Iteration 12Q: 3 clusters Score -1072126 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1072417.125000 Penalty: 4517.775391
	Iteration 13Q: 3 clusters Score -1072417 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1072696.375000 Penalty: 4517.775391
	Iteration 14Q: 3 clusters Score -1072696 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1072946.500000 Penalty: 4517.775391
	Iteration 15Q: 3 clusters Score -1072946 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1073123.250000 Penalty: 4517.775391
	Iteration 16Q: 3 clusters Score -1073123 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1073247.750000 Penalty: 4517.775391
	Iteration 17Q: 3 clusters Score -1073248 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1073341.375000 Penalty: 4517.775391
	Iteration 18Q: 3 clusters Score -1073341 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1073402.000000 Penalty: 4517.775391
	Iteration 19Q: 3 clusters Score -1073402 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1073443.500000 Penalty: 4517.775391
	Iteration 20F: 3 clusters Score -1073444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1073465.000000 Penalty: 4517.775391
	Iteration 21Q: 3 clusters Score -1073465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1073473.250000 Penalty: 4517.775391
	Iteration 22Q: 3 clusters Score -1073473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1073481.250000 Penalty: 4517.775391
	Iteration 23Q: 3 clusters Score -1073481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1073485.500000 Penalty: 4517.775391
	Iteration 24Q: 3 clusters Score -1073486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1073492.250000 Penalty: 4517.775391
	Iteration 25Q: 3 clusters Score -1073492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1073498.750000 Penalty: 4517.775391
	Iteration 26Q: 3 clusters Score -1073499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1073503.000000 Penalty: 4517.775391
	Iteration 27Q: 3 clusters Score -1073503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1073509.125000 Penalty: 4517.775391
	Iteration 28Q: 3 clusters Score -1073509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1073513.250000 Penalty: 4517.775391
	Iteration 29Q: 3 clusters Score -1073513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1073517.125000 Penalty: 4517.775391
	Iteration 30Q: 3 clusters Score -1073517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1073516.375000 Penalty: 4517.775391
	Iteration 31Q: 3 clusters Score -1073516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1073515.625000 Penalty: 4517.775391
	Iteration 32Q: 3 clusters Score -1073516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1073516.875000 Penalty: 4517.775391
	Iteration 33Q: 3 clusters Score -1073517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1073519.375000 Penalty: 4517.775391
	Iteration 34Q: 3 clusters Score -1073519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1073519.750000 Penalty: 4517.775391
	Iteration 35Q: 3 clusters Score -1073520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1073520.125000 Penalty: 4517.775391
	Iteration 36Q: 3 clusters Score -1073520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1073521.875000 Penalty: 4517.775391
	Iteration 37Q: 3 clusters Score -1073522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1073522.375000 Penalty: 4517.775391
	Iteration 38Q: 3 clusters Score -1073522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1073522.375000 Penalty: 4517.775391
	Iteration 39F: 3 clusters Score -1073522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Entering Unmasked Estep 
Score: -8064993.000000 Penalty: 2750.241455
	Iteration 0F: 2 clusters Score -8064993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -8021085.500000 Penalty: 5500.482910
	Iteration 0F: 3 clusters Score -8021086 nChanged 30580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -8038188.000000 Penalty: 5500.482910
	Iteration 1F: 3 clusters Score -8038188 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -8038708.500000 Penalty: 5500.482910
	Iteration 2Q: 3 clusters Score -8038708 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -8039277.000000 Penalty: 5500.482910
	Iteration 3Q: 3 clusters Score -8039277 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -8039970.000000 Penalty: 5500.482910
	Iteration 4Q: 3 clusters Score -8039970 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -8040875.500000 Penalty: 5500.482910
	Iteration 5Q: 3 clusters Score -8040876 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -8042218.000000 Penalty: 5500.482910
	Iteration 6Q: 3 clusters Score -8042218 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -8044221.500000 Penalty: 5500.482910
	Iteration 7F: 3 clusters Score -8044222 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -8047131.000000 Penalty: 5500.482910
	Iteration 8F: 3 clusters Score -8047131 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -8050923.500000 Penalty: 5500.482910
	Iteration 9F: 3 clusters Score -8050924 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -8054905.500000 Penalty: 5500.482910
	Iteration 10F: 3 clusters Score -8054906 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60035 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -8058244.000000 Penalty: 5500.482910
	Iteration 11F: 3 clusters Score -8058244 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -8060287.000000 Penalty: 5500.482910
	Iteration 12Q: 3 clusters Score -8060287 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63585 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -8061425.000000 Penalty: 5500.482910
	Iteration 13Q: 3 clusters Score -8061425 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64235 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8062018.500000 Penalty: 5500.482910
	Iteration 14Q: 3 clusters Score -8062018 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8062251.500000 Penalty: 5500.482910
	Iteration 15Q: 3 clusters Score -8062252 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64703 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8062428.000000 Penalty: 5500.482910
	Iteration 16Q: 3 clusters Score -8062428 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64793 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8062530.500000 Penalty: 5500.482910
	Iteration 17Q: 3 clusters Score -8062530 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64852 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8062591.000000 Penalty: 5500.482910
	Iteration 18Q: 3 clusters Score -8062591 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64889 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8062629.500000 Penalty: 5500.482910
	Iteration 19Q: 3 clusters Score -8062630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64909 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8062653.500000 Penalty: 5500.482910
	Iteration 20F: 3 clusters Score -8062654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64922 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8062681.500000 Penalty: 5500.482910
	Iteration 21Q: 3 clusters Score -8062682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8062703.000000 Penalty: 5500.482910
	Iteration 22Q: 3 clusters Score -8062703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64928 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8062713.000000 Penalty: 5500.482910
	Iteration 23Q: 3 clusters Score -8062713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8062717.500000 Penalty: 5500.482910
	Iteration 24Q: 3 clusters Score -8062718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8062731.000000 Penalty: 5500.482910
	Iteration 25Q: 3 clusters Score -8062731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64934 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8062728.000000 Penalty: 5500.482910
	Iteration 26Q: 3 clusters Score -8062728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64937 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8062740.500000 Penalty: 5500.482910
	Iteration 27Q: 3 clusters Score -8062740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64941 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8062748.500000 Penalty: 5500.482910
	Iteration 28Q: 3 clusters Score -8062748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8062755.500000 Penalty: 5500.482910
	Iteration 29Q: 3 clusters Score -8062756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64946 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8062754.500000 Penalty: 5500.482910
	Iteration 30Q: 3 clusters Score -8062754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8062757.500000 Penalty: 5500.482910
	Iteration 31Q: 3 clusters Score -8062758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64949 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8062763.500000 Penalty: 5500.482910
	Iteration 32Q: 3 clusters Score -8062764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64946 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8062764.000000 Penalty: 5500.482910
	Iteration 33Q: 3 clusters Score -8062764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8062766.000000 Penalty: 5500.482910
	Iteration 34Q: 3 clusters Score -8062766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8062767.500000 Penalty: 5500.482910
	Iteration 35Q: 3 clusters Score -8062768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8062772.500000 Penalty: 5500.482910
	Iteration 36Q: 3 clusters Score -8062772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64951 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8062776.500000 Penalty: 5500.482910
	Iteration 37Q: 3 clusters Score -8062776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8062776.500000 Penalty: 5500.482910
	Iteration 38Q: 3 clusters Score -8062776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64950 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8062776.500000 Penalty: 5500.482910
	Iteration 39F: 3 clusters Score -8062776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -72788.687500 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -72788.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -71300.890625 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -71300.89 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -72201.875000 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -72201.88 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72688.453125 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -72688.45 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -72908.484375 Penalty: 3260.545166
	Iteration 3F: 3 clusters Score -72908.48 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -73025.843750 Penalty: 3260.545166
	Iteration 4F: 3 clusters Score -73025.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -73075.820312 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -73075.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -73095.906250 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -73095.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -73109.296875 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -73109.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -73111.578125 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -73111.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -73113.921875 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -73113.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -73114.914062 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -73114.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -73114.914062 Penalty: 3260.545166
	Iteration 11F: 3 clusters Score -73114.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263234 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182266 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68949 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 609 members 
Mstep: Class 18 contains 249722 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Mstep: Class 41 contains 107 members 
Entering Unmasked Estep 
Score: -148084736.000000 Penalty: 142708.921875
Splitting cluster 17 changes total score from -148086144.000000 to -148084736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (249722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249722 members 
Entering Unmasked Estep 
Score: -30621758.000000 Penalty: 3082.169678
	Iteration 0F: 2 clusters Score -3.062176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124468 members 
Mstep: Class 2 contains 125254 members 
Entering Unmasked Estep 
Score: -30463452.000000 Penalty: 6164.339355
	Iteration 0F: 3 clusters Score -3.046345e+07 nChanged 120618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115936 members 
Mstep: Class 2 contains 133786 members 
Entering Unmasked Estep 
Score: -30535522.000000 Penalty: 6164.339355
	Iteration 1F: 3 clusters Score -3.053552e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110160 members 
Mstep: Class 2 contains 139562 members 
Entering Unmasked Estep 
Score: -30537956.000000 Penalty: 6164.339355
	Iteration 2Q: 3 clusters Score -3.053796e+07 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101397 members 
Mstep: Class 2 contains 148325 members 
Entering Unmasked Estep 
Score: -30542348.000000 Penalty: 6164.339355
	Iteration 3Q: 3 clusters Score -3.054235e+07 nChanged 14501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88446 members 
Mstep: Class 2 contains 161276 members 
Entering Unmasked Estep 
Score: -30550094.000000 Penalty: 6164.339355
	Iteration 4F: 3 clusters Score -3.055009e+07 nChanged 18474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70842 members 
Mstep: Class 2 contains 178880 members 
Entering Unmasked Estep 
Score: -30562852.000000 Penalty: 6164.339355
	Iteration 5F: 3 clusters Score -3.056285e+07 nChanged 22107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 200671 members 
Entering Unmasked Estep 
Score: -30581202.000000 Penalty: 6164.339355
	Iteration 6F: 3 clusters Score -3.05812e+07 nChanged 21511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 222120 members 
Entering Unmasked Estep 
Score: -30598974.000000 Penalty: 6164.339355
	Iteration 7F: 3 clusters Score -3.059897e+07 nChanged 14958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 237050 members 
Entering Unmasked Estep 
Score: -30610552.000000 Penalty: 6164.339355
	Iteration 8F: 3 clusters Score -3.061055e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 244411 members 
Entering Unmasked Estep 
Score: -30615574.000000 Penalty: 6164.339355
	Iteration 9Q: 3 clusters Score -3.061557e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 247202 members 
Entering Unmasked Estep 
Score: -30617988.000000 Penalty: 6164.339355
	Iteration 10Q: 3 clusters Score -3.061799e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 248124 members 
Entering Unmasked Estep 
Score: -30618798.000000 Penalty: 6164.339355
	Iteration 11Q: 3 clusters Score -3.06188e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 248441 members 
Entering Unmasked Estep 
Score: -30619084.000000 Penalty: 6164.339355
	Iteration 12Q: 3 clusters Score -3.061908e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 248562 members 
Entering Unmasked Estep 
Score: -30619260.000000 Penalty: 6164.339355
	Iteration 13Q: 3 clusters Score -3.061926e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 248617 members 
Entering Unmasked Estep 
Score: -30619362.000000 Penalty: 6164.339355
	Iteration 14Q: 3 clusters Score -3.061936e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 248642 members 
Entering Unmasked Estep 
Score: -30619492.000000 Penalty: 6164.339355
	Iteration 15Q: 3 clusters Score -3.061949e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 248649 members 
Entering Unmasked Estep 
Score: -30619624.000000 Penalty: 6164.339355
	Iteration 16Q: 3 clusters Score -3.061962e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 248654 members 
Entering Unmasked Estep 
Score: -30619648.000000 Penalty: 6164.339355
	Iteration 17Q: 3 clusters Score -3.061965e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 248643 members 
Entering Unmasked Estep 
Score: -30619734.000000 Penalty: 6164.339355
	Iteration 18Q: 3 clusters Score -3.061973e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 248615 members 
Entering Unmasked Estep 
Score: -30619772.000000 Penalty: 6164.339355
	Iteration 19Q: 3 clusters Score -3.061977e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 248586 members 
Entering Unmasked Estep 
Score: -30619802.000000 Penalty: 6164.339355
	Iteration 20F: 3 clusters Score -3.06198e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 248575 members 
Entering Unmasked Estep 
Score: -30619794.000000 Penalty: 6164.339355
	Iteration 21Q: 3 clusters Score -3.061979e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 248566 members 
Entering Unmasked Estep 
Score: -30619838.000000 Penalty: 6164.339355
	Iteration 22Q: 3 clusters Score -3.061984e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 248558 members 
Entering Unmasked Estep 
Score: -30619826.000000 Penalty: 6164.339355
	Iteration 23Q: 3 clusters Score -3.061983e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 248555 members 
Entering Unmasked Estep 
Score: -30619852.000000 Penalty: 6164.339355
	Iteration 24Q: 3 clusters Score -3.061985e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 248541 members 
Entering Unmasked Estep 
Score: -30619864.000000 Penalty: 6164.339355
	Iteration 25Q: 3 clusters Score -3.061986e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 248536 members 
Entering Unmasked Estep 
Score: -30619900.000000 Penalty: 6164.339355
	Iteration 26Q: 3 clusters Score -3.06199e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 248532 members 
Entering Unmasked Estep 
Score: -30619890.000000 Penalty: 6164.339355
	Iteration 27Q: 3 clusters Score -3.061989e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 248526 members 
Entering Unmasked Estep 
Score: -30619880.000000 Penalty: 6164.339355
	Iteration 28Q: 3 clusters Score -3.061988e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 248522 members 
Entering Unmasked Estep 
Score: -30619888.000000 Penalty: 6164.339355
	Iteration 29Q: 3 clusters Score -3.061989e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 248519 members 
Entering Unmasked Estep 
Score: -30619896.000000 Penalty: 6164.339355
	Iteration 30Q: 3 clusters Score -3.06199e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 248523 members 
Entering Unmasked Estep 
Score: -30619896.000000 Penalty: 6164.339355
	Iteration 31Q: 3 clusters Score -3.06199e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 248516 members 
Entering Unmasked Estep 
Score: -30619910.000000 Penalty: 6164.339355
	Iteration 32Q: 3 clusters Score -3.061991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 248512 members 
Entering Unmasked Estep 
Score: -30619908.000000 Penalty: 6164.339355
	Iteration 33Q: 3 clusters Score -3.061991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 248511 members 
Entering Unmasked Estep 
Score: -30619938.000000 Penalty: 6164.339355
	Iteration 34Q: 3 clusters Score -3.061994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 248510 members 
Entering Unmasked Estep 
Score: -30619898.000000 Penalty: 6164.339355
	Iteration 35Q: 3 clusters Score -3.06199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 248511 members 
Entering Unmasked Estep 
Score: -30619912.000000 Penalty: 6164.339355
	Iteration 36Q: 3 clusters Score -3.061991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 248514 members 
Entering Unmasked Estep 
Score: -30619896.000000 Penalty: 6164.339355
	Iteration 37Q: 3 clusters Score -3.06199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 248515 members 
Entering Unmasked Estep 
Score: -30619906.000000 Penalty: 6164.339355
	Iteration 38Q: 3 clusters Score -3.061991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 248514 members 
Entering Unmasked Estep 
Score: -30619894.000000 Penalty: 6164.339355
	Iteration 39Q: 3 clusters Score -3.061989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 248509 members 
Entering Unmasked Estep 
Score: -30619918.000000 Penalty: 6164.339355
	Iteration 40F: 3 clusters Score -3.061992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 248508 members 
Entering Unmasked Estep 
Score: -30619926.000000 Penalty: 6164.339355
	Iteration 41Q: 3 clusters Score -3.061993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 248507 members 
Entering Unmasked Estep 
Score: -30619912.000000 Penalty: 6164.339355
	Iteration 42Q: 3 clusters Score -3.061991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 248504 members 
Entering Unmasked Estep 
Score: -30619914.000000 Penalty: 6164.339355
	Iteration 43Q: 3 clusters Score -3.061991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 248505 members 
Entering Unmasked Estep 
Score: -30619940.000000 Penalty: 6164.339355
	Iteration 44Q: 3 clusters Score -3.061994e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 248503 members 
Entering Unmasked Estep 
Score: -30619924.000000 Penalty: 6164.339355
	Iteration 45Q: 3 clusters Score -3.061992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 248502 members 
Entering Unmasked Estep 
Score: -30619908.000000 Penalty: 6164.339355
	Iteration 46Q: 3 clusters Score -3.061991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 248502 members 
Entering Unmasked Estep 
Score: -30619908.000000 Penalty: 6164.339355
	Iteration 47Q: 3 clusters Score -3.061991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 248501 members 
Entering Unmasked Estep 
Score: -30619910.000000 Penalty: 6164.339355
	Iteration 48Q: 3 clusters Score -3.061991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 248498 members 
Entering Unmasked Estep 
Score: -30619898.000000 Penalty: 6164.339355
	Iteration 49Q: 3 clusters Score -3.06199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 248496 members 
Entering Unmasked Estep 
Score: -30619908.000000 Penalty: 6164.339355
	Iteration 50Q: 3 clusters Score -3.061991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 248494 members 
Entering Unmasked Estep 
Score: -30619910.000000 Penalty: 6164.339355
	Iteration 51Q: 3 clusters Score -3.061991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 248495 members 
Entering Unmasked Estep 
Score: -30619908.000000 Penalty: 6164.339355
	Iteration 52Q: 3 clusters Score -3.061991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 248493 members 
Entering Unmasked Estep 
Score: -30619912.000000 Penalty: 6164.339355
	Iteration 53Q: 3 clusters Score -3.061991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 248493 members 
Entering Unmasked Estep 
Score: -30619912.000000 Penalty: 6164.339355
	Iteration 54F: 3 clusters Score -3.061991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -41953.429688 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -41953.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40492.812500 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -40492.81 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40752.906250 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -40752.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40863.632812 Penalty: 3046.450439
	Iteration 2F: 3 clusters Score -40863.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40940.800781 Penalty: 3046.450439
	Iteration 3Q: 3 clusters Score -40940.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -41012.449219 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -41012.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -41069.390625 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -41069.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -41109.246094 Penalty: 3046.450439
	Iteration 6Q: 3 clusters Score -41109.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -41167.050781 Penalty: 3046.450439
	Iteration 7Q: 3 clusters Score -41167.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -41211.972656 Penalty: 3046.450439
	Iteration 8Q: 3 clusters Score -41211.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -41239.699219 Penalty: 3046.450439
	Iteration 9Q: 3 clusters Score -41239.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -41267.656250 Penalty: 3046.450439
	Iteration 10Q: 3 clusters Score -41267.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -41315.453125 Penalty: 3046.450439
	Iteration 11Q: 3 clusters Score -41315.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -41364.800781 Penalty: 3046.450439
	Iteration 12Q: 3 clusters Score -41364.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -41405.792969 Penalty: 3046.450439
	Iteration 13Q: 3 clusters Score -41405.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -41443.312500 Penalty: 3046.450439
	Iteration 14Q: 3 clusters Score -41443.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -41475.785156 Penalty: 3046.450439
	Iteration 15Q: 3 clusters Score -41475.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -41555.992188 Penalty: 3046.450439
	Iteration 16Q: 3 clusters Score -41555.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -41708.183594 Penalty: 3046.450439
	Iteration 17Q: 3 clusters Score -41708.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -41805.621094 Penalty: 3046.450439
	Iteration 18Q: 3 clusters Score -41805.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -41879.886719 Penalty: 3046.450439
	Iteration 19Q: 3 clusters Score -41879.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -41943.601562 Penalty: 3046.450439
	Iteration 20F: 3 clusters Score -41943.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42102.105469 Penalty: 3046.450439
	Iteration 21Q: 3 clusters Score -42102.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42266.179688 Penalty: 3046.450439
	Iteration 22Q: 3 clusters Score -42266.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42417.750000 Penalty: 3046.450439
	Iteration 23Q: 3 clusters Score -42417.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -42584.742188 Penalty: 3046.450439
	Iteration 24Q: 3 clusters Score -42584.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42609.878906 Penalty: 3046.450439
	Iteration 25Q: 3 clusters Score -42609.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -42609.878906 Penalty: 3046.450439
	Iteration 26F: 3 clusters Score -42609.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263234 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182266 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68949 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249722 members 
Mstep: Class 19 contains 205 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Mstep: Class 41 contains 260 members 
Entering Unmasked Estep 
Score: -148084816.000000 Penalty: 142708.921875
Splitting cluster 19 changes total score from -148086144.000000 to -148084816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (8198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Entering Unmasked Estep 
Score: -966638.437500 Penalty: 2234.887939
	Iteration 0F: 2 clusters Score -966638.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -960107.562500 Penalty: 4469.775879
	Iteration 0F: 3 clusters Score -960107.6 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -961896.125000 Penalty: 4469.775879
	Iteration 1F: 3 clusters Score -961896.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -962196.250000 Penalty: 4469.775879
	Iteration 2F: 3 clusters Score -962196.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -962420.125000 Penalty: 4469.775879
	Iteration 3F: 3 clusters Score -962420.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -962638.375000 Penalty: 4469.775879
	Iteration 4Q: 3 clusters Score -962638.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -962831.750000 Penalty: 4469.775879
	Iteration 5Q: 3 clusters Score -962831.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -963002.500000 Penalty: 4469.775879
	Iteration 6Q: 3 clusters Score -963002.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -963189.500000 Penalty: 4469.775879
	Iteration 7Q: 3 clusters Score -963189.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -963390.312500 Penalty: 4469.775879
	Iteration 8Q: 3 clusters Score -963390.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -963601.562500 Penalty: 4469.775879
	Iteration 9Q: 3 clusters Score -963601.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -963790.187500 Penalty: 4469.775879
	Iteration 10Q: 3 clusters Score -963790.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -963979.187500 Penalty: 4469.775879
	Iteration 11Q: 3 clusters Score -963979.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -964173.437500 Penalty: 4469.775879
	Iteration 12Q: 3 clusters Score -964173.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -964342.562500 Penalty: 4469.775879
	Iteration 13Q: 3 clusters Score -964342.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -964481.562500 Penalty: 4469.775879
	Iteration 14Q: 3 clusters Score -964481.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -964590.062500 Penalty: 4469.775879
	Iteration 15Q: 3 clusters Score -964590.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -964678.312500 Penalty: 4469.775879
	Iteration 16Q: 3 clusters Score -964678.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -964743.125000 Penalty: 4469.775879
	Iteration 17Q: 3 clusters Score -964743.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -964789.937500 Penalty: 4469.775879
	Iteration 18Q: 3 clusters Score -964789.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -964817.812500 Penalty: 4469.775879
	Iteration 19Q: 3 clusters Score -964817.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -964837.875000 Penalty: 4469.775879
	Iteration 20F: 3 clusters Score -964837.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -964858.562500 Penalty: 4469.775879
	Iteration 21Q: 3 clusters Score -964858.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -964871.125000 Penalty: 4469.775879
	Iteration 22Q: 3 clusters Score -964871.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -964881.375000 Penalty: 4469.775879
	Iteration 23Q: 3 clusters Score -964881.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -964889.562500 Penalty: 4469.775879
	Iteration 24Q: 3 clusters Score -964889.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -964901.750000 Penalty: 4469.775879
	Iteration 25Q: 3 clusters Score -964901.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -964913.062500 Penalty: 4469.775879
	Iteration 26Q: 3 clusters Score -964913.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -964923.812500 Penalty: 4469.775879
	Iteration 27Q: 3 clusters Score -964923.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -964924.687500 Penalty: 4469.775879
	Iteration 28Q: 3 clusters Score -964924.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -964926.562500 Penalty: 4469.775879
	Iteration 29Q: 3 clusters Score -964926.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -964932.500000 Penalty: 4469.775879
	Iteration 30Q: 3 clusters Score -964932.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -964935.187500 Penalty: 4469.775879
	Iteration 31Q: 3 clusters Score -964935.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -964938.500000 Penalty: 4469.775879
	Iteration 32Q: 3 clusters Score -964938.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -964940.187500 Penalty: 4469.775879
	Iteration 33Q: 3 clusters Score -964940.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -964941.312500 Penalty: 4469.775879
	Iteration 34Q: 3 clusters Score -964941.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -964944.187500 Penalty: 4469.775879
	Iteration 35Q: 3 clusters Score -964944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -964944.562500 Penalty: 4469.775879
	Iteration 36Q: 3 clusters Score -964944.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -964945.000000 Penalty: 4469.775879
	Iteration 37Q: 3 clusters Score -964945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -964945.000000 Penalty: 4469.775879
	Iteration 38F: 3 clusters Score -964945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -272050.000000 Penalty: 1921.189697
	Iteration 0F: 2 clusters Score -272050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -269196.437500 Penalty: 3842.379395
	Iteration 0F: 3 clusters Score -269196.4 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -269744.156250 Penalty: 3842.379395
	Iteration 1F: 3 clusters Score -269744.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -269875.781250 Penalty: 3842.379395
	Iteration 2F: 3 clusters Score -269875.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -269939.312500 Penalty: 3842.379395
	Iteration 3Q: 3 clusters Score -269939.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -269979.781250 Penalty: 3842.379395
	Iteration 4Q: 3 clusters Score -269979.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -270006.843750 Penalty: 3842.379395
	Iteration 5Q: 3 clusters Score -270006.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -270035.468750 Penalty: 3842.379395
	Iteration 6Q: 3 clusters Score -270035.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -270056.500000 Penalty: 3842.379395
	Iteration 7Q: 3 clusters Score -270056.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -270076.093750 Penalty: 3842.379395
	Iteration 8Q: 3 clusters Score -270076.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -270090.687500 Penalty: 3842.379395
	Iteration 9Q: 3 clusters Score -270090.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -270101.250000 Penalty: 3842.379395
	Iteration 10Q: 3 clusters Score -270101.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -270110.312500 Penalty: 3842.379395
	Iteration 11Q: 3 clusters Score -270110.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -270116.718750 Penalty: 3842.379395
	Iteration 12Q: 3 clusters Score -270116.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -270124.781250 Penalty: 3842.379395
	Iteration 13Q: 3 clusters Score -270124.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -270131.187500 Penalty: 3842.379395
	Iteration 14Q: 3 clusters Score -270131.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -270134.656250 Penalty: 3842.379395
	Iteration 15Q: 3 clusters Score -270134.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -270137.000000 Penalty: 3842.379395
	Iteration 16Q: 3 clusters Score -270137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -270137.218750 Penalty: 3842.379395
	Iteration 17Q: 3 clusters Score -270137.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -270138.312500 Penalty: 3842.379395
	Iteration 18Q: 3 clusters Score -270138.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -270139.562500 Penalty: 3842.379395
	Iteration 19Q: 3 clusters Score -270139.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -270139.562500 Penalty: 3842.379395
	Iteration 20F: 3 clusters Score -270139.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Entering Unmasked Estep 
Score: -234316.703125 Penalty: 1875.158081
	Iteration 0F: 2 clusters Score -234316.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -231761.968750 Penalty: 3750.316162
	Iteration 0F: 3 clusters Score -231762 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -232259.390625 Penalty: 3750.316162
	Iteration 1F: 3 clusters Score -232259.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -232481.531250 Penalty: 3750.316162
	Iteration 2F: 3 clusters Score -232481.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -232599.531250 Penalty: 3750.316162
	Iteration 3F: 3 clusters Score -232599.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -232693.046875 Penalty: 3750.316162
	Iteration 4Q: 3 clusters Score -232693 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -232779.625000 Penalty: 3750.316162
	Iteration 5Q: 3 clusters Score -232779.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -232860.406250 Penalty: 3750.316162
	Iteration 6Q: 3 clusters Score -232860.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -232941.265625 Penalty: 3750.316162
	Iteration 7Q: 3 clusters Score -232941.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -233057.484375 Penalty: 3750.316162
	Iteration 8Q: 3 clusters Score -233057.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -233295.265625 Penalty: 3750.316162
	Iteration 9F: 3 clusters Score -233295.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -233707.890625 Penalty: 3750.316162
	Iteration 10F: 3 clusters Score -233707.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -233969.328125 Penalty: 3750.316162
	Iteration 11F: 3 clusters Score -233969.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -234061.765625 Penalty: 3750.316162
	Iteration 12Q: 3 clusters Score -234061.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -234123.281250 Penalty: 3750.316162
	Iteration 13Q: 3 clusters Score -234123.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -234170.796875 Penalty: 3750.316162
	Iteration 14Q: 3 clusters Score -234170.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -234191.265625 Penalty: 3750.316162
	Iteration 15Q: 3 clusters Score -234191.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -234202.437500 Penalty: 3750.316162
	Iteration 16Q: 3 clusters Score -234202.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -234216.062500 Penalty: 3750.316162
	Iteration 17Q: 3 clusters Score -234216.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -234232.765625 Penalty: 3750.316162
	Iteration 18Q: 3 clusters Score -234232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -234240.671875 Penalty: 3750.316162
	Iteration 19Q: 3 clusters Score -234240.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -234245.562500 Penalty: 3750.316162
	Iteration 20F: 3 clusters Score -234245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -234250.000000 Penalty: 3750.316162
	Iteration 21Q: 3 clusters Score -234250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -234250.000000 Penalty: 3750.316162
	Iteration 22F: 3 clusters Score -234250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -314420.656250 Penalty: 1960.275146
	Iteration 0F: 2 clusters Score -314420.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -311398.812500 Penalty: 3920.550293
	Iteration 0F: 3 clusters Score -311398.8 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -312000.937500 Penalty: 3920.550293
	Iteration 1F: 3 clusters Score -312000.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -312152.937500 Penalty: 3920.550293
	Iteration 2F: 3 clusters Score -312152.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -312248.500000 Penalty: 3920.550293
	Iteration 3Q: 3 clusters Score -312248.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -312317.531250 Penalty: 3920.550293
	Iteration 4Q: 3 clusters Score -312317.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -312366.156250 Penalty: 3920.550293
	Iteration 5Q: 3 clusters Score -312366.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -312422.968750 Penalty: 3920.550293
	Iteration 6Q: 3 clusters Score -312423 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -312495.968750 Penalty: 3920.550293
	Iteration 7Q: 3 clusters Score -312496 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -312552.468750 Penalty: 3920.550293
	Iteration 8Q: 3 clusters Score -312552.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -312604.281250 Penalty: 3920.550293
	Iteration 9Q: 3 clusters Score -312604.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -312643.781250 Penalty: 3920.550293
	Iteration 10Q: 3 clusters Score -312643.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -312680.062500 Penalty: 3920.550293
	Iteration 11Q: 3 clusters Score -312680.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -312706.593750 Penalty: 3920.550293
	Iteration 12Q: 3 clusters Score -312706.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -312721.531250 Penalty: 3920.550293
	Iteration 13Q: 3 clusters Score -312721.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -312737.156250 Penalty: 3920.550293
	Iteration 14Q: 3 clusters Score -312737.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -312752.875000 Penalty: 3920.550293
	Iteration 15Q: 3 clusters Score -312752.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -312763.031250 Penalty: 3920.550293
	Iteration 16Q: 3 clusters Score -312763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -312774.468750 Penalty: 3920.550293
	Iteration 17Q: 3 clusters Score -312774.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -312784.062500 Penalty: 3920.550293
	Iteration 18Q: 3 clusters Score -312784.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -312796.718750 Penalty: 3920.550293
	Iteration 19Q: 3 clusters Score -312796.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -312806.593750 Penalty: 3920.550293
	Iteration 20F: 3 clusters Score -312806.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -312811.093750 Penalty: 3920.550293
	Iteration 21Q: 3 clusters Score -312811.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -312813.031250 Penalty: 3920.550293
	Iteration 22Q: 3 clusters Score -312813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -312817.187500 Penalty: 3920.550293
	Iteration 23Q: 3 clusters Score -312817.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -312818.156250 Penalty: 3920.550293
	Iteration 24Q: 3 clusters Score -312818.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -312819.718750 Penalty: 3920.550293
	Iteration 25Q: 3 clusters Score -312819.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -312821.437500 Penalty: 3920.550293
	Iteration 26Q: 3 clusters Score -312821.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -312821.781250 Penalty: 3920.550293
	Iteration 27Q: 3 clusters Score -312821.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -312821.781250 Penalty: 3920.550293
	Iteration 28F: 3 clusters Score -312821.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Entering Unmasked Estep 
Score: -650510.812500 Penalty: 2137.966553
	Iteration 0F: 2 clusters Score -650510.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -645600.312500 Penalty: 4275.933105
	Iteration 0F: 3 clusters Score -645600.3 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -646847.375000 Penalty: 4275.933105
	Iteration 1F: 3 clusters Score -646847.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -647133.375000 Penalty: 4275.933105
	Iteration 2F: 3 clusters Score -647133.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -647356.437500 Penalty: 4275.933105
	Iteration 3F: 3 clusters Score -647356.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -647557.750000 Penalty: 4275.933105
	Iteration 4Q: 3 clusters Score -647557.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -647718.000000 Penalty: 4275.933105
	Iteration 5Q: 3 clusters Score -647718 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -647824.125000 Penalty: 4275.933105
	Iteration 6Q: 3 clusters Score -647824.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -647920.250000 Penalty: 4275.933105
	Iteration 7Q: 3 clusters Score -647920.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -648013.375000 Penalty: 4275.933105
	Iteration 8Q: 3 clusters Score -648013.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -648131.187500 Penalty: 4275.933105
	Iteration 9Q: 3 clusters Score -648131.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -648267.687500 Penalty: 4275.933105
	Iteration 10Q: 3 clusters Score -648267.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -648393.062500 Penalty: 4275.933105
	Iteration 11Q: 3 clusters Score -648393.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -648487.437500 Penalty: 4275.933105
	Iteration 12Q: 3 clusters Score -648487.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -648566.062500 Penalty: 4275.933105
	Iteration 13Q: 3 clusters Score -648566.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -648637.625000 Penalty: 4275.933105
	Iteration 14Q: 3 clusters Score -648637.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -648697.937500 Penalty: 4275.933105
	Iteration 15Q: 3 clusters Score -648697.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -648740.500000 Penalty: 4275.933105
	Iteration 16Q: 3 clusters Score -648740.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -648776.125000 Penalty: 4275.933105
	Iteration 17Q: 3 clusters Score -648776.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -648804.187500 Penalty: 4275.933105
	Iteration 18Q: 3 clusters Score -648804.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -648827.250000 Penalty: 4275.933105
	Iteration 19Q: 3 clusters Score -648827.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -648848.500000 Penalty: 4275.933105
	Iteration 20F: 3 clusters Score -648848.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -648865.062500 Penalty: 4275.933105
	Iteration 21Q: 3 clusters Score -648865.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -648880.750000 Penalty: 4275.933105
	Iteration 22Q: 3 clusters Score -648880.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -648893.812500 Penalty: 4275.933105
	Iteration 23Q: 3 clusters Score -648893.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -648902.875000 Penalty: 4275.933105
	Iteration 24Q: 3 clusters Score -648902.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -648912.687500 Penalty: 4275.933105
	Iteration 25Q: 3 clusters Score -648912.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -648931.062500 Penalty: 4275.933105
	Iteration 26Q: 3 clusters Score -648931.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -648944.875000 Penalty: 4275.933105
	Iteration 27Q: 3 clusters Score -648944.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -648956.687500 Penalty: 4275.933105
	Iteration 28Q: 3 clusters Score -648956.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -648964.437500 Penalty: 4275.933105
	Iteration 29Q: 3 clusters Score -648964.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -648970.750000 Penalty: 4275.933105
	Iteration 30Q: 3 clusters Score -648970.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -648977.562500 Penalty: 4275.933105
	Iteration 31Q: 3 clusters Score -648977.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -648986.687500 Penalty: 4275.933105
	Iteration 32Q: 3 clusters Score -648986.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -648994.250000 Penalty: 4275.933105
	Iteration 33Q: 3 clusters Score -648994.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -649001.250000 Penalty: 4275.933105
	Iteration 34Q: 3 clusters Score -649001.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -649008.312500 Penalty: 4275.933105
	Iteration 35Q: 3 clusters Score -649008.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -649011.625000 Penalty: 4275.933105
	Iteration 36Q: 3 clusters Score -649011.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -649012.625000 Penalty: 4275.933105
	Iteration 37Q: 3 clusters Score -649012.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -649015.625000 Penalty: 4275.933105
	Iteration 38Q: 3 clusters Score -649015.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -649017.375000 Penalty: 4275.933105
	Iteration 39Q: 3 clusters Score -649017.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -649017.562500 Penalty: 4275.933105
	Iteration 40F: 3 clusters Score -649017.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -649021.500000 Penalty: 4275.933105
	Iteration 41Q: 3 clusters Score -649021.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -649027.062500 Penalty: 4275.933105
	Iteration 42Q: 3 clusters Score -649027.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -649032.187500 Penalty: 4275.933105
	Iteration 43Q: 3 clusters Score -649032.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -649037.062500 Penalty: 4275.933105
	Iteration 44Q: 3 clusters Score -649037.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -649039.375000 Penalty: 4275.933105
	Iteration 45Q: 3 clusters Score -649039.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -649040.062500 Penalty: 4275.933105
	Iteration 46Q: 3 clusters Score -649040.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -649045.375000 Penalty: 4275.933105
	Iteration 47Q: 3 clusters Score -649045.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -649049.062500 Penalty: 4275.933105
	Iteration 48Q: 3 clusters Score -649049.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -649051.625000 Penalty: 4275.933105
	Iteration 49Q: 3 clusters Score -649051.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -649054.125000 Penalty: 4275.933105
	Iteration 50Q: 3 clusters Score -649054.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -649055.500000 Penalty: 4275.933105
	Iteration 51Q: 3 clusters Score -649055.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -649055.875000 Penalty: 4275.933105
	Iteration 52Q: 3 clusters Score -649055.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -649055.875000 Penalty: 4275.933105
	Iteration 53F: 3 clusters Score -649055.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (35030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Entering Unmasked Estep 
Score: -4182245.750000 Penalty: 2595.062012
	Iteration 0F: 2 clusters Score -4182246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -4158490.500000 Penalty: 5190.124023
	Iteration 0F: 3 clusters Score -4158490 nChanged 15858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -4167144.500000 Penalty: 5190.124023
	Iteration 1F: 3 clusters Score -4167144 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -4167630.250000 Penalty: 5190.124023
	Iteration 2Q: 3 clusters Score -4167630 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -4168107.500000 Penalty: 5190.124023
	Iteration 3Q: 3 clusters Score -4168108 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -4168612.500000 Penalty: 5190.124023
	Iteration 4Q: 3 clusters Score -4168612 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -4169111.000000 Penalty: 5190.124023
	Iteration 5Q: 3 clusters Score -4169111 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -4169693.250000 Penalty: 5190.124023
	Iteration 6Q: 3 clusters Score -4169693 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -4170321.500000 Penalty: 5190.124023
	Iteration 7Q: 3 clusters Score -4170322 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -4171065.500000 Penalty: 5190.124023
	Iteration 8Q: 3 clusters Score -4171066 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -4171931.250000 Penalty: 5190.124023
	Iteration 9Q: 3 clusters Score -4171931 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -4172827.500000 Penalty: 5190.124023
	Iteration 10Q: 3 clusters Score -4172828 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -4173617.250000 Penalty: 5190.124023
	Iteration 11Q: 3 clusters Score -4173617 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -4174349.000000 Penalty: 5190.124023
	Iteration 12Q: 3 clusters Score -4174349 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -4175068.500000 Penalty: 5190.124023
	Iteration 13Q: 3 clusters Score -4175068 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -4175700.250000 Penalty: 5190.124023
	Iteration 14Q: 3 clusters Score -4175700 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -4176224.000000 Penalty: 5190.124023
	Iteration 15Q: 3 clusters Score -4176224 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -4176614.750000 Penalty: 5190.124023
	Iteration 16Q: 3 clusters Score -4176615 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -4176878.250000 Penalty: 5190.124023
	Iteration 17Q: 3 clusters Score -4176878 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -4177062.750000 Penalty: 5190.124023
	Iteration 18Q: 3 clusters Score -4177063 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -4177240.000000 Penalty: 5190.124023
	Iteration 19Q: 3 clusters Score -4177240 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -4177416.000000 Penalty: 5190.124023
	Iteration 20F: 3 clusters Score -4177416 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -4177591.000000 Penalty: 5190.124023
	Iteration 21Q: 3 clusters Score -4177591 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -4177687.750000 Penalty: 5190.124023
	Iteration 22Q: 3 clusters Score -4177688 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -4177763.000000 Penalty: 5190.124023
	Iteration 23Q: 3 clusters Score -4177763 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -4177837.500000 Penalty: 5190.124023
	Iteration 24Q: 3 clusters Score -4177838 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -4177903.750000 Penalty: 5190.124023
	Iteration 25Q: 3 clusters Score -4177904 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -4177971.250000 Penalty: 5190.124023
	Iteration 26Q: 3 clusters Score -4177971 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -4178020.500000 Penalty: 5190.124023
	Iteration 27Q: 3 clusters Score -4178020 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -4178056.250000 Penalty: 5190.124023
	Iteration 28Q: 3 clusters Score -4178056 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -4178122.250000 Penalty: 5190.124023
	Iteration 29Q: 3 clusters Score -4178122 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -4178153.750000 Penalty: 5190.124023
	Iteration 30Q: 3 clusters Score -4178154 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -4178207.250000 Penalty: 5190.124023
	Iteration 31Q: 3 clusters Score -4178207 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -4178247.000000 Penalty: 5190.124023
	Iteration 32Q: 3 clusters Score -4178247 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -4178275.250000 Penalty: 5190.124023
	Iteration 33Q: 3 clusters Score -4178275 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -4178302.750000 Penalty: 5190.124023
	Iteration 34Q: 3 clusters Score -4178303 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -4178318.000000 Penalty: 5190.124023
	Iteration 35Q: 3 clusters Score -4178318 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -4178325.750000 Penalty: 5190.124023
	Iteration 36Q: 3 clusters Score -4178326 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -4178351.750000 Penalty: 5190.124023
	Iteration 37Q: 3 clusters Score -4178352 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -4178356.000000 Penalty: 5190.124023
	Iteration 38Q: 3 clusters Score -4178356 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -4178345.000000 Penalty: 5190.124023
	Iteration 39Q: 3 clusters Score -4178345 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -4178355.000000 Penalty: 5190.124023
	Iteration 40F: 3 clusters Score -4178355 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -4178372.250000 Penalty: 5190.124023
	Iteration 41Q: 3 clusters Score -4178372 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -4178382.750000 Penalty: 5190.124023
	Iteration 42Q: 3 clusters Score -4178383 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -4178396.250000 Penalty: 5190.124023
	Iteration 43Q: 3 clusters Score -4178396 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -4178416.500000 Penalty: 5190.124023
	Iteration 44Q: 3 clusters Score -4178416 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -4178416.500000 Penalty: 5190.124023
	Iteration 45Q: 3 clusters Score -4178416 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -4178432.500000 Penalty: 5190.124023
	Iteration 46Q: 3 clusters Score -4178432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -4178452.500000 Penalty: 5190.124023
	Iteration 47Q: 3 clusters Score -4178452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -4178451.500000 Penalty: 5190.124023
	Iteration 48Q: 3 clusters Score -4178452 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -4178453.250000 Penalty: 5190.124023
	Iteration 49Q: 3 clusters Score -4178453 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -4178467.750000 Penalty: 5190.124023
	Iteration 50Q: 3 clusters Score -4178468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -4178466.000000 Penalty: 5190.124023
	Iteration 51Q: 3 clusters Score -4178466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -4178469.500000 Penalty: 5190.124023
	Iteration 52Q: 3 clusters Score -4178470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -4178473.750000 Penalty: 5190.124023
	Iteration 53Q: 3 clusters Score -4178474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -4178475.000000 Penalty: 5190.124023
	Iteration 54Q: 3 clusters Score -4178475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -4178483.750000 Penalty: 5190.124023
	Iteration 55Q: 3 clusters Score -4178484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -4178473.750000 Penalty: 5190.124023
	Iteration 56Q: 3 clusters Score -4178474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -4178464.750000 Penalty: 5190.124023
	Iteration 57Q: 3 clusters Score -4178465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -4178471.750000 Penalty: 5190.124023
	Iteration 58Q: 3 clusters Score -4178472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -4178487.250000 Penalty: 5190.124023
	Iteration 59Q: 3 clusters Score -4178487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -4178474.750000 Penalty: 5190.124023
	Iteration 60F: 3 clusters Score -4178475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -4178482.500000 Penalty: 5190.124023
	Iteration 61Q: 3 clusters Score -4178482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -4178475.250000 Penalty: 5190.124023
	Iteration 62Q: 3 clusters Score -4178475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -4178478.250000 Penalty: 5190.124023
	Iteration 63Q: 3 clusters Score -4178478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -4178478.000000 Penalty: 5190.124023
	Iteration 64Q: 3 clusters Score -4178478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -4178480.000000 Penalty: 5190.124023
	Iteration 65Q: 3 clusters Score -4178480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -4178473.500000 Penalty: 5190.124023
	Iteration 66Q: 3 clusters Score -4178474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4178472.750000 Penalty: 5190.124023
	Iteration 67Q: 3 clusters Score -4178473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -4178471.750000 Penalty: 5190.124023
	Iteration 68Q: 3 clusters Score -4178472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -4178470.500000 Penalty: 5190.124023
	Iteration 69Q: 3 clusters Score -4178470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -4178470.500000 Penalty: 5190.124023
	Iteration 70F: 3 clusters Score -4178470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Entering Unmasked Estep 
Score: -1257886.375000 Penalty: 2288.661621
	Iteration 0F: 2 clusters Score -1257886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1250021.875000 Penalty: 4577.323242
	Iteration 0F: 3 clusters Score -1250022 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1252261.875000 Penalty: 4577.323242
	Iteration 1F: 3 clusters Score -1252262 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1252559.250000 Penalty: 4577.323242
	Iteration 2F: 3 clusters Score -1252559 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1252736.875000 Penalty: 4577.323242
	Iteration 3Q: 3 clusters Score -1252737 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1252879.000000 Penalty: 4577.323242
	Iteration 4Q: 3 clusters Score -1252879 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1253000.000000 Penalty: 4577.323242
	Iteration 5Q: 3 clusters Score -1253000 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1253106.250000 Penalty: 4577.323242
	Iteration 6Q: 3 clusters Score -1253106 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1253202.750000 Penalty: 4577.323242
	Iteration 7Q: 3 clusters Score -1253203 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1253291.125000 Penalty: 4577.323242
	Iteration 8Q: 3 clusters Score -1253291 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1253391.375000 Penalty: 4577.323242
	Iteration 9Q: 3 clusters Score -1253391 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1253490.000000 Penalty: 4577.323242
	Iteration 10Q: 3 clusters Score -1253490 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1253617.375000 Penalty: 4577.323242
	Iteration 11Q: 3 clusters Score -1253617 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1253757.625000 Penalty: 4577.323242
	Iteration 12Q: 3 clusters Score -1253758 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1253936.375000 Penalty: 4577.323242
	Iteration 13Q: 3 clusters Score -1253936 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1254161.125000 Penalty: 4577.323242
	Iteration 14Q: 3 clusters Score -1254161 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1254435.375000 Penalty: 4577.323242
	Iteration 15Q: 3 clusters Score -1254435 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1254720.500000 Penalty: 4577.323242
	Iteration 16Q: 3 clusters Score -1254720 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1254991.625000 Penalty: 4577.323242
	Iteration 17Q: 3 clusters Score -1254992 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1255206.625000 Penalty: 4577.323242
	Iteration 18Q: 3 clusters Score -1255207 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1255382.625000 Penalty: 4577.323242
	Iteration 19Q: 3 clusters Score -1255383 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1255530.000000 Penalty: 4577.323242
	Iteration 20F: 3 clusters Score -1255530 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1255648.875000 Penalty: 4577.323242
	Iteration 21Q: 3 clusters Score -1255649 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1255713.750000 Penalty: 4577.323242
	Iteration 22Q: 3 clusters Score -1255714 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1255764.000000 Penalty: 4577.323242
	Iteration 23Q: 3 clusters Score -1255764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1255801.500000 Penalty: 4577.323242
	Iteration 24Q: 3 clusters Score -1255802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1255829.500000 Penalty: 4577.323242
	Iteration 25Q: 3 clusters Score -1255830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1255841.875000 Penalty: 4577.323242
	Iteration 26Q: 3 clusters Score -1255842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1255856.000000 Penalty: 4577.323242
	Iteration 27Q: 3 clusters Score -1255856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1255870.125000 Penalty: 4577.323242
	Iteration 28Q: 3 clusters Score -1255870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1255878.125000 Penalty: 4577.323242
	Iteration 29Q: 3 clusters Score -1255878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1255884.875000 Penalty: 4577.323242
	Iteration 30Q: 3 clusters Score -1255885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1255888.625000 Penalty: 4577.323242
	Iteration 31Q: 3 clusters Score -1255889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1255890.500000 Penalty: 4577.323242
	Iteration 32Q: 3 clusters Score -1255890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1255896.375000 Penalty: 4577.323242
	Iteration 33Q: 3 clusters Score -1255896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1255898.125000 Penalty: 4577.323242
	Iteration 34Q: 3 clusters Score -1255898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1255900.875000 Penalty: 4577.323242
	Iteration 35Q: 3 clusters Score -1255901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1255901.750000 Penalty: 4577.323242
	Iteration 36Q: 3 clusters Score -1255902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1255904.625000 Penalty: 4577.323242
	Iteration 37Q: 3 clusters Score -1255905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1255904.625000 Penalty: 4577.323242
	Iteration 38F: 3 clusters Score -1255905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Entering Unmasked Estep 
Score: -1484003.500000 Penalty: 2326.992188
	Iteration 0F: 2 clusters Score -1484004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1475125.750000 Penalty: 4653.984375
	Iteration 0F: 3 clusters Score -1475126 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1477791.750000 Penalty: 4653.984375
	Iteration 1F: 3 clusters Score -1477792 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1478113.250000 Penalty: 4653.984375
	Iteration 2F: 3 clusters Score -1478113 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1478342.000000 Penalty: 4653.984375
	Iteration 3Q: 3 clusters Score -1478342 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1478549.625000 Penalty: 4653.984375
	Iteration 4Q: 3 clusters Score -1478550 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1478730.500000 Penalty: 4653.984375
	Iteration 5Q: 3 clusters Score -1478730 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1478938.250000 Penalty: 4653.984375
	Iteration 6Q: 3 clusters Score -1478938 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1479191.625000 Penalty: 4653.984375
	Iteration 7Q: 3 clusters Score -1479192 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1479459.875000 Penalty: 4653.984375
	Iteration 8Q: 3 clusters Score -1479460 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1479751.625000 Penalty: 4653.984375
	Iteration 9Q: 3 clusters Score -1479752 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1480088.625000 Penalty: 4653.984375
	Iteration 10Q: 3 clusters Score -1480089 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1480425.625000 Penalty: 4653.984375
	Iteration 11Q: 3 clusters Score -1480426 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1480711.000000 Penalty: 4653.984375
	Iteration 12Q: 3 clusters Score -1480711 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1480955.250000 Penalty: 4653.984375
	Iteration 13Q: 3 clusters Score -1480955 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1481200.250000 Penalty: 4653.984375
	Iteration 14Q: 3 clusters Score -1481200 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1481381.625000 Penalty: 4653.984375
	Iteration 15Q: 3 clusters Score -1481382 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1481534.750000 Penalty: 4653.984375
	Iteration 16Q: 3 clusters Score -1481535 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1481636.375000 Penalty: 4653.984375
	Iteration 17Q: 3 clusters Score -1481636 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1481702.125000 Penalty: 4653.984375
	Iteration 18Q: 3 clusters Score -1481702 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1481746.875000 Penalty: 4653.984375
	Iteration 19Q: 3 clusters Score -1481747 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1481787.250000 Penalty: 4653.984375
	Iteration 20F: 3 clusters Score -1481787 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1481816.250000 Penalty: 4653.984375
	Iteration 21Q: 3 clusters Score -1481816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1481845.625000 Penalty: 4653.984375
	Iteration 22Q: 3 clusters Score -1481846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1481883.500000 Penalty: 4653.984375
	Iteration 23Q: 3 clusters Score -1481884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1481918.125000 Penalty: 4653.984375
	Iteration 24Q: 3 clusters Score -1481918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1481939.750000 Penalty: 4653.984375
	Iteration 25Q: 3 clusters Score -1481940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1481955.000000 Penalty: 4653.984375
	Iteration 26Q: 3 clusters Score -1481955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1481965.500000 Penalty: 4653.984375
	Iteration 27Q: 3 clusters Score -1481966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1481985.500000 Penalty: 4653.984375
	Iteration 28Q: 3 clusters Score -1481986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1481993.500000 Penalty: 4653.984375
	Iteration 29Q: 3 clusters Score -1481994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1481997.125000 Penalty: 4653.984375
	Iteration 30Q: 3 clusters Score -1481997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1482002.750000 Penalty: 4653.984375
	Iteration 31Q: 3 clusters Score -1482003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1482005.000000 Penalty: 4653.984375
	Iteration 32Q: 3 clusters Score -1482005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1482009.125000 Penalty: 4653.984375
	Iteration 33Q: 3 clusters Score -1482009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1482014.500000 Penalty: 4653.984375
	Iteration 34Q: 3 clusters Score -1482014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1482013.750000 Penalty: 4653.984375
	Iteration 35Q: 3 clusters Score -1482014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1482020.375000 Penalty: 4653.984375
	Iteration 36Q: 3 clusters Score -1482020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1482022.750000 Penalty: 4653.984375
	Iteration 37Q: 3 clusters Score -1482023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1482023.250000 Penalty: 4653.984375
	Iteration 38Q: 3 clusters Score -1482023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1482023.250000 Penalty: 4653.984375
	Iteration 39F: 3 clusters Score -1482023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Entering Unmasked Estep 
Score: -187624.812500 Penalty: 1854.866333
	Iteration 0F: 2 clusters Score -187624.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -185186.531250 Penalty: 3709.732666
	Iteration 0F: 3 clusters Score -185186.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -185663.562500 Penalty: 3709.732666
	Iteration 1F: 3 clusters Score -185663.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -185798.296875 Penalty: 3709.732666
	Iteration 2F: 3 clusters Score -185798.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -185872.796875 Penalty: 3709.732666
	Iteration 3Q: 3 clusters Score -185872.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -185930.593750 Penalty: 3709.732666
	Iteration 4Q: 3 clusters Score -185930.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -185973.421875 Penalty: 3709.732666
	Iteration 5Q: 3 clusters Score -185973.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -186007.203125 Penalty: 3709.732666
	Iteration 6Q: 3 clusters Score -186007.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -186033.171875 Penalty: 3709.732666
	Iteration 7Q: 3 clusters Score -186033.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -186070.812500 Penalty: 3709.732666
	Iteration 8Q: 3 clusters Score -186070.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -186101.515625 Penalty: 3709.732666
	Iteration 9Q: 3 clusters Score -186101.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -186127.890625 Penalty: 3709.732666
	Iteration 10Q: 3 clusters Score -186127.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -186146.265625 Penalty: 3709.732666
	Iteration 11Q: 3 clusters Score -186146.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -186164.265625 Penalty: 3709.732666
	Iteration 12Q: 3 clusters Score -186164.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -186188.125000 Penalty: 3709.732666
	Iteration 13Q: 3 clusters Score -186188.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -186208.500000 Penalty: 3709.732666
	Iteration 14Q: 3 clusters Score -186208.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -186222.296875 Penalty: 3709.732666
	Iteration 15Q: 3 clusters Score -186222.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -186230.984375 Penalty: 3709.732666
	Iteration 16Q: 3 clusters Score -186231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -186239.437500 Penalty: 3709.732666
	Iteration 17Q: 3 clusters Score -186239.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -186246.062500 Penalty: 3709.732666
	Iteration 18Q: 3 clusters Score -186246.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -186249.375000 Penalty: 3709.732666
	Iteration 19Q: 3 clusters Score -186249.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -186256.078125 Penalty: 3709.732666
	Iteration 20F: 3 clusters Score -186256.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -186261.593750 Penalty: 3709.732666
	Iteration 21Q: 3 clusters Score -186261.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -186269.296875 Penalty: 3709.732666
	Iteration 22Q: 3 clusters Score -186269.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -186279.906250 Penalty: 3709.732666
	Iteration 23Q: 3 clusters Score -186279.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -186285.687500 Penalty: 3709.732666
	Iteration 24Q: 3 clusters Score -186285.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -186290.171875 Penalty: 3709.732666
	Iteration 25Q: 3 clusters Score -186290.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -186293.062500 Penalty: 3709.732666
	Iteration 26Q: 3 clusters Score -186293.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -186296.765625 Penalty: 3709.732666
	Iteration 27Q: 3 clusters Score -186296.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -186302.218750 Penalty: 3709.732666
	Iteration 28Q: 3 clusters Score -186302.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -186304.515625 Penalty: 3709.732666
	Iteration 29Q: 3 clusters Score -186304.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -186307.875000 Penalty: 3709.732666
	Iteration 30Q: 3 clusters Score -186307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -186311.296875 Penalty: 3709.732666
	Iteration 31Q: 3 clusters Score -186311.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -186315.734375 Penalty: 3709.732666
	Iteration 32Q: 3 clusters Score -186315.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -186323.250000 Penalty: 3709.732666
	Iteration 33Q: 3 clusters Score -186323.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -186327.140625 Penalty: 3709.732666
	Iteration 34Q: 3 clusters Score -186327.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -186333.171875 Penalty: 3709.732666
	Iteration 35Q: 3 clusters Score -186333.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -186335.484375 Penalty: 3709.732666
	Iteration 36Q: 3 clusters Score -186335.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -186336.093750 Penalty: 3709.732666
	Iteration 37Q: 3 clusters Score -186336.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -186336.093750 Penalty: 3709.732666
	Iteration 38F: 3 clusters Score -186336.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Entering Unmasked Estep 
Score: -4430131.500000 Penalty: 2615.466553
	Iteration 0F: 2 clusters Score -4430132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -4404348.500000 Penalty: 5230.933105
	Iteration 0F: 3 clusters Score -4404348 nChanged 17416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -4414024.500000 Penalty: 5230.933105
	Iteration 1F: 3 clusters Score -4414024 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -4414646.500000 Penalty: 5230.933105
	Iteration 2Q: 3 clusters Score -4414646 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -4415341.500000 Penalty: 5230.933105
	Iteration 3Q: 3 clusters Score -4415342 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -4416146.500000 Penalty: 5230.933105
	Iteration 4Q: 3 clusters Score -4416146 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -4417186.500000 Penalty: 5230.933105
	Iteration 5F: 3 clusters Score -4417186 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -4418463.500000 Penalty: 5230.933105
	Iteration 6F: 3 clusters Score -4418464 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -4420118.500000 Penalty: 5230.933105
	Iteration 7F: 3 clusters Score -4420118 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -4421963.500000 Penalty: 5230.933105
	Iteration 8F: 3 clusters Score -4421964 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -4423704.500000 Penalty: 5230.933105
	Iteration 9F: 3 clusters Score -4423704 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -4425062.500000 Penalty: 5230.933105
	Iteration 10Q: 3 clusters Score -4425062 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -4425917.000000 Penalty: 5230.933105
	Iteration 11Q: 3 clusters Score -4425917 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -4426520.500000 Penalty: 5230.933105
	Iteration 12Q: 3 clusters Score -4426520 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4426945.000000 Penalty: 5230.933105
	Iteration 13Q: 3 clusters Score -4426945 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -4427241.500000 Penalty: 5230.933105
	Iteration 14Q: 3 clusters Score -4427242 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4427457.500000 Penalty: 5230.933105
	Iteration 15Q: 3 clusters Score -4427458 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4427604.500000 Penalty: 5230.933105
	Iteration 16Q: 3 clusters Score -4427604 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4427663.500000 Penalty: 5230.933105
	Iteration 17Q: 3 clusters Score -4427664 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4427738.000000 Penalty: 5230.933105
	Iteration 18Q: 3 clusters Score -4427738 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4427769.500000 Penalty: 5230.933105
	Iteration 19Q: 3 clusters Score -4427770 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4427817.500000 Penalty: 5230.933105
	Iteration 20F: 3 clusters Score -4427818 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4427880.500000 Penalty: 5230.933105
	Iteration 21Q: 3 clusters Score -4427880 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4427934.000000 Penalty: 5230.933105
	Iteration 22Q: 3 clusters Score -4427934 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4427988.000000 Penalty: 5230.933105
	Iteration 23Q: 3 clusters Score -4427988 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4428029.500000 Penalty: 5230.933105
	Iteration 24Q: 3 clusters Score -4428030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4428054.500000 Penalty: 5230.933105
	Iteration 25Q: 3 clusters Score -4428054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4428063.000000 Penalty: 5230.933105
	Iteration 26Q: 3 clusters Score -4428063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4428073.500000 Penalty: 5230.933105
	Iteration 27Q: 3 clusters Score -4428074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4428076.000000 Penalty: 5230.933105
	Iteration 28Q: 3 clusters Score -4428076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4428089.500000 Penalty: 5230.933105
	Iteration 29Q: 3 clusters Score -4428090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4428095.000000 Penalty: 5230.933105
	Iteration 30Q: 3 clusters Score -4428095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4428097.500000 Penalty: 5230.933105
	Iteration 31Q: 3 clusters Score -4428098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4428094.000000 Penalty: 5230.933105
	Iteration 32Q: 3 clusters Score -4428094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4428101.000000 Penalty: 5230.933105
	Iteration 33Q: 3 clusters Score -4428101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4428100.000000 Penalty: 5230.933105
	Iteration 34Q: 3 clusters Score -4428100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4428099.000000 Penalty: 5230.933105
	Iteration 35Q: 3 clusters Score -4428099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4428099.000000 Penalty: 5230.933105
	Iteration 36F: 3 clusters Score -4428099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Entering Unmasked Estep 
Score: -1643518.250000 Penalty: 2351.849365
	Iteration 0F: 2 clusters Score -1643518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1633826.625000 Penalty: 4703.698730
	Iteration 0F: 3 clusters Score -1633827 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1636778.250000 Penalty: 4703.698730
	Iteration 1F: 3 clusters Score -1636778 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1637044.500000 Penalty: 4703.698730
	Iteration 2F: 3 clusters Score -1637044 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1637238.625000 Penalty: 4703.698730
	Iteration 3Q: 3 clusters Score -1637239 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1637391.500000 Penalty: 4703.698730
	Iteration 4Q: 3 clusters Score -1637392 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1637516.875000 Penalty: 4703.698730
	Iteration 5Q: 3 clusters Score -1637517 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1637632.375000 Penalty: 4703.698730
	Iteration 6Q: 3 clusters Score -1637632 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1637790.500000 Penalty: 4703.698730
	Iteration 7Q: 3 clusters Score -1637790 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1638003.625000 Penalty: 4703.698730
	Iteration 8Q: 3 clusters Score -1638004 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1638265.375000 Penalty: 4703.698730
	Iteration 9Q: 3 clusters Score -1638265 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1638648.125000 Penalty: 4703.698730
	Iteration 10Q: 3 clusters Score -1638648 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1639104.875000 Penalty: 4703.698730
	Iteration 11F: 3 clusters Score -1639105 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1639634.875000 Penalty: 4703.698730
	Iteration 12F: 3 clusters Score -1639635 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1640119.375000 Penalty: 4703.698730
	Iteration 13Q: 3 clusters Score -1640119 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1640505.625000 Penalty: 4703.698730
	Iteration 14Q: 3 clusters Score -1640506 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1640818.500000 Penalty: 4703.698730
	Iteration 15Q: 3 clusters Score -1640818 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1641055.125000 Penalty: 4703.698730
	Iteration 16Q: 3 clusters Score -1641055 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1641204.875000 Penalty: 4703.698730
	Iteration 17Q: 3 clusters Score -1641205 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1641294.875000 Penalty: 4703.698730
	Iteration 18Q: 3 clusters Score -1641295 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1641364.750000 Penalty: 4703.698730
	Iteration 19Q: 3 clusters Score -1641365 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1641405.000000 Penalty: 4703.698730
	Iteration 20F: 3 clusters Score -1641405 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1641434.875000 Penalty: 4703.698730
	Iteration 21Q: 3 clusters Score -1641435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1641452.250000 Penalty: 4703.698730
	Iteration 22Q: 3 clusters Score -1641452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1641462.750000 Penalty: 4703.698730
	Iteration 23Q: 3 clusters Score -1641463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1641473.375000 Penalty: 4703.698730
	Iteration 24Q: 3 clusters Score -1641473 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1641489.250000 Penalty: 4703.698730
	Iteration 25Q: 3 clusters Score -1641489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1641495.125000 Penalty: 4703.698730
	Iteration 26Q: 3 clusters Score -1641495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1641503.375000 Penalty: 4703.698730
	Iteration 27Q: 3 clusters Score -1641503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1641512.750000 Penalty: 4703.698730
	Iteration 28Q: 3 clusters Score -1641513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1641516.750000 Penalty: 4703.698730
	Iteration 29Q: 3 clusters Score -1641517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1641523.250000 Penalty: 4703.698730
	Iteration 30Q: 3 clusters Score -1641523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1641529.125000 Penalty: 4703.698730
	Iteration 31Q: 3 clusters Score -1641529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1641533.375000 Penalty: 4703.698730
	Iteration 32Q: 3 clusters Score -1641533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1641535.875000 Penalty: 4703.698730
	Iteration 33Q: 3 clusters Score -1641536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1641538.375000 Penalty: 4703.698730
	Iteration 34Q: 3 clusters Score -1641538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1641538.375000 Penalty: 4703.698730
	Iteration 35F: 3 clusters Score -1641538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -26984.328125 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -26984.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25786.603516 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -25786.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25986.005859 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -25986.01 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26207.783203 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -26207.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26523.244141 Penalty: 2832.371582
	Iteration 3Q: 3 clusters Score -26523.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26782.259766 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -26782.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26892.857422 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -26892.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27090.400391 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -27090.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27119.064453 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -27119.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27148.941406 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -27148.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27165.023438 Penalty: 2832.371582
	Iteration 9Q: 3 clusters Score -27165.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27188.798828 Penalty: 2832.371582
	Iteration 10Q: 3 clusters Score -27188.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27226.501953 Penalty: 2832.371582
	Iteration 11Q: 3 clusters Score -27226.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27241.429688 Penalty: 2832.371582
	Iteration 12Q: 3 clusters Score -27241.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27247.667969 Penalty: 2832.371582
	Iteration 13F: 3 clusters Score -27247.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27258.097656 Penalty: 2832.371582
	Iteration 14Q: 3 clusters Score -27258.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27258.097656 Penalty: 2832.371582
	Iteration 15F: 3 clusters Score -27258.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263234 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182266 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68949 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249722 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 128 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Mstep: Class 41 contains 174 members 
Entering Unmasked Estep 
Score: -148084320.000000 Penalty: 142708.921875
Splitting cluster 31 changes total score from -148086144.000000 to -148084320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (27572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Entering Unmasked Estep 
Score: -3303871.500000 Penalty: 2535.689941
	Iteration 0F: 2 clusters Score -3303872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -3284771.750000 Penalty: 5071.379883
	Iteration 0F: 3 clusters Score -3284772 nChanged 12488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3291999.000000 Penalty: 5071.379883
	Iteration 1F: 3 clusters Score -3291999 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -3292705.750000 Penalty: 5071.379883
	Iteration 2F: 3 clusters Score -3292706 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -3293513.250000 Penalty: 5071.379883
	Iteration 3F: 3 clusters Score -3293513 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -3294388.500000 Penalty: 5071.379883
	Iteration 4F: 3 clusters Score -3294388 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -3295315.000000 Penalty: 5071.379883
	Iteration 5F: 3 clusters Score -3295315 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -3296433.750000 Penalty: 5071.379883
	Iteration 6F: 3 clusters Score -3296434 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3297617.500000 Penalty: 5071.379883
	Iteration 7F: 3 clusters Score -3297618 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -3298684.750000 Penalty: 5071.379883
	Iteration 8F: 3 clusters Score -3298685 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -3299504.250000 Penalty: 5071.379883
	Iteration 9Q: 3 clusters Score -3299504 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -3300022.250000 Penalty: 5071.379883
	Iteration 10Q: 3 clusters Score -3300022 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -3300345.000000 Penalty: 5071.379883
	Iteration 11Q: 3 clusters Score -3300345 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -3300505.750000 Penalty: 5071.379883
	Iteration 12Q: 3 clusters Score -3300506 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -3300627.750000 Penalty: 5071.379883
	Iteration 13Q: 3 clusters Score -3300628 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3300734.000000 Penalty: 5071.379883
	Iteration 14Q: 3 clusters Score -3300734 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -3300851.750000 Penalty: 5071.379883
	Iteration 15Q: 3 clusters Score -3300852 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -3300938.750000 Penalty: 5071.379883
	Iteration 16Q: 3 clusters Score -3300939 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -3301056.000000 Penalty: 5071.379883
	Iteration 17Q: 3 clusters Score -3301056 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -3301151.000000 Penalty: 5071.379883
	Iteration 18Q: 3 clusters Score -3301151 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3301248.000000 Penalty: 5071.379883
	Iteration 19Q: 3 clusters Score -3301248 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -3301370.250000 Penalty: 5071.379883
	Iteration 20F: 3 clusters Score -3301370 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -3301494.000000 Penalty: 5071.379883
	Iteration 21Q: 3 clusters Score -3301494 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3301631.250000 Penalty: 5071.379883
	Iteration 22Q: 3 clusters Score -3301631 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -3301787.250000 Penalty: 5071.379883
	Iteration 23Q: 3 clusters Score -3301787 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -3301946.000000 Penalty: 5071.379883
	Iteration 24Q: 3 clusters Score -3301946 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -3302095.250000 Penalty: 5071.379883
	Iteration 25Q: 3 clusters Score -3302095 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3302196.500000 Penalty: 5071.379883
	Iteration 26Q: 3 clusters Score -3302196 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -3302313.000000 Penalty: 5071.379883
	Iteration 27Q: 3 clusters Score -3302313 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -3302404.750000 Penalty: 5071.379883
	Iteration 28Q: 3 clusters Score -3302405 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -3302470.250000 Penalty: 5071.379883
	Iteration 29Q: 3 clusters Score -3302470 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -3302508.000000 Penalty: 5071.379883
	Iteration 30Q: 3 clusters Score -3302508 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -3302550.750000 Penalty: 5071.379883
	Iteration 31Q: 3 clusters Score -3302551 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -3302562.500000 Penalty: 5071.379883
	Iteration 32Q: 3 clusters Score -3302562 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -3302571.500000 Penalty: 5071.379883
	Iteration 33Q: 3 clusters Score -3302572 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -3302579.250000 Penalty: 5071.379883
	Iteration 34Q: 3 clusters Score -3302579 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -3302592.000000 Penalty: 5071.379883
	Iteration 35Q: 3 clusters Score -3302592 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -3302590.000000 Penalty: 5071.379883
	Iteration 36Q: 3 clusters Score -3302590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3302606.500000 Penalty: 5071.379883
	Iteration 37Q: 3 clusters Score -3302606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -3302609.500000 Penalty: 5071.379883
	Iteration 38Q: 3 clusters Score -3302610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -3302612.500000 Penalty: 5071.379883
	Iteration 39Q: 3 clusters Score -3302612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -3302615.000000 Penalty: 5071.379883
	Iteration 40F: 3 clusters Score -3302615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3302609.000000 Penalty: 5071.379883
	Iteration 41Q: 3 clusters Score -3302609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -3302612.000000 Penalty: 5071.379883
	Iteration 42Q: 3 clusters Score -3302612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3302610.000000 Penalty: 5071.379883
	Iteration 43Q: 3 clusters Score -3302610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -3302613.250000 Penalty: 5071.379883
	Iteration 44Q: 3 clusters Score -3302613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3302616.000000 Penalty: 5071.379883
	Iteration 45Q: 3 clusters Score -3302616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -3302618.250000 Penalty: 5071.379883
	Iteration 46Q: 3 clusters Score -3302618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -3302615.750000 Penalty: 5071.379883
	Iteration 47Q: 3 clusters Score -3302616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -3302622.000000 Penalty: 5071.379883
	Iteration 48Q: 3 clusters Score -3302622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -3302621.250000 Penalty: 5071.379883
	Iteration 49Q: 3 clusters Score -3302621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3302624.000000 Penalty: 5071.379883
	Iteration 50Q: 3 clusters Score -3302624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -3302623.000000 Penalty: 5071.379883
	Iteration 51Q: 3 clusters Score -3302623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -3302621.500000 Penalty: 5071.379883
	Iteration 52Q: 3 clusters Score -3302622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3302621.000000 Penalty: 5071.379883
	Iteration 53Q: 3 clusters Score -3302621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -3302620.250000 Penalty: 5071.379883
	Iteration 54Q: 3 clusters Score -3302620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -3302621.750000 Penalty: 5071.379883
	Iteration 55Q: 3 clusters Score -3302622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3302622.250000 Penalty: 5071.379883
	Iteration 56Q: 3 clusters Score -3302622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3302625.500000 Penalty: 5071.379883
	Iteration 57Q: 3 clusters Score -3302626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -3302623.500000 Penalty: 5071.379883
	Iteration 58Q: 3 clusters Score -3302624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -3302628.000000 Penalty: 5071.379883
	Iteration 59Q: 3 clusters Score -3302628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -3302628.000000 Penalty: 5071.379883
	Iteration 60F: 3 clusters Score -3302628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Entering Unmasked Estep 
Score: -226863.453125 Penalty: 1898.419434
	Iteration 0F: 2 clusters Score -226863.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -224201.828125 Penalty: 3796.838867
	Iteration 0F: 3 clusters Score -224201.8 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -224845.671875 Penalty: 3796.838867
	Iteration 1F: 3 clusters Score -224845.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -225164.218750 Penalty: 3796.838867
	Iteration 2F: 3 clusters Score -225164.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -225374.156250 Penalty: 3796.838867
	Iteration 3F: 3 clusters Score -225374.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -225526.437500 Penalty: 3796.838867
	Iteration 4F: 3 clusters Score -225526.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -225665.312500 Penalty: 3796.838867
	Iteration 5Q: 3 clusters Score -225665.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -225787.046875 Penalty: 3796.838867
	Iteration 6Q: 3 clusters Score -225787 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -225854.125000 Penalty: 3796.838867
	Iteration 7Q: 3 clusters Score -225854.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -225893.781250 Penalty: 3796.838867
	Iteration 8Q: 3 clusters Score -225893.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -225930.796875 Penalty: 3796.838867
	Iteration 9Q: 3 clusters Score -225930.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -225968.109375 Penalty: 3796.838867
	Iteration 10Q: 3 clusters Score -225968.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -226006.046875 Penalty: 3796.838867
	Iteration 11Q: 3 clusters Score -226006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -226026.937500 Penalty: 3796.838867
	Iteration 12Q: 3 clusters Score -226026.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -226051.484375 Penalty: 3796.838867
	Iteration 13Q: 3 clusters Score -226051.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -226070.734375 Penalty: 3796.838867
	Iteration 14Q: 3 clusters Score -226070.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -226082.125000 Penalty: 3796.838867
	Iteration 15Q: 3 clusters Score -226082.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -226090.984375 Penalty: 3796.838867
	Iteration 16Q: 3 clusters Score -226091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -226098.796875 Penalty: 3796.838867
	Iteration 17Q: 3 clusters Score -226098.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -226105.328125 Penalty: 3796.838867
	Iteration 18Q: 3 clusters Score -226105.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -226113.671875 Penalty: 3796.838867
	Iteration 19Q: 3 clusters Score -226113.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -226120.656250 Penalty: 3796.838867
	Iteration 20F: 3 clusters Score -226120.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -226125.187500 Penalty: 3796.838867
	Iteration 21Q: 3 clusters Score -226125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -226128.218750 Penalty: 3796.838867
	Iteration 22Q: 3 clusters Score -226128.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -226130.312500 Penalty: 3796.838867
	Iteration 23Q: 3 clusters Score -226130.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -226132.671875 Penalty: 3796.838867
	Iteration 24Q: 3 clusters Score -226132.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -226136.953125 Penalty: 3796.838867
	Iteration 25Q: 3 clusters Score -226137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -226142.343750 Penalty: 3796.838867
	Iteration 26Q: 3 clusters Score -226142.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -226145.250000 Penalty: 3796.838867
	Iteration 27Q: 3 clusters Score -226145.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -226146.875000 Penalty: 3796.838867
	Iteration 28Q: 3 clusters Score -226146.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -226148.687500 Penalty: 3796.838867
	Iteration 29Q: 3 clusters Score -226148.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -226151.843750 Penalty: 3796.838867
	Iteration 30Q: 3 clusters Score -226151.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -226154.625000 Penalty: 3796.838867
	Iteration 31Q: 3 clusters Score -226154.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -226161.093750 Penalty: 3796.838867
	Iteration 32Q: 3 clusters Score -226161.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -226171.187500 Penalty: 3796.838867
	Iteration 33Q: 3 clusters Score -226171.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -226183.750000 Penalty: 3796.838867
	Iteration 34Q: 3 clusters Score -226183.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -226192.796875 Penalty: 3796.838867
	Iteration 35Q: 3 clusters Score -226192.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -226204.015625 Penalty: 3796.838867
	Iteration 36Q: 3 clusters Score -226204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -226212.531250 Penalty: 3796.838867
	Iteration 37Q: 3 clusters Score -226212.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -226222.359375 Penalty: 3796.838867
	Iteration 38Q: 3 clusters Score -226222.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -226235.000000 Penalty: 3796.838867
	Iteration 39Q: 3 clusters Score -226235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -226244.515625 Penalty: 3796.838867
	Iteration 40F: 3 clusters Score -226244.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -226256.500000 Penalty: 3796.838867
	Iteration 41Q: 3 clusters Score -226256.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -226263.390625 Penalty: 3796.838867
	Iteration 42Q: 3 clusters Score -226263.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -226268.578125 Penalty: 3796.838867
	Iteration 43Q: 3 clusters Score -226268.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -226285.890625 Penalty: 3796.838867
	Iteration 44Q: 3 clusters Score -226285.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -226294.375000 Penalty: 3796.838867
	Iteration 45Q: 3 clusters Score -226294.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -226303.265625 Penalty: 3796.838867
	Iteration 46Q: 3 clusters Score -226303.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -226317.421875 Penalty: 3796.838867
	Iteration 47Q: 3 clusters Score -226317.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -226332.031250 Penalty: 3796.838867
	Iteration 48Q: 3 clusters Score -226332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -226352.406250 Penalty: 3796.838867
	Iteration 49Q: 3 clusters Score -226352.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -226364.312500 Penalty: 3796.838867
	Iteration 50Q: 3 clusters Score -226364.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -226369.718750 Penalty: 3796.838867
	Iteration 51Q: 3 clusters Score -226369.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -226376.562500 Penalty: 3796.838867
	Iteration 52Q: 3 clusters Score -226376.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -226384.875000 Penalty: 3796.838867
	Iteration 53Q: 3 clusters Score -226384.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -226393.203125 Penalty: 3796.838867
	Iteration 54Q: 3 clusters Score -226393.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -226400.671875 Penalty: 3796.838867
	Iteration 55Q: 3 clusters Score -226400.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -226406.203125 Penalty: 3796.838867
	Iteration 56Q: 3 clusters Score -226406.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -226409.437500 Penalty: 3796.838867
	Iteration 57Q: 3 clusters Score -226409.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -226411.843750 Penalty: 3796.838867
	Iteration 58Q: 3 clusters Score -226411.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -226414.515625 Penalty: 3796.838867
	Iteration 59Q: 3 clusters Score -226414.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -226416.000000 Penalty: 3796.838867
	Iteration 60F: 3 clusters Score -226416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -226418.109375 Penalty: 3796.838867
	Iteration 61Q: 3 clusters Score -226418.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -226419.265625 Penalty: 3796.838867
	Iteration 62Q: 3 clusters Score -226419.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -226420.359375 Penalty: 3796.838867
	Iteration 63Q: 3 clusters Score -226420.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -226422.046875 Penalty: 3796.838867
	Iteration 64Q: 3 clusters Score -226422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -226422.859375 Penalty: 3796.838867
	Iteration 65Q: 3 clusters Score -226422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -226425.109375 Penalty: 3796.838867
	Iteration 66Q: 3 clusters Score -226425.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -226425.421875 Penalty: 3796.838867
	Iteration 67Q: 3 clusters Score -226425.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -226427.000000 Penalty: 3796.838867
	Iteration 68Q: 3 clusters Score -226427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -226427.937500 Penalty: 3796.838867
	Iteration 69Q: 3 clusters Score -226427.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -226429.484375 Penalty: 3796.838867
	Iteration 70Q: 3 clusters Score -226429.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -226429.500000 Penalty: 3796.838867
	Iteration 71Q: 3 clusters Score -226429.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -226430.500000 Penalty: 3796.838867
	Iteration 72Q: 3 clusters Score -226430.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -226431.312500 Penalty: 3796.838867
	Iteration 73Q: 3 clusters Score -226431.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -226431.640625 Penalty: 3796.838867
	Iteration 74Q: 3 clusters Score -226431.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -226431.640625 Penalty: 3796.838867
	Iteration 75F: 3 clusters Score -226431.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -57989.117188 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -57989.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56489.300781 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -56489.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56827.183594 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -56827.18 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -57019.980469 Penalty: 3125.189941
	Iteration 2F: 3 clusters Score -57019.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -57175.824219 Penalty: 3125.189941
	Iteration 3F: 3 clusters Score -57175.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -57326.585938 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -57326.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -57477.644531 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -57477.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -57508.835938 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -57508.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -57522.441406 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -57522.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -57537.082031 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -57537.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -57548.792969 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -57548.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57568.796875 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -57568.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -57590.281250 Penalty: 3125.189941
	Iteration 11Q: 3 clusters Score -57590.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57678.726562 Penalty: 3125.189941
	Iteration 12Q: 3 clusters Score -57678.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -57853.371094 Penalty: 3125.189941
	Iteration 13Q: 3 clusters Score -57853.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58007.953125 Penalty: 3125.189941
	Iteration 14Q: 3 clusters Score -58007.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58031.726562 Penalty: 3125.189941
	Iteration 15Q: 3 clusters Score -58031.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58034.691406 Penalty: 3125.189941
	Iteration 16Q: 3 clusters Score -58034.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58036.871094 Penalty: 3125.189941
	Iteration 17Q: 3 clusters Score -58036.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58040.617188 Penalty: 3125.189941
	Iteration 18Q: 3 clusters Score -58040.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58040.617188 Penalty: 3125.189941
	Iteration 19F: 3 clusters Score -58040.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263234 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182266 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68949 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249722 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 240 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Mstep: Class 41 contains 305 members 
Entering Unmasked Estep 
Score: -148084288.000000 Penalty: 142708.921875
Splitting cluster 34 changes total score from -148086144.000000 to -148084288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (25272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Entering Unmasked Estep 
Score: -3080322.500000 Penalty: 2514.088135
	Iteration 0F: 2 clusters Score -3080322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -3062759.250000 Penalty: 5028.176270
	Iteration 0F: 3 clusters Score -3062759 nChanged 11278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -3068800.500000 Penalty: 5028.176270
	Iteration 1F: 3 clusters Score -3068800 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -3069256.750000 Penalty: 5028.176270
	Iteration 2Q: 3 clusters Score -3069257 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3069682.000000 Penalty: 5028.176270
	Iteration 3Q: 3 clusters Score -3069682 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3070110.750000 Penalty: 5028.176270
	Iteration 4Q: 3 clusters Score -3070111 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3070675.000000 Penalty: 5028.176270
	Iteration 5Q: 3 clusters Score -3070675 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -3071387.750000 Penalty: 5028.176270
	Iteration 6Q: 3 clusters Score -3071388 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3072327.500000 Penalty: 5028.176270
	Iteration 7F: 3 clusters Score -3072328 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -3073533.750000 Penalty: 5028.176270
	Iteration 8F: 3 clusters Score -3073534 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -3074856.750000 Penalty: 5028.176270
	Iteration 9F: 3 clusters Score -3074857 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -3076107.750000 Penalty: 5028.176270
	Iteration 10F: 3 clusters Score -3076108 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -3077038.000000 Penalty: 5028.176270
	Iteration 11Q: 3 clusters Score -3077038 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -3077621.250000 Penalty: 5028.176270
	Iteration 12Q: 3 clusters Score -3077621 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -3077967.250000 Penalty: 5028.176270
	Iteration 13Q: 3 clusters Score -3077967 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -3078186.250000 Penalty: 5028.176270
	Iteration 14Q: 3 clusters Score -3078186 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -3078332.500000 Penalty: 5028.176270
	Iteration 15Q: 3 clusters Score -3078332 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -3078392.250000 Penalty: 5028.176270
	Iteration 16Q: 3 clusters Score -3078392 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -3078447.500000 Penalty: 5028.176270
	Iteration 17Q: 3 clusters Score -3078448 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -3078486.500000 Penalty: 5028.176270
	Iteration 18Q: 3 clusters Score -3078486 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -3078517.500000 Penalty: 5028.176270
	Iteration 19Q: 3 clusters Score -3078518 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -3078519.250000 Penalty: 5028.176270
	Iteration 20F: 3 clusters Score -3078519 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -3078534.500000 Penalty: 5028.176270
	Iteration 21Q: 3 clusters Score -3078534 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -3078555.500000 Penalty: 5028.176270
	Iteration 22Q: 3 clusters Score -3078556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -3078566.500000 Penalty: 5028.176270
	Iteration 23Q: 3 clusters Score -3078566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3078577.000000 Penalty: 5028.176270
	Iteration 24Q: 3 clusters Score -3078577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -3078587.500000 Penalty: 5028.176270
	Iteration 25Q: 3 clusters Score -3078588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3078590.750000 Penalty: 5028.176270
	Iteration 26Q: 3 clusters Score -3078591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -3078593.000000 Penalty: 5028.176270
	Iteration 27Q: 3 clusters Score -3078593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -3078594.500000 Penalty: 5028.176270
	Iteration 28Q: 3 clusters Score -3078594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3078591.500000 Penalty: 5028.176270
	Iteration 29Q: 3 clusters Score -3078592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -3078601.250000 Penalty: 5028.176270
	Iteration 30Q: 3 clusters Score -3078601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -3078603.250000 Penalty: 5028.176270
	Iteration 31Q: 3 clusters Score -3078603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -3078601.000000 Penalty: 5028.176270
	Iteration 32Q: 3 clusters Score -3078601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -3078608.000000 Penalty: 5028.176270
	Iteration 33Q: 3 clusters Score -3078608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -3078606.750000 Penalty: 5028.176270
	Iteration 34Q: 3 clusters Score -3078607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -3078613.250000 Penalty: 5028.176270
	Iteration 35Q: 3 clusters Score -3078613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -3078613.250000 Penalty: 5028.176270
	Iteration 36Q: 3 clusters Score -3078613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -3078609.000000 Penalty: 5028.176270
	Iteration 37Q: 3 clusters Score -3078609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -3078618.250000 Penalty: 5028.176270
	Iteration 38Q: 3 clusters Score -3078618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -3078618.250000 Penalty: 5028.176270
	Iteration 39Q: 3 clusters Score -3078618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -3078611.000000 Penalty: 5028.176270
	Iteration 40F: 3 clusters Score -3078611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -3078612.250000 Penalty: 5028.176270
	Iteration 41Q: 3 clusters Score -3078612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -3078613.750000 Penalty: 5028.176270
	Iteration 42Q: 3 clusters Score -3078614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3078618.250000 Penalty: 5028.176270
	Iteration 43Q: 3 clusters Score -3078618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3078615.750000 Penalty: 5028.176270
	Iteration 44Q: 3 clusters Score -3078616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3078617.750000 Penalty: 5028.176270
	Iteration 45Q: 3 clusters Score -3078618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3078613.000000 Penalty: 5028.176270
	Iteration 46Q: 3 clusters Score -3078613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -3078610.500000 Penalty: 5028.176270
	Iteration 47Q: 3 clusters Score -3078610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -3078614.000000 Penalty: 5028.176270
	Iteration 48Q: 3 clusters Score -3078614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -3078612.500000 Penalty: 5028.176270
	Iteration 49Q: 3 clusters Score -3078612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -3078611.750000 Penalty: 5028.176270
	Iteration 50Q: 3 clusters Score -3078612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3078612.500000 Penalty: 5028.176270
	Iteration 51Q: 3 clusters Score -3078612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -3078614.250000 Penalty: 5028.176270
	Iteration 52Q: 3 clusters Score -3078614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -3078617.000000 Penalty: 5028.176270
	Iteration 53Q: 3 clusters Score -3078617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3078616.000000 Penalty: 5028.176270
	Iteration 54Q: 3 clusters Score -3078616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3078616.000000 Penalty: 5028.176270
	Iteration 55F: 3 clusters Score -3078616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -57689.992188 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -57689.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56158.222656 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -56158.22 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -56339.152344 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -56339.15 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56414.316406 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -56414.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56482.664062 Penalty: 3084.425781
	Iteration 3Q: 3 clusters Score -56482.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56535.316406 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -56535.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -56580.699219 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -56580.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56609.257812 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -56609.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56612.644531 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -56612.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56620.378906 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -56620.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56627.210938 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -56627.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56627.210938 Penalty: 3084.425781
	Iteration 10F: 3 clusters Score -56627.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Entering Unmasked Estep 
Score: -728877.937500 Penalty: 2163.240234
	Iteration 0F: 2 clusters Score -728877.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -723642.250000 Penalty: 4326.480469
	Iteration 0F: 3 clusters Score -723642.2 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -725011.562500 Penalty: 4326.480469
	Iteration 1F: 3 clusters Score -725011.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -725276.312500 Penalty: 4326.480469
	Iteration 2F: 3 clusters Score -725276.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -725450.000000 Penalty: 4326.480469
	Iteration 3F: 3 clusters Score -725450 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -725576.687500 Penalty: 4326.480469
	Iteration 4Q: 3 clusters Score -725576.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -725732.750000 Penalty: 4326.480469
	Iteration 5Q: 3 clusters Score -725732.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -725927.937500 Penalty: 4326.480469
	Iteration 6Q: 3 clusters Score -725927.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -726149.875000 Penalty: 4326.480469
	Iteration 7Q: 3 clusters Score -726149.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -726414.312500 Penalty: 4326.480469
	Iteration 8Q: 3 clusters Score -726414.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -726660.500000 Penalty: 4326.480469
	Iteration 9Q: 3 clusters Score -726660.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -726914.625000 Penalty: 4326.480469
	Iteration 10Q: 3 clusters Score -726914.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -727095.500000 Penalty: 4326.480469
	Iteration 11Q: 3 clusters Score -727095.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -727208.500000 Penalty: 4326.480469
	Iteration 12Q: 3 clusters Score -727208.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -727303.125000 Penalty: 4326.480469
	Iteration 13Q: 3 clusters Score -727303.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -727378.812500 Penalty: 4326.480469
	Iteration 14Q: 3 clusters Score -727378.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -727441.687500 Penalty: 4326.480469
	Iteration 15Q: 3 clusters Score -727441.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -727481.937500 Penalty: 4326.480469
	Iteration 16Q: 3 clusters Score -727481.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -727518.437500 Penalty: 4326.480469
	Iteration 17Q: 3 clusters Score -727518.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -727542.125000 Penalty: 4326.480469
	Iteration 18Q: 3 clusters Score -727542.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -727561.062500 Penalty: 4326.480469
	Iteration 19Q: 3 clusters Score -727561.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -727575.250000 Penalty: 4326.480469
	Iteration 20F: 3 clusters Score -727575.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -727581.312500 Penalty: 4326.480469
	Iteration 21Q: 3 clusters Score -727581.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -727587.125000 Penalty: 4326.480469
	Iteration 22Q: 3 clusters Score -727587.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -727592.937500 Penalty: 4326.480469
	Iteration 23Q: 3 clusters Score -727592.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -727596.250000 Penalty: 4326.480469
	Iteration 24Q: 3 clusters Score -727596.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -727595.187500 Penalty: 4326.480469
	Iteration 25Q: 3 clusters Score -727595.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -727598.125000 Penalty: 4326.480469
	Iteration 26Q: 3 clusters Score -727598.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -727599.312500 Penalty: 4326.480469
	Iteration 27Q: 3 clusters Score -727599.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -727603.250000 Penalty: 4326.480469
	Iteration 28Q: 3 clusters Score -727603.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -727602.187500 Penalty: 4326.480469
	Iteration 29Q: 3 clusters Score -727602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -727602.062500 Penalty: 4326.480469
	Iteration 30Q: 3 clusters Score -727602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -727603.250000 Penalty: 4326.480469
	Iteration 31Q: 3 clusters Score -727603.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -727603.250000 Penalty: 4326.480469
	Iteration 32F: 3 clusters Score -727603.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Entering Unmasked Estep 
Score: -743056.125000 Penalty: 2176.757324
	Iteration 0F: 2 clusters Score -743056.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -737670.687500 Penalty: 4353.514648
	Iteration 0F: 3 clusters Score -737670.7 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -739238.750000 Penalty: 4353.514648
	Iteration 1F: 3 clusters Score -739238.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -739558.062500 Penalty: 4353.514648
	Iteration 2F: 3 clusters Score -739558.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -739823.687500 Penalty: 4353.514648
	Iteration 3F: 3 clusters Score -739823.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -740038.562500 Penalty: 4353.514648
	Iteration 4Q: 3 clusters Score -740038.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -740277.750000 Penalty: 4353.514648
	Iteration 5Q: 3 clusters Score -740277.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -740547.062500 Penalty: 4353.514648
	Iteration 6Q: 3 clusters Score -740547.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -740828.250000 Penalty: 4353.514648
	Iteration 7Q: 3 clusters Score -740828.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -741047.750000 Penalty: 4353.514648
	Iteration 8Q: 3 clusters Score -741047.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -741242.625000 Penalty: 4353.514648
	Iteration 9Q: 3 clusters Score -741242.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -741412.187500 Penalty: 4353.514648
	Iteration 10Q: 3 clusters Score -741412.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -741552.625000 Penalty: 4353.514648
	Iteration 11Q: 3 clusters Score -741552.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -741666.187500 Penalty: 4353.514648
	Iteration 12Q: 3 clusters Score -741666.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -741762.625000 Penalty: 4353.514648
	Iteration 13Q: 3 clusters Score -741762.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -741843.187500 Penalty: 4353.514648
	Iteration 14Q: 3 clusters Score -741843.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -741926.687500 Penalty: 4353.514648
	Iteration 15Q: 3 clusters Score -741926.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -741997.875000 Penalty: 4353.514648
	Iteration 16Q: 3 clusters Score -741997.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -742051.687500 Penalty: 4353.514648
	Iteration 17Q: 3 clusters Score -742051.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -742104.437500 Penalty: 4353.514648
	Iteration 18Q: 3 clusters Score -742104.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -742131.062500 Penalty: 4353.514648
	Iteration 19Q: 3 clusters Score -742131.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -742144.062500 Penalty: 4353.514648
	Iteration 20F: 3 clusters Score -742144.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -742154.000000 Penalty: 4353.514648
	Iteration 21Q: 3 clusters Score -742154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -742158.750000 Penalty: 4353.514648
	Iteration 22Q: 3 clusters Score -742158.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -742163.187500 Penalty: 4353.514648
	Iteration 23Q: 3 clusters Score -742163.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -742169.812500 Penalty: 4353.514648
	Iteration 24Q: 3 clusters Score -742169.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -742174.500000 Penalty: 4353.514648
	Iteration 25Q: 3 clusters Score -742174.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -742177.500000 Penalty: 4353.514648
	Iteration 26Q: 3 clusters Score -742177.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -742182.312500 Penalty: 4353.514648
	Iteration 27Q: 3 clusters Score -742182.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -742185.062500 Penalty: 4353.514648
	Iteration 28Q: 3 clusters Score -742185.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -742184.562500 Penalty: 4353.514648
	Iteration 29Q: 3 clusters Score -742184.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -742185.875000 Penalty: 4353.514648
	Iteration 30Q: 3 clusters Score -742185.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -742187.750000 Penalty: 4353.514648
	Iteration 31Q: 3 clusters Score -742187.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -742188.875000 Penalty: 4353.514648
	Iteration 32Q: 3 clusters Score -742188.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -742189.375000 Penalty: 4353.514648
	Iteration 33Q: 3 clusters Score -742189.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -742188.687500 Penalty: 4353.514648
	Iteration 34Q: 3 clusters Score -742188.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -742189.625000 Penalty: 4353.514648
	Iteration 35Q: 3 clusters Score -742189.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -742188.812500 Penalty: 4353.514648
	Iteration 36Q: 3 clusters Score -742188.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -742188.562500 Penalty: 4353.514648
	Iteration 37Q: 3 clusters Score -742188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -742190.437500 Penalty: 4353.514648
	Iteration 38Q: 3 clusters Score -742190.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -742191.187500 Penalty: 4353.514648
	Iteration 39Q: 3 clusters Score -742191.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -742191.187500 Penalty: 4353.514648
	Iteration 40F: 3 clusters Score -742191.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -81729.929688 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -81729.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80000.570312 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -80000.57 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80257.953125 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -80257.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -80355.125000 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -80355.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -80420.921875 Penalty: 3298.538330
	Iteration 3Q: 3 clusters Score -80420.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -80464.968750 Penalty: 3298.538330
	Iteration 4Q: 3 clusters Score -80464.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -80490.320312 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -80490.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -80516.210938 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -80516.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80537.968750 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -80537.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -80558.312500 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -80558.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80574.156250 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -80574.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -80597.984375 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -80597.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -80638.867188 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -80638.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -80771.562500 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -80771.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -80853.046875 Penalty: 3298.538330
	Iteration 13Q: 3 clusters Score -80853.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80898.132812 Penalty: 3298.538330
	Iteration 14Q: 3 clusters Score -80898.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80926.242188 Penalty: 3298.538330
	Iteration 15Q: 3 clusters Score -80926.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -80950.226562 Penalty: 3298.538330
	Iteration 16Q: 3 clusters Score -80950.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -80960.546875 Penalty: 3298.538330
	Iteration 17Q: 3 clusters Score -80960.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -80969.406250 Penalty: 3298.538330
	Iteration 18Q: 3 clusters Score -80969.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -80975.789062 Penalty: 3298.538330
	Iteration 19Q: 3 clusters Score -80975.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -80980.875000 Penalty: 3298.538330
	Iteration 20F: 3 clusters Score -80980.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80981.468750 Penalty: 3298.538330
	Iteration 21Q: 3 clusters Score -80981.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80981.468750 Penalty: 3298.538330
	Iteration 22F: 3 clusters Score -80981.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Entering Unmasked Estep 
Score: -949882.437500 Penalty: 2249.142334
	Iteration 0F: 2 clusters Score -949882.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -943014.562500 Penalty: 4498.284668
	Iteration 0F: 3 clusters Score -943014.6 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -945036.375000 Penalty: 4498.284668
	Iteration 1F: 3 clusters Score -945036.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -945430.500000 Penalty: 4498.284668
	Iteration 2F: 3 clusters Score -945430.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -945757.500000 Penalty: 4498.284668
	Iteration 3F: 3 clusters Score -945757.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -946089.687500 Penalty: 4498.284668
	Iteration 4F: 3 clusters Score -946089.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -946376.812500 Penalty: 4498.284668
	Iteration 5F: 3 clusters Score -946376.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -946620.187500 Penalty: 4498.284668
	Iteration 6Q: 3 clusters Score -946620.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -946849.437500 Penalty: 4498.284668
	Iteration 7Q: 3 clusters Score -946849.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -947057.937500 Penalty: 4498.284668
	Iteration 8Q: 3 clusters Score -947057.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -947220.250000 Penalty: 4498.284668
	Iteration 9Q: 3 clusters Score -947220.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -947360.187500 Penalty: 4498.284668
	Iteration 10Q: 3 clusters Score -947360.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -947485.125000 Penalty: 4498.284668
	Iteration 11Q: 3 clusters Score -947485.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -947604.812500 Penalty: 4498.284668
	Iteration 12Q: 3 clusters Score -947604.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -947698.937500 Penalty: 4498.284668
	Iteration 13Q: 3 clusters Score -947698.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -947786.437500 Penalty: 4498.284668
	Iteration 14Q: 3 clusters Score -947786.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -947862.937500 Penalty: 4498.284668
	Iteration 15Q: 3 clusters Score -947862.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -947926.500000 Penalty: 4498.284668
	Iteration 16Q: 3 clusters Score -947926.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -947985.062500 Penalty: 4498.284668
	Iteration 17Q: 3 clusters Score -947985.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -948018.625000 Penalty: 4498.284668
	Iteration 18Q: 3 clusters Score -948018.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -948044.687500 Penalty: 4498.284668
	Iteration 19Q: 3 clusters Score -948044.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -948073.437500 Penalty: 4498.284668
	Iteration 20F: 3 clusters Score -948073.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -948091.187500 Penalty: 4498.284668
	Iteration 21Q: 3 clusters Score -948091.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -948107.125000 Penalty: 4498.284668
	Iteration 22Q: 3 clusters Score -948107.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -948121.312500 Penalty: 4498.284668
	Iteration 23Q: 3 clusters Score -948121.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -948134.500000 Penalty: 4498.284668
	Iteration 24Q: 3 clusters Score -948134.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -948144.500000 Penalty: 4498.284668
	Iteration 25Q: 3 clusters Score -948144.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -948148.437500 Penalty: 4498.284668
	Iteration 26Q: 3 clusters Score -948148.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -948161.375000 Penalty: 4498.284668
	Iteration 27Q: 3 clusters Score -948161.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -948167.937500 Penalty: 4498.284668
	Iteration 28Q: 3 clusters Score -948167.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -948172.187500 Penalty: 4498.284668
	Iteration 29Q: 3 clusters Score -948172.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -948175.625000 Penalty: 4498.284668
	Iteration 30Q: 3 clusters Score -948175.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -948180.437500 Penalty: 4498.284668
	Iteration 31Q: 3 clusters Score -948180.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -948185.500000 Penalty: 4498.284668
	Iteration 32Q: 3 clusters Score -948185.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -948190.812500 Penalty: 4498.284668
	Iteration 33Q: 3 clusters Score -948190.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -948195.562500 Penalty: 4498.284668
	Iteration 34Q: 3 clusters Score -948195.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -948200.375000 Penalty: 4498.284668
	Iteration 35Q: 3 clusters Score -948200.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -948201.125000 Penalty: 4498.284668
	Iteration 36Q: 3 clusters Score -948201.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -948199.000000 Penalty: 4498.284668
	Iteration 37Q: 3 clusters Score -948199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -948201.125000 Penalty: 4498.284668
	Iteration 38Q: 3 clusters Score -948201.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -948201.937500 Penalty: 4498.284668
	Iteration 39Q: 3 clusters Score -948201.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -948202.000000 Penalty: 4498.284668
	Iteration 40F: 3 clusters Score -948202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -948202.750000 Penalty: 4498.284668
	Iteration 41Q: 3 clusters Score -948202.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -948205.937500 Penalty: 4498.284668
	Iteration 42Q: 3 clusters Score -948205.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -948208.500000 Penalty: 4498.284668
	Iteration 43Q: 3 clusters Score -948208.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -948212.250000 Penalty: 4498.284668
	Iteration 44Q: 3 clusters Score -948212.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -948216.437500 Penalty: 4498.284668
	Iteration 45Q: 3 clusters Score -948216.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -948217.875000 Penalty: 4498.284668
	Iteration 46Q: 3 clusters Score -948217.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -948218.500000 Penalty: 4498.284668
	Iteration 47Q: 3 clusters Score -948218.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -948219.062500 Penalty: 4498.284668
	Iteration 48Q: 3 clusters Score -948219.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -948222.125000 Penalty: 4498.284668
	Iteration 49Q: 3 clusters Score -948222.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -948221.062500 Penalty: 4498.284668
	Iteration 50Q: 3 clusters Score -948221.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -948223.750000 Penalty: 4498.284668
	Iteration 51Q: 3 clusters Score -948223.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -948224.312500 Penalty: 4498.284668
	Iteration 52Q: 3 clusters Score -948224.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -948224.187500 Penalty: 4498.284668
	Iteration 53Q: 3 clusters Score -948224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -948226.000000 Penalty: 4498.284668
	Iteration 54Q: 3 clusters Score -948226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -948225.000000 Penalty: 4498.284668
	Iteration 55Q: 3 clusters Score -948225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -948224.250000 Penalty: 4498.284668
	Iteration 56Q: 3 clusters Score -948224.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -948226.187500 Penalty: 4498.284668
	Iteration 57Q: 3 clusters Score -948226.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -948227.562500 Penalty: 4498.284668
	Iteration 58Q: 3 clusters Score -948227.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -948227.375000 Penalty: 4498.284668
	Iteration 59Q: 3 clusters Score -948227.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -948227.000000 Penalty: 4498.284668
	Iteration 60F: 3 clusters Score -948227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -948227.750000 Penalty: 4498.284668
	Iteration 61Q: 3 clusters Score -948227.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -948229.500000 Penalty: 4498.284668
	Iteration 62Q: 3 clusters Score -948229.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -948229.375000 Penalty: 4498.284668
	Iteration 63Q: 3 clusters Score -948229.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -948229.187500 Penalty: 4498.284668
	Iteration 64Q: 3 clusters Score -948229.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -948229.187500 Penalty: 4498.284668
	Iteration 65F: 3 clusters Score -948229.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263234 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182266 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68949 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249722 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086144.000000 Penalty: 139228.203125
Iteration 279Q: 41 clusters Score -1.480861e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263234 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182266 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68949 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249722 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086128.000000 Penalty: 139228.203125
Iteration 280F: 41 clusters Score -1.480861e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263234 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182266 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68948 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249723 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086096.000000 Penalty: 139228.203125
Iteration 281Q: 41 clusters Score -1.480861e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263232 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182266 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68948 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249726 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086128.000000 Penalty: 139228.203125
Iteration 282Q: 41 clusters Score -1.480861e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263231 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182265 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58568 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68948 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249728 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086128.000000 Penalty: 139228.203125
Iteration 283Q: 41 clusters Score -1.480861e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263233 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17685 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182264 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58567 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68948 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249726 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086096.000000 Penalty: 139228.203125
Iteration 284Q: 41 clusters Score -1.480861e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263236 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17685 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182263 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58567 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68947 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249725 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086176.000000 Penalty: 139228.203125
Iteration 285Q: 41 clusters Score -1.480862e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263233 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182262 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58567 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68947 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249730 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086176.000000 Penalty: 139228.203125
Iteration 286Q: 41 clusters Score -1.480862e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263231 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182262 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58566 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68948 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249732 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086096.000000 Penalty: 139228.203125
Iteration 287Q: 41 clusters Score -1.480861e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263231 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182260 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58566 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68948 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249734 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086112.000000 Penalty: 139228.203125
Iteration 288Q: 41 clusters Score -1.480861e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263228 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182259 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58566 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68948 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249738 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8198 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086112.000000 Penalty: 139228.203125
Iteration 289Q: 41 clusters Score -1.480861e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263223 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182260 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58566 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68948 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65492 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249741 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8199 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25272 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086160.000000 Penalty: 139228.203125
Iteration 290Q: 41 clusters Score -1.480862e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263219 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182261 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58566 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68948 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249744 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25271 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086176.000000 Penalty: 139228.203125
Iteration 291Q: 41 clusters Score -1.480862e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263218 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182260 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58566 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68948 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65491 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249747 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25270 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086224.000000 Penalty: 139228.203125
Iteration 292Q: 41 clusters Score -1.480862e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263218 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182260 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58566 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68948 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65490 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249749 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25269 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086240.000000 Penalty: 139228.203125
Iteration 293Q: 41 clusters Score -1.480862e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263218 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182260 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58566 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68948 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65490 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249748 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25270 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086224.000000 Penalty: 139228.203125
Iteration 294Q: 41 clusters Score -1.480862e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263218 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182260 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58566 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68948 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65490 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249748 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25270 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148086224.000000 Penalty: 139228.203125
Iteration 295F: 41 clusters Score -1.480862e+08 nChanged 0
Entering ConstructFrom: 
Score: -148086224.000000 Penalty: 139228.203125
Entering ConstructFrom: 
Trying to split cluster 1 (263218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263218 members 
Entering Unmasked Estep 
Score: -32337426.000000 Penalty: 3095.222900
	Iteration 0F: 2 clusters Score -3.233743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131713 members 
Mstep: Class 2 contains 131505 members 
Entering Unmasked Estep 
Score: -32170198.000000 Penalty: 6190.445801
	Iteration 0F: 3 clusters Score -3.21702e+07 nChanged 127141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133488 members 
Mstep: Class 2 contains 129730 members 
Entering Unmasked Estep 
Score: -32244576.000000 Penalty: 6190.445801
	Iteration 1F: 3 clusters Score -3.224458e+07 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134767 members 
Mstep: Class 2 contains 128451 members 
Entering Unmasked Estep 
Score: -32246242.000000 Penalty: 6190.445801
	Iteration 2Q: 3 clusters Score -3.224624e+07 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136804 members 
Mstep: Class 2 contains 126414 members 
Entering Unmasked Estep 
Score: -32248850.000000 Penalty: 6190.445801
	Iteration 3Q: 3 clusters Score -3.224885e+07 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140048 members 
Mstep: Class 2 contains 123170 members 
Entering Unmasked Estep 
Score: -32253018.000000 Penalty: 6190.445801
	Iteration 4Q: 3 clusters Score -3.225302e+07 nChanged 12679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145119 members 
Mstep: Class 2 contains 118099 members 
Entering Unmasked Estep 
Score: -32259256.000000 Penalty: 6190.445801
	Iteration 5Q: 3 clusters Score -3.225926e+07 nChanged 15827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152180 members 
Mstep: Class 2 contains 111038 members 
Entering Unmasked Estep 
Score: -32269778.000000 Penalty: 6190.445801
	Iteration 6F: 3 clusters Score -3.226978e+07 nChanged 18777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160867 members 
Mstep: Class 2 contains 102351 members 
Entering Unmasked Estep 
Score: -32285206.000000 Penalty: 6190.445801
	Iteration 7F: 3 clusters Score -3.228521e+07 nChanged 18856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169223 members 
Mstep: Class 2 contains 93995 members 
Entering Unmasked Estep 
Score: -32301022.000000 Penalty: 6190.445801
	Iteration 8F: 3 clusters Score -3.230102e+07 nChanged 15622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175443 members 
Mstep: Class 2 contains 87775 members 
Entering Unmasked Estep 
Score: -32311042.000000 Penalty: 6190.445801
	Iteration 9F: 3 clusters Score -3.231104e+07 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179997 members 
Mstep: Class 2 contains 83221 members 
Entering Unmasked Estep 
Score: -32315320.000000 Penalty: 6190.445801
	Iteration 10Q: 3 clusters Score -3.231532e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184105 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -32317768.000000 Penalty: 6190.445801
	Iteration 11Q: 3 clusters Score -3.231777e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188169 members 
Mstep: Class 2 contains 75049 members 
Entering Unmasked Estep 
Score: -32319534.000000 Penalty: 6190.445801
	Iteration 12Q: 3 clusters Score -3.231953e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192209 members 
Mstep: Class 2 contains 71009 members 
Entering Unmasked Estep 
Score: -32321650.000000 Penalty: 6190.445801
	Iteration 13Q: 3 clusters Score -3.232165e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196140 members 
Mstep: Class 2 contains 67078 members 
Entering Unmasked Estep 
Score: -32323224.000000 Penalty: 6190.445801
	Iteration 14Q: 3 clusters Score -3.232322e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199845 members 
Mstep: Class 2 contains 63373 members 
Entering Unmasked Estep 
Score: -32324898.000000 Penalty: 6190.445801
	Iteration 15Q: 3 clusters Score -3.23249e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203195 members 
Mstep: Class 2 contains 60023 members 
Entering Unmasked Estep 
Score: -32326448.000000 Penalty: 6190.445801
	Iteration 16Q: 3 clusters Score -3.232645e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206391 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -32327906.000000 Penalty: 6190.445801
	Iteration 17Q: 3 clusters Score -3.232791e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209554 members 
Mstep: Class 2 contains 53664 members 
Entering Unmasked Estep 
Score: -32329280.000000 Penalty: 6190.445801
	Iteration 18Q: 3 clusters Score -3.232928e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212453 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -32330520.000000 Penalty: 6190.445801
	Iteration 19Q: 3 clusters Score -3.233052e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215193 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -32331250.000000 Penalty: 6190.445801
	Iteration 20F: 3 clusters Score -3.233125e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217646 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -32331876.000000 Penalty: 6190.445801
	Iteration 21Q: 3 clusters Score -3.233188e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219989 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -32332334.000000 Penalty: 6190.445801
	Iteration 22Q: 3 clusters Score -3.233233e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222198 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -32332682.000000 Penalty: 6190.445801
	Iteration 23Q: 3 clusters Score -3.233268e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224302 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -32333046.000000 Penalty: 6190.445801
	Iteration 24Q: 3 clusters Score -3.233305e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226241 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -32333434.000000 Penalty: 6190.445801
	Iteration 25Q: 3 clusters Score -3.233343e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228169 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -32333712.000000 Penalty: 6190.445801
	Iteration 26Q: 3 clusters Score -3.233371e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230069 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -32333894.000000 Penalty: 6190.445801
	Iteration 27Q: 3 clusters Score -3.233389e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231939 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -32334174.000000 Penalty: 6190.445801
	Iteration 28Q: 3 clusters Score -3.233417e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233668 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -32334254.000000 Penalty: 6190.445801
	Iteration 29Q: 3 clusters Score -3.233425e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235310 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -32334424.000000 Penalty: 6190.445801
	Iteration 30Q: 3 clusters Score -3.233442e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236947 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -32334544.000000 Penalty: 6190.445801
	Iteration 31Q: 3 clusters Score -3.233454e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238548 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -32334810.000000 Penalty: 6190.445801
	Iteration 32Q: 3 clusters Score -3.233481e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240074 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -32335030.000000 Penalty: 6190.445801
	Iteration 33Q: 3 clusters Score -3.233503e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241602 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -32335280.000000 Penalty: 6190.445801
	Iteration 34Q: 3 clusters Score -3.233528e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243076 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -32335408.000000 Penalty: 6190.445801
	Iteration 35Q: 3 clusters Score -3.233541e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244526 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -32335584.000000 Penalty: 6190.445801
	Iteration 36Q: 3 clusters Score -3.233558e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245868 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -32335658.000000 Penalty: 6190.445801
	Iteration 37Q: 3 clusters Score -3.233566e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247091 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -32335690.000000 Penalty: 6190.445801
	Iteration 38Q: 3 clusters Score -3.233569e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248276 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -32335690.000000 Penalty: 6190.445801
	Iteration 39Q: 3 clusters Score -3.233569e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249366 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -32335764.000000 Penalty: 6190.445801
	Iteration 40F: 3 clusters Score -3.233576e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250348 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -32335846.000000 Penalty: 6190.445801
	Iteration 41Q: 3 clusters Score -3.233585e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251283 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -32335912.000000 Penalty: 6190.445801
	Iteration 42Q: 3 clusters Score -3.233591e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252169 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -32335850.000000 Penalty: 6190.445801
	Iteration 43Q: 3 clusters Score -3.233585e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252959 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -32336036.000000 Penalty: 6190.445801
	Iteration 44Q: 3 clusters Score -3.233604e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253704 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -32336068.000000 Penalty: 6190.445801
	Iteration 45Q: 3 clusters Score -3.233607e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254403 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -32336072.000000 Penalty: 6190.445801
	Iteration 46Q: 3 clusters Score -3.233607e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255056 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -32336046.000000 Penalty: 6190.445801
	Iteration 47Q: 3 clusters Score -3.233605e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255634 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -32336146.000000 Penalty: 6190.445801
	Iteration 48Q: 3 clusters Score -3.233615e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256168 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -32336162.000000 Penalty: 6190.445801
	Iteration 49Q: 3 clusters Score -3.233616e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256651 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -32336232.000000 Penalty: 6190.445801
	Iteration 50Q: 3 clusters Score -3.233623e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257098 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -32336274.000000 Penalty: 6190.445801
	Iteration 51Q: 3 clusters Score -3.233627e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257509 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -32336274.000000 Penalty: 6190.445801
	Iteration 52Q: 3 clusters Score -3.233627e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257820 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -32336242.000000 Penalty: 6190.445801
	Iteration 53Q: 3 clusters Score -3.233624e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258088 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -32336186.000000 Penalty: 6190.445801
	Iteration 54Q: 3 clusters Score -3.233619e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258318 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -32336184.000000 Penalty: 6190.445801
	Iteration 55Q: 3 clusters Score -3.233618e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258512 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -32336166.000000 Penalty: 6190.445801
	Iteration 56Q: 3 clusters Score -3.233617e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258679 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -32336152.000000 Penalty: 6190.445801
	Iteration 57Q: 3 clusters Score -3.233615e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258824 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -32336086.000000 Penalty: 6190.445801
	Iteration 58Q: 3 clusters Score -3.233609e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258939 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -32336124.000000 Penalty: 6190.445801
	Iteration 59Q: 3 clusters Score -3.233612e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259050 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -32336126.000000 Penalty: 6190.445801
	Iteration 60F: 3 clusters Score -3.233613e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259156 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -32336130.000000 Penalty: 6190.445801
	Iteration 61Q: 3 clusters Score -3.233613e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259237 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -32336148.000000 Penalty: 6190.445801
	Iteration 62Q: 3 clusters Score -3.233615e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259320 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -32336144.000000 Penalty: 6190.445801
	Iteration 63Q: 3 clusters Score -3.233614e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259395 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -32336124.000000 Penalty: 6190.445801
	Iteration 64Q: 3 clusters Score -3.233612e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259462 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -32336150.000000 Penalty: 6190.445801
	Iteration 65Q: 3 clusters Score -3.233615e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259521 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -32336152.000000 Penalty: 6190.445801
	Iteration 66Q: 3 clusters Score -3.233615e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259574 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -32336126.000000 Penalty: 6190.445801
	Iteration 67Q: 3 clusters Score -3.233613e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259623 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -32336144.000000 Penalty: 6190.445801
	Iteration 68Q: 3 clusters Score -3.233614e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259666 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -32336154.000000 Penalty: 6190.445801
	Iteration 69Q: 3 clusters Score -3.233615e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259711 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -32336140.000000 Penalty: 6190.445801
	Iteration 70Q: 3 clusters Score -3.233614e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259757 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -32336144.000000 Penalty: 6190.445801
	Iteration 71Q: 3 clusters Score -3.233614e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259792 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -32336136.000000 Penalty: 6190.445801
	Iteration 72Q: 3 clusters Score -3.233614e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259833 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -32336112.000000 Penalty: 6190.445801
	Iteration 73Q: 3 clusters Score -3.233611e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259859 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -32336088.000000 Penalty: 6190.445801
	Iteration 74Q: 3 clusters Score -3.233609e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259890 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -32336114.000000 Penalty: 6190.445801
	Iteration 75Q: 3 clusters Score -3.233611e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259919 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -32336082.000000 Penalty: 6190.445801
	Iteration 76Q: 3 clusters Score -3.233608e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259951 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -32336102.000000 Penalty: 6190.445801
	Iteration 77Q: 3 clusters Score -3.23361e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259974 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -32336124.000000 Penalty: 6190.445801
	Iteration 78Q: 3 clusters Score -3.233612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260001 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -32336128.000000 Penalty: 6190.445801
	Iteration 79Q: 3 clusters Score -3.233613e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260034 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -32336146.000000 Penalty: 6190.445801
	Iteration 80F: 3 clusters Score -3.233615e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260064 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -32336146.000000 Penalty: 6190.445801
	Iteration 81Q: 3 clusters Score -3.233615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260085 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -32336152.000000 Penalty: 6190.445801
	Iteration 82Q: 3 clusters Score -3.233615e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260101 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -32336144.000000 Penalty: 6190.445801
	Iteration 83Q: 3 clusters Score -3.233614e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260117 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -32336110.000000 Penalty: 6190.445801
	Iteration 84Q: 3 clusters Score -3.233611e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260134 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -32336086.000000 Penalty: 6190.445801
	Iteration 85Q: 3 clusters Score -3.233609e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260153 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -32336086.000000 Penalty: 6190.445801
	Iteration 86Q: 3 clusters Score -3.233609e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260167 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -32336104.000000 Penalty: 6190.445801
	Iteration 87Q: 3 clusters Score -3.23361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260184 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -32336110.000000 Penalty: 6190.445801
	Iteration 88Q: 3 clusters Score -3.233611e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260208 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -32336094.000000 Penalty: 6190.445801
	Iteration 89Q: 3 clusters Score -3.233609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260221 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -32336074.000000 Penalty: 6190.445801
	Iteration 90Q: 3 clusters Score -3.233607e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260237 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -32336098.000000 Penalty: 6190.445801
	Iteration 91Q: 3 clusters Score -3.23361e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260259 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -32336090.000000 Penalty: 6190.445801
	Iteration 92Q: 3 clusters Score -3.233609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260274 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -32336062.000000 Penalty: 6190.445801
	Iteration 93Q: 3 clusters Score -3.233606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260281 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -32336060.000000 Penalty: 6190.445801
	Iteration 94Q: 3 clusters Score -3.233606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260297 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -32336042.000000 Penalty: 6190.445801
	Iteration 95Q: 3 clusters Score -3.233604e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260305 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -32336072.000000 Penalty: 6190.445801
	Iteration 96Q: 3 clusters Score -3.233607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260315 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -32336076.000000 Penalty: 6190.445801
	Iteration 97Q: 3 clusters Score -3.233608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260322 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -32336056.000000 Penalty: 6190.445801
	Iteration 98Q: 3 clusters Score -3.233606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260328 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -32336052.000000 Penalty: 6190.445801
	Iteration 99Q: 3 clusters Score -3.233605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260328 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -32336048.000000 Penalty: 6190.445801
	Iteration 100F: 3 clusters Score -3.233605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260331 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -32336056.000000 Penalty: 6190.445801
	Iteration 101Q: 3 clusters Score -3.233606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260339 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -32336068.000000 Penalty: 6190.445801
	Iteration 102Q: 3 clusters Score -3.233607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260348 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -32336052.000000 Penalty: 6190.445801
	Iteration 103Q: 3 clusters Score -3.233605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260359 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -32336086.000000 Penalty: 6190.445801
	Iteration 104Q: 3 clusters Score -3.233609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260369 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -32336082.000000 Penalty: 6190.445801
	Iteration 105Q: 3 clusters Score -3.233608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260377 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -32336080.000000 Penalty: 6190.445801
	Iteration 106Q: 3 clusters Score -3.233608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260385 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -32336090.000000 Penalty: 6190.445801
	Iteration 107Q: 3 clusters Score -3.233609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260398 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -32336102.000000 Penalty: 6190.445801
	Iteration 108Q: 3 clusters Score -3.23361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260408 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -32336078.000000 Penalty: 6190.445801
	Iteration 109Q: 3 clusters Score -3.233608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260417 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -32336110.000000 Penalty: 6190.445801
	Iteration 110Q: 3 clusters Score -3.233611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260425 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -32336100.000000 Penalty: 6190.445801
	Iteration 111Q: 3 clusters Score -3.23361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260431 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -32336088.000000 Penalty: 6190.445801
	Iteration 112Q: 3 clusters Score -3.233609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260437 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -32336108.000000 Penalty: 6190.445801
	Iteration 113Q: 3 clusters Score -3.233611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260445 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -32336120.000000 Penalty: 6190.445801
	Iteration 114Q: 3 clusters Score -3.233612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260454 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -32336086.000000 Penalty: 6190.445801
	Iteration 115Q: 3 clusters Score -3.233609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260463 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -32336082.000000 Penalty: 6190.445801
	Iteration 116Q: 3 clusters Score -3.233608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260470 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -32336104.000000 Penalty: 6190.445801
	Iteration 117Q: 3 clusters Score -3.23361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260473 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -32336090.000000 Penalty: 6190.445801
	Iteration 118Q: 3 clusters Score -3.233609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260478 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -32336108.000000 Penalty: 6190.445801
	Iteration 119Q: 3 clusters Score -3.233611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260482 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -32336084.000000 Penalty: 6190.445801
	Iteration 120F: 3 clusters Score -3.233608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260490 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -32336098.000000 Penalty: 6190.445801
	Iteration 121Q: 3 clusters Score -3.23361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260496 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -32336098.000000 Penalty: 6190.445801
	Iteration 122Q: 3 clusters Score -3.23361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260502 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -32336106.000000 Penalty: 6190.445801
	Iteration 123Q: 3 clusters Score -3.233611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260512 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -32336128.000000 Penalty: 6190.445801
	Iteration 124Q: 3 clusters Score -3.233613e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260530 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -32336090.000000 Penalty: 6190.445801
	Iteration 125Q: 3 clusters Score -3.233609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260545 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -32336074.000000 Penalty: 6190.445801
	Iteration 126Q: 3 clusters Score -3.233607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260554 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -32336088.000000 Penalty: 6190.445801
	Iteration 127Q: 3 clusters Score -3.233609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260567 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -32336092.000000 Penalty: 6190.445801
	Iteration 128Q: 3 clusters Score -3.233609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260586 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -32336076.000000 Penalty: 6190.445801
	Iteration 129Q: 3 clusters Score -3.233608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260600 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -32336058.000000 Penalty: 6190.445801
	Iteration 130Q: 3 clusters Score -3.233606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260606 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -32336078.000000 Penalty: 6190.445801
	Iteration 131Q: 3 clusters Score -3.233608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260613 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -32336088.000000 Penalty: 6190.445801
	Iteration 132Q: 3 clusters Score -3.233609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260619 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -32336080.000000 Penalty: 6190.445801
	Iteration 133Q: 3 clusters Score -3.233608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260623 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -32336048.000000 Penalty: 6190.445801
	Iteration 134Q: 3 clusters Score -3.233605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260625 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -32336062.000000 Penalty: 6190.445801
	Iteration 135Q: 3 clusters Score -3.233606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260628 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -32336076.000000 Penalty: 6190.445801
	Iteration 136Q: 3 clusters Score -3.233608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260630 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -32336060.000000 Penalty: 6190.445801
	Iteration 137Q: 3 clusters Score -3.233606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260632 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -32336066.000000 Penalty: 6190.445801
	Iteration 138Q: 3 clusters Score -3.233607e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260635 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -32336056.000000 Penalty: 6190.445801
	Iteration 139Q: 3 clusters Score -3.233606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260637 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -32336048.000000 Penalty: 6190.445801
	Iteration 140F: 3 clusters Score -3.233605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260638 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -32336050.000000 Penalty: 6190.445801
	Iteration 141Q: 3 clusters Score -3.233605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260638 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -32336050.000000 Penalty: 6190.445801
	Iteration 142F: 3 clusters Score -3.233605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Entering Unmasked Estep 
Score: -40264.042969 Penalty: 1502.662476
	Iteration 0F: 2 clusters Score -40264.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38846.148438 Penalty: 3005.324951
	Iteration 0F: 3 clusters Score -38846.15 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39028.714844 Penalty: 3005.324951
	Iteration 1F: 3 clusters Score -39028.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39121.527344 Penalty: 3005.324951
	Iteration 2F: 3 clusters Score -39121.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -39200.406250 Penalty: 3005.324951
	Iteration 3Q: 3 clusters Score -39200.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39231.914062 Penalty: 3005.324951
	Iteration 4Q: 3 clusters Score -39231.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39246.031250 Penalty: 3005.324951
	Iteration 5Q: 3 clusters Score -39246.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39252.601562 Penalty: 3005.324951
	Iteration 6Q: 3 clusters Score -39252.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39255.261719 Penalty: 3005.324951
	Iteration 7Q: 3 clusters Score -39255.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39257.777344 Penalty: 3005.324951
	Iteration 8Q: 3 clusters Score -39257.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39259.800781 Penalty: 3005.324951
	Iteration 9Q: 3 clusters Score -39259.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39259.800781 Penalty: 3005.324951
	Iteration 10F: 3 clusters Score -39259.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60869 members 
Entering Unmasked Estep 
Score: -7489497.500000 Penalty: 2732.086914
	Iteration 0F: 2 clusters Score -7489498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -7448455.500000 Penalty: 5464.173828
	Iteration 0F: 3 clusters Score -7448456 nChanged 28237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -7464331.000000 Penalty: 5464.173828
	Iteration 1F: 3 clusters Score -7464331 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -7464833.500000 Penalty: 5464.173828
	Iteration 2Q: 3 clusters Score -7464834 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -7465324.000000 Penalty: 5464.173828
	Iteration 3Q: 3 clusters Score -7465324 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -7465814.000000 Penalty: 5464.173828
	Iteration 4Q: 3 clusters Score -7465814 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -7466314.000000 Penalty: 5464.173828
	Iteration 5Q: 3 clusters Score -7466314 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -7467020.000000 Penalty: 5464.173828
	Iteration 6Q: 3 clusters Score -7467020 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -7468062.000000 Penalty: 5464.173828
	Iteration 7Q: 3 clusters Score -7468062 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -7469677.500000 Penalty: 5464.173828
	Iteration 8F: 3 clusters Score -7469678 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -7472260.000000 Penalty: 5464.173828
	Iteration 9F: 3 clusters Score -7472260 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -7475550.500000 Penalty: 5464.173828
	Iteration 10F: 3 clusters Score -7475550 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -7479182.500000 Penalty: 5464.173828
	Iteration 11F: 3 clusters Score -7479182 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -7482117.000000 Penalty: 5464.173828
	Iteration 12F: 3 clusters Score -7482117 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -7484204.500000 Penalty: 5464.173828
	Iteration 13Q: 3 clusters Score -7484204 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -7485449.500000 Penalty: 5464.173828
	Iteration 14Q: 3 clusters Score -7485450 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -7486087.000000 Penalty: 5464.173828
	Iteration 15Q: 3 clusters Score -7486087 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -7486393.000000 Penalty: 5464.173828
	Iteration 16Q: 3 clusters Score -7486393 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -7486563.000000 Penalty: 5464.173828
	Iteration 17Q: 3 clusters Score -7486563 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -7486648.500000 Penalty: 5464.173828
	Iteration 18Q: 3 clusters Score -7486648 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51465 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -7486761.500000 Penalty: 5464.173828
	Iteration 19Q: 3 clusters Score -7486762 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -7486826.000000 Penalty: 5464.173828
	Iteration 20F: 3 clusters Score -7486826 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -7486908.500000 Penalty: 5464.173828
	Iteration 21Q: 3 clusters Score -7486908 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -7486941.000000 Penalty: 5464.173828
	Iteration 22Q: 3 clusters Score -7486941 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -7486959.000000 Penalty: 5464.173828
	Iteration 23Q: 3 clusters Score -7486959 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -7486948.500000 Penalty: 5464.173828
	Iteration 24Q: 3 clusters Score -7486948 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -7486978.500000 Penalty: 5464.173828
	Iteration 25Q: 3 clusters Score -7486978 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -7486995.000000 Penalty: 5464.173828
	Iteration 26Q: 3 clusters Score -7486995 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -7487006.500000 Penalty: 5464.173828
	Iteration 27Q: 3 clusters Score -7487006 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -7487024.500000 Penalty: 5464.173828
	Iteration 28Q: 3 clusters Score -7487024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -7487035.000000 Penalty: 5464.173828
	Iteration 29Q: 3 clusters Score -7487035 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -7487023.000000 Penalty: 5464.173828
	Iteration 30Q: 3 clusters Score -7487023 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -7487019.000000 Penalty: 5464.173828
	Iteration 31Q: 3 clusters Score -7487019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -7487026.000000 Penalty: 5464.173828
	Iteration 32Q: 3 clusters Score -7487026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -7487027.500000 Penalty: 5464.173828
	Iteration 33Q: 3 clusters Score -7487028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -7487024.000000 Penalty: 5464.173828
	Iteration 34Q: 3 clusters Score -7487024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -7487016.000000 Penalty: 5464.173828
	Iteration 35Q: 3 clusters Score -7487016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -7487006.000000 Penalty: 5464.173828
	Iteration 36Q: 3 clusters Score -7487006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -7487009.500000 Penalty: 5464.173828
	Iteration 37Q: 3 clusters Score -7487010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -7487027.000000 Penalty: 5464.173828
	Iteration 38Q: 3 clusters Score -7487027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -7487026.500000 Penalty: 5464.173828
	Iteration 39Q: 3 clusters Score -7487026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -7487015.500000 Penalty: 5464.173828
	Iteration 40F: 3 clusters Score -7487016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -7487009.000000 Penalty: 5464.173828
	Iteration 41Q: 3 clusters Score -7487009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -7486998.500000 Penalty: 5464.173828
	Iteration 42Q: 3 clusters Score -7486998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -7487004.500000 Penalty: 5464.173828
	Iteration 43Q: 3 clusters Score -7487004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -7487002.500000 Penalty: 5464.173828
	Iteration 44Q: 3 clusters Score -7487002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -7486996.000000 Penalty: 5464.173828
	Iteration 45Q: 3 clusters Score -7486996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -7486999.500000 Penalty: 5464.173828
	Iteration 46Q: 3 clusters Score -7487000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -7487007.000000 Penalty: 5464.173828
	Iteration 47Q: 3 clusters Score -7487007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -7487009.000000 Penalty: 5464.173828
	Iteration 48Q: 3 clusters Score -7487009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -7487016.500000 Penalty: 5464.173828
	Iteration 49Q: 3 clusters Score -7487016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -7487013.500000 Penalty: 5464.173828
	Iteration 50Q: 3 clusters Score -7487014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -7487022.000000 Penalty: 5464.173828
	Iteration 51Q: 3 clusters Score -7487022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -7487022.500000 Penalty: 5464.173828
	Iteration 52Q: 3 clusters Score -7487022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -7487031.500000 Penalty: 5464.173828
	Iteration 53Q: 3 clusters Score -7487032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52857 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -7487030.000000 Penalty: 5464.173828
	Iteration 54Q: 3 clusters Score -7487030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -7487023.000000 Penalty: 5464.173828
	Iteration 55Q: 3 clusters Score -7487023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -7487034.500000 Penalty: 5464.173828
	Iteration 56Q: 3 clusters Score -7487034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -7487032.500000 Penalty: 5464.173828
	Iteration 57Q: 3 clusters Score -7487032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -7487033.500000 Penalty: 5464.173828
	Iteration 58Q: 3 clusters Score -7487034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -7487036.000000 Penalty: 5464.173828
	Iteration 59Q: 3 clusters Score -7487036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -7487052.000000 Penalty: 5464.173828
	Iteration 60F: 3 clusters Score -7487052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -7487057.000000 Penalty: 5464.173828
	Iteration 61Q: 3 clusters Score -7487057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -7487047.500000 Penalty: 5464.173828
	Iteration 62Q: 3 clusters Score -7487048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -7487064.000000 Penalty: 5464.173828
	Iteration 63Q: 3 clusters Score -7487064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -7487074.000000 Penalty: 5464.173828
	Iteration 64Q: 3 clusters Score -7487074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -7487080.000000 Penalty: 5464.173828
	Iteration 65Q: 3 clusters Score -7487080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -7487075.000000 Penalty: 5464.173828
	Iteration 66Q: 3 clusters Score -7487075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53193 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -7487075.500000 Penalty: 5464.173828
	Iteration 67Q: 3 clusters Score -7487076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -7487071.000000 Penalty: 5464.173828
	Iteration 68Q: 3 clusters Score -7487071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -7487067.000000 Penalty: 5464.173828
	Iteration 69Q: 3 clusters Score -7487067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53237 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -7487076.000000 Penalty: 5464.173828
	Iteration 70Q: 3 clusters Score -7487076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -7487075.000000 Penalty: 5464.173828
	Iteration 71Q: 3 clusters Score -7487075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -7487074.500000 Penalty: 5464.173828
	Iteration 72Q: 3 clusters Score -7487074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53266 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -7487080.000000 Penalty: 5464.173828
	Iteration 73Q: 3 clusters Score -7487080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -7487085.000000 Penalty: 5464.173828
	Iteration 74Q: 3 clusters Score -7487085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -7487085.500000 Penalty: 5464.173828
	Iteration 75Q: 3 clusters Score -7487086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53284 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -7487092.500000 Penalty: 5464.173828
	Iteration 76Q: 3 clusters Score -7487092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -7487086.500000 Penalty: 5464.173828
	Iteration 77Q: 3 clusters Score -7487086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -7487098.000000 Penalty: 5464.173828
	Iteration 78Q: 3 clusters Score -7487098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -7487095.500000 Penalty: 5464.173828
	Iteration 79Q: 3 clusters Score -7487096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -7487097.000000 Penalty: 5464.173828
	Iteration 80F: 3 clusters Score -7487097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -7487092.000000 Penalty: 5464.173828
	Iteration 81Q: 3 clusters Score -7487092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -7487085.000000 Penalty: 5464.173828
	Iteration 82Q: 3 clusters Score -7487085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -7487085.500000 Penalty: 5464.173828
	Iteration 83Q: 3 clusters Score -7487086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -7487088.000000 Penalty: 5464.173828
	Iteration 84Q: 3 clusters Score -7487088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53328 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -7487088.000000 Penalty: 5464.173828
	Iteration 85Q: 3 clusters Score -7487088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -7487091.500000 Penalty: 5464.173828
	Iteration 86Q: 3 clusters Score -7487092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -7487090.500000 Penalty: 5464.173828
	Iteration 87Q: 3 clusters Score -7487090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -7487090.500000 Penalty: 5464.173828
	Iteration 88Q: 3 clusters Score -7487090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -7487090.500000 Penalty: 5464.173828
	Iteration 89F: 3 clusters Score -7487090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Entering Unmasked Estep 
Score: -2088359.125000 Penalty: 2425.542969
	Iteration 0F: 2 clusters Score -2088359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2075790.375000 Penalty: 4851.085938
	Iteration 0F: 3 clusters Score -2075790 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -2079951.750000 Penalty: 4851.085938
	Iteration 1F: 3 clusters Score -2079952 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2080648.625000 Penalty: 4851.085938
	Iteration 2F: 3 clusters Score -2080649 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2081479.250000 Penalty: 4851.085938
	Iteration 3F: 3 clusters Score -2081479 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2082381.750000 Penalty: 4851.085938
	Iteration 4F: 3 clusters Score -2082382 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2083404.250000 Penalty: 4851.085938
	Iteration 5F: 3 clusters Score -2083404 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2084404.500000 Penalty: 4851.085938
	Iteration 6F: 3 clusters Score -2084404 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2085300.500000 Penalty: 4851.085938
	Iteration 7F: 3 clusters Score -2085300 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2085979.000000 Penalty: 4851.085938
	Iteration 8Q: 3 clusters Score -2085979 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2086546.625000 Penalty: 4851.085938
	Iteration 9Q: 3 clusters Score -2086547 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2086917.500000 Penalty: 4851.085938
	Iteration 10Q: 3 clusters Score -2086918 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2087086.375000 Penalty: 4851.085938
	Iteration 11Q: 3 clusters Score -2087086 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2087165.125000 Penalty: 4851.085938
	Iteration 12Q: 3 clusters Score -2087165 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2087205.500000 Penalty: 4851.085938
	Iteration 13Q: 3 clusters Score -2087206 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2087226.000000 Penalty: 4851.085938
	Iteration 14Q: 3 clusters Score -2087226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2087248.125000 Penalty: 4851.085938
	Iteration 15Q: 3 clusters Score -2087248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2087259.250000 Penalty: 4851.085938
	Iteration 16Q: 3 clusters Score -2087259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2087275.375000 Penalty: 4851.085938
	Iteration 17Q: 3 clusters Score -2087275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2087279.875000 Penalty: 4851.085938
	Iteration 18Q: 3 clusters Score -2087280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2087283.750000 Penalty: 4851.085938
	Iteration 19Q: 3 clusters Score -2087284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2087287.000000 Penalty: 4851.085938
	Iteration 20F: 3 clusters Score -2087287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -2087284.875000 Penalty: 4851.085938
	Iteration 21Q: 3 clusters Score -2087285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2087290.750000 Penalty: 4851.085938
	Iteration 22Q: 3 clusters Score -2087291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2087297.250000 Penalty: 4851.085938
	Iteration 23Q: 3 clusters Score -2087297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2087294.625000 Penalty: 4851.085938
	Iteration 24Q: 3 clusters Score -2087295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2087299.125000 Penalty: 4851.085938
	Iteration 25Q: 3 clusters Score -2087299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2087303.500000 Penalty: 4851.085938
	Iteration 26Q: 3 clusters Score -2087304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2087303.250000 Penalty: 4851.085938
	Iteration 27Q: 3 clusters Score -2087303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2087306.625000 Penalty: 4851.085938
	Iteration 28Q: 3 clusters Score -2087307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2087305.125000 Penalty: 4851.085938
	Iteration 29Q: 3 clusters Score -2087305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2087304.625000 Penalty: 4851.085938
	Iteration 30Q: 3 clusters Score -2087305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2087305.250000 Penalty: 4851.085938
	Iteration 31Q: 3 clusters Score -2087305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2087303.000000 Penalty: 4851.085938
	Iteration 32Q: 3 clusters Score -2087303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2087302.750000 Penalty: 4851.085938
	Iteration 33Q: 3 clusters Score -2087303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2087303.000000 Penalty: 4851.085938
	Iteration 34Q: 3 clusters Score -2087303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2087303.000000 Penalty: 4851.085938
	Iteration 35F: 3 clusters Score -2087303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Entering Unmasked Estep 
Score: -219008.046875 Penalty: 1855.705078
	Iteration 0F: 2 clusters Score -219008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -216521.984375 Penalty: 3711.410156
	Iteration 0F: 3 clusters Score -216522 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -216931.984375 Penalty: 3711.410156
	Iteration 1F: 3 clusters Score -216932 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -217072.515625 Penalty: 3711.410156
	Iteration 2F: 3 clusters Score -217072.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -217141.515625 Penalty: 3711.410156
	Iteration 3Q: 3 clusters Score -217141.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -217182.843750 Penalty: 3711.410156
	Iteration 4Q: 3 clusters Score -217182.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -217208.671875 Penalty: 3711.410156
	Iteration 5Q: 3 clusters Score -217208.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -217227.250000 Penalty: 3711.410156
	Iteration 6Q: 3 clusters Score -217227.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -217239.890625 Penalty: 3711.410156
	Iteration 7Q: 3 clusters Score -217239.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -217245.953125 Penalty: 3711.410156
	Iteration 8Q: 3 clusters Score -217246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -217254.250000 Penalty: 3711.410156
	Iteration 9Q: 3 clusters Score -217254.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -217261.218750 Penalty: 3711.410156
	Iteration 10Q: 3 clusters Score -217261.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -217268.000000 Penalty: 3711.410156
	Iteration 11Q: 3 clusters Score -217268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -217270.453125 Penalty: 3711.410156
	Iteration 12Q: 3 clusters Score -217270.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -217271.125000 Penalty: 3711.410156
	Iteration 13Q: 3 clusters Score -217271.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -217271.656250 Penalty: 3711.410156
	Iteration 14Q: 3 clusters Score -217271.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -217273.234375 Penalty: 3711.410156
	Iteration 15Q: 3 clusters Score -217273.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -217273.593750 Penalty: 3711.410156
	Iteration 16Q: 3 clusters Score -217273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -217274.203125 Penalty: 3711.410156
	Iteration 17Q: 3 clusters Score -217274.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -217274.781250 Penalty: 3711.410156
	Iteration 18Q: 3 clusters Score -217274.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -217274.781250 Penalty: 3711.410156
	Iteration 19F: 3 clusters Score -217274.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (182260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182260 members 
Entering Unmasked Estep 
Score: -22174026.000000 Penalty: 3004.071045
	Iteration 0F: 2 clusters Score -2.217403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91330 members 
Mstep: Class 2 contains 90930 members 
Entering Unmasked Estep 
Score: -22052196.000000 Penalty: 6008.142090
	Iteration 0F: 3 clusters Score -2.20522e+07 nChanged 87724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92396 members 
Mstep: Class 2 contains 89864 members 
Entering Unmasked Estep 
Score: -22103512.000000 Penalty: 6008.142090
	Iteration 1F: 3 clusters Score -2.210351e+07 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93067 members 
Mstep: Class 2 contains 89193 members 
Entering Unmasked Estep 
Score: -22105152.000000 Penalty: 6008.142090
	Iteration 2Q: 3 clusters Score -2.210515e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94063 members 
Mstep: Class 2 contains 88197 members 
Entering Unmasked Estep 
Score: -22107114.000000 Penalty: 6008.142090
	Iteration 3Q: 3 clusters Score -2.210711e+07 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95471 members 
Mstep: Class 2 contains 86789 members 
Entering Unmasked Estep 
Score: -22109992.000000 Penalty: 6008.142090
	Iteration 4Q: 3 clusters Score -2.210999e+07 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97403 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -22114114.000000 Penalty: 6008.142090
	Iteration 5Q: 3 clusters Score -2.211411e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100243 members 
Mstep: Class 2 contains 82017 members 
Entering Unmasked Estep 
Score: -22119132.000000 Penalty: 6008.142090
	Iteration 6F: 3 clusters Score -2.211913e+07 nChanged 10147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104050 members 
Mstep: Class 2 contains 78210 members 
Entering Unmasked Estep 
Score: -22124872.000000 Penalty: 6008.142090
	Iteration 7F: 3 clusters Score -2.212487e+07 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108905 members 
Mstep: Class 2 contains 73355 members 
Entering Unmasked Estep 
Score: -22131392.000000 Penalty: 6008.142090
	Iteration 8F: 3 clusters Score -2.213139e+07 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114398 members 
Mstep: Class 2 contains 67862 members 
Entering Unmasked Estep 
Score: -22137856.000000 Penalty: 6008.142090
	Iteration 9F: 3 clusters Score -2.213786e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119706 members 
Mstep: Class 2 contains 62554 members 
Entering Unmasked Estep 
Score: -22143326.000000 Penalty: 6008.142090
	Iteration 10F: 3 clusters Score -2.214333e+07 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124716 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
Score: -22148118.000000 Penalty: 6008.142090
	Iteration 11Q: 3 clusters Score -2.214812e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129403 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -22152308.000000 Penalty: 6008.142090
	Iteration 12Q: 3 clusters Score -2.215231e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133690 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -22156210.000000 Penalty: 6008.142090
	Iteration 13Q: 3 clusters Score -2.215621e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137295 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -22159764.000000 Penalty: 6008.142090
	Iteration 14Q: 3 clusters Score -2.215976e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140170 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -22162056.000000 Penalty: 6008.142090
	Iteration 15Q: 3 clusters Score -2.216206e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142455 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -22163520.000000 Penalty: 6008.142090
	Iteration 16Q: 3 clusters Score -2.216352e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144271 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -22164438.000000 Penalty: 6008.142090
	Iteration 17Q: 3 clusters Score -2.216444e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145832 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -22164980.000000 Penalty: 6008.142090
	Iteration 18Q: 3 clusters Score -2.216498e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147232 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -22165396.000000 Penalty: 6008.142090
	Iteration 19Q: 3 clusters Score -2.21654e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148471 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -22165726.000000 Penalty: 6008.142090
	Iteration 20F: 3 clusters Score -2.216573e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149615 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -22165940.000000 Penalty: 6008.142090
	Iteration 21Q: 3 clusters Score -2.216594e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150678 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -22166156.000000 Penalty: 6008.142090
	Iteration 22Q: 3 clusters Score -2.216616e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151672 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -22166354.000000 Penalty: 6008.142090
	Iteration 23Q: 3 clusters Score -2.216635e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152636 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -22166502.000000 Penalty: 6008.142090
	Iteration 24Q: 3 clusters Score -2.21665e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153548 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -22166582.000000 Penalty: 6008.142090
	Iteration 25Q: 3 clusters Score -2.216658e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154427 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -22166788.000000 Penalty: 6008.142090
	Iteration 26Q: 3 clusters Score -2.216679e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155309 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -22166960.000000 Penalty: 6008.142090
	Iteration 27Q: 3 clusters Score -2.216696e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156176 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -22167108.000000 Penalty: 6008.142090
	Iteration 28Q: 3 clusters Score -2.216711e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157045 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -22167208.000000 Penalty: 6008.142090
	Iteration 29Q: 3 clusters Score -2.216721e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157940 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -22167360.000000 Penalty: 6008.142090
	Iteration 30Q: 3 clusters Score -2.216736e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158821 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -22167534.000000 Penalty: 6008.142090
	Iteration 31Q: 3 clusters Score -2.216753e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159678 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -22167700.000000 Penalty: 6008.142090
	Iteration 32Q: 3 clusters Score -2.21677e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160491 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -22167856.000000 Penalty: 6008.142090
	Iteration 33Q: 3 clusters Score -2.216786e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161246 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -22167974.000000 Penalty: 6008.142090
	Iteration 34Q: 3 clusters Score -2.216797e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162023 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -22168146.000000 Penalty: 6008.142090
	Iteration 35Q: 3 clusters Score -2.216815e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162754 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -22168256.000000 Penalty: 6008.142090
	Iteration 36Q: 3 clusters Score -2.216826e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163486 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -22168326.000000 Penalty: 6008.142090
	Iteration 37Q: 3 clusters Score -2.216833e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164250 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -22168462.000000 Penalty: 6008.142090
	Iteration 38Q: 3 clusters Score -2.216846e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165034 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -22168582.000000 Penalty: 6008.142090
	Iteration 39Q: 3 clusters Score -2.216858e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165810 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -22168782.000000 Penalty: 6008.142090
	Iteration 40F: 3 clusters Score -2.216878e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166593 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -22168896.000000 Penalty: 6008.142090
	Iteration 41Q: 3 clusters Score -2.21689e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167384 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -22168994.000000 Penalty: 6008.142090
	Iteration 42Q: 3 clusters Score -2.216899e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168150 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -22169198.000000 Penalty: 6008.142090
	Iteration 43Q: 3 clusters Score -2.21692e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168905 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -22169348.000000 Penalty: 6008.142090
	Iteration 44Q: 3 clusters Score -2.216935e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169649 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -22169428.000000 Penalty: 6008.142090
	Iteration 45Q: 3 clusters Score -2.216943e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170405 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -22169616.000000 Penalty: 6008.142090
	Iteration 46Q: 3 clusters Score -2.216962e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171198 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -22169812.000000 Penalty: 6008.142090
	Iteration 47Q: 3 clusters Score -2.216981e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171933 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -22170028.000000 Penalty: 6008.142090
	Iteration 48Q: 3 clusters Score -2.217003e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172626 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -22170106.000000 Penalty: 6008.142090
	Iteration 49Q: 3 clusters Score -2.217011e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173290 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -22170240.000000 Penalty: 6008.142090
	Iteration 50Q: 3 clusters Score -2.217024e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173956 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -22170404.000000 Penalty: 6008.142090
	Iteration 51Q: 3 clusters Score -2.21704e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174582 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -22170500.000000 Penalty: 6008.142090
	Iteration 52Q: 3 clusters Score -2.21705e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175135 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -22170660.000000 Penalty: 6008.142090
	Iteration 53Q: 3 clusters Score -2.217066e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175673 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -22170816.000000 Penalty: 6008.142090
	Iteration 54Q: 3 clusters Score -2.217082e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176155 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -22170908.000000 Penalty: 6008.142090
	Iteration 55Q: 3 clusters Score -2.217091e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176557 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -22171054.000000 Penalty: 6008.142090
	Iteration 56Q: 3 clusters Score -2.217105e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176906 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -22171112.000000 Penalty: 6008.142090
	Iteration 57Q: 3 clusters Score -2.217111e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177210 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -22171258.000000 Penalty: 6008.142090
	Iteration 58Q: 3 clusters Score -2.217126e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177484 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -22171340.000000 Penalty: 6008.142090
	Iteration 59Q: 3 clusters Score -2.217134e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177688 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -22171442.000000 Penalty: 6008.142090
	Iteration 60F: 3 clusters Score -2.217144e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177896 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -22171516.000000 Penalty: 6008.142090
	Iteration 61Q: 3 clusters Score -2.217152e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178072 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -22171536.000000 Penalty: 6008.142090
	Iteration 62Q: 3 clusters Score -2.217154e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178218 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -22171540.000000 Penalty: 6008.142090
	Iteration 63Q: 3 clusters Score -2.217154e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178340 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -22171602.000000 Penalty: 6008.142090
	Iteration 64Q: 3 clusters Score -2.21716e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178456 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -22171592.000000 Penalty: 6008.142090
	Iteration 65Q: 3 clusters Score -2.217159e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178570 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -22171614.000000 Penalty: 6008.142090
	Iteration 66Q: 3 clusters Score -2.217161e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178648 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -22171682.000000 Penalty: 6008.142090
	Iteration 67Q: 3 clusters Score -2.217168e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178723 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -22171684.000000 Penalty: 6008.142090
	Iteration 68Q: 3 clusters Score -2.217168e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178795 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -22171704.000000 Penalty: 6008.142090
	Iteration 69Q: 3 clusters Score -2.21717e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178862 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -22171722.000000 Penalty: 6008.142090
	Iteration 70Q: 3 clusters Score -2.217172e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178925 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -22171736.000000 Penalty: 6008.142090
	Iteration 71Q: 3 clusters Score -2.217174e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178976 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -22171760.000000 Penalty: 6008.142090
	Iteration 72Q: 3 clusters Score -2.217176e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179011 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -22171726.000000 Penalty: 6008.142090
	Iteration 73Q: 3 clusters Score -2.217173e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179050 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -22171740.000000 Penalty: 6008.142090
	Iteration 74Q: 3 clusters Score -2.217174e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179078 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -22171752.000000 Penalty: 6008.142090
	Iteration 75Q: 3 clusters Score -2.217175e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179110 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -22171778.000000 Penalty: 6008.142090
	Iteration 76Q: 3 clusters Score -2.217178e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179149 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -22171774.000000 Penalty: 6008.142090
	Iteration 77Q: 3 clusters Score -2.217177e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179194 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -22171790.000000 Penalty: 6008.142090
	Iteration 78Q: 3 clusters Score -2.217179e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179231 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -22171772.000000 Penalty: 6008.142090
	Iteration 79Q: 3 clusters Score -2.217177e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179275 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -22171810.000000 Penalty: 6008.142090
	Iteration 80F: 3 clusters Score -2.217181e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179317 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -22171824.000000 Penalty: 6008.142090
	Iteration 81Q: 3 clusters Score -2.217182e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179357 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -22171860.000000 Penalty: 6008.142090
	Iteration 82Q: 3 clusters Score -2.217186e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179390 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -22171854.000000 Penalty: 6008.142090
	Iteration 83Q: 3 clusters Score -2.217185e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179419 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -22171876.000000 Penalty: 6008.142090
	Iteration 84Q: 3 clusters Score -2.217188e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179435 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -22171906.000000 Penalty: 6008.142090
	Iteration 85Q: 3 clusters Score -2.217191e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179452 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -22171872.000000 Penalty: 6008.142090
	Iteration 86Q: 3 clusters Score -2.217187e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179464 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -22171892.000000 Penalty: 6008.142090
	Iteration 87Q: 3 clusters Score -2.217189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179470 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -22171888.000000 Penalty: 6008.142090
	Iteration 88Q: 3 clusters Score -2.217189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179475 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -22171884.000000 Penalty: 6008.142090
	Iteration 89Q: 3 clusters Score -2.217188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179479 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -22171884.000000 Penalty: 6008.142090
	Iteration 90Q: 3 clusters Score -2.217188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179482 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -22171866.000000 Penalty: 6008.142090
	Iteration 91Q: 3 clusters Score -2.217187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179487 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -22171880.000000 Penalty: 6008.142090
	Iteration 92Q: 3 clusters Score -2.217188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179493 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -22171884.000000 Penalty: 6008.142090
	Iteration 93Q: 3 clusters Score -2.217188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179502 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -22171896.000000 Penalty: 6008.142090
	Iteration 94Q: 3 clusters Score -2.21719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179509 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -22171878.000000 Penalty: 6008.142090
	Iteration 95Q: 3 clusters Score -2.217188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179517 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -22171870.000000 Penalty: 6008.142090
	Iteration 96Q: 3 clusters Score -2.217187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179522 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -22171864.000000 Penalty: 6008.142090
	Iteration 97Q: 3 clusters Score -2.217186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179519 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -22171860.000000 Penalty: 6008.142090
	Iteration 98Q: 3 clusters Score -2.217186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179526 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -22171858.000000 Penalty: 6008.142090
	Iteration 99Q: 3 clusters Score -2.217186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179529 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -22171878.000000 Penalty: 6008.142090
	Iteration 100F: 3 clusters Score -2.217188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179533 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -22171870.000000 Penalty: 6008.142090
	Iteration 101Q: 3 clusters Score -2.217187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179537 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -22171882.000000 Penalty: 6008.142090
	Iteration 102Q: 3 clusters Score -2.217188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179543 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -22171898.000000 Penalty: 6008.142090
	Iteration 103Q: 3 clusters Score -2.21719e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179549 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -22171862.000000 Penalty: 6008.142090
	Iteration 104Q: 3 clusters Score -2.217186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179557 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -22171884.000000 Penalty: 6008.142090
	Iteration 105Q: 3 clusters Score -2.217188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179563 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -22171896.000000 Penalty: 6008.142090
	Iteration 106Q: 3 clusters Score -2.21719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179565 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -22171884.000000 Penalty: 6008.142090
	Iteration 107Q: 3 clusters Score -2.217188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179568 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -22171886.000000 Penalty: 6008.142090
	Iteration 108Q: 3 clusters Score -2.217189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179571 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -22171880.000000 Penalty: 6008.142090
	Iteration 109Q: 3 clusters Score -2.217188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179577 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -22171884.000000 Penalty: 6008.142090
	Iteration 110Q: 3 clusters Score -2.217188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179581 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -22171882.000000 Penalty: 6008.142090
	Iteration 111Q: 3 clusters Score -2.217188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179583 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -22171884.000000 Penalty: 6008.142090
	Iteration 112Q: 3 clusters Score -2.217188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179587 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -22171900.000000 Penalty: 6008.142090
	Iteration 113Q: 3 clusters Score -2.21719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179589 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -22171882.000000 Penalty: 6008.142090
	Iteration 114Q: 3 clusters Score -2.217188e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179591 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -22171888.000000 Penalty: 6008.142090
	Iteration 115Q: 3 clusters Score -2.217189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179594 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -22171872.000000 Penalty: 6008.142090
	Iteration 116Q: 3 clusters Score -2.217187e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179602 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -22171886.000000 Penalty: 6008.142090
	Iteration 117Q: 3 clusters Score -2.217189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179608 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -22171894.000000 Penalty: 6008.142090
	Iteration 118Q: 3 clusters Score -2.217189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179616 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -22171914.000000 Penalty: 6008.142090
	Iteration 119Q: 3 clusters Score -2.217191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179622 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -22171902.000000 Penalty: 6008.142090
	Iteration 120F: 3 clusters Score -2.21719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179631 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -22171896.000000 Penalty: 6008.142090
	Iteration 121Q: 3 clusters Score -2.21719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179633 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -22171904.000000 Penalty: 6008.142090
	Iteration 122Q: 3 clusters Score -2.21719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179633 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -22171904.000000 Penalty: 6008.142090
	Iteration 123Q: 3 clusters Score -2.21719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179633 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -22171900.000000 Penalty: 6008.142090
	Iteration 124Q: 3 clusters Score -2.21719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179634 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -22171904.000000 Penalty: 6008.142090
	Iteration 125Q: 3 clusters Score -2.21719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179635 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -22171900.000000 Penalty: 6008.142090
	Iteration 126Q: 3 clusters Score -2.21719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179636 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -22171890.000000 Penalty: 6008.142090
	Iteration 127Q: 3 clusters Score -2.217189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179642 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -22171888.000000 Penalty: 6008.142090
	Iteration 128Q: 3 clusters Score -2.217189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179644 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -22171902.000000 Penalty: 6008.142090
	Iteration 129Q: 3 clusters Score -2.21719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179645 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -22171912.000000 Penalty: 6008.142090
	Iteration 130Q: 3 clusters Score -2.217191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179647 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -22171912.000000 Penalty: 6008.142090
	Iteration 131Q: 3 clusters Score -2.217191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179650 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -22171904.000000 Penalty: 6008.142090
	Iteration 132Q: 3 clusters Score -2.21719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179651 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -22171900.000000 Penalty: 6008.142090
	Iteration 133Q: 3 clusters Score -2.21719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179651 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -22171910.000000 Penalty: 6008.142090
	Iteration 134Q: 3 clusters Score -2.217191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179652 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -22171912.000000 Penalty: 6008.142090
	Iteration 135Q: 3 clusters Score -2.217191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179652 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -22171914.000000 Penalty: 6008.142090
	Iteration 136Q: 3 clusters Score -2.217191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179653 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -22171910.000000 Penalty: 6008.142090
	Iteration 137Q: 3 clusters Score -2.217191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179654 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -22171922.000000 Penalty: 6008.142090
	Iteration 138Q: 3 clusters Score -2.217192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179655 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -22171916.000000 Penalty: 6008.142090
	Iteration 139Q: 3 clusters Score -2.217192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179655 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -22171918.000000 Penalty: 6008.142090
	Iteration 140F: 3 clusters Score -2.217192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179656 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -22171912.000000 Penalty: 6008.142090
	Iteration 141Q: 3 clusters Score -2.217191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179656 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -22171912.000000 Penalty: 6008.142090
	Iteration 142F: 3 clusters Score -2.217191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Entering Unmasked Estep 
Score: -3033607.000000 Penalty: 2516.723877
	Iteration 0F: 2 clusters Score -3033607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3015942.250000 Penalty: 5033.447754
	Iteration 0F: 3 clusters Score -3015942 nChanged 11473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -3022315.500000 Penalty: 5033.447754
	Iteration 1F: 3 clusters Score -3022316 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3022902.000000 Penalty: 5033.447754
	Iteration 2F: 3 clusters Score -3022902 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -3023440.500000 Penalty: 5033.447754
	Iteration 3Q: 3 clusters Score -3023440 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -3024056.500000 Penalty: 5033.447754
	Iteration 4Q: 3 clusters Score -3024056 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -3024832.250000 Penalty: 5033.447754
	Iteration 5F: 3 clusters Score -3024832 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -3025618.250000 Penalty: 5033.447754
	Iteration 6F: 3 clusters Score -3025618 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -3026346.500000 Penalty: 5033.447754
	Iteration 7F: 3 clusters Score -3026346 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -3026938.750000 Penalty: 5033.447754
	Iteration 8Q: 3 clusters Score -3026939 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -3027378.750000 Penalty: 5033.447754
	Iteration 9Q: 3 clusters Score -3027379 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -3027670.000000 Penalty: 5033.447754
	Iteration 10Q: 3 clusters Score -3027670 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -3027901.000000 Penalty: 5033.447754
	Iteration 11Q: 3 clusters Score -3027901 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3028117.500000 Penalty: 5033.447754
	Iteration 12Q: 3 clusters Score -3028118 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -3028285.250000 Penalty: 5033.447754
	Iteration 13Q: 3 clusters Score -3028285 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -3028484.750000 Penalty: 5033.447754
	Iteration 14Q: 3 clusters Score -3028485 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3028722.000000 Penalty: 5033.447754
	Iteration 15Q: 3 clusters Score -3028722 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -3028940.500000 Penalty: 5033.447754
	Iteration 16Q: 3 clusters Score -3028940 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3029173.250000 Penalty: 5033.447754
	Iteration 17Q: 3 clusters Score -3029173 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3029441.750000 Penalty: 5033.447754
	Iteration 18Q: 3 clusters Score -3029442 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -3029721.250000 Penalty: 5033.447754
	Iteration 19Q: 3 clusters Score -3029721 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -3030024.750000 Penalty: 5033.447754
	Iteration 20F: 3 clusters Score -3030025 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -3030396.250000 Penalty: 5033.447754
	Iteration 21Q: 3 clusters Score -3030396 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -3030834.250000 Penalty: 5033.447754
	Iteration 22Q: 3 clusters Score -3030834 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -3031252.750000 Penalty: 5033.447754
	Iteration 23Q: 3 clusters Score -3031253 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -3031551.500000 Penalty: 5033.447754
	Iteration 24Q: 3 clusters Score -3031552 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -3031759.750000 Penalty: 5033.447754
	Iteration 25Q: 3 clusters Score -3031760 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3031904.750000 Penalty: 5033.447754
	Iteration 26Q: 3 clusters Score -3031905 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -3031985.000000 Penalty: 5033.447754
	Iteration 27Q: 3 clusters Score -3031985 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -3032027.000000 Penalty: 5033.447754
	Iteration 28Q: 3 clusters Score -3032027 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3032057.750000 Penalty: 5033.447754
	Iteration 29Q: 3 clusters Score -3032058 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -3032081.000000 Penalty: 5033.447754
	Iteration 30Q: 3 clusters Score -3032081 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -3032097.250000 Penalty: 5033.447754
	Iteration 31Q: 3 clusters Score -3032097 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3032107.250000 Penalty: 5033.447754
	Iteration 32Q: 3 clusters Score -3032107 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -3032119.500000 Penalty: 5033.447754
	Iteration 33Q: 3 clusters Score -3032120 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -3032137.500000 Penalty: 5033.447754
	Iteration 34Q: 3 clusters Score -3032138 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3032147.500000 Penalty: 5033.447754
	Iteration 35Q: 3 clusters Score -3032148 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -3032149.750000 Penalty: 5033.447754
	Iteration 36Q: 3 clusters Score -3032150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -3032163.750000 Penalty: 5033.447754
	Iteration 37Q: 3 clusters Score -3032164 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -3032174.250000 Penalty: 5033.447754
	Iteration 38Q: 3 clusters Score -3032174 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -3032185.000000 Penalty: 5033.447754
	Iteration 39Q: 3 clusters Score -3032185 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -3032197.250000 Penalty: 5033.447754
	Iteration 40F: 3 clusters Score -3032197 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -3032199.750000 Penalty: 5033.447754
	Iteration 41Q: 3 clusters Score -3032200 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -3032219.000000 Penalty: 5033.447754
	Iteration 42Q: 3 clusters Score -3032219 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -3032220.500000 Penalty: 5033.447754
	Iteration 43Q: 3 clusters Score -3032220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -3032237.000000 Penalty: 5033.447754
	Iteration 44Q: 3 clusters Score -3032237 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -3032257.000000 Penalty: 5033.447754
	Iteration 45Q: 3 clusters Score -3032257 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -3032270.750000 Penalty: 5033.447754
	Iteration 46Q: 3 clusters Score -3032271 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -3032297.000000 Penalty: 5033.447754
	Iteration 47Q: 3 clusters Score -3032297 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -3032331.250000 Penalty: 5033.447754
	Iteration 48Q: 3 clusters Score -3032331 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -3032366.250000 Penalty: 5033.447754
	Iteration 49Q: 3 clusters Score -3032366 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -3032404.750000 Penalty: 5033.447754
	Iteration 50Q: 3 clusters Score -3032405 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -3032467.750000 Penalty: 5033.447754
	Iteration 51Q: 3 clusters Score -3032468 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3032537.750000 Penalty: 5033.447754
	Iteration 52Q: 3 clusters Score -3032538 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -3032585.250000 Penalty: 5033.447754
	Iteration 53Q: 3 clusters Score -3032585 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -3032630.250000 Penalty: 5033.447754
	Iteration 54Q: 3 clusters Score -3032630 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3032659.000000 Penalty: 5033.447754
	Iteration 55Q: 3 clusters Score -3032659 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -3032690.250000 Penalty: 5033.447754
	Iteration 56Q: 3 clusters Score -3032690 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3032722.000000 Penalty: 5033.447754
	Iteration 57Q: 3 clusters Score -3032722 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3032753.250000 Penalty: 5033.447754
	Iteration 58Q: 3 clusters Score -3032753 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -3032772.750000 Penalty: 5033.447754
	Iteration 59Q: 3 clusters Score -3032773 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -3032795.000000 Penalty: 5033.447754
	Iteration 60F: 3 clusters Score -3032795 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -3032806.250000 Penalty: 5033.447754
	Iteration 61Q: 3 clusters Score -3032806 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -3032825.750000 Penalty: 5033.447754
	Iteration 62Q: 3 clusters Score -3032826 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -3032839.000000 Penalty: 5033.447754
	Iteration 63Q: 3 clusters Score -3032839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -3032845.750000 Penalty: 5033.447754
	Iteration 64Q: 3 clusters Score -3032846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3032844.250000 Penalty: 5033.447754
	Iteration 65Q: 3 clusters Score -3032844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -3032847.000000 Penalty: 5033.447754
	Iteration 66Q: 3 clusters Score -3032847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -3032849.750000 Penalty: 5033.447754
	Iteration 67Q: 3 clusters Score -3032850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -3032848.250000 Penalty: 5033.447754
	Iteration 68Q: 3 clusters Score -3032848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -3032852.250000 Penalty: 5033.447754
	Iteration 69Q: 3 clusters Score -3032852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -3032856.250000 Penalty: 5033.447754
	Iteration 70Q: 3 clusters Score -3032856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -3032853.500000 Penalty: 5033.447754
	Iteration 71Q: 3 clusters Score -3032854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3032844.500000 Penalty: 5033.447754
	Iteration 72Q: 3 clusters Score -3032844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3032849.000000 Penalty: 5033.447754
	Iteration 73Q: 3 clusters Score -3032849 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -3032851.250000 Penalty: 5033.447754
	Iteration 74Q: 3 clusters Score -3032851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -3032850.750000 Penalty: 5033.447754
	Iteration 75Q: 3 clusters Score -3032851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -3032853.500000 Penalty: 5033.447754
	Iteration 76Q: 3 clusters Score -3032854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -3032852.000000 Penalty: 5033.447754
	Iteration 77Q: 3 clusters Score -3032852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -3032850.750000 Penalty: 5033.447754
	Iteration 78Q: 3 clusters Score -3032851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -3032854.750000 Penalty: 5033.447754
	Iteration 79Q: 3 clusters Score -3032855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -3032854.000000 Penalty: 5033.447754
	Iteration 80F: 3 clusters Score -3032854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -3032849.250000 Penalty: 5033.447754
	Iteration 81Q: 3 clusters Score -3032849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -3032849.000000 Penalty: 5033.447754
	Iteration 82Q: 3 clusters Score -3032849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -3032849.000000 Penalty: 5033.447754
	Iteration 83Q: 3 clusters Score -3032849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -3032848.500000 Penalty: 5033.447754
	Iteration 84Q: 3 clusters Score -3032848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -3032850.500000 Penalty: 5033.447754
	Iteration 85Q: 3 clusters Score -3032850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -3032850.250000 Penalty: 5033.447754
	Iteration 86Q: 3 clusters Score -3032850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -3032845.750000 Penalty: 5033.447754
	Iteration 87Q: 3 clusters Score -3032846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -3032850.500000 Penalty: 5033.447754
	Iteration 88Q: 3 clusters Score -3032850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -3032852.250000 Penalty: 5033.447754
	Iteration 89Q: 3 clusters Score -3032852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -3032856.250000 Penalty: 5033.447754
	Iteration 90Q: 3 clusters Score -3032856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -3032855.250000 Penalty: 5033.447754
	Iteration 91Q: 3 clusters Score -3032855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -3032856.750000 Penalty: 5033.447754
	Iteration 92Q: 3 clusters Score -3032857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -3032854.500000 Penalty: 5033.447754
	Iteration 93Q: 3 clusters Score -3032854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -3032855.250000 Penalty: 5033.447754
	Iteration 94Q: 3 clusters Score -3032855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3032855.750000 Penalty: 5033.447754
	Iteration 95Q: 3 clusters Score -3032856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -3032855.750000 Penalty: 5033.447754
	Iteration 96F: 3 clusters Score -3032856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Entering Unmasked Estep 
Score: -934015.687500 Penalty: 2236.966797
	Iteration 0F: 2 clusters Score -934015.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -927460.375000 Penalty: 4473.933594
	Iteration 0F: 3 clusters Score -927460.4 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -929212.937500 Penalty: 4473.933594
	Iteration 1F: 3 clusters Score -929212.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -929469.625000 Penalty: 4473.933594
	Iteration 2F: 3 clusters Score -929469.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -929662.062500 Penalty: 4473.933594
	Iteration 3Q: 3 clusters Score -929662.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -929839.500000 Penalty: 4473.933594
	Iteration 4Q: 3 clusters Score -929839.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -930006.000000 Penalty: 4473.933594
	Iteration 5Q: 3 clusters Score -930006 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -930143.562500 Penalty: 4473.933594
	Iteration 6Q: 3 clusters Score -930143.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -930254.437500 Penalty: 4473.933594
	Iteration 7Q: 3 clusters Score -930254.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -930350.000000 Penalty: 4473.933594
	Iteration 8Q: 3 clusters Score -930350 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -930435.187500 Penalty: 4473.933594
	Iteration 9Q: 3 clusters Score -930435.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -930518.312500 Penalty: 4473.933594
	Iteration 10Q: 3 clusters Score -930518.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -930600.625000 Penalty: 4473.933594
	Iteration 11Q: 3 clusters Score -930600.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -930653.937500 Penalty: 4473.933594
	Iteration 12Q: 3 clusters Score -930653.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -930718.187500 Penalty: 4473.933594
	Iteration 13Q: 3 clusters Score -930718.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -930788.812500 Penalty: 4473.933594
	Iteration 14Q: 3 clusters Score -930788.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -930874.562500 Penalty: 4473.933594
	Iteration 15Q: 3 clusters Score -930874.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -930961.875000 Penalty: 4473.933594
	Iteration 16Q: 3 clusters Score -930961.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -931054.250000 Penalty: 4473.933594
	Iteration 17Q: 3 clusters Score -931054.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -931151.500000 Penalty: 4473.933594
	Iteration 18Q: 3 clusters Score -931151.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -931249.062500 Penalty: 4473.933594
	Iteration 19Q: 3 clusters Score -931249.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -931356.062500 Penalty: 4473.933594
	Iteration 20F: 3 clusters Score -931356.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -931456.687500 Penalty: 4473.933594
	Iteration 21Q: 3 clusters Score -931456.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -931549.562500 Penalty: 4473.933594
	Iteration 22Q: 3 clusters Score -931549.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -931642.812500 Penalty: 4473.933594
	Iteration 23Q: 3 clusters Score -931642.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -931733.250000 Penalty: 4473.933594
	Iteration 24Q: 3 clusters Score -931733.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -931814.062500 Penalty: 4473.933594
	Iteration 25Q: 3 clusters Score -931814.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -931885.812500 Penalty: 4473.933594
	Iteration 26Q: 3 clusters Score -931885.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -931946.937500 Penalty: 4473.933594
	Iteration 27Q: 3 clusters Score -931946.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -932024.625000 Penalty: 4473.933594
	Iteration 28Q: 3 clusters Score -932024.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -932099.375000 Penalty: 4473.933594
	Iteration 29Q: 3 clusters Score -932099.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -932174.875000 Penalty: 4473.933594
	Iteration 30Q: 3 clusters Score -932174.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -932247.625000 Penalty: 4473.933594
	Iteration 31Q: 3 clusters Score -932247.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -932333.375000 Penalty: 4473.933594
	Iteration 32Q: 3 clusters Score -932333.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -932406.812500 Penalty: 4473.933594
	Iteration 33Q: 3 clusters Score -932406.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -932465.812500 Penalty: 4473.933594
	Iteration 34Q: 3 clusters Score -932465.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -932508.625000 Penalty: 4473.933594
	Iteration 35Q: 3 clusters Score -932508.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -932533.625000 Penalty: 4473.933594
	Iteration 36Q: 3 clusters Score -932533.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -932552.500000 Penalty: 4473.933594
	Iteration 37Q: 3 clusters Score -932552.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -932570.937500 Penalty: 4473.933594
	Iteration 38Q: 3 clusters Score -932570.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -932580.687500 Penalty: 4473.933594
	Iteration 39Q: 3 clusters Score -932580.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -932587.875000 Penalty: 4473.933594
	Iteration 40F: 3 clusters Score -932587.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -932596.625000 Penalty: 4473.933594
	Iteration 41Q: 3 clusters Score -932596.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -932604.062500 Penalty: 4473.933594
	Iteration 42Q: 3 clusters Score -932604.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -932615.437500 Penalty: 4473.933594
	Iteration 43Q: 3 clusters Score -932615.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -932621.312500 Penalty: 4473.933594
	Iteration 44Q: 3 clusters Score -932621.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -932624.187500 Penalty: 4473.933594
	Iteration 45Q: 3 clusters Score -932624.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -932627.125000 Penalty: 4473.933594
	Iteration 46Q: 3 clusters Score -932627.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -932629.312500 Penalty: 4473.933594
	Iteration 47Q: 3 clusters Score -932629.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -932631.500000 Penalty: 4473.933594
	Iteration 48Q: 3 clusters Score -932631.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -932635.500000 Penalty: 4473.933594
	Iteration 49Q: 3 clusters Score -932635.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -932635.750000 Penalty: 4473.933594
	Iteration 50Q: 3 clusters Score -932635.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -932636.187500 Penalty: 4473.933594
	Iteration 51Q: 3 clusters Score -932636.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -932638.000000 Penalty: 4473.933594
	Iteration 52Q: 3 clusters Score -932638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -932637.937500 Penalty: 4473.933594
	Iteration 53Q: 3 clusters Score -932637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -932637.937500 Penalty: 4473.933594
	Iteration 54F: 3 clusters Score -932637.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Entering Unmasked Estep 
Score: -530204.750000 Penalty: 2086.079346
	Iteration 0F: 2 clusters Score -530204.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -526024.625000 Penalty: 4172.158691
	Iteration 0F: 3 clusters Score -526024.6 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -527004.062500 Penalty: 4172.158691
	Iteration 1F: 3 clusters Score -527004.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -527214.000000 Penalty: 4172.158691
	Iteration 2F: 3 clusters Score -527214 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -527360.437500 Penalty: 4172.158691
	Iteration 3F: 3 clusters Score -527360.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -527461.125000 Penalty: 4172.158691
	Iteration 4Q: 3 clusters Score -527461.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -527556.562500 Penalty: 4172.158691
	Iteration 5Q: 3 clusters Score -527556.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -527627.187500 Penalty: 4172.158691
	Iteration 6Q: 3 clusters Score -527627.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -527710.687500 Penalty: 4172.158691
	Iteration 7Q: 3 clusters Score -527710.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -527813.750000 Penalty: 4172.158691
	Iteration 8Q: 3 clusters Score -527813.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -527907.625000 Penalty: 4172.158691
	Iteration 9Q: 3 clusters Score -527907.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -528009.125000 Penalty: 4172.158691
	Iteration 10Q: 3 clusters Score -528009.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -528132.250000 Penalty: 4172.158691
	Iteration 11Q: 3 clusters Score -528132.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -528235.562500 Penalty: 4172.158691
	Iteration 12Q: 3 clusters Score -528235.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -528314.500000 Penalty: 4172.158691
	Iteration 13Q: 3 clusters Score -528314.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -528383.937500 Penalty: 4172.158691
	Iteration 14Q: 3 clusters Score -528383.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -528445.750000 Penalty: 4172.158691
	Iteration 15Q: 3 clusters Score -528445.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -528492.687500 Penalty: 4172.158691
	Iteration 16Q: 3 clusters Score -528492.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -528538.937500 Penalty: 4172.158691
	Iteration 17Q: 3 clusters Score -528538.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -528568.500000 Penalty: 4172.158691
	Iteration 18Q: 3 clusters Score -528568.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -528593.812500 Penalty: 4172.158691
	Iteration 19Q: 3 clusters Score -528593.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -528617.812500 Penalty: 4172.158691
	Iteration 20F: 3 clusters Score -528617.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -528638.000000 Penalty: 4172.158691
	Iteration 21Q: 3 clusters Score -528638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -528654.125000 Penalty: 4172.158691
	Iteration 22Q: 3 clusters Score -528654.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -528674.437500 Penalty: 4172.158691
	Iteration 23Q: 3 clusters Score -528674.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -528696.875000 Penalty: 4172.158691
	Iteration 24Q: 3 clusters Score -528696.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -528715.562500 Penalty: 4172.158691
	Iteration 25Q: 3 clusters Score -528715.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -528738.062500 Penalty: 4172.158691
	Iteration 26Q: 3 clusters Score -528738.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -528754.812500 Penalty: 4172.158691
	Iteration 27Q: 3 clusters Score -528754.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -528767.437500 Penalty: 4172.158691
	Iteration 28Q: 3 clusters Score -528767.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -528781.687500 Penalty: 4172.158691
	Iteration 29Q: 3 clusters Score -528781.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -528797.750000 Penalty: 4172.158691
	Iteration 30Q: 3 clusters Score -528797.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -528809.875000 Penalty: 4172.158691
	Iteration 31Q: 3 clusters Score -528809.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -528821.062500 Penalty: 4172.158691
	Iteration 32Q: 3 clusters Score -528821.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -528831.000000 Penalty: 4172.158691
	Iteration 33Q: 3 clusters Score -528831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -528837.312500 Penalty: 4172.158691
	Iteration 34Q: 3 clusters Score -528837.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -528839.687500 Penalty: 4172.158691
	Iteration 35Q: 3 clusters Score -528839.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -528842.250000 Penalty: 4172.158691
	Iteration 36Q: 3 clusters Score -528842.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -528845.000000 Penalty: 4172.158691
	Iteration 37Q: 3 clusters Score -528845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -528848.625000 Penalty: 4172.158691
	Iteration 38Q: 3 clusters Score -528848.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -528853.000000 Penalty: 4172.158691
	Iteration 39Q: 3 clusters Score -528853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -528858.687500 Penalty: 4172.158691
	Iteration 40F: 3 clusters Score -528858.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -528864.562500 Penalty: 4172.158691
	Iteration 41Q: 3 clusters Score -528864.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -528872.250000 Penalty: 4172.158691
	Iteration 42Q: 3 clusters Score -528872.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -528882.937500 Penalty: 4172.158691
	Iteration 43Q: 3 clusters Score -528882.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -528898.062500 Penalty: 4172.158691
	Iteration 44Q: 3 clusters Score -528898.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -528921.250000 Penalty: 4172.158691
	Iteration 45Q: 3 clusters Score -528921.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -528950.250000 Penalty: 4172.158691
	Iteration 46Q: 3 clusters Score -528950.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -528976.812500 Penalty: 4172.158691
	Iteration 47Q: 3 clusters Score -528976.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -529004.812500 Penalty: 4172.158691
	Iteration 48Q: 3 clusters Score -529004.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -529027.875000 Penalty: 4172.158691
	Iteration 49Q: 3 clusters Score -529027.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -529049.937500 Penalty: 4172.158691
	Iteration 50Q: 3 clusters Score -529049.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -529068.312500 Penalty: 4172.158691
	Iteration 51Q: 3 clusters Score -529068.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -529078.937500 Penalty: 4172.158691
	Iteration 52Q: 3 clusters Score -529078.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -529085.687500 Penalty: 4172.158691
	Iteration 53Q: 3 clusters Score -529085.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -529091.875000 Penalty: 4172.158691
	Iteration 54Q: 3 clusters Score -529091.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -529096.562500 Penalty: 4172.158691
	Iteration 55Q: 3 clusters Score -529096.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -529101.750000 Penalty: 4172.158691
	Iteration 56Q: 3 clusters Score -529101.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -529105.625000 Penalty: 4172.158691
	Iteration 57Q: 3 clusters Score -529105.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -529106.312500 Penalty: 4172.158691
	Iteration 58Q: 3 clusters Score -529106.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -529107.625000 Penalty: 4172.158691
	Iteration 59Q: 3 clusters Score -529107.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -529109.312500 Penalty: 4172.158691
	Iteration 60F: 3 clusters Score -529109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -529110.312500 Penalty: 4172.158691
	Iteration 61Q: 3 clusters Score -529110.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -529110.500000 Penalty: 4172.158691
	Iteration 62Q: 3 clusters Score -529110.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -529110.937500 Penalty: 4172.158691
	Iteration 63Q: 3 clusters Score -529110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -529110.812500 Penalty: 4172.158691
	Iteration 64Q: 3 clusters Score -529110.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -529110.812500 Penalty: 4172.158691
	Iteration 65F: 3 clusters Score -529110.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -442866.593750 Penalty: 2044.594849
	Iteration 0F: 2 clusters Score -442866.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -439104.281250 Penalty: 4089.189697
	Iteration 0F: 3 clusters Score -439104.3 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -439940.437500 Penalty: 4089.189697
	Iteration 1F: 3 clusters Score -439940.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -440203.718750 Penalty: 4089.189697
	Iteration 2F: 3 clusters Score -440203.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -440468.125000 Penalty: 4089.189697
	Iteration 3F: 3 clusters Score -440468.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -440689.468750 Penalty: 4089.189697
	Iteration 4F: 3 clusters Score -440689.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -440919.812500 Penalty: 4089.189697
	Iteration 5F: 3 clusters Score -440919.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -441124.500000 Penalty: 4089.189697
	Iteration 6F: 3 clusters Score -441124.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -441292.968750 Penalty: 4089.189697
	Iteration 7Q: 3 clusters Score -441293 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -441410.875000 Penalty: 4089.189697
	Iteration 8Q: 3 clusters Score -441410.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -441505.812500 Penalty: 4089.189697
	Iteration 9Q: 3 clusters Score -441505.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -441603.406250 Penalty: 4089.189697
	Iteration 10Q: 3 clusters Score -441603.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -441692.156250 Penalty: 4089.189697
	Iteration 11Q: 3 clusters Score -441692.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -441751.062500 Penalty: 4089.189697
	Iteration 12Q: 3 clusters Score -441751.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -441781.500000 Penalty: 4089.189697
	Iteration 13Q: 3 clusters Score -441781.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -441799.093750 Penalty: 4089.189697
	Iteration 14Q: 3 clusters Score -441799.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -441806.656250 Penalty: 4089.189697
	Iteration 15Q: 3 clusters Score -441806.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -441813.218750 Penalty: 4089.189697
	Iteration 16Q: 3 clusters Score -441813.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -441819.750000 Penalty: 4089.189697
	Iteration 17Q: 3 clusters Score -441819.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -441822.937500 Penalty: 4089.189697
	Iteration 18Q: 3 clusters Score -441822.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -441825.750000 Penalty: 4089.189697
	Iteration 19Q: 3 clusters Score -441825.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -441828.125000 Penalty: 4089.189697
	Iteration 20F: 3 clusters Score -441828.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -441830.062500 Penalty: 4089.189697
	Iteration 21Q: 3 clusters Score -441830.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -441830.187500 Penalty: 4089.189697
	Iteration 22Q: 3 clusters Score -441830.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -441829.843750 Penalty: 4089.189697
	Iteration 23Q: 3 clusters Score -441829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -441830.656250 Penalty: 4089.189697
	Iteration 24Q: 3 clusters Score -441830.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -441832.500000 Penalty: 4089.189697
	Iteration 25Q: 3 clusters Score -441832.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -441832.312500 Penalty: 4089.189697
	Iteration 26Q: 3 clusters Score -441832.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -441833.062500 Penalty: 4089.189697
	Iteration 27Q: 3 clusters Score -441833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -441832.937500 Penalty: 4089.189697
	Iteration 28Q: 3 clusters Score -441832.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -441833.906250 Penalty: 4089.189697
	Iteration 29Q: 3 clusters Score -441833.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -441835.343750 Penalty: 4089.189697
	Iteration 30Q: 3 clusters Score -441835.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -441835.750000 Penalty: 4089.189697
	Iteration 31Q: 3 clusters Score -441835.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -441835.750000 Penalty: 4089.189697
	Iteration 32F: 3 clusters Score -441835.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Entering Unmasked Estep 
Score: -7181802.500000 Penalty: 2722.521729
	Iteration 0F: 2 clusters Score -7181802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -7142361.500000 Penalty: 5445.043457
	Iteration 0F: 3 clusters Score -7142362 nChanged 27396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -7157560.500000 Penalty: 5445.043457
	Iteration 1F: 3 clusters Score -7157560 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -7158101.000000 Penalty: 5445.043457
	Iteration 2Q: 3 clusters Score -7158101 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -7158713.000000 Penalty: 5445.043457
	Iteration 3Q: 3 clusters Score -7158713 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -7159425.000000 Penalty: 5445.043457
	Iteration 4Q: 3 clusters Score -7159425 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -7160269.500000 Penalty: 5445.043457
	Iteration 5Q: 3 clusters Score -7160270 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -7161380.000000 Penalty: 5445.043457
	Iteration 6Q: 3 clusters Score -7161380 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -7162799.500000 Penalty: 5445.043457
	Iteration 7Q: 3 clusters Score -7162800 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -7164531.000000 Penalty: 5445.043457
	Iteration 8F: 3 clusters Score -7164531 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -7166319.500000 Penalty: 5445.043457
	Iteration 9F: 3 clusters Score -7166320 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -7168000.000000 Penalty: 5445.043457
	Iteration 10F: 3 clusters Score -7168000 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -7169617.000000 Penalty: 5445.043457
	Iteration 11Q: 3 clusters Score -7169617 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -7170847.000000 Penalty: 5445.043457
	Iteration 12Q: 3 clusters Score -7170847 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -7171785.500000 Penalty: 5445.043457
	Iteration 13Q: 3 clusters Score -7171786 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -7172598.000000 Penalty: 5445.043457
	Iteration 14Q: 3 clusters Score -7172598 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -7173203.000000 Penalty: 5445.043457
	Iteration 15Q: 3 clusters Score -7173203 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -7173684.500000 Penalty: 5445.043457
	Iteration 16Q: 3 clusters Score -7173684 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -7174098.000000 Penalty: 5445.043457
	Iteration 17Q: 3 clusters Score -7174098 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -7174454.500000 Penalty: 5445.043457
	Iteration 18Q: 3 clusters Score -7174454 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -7174835.500000 Penalty: 5445.043457
	Iteration 19Q: 3 clusters Score -7174836 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -7175217.500000 Penalty: 5445.043457
	Iteration 20F: 3 clusters Score -7175218 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -7175604.500000 Penalty: 5445.043457
	Iteration 21Q: 3 clusters Score -7175604 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -7176027.500000 Penalty: 5445.043457
	Iteration 22Q: 3 clusters Score -7176028 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -7176354.500000 Penalty: 5445.043457
	Iteration 23Q: 3 clusters Score -7176354 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -7176792.000000 Penalty: 5445.043457
	Iteration 24Q: 3 clusters Score -7176792 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -7177152.000000 Penalty: 5445.043457
	Iteration 25Q: 3 clusters Score -7177152 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 52171 members 
Entering Unmasked Estep 
Score: -7177530.500000 Penalty: 5445.043457
	Iteration 26Q: 3 clusters Score -7177530 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -7177879.500000 Penalty: 5445.043457
	Iteration 27Q: 3 clusters Score -7177880 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -7178140.500000 Penalty: 5445.043457
	Iteration 28Q: 3 clusters Score -7178140 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -7178408.000000 Penalty: 5445.043457
	Iteration 29Q: 3 clusters Score -7178408 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -7178588.000000 Penalty: 5445.043457
	Iteration 30Q: 3 clusters Score -7178588 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -7178757.000000 Penalty: 5445.043457
	Iteration 31Q: 3 clusters Score -7178757 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 55580 members 
Entering Unmasked Estep 
Score: -7178902.000000 Penalty: 5445.043457
	Iteration 32Q: 3 clusters Score -7178902 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -7179038.000000 Penalty: 5445.043457
	Iteration 33Q: 3 clusters Score -7179038 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 56088 members 
Entering Unmasked Estep 
Score: -7179122.000000 Penalty: 5445.043457
	Iteration 34Q: 3 clusters Score -7179122 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -7179221.500000 Penalty: 5445.043457
	Iteration 35Q: 3 clusters Score -7179222 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -7179272.500000 Penalty: 5445.043457
	Iteration 36Q: 3 clusters Score -7179272 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -7179356.000000 Penalty: 5445.043457
	Iteration 37Q: 3 clusters Score -7179356 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 56721 members 
Entering Unmasked Estep 
Score: -7179406.500000 Penalty: 5445.043457
	Iteration 38Q: 3 clusters Score -7179406 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
Score: -7179443.500000 Penalty: 5445.043457
	Iteration 39Q: 3 clusters Score -7179444 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -7179482.500000 Penalty: 5445.043457
	Iteration 40F: 3 clusters Score -7179482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 56958 members 
Entering Unmasked Estep 
Score: -7179506.500000 Penalty: 5445.043457
	Iteration 41Q: 3 clusters Score -7179506 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -7179522.000000 Penalty: 5445.043457
	Iteration 42Q: 3 clusters Score -7179522 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -7179552.500000 Penalty: 5445.043457
	Iteration 43Q: 3 clusters Score -7179552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -7179555.500000 Penalty: 5445.043457
	Iteration 44Q: 3 clusters Score -7179556 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -7179571.500000 Penalty: 5445.043457
	Iteration 45Q: 3 clusters Score -7179572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 57175 members 
Entering Unmasked Estep 
Score: -7179582.500000 Penalty: 5445.043457
	Iteration 46Q: 3 clusters Score -7179582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -7179591.000000 Penalty: 5445.043457
	Iteration 47Q: 3 clusters Score -7179591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -7179596.500000 Penalty: 5445.043457
	Iteration 48Q: 3 clusters Score -7179596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 57232 members 
Entering Unmasked Estep 
Score: -7179613.500000 Penalty: 5445.043457
	Iteration 49Q: 3 clusters Score -7179614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 57246 members 
Entering Unmasked Estep 
Score: -7179611.500000 Penalty: 5445.043457
	Iteration 50Q: 3 clusters Score -7179612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 57255 members 
Entering Unmasked Estep 
Score: -7179611.500000 Penalty: 5445.043457
	Iteration 51Q: 3 clusters Score -7179612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
Score: -7179623.000000 Penalty: 5445.043457
	Iteration 52Q: 3 clusters Score -7179623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -7179630.500000 Penalty: 5445.043457
	Iteration 53Q: 3 clusters Score -7179630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 57283 members 
Entering Unmasked Estep 
Score: -7179631.000000 Penalty: 5445.043457
	Iteration 54Q: 3 clusters Score -7179631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 57292 members 
Entering Unmasked Estep 
Score: -7179631.500000 Penalty: 5445.043457
	Iteration 55Q: 3 clusters Score -7179632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 57300 members 
Entering Unmasked Estep 
Score: -7179631.500000 Penalty: 5445.043457
	Iteration 56Q: 3 clusters Score -7179632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 57305 members 
Entering Unmasked Estep 
Score: -7179642.000000 Penalty: 5445.043457
	Iteration 57Q: 3 clusters Score -7179642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 57306 members 
Entering Unmasked Estep 
Score: -7179640.500000 Penalty: 5445.043457
	Iteration 58Q: 3 clusters Score -7179640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -7179638.000000 Penalty: 5445.043457
	Iteration 59Q: 3 clusters Score -7179638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 57319 members 
Entering Unmasked Estep 
Score: -7179634.500000 Penalty: 5445.043457
	Iteration 60F: 3 clusters Score -7179634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 57326 members 
Entering Unmasked Estep 
Score: -7179642.500000 Penalty: 5445.043457
	Iteration 61Q: 3 clusters Score -7179642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 57332 members 
Entering Unmasked Estep 
Score: -7179650.000000 Penalty: 5445.043457
	Iteration 62Q: 3 clusters Score -7179650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -7179651.000000 Penalty: 5445.043457
	Iteration 63Q: 3 clusters Score -7179651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -7179650.000000 Penalty: 5445.043457
	Iteration 64Q: 3 clusters Score -7179650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -7179642.500000 Penalty: 5445.043457
	Iteration 65Q: 3 clusters Score -7179642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 57349 members 
Entering Unmasked Estep 
Score: -7179645.500000 Penalty: 5445.043457
	Iteration 66Q: 3 clusters Score -7179646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 57352 members 
Entering Unmasked Estep 
Score: -7179645.000000 Penalty: 5445.043457
	Iteration 67Q: 3 clusters Score -7179645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -7179644.500000 Penalty: 5445.043457
	Iteration 68Q: 3 clusters Score -7179644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -7179644.500000 Penalty: 5445.043457
	Iteration 69F: 3 clusters Score -7179644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Entering Unmasked Estep 
Score: -309205.468750 Penalty: 1949.612793
	Iteration 0F: 2 clusters Score -309205.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -306285.843750 Penalty: 3899.225586
	Iteration 0F: 3 clusters Score -306285.8 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -307122.437500 Penalty: 3899.225586
	Iteration 1F: 3 clusters Score -307122.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -307588.656250 Penalty: 3899.225586
	Iteration 2F: 3 clusters Score -307588.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -307974.156250 Penalty: 3899.225586
	Iteration 3F: 3 clusters Score -307974.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -308312.812500 Penalty: 3899.225586
	Iteration 4F: 3 clusters Score -308312.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -308571.531250 Penalty: 3899.225586
	Iteration 5F: 3 clusters Score -308571.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -308704.843750 Penalty: 3899.225586
	Iteration 6Q: 3 clusters Score -308704.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -308763.937500 Penalty: 3899.225586
	Iteration 7Q: 3 clusters Score -308763.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -308797.375000 Penalty: 3899.225586
	Iteration 8Q: 3 clusters Score -308797.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -308814.062500 Penalty: 3899.225586
	Iteration 9Q: 3 clusters Score -308814.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -308819.562500 Penalty: 3899.225586
	Iteration 10Q: 3 clusters Score -308819.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -308823.625000 Penalty: 3899.225586
	Iteration 11Q: 3 clusters Score -308823.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -308827.125000 Penalty: 3899.225586
	Iteration 12Q: 3 clusters Score -308827.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -308829.343750 Penalty: 3899.225586
	Iteration 13Q: 3 clusters Score -308829.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -308830.593750 Penalty: 3899.225586
	Iteration 14Q: 3 clusters Score -308830.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -308830.593750 Penalty: 3899.225586
	Iteration 15F: 3 clusters Score -308830.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (68948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68948 members 
Entering Unmasked Estep 
Score: -8309372.500000 Penalty: 2762.994629
	Iteration 0F: 2 clusters Score -8309372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -8263159.500000 Penalty: 5525.989258
	Iteration 0F: 3 clusters Score -8263160 nChanged 32214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -8281203.500000 Penalty: 5525.989258
	Iteration 1F: 3 clusters Score -8281204 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -8281956.000000 Penalty: 5525.989258
	Iteration 2Q: 3 clusters Score -8281956 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -8283028.000000 Penalty: 5525.989258
	Iteration 3Q: 3 clusters Score -8283028 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -8284827.000000 Penalty: 5525.989258
	Iteration 4F: 3 clusters Score -8284827 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -8287897.000000 Penalty: 5525.989258
	Iteration 5F: 3 clusters Score -8287897 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54878 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -8292861.500000 Penalty: 5525.989258
	Iteration 6F: 3 clusters Score -8292862 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60931 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -8298794.500000 Penalty: 5525.989258
	Iteration 7F: 3 clusters Score -8298794 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65491 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -8303463.500000 Penalty: 5525.989258
	Iteration 8F: 3 clusters Score -8303464 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67720 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8305662.500000 Penalty: 5525.989258
	Iteration 9Q: 3 clusters Score -8305662 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68484 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8306418.500000 Penalty: 5525.989258
	Iteration 10Q: 3 clusters Score -8306418 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68685 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8306686.000000 Penalty: 5525.989258
	Iteration 11Q: 3 clusters Score -8306686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8306768.000000 Penalty: 5525.989258
	Iteration 12Q: 3 clusters Score -8306768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68751 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8306823.000000 Penalty: 5525.989258
	Iteration 13Q: 3 clusters Score -8306823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68757 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8306846.500000 Penalty: 5525.989258
	Iteration 14Q: 3 clusters Score -8306846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68760 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8306860.000000 Penalty: 5525.989258
	Iteration 15Q: 3 clusters Score -8306860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8306877.000000 Penalty: 5525.989258
	Iteration 16Q: 3 clusters Score -8306877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68766 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8306883.500000 Penalty: 5525.989258
	Iteration 17Q: 3 clusters Score -8306884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68767 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8306885.000000 Penalty: 5525.989258
	Iteration 18Q: 3 clusters Score -8306885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68768 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8306898.500000 Penalty: 5525.989258
	Iteration 19Q: 3 clusters Score -8306898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68770 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8306900.000000 Penalty: 5525.989258
	Iteration 20F: 3 clusters Score -8306900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68770 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8306899.500000 Penalty: 5525.989258
	Iteration 21Q: 3 clusters Score -8306900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68770 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8306910.000000 Penalty: 5525.989258
	Iteration 22Q: 3 clusters Score -8306910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68769 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8306913.000000 Penalty: 5525.989258
	Iteration 23Q: 3 clusters Score -8306913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68769 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8306913.000000 Penalty: 5525.989258
	Iteration 24F: 3 clusters Score -8306913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Entering Unmasked Estep 
Score: -1429669.000000 Penalty: 2331.130615
	Iteration 0F: 2 clusters Score -1429669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1420721.500000 Penalty: 4662.261230
	Iteration 0F: 3 clusters Score -1420722 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1423679.875000 Penalty: 4662.261230
	Iteration 1F: 3 clusters Score -1423680 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1424174.500000 Penalty: 4662.261230
	Iteration 2F: 3 clusters Score -1424174 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1424616.875000 Penalty: 4662.261230
	Iteration 3F: 3 clusters Score -1424617 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1425080.000000 Penalty: 4662.261230
	Iteration 4F: 3 clusters Score -1425080 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1425576.875000 Penalty: 4662.261230
	Iteration 5F: 3 clusters Score -1425577 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1426084.875000 Penalty: 4662.261230
	Iteration 6F: 3 clusters Score -1426085 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1426646.750000 Penalty: 4662.261230
	Iteration 7F: 3 clusters Score -1426647 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1427190.375000 Penalty: 4662.261230
	Iteration 8F: 3 clusters Score -1427190 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1427529.750000 Penalty: 4662.261230
	Iteration 9Q: 3 clusters Score -1427530 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1427737.000000 Penalty: 4662.261230
	Iteration 10Q: 3 clusters Score -1427737 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1427855.125000 Penalty: 4662.261230
	Iteration 11Q: 3 clusters Score -1427855 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1427936.375000 Penalty: 4662.261230
	Iteration 12Q: 3 clusters Score -1427936 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1427997.250000 Penalty: 4662.261230
	Iteration 13Q: 3 clusters Score -1427997 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1428043.250000 Penalty: 4662.261230
	Iteration 14Q: 3 clusters Score -1428043 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1428073.625000 Penalty: 4662.261230
	Iteration 15Q: 3 clusters Score -1428074 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1428093.875000 Penalty: 4662.261230
	Iteration 16Q: 3 clusters Score -1428094 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1428112.250000 Penalty: 4662.261230
	Iteration 17Q: 3 clusters Score -1428112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1428125.250000 Penalty: 4662.261230
	Iteration 18Q: 3 clusters Score -1428125 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1428140.250000 Penalty: 4662.261230
	Iteration 19Q: 3 clusters Score -1428140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1428154.125000 Penalty: 4662.261230
	Iteration 20F: 3 clusters Score -1428154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1428163.500000 Penalty: 4662.261230
	Iteration 21Q: 3 clusters Score -1428164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1428168.375000 Penalty: 4662.261230
	Iteration 22Q: 3 clusters Score -1428168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1428176.250000 Penalty: 4662.261230
	Iteration 23Q: 3 clusters Score -1428176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1428179.750000 Penalty: 4662.261230
	Iteration 24Q: 3 clusters Score -1428180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1428184.750000 Penalty: 4662.261230
	Iteration 25Q: 3 clusters Score -1428185 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1428194.000000 Penalty: 4662.261230
	Iteration 26Q: 3 clusters Score -1428194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1428202.125000 Penalty: 4662.261230
	Iteration 27Q: 3 clusters Score -1428202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1428208.750000 Penalty: 4662.261230
	Iteration 28Q: 3 clusters Score -1428209 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1428218.500000 Penalty: 4662.261230
	Iteration 29Q: 3 clusters Score -1428218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1428225.000000 Penalty: 4662.261230
	Iteration 30Q: 3 clusters Score -1428225 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1428240.000000 Penalty: 4662.261230
	Iteration 31Q: 3 clusters Score -1428240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1428248.750000 Penalty: 4662.261230
	Iteration 32Q: 3 clusters Score -1428249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1428254.500000 Penalty: 4662.261230
	Iteration 33Q: 3 clusters Score -1428254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1428262.875000 Penalty: 4662.261230
	Iteration 34Q: 3 clusters Score -1428263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1428271.125000 Penalty: 4662.261230
	Iteration 35Q: 3 clusters Score -1428271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1428281.500000 Penalty: 4662.261230
	Iteration 36Q: 3 clusters Score -1428282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1428292.750000 Penalty: 4662.261230
	Iteration 37Q: 3 clusters Score -1428293 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1428310.375000 Penalty: 4662.261230
	Iteration 38Q: 3 clusters Score -1428310 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1428329.250000 Penalty: 4662.261230
	Iteration 39Q: 3 clusters Score -1428329 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1428360.375000 Penalty: 4662.261230
	Iteration 40F: 3 clusters Score -1428360 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1428406.500000 Penalty: 4662.261230
	Iteration 41Q: 3 clusters Score -1428406 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1428459.750000 Penalty: 4662.261230
	Iteration 42Q: 3 clusters Score -1428460 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1428519.875000 Penalty: 4662.261230
	Iteration 43Q: 3 clusters Score -1428520 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1428607.000000 Penalty: 4662.261230
	Iteration 44Q: 3 clusters Score -1428607 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1428695.250000 Penalty: 4662.261230
	Iteration 45Q: 3 clusters Score -1428695 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1428804.750000 Penalty: 4662.261230
	Iteration 46Q: 3 clusters Score -1428805 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1428897.375000 Penalty: 4662.261230
	Iteration 47Q: 3 clusters Score -1428897 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1428961.125000 Penalty: 4662.261230
	Iteration 48Q: 3 clusters Score -1428961 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1429025.125000 Penalty: 4662.261230
	Iteration 49Q: 3 clusters Score -1429025 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1429061.500000 Penalty: 4662.261230
	Iteration 50Q: 3 clusters Score -1429062 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1429099.500000 Penalty: 4662.261230
	Iteration 51Q: 3 clusters Score -1429100 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1429133.500000 Penalty: 4662.261230
	Iteration 52Q: 3 clusters Score -1429134 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1429152.500000 Penalty: 4662.261230
	Iteration 53Q: 3 clusters Score -1429152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1429171.000000 Penalty: 4662.261230
	Iteration 54Q: 3 clusters Score -1429171 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1429184.875000 Penalty: 4662.261230
	Iteration 55Q: 3 clusters Score -1429185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1429190.375000 Penalty: 4662.261230
	Iteration 56Q: 3 clusters Score -1429190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1429192.875000 Penalty: 4662.261230
	Iteration 57Q: 3 clusters Score -1429193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1429201.375000 Penalty: 4662.261230
	Iteration 58Q: 3 clusters Score -1429201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1429205.750000 Penalty: 4662.261230
	Iteration 59Q: 3 clusters Score -1429206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1429207.000000 Penalty: 4662.261230
	Iteration 60F: 3 clusters Score -1429207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1429208.125000 Penalty: 4662.261230
	Iteration 61Q: 3 clusters Score -1429208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1429213.625000 Penalty: 4662.261230
	Iteration 62Q: 3 clusters Score -1429214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1429212.375000 Penalty: 4662.261230
	Iteration 63Q: 3 clusters Score -1429212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1429213.500000 Penalty: 4662.261230
	Iteration 64Q: 3 clusters Score -1429214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1429213.250000 Penalty: 4662.261230
	Iteration 65Q: 3 clusters Score -1429213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1429216.375000 Penalty: 4662.261230
	Iteration 66Q: 3 clusters Score -1429216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1429216.875000 Penalty: 4662.261230
	Iteration 67Q: 3 clusters Score -1429217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1429218.125000 Penalty: 4662.261230
	Iteration 68Q: 3 clusters Score -1429218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1429219.625000 Penalty: 4662.261230
	Iteration 69Q: 3 clusters Score -1429220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1429222.250000 Penalty: 4662.261230
	Iteration 70Q: 3 clusters Score -1429222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1429222.125000 Penalty: 4662.261230
	Iteration 71Q: 3 clusters Score -1429222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1429221.875000 Penalty: 4662.261230
	Iteration 72Q: 3 clusters Score -1429222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1429221.875000 Penalty: 4662.261230
	Iteration 73F: 3 clusters Score -1429222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Entering Unmasked Estep 
Score: -1075285.875000 Penalty: 2258.887695
	Iteration 0F: 2 clusters Score -1075286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1068303.125000 Penalty: 4517.775391
	Iteration 0F: 3 clusters Score -1068303 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1070334.000000 Penalty: 4517.775391
	Iteration 1F: 3 clusters Score -1070334 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1070611.625000 Penalty: 4517.775391
	Iteration 2F: 3 clusters Score -1070612 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1070783.625000 Penalty: 4517.775391
	Iteration 3Q: 3 clusters Score -1070784 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1070911.125000 Penalty: 4517.775391
	Iteration 4Q: 3 clusters Score -1070911 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1071015.000000 Penalty: 4517.775391
	Iteration 5Q: 3 clusters Score -1071015 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1071099.750000 Penalty: 4517.775391
	Iteration 6Q: 3 clusters Score -1071100 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1071181.000000 Penalty: 4517.775391
	Iteration 7Q: 3 clusters Score -1071181 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1071261.500000 Penalty: 4517.775391
	Iteration 8Q: 3 clusters Score -1071262 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1071341.125000 Penalty: 4517.775391
	Iteration 9Q: 3 clusters Score -1071341 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1071406.625000 Penalty: 4517.775391
	Iteration 10Q: 3 clusters Score -1071407 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1071497.625000 Penalty: 4517.775391
	Iteration 11Q: 3 clusters Score -1071498 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1071605.375000 Penalty: 4517.775391
	Iteration 12Q: 3 clusters Score -1071605 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1071717.625000 Penalty: 4517.775391
	Iteration 13Q: 3 clusters Score -1071718 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1071843.500000 Penalty: 4517.775391
	Iteration 14Q: 3 clusters Score -1071844 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1071971.000000 Penalty: 4517.775391
	Iteration 15Q: 3 clusters Score -1071971 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1072102.125000 Penalty: 4517.775391
	Iteration 16Q: 3 clusters Score -1072102 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1072239.000000 Penalty: 4517.775391
	Iteration 17Q: 3 clusters Score -1072239 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1072388.750000 Penalty: 4517.775391
	Iteration 18Q: 3 clusters Score -1072389 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1072514.125000 Penalty: 4517.775391
	Iteration 19Q: 3 clusters Score -1072514 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1072622.750000 Penalty: 4517.775391
	Iteration 20F: 3 clusters Score -1072623 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1072741.875000 Penalty: 4517.775391
	Iteration 21Q: 3 clusters Score -1072742 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1072848.125000 Penalty: 4517.775391
	Iteration 22Q: 3 clusters Score -1072848 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1072945.000000 Penalty: 4517.775391
	Iteration 23Q: 3 clusters Score -1072945 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1073030.250000 Penalty: 4517.775391
	Iteration 24Q: 3 clusters Score -1073030 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1073091.375000 Penalty: 4517.775391
	Iteration 25Q: 3 clusters Score -1073091 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1073137.000000 Penalty: 4517.775391
	Iteration 26Q: 3 clusters Score -1073137 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1073186.875000 Penalty: 4517.775391
	Iteration 27Q: 3 clusters Score -1073187 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1073232.750000 Penalty: 4517.775391
	Iteration 28Q: 3 clusters Score -1073233 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1073267.875000 Penalty: 4517.775391
	Iteration 29Q: 3 clusters Score -1073268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1073292.375000 Penalty: 4517.775391
	Iteration 30Q: 3 clusters Score -1073292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1073306.125000 Penalty: 4517.775391
	Iteration 31Q: 3 clusters Score -1073306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1073322.625000 Penalty: 4517.775391
	Iteration 32Q: 3 clusters Score -1073323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1073333.500000 Penalty: 4517.775391
	Iteration 33Q: 3 clusters Score -1073334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1073345.750000 Penalty: 4517.775391
	Iteration 34Q: 3 clusters Score -1073346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1073363.125000 Penalty: 4517.775391
	Iteration 35Q: 3 clusters Score -1073363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1073378.375000 Penalty: 4517.775391
	Iteration 36Q: 3 clusters Score -1073378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1073384.125000 Penalty: 4517.775391
	Iteration 37Q: 3 clusters Score -1073384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1073387.500000 Penalty: 4517.775391
	Iteration 38Q: 3 clusters Score -1073388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1073396.875000 Penalty: 4517.775391
	Iteration 39Q: 3 clusters Score -1073397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1073402.625000 Penalty: 4517.775391
	Iteration 40F: 3 clusters Score -1073403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1073411.000000 Penalty: 4517.775391
	Iteration 41Q: 3 clusters Score -1073411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1073416.375000 Penalty: 4517.775391
	Iteration 42Q: 3 clusters Score -1073416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1073417.250000 Penalty: 4517.775391
	Iteration 43Q: 3 clusters Score -1073417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1073419.500000 Penalty: 4517.775391
	Iteration 44Q: 3 clusters Score -1073420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1073419.250000 Penalty: 4517.775391
	Iteration 45Q: 3 clusters Score -1073419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1073419.250000 Penalty: 4517.775391
	Iteration 46F: 3 clusters Score -1073419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (65490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65490 members 
Entering Unmasked Estep 
Score: -8064734.000000 Penalty: 2750.233887
	Iteration 0F: 2 clusters Score -8064734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -8020651.000000 Penalty: 5500.467773
	Iteration 0F: 3 clusters Score -8020651 nChanged 30526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -8037668.500000 Penalty: 5500.467773
	Iteration 1F: 3 clusters Score -8037668 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -8038188.500000 Penalty: 5500.467773
	Iteration 2Q: 3 clusters Score -8038188 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -8038645.000000 Penalty: 5500.467773
	Iteration 3Q: 3 clusters Score -8038645 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -8039101.500000 Penalty: 5500.467773
	Iteration 4Q: 3 clusters Score -8039102 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -8039639.000000 Penalty: 5500.467773
	Iteration 5Q: 3 clusters Score -8039639 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -8040439.000000 Penalty: 5500.467773
	Iteration 6Q: 3 clusters Score -8040439 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -8041738.000000 Penalty: 5500.467773
	Iteration 7Q: 3 clusters Score -8041738 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -8044138.000000 Penalty: 5500.467773
	Iteration 8F: 3 clusters Score -8044138 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -8047993.500000 Penalty: 5500.467773
	Iteration 9F: 3 clusters Score -8047994 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -8052902.500000 Penalty: 5500.467773
	Iteration 10F: 3 clusters Score -8052902 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -8057317.000000 Penalty: 5500.467773
	Iteration 11F: 3 clusters Score -8057317 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -8060020.500000 Penalty: 5500.467773
	Iteration 12Q: 3 clusters Score -8060020 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62835 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -8061373.500000 Penalty: 5500.467773
	Iteration 13Q: 3 clusters Score -8061374 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8062006.500000 Penalty: 5500.467773
	Iteration 14Q: 3 clusters Score -8062006 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63651 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -8062296.000000 Penalty: 5500.467773
	Iteration 15Q: 3 clusters Score -8062296 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63782 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -8062467.000000 Penalty: 5500.467773
	Iteration 16Q: 3 clusters Score -8062467 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63888 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -8062550.000000 Penalty: 5500.467773
	Iteration 17Q: 3 clusters Score -8062550 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8062598.000000 Penalty: 5500.467773
	Iteration 18Q: 3 clusters Score -8062598 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63985 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8062629.500000 Penalty: 5500.467773
	Iteration 19Q: 3 clusters Score -8062630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8062662.500000 Penalty: 5500.467773
	Iteration 20F: 3 clusters Score -8062662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64036 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -8062664.000000 Penalty: 5500.467773
	Iteration 21Q: 3 clusters Score -8062664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64043 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -8062660.000000 Penalty: 5500.467773
	Iteration 22Q: 3 clusters Score -8062660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64048 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8062669.500000 Penalty: 5500.467773
	Iteration 23Q: 3 clusters Score -8062670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64048 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8062678.000000 Penalty: 5500.467773
	Iteration 24Q: 3 clusters Score -8062678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64050 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8062674.000000 Penalty: 5500.467773
	Iteration 25Q: 3 clusters Score -8062674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64052 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -8062678.000000 Penalty: 5500.467773
	Iteration 26Q: 3 clusters Score -8062678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64053 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8062677.500000 Penalty: 5500.467773
	Iteration 27Q: 3 clusters Score -8062678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64057 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8062682.000000 Penalty: 5500.467773
	Iteration 28Q: 3 clusters Score -8062682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64062 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8062681.500000 Penalty: 5500.467773
	Iteration 29Q: 3 clusters Score -8062682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64068 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -8062688.000000 Penalty: 5500.467773
	Iteration 30Q: 3 clusters Score -8062688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64079 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -8062680.000000 Penalty: 5500.467773
	Iteration 31Q: 3 clusters Score -8062680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64084 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8062693.500000 Penalty: 5500.467773
	Iteration 32Q: 3 clusters Score -8062694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64085 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -8062700.000000 Penalty: 5500.467773
	Iteration 33Q: 3 clusters Score -8062700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -8062696.500000 Penalty: 5500.467773
	Iteration 34Q: 3 clusters Score -8062696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64087 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -8062696.500000 Penalty: 5500.467773
	Iteration 35F: 3 clusters Score -8062696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Entering Unmasked Estep 
Score: -72788.687500 Penalty: 1630.272583
	Iteration 0F: 2 clusters Score -72788.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71249.000000 Penalty: 3260.545166
	Iteration 0F: 3 clusters Score -71249 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -72211.531250 Penalty: 3260.545166
	Iteration 1F: 3 clusters Score -72211.53 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -72626.148438 Penalty: 3260.545166
	Iteration 2F: 3 clusters Score -72626.15 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -72810.828125 Penalty: 3260.545166
	Iteration 3F: 3 clusters Score -72810.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -72947.632812 Penalty: 3260.545166
	Iteration 4Q: 3 clusters Score -72947.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -73041.203125 Penalty: 3260.545166
	Iteration 5Q: 3 clusters Score -73041.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -73066.984375 Penalty: 3260.545166
	Iteration 6Q: 3 clusters Score -73066.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -73082.914062 Penalty: 3260.545166
	Iteration 7Q: 3 clusters Score -73082.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -73089.078125 Penalty: 3260.545166
	Iteration 8Q: 3 clusters Score -73089.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -73096.125000 Penalty: 3260.545166
	Iteration 9Q: 3 clusters Score -73096.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -73100.890625 Penalty: 3260.545166
	Iteration 10Q: 3 clusters Score -73100.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -73106.437500 Penalty: 3260.545166
	Iteration 11Q: 3 clusters Score -73106.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -73112.664062 Penalty: 3260.545166
	Iteration 12Q: 3 clusters Score -73112.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -73118.187500 Penalty: 3260.545166
	Iteration 13Q: 3 clusters Score -73118.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -73128.515625 Penalty: 3260.545166
	Iteration 14Q: 3 clusters Score -73128.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -73139.679688 Penalty: 3260.545166
	Iteration 15Q: 3 clusters Score -73139.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -73144.164062 Penalty: 3260.545166
	Iteration 16Q: 3 clusters Score -73144.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -73144.164062 Penalty: 3260.545166
	Iteration 17F: 3 clusters Score -73144.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263218 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182260 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58566 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68948 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65490 members 
Mstep: Class 17 contains 113 members 
Mstep: Class 18 contains 249748 members 
Mstep: Class 19 contains 465 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25270 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Mstep: Class 41 contains 603 members 
Entering Unmasked Estep 
Score: -148084768.000000 Penalty: 142708.921875
Splitting cluster 17 changes total score from -148086224.000000 to -148084768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (249748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249748 members 
Entering Unmasked Estep 
Score: -30624956.000000 Penalty: 3082.195312
	Iteration 0F: 2 clusters Score -3.062496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125124 members 
Mstep: Class 2 contains 124624 members 
Entering Unmasked Estep 
Score: -30466952.000000 Penalty: 6164.390625
	Iteration 0F: 3 clusters Score -3.046695e+07 nChanged 120669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128823 members 
Mstep: Class 2 contains 120925 members 
Entering Unmasked Estep 
Score: -30538162.000000 Penalty: 6164.390625
	Iteration 1F: 3 clusters Score -3.053816e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131297 members 
Mstep: Class 2 contains 118451 members 
Entering Unmasked Estep 
Score: -30540108.000000 Penalty: 6164.390625
	Iteration 2Q: 3 clusters Score -3.054011e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135083 members 
Mstep: Class 2 contains 114665 members 
Entering Unmasked Estep 
Score: -30542624.000000 Penalty: 6164.390625
	Iteration 3Q: 3 clusters Score -3.054262e+07 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140646 members 
Mstep: Class 2 contains 109102 members 
Entering Unmasked Estep 
Score: -30546668.000000 Penalty: 6164.390625
	Iteration 4Q: 3 clusters Score -3.054667e+07 nChanged 11536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148554 members 
Mstep: Class 2 contains 101194 members 
Entering Unmasked Estep 
Score: -30552522.000000 Penalty: 6164.390625
	Iteration 5Q: 3 clusters Score -3.055252e+07 nChanged 13700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159252 members 
Mstep: Class 2 contains 90496 members 
Entering Unmasked Estep 
Score: -30561186.000000 Penalty: 6164.390625
	Iteration 6F: 3 clusters Score -3.056119e+07 nChanged 15511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171913 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -30572596.000000 Penalty: 6164.390625
	Iteration 7F: 3 clusters Score -3.05726e+07 nChanged 15925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185116 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -30584818.000000 Penalty: 6164.390625
	Iteration 8F: 3 clusters Score -3.058482e+07 nChanged 14735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196701 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -30596028.000000 Penalty: 6164.390625
	Iteration 9F: 3 clusters Score -3.059603e+07 nChanged 11839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205278 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -30603522.000000 Penalty: 6164.390625
	Iteration 10Q: 3 clusters Score -3.060352e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211473 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -30607826.000000 Penalty: 6164.390625
	Iteration 11Q: 3 clusters Score -3.060783e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216254 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -30610080.000000 Penalty: 6164.390625
	Iteration 12Q: 3 clusters Score -3.061008e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220355 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -30611524.000000 Penalty: 6164.390625
	Iteration 13Q: 3 clusters Score -3.061152e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223921 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -30612910.000000 Penalty: 6164.390625
	Iteration 14Q: 3 clusters Score -3.061291e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227107 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -30614102.000000 Penalty: 6164.390625
	Iteration 15Q: 3 clusters Score -3.06141e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229907 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -30614964.000000 Penalty: 6164.390625
	Iteration 16Q: 3 clusters Score -3.061496e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232385 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -30616008.000000 Penalty: 6164.390625
	Iteration 17Q: 3 clusters Score -3.061601e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234570 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -30616800.000000 Penalty: 6164.390625
	Iteration 18Q: 3 clusters Score -3.06168e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236560 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -30617412.000000 Penalty: 6164.390625
	Iteration 19Q: 3 clusters Score -3.061741e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238355 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -30618132.000000 Penalty: 6164.390625
	Iteration 20F: 3 clusters Score -3.061813e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239925 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -30618762.000000 Penalty: 6164.390625
	Iteration 21Q: 3 clusters Score -3.061876e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241276 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -30619250.000000 Penalty: 6164.390625
	Iteration 22Q: 3 clusters Score -3.061925e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242401 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -30619706.000000 Penalty: 6164.390625
	Iteration 23Q: 3 clusters Score -3.061971e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243349 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -30620098.000000 Penalty: 6164.390625
	Iteration 24Q: 3 clusters Score -3.06201e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244147 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -30620542.000000 Penalty: 6164.390625
	Iteration 25Q: 3 clusters Score -3.062054e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244789 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -30620878.000000 Penalty: 6164.390625
	Iteration 26Q: 3 clusters Score -3.062088e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245331 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -30621080.000000 Penalty: 6164.390625
	Iteration 27Q: 3 clusters Score -3.062108e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245773 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -30621322.000000 Penalty: 6164.390625
	Iteration 28Q: 3 clusters Score -3.062132e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246104 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -30621440.000000 Penalty: 6164.390625
	Iteration 29Q: 3 clusters Score -3.062144e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246386 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -30621544.000000 Penalty: 6164.390625
	Iteration 30Q: 3 clusters Score -3.062154e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246613 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -30621672.000000 Penalty: 6164.390625
	Iteration 31Q: 3 clusters Score -3.062167e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246815 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -30621714.000000 Penalty: 6164.390625
	Iteration 32Q: 3 clusters Score -3.062171e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246980 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -30621796.000000 Penalty: 6164.390625
	Iteration 33Q: 3 clusters Score -3.06218e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247117 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -30621858.000000 Penalty: 6164.390625
	Iteration 34Q: 3 clusters Score -3.062186e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247256 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -30621942.000000 Penalty: 6164.390625
	Iteration 35Q: 3 clusters Score -3.062194e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247358 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -30621940.000000 Penalty: 6164.390625
	Iteration 36Q: 3 clusters Score -3.062194e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247471 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -30622046.000000 Penalty: 6164.390625
	Iteration 37Q: 3 clusters Score -3.062205e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247559 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -30622092.000000 Penalty: 6164.390625
	Iteration 38Q: 3 clusters Score -3.062209e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247628 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -30622124.000000 Penalty: 6164.390625
	Iteration 39Q: 3 clusters Score -3.062212e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247674 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -30622120.000000 Penalty: 6164.390625
	Iteration 40F: 3 clusters Score -3.062212e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247709 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -30622148.000000 Penalty: 6164.390625
	Iteration 41Q: 3 clusters Score -3.062215e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247751 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -30622150.000000 Penalty: 6164.390625
	Iteration 42Q: 3 clusters Score -3.062215e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247788 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -30622148.000000 Penalty: 6164.390625
	Iteration 43Q: 3 clusters Score -3.062215e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247824 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -30622178.000000 Penalty: 6164.390625
	Iteration 44Q: 3 clusters Score -3.062218e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247849 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -30622198.000000 Penalty: 6164.390625
	Iteration 45Q: 3 clusters Score -3.06222e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247880 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -30622220.000000 Penalty: 6164.390625
	Iteration 46Q: 3 clusters Score -3.062222e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247902 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -30622210.000000 Penalty: 6164.390625
	Iteration 47Q: 3 clusters Score -3.062221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247911 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -30622220.000000 Penalty: 6164.390625
	Iteration 48Q: 3 clusters Score -3.062222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247925 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -30622214.000000 Penalty: 6164.390625
	Iteration 49Q: 3 clusters Score -3.062221e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247933 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -30622228.000000 Penalty: 6164.390625
	Iteration 50Q: 3 clusters Score -3.062223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247932 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -30622240.000000 Penalty: 6164.390625
	Iteration 51Q: 3 clusters Score -3.062224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247935 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -30622232.000000 Penalty: 6164.390625
	Iteration 52Q: 3 clusters Score -3.062223e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247939 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -30622238.000000 Penalty: 6164.390625
	Iteration 53Q: 3 clusters Score -3.062224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247942 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -30622236.000000 Penalty: 6164.390625
	Iteration 54Q: 3 clusters Score -3.062224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247946 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -30622242.000000 Penalty: 6164.390625
	Iteration 55Q: 3 clusters Score -3.062224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247954 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -30622220.000000 Penalty: 6164.390625
	Iteration 56Q: 3 clusters Score -3.062222e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247961 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -30622226.000000 Penalty: 6164.390625
	Iteration 57Q: 3 clusters Score -3.062223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247966 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -30622226.000000 Penalty: 6164.390625
	Iteration 58Q: 3 clusters Score -3.062223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247975 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -30622252.000000 Penalty: 6164.390625
	Iteration 59Q: 3 clusters Score -3.062225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247980 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -30622260.000000 Penalty: 6164.390625
	Iteration 60F: 3 clusters Score -3.062226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247986 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -30622248.000000 Penalty: 6164.390625
	Iteration 61Q: 3 clusters Score -3.062225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247987 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -30622246.000000 Penalty: 6164.390625
	Iteration 62Q: 3 clusters Score -3.062225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247989 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -30622238.000000 Penalty: 6164.390625
	Iteration 63Q: 3 clusters Score -3.062224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247988 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -30622258.000000 Penalty: 6164.390625
	Iteration 64Q: 3 clusters Score -3.062226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247988 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -30622250.000000 Penalty: 6164.390625
	Iteration 65Q: 3 clusters Score -3.062225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247988 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -30622250.000000 Penalty: 6164.390625
	Iteration 66F: 3 clusters Score -3.062225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Entering Unmasked Estep 
Score: -41953.429688 Penalty: 1523.225220
	Iteration 0F: 2 clusters Score -41953.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -40510.082031 Penalty: 3046.450439
	Iteration 0F: 3 clusters Score -40510.08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -40714.593750 Penalty: 3046.450439
	Iteration 1F: 3 clusters Score -40714.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -40852.007812 Penalty: 3046.450439
	Iteration 2F: 3 clusters Score -40852.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -40930.066406 Penalty: 3046.450439
	Iteration 3Q: 3 clusters Score -40930.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -41011.945312 Penalty: 3046.450439
	Iteration 4Q: 3 clusters Score -41011.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -41129.949219 Penalty: 3046.450439
	Iteration 5Q: 3 clusters Score -41129.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -41498.992188 Penalty: 3046.450439
	Iteration 6F: 3 clusters Score -41498.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -41929.800781 Penalty: 3046.450439
	Iteration 7F: 3 clusters Score -41929.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -42193.132812 Penalty: 3046.450439
	Iteration 8Q: 3 clusters Score -42193.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -42484.949219 Penalty: 3046.450439
	Iteration 9Q: 3 clusters Score -42484.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -42551.765625 Penalty: 3046.450439
	Iteration 10Q: 3 clusters Score -42551.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -42559.656250 Penalty: 3046.450439
	Iteration 11Q: 3 clusters Score -42559.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -42559.656250 Penalty: 3046.450439
	Iteration 12F: 3 clusters Score -42559.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 263218 members 
Mstep: Class 2 contains 428 members 
Mstep: Class 3 contains 60869 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1777 members 
Mstep: Class 6 contains 182260 members 
Mstep: Class 7 contains 25542 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 4499 members 
Mstep: Class 10 contains 3806 members 
Mstep: Class 11 contains 58566 members 
Mstep: Class 12 contains 2595 members 
Mstep: Class 13 contains 68948 members 
Mstep: Class 14 contains 12085 members 
Mstep: Class 15 contains 9031 members 
Mstep: Class 16 contains 65490 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 18 contains 249748 members 
Mstep: Class 19 contains 182 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 2314 members 
Mstep: Class 22 contains 1922 members 
Mstep: Class 23 contains 2709 members 
Mstep: Class 24 contains 5546 members 
Mstep: Class 25 contains 35030 members 
Mstep: Class 26 contains 10183 members 
Mstep: Class 27 contains 11885 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 38034 members 
Mstep: Class 30 contains 13138 members 
Mstep: Class 31 contains 302 members 
Mstep: Class 32 contains 27572 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 545 members 
Mstep: Class 35 contains 25270 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 6141 members 
Mstep: Class 38 contains 6485 members 
Mstep: Class 39 contains 773 members 
Mstep: Class 40 contains 8683 members 
Mstep: Class 41 contains 283 members 
Entering Unmasked Estep 
Score: -148084800.000000 Penalty: 142708.921875
Splitting cluster 19 changes total score from -148086224.000000 to -148084800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (8201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Entering Unmasked Estep 
Score: -966997.625000 Penalty: 2234.978760
	Iteration 0F: 2 clusters Score -966997.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -960417.000000 Penalty: 4469.957520
	Iteration 0F: 3 clusters Score -960417 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -962159.062500 Penalty: 4469.957520
	Iteration 1F: 3 clusters Score -962159.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -962429.312500 Penalty: 4469.957520
	Iteration 2F: 3 clusters Score -962429.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -962621.437500 Penalty: 4469.957520
	Iteration 3F: 3 clusters Score -962621.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -962748.187500 Penalty: 4469.957520
	Iteration 4Q: 3 clusters Score -962748.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -962846.687500 Penalty: 4469.957520
	Iteration 5Q: 3 clusters Score -962846.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -962919.312500 Penalty: 4469.957520
	Iteration 6Q: 3 clusters Score -962919.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -962987.312500 Penalty: 4469.957520
	Iteration 7Q: 3 clusters Score -962987.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -963048.937500 Penalty: 4469.957520
	Iteration 8Q: 3 clusters Score -963048.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -963103.000000 Penalty: 4469.957520
	Iteration 9Q: 3 clusters Score -963103 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -963155.437500 Penalty: 4469.957520
	Iteration 10Q: 3 clusters Score -963155.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -963206.312500 Penalty: 4469.957520
	Iteration 11Q: 3 clusters Score -963206.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -963258.812500 Penalty: 4469.957520
	Iteration 12Q: 3 clusters Score -963258.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -963314.875000 Penalty: 4469.957520
	Iteration 13Q: 3 clusters Score -963314.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -963367.687500 Penalty: 4469.957520
	Iteration 14Q: 3 clusters Score -963367.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -963421.000000 Penalty: 4469.957520
	Iteration 15Q: 3 clusters Score -963421 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -963482.750000 Penalty: 4469.957520
	Iteration 16Q: 3 clusters Score -963482.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -963536.250000 Penalty: 4469.957520
	Iteration 17Q: 3 clusters Score -963536.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -963600.375000 Penalty: 4469.957520
	Iteration 18Q: 3 clusters Score -963600.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -963658.687500 Penalty: 4469.957520
	Iteration 19Q: 3 clusters Score -963658.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -963721.312500 Penalty: 4469.957520
	Iteration 20F: 3 clusters Score -963721.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -963797.000000 Penalty: 4469.957520
	Iteration 21Q: 3 clusters Score -963797 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -963871.875000 Penalty: 4469.957520
	Iteration 22Q: 3 clusters Score -963871.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -963945.187500 Penalty: 4469.957520
	Iteration 23Q: 3 clusters Score -963945.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -964003.187500 Penalty: 4469.957520
	Iteration 24Q: 3 clusters Score -964003.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -964056.437500 Penalty: 4469.957520
	Iteration 25Q: 3 clusters Score -964056.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -964099.937500 Penalty: 4469.957520
	Iteration 26Q: 3 clusters Score -964099.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -964146.937500 Penalty: 4469.957520
	Iteration 27Q: 3 clusters Score -964146.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -964194.687500 Penalty: 4469.957520
	Iteration 28Q: 3 clusters Score -964194.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -964243.937500 Penalty: 4469.957520
	Iteration 29Q: 3 clusters Score -964243.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -964294.062500 Penalty: 4469.957520
	Iteration 30Q: 3 clusters Score -964294.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -964329.250000 Penalty: 4469.957520
	Iteration 31Q: 3 clusters Score -964329.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -964356.687500 Penalty: 4469.957520
	Iteration 32Q: 3 clusters Score -964356.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -964383.250000 Penalty: 4469.957520
	Iteration 33Q: 3 clusters Score -964383.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -964407.437500 Penalty: 4469.957520
	Iteration 34Q: 3 clusters Score -964407.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -964422.937500 Penalty: 4469.957520
	Iteration 35Q: 3 clusters Score -964422.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -964448.562500 Penalty: 4469.957520
	Iteration 36Q: 3 clusters Score -964448.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -964470.500000 Penalty: 4469.957520
	Iteration 37Q: 3 clusters Score -964470.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -964489.000000 Penalty: 4469.957520
	Iteration 38Q: 3 clusters Score -964489 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -964505.937500 Penalty: 4469.957520
	Iteration 39Q: 3 clusters Score -964505.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -964522.312500 Penalty: 4469.957520
	Iteration 40F: 3 clusters Score -964522.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -964542.812500 Penalty: 4469.957520
	Iteration 41Q: 3 clusters Score -964542.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -964565.000000 Penalty: 4469.957520
	Iteration 42Q: 3 clusters Score -964565 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -964589.312500 Penalty: 4469.957520
	Iteration 43Q: 3 clusters Score -964589.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -964613.062500 Penalty: 4469.957520
	Iteration 44Q: 3 clusters Score -964613.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -964631.875000 Penalty: 4469.957520
	Iteration 45Q: 3 clusters Score -964631.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -964651.562500 Penalty: 4469.957520
	Iteration 46Q: 3 clusters Score -964651.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -964666.312500 Penalty: 4469.957520
	Iteration 47Q: 3 clusters Score -964666.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -964682.562500 Penalty: 4469.957520
	Iteration 48Q: 3 clusters Score -964682.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -964701.437500 Penalty: 4469.957520
	Iteration 49Q: 3 clusters Score -964701.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -964715.187500 Penalty: 4469.957520
	Iteration 50Q: 3 clusters Score -964715.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -964729.000000 Penalty: 4469.957520
	Iteration 51Q: 3 clusters Score -964729 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -964738.312500 Penalty: 4469.957520
	Iteration 52Q: 3 clusters Score -964738.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -964751.000000 Penalty: 4469.957520
	Iteration 53Q: 3 clusters Score -964751 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -964770.750000 Penalty: 4469.957520
	Iteration 54Q: 3 clusters Score -964770.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -964783.312500 Penalty: 4469.957520
	Iteration 55Q: 3 clusters Score -964783.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -964807.375000 Penalty: 4469.957520
	Iteration 56Q: 3 clusters Score -964807.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -964831.187500 Penalty: 4469.957520
	Iteration 57Q: 3 clusters Score -964831.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -964853.750000 Penalty: 4469.957520
	Iteration 58Q: 3 clusters Score -964853.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -964878.812500 Penalty: 4469.957520
	Iteration 59Q: 3 clusters Score -964878.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -964901.125000 Penalty: 4469.957520
	Iteration 60F: 3 clusters Score -964901.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -964923.625000 Penalty: 4469.957520
	Iteration 61Q: 3 clusters Score -964923.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -964946.562500 Penalty: 4469.957520
	Iteration 62Q: 3 clusters Score -964946.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -964969.000000 Penalty: 4469.957520
	Iteration 63Q: 3 clusters Score -964969 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -965000.875000 Penalty: 4469.957520
	Iteration 64Q: 3 clusters Score -965000.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -965030.250000 Penalty: 4469.957520
	Iteration 65Q: 3 clusters Score -965030.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -965060.062500 Penalty: 4469.957520
	Iteration 66Q: 3 clusters Score -965060.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -965081.187500 Penalty: 4469.957520
	Iteration 67Q: 3 clusters Score -965081.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -965097.750000 Penalty: 4469.957520
	Iteration 68Q: 3 clusters Score -965097.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -965108.250000 Penalty: 4469.957520
	Iteration 69Q: 3 clusters Score -965108.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -965118.937500 Penalty: 4469.957520
	Iteration 70Q: 3 clusters Score -965118.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -965136.500000 Penalty: 4469.957520
	Iteration 71Q: 3 clusters Score -965136.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -965151.125000 Penalty: 4469.957520
	Iteration 72Q: 3 clusters Score -965151.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -965166.312500 Penalty: 4469.957520
	Iteration 73Q: 3 clusters Score -965166.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -965183.437500 Penalty: 4469.957520
	Iteration 74Q: 3 clusters Score -965183.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -965201.875000 Penalty: 4469.957520
	Iteration 75Q: 3 clusters Score -965201.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -965224.875000 Penalty: 4469.957520
	Iteration 76Q: 3 clusters Score -965224.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -965248.375000 Penalty: 4469.957520
	Iteration 77Q: 3 clusters Score -965248.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -965266.625000 Penalty: 4469.957520
	Iteration 78Q: 3 clusters Score -965266.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -965283.687500 Penalty: 4469.957520
	Iteration 79Q: 3 clusters Score -965283.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -965295.500000 Penalty: 4469.957520
	Iteration 80F: 3 clusters Score -965295.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -965304.625000 Penalty: 4469.957520
	Iteration 81Q: 3 clusters Score -965304.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -965312.125000 Penalty: 4469.957520
	Iteration 82Q: 3 clusters Score -965312.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -965320.812500 Penalty: 4469.957520
	Iteration 83Q: 3 clusters Score -965320.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -965325.250000 Penalty: 4469.957520
	Iteration 84Q: 3 clusters Score -965325.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -965328.562500 Penalty: 4469.957520
	Iteration 85Q: 3 clusters Score -965328.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -965327.562500 Penalty: 4469.957520
	Iteration 86Q: 3 clusters Score -965327.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -965330.625000 Penalty: 4469.957520
	Iteration 87Q: 3 clusters Score -965330.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -965333.125000 Penalty: 4469.957520
	Iteration 88Q: 3 clusters Score -965333.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -965332.125000 Penalty: 4469.957520
	Iteration 89Q: 3 clusters Score -965332.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -965331.937500 Penalty: 4469.957520
	Iteration 90Q: 3 clusters Score -965331.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -965334.125000 Penalty: 4469.957520
	Iteration 91Q: 3 clusters Score -965334.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -965335.812500 Penalty: 4469.957520
	Iteration 92Q: 3 clusters Score -965335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -965336.375000 Penalty: 4469.957520
	Iteration 93Q: 3 clusters Score -965336.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -965336.437500 Penalty: 4469.957520
	Iteration 94Q: 3 clusters Score -965336.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -965338.687500 Penalty: 4469.957520
	Iteration 95Q: 3 clusters Score -965338.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -965339.625000 Penalty: 4469.957520
	Iteration 96Q: 3 clusters Score -965339.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -965339.625000 Penalty: 4469.957520
	Iteration 97F: 3 clusters Score -965339.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -272050.000000 Penalty: 1921.189697
	Iteration 0F: 2 clusters Score -272050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -269231.656250 Penalty: 3842.379395
	Iteration 0F: 3 clusters Score -269231.7 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -269756.937500 Penalty: 3842.379395
	Iteration 1F: 3 clusters Score -269756.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -269891.343750 Penalty: 3842.379395
	Iteration 2F: 3 clusters Score -269891.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -269973.250000 Penalty: 3842.379395
	Iteration 3Q: 3 clusters Score -269973.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -270023.156250 Penalty: 3842.379395
	Iteration 4Q: 3 clusters Score -270023.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -270059.406250 Penalty: 3842.379395
	Iteration 5Q: 3 clusters Score -270059.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -270084.218750 Penalty: 3842.379395
	Iteration 6Q: 3 clusters Score -270084.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -270106.187500 Penalty: 3842.379395
	Iteration 7Q: 3 clusters Score -270106.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -270116.343750 Penalty: 3842.379395
	Iteration 8Q: 3 clusters Score -270116.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -270125.187500 Penalty: 3842.379395
	Iteration 9Q: 3 clusters Score -270125.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -270131.937500 Penalty: 3842.379395
	Iteration 10Q: 3 clusters Score -270131.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -270138.593750 Penalty: 3842.379395
	Iteration 11Q: 3 clusters Score -270138.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -270144.843750 Penalty: 3842.379395
	Iteration 12Q: 3 clusters Score -270144.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -270151.031250 Penalty: 3842.379395
	Iteration 13Q: 3 clusters Score -270151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -270160.281250 Penalty: 3842.379395
	Iteration 14Q: 3 clusters Score -270160.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -270165.906250 Penalty: 3842.379395
	Iteration 15Q: 3 clusters Score -270165.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -270171.125000 Penalty: 3842.379395
	Iteration 16Q: 3 clusters Score -270171.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -270177.937500 Penalty: 3842.379395
	Iteration 17Q: 3 clusters Score -270177.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -270185.156250 Penalty: 3842.379395
	Iteration 18Q: 3 clusters Score -270185.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -270193.125000 Penalty: 3842.379395
	Iteration 19Q: 3 clusters Score -270193.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -270198.750000 Penalty: 3842.379395
	Iteration 20F: 3 clusters Score -270198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -270203.562500 Penalty: 3842.379395
	Iteration 21Q: 3 clusters Score -270203.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -270208.156250 Penalty: 3842.379395
	Iteration 22Q: 3 clusters Score -270208.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -270213.812500 Penalty: 3842.379395
	Iteration 23Q: 3 clusters Score -270213.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -270218.781250 Penalty: 3842.379395
	Iteration 24Q: 3 clusters Score -270218.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -270223.312500 Penalty: 3842.379395
	Iteration 25Q: 3 clusters Score -270223.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -270230.062500 Penalty: 3842.379395
	Iteration 26Q: 3 clusters Score -270230.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -270236.062500 Penalty: 3842.379395
	Iteration 27Q: 3 clusters Score -270236.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -270242.593750 Penalty: 3842.379395
	Iteration 28Q: 3 clusters Score -270242.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -270245.406250 Penalty: 3842.379395
	Iteration 29Q: 3 clusters Score -270245.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -270247.375000 Penalty: 3842.379395
	Iteration 30Q: 3 clusters Score -270247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -270249.250000 Penalty: 3842.379395
	Iteration 31Q: 3 clusters Score -270249.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -270252.343750 Penalty: 3842.379395
	Iteration 32Q: 3 clusters Score -270252.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -270254.843750 Penalty: 3842.379395
	Iteration 33Q: 3 clusters Score -270254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -270255.437500 Penalty: 3842.379395
	Iteration 34Q: 3 clusters Score -270255.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -270256.125000 Penalty: 3842.379395
	Iteration 35Q: 3 clusters Score -270256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -270256.968750 Penalty: 3842.379395
	Iteration 36Q: 3 clusters Score -270257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -270258.843750 Penalty: 3842.379395
	Iteration 37Q: 3 clusters Score -270258.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -270260.812500 Penalty: 3842.379395
	Iteration 38Q: 3 clusters Score -270260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -270261.906250 Penalty: 3842.379395
	Iteration 39Q: 3 clusters Score -270261.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -270264.125000 Penalty: 3842.379395
	Iteration 40F: 3 clusters Score -270264.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -270266.187500 Penalty: 3842.379395
	Iteration 41Q: 3 clusters Score -270266.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -270269.093750 Penalty: 3842.379395
	Iteration 42Q: 3 clusters Score -270269.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -270271.000000 Penalty: 3842.379395
	Iteration 43Q: 3 clusters Score -270271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -270275.250000 Penalty: 3842.379395
	Iteration 44Q: 3 clusters Score -270275.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -270280.562500 Penalty: 3842.379395
	Iteration 45Q: 3 clusters Score -270280.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -270286.843750 Penalty: 3842.379395
	Iteration 46Q: 3 clusters Score -270286.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -270292.718750 Penalty: 3842.379395
	Iteration 47Q: 3 clusters Score -270292.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -270296.625000 Penalty: 3842.379395
	Iteration 48Q: 3 clusters Score -270296.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -270304.437500 Penalty: 3842.379395
	Iteration 49Q: 3 clusters Score -270304.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -270311.750000 Penalty: 3842.379395
	Iteration 50Q: 3 clusters Score -270311.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -270320.718750 Penalty: 3842.379395
	Iteration 51Q: 3 clusters Score -270320.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -270332.656250 Penalty: 3842.379395
	Iteration 52Q: 3 clusters Score -270332.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -270341.968750 Penalty: 3842.379395
	Iteration 53Q: 3 clusters Score -270342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -270354.125000 Penalty: 3842.379395
	Iteration 54Q: 3 clusters Score -270354.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -270368.468750 Penalty: 3842.379395
	Iteration 55Q: 3 clusters Score -270368.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -270385.187500 Penalty: 3842.379395
	Iteration 56Q: 3 clusters Score -270385.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -270394.812500 Penalty: 3842.379395
	Iteration 57Q: 3 clusters Score -270394.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -270407.062500 Penalty: 3842.379395
	Iteration 58Q: 3 clusters Score -270407.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -270419.406250 Penalty: 3842.379395
	Iteration 59Q: 3 clusters Score -270419.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -270426.843750 Penalty: 3842.379395
	Iteration 60F: 3 clusters Score -270426.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -270431.000000 Penalty: 3842.379395
	Iteration 61Q: 3 clusters Score -270431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -270439.125000 Penalty: 3842.379395
	Iteration 62Q: 3 clusters Score -270439.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -270443.906250 Penalty: 3842.379395
	Iteration 63Q: 3 clusters Score -270443.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -270447.000000 Penalty: 3842.379395
	Iteration 64Q: 3 clusters Score -270447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -270449.875000 Penalty: 3842.379395
	Iteration 65Q: 3 clusters Score -270449.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -270455.750000 Penalty: 3842.379395
	Iteration 66Q: 3 clusters Score -270455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -270460.406250 Penalty: 3842.379395
	Iteration 67Q: 3 clusters Score -270460.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -270464.312500 Penalty: 3842.379395
	Iteration 68Q: 3 clusters Score -270464.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -270474.093750 Penalty: 3842.379395
	Iteration 69Q: 3 clusters Score -270474.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -270486.718750 Penalty: 3842.379395
	Iteration 70Q: 3 clusters Score -270486.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -270495.906250 Penalty: 3842.379395
	Iteration 71Q: 3 clusters Score -270495.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -270502.656250 Penalty: 3842.379395
	Iteration 72Q: 3 clusters Score -270502.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -270505.250000 Penalty: 3842.379395
	Iteration 73Q: 3 clusters Score -270505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -270506.468750 Penalty: 3842.379395
	Iteration 74Q: 3 clusters Score -270506.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -270506.468750 Penalty: 3842.379395
	Iteration 75F: 3 clusters Score -270506.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Entering Unmasked Estep 
Score: -234316.703125 Penalty: 1875.158081
	Iteration 0F: 2 clusters Score -234316.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -231766.546875 Penalty: 3750.316162
	Iteration 0F: 3 clusters Score -231766.5 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -232449.468750 Penalty: 3750.316162
	Iteration 1F: 3 clusters Score -232449.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -232697.312500 Penalty: 3750.316162
	Iteration 2F: 3 clusters Score -232697.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -232822.968750 Penalty: 3750.316162
	Iteration 3F: 3 clusters Score -232823 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -232920.843750 Penalty: 3750.316162
	Iteration 4Q: 3 clusters Score -232920.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -232993.843750 Penalty: 3750.316162
	Iteration 5Q: 3 clusters Score -232993.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -233068.390625 Penalty: 3750.316162
	Iteration 6Q: 3 clusters Score -233068.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -233134.687500 Penalty: 3750.316162
	Iteration 7Q: 3 clusters Score -233134.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -233203.718750 Penalty: 3750.316162
	Iteration 8Q: 3 clusters Score -233203.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -233256.343750 Penalty: 3750.316162
	Iteration 9Q: 3 clusters Score -233256.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -233286.109375 Penalty: 3750.316162
	Iteration 10Q: 3 clusters Score -233286.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -233294.000000 Penalty: 3750.316162
	Iteration 11Q: 3 clusters Score -233294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -233302.546875 Penalty: 3750.316162
	Iteration 12Q: 3 clusters Score -233302.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -233313.484375 Penalty: 3750.316162
	Iteration 13Q: 3 clusters Score -233313.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -233317.234375 Penalty: 3750.316162
	Iteration 14Q: 3 clusters Score -233317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -233318.046875 Penalty: 3750.316162
	Iteration 15Q: 3 clusters Score -233318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -233318.046875 Penalty: 3750.316162
	Iteration 16F: 3 clusters Score -233318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -314420.656250 Penalty: 1960.275146
	Iteration 0F: 2 clusters Score -314420.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -311320.125000 Penalty: 3920.550293
	Iteration 0F: 3 clusters Score -311320.1 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -311927.312500 Penalty: 3920.550293
	Iteration 1F: 3 clusters Score -311927.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -312077.750000 Penalty: 3920.550293
	Iteration 2F: 3 clusters Score -312077.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -312174.468750 Penalty: 3920.550293
	Iteration 3Q: 3 clusters Score -312174.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -312229.937500 Penalty: 3920.550293
	Iteration 4Q: 3 clusters Score -312229.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -312273.625000 Penalty: 3920.550293
	Iteration 5Q: 3 clusters Score -312273.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -312295.500000 Penalty: 3920.550293
	Iteration 6Q: 3 clusters Score -312295.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -312307.687500 Penalty: 3920.550293
	Iteration 7Q: 3 clusters Score -312307.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -312316.281250 Penalty: 3920.550293
	Iteration 8Q: 3 clusters Score -312316.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -312323.125000 Penalty: 3920.550293
	Iteration 9Q: 3 clusters Score -312323.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -312327.843750 Penalty: 3920.550293
	Iteration 10Q: 3 clusters Score -312327.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -312331.406250 Penalty: 3920.550293
	Iteration 11Q: 3 clusters Score -312331.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -312335.031250 Penalty: 3920.550293
	Iteration 12Q: 3 clusters Score -312335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -312337.812500 Penalty: 3920.550293
	Iteration 13Q: 3 clusters Score -312337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -312339.000000 Penalty: 3920.550293
	Iteration 14Q: 3 clusters Score -312339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -312340.937500 Penalty: 3920.550293
	Iteration 15Q: 3 clusters Score -312340.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -312341.312500 Penalty: 3920.550293
	Iteration 16Q: 3 clusters Score -312341.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -312341.906250 Penalty: 3920.550293
	Iteration 17Q: 3 clusters Score -312341.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -312342.156250 Penalty: 3920.550293
	Iteration 18Q: 3 clusters Score -312342.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -312341.750000 Penalty: 3920.550293
	Iteration 19Q: 3 clusters Score -312341.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -312341.750000 Penalty: 3920.550293
	Iteration 20F: 3 clusters Score -312341.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Entering Unmasked Estep 
Score: -650510.812500 Penalty: 2137.966553
	Iteration 0F: 2 clusters Score -650510.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -645682.687500 Penalty: 4275.933105
	Iteration 0F: 3 clusters Score -645682.7 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -646963.312500 Penalty: 4275.933105
	Iteration 1F: 3 clusters Score -646963.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -647311.187500 Penalty: 4275.933105
	Iteration 2F: 3 clusters Score -647311.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -647642.375000 Penalty: 4275.933105
	Iteration 3F: 3 clusters Score -647642.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -647934.875000 Penalty: 4275.933105
	Iteration 4F: 3 clusters Score -647934.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -648167.812500 Penalty: 4275.933105
	Iteration 5F: 3 clusters Score -648167.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -648375.125000 Penalty: 4275.933105
	Iteration 6F: 3 clusters Score -648375.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -648552.500000 Penalty: 4275.933105
	Iteration 7Q: 3 clusters Score -648552.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -648678.812500 Penalty: 4275.933105
	Iteration 8Q: 3 clusters Score -648678.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -648763.500000 Penalty: 4275.933105
	Iteration 9Q: 3 clusters Score -648763.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -648830.312500 Penalty: 4275.933105
	Iteration 10Q: 3 clusters Score -648830.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -648876.625000 Penalty: 4275.933105
	Iteration 11Q: 3 clusters Score -648876.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -648907.687500 Penalty: 4275.933105
	Iteration 12Q: 3 clusters Score -648907.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -648940.125000 Penalty: 4275.933105
	Iteration 13Q: 3 clusters Score -648940.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -648962.250000 Penalty: 4275.933105
	Iteration 14Q: 3 clusters Score -648962.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -648983.812500 Penalty: 4275.933105
	Iteration 15Q: 3 clusters Score -648983.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -648995.812500 Penalty: 4275.933105
	Iteration 16Q: 3 clusters Score -648995.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -649007.812500 Penalty: 4275.933105
	Iteration 17Q: 3 clusters Score -649007.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -649020.937500 Penalty: 4275.933105
	Iteration 18Q: 3 clusters Score -649020.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -649029.312500 Penalty: 4275.933105
	Iteration 19Q: 3 clusters Score -649029.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -649041.000000 Penalty: 4275.933105
	Iteration 20F: 3 clusters Score -649041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -649047.750000 Penalty: 4275.933105
	Iteration 21Q: 3 clusters Score -649047.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -649052.562500 Penalty: 4275.933105
	Iteration 22Q: 3 clusters Score -649052.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -649058.187500 Penalty: 4275.933105
	Iteration 23Q: 3 clusters Score -649058.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -649062.812500 Penalty: 4275.933105
	Iteration 24Q: 3 clusters Score -649062.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -649064.625000 Penalty: 4275.933105
	Iteration 25Q: 3 clusters Score -649064.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -649063.812500 Penalty: 4275.933105
	Iteration 26Q: 3 clusters Score -649063.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -649065.000000 Penalty: 4275.933105
	Iteration 27Q: 3 clusters Score -649065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -649065.000000 Penalty: 4275.933105
	Iteration 28F: 3 clusters Score -649065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (35030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Entering Unmasked Estep 
Score: -4182245.750000 Penalty: 2595.062012
	Iteration 0F: 2 clusters Score -4182246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -4158345.000000 Penalty: 5190.124023
	Iteration 0F: 3 clusters Score -4158345 nChanged 15941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -4167083.750000 Penalty: 5190.124023
	Iteration 1F: 3 clusters Score -4167084 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -4167695.250000 Penalty: 5190.124023
	Iteration 2Q: 3 clusters Score -4167695 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -4168445.750000 Penalty: 5190.124023
	Iteration 3Q: 3 clusters Score -4168446 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -4169468.250000 Penalty: 5190.124023
	Iteration 4F: 3 clusters Score -4169468 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -4170985.750000 Penalty: 5190.124023
	Iteration 5F: 3 clusters Score -4170986 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -4173199.000000 Penalty: 5190.124023
	Iteration 6F: 3 clusters Score -4173199 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -4175664.500000 Penalty: 5190.124023
	Iteration 7F: 3 clusters Score -4175664 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -4177808.750000 Penalty: 5190.124023
	Iteration 8F: 3 clusters Score -4177809 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -4179218.000000 Penalty: 5190.124023
	Iteration 9Q: 3 clusters Score -4179218 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -4179978.750000 Penalty: 5190.124023
	Iteration 10Q: 3 clusters Score -4179979 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -4180360.250000 Penalty: 5190.124023
	Iteration 11Q: 3 clusters Score -4180360 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -4180545.000000 Penalty: 5190.124023
	Iteration 12Q: 3 clusters Score -4180545 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -4180652.500000 Penalty: 5190.124023
	Iteration 13Q: 3 clusters Score -4180652 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -4180732.250000 Penalty: 5190.124023
	Iteration 14Q: 3 clusters Score -4180732 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -4180780.500000 Penalty: 5190.124023
	Iteration 15Q: 3 clusters Score -4180780 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -4180796.500000 Penalty: 5190.124023
	Iteration 16Q: 3 clusters Score -4180796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -4180817.250000 Penalty: 5190.124023
	Iteration 17Q: 3 clusters Score -4180817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -4180829.000000 Penalty: 5190.124023
	Iteration 18Q: 3 clusters Score -4180829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -4180842.250000 Penalty: 5190.124023
	Iteration 19Q: 3 clusters Score -4180842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -4180852.750000 Penalty: 5190.124023
	Iteration 20F: 3 clusters Score -4180853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -4180850.000000 Penalty: 5190.124023
	Iteration 21Q: 3 clusters Score -4180850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -4180855.500000 Penalty: 5190.124023
	Iteration 22Q: 3 clusters Score -4180856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -4180865.750000 Penalty: 5190.124023
	Iteration 23Q: 3 clusters Score -4180866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -4180867.250000 Penalty: 5190.124023
	Iteration 24Q: 3 clusters Score -4180867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -4180878.000000 Penalty: 5190.124023
	Iteration 25Q: 3 clusters Score -4180878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -4180879.500000 Penalty: 5190.124023
	Iteration 26Q: 3 clusters Score -4180880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -4180882.500000 Penalty: 5190.124023
	Iteration 27Q: 3 clusters Score -4180882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -4180888.250000 Penalty: 5190.124023
	Iteration 28Q: 3 clusters Score -4180888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -4180889.000000 Penalty: 5190.124023
	Iteration 29Q: 3 clusters Score -4180889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -4180889.250000 Penalty: 5190.124023
	Iteration 30Q: 3 clusters Score -4180889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -4180892.500000 Penalty: 5190.124023
	Iteration 31Q: 3 clusters Score -4180892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -4180894.750000 Penalty: 5190.124023
	Iteration 32Q: 3 clusters Score -4180895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -4180901.500000 Penalty: 5190.124023
	Iteration 33Q: 3 clusters Score -4180902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -4180915.250000 Penalty: 5190.124023
	Iteration 34Q: 3 clusters Score -4180915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -4180929.750000 Penalty: 5190.124023
	Iteration 35Q: 3 clusters Score -4180930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -4180953.250000 Penalty: 5190.124023
	Iteration 36Q: 3 clusters Score -4180953 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -4180975.250000 Penalty: 5190.124023
	Iteration 37Q: 3 clusters Score -4180975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -4181005.750000 Penalty: 5190.124023
	Iteration 38Q: 3 clusters Score -4181006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -4181049.000000 Penalty: 5190.124023
	Iteration 39Q: 3 clusters Score -4181049 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -4181108.250000 Penalty: 5190.124023
	Iteration 40F: 3 clusters Score -4181108 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -4181163.000000 Penalty: 5190.124023
	Iteration 41Q: 3 clusters Score -4181163 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -4181200.750000 Penalty: 5190.124023
	Iteration 42Q: 3 clusters Score -4181201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -4181216.500000 Penalty: 5190.124023
	Iteration 43Q: 3 clusters Score -4181216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -4181233.500000 Penalty: 5190.124023
	Iteration 44Q: 3 clusters Score -4181234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -4181241.500000 Penalty: 5190.124023
	Iteration 45Q: 3 clusters Score -4181242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -4181242.750000 Penalty: 5190.124023
	Iteration 46Q: 3 clusters Score -4181243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -4181247.000000 Penalty: 5190.124023
	Iteration 47Q: 3 clusters Score -4181247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -4181257.000000 Penalty: 5190.124023
	Iteration 48Q: 3 clusters Score -4181257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -4181253.250000 Penalty: 5190.124023
	Iteration 49Q: 3 clusters Score -4181253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -4181253.250000 Penalty: 5190.124023
	Iteration 50F: 3 clusters Score -4181253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Entering Unmasked Estep 
Score: -1257886.375000 Penalty: 2288.661621
	Iteration 0F: 2 clusters Score -1257886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1250114.625000 Penalty: 4577.323242
	Iteration 0F: 3 clusters Score -1250115 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1252337.750000 Penalty: 4577.323242
	Iteration 1F: 3 clusters Score -1252338 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1252585.500000 Penalty: 4577.323242
	Iteration 2F: 3 clusters Score -1252586 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1252757.500000 Penalty: 4577.323242
	Iteration 3Q: 3 clusters Score -1252758 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1252883.500000 Penalty: 4577.323242
	Iteration 4Q: 3 clusters Score -1252884 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1252983.375000 Penalty: 4577.323242
	Iteration 5Q: 3 clusters Score -1252983 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1253071.375000 Penalty: 4577.323242
	Iteration 6Q: 3 clusters Score -1253071 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1253137.625000 Penalty: 4577.323242
	Iteration 7Q: 3 clusters Score -1253138 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1253205.500000 Penalty: 4577.323242
	Iteration 8Q: 3 clusters Score -1253206 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1253278.125000 Penalty: 4577.323242
	Iteration 9Q: 3 clusters Score -1253278 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1253336.500000 Penalty: 4577.323242
	Iteration 10Q: 3 clusters Score -1253336 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1253394.500000 Penalty: 4577.323242
	Iteration 11Q: 3 clusters Score -1253394 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1253441.000000 Penalty: 4577.323242
	Iteration 12Q: 3 clusters Score -1253441 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1253493.750000 Penalty: 4577.323242
	Iteration 13Q: 3 clusters Score -1253494 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1253538.750000 Penalty: 4577.323242
	Iteration 14Q: 3 clusters Score -1253539 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1253597.750000 Penalty: 4577.323242
	Iteration 15Q: 3 clusters Score -1253598 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1253667.375000 Penalty: 4577.323242
	Iteration 16Q: 3 clusters Score -1253667 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1253728.375000 Penalty: 4577.323242
	Iteration 17Q: 3 clusters Score -1253728 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1253809.875000 Penalty: 4577.323242
	Iteration 18Q: 3 clusters Score -1253810 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1253899.125000 Penalty: 4577.323242
	Iteration 19Q: 3 clusters Score -1253899 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1254029.375000 Penalty: 4577.323242
	Iteration 20F: 3 clusters Score -1254029 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1254191.625000 Penalty: 4577.323242
	Iteration 21Q: 3 clusters Score -1254192 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1254391.375000 Penalty: 4577.323242
	Iteration 22Q: 3 clusters Score -1254391 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1254618.250000 Penalty: 4577.323242
	Iteration 23Q: 3 clusters Score -1254618 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1254850.250000 Penalty: 4577.323242
	Iteration 24Q: 3 clusters Score -1254850 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1255101.875000 Penalty: 4577.323242
	Iteration 25Q: 3 clusters Score -1255102 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1255289.000000 Penalty: 4577.323242
	Iteration 26Q: 3 clusters Score -1255289 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1255460.750000 Penalty: 4577.323242
	Iteration 27Q: 3 clusters Score -1255461 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1255573.250000 Penalty: 4577.323242
	Iteration 28Q: 3 clusters Score -1255573 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1255659.750000 Penalty: 4577.323242
	Iteration 29Q: 3 clusters Score -1255660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1255715.000000 Penalty: 4577.323242
	Iteration 30Q: 3 clusters Score -1255715 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1255760.500000 Penalty: 4577.323242
	Iteration 31Q: 3 clusters Score -1255760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1255797.875000 Penalty: 4577.323242
	Iteration 32Q: 3 clusters Score -1255798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1255818.875000 Penalty: 4577.323242
	Iteration 33Q: 3 clusters Score -1255819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1255828.125000 Penalty: 4577.323242
	Iteration 34Q: 3 clusters Score -1255828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1255841.750000 Penalty: 4577.323242
	Iteration 35Q: 3 clusters Score -1255842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1255852.625000 Penalty: 4577.323242
	Iteration 36Q: 3 clusters Score -1255853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1255857.750000 Penalty: 4577.323242
	Iteration 37Q: 3 clusters Score -1255858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1255858.625000 Penalty: 4577.323242
	Iteration 38Q: 3 clusters Score -1255859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1255863.750000 Penalty: 4577.323242
	Iteration 39Q: 3 clusters Score -1255864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1255867.250000 Penalty: 4577.323242
	Iteration 40F: 3 clusters Score -1255867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1255867.625000 Penalty: 4577.323242
	Iteration 41Q: 3 clusters Score -1255868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1255872.500000 Penalty: 4577.323242
	Iteration 42Q: 3 clusters Score -1255872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1255874.625000 Penalty: 4577.323242
	Iteration 43Q: 3 clusters Score -1255875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1255876.500000 Penalty: 4577.323242
	Iteration 44Q: 3 clusters Score -1255876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1255881.250000 Penalty: 4577.323242
	Iteration 45Q: 3 clusters Score -1255881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1255893.000000 Penalty: 4577.323242
	Iteration 46Q: 3 clusters Score -1255893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1255903.500000 Penalty: 4577.323242
	Iteration 47Q: 3 clusters Score -1255904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1255910.625000 Penalty: 4577.323242
	Iteration 48Q: 3 clusters Score -1255911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1255911.875000 Penalty: 4577.323242
	Iteration 49Q: 3 clusters Score -1255912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1255913.375000 Penalty: 4577.323242
	Iteration 50Q: 3 clusters Score -1255913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1255916.500000 Penalty: 4577.323242
	Iteration 51Q: 3 clusters Score -1255916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1255918.125000 Penalty: 4577.323242
	Iteration 52Q: 3 clusters Score -1255918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1255922.625000 Penalty: 4577.323242
	Iteration 53Q: 3 clusters Score -1255923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1255933.000000 Penalty: 4577.323242
	Iteration 54Q: 3 clusters Score -1255933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1255939.625000 Penalty: 4577.323242
	Iteration 55Q: 3 clusters Score -1255940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1255943.500000 Penalty: 4577.323242
	Iteration 56Q: 3 clusters Score -1255944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1255949.500000 Penalty: 4577.323242
	Iteration 57Q: 3 clusters Score -1255950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1255950.000000 Penalty: 4577.323242
	Iteration 58Q: 3 clusters Score -1255950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1255954.000000 Penalty: 4577.323242
	Iteration 59Q: 3 clusters Score -1255954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1255960.375000 Penalty: 4577.323242
	Iteration 60F: 3 clusters Score -1255960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1255966.000000 Penalty: 4577.323242
	Iteration 61Q: 3 clusters Score -1255966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1255974.000000 Penalty: 4577.323242
	Iteration 62Q: 3 clusters Score -1255974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1255979.500000 Penalty: 4577.323242
	Iteration 63Q: 3 clusters Score -1255980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1255980.000000 Penalty: 4577.323242
	Iteration 64Q: 3 clusters Score -1255980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1255980.000000 Penalty: 4577.323242
	Iteration 65F: 3 clusters Score -1255980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Entering Unmasked Estep 
Score: -1484003.500000 Penalty: 2326.992188
	Iteration 0F: 2 clusters Score -1484004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1475175.375000 Penalty: 4653.984375
	Iteration 0F: 3 clusters Score -1475175 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1477875.625000 Penalty: 4653.984375
	Iteration 1F: 3 clusters Score -1477876 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1478214.625000 Penalty: 4653.984375
	Iteration 2F: 3 clusters Score -1478215 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1478456.625000 Penalty: 4653.984375
	Iteration 3F: 3 clusters Score -1478457 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1478648.625000 Penalty: 4653.984375
	Iteration 4Q: 3 clusters Score -1478649 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1478822.375000 Penalty: 4653.984375
	Iteration 5Q: 3 clusters Score -1478822 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1479047.500000 Penalty: 4653.984375
	Iteration 6Q: 3 clusters Score -1479048 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1479364.500000 Penalty: 4653.984375
	Iteration 7Q: 3 clusters Score -1479364 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1479666.750000 Penalty: 4653.984375
	Iteration 8Q: 3 clusters Score -1479667 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1480062.125000 Penalty: 4653.984375
	Iteration 9Q: 3 clusters Score -1480062 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1480539.125000 Penalty: 4653.984375
	Iteration 10F: 3 clusters Score -1480539 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1481049.500000 Penalty: 4653.984375
	Iteration 11F: 3 clusters Score -1481050 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1481473.375000 Penalty: 4653.984375
	Iteration 12Q: 3 clusters Score -1481473 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1481680.375000 Penalty: 4653.984375
	Iteration 13Q: 3 clusters Score -1481680 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1481770.375000 Penalty: 4653.984375
	Iteration 14Q: 3 clusters Score -1481770 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1481807.500000 Penalty: 4653.984375
	Iteration 15Q: 3 clusters Score -1481808 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1481826.875000 Penalty: 4653.984375
	Iteration 16Q: 3 clusters Score -1481827 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1481835.000000 Penalty: 4653.984375
	Iteration 17Q: 3 clusters Score -1481835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1481832.625000 Penalty: 4653.984375
	Iteration 18Q: 3 clusters Score -1481833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1481843.875000 Penalty: 4653.984375
	Iteration 19Q: 3 clusters Score -1481844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1481847.250000 Penalty: 4653.984375
	Iteration 20F: 3 clusters Score -1481847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1481854.750000 Penalty: 4653.984375
	Iteration 21Q: 3 clusters Score -1481855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1481858.500000 Penalty: 4653.984375
	Iteration 22Q: 3 clusters Score -1481858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1481856.375000 Penalty: 4653.984375
	Iteration 23Q: 3 clusters Score -1481856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1481859.625000 Penalty: 4653.984375
	Iteration 24Q: 3 clusters Score -1481860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1481862.500000 Penalty: 4653.984375
	Iteration 25Q: 3 clusters Score -1481862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1481864.125000 Penalty: 4653.984375
	Iteration 26Q: 3 clusters Score -1481864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1481864.500000 Penalty: 4653.984375
	Iteration 27Q: 3 clusters Score -1481864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1481863.500000 Penalty: 4653.984375
	Iteration 28Q: 3 clusters Score -1481864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1481865.000000 Penalty: 4653.984375
	Iteration 29Q: 3 clusters Score -1481865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1481866.000000 Penalty: 4653.984375
	Iteration 30Q: 3 clusters Score -1481866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1481864.250000 Penalty: 4653.984375
	Iteration 31Q: 3 clusters Score -1481864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1481864.250000 Penalty: 4653.984375
	Iteration 32F: 3 clusters Score -1481864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Entering Unmasked Estep 
Score: -187624.812500 Penalty: 1854.866333
	Iteration 0F: 2 clusters Score -187624.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -185133.250000 Penalty: 3709.732666
	Iteration 0F: 3 clusters Score -185133.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -185600.000000 Penalty: 3709.732666
	Iteration 1F: 3 clusters Score -185600 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -185752.515625 Penalty: 3709.732666
	Iteration 2F: 3 clusters Score -185752.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -185874.937500 Penalty: 3709.732666
	Iteration 3F: 3 clusters Score -185874.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -185974.359375 Penalty: 3709.732666
	Iteration 4Q: 3 clusters Score -185974.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -186054.828125 Penalty: 3709.732666
	Iteration 5Q: 3 clusters Score -186054.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -186106.265625 Penalty: 3709.732666
	Iteration 6Q: 3 clusters Score -186106.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -186147.218750 Penalty: 3709.732666
	Iteration 7Q: 3 clusters Score -186147.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -186173.078125 Penalty: 3709.732666
	Iteration 8Q: 3 clusters Score -186173.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -186202.421875 Penalty: 3709.732666
	Iteration 9Q: 3 clusters Score -186202.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -186228.000000 Penalty: 3709.732666
	Iteration 10Q: 3 clusters Score -186228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -186251.828125 Penalty: 3709.732666
	Iteration 11Q: 3 clusters Score -186251.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -186275.828125 Penalty: 3709.732666
	Iteration 12Q: 3 clusters Score -186275.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -186293.656250 Penalty: 3709.732666
	Iteration 13Q: 3 clusters Score -186293.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -186306.625000 Penalty: 3709.732666
	Iteration 14Q: 3 clusters Score -186306.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -186322.203125 Penalty: 3709.732666
	Iteration 15Q: 3 clusters Score -186322.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -186331.343750 Penalty: 3709.732666
	Iteration 16Q: 3 clusters Score -186331.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -186334.718750 Penalty: 3709.732666
	Iteration 17Q: 3 clusters Score -186334.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -186336.734375 Penalty: 3709.732666
	Iteration 18Q: 3 clusters Score -186336.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -186337.875000 Penalty: 3709.732666
	Iteration 19Q: 3 clusters Score -186337.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -186337.875000 Penalty: 3709.732666
	Iteration 20F: 3 clusters Score -186337.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Entering Unmasked Estep 
Score: -4430131.500000 Penalty: 2615.466553
	Iteration 0F: 2 clusters Score -4430132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -4404110.000000 Penalty: 5230.933105
	Iteration 0F: 3 clusters Score -4404110 nChanged 17377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -4414072.500000 Penalty: 5230.933105
	Iteration 1F: 3 clusters Score -4414072 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -4414905.500000 Penalty: 5230.933105
	Iteration 2F: 3 clusters Score -4414906 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -4415819.500000 Penalty: 5230.933105
	Iteration 3F: 3 clusters Score -4415820 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -4417073.500000 Penalty: 5230.933105
	Iteration 4F: 3 clusters Score -4417074 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -4418789.500000 Penalty: 5230.933105
	Iteration 5F: 3 clusters Score -4418790 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -4420683.000000 Penalty: 5230.933105
	Iteration 6F: 3 clusters Score -4420683 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -4422503.500000 Penalty: 5230.933105
	Iteration 7F: 3 clusters Score -4422504 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -4424137.500000 Penalty: 5230.933105
	Iteration 8F: 3 clusters Score -4424138 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -4425416.000000 Penalty: 5230.933105
	Iteration 9Q: 3 clusters Score -4425416 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -4426270.500000 Penalty: 5230.933105
	Iteration 10Q: 3 clusters Score -4426270 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -4426936.000000 Penalty: 5230.933105
	Iteration 11Q: 3 clusters Score -4426936 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -4427448.500000 Penalty: 5230.933105
	Iteration 12Q: 3 clusters Score -4427448 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -4427711.500000 Penalty: 5230.933105
	Iteration 13Q: 3 clusters Score -4427712 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -4427872.500000 Penalty: 5230.933105
	Iteration 14Q: 3 clusters Score -4427872 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -4427961.500000 Penalty: 5230.933105
	Iteration 15Q: 3 clusters Score -4427962 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -4428004.000000 Penalty: 5230.933105
	Iteration 16Q: 3 clusters Score -4428004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -4428029.000000 Penalty: 5230.933105
	Iteration 17Q: 3 clusters Score -4428029 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -4428054.500000 Penalty: 5230.933105
	Iteration 18Q: 3 clusters Score -4428054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -4428056.000000 Penalty: 5230.933105
	Iteration 19Q: 3 clusters Score -4428056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -4428060.500000 Penalty: 5230.933105
	Iteration 20F: 3 clusters Score -4428060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -4428075.500000 Penalty: 5230.933105
	Iteration 21Q: 3 clusters Score -4428076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -4428083.500000 Penalty: 5230.933105
	Iteration 22Q: 3 clusters Score -4428084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -4428089.500000 Penalty: 5230.933105
	Iteration 23Q: 3 clusters Score -4428090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -4428096.000000 Penalty: 5230.933105
	Iteration 24Q: 3 clusters Score -4428096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -4428101.500000 Penalty: 5230.933105
	Iteration 25Q: 3 clusters Score -4428102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -4428097.000000 Penalty: 5230.933105
	Iteration 26Q: 3 clusters Score -4428097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -4428111.000000 Penalty: 5230.933105
	Iteration 27Q: 3 clusters Score -4428111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -4428114.500000 Penalty: 5230.933105
	Iteration 28Q: 3 clusters Score -4428114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -4428121.500000 Penalty: 5230.933105
	Iteration 29Q: 3 clusters Score -4428122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -4428119.500000 Penalty: 5230.933105
	Iteration 30Q: 3 clusters Score -4428120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 37001 members 
Entering Unmasked Estep 
Score: -4428122.000000 Penalty: 5230.933105
	Iteration 31Q: 3 clusters Score -4428122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -4428122.000000 Penalty: 5230.933105
	Iteration 32Q: 3 clusters Score -4428122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -4428120.500000 Penalty: 5230.933105
	Iteration 33Q: 3 clusters Score -4428120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -4428125.500000 Penalty: 5230.933105
	Iteration 34Q: 3 clusters Score -4428126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -4428133.000000 Penalty: 5230.933105
	Iteration 35Q: 3 clusters Score -4428133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -4428129.000000 Penalty: 5230.933105
	Iteration 36Q: 3 clusters Score -4428129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -4428132.500000 Penalty: 5230.933105
	Iteration 37Q: 3 clusters Score -4428132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -4428135.500000 Penalty: 5230.933105
	Iteration 38Q: 3 clusters Score -4428136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -4428134.000000 Penalty: 5230.933105
	Iteration 39Q: 3 clusters Score -4428134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -4428134.000000 Penalty: 5230.933105
	Iteration 40F: 3 clusters Score -4428134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Entering Unmasked Estep 
Score: -1643518.250000 Penalty: 2351.849365
	Iteration 0F: 2 clusters Score -1643518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1633896.125000 Penalty: 4703.698730
	Iteration 0F: 3 clusters Score -1633896 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1636943.250000 Penalty: 4703.698730
	Iteration 1F: 3 clusters Score -1636943 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1637397.250000 Penalty: 4703.698730
	Iteration 2F: 3 clusters Score -1637397 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1637862.500000 Penalty: 4703.698730
	Iteration 3F: 3 clusters Score -1637862 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1638413.750000 Penalty: 4703.698730
	Iteration 4F: 3 clusters Score -1638414 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1639024.625000 Penalty: 4703.698730
	Iteration 5F: 3 clusters Score -1639025 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1639591.500000 Penalty: 4703.698730
	Iteration 6F: 3 clusters Score -1639592 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1640123.125000 Penalty: 4703.698730
	Iteration 7F: 3 clusters Score -1640123 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1640558.125000 Penalty: 4703.698730
	Iteration 8Q: 3 clusters Score -1640558 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1640898.750000 Penalty: 4703.698730
	Iteration 9Q: 3 clusters Score -1640899 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1641180.000000 Penalty: 4703.698730
	Iteration 10Q: 3 clusters Score -1641180 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1641353.875000 Penalty: 4703.698730
	Iteration 11Q: 3 clusters Score -1641354 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1641453.625000 Penalty: 4703.698730
	Iteration 12Q: 3 clusters Score -1641454 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -1641504.125000 Penalty: 4703.698730
	Iteration 13Q: 3 clusters Score -1641504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1641529.250000 Penalty: 4703.698730
	Iteration 14Q: 3 clusters Score -1641529 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1641556.375000 Penalty: 4703.698730
	Iteration 15Q: 3 clusters Score -1641556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1641570.250000 Penalty: 4703.698730
	Iteration 16Q: 3 clusters Score -1641570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1641584.750000 Penalty: 4703.698730
	Iteration 17Q: 3 clusters Score -1641585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1641600.500000 Penalty: 4703.698730
	Iteration 18Q: 3 clusters Score -1641600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1641612.375000 Penalty: 4703.698730
	Iteration 19Q: 3 clusters Score -1641612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1641615.250000 Penalty: 4703.698730
	Iteration 20F: 3 clusters Score -1641615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1641619.125000 Penalty: 4703.698730
	Iteration 21Q: 3 clusters Score -1641619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1641621.875000 Penalty: 4703.698730
	Iteration 22Q: 3 clusters Score -1641622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1641626.125000 Penalty: 4703.698730
	Iteration 23Q: 3 clusters Score -1641626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1641628.000000 Penalty: 4703.698730
	Iteration 24Q: 3 clusters Score -1641628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1641630.125000 Penalty: 4703.698730
	Iteration 25Q: 3 clusters Score -1641630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1641632.750000 Penalty: 4703.698730
	Iteration 26Q: 3 clusters Score -1641633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1641637.000000 Penalty: 4703.698730
	Iteration 27Q: 3 clusters Score -1641637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1641636.125000 Penalty: 4703.698730
	Iteration 28Q: 3 clusters Score -1641636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1641636.125000 Penalty: 4703.698730
	Iteration 29F: 3 clusters Score -1641636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Entering Unmasked Estep 
Score: -26984.328125 Penalty: 1416.185791
	Iteration 0F: 2 clusters Score -26984.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25809.593750 Penalty: 2832.371582
	Iteration 0F: 3 clusters Score -25809.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26040.449219 Penalty: 2832.371582
	Iteration 1F: 3 clusters Score -26040.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -26166.921875 Penalty: 2832.371582
	Iteration 2F: 3 clusters Score -26166.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26336.113281 Penalty: 2832.371582
	Iteration 3F: 3 clusters Score -26336.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26428.910156 Penalty: 2832.371582
	Iteration 4Q: 3 clusters Score -26428.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -26495.384766 Penalty: 2832.371582
	Iteration 5Q: 3 clusters Score -26495.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26557.648438 Penalty: 2832.371582
	Iteration 6Q: 3 clusters Score -26557.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -26628.205078 Penalty: 2832.371582
	Iteration 7Q: 3 clusters Score -26628.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26698.457031 Penalty: 2832.371582
	Iteration 8Q: 3 clusters Score -26698.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26698.457031 Penalty: 2832.371582
	Iteration 9F: 3 clusters Score -26698.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (27572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Entering Unmasked Estep 
Score: -3303871.500000 Penalty: 2535.689941
	Iteration 0F: 2 clusters Score -3303872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3284879.500000 Penalty: 5071.379883
	Iteration 0F: 3 clusters Score -3284880 nChanged 12403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -3291546.500000 Penalty: 5071.379883
	Iteration 1F: 3 clusters Score -3291546 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3292180.750000 Penalty: 5071.379883
	Iteration 2F: 3 clusters Score -3292181 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -3292814.500000 Penalty: 5071.379883
	Iteration 3F: 3 clusters Score -3292814 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -3293481.500000 Penalty: 5071.379883
	Iteration 4F: 3 clusters Score -3293482 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -3294197.500000 Penalty: 5071.379883
	Iteration 5Q: 3 clusters Score -3294198 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -3294982.500000 Penalty: 5071.379883
	Iteration 6F: 3 clusters Score -3294982 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3295780.250000 Penalty: 5071.379883
	Iteration 7Q: 3 clusters Score -3295780 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3296556.500000 Penalty: 5071.379883
	Iteration 8Q: 3 clusters Score -3296556 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3297286.750000 Penalty: 5071.379883
	Iteration 9Q: 3 clusters Score -3297287 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -3298015.250000 Penalty: 5071.379883
	Iteration 10Q: 3 clusters Score -3298015 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3298635.250000 Penalty: 5071.379883
	Iteration 11Q: 3 clusters Score -3298635 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3299119.750000 Penalty: 5071.379883
	Iteration 12Q: 3 clusters Score -3299120 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -3299455.500000 Penalty: 5071.379883
	Iteration 13Q: 3 clusters Score -3299456 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -3299707.750000 Penalty: 5071.379883
	Iteration 14Q: 3 clusters Score -3299708 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3299927.000000 Penalty: 5071.379883
	Iteration 15Q: 3 clusters Score -3299927 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3300039.750000 Penalty: 5071.379883
	Iteration 16Q: 3 clusters Score -3300040 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -3300135.500000 Penalty: 5071.379883
	Iteration 17Q: 3 clusters Score -3300136 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -3300210.000000 Penalty: 5071.379883
	Iteration 18Q: 3 clusters Score -3300210 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -3300269.250000 Penalty: 5071.379883
	Iteration 19Q: 3 clusters Score -3300269 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -3300316.000000 Penalty: 5071.379883
	Iteration 20F: 3 clusters Score -3300316 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3300364.500000 Penalty: 5071.379883
	Iteration 21Q: 3 clusters Score -3300364 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3300407.000000 Penalty: 5071.379883
	Iteration 22Q: 3 clusters Score -3300407 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -3300433.000000 Penalty: 5071.379883
	Iteration 23Q: 3 clusters Score -3300433 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3300443.250000 Penalty: 5071.379883
	Iteration 24Q: 3 clusters Score -3300443 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -3300457.500000 Penalty: 5071.379883
	Iteration 25Q: 3 clusters Score -3300458 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -3300460.750000 Penalty: 5071.379883
	Iteration 26Q: 3 clusters Score -3300461 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -3300466.000000 Penalty: 5071.379883
	Iteration 27Q: 3 clusters Score -3300466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -3300474.250000 Penalty: 5071.379883
	Iteration 28Q: 3 clusters Score -3300474 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -3300486.000000 Penalty: 5071.379883
	Iteration 29Q: 3 clusters Score -3300486 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -3300495.000000 Penalty: 5071.379883
	Iteration 30Q: 3 clusters Score -3300495 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3300502.000000 Penalty: 5071.379883
	Iteration 31Q: 3 clusters Score -3300502 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -3300517.500000 Penalty: 5071.379883
	Iteration 32Q: 3 clusters Score -3300518 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3300532.750000 Penalty: 5071.379883
	Iteration 33Q: 3 clusters Score -3300533 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -3300541.250000 Penalty: 5071.379883
	Iteration 34Q: 3 clusters Score -3300541 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3300558.500000 Penalty: 5071.379883
	Iteration 35Q: 3 clusters Score -3300558 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -3300563.750000 Penalty: 5071.379883
	Iteration 36Q: 3 clusters Score -3300564 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -3300584.750000 Penalty: 5071.379883
	Iteration 37Q: 3 clusters Score -3300585 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -3300593.750000 Penalty: 5071.379883
	Iteration 38Q: 3 clusters Score -3300594 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -3300596.750000 Penalty: 5071.379883
	Iteration 39Q: 3 clusters Score -3300597 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3300614.000000 Penalty: 5071.379883
	Iteration 40F: 3 clusters Score -3300614 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -3300631.000000 Penalty: 5071.379883
	Iteration 41Q: 3 clusters Score -3300631 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -3300652.250000 Penalty: 5071.379883
	Iteration 42Q: 3 clusters Score -3300652 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -3300666.750000 Penalty: 5071.379883
	Iteration 43Q: 3 clusters Score -3300667 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -3300689.500000 Penalty: 5071.379883
	Iteration 44Q: 3 clusters Score -3300690 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -3300713.000000 Penalty: 5071.379883
	Iteration 45Q: 3 clusters Score -3300713 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -3300741.750000 Penalty: 5071.379883
	Iteration 46Q: 3 clusters Score -3300742 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -3300762.250000 Penalty: 5071.379883
	Iteration 47Q: 3 clusters Score -3300762 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -3300772.000000 Penalty: 5071.379883
	Iteration 48Q: 3 clusters Score -3300772 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -3300792.750000 Penalty: 5071.379883
	Iteration 49Q: 3 clusters Score -3300793 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -3300808.500000 Penalty: 5071.379883
	Iteration 50Q: 3 clusters Score -3300808 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -3300836.250000 Penalty: 5071.379883
	Iteration 51Q: 3 clusters Score -3300836 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -3300866.750000 Penalty: 5071.379883
	Iteration 52Q: 3 clusters Score -3300867 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -3300911.250000 Penalty: 5071.379883
	Iteration 53Q: 3 clusters Score -3300911 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -3300939.250000 Penalty: 5071.379883
	Iteration 54Q: 3 clusters Score -3300939 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -3300958.250000 Penalty: 5071.379883
	Iteration 55Q: 3 clusters Score -3300958 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -3300982.500000 Penalty: 5071.379883
	Iteration 56Q: 3 clusters Score -3300982 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -3301045.500000 Penalty: 5071.379883
	Iteration 57Q: 3 clusters Score -3301046 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -3301107.250000 Penalty: 5071.379883
	Iteration 58Q: 3 clusters Score -3301107 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -3301158.250000 Penalty: 5071.379883
	Iteration 59Q: 3 clusters Score -3301158 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -3301210.500000 Penalty: 5071.379883
	Iteration 60F: 3 clusters Score -3301210 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -3301248.500000 Penalty: 5071.379883
	Iteration 61Q: 3 clusters Score -3301248 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -3301291.750000 Penalty: 5071.379883
	Iteration 62Q: 3 clusters Score -3301292 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -3301347.750000 Penalty: 5071.379883
	Iteration 63Q: 3 clusters Score -3301348 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -3301401.500000 Penalty: 5071.379883
	Iteration 64Q: 3 clusters Score -3301402 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3301457.750000 Penalty: 5071.379883
	Iteration 65Q: 3 clusters Score -3301458 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -3301507.500000 Penalty: 5071.379883
	Iteration 66Q: 3 clusters Score -3301508 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -3301575.250000 Penalty: 5071.379883
	Iteration 67Q: 3 clusters Score -3301575 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3301653.000000 Penalty: 5071.379883
	Iteration 68Q: 3 clusters Score -3301653 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -3301720.250000 Penalty: 5071.379883
	Iteration 69Q: 3 clusters Score -3301720 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -3301774.000000 Penalty: 5071.379883
	Iteration 70Q: 3 clusters Score -3301774 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3301821.750000 Penalty: 5071.379883
	Iteration 71Q: 3 clusters Score -3301822 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3301885.000000 Penalty: 5071.379883
	Iteration 72Q: 3 clusters Score -3301885 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -3301931.500000 Penalty: 5071.379883
	Iteration 73Q: 3 clusters Score -3301932 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -3301976.000000 Penalty: 5071.379883
	Iteration 74Q: 3 clusters Score -3301976 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3302005.750000 Penalty: 5071.379883
	Iteration 75Q: 3 clusters Score -3302006 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -3302041.000000 Penalty: 5071.379883
	Iteration 76Q: 3 clusters Score -3302041 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -3302058.750000 Penalty: 5071.379883
	Iteration 77Q: 3 clusters Score -3302059 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -3302085.250000 Penalty: 5071.379883
	Iteration 78Q: 3 clusters Score -3302085 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -3302118.250000 Penalty: 5071.379883
	Iteration 79Q: 3 clusters Score -3302118 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3302148.000000 Penalty: 5071.379883
	Iteration 80F: 3 clusters Score -3302148 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -3302156.000000 Penalty: 5071.379883
	Iteration 81Q: 3 clusters Score -3302156 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3302180.500000 Penalty: 5071.379883
	Iteration 82Q: 3 clusters Score -3302180 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -3302219.500000 Penalty: 5071.379883
	Iteration 83Q: 3 clusters Score -3302220 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3302238.000000 Penalty: 5071.379883
	Iteration 84Q: 3 clusters Score -3302238 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -3302251.000000 Penalty: 5071.379883
	Iteration 85Q: 3 clusters Score -3302251 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -3302268.500000 Penalty: 5071.379883
	Iteration 86Q: 3 clusters Score -3302268 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -3302290.250000 Penalty: 5071.379883
	Iteration 87Q: 3 clusters Score -3302290 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -3302313.500000 Penalty: 5071.379883
	Iteration 88Q: 3 clusters Score -3302314 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -3302323.000000 Penalty: 5071.379883
	Iteration 89Q: 3 clusters Score -3302323 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -3302343.000000 Penalty: 5071.379883
	Iteration 90Q: 3 clusters Score -3302343 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -3302353.250000 Penalty: 5071.379883
	Iteration 91Q: 3 clusters Score -3302353 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3302371.000000 Penalty: 5071.379883
	Iteration 92Q: 3 clusters Score -3302371 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -3302374.250000 Penalty: 5071.379883
	Iteration 93Q: 3 clusters Score -3302374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -3302379.250000 Penalty: 5071.379883
	Iteration 94Q: 3 clusters Score -3302379 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3302385.750000 Penalty: 5071.379883
	Iteration 95Q: 3 clusters Score -3302386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -3302386.750000 Penalty: 5071.379883
	Iteration 96Q: 3 clusters Score -3302387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -3302392.000000 Penalty: 5071.379883
	Iteration 97Q: 3 clusters Score -3302392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -3302390.750000 Penalty: 5071.379883
	Iteration 98Q: 3 clusters Score -3302391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3302400.500000 Penalty: 5071.379883
	Iteration 99Q: 3 clusters Score -3302400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3302399.750000 Penalty: 5071.379883
	Iteration 100F: 3 clusters Score -3302400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -3302400.250000 Penalty: 5071.379883
	Iteration 101Q: 3 clusters Score -3302400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3302405.250000 Penalty: 5071.379883
	Iteration 102Q: 3 clusters Score -3302405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3302407.750000 Penalty: 5071.379883
	Iteration 103Q: 3 clusters Score -3302408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -3302403.750000 Penalty: 5071.379883
	Iteration 104Q: 3 clusters Score -3302404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3302403.750000 Penalty: 5071.379883
	Iteration 105Q: 3 clusters Score -3302404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3302408.250000 Penalty: 5071.379883
	Iteration 106Q: 3 clusters Score -3302408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -3302409.250000 Penalty: 5071.379883
	Iteration 107Q: 3 clusters Score -3302409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3302415.000000 Penalty: 5071.379883
	Iteration 108Q: 3 clusters Score -3302415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -3302413.000000 Penalty: 5071.379883
	Iteration 109Q: 3 clusters Score -3302413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -3302419.000000 Penalty: 5071.379883
	Iteration 110Q: 3 clusters Score -3302419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3302417.250000 Penalty: 5071.379883
	Iteration 111Q: 3 clusters Score -3302417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3302419.750000 Penalty: 5071.379883
	Iteration 112Q: 3 clusters Score -3302420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -3302420.250000 Penalty: 5071.379883
	Iteration 113Q: 3 clusters Score -3302420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3302424.250000 Penalty: 5071.379883
	Iteration 114Q: 3 clusters Score -3302424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -3302431.000000 Penalty: 5071.379883
	Iteration 115Q: 3 clusters Score -3302431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -3302431.750000 Penalty: 5071.379883
	Iteration 116Q: 3 clusters Score -3302432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -3302434.250000 Penalty: 5071.379883
	Iteration 117Q: 3 clusters Score -3302434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -3302432.000000 Penalty: 5071.379883
	Iteration 118Q: 3 clusters Score -3302432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -3302437.000000 Penalty: 5071.379883
	Iteration 119Q: 3 clusters Score -3302437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3302431.500000 Penalty: 5071.379883
	Iteration 120F: 3 clusters Score -3302432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3302428.000000 Penalty: 5071.379883
	Iteration 121Q: 3 clusters Score -3302428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3302429.000000 Penalty: 5071.379883
	Iteration 122Q: 3 clusters Score -3302429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -3302431.250000 Penalty: 5071.379883
	Iteration 123Q: 3 clusters Score -3302431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -3302431.250000 Penalty: 5071.379883
	Iteration 124F: 3 clusters Score -3302431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Entering Unmasked Estep 
Score: -226863.453125 Penalty: 1898.419434
	Iteration 0F: 2 clusters Score -226863.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -224158.703125 Penalty: 3796.838867
	Iteration 0F: 3 clusters Score -224158.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -224732.281250 Penalty: 3796.838867
	Iteration 1F: 3 clusters Score -224732.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -225011.937500 Penalty: 3796.838867
	Iteration 2F: 3 clusters Score -225011.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -225229.578125 Penalty: 3796.838867
	Iteration 3F: 3 clusters Score -225229.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -225436.203125 Penalty: 3796.838867
	Iteration 4F: 3 clusters Score -225436.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -225616.093750 Penalty: 3796.838867
	Iteration 5F: 3 clusters Score -225616.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -225834.968750 Penalty: 3796.838867
	Iteration 6F: 3 clusters Score -225835 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -226076.921875 Penalty: 3796.838867
	Iteration 7F: 3 clusters Score -226076.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -226271.781250 Penalty: 3796.838867
	Iteration 8Q: 3 clusters Score -226271.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -226447.093750 Penalty: 3796.838867
	Iteration 9Q: 3 clusters Score -226447.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -226531.640625 Penalty: 3796.838867
	Iteration 10Q: 3 clusters Score -226531.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -226589.609375 Penalty: 3796.838867
	Iteration 11Q: 3 clusters Score -226589.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -226620.484375 Penalty: 3796.838867
	Iteration 12Q: 3 clusters Score -226620.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -226651.359375 Penalty: 3796.838867
	Iteration 13Q: 3 clusters Score -226651.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -226678.500000 Penalty: 3796.838867
	Iteration 14Q: 3 clusters Score -226678.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -226698.484375 Penalty: 3796.838867
	Iteration 15Q: 3 clusters Score -226698.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -226704.531250 Penalty: 3796.838867
	Iteration 16Q: 3 clusters Score -226704.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -226707.671875 Penalty: 3796.838867
	Iteration 17Q: 3 clusters Score -226707.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -226707.671875 Penalty: 3796.838867
	Iteration 18F: 3 clusters Score -226707.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -57989.117188 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -57989.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56572.578125 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -56572.58 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -56842.597656 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -56842.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56966.855469 Penalty: 3125.189941
	Iteration 2F: 3 clusters Score -56966.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57061.332031 Penalty: 3125.189941
	Iteration 3F: 3 clusters Score -57061.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57144.988281 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -57144.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -57177.070312 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -57177.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -57210.640625 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -57210.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57240.691406 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -57240.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -57267.800781 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -57267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -57290.031250 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -57290.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -57317.011719 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -57317.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -57341.933594 Penalty: 3125.189941
	Iteration 11Q: 3 clusters Score -57341.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -57362.562500 Penalty: 3125.189941
	Iteration 12Q: 3 clusters Score -57362.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -57368.656250 Penalty: 3125.189941
	Iteration 13Q: 3 clusters Score -57368.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -57380.070312 Penalty: 3125.189941
	Iteration 14Q: 3 clusters Score -57380.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -57388.812500 Penalty: 3125.189941
	Iteration 15Q: 3 clusters Score -57388.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -57398.218750 Penalty: 3125.189941
	Iteration 16Q: 3 clusters Score -57398.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -57417.960938 Penalty: 3125.189941
	Iteration 17Q: 3 clusters Score -57417.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -57427.761719 Penalty: 3125.189941
	Iteration 18Q: 3 clusters Score -57427.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -57436.730469 Penalty: 3125.189941
	Iteration 19F: 3 clusters Score -57436.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -57478.097656 Penalty: 3125.189941
	Iteration 20F: 3 clusters Score -57478.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -57499.093750 Penalty: 3125.189941
	Iteration 21Q: 3 clusters Score -57499.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -57500.640625 Penalty: 3125.189941
	Iteration 22Q: 3 clusters Score -57500.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -57504.058594 Penalty: 3125.189941
	Iteration 23Q: 3 clusters Score -57504.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -57508.367188 Penalty: 3125.189941
	Iteration 24Q: 3 clusters Score -57508.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -57521.699219 Penalty: 3125.189941
	Iteration 25Q: 3 clusters Score -57521.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -57525.437500 Penalty: 3125.189941
	Iteration 26Q: 3 clusters Score -57525.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -57525.437500 Penalty: 3125.189941
	Iteration 27F: 3 clusters Score -57525.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (25270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Entering Unmasked Estep 
Score: -3080081.000000 Penalty: 2514.068604
	Iteration 0F: 2 clusters Score -3080081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -3062688.500000 Penalty: 5028.137207
	Iteration 0F: 3 clusters Score -3062688 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3068742.500000 Penalty: 5028.137207
	Iteration 1F: 3 clusters Score -3068742 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3069273.500000 Penalty: 5028.137207
	Iteration 2F: 3 clusters Score -3069274 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -3069812.000000 Penalty: 5028.137207
	Iteration 3Q: 3 clusters Score -3069812 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -3070476.000000 Penalty: 5028.137207
	Iteration 4Q: 3 clusters Score -3070476 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -3071278.500000 Penalty: 5028.137207
	Iteration 5F: 3 clusters Score -3071278 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3072187.750000 Penalty: 5028.137207
	Iteration 6F: 3 clusters Score -3072188 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3073304.750000 Penalty: 5028.137207
	Iteration 7F: 3 clusters Score -3073305 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -3074632.750000 Penalty: 5028.137207
	Iteration 8F: 3 clusters Score -3074633 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -3075920.000000 Penalty: 5028.137207
	Iteration 9F: 3 clusters Score -3075920 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -3076972.500000 Penalty: 5028.137207
	Iteration 10Q: 3 clusters Score -3076972 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3077565.500000 Penalty: 5028.137207
	Iteration 11Q: 3 clusters Score -3077566 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -3077778.750000 Penalty: 5028.137207
	Iteration 12Q: 3 clusters Score -3077779 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -3077883.750000 Penalty: 5028.137207
	Iteration 13Q: 3 clusters Score -3077884 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -3077984.000000 Penalty: 5028.137207
	Iteration 14Q: 3 clusters Score -3077984 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -3078047.250000 Penalty: 5028.137207
	Iteration 15Q: 3 clusters Score -3078047 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3078099.750000 Penalty: 5028.137207
	Iteration 16Q: 3 clusters Score -3078100 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -3078120.000000 Penalty: 5028.137207
	Iteration 17Q: 3 clusters Score -3078120 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3078144.000000 Penalty: 5028.137207
	Iteration 18Q: 3 clusters Score -3078144 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3078165.000000 Penalty: 5028.137207
	Iteration 19Q: 3 clusters Score -3078165 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3078179.500000 Penalty: 5028.137207
	Iteration 20F: 3 clusters Score -3078180 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3078193.250000 Penalty: 5028.137207
	Iteration 21Q: 3 clusters Score -3078193 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3078193.500000 Penalty: 5028.137207
	Iteration 22Q: 3 clusters Score -3078194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3078213.250000 Penalty: 5028.137207
	Iteration 23Q: 3 clusters Score -3078213 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3078227.000000 Penalty: 5028.137207
	Iteration 24Q: 3 clusters Score -3078227 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3078242.000000 Penalty: 5028.137207
	Iteration 25Q: 3 clusters Score -3078242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3078252.750000 Penalty: 5028.137207
	Iteration 26Q: 3 clusters Score -3078253 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -3078257.500000 Penalty: 5028.137207
	Iteration 27Q: 3 clusters Score -3078258 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3078256.000000 Penalty: 5028.137207
	Iteration 28Q: 3 clusters Score -3078256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3078266.000000 Penalty: 5028.137207
	Iteration 29Q: 3 clusters Score -3078266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3078275.250000 Penalty: 5028.137207
	Iteration 30Q: 3 clusters Score -3078275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3078289.500000 Penalty: 5028.137207
	Iteration 31Q: 3 clusters Score -3078290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3078295.750000 Penalty: 5028.137207
	Iteration 32Q: 3 clusters Score -3078296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3078303.250000 Penalty: 5028.137207
	Iteration 33Q: 3 clusters Score -3078303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3078304.000000 Penalty: 5028.137207
	Iteration 34Q: 3 clusters Score -3078304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3078309.750000 Penalty: 5028.137207
	Iteration 35Q: 3 clusters Score -3078310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3078311.000000 Penalty: 5028.137207
	Iteration 36Q: 3 clusters Score -3078311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3078318.500000 Penalty: 5028.137207
	Iteration 37Q: 3 clusters Score -3078318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3078313.750000 Penalty: 5028.137207
	Iteration 38Q: 3 clusters Score -3078314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3078313.250000 Penalty: 5028.137207
	Iteration 39Q: 3 clusters Score -3078313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3078321.250000 Penalty: 5028.137207
	Iteration 40F: 3 clusters Score -3078321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3078330.750000 Penalty: 5028.137207
	Iteration 41Q: 3 clusters Score -3078331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3078328.250000 Penalty: 5028.137207
	Iteration 42Q: 3 clusters Score -3078328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3078329.750000 Penalty: 5028.137207
	Iteration 43Q: 3 clusters Score -3078330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3078331.500000 Penalty: 5028.137207
	Iteration 44Q: 3 clusters Score -3078332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3078335.500000 Penalty: 5028.137207
	Iteration 45Q: 3 clusters Score -3078336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3078340.000000 Penalty: 5028.137207
	Iteration 46Q: 3 clusters Score -3078340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3078337.750000 Penalty: 5028.137207
	Iteration 47Q: 3 clusters Score -3078338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3078338.000000 Penalty: 5028.137207
	Iteration 48Q: 3 clusters Score -3078338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3078340.500000 Penalty: 5028.137207
	Iteration 49Q: 3 clusters Score -3078340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3078343.750000 Penalty: 5028.137207
	Iteration 50Q: 3 clusters Score -3078344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3078346.000000 Penalty: 5028.137207
	Iteration 51Q: 3 clusters Score -3078346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3078345.000000 Penalty: 5028.137207
	Iteration 52Q: 3 clusters Score -3078345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3078347.500000 Penalty: 5028.137207
	Iteration 53Q: 3 clusters Score -3078348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3078350.500000 Penalty: 5028.137207
	Iteration 54Q: 3 clusters Score -3078350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3078352.000000 Penalty: 5028.137207
	Iteration 55Q: 3 clusters Score -3078352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3078349.750000 Penalty: 5028.137207
	Iteration 56Q: 3 clusters Score -3078350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3078344.750000 Penalty: 5028.137207
	Iteration 57Q: 3 clusters Score -3078345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3078347.750000 Penalty: 5028.137207
	Iteration 58Q: 3 clusters Score -3078348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3078353.500000 Penalty: 5028.137207
	Iteration 59Q: 3 clusters Score -3078354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3078352.750000 Penalty: 5028.137207
	Iteration 60F: 3 clusters Score -3078353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3078349.000000 Penalty: 5028.137207
	Iteration 61Q: 3 clusters Score -3078349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3078350.250000 Penalty: 5028.137207
	Iteration 62Q: 3 clusters Score -3078350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3078352.250000 Penalty: 5028.137207
	Iteration 63Q: 3 clusters Score -3078352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3078353.250000 Penalty: 5028.137207
	Iteration 64Q: 3 clusters Score -3078353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3078352.750000 Penalty: 5028.137207
	Iteration 65Q: 3 clusters Score -3078353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3078353.000000 Penalty: 5028.137207
	Iteration 66Q: 3 clusters Score -3078353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3078352.250000 Penalty: 5028.137207
	Iteration 67Q: 3 clusters Score -3078352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3078358.250000 Penalty: 5028.137207
	Iteration 68Q: 3 clusters Score -3078358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3078356.250000 Penalty: 5028.137207
	Iteration 69Q: 3 clusters Score -3078356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3078355.250000 Penalty: 5028.137207
	Iteration 70Q: 3 clusters Score -3078355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -3078354.000000 Penalty: 5028.137207
	Iteration 71Q: 3 clusters Score -3078354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3078355.000000 Penalty: 5028.137207
	Iteration 72Q: 3 clusters Score -3078355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -3078352.500000 Penalty: 5028.137207
	Iteration 73Q: 3 clusters Score -3078352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3078350.250000 Penalty: 5028.137207
	Iteration 74Q: 3 clusters Score -3078350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3078354.250000 Penalty: 5028.137207
	Iteration 75Q: 3 clusters Score -3078354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3078357.000000 Penalty: 5028.137207
	Iteration 76Q: 3 clusters Score -3078357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3078355.250000 Penalty: 5028.137207
	Iteration 77Q: 3 clusters Score -3078355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3078353.250000 Penalty: 5028.137207
	Iteration 78Q: 3 clusters Score -3078353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3078352.000000 Penalty: 5028.137207
	Iteration 79Q: 3 clusters Score -3078352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3078352.750000 Penalty: 5028.137207
	Iteration 80F: 3 clusters Score -3078353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3078355.000000 Penalty: 5028.137207
	Iteration 81Q: 3 clusters Score -3078355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3078358.500000 Penalty: 5028.137207
	Iteration 82Q: 3 clusters Score -3078358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3078359.500000 Penalty: 5028.137207
	Iteration 83Q: 3 clusters Score -3078360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3078358.500000 Penalty: 5028.137207
	Iteration 84Q: 3 clusters Score -3078358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3078357.750000 Penalty: 5028.137207
	Iteration 85Q: 3 clusters Score -3078358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3078362.000000 Penalty: 5028.137207
	Iteration 86Q: 3 clusters Score -3078362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3078359.000000 Penalty: 5028.137207
	Iteration 87Q: 3 clusters Score -3078359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3078364.750000 Penalty: 5028.137207
	Iteration 88Q: 3 clusters Score -3078365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3078363.500000 Penalty: 5028.137207
	Iteration 89Q: 3 clusters Score -3078364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3078366.000000 Penalty: 5028.137207
	Iteration 90Q: 3 clusters Score -3078366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3078363.000000 Penalty: 5028.137207
	Iteration 91Q: 3 clusters Score -3078363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3078361.750000 Penalty: 5028.137207
	Iteration 92Q: 3 clusters Score -3078362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3078361.750000 Penalty: 5028.137207
	Iteration 93F: 3 clusters Score -3078362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -57689.992188 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -57689.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56170.414062 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -56170.41 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56354.804688 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -56354.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56434.457031 Penalty: 3084.425781
	Iteration 2Q: 3 clusters Score -56434.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56483.105469 Penalty: 3084.425781
	Iteration 3Q: 3 clusters Score -56483.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56525.894531 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -56525.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -56565.066406 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -56565.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56609.660156 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -56609.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -56613.097656 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -56613.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56615.937500 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -56615.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56621.820312 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -56621.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56621.820312 Penalty: 3084.425781
	Iteration 10F: 3 clusters Score -56621.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (6141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Entering Unmasked Estep 
Score: -728877.937500 Penalty: 2163.240234
	Iteration 0F: 2 clusters Score -728877.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -723678.625000 Penalty: 4326.480469
	Iteration 0F: 3 clusters Score -723678.6 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -724984.875000 Penalty: 4326.480469
	Iteration 1F: 3 clusters Score -724984.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -725249.812500 Penalty: 4326.480469
	Iteration 2F: 3 clusters Score -725249.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -725400.125000 Penalty: 4326.480469
	Iteration 3F: 3 clusters Score -725400.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -725519.812500 Penalty: 4326.480469
	Iteration 4Q: 3 clusters Score -725519.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -725614.125000 Penalty: 4326.480469
	Iteration 5Q: 3 clusters Score -725614.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -725688.937500 Penalty: 4326.480469
	Iteration 6Q: 3 clusters Score -725688.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -725737.187500 Penalty: 4326.480469
	Iteration 7Q: 3 clusters Score -725737.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -725774.812500 Penalty: 4326.480469
	Iteration 8Q: 3 clusters Score -725774.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -725803.125000 Penalty: 4326.480469
	Iteration 9Q: 3 clusters Score -725803.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -725829.312500 Penalty: 4326.480469
	Iteration 10Q: 3 clusters Score -725829.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -725856.312500 Penalty: 4326.480469
	Iteration 11Q: 3 clusters Score -725856.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -725884.812500 Penalty: 4326.480469
	Iteration 12Q: 3 clusters Score -725884.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -725917.250000 Penalty: 4326.480469
	Iteration 13Q: 3 clusters Score -725917.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -725940.187500 Penalty: 4326.480469
	Iteration 14Q: 3 clusters Score -725940.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -725967.687500 Penalty: 4326.480469
	Iteration 15Q: 3 clusters Score -725967.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -725987.625000 Penalty: 4326.480469
	Iteration 16Q: 3 clusters Score -725987.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -726009.437500 Penalty: 4326.480469
	Iteration 17Q: 3 clusters Score -726009.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -726024.437500 Penalty: 4326.480469
	Iteration 18Q: 3 clusters Score -726024.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -726048.625000 Penalty: 4326.480469
	Iteration 19Q: 3 clusters Score -726048.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -726082.062500 Penalty: 4326.480469
	Iteration 20F: 3 clusters Score -726082.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -726123.000000 Penalty: 4326.480469
	Iteration 21Q: 3 clusters Score -726123 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -726179.250000 Penalty: 4326.480469
	Iteration 22Q: 3 clusters Score -726179.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -726241.250000 Penalty: 4326.480469
	Iteration 23Q: 3 clusters Score -726241.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -726312.750000 Penalty: 4326.480469
	Iteration 24Q: 3 clusters Score -726312.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -726392.125000 Penalty: 4326.480469
	Iteration 25Q: 3 clusters Score -726392.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -726484.250000 Penalty: 4326.480469
	Iteration 26Q: 3 clusters Score -726484.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -726586.062500 Penalty: 4326.480469
	Iteration 27Q: 3 clusters Score -726586.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -726686.312500 Penalty: 4326.480469
	Iteration 28Q: 3 clusters Score -726686.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -726763.500000 Penalty: 4326.480469
	Iteration 29Q: 3 clusters Score -726763.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -726826.187500 Penalty: 4326.480469
	Iteration 30Q: 3 clusters Score -726826.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -726898.000000 Penalty: 4326.480469
	Iteration 31Q: 3 clusters Score -726898 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -726965.187500 Penalty: 4326.480469
	Iteration 32Q: 3 clusters Score -726965.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -727014.812500 Penalty: 4326.480469
	Iteration 33Q: 3 clusters Score -727014.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -727062.437500 Penalty: 4326.480469
	Iteration 34Q: 3 clusters Score -727062.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -727098.937500 Penalty: 4326.480469
	Iteration 35Q: 3 clusters Score -727098.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -727126.812500 Penalty: 4326.480469
	Iteration 36Q: 3 clusters Score -727126.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -727143.562500 Penalty: 4326.480469
	Iteration 37Q: 3 clusters Score -727143.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -727159.437500 Penalty: 4326.480469
	Iteration 38Q: 3 clusters Score -727159.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -727179.625000 Penalty: 4326.480469
	Iteration 39Q: 3 clusters Score -727179.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -727200.875000 Penalty: 4326.480469
	Iteration 40F: 3 clusters Score -727200.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -727221.375000 Penalty: 4326.480469
	Iteration 41Q: 3 clusters Score -727221.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -727240.625000 Penalty: 4326.480469
	Iteration 42Q: 3 clusters Score -727240.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -727267.125000 Penalty: 4326.480469
	Iteration 43Q: 3 clusters Score -727267.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -727288.812500 Penalty: 4326.480469
	Iteration 44Q: 3 clusters Score -727288.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -727301.937500 Penalty: 4326.480469
	Iteration 45Q: 3 clusters Score -727301.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -727311.937500 Penalty: 4326.480469
	Iteration 46Q: 3 clusters Score -727311.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -727321.562500 Penalty: 4326.480469
	Iteration 47Q: 3 clusters Score -727321.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -727327.812500 Penalty: 4326.480469
	Iteration 48Q: 3 clusters Score -727327.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -727332.750000 Penalty: 4326.480469
	Iteration 49Q: 3 clusters Score -727332.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -727339.437500 Penalty: 4326.480469
	Iteration 50Q: 3 clusters Score -727339.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -727345.187500 Penalty: 4326.480469
	Iteration 51Q: 3 clusters Score -727345.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -727354.625000 Penalty: 4326.480469
	Iteration 52Q: 3 clusters Score -727354.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -727364.812500 Penalty: 4326.480469
	Iteration 53Q: 3 clusters Score -727364.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -727371.875000 Penalty: 4326.480469
	Iteration 54Q: 3 clusters Score -727371.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -727381.125000 Penalty: 4326.480469
	Iteration 55Q: 3 clusters Score -727381.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -727387.625000 Penalty: 4326.480469
	Iteration 56Q: 3 clusters Score -727387.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -727391.625000 Penalty: 4326.480469
	Iteration 57Q: 3 clusters Score -727391.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -727395.500000 Penalty: 4326.480469
	Iteration 58Q: 3 clusters Score -727395.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -727400.187500 Penalty: 4326.480469
	Iteration 59Q: 3 clusters Score -727400.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -727402.312500 Penalty: 4326.480469
	Iteration 60F: 3 clusters Score -727402.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -727408.562500 Penalty: 4326.480469
	Iteration 61Q: 3 clusters Score -727408.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -727419.125000 Penalty: 4326.480469
	Iteration 62Q: 3 clusters Score -727419.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -727427.937500 Penalty: 4326.480469
	Iteration 63Q: 3 clusters Score -727427.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -727432.937500 Penalty: 4326.480469
	Iteration 64Q: 3 clusters Score -727432.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -727437.250000 Penalty: 4326.480469
	Iteration 65Q: 3 clusters Score -727437.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -727440.187500 Penalty: 4326.480469
	Iteration 66Q: 3 clusters Score -727440.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -727445.125000 Penalty: 4326.480469
	Iteration 67Q: 3 clusters Score -727445.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -727447.187500 Penalty: 4326.480469
	Iteration 68Q: 3 clusters Score -727447.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -727448.875000 Penalty: 4326.480469
	Iteration 69Q: 3 clusters Score -727448.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -727448.875000 Penalty: 4326.480469
	Iteration 70F: 3 clusters Score -727448.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (6485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Entering Unmasked Estep 
Score: -743056.125000 Penalty: 2176.757324
	Iteration 0F: 2 clusters Score -743056.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -737634.062500 Penalty: 4353.514648
	Iteration 0F: 3 clusters Score -737634.1 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -739117.187500 Penalty: 4353.514648
	Iteration 1F: 3 clusters Score -739117.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -739441.562500 Penalty: 4353.514648
	Iteration 2F: 3 clusters Score -739441.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -739673.000000 Penalty: 4353.514648
	Iteration 3F: 3 clusters Score -739673 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -739896.312500 Penalty: 4353.514648
	Iteration 4Q: 3 clusters Score -739896.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -740141.500000 Penalty: 4353.514648
	Iteration 5Q: 3 clusters Score -740141.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -740385.062500 Penalty: 4353.514648
	Iteration 6Q: 3 clusters Score -740385.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -740652.937500 Penalty: 4353.514648
	Iteration 7Q: 3 clusters Score -740652.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -740932.562500 Penalty: 4353.514648
	Iteration 8Q: 3 clusters Score -740932.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -741201.812500 Penalty: 4353.514648
	Iteration 9Q: 3 clusters Score -741201.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -741407.125000 Penalty: 4353.514648
	Iteration 10Q: 3 clusters Score -741407.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -741545.312500 Penalty: 4353.514648
	Iteration 11Q: 3 clusters Score -741545.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -741646.875000 Penalty: 4353.514648
	Iteration 12Q: 3 clusters Score -741646.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -741717.187500 Penalty: 4353.514648
	Iteration 13Q: 3 clusters Score -741717.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -741775.625000 Penalty: 4353.514648
	Iteration 14Q: 3 clusters Score -741775.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -741834.875000 Penalty: 4353.514648
	Iteration 15Q: 3 clusters Score -741834.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -741895.562500 Penalty: 4353.514648
	Iteration 16Q: 3 clusters Score -741895.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -741954.437500 Penalty: 4353.514648
	Iteration 17Q: 3 clusters Score -741954.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -742005.062500 Penalty: 4353.514648
	Iteration 18Q: 3 clusters Score -742005.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -742056.312500 Penalty: 4353.514648
	Iteration 19Q: 3 clusters Score -742056.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -742084.937500 Penalty: 4353.514648
	Iteration 20F: 3 clusters Score -742084.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -742110.062500 Penalty: 4353.514648
	Iteration 21Q: 3 clusters Score -742110.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -742123.437500 Penalty: 4353.514648
	Iteration 22Q: 3 clusters Score -742123.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -742129.687500 Penalty: 4353.514648
	Iteration 23Q: 3 clusters Score -742129.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -742133.437500 Penalty: 4353.514648
	Iteration 24Q: 3 clusters Score -742133.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -742135.687500 Penalty: 4353.514648
	Iteration 25Q: 3 clusters Score -742135.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -742137.625000 Penalty: 4353.514648
	Iteration 26Q: 3 clusters Score -742137.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -742143.187500 Penalty: 4353.514648
	Iteration 27Q: 3 clusters Score -742143.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -742147.375000 Penalty: 4353.514648
	Iteration 28Q: 3 clusters Score -742147.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -742148.937500 Penalty: 4353.514648
	Iteration 29Q: 3 clusters Score -742148.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -742151.062500 Penalty: 4353.514648
	Iteration 30Q: 3 clusters Score -742151.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -742151.687500 Penalty: 4353.514648
	Iteration 31Q: 3 clusters Score -742151.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -742152.562500 Penalty: 4353.514648
	Iteration 32Q: 3 clusters Score -742152.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -742152.000000 Penalty: 4353.514648
	Iteration 33Q: 3 clusters Score -742152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -742152.000000 Penalty: 4353.514648
	Iteration 34F: 3 clusters Score -742152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -81729.929688 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -81729.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79983.117188 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -79983.12 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80348.062500 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -80348.06 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80498.382812 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -80498.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80584.671875 Penalty: 3298.538330
	Iteration 3Q: 3 clusters Score -80584.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80647.843750 Penalty: 3298.538330
	Iteration 4Q: 3 clusters Score -80647.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80677.937500 Penalty: 3298.538330
	Iteration 5Q: 3 clusters Score -80677.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -80701.210938 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -80701.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -80716.359375 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -80716.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -80737.343750 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -80737.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -80756.789062 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -80756.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -80767.718750 Penalty: 3298.538330
	Iteration 10Q: 3 clusters Score -80767.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -80787.210938 Penalty: 3298.538330
	Iteration 11Q: 3 clusters Score -80787.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80812.625000 Penalty: 3298.538330
	Iteration 12Q: 3 clusters Score -80812.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -80831.070312 Penalty: 3298.538330
	Iteration 13Q: 3 clusters Score -80831.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -80853.296875 Penalty: 3298.538330
	Iteration 14Q: 3 clusters Score -80853.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -80866.320312 Penalty: 3298.538330
	Iteration 15Q: 3 clusters Score -80866.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -80879.312500 Penalty: 3298.538330
	Iteration 16Q: 3 clusters Score -80879.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80895.054688 Penalty: 3298.538330
	Iteration 17Q: 3 clusters Score -80895.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -80915.007812 Penalty: 3298.538330
	Iteration 18Q: 3 clusters Score -80915.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -80940.960938 Penalty: 3298.538330
	Iteration 19Q: 3 clusters Score -80940.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80954.328125 Penalty: 3298.538330
	Iteration 20F: 3 clusters Score -80954.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -80965.484375 Penalty: 3298.538330
	Iteration 21Q: 3 clusters Score -80965.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -80968.046875 Penalty: 3298.538330
	Iteration 22Q: 3 clusters Score -80968.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -80969.085938 Penalty: 3298.538330
	Iteration 23Q: 3 clusters Score -80969.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -80970.242188 Penalty: 3298.538330
	Iteration 24Q: 3 clusters Score -80970.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -80971.773438 Penalty: 3298.538330
	Iteration 25Q: 3 clusters Score -80971.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -80973.890625 Penalty: 3298.538330
	Iteration 26Q: 3 clusters Score -80973.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -80973.890625 Penalty: 3298.538330
	Iteration 27F: 3 clusters Score -80973.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (8683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Entering Unmasked Estep 
Score: -949882.437500 Penalty: 2249.142334
	Iteration 0F: 2 clusters Score -949882.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -943170.562500 Penalty: 4498.284668
	Iteration 0F: 3 clusters Score -943170.6 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -945168.500000 Penalty: 4498.284668
	Iteration 1F: 3 clusters Score -945168.5 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -945564.000000 Penalty: 4498.284668
	Iteration 2F: 3 clusters Score -945564 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -945893.062500 Penalty: 4498.284668
	Iteration 3F: 3 clusters Score -945893.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -946165.625000 Penalty: 4498.284668
	Iteration 4F: 3 clusters Score -946165.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -946388.687500 Penalty: 4498.284668
	Iteration 5Q: 3 clusters Score -946388.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -946593.062500 Penalty: 4498.284668
	Iteration 6Q: 3 clusters Score -946593.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -946750.812500 Penalty: 4498.284668
	Iteration 7Q: 3 clusters Score -946750.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -946884.062500 Penalty: 4498.284668
	Iteration 8Q: 3 clusters Score -946884.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -947015.250000 Penalty: 4498.284668
	Iteration 9Q: 3 clusters Score -947015.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -947133.000000 Penalty: 4498.284668
	Iteration 10Q: 3 clusters Score -947133 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -947253.500000 Penalty: 4498.284668
	Iteration 11Q: 3 clusters Score -947253.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -947369.625000 Penalty: 4498.284668
	Iteration 12Q: 3 clusters Score -947369.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -947480.625000 Penalty: 4498.284668
	Iteration 13Q: 3 clusters Score -947480.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -947584.062500 Penalty: 4498.284668
	Iteration 14Q: 3 clusters Score -947584.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -947669.625000 Penalty: 4498.284668
	Iteration 15Q: 3 clusters Score -947669.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -947725.937500 Penalty: 4498.284668
	Iteration 16Q: 3 clusters Score -947725.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -947778.062500 Penalty: 4498.284668
	Iteration 17Q: 3 clusters Score -947778.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -947812.437500 Penalty: 4498.284668
	Iteration 18Q: 3 clusters Score -947812.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -947839.312500 Penalty: 4498.284668
	Iteration 19Q: 3 clusters Score -947839.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -947857.750000 Penalty: 4498.284668
	Iteration 20F: 3 clusters Score -947857.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -947868.187500 Penalty: 4498.284668
	Iteration 21Q: 3 clusters Score -947868.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -947882.312500 Penalty: 4498.284668
	Iteration 22Q: 3 clusters Score -947882.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -947899.312500 Penalty: 4498.284668
	Iteration 23Q: 3 clusters Score -947899.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -947913.000000 Penalty: 4498.284668
	Iteration 24Q: 3 clusters Score -947913 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -947925.625000 Penalty: 4498.284668
	Iteration 25Q: 3 clusters Score -947925.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -947936.812500 Penalty: 4498.284668
	Iteration 26Q: 3 clusters Score -947936.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -947944.375000 Penalty: 4498.284668
	Iteration 27Q: 3 clusters Score -947944.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -947952.625000 Penalty: 4498.284668
	Iteration 28Q: 3 clusters Score -947952.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -947966.187500 Penalty: 4498.284668
	Iteration 29Q: 3 clusters Score -947966.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -947982.750000 Penalty: 4498.284668
	Iteration 30Q: 3 clusters Score -947982.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -947994.687500 Penalty: 4498.284668
	Iteration 31Q: 3 clusters Score -947994.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -948009.000000 Penalty: 4498.284668
	Iteration 32Q: 3 clusters Score -948009 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -948020.687500 Penalty: 4498.284668
	Iteration 33Q: 3 clusters Score -948020.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -948030.687500 Penalty: 4498.284668
	Iteration 34Q: 3 clusters Score -948030.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -948040.875000 Penalty: 4498.284668
	Iteration 35Q: 3 clusters Score -948040.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -948045.750000 Penalty: 4498.284668
	Iteration 36Q: 3 clusters Score -948045.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -948050.625000 Penalty: 4498.284668
	Iteration 37Q: 3 clusters Score -948050.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -948055.000000 Penalty: 4498.284668
	Iteration 38Q: 3 clusters Score -948055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -948055.437500 Penalty: 4498.284668
	Iteration 39Q: 3 clusters Score -948055.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -948059.187500 Penalty: 4498.284668
	Iteration 40F: 3 clusters Score -948059.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -948064.187500 Penalty: 4498.284668
	Iteration 41Q: 3 clusters Score -948064.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -948067.250000 Penalty: 4498.284668
	Iteration 42Q: 3 clusters Score -948067.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -948068.562500 Penalty: 4498.284668
	Iteration 43Q: 3 clusters Score -948068.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -948069.250000 Penalty: 4498.284668
	Iteration 44Q: 3 clusters Score -948069.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -948071.062500 Penalty: 4498.284668
	Iteration 45Q: 3 clusters Score -948071.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -948070.812500 Penalty: 4498.284668
	Iteration 46Q: 3 clusters Score -948070.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -948072.062500 Penalty: 4498.284668
	Iteration 47Q: 3 clusters Score -948072.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -948072.687500 Penalty: 4498.284668
	Iteration 48Q: 3 clusters Score -948072.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -948072.937500 Penalty: 4498.284668
	Iteration 49Q: 3 clusters Score -948072.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -948071.562500 Penalty: 4498.284668
	Iteration 50Q: 3 clusters Score -948071.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -948073.687500 Penalty: 4498.284668
	Iteration 51Q: 3 clusters Score -948073.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -948075.750000 Penalty: 4498.284668
	Iteration 52Q: 3 clusters Score -948075.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -948073.312500 Penalty: 4498.284668
	Iteration 53Q: 3 clusters Score -948073.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -948074.375000 Penalty: 4498.284668
	Iteration 54Q: 3 clusters Score -948074.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -948075.125000 Penalty: 4498.284668
	Iteration 55Q: 3 clusters Score -948075.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -948075.125000 Penalty: 4498.284668
	Iteration 56F: 3 clusters Score -948075.1 nChanged 0
--- Evaluating fit on full set of 3736704 points ---
Entering Unmasked Estep 
Score: -453076032.000000 Penalty: 150126.453125
23->41 Clusters: Score -453076032.000000, best is -453070560.000000
THE BEST YET!

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1245568 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 54132 members 
Mstep: Class 3 contains 54318 members 
Mstep: Class 4 contains 54204 members 
Mstep: Class 5 contains 54345 members 
Mstep: Class 6 contains 54390 members 
Mstep: Class 7 contains 54058 members 
Mstep: Class 8 contains 54344 members 
Mstep: Class 9 contains 54258 members 
Mstep: Class 10 contains 54025 members 
Mstep: Class 11 contains 54459 members 
Mstep: Class 12 contains 54368 members 
Mstep: Class 13 contains 54131 members 
Mstep: Class 14 contains 54003 members 
Mstep: Class 15 contains 53979 members 
Mstep: Class 16 contains 54235 members 
Mstep: Class 17 contains 54139 members 
Mstep: Class 18 contains 53463 members 
Mstep: Class 19 contains 54393 members 
Mstep: Class 20 contains 53860 members 
Mstep: Class 21 contains 53749 members 
Mstep: Class 22 contains 54221 members 
Mstep: Class 23 contains 54431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 162.253189 but Gain 3480.703125
Score: -137748624.000000 Penalty: 76575.515625
Iteration 0F: 23 clusters Score -1.377486e+08 nChanged 1190044
Entering Unmasked Mstep 
Mstep: Class 0 contains 3340 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3346 members 
Mstep: Class 3 contains 12949 members 
Mstep: Class 4 contains 3452 members 
Mstep: Class 5 contains 2821 members 
Mstep: Class 6 contains 17341 members 
Mstep: Class 7 contains 145271 members 
Mstep: Class 8 contains 215545 members 
Mstep: Class 9 contains 2902 members 
Mstep: Class 10 contains 3952 members 
Mstep: Class 11 contains 2307 members 
Mstep: Class 12 contains 84597 members 
Mstep: Class 13 contains 2706 members 
Mstep: Class 14 contains 6294 members 
Mstep: Class 16 contains 57000 members 
Mstep: Class 17 contains 44315 members 
Mstep: Class 18 contains 15689 members 
Mstep: Class 19 contains 589695 members 
Mstep: Class 20 contains 1694 members 
Mstep: Class 21 contains 6076 members 
Mstep: Class 22 contains 13408 members 
Mstep: Class 23 contains 5408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1230.624512 but Gain 3480.703125
Score: -144785696.000000 Penalty: 73094.812500
Iteration 1F: 22 clusters Score -1.447857e+08 nChanged 400817
Entering Unmasked Mstep 
Mstep: Class 0 contains 3168 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 3 contains 12970 members 
Mstep: Class 4 contains 5638 members 
Mstep: Class 5 contains 8760 members 
Mstep: Class 6 contains 17935 members 
Mstep: Class 7 contains 105890 members 
Mstep: Class 8 contains 251523 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 1867 members 
Mstep: Class 11 contains 3060 members 
Mstep: Class 12 contains 61561 members 
Mstep: Class 13 contains 6123 members 
Mstep: Class 14 contains 8341 members 
Mstep: Class 16 contains 42120 members 
Mstep: Class 17 contains 33947 members 
Mstep: Class 18 contains 11646 members 
Mstep: Class 19 contains 628529 members 
Mstep: Class 20 contains 2239 members 
Mstep: Class 21 contains 8711 members 
Mstep: Class 22 contains 13169 members 
Mstep: Class 23 contains 7532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1360.205322 but Gain 3480.710938
Score: -145662368.000000 Penalty: 69614.101562
Iteration 2F: 21 clusters Score -1.456624e+08 nChanged 286049
Entering Unmasked Mstep 
Mstep: Class 0 contains 3052 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 3 contains 16668 members 
Mstep: Class 4 contains 8928 members 
Mstep: Class 5 contains 13853 members 
Mstep: Class 6 contains 29066 members 
Mstep: Class 7 contains 95355 members 
Mstep: Class 8 contains 298921 members 
Mstep: Class 9 contains 3134 members 
Mstep: Class 11 contains 2645 members 
Mstep: Class 12 contains 58162 members 
Mstep: Class 13 contains 6464 members 
Mstep: Class 14 contains 5438 members 
Mstep: Class 16 contains 41963 members 
Mstep: Class 17 contains 44053 members 
Mstep: Class 18 contains 13443 members 
Mstep: Class 19 contains 557658 members 
Mstep: Class 20 contains 4430 members 
Mstep: Class 21 contains 11935 members 
Mstep: Class 22 contains 11015 members 
Mstep: Class 23 contains 7920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146309904.000000 Penalty: 69614.101562
Iteration 3F: 21 clusters Score -1.463099e+08 nChanged 235903
Entering Unmasked Mstep 
Mstep: Class 0 contains 2488 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 3 contains 18519 members 
Mstep: Class 4 contains 14000 members 
Mstep: Class 5 contains 17408 members 
Mstep: Class 6 contains 41466 members 
Mstep: Class 7 contains 103447 members 
Mstep: Class 8 contains 323145 members 
Mstep: Class 9 contains 3598 members 
Mstep: Class 11 contains 1348 members 
Mstep: Class 12 contains 65390 members 
Mstep: Class 13 contains 6016 members 
Mstep: Class 14 contains 4855 members 
Mstep: Class 16 contains 44950 members 
Mstep: Class 17 contains 60023 members 
Mstep: Class 18 contains 15974 members 
Mstep: Class 19 contains 474717 members 
Mstep: Class 20 contains 6618 members 
Mstep: Class 21 contains 11563 members 
Mstep: Class 22 contains 7041 members 
Mstep: Class 23 contains 8412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146798608.000000 Penalty: 69614.101562
Iteration 4F: 21 clusters Score -1.467986e+08 nChanged 187447
Entering Unmasked Mstep 
Mstep: Class 0 contains 1808 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 3 contains 17410 members 
Mstep: Class 4 contains 17073 members 
Mstep: Class 5 contains 19755 members 
Mstep: Class 6 contains 51450 members 
Mstep: Class 7 contains 112947 members 
Mstep: Class 8 contains 318278 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 11 contains 1238 members 
Mstep: Class 12 contains 71252 members 
Mstep: Class 13 contains 6073 members 
Mstep: Class 14 contains 5766 members 
Mstep: Class 16 contains 45410 members 
Mstep: Class 17 contains 76223 members 
Mstep: Class 18 contains 20112 members 
Mstep: Class 19 contains 426768 members 
Mstep: Class 20 contains 8408 members 
Mstep: Class 21 contains 10435 members 
Mstep: Class 22 contains 5411 members 
Mstep: Class 23 contains 9187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147126176.000000 Penalty: 69614.101562
Iteration 5F: 21 clusters Score -1.471262e+08 nChanged 143542
Entering Unmasked Mstep 
Mstep: Class 0 contains 1233 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 3 contains 16291 members 
Mstep: Class 4 contains 17082 members 
Mstep: Class 5 contains 20976 members 
Mstep: Class 6 contains 61192 members 
Mstep: Class 7 contains 117417 members 
Mstep: Class 8 contains 311551 members 
Mstep: Class 9 contains 3860 members 
Mstep: Class 11 contains 1647 members 
Mstep: Class 12 contains 72995 members 
Mstep: Class 13 contains 6058 members 
Mstep: Class 14 contains 7382 members 
Mstep: Class 16 contains 45326 members 
Mstep: Class 17 contains 92349 members 
Mstep: Class 18 contains 24281 members 
Mstep: Class 19 contains 392618 members 
Mstep: Class 20 contains 10780 members 
Mstep: Class 21 contains 9416 members 
Mstep: Class 22 contains 5101 members 
Mstep: Class 23 contains 10175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147321328.000000 Penalty: 69614.101562
Iteration 6F: 21 clusters Score -1.473213e+08 nChanged 114513
Entering Unmasked Mstep 
Mstep: Class 0 contains 992 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 3 contains 16092 members 
Mstep: Class 4 contains 15671 members 
Mstep: Class 5 contains 21579 members 
Mstep: Class 6 contains 71636 members 
Mstep: Class 7 contains 115707 members 
Mstep: Class 8 contains 306391 members 
Mstep: Class 9 contains 4027 members 
Mstep: Class 11 contains 1691 members 
Mstep: Class 12 contains 71603 members 
Mstep: Class 13 contains 5998 members 
Mstep: Class 14 contains 8828 members 
Mstep: Class 16 contains 46616 members 
Mstep: Class 17 contains 108976 members 
Mstep: Class 18 contains 27875 members 
Mstep: Class 19 contains 365679 members 
Mstep: Class 20 contains 12969 members 
Mstep: Class 21 contains 8680 members 
Mstep: Class 22 contains 5031 members 
Mstep: Class 23 contains 11336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147462400.000000 Penalty: 69614.101562
Iteration 7F: 21 clusters Score -1.474624e+08 nChanged 98699
Entering Unmasked Mstep 
Mstep: Class 0 contains 902 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 3 contains 16661 members 
Mstep: Class 4 contains 13652 members 
Mstep: Class 5 contains 21787 members 
Mstep: Class 6 contains 82151 members 
Mstep: Class 7 contains 110360 members 
Mstep: Class 8 contains 301099 members 
Mstep: Class 9 contains 4073 members 
Mstep: Class 11 contains 1707 members 
Mstep: Class 12 contains 68898 members 
Mstep: Class 13 contains 5936 members 
Mstep: Class 14 contains 10163 members 
Mstep: Class 16 contains 51419 members 
Mstep: Class 17 contains 124187 members 
Mstep: Class 18 contains 30700 members 
Mstep: Class 19 contains 343412 members 
Mstep: Class 20 contains 14691 members 
Mstep: Class 21 contains 8240 members 
Mstep: Class 22 contains 4983 members 
Mstep: Class 23 contains 12467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147583280.000000 Penalty: 69614.101562
Iteration 8F: 21 clusters Score -1.475833e+08 nChanged 88748
Entering Unmasked Mstep 
Mstep: Class 0 contains 883 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 3 contains 17626 members 
Mstep: Class 4 contains 11237 members 
Mstep: Class 5 contains 21777 members 
Mstep: Class 6 contains 92166 members 
Mstep: Class 7 contains 104038 members 
Mstep: Class 8 contains 298661 members 
Mstep: Class 9 contains 4052 members 
Mstep: Class 11 contains 1715 members 
Mstep: Class 12 contains 65583 members 
Mstep: Class 13 contains 5869 members 
Mstep: Class 14 contains 11389 members 
Mstep: Class 16 contains 58528 members 
Mstep: Class 17 contains 136466 members 
Mstep: Class 18 contains 33012 members 
Mstep: Class 19 contains 323216 members 
Mstep: Class 20 contains 15129 members 
Mstep: Class 21 contains 8088 members 
Mstep: Class 22 contains 4996 members 
Mstep: Class 23 contains 13431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147688912.000000 Penalty: 69614.101562
Iteration 9F: 21 clusters Score -1.476889e+08 nChanged 77174
Entering Unmasked Mstep 
Mstep: Class 0 contains 872 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 3 contains 18628 members 
Mstep: Class 4 contains 8740 members 
Mstep: Class 5 contains 21618 members 
Mstep: Class 6 contains 101494 members 
Mstep: Class 7 contains 97975 members 
Mstep: Class 8 contains 305659 members 
Mstep: Class 9 contains 4053 members 
Mstep: Class 11 contains 1714 members 
Mstep: Class 12 contains 62562 members 
Mstep: Class 13 contains 5775 members 
Mstep: Class 14 contains 12732 members 
Mstep: Class 16 contains 62444 members 
Mstep: Class 17 contains 145475 members 
Mstep: Class 18 contains 35126 members 
Mstep: Class 19 contains 302694 members 
Mstep: Class 20 contains 13438 members 
Mstep: Class 21 contains 8154 members 
Mstep: Class 22 contains 5058 members 
Mstep: Class 23 contains 14116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147761408.000000 Penalty: 69614.101562
Iteration 10F: 21 clusters Score -1.477614e+08 nChanged 63948
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 3 contains 19562 members 
Mstep: Class 4 contains 6685 members 
Mstep: Class 5 contains 21506 members 
Mstep: Class 6 contains 110208 members 
Mstep: Class 7 contains 92578 members 
Mstep: Class 8 contains 314885 members 
Mstep: Class 9 contains 4051 members 
Mstep: Class 11 contains 1720 members 
Mstep: Class 12 contains 59804 members 
Mstep: Class 13 contains 5662 members 
Mstep: Class 14 contains 13973 members 
Mstep: Class 16 contains 64069 members 
Mstep: Class 17 contains 151829 members 
Mstep: Class 18 contains 37676 members 
Mstep: Class 19 contains 284794 members 
Mstep: Class 20 contains 10951 members 
Mstep: Class 21 contains 8231 members 
Mstep: Class 22 contains 5101 members 
Mstep: Class 23 contains 14610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147801056.000000 Penalty: 69614.101562
Iteration 11F: 21 clusters Score -1.478011e+08 nChanged 53108
Entering Unmasked Mstep 
Mstep: Class 0 contains 866 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 3 contains 20470 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 21546 members 
Mstep: Class 6 contains 118360 members 
Mstep: Class 7 contains 88097 members 
Mstep: Class 8 contains 322988 members 
Mstep: Class 9 contains 4049 members 
Mstep: Class 11 contains 1720 members 
Mstep: Class 12 contains 57682 members 
Mstep: Class 13 contains 5562 members 
Mstep: Class 14 contains 15046 members 
Mstep: Class 16 contains 65139 members 
Mstep: Class 17 contains 156910 members 
Mstep: Class 18 contains 40429 members 
Mstep: Class 19 contains 267944 members 
Mstep: Class 20 contains 8621 members 
Mstep: Class 21 contains 8220 members 
Mstep: Class 22 contains 5057 members 
Mstep: Class 23 contains 14993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147827728.000000 Penalty: 69614.101562
Iteration 12Q: 21 clusters Score -1.478277e+08 nChanged 44336
Entering Unmasked Mstep 
Mstep: Class 0 contains 866 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 3 contains 21259 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 21661 members 
Mstep: Class 6 contains 125734 members 
Mstep: Class 7 contains 84341 members 
Mstep: Class 8 contains 328119 members 
Mstep: Class 9 contains 4045 members 
Mstep: Class 11 contains 1721 members 
Mstep: Class 12 contains 55441 members 
Mstep: Class 13 contains 5489 members 
Mstep: Class 14 contains 16072 members 
Mstep: Class 16 contains 66030 members 
Mstep: Class 17 contains 161034 members 
Mstep: Class 18 contains 43047 members 
Mstep: Class 19 contains 254441 members 
Mstep: Class 20 contains 6724 members 
Mstep: Class 21 contains 8207 members 
Mstep: Class 22 contains 4964 members 
Mstep: Class 23 contains 15265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147844592.000000 Penalty: 69614.101562
Iteration 13Q: 21 clusters Score -1.478446e+08 nChanged 38217
Entering Unmasked Mstep 
Mstep: Class 0 contains 866 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 3 contains 21988 members 
Mstep: Class 4 contains 4467 members 
Mstep: Class 5 contains 21853 members 
Mstep: Class 6 contains 132408 members 
Mstep: Class 7 contains 81293 members 
Mstep: Class 8 contains 330666 members 
Mstep: Class 9 contains 4043 members 
Mstep: Class 11 contains 1720 members 
Mstep: Class 12 contains 52996 members 
Mstep: Class 13 contains 5419 members 
Mstep: Class 14 contains 17070 members 
Mstep: Class 16 contains 66781 members 
Mstep: Class 17 contains 164329 members 
Mstep: Class 18 contains 45411 members 
Mstep: Class 19 contains 244220 members 
Mstep: Class 20 contains 5190 members 
Mstep: Class 21 contains 8197 members 
Mstep: Class 22 contains 4871 members 
Mstep: Class 23 contains 15409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147855952.000000 Penalty: 69614.101562
Iteration 14Q: 21 clusters Score -1.47856e+08 nChanged 34095
Entering Unmasked Mstep 
Mstep: Class 0 contains 866 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 3 contains 22694 members 
Mstep: Class 4 contains 4270 members 
Mstep: Class 5 contains 22044 members 
Mstep: Class 6 contains 138511 members 
Mstep: Class 7 contains 78728 members 
Mstep: Class 8 contains 331573 members 
Mstep: Class 9 contains 4036 members 
Mstep: Class 11 contains 1719 members 
Mstep: Class 12 contains 50408 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 17943 members 
Mstep: Class 16 contains 67375 members 
Mstep: Class 17 contains 167051 members 
Mstep: Class 18 contains 47550 members 
Mstep: Class 19 contains 236392 members 
Mstep: Class 20 contains 3995 members 
Mstep: Class 21 contains 8238 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 15624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147865456.000000 Penalty: 69614.101562
Iteration 15Q: 21 clusters Score -1.478655e+08 nChanged 29432
Entering Unmasked Mstep 
Mstep: Class 0 contains 866 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 3 contains 23321 members 
Mstep: Class 4 contains 4139 members 
Mstep: Class 5 contains 22169 members 
Mstep: Class 6 contains 144070 members 
Mstep: Class 7 contains 76401 members 
Mstep: Class 8 contains 331034 members 
Mstep: Class 9 contains 4030 members 
Mstep: Class 11 contains 1719 members 
Mstep: Class 12 contains 47796 members 
Mstep: Class 13 contains 5301 members 
Mstep: Class 14 contains 18669 members 
Mstep: Class 16 contains 67707 members 
Mstep: Class 17 contains 169686 members 
Mstep: Class 18 contains 49452 members 
Mstep: Class 19 contains 230473 members 
Mstep: Class 20 contains 3201 members 
Mstep: Class 21 contains 8383 members 
Mstep: Class 22 contains 4745 members 
Mstep: Class 23 contains 16103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147872304.000000 Penalty: 69614.101562
Iteration 16Q: 21 clusters Score -1.478723e+08 nChanged 25541
Entering Unmasked Mstep 
Mstep: Class 0 contains 866 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 3 contains 23951 members 
Mstep: Class 4 contains 4017 members 
Mstep: Class 5 contains 22236 members 
Mstep: Class 6 contains 148907 members 
Mstep: Class 7 contains 74291 members 
Mstep: Class 8 contains 329452 members 
Mstep: Class 9 contains 4028 members 
Mstep: Class 11 contains 1719 members 
Mstep: Class 12 contains 45250 members 
Mstep: Class 13 contains 5266 members 
Mstep: Class 14 contains 19235 members 
Mstep: Class 16 contains 67790 members 
Mstep: Class 17 contains 172396 members 
Mstep: Class 18 contains 51127 members 
Mstep: Class 19 contains 226169 members 
Mstep: Class 20 contains 2773 members 
Mstep: Class 21 contains 8569 members 
Mstep: Class 22 contains 4756 members 
Mstep: Class 23 contains 16652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147878336.000000 Penalty: 69614.101562
Iteration 17Q: 21 clusters Score -1.478783e+08 nChanged 23011
Entering Unmasked Mstep 
Mstep: Class 0 contains 866 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 3 contains 24517 members 
Mstep: Class 4 contains 3917 members 
Mstep: Class 5 contains 22287 members 
Mstep: Class 6 contains 153161 members 
Mstep: Class 7 contains 72369 members 
Mstep: Class 8 contains 327223 members 
Mstep: Class 9 contains 4026 members 
Mstep: Class 11 contains 1720 members 
Mstep: Class 12 contains 42665 members 
Mstep: Class 13 contains 5248 members 
Mstep: Class 14 contains 19670 members 
Mstep: Class 16 contains 67784 members 
Mstep: Class 17 contains 175104 members 
Mstep: Class 18 contains 52500 members 
Mstep: Class 19 contains 223224 members 
Mstep: Class 20 contains 2543 members 
Mstep: Class 21 contains 8777 members 
Mstep: Class 22 contains 4811 members 
Mstep: Class 23 contains 17230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147883600.000000 Penalty: 69614.101562
Iteration 18Q: 21 clusters Score -1.478836e+08 nChanged 20804
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 3 contains 25053 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 22339 members 
Mstep: Class 6 contains 156963 members 
Mstep: Class 7 contains 70572 members 
Mstep: Class 8 contains 324634 members 
Mstep: Class 9 contains 4027 members 
Mstep: Class 11 contains 1721 members 
Mstep: Class 12 contains 40130 members 
Mstep: Class 13 contains 5228 members 
Mstep: Class 14 contains 19989 members 
Mstep: Class 16 contains 67770 members 
Mstep: Class 17 contains 177581 members 
Mstep: Class 18 contains 53656 members 
Mstep: Class 19 contains 221328 members 
Mstep: Class 20 contains 2397 members 
Mstep: Class 21 contains 9016 members 
Mstep: Class 22 contains 4852 members 
Mstep: Class 23 contains 17832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147888560.000000 Penalty: 69614.101562
Iteration 19Q: 21 clusters Score -1.478886e+08 nChanged 19044
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 3 contains 25542 members 
Mstep: Class 4 contains 3786 members 
Mstep: Class 5 contains 22361 members 
Mstep: Class 6 contains 160497 members 
Mstep: Class 7 contains 68933 members 
Mstep: Class 8 contains 321656 members 
Mstep: Class 9 contains 4025 members 
Mstep: Class 11 contains 1721 members 
Mstep: Class 12 contains 37739 members 
Mstep: Class 13 contains 5215 members 
Mstep: Class 14 contains 20226 members 
Mstep: Class 16 contains 67711 members 
Mstep: Class 17 contains 179815 members 
Mstep: Class 18 contains 54678 members 
Mstep: Class 19 contains 220239 members 
Mstep: Class 20 contains 2308 members 
Mstep: Class 21 contains 9268 members 
Mstep: Class 22 contains 4895 members 
Mstep: Class 23 contains 18444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147893920.000000 Penalty: 69614.101562
Iteration 20F: 21 clusters Score -1.478939e+08 nChanged 18110
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 3 contains 25964 members 
Mstep: Class 4 contains 3574 members 
Mstep: Class 5 contains 22358 members 
Mstep: Class 6 contains 163607 members 
Mstep: Class 7 contains 67390 members 
Mstep: Class 8 contains 318531 members 
Mstep: Class 9 contains 4015 members 
Mstep: Class 11 contains 1720 members 
Mstep: Class 12 contains 35526 members 
Mstep: Class 13 contains 5191 members 
Mstep: Class 14 contains 20366 members 
Mstep: Class 16 contains 67629 members 
Mstep: Class 17 contains 181771 members 
Mstep: Class 18 contains 55487 members 
Mstep: Class 19 contains 219979 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 9529 members 
Mstep: Class 22 contains 4985 members 
Mstep: Class 23 contains 19140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147899360.000000 Penalty: 69614.101562
Iteration 21Q: 21 clusters Score -1.478994e+08 nChanged 17793
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 3 contains 26337 members 
Mstep: Class 4 contains 3123 members 
Mstep: Class 5 contains 22331 members 
Mstep: Class 6 contains 166630 members 
Mstep: Class 7 contains 65892 members 
Mstep: Class 8 contains 315102 members 
Mstep: Class 9 contains 4012 members 
Mstep: Class 11 contains 1719 members 
Mstep: Class 12 contains 33342 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 20453 members 
Mstep: Class 16 contains 67540 members 
Mstep: Class 17 contains 183448 members 
Mstep: Class 18 contains 56181 members 
Mstep: Class 19 contains 220403 members 
Mstep: Class 20 contains 2756 members 
Mstep: Class 21 contains 9803 members 
Mstep: Class 22 contains 5163 members 
Mstep: Class 23 contains 19897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147906368.000000 Penalty: 69614.101562
Iteration 22Q: 21 clusters Score -1.479064e+08 nChanged 16862
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 3 contains 26677 members 
Mstep: Class 4 contains 2671 members 
Mstep: Class 5 contains 22255 members 
Mstep: Class 6 contains 169250 members 
Mstep: Class 7 contains 64563 members 
Mstep: Class 8 contains 311664 members 
Mstep: Class 9 contains 4013 members 
Mstep: Class 11 contains 1719 members 
Mstep: Class 12 contains 31314 members 
Mstep: Class 13 contains 5134 members 
Mstep: Class 14 contains 20543 members 
Mstep: Class 16 contains 67403 members 
Mstep: Class 17 contains 184886 members 
Mstep: Class 18 contains 56657 members 
Mstep: Class 19 contains 221347 members 
Mstep: Class 20 contains 3108 members 
Mstep: Class 21 contains 10124 members 
Mstep: Class 22 contains 5338 members 
Mstep: Class 23 contains 20712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147913344.000000 Penalty: 69614.101562
Iteration 23Q: 21 clusters Score -1.479133e+08 nChanged 15485
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 3 contains 26920 members 
Mstep: Class 4 contains 2566 members 
Mstep: Class 5 contains 22129 members 
Mstep: Class 6 contains 171693 members 
Mstep: Class 7 contains 63392 members 
Mstep: Class 8 contains 308259 members 
Mstep: Class 9 contains 4012 members 
Mstep: Class 11 contains 1719 members 
Mstep: Class 12 contains 29534 members 
Mstep: Class 13 contains 5109 members 
Mstep: Class 14 contains 20634 members 
Mstep: Class 16 contains 67253 members 
Mstep: Class 17 contains 186035 members 
Mstep: Class 18 contains 57026 members 
Mstep: Class 19 contains 222357 members 
Mstep: Class 20 contains 3185 members 
Mstep: Class 21 contains 10471 members 
Mstep: Class 22 contains 5581 members 
Mstep: Class 23 contains 21521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147918352.000000 Penalty: 69614.101562
Iteration 24Q: 21 clusters Score -1.479184e+08 nChanged 14162
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 3 contains 27110 members 
Mstep: Class 4 contains 2533 members 
Mstep: Class 5 contains 22013 members 
Mstep: Class 6 contains 173683 members 
Mstep: Class 7 contains 62353 members 
Mstep: Class 8 contains 305079 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 11 contains 1719 members 
Mstep: Class 12 contains 28034 members 
Mstep: Class 13 contains 5089 members 
Mstep: Class 14 contains 20837 members 
Mstep: Class 16 contains 67125 members 
Mstep: Class 17 contains 186814 members 
Mstep: Class 18 contains 57315 members 
Mstep: Class 19 contains 223486 members 
Mstep: Class 20 contains 3241 members 
Mstep: Class 21 contains 10825 members 
Mstep: Class 22 contains 5791 members 
Mstep: Class 23 contains 22337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147921664.000000 Penalty: 69614.101562
Iteration 25Q: 21 clusters Score -1.479217e+08 nChanged 12839
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 3 contains 27264 members 
Mstep: Class 4 contains 2508 members 
Mstep: Class 5 contains 21904 members 
Mstep: Class 6 contains 175658 members 
Mstep: Class 7 contains 61442 members 
Mstep: Class 8 contains 301884 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 11 contains 1720 members 
Mstep: Class 12 contains 26701 members 
Mstep: Class 13 contains 5071 members 
Mstep: Class 14 contains 20991 members 
Mstep: Class 16 contains 67011 members 
Mstep: Class 17 contains 187471 members 
Mstep: Class 18 contains 57562 members 
Mstep: Class 19 contains 224609 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 11197 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 23107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147924048.000000 Penalty: 69614.101562
Iteration 26Q: 21 clusters Score -1.47924e+08 nChanged 11835
Entering Unmasked Mstep 
Mstep: Class 0 contains 868 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 3 contains 27354 members 
Mstep: Class 4 contains 2517 members 
Mstep: Class 5 contains 21905 members 
Mstep: Class 6 contains 177723 members 
Mstep: Class 7 contains 60667 members 
Mstep: Class 8 contains 298729 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 11 contains 1719 members 
Mstep: Class 12 contains 25593 members 
Mstep: Class 13 contains 5056 members 
Mstep: Class 14 contains 21135 members 
Mstep: Class 16 contains 66910 members 
Mstep: Class 17 contains 188004 members 
Mstep: Class 18 contains 57757 members 
Mstep: Class 19 contains 225510 members 
Mstep: Class 20 contains 3348 members 
Mstep: Class 21 contains 11509 members 
Mstep: Class 22 contains 6147 members 
Mstep: Class 23 contains 23801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147926912.000000 Penalty: 69614.101562
Iteration 27Q: 21 clusters Score -1.479269e+08 nChanged 11153
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 3 contains 27417 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 21990 members 
Mstep: Class 6 contains 179851 members 
Mstep: Class 7 contains 59953 members 
Mstep: Class 8 contains 295677 members 
Mstep: Class 9 contains 4011 members 
Mstep: Class 11 contains 1719 members 
Mstep: Class 12 contains 24667 members 
Mstep: Class 13 contains 5047 members 
Mstep: Class 14 contains 21252 members 
Mstep: Class 16 contains 66812 members 
Mstep: Class 17 contains 188366 members 
Mstep: Class 18 contains 57853 members 
Mstep: Class 19 contains 226249 members 
Mstep: Class 20 contains 3388 members 
Mstep: Class 21 contains 11747 members 
Mstep: Class 22 contains 6290 members 
Mstep: Class 23 contains 24506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147929312.000000 Penalty: 69614.101562
Iteration 28Q: 21 clusters Score -1.479293e+08 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 3 contains 27430 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 22144 members 
Mstep: Class 6 contains 182076 members 
Mstep: Class 7 contains 59320 members 
Mstep: Class 8 contains 292629 members 
Mstep: Class 9 contains 4011 members 
Mstep: Class 11 contains 1721 members 
Mstep: Class 12 contains 23946 members 
Mstep: Class 13 contains 5041 members 
Mstep: Class 14 contains 21390 members 
Mstep: Class 16 contains 66720 members 
Mstep: Class 17 contains 188554 members 
Mstep: Class 18 contains 57837 members 
Mstep: Class 19 contains 226872 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 11954 members 
Mstep: Class 22 contains 6388 members 
Mstep: Class 23 contains 25155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147930864.000000 Penalty: 69614.101562
Iteration 29Q: 21 clusters Score -1.479309e+08 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 3 contains 27402 members 
Mstep: Class 4 contains 2959 members 
Mstep: Class 5 contains 22414 members 
Mstep: Class 6 contains 184283 members 
Mstep: Class 7 contains 58750 members 
Mstep: Class 8 contains 289670 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 11 contains 1721 members 
Mstep: Class 12 contains 23363 members 
Mstep: Class 13 contains 5038 members 
Mstep: Class 14 contains 21536 members 
Mstep: Class 16 contains 66641 members 
Mstep: Class 17 contains 188631 members 
Mstep: Class 18 contains 57840 members 
Mstep: Class 19 contains 227372 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12100 members 
Mstep: Class 22 contains 6475 members 
Mstep: Class 23 contains 25764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147932736.000000 Penalty: 69614.101562
Iteration 30Q: 21 clusters Score -1.479327e+08 nChanged 9777
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 3 contains 27353 members 
Mstep: Class 4 contains 3093 members 
Mstep: Class 5 contains 22713 members 
Mstep: Class 6 contains 186441 members 
Mstep: Class 7 contains 58241 members 
Mstep: Class 8 contains 286728 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 11 contains 1721 members 
Mstep: Class 12 contains 22942 members 
Mstep: Class 13 contains 5031 members 
Mstep: Class 14 contains 21691 members 
Mstep: Class 16 contains 66565 members 
Mstep: Class 17 contains 188690 members 
Mstep: Class 18 contains 57886 members 
Mstep: Class 19 contains 227728 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12202 members 
Mstep: Class 22 contains 6561 members 
Mstep: Class 23 contains 26363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147934032.000000 Penalty: 69614.101562
Iteration 31Q: 21 clusters Score -1.47934e+08 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 3 contains 27212 members 
Mstep: Class 4 contains 3244 members 
Mstep: Class 5 contains 23095 members 
Mstep: Class 6 contains 188613 members 
Mstep: Class 7 contains 57762 members 
Mstep: Class 8 contains 284074 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 11 contains 1721 members 
Mstep: Class 12 contains 22685 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 21827 members 
Mstep: Class 16 contains 66492 members 
Mstep: Class 17 contains 188575 members 
Mstep: Class 18 contains 57851 members 
Mstep: Class 19 contains 227885 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12284 members 
Mstep: Class 22 contains 6652 members 
Mstep: Class 23 contains 26950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147936176.000000 Penalty: 69614.101562
Iteration 32Q: 21 clusters Score -1.479362e+08 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 3 contains 26983 members 
Mstep: Class 4 contains 3359 members 
Mstep: Class 5 contains 23576 members 
Mstep: Class 6 contains 190670 members 
Mstep: Class 7 contains 57347 members 
Mstep: Class 8 contains 281689 members 
Mstep: Class 9 contains 4011 members 
Mstep: Class 11 contains 1721 members 
Mstep: Class 12 contains 22537 members 
Mstep: Class 13 contains 5021 members 
Mstep: Class 14 contains 21920 members 
Mstep: Class 16 contains 66443 members 
Mstep: Class 17 contains 188366 members 
Mstep: Class 18 contains 57839 members 
Mstep: Class 19 contains 227817 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12340 members 
Mstep: Class 22 contains 6739 members 
Mstep: Class 23 contains 27585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147938448.000000 Penalty: 69614.101562
Iteration 33Q: 21 clusters Score -1.479384e+08 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 3 contains 26680 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 24042 members 
Mstep: Class 6 contains 192628 members 
Mstep: Class 7 contains 56976 members 
Mstep: Class 8 contains 279702 members 
Mstep: Class 9 contains 4012 members 
Mstep: Class 11 contains 1722 members 
Mstep: Class 12 contains 22558 members 
Mstep: Class 13 contains 5024 members 
Mstep: Class 14 contains 21969 members 
Mstep: Class 16 contains 66416 members 
Mstep: Class 17 contains 188038 members 
Mstep: Class 18 contains 57770 members 
Mstep: Class 19 contains 227499 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12407 members 
Mstep: Class 22 contains 6858 members 
Mstep: Class 23 contains 28186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147940256.000000 Penalty: 69614.101562
Iteration 34Q: 21 clusters Score -1.479403e+08 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 3 contains 26281 members 
Mstep: Class 4 contains 3569 members 
Mstep: Class 5 contains 24636 members 
Mstep: Class 6 contains 194488 members 
Mstep: Class 7 contains 56638 members 
Mstep: Class 8 contains 278071 members 
Mstep: Class 9 contains 4012 members 
Mstep: Class 11 contains 1723 members 
Mstep: Class 12 contains 22715 members 
Mstep: Class 13 contains 5028 members 
Mstep: Class 14 contains 22003 members 
Mstep: Class 16 contains 66387 members 
Mstep: Class 17 contains 187607 members 
Mstep: Class 18 contains 57681 members 
Mstep: Class 19 contains 226873 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12459 members 
Mstep: Class 22 contains 6982 members 
Mstep: Class 23 contains 28794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147942368.000000 Penalty: 69614.101562
Iteration 35Q: 21 clusters Score -1.479424e+08 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 3 contains 25899 members 
Mstep: Class 4 contains 3658 members 
Mstep: Class 5 contains 25250 members 
Mstep: Class 6 contains 196207 members 
Mstep: Class 7 contains 56316 members 
Mstep: Class 8 contains 276514 members 
Mstep: Class 9 contains 4012 members 
Mstep: Class 11 contains 1724 members 
Mstep: Class 12 contains 23085 members 
Mstep: Class 13 contains 5025 members 
Mstep: Class 14 contains 22054 members 
Mstep: Class 16 contains 66361 members 
Mstep: Class 17 contains 187177 members 
Mstep: Class 18 contains 57617 members 
Mstep: Class 19 contains 226027 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 12510 members 
Mstep: Class 22 contains 7099 members 
Mstep: Class 23 contains 29407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147944784.000000 Penalty: 69614.101562
Iteration 36Q: 21 clusters Score -1.479448e+08 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 3 contains 25490 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 25884 members 
Mstep: Class 6 contains 197791 members 
Mstep: Class 7 contains 56011 members 
Mstep: Class 8 contains 275192 members 
Mstep: Class 9 contains 4012 members 
Mstep: Class 11 contains 1724 members 
Mstep: Class 12 contains 23452 members 
Mstep: Class 13 contains 5024 members 
Mstep: Class 14 contains 22086 members 
Mstep: Class 16 contains 66317 members 
Mstep: Class 17 contains 186751 members 
Mstep: Class 18 contains 57522 members 
Mstep: Class 19 contains 225083 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 12557 members 
Mstep: Class 22 contains 7207 members 
Mstep: Class 23 contains 30093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147946880.000000 Penalty: 69614.101562
Iteration 37Q: 21 clusters Score -1.479469e+08 nChanged 9607
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 3 contains 25156 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 26459 members 
Mstep: Class 6 contains 199249 members 
Mstep: Class 7 contains 55676 members 
Mstep: Class 8 contains 274172 members 
Mstep: Class 9 contains 4011 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 23883 members 
Mstep: Class 13 contains 5023 members 
Mstep: Class 14 contains 22076 members 
Mstep: Class 16 contains 66298 members 
Mstep: Class 17 contains 186313 members 
Mstep: Class 18 contains 57418 members 
Mstep: Class 19 contains 223884 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 12594 members 
Mstep: Class 22 contains 7307 members 
Mstep: Class 23 contains 30849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147948448.000000 Penalty: 69614.101562
Iteration 38Q: 21 clusters Score -1.479484e+08 nChanged 9532
Entering ConstructFrom: 
Score: -147948448.000000 Penalty: 69614.101562
Entering ConstructFrom: 
Trying to split cluster 1 (15431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Entering Unmasked Estep 
Score: -1820932.000000 Penalty: 2391.745117
	Iteration 0F: 2 clusters Score -1820932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1809700.000000 Penalty: 4783.490234
	Iteration 0F: 3 clusters Score -1809700 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1813333.625000 Penalty: 4783.490234
	Iteration 1F: 3 clusters Score -1813334 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1813920.625000 Penalty: 4783.490234
	Iteration 2F: 3 clusters Score -1813921 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1814774.000000 Penalty: 4783.490234
	Iteration 3F: 3 clusters Score -1814774 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1815812.750000 Penalty: 4783.490234
	Iteration 4F: 3 clusters Score -1815813 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1816638.000000 Penalty: 4783.490234
	Iteration 5F: 3 clusters Score -1816638 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1817276.250000 Penalty: 4783.490234
	Iteration 6F: 3 clusters Score -1817276 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1817867.625000 Penalty: 4783.490234
	Iteration 7F: 3 clusters Score -1817868 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1818467.500000 Penalty: 4783.490234
	Iteration 8F: 3 clusters Score -1818468 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1819026.000000 Penalty: 4783.490234
	Iteration 9Q: 3 clusters Score -1819026 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1819444.500000 Penalty: 4783.490234
	Iteration 10Q: 3 clusters Score -1819444 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1819684.500000 Penalty: 4783.490234
	Iteration 11Q: 3 clusters Score -1819684 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1819810.375000 Penalty: 4783.490234
	Iteration 12Q: 3 clusters Score -1819810 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1819877.625000 Penalty: 4783.490234
	Iteration 13Q: 3 clusters Score -1819878 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1819924.875000 Penalty: 4783.490234
	Iteration 14Q: 3 clusters Score -1819925 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1819957.250000 Penalty: 4783.490234
	Iteration 15Q: 3 clusters Score -1819957 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1819989.625000 Penalty: 4783.490234
	Iteration 16Q: 3 clusters Score -1819990 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1820020.250000 Penalty: 4783.490234
	Iteration 17Q: 3 clusters Score -1820020 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1820042.375000 Penalty: 4783.490234
	Iteration 18Q: 3 clusters Score -1820042 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1820067.125000 Penalty: 4783.490234
	Iteration 19Q: 3 clusters Score -1820067 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1820089.125000 Penalty: 4783.490234
	Iteration 20F: 3 clusters Score -1820089 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1820115.125000 Penalty: 4783.490234
	Iteration 21Q: 3 clusters Score -1820115 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1820144.000000 Penalty: 4783.490234
	Iteration 22Q: 3 clusters Score -1820144 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1820171.000000 Penalty: 4783.490234
	Iteration 23Q: 3 clusters Score -1820171 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1820204.750000 Penalty: 4783.490234
	Iteration 24Q: 3 clusters Score -1820205 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1820237.375000 Penalty: 4783.490234
	Iteration 25Q: 3 clusters Score -1820237 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1820293.750000 Penalty: 4783.490234
	Iteration 26Q: 3 clusters Score -1820294 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1820380.500000 Penalty: 4783.490234
	Iteration 27Q: 3 clusters Score -1820380 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1820482.375000 Penalty: 4783.490234
	Iteration 28Q: 3 clusters Score -1820482 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1820645.875000 Penalty: 4783.490234
	Iteration 29Q: 3 clusters Score -1820646 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1820946.625000 Penalty: 4783.490234
	Iteration 30Q: 3 clusters Score -1820947 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1821379.375000 Penalty: 4783.490234
	Iteration 31Q: 3 clusters Score -1821379 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1821687.750000 Penalty: 4783.490234
	Iteration 32Q: 3 clusters Score -1821688 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1821792.875000 Penalty: 4783.490234
	Iteration 33Q: 3 clusters Score -1821793 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1821818.625000 Penalty: 4783.490234
	Iteration 34Q: 3 clusters Score -1821819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1821831.625000 Penalty: 4783.490234
	Iteration 35Q: 3 clusters Score -1821832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1821836.750000 Penalty: 4783.490234
	Iteration 36Q: 3 clusters Score -1821837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1821840.000000 Penalty: 4783.490234
	Iteration 37Q: 3 clusters Score -1821840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1821841.750000 Penalty: 4783.490234
	Iteration 38Q: 3 clusters Score -1821842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1821841.750000 Penalty: 4783.490234
	Iteration 39F: 3 clusters Score -1821842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 24928 members 
Mstep: Class 4 contains 3889 members 
Mstep: Class 5 contains 26932 members 
Mstep: Class 6 contains 200403 members 
Mstep: Class 7 contains 55299 members 
Mstep: Class 8 contains 273339 members 
Mstep: Class 9 contains 4012 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 24385 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 22069 members 
Mstep: Class 16 contains 66286 members 
Mstep: Class 17 contains 185945 members 
Mstep: Class 18 contains 57277 members 
Mstep: Class 19 contains 222695 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 22 contains 7419 members 
Mstep: Class 23 contains 31613 members 
Entering Unmasked Estep 
Score: -147949920.000000 Penalty: 73094.812500
Splitting cluster 1 changes total score from -147948448.000000 to -147949920.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (24928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Entering Unmasked Estep 
Score: -2987167.500000 Penalty: 2510.689209
	Iteration 0F: 2 clusters Score -2987168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2969909.250000 Penalty: 5021.378418
	Iteration 0F: 3 clusters Score -2969909 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2975969.750000 Penalty: 5021.378418
	Iteration 1F: 3 clusters Score -2975970 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2976396.500000 Penalty: 5021.378418
	Iteration 2F: 3 clusters Score -2976396 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2976765.000000 Penalty: 5021.378418
	Iteration 3Q: 3 clusters Score -2976765 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2977069.250000 Penalty: 5021.378418
	Iteration 4Q: 3 clusters Score -2977069 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2977394.000000 Penalty: 5021.378418
	Iteration 5Q: 3 clusters Score -2977394 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2977766.500000 Penalty: 5021.378418
	Iteration 6Q: 3 clusters Score -2977766 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2978244.750000 Penalty: 5021.378418
	Iteration 7Q: 3 clusters Score -2978245 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2978785.250000 Penalty: 5021.378418
	Iteration 8Q: 3 clusters Score -2978785 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2979466.750000 Penalty: 5021.378418
	Iteration 9Q: 3 clusters Score -2979467 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2980314.750000 Penalty: 5021.378418
	Iteration 10F: 3 clusters Score -2980315 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2981206.500000 Penalty: 5021.378418
	Iteration 11F: 3 clusters Score -2981206 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2982027.750000 Penalty: 5021.378418
	Iteration 12Q: 3 clusters Score -2982028 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2982759.250000 Penalty: 5021.378418
	Iteration 13Q: 3 clusters Score -2982759 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -2983274.750000 Penalty: 5021.378418
	Iteration 14Q: 3 clusters Score -2983275 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2983662.000000 Penalty: 5021.378418
	Iteration 15Q: 3 clusters Score -2983662 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2983926.250000 Penalty: 5021.378418
	Iteration 16Q: 3 clusters Score -2983926 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2984094.750000 Penalty: 5021.378418
	Iteration 17Q: 3 clusters Score -2984095 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2984240.250000 Penalty: 5021.378418
	Iteration 18Q: 3 clusters Score -2984240 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2984344.500000 Penalty: 5021.378418
	Iteration 19Q: 3 clusters Score -2984344 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2984435.500000 Penalty: 5021.378418
	Iteration 20F: 3 clusters Score -2984436 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2984498.500000 Penalty: 5021.378418
	Iteration 21Q: 3 clusters Score -2984498 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2984555.750000 Penalty: 5021.378418
	Iteration 22Q: 3 clusters Score -2984556 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2984610.000000 Penalty: 5021.378418
	Iteration 23Q: 3 clusters Score -2984610 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2984630.500000 Penalty: 5021.378418
	Iteration 24Q: 3 clusters Score -2984630 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2984660.000000 Penalty: 5021.378418
	Iteration 25Q: 3 clusters Score -2984660 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2984691.250000 Penalty: 5021.378418
	Iteration 26Q: 3 clusters Score -2984691 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2984712.250000 Penalty: 5021.378418
	Iteration 27Q: 3 clusters Score -2984712 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2984727.500000 Penalty: 5021.378418
	Iteration 28Q: 3 clusters Score -2984728 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2984737.750000 Penalty: 5021.378418
	Iteration 29Q: 3 clusters Score -2984738 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2984749.500000 Penalty: 5021.378418
	Iteration 30Q: 3 clusters Score -2984750 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2984764.250000 Penalty: 5021.378418
	Iteration 31Q: 3 clusters Score -2984764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2984764.750000 Penalty: 5021.378418
	Iteration 32Q: 3 clusters Score -2984765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2984779.500000 Penalty: 5021.378418
	Iteration 33Q: 3 clusters Score -2984780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2984779.750000 Penalty: 5021.378418
	Iteration 34Q: 3 clusters Score -2984780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2984792.000000 Penalty: 5021.378418
	Iteration 35Q: 3 clusters Score -2984792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2984799.750000 Penalty: 5021.378418
	Iteration 36Q: 3 clusters Score -2984800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2984806.000000 Penalty: 5021.378418
	Iteration 37Q: 3 clusters Score -2984806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2984803.000000 Penalty: 5021.378418
	Iteration 38Q: 3 clusters Score -2984803 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2984810.500000 Penalty: 5021.378418
	Iteration 39Q: 3 clusters Score -2984810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -2984808.500000 Penalty: 5021.378418
	Iteration 40F: 3 clusters Score -2984808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2984810.250000 Penalty: 5021.378418
	Iteration 41Q: 3 clusters Score -2984810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2984820.500000 Penalty: 5021.378418
	Iteration 42Q: 3 clusters Score -2984820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2984823.750000 Penalty: 5021.378418
	Iteration 43Q: 3 clusters Score -2984824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -2984828.250000 Penalty: 5021.378418
	Iteration 44Q: 3 clusters Score -2984828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -2984834.250000 Penalty: 5021.378418
	Iteration 45Q: 3 clusters Score -2984834 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2984838.000000 Penalty: 5021.378418
	Iteration 46Q: 3 clusters Score -2984838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -2984835.250000 Penalty: 5021.378418
	Iteration 47Q: 3 clusters Score -2984835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2984842.250000 Penalty: 5021.378418
	Iteration 48Q: 3 clusters Score -2984842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -2984849.250000 Penalty: 5021.378418
	Iteration 49Q: 3 clusters Score -2984849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2984845.750000 Penalty: 5021.378418
	Iteration 50Q: 3 clusters Score -2984846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -2984850.750000 Penalty: 5021.378418
	Iteration 51Q: 3 clusters Score -2984851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2984852.500000 Penalty: 5021.378418
	Iteration 52Q: 3 clusters Score -2984852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -2984862.500000 Penalty: 5021.378418
	Iteration 53Q: 3 clusters Score -2984862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -2984870.250000 Penalty: 5021.378418
	Iteration 54Q: 3 clusters Score -2984870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2984868.000000 Penalty: 5021.378418
	Iteration 55Q: 3 clusters Score -2984868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -2984874.750000 Penalty: 5021.378418
	Iteration 56Q: 3 clusters Score -2984875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2984884.000000 Penalty: 5021.378418
	Iteration 57Q: 3 clusters Score -2984884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -2984886.000000 Penalty: 5021.378418
	Iteration 58Q: 3 clusters Score -2984886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2984891.250000 Penalty: 5021.378418
	Iteration 59Q: 3 clusters Score -2984891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2984890.000000 Penalty: 5021.378418
	Iteration 60F: 3 clusters Score -2984890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -2984889.250000 Penalty: 5021.378418
	Iteration 61Q: 3 clusters Score -2984889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -2984894.000000 Penalty: 5021.378418
	Iteration 62Q: 3 clusters Score -2984894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -2984894.000000 Penalty: 5021.378418
	Iteration 63Q: 3 clusters Score -2984894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -2984896.750000 Penalty: 5021.378418
	Iteration 64Q: 3 clusters Score -2984897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -2984901.250000 Penalty: 5021.378418
	Iteration 65Q: 3 clusters Score -2984901 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2984904.000000 Penalty: 5021.378418
	Iteration 66Q: 3 clusters Score -2984904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -2984907.750000 Penalty: 5021.378418
	Iteration 67Q: 3 clusters Score -2984908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -2984913.000000 Penalty: 5021.378418
	Iteration 68Q: 3 clusters Score -2984913 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2984921.500000 Penalty: 5021.378418
	Iteration 69Q: 3 clusters Score -2984922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -2984924.500000 Penalty: 5021.378418
	Iteration 70Q: 3 clusters Score -2984924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -2984932.000000 Penalty: 5021.378418
	Iteration 71Q: 3 clusters Score -2984932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -2984932.750000 Penalty: 5021.378418
	Iteration 72Q: 3 clusters Score -2984933 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -2984934.750000 Penalty: 5021.378418
	Iteration 73Q: 3 clusters Score -2984935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2984951.250000 Penalty: 5021.378418
	Iteration 74Q: 3 clusters Score -2984951 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -2984956.250000 Penalty: 5021.378418
	Iteration 75Q: 3 clusters Score -2984956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -2984968.000000 Penalty: 5021.378418
	Iteration 76Q: 3 clusters Score -2984968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -2984974.500000 Penalty: 5021.378418
	Iteration 77Q: 3 clusters Score -2984974 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2984985.000000 Penalty: 5021.378418
	Iteration 78Q: 3 clusters Score -2984985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -2984989.750000 Penalty: 5021.378418
	Iteration 79Q: 3 clusters Score -2984990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -2984992.500000 Penalty: 5021.378418
	Iteration 80F: 3 clusters Score -2984992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -2984999.750000 Penalty: 5021.378418
	Iteration 81Q: 3 clusters Score -2985000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -2985000.250000 Penalty: 5021.378418
	Iteration 82Q: 3 clusters Score -2985000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -2985013.750000 Penalty: 5021.378418
	Iteration 83Q: 3 clusters Score -2985014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -2985018.000000 Penalty: 5021.378418
	Iteration 84Q: 3 clusters Score -2985018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -2985022.500000 Penalty: 5021.378418
	Iteration 85Q: 3 clusters Score -2985022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2985033.250000 Penalty: 5021.378418
	Iteration 86Q: 3 clusters Score -2985033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -2985036.750000 Penalty: 5021.378418
	Iteration 87Q: 3 clusters Score -2985037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2985046.000000 Penalty: 5021.378418
	Iteration 88Q: 3 clusters Score -2985046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -2985063.000000 Penalty: 5021.378418
	Iteration 89Q: 3 clusters Score -2985063 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -2985079.500000 Penalty: 5021.378418
	Iteration 90Q: 3 clusters Score -2985080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -2985087.000000 Penalty: 5021.378418
	Iteration 91Q: 3 clusters Score -2985087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -2985083.500000 Penalty: 5021.378418
	Iteration 92Q: 3 clusters Score -2985084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -2985091.750000 Penalty: 5021.378418
	Iteration 93Q: 3 clusters Score -2985092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -2985101.250000 Penalty: 5021.378418
	Iteration 94Q: 3 clusters Score -2985101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -2985105.000000 Penalty: 5021.378418
	Iteration 95Q: 3 clusters Score -2985105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -2985108.750000 Penalty: 5021.378418
	Iteration 96Q: 3 clusters Score -2985109 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -2985111.250000 Penalty: 5021.378418
	Iteration 97Q: 3 clusters Score -2985111 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -2985111.750000 Penalty: 5021.378418
	Iteration 98Q: 3 clusters Score -2985112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -2985126.000000 Penalty: 5021.378418
	Iteration 99Q: 3 clusters Score -2985126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -2985137.500000 Penalty: 5021.378418
	Iteration 100F: 3 clusters Score -2985138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -2985141.000000 Penalty: 5021.378418
	Iteration 101Q: 3 clusters Score -2985141 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -2985145.250000 Penalty: 5021.378418
	Iteration 102Q: 3 clusters Score -2985145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -2985155.250000 Penalty: 5021.378418
	Iteration 103Q: 3 clusters Score -2985155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -2985161.250000 Penalty: 5021.378418
	Iteration 104Q: 3 clusters Score -2985161 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2985169.750000 Penalty: 5021.378418
	Iteration 105Q: 3 clusters Score -2985170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2985174.250000 Penalty: 5021.378418
	Iteration 106Q: 3 clusters Score -2985174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -2985187.000000 Penalty: 5021.378418
	Iteration 107Q: 3 clusters Score -2985187 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -2985203.250000 Penalty: 5021.378418
	Iteration 108Q: 3 clusters Score -2985203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -2985213.750000 Penalty: 5021.378418
	Iteration 109Q: 3 clusters Score -2985214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2985230.000000 Penalty: 5021.378418
	Iteration 110Q: 3 clusters Score -2985230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -2985249.250000 Penalty: 5021.378418
	Iteration 111Q: 3 clusters Score -2985249 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -2985274.250000 Penalty: 5021.378418
	Iteration 112Q: 3 clusters Score -2985274 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2985306.250000 Penalty: 5021.378418
	Iteration 113Q: 3 clusters Score -2985306 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -2985345.250000 Penalty: 5021.378418
	Iteration 114Q: 3 clusters Score -2985345 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -2985406.000000 Penalty: 5021.378418
	Iteration 115Q: 3 clusters Score -2985406 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -2985474.750000 Penalty: 5021.378418
	Iteration 116Q: 3 clusters Score -2985475 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -2985550.500000 Penalty: 5021.378418
	Iteration 117Q: 3 clusters Score -2985550 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -2985638.250000 Penalty: 5021.378418
	Iteration 118Q: 3 clusters Score -2985638 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -2985739.000000 Penalty: 5021.378418
	Iteration 119Q: 3 clusters Score -2985739 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -2985808.000000 Penalty: 5021.378418
	Iteration 120F: 3 clusters Score -2985808 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -2985856.000000 Penalty: 5021.378418
	Iteration 121Q: 3 clusters Score -2985856 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -2985874.750000 Penalty: 5021.378418
	Iteration 122Q: 3 clusters Score -2985875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -2985882.250000 Penalty: 5021.378418
	Iteration 123Q: 3 clusters Score -2985882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -2985893.000000 Penalty: 5021.378418
	Iteration 124Q: 3 clusters Score -2985893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -2985896.500000 Penalty: 5021.378418
	Iteration 125Q: 3 clusters Score -2985896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -2985903.750000 Penalty: 5021.378418
	Iteration 126Q: 3 clusters Score -2985904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2985907.250000 Penalty: 5021.378418
	Iteration 127Q: 3 clusters Score -2985907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -2985916.750000 Penalty: 5021.378418
	Iteration 128Q: 3 clusters Score -2985917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -2985926.000000 Penalty: 5021.378418
	Iteration 129Q: 3 clusters Score -2985926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -2985930.750000 Penalty: 5021.378418
	Iteration 130Q: 3 clusters Score -2985931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -2985935.750000 Penalty: 5021.378418
	Iteration 131Q: 3 clusters Score -2985936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -2985931.750000 Penalty: 5021.378418
	Iteration 132Q: 3 clusters Score -2985932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -2985934.500000 Penalty: 5021.378418
	Iteration 133Q: 3 clusters Score -2985934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -2985933.750000 Penalty: 5021.378418
	Iteration 134Q: 3 clusters Score -2985934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -2985935.000000 Penalty: 5021.378418
	Iteration 135Q: 3 clusters Score -2985935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -2985935.000000 Penalty: 5021.378418
	Iteration 136Q: 3 clusters Score -2985935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -2985940.000000 Penalty: 5021.378418
	Iteration 137Q: 3 clusters Score -2985940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -2985944.500000 Penalty: 5021.378418
	Iteration 138Q: 3 clusters Score -2985944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -2985943.250000 Penalty: 5021.378418
	Iteration 139Q: 3 clusters Score -2985943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -2985944.750000 Penalty: 5021.378418
	Iteration 140F: 3 clusters Score -2985945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -2985945.000000 Penalty: 5021.378418
	Iteration 141Q: 3 clusters Score -2985945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -2985942.500000 Penalty: 5021.378418
	Iteration 142Q: 3 clusters Score -2985942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -2985942.500000 Penalty: 5021.378418
	Iteration 143F: 3 clusters Score -2985942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Entering Unmasked Estep 
Score: -450641.531250 Penalty: 2049.945068
	Iteration 0F: 2 clusters Score -450641.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -446802.218750 Penalty: 4099.890137
	Iteration 0F: 3 clusters Score -446802.2 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -447731.343750 Penalty: 4099.890137
	Iteration 1F: 3 clusters Score -447731.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -447923.093750 Penalty: 4099.890137
	Iteration 2F: 3 clusters Score -447923.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -448075.812500 Penalty: 4099.890137
	Iteration 3Q: 3 clusters Score -448075.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -448239.812500 Penalty: 4099.890137
	Iteration 4Q: 3 clusters Score -448239.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -448366.000000 Penalty: 4099.890137
	Iteration 5Q: 3 clusters Score -448366 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -448472.250000 Penalty: 4099.890137
	Iteration 6Q: 3 clusters Score -448472.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -448572.875000 Penalty: 4099.890137
	Iteration 7Q: 3 clusters Score -448572.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -448691.843750 Penalty: 4099.890137
	Iteration 8Q: 3 clusters Score -448691.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -448833.843750 Penalty: 4099.890137
	Iteration 9Q: 3 clusters Score -448833.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -448966.968750 Penalty: 4099.890137
	Iteration 10Q: 3 clusters Score -448967 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -449094.500000 Penalty: 4099.890137
	Iteration 11Q: 3 clusters Score -449094.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -449211.093750 Penalty: 4099.890137
	Iteration 12Q: 3 clusters Score -449211.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -449290.593750 Penalty: 4099.890137
	Iteration 13Q: 3 clusters Score -449290.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -449331.781250 Penalty: 4099.890137
	Iteration 14Q: 3 clusters Score -449331.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -449358.437500 Penalty: 4099.890137
	Iteration 15Q: 3 clusters Score -449358.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -449373.000000 Penalty: 4099.890137
	Iteration 16Q: 3 clusters Score -449373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -449382.406250 Penalty: 4099.890137
	Iteration 17Q: 3 clusters Score -449382.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -449388.843750 Penalty: 4099.890137
	Iteration 18Q: 3 clusters Score -449388.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -449395.281250 Penalty: 4099.890137
	Iteration 19Q: 3 clusters Score -449395.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -449401.531250 Penalty: 4099.890137
	Iteration 20F: 3 clusters Score -449401.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -449404.375000 Penalty: 4099.890137
	Iteration 21Q: 3 clusters Score -449404.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -449410.062500 Penalty: 4099.890137
	Iteration 22Q: 3 clusters Score -449410.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -449412.312500 Penalty: 4099.890137
	Iteration 23Q: 3 clusters Score -449412.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -449414.625000 Penalty: 4099.890137
	Iteration 24Q: 3 clusters Score -449414.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -449415.718750 Penalty: 4099.890137
	Iteration 25Q: 3 clusters Score -449415.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -449416.281250 Penalty: 4099.890137
	Iteration 26Q: 3 clusters Score -449416.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -449417.968750 Penalty: 4099.890137
	Iteration 27Q: 3 clusters Score -449418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -449419.000000 Penalty: 4099.890137
	Iteration 28Q: 3 clusters Score -449419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -449422.281250 Penalty: 4099.890137
	Iteration 29Q: 3 clusters Score -449422.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -449425.468750 Penalty: 4099.890137
	Iteration 30Q: 3 clusters Score -449425.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -449427.531250 Penalty: 4099.890137
	Iteration 31Q: 3 clusters Score -449427.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -449428.062500 Penalty: 4099.890137
	Iteration 32Q: 3 clusters Score -449428.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -449430.468750 Penalty: 4099.890137
	Iteration 33Q: 3 clusters Score -449430.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -449432.562500 Penalty: 4099.890137
	Iteration 34Q: 3 clusters Score -449432.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -449432.906250 Penalty: 4099.890137
	Iteration 35Q: 3 clusters Score -449432.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -449432.906250 Penalty: 4099.890137
	Iteration 36F: 3 clusters Score -449432.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Entering Unmasked Estep 
Score: -3163393.250000 Penalty: 2529.865479
	Iteration 0F: 2 clusters Score -3163393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3144742.500000 Penalty: 5059.730957
	Iteration 0F: 3 clusters Score -3144742 nChanged 12122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -3152100.250000 Penalty: 5059.730957
	Iteration 1F: 3 clusters Score -3152100 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -3153609.750000 Penalty: 5059.730957
	Iteration 2F: 3 clusters Score -3153610 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -3154919.500000 Penalty: 5059.730957
	Iteration 3F: 3 clusters Score -3154920 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -3156041.500000 Penalty: 5059.730957
	Iteration 4F: 3 clusters Score -3156042 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3157110.000000 Penalty: 5059.730957
	Iteration 5F: 3 clusters Score -3157110 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3157999.250000 Penalty: 5059.730957
	Iteration 6F: 3 clusters Score -3157999 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -3158763.500000 Penalty: 5059.730957
	Iteration 7F: 3 clusters Score -3158764 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -3159596.500000 Penalty: 5059.730957
	Iteration 8F: 3 clusters Score -3159596 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3160639.250000 Penalty: 5059.730957
	Iteration 9F: 3 clusters Score -3160639 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -3161984.250000 Penalty: 5059.730957
	Iteration 10F: 3 clusters Score -3161984 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -3163232.250000 Penalty: 5059.730957
	Iteration 11F: 3 clusters Score -3163232 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -3164170.750000 Penalty: 5059.730957
	Iteration 12Q: 3 clusters Score -3164171 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -3164823.000000 Penalty: 5059.730957
	Iteration 13Q: 3 clusters Score -3164823 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3165401.250000 Penalty: 5059.730957
	Iteration 14Q: 3 clusters Score -3165401 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -3165858.750000 Penalty: 5059.730957
	Iteration 15Q: 3 clusters Score -3165859 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3166130.000000 Penalty: 5059.730957
	Iteration 16Q: 3 clusters Score -3166130 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -3166240.750000 Penalty: 5059.730957
	Iteration 17Q: 3 clusters Score -3166241 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -3166276.250000 Penalty: 5059.730957
	Iteration 18Q: 3 clusters Score -3166276 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -3166280.000000 Penalty: 5059.730957
	Iteration 19Q: 3 clusters Score -3166280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3166294.250000 Penalty: 5059.730957
	Iteration 20F: 3 clusters Score -3166294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -3166295.250000 Penalty: 5059.730957
	Iteration 21Q: 3 clusters Score -3166295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -3166308.000000 Penalty: 5059.730957
	Iteration 22Q: 3 clusters Score -3166308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -3166306.750000 Penalty: 5059.730957
	Iteration 23Q: 3 clusters Score -3166307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -3166308.250000 Penalty: 5059.730957
	Iteration 24Q: 3 clusters Score -3166308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3166310.000000 Penalty: 5059.730957
	Iteration 25Q: 3 clusters Score -3166310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -3166313.750000 Penalty: 5059.730957
	Iteration 26Q: 3 clusters Score -3166314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3166310.750000 Penalty: 5059.730957
	Iteration 27Q: 3 clusters Score -3166311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -3166310.000000 Penalty: 5059.730957
	Iteration 28Q: 3 clusters Score -3166310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3166310.500000 Penalty: 5059.730957
	Iteration 29Q: 3 clusters Score -3166310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -3166310.500000 Penalty: 5059.730957
	Iteration 30Q: 3 clusters Score -3166310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3166311.500000 Penalty: 5059.730957
	Iteration 31Q: 3 clusters Score -3166312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -3166313.250000 Penalty: 5059.730957
	Iteration 32Q: 3 clusters Score -3166313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3166314.250000 Penalty: 5059.730957
	Iteration 33Q: 3 clusters Score -3166314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -3166313.750000 Penalty: 5059.730957
	Iteration 34Q: 3 clusters Score -3166314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3166315.500000 Penalty: 5059.730957
	Iteration 35Q: 3 clusters Score -3166316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -3166312.250000 Penalty: 5059.730957
	Iteration 36Q: 3 clusters Score -3166312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3166313.250000 Penalty: 5059.730957
	Iteration 37Q: 3 clusters Score -3166313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -3166316.000000 Penalty: 5059.730957
	Iteration 38Q: 3 clusters Score -3166316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -3166314.500000 Penalty: 5059.730957
	Iteration 39Q: 3 clusters Score -3166314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -3166313.500000 Penalty: 5059.730957
	Iteration 40F: 3 clusters Score -3166314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -3166314.000000 Penalty: 5059.730957
	Iteration 41Q: 3 clusters Score -3166314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -3166314.000000 Penalty: 5059.730957
	Iteration 42F: 3 clusters Score -3166314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 24928 members 
Mstep: Class 4 contains 3889 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 200403 members 
Mstep: Class 7 contains 55299 members 
Mstep: Class 8 contains 273339 members 
Mstep: Class 9 contains 4012 members 
Mstep: Class 10 contains 24317 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 24385 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 22069 members 
Mstep: Class 16 contains 66286 members 
Mstep: Class 17 contains 185945 members 
Mstep: Class 18 contains 57277 members 
Mstep: Class 19 contains 222695 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 22 contains 7419 members 
Mstep: Class 23 contains 31613 members 
Entering Unmasked Estep 
Score: -147950896.000000 Penalty: 76575.515625
Splitting cluster 5 changes total score from -147948448.000000 to -147950896.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 6 (200403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200403 members 
Entering Unmasked Estep 
Score: -24154242.000000 Penalty: 3027.605225
	Iteration 0F: 2 clusters Score -2.415424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100225 members 
Mstep: Class 2 contains 100178 members 
Entering Unmasked Estep 
Score: -24021896.000000 Penalty: 6055.210449
	Iteration 0F: 3 clusters Score -2.40219e+07 nChanged 96446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99889 members 
Mstep: Class 2 contains 100514 members 
Entering Unmasked Estep 
Score: -24078868.000000 Penalty: 6055.210449
	Iteration 1F: 3 clusters Score -2.407887e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99560 members 
Mstep: Class 2 contains 100843 members 
Entering Unmasked Estep 
Score: -24080460.000000 Penalty: 6055.210449
	Iteration 2Q: 3 clusters Score -2.408046e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99026 members 
Mstep: Class 2 contains 101377 members 
Entering Unmasked Estep 
Score: -24082840.000000 Penalty: 6055.210449
	Iteration 3Q: 3 clusters Score -2.408284e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98074 members 
Mstep: Class 2 contains 102329 members 
Entering Unmasked Estep 
Score: -24086058.000000 Penalty: 6055.210449
	Iteration 4Q: 3 clusters Score -2.408606e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96444 members 
Mstep: Class 2 contains 103959 members 
Entering Unmasked Estep 
Score: -24090786.000000 Penalty: 6055.210449
	Iteration 5Q: 3 clusters Score -2.409079e+07 nChanged 11375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94125 members 
Mstep: Class 2 contains 106278 members 
Entering Unmasked Estep 
Score: -24096852.000000 Penalty: 6055.210449
	Iteration 6F: 3 clusters Score -2.409685e+07 nChanged 12161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91110 members 
Mstep: Class 2 contains 109293 members 
Entering Unmasked Estep 
Score: -24103434.000000 Penalty: 6055.210449
	Iteration 7F: 3 clusters Score -2.410343e+07 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87380 members 
Mstep: Class 2 contains 113023 members 
Entering Unmasked Estep 
Score: -24110920.000000 Penalty: 6055.210449
	Iteration 8F: 3 clusters Score -2.411092e+07 nChanged 11076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83742 members 
Mstep: Class 2 contains 116661 members 
Entering Unmasked Estep 
Score: -24117626.000000 Penalty: 6055.210449
	Iteration 9F: 3 clusters Score -2.411763e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80393 members 
Mstep: Class 2 contains 120010 members 
Entering Unmasked Estep 
Score: -24122502.000000 Penalty: 6055.210449
	Iteration 10Q: 3 clusters Score -2.41225e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77376 members 
Mstep: Class 2 contains 123027 members 
Entering Unmasked Estep 
Score: -24125358.000000 Penalty: 6055.210449
	Iteration 11Q: 3 clusters Score -2.412536e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74312 members 
Mstep: Class 2 contains 126091 members 
Entering Unmasked Estep 
Score: -24126824.000000 Penalty: 6055.210449
	Iteration 12Q: 3 clusters Score -2.412682e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71137 members 
Mstep: Class 2 contains 129266 members 
Entering Unmasked Estep 
Score: -24128164.000000 Penalty: 6055.210449
	Iteration 13Q: 3 clusters Score -2.412816e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67843 members 
Mstep: Class 2 contains 132560 members 
Entering Unmasked Estep 
Score: -24129156.000000 Penalty: 6055.210449
	Iteration 14Q: 3 clusters Score -2.412916e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 135927 members 
Entering Unmasked Estep 
Score: -24130048.000000 Penalty: 6055.210449
	Iteration 15Q: 3 clusters Score -2.413005e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61032 members 
Mstep: Class 2 contains 139371 members 
Entering Unmasked Estep 
Score: -24131006.000000 Penalty: 6055.210449
	Iteration 16Q: 3 clusters Score -2.413101e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57443 members 
Mstep: Class 2 contains 142960 members 
Entering Unmasked Estep 
Score: -24132230.000000 Penalty: 6055.210449
	Iteration 17Q: 3 clusters Score -2.413223e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53846 members 
Mstep: Class 2 contains 146557 members 
Entering Unmasked Estep 
Score: -24133294.000000 Penalty: 6055.210449
	Iteration 18Q: 3 clusters Score -2.413329e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 150181 members 
Entering Unmasked Estep 
Score: -24134486.000000 Penalty: 6055.210449
	Iteration 19Q: 3 clusters Score -2.413449e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 153790 members 
Entering Unmasked Estep 
Score: -24135788.000000 Penalty: 6055.210449
	Iteration 20F: 3 clusters Score -2.413579e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 157420 members 
Entering Unmasked Estep 
Score: -24136884.000000 Penalty: 6055.210449
	Iteration 21Q: 3 clusters Score -2.413688e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 161025 members 
Entering Unmasked Estep 
Score: -24138300.000000 Penalty: 6055.210449
	Iteration 22Q: 3 clusters Score -2.41383e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 164551 members 
Entering Unmasked Estep 
Score: -24139596.000000 Penalty: 6055.210449
	Iteration 23Q: 3 clusters Score -2.41396e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 167888 members 
Entering Unmasked Estep 
Score: -24140822.000000 Penalty: 6055.210449
	Iteration 24Q: 3 clusters Score -2.414082e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 171071 members 
Entering Unmasked Estep 
Score: -24142150.000000 Penalty: 6055.210449
	Iteration 25Q: 3 clusters Score -2.414215e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 174029 members 
Entering Unmasked Estep 
Score: -24143394.000000 Penalty: 6055.210449
	Iteration 26Q: 3 clusters Score -2.414339e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 176848 members 
Entering Unmasked Estep 
Score: -24144360.000000 Penalty: 6055.210449
	Iteration 27Q: 3 clusters Score -2.414436e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 179413 members 
Entering Unmasked Estep 
Score: -24145196.000000 Penalty: 6055.210449
	Iteration 28Q: 3 clusters Score -2.41452e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 181726 members 
Entering Unmasked Estep 
Score: -24146076.000000 Penalty: 6055.210449
	Iteration 29Q: 3 clusters Score -2.414608e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 183849 members 
Entering Unmasked Estep 
Score: -24146858.000000 Penalty: 6055.210449
	Iteration 30Q: 3 clusters Score -2.414686e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 185670 members 
Entering Unmasked Estep 
Score: -24147614.000000 Penalty: 6055.210449
	Iteration 31Q: 3 clusters Score -2.414761e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 187287 members 
Entering Unmasked Estep 
Score: -24148198.000000 Penalty: 6055.210449
	Iteration 32Q: 3 clusters Score -2.41482e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 188745 members 
Entering Unmasked Estep 
Score: -24148696.000000 Penalty: 6055.210449
	Iteration 33Q: 3 clusters Score -2.41487e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 190097 members 
Entering Unmasked Estep 
Score: -24149234.000000 Penalty: 6055.210449
	Iteration 34Q: 3 clusters Score -2.414923e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 191285 members 
Entering Unmasked Estep 
Score: -24149720.000000 Penalty: 6055.210449
	Iteration 35Q: 3 clusters Score -2.414972e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 192324 members 
Entering Unmasked Estep 
Score: -24150160.000000 Penalty: 6055.210449
	Iteration 36Q: 3 clusters Score -2.415016e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 193184 members 
Entering Unmasked Estep 
Score: -24150524.000000 Penalty: 6055.210449
	Iteration 37Q: 3 clusters Score -2.415052e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 193939 members 
Entering Unmasked Estep 
Score: -24150798.000000 Penalty: 6055.210449
	Iteration 38Q: 3 clusters Score -2.41508e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 194582 members 
Entering Unmasked Estep 
Score: -24150982.000000 Penalty: 6055.210449
	Iteration 39Q: 3 clusters Score -2.415098e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 195095 members 
Entering Unmasked Estep 
Score: -24151236.000000 Penalty: 6055.210449
	Iteration 40F: 3 clusters Score -2.415124e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 195531 members 
Entering Unmasked Estep 
Score: -24151454.000000 Penalty: 6055.210449
	Iteration 41Q: 3 clusters Score -2.415145e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 195900 members 
Entering Unmasked Estep 
Score: -24151698.000000 Penalty: 6055.210449
	Iteration 42Q: 3 clusters Score -2.41517e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 196231 members 
Entering Unmasked Estep 
Score: -24151810.000000 Penalty: 6055.210449
	Iteration 43Q: 3 clusters Score -2.415181e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 196455 members 
Entering Unmasked Estep 
Score: -24151904.000000 Penalty: 6055.210449
	Iteration 44Q: 3 clusters Score -2.41519e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 196656 members 
Entering Unmasked Estep 
Score: -24151998.000000 Penalty: 6055.210449
	Iteration 45Q: 3 clusters Score -2.4152e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 196811 members 
Entering Unmasked Estep 
Score: -24152110.000000 Penalty: 6055.210449
	Iteration 46Q: 3 clusters Score -2.415211e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 196940 members 
Entering Unmasked Estep 
Score: -24152168.000000 Penalty: 6055.210449
	Iteration 47Q: 3 clusters Score -2.415217e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 197021 members 
Entering Unmasked Estep 
Score: -24152190.000000 Penalty: 6055.210449
	Iteration 48Q: 3 clusters Score -2.415219e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 197096 members 
Entering Unmasked Estep 
Score: -24152192.000000 Penalty: 6055.210449
	Iteration 49Q: 3 clusters Score -2.415219e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 197178 members 
Entering Unmasked Estep 
Score: -24152246.000000 Penalty: 6055.210449
	Iteration 50Q: 3 clusters Score -2.415225e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 197234 members 
Entering Unmasked Estep 
Score: -24152272.000000 Penalty: 6055.210449
	Iteration 51Q: 3 clusters Score -2.415227e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 197288 members 
Entering Unmasked Estep 
Score: -24152254.000000 Penalty: 6055.210449
	Iteration 52Q: 3 clusters Score -2.415225e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 197340 members 
Entering Unmasked Estep 
Score: -24152252.000000 Penalty: 6055.210449
	Iteration 53Q: 3 clusters Score -2.415225e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 197389 members 
Entering Unmasked Estep 
Score: -24152294.000000 Penalty: 6055.210449
	Iteration 54Q: 3 clusters Score -2.415229e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 197436 members 
Entering Unmasked Estep 
Score: -24152330.000000 Penalty: 6055.210449
	Iteration 55Q: 3 clusters Score -2.415233e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 197478 members 
Entering Unmasked Estep 
Score: -24152346.000000 Penalty: 6055.210449
	Iteration 56Q: 3 clusters Score -2.415235e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 197504 members 
Entering Unmasked Estep 
Score: -24152362.000000 Penalty: 6055.210449
	Iteration 57Q: 3 clusters Score -2.415236e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 197533 members 
Entering Unmasked Estep 
Score: -24152380.000000 Penalty: 6055.210449
	Iteration 58Q: 3 clusters Score -2.415238e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 197564 members 
Entering Unmasked Estep 
Score: -24152384.000000 Penalty: 6055.210449
	Iteration 59Q: 3 clusters Score -2.415238e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 197576 members 
Entering Unmasked Estep 
Score: -24152390.000000 Penalty: 6055.210449
	Iteration 60F: 3 clusters Score -2.415239e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 197601 members 
Entering Unmasked Estep 
Score: -24152426.000000 Penalty: 6055.210449
	Iteration 61Q: 3 clusters Score -2.415243e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 197637 members 
Entering Unmasked Estep 
Score: -24152432.000000 Penalty: 6055.210449
	Iteration 62Q: 3 clusters Score -2.415243e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 197669 members 
Entering Unmasked Estep 
Score: -24152408.000000 Penalty: 6055.210449
	Iteration 63Q: 3 clusters Score -2.415241e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 197693 members 
Entering Unmasked Estep 
Score: -24152404.000000 Penalty: 6055.210449
	Iteration 64Q: 3 clusters Score -2.41524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 197713 members 
Entering Unmasked Estep 
Score: -24152414.000000 Penalty: 6055.210449
	Iteration 65Q: 3 clusters Score -2.415241e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 197737 members 
Entering Unmasked Estep 
Score: -24152408.000000 Penalty: 6055.210449
	Iteration 66Q: 3 clusters Score -2.415241e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 197755 members 
Entering Unmasked Estep 
Score: -24152392.000000 Penalty: 6055.210449
	Iteration 67Q: 3 clusters Score -2.415239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 197765 members 
Entering Unmasked Estep 
Score: -24152390.000000 Penalty: 6055.210449
	Iteration 68Q: 3 clusters Score -2.415239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 197777 members 
Entering Unmasked Estep 
Score: -24152390.000000 Penalty: 6055.210449
	Iteration 69Q: 3 clusters Score -2.415239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 197781 members 
Entering Unmasked Estep 
Score: -24152402.000000 Penalty: 6055.210449
	Iteration 70Q: 3 clusters Score -2.41524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 197783 members 
Entering Unmasked Estep 
Score: -24152406.000000 Penalty: 6055.210449
	Iteration 71Q: 3 clusters Score -2.415241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 197787 members 
Entering Unmasked Estep 
Score: -24152388.000000 Penalty: 6055.210449
	Iteration 72Q: 3 clusters Score -2.415239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 197791 members 
Entering Unmasked Estep 
Score: -24152402.000000 Penalty: 6055.210449
	Iteration 73Q: 3 clusters Score -2.41524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 197798 members 
Entering Unmasked Estep 
Score: -24152386.000000 Penalty: 6055.210449
	Iteration 74Q: 3 clusters Score -2.415239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 197797 members 
Entering Unmasked Estep 
Score: -24152394.000000 Penalty: 6055.210449
	Iteration 75Q: 3 clusters Score -2.415239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 197802 members 
Entering Unmasked Estep 
Score: -24152398.000000 Penalty: 6055.210449
	Iteration 76Q: 3 clusters Score -2.41524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 197803 members 
Entering Unmasked Estep 
Score: -24152398.000000 Penalty: 6055.210449
	Iteration 77Q: 3 clusters Score -2.41524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 197804 members 
Entering Unmasked Estep 
Score: -24152398.000000 Penalty: 6055.210449
	Iteration 78Q: 3 clusters Score -2.41524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 197804 members 
Entering Unmasked Estep 
Score: -24152398.000000 Penalty: 6055.210449
	Iteration 79F: 3 clusters Score -2.41524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (55299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Entering Unmasked Estep 
Score: -6665922.000000 Penalty: 2708.286621
	Iteration 0F: 2 clusters Score -6665922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -6628473.500000 Penalty: 5416.573242
	Iteration 0F: 3 clusters Score -6628474 nChanged 25695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -6643329.000000 Penalty: 5416.573242
	Iteration 1F: 3 clusters Score -6643329 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -6643978.000000 Penalty: 5416.573242
	Iteration 2Q: 3 clusters Score -6643978 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -6644651.500000 Penalty: 5416.573242
	Iteration 3Q: 3 clusters Score -6644652 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -6645395.000000 Penalty: 5416.573242
	Iteration 4Q: 3 clusters Score -6645395 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -6646419.000000 Penalty: 5416.573242
	Iteration 5Q: 3 clusters Score -6646419 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -6647786.000000 Penalty: 5416.573242
	Iteration 6Q: 3 clusters Score -6647786 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -6649668.500000 Penalty: 5416.573242
	Iteration 7F: 3 clusters Score -6649668 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -6651874.500000 Penalty: 5416.573242
	Iteration 8F: 3 clusters Score -6651874 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -6654256.000000 Penalty: 5416.573242
	Iteration 9F: 3 clusters Score -6654256 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -6656486.000000 Penalty: 5416.573242
	Iteration 10F: 3 clusters Score -6656486 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -6658535.500000 Penalty: 5416.573242
	Iteration 11Q: 3 clusters Score -6658536 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -6660149.500000 Penalty: 5416.573242
	Iteration 12Q: 3 clusters Score -6660150 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -6661257.500000 Penalty: 5416.573242
	Iteration 13Q: 3 clusters Score -6661258 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -6662048.500000 Penalty: 5416.573242
	Iteration 14Q: 3 clusters Score -6662048 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -6662616.000000 Penalty: 5416.573242
	Iteration 15Q: 3 clusters Score -6662616 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -6662990.500000 Penalty: 5416.573242
	Iteration 16Q: 3 clusters Score -6662990 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6663239.000000 Penalty: 5416.573242
	Iteration 17Q: 3 clusters Score -6663239 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53562 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6663412.000000 Penalty: 5416.573242
	Iteration 18Q: 3 clusters Score -6663412 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6663528.500000 Penalty: 5416.573242
	Iteration 19Q: 3 clusters Score -6663528 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6663627.500000 Penalty: 5416.573242
	Iteration 20F: 3 clusters Score -6663628 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6663708.500000 Penalty: 5416.573242
	Iteration 21Q: 3 clusters Score -6663708 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -6663767.000000 Penalty: 5416.573242
	Iteration 22Q: 3 clusters Score -6663767 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -6663815.500000 Penalty: 5416.573242
	Iteration 23Q: 3 clusters Score -6663816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6663870.000000 Penalty: 5416.573242
	Iteration 24Q: 3 clusters Score -6663870 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6663909.500000 Penalty: 5416.573242
	Iteration 25Q: 3 clusters Score -6663910 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6663935.500000 Penalty: 5416.573242
	Iteration 26Q: 3 clusters Score -6663936 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6663974.500000 Penalty: 5416.573242
	Iteration 27Q: 3 clusters Score -6663974 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6664009.000000 Penalty: 5416.573242
	Iteration 28Q: 3 clusters Score -6664009 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54139 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6664047.000000 Penalty: 5416.573242
	Iteration 29Q: 3 clusters Score -6664047 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54139 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -6664082.000000 Penalty: 5416.573242
	Iteration 30Q: 3 clusters Score -6664082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6664098.500000 Penalty: 5416.573242
	Iteration 31Q: 3 clusters Score -6664098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6664106.500000 Penalty: 5416.573242
	Iteration 32Q: 3 clusters Score -6664106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54119 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -6664110.000000 Penalty: 5416.573242
	Iteration 33Q: 3 clusters Score -6664110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54118 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6664127.000000 Penalty: 5416.573242
	Iteration 34Q: 3 clusters Score -6664127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6664128.500000 Penalty: 5416.573242
	Iteration 35Q: 3 clusters Score -6664128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6664140.000000 Penalty: 5416.573242
	Iteration 36Q: 3 clusters Score -6664140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6664147.500000 Penalty: 5416.573242
	Iteration 37Q: 3 clusters Score -6664148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6664154.500000 Penalty: 5416.573242
	Iteration 38Q: 3 clusters Score -6664154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6664152.000000 Penalty: 5416.573242
	Iteration 39Q: 3 clusters Score -6664152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6664151.500000 Penalty: 5416.573242
	Iteration 40F: 3 clusters Score -6664152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6664164.500000 Penalty: 5416.573242
	Iteration 41Q: 3 clusters Score -6664164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6664160.000000 Penalty: 5416.573242
	Iteration 42Q: 3 clusters Score -6664160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6664164.500000 Penalty: 5416.573242
	Iteration 43Q: 3 clusters Score -6664164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6664164.500000 Penalty: 5416.573242
	Iteration 44Q: 3 clusters Score -6664164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -6664164.000000 Penalty: 5416.573242
	Iteration 45Q: 3 clusters Score -6664164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6664175.000000 Penalty: 5416.573242
	Iteration 46Q: 3 clusters Score -6664175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54102 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6664179.500000 Penalty: 5416.573242
	Iteration 47Q: 3 clusters Score -6664180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6664178.000000 Penalty: 5416.573242
	Iteration 48Q: 3 clusters Score -6664178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6664173.500000 Penalty: 5416.573242
	Iteration 49Q: 3 clusters Score -6664174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6664171.000000 Penalty: 5416.573242
	Iteration 50Q: 3 clusters Score -6664171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54095 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6664176.500000 Penalty: 5416.573242
	Iteration 51Q: 3 clusters Score -6664176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6664179.000000 Penalty: 5416.573242
	Iteration 52Q: 3 clusters Score -6664179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -6664185.000000 Penalty: 5416.573242
	Iteration 53Q: 3 clusters Score -6664185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6664185.000000 Penalty: 5416.573242
	Iteration 54Q: 3 clusters Score -6664185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6664187.000000 Penalty: 5416.573242
	Iteration 55Q: 3 clusters Score -6664187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6664189.500000 Penalty: 5416.573242
	Iteration 56Q: 3 clusters Score -6664190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6664190.000000 Penalty: 5416.573242
	Iteration 57Q: 3 clusters Score -6664190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6664191.500000 Penalty: 5416.573242
	Iteration 58Q: 3 clusters Score -6664192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6664196.500000 Penalty: 5416.573242
	Iteration 59Q: 3 clusters Score -6664196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54081 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6664198.000000 Penalty: 5416.573242
	Iteration 60F: 3 clusters Score -6664198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6664197.500000 Penalty: 5416.573242
	Iteration 61Q: 3 clusters Score -6664198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6664199.000000 Penalty: 5416.573242
	Iteration 62Q: 3 clusters Score -6664199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6664199.000000 Penalty: 5416.573242
	Iteration 63Q: 3 clusters Score -6664199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6664199.000000 Penalty: 5416.573242
	Iteration 64F: 3 clusters Score -6664199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (273339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273339 members 
Entering Unmasked Estep 
Score: -33567368.000000 Penalty: 3104.580078
	Iteration 0F: 2 clusters Score -3.356737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136703 members 
Mstep: Class 2 contains 136636 members 
Entering Unmasked Estep 
Score: -33392348.000000 Penalty: 6209.160156
	Iteration 0F: 3 clusters Score -3.339235e+07 nChanged 132350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134655 members 
Mstep: Class 2 contains 138684 members 
Entering Unmasked Estep 
Score: -33470394.000000 Penalty: 6209.160156
	Iteration 1F: 3 clusters Score -3.347039e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133182 members 
Mstep: Class 2 contains 140157 members 
Entering Unmasked Estep 
Score: -33471850.000000 Penalty: 6209.160156
	Iteration 2Q: 3 clusters Score -3.347185e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130908 members 
Mstep: Class 2 contains 142431 members 
Entering Unmasked Estep 
Score: -33473360.000000 Penalty: 6209.160156
	Iteration 3Q: 3 clusters Score -3.347336e+07 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127527 members 
Mstep: Class 2 contains 145812 members 
Entering Unmasked Estep 
Score: -33476156.000000 Penalty: 6209.160156
	Iteration 4Q: 3 clusters Score -3.347616e+07 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122812 members 
Mstep: Class 2 contains 150527 members 
Entering Unmasked Estep 
Score: -33480628.000000 Penalty: 6209.160156
	Iteration 5Q: 3 clusters Score -3.348063e+07 nChanged 13733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116097 members 
Mstep: Class 2 contains 157242 members 
Entering Unmasked Estep 
Score: -33486994.000000 Penalty: 6209.160156
	Iteration 6F: 3 clusters Score -3.348699e+07 nChanged 16356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107425 members 
Mstep: Class 2 contains 165914 members 
Entering Unmasked Estep 
Score: -33496736.000000 Penalty: 6209.160156
	Iteration 7F: 3 clusters Score -3.349674e+07 nChanged 18099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97072 members 
Mstep: Class 2 contains 176267 members 
Entering Unmasked Estep 
Score: -33508960.000000 Penalty: 6209.160156
	Iteration 8F: 3 clusters Score -3.350896e+07 nChanged 17529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86713 members 
Mstep: Class 2 contains 186626 members 
Entering Unmasked Estep 
Score: -33521488.000000 Penalty: 6209.160156
	Iteration 9F: 3 clusters Score -3.352149e+07 nChanged 15202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77759 members 
Mstep: Class 2 contains 195580 members 
Entering Unmasked Estep 
Score: -33532606.000000 Penalty: 6209.160156
	Iteration 10F: 3 clusters Score -3.353261e+07 nChanged 12427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70868 members 
Mstep: Class 2 contains 202471 members 
Entering Unmasked Estep 
Score: -33541130.000000 Penalty: 6209.160156
	Iteration 11Q: 3 clusters Score -3.354113e+07 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 207861 members 
Entering Unmasked Estep 
Score: -33546170.000000 Penalty: 6209.160156
	Iteration 12Q: 3 clusters Score -3.354617e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60351 members 
Mstep: Class 2 contains 212988 members 
Entering Unmasked Estep 
Score: -33550010.000000 Penalty: 6209.160156
	Iteration 13Q: 3 clusters Score -3.355001e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 217897 members 
Entering Unmasked Estep 
Score: -33552846.000000 Penalty: 6209.160156
	Iteration 14Q: 3 clusters Score -3.355285e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 222469 members 
Entering Unmasked Estep 
Score: -33554784.000000 Penalty: 6209.160156
	Iteration 15Q: 3 clusters Score -3.355478e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 226527 members 
Entering Unmasked Estep 
Score: -33556596.000000 Penalty: 6209.160156
	Iteration 16Q: 3 clusters Score -3.35566e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 230274 members 
Entering Unmasked Estep 
Score: -33558116.000000 Penalty: 6209.160156
	Iteration 17Q: 3 clusters Score -3.355812e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 233584 members 
Entering Unmasked Estep 
Score: -33559280.000000 Penalty: 6209.160156
	Iteration 18Q: 3 clusters Score -3.355928e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 236524 members 
Entering Unmasked Estep 
Score: -33560220.000000 Penalty: 6209.160156
	Iteration 19Q: 3 clusters Score -3.356022e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 239123 members 
Entering Unmasked Estep 
Score: -33560808.000000 Penalty: 6209.160156
	Iteration 20F: 3 clusters Score -3.356081e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 241420 members 
Entering Unmasked Estep 
Score: -33561312.000000 Penalty: 6209.160156
	Iteration 21Q: 3 clusters Score -3.356131e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 243468 members 
Entering Unmasked Estep 
Score: -33561788.000000 Penalty: 6209.160156
	Iteration 22Q: 3 clusters Score -3.356179e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 245326 members 
Entering Unmasked Estep 
Score: -33561892.000000 Penalty: 6209.160156
	Iteration 23Q: 3 clusters Score -3.356189e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 247110 members 
Entering Unmasked Estep 
Score: -33562048.000000 Penalty: 6209.160156
	Iteration 24Q: 3 clusters Score -3.356205e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 248792 members 
Entering Unmasked Estep 
Score: -33562360.000000 Penalty: 6209.160156
	Iteration 25Q: 3 clusters Score -3.356236e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 250351 members 
Entering Unmasked Estep 
Score: -33562656.000000 Penalty: 6209.160156
	Iteration 26Q: 3 clusters Score -3.356266e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 251897 members 
Entering Unmasked Estep 
Score: -33562784.000000 Penalty: 6209.160156
	Iteration 27Q: 3 clusters Score -3.356278e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 253264 members 
Entering Unmasked Estep 
Score: -33563088.000000 Penalty: 6209.160156
	Iteration 28Q: 3 clusters Score -3.356309e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 254641 members 
Entering Unmasked Estep 
Score: -33563276.000000 Penalty: 6209.160156
	Iteration 29Q: 3 clusters Score -3.356328e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 255919 members 
Entering Unmasked Estep 
Score: -33563540.000000 Penalty: 6209.160156
	Iteration 30Q: 3 clusters Score -3.356354e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 257057 members 
Entering Unmasked Estep 
Score: -33563744.000000 Penalty: 6209.160156
	Iteration 31Q: 3 clusters Score -3.356374e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 258142 members 
Entering Unmasked Estep 
Score: -33563792.000000 Penalty: 6209.160156
	Iteration 32Q: 3 clusters Score -3.356379e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 259083 members 
Entering Unmasked Estep 
Score: -33563972.000000 Penalty: 6209.160156
	Iteration 33Q: 3 clusters Score -3.356397e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 259956 members 
Entering Unmasked Estep 
Score: -33564020.000000 Penalty: 6209.160156
	Iteration 34Q: 3 clusters Score -3.356402e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 260732 members 
Entering Unmasked Estep 
Score: -33563932.000000 Penalty: 6209.160156
	Iteration 35Q: 3 clusters Score -3.356393e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 261477 members 
Entering Unmasked Estep 
Score: -33563964.000000 Penalty: 6209.160156
	Iteration 36Q: 3 clusters Score -3.356396e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 262195 members 
Entering Unmasked Estep 
Score: -33564100.000000 Penalty: 6209.160156
	Iteration 37Q: 3 clusters Score -3.35641e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 262900 members 
Entering Unmasked Estep 
Score: -33564068.000000 Penalty: 6209.160156
	Iteration 38Q: 3 clusters Score -3.356407e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 263541 members 
Entering Unmasked Estep 
Score: -33564076.000000 Penalty: 6209.160156
	Iteration 39Q: 3 clusters Score -3.356408e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 264125 members 
Entering Unmasked Estep 
Score: -33564184.000000 Penalty: 6209.160156
	Iteration 40F: 3 clusters Score -3.356418e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 264710 members 
Entering Unmasked Estep 
Score: -33564312.000000 Penalty: 6209.160156
	Iteration 41Q: 3 clusters Score -3.356431e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 265256 members 
Entering Unmasked Estep 
Score: -33564420.000000 Penalty: 6209.160156
	Iteration 42Q: 3 clusters Score -3.356442e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 265757 members 
Entering Unmasked Estep 
Score: -33564464.000000 Penalty: 6209.160156
	Iteration 43Q: 3 clusters Score -3.356446e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 266226 members 
Entering Unmasked Estep 
Score: -33564436.000000 Penalty: 6209.160156
	Iteration 44Q: 3 clusters Score -3.356444e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 266628 members 
Entering Unmasked Estep 
Score: -33564476.000000 Penalty: 6209.160156
	Iteration 45Q: 3 clusters Score -3.356448e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 266989 members 
Entering Unmasked Estep 
Score: -33564492.000000 Penalty: 6209.160156
	Iteration 46Q: 3 clusters Score -3.356449e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 267331 members 
Entering Unmasked Estep 
Score: -33564524.000000 Penalty: 6209.160156
	Iteration 47Q: 3 clusters Score -3.356452e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 267682 members 
Entering Unmasked Estep 
Score: -33564584.000000 Penalty: 6209.160156
	Iteration 48Q: 3 clusters Score -3.356458e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 268014 members 
Entering Unmasked Estep 
Score: -33564612.000000 Penalty: 6209.160156
	Iteration 49Q: 3 clusters Score -3.356461e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 268339 members 
Entering Unmasked Estep 
Score: -33564692.000000 Penalty: 6209.160156
	Iteration 50Q: 3 clusters Score -3.356469e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 268625 members 
Entering Unmasked Estep 
Score: -33564696.000000 Penalty: 6209.160156
	Iteration 51Q: 3 clusters Score -3.35647e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 268888 members 
Entering Unmasked Estep 
Score: -33564740.000000 Penalty: 6209.160156
	Iteration 52Q: 3 clusters Score -3.356474e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 269124 members 
Entering Unmasked Estep 
Score: -33564724.000000 Penalty: 6209.160156
	Iteration 53Q: 3 clusters Score -3.356472e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 269343 members 
Entering Unmasked Estep 
Score: -33564700.000000 Penalty: 6209.160156
	Iteration 54Q: 3 clusters Score -3.35647e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 269565 members 
Entering Unmasked Estep 
Score: -33564696.000000 Penalty: 6209.160156
	Iteration 55Q: 3 clusters Score -3.35647e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 269806 members 
Entering Unmasked Estep 
Score: -33564732.000000 Penalty: 6209.160156
	Iteration 56Q: 3 clusters Score -3.356473e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 270033 members 
Entering Unmasked Estep 
Score: -33564744.000000 Penalty: 6209.160156
	Iteration 57Q: 3 clusters Score -3.356474e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 270234 members 
Entering Unmasked Estep 
Score: -33564780.000000 Penalty: 6209.160156
	Iteration 58Q: 3 clusters Score -3.356478e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 270426 members 
Entering Unmasked Estep 
Score: -33564836.000000 Penalty: 6209.160156
	Iteration 59Q: 3 clusters Score -3.356484e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 270606 members 
Entering Unmasked Estep 
Score: -33564852.000000 Penalty: 6209.160156
	Iteration 60F: 3 clusters Score -3.356485e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 270766 members 
Entering Unmasked Estep 
Score: -33564852.000000 Penalty: 6209.160156
	Iteration 61Q: 3 clusters Score -3.356485e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 270922 members 
Entering Unmasked Estep 
Score: -33564892.000000 Penalty: 6209.160156
	Iteration 62Q: 3 clusters Score -3.356489e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 271085 members 
Entering Unmasked Estep 
Score: -33564912.000000 Penalty: 6209.160156
	Iteration 63Q: 3 clusters Score -3.356491e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 271219 members 
Entering Unmasked Estep 
Score: -33564904.000000 Penalty: 6209.160156
	Iteration 64Q: 3 clusters Score -3.35649e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 271320 members 
Entering Unmasked Estep 
Score: -33564908.000000 Penalty: 6209.160156
	Iteration 65Q: 3 clusters Score -3.356491e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 271411 members 
Entering Unmasked Estep 
Score: -33564924.000000 Penalty: 6209.160156
	Iteration 66Q: 3 clusters Score -3.356492e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 271492 members 
Entering Unmasked Estep 
Score: -33564888.000000 Penalty: 6209.160156
	Iteration 67Q: 3 clusters Score -3.356489e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 271550 members 
Entering Unmasked Estep 
Score: -33564900.000000 Penalty: 6209.160156
	Iteration 68Q: 3 clusters Score -3.35649e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 271603 members 
Entering Unmasked Estep 
Score: -33564960.000000 Penalty: 6209.160156
	Iteration 69Q: 3 clusters Score -3.356496e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 271646 members 
Entering Unmasked Estep 
Score: -33564916.000000 Penalty: 6209.160156
	Iteration 70Q: 3 clusters Score -3.356492e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 271683 members 
Entering Unmasked Estep 
Score: -33564916.000000 Penalty: 6209.160156
	Iteration 71Q: 3 clusters Score -3.356492e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 271728 members 
Entering Unmasked Estep 
Score: -33564904.000000 Penalty: 6209.160156
	Iteration 72Q: 3 clusters Score -3.35649e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 271772 members 
Entering Unmasked Estep 
Score: -33564928.000000 Penalty: 6209.160156
	Iteration 73Q: 3 clusters Score -3.356493e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 271815 members 
Entering Unmasked Estep 
Score: -33564928.000000 Penalty: 6209.160156
	Iteration 74Q: 3 clusters Score -3.356493e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 271855 members 
Entering Unmasked Estep 
Score: -33564916.000000 Penalty: 6209.160156
	Iteration 75Q: 3 clusters Score -3.356492e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 271886 members 
Entering Unmasked Estep 
Score: -33564920.000000 Penalty: 6209.160156
	Iteration 76Q: 3 clusters Score -3.356492e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 271918 members 
Entering Unmasked Estep 
Score: -33564908.000000 Penalty: 6209.160156
	Iteration 77Q: 3 clusters Score -3.356491e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 271950 members 
Entering Unmasked Estep 
Score: -33564924.000000 Penalty: 6209.160156
	Iteration 78Q: 3 clusters Score -3.356492e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 271978 members 
Entering Unmasked Estep 
Score: -33564916.000000 Penalty: 6209.160156
	Iteration 79Q: 3 clusters Score -3.356492e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 271994 members 
Entering Unmasked Estep 
Score: -33564940.000000 Penalty: 6209.160156
	Iteration 80F: 3 clusters Score -3.356494e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 272017 members 
Entering Unmasked Estep 
Score: -33564940.000000 Penalty: 6209.160156
	Iteration 81Q: 3 clusters Score -3.356494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 272040 members 
Entering Unmasked Estep 
Score: -33564956.000000 Penalty: 6209.160156
	Iteration 82Q: 3 clusters Score -3.356496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 272063 members 
Entering Unmasked Estep 
Score: -33564944.000000 Penalty: 6209.160156
	Iteration 83Q: 3 clusters Score -3.356494e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 272082 members 
Entering Unmasked Estep 
Score: -33564980.000000 Penalty: 6209.160156
	Iteration 84Q: 3 clusters Score -3.356498e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 272105 members 
Entering Unmasked Estep 
Score: -33565004.000000 Penalty: 6209.160156
	Iteration 85Q: 3 clusters Score -3.3565e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 272117 members 
Entering Unmasked Estep 
Score: -33564996.000000 Penalty: 6209.160156
	Iteration 86Q: 3 clusters Score -3.3565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 272128 members 
Entering Unmasked Estep 
Score: -33564988.000000 Penalty: 6209.160156
	Iteration 87Q: 3 clusters Score -3.356499e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 272142 members 
Entering Unmasked Estep 
Score: -33564992.000000 Penalty: 6209.160156
	Iteration 88Q: 3 clusters Score -3.356499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 272151 members 
Entering Unmasked Estep 
Score: -33565016.000000 Penalty: 6209.160156
	Iteration 89Q: 3 clusters Score -3.356502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 272158 members 
Entering Unmasked Estep 
Score: -33565024.000000 Penalty: 6209.160156
	Iteration 90Q: 3 clusters Score -3.356502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 272165 members 
Entering Unmasked Estep 
Score: -33565016.000000 Penalty: 6209.160156
	Iteration 91Q: 3 clusters Score -3.356502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 272166 members 
Entering Unmasked Estep 
Score: -33565008.000000 Penalty: 6209.160156
	Iteration 92Q: 3 clusters Score -3.356501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 272167 members 
Entering Unmasked Estep 
Score: -33565004.000000 Penalty: 6209.160156
	Iteration 93Q: 3 clusters Score -3.3565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 272169 members 
Entering Unmasked Estep 
Score: -33565008.000000 Penalty: 6209.160156
	Iteration 94Q: 3 clusters Score -3.356501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 272173 members 
Entering Unmasked Estep 
Score: -33565028.000000 Penalty: 6209.160156
	Iteration 95Q: 3 clusters Score -3.356503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 272179 members 
Entering Unmasked Estep 
Score: -33565016.000000 Penalty: 6209.160156
	Iteration 96Q: 3 clusters Score -3.356502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 272183 members 
Entering Unmasked Estep 
Score: -33565000.000000 Penalty: 6209.160156
	Iteration 97Q: 3 clusters Score -3.3565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 272186 members 
Entering Unmasked Estep 
Score: -33565008.000000 Penalty: 6209.160156
	Iteration 98Q: 3 clusters Score -3.356501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 272189 members 
Entering Unmasked Estep 
Score: -33565004.000000 Penalty: 6209.160156
	Iteration 99Q: 3 clusters Score -3.3565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 272190 members 
Entering Unmasked Estep 
Score: -33565004.000000 Penalty: 6209.160156
	Iteration 100F: 3 clusters Score -3.3565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 272190 members 
Entering Unmasked Estep 
Score: -33565000.000000 Penalty: 6209.160156
	Iteration 101Q: 3 clusters Score -3.3565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 272190 members 
Entering Unmasked Estep 
Score: -33565000.000000 Penalty: 6209.160156
	Iteration 102F: 3 clusters Score -3.3565e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Entering Unmasked Estep 
Score: -410104.937500 Penalty: 2057.666992
	Iteration 0F: 2 clusters Score -410104.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -406624.093750 Penalty: 4115.333984
	Iteration 0F: 3 clusters Score -406624.1 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -412551.500000 Penalty: 4115.333984
	Iteration 1F: 3 clusters Score -412551.5 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -420650.937500 Penalty: 4115.333984
	Iteration 2F: 3 clusters Score -420650.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -428548.125000 Penalty: 4115.333984
	Iteration 3F: 3 clusters Score -428548.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -433762.562500 Penalty: 4115.333984
	Iteration 4F: 3 clusters Score -433762.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -438808.437500 Penalty: 4115.333984
	Iteration 5Q: 3 clusters Score -438808.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -439052.531250 Penalty: 4115.333984
	Iteration 6Q: 3 clusters Score -439052.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -439076.562500 Penalty: 4115.333984
	Iteration 7Q: 3 clusters Score -439076.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -439101.562500 Penalty: 4115.333984
	Iteration 8Q: 3 clusters Score -439101.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -439152.843750 Penalty: 4115.333984
	Iteration 9Q: 3 clusters Score -439152.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -439193.906250 Penalty: 4115.333984
	Iteration 10Q: 3 clusters Score -439193.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -439206.500000 Penalty: 4115.333984
	Iteration 11Q: 3 clusters Score -439206.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -439209.687500 Penalty: 4115.333984
	Iteration 12Q: 3 clusters Score -439209.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -439209.687500 Penalty: 4115.333984
	Iteration 13F: 3 clusters Score -439209.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 24928 members 
Mstep: Class 4 contains 3889 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 200403 members 
Mstep: Class 7 contains 55299 members 
Mstep: Class 8 contains 273339 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 24317 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 24385 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 22069 members 
Mstep: Class 15 contains 1552 members 
Mstep: Class 16 contains 66286 members 
Mstep: Class 17 contains 185945 members 
Mstep: Class 18 contains 57277 members 
Mstep: Class 19 contains 222695 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 22 contains 7419 members 
Mstep: Class 23 contains 31613 members 
Entering Unmasked Estep 
Score: -147975008.000000 Penalty: 80056.218750
Splitting cluster 9 changes total score from -147948448.000000 to -147975008.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 11 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -165977.062500 Penalty: 1848.339600
	Iteration 0F: 2 clusters Score -165977.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -163791.375000 Penalty: 3696.679199
	Iteration 0F: 3 clusters Score -163791.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -166681.718750 Penalty: 3696.679199
	Iteration 1F: 3 clusters Score -166681.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -168481.843750 Penalty: 3696.679199
	Iteration 2F: 3 clusters Score -168481.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -169795.843750 Penalty: 3696.679199
	Iteration 3F: 3 clusters Score -169795.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -171109.281250 Penalty: 3696.679199
	Iteration 4F: 3 clusters Score -171109.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -171996.265625 Penalty: 3696.679199
	Iteration 5Q: 3 clusters Score -171996.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -172241.000000 Penalty: 3696.679199
	Iteration 6Q: 3 clusters Score -172241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -172388.828125 Penalty: 3696.679199
	Iteration 7Q: 3 clusters Score -172388.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -172477.843750 Penalty: 3696.679199
	Iteration 8Q: 3 clusters Score -172477.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -172545.531250 Penalty: 3696.679199
	Iteration 9Q: 3 clusters Score -172545.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -172602.390625 Penalty: 3696.679199
	Iteration 10Q: 3 clusters Score -172602.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -172706.062500 Penalty: 3696.679199
	Iteration 11Q: 3 clusters Score -172706.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -172824.375000 Penalty: 3696.679199
	Iteration 12Q: 3 clusters Score -172824.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -172986.984375 Penalty: 3696.679199
	Iteration 13Q: 3 clusters Score -172987 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -173337.109375 Penalty: 3696.679199
	Iteration 14Q: 3 clusters Score -173337.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -173856.812500 Penalty: 3696.679199
	Iteration 15Q: 3 clusters Score -173856.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -174197.328125 Penalty: 3696.679199
	Iteration 16Q: 3 clusters Score -174197.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -174208.875000 Penalty: 3696.679199
	Iteration 17Q: 3 clusters Score -174208.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -174208.875000 Penalty: 3696.679199
	Iteration 18F: 3 clusters Score -174208.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 24928 members 
Mstep: Class 4 contains 3889 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 200403 members 
Mstep: Class 7 contains 55299 members 
Mstep: Class 8 contains 273339 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 24317 members 
Mstep: Class 11 contains 1035 members 
Mstep: Class 12 contains 24385 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 22069 members 
Mstep: Class 15 contains 1552 members 
Mstep: Class 16 contains 66286 members 
Mstep: Class 17 contains 185945 members 
Mstep: Class 18 contains 57277 members 
Mstep: Class 19 contains 222695 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 22 contains 7419 members 
Mstep: Class 23 contains 31613 members 
Mstep: Class 24 contains 690 members 
Entering Unmasked Estep 
Score: -147981904.000000 Penalty: 83536.929688
Splitting cluster 11 changes total score from -147948448.000000 to -147981904.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (24385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Entering Unmasked Estep 
Score: -2990862.000000 Penalty: 2505.227539
	Iteration 0F: 2 clusters Score -2990862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2973895.500000 Penalty: 5010.455078
	Iteration 0F: 3 clusters Score -2973896 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2979944.250000 Penalty: 5010.455078
	Iteration 1F: 3 clusters Score -2979944 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2980461.250000 Penalty: 5010.455078
	Iteration 2F: 3 clusters Score -2980461 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2981110.250000 Penalty: 5010.455078
	Iteration 3F: 3 clusters Score -2981110 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2981996.750000 Penalty: 5010.455078
	Iteration 4F: 3 clusters Score -2981997 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2983327.500000 Penalty: 5010.455078
	Iteration 5F: 3 clusters Score -2983328 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2985027.500000 Penalty: 5010.455078
	Iteration 6F: 3 clusters Score -2985028 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2986936.000000 Penalty: 5010.455078
	Iteration 7F: 3 clusters Score -2986936 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2988447.000000 Penalty: 5010.455078
	Iteration 8F: 3 clusters Score -2988447 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2989384.750000 Penalty: 5010.455078
	Iteration 9Q: 3 clusters Score -2989385 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2989876.250000 Penalty: 5010.455078
	Iteration 10Q: 3 clusters Score -2989876 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2990140.500000 Penalty: 5010.455078
	Iteration 11Q: 3 clusters Score -2990140 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2990272.500000 Penalty: 5010.455078
	Iteration 12Q: 3 clusters Score -2990272 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2990367.500000 Penalty: 5010.455078
	Iteration 13Q: 3 clusters Score -2990368 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2990446.500000 Penalty: 5010.455078
	Iteration 14Q: 3 clusters Score -2990446 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2990496.500000 Penalty: 5010.455078
	Iteration 15Q: 3 clusters Score -2990496 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2990554.000000 Penalty: 5010.455078
	Iteration 16Q: 3 clusters Score -2990554 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2990584.250000 Penalty: 5010.455078
	Iteration 17Q: 3 clusters Score -2990584 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2990624.250000 Penalty: 5010.455078
	Iteration 18Q: 3 clusters Score -2990624 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2990699.500000 Penalty: 5010.455078
	Iteration 19Q: 3 clusters Score -2990700 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2990752.250000 Penalty: 5010.455078
	Iteration 20F: 3 clusters Score -2990752 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2990784.750000 Penalty: 5010.455078
	Iteration 21Q: 3 clusters Score -2990785 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2990798.750000 Penalty: 5010.455078
	Iteration 22Q: 3 clusters Score -2990799 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2990814.750000 Penalty: 5010.455078
	Iteration 23Q: 3 clusters Score -2990815 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2990839.750000 Penalty: 5010.455078
	Iteration 24Q: 3 clusters Score -2990840 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2990850.000000 Penalty: 5010.455078
	Iteration 25Q: 3 clusters Score -2990850 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2990854.500000 Penalty: 5010.455078
	Iteration 26Q: 3 clusters Score -2990854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2990860.250000 Penalty: 5010.455078
	Iteration 27Q: 3 clusters Score -2990860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2990868.000000 Penalty: 5010.455078
	Iteration 28Q: 3 clusters Score -2990868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2990871.500000 Penalty: 5010.455078
	Iteration 29Q: 3 clusters Score -2990872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2990866.250000 Penalty: 5010.455078
	Iteration 30Q: 3 clusters Score -2990866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2990871.000000 Penalty: 5010.455078
	Iteration 31Q: 3 clusters Score -2990871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2990875.500000 Penalty: 5010.455078
	Iteration 32Q: 3 clusters Score -2990876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2990873.750000 Penalty: 5010.455078
	Iteration 33Q: 3 clusters Score -2990874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2990873.750000 Penalty: 5010.455078
	Iteration 34Q: 3 clusters Score -2990874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2990876.500000 Penalty: 5010.455078
	Iteration 35Q: 3 clusters Score -2990876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2990873.000000 Penalty: 5010.455078
	Iteration 36Q: 3 clusters Score -2990873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2990876.500000 Penalty: 5010.455078
	Iteration 37Q: 3 clusters Score -2990876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2990876.500000 Penalty: 5010.455078
	Iteration 38F: 3 clusters Score -2990876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 24928 members 
Mstep: Class 4 contains 3889 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 200403 members 
Mstep: Class 7 contains 55299 members 
Mstep: Class 8 contains 273339 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 24317 members 
Mstep: Class 11 contains 1035 members 
Mstep: Class 12 contains 4819 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 22069 members 
Mstep: Class 15 contains 1552 members 
Mstep: Class 16 contains 66286 members 
Mstep: Class 17 contains 185945 members 
Mstep: Class 18 contains 57277 members 
Mstep: Class 19 contains 222695 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 22 contains 7419 members 
Mstep: Class 23 contains 31613 members 
Mstep: Class 24 contains 690 members 
Mstep: Class 25 contains 19566 members 
Entering Unmasked Estep 
Score: -147981968.000000 Penalty: 87017.632812
Splitting cluster 12 changes total score from -147948448.000000 to -147981968.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (5019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Entering Unmasked Estep 
Score: -585421.125000 Penalty: 2113.204346
	Iteration 0F: 2 clusters Score -585421.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -581159.062500 Penalty: 4226.408691
	Iteration 0F: 3 clusters Score -581159.1 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -582836.937500 Penalty: 4226.408691
	Iteration 1F: 3 clusters Score -582836.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -583625.562500 Penalty: 4226.408691
	Iteration 2F: 3 clusters Score -583625.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -584156.187500 Penalty: 4226.408691
	Iteration 3F: 3 clusters Score -584156.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -584485.500000 Penalty: 4226.408691
	Iteration 4F: 3 clusters Score -584485.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -584684.625000 Penalty: 4226.408691
	Iteration 5Q: 3 clusters Score -584684.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -584797.750000 Penalty: 4226.408691
	Iteration 6Q: 3 clusters Score -584797.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -584868.187500 Penalty: 4226.408691
	Iteration 7Q: 3 clusters Score -584868.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -584913.000000 Penalty: 4226.408691
	Iteration 8Q: 3 clusters Score -584913 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -584936.812500 Penalty: 4226.408691
	Iteration 9Q: 3 clusters Score -584936.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -584947.250000 Penalty: 4226.408691
	Iteration 10Q: 3 clusters Score -584947.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -584954.562500 Penalty: 4226.408691
	Iteration 11Q: 3 clusters Score -584954.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -584958.500000 Penalty: 4226.408691
	Iteration 12Q: 3 clusters Score -584958.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -584960.500000 Penalty: 4226.408691
	Iteration 13Q: 3 clusters Score -584960.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -584960.812500 Penalty: 4226.408691
	Iteration 14Q: 3 clusters Score -584960.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -584960.812500 Penalty: 4226.408691
	Iteration 15F: 3 clusters Score -584960.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Entering Unmasked Estep 
Score: -2476827.750000 Penalty: 2480.478516
	Iteration 0F: 2 clusters Score -2476828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2461455.500000 Penalty: 4960.957031
	Iteration 0F: 3 clusters Score -2461456 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2467057.500000 Penalty: 4960.957031
	Iteration 1F: 3 clusters Score -2467058 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2467862.750000 Penalty: 4960.957031
	Iteration 2F: 3 clusters Score -2467863 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2468728.000000 Penalty: 4960.957031
	Iteration 3F: 3 clusters Score -2468728 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2469711.250000 Penalty: 4960.957031
	Iteration 4F: 3 clusters Score -2469711 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2470623.750000 Penalty: 4960.957031
	Iteration 5F: 3 clusters Score -2470624 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2471389.000000 Penalty: 4960.957031
	Iteration 6F: 3 clusters Score -2471389 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2472055.250000 Penalty: 4960.957031
	Iteration 7F: 3 clusters Score -2472055 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2472598.250000 Penalty: 4960.957031
	Iteration 8Q: 3 clusters Score -2472598 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2473158.500000 Penalty: 4960.957031
	Iteration 9Q: 3 clusters Score -2473158 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2473857.000000 Penalty: 4960.957031
	Iteration 10Q: 3 clusters Score -2473857 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2474734.500000 Penalty: 4960.957031
	Iteration 11Q: 3 clusters Score -2474734 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2475417.500000 Penalty: 4960.957031
	Iteration 12Q: 3 clusters Score -2475418 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2475879.750000 Penalty: 4960.957031
	Iteration 13Q: 3 clusters Score -2475880 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2476331.000000 Penalty: 4960.957031
	Iteration 14Q: 3 clusters Score -2476331 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2476714.500000 Penalty: 4960.957031
	Iteration 15Q: 3 clusters Score -2476714 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2477050.000000 Penalty: 4960.957031
	Iteration 16Q: 3 clusters Score -2477050 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2477357.000000 Penalty: 4960.957031
	Iteration 17Q: 3 clusters Score -2477357 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2477610.500000 Penalty: 4960.957031
	Iteration 18Q: 3 clusters Score -2477610 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2477790.500000 Penalty: 4960.957031
	Iteration 19Q: 3 clusters Score -2477790 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2477960.250000 Penalty: 4960.957031
	Iteration 20F: 3 clusters Score -2477960 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2478069.000000 Penalty: 4960.957031
	Iteration 21Q: 3 clusters Score -2478069 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2478150.250000 Penalty: 4960.957031
	Iteration 22Q: 3 clusters Score -2478150 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2478229.250000 Penalty: 4960.957031
	Iteration 23Q: 3 clusters Score -2478229 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2478283.500000 Penalty: 4960.957031
	Iteration 24Q: 3 clusters Score -2478284 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2478356.250000 Penalty: 4960.957031
	Iteration 25Q: 3 clusters Score -2478356 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2478444.250000 Penalty: 4960.957031
	Iteration 26Q: 3 clusters Score -2478444 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2478508.750000 Penalty: 4960.957031
	Iteration 27Q: 3 clusters Score -2478509 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2478576.750000 Penalty: 4960.957031
	Iteration 28Q: 3 clusters Score -2478577 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2478635.250000 Penalty: 4960.957031
	Iteration 29Q: 3 clusters Score -2478635 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2478682.250000 Penalty: 4960.957031
	Iteration 30Q: 3 clusters Score -2478682 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2478715.500000 Penalty: 4960.957031
	Iteration 31Q: 3 clusters Score -2478716 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2478747.750000 Penalty: 4960.957031
	Iteration 32Q: 3 clusters Score -2478748 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2478780.750000 Penalty: 4960.957031
	Iteration 33Q: 3 clusters Score -2478781 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2478819.750000 Penalty: 4960.957031
	Iteration 34Q: 3 clusters Score -2478820 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2478846.750000 Penalty: 4960.957031
	Iteration 35Q: 3 clusters Score -2478847 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2478865.750000 Penalty: 4960.957031
	Iteration 36Q: 3 clusters Score -2478866 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2478885.250000 Penalty: 4960.957031
	Iteration 37Q: 3 clusters Score -2478885 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2478889.000000 Penalty: 4960.957031
	Iteration 38Q: 3 clusters Score -2478889 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2478900.500000 Penalty: 4960.957031
	Iteration 39Q: 3 clusters Score -2478900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2478910.000000 Penalty: 4960.957031
	Iteration 40F: 3 clusters Score -2478910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -2478911.000000 Penalty: 4960.957031
	Iteration 41Q: 3 clusters Score -2478911 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2478915.000000 Penalty: 4960.957031
	Iteration 42Q: 3 clusters Score -2478915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2478924.750000 Penalty: 4960.957031
	Iteration 43Q: 3 clusters Score -2478925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2478923.250000 Penalty: 4960.957031
	Iteration 44Q: 3 clusters Score -2478923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2478921.250000 Penalty: 4960.957031
	Iteration 45Q: 3 clusters Score -2478921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2478921.750000 Penalty: 4960.957031
	Iteration 46Q: 3 clusters Score -2478922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2478928.000000 Penalty: 4960.957031
	Iteration 47Q: 3 clusters Score -2478928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2478930.000000 Penalty: 4960.957031
	Iteration 48Q: 3 clusters Score -2478930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2478927.500000 Penalty: 4960.957031
	Iteration 49Q: 3 clusters Score -2478928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2478924.500000 Penalty: 4960.957031
	Iteration 50Q: 3 clusters Score -2478924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2478925.000000 Penalty: 4960.957031
	Iteration 51Q: 3 clusters Score -2478925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2478920.000000 Penalty: 4960.957031
	Iteration 52Q: 3 clusters Score -2478920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2478922.000000 Penalty: 4960.957031
	Iteration 53Q: 3 clusters Score -2478922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2478930.500000 Penalty: 4960.957031
	Iteration 54Q: 3 clusters Score -2478930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2478932.500000 Penalty: 4960.957031
	Iteration 55Q: 3 clusters Score -2478932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2478925.500000 Penalty: 4960.957031
	Iteration 56Q: 3 clusters Score -2478926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2478930.500000 Penalty: 4960.957031
	Iteration 57Q: 3 clusters Score -2478930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2478926.500000 Penalty: 4960.957031
	Iteration 58Q: 3 clusters Score -2478926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -2478925.750000 Penalty: 4960.957031
	Iteration 59Q: 3 clusters Score -2478926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2478926.500000 Penalty: 4960.957031
	Iteration 60F: 3 clusters Score -2478926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2478929.500000 Penalty: 4960.957031
	Iteration 61Q: 3 clusters Score -2478930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2478928.000000 Penalty: 4960.957031
	Iteration 62Q: 3 clusters Score -2478928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2478930.250000 Penalty: 4960.957031
	Iteration 63Q: 3 clusters Score -2478930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2478928.500000 Penalty: 4960.957031
	Iteration 64Q: 3 clusters Score -2478928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2478929.250000 Penalty: 4960.957031
	Iteration 65Q: 3 clusters Score -2478929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2478927.750000 Penalty: 4960.957031
	Iteration 66Q: 3 clusters Score -2478928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2478930.750000 Penalty: 4960.957031
	Iteration 67Q: 3 clusters Score -2478931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2478931.000000 Penalty: 4960.957031
	Iteration 68Q: 3 clusters Score -2478931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2478931.000000 Penalty: 4960.957031
	Iteration 69F: 3 clusters Score -2478931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 24928 members 
Mstep: Class 4 contains 3889 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 200403 members 
Mstep: Class 7 contains 55299 members 
Mstep: Class 8 contains 273339 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 24317 members 
Mstep: Class 11 contains 1035 members 
Mstep: Class 12 contains 4819 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 1552 members 
Mstep: Class 16 contains 66286 members 
Mstep: Class 17 contains 185945 members 
Mstep: Class 18 contains 57277 members 
Mstep: Class 19 contains 222695 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 22 contains 7419 members 
Mstep: Class 23 contains 31613 members 
Mstep: Class 24 contains 690 members 
Mstep: Class 25 contains 19566 members 
Mstep: Class 26 contains 9529 members 
Entering Unmasked Estep 
Score: -147983232.000000 Penalty: 90498.335938
Splitting cluster 14 changes total score from -147948448.000000 to -147983232.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (66286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Entering Unmasked Estep 
Score: -8117193.500000 Penalty: 2753.229980
	Iteration 0F: 2 clusters Score -8117194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -8072609.500000 Penalty: 5506.459961
	Iteration 0F: 3 clusters Score -8072610 nChanged 31012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -8090109.500000 Penalty: 5506.459961
	Iteration 1F: 3 clusters Score -8090110 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -8091416.000000 Penalty: 5506.459961
	Iteration 2Q: 3 clusters Score -8091416 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -8093456.000000 Penalty: 5506.459961
	Iteration 3F: 3 clusters Score -8093456 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -8096417.500000 Penalty: 5506.459961
	Iteration 4F: 3 clusters Score -8096418 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -8100398.000000 Penalty: 5506.459961
	Iteration 5F: 3 clusters Score -8100398 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -8104816.500000 Penalty: 5506.459961
	Iteration 6F: 3 clusters Score -8104816 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -8108465.000000 Penalty: 5506.459961
	Iteration 7F: 3 clusters Score -8108465 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -8110825.500000 Penalty: 5506.459961
	Iteration 8F: 3 clusters Score -8110826 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -8112133.500000 Penalty: 5506.459961
	Iteration 9Q: 3 clusters Score -8112134 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -8112763.000000 Penalty: 5506.459961
	Iteration 10Q: 3 clusters Score -8112763 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -8113050.500000 Penalty: 5506.459961
	Iteration 11Q: 3 clusters Score -8113050 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -8113244.000000 Penalty: 5506.459961
	Iteration 12Q: 3 clusters Score -8113244 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -8113348.000000 Penalty: 5506.459961
	Iteration 13Q: 3 clusters Score -8113348 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -8113402.000000 Penalty: 5506.459961
	Iteration 14Q: 3 clusters Score -8113402 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -8113478.500000 Penalty: 5506.459961
	Iteration 15Q: 3 clusters Score -8113478 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -8113517.000000 Penalty: 5506.459961
	Iteration 16Q: 3 clusters Score -8113517 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -8113538.500000 Penalty: 5506.459961
	Iteration 17Q: 3 clusters Score -8113538 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -8113553.000000 Penalty: 5506.459961
	Iteration 18Q: 3 clusters Score -8113553 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 29666 members 
Entering Unmasked Estep 
Score: -8113585.500000 Penalty: 5506.459961
	Iteration 19Q: 3 clusters Score -8113586 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -8113597.000000 Penalty: 5506.459961
	Iteration 20F: 3 clusters Score -8113597 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -8113625.000000 Penalty: 5506.459961
	Iteration 21Q: 3 clusters Score -8113625 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -8113643.500000 Penalty: 5506.459961
	Iteration 22Q: 3 clusters Score -8113644 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -8113665.000000 Penalty: 5506.459961
	Iteration 23Q: 3 clusters Score -8113665 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -8113679.500000 Penalty: 5506.459961
	Iteration 24Q: 3 clusters Score -8113680 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -8113688.000000 Penalty: 5506.459961
	Iteration 25Q: 3 clusters Score -8113688 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -8113723.000000 Penalty: 5506.459961
	Iteration 26Q: 3 clusters Score -8113723 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -8113725.500000 Penalty: 5506.459961
	Iteration 27Q: 3 clusters Score -8113726 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -8113711.000000 Penalty: 5506.459961
	Iteration 28Q: 3 clusters Score -8113711 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -8113726.000000 Penalty: 5506.459961
	Iteration 29Q: 3 clusters Score -8113726 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -8113738.000000 Penalty: 5506.459961
	Iteration 30Q: 3 clusters Score -8113738 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -8113731.500000 Penalty: 5506.459961
	Iteration 31Q: 3 clusters Score -8113732 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -8113767.500000 Penalty: 5506.459961
	Iteration 32Q: 3 clusters Score -8113768 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -8113797.000000 Penalty: 5506.459961
	Iteration 33Q: 3 clusters Score -8113797 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -8113822.500000 Penalty: 5506.459961
	Iteration 34Q: 3 clusters Score -8113822 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -8113858.500000 Penalty: 5506.459961
	Iteration 35Q: 3 clusters Score -8113858 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -8113907.500000 Penalty: 5506.459961
	Iteration 36Q: 3 clusters Score -8113908 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -8113953.500000 Penalty: 5506.459961
	Iteration 37Q: 3 clusters Score -8113954 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -8113975.500000 Penalty: 5506.459961
	Iteration 38Q: 3 clusters Score -8113976 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -8114043.000000 Penalty: 5506.459961
	Iteration 39Q: 3 clusters Score -8114043 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8114095 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8114092 nChanged 227
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Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8114115 nChanged 233
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Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8114160 nChanged 226
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Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8114177 nChanged 215
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Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8114208 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8114228 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8114256 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8114242 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8114272 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8114297 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8114336 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -8114382.500000 Penalty: 5506.459961
	Iteration 54Q: 3 clusters Score -8114382 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8114418 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8114435 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8114452 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8114508 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8114549 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8114574 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8114630 nChanged 314
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8114670 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8114730 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8114788 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8114840 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8114846 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8114843 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8114888 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8114936 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8114961 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8114994 nChanged 265
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8115022 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8115058 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8115108 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -8115151.000000 Penalty: 5506.459961
	Iteration 76Q: 3 clusters Score -8115151 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -8115181.000000 Penalty: 5506.459961
	Iteration 77Q: 3 clusters Score -8115181 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -8115201.500000 Penalty: 5506.459961
	Iteration 78Q: 3 clusters Score -8115202 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -8115229.000000 Penalty: 5506.459961
	Iteration 79Q: 3 clusters Score -8115229 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -8115245.500000 Penalty: 5506.459961
	Iteration 80F: 3 clusters Score -8115246 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8115272 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -8115267.500000 Penalty: 5506.459961
	Iteration 82Q: 3 clusters Score -8115268 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8115280 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51717 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8115291 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8115302 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51969 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8115312 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -8115317.500000 Penalty: 5506.459961
	Iteration 87Q: 3 clusters Score -8115318 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -8115337.500000 Penalty: 5506.459961
	Iteration 88Q: 3 clusters Score -8115338 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -8115341.500000 Penalty: 5506.459961
	Iteration 89Q: 3 clusters Score -8115342 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -8115351.500000 Penalty: 5506.459961
	Iteration 90Q: 3 clusters Score -8115352 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -8115357.500000 Penalty: 5506.459961
	Iteration 91Q: 3 clusters Score -8115358 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -8115350.000000 Penalty: 5506.459961
	Iteration 92Q: 3 clusters Score -8115350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -8115349.000000 Penalty: 5506.459961
	Iteration 93Q: 3 clusters Score -8115349 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -8115355.500000 Penalty: 5506.459961
	Iteration 94Q: 3 clusters Score -8115356 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52814 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -8115378.500000 Penalty: 5506.459961
	Iteration 95Q: 3 clusters Score -8115378 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -8115385.500000 Penalty: 5506.459961
	Iteration 96Q: 3 clusters Score -8115386 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -8115406.000000 Penalty: 5506.459961
	Iteration 97Q: 3 clusters Score -8115406 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8115408 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53160 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -8115415.000000 Penalty: 5506.459961
	Iteration 99Q: 3 clusters Score -8115415 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -8115421.500000 Penalty: 5506.459961
	Iteration 100F: 3 clusters Score -8115422 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -8115414.000000 Penalty: 5506.459961
	Iteration 101Q: 3 clusters Score -8115414 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -8115414.500000 Penalty: 5506.459961
	Iteration 102Q: 3 clusters Score -8115414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -8115426.000000 Penalty: 5506.459961
	Iteration 103Q: 3 clusters Score -8115426 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -8115439.500000 Penalty: 5506.459961
	Iteration 104Q: 3 clusters Score -8115440 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -8115439.000000 Penalty: 5506.459961
	Iteration 105Q: 3 clusters Score -8115439 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53554 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -8115427.500000 Penalty: 5506.459961
	Iteration 106Q: 3 clusters Score -8115428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -8115412.500000 Penalty: 5506.459961
	Iteration 107Q: 3 clusters Score -8115412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -8115421.500000 Penalty: 5506.459961
	Iteration 108Q: 3 clusters Score -8115422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -8115421.500000 Penalty: 5506.459961
	Iteration 109Q: 3 clusters Score -8115422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -8115423.000000 Penalty: 5506.459961
	Iteration 110Q: 3 clusters Score -8115423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -8115424.500000 Penalty: 5506.459961
	Iteration 111Q: 3 clusters Score -8115424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -8115428.000000 Penalty: 5506.459961
	Iteration 112Q: 3 clusters Score -8115428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53736 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -8115429.000000 Penalty: 5506.459961
	Iteration 113Q: 3 clusters Score -8115429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -8115442.500000 Penalty: 5506.459961
	Iteration 114Q: 3 clusters Score -8115442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -8115435.000000 Penalty: 5506.459961
	Iteration 115Q: 3 clusters Score -8115435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -8115442.000000 Penalty: 5506.459961
	Iteration 116Q: 3 clusters Score -8115442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -8115449.000000 Penalty: 5506.459961
	Iteration 117Q: 3 clusters Score -8115449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53804 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -8115443.500000 Penalty: 5506.459961
	Iteration 118Q: 3 clusters Score -8115444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -8115446.000000 Penalty: 5506.459961
	Iteration 119Q: 3 clusters Score -8115446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -8115441.500000 Penalty: 5506.459961
	Iteration 120F: 3 clusters Score -8115442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -8115439.500000 Penalty: 5506.459961
	Iteration 121Q: 3 clusters Score -8115440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -8115439.000000 Penalty: 5506.459961
	Iteration 122Q: 3 clusters Score -8115439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -8115439.000000 Penalty: 5506.459961
	Iteration 123F: 3 clusters Score -8115439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (185945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 185945 members 
Entering Unmasked Estep 
Score: -22655696.000000 Penalty: 3009.035156
	Iteration 0F: 2 clusters Score -2.26557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92690 members 
Mstep: Class 2 contains 93255 members 
Entering Unmasked Estep 
Score: -22532600.000000 Penalty: 6018.070312
	Iteration 0F: 3 clusters Score -2.25326e+07 nChanged 89294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90370 members 
Mstep: Class 2 contains 95575 members 
Entering Unmasked Estep 
Score: -22584008.000000 Penalty: 6018.070312
	Iteration 1F: 3 clusters Score -2.258401e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88840 members 
Mstep: Class 2 contains 97105 members 
Entering Unmasked Estep 
Score: -22585164.000000 Penalty: 6018.070312
	Iteration 2Q: 3 clusters Score -2.258516e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86735 members 
Mstep: Class 2 contains 99210 members 
Entering Unmasked Estep 
Score: -22586414.000000 Penalty: 6018.070312
	Iteration 3Q: 3 clusters Score -2.258641e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 102347 members 
Entering Unmasked Estep 
Score: -22588550.000000 Penalty: 6018.070312
	Iteration 4Q: 3 clusters Score -2.258855e+07 nChanged 7452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79052 members 
Mstep: Class 2 contains 106893 members 
Entering Unmasked Estep 
Score: -22591748.000000 Penalty: 6018.070312
	Iteration 5Q: 3 clusters Score -2.259175e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 113169 members 
Entering Unmasked Estep 
Score: -22596712.000000 Penalty: 6018.070312
	Iteration 6Q: 3 clusters Score -2.259671e+07 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64439 members 
Mstep: Class 2 contains 121506 members 
Entering Unmasked Estep 
Score: -22603940.000000 Penalty: 6018.070312
	Iteration 7F: 3 clusters Score -2.260394e+07 nChanged 11844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 131848 members 
Entering Unmasked Estep 
Score: -22613464.000000 Penalty: 6018.070312
	Iteration 8F: 3 clusters Score -2.261346e+07 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 143308 members 
Entering Unmasked Estep 
Score: -22623584.000000 Penalty: 6018.070312
	Iteration 9F: 3 clusters Score -2.262358e+07 nChanged 11568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 154472 members 
Entering Unmasked Estep 
Score: -22632704.000000 Penalty: 6018.070312
	Iteration 10F: 3 clusters Score -2.26327e+07 nChanged 9705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 164057 members 
Entering Unmasked Estep 
Score: -22640082.000000 Penalty: 6018.070312
	Iteration 11F: 3 clusters Score -2.264008e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 171400 members 
Entering Unmasked Estep 
Score: -22645132.000000 Penalty: 6018.070312
	Iteration 12Q: 3 clusters Score -2.264513e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 176415 members 
Entering Unmasked Estep 
Score: -22648448.000000 Penalty: 6018.070312
	Iteration 13Q: 3 clusters Score -2.264845e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 179741 members 
Entering Unmasked Estep 
Score: -22650514.000000 Penalty: 6018.070312
	Iteration 14Q: 3 clusters Score -2.265051e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 181727 members 
Entering Unmasked Estep 
Score: -22651526.000000 Penalty: 6018.070312
	Iteration 15Q: 3 clusters Score -2.265153e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 182892 members 
Entering Unmasked Estep 
Score: -22652094.000000 Penalty: 6018.070312
	Iteration 16Q: 3 clusters Score -2.265209e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 183609 members 
Entering Unmasked Estep 
Score: -22652444.000000 Penalty: 6018.070312
	Iteration 17Q: 3 clusters Score -2.265244e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 184044 members 
Entering Unmasked Estep 
Score: -22652736.000000 Penalty: 6018.070312
	Iteration 18Q: 3 clusters Score -2.265274e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 184304 members 
Entering Unmasked Estep 
Score: -22652924.000000 Penalty: 6018.070312
	Iteration 19Q: 3 clusters Score -2.265292e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 184460 members 
Entering Unmasked Estep 
Score: -22653046.000000 Penalty: 6018.070312
	Iteration 20F: 3 clusters Score -2.265305e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 184543 members 
Entering Unmasked Estep 
Score: -22653106.000000 Penalty: 6018.070312
	Iteration 21Q: 3 clusters Score -2.265311e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 184622 members 
Entering Unmasked Estep 
Score: -22653128.000000 Penalty: 6018.070312
	Iteration 22Q: 3 clusters Score -2.265313e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 184684 members 
Entering Unmasked Estep 
Score: -22653186.000000 Penalty: 6018.070312
	Iteration 23Q: 3 clusters Score -2.265319e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 184725 members 
Entering Unmasked Estep 
Score: -22653208.000000 Penalty: 6018.070312
	Iteration 24Q: 3 clusters Score -2.265321e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 184763 members 
Entering Unmasked Estep 
Score: -22653240.000000 Penalty: 6018.070312
	Iteration 25Q: 3 clusters Score -2.265324e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 184796 members 
Entering Unmasked Estep 
Score: -22653274.000000 Penalty: 6018.070312
	Iteration 26Q: 3 clusters Score -2.265327e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 184814 members 
Entering Unmasked Estep 
Score: -22653292.000000 Penalty: 6018.070312
	Iteration 27Q: 3 clusters Score -2.265329e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 184839 members 
Entering Unmasked Estep 
Score: -22653294.000000 Penalty: 6018.070312
	Iteration 28Q: 3 clusters Score -2.265329e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 184856 members 
Entering Unmasked Estep 
Score: -22653300.000000 Penalty: 6018.070312
	Iteration 29Q: 3 clusters Score -2.26533e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 184873 members 
Entering Unmasked Estep 
Score: -22653322.000000 Penalty: 6018.070312
	Iteration 30Q: 3 clusters Score -2.265332e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 184891 members 
Entering Unmasked Estep 
Score: -22653328.000000 Penalty: 6018.070312
	Iteration 31Q: 3 clusters Score -2.265333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 184903 members 
Entering Unmasked Estep 
Score: -22653334.000000 Penalty: 6018.070312
	Iteration 32Q: 3 clusters Score -2.265333e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 184913 members 
Entering Unmasked Estep 
Score: -22653312.000000 Penalty: 6018.070312
	Iteration 33Q: 3 clusters Score -2.265331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 184921 members 
Entering Unmasked Estep 
Score: -22653326.000000 Penalty: 6018.070312
	Iteration 34Q: 3 clusters Score -2.265333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 184930 members 
Entering Unmasked Estep 
Score: -22653340.000000 Penalty: 6018.070312
	Iteration 35Q: 3 clusters Score -2.265334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 184939 members 
Entering Unmasked Estep 
Score: -22653344.000000 Penalty: 6018.070312
	Iteration 36Q: 3 clusters Score -2.265334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 184946 members 
Entering Unmasked Estep 
Score: -22653344.000000 Penalty: 6018.070312
	Iteration 37Q: 3 clusters Score -2.265334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 184951 members 
Entering Unmasked Estep 
Score: -22653338.000000 Penalty: 6018.070312
	Iteration 38Q: 3 clusters Score -2.265334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 184955 members 
Entering Unmasked Estep 
Score: -22653324.000000 Penalty: 6018.070312
	Iteration 39Q: 3 clusters Score -2.265332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 184959 members 
Entering Unmasked Estep 
Score: -22653340.000000 Penalty: 6018.070312
	Iteration 40F: 3 clusters Score -2.265334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 184961 members 
Entering Unmasked Estep 
Score: -22653342.000000 Penalty: 6018.070312
	Iteration 41Q: 3 clusters Score -2.265334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 184964 members 
Entering Unmasked Estep 
Score: -22653356.000000 Penalty: 6018.070312
	Iteration 42Q: 3 clusters Score -2.265336e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 184969 members 
Entering Unmasked Estep 
Score: -22653348.000000 Penalty: 6018.070312
	Iteration 43Q: 3 clusters Score -2.265335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 184975 members 
Entering Unmasked Estep 
Score: -22653354.000000 Penalty: 6018.070312
	Iteration 44Q: 3 clusters Score -2.265335e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 184985 members 
Entering Unmasked Estep 
Score: -22653376.000000 Penalty: 6018.070312
	Iteration 45Q: 3 clusters Score -2.265338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 184992 members 
Entering Unmasked Estep 
Score: -22653382.000000 Penalty: 6018.070312
	Iteration 46Q: 3 clusters Score -2.265338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 184998 members 
Entering Unmasked Estep 
Score: -22653376.000000 Penalty: 6018.070312
	Iteration 47Q: 3 clusters Score -2.265338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 184998 members 
Entering Unmasked Estep 
Score: -22653376.000000 Penalty: 6018.070312
	Iteration 48Q: 3 clusters Score -2.265338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 184998 members 
Entering Unmasked Estep 
Score: -22653378.000000 Penalty: 6018.070312
	Iteration 49Q: 3 clusters Score -2.265338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 184999 members 
Entering Unmasked Estep 
Score: -22653366.000000 Penalty: 6018.070312
	Iteration 50Q: 3 clusters Score -2.265337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 185004 members 
Entering Unmasked Estep 
Score: -22653362.000000 Penalty: 6018.070312
	Iteration 51Q: 3 clusters Score -2.265336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 185012 members 
Entering Unmasked Estep 
Score: -22653360.000000 Penalty: 6018.070312
	Iteration 52Q: 3 clusters Score -2.265336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 185020 members 
Entering Unmasked Estep 
Score: -22653370.000000 Penalty: 6018.070312
	Iteration 53Q: 3 clusters Score -2.265337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 185024 members 
Entering Unmasked Estep 
Score: -22653380.000000 Penalty: 6018.070312
	Iteration 54Q: 3 clusters Score -2.265338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 185026 members 
Entering Unmasked Estep 
Score: -22653372.000000 Penalty: 6018.070312
	Iteration 55Q: 3 clusters Score -2.265337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 185026 members 
Entering Unmasked Estep 
Score: -22653370.000000 Penalty: 6018.070312
	Iteration 56Q: 3 clusters Score -2.265337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 185028 members 
Entering Unmasked Estep 
Score: -22653368.000000 Penalty: 6018.070312
	Iteration 57Q: 3 clusters Score -2.265337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 185032 members 
Entering Unmasked Estep 
Score: -22653382.000000 Penalty: 6018.070312
	Iteration 58Q: 3 clusters Score -2.265338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 185036 members 
Entering Unmasked Estep 
Score: -22653386.000000 Penalty: 6018.070312
	Iteration 59Q: 3 clusters Score -2.265339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 185041 members 
Entering Unmasked Estep 
Score: -22653408.000000 Penalty: 6018.070312
	Iteration 60F: 3 clusters Score -2.265341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 185049 members 
Entering Unmasked Estep 
Score: -22653400.000000 Penalty: 6018.070312
	Iteration 61Q: 3 clusters Score -2.26534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 185054 members 
Entering Unmasked Estep 
Score: -22653404.000000 Penalty: 6018.070312
	Iteration 62Q: 3 clusters Score -2.26534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 185055 members 
Entering Unmasked Estep 
Score: -22653402.000000 Penalty: 6018.070312
	Iteration 63Q: 3 clusters Score -2.26534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 185056 members 
Entering Unmasked Estep 
Score: -22653404.000000 Penalty: 6018.070312
	Iteration 64Q: 3 clusters Score -2.26534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 185055 members 
Entering Unmasked Estep 
Score: -22653404.000000 Penalty: 6018.070312
	Iteration 65Q: 3 clusters Score -2.26534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 185054 members 
Entering Unmasked Estep 
Score: -22653404.000000 Penalty: 6018.070312
	Iteration 66Q: 3 clusters Score -2.26534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 185053 members 
Entering Unmasked Estep 
Score: -22653404.000000 Penalty: 6018.070312
	Iteration 67Q: 3 clusters Score -2.26534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 185052 members 
Entering Unmasked Estep 
Score: -22653402.000000 Penalty: 6018.070312
	Iteration 68Q: 3 clusters Score -2.26534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 185051 members 
Entering Unmasked Estep 
Score: -22653414.000000 Penalty: 6018.070312
	Iteration 69Q: 3 clusters Score -2.265341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 185051 members 
Entering Unmasked Estep 
Score: -22653414.000000 Penalty: 6018.070312
	Iteration 70F: 3 clusters Score -2.265341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (57277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57277 members 
Entering Unmasked Estep 
Score: -6880723.500000 Penalty: 2717.002197
	Iteration 0F: 2 clusters Score -6880724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -6842372.500000 Penalty: 5434.004395
	Iteration 0F: 3 clusters Score -6842372 nChanged 26575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -6856919.000000 Penalty: 5434.004395
	Iteration 1F: 3 clusters Score -6856919 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -6857786.000000 Penalty: 5434.004395
	Iteration 2Q: 3 clusters Score -6857786 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -6858820.000000 Penalty: 5434.004395
	Iteration 3Q: 3 clusters Score -6858820 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -6860410.500000 Penalty: 5434.004395
	Iteration 4Q: 3 clusters Score -6860410 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -6862832.000000 Penalty: 5434.004395
	Iteration 5F: 3 clusters Score -6862832 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -6866172.500000 Penalty: 5434.004395
	Iteration 6F: 3 clusters Score -6866172 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -6869964.000000 Penalty: 5434.004395
	Iteration 7F: 3 clusters Score -6869964 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -6873268.000000 Penalty: 5434.004395
	Iteration 8F: 3 clusters Score -6873268 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -6875462.000000 Penalty: 5434.004395
	Iteration 9Q: 3 clusters Score -6875462 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -6876905.000000 Penalty: 5434.004395
	Iteration 10Q: 3 clusters Score -6876905 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -6877562.500000 Penalty: 5434.004395
	Iteration 11Q: 3 clusters Score -6877562 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -6877879.000000 Penalty: 5434.004395
	Iteration 12Q: 3 clusters Score -6877879 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 56141 members 
Entering Unmasked Estep 
Score: -6878077.000000 Penalty: 5434.004395
	Iteration 13Q: 3 clusters Score -6878077 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 56278 members 
Entering Unmasked Estep 
Score: -6878214.500000 Penalty: 5434.004395
	Iteration 14Q: 3 clusters Score -6878214 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -6878290.500000 Penalty: 5434.004395
	Iteration 15Q: 3 clusters Score -6878290 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -6878337.000000 Penalty: 5434.004395
	Iteration 16Q: 3 clusters Score -6878337 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 56455 members 
Entering Unmasked Estep 
Score: -6878376.000000 Penalty: 5434.004395
	Iteration 17Q: 3 clusters Score -6878376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 56476 members 
Entering Unmasked Estep 
Score: -6878406.000000 Penalty: 5434.004395
	Iteration 18Q: 3 clusters Score -6878406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -6878416.000000 Penalty: 5434.004395
	Iteration 19Q: 3 clusters Score -6878416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 56503 members 
Entering Unmasked Estep 
Score: -6878428.000000 Penalty: 5434.004395
	Iteration 20F: 3 clusters Score -6878428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 56508 members 
Entering Unmasked Estep 
Score: -6878442.000000 Penalty: 5434.004395
	Iteration 21Q: 3 clusters Score -6878442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 56518 members 
Entering Unmasked Estep 
Score: -6878463.000000 Penalty: 5434.004395
	Iteration 22Q: 3 clusters Score -6878463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 56529 members 
Entering Unmasked Estep 
Score: -6878474.000000 Penalty: 5434.004395
	Iteration 23Q: 3 clusters Score -6878474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 56538 members 
Entering Unmasked Estep 
Score: -6878480.000000 Penalty: 5434.004395
	Iteration 24Q: 3 clusters Score -6878480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -6878475.500000 Penalty: 5434.004395
	Iteration 25Q: 3 clusters Score -6878476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -6878477.000000 Penalty: 5434.004395
	Iteration 26Q: 3 clusters Score -6878477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -6878477.000000 Penalty: 5434.004395
	Iteration 27Q: 3 clusters Score -6878477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -6878489.500000 Penalty: 5434.004395
	Iteration 28Q: 3 clusters Score -6878490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 56552 members 
Entering Unmasked Estep 
Score: -6878492.500000 Penalty: 5434.004395
	Iteration 29Q: 3 clusters Score -6878492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -6878485.500000 Penalty: 5434.004395
	Iteration 30Q: 3 clusters Score -6878486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 56555 members 
Entering Unmasked Estep 
Score: -6878486.500000 Penalty: 5434.004395
	Iteration 31Q: 3 clusters Score -6878486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -6878485.000000 Penalty: 5434.004395
	Iteration 32Q: 3 clusters Score -6878485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 56558 members 
Entering Unmasked Estep 
Score: -6878491.000000 Penalty: 5434.004395
	Iteration 33Q: 3 clusters Score -6878491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -6878491.500000 Penalty: 5434.004395
	Iteration 34Q: 3 clusters Score -6878492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -6878496.000000 Penalty: 5434.004395
	Iteration 35Q: 3 clusters Score -6878496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 56565 members 
Entering Unmasked Estep 
Score: -6878495.000000 Penalty: 5434.004395
	Iteration 36Q: 3 clusters Score -6878495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 56571 members 
Entering Unmasked Estep 
Score: -6878502.000000 Penalty: 5434.004395
	Iteration 37Q: 3 clusters Score -6878502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 56571 members 
Entering Unmasked Estep 
Score: -6878502.500000 Penalty: 5434.004395
	Iteration 38Q: 3 clusters Score -6878502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 56575 members 
Entering Unmasked Estep 
Score: -6878509.500000 Penalty: 5434.004395
	Iteration 39Q: 3 clusters Score -6878510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
Score: -6878515.000000 Penalty: 5434.004395
	Iteration 40F: 3 clusters Score -6878515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
Score: -6878515.000000 Penalty: 5434.004395
	Iteration 41Q: 3 clusters Score -6878515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
Score: -6878514.000000 Penalty: 5434.004395
	Iteration 42Q: 3 clusters Score -6878514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 56580 members 
Entering Unmasked Estep 
Score: -6878518.500000 Penalty: 5434.004395
	Iteration 43Q: 3 clusters Score -6878518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -6878515.500000 Penalty: 5434.004395
	Iteration 44Q: 3 clusters Score -6878516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -6878524.000000 Penalty: 5434.004395
	Iteration 45Q: 3 clusters Score -6878524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -6878521.000000 Penalty: 5434.004395
	Iteration 46Q: 3 clusters Score -6878521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -6878523.000000 Penalty: 5434.004395
	Iteration 47Q: 3 clusters Score -6878523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -6878523.000000 Penalty: 5434.004395
	Iteration 48F: 3 clusters Score -6878523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (222695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222695 members 
Entering Unmasked Estep 
Score: -27358002.000000 Penalty: 3053.762451
	Iteration 0F: 2 clusters Score -2.7358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111473 members 
Mstep: Class 2 contains 111222 members 
Entering Unmasked Estep 
Score: -27213002.000000 Penalty: 6107.524902
	Iteration 0F: 3 clusters Score -2.7213e+07 nChanged 107094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113183 members 
Mstep: Class 2 contains 109512 members 
Entering Unmasked Estep 
Score: -27275842.000000 Penalty: 6107.524902
	Iteration 1F: 3 clusters Score -2.727584e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114410 members 
Mstep: Class 2 contains 108285 members 
Entering Unmasked Estep 
Score: -27277528.000000 Penalty: 6107.524902
	Iteration 2Q: 3 clusters Score -2.727753e+07 nChanged 7719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116399 members 
Mstep: Class 2 contains 106296 members 
Entering Unmasked Estep 
Score: -27280234.000000 Penalty: 6107.524902
	Iteration 3Q: 3 clusters Score -2.728023e+07 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119674 members 
Mstep: Class 2 contains 103021 members 
Entering Unmasked Estep 
Score: -27284352.000000 Penalty: 6107.524902
	Iteration 4Q: 3 clusters Score -2.728435e+07 nChanged 11701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124543 members 
Mstep: Class 2 contains 98152 members 
Entering Unmasked Estep 
Score: -27290606.000000 Penalty: 6107.524902
	Iteration 5F: 3 clusters Score -2.729061e+07 nChanged 14046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131487 members 
Mstep: Class 2 contains 91208 members 
Entering Unmasked Estep 
Score: -27299612.000000 Penalty: 6107.524902
	Iteration 6F: 3 clusters Score -2.729961e+07 nChanged 15704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140369 members 
Mstep: Class 2 contains 82326 members 
Entering Unmasked Estep 
Score: -27310514.000000 Penalty: 6107.524902
	Iteration 7F: 3 clusters Score -2.731051e+07 nChanged 15708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149731 members 
Mstep: Class 2 contains 72964 members 
Entering Unmasked Estep 
Score: -27323022.000000 Penalty: 6107.524902
	Iteration 8F: 3 clusters Score -2.732302e+07 nChanged 13757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157644 members 
Mstep: Class 2 contains 65051 members 
Entering Unmasked Estep 
Score: -27333250.000000 Penalty: 6107.524902
	Iteration 9F: 3 clusters Score -2.733325e+07 nChanged 10295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163461 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -27339714.000000 Penalty: 6107.524902
	Iteration 10Q: 3 clusters Score -2.733971e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167875 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -27342686.000000 Penalty: 6107.524902
	Iteration 11Q: 3 clusters Score -2.734269e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171846 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -27344376.000000 Penalty: 6107.524902
	Iteration 12Q: 3 clusters Score -2.734438e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175808 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -27345916.000000 Penalty: 6107.524902
	Iteration 13Q: 3 clusters Score -2.734592e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179773 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -27347582.000000 Penalty: 6107.524902
	Iteration 14Q: 3 clusters Score -2.734758e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183613 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -27348808.000000 Penalty: 6107.524902
	Iteration 15Q: 3 clusters Score -2.734881e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187340 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -27350016.000000 Penalty: 6107.524902
	Iteration 16Q: 3 clusters Score -2.735002e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190926 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -27351034.000000 Penalty: 6107.524902
	Iteration 17Q: 3 clusters Score -2.735103e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194282 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -27352400.000000 Penalty: 6107.524902
	Iteration 18Q: 3 clusters Score -2.73524e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197407 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -27353388.000000 Penalty: 6107.524902
	Iteration 19Q: 3 clusters Score -2.735339e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200299 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -27354164.000000 Penalty: 6107.524902
	Iteration 20F: 3 clusters Score -2.735416e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202904 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -27354940.000000 Penalty: 6107.524902
	Iteration 21Q: 3 clusters Score -2.735494e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205170 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -27355554.000000 Penalty: 6107.524902
	Iteration 22Q: 3 clusters Score -2.735555e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207183 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -27356018.000000 Penalty: 6107.524902
	Iteration 23Q: 3 clusters Score -2.735602e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208939 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -27356254.000000 Penalty: 6107.524902
	Iteration 24Q: 3 clusters Score -2.735625e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210487 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -27356564.000000 Penalty: 6107.524902
	Iteration 25Q: 3 clusters Score -2.735656e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211774 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -27356884.000000 Penalty: 6107.524902
	Iteration 26Q: 3 clusters Score -2.735688e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212830 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -27357098.000000 Penalty: 6107.524902
	Iteration 27Q: 3 clusters Score -2.73571e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213744 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -27357348.000000 Penalty: 6107.524902
	Iteration 28Q: 3 clusters Score -2.735735e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214498 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -27357468.000000 Penalty: 6107.524902
	Iteration 29Q: 3 clusters Score -2.735747e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215069 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -27357646.000000 Penalty: 6107.524902
	Iteration 30Q: 3 clusters Score -2.735765e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215605 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -27357672.000000 Penalty: 6107.524902
	Iteration 31Q: 3 clusters Score -2.735767e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216038 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -27357626.000000 Penalty: 6107.524902
	Iteration 32Q: 3 clusters Score -2.735763e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216439 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -27357696.000000 Penalty: 6107.524902
	Iteration 33Q: 3 clusters Score -2.73577e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216770 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -27357762.000000 Penalty: 6107.524902
	Iteration 34Q: 3 clusters Score -2.735776e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217060 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -27357768.000000 Penalty: 6107.524902
	Iteration 35Q: 3 clusters Score -2.735777e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217301 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -27357816.000000 Penalty: 6107.524902
	Iteration 36Q: 3 clusters Score -2.735782e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217526 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -27357828.000000 Penalty: 6107.524902
	Iteration 37Q: 3 clusters Score -2.735783e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217713 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -27357854.000000 Penalty: 6107.524902
	Iteration 38Q: 3 clusters Score -2.735785e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217866 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -27357876.000000 Penalty: 6107.524902
	Iteration 39Q: 3 clusters Score -2.735788e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217978 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -27357864.000000 Penalty: 6107.524902
	Iteration 40F: 3 clusters Score -2.735786e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218066 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -27357878.000000 Penalty: 6107.524902
	Iteration 41Q: 3 clusters Score -2.735788e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218136 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -27357836.000000 Penalty: 6107.524902
	Iteration 42Q: 3 clusters Score -2.735784e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218196 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -27357792.000000 Penalty: 6107.524902
	Iteration 43Q: 3 clusters Score -2.735779e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218259 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -27357800.000000 Penalty: 6107.524902
	Iteration 44Q: 3 clusters Score -2.73578e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218313 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -27357794.000000 Penalty: 6107.524902
	Iteration 45Q: 3 clusters Score -2.735779e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218360 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -27357828.000000 Penalty: 6107.524902
	Iteration 46Q: 3 clusters Score -2.735783e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218398 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -27357800.000000 Penalty: 6107.524902
	Iteration 47Q: 3 clusters Score -2.73578e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218424 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -27357806.000000 Penalty: 6107.524902
	Iteration 48Q: 3 clusters Score -2.735781e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218446 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -27357812.000000 Penalty: 6107.524902
	Iteration 49Q: 3 clusters Score -2.735781e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218461 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -27357828.000000 Penalty: 6107.524902
	Iteration 50Q: 3 clusters Score -2.735783e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218474 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -27357820.000000 Penalty: 6107.524902
	Iteration 51Q: 3 clusters Score -2.735782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218480 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -27357836.000000 Penalty: 6107.524902
	Iteration 52Q: 3 clusters Score -2.735784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218490 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -27357830.000000 Penalty: 6107.524902
	Iteration 53Q: 3 clusters Score -2.735783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218502 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -27357830.000000 Penalty: 6107.524902
	Iteration 54Q: 3 clusters Score -2.735783e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218519 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -27357798.000000 Penalty: 6107.524902
	Iteration 55Q: 3 clusters Score -2.73578e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218535 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -27357766.000000 Penalty: 6107.524902
	Iteration 56Q: 3 clusters Score -2.735777e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218548 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -27357774.000000 Penalty: 6107.524902
	Iteration 57Q: 3 clusters Score -2.735777e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218566 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -27357778.000000 Penalty: 6107.524902
	Iteration 58Q: 3 clusters Score -2.735778e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218588 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -27357814.000000 Penalty: 6107.524902
	Iteration 59Q: 3 clusters Score -2.735781e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218612 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -27357824.000000 Penalty: 6107.524902
	Iteration 60F: 3 clusters Score -2.735782e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218635 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -27357818.000000 Penalty: 6107.524902
	Iteration 61Q: 3 clusters Score -2.735782e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218657 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -27357782.000000 Penalty: 6107.524902
	Iteration 62Q: 3 clusters Score -2.735778e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218678 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -27357788.000000 Penalty: 6107.524902
	Iteration 63Q: 3 clusters Score -2.735779e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218706 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -27357762.000000 Penalty: 6107.524902
	Iteration 64Q: 3 clusters Score -2.735776e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218736 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -27357736.000000 Penalty: 6107.524902
	Iteration 65Q: 3 clusters Score -2.735774e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218759 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -27357734.000000 Penalty: 6107.524902
	Iteration 66Q: 3 clusters Score -2.735773e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218785 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -27357780.000000 Penalty: 6107.524902
	Iteration 67Q: 3 clusters Score -2.735778e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218800 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -27357758.000000 Penalty: 6107.524902
	Iteration 68Q: 3 clusters Score -2.735776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218816 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -27357738.000000 Penalty: 6107.524902
	Iteration 69Q: 3 clusters Score -2.735774e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218840 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -27357752.000000 Penalty: 6107.524902
	Iteration 70Q: 3 clusters Score -2.735775e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218866 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -27357764.000000 Penalty: 6107.524902
	Iteration 71Q: 3 clusters Score -2.735776e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218883 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -27357764.000000 Penalty: 6107.524902
	Iteration 72Q: 3 clusters Score -2.735776e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218900 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -27357750.000000 Penalty: 6107.524902
	Iteration 73Q: 3 clusters Score -2.735775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218915 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -27357746.000000 Penalty: 6107.524902
	Iteration 74Q: 3 clusters Score -2.735775e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218936 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -27357732.000000 Penalty: 6107.524902
	Iteration 75Q: 3 clusters Score -2.735773e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218956 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -27357708.000000 Penalty: 6107.524902
	Iteration 76Q: 3 clusters Score -2.735771e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218972 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -27357736.000000 Penalty: 6107.524902
	Iteration 77Q: 3 clusters Score -2.735774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218980 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -27357736.000000 Penalty: 6107.524902
	Iteration 78Q: 3 clusters Score -2.735774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218982 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -27357752.000000 Penalty: 6107.524902
	Iteration 79Q: 3 clusters Score -2.735775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218984 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -27357754.000000 Penalty: 6107.524902
	Iteration 80F: 3 clusters Score -2.735775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218986 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -27357740.000000 Penalty: 6107.524902
	Iteration 81Q: 3 clusters Score -2.735774e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218989 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -27357742.000000 Penalty: 6107.524902
	Iteration 82Q: 3 clusters Score -2.735774e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218992 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -27357742.000000 Penalty: 6107.524902
	Iteration 83Q: 3 clusters Score -2.735774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218998 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -27357728.000000 Penalty: 6107.524902
	Iteration 84Q: 3 clusters Score -2.735773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219001 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -27357736.000000 Penalty: 6107.524902
	Iteration 85Q: 3 clusters Score -2.735774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219007 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -27357748.000000 Penalty: 6107.524902
	Iteration 86Q: 3 clusters Score -2.735775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219012 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -27357750.000000 Penalty: 6107.524902
	Iteration 87Q: 3 clusters Score -2.735775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219017 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -27357732.000000 Penalty: 6107.524902
	Iteration 88Q: 3 clusters Score -2.735773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219021 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -27357732.000000 Penalty: 6107.524902
	Iteration 89Q: 3 clusters Score -2.735773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219025 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -27357724.000000 Penalty: 6107.524902
	Iteration 90Q: 3 clusters Score -2.735772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219028 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -27357730.000000 Penalty: 6107.524902
	Iteration 91Q: 3 clusters Score -2.735773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219031 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -27357730.000000 Penalty: 6107.524902
	Iteration 92Q: 3 clusters Score -2.735773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219035 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -27357752.000000 Penalty: 6107.524902
	Iteration 93Q: 3 clusters Score -2.735775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219037 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -27357746.000000 Penalty: 6107.524902
	Iteration 94Q: 3 clusters Score -2.735775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219047 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -27357744.000000 Penalty: 6107.524902
	Iteration 95Q: 3 clusters Score -2.735774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219056 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -27357714.000000 Penalty: 6107.524902
	Iteration 96Q: 3 clusters Score -2.735771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219063 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -27357726.000000 Penalty: 6107.524902
	Iteration 97Q: 3 clusters Score -2.735773e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219071 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -27357704.000000 Penalty: 6107.524902
	Iteration 98Q: 3 clusters Score -2.73577e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219080 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -27357698.000000 Penalty: 6107.524902
	Iteration 99Q: 3 clusters Score -2.73577e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219089 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -27357704.000000 Penalty: 6107.524902
	Iteration 100F: 3 clusters Score -2.73577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219101 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -27357722.000000 Penalty: 6107.524902
	Iteration 101Q: 3 clusters Score -2.735772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219105 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -27357696.000000 Penalty: 6107.524902
	Iteration 102Q: 3 clusters Score -2.73577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219107 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -27357692.000000 Penalty: 6107.524902
	Iteration 103Q: 3 clusters Score -2.735769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219110 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -27357680.000000 Penalty: 6107.524902
	Iteration 104Q: 3 clusters Score -2.735768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219112 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -27357666.000000 Penalty: 6107.524902
	Iteration 105Q: 3 clusters Score -2.735767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219112 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -27357688.000000 Penalty: 6107.524902
	Iteration 106Q: 3 clusters Score -2.735769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219114 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -27357676.000000 Penalty: 6107.524902
	Iteration 107Q: 3 clusters Score -2.735768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219117 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -27357672.000000 Penalty: 6107.524902
	Iteration 108Q: 3 clusters Score -2.735767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219118 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -27357676.000000 Penalty: 6107.524902
	Iteration 109Q: 3 clusters Score -2.735768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219119 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -27357676.000000 Penalty: 6107.524902
	Iteration 110Q: 3 clusters Score -2.735768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219120 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -27357682.000000 Penalty: 6107.524902
	Iteration 111Q: 3 clusters Score -2.735768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219119 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -27357666.000000 Penalty: 6107.524902
	Iteration 112Q: 3 clusters Score -2.735767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219117 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -27357668.000000 Penalty: 6107.524902
	Iteration 113Q: 3 clusters Score -2.735767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219118 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -27357670.000000 Penalty: 6107.524902
	Iteration 114Q: 3 clusters Score -2.735767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219118 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -27357676.000000 Penalty: 6107.524902
	Iteration 115Q: 3 clusters Score -2.735768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219118 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -27357676.000000 Penalty: 6107.524902
	Iteration 116F: 3 clusters Score -2.735768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Entering Unmasked Estep 
Score: -415438.000000 Penalty: 2016.327759
	Iteration 0F: 2 clusters Score -415438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -411963.437500 Penalty: 4032.655518
	Iteration 0F: 3 clusters Score -411963.4 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -412686.031250 Penalty: 4032.655518
	Iteration 1F: 3 clusters Score -412686 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -412863.500000 Penalty: 4032.655518
	Iteration 2F: 3 clusters Score -412863.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -412943.343750 Penalty: 4032.655518
	Iteration 3Q: 3 clusters Score -412943.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -413004.593750 Penalty: 4032.655518
	Iteration 4Q: 3 clusters Score -413004.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -413062.812500 Penalty: 4032.655518
	Iteration 5Q: 3 clusters Score -413062.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -413102.781250 Penalty: 4032.655518
	Iteration 6Q: 3 clusters Score -413102.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -413129.937500 Penalty: 4032.655518
	Iteration 7Q: 3 clusters Score -413129.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -413146.375000 Penalty: 4032.655518
	Iteration 8Q: 3 clusters Score -413146.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -413159.281250 Penalty: 4032.655518
	Iteration 9Q: 3 clusters Score -413159.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -413167.968750 Penalty: 4032.655518
	Iteration 10Q: 3 clusters Score -413168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -413174.968750 Penalty: 4032.655518
	Iteration 11Q: 3 clusters Score -413175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -413185.718750 Penalty: 4032.655518
	Iteration 12Q: 3 clusters Score -413185.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -413196.718750 Penalty: 4032.655518
	Iteration 13Q: 3 clusters Score -413196.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -413202.968750 Penalty: 4032.655518
	Iteration 14Q: 3 clusters Score -413203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -413206.093750 Penalty: 4032.655518
	Iteration 15Q: 3 clusters Score -413206.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -413209.031250 Penalty: 4032.655518
	Iteration 16Q: 3 clusters Score -413209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -413211.281250 Penalty: 4032.655518
	Iteration 17Q: 3 clusters Score -413211.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -413213.187500 Penalty: 4032.655518
	Iteration 18Q: 3 clusters Score -413213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -413214.218750 Penalty: 4032.655518
	Iteration 19Q: 3 clusters Score -413214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -413215.375000 Penalty: 4032.655518
	Iteration 20F: 3 clusters Score -413215.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -413216.093750 Penalty: 4032.655518
	Iteration 21Q: 3 clusters Score -413216.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -413215.593750 Penalty: 4032.655518
	Iteration 22Q: 3 clusters Score -413215.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -413215.593750 Penalty: 4032.655518
	Iteration 23F: 3 clusters Score -413215.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Entering Unmasked Estep 
Score: -1505451.750000 Penalty: 2342.246582
	Iteration 0F: 2 clusters Score -1505452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1496097.125000 Penalty: 4684.493164
	Iteration 0F: 3 clusters Score -1496097 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1498985.000000 Penalty: 4684.493164
	Iteration 1F: 3 clusters Score -1498985 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1499330.375000 Penalty: 4684.493164
	Iteration 2F: 3 clusters Score -1499330 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1499602.875000 Penalty: 4684.493164
	Iteration 3Q: 3 clusters Score -1499603 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1499859.500000 Penalty: 4684.493164
	Iteration 4Q: 3 clusters Score -1499860 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1500144.125000 Penalty: 4684.493164
	Iteration 5Q: 3 clusters Score -1500144 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1500477.750000 Penalty: 4684.493164
	Iteration 6Q: 3 clusters Score -1500478 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1500841.250000 Penalty: 4684.493164
	Iteration 7Q: 3 clusters Score -1500841 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1501221.000000 Penalty: 4684.493164
	Iteration 8Q: 3 clusters Score -1501221 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1501640.000000 Penalty: 4684.493164
	Iteration 9F: 3 clusters Score -1501640 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1502033.625000 Penalty: 4684.493164
	Iteration 10Q: 3 clusters Score -1502034 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1502343.500000 Penalty: 4684.493164
	Iteration 11Q: 3 clusters Score -1502344 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1502524.625000 Penalty: 4684.493164
	Iteration 12Q: 3 clusters Score -1502525 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1502657.500000 Penalty: 4684.493164
	Iteration 13Q: 3 clusters Score -1502658 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1502772.500000 Penalty: 4684.493164
	Iteration 14Q: 3 clusters Score -1502772 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1502879.500000 Penalty: 4684.493164
	Iteration 15Q: 3 clusters Score -1502880 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1502988.250000 Penalty: 4684.493164
	Iteration 16Q: 3 clusters Score -1502988 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1503111.750000 Penalty: 4684.493164
	Iteration 17Q: 3 clusters Score -1503112 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1503252.375000 Penalty: 4684.493164
	Iteration 18Q: 3 clusters Score -1503252 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1503416.625000 Penalty: 4684.493164
	Iteration 19Q: 3 clusters Score -1503417 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1503621.625000 Penalty: 4684.493164
	Iteration 20F: 3 clusters Score -1503622 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1503836.125000 Penalty: 4684.493164
	Iteration 21Q: 3 clusters Score -1503836 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1504051.750000 Penalty: 4684.493164
	Iteration 22Q: 3 clusters Score -1504052 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1504270.625000 Penalty: 4684.493164
	Iteration 23Q: 3 clusters Score -1504271 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1504491.625000 Penalty: 4684.493164
	Iteration 24Q: 3 clusters Score -1504492 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1504676.375000 Penalty: 4684.493164
	Iteration 25Q: 3 clusters Score -1504676 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1504806.875000 Penalty: 4684.493164
	Iteration 26Q: 3 clusters Score -1504807 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1504877.875000 Penalty: 4684.493164
	Iteration 27Q: 3 clusters Score -1504878 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1504928.125000 Penalty: 4684.493164
	Iteration 28Q: 3 clusters Score -1504928 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1504956.750000 Penalty: 4684.493164
	Iteration 29Q: 3 clusters Score -1504957 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1504973.875000 Penalty: 4684.493164
	Iteration 30Q: 3 clusters Score -1504974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1504985.875000 Penalty: 4684.493164
	Iteration 31Q: 3 clusters Score -1504986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1504991.000000 Penalty: 4684.493164
	Iteration 32Q: 3 clusters Score -1504991 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1504999.625000 Penalty: 4684.493164
	Iteration 33Q: 3 clusters Score -1505000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1505004.500000 Penalty: 4684.493164
	Iteration 34Q: 3 clusters Score -1505004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1505011.250000 Penalty: 4684.493164
	Iteration 35Q: 3 clusters Score -1505011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1505017.750000 Penalty: 4684.493164
	Iteration 36Q: 3 clusters Score -1505018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1505016.375000 Penalty: 4684.493164
	Iteration 37Q: 3 clusters Score -1505016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1505016.625000 Penalty: 4684.493164
	Iteration 38Q: 3 clusters Score -1505017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1505020.500000 Penalty: 4684.493164
	Iteration 39Q: 3 clusters Score -1505020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1505020.125000 Penalty: 4684.493164
	Iteration 40F: 3 clusters Score -1505020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1505021.125000 Penalty: 4684.493164
	Iteration 41Q: 3 clusters Score -1505021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1505022.625000 Penalty: 4684.493164
	Iteration 42Q: 3 clusters Score -1505023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1505021.250000 Penalty: 4684.493164
	Iteration 43Q: 3 clusters Score -1505021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1505033.500000 Penalty: 4684.493164
	Iteration 44Q: 3 clusters Score -1505034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1505033.250000 Penalty: 4684.493164
	Iteration 45Q: 3 clusters Score -1505033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1505034.500000 Penalty: 4684.493164
	Iteration 46Q: 3 clusters Score -1505034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1505041.250000 Penalty: 4684.493164
	Iteration 47Q: 3 clusters Score -1505041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1505038.750000 Penalty: 4684.493164
	Iteration 48Q: 3 clusters Score -1505039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1505040.000000 Penalty: 4684.493164
	Iteration 49Q: 3 clusters Score -1505040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1505042.125000 Penalty: 4684.493164
	Iteration 50Q: 3 clusters Score -1505042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1505042.250000 Penalty: 4684.493164
	Iteration 51Q: 3 clusters Score -1505042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1505044.500000 Penalty: 4684.493164
	Iteration 52Q: 3 clusters Score -1505044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1505047.500000 Penalty: 4684.493164
	Iteration 53Q: 3 clusters Score -1505048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1505048.250000 Penalty: 4684.493164
	Iteration 54Q: 3 clusters Score -1505048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1505047.875000 Penalty: 4684.493164
	Iteration 55Q: 3 clusters Score -1505048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1505048.625000 Penalty: 4684.493164
	Iteration 56Q: 3 clusters Score -1505049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1505052.000000 Penalty: 4684.493164
	Iteration 57Q: 3 clusters Score -1505052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1505052.000000 Penalty: 4684.493164
	Iteration 58F: 3 clusters Score -1505052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Entering Unmasked Estep 
Score: -798259.937500 Penalty: 2210.126221
	Iteration 0F: 2 clusters Score -798259.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -792337.937500 Penalty: 4420.252441
	Iteration 0F: 3 clusters Score -792337.9 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -794930.812500 Penalty: 4420.252441
	Iteration 1F: 3 clusters Score -794930.8 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -796615.625000 Penalty: 4420.252441
	Iteration 2F: 3 clusters Score -796615.6 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -798143.312500 Penalty: 4420.252441
	Iteration 3F: 3 clusters Score -798143.3 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -798819.000000 Penalty: 4420.252441
	Iteration 4F: 3 clusters Score -798819 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -799122.187500 Penalty: 4420.252441
	Iteration 5Q: 3 clusters Score -799122.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -799309.562500 Penalty: 4420.252441
	Iteration 6Q: 3 clusters Score -799309.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -799478.375000 Penalty: 4420.252441
	Iteration 7Q: 3 clusters Score -799478.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -799714.562500 Penalty: 4420.252441
	Iteration 8Q: 3 clusters Score -799714.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -799962.375000 Penalty: 4420.252441
	Iteration 9Q: 3 clusters Score -799962.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -800215.687500 Penalty: 4420.252441
	Iteration 10Q: 3 clusters Score -800215.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -800431.625000 Penalty: 4420.252441
	Iteration 11Q: 3 clusters Score -800431.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -800616.500000 Penalty: 4420.252441
	Iteration 12Q: 3 clusters Score -800616.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -800784.125000 Penalty: 4420.252441
	Iteration 13Q: 3 clusters Score -800784.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -800931.187500 Penalty: 4420.252441
	Iteration 14Q: 3 clusters Score -800931.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -801029.062500 Penalty: 4420.252441
	Iteration 15Q: 3 clusters Score -801029.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -801125.250000 Penalty: 4420.252441
	Iteration 16Q: 3 clusters Score -801125.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -801216.062500 Penalty: 4420.252441
	Iteration 17Q: 3 clusters Score -801216.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -801295.937500 Penalty: 4420.252441
	Iteration 18Q: 3 clusters Score -801295.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -801375.375000 Penalty: 4420.252441
	Iteration 19Q: 3 clusters Score -801375.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -801473.687500 Penalty: 4420.252441
	Iteration 20F: 3 clusters Score -801473.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -801546.937500 Penalty: 4420.252441
	Iteration 21Q: 3 clusters Score -801546.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -801611.062500 Penalty: 4420.252441
	Iteration 22Q: 3 clusters Score -801611.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -801655.687500 Penalty: 4420.252441
	Iteration 23Q: 3 clusters Score -801655.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -801673.500000 Penalty: 4420.252441
	Iteration 24Q: 3 clusters Score -801673.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -801679.875000 Penalty: 4420.252441
	Iteration 25Q: 3 clusters Score -801679.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -801682.812500 Penalty: 4420.252441
	Iteration 26Q: 3 clusters Score -801682.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -801686.312500 Penalty: 4420.252441
	Iteration 27Q: 3 clusters Score -801686.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -801692.812500 Penalty: 4420.252441
	Iteration 28Q: 3 clusters Score -801692.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -801700.062500 Penalty: 4420.252441
	Iteration 29Q: 3 clusters Score -801700.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -801702.562500 Penalty: 4420.252441
	Iteration 30Q: 3 clusters Score -801702.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -801705.125000 Penalty: 4420.252441
	Iteration 31Q: 3 clusters Score -801705.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -801708.937500 Penalty: 4420.252441
	Iteration 32Q: 3 clusters Score -801708.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -801709.250000 Penalty: 4420.252441
	Iteration 33Q: 3 clusters Score -801709.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -801708.812500 Penalty: 4420.252441
	Iteration 34Q: 3 clusters Score -801708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -801709.687500 Penalty: 4420.252441
	Iteration 35Q: 3 clusters Score -801709.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -801709.687500 Penalty: 4420.252441
	Iteration 36F: 3 clusters Score -801709.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 24928 members 
Mstep: Class 4 contains 3889 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 200403 members 
Mstep: Class 7 contains 55299 members 
Mstep: Class 8 contains 273339 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 10 contains 24317 members 
Mstep: Class 11 contains 1035 members 
Mstep: Class 12 contains 4819 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 1552 members 
Mstep: Class 16 contains 66286 members 
Mstep: Class 17 contains 185945 members 
Mstep: Class 18 contains 57277 members 
Mstep: Class 19 contains 222695 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 31613 members 
Mstep: Class 24 contains 690 members 
Mstep: Class 25 contains 19566 members 
Mstep: Class 26 contains 9529 members 
Mstep: Class 27 contains 2593 members 
Entering Unmasked Estep 
Score: -147985296.000000 Penalty: 93979.039062
Splitting cluster 22 changes total score from -147948448.000000 to -147985296.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 23 (31613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Entering Unmasked Estep 
Score: -3567226.000000 Penalty: 2569.608154
	Iteration 0F: 2 clusters Score -3567226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -3545671.250000 Penalty: 5139.216309
	Iteration 0F: 3 clusters Score -3545671 nChanged 14208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -3553961.250000 Penalty: 5139.216309
	Iteration 1F: 3 clusters Score -3553961 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -3555117.500000 Penalty: 5139.216309
	Iteration 2F: 3 clusters Score -3555118 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3556344.750000 Penalty: 5139.216309
	Iteration 3F: 3 clusters Score -3556345 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -3557514.750000 Penalty: 5139.216309
	Iteration 4F: 3 clusters Score -3557515 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3558603.750000 Penalty: 5139.216309
	Iteration 5F: 3 clusters Score -3558604 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -3559628.250000 Penalty: 5139.216309
	Iteration 6F: 3 clusters Score -3559628 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -3560567.250000 Penalty: 5139.216309
	Iteration 7F: 3 clusters Score -3560567 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -3561374.000000 Penalty: 5139.216309
	Iteration 8Q: 3 clusters Score -3561374 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3562067.250000 Penalty: 5139.216309
	Iteration 9Q: 3 clusters Score -3562067 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -3562706.250000 Penalty: 5139.216309
	Iteration 10Q: 3 clusters Score -3562706 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -3563299.250000 Penalty: 5139.216309
	Iteration 11Q: 3 clusters Score -3563299 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -3563763.750000 Penalty: 5139.216309
	Iteration 12Q: 3 clusters Score -3563764 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -3564119.000000 Penalty: 5139.216309
	Iteration 13Q: 3 clusters Score -3564119 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -3564371.000000 Penalty: 5139.216309
	Iteration 14Q: 3 clusters Score -3564371 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -3564578.750000 Penalty: 5139.216309
	Iteration 15Q: 3 clusters Score -3564579 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -3564763.750000 Penalty: 5139.216309
	Iteration 16Q: 3 clusters Score -3564764 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -3564915.250000 Penalty: 5139.216309
	Iteration 17Q: 3 clusters Score -3564915 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3565050.000000 Penalty: 5139.216309
	Iteration 18Q: 3 clusters Score -3565050 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -3565178.750000 Penalty: 5139.216309
	Iteration 19Q: 3 clusters Score -3565179 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3565309.750000 Penalty: 5139.216309
	Iteration 20F: 3 clusters Score -3565310 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3565464.000000 Penalty: 5139.216309
	Iteration 21Q: 3 clusters Score -3565464 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3565617.000000 Penalty: 5139.216309
	Iteration 22Q: 3 clusters Score -3565617 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3565722.250000 Penalty: 5139.216309
	Iteration 23Q: 3 clusters Score -3565722 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3565783.750000 Penalty: 5139.216309
	Iteration 24Q: 3 clusters Score -3565784 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3565831.250000 Penalty: 5139.216309
	Iteration 25Q: 3 clusters Score -3565831 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3565856.750000 Penalty: 5139.216309
	Iteration 26Q: 3 clusters Score -3565857 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3565913.750000 Penalty: 5139.216309
	Iteration 27Q: 3 clusters Score -3565914 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3565950.500000 Penalty: 5139.216309
	Iteration 28Q: 3 clusters Score -3565950 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3565995.750000 Penalty: 5139.216309
	Iteration 29Q: 3 clusters Score -3565996 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3566029.000000 Penalty: 5139.216309
	Iteration 30Q: 3 clusters Score -3566029 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3566058.500000 Penalty: 5139.216309
	Iteration 31Q: 3 clusters Score -3566058 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3566073.250000 Penalty: 5139.216309
	Iteration 32Q: 3 clusters Score -3566073 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3566095.000000 Penalty: 5139.216309
	Iteration 33Q: 3 clusters Score -3566095 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3566115.500000 Penalty: 5139.216309
	Iteration 34Q: 3 clusters Score -3566116 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3566121.000000 Penalty: 5139.216309
	Iteration 35Q: 3 clusters Score -3566121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3566137.500000 Penalty: 5139.216309
	Iteration 36Q: 3 clusters Score -3566138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3566151.000000 Penalty: 5139.216309
	Iteration 37Q: 3 clusters Score -3566151 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3566165.750000 Penalty: 5139.216309
	Iteration 38Q: 3 clusters Score -3566166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3566176.500000 Penalty: 5139.216309
	Iteration 39Q: 3 clusters Score -3566176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3566202.000000 Penalty: 5139.216309
	Iteration 40F: 3 clusters Score -3566202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3566236.500000 Penalty: 5139.216309
	Iteration 41Q: 3 clusters Score -3566236 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3566258.500000 Penalty: 5139.216309
	Iteration 42Q: 3 clusters Score -3566258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3566287.500000 Penalty: 5139.216309
	Iteration 43Q: 3 clusters Score -3566288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3566316.000000 Penalty: 5139.216309
	Iteration 44Q: 3 clusters Score -3566316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3566334.000000 Penalty: 5139.216309
	Iteration 45Q: 3 clusters Score -3566334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3566353.500000 Penalty: 5139.216309
	Iteration 46Q: 3 clusters Score -3566354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3566367.500000 Penalty: 5139.216309
	Iteration 47Q: 3 clusters Score -3566368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3566373.000000 Penalty: 5139.216309
	Iteration 48Q: 3 clusters Score -3566373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3566381.000000 Penalty: 5139.216309
	Iteration 49Q: 3 clusters Score -3566381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3566374.500000 Penalty: 5139.216309
	Iteration 50Q: 3 clusters Score -3566374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3566379.250000 Penalty: 5139.216309
	Iteration 51Q: 3 clusters Score -3566379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3566375.750000 Penalty: 5139.216309
	Iteration 52Q: 3 clusters Score -3566376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3566382.250000 Penalty: 5139.216309
	Iteration 53Q: 3 clusters Score -3566382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3566385.750000 Penalty: 5139.216309
	Iteration 54Q: 3 clusters Score -3566386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3566384.250000 Penalty: 5139.216309
	Iteration 55Q: 3 clusters Score -3566384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3566392.250000 Penalty: 5139.216309
	Iteration 56Q: 3 clusters Score -3566392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3566396.250000 Penalty: 5139.216309
	Iteration 57Q: 3 clusters Score -3566396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3566398.000000 Penalty: 5139.216309
	Iteration 58Q: 3 clusters Score -3566398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3566398.750000 Penalty: 5139.216309
	Iteration 59Q: 3 clusters Score -3566399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3566401.750000 Penalty: 5139.216309
	Iteration 60F: 3 clusters Score -3566402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3566408.500000 Penalty: 5139.216309
	Iteration 61Q: 3 clusters Score -3566408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3566411.500000 Penalty: 5139.216309
	Iteration 62Q: 3 clusters Score -3566412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3566411.750000 Penalty: 5139.216309
	Iteration 63Q: 3 clusters Score -3566412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3566415.000000 Penalty: 5139.216309
	Iteration 64Q: 3 clusters Score -3566415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3566409.500000 Penalty: 5139.216309
	Iteration 65Q: 3 clusters Score -3566410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3566409.000000 Penalty: 5139.216309
	Iteration 66Q: 3 clusters Score -3566409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3566410.500000 Penalty: 5139.216309
	Iteration 67Q: 3 clusters Score -3566410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3566412.250000 Penalty: 5139.216309
	Iteration 68Q: 3 clusters Score -3566412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3566413.750000 Penalty: 5139.216309
	Iteration 69Q: 3 clusters Score -3566414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3566410.250000 Penalty: 5139.216309
	Iteration 70Q: 3 clusters Score -3566410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3566406.750000 Penalty: 5139.216309
	Iteration 71Q: 3 clusters Score -3566407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3566406.750000 Penalty: 5139.216309
	Iteration 72F: 3 clusters Score -3566407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 867 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 3 contains 24928 members 
Mstep: Class 4 contains 3889 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 200403 members 
Mstep: Class 7 contains 55299 members 
Mstep: Class 8 contains 273339 members 
Mstep: Class 9 contains 2460 members 
Mstep: Class 11 contains 1035 members 
Mstep: Class 12 contains 4819 members 
Mstep: Class 13 contains 5019 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 16 contains 66286 members 
Mstep: Class 17 contains 185945 members 
Mstep: Class 18 contains 57277 members 
Mstep: Class 19 contains 222695 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 12639 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 31613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147992096.000000 Penalty: 93979.039062
Iteration 39Q: 28 clusters Score -1.479921e+08 nChanged 15341
Entering Unmasked Mstep 
Mstep: Class 0 contains 859 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 24930 members 
Mstep: Class 4 contains 3912 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 202187 members 
Mstep: Class 7 contains 55125 members 
Mstep: Class 8 contains 273179 members 
Mstep: Class 9 contains 2601 members 
Mstep: Class 10 contains 23687 members 
Mstep: Class 11 contains 1036 members 
Mstep: Class 12 contains 5338 members 
Mstep: Class 13 contains 5033 members 
Mstep: Class 14 contains 12363 members 
Mstep: Class 15 contains 1527 members 
Mstep: Class 16 contains 66362 members 
Mstep: Class 17 contains 186096 members 
Mstep: Class 18 contains 56906 members 
Mstep: Class 19 contains 222363 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12845 members 
Mstep: Class 22 contains 4816 members 
Mstep: Class 23 contains 31975 members 
Mstep: Class 24 contains 697 members 
Mstep: Class 25 contains 18059 members 
Mstep: Class 26 contains 8905 members 
Mstep: Class 27 contains 3057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148001088.000000 Penalty: 93979.039062
Iteration 40F: 28 clusters Score -1.480011e+08 nChanged 15684
Entering Unmasked Mstep 
Mstep: Class 0 contains 831 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1994 members 
Mstep: Class 3 contains 24671 members 
Mstep: Class 4 contains 3971 members 
Mstep: Class 5 contains 2683 members 
Mstep: Class 6 contains 202632 members 
Mstep: Class 7 contains 54092 members 
Mstep: Class 8 contains 272422 members 
Mstep: Class 9 contains 2801 members 
Mstep: Class 10 contains 24512 members 
Mstep: Class 11 contains 1039 members 
Mstep: Class 12 contains 6012 members 
Mstep: Class 13 contains 4900 members 
Mstep: Class 14 contains 12126 members 
Mstep: Class 15 contains 1540 members 
Mstep: Class 16 contains 65279 members 
Mstep: Class 17 contains 185505 members 
Mstep: Class 18 contains 56595 members 
Mstep: Class 19 contains 221176 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12975 members 
Mstep: Class 22 contains 4882 members 
Mstep: Class 23 contains 31887 members 
Mstep: Class 24 contains 719 members 
Mstep: Class 25 contains 19555 members 
Mstep: Class 26 contains 10099 members 
Mstep: Class 27 contains 3505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148007984.000000 Penalty: 93979.039062
Iteration 41Q: 28 clusters Score -1.48008e+08 nChanged 12689
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 1988 members 
Mstep: Class 3 contains 24511 members 
Mstep: Class 4 contains 4049 members 
Mstep: Class 5 contains 2721 members 
Mstep: Class 6 contains 202808 members 
Mstep: Class 7 contains 53219 members 
Mstep: Class 8 contains 271666 members 
Mstep: Class 9 contains 2848 members 
Mstep: Class 10 contains 25188 members 
Mstep: Class 11 contains 1040 members 
Mstep: Class 12 contains 6680 members 
Mstep: Class 13 contains 4805 members 
Mstep: Class 14 contains 11989 members 
Mstep: Class 15 contains 1539 members 
Mstep: Class 16 contains 64403 members 
Mstep: Class 17 contains 185003 members 
Mstep: Class 18 contains 56319 members 
Mstep: Class 19 contains 220218 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13089 members 
Mstep: Class 22 contains 4886 members 
Mstep: Class 23 contains 32078 members 
Mstep: Class 24 contains 720 members 
Mstep: Class 25 contains 20951 members 
Mstep: Class 26 contains 10940 members 
Mstep: Class 27 contains 3772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148011648.000000 Penalty: 93979.039062
Iteration 42Q: 28 clusters Score -1.480116e+08 nChanged 10913
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 1977 members 
Mstep: Class 3 contains 24413 members 
Mstep: Class 4 contains 4117 members 
Mstep: Class 5 contains 2771 members 
Mstep: Class 6 contains 202798 members 
Mstep: Class 7 contains 52540 members 
Mstep: Class 8 contains 270966 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 10 contains 25745 members 
Mstep: Class 11 contains 1040 members 
Mstep: Class 12 contains 7280 members 
Mstep: Class 13 contains 4728 members 
Mstep: Class 14 contains 11905 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 16 contains 63728 members 
Mstep: Class 17 contains 184579 members 
Mstep: Class 18 contains 56065 members 
Mstep: Class 19 contains 219431 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13153 members 
Mstep: Class 22 contains 4888 members 
Mstep: Class 23 contains 32261 members 
Mstep: Class 24 contains 719 members 
Mstep: Class 25 contains 22326 members 
Mstep: Class 26 contains 11571 members 
Mstep: Class 27 contains 3930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148015312.000000 Penalty: 93979.039062
Iteration 43Q: 28 clusters Score -1.480153e+08 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24346 members 
Mstep: Class 4 contains 4178 members 
Mstep: Class 5 contains 2826 members 
Mstep: Class 6 contains 202671 members 
Mstep: Class 7 contains 51968 members 
Mstep: Class 8 contains 270355 members 
Mstep: Class 9 contains 2872 members 
Mstep: Class 10 contains 26233 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 7822 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 11814 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 16 contains 63189 members 
Mstep: Class 17 contains 184267 members 
Mstep: Class 18 contains 55843 members 
Mstep: Class 19 contains 218736 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13186 members 
Mstep: Class 22 contains 4908 members 
Mstep: Class 23 contains 32384 members 
Mstep: Class 24 contains 717 members 
Mstep: Class 25 contains 23622 members 
Mstep: Class 26 contains 12056 members 
Mstep: Class 27 contains 4017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148017168.000000 Penalty: 93979.039062
Iteration 44Q: 28 clusters Score -1.480172e+08 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 24332 members 
Mstep: Class 4 contains 4229 members 
Mstep: Class 5 contains 2898 members 
Mstep: Class 6 contains 202326 members 
Mstep: Class 7 contains 51496 members 
Mstep: Class 8 contains 269794 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 26620 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 8298 members 
Mstep: Class 13 contains 4652 members 
Mstep: Class 14 contains 11755 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 16 contains 62785 members 
Mstep: Class 17 contains 184039 members 
Mstep: Class 18 contains 55626 members 
Mstep: Class 19 contains 218333 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13218 members 
Mstep: Class 22 contains 4904 members 
Mstep: Class 23 contains 32514 members 
Mstep: Class 24 contains 717 members 
Mstep: Class 25 contains 24705 members 
Mstep: Class 26 contains 12415 members 
Mstep: Class 27 contains 4067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148018704.000000 Penalty: 93979.039062
Iteration 45Q: 28 clusters Score -1.480187e+08 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 1950 members 
Mstep: Class 3 contains 24327 members 
Mstep: Class 4 contains 4285 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 202003 members 
Mstep: Class 7 contains 51052 members 
Mstep: Class 8 contains 269245 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 26932 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 8683 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 11724 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 16 contains 62477 members 
Mstep: Class 17 contains 183924 members 
Mstep: Class 18 contains 55427 members 
Mstep: Class 19 contains 218027 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13225 members 
Mstep: Class 22 contains 4927 members 
Mstep: Class 23 contains 32631 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 25649 members 
Mstep: Class 26 contains 12684 members 
Mstep: Class 27 contains 4097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148019792.000000 Penalty: 93979.039062
Iteration 46Q: 28 clusters Score -1.480198e+08 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 1948 members 
Mstep: Class 3 contains 24320 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 3076 members 
Mstep: Class 6 contains 201653 members 
Mstep: Class 7 contains 50702 members 
Mstep: Class 8 contains 268687 members 
Mstep: Class 9 contains 2891 members 
Mstep: Class 10 contains 27195 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 9007 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 11697 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 16 contains 62252 members 
Mstep: Class 17 contains 183869 members 
Mstep: Class 18 contains 55248 members 
Mstep: Class 19 contains 217914 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13230 members 
Mstep: Class 22 contains 4938 members 
Mstep: Class 23 contains 32680 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 26461 members 
Mstep: Class 26 contains 12888 members 
Mstep: Class 27 contains 4113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148021152.000000 Penalty: 93979.039062
Iteration 47Q: 28 clusters Score -1.480212e+08 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1947 members 
Mstep: Class 3 contains 24334 members 
Mstep: Class 4 contains 4363 members 
Mstep: Class 5 contains 3180 members 
Mstep: Class 6 contains 201310 members 
Mstep: Class 7 contains 50453 members 
Mstep: Class 8 contains 268123 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 10 contains 27346 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 9269 members 
Mstep: Class 13 contains 4611 members 
Mstep: Class 14 contains 11688 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 16 contains 62067 members 
Mstep: Class 17 contains 183819 members 
Mstep: Class 18 contains 55062 members 
Mstep: Class 19 contains 217921 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13238 members 
Mstep: Class 22 contains 4944 members 
Mstep: Class 23 contains 32721 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 27206 members 
Mstep: Class 26 contains 13055 members 
Mstep: Class 27 contains 4125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148022064.000000 Penalty: 93979.039062
Iteration 48Q: 28 clusters Score -1.480221e+08 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 1948 members 
Mstep: Class 3 contains 24350 members 
Mstep: Class 4 contains 4401 members 
Mstep: Class 5 contains 3293 members 
Mstep: Class 6 contains 200933 members 
Mstep: Class 7 contains 50245 members 
Mstep: Class 8 contains 267593 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 27459 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 9460 members 
Mstep: Class 13 contains 4603 members 
Mstep: Class 14 contains 11679 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 16 contains 61906 members 
Mstep: Class 17 contains 183759 members 
Mstep: Class 18 contains 54851 members 
Mstep: Class 19 contains 218063 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13248 members 
Mstep: Class 22 contains 4947 members 
Mstep: Class 23 contains 32770 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 27894 members 
Mstep: Class 26 contains 13210 members 
Mstep: Class 27 contains 4134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148023200.000000 Penalty: 93979.039062
Iteration 49Q: 28 clusters Score -1.480232e+08 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 1951 members 
Mstep: Class 3 contains 24368 members 
Mstep: Class 4 contains 4449 members 
Mstep: Class 5 contains 3439 members 
Mstep: Class 6 contains 200574 members 
Mstep: Class 7 contains 50067 members 
Mstep: Class 8 contains 267089 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 27482 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 9609 members 
Mstep: Class 13 contains 4601 members 
Mstep: Class 14 contains 11660 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 16 contains 61792 members 
Mstep: Class 17 contains 183741 members 
Mstep: Class 18 contains 54621 members 
Mstep: Class 19 contains 218260 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13255 members 
Mstep: Class 22 contains 4955 members 
Mstep: Class 23 contains 32825 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 28506 members 
Mstep: Class 26 contains 13328 members 
Mstep: Class 27 contains 4143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148023872.000000 Penalty: 93979.039062
Iteration 50Q: 28 clusters Score -1.480239e+08 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 1956 members 
Mstep: Class 3 contains 24390 members 
Mstep: Class 4 contains 4499 members 
Mstep: Class 5 contains 3622 members 
Mstep: Class 6 contains 200308 members 
Mstep: Class 7 contains 49871 members 
Mstep: Class 8 contains 266511 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 27474 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 9724 members 
Mstep: Class 13 contains 4599 members 
Mstep: Class 14 contains 11657 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 16 contains 61708 members 
Mstep: Class 17 contains 183737 members 
Mstep: Class 18 contains 54409 members 
Mstep: Class 19 contains 218574 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13262 members 
Mstep: Class 22 contains 4953 members 
Mstep: Class 23 contains 32865 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 29022 members 
Mstep: Class 26 contains 13392 members 
Mstep: Class 27 contains 4150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148024416.000000 Penalty: 93979.039062
Iteration 51Q: 28 clusters Score -1.480244e+08 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 24413 members 
Mstep: Class 4 contains 4556 members 
Mstep: Class 5 contains 3846 members 
Mstep: Class 6 contains 200029 members 
Mstep: Class 7 contains 49730 members 
Mstep: Class 8 contains 265886 members 
Mstep: Class 9 contains 2894 members 
Mstep: Class 10 contains 27372 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 9831 members 
Mstep: Class 13 contains 4600 members 
Mstep: Class 14 contains 11657 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 16 contains 61657 members 
Mstep: Class 17 contains 183708 members 
Mstep: Class 18 contains 54174 members 
Mstep: Class 19 contains 219023 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13266 members 
Mstep: Class 22 contains 4967 members 
Mstep: Class 23 contains 32892 members 
Mstep: Class 24 contains 715 members 
Mstep: Class 25 contains 29497 members 
Mstep: Class 26 contains 13443 members 
Mstep: Class 27 contains 4157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148024736.000000 Penalty: 93979.039062
Iteration 52Q: 28 clusters Score -1.480247e+08 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 24431 members 
Mstep: Class 4 contains 4610 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 199793 members 
Mstep: Class 7 contains 49611 members 
Mstep: Class 8 contains 265228 members 
Mstep: Class 9 contains 2895 members 
Mstep: Class 10 contains 27234 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 9938 members 
Mstep: Class 13 contains 4600 members 
Mstep: Class 14 contains 11650 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 16 contains 61617 members 
Mstep: Class 17 contains 183679 members 
Mstep: Class 18 contains 53947 members 
Mstep: Class 19 contains 219548 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13260 members 
Mstep: Class 22 contains 4985 members 
Mstep: Class 23 contains 32910 members 
Mstep: Class 24 contains 715 members 
Mstep: Class 25 contains 29902 members 
Mstep: Class 26 contains 13475 members 
Mstep: Class 27 contains 4161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148025616.000000 Penalty: 93979.039062
Iteration 53Q: 28 clusters Score -1.480256e+08 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 24459 members 
Mstep: Class 4 contains 4659 members 
Mstep: Class 5 contains 4367 members 
Mstep: Class 6 contains 199622 members 
Mstep: Class 7 contains 49486 members 
Mstep: Class 8 contains 264563 members 
Mstep: Class 9 contains 2894 members 
Mstep: Class 10 contains 27073 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 10022 members 
Mstep: Class 13 contains 4601 members 
Mstep: Class 14 contains 11656 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 16 contains 61581 members 
Mstep: Class 17 contains 183591 members 
Mstep: Class 18 contains 53724 members 
Mstep: Class 19 contains 220101 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13247 members 
Mstep: Class 22 contains 5003 members 
Mstep: Class 23 contains 32939 members 
Mstep: Class 24 contains 715 members 
Mstep: Class 25 contains 30302 members 
Mstep: Class 26 contains 13505 members 
Mstep: Class 27 contains 4166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148026848.000000 Penalty: 93979.039062
Iteration 54Q: 28 clusters Score -1.480268e+08 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 24479 members 
Mstep: Class 4 contains 4706 members 
Mstep: Class 5 contains 4600 members 
Mstep: Class 6 contains 199451 members 
Mstep: Class 7 contains 49395 members 
Mstep: Class 8 contains 263890 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 26908 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 10096 members 
Mstep: Class 13 contains 4606 members 
Mstep: Class 14 contains 11660 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 16 contains 61543 members 
Mstep: Class 17 contains 183472 members 
Mstep: Class 18 contains 53516 members 
Mstep: Class 19 contains 220735 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13237 members 
Mstep: Class 22 contains 5021 members 
Mstep: Class 23 contains 32967 members 
Mstep: Class 24 contains 715 members 
Mstep: Class 25 contains 30659 members 
Mstep: Class 26 contains 13545 members 
Mstep: Class 27 contains 4170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148027312.000000 Penalty: 93979.039062
Iteration 55Q: 28 clusters Score -1.480273e+08 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 24499 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 4803 members 
Mstep: Class 6 contains 199299 members 
Mstep: Class 7 contains 49323 members 
Mstep: Class 8 contains 263209 members 
Mstep: Class 9 contains 2888 members 
Mstep: Class 10 contains 26789 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 10152 members 
Mstep: Class 13 contains 4609 members 
Mstep: Class 14 contains 11670 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 16 contains 61511 members 
Mstep: Class 17 contains 183381 members 
Mstep: Class 18 contains 53289 members 
Mstep: Class 19 contains 221398 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13233 members 
Mstep: Class 22 contains 5030 members 
Mstep: Class 23 contains 32982 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 30974 members 
Mstep: Class 26 contains 13562 members 
Mstep: Class 27 contains 4169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028048.000000 Penalty: 93979.039062
Iteration 56Q: 28 clusters Score -1.48028e+08 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 24528 members 
Mstep: Class 4 contains 4802 members 
Mstep: Class 5 contains 4989 members 
Mstep: Class 6 contains 199187 members 
Mstep: Class 7 contains 49270 members 
Mstep: Class 8 contains 262511 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 26655 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 10189 members 
Mstep: Class 13 contains 4610 members 
Mstep: Class 14 contains 11670 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 16 contains 61478 members 
Mstep: Class 17 contains 183259 members 
Mstep: Class 18 contains 53100 members 
Mstep: Class 19 contains 222132 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13235 members 
Mstep: Class 22 contains 5031 members 
Mstep: Class 23 contains 33007 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 31220 members 
Mstep: Class 26 contains 13588 members 
Mstep: Class 27 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028176.000000 Penalty: 93979.039062
Iteration 57Q: 28 clusters Score -1.480282e+08 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 24540 members 
Mstep: Class 4 contains 4842 members 
Mstep: Class 5 contains 5183 members 
Mstep: Class 6 contains 199112 members 
Mstep: Class 7 contains 49209 members 
Mstep: Class 8 contains 261857 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 26524 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 10219 members 
Mstep: Class 13 contains 4612 members 
Mstep: Class 14 contains 11668 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 16 contains 61456 members 
Mstep: Class 17 contains 183092 members 
Mstep: Class 18 contains 52928 members 
Mstep: Class 19 contains 222836 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13228 members 
Mstep: Class 22 contains 5042 members 
Mstep: Class 23 contains 33041 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 31449 members 
Mstep: Class 26 contains 13609 members 
Mstep: Class 27 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028544.000000 Penalty: 93979.039062
Iteration 58Q: 28 clusters Score -1.480285e+08 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 24558 members 
Mstep: Class 4 contains 4882 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 199126 members 
Mstep: Class 7 contains 49144 members 
Mstep: Class 8 contains 261193 members 
Mstep: Class 9 contains 2883 members 
Mstep: Class 10 contains 26425 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 10243 members 
Mstep: Class 13 contains 4615 members 
Mstep: Class 14 contains 11662 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 16 contains 61430 members 
Mstep: Class 17 contains 182918 members 
Mstep: Class 18 contains 52759 members 
Mstep: Class 19 contains 223505 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13222 members 
Mstep: Class 22 contains 5050 members 
Mstep: Class 23 contains 33074 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 31657 members 
Mstep: Class 26 contains 13626 members 
Mstep: Class 27 contains 4176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028176.000000 Penalty: 93979.039062
Iteration 59Q: 28 clusters Score -1.480282e+08 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 24571 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 5494 members 
Mstep: Class 6 contains 199181 members 
Mstep: Class 7 contains 49087 members 
Mstep: Class 8 contains 260567 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 26345 members 
Mstep: Class 11 contains 1041 members 
Mstep: Class 12 contains 10264 members 
Mstep: Class 13 contains 4615 members 
Mstep: Class 14 contains 11678 members 
Mstep: Class 15 contains 1538 members 
Mstep: Class 16 contains 61416 members 
Mstep: Class 17 contains 182783 members 
Mstep: Class 18 contains 52586 members 
Mstep: Class 19 contains 224073 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13217 members 
Mstep: Class 22 contains 5055 members 
Mstep: Class 23 contains 33102 members 
Mstep: Class 24 contains 716 members 
Mstep: Class 25 contains 31819 members 
Mstep: Class 26 contains 13648 members 
Mstep: Class 27 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028576.000000 Penalty: 93979.039062
Iteration 60F: 28 clusters Score -1.480286e+08 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 799 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 24587 members 
Mstep: Class 4 contains 4978 members 
Mstep: Class 5 contains 5628 members 
Mstep: Class 6 contains 199252 members 
Mstep: Class 7 contains 49040 members 
Mstep: Class 8 contains 259952 members 
Mstep: Class 9 contains 2882 members 
Mstep: Class 10 contains 26286 members 
Mstep: Class 11 contains 1045 members 
Mstep: Class 12 contains 10343 members 
Mstep: Class 13 contains 4615 members 
Mstep: Class 14 contains 11685 members 
Mstep: Class 15 contains 1546 members 
Mstep: Class 16 contains 61395 members 
Mstep: Class 17 contains 182643 members 
Mstep: Class 18 contains 52426 members 
Mstep: Class 19 contains 224619 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13203 members 
Mstep: Class 22 contains 5057 members 
Mstep: Class 23 contains 33087 members 
Mstep: Class 24 contains 732 members 
Mstep: Class 25 contains 31965 members 
Mstep: Class 26 contains 13663 members 
Mstep: Class 27 contains 4181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148029120.000000 Penalty: 93979.039062
Iteration 61Q: 28 clusters Score -1.480291e+08 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1961 members 
Mstep: Class 3 contains 24589 members 
Mstep: Class 4 contains 5047 members 
Mstep: Class 5 contains 5748 members 
Mstep: Class 6 contains 199344 members 
Mstep: Class 7 contains 49016 members 
Mstep: Class 8 contains 259337 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 26211 members 
Mstep: Class 11 contains 1047 members 
Mstep: Class 12 contains 10389 members 
Mstep: Class 13 contains 4615 members 
Mstep: Class 14 contains 11694 members 
Mstep: Class 15 contains 1545 members 
Mstep: Class 16 contains 61382 members 
Mstep: Class 17 contains 182514 members 
Mstep: Class 18 contains 52257 members 
Mstep: Class 19 contains 225145 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13189 members 
Mstep: Class 22 contains 5060 members 
Mstep: Class 23 contains 33095 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 32105 members 
Mstep: Class 26 contains 13673 members 
Mstep: Class 27 contains 4188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148029792.000000 Penalty: 93979.039062
Iteration 62Q: 28 clusters Score -1.480298e+08 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 24602 members 
Mstep: Class 4 contains 5096 members 
Mstep: Class 5 contains 5862 members 
Mstep: Class 6 contains 199485 members 
Mstep: Class 7 contains 48980 members 
Mstep: Class 8 contains 258767 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 26141 members 
Mstep: Class 11 contains 1047 members 
Mstep: Class 12 contains 10426 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 11703 members 
Mstep: Class 15 contains 1544 members 
Mstep: Class 16 contains 61366 members 
Mstep: Class 17 contains 182376 members 
Mstep: Class 18 contains 52116 members 
Mstep: Class 19 contains 225630 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13176 members 
Mstep: Class 22 contains 5055 members 
Mstep: Class 23 contains 33099 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 32212 members 
Mstep: Class 26 contains 13688 members 
Mstep: Class 27 contains 4192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148029744.000000 Penalty: 93979.039062
Iteration 63Q: 28 clusters Score -1.480297e+08 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24613 members 
Mstep: Class 4 contains 5136 members 
Mstep: Class 5 contains 5961 members 
Mstep: Class 6 contains 199625 members 
Mstep: Class 7 contains 48953 members 
Mstep: Class 8 contains 258311 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 26079 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10479 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 11727 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 61353 members 
Mstep: Class 17 contains 182240 members 
Mstep: Class 18 contains 51970 members 
Mstep: Class 19 contains 225974 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13160 members 
Mstep: Class 22 contains 5055 members 
Mstep: Class 23 contains 33111 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 32324 members 
Mstep: Class 26 contains 13697 members 
Mstep: Class 27 contains 4195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148029872.000000 Penalty: 93979.039062
Iteration 64Q: 28 clusters Score -1.480299e+08 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24617 members 
Mstep: Class 4 contains 5183 members 
Mstep: Class 5 contains 6067 members 
Mstep: Class 6 contains 199774 members 
Mstep: Class 7 contains 48943 members 
Mstep: Class 8 contains 257904 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 26008 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10535 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 11736 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 61339 members 
Mstep: Class 17 contains 182091 members 
Mstep: Class 18 contains 51806 members 
Mstep: Class 19 contains 226311 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13143 members 
Mstep: Class 22 contains 5059 members 
Mstep: Class 23 contains 33122 members 
Mstep: Class 24 contains 730 members 
Mstep: Class 25 contains 32428 members 
Mstep: Class 26 contains 13700 members 
Mstep: Class 27 contains 4194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148030464.000000 Penalty: 93979.039062
Iteration 65Q: 28 clusters Score -1.480305e+08 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24621 members 
Mstep: Class 4 contains 5226 members 
Mstep: Class 5 contains 6171 members 
Mstep: Class 6 contains 199937 members 
Mstep: Class 7 contains 48925 members 
Mstep: Class 8 contains 257583 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 25945 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10584 members 
Mstep: Class 13 contains 4620 members 
Mstep: Class 14 contains 11747 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 61328 members 
Mstep: Class 17 contains 181945 members 
Mstep: Class 18 contains 51659 members 
Mstep: Class 19 contains 226582 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13129 members 
Mstep: Class 22 contains 5055 members 
Mstep: Class 23 contains 33130 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 32501 members 
Mstep: Class 26 contains 13700 members 
Mstep: Class 27 contains 4197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148030000.000000 Penalty: 93979.039062
Iteration 66Q: 28 clusters Score -1.4803e+08 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24616 members 
Mstep: Class 4 contains 5272 members 
Mstep: Class 5 contains 6243 members 
Mstep: Class 6 contains 200088 members 
Mstep: Class 7 contains 48919 members 
Mstep: Class 8 contains 257320 members 
Mstep: Class 9 contains 2886 members 
Mstep: Class 10 contains 25903 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10628 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 11757 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 61324 members 
Mstep: Class 17 contains 181818 members 
Mstep: Class 18 contains 51523 members 
Mstep: Class 19 contains 226796 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13121 members 
Mstep: Class 22 contains 5058 members 
Mstep: Class 23 contains 33122 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 32558 members 
Mstep: Class 26 contains 13696 members 
Mstep: Class 27 contains 4197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148030016.000000 Penalty: 93979.039062
Iteration 67Q: 28 clusters Score -1.4803e+08 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24623 members 
Mstep: Class 4 contains 5327 members 
Mstep: Class 5 contains 6310 members 
Mstep: Class 6 contains 200198 members 
Mstep: Class 7 contains 48903 members 
Mstep: Class 8 contains 257166 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 25866 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10665 members 
Mstep: Class 13 contains 4620 members 
Mstep: Class 14 contains 11768 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 61321 members 
Mstep: Class 17 contains 181717 members 
Mstep: Class 18 contains 51379 members 
Mstep: Class 19 contains 226901 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13110 members 
Mstep: Class 22 contains 5058 members 
Mstep: Class 23 contains 33127 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 32616 members 
Mstep: Class 26 contains 13702 members 
Mstep: Class 27 contains 4199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148029520.000000 Penalty: 93979.039062
Iteration 68Q: 28 clusters Score -1.480295e+08 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24623 members 
Mstep: Class 4 contains 5384 members 
Mstep: Class 5 contains 6378 members 
Mstep: Class 6 contains 200319 members 
Mstep: Class 7 contains 48902 members 
Mstep: Class 8 contains 257092 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 25819 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10697 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 11769 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 61306 members 
Mstep: Class 17 contains 181648 members 
Mstep: Class 18 contains 51246 members 
Mstep: Class 19 contains 226862 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13099 members 
Mstep: Class 22 contains 5059 members 
Mstep: Class 23 contains 33133 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 32703 members 
Mstep: Class 26 contains 13708 members 
Mstep: Class 27 contains 4203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148029856.000000 Penalty: 93979.039062
Iteration 69Q: 28 clusters Score -1.480299e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24621 members 
Mstep: Class 4 contains 5428 members 
Mstep: Class 5 contains 6437 members 
Mstep: Class 6 contains 200446 members 
Mstep: Class 7 contains 48906 members 
Mstep: Class 8 contains 257019 members 
Mstep: Class 9 contains 2886 members 
Mstep: Class 10 contains 25775 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10730 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 11773 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 61297 members 
Mstep: Class 17 contains 181609 members 
Mstep: Class 18 contains 51117 members 
Mstep: Class 19 contains 226822 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13089 members 
Mstep: Class 22 contains 5059 members 
Mstep: Class 23 contains 33144 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 32753 members 
Mstep: Class 26 contains 13713 members 
Mstep: Class 27 contains 4204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148029680.000000 Penalty: 93979.039062
Iteration 70Q: 28 clusters Score -1.480297e+08 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24618 members 
Mstep: Class 4 contains 5459 members 
Mstep: Class 5 contains 6478 members 
Mstep: Class 6 contains 200603 members 
Mstep: Class 7 contains 48916 members 
Mstep: Class 8 contains 257008 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 25749 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10754 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 11770 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 61291 members 
Mstep: Class 17 contains 181562 members 
Mstep: Class 18 contains 51006 members 
Mstep: Class 19 contains 226700 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13079 members 
Mstep: Class 22 contains 5060 members 
Mstep: Class 23 contains 33149 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 32807 members 
Mstep: Class 26 contains 13721 members 
Mstep: Class 27 contains 4204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148029584.000000 Penalty: 93979.039062
Iteration 71Q: 28 clusters Score -1.480296e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24627 members 
Mstep: Class 4 contains 5492 members 
Mstep: Class 5 contains 6507 members 
Mstep: Class 6 contains 200710 members 
Mstep: Class 7 contains 48913 members 
Mstep: Class 8 contains 257033 members 
Mstep: Class 9 contains 2888 members 
Mstep: Class 10 contains 25728 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10778 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 11767 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 61287 members 
Mstep: Class 17 contains 181529 members 
Mstep: Class 18 contains 50911 members 
Mstep: Class 19 contains 226572 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13072 members 
Mstep: Class 22 contains 5061 members 
Mstep: Class 23 contains 33159 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 32853 members 
Mstep: Class 26 contains 13726 members 
Mstep: Class 27 contains 4205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148029904.000000 Penalty: 93979.039062
Iteration 72Q: 28 clusters Score -1.480299e+08 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24630 members 
Mstep: Class 4 contains 5529 members 
Mstep: Class 5 contains 6544 members 
Mstep: Class 6 contains 200787 members 
Mstep: Class 7 contains 48909 members 
Mstep: Class 8 contains 257106 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 25698 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10797 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 11767 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 61278 members 
Mstep: Class 17 contains 181513 members 
Mstep: Class 18 contains 50819 members 
Mstep: Class 19 contains 226411 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13066 members 
Mstep: Class 22 contains 5065 members 
Mstep: Class 23 contains 33170 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 32901 members 
Mstep: Class 26 contains 13731 members 
Mstep: Class 27 contains 4206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148030016.000000 Penalty: 93979.039062
Iteration 73Q: 28 clusters Score -1.4803e+08 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24628 members 
Mstep: Class 4 contains 5569 members 
Mstep: Class 5 contains 6583 members 
Mstep: Class 6 contains 200849 members 
Mstep: Class 7 contains 48907 members 
Mstep: Class 8 contains 257192 members 
Mstep: Class 9 contains 2886 members 
Mstep: Class 10 contains 25674 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10834 members 
Mstep: Class 13 contains 4622 members 
Mstep: Class 14 contains 11769 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 61268 members 
Mstep: Class 17 contains 181494 members 
Mstep: Class 18 contains 50740 members 
Mstep: Class 19 contains 226186 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13059 members 
Mstep: Class 22 contains 5066 members 
Mstep: Class 23 contains 33193 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 32967 members 
Mstep: Class 26 contains 13740 members 
Mstep: Class 27 contains 4208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148030064.000000 Penalty: 93979.039062
Iteration 74Q: 28 clusters Score -1.480301e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24628 members 
Mstep: Class 4 contains 5603 members 
Mstep: Class 5 contains 6628 members 
Mstep: Class 6 contains 200904 members 
Mstep: Class 7 contains 48901 members 
Mstep: Class 8 contains 257322 members 
Mstep: Class 9 contains 2888 members 
Mstep: Class 10 contains 25641 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10856 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 11771 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 61264 members 
Mstep: Class 17 contains 181500 members 
Mstep: Class 18 contains 50662 members 
Mstep: Class 19 contains 225961 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13057 members 
Mstep: Class 22 contains 5065 members 
Mstep: Class 23 contains 33198 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 33013 members 
Mstep: Class 26 contains 13741 members 
Mstep: Class 27 contains 4210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148029856.000000 Penalty: 93979.039062
Iteration 75Q: 28 clusters Score -1.480299e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24626 members 
Mstep: Class 4 contains 5647 members 
Mstep: Class 5 contains 6666 members 
Mstep: Class 6 contains 200933 members 
Mstep: Class 7 contains 48891 members 
Mstep: Class 8 contains 257451 members 
Mstep: Class 9 contains 2888 members 
Mstep: Class 10 contains 25610 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10870 members 
Mstep: Class 13 contains 4620 members 
Mstep: Class 14 contains 11774 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 61260 members 
Mstep: Class 17 contains 181503 members 
Mstep: Class 18 contains 50590 members 
Mstep: Class 19 contains 225773 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13053 members 
Mstep: Class 22 contains 5068 members 
Mstep: Class 23 contains 33218 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 33043 members 
Mstep: Class 26 contains 13740 members 
Mstep: Class 27 contains 4212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148030224.000000 Penalty: 93979.039062
Iteration 76Q: 28 clusters Score -1.480302e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24625 members 
Mstep: Class 4 contains 5690 members 
Mstep: Class 5 contains 6701 members 
Mstep: Class 6 contains 200958 members 
Mstep: Class 7 contains 48881 members 
Mstep: Class 8 contains 257517 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 25576 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10894 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 11774 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 61248 members 
Mstep: Class 17 contains 181517 members 
Mstep: Class 18 contains 50532 members 
Mstep: Class 19 contains 225647 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13050 members 
Mstep: Class 22 contains 5071 members 
Mstep: Class 23 contains 33217 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 33069 members 
Mstep: Class 26 contains 13745 members 
Mstep: Class 27 contains 4213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148030192.000000 Penalty: 93979.039062
Iteration 77Q: 28 clusters Score -1.480302e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24624 members 
Mstep: Class 4 contains 5731 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 200965 members 
Mstep: Class 7 contains 48872 members 
Mstep: Class 8 contains 257588 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 25546 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10908 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 11781 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 61237 members 
Mstep: Class 17 contains 181527 members 
Mstep: Class 18 contains 50463 members 
Mstep: Class 19 contains 225552 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13048 members 
Mstep: Class 22 contains 5068 members 
Mstep: Class 23 contains 33221 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 33085 members 
Mstep: Class 26 contains 13752 members 
Mstep: Class 27 contains 4214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148030224.000000 Penalty: 93979.039062
Iteration 78Q: 28 clusters Score -1.480302e+08 nChanged 1145
Entering ConstructFrom: 
Score: -148030224.000000 Penalty: 93979.039062
Entering ConstructFrom: 
Trying to split cluster 1 (14661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Entering Unmasked Estep 
Score: -1734860.125000 Penalty: 2379.050537
	Iteration 0F: 2 clusters Score -1734860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1724188.000000 Penalty: 4758.101074
	Iteration 0F: 3 clusters Score -1724188 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1727608.875000 Penalty: 4758.101074
	Iteration 1F: 3 clusters Score -1727609 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1727985.125000 Penalty: 4758.101074
	Iteration 2F: 3 clusters Score -1727985 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1728273.750000 Penalty: 4758.101074
	Iteration 3F: 3 clusters Score -1728274 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1728560.625000 Penalty: 4758.101074
	Iteration 4Q: 3 clusters Score -1728561 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1728862.500000 Penalty: 4758.101074
	Iteration 5Q: 3 clusters Score -1728862 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1729221.250000 Penalty: 4758.101074
	Iteration 6Q: 3 clusters Score -1729221 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1729656.250000 Penalty: 4758.101074
	Iteration 7Q: 3 clusters Score -1729656 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1730128.000000 Penalty: 4758.101074
	Iteration 8F: 3 clusters Score -1730128 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1730593.000000 Penalty: 4758.101074
	Iteration 9F: 3 clusters Score -1730593 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1731012.625000 Penalty: 4758.101074
	Iteration 10Q: 3 clusters Score -1731013 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1731358.625000 Penalty: 4758.101074
	Iteration 11Q: 3 clusters Score -1731359 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1731614.125000 Penalty: 4758.101074
	Iteration 12Q: 3 clusters Score -1731614 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1731850.875000 Penalty: 4758.101074
	Iteration 13Q: 3 clusters Score -1731851 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1732081.625000 Penalty: 4758.101074
	Iteration 14Q: 3 clusters Score -1732082 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1732342.250000 Penalty: 4758.101074
	Iteration 15Q: 3 clusters Score -1732342 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1732587.250000 Penalty: 4758.101074
	Iteration 16Q: 3 clusters Score -1732587 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1732819.000000 Penalty: 4758.101074
	Iteration 17Q: 3 clusters Score -1732819 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1733034.500000 Penalty: 4758.101074
	Iteration 18Q: 3 clusters Score -1733034 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1733205.875000 Penalty: 4758.101074
	Iteration 19Q: 3 clusters Score -1733206 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -1733347.500000 Penalty: 4758.101074
	Iteration 20F: 3 clusters Score -1733348 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1733435.750000 Penalty: 4758.101074
	Iteration 21Q: 3 clusters Score -1733436 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1733496.875000 Penalty: 4758.101074
	Iteration 22Q: 3 clusters Score -1733497 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1733532.125000 Penalty: 4758.101074
	Iteration 23Q: 3 clusters Score -1733532 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1733562.750000 Penalty: 4758.101074
	Iteration 24Q: 3 clusters Score -1733563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -1733578.125000 Penalty: 4758.101074
	Iteration 25Q: 3 clusters Score -1733578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -1733582.875000 Penalty: 4758.101074
	Iteration 26Q: 3 clusters Score -1733583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1733588.250000 Penalty: 4758.101074
	Iteration 27Q: 3 clusters Score -1733588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1733596.000000 Penalty: 4758.101074
	Iteration 28Q: 3 clusters Score -1733596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1733596.875000 Penalty: 4758.101074
	Iteration 29Q: 3 clusters Score -1733597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1733597.875000 Penalty: 4758.101074
	Iteration 30Q: 3 clusters Score -1733598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1733597.250000 Penalty: 4758.101074
	Iteration 31Q: 3 clusters Score -1733597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1733602.250000 Penalty: 4758.101074
	Iteration 32Q: 3 clusters Score -1733602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1733603.250000 Penalty: 4758.101074
	Iteration 33Q: 3 clusters Score -1733603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1733606.750000 Penalty: 4758.101074
	Iteration 34Q: 3 clusters Score -1733607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1733606.250000 Penalty: 4758.101074
	Iteration 35Q: 3 clusters Score -1733606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1733604.625000 Penalty: 4758.101074
	Iteration 36Q: 3 clusters Score -1733605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1733608.500000 Penalty: 4758.101074
	Iteration 37Q: 3 clusters Score -1733608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1733608.000000 Penalty: 4758.101074
	Iteration 38Q: 3 clusters Score -1733608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1733605.375000 Penalty: 4758.101074
	Iteration 39Q: 3 clusters Score -1733605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1733606.000000 Penalty: 4758.101074
	Iteration 40F: 3 clusters Score -1733606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Entering Unmasked Estep 
Score: -232452.656250 Penalty: 1880.392822
	Iteration 0F: 2 clusters Score -232452.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -229865.140625 Penalty: 3760.785645
	Iteration 0F: 3 clusters Score -229865.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -230315.078125 Penalty: 3760.785645
	Iteration 1F: 3 clusters Score -230315.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -230438.390625 Penalty: 3760.785645
	Iteration 2F: 3 clusters Score -230438.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -230517.734375 Penalty: 3760.785645
	Iteration 3Q: 3 clusters Score -230517.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -230595.015625 Penalty: 3760.785645
	Iteration 4Q: 3 clusters Score -230595 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -230655.015625 Penalty: 3760.785645
	Iteration 5Q: 3 clusters Score -230655 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -230709.109375 Penalty: 3760.785645
	Iteration 6Q: 3 clusters Score -230709.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -230735.703125 Penalty: 3760.785645
	Iteration 7Q: 3 clusters Score -230735.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -230757.671875 Penalty: 3760.785645
	Iteration 8Q: 3 clusters Score -230757.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -230773.859375 Penalty: 3760.785645
	Iteration 9Q: 3 clusters Score -230773.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -230787.625000 Penalty: 3760.785645
	Iteration 10Q: 3 clusters Score -230787.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -230798.578125 Penalty: 3760.785645
	Iteration 11Q: 3 clusters Score -230798.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -230808.312500 Penalty: 3760.785645
	Iteration 12Q: 3 clusters Score -230808.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -230818.890625 Penalty: 3760.785645
	Iteration 13Q: 3 clusters Score -230818.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -230832.515625 Penalty: 3760.785645
	Iteration 14Q: 3 clusters Score -230832.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -230842.453125 Penalty: 3760.785645
	Iteration 15Q: 3 clusters Score -230842.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -230850.515625 Penalty: 3760.785645
	Iteration 16Q: 3 clusters Score -230850.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -230860.890625 Penalty: 3760.785645
	Iteration 17Q: 3 clusters Score -230860.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -230873.078125 Penalty: 3760.785645
	Iteration 18Q: 3 clusters Score -230873.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -230882.593750 Penalty: 3760.785645
	Iteration 19Q: 3 clusters Score -230882.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -230892.296875 Penalty: 3760.785645
	Iteration 20F: 3 clusters Score -230892.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -230898.546875 Penalty: 3760.785645
	Iteration 21Q: 3 clusters Score -230898.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -230904.328125 Penalty: 3760.785645
	Iteration 22Q: 3 clusters Score -230904.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -230913.734375 Penalty: 3760.785645
	Iteration 23Q: 3 clusters Score -230913.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -230923.093750 Penalty: 3760.785645
	Iteration 24Q: 3 clusters Score -230923.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -230932.265625 Penalty: 3760.785645
	Iteration 25Q: 3 clusters Score -230932.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -230938.546875 Penalty: 3760.785645
	Iteration 26Q: 3 clusters Score -230938.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -230944.671875 Penalty: 3760.785645
	Iteration 27Q: 3 clusters Score -230944.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -230948.500000 Penalty: 3760.785645
	Iteration 28Q: 3 clusters Score -230948.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -230954.187500 Penalty: 3760.785645
	Iteration 29Q: 3 clusters Score -230954.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -230958.734375 Penalty: 3760.785645
	Iteration 30Q: 3 clusters Score -230958.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -230965.109375 Penalty: 3760.785645
	Iteration 31Q: 3 clusters Score -230965.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -230975.390625 Penalty: 3760.785645
	Iteration 32Q: 3 clusters Score -230975.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -230989.312500 Penalty: 3760.785645
	Iteration 33Q: 3 clusters Score -230989.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -231000.593750 Penalty: 3760.785645
	Iteration 34Q: 3 clusters Score -231000.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -231010.859375 Penalty: 3760.785645
	Iteration 35Q: 3 clusters Score -231010.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -231021.562500 Penalty: 3760.785645
	Iteration 36Q: 3 clusters Score -231021.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -231029.765625 Penalty: 3760.785645
	Iteration 37Q: 3 clusters Score -231029.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -231034.765625 Penalty: 3760.785645
	Iteration 38Q: 3 clusters Score -231034.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -231043.109375 Penalty: 3760.785645
	Iteration 39Q: 3 clusters Score -231043.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -231048.687500 Penalty: 3760.785645
	Iteration 40F: 3 clusters Score -231048.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -231050.828125 Penalty: 3760.785645
	Iteration 41Q: 3 clusters Score -231050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -231051.828125 Penalty: 3760.785645
	Iteration 42Q: 3 clusters Score -231051.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -231052.890625 Penalty: 3760.785645
	Iteration 43Q: 3 clusters Score -231052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -231053.453125 Penalty: 3760.785645
	Iteration 44Q: 3 clusters Score -231053.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -231055.312500 Penalty: 3760.785645
	Iteration 45Q: 3 clusters Score -231055.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -231056.281250 Penalty: 3760.785645
	Iteration 46Q: 3 clusters Score -231056.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -231057.718750 Penalty: 3760.785645
	Iteration 47Q: 3 clusters Score -231057.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -231058.734375 Penalty: 3760.785645
	Iteration 48Q: 3 clusters Score -231058.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -231060.703125 Penalty: 3760.785645
	Iteration 49Q: 3 clusters Score -231060.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -231062.656250 Penalty: 3760.785645
	Iteration 50Q: 3 clusters Score -231062.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -231063.453125 Penalty: 3760.785645
	Iteration 51Q: 3 clusters Score -231063.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -231065.734375 Penalty: 3760.785645
	Iteration 52Q: 3 clusters Score -231065.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -231066.468750 Penalty: 3760.785645
	Iteration 53Q: 3 clusters Score -231066.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -231066.468750 Penalty: 3760.785645
	Iteration 54F: 3 clusters Score -231066.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Entering Unmasked Estep 
Score: -2953592.250000 Penalty: 2507.676514
	Iteration 0F: 2 clusters Score -2953592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2936477.000000 Penalty: 5015.353027
	Iteration 0F: 3 clusters Score -2936477 nChanged 10884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2942325.000000 Penalty: 5015.353027
	Iteration 1F: 3 clusters Score -2942325 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2942747.500000 Penalty: 5015.353027
	Iteration 2Q: 3 clusters Score -2942748 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2943123.000000 Penalty: 5015.353027
	Iteration 3Q: 3 clusters Score -2943123 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2943508.250000 Penalty: 5015.353027
	Iteration 4Q: 3 clusters Score -2943508 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2943959.000000 Penalty: 5015.353027
	Iteration 5Q: 3 clusters Score -2943959 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2944504.500000 Penalty: 5015.353027
	Iteration 6Q: 3 clusters Score -2944504 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2945175.000000 Penalty: 5015.353027
	Iteration 7Q: 3 clusters Score -2945175 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2946007.250000 Penalty: 5015.353027
	Iteration 8F: 3 clusters Score -2946007 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2947092.000000 Penalty: 5015.353027
	Iteration 9F: 3 clusters Score -2947092 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -2948376.250000 Penalty: 5015.353027
	Iteration 10F: 3 clusters Score -2948376 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2949470.000000 Penalty: 5015.353027
	Iteration 11F: 3 clusters Score -2949470 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2950179.500000 Penalty: 5015.353027
	Iteration 12Q: 3 clusters Score -2950180 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2950520.000000 Penalty: 5015.353027
	Iteration 13Q: 3 clusters Score -2950520 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -2950717.500000 Penalty: 5015.353027
	Iteration 14Q: 3 clusters Score -2950718 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2950860.500000 Penalty: 5015.353027
	Iteration 15Q: 3 clusters Score -2950860 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2951001.750000 Penalty: 5015.353027
	Iteration 16Q: 3 clusters Score -2951002 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -2951108.000000 Penalty: 5015.353027
	Iteration 17Q: 3 clusters Score -2951108 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2951212.750000 Penalty: 5015.353027
	Iteration 18Q: 3 clusters Score -2951213 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2951298.250000 Penalty: 5015.353027
	Iteration 19Q: 3 clusters Score -2951298 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2951374.250000 Penalty: 5015.353027
	Iteration 20F: 3 clusters Score -2951374 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2951419.500000 Penalty: 5015.353027
	Iteration 21Q: 3 clusters Score -2951420 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2951481.250000 Penalty: 5015.353027
	Iteration 22Q: 3 clusters Score -2951481 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2951535.750000 Penalty: 5015.353027
	Iteration 23Q: 3 clusters Score -2951536 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2951569.750000 Penalty: 5015.353027
	Iteration 24Q: 3 clusters Score -2951570 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2951614.250000 Penalty: 5015.353027
	Iteration 25Q: 3 clusters Score -2951614 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2951644.500000 Penalty: 5015.353027
	Iteration 26Q: 3 clusters Score -2951644 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2951668.750000 Penalty: 5015.353027
	Iteration 27Q: 3 clusters Score -2951669 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2951691.750000 Penalty: 5015.353027
	Iteration 28Q: 3 clusters Score -2951692 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2951732.500000 Penalty: 5015.353027
	Iteration 29Q: 3 clusters Score -2951732 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2951753.750000 Penalty: 5015.353027
	Iteration 30Q: 3 clusters Score -2951754 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2951787.000000 Penalty: 5015.353027
	Iteration 31Q: 3 clusters Score -2951787 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2951812.250000 Penalty: 5015.353027
	Iteration 32Q: 3 clusters Score -2951812 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2951820.000000 Penalty: 5015.353027
	Iteration 33Q: 3 clusters Score -2951820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2951829.250000 Penalty: 5015.353027
	Iteration 34Q: 3 clusters Score -2951829 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -2951853.250000 Penalty: 5015.353027
	Iteration 35Q: 3 clusters Score -2951853 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2951865.250000 Penalty: 5015.353027
	Iteration 36Q: 3 clusters Score -2951865 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2951878.750000 Penalty: 5015.353027
	Iteration 37Q: 3 clusters Score -2951879 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2951891.750000 Penalty: 5015.353027
	Iteration 38Q: 3 clusters Score -2951892 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2951906.750000 Penalty: 5015.353027
	Iteration 39Q: 3 clusters Score -2951907 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2951916.500000 Penalty: 5015.353027
	Iteration 40F: 3 clusters Score -2951916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2951913.250000 Penalty: 5015.353027
	Iteration 41Q: 3 clusters Score -2951913 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2951922.500000 Penalty: 5015.353027
	Iteration 42Q: 3 clusters Score -2951922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2951931.500000 Penalty: 5015.353027
	Iteration 43Q: 3 clusters Score -2951932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2951938.250000 Penalty: 5015.353027
	Iteration 44Q: 3 clusters Score -2951938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2951942.750000 Penalty: 5015.353027
	Iteration 45Q: 3 clusters Score -2951943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2951946.750000 Penalty: 5015.353027
	Iteration 46Q: 3 clusters Score -2951947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2951957.000000 Penalty: 5015.353027
	Iteration 47Q: 3 clusters Score -2951957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -2951961.250000 Penalty: 5015.353027
	Iteration 48Q: 3 clusters Score -2951961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2951966.250000 Penalty: 5015.353027
	Iteration 49Q: 3 clusters Score -2951966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2951964.500000 Penalty: 5015.353027
	Iteration 50Q: 3 clusters Score -2951964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -2951967.500000 Penalty: 5015.353027
	Iteration 51Q: 3 clusters Score -2951968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2951969.000000 Penalty: 5015.353027
	Iteration 52Q: 3 clusters Score -2951969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2951967.000000 Penalty: 5015.353027
	Iteration 53Q: 3 clusters Score -2951967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2951965.250000 Penalty: 5015.353027
	Iteration 54Q: 3 clusters Score -2951965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2951969.000000 Penalty: 5015.353027
	Iteration 55Q: 3 clusters Score -2951969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2951965.500000 Penalty: 5015.353027
	Iteration 56Q: 3 clusters Score -2951966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -2951969.750000 Penalty: 5015.353027
	Iteration 57Q: 3 clusters Score -2951970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2951967.750000 Penalty: 5015.353027
	Iteration 58Q: 3 clusters Score -2951968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2951966.000000 Penalty: 5015.353027
	Iteration 59Q: 3 clusters Score -2951966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -2951967.250000 Penalty: 5015.353027
	Iteration 60F: 3 clusters Score -2951967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2951966.000000 Penalty: 5015.353027
	Iteration 61Q: 3 clusters Score -2951966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2951967.750000 Penalty: 5015.353027
	Iteration 62Q: 3 clusters Score -2951968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -2951967.500000 Penalty: 5015.353027
	Iteration 63Q: 3 clusters Score -2951968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2951967.750000 Penalty: 5015.353027
	Iteration 64Q: 3 clusters Score -2951968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2951967.750000 Penalty: 5015.353027
	Iteration 65F: 3 clusters Score -2951968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Entering Unmasked Estep 
Score: -675880.812500 Penalty: 2147.614014
	Iteration 0F: 2 clusters Score -675880.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -670931.125000 Penalty: 4295.228027
	Iteration 0F: 3 clusters Score -670931.1 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -672226.062500 Penalty: 4295.228027
	Iteration 1F: 3 clusters Score -672226.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -672626.562500 Penalty: 4295.228027
	Iteration 2F: 3 clusters Score -672626.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -672989.000000 Penalty: 4295.228027
	Iteration 3F: 3 clusters Score -672989 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -673338.437500 Penalty: 4295.228027
	Iteration 4F: 3 clusters Score -673338.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -673650.250000 Penalty: 4295.228027
	Iteration 5F: 3 clusters Score -673650.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -673912.750000 Penalty: 4295.228027
	Iteration 6F: 3 clusters Score -673912.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -674127.062500 Penalty: 4295.228027
	Iteration 7Q: 3 clusters Score -674127.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -674282.937500 Penalty: 4295.228027
	Iteration 8Q: 3 clusters Score -674282.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -674431.437500 Penalty: 4295.228027
	Iteration 9Q: 3 clusters Score -674431.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -674545.437500 Penalty: 4295.228027
	Iteration 10Q: 3 clusters Score -674545.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -674620.250000 Penalty: 4295.228027
	Iteration 11Q: 3 clusters Score -674620.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -674657.000000 Penalty: 4295.228027
	Iteration 12Q: 3 clusters Score -674657 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -674687.125000 Penalty: 4295.228027
	Iteration 13Q: 3 clusters Score -674687.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -674706.875000 Penalty: 4295.228027
	Iteration 14Q: 3 clusters Score -674706.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -674721.750000 Penalty: 4295.228027
	Iteration 15Q: 3 clusters Score -674721.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -674726.875000 Penalty: 4295.228027
	Iteration 16Q: 3 clusters Score -674726.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -674733.187500 Penalty: 4295.228027
	Iteration 17Q: 3 clusters Score -674733.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -674737.312500 Penalty: 4295.228027
	Iteration 18Q: 3 clusters Score -674737.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -674738.062500 Penalty: 4295.228027
	Iteration 19Q: 3 clusters Score -674738.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -674740.062500 Penalty: 4295.228027
	Iteration 20F: 3 clusters Score -674740.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -674742.250000 Penalty: 4295.228027
	Iteration 21Q: 3 clusters Score -674742.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -674747.312500 Penalty: 4295.228027
	Iteration 22Q: 3 clusters Score -674747.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -674750.750000 Penalty: 4295.228027
	Iteration 23Q: 3 clusters Score -674750.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -674753.625000 Penalty: 4295.228027
	Iteration 24Q: 3 clusters Score -674753.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -674754.062500 Penalty: 4295.228027
	Iteration 25Q: 3 clusters Score -674754.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -674755.625000 Penalty: 4295.228027
	Iteration 26Q: 3 clusters Score -674755.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -674757.750000 Penalty: 4295.228027
	Iteration 27Q: 3 clusters Score -674757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -674759.187500 Penalty: 4295.228027
	Iteration 28Q: 3 clusters Score -674759.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -674761.687500 Penalty: 4295.228027
	Iteration 29Q: 3 clusters Score -674761.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -674762.625000 Penalty: 4295.228027
	Iteration 30Q: 3 clusters Score -674762.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -674762.875000 Penalty: 4295.228027
	Iteration 31Q: 3 clusters Score -674762.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -674765.562500 Penalty: 4295.228027
	Iteration 32Q: 3 clusters Score -674765.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -674767.125000 Penalty: 4295.228027
	Iteration 33Q: 3 clusters Score -674767.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -674767.937500 Penalty: 4295.228027
	Iteration 34Q: 3 clusters Score -674767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -674767.375000 Penalty: 4295.228027
	Iteration 35Q: 3 clusters Score -674767.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -674767.500000 Penalty: 4295.228027
	Iteration 36Q: 3 clusters Score -674767.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -674767.500000 Penalty: 4295.228027
	Iteration 37F: 3 clusters Score -674767.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Entering Unmasked Estep 
Score: -797691.625000 Penalty: 2187.679932
	Iteration 0F: 2 clusters Score -797691.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -792080.875000 Penalty: 4375.359863
	Iteration 0F: 3 clusters Score -792080.9 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -793575.250000 Penalty: 4375.359863
	Iteration 1F: 3 clusters Score -793575.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -793928.187500 Penalty: 4375.359863
	Iteration 2F: 3 clusters Score -793928.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -794251.875000 Penalty: 4375.359863
	Iteration 3F: 3 clusters Score -794251.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -794647.062500 Penalty: 4375.359863
	Iteration 4F: 3 clusters Score -794647.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -795118.937500 Penalty: 4375.359863
	Iteration 5F: 3 clusters Score -795118.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -795739.812500 Penalty: 4375.359863
	Iteration 6F: 3 clusters Score -795739.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -796396.312500 Penalty: 4375.359863
	Iteration 7F: 3 clusters Score -796396.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -796847.437500 Penalty: 4375.359863
	Iteration 8Q: 3 clusters Score -796847.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -797025.500000 Penalty: 4375.359863
	Iteration 9Q: 3 clusters Score -797025.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -797077.875000 Penalty: 4375.359863
	Iteration 10Q: 3 clusters Score -797077.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -797096.500000 Penalty: 4375.359863
	Iteration 11Q: 3 clusters Score -797096.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -797101.937500 Penalty: 4375.359863
	Iteration 12Q: 3 clusters Score -797101.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -797106.562500 Penalty: 4375.359863
	Iteration 13Q: 3 clusters Score -797106.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -797112.312500 Penalty: 4375.359863
	Iteration 14Q: 3 clusters Score -797112.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -797115.375000 Penalty: 4375.359863
	Iteration 15Q: 3 clusters Score -797115.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -797117.062500 Penalty: 4375.359863
	Iteration 16Q: 3 clusters Score -797117.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -797119.500000 Penalty: 4375.359863
	Iteration 17Q: 3 clusters Score -797119.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -797121.250000 Penalty: 4375.359863
	Iteration 18Q: 3 clusters Score -797121.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -797120.312500 Penalty: 4375.359863
	Iteration 19Q: 3 clusters Score -797120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -797121.000000 Penalty: 4375.359863
	Iteration 20F: 3 clusters Score -797121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -797122.625000 Penalty: 4375.359863
	Iteration 21Q: 3 clusters Score -797122.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -797124.937500 Penalty: 4375.359863
	Iteration 22Q: 3 clusters Score -797124.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -797125.125000 Penalty: 4375.359863
	Iteration 23Q: 3 clusters Score -797125.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -797123.750000 Penalty: 4375.359863
	Iteration 24Q: 3 clusters Score -797123.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -797125.437500 Penalty: 4375.359863
	Iteration 25Q: 3 clusters Score -797125.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -797125.437500 Penalty: 4375.359863
	Iteration 26F: 3 clusters Score -797125.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (200975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200975 members 
Entering Unmasked Estep 
Score: -24259010.000000 Penalty: 3028.312012
	Iteration 0F: 2 clusters Score -2.425901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100862 members 
Mstep: Class 2 contains 100113 members 
Entering Unmasked Estep 
Score: -24125974.000000 Penalty: 6056.624023
	Iteration 0F: 3 clusters Score -2.412597e+07 nChanged 96710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106958 members 
Mstep: Class 2 contains 94017 members 
Entering Unmasked Estep 
Score: -24183948.000000 Penalty: 6056.624023
	Iteration 1F: 3 clusters Score -2.418395e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110765 members 
Mstep: Class 2 contains 90210 members 
Entering Unmasked Estep 
Score: -24185790.000000 Penalty: 6056.624023
	Iteration 2Q: 3 clusters Score -2.418579e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116679 members 
Mstep: Class 2 contains 84296 members 
Entering Unmasked Estep 
Score: -24188828.000000 Penalty: 6056.624023
	Iteration 3Q: 3 clusters Score -2.418883e+07 nChanged 9901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125256 members 
Mstep: Class 2 contains 75719 members 
Entering Unmasked Estep 
Score: -24193944.000000 Penalty: 6056.624023
	Iteration 4Q: 3 clusters Score -2.419394e+07 nChanged 12574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136908 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -24202836.000000 Penalty: 6056.624023
	Iteration 5F: 3 clusters Score -2.420284e+07 nChanged 14749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151049 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -24214924.000000 Penalty: 6056.624023
	Iteration 6F: 3 clusters Score -2.421492e+07 nChanged 14943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165582 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -24228544.000000 Penalty: 6056.624023
	Iteration 7F: 3 clusters Score -2.422854e+07 nChanged 12187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177493 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -24239574.000000 Penalty: 6056.624023
	Iteration 8F: 3 clusters Score -2.423957e+07 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185554 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -24246616.000000 Penalty: 6056.624023
	Iteration 9Q: 3 clusters Score -2.424662e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190881 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -24250982.000000 Penalty: 6056.624023
	Iteration 10Q: 3 clusters Score -2.425098e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194144 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -24253374.000000 Penalty: 6056.624023
	Iteration 11Q: 3 clusters Score -2.425337e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196114 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -24254624.000000 Penalty: 6056.624023
	Iteration 12Q: 3 clusters Score -2.425462e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197269 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -24255366.000000 Penalty: 6056.624023
	Iteration 13Q: 3 clusters Score -2.425537e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197989 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -24255758.000000 Penalty: 6056.624023
	Iteration 14Q: 3 clusters Score -2.425576e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198427 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -24256114.000000 Penalty: 6056.624023
	Iteration 15Q: 3 clusters Score -2.425611e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198751 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -24256282.000000 Penalty: 6056.624023
	Iteration 16Q: 3 clusters Score -2.425628e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198959 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -24256452.000000 Penalty: 6056.624023
	Iteration 17Q: 3 clusters Score -2.425645e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199093 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -24256568.000000 Penalty: 6056.624023
	Iteration 18Q: 3 clusters Score -2.425657e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199181 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -24256594.000000 Penalty: 6056.624023
	Iteration 19Q: 3 clusters Score -2.425659e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199242 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -24256654.000000 Penalty: 6056.624023
	Iteration 20F: 3 clusters Score -2.425665e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199303 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -24256718.000000 Penalty: 6056.624023
	Iteration 21Q: 3 clusters Score -2.425672e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199338 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -24256772.000000 Penalty: 6056.624023
	Iteration 22Q: 3 clusters Score -2.425677e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199373 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -24256796.000000 Penalty: 6056.624023
	Iteration 23Q: 3 clusters Score -2.42568e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199397 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -24256822.000000 Penalty: 6056.624023
	Iteration 24Q: 3 clusters Score -2.425682e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199412 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -24256864.000000 Penalty: 6056.624023
	Iteration 25Q: 3 clusters Score -2.425686e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199416 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -24256870.000000 Penalty: 6056.624023
	Iteration 26Q: 3 clusters Score -2.425687e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199417 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -24256856.000000 Penalty: 6056.624023
	Iteration 27Q: 3 clusters Score -2.425686e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199422 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -24256864.000000 Penalty: 6056.624023
	Iteration 28Q: 3 clusters Score -2.425686e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199427 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -24256834.000000 Penalty: 6056.624023
	Iteration 29Q: 3 clusters Score -2.425683e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199428 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -24256856.000000 Penalty: 6056.624023
	Iteration 30Q: 3 clusters Score -2.425686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199420 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -24256864.000000 Penalty: 6056.624023
	Iteration 31Q: 3 clusters Score -2.425686e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199415 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -24256878.000000 Penalty: 6056.624023
	Iteration 32Q: 3 clusters Score -2.425688e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199413 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -24256884.000000 Penalty: 6056.624023
	Iteration 33Q: 3 clusters Score -2.425688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199410 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -24256868.000000 Penalty: 6056.624023
	Iteration 34Q: 3 clusters Score -2.425687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199406 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -24256874.000000 Penalty: 6056.624023
	Iteration 35Q: 3 clusters Score -2.425687e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199407 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -24256888.000000 Penalty: 6056.624023
	Iteration 36Q: 3 clusters Score -2.425689e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199400 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -24256896.000000 Penalty: 6056.624023
	Iteration 37Q: 3 clusters Score -2.42569e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199393 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -24256904.000000 Penalty: 6056.624023
	Iteration 38Q: 3 clusters Score -2.42569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199387 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -24256898.000000 Penalty: 6056.624023
	Iteration 39Q: 3 clusters Score -2.42569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199379 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -24256896.000000 Penalty: 6056.624023
	Iteration 40F: 3 clusters Score -2.42569e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199374 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -24256890.000000 Penalty: 6056.624023
	Iteration 41Q: 3 clusters Score -2.425689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199367 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -24256898.000000 Penalty: 6056.624023
	Iteration 42Q: 3 clusters Score -2.42569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199364 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -24256900.000000 Penalty: 6056.624023
	Iteration 43Q: 3 clusters Score -2.42569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199366 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -24256900.000000 Penalty: 6056.624023
	Iteration 44Q: 3 clusters Score -2.42569e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199366 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -24256900.000000 Penalty: 6056.624023
	Iteration 45Q: 3 clusters Score -2.42569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199365 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -24256894.000000 Penalty: 6056.624023
	Iteration 46Q: 3 clusters Score -2.425689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199365 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -24256900.000000 Penalty: 6056.624023
	Iteration 47Q: 3 clusters Score -2.42569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199364 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -24256896.000000 Penalty: 6056.624023
	Iteration 48Q: 3 clusters Score -2.42569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199363 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -24256898.000000 Penalty: 6056.624023
	Iteration 49Q: 3 clusters Score -2.42569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199362 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -24256900.000000 Penalty: 6056.624023
	Iteration 50Q: 3 clusters Score -2.42569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199361 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -24256900.000000 Penalty: 6056.624023
	Iteration 51Q: 3 clusters Score -2.42569e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199360 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -24256890.000000 Penalty: 6056.624023
	Iteration 52Q: 3 clusters Score -2.425689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199360 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -24256890.000000 Penalty: 6056.624023
	Iteration 53F: 3 clusters Score -2.425689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Entering Unmasked Estep 
Score: -5909768.500000 Penalty: 2677.620850
	Iteration 0F: 2 clusters Score -5909768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -5876756.000000 Penalty: 5355.241699
	Iteration 0F: 3 clusters Score -5876756 nChanged 22552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -5889341.500000 Penalty: 5355.241699
	Iteration 1F: 3 clusters Score -5889342 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -5889941.500000 Penalty: 5355.241699
	Iteration 2Q: 3 clusters Score -5889942 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -5890668.500000 Penalty: 5355.241699
	Iteration 3Q: 3 clusters Score -5890668 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -5891611.500000 Penalty: 5355.241699
	Iteration 4Q: 3 clusters Score -5891612 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -5892941.000000 Penalty: 5355.241699
	Iteration 5F: 3 clusters Score -5892941 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -5894828.500000 Penalty: 5355.241699
	Iteration 6F: 3 clusters Score -5894828 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -5897167.500000 Penalty: 5355.241699
	Iteration 7F: 3 clusters Score -5897168 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -5899731.500000 Penalty: 5355.241699
	Iteration 8F: 3 clusters Score -5899732 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -5902141.000000 Penalty: 5355.241699
	Iteration 9F: 3 clusters Score -5902141 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -5903917.500000 Penalty: 5355.241699
	Iteration 10Q: 3 clusters Score -5903918 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -5905096.500000 Penalty: 5355.241699
	Iteration 11Q: 3 clusters Score -5905096 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -5905888.000000 Penalty: 5355.241699
	Iteration 12Q: 3 clusters Score -5905888 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -5906427.500000 Penalty: 5355.241699
	Iteration 13Q: 3 clusters Score -5906428 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -5906726.000000 Penalty: 5355.241699
	Iteration 14Q: 3 clusters Score -5906726 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5906944.000000 Penalty: 5355.241699
	Iteration 15Q: 3 clusters Score -5906944 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5907081.000000 Penalty: 5355.241699
	Iteration 16Q: 3 clusters Score -5907081 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5907186.500000 Penalty: 5355.241699
	Iteration 17Q: 3 clusters Score -5907186 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5907266.000000 Penalty: 5355.241699
	Iteration 18Q: 3 clusters Score -5907266 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5907354.500000 Penalty: 5355.241699
	Iteration 19Q: 3 clusters Score -5907354 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5907420.500000 Penalty: 5355.241699
	Iteration 20F: 3 clusters Score -5907420 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5907466.500000 Penalty: 5355.241699
	Iteration 21Q: 3 clusters Score -5907466 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5907494.500000 Penalty: 5355.241699
	Iteration 22Q: 3 clusters Score -5907494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5907518.500000 Penalty: 5355.241699
	Iteration 23Q: 3 clusters Score -5907518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5907533.500000 Penalty: 5355.241699
	Iteration 24Q: 3 clusters Score -5907534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5907556.000000 Penalty: 5355.241699
	Iteration 25Q: 3 clusters Score -5907556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5907561.000000 Penalty: 5355.241699
	Iteration 26Q: 3 clusters Score -5907561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5907576.000000 Penalty: 5355.241699
	Iteration 27Q: 3 clusters Score -5907576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5907599.000000 Penalty: 5355.241699
	Iteration 28Q: 3 clusters Score -5907599 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5907610.500000 Penalty: 5355.241699
	Iteration 29Q: 3 clusters Score -5907610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5907629.500000 Penalty: 5355.241699
	Iteration 30Q: 3 clusters Score -5907630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5907628.000000 Penalty: 5355.241699
	Iteration 31Q: 3 clusters Score -5907628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47918 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5907639.500000 Penalty: 5355.241699
	Iteration 32Q: 3 clusters Score -5907640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5907655.000000 Penalty: 5355.241699
	Iteration 33Q: 3 clusters Score -5907655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5907659.500000 Penalty: 5355.241699
	Iteration 34Q: 3 clusters Score -5907660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5907665.500000 Penalty: 5355.241699
	Iteration 35Q: 3 clusters Score -5907666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5907669.500000 Penalty: 5355.241699
	Iteration 36Q: 3 clusters Score -5907670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5907678.500000 Penalty: 5355.241699
	Iteration 37Q: 3 clusters Score -5907678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5907676.000000 Penalty: 5355.241699
	Iteration 38Q: 3 clusters Score -5907676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5907679.000000 Penalty: 5355.241699
	Iteration 39Q: 3 clusters Score -5907679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5907674.000000 Penalty: 5355.241699
	Iteration 40F: 3 clusters Score -5907674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5907670.000000 Penalty: 5355.241699
	Iteration 41Q: 3 clusters Score -5907670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5907672.000000 Penalty: 5355.241699
	Iteration 42Q: 3 clusters Score -5907672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5907670.000000 Penalty: 5355.241699
	Iteration 43Q: 3 clusters Score -5907670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5907678.000000 Penalty: 5355.241699
	Iteration 44Q: 3 clusters Score -5907678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5907673.500000 Penalty: 5355.241699
	Iteration 45Q: 3 clusters Score -5907674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5907674.500000 Penalty: 5355.241699
	Iteration 46Q: 3 clusters Score -5907674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5907679.000000 Penalty: 5355.241699
	Iteration 47Q: 3 clusters Score -5907679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5907676.000000 Penalty: 5355.241699
	Iteration 48Q: 3 clusters Score -5907676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5907676.000000 Penalty: 5355.241699
	Iteration 49F: 3 clusters Score -5907676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (257633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257633 members 
Entering Unmasked Estep 
Score: -31655826.000000 Penalty: 3089.904297
	Iteration 0F: 2 clusters Score -3.165583e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128626 members 
Mstep: Class 2 contains 129007 members 
Entering Unmasked Estep 
Score: -31487250.000000 Penalty: 6179.808594
	Iteration 0F: 3 clusters Score -3.148725e+07 nChanged 124225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122533 members 
Mstep: Class 2 contains 135100 members 
Entering Unmasked Estep 
Score: -31560074.000000 Penalty: 6179.808594
	Iteration 1F: 3 clusters Score -3.156007e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118785 members 
Mstep: Class 2 contains 138848 members 
Entering Unmasked Estep 
Score: -31561634.000000 Penalty: 6179.808594
	Iteration 2Q: 3 clusters Score -3.156163e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113090 members 
Mstep: Class 2 contains 144543 members 
Entering Unmasked Estep 
Score: -31563692.000000 Penalty: 6179.808594
	Iteration 3Q: 3 clusters Score -3.156369e+07 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104449 members 
Mstep: Class 2 contains 153184 members 
Entering Unmasked Estep 
Score: -31567154.000000 Penalty: 6179.808594
	Iteration 4Q: 3 clusters Score -3.156715e+07 nChanged 13505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91470 members 
Mstep: Class 2 contains 166163 members 
Entering Unmasked Estep 
Score: -31573992.000000 Penalty: 6179.808594
	Iteration 5F: 3 clusters Score -3.157399e+07 nChanged 18560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73142 members 
Mstep: Class 2 contains 184491 members 
Entering Unmasked Estep 
Score: -31586718.000000 Penalty: 6179.808594
	Iteration 6F: 3 clusters Score -3.158672e+07 nChanged 23001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 207442 members 
Entering Unmasked Estep 
Score: -31606420.000000 Penalty: 6179.808594
	Iteration 7F: 3 clusters Score -3.160642e+07 nChanged 22403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 229823 members 
Entering Unmasked Estep 
Score: -31627380.000000 Penalty: 6179.808594
	Iteration 8F: 3 clusters Score -3.162738e+07 nChanged 15305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 245120 members 
Entering Unmasked Estep 
Score: -31642088.000000 Penalty: 6179.808594
	Iteration 9F: 3 clusters Score -3.164209e+07 nChanged 7186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 252300 members 
Entering Unmasked Estep 
Score: -31648618.000000 Penalty: 6179.808594
	Iteration 10Q: 3 clusters Score -3.164862e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 255144 members 
Entering Unmasked Estep 
Score: -31651252.000000 Penalty: 6179.808594
	Iteration 11Q: 3 clusters Score -3.165125e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 256162 members 
Entering Unmasked Estep 
Score: -31652270.000000 Penalty: 6179.808594
	Iteration 12Q: 3 clusters Score -3.165227e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 256555 members 
Entering Unmasked Estep 
Score: -31652662.000000 Penalty: 6179.808594
	Iteration 13Q: 3 clusters Score -3.165266e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 256735 members 
Entering Unmasked Estep 
Score: -31652806.000000 Penalty: 6179.808594
	Iteration 14Q: 3 clusters Score -3.165281e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 256827 members 
Entering Unmasked Estep 
Score: -31652966.000000 Penalty: 6179.808594
	Iteration 15Q: 3 clusters Score -3.165297e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 256875 members 
Entering Unmasked Estep 
Score: -31653026.000000 Penalty: 6179.808594
	Iteration 16Q: 3 clusters Score -3.165303e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 256898 members 
Entering Unmasked Estep 
Score: -31653074.000000 Penalty: 6179.808594
	Iteration 17Q: 3 clusters Score -3.165307e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 256921 members 
Entering Unmasked Estep 
Score: -31653148.000000 Penalty: 6179.808594
	Iteration 18Q: 3 clusters Score -3.165315e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 256928 members 
Entering Unmasked Estep 
Score: -31653152.000000 Penalty: 6179.808594
	Iteration 19Q: 3 clusters Score -3.165315e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 256939 members 
Entering Unmasked Estep 
Score: -31653152.000000 Penalty: 6179.808594
	Iteration 20F: 3 clusters Score -3.165315e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 256943 members 
Entering Unmasked Estep 
Score: -31653144.000000 Penalty: 6179.808594
	Iteration 21Q: 3 clusters Score -3.165314e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 256944 members 
Entering Unmasked Estep 
Score: -31653166.000000 Penalty: 6179.808594
	Iteration 22Q: 3 clusters Score -3.165317e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 256946 members 
Entering Unmasked Estep 
Score: -31653162.000000 Penalty: 6179.808594
	Iteration 23Q: 3 clusters Score -3.165316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 256950 members 
Entering Unmasked Estep 
Score: -31653182.000000 Penalty: 6179.808594
	Iteration 24Q: 3 clusters Score -3.165318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 256952 members 
Entering Unmasked Estep 
Score: -31653188.000000 Penalty: 6179.808594
	Iteration 25Q: 3 clusters Score -3.165319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 256953 members 
Entering Unmasked Estep 
Score: -31653198.000000 Penalty: 6179.808594
	Iteration 26Q: 3 clusters Score -3.16532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 256953 members 
Entering Unmasked Estep 
Score: -31653182.000000 Penalty: 6179.808594
	Iteration 27Q: 3 clusters Score -3.165318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 256952 members 
Entering Unmasked Estep 
Score: -31653196.000000 Penalty: 6179.808594
	Iteration 28Q: 3 clusters Score -3.16532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 256954 members 
Entering Unmasked Estep 
Score: -31653190.000000 Penalty: 6179.808594
	Iteration 29Q: 3 clusters Score -3.165319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 256954 members 
Entering Unmasked Estep 
Score: -31653190.000000 Penalty: 6179.808594
	Iteration 30F: 3 clusters Score -3.165319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Entering Unmasked Estep 
Score: -341250.656250 Penalty: 1976.057373
	Iteration 0F: 2 clusters Score -341250.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -338136.781250 Penalty: 3952.114746
	Iteration 0F: 3 clusters Score -338136.8 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -338817.531250 Penalty: 3952.114746
	Iteration 1F: 3 clusters Score -338817.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -339114.281250 Penalty: 3952.114746
	Iteration 2F: 3 clusters Score -339114.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -339448.031250 Penalty: 3952.114746
	Iteration 3F: 3 clusters Score -339448 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -340139.187500 Penalty: 3952.114746
	Iteration 4F: 3 clusters Score -340139.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -341114.625000 Penalty: 3952.114746
	Iteration 5F: 3 clusters Score -341114.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -341492.093750 Penalty: 3952.114746
	Iteration 6F: 3 clusters Score -341492.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -341679.687500 Penalty: 3952.114746
	Iteration 7F: 3 clusters Score -341679.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -341763.468750 Penalty: 3952.114746
	Iteration 8Q: 3 clusters Score -341763.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -341811.187500 Penalty: 3952.114746
	Iteration 9Q: 3 clusters Score -341811.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -341835.437500 Penalty: 3952.114746
	Iteration 10Q: 3 clusters Score -341835.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -341851.156250 Penalty: 3952.114746
	Iteration 11Q: 3 clusters Score -341851.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -341865.875000 Penalty: 3952.114746
	Iteration 12Q: 3 clusters Score -341865.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -341876.593750 Penalty: 3952.114746
	Iteration 13Q: 3 clusters Score -341876.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -341883.468750 Penalty: 3952.114746
	Iteration 14Q: 3 clusters Score -341883.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -341883.906250 Penalty: 3952.114746
	Iteration 15Q: 3 clusters Score -341883.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -341883.906250 Penalty: 3952.114746
	Iteration 16F: 3 clusters Score -341883.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24627 members 
Mstep: Class 4 contains 5766 members 
Mstep: Class 5 contains 6777 members 
Mstep: Class 6 contains 200975 members 
Mstep: Class 7 contains 48867 members 
Mstep: Class 8 contains 257633 members 
Mstep: Class 9 contains 2202 members 
Mstep: Class 10 contains 25516 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10927 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 11793 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 61226 members 
Mstep: Class 17 contains 181540 members 
Mstep: Class 18 contains 50412 members 
Mstep: Class 19 contains 225456 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13048 members 
Mstep: Class 22 contains 5070 members 
Mstep: Class 23 contains 33223 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 33098 members 
Mstep: Class 26 contains 13753 members 
Mstep: Class 27 contains 4215 members 
Mstep: Class 28 contains 685 members 
Entering Unmasked Estep 
Score: -148029552.000000 Penalty: 97459.750000
Splitting cluster 9 changes total score from -148030224.000000 to -148029552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (25516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Entering Unmasked Estep 
Score: -3030061.750000 Penalty: 2516.471191
	Iteration 0F: 2 clusters Score -3030062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3012555.000000 Penalty: 5032.942383
	Iteration 0F: 3 clusters Score -3012555 nChanged 11318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -3019003.250000 Penalty: 5032.942383
	Iteration 1F: 3 clusters Score -3019003 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -3020126.250000 Penalty: 5032.942383
	Iteration 2F: 3 clusters Score -3020126 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -3021567.750000 Penalty: 5032.942383
	Iteration 3F: 3 clusters Score -3021568 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -3023166.500000 Penalty: 5032.942383
	Iteration 4F: 3 clusters Score -3023166 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3024573.000000 Penalty: 5032.942383
	Iteration 5F: 3 clusters Score -3024573 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -3025584.250000 Penalty: 5032.942383
	Iteration 6F: 3 clusters Score -3025584 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3026247.500000 Penalty: 5032.942383
	Iteration 7Q: 3 clusters Score -3026248 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -3026722.000000 Penalty: 5032.942383
	Iteration 8Q: 3 clusters Score -3026722 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -3027035.250000 Penalty: 5032.942383
	Iteration 9Q: 3 clusters Score -3027035 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -3027364.750000 Penalty: 5032.942383
	Iteration 10Q: 3 clusters Score -3027365 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -3027658.750000 Penalty: 5032.942383
	Iteration 11Q: 3 clusters Score -3027659 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3027956.500000 Penalty: 5032.942383
	Iteration 12Q: 3 clusters Score -3027956 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3028279.500000 Penalty: 5032.942383
	Iteration 13Q: 3 clusters Score -3028280 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -3028547.750000 Penalty: 5032.942383
	Iteration 14Q: 3 clusters Score -3028548 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3028780.000000 Penalty: 5032.942383
	Iteration 15Q: 3 clusters Score -3028780 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3028932.750000 Penalty: 5032.942383
	Iteration 16Q: 3 clusters Score -3028933 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3029019.000000 Penalty: 5032.942383
	Iteration 17Q: 3 clusters Score -3029019 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3029059.000000 Penalty: 5032.942383
	Iteration 18Q: 3 clusters Score -3029059 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3029097.500000 Penalty: 5032.942383
	Iteration 19Q: 3 clusters Score -3029098 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3029127.000000 Penalty: 5032.942383
	Iteration 20F: 3 clusters Score -3029127 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3029149.250000 Penalty: 5032.942383
	Iteration 21Q: 3 clusters Score -3029149 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3029165.750000 Penalty: 5032.942383
	Iteration 22Q: 3 clusters Score -3029166 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3029181.000000 Penalty: 5032.942383
	Iteration 23Q: 3 clusters Score -3029181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3029196.000000 Penalty: 5032.942383
	Iteration 24Q: 3 clusters Score -3029196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3029206.750000 Penalty: 5032.942383
	Iteration 25Q: 3 clusters Score -3029207 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3029224.250000 Penalty: 5032.942383
	Iteration 26Q: 3 clusters Score -3029224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3029231.750000 Penalty: 5032.942383
	Iteration 27Q: 3 clusters Score -3029232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3029246.750000 Penalty: 5032.942383
	Iteration 28Q: 3 clusters Score -3029247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3029261.750000 Penalty: 5032.942383
	Iteration 29Q: 3 clusters Score -3029262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3029261.250000 Penalty: 5032.942383
	Iteration 30Q: 3 clusters Score -3029261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3029268.250000 Penalty: 5032.942383
	Iteration 31Q: 3 clusters Score -3029268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3029274.500000 Penalty: 5032.942383
	Iteration 32Q: 3 clusters Score -3029274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3029277.500000 Penalty: 5032.942383
	Iteration 33Q: 3 clusters Score -3029278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3029276.500000 Penalty: 5032.942383
	Iteration 34Q: 3 clusters Score -3029276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3029281.500000 Penalty: 5032.942383
	Iteration 35Q: 3 clusters Score -3029282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3029282.250000 Penalty: 5032.942383
	Iteration 36Q: 3 clusters Score -3029282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3029283.250000 Penalty: 5032.942383
	Iteration 37Q: 3 clusters Score -3029283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3029283.250000 Penalty: 5032.942383
	Iteration 38F: 3 clusters Score -3029283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Entering Unmasked Estep 
Score: -106949.218750 Penalty: 1724.750488
	Iteration 0F: 2 clusters Score -106949.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -105133.703125 Penalty: 3449.500977
	Iteration 0F: 3 clusters Score -105133.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -105853.429688 Penalty: 3449.500977
	Iteration 1F: 3 clusters Score -105853.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -106090.609375 Penalty: 3449.500977
	Iteration 2F: 3 clusters Score -106090.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -106189.289062 Penalty: 3449.500977
	Iteration 3F: 3 clusters Score -106189.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -106302.757812 Penalty: 3449.500977
	Iteration 4Q: 3 clusters Score -106302.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -106454.695312 Penalty: 3449.500977
	Iteration 5Q: 3 clusters Score -106454.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -106588.132812 Penalty: 3449.500977
	Iteration 6Q: 3 clusters Score -106588.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -106827.539062 Penalty: 3449.500977
	Iteration 7Q: 3 clusters Score -106827.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -107095.140625 Penalty: 3449.500977
	Iteration 8Q: 3 clusters Score -107095.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -107416.703125 Penalty: 3449.500977
	Iteration 9Q: 3 clusters Score -107416.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -107804.140625 Penalty: 3449.500977
	Iteration 10Q: 3 clusters Score -107804.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -107957.796875 Penalty: 3449.500977
	Iteration 11Q: 3 clusters Score -107957.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -108214.750000 Penalty: 3449.500977
	Iteration 12Q: 3 clusters Score -108214.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -108273.398438 Penalty: 3449.500977
	Iteration 13Q: 3 clusters Score -108273.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -108330.781250 Penalty: 3449.500977
	Iteration 14Q: 3 clusters Score -108330.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -108396.054688 Penalty: 3449.500977
	Iteration 15Q: 3 clusters Score -108396.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -108472.179688 Penalty: 3449.500977
	Iteration 16Q: 3 clusters Score -108472.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -108519.945312 Penalty: 3449.500977
	Iteration 17Q: 3 clusters Score -108519.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -108544.781250 Penalty: 3449.500977
	Iteration 18Q: 3 clusters Score -108544.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -108568.382812 Penalty: 3449.500977
	Iteration 19Q: 3 clusters Score -108568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108573.054688 Penalty: 3449.500977
	Iteration 20F: 3 clusters Score -108573.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -108573.742188 Penalty: 3449.500977
	Iteration 21Q: 3 clusters Score -108573.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -108573.742188 Penalty: 3449.500977
	Iteration 22F: 3 clusters Score -108573.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24627 members 
Mstep: Class 4 contains 5766 members 
Mstep: Class 5 contains 6777 members 
Mstep: Class 6 contains 200975 members 
Mstep: Class 7 contains 48867 members 
Mstep: Class 8 contains 257633 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 25516 members 
Mstep: Class 11 contains 587 members 
Mstep: Class 12 contains 10927 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 11793 members 
Mstep: Class 15 contains 1543 members 
Mstep: Class 16 contains 61226 members 
Mstep: Class 17 contains 181540 members 
Mstep: Class 18 contains 50412 members 
Mstep: Class 19 contains 225456 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13048 members 
Mstep: Class 22 contains 5070 members 
Mstep: Class 23 contains 33223 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 33098 members 
Mstep: Class 26 contains 13753 members 
Mstep: Class 27 contains 4215 members 
Mstep: Class 28 contains 461 members 
Entering Unmasked Estep 
Score: -148030144.000000 Penalty: 97459.750000
Splitting cluster 11 changes total score from -148030224.000000 to -148030144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (10927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Entering Unmasked Estep 
Score: -1295303.875000 Penalty: 2306.150146
	Iteration 0F: 2 clusters Score -1295304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1286933.000000 Penalty: 4612.300293
	Iteration 0F: 3 clusters Score -1286933 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1289582.000000 Penalty: 4612.300293
	Iteration 1F: 3 clusters Score -1289582 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1290108.000000 Penalty: 4612.300293
	Iteration 2F: 3 clusters Score -1290108 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1290518.750000 Penalty: 4612.300293
	Iteration 3F: 3 clusters Score -1290519 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1290884.500000 Penalty: 4612.300293
	Iteration 4F: 3 clusters Score -1290884 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1291238.875000 Penalty: 4612.300293
	Iteration 5F: 3 clusters Score -1291239 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1291615.125000 Penalty: 4612.300293
	Iteration 6F: 3 clusters Score -1291615 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1291944.500000 Penalty: 4612.300293
	Iteration 7Q: 3 clusters Score -1291944 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1292273.125000 Penalty: 4612.300293
	Iteration 8Q: 3 clusters Score -1292273 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1292615.625000 Penalty: 4612.300293
	Iteration 9Q: 3 clusters Score -1292616 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1292935.375000 Penalty: 4612.300293
	Iteration 10Q: 3 clusters Score -1292935 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1293226.250000 Penalty: 4612.300293
	Iteration 11Q: 3 clusters Score -1293226 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1293458.750000 Penalty: 4612.300293
	Iteration 12Q: 3 clusters Score -1293459 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1293646.750000 Penalty: 4612.300293
	Iteration 13Q: 3 clusters Score -1293647 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1293766.125000 Penalty: 4612.300293
	Iteration 14Q: 3 clusters Score -1293766 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1293826.875000 Penalty: 4612.300293
	Iteration 15Q: 3 clusters Score -1293827 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1293868.500000 Penalty: 4612.300293
	Iteration 16Q: 3 clusters Score -1293868 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1293894.125000 Penalty: 4612.300293
	Iteration 17Q: 3 clusters Score -1293894 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1293911.500000 Penalty: 4612.300293
	Iteration 18Q: 3 clusters Score -1293912 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1293925.250000 Penalty: 4612.300293
	Iteration 19Q: 3 clusters Score -1293925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1293930.625000 Penalty: 4612.300293
	Iteration 20F: 3 clusters Score -1293931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1293937.500000 Penalty: 4612.300293
	Iteration 21Q: 3 clusters Score -1293938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1293945.375000 Penalty: 4612.300293
	Iteration 22Q: 3 clusters Score -1293945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1293951.375000 Penalty: 4612.300293
	Iteration 23Q: 3 clusters Score -1293951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1293958.875000 Penalty: 4612.300293
	Iteration 24Q: 3 clusters Score -1293959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1293961.750000 Penalty: 4612.300293
	Iteration 25Q: 3 clusters Score -1293962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1293964.000000 Penalty: 4612.300293
	Iteration 26Q: 3 clusters Score -1293964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1293959.500000 Penalty: 4612.300293
	Iteration 27Q: 3 clusters Score -1293960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1293962.375000 Penalty: 4612.300293
	Iteration 28Q: 3 clusters Score -1293962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1293966.125000 Penalty: 4612.300293
	Iteration 29Q: 3 clusters Score -1293966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1293966.250000 Penalty: 4612.300293
	Iteration 30Q: 3 clusters Score -1293966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1293970.500000 Penalty: 4612.300293
	Iteration 31Q: 3 clusters Score -1293970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1293970.000000 Penalty: 4612.300293
	Iteration 32Q: 3 clusters Score -1293970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1293973.000000 Penalty: 4612.300293
	Iteration 33Q: 3 clusters Score -1293973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1293973.000000 Penalty: 4612.300293
	Iteration 34Q: 3 clusters Score -1293973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1293973.000000 Penalty: 4612.300293
	Iteration 35F: 3 clusters Score -1293973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Entering Unmasked Estep 
Score: -542201.437500 Penalty: 2092.714844
	Iteration 0F: 2 clusters Score -542201.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -537937.000000 Penalty: 4185.429688
	Iteration 0F: 3 clusters Score -537937 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -538968.125000 Penalty: 4185.429688
	Iteration 1F: 3 clusters Score -538968.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -539234.187500 Penalty: 4185.429688
	Iteration 2F: 3 clusters Score -539234.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -539412.250000 Penalty: 4185.429688
	Iteration 3F: 3 clusters Score -539412.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -539526.187500 Penalty: 4185.429688
	Iteration 4Q: 3 clusters Score -539526.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -539594.562500 Penalty: 4185.429688
	Iteration 5Q: 3 clusters Score -539594.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -539644.062500 Penalty: 4185.429688
	Iteration 6Q: 3 clusters Score -539644.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -539688.062500 Penalty: 4185.429688
	Iteration 7Q: 3 clusters Score -539688.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -539719.625000 Penalty: 4185.429688
	Iteration 8Q: 3 clusters Score -539719.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -539747.062500 Penalty: 4185.429688
	Iteration 9Q: 3 clusters Score -539747.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -539779.000000 Penalty: 4185.429688
	Iteration 10Q: 3 clusters Score -539779 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -539809.875000 Penalty: 4185.429688
	Iteration 11Q: 3 clusters Score -539809.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -539838.000000 Penalty: 4185.429688
	Iteration 12Q: 3 clusters Score -539838 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -539867.375000 Penalty: 4185.429688
	Iteration 13Q: 3 clusters Score -539867.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -539894.687500 Penalty: 4185.429688
	Iteration 14Q: 3 clusters Score -539894.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -539918.500000 Penalty: 4185.429688
	Iteration 15Q: 3 clusters Score -539918.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -539939.687500 Penalty: 4185.429688
	Iteration 16Q: 3 clusters Score -539939.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -539966.312500 Penalty: 4185.429688
	Iteration 17Q: 3 clusters Score -539966.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -539993.562500 Penalty: 4185.429688
	Iteration 18Q: 3 clusters Score -539993.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -540026.000000 Penalty: 4185.429688
	Iteration 19Q: 3 clusters Score -540026 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -540057.625000 Penalty: 4185.429688
	Iteration 20F: 3 clusters Score -540057.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -540106.437500 Penalty: 4185.429688
	Iteration 21Q: 3 clusters Score -540106.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -540151.375000 Penalty: 4185.429688
	Iteration 22Q: 3 clusters Score -540151.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -540200.375000 Penalty: 4185.429688
	Iteration 23Q: 3 clusters Score -540200.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -540242.250000 Penalty: 4185.429688
	Iteration 24Q: 3 clusters Score -540242.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -540300.375000 Penalty: 4185.429688
	Iteration 25Q: 3 clusters Score -540300.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -540365.562500 Penalty: 4185.429688
	Iteration 26Q: 3 clusters Score -540365.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -540431.875000 Penalty: 4185.429688
	Iteration 27Q: 3 clusters Score -540431.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -540480.312500 Penalty: 4185.429688
	Iteration 28Q: 3 clusters Score -540480.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -540521.750000 Penalty: 4185.429688
	Iteration 29Q: 3 clusters Score -540521.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -540563.437500 Penalty: 4185.429688
	Iteration 30Q: 3 clusters Score -540563.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -540609.375000 Penalty: 4185.429688
	Iteration 31Q: 3 clusters Score -540609.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -540650.937500 Penalty: 4185.429688
	Iteration 32Q: 3 clusters Score -540650.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -540701.500000 Penalty: 4185.429688
	Iteration 33Q: 3 clusters Score -540701.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -540745.250000 Penalty: 4185.429688
	Iteration 34Q: 3 clusters Score -540745.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -540779.312500 Penalty: 4185.429688
	Iteration 35Q: 3 clusters Score -540779.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -540801.937500 Penalty: 4185.429688
	Iteration 36Q: 3 clusters Score -540801.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -540814.687500 Penalty: 4185.429688
	Iteration 37Q: 3 clusters Score -540814.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -540826.500000 Penalty: 4185.429688
	Iteration 38Q: 3 clusters Score -540826.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -540836.500000 Penalty: 4185.429688
	Iteration 39Q: 3 clusters Score -540836.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -540846.312500 Penalty: 4185.429688
	Iteration 40F: 3 clusters Score -540846.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -540852.625000 Penalty: 4185.429688
	Iteration 41Q: 3 clusters Score -540852.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -540859.000000 Penalty: 4185.429688
	Iteration 42Q: 3 clusters Score -540859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -540862.625000 Penalty: 4185.429688
	Iteration 43Q: 3 clusters Score -540862.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -540869.062500 Penalty: 4185.429688
	Iteration 44Q: 3 clusters Score -540869.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -540875.000000 Penalty: 4185.429688
	Iteration 45Q: 3 clusters Score -540875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -540877.750000 Penalty: 4185.429688
	Iteration 46Q: 3 clusters Score -540877.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -540881.750000 Penalty: 4185.429688
	Iteration 47Q: 3 clusters Score -540881.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -540884.125000 Penalty: 4185.429688
	Iteration 48Q: 3 clusters Score -540884.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -540889.125000 Penalty: 4185.429688
	Iteration 49Q: 3 clusters Score -540889.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -540897.937500 Penalty: 4185.429688
	Iteration 50Q: 3 clusters Score -540897.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -540905.437500 Penalty: 4185.429688
	Iteration 51Q: 3 clusters Score -540905.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -540912.625000 Penalty: 4185.429688
	Iteration 52Q: 3 clusters Score -540912.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -540918.437500 Penalty: 4185.429688
	Iteration 53Q: 3 clusters Score -540918.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -540922.875000 Penalty: 4185.429688
	Iteration 54Q: 3 clusters Score -540922.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -540925.562500 Penalty: 4185.429688
	Iteration 55Q: 3 clusters Score -540925.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -540930.312500 Penalty: 4185.429688
	Iteration 56Q: 3 clusters Score -540930.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -540931.937500 Penalty: 4185.429688
	Iteration 57Q: 3 clusters Score -540931.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -540935.312500 Penalty: 4185.429688
	Iteration 58Q: 3 clusters Score -540935.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -540937.875000 Penalty: 4185.429688
	Iteration 59Q: 3 clusters Score -540937.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -540939.125000 Penalty: 4185.429688
	Iteration 60F: 3 clusters Score -540939.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -540940.062500 Penalty: 4185.429688
	Iteration 61Q: 3 clusters Score -540940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -540940.125000 Penalty: 4185.429688
	Iteration 62Q: 3 clusters Score -540940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -540940.000000 Penalty: 4185.429688
	Iteration 63Q: 3 clusters Score -540940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -540940.375000 Penalty: 4185.429688
	Iteration 64Q: 3 clusters Score -540940.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -540940.625000 Penalty: 4185.429688
	Iteration 65Q: 3 clusters Score -540940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -540939.625000 Penalty: 4185.429688
	Iteration 66Q: 3 clusters Score -540939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -540939.937500 Penalty: 4185.429688
	Iteration 67Q: 3 clusters Score -540939.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -540941.375000 Penalty: 4185.429688
	Iteration 68Q: 3 clusters Score -540941.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -540941.562500 Penalty: 4185.429688
	Iteration 69Q: 3 clusters Score -540941.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -540941.812500 Penalty: 4185.429688
	Iteration 70Q: 3 clusters Score -540941.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -540943.500000 Penalty: 4185.429688
	Iteration 71Q: 3 clusters Score -540943.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -540944.437500 Penalty: 4185.429688
	Iteration 72Q: 3 clusters Score -540944.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -540945.312500 Penalty: 4185.429688
	Iteration 73Q: 3 clusters Score -540945.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -540945.125000 Penalty: 4185.429688
	Iteration 74Q: 3 clusters Score -540945.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -540945.125000 Penalty: 4185.429688
	Iteration 75F: 3 clusters Score -540945.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Entering Unmasked Estep 
Score: -1332032.875000 Penalty: 2325.064697
	Iteration 0F: 2 clusters Score -1332033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1323182.250000 Penalty: 4650.129395
	Iteration 0F: 3 clusters Score -1323182 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1326118.125000 Penalty: 4650.129395
	Iteration 1F: 3 clusters Score -1326118 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1326786.125000 Penalty: 4650.129395
	Iteration 2F: 3 clusters Score -1326786 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1327447.875000 Penalty: 4650.129395
	Iteration 3F: 3 clusters Score -1327448 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1328062.125000 Penalty: 4650.129395
	Iteration 4F: 3 clusters Score -1328062 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1328563.250000 Penalty: 4650.129395
	Iteration 5F: 3 clusters Score -1328563 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1328918.625000 Penalty: 4650.129395
	Iteration 6F: 3 clusters Score -1328919 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1329190.250000 Penalty: 4650.129395
	Iteration 7Q: 3 clusters Score -1329190 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1329418.125000 Penalty: 4650.129395
	Iteration 8Q: 3 clusters Score -1329418 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1329545.250000 Penalty: 4650.129395
	Iteration 9Q: 3 clusters Score -1329545 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1329647.500000 Penalty: 4650.129395
	Iteration 10Q: 3 clusters Score -1329648 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1329713.750000 Penalty: 4650.129395
	Iteration 11Q: 3 clusters Score -1329714 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1329762.750000 Penalty: 4650.129395
	Iteration 12Q: 3 clusters Score -1329763 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1329799.125000 Penalty: 4650.129395
	Iteration 13Q: 3 clusters Score -1329799 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1329835.250000 Penalty: 4650.129395
	Iteration 14Q: 3 clusters Score -1329835 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1329858.500000 Penalty: 4650.129395
	Iteration 15Q: 3 clusters Score -1329858 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1329884.625000 Penalty: 4650.129395
	Iteration 16Q: 3 clusters Score -1329885 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1329898.750000 Penalty: 4650.129395
	Iteration 17Q: 3 clusters Score -1329899 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1329918.750000 Penalty: 4650.129395
	Iteration 18Q: 3 clusters Score -1329919 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1329940.500000 Penalty: 4650.129395
	Iteration 19Q: 3 clusters Score -1329940 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1329965.125000 Penalty: 4650.129395
	Iteration 20F: 3 clusters Score -1329965 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1329985.750000 Penalty: 4650.129395
	Iteration 21Q: 3 clusters Score -1329986 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1330002.125000 Penalty: 4650.129395
	Iteration 22Q: 3 clusters Score -1330002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1330011.375000 Penalty: 4650.129395
	Iteration 23Q: 3 clusters Score -1330011 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1330022.000000 Penalty: 4650.129395
	Iteration 24Q: 3 clusters Score -1330022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1330032.375000 Penalty: 4650.129395
	Iteration 25Q: 3 clusters Score -1330032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1330034.625000 Penalty: 4650.129395
	Iteration 26Q: 3 clusters Score -1330035 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1330042.875000 Penalty: 4650.129395
	Iteration 27Q: 3 clusters Score -1330043 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1330045.375000 Penalty: 4650.129395
	Iteration 28Q: 3 clusters Score -1330045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1330048.500000 Penalty: 4650.129395
	Iteration 29Q: 3 clusters Score -1330048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1330053.750000 Penalty: 4650.129395
	Iteration 30Q: 3 clusters Score -1330054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1330054.375000 Penalty: 4650.129395
	Iteration 31Q: 3 clusters Score -1330054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1330056.625000 Penalty: 4650.129395
	Iteration 32Q: 3 clusters Score -1330057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1330060.625000 Penalty: 4650.129395
	Iteration 33Q: 3 clusters Score -1330061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1330062.500000 Penalty: 4650.129395
	Iteration 34Q: 3 clusters Score -1330062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1330067.375000 Penalty: 4650.129395
	Iteration 35Q: 3 clusters Score -1330067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1330067.375000 Penalty: 4650.129395
	Iteration 36Q: 3 clusters Score -1330067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1330070.375000 Penalty: 4650.129395
	Iteration 37Q: 3 clusters Score -1330070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1330073.625000 Penalty: 4650.129395
	Iteration 38Q: 3 clusters Score -1330074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1330074.250000 Penalty: 4650.129395
	Iteration 39Q: 3 clusters Score -1330074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1330076.625000 Penalty: 4650.129395
	Iteration 40F: 3 clusters Score -1330077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1330080.000000 Penalty: 4650.129395
	Iteration 41Q: 3 clusters Score -1330080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1330084.125000 Penalty: 4650.129395
	Iteration 42Q: 3 clusters Score -1330084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1330089.875000 Penalty: 4650.129395
	Iteration 43Q: 3 clusters Score -1330090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1330093.250000 Penalty: 4650.129395
	Iteration 44Q: 3 clusters Score -1330093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1330101.500000 Penalty: 4650.129395
	Iteration 45Q: 3 clusters Score -1330102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1330110.875000 Penalty: 4650.129395
	Iteration 46Q: 3 clusters Score -1330111 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1330120.625000 Penalty: 4650.129395
	Iteration 47Q: 3 clusters Score -1330121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1330129.250000 Penalty: 4650.129395
	Iteration 48Q: 3 clusters Score -1330129 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1330139.375000 Penalty: 4650.129395
	Iteration 49Q: 3 clusters Score -1330139 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1330159.500000 Penalty: 4650.129395
	Iteration 50Q: 3 clusters Score -1330160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1330185.875000 Penalty: 4650.129395
	Iteration 51Q: 3 clusters Score -1330186 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1330210.625000 Penalty: 4650.129395
	Iteration 52Q: 3 clusters Score -1330211 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1330237.250000 Penalty: 4650.129395
	Iteration 53Q: 3 clusters Score -1330237 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1330272.000000 Penalty: 4650.129395
	Iteration 54Q: 3 clusters Score -1330272 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1330303.875000 Penalty: 4650.129395
	Iteration 55Q: 3 clusters Score -1330304 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1330351.125000 Penalty: 4650.129395
	Iteration 56Q: 3 clusters Score -1330351 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1330385.875000 Penalty: 4650.129395
	Iteration 57Q: 3 clusters Score -1330386 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1330432.875000 Penalty: 4650.129395
	Iteration 58Q: 3 clusters Score -1330433 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1330468.750000 Penalty: 4650.129395
	Iteration 59Q: 3 clusters Score -1330469 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1330506.625000 Penalty: 4650.129395
	Iteration 60F: 3 clusters Score -1330507 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1330539.625000 Penalty: 4650.129395
	Iteration 61Q: 3 clusters Score -1330540 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1330577.250000 Penalty: 4650.129395
	Iteration 62Q: 3 clusters Score -1330577 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1330611.375000 Penalty: 4650.129395
	Iteration 63Q: 3 clusters Score -1330611 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1330656.250000 Penalty: 4650.129395
	Iteration 64Q: 3 clusters Score -1330656 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1330687.250000 Penalty: 4650.129395
	Iteration 65Q: 3 clusters Score -1330687 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1330696.250000 Penalty: 4650.129395
	Iteration 66Q: 3 clusters Score -1330696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1330704.250000 Penalty: 4650.129395
	Iteration 67Q: 3 clusters Score -1330704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1330718.625000 Penalty: 4650.129395
	Iteration 68Q: 3 clusters Score -1330719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1330718.125000 Penalty: 4650.129395
	Iteration 69Q: 3 clusters Score -1330718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1330722.750000 Penalty: 4650.129395
	Iteration 70Q: 3 clusters Score -1330723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1330723.625000 Penalty: 4650.129395
	Iteration 71Q: 3 clusters Score -1330724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1330733.125000 Penalty: 4650.129395
	Iteration 72Q: 3 clusters Score -1330733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1330734.750000 Penalty: 4650.129395
	Iteration 73Q: 3 clusters Score -1330735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1330734.875000 Penalty: 4650.129395
	Iteration 74Q: 3 clusters Score -1330735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1330734.875000 Penalty: 4650.129395
	Iteration 75Q: 3 clusters Score -1330735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1330741.375000 Penalty: 4650.129395
	Iteration 76Q: 3 clusters Score -1330741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1330739.500000 Penalty: 4650.129395
	Iteration 77Q: 3 clusters Score -1330740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1330744.250000 Penalty: 4650.129395
	Iteration 78Q: 3 clusters Score -1330744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1330748.375000 Penalty: 4650.129395
	Iteration 79Q: 3 clusters Score -1330748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1330747.375000 Penalty: 4650.129395
	Iteration 80F: 3 clusters Score -1330747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1330752.875000 Penalty: 4650.129395
	Iteration 81Q: 3 clusters Score -1330753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1330753.875000 Penalty: 4650.129395
	Iteration 82Q: 3 clusters Score -1330754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1330755.750000 Penalty: 4650.129395
	Iteration 83Q: 3 clusters Score -1330756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1330760.875000 Penalty: 4650.129395
	Iteration 84Q: 3 clusters Score -1330761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1330761.125000 Penalty: 4650.129395
	Iteration 85Q: 3 clusters Score -1330761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1330760.125000 Penalty: 4650.129395
	Iteration 86Q: 3 clusters Score -1330760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1330760.250000 Penalty: 4650.129395
	Iteration 87Q: 3 clusters Score -1330760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1330760.125000 Penalty: 4650.129395
	Iteration 88Q: 3 clusters Score -1330760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1330760.125000 Penalty: 4650.129395
	Iteration 89F: 3 clusters Score -1330760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Entering Unmasked Estep 
Score: -149451.359375 Penalty: 1820.687988
	Iteration 0F: 2 clusters Score -149451.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -147404.765625 Penalty: 3641.375977
	Iteration 0F: 3 clusters Score -147404.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -148771.812500 Penalty: 3641.375977
	Iteration 1F: 3 clusters Score -148771.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -149348.781250 Penalty: 3641.375977
	Iteration 2F: 3 clusters Score -149348.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -149788.968750 Penalty: 3641.375977
	Iteration 3F: 3 clusters Score -149789 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -150411.187500 Penalty: 3641.375977
	Iteration 4F: 3 clusters Score -150411.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -151317.812500 Penalty: 3641.375977
	Iteration 5F: 3 clusters Score -151317.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -151627.171875 Penalty: 3641.375977
	Iteration 6F: 3 clusters Score -151627.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -151718.578125 Penalty: 3641.375977
	Iteration 7Q: 3 clusters Score -151718.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -151723.031250 Penalty: 3641.375977
	Iteration 8Q: 3 clusters Score -151723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -151723.031250 Penalty: 3641.375977
	Iteration 9F: 3 clusters Score -151723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24627 members 
Mstep: Class 4 contains 5766 members 
Mstep: Class 5 contains 6777 members 
Mstep: Class 6 contains 200975 members 
Mstep: Class 7 contains 48867 members 
Mstep: Class 8 contains 257633 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 25516 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10927 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 11793 members 
Mstep: Class 15 contains 823 members 
Mstep: Class 16 contains 61226 members 
Mstep: Class 17 contains 181540 members 
Mstep: Class 18 contains 50412 members 
Mstep: Class 19 contains 225456 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13048 members 
Mstep: Class 22 contains 5070 members 
Mstep: Class 23 contains 33223 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 33098 members 
Mstep: Class 26 contains 13753 members 
Mstep: Class 27 contains 4215 members 
Mstep: Class 28 contains 720 members 
Entering Unmasked Estep 
Score: -148030912.000000 Penalty: 97459.750000
Splitting cluster 15 changes total score from -148030224.000000 to -148030912.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (61226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61226 members 
Entering Unmasked Estep 
Score: -7533599.500000 Penalty: 2733.537109
	Iteration 0F: 2 clusters Score -7533600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -7492588.000000 Penalty: 5467.074219
	Iteration 0F: 3 clusters Score -7492588 nChanged 28550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -7508765.000000 Penalty: 5467.074219
	Iteration 1F: 3 clusters Score -7508765 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -7509656.000000 Penalty: 5467.074219
	Iteration 2Q: 3 clusters Score -7509656 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -7510991.000000 Penalty: 5467.074219
	Iteration 3Q: 3 clusters Score -7510991 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -7512672.500000 Penalty: 5467.074219
	Iteration 4F: 3 clusters Score -7512672 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -7514975.500000 Penalty: 5467.074219
	Iteration 5F: 3 clusters Score -7514976 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -7517649.500000 Penalty: 5467.074219
	Iteration 6F: 3 clusters Score -7517650 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -7520715.000000 Penalty: 5467.074219
	Iteration 7F: 3 clusters Score -7520715 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -7524064.000000 Penalty: 5467.074219
	Iteration 8F: 3 clusters Score -7524064 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -7527218.500000 Penalty: 5467.074219
	Iteration 9F: 3 clusters Score -7527218 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -7529276.500000 Penalty: 5467.074219
	Iteration 10Q: 3 clusters Score -7529276 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -7530310.000000 Penalty: 5467.074219
	Iteration 11Q: 3 clusters Score -7530310 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -7530846.500000 Penalty: 5467.074219
	Iteration 12Q: 3 clusters Score -7530846 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -7531207.500000 Penalty: 5467.074219
	Iteration 13Q: 3 clusters Score -7531208 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -7531421.500000 Penalty: 5467.074219
	Iteration 14Q: 3 clusters Score -7531422 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50393 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -7531586.000000 Penalty: 5467.074219
	Iteration 15Q: 3 clusters Score -7531586 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -7531694.000000 Penalty: 5467.074219
	Iteration 16Q: 3 clusters Score -7531694 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -7531770.500000 Penalty: 5467.074219
	Iteration 17Q: 3 clusters Score -7531770 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -7531881.500000 Penalty: 5467.074219
	Iteration 18Q: 3 clusters Score -7531882 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -7531961.500000 Penalty: 5467.074219
	Iteration 19Q: 3 clusters Score -7531962 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -7532008.500000 Penalty: 5467.074219
	Iteration 20F: 3 clusters Score -7532008 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52625 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -7532072.500000 Penalty: 5467.074219
	Iteration 21Q: 3 clusters Score -7532072 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52888 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -7532111.000000 Penalty: 5467.074219
	Iteration 22Q: 3 clusters Score -7532111 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -7532143.000000 Penalty: 5467.074219
	Iteration 23Q: 3 clusters Score -7532143 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -7532190.500000 Penalty: 5467.074219
	Iteration 24Q: 3 clusters Score -7532190 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53521 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -7532231.500000 Penalty: 5467.074219
	Iteration 25Q: 3 clusters Score -7532232 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -7532261.000000 Penalty: 5467.074219
	Iteration 26Q: 3 clusters Score -7532261 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -7532263.500000 Penalty: 5467.074219
	Iteration 27Q: 3 clusters Score -7532264 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -7532271.500000 Penalty: 5467.074219
	Iteration 28Q: 3 clusters Score -7532272 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -7532288.000000 Penalty: 5467.074219
	Iteration 29Q: 3 clusters Score -7532288 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -7532320.000000 Penalty: 5467.074219
	Iteration 30Q: 3 clusters Score -7532320 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54233 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -7532337.000000 Penalty: 5467.074219
	Iteration 31Q: 3 clusters Score -7532337 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -7532335.000000 Penalty: 5467.074219
	Iteration 32Q: 3 clusters Score -7532335 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -7532348.000000 Penalty: 5467.074219
	Iteration 33Q: 3 clusters Score -7532348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -7532352.500000 Penalty: 5467.074219
	Iteration 34Q: 3 clusters Score -7532352 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -7532345.000000 Penalty: 5467.074219
	Iteration 35Q: 3 clusters Score -7532345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -7532336.000000 Penalty: 5467.074219
	Iteration 36Q: 3 clusters Score -7532336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -7532338.000000 Penalty: 5467.074219
	Iteration 37Q: 3 clusters Score -7532338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -7532339.500000 Penalty: 5467.074219
	Iteration 38Q: 3 clusters Score -7532340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -7532348.500000 Penalty: 5467.074219
	Iteration 39Q: 3 clusters Score -7532348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -7532338.500000 Penalty: 5467.074219
	Iteration 40F: 3 clusters Score -7532338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -7532342.000000 Penalty: 5467.074219
	Iteration 41Q: 3 clusters Score -7532342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -7532348.500000 Penalty: 5467.074219
	Iteration 42Q: 3 clusters Score -7532348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -7532337.500000 Penalty: 5467.074219
	Iteration 43Q: 3 clusters Score -7532338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -7532350.000000 Penalty: 5467.074219
	Iteration 44Q: 3 clusters Score -7532350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54772 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -7532354.000000 Penalty: 5467.074219
	Iteration 45Q: 3 clusters Score -7532354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54815 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -7532358.500000 Penalty: 5467.074219
	Iteration 46Q: 3 clusters Score -7532358 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -7532377.500000 Penalty: 5467.074219
	Iteration 47Q: 3 clusters Score -7532378 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54915 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -7532370.000000 Penalty: 5467.074219
	Iteration 48Q: 3 clusters Score -7532370 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -7532379.000000 Penalty: 5467.074219
	Iteration 49Q: 3 clusters Score -7532379 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -7532402.500000 Penalty: 5467.074219
	Iteration 50Q: 3 clusters Score -7532402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -7532407.000000 Penalty: 5467.074219
	Iteration 51Q: 3 clusters Score -7532407 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -7532403.000000 Penalty: 5467.074219
	Iteration 52Q: 3 clusters Score -7532403 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -7532404.000000 Penalty: 5467.074219
	Iteration 53Q: 3 clusters Score -7532404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55213 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -7532406.000000 Penalty: 5467.074219
	Iteration 54Q: 3 clusters Score -7532406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -7532425.500000 Penalty: 5467.074219
	Iteration 55Q: 3 clusters Score -7532426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -7532438.000000 Penalty: 5467.074219
	Iteration 56Q: 3 clusters Score -7532438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -7532428.000000 Penalty: 5467.074219
	Iteration 57Q: 3 clusters Score -7532428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -7532431.000000 Penalty: 5467.074219
	Iteration 58Q: 3 clusters Score -7532431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -7532428.000000 Penalty: 5467.074219
	Iteration 59Q: 3 clusters Score -7532428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -7532436.000000 Penalty: 5467.074219
	Iteration 60F: 3 clusters Score -7532436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -7532431.500000 Penalty: 5467.074219
	Iteration 61Q: 3 clusters Score -7532432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -7532442.500000 Penalty: 5467.074219
	Iteration 62Q: 3 clusters Score -7532442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -7532440.500000 Penalty: 5467.074219
	Iteration 63Q: 3 clusters Score -7532440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55500 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -7532448.500000 Penalty: 5467.074219
	Iteration 64Q: 3 clusters Score -7532448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -7532448.500000 Penalty: 5467.074219
	Iteration 65Q: 3 clusters Score -7532448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -7532442.500000 Penalty: 5467.074219
	Iteration 66Q: 3 clusters Score -7532442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -7532449.500000 Penalty: 5467.074219
	Iteration 67Q: 3 clusters Score -7532450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -7532453.000000 Penalty: 5467.074219
	Iteration 68Q: 3 clusters Score -7532453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -7532447.500000 Penalty: 5467.074219
	Iteration 69Q: 3 clusters Score -7532448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55705 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -7532465.500000 Penalty: 5467.074219
	Iteration 70Q: 3 clusters Score -7532466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -7532462.500000 Penalty: 5467.074219
	Iteration 71Q: 3 clusters Score -7532462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -7532461.000000 Penalty: 5467.074219
	Iteration 72Q: 3 clusters Score -7532461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55792 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -7532459.000000 Penalty: 5467.074219
	Iteration 73Q: 3 clusters Score -7532459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -7532462.500000 Penalty: 5467.074219
	Iteration 74Q: 3 clusters Score -7532462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -7532464.000000 Penalty: 5467.074219
	Iteration 75Q: 3 clusters Score -7532464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -7532467.000000 Penalty: 5467.074219
	Iteration 76Q: 3 clusters Score -7532467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -7532481.500000 Penalty: 5467.074219
	Iteration 77Q: 3 clusters Score -7532482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55880 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -7532470.000000 Penalty: 5467.074219
	Iteration 78Q: 3 clusters Score -7532470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -7532471.500000 Penalty: 5467.074219
	Iteration 79Q: 3 clusters Score -7532472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -7532466.000000 Penalty: 5467.074219
	Iteration 80F: 3 clusters Score -7532466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -7532468.000000 Penalty: 5467.074219
	Iteration 81Q: 3 clusters Score -7532468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55947 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -7532479.500000 Penalty: 5467.074219
	Iteration 82Q: 3 clusters Score -7532480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -7532467.500000 Penalty: 5467.074219
	Iteration 83Q: 3 clusters Score -7532468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55985 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -7532463.500000 Penalty: 5467.074219
	Iteration 84Q: 3 clusters Score -7532464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -7532465.000000 Penalty: 5467.074219
	Iteration 85Q: 3 clusters Score -7532465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -7532485.500000 Penalty: 5467.074219
	Iteration 86Q: 3 clusters Score -7532486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -7532492.000000 Penalty: 5467.074219
	Iteration 87Q: 3 clusters Score -7532492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56081 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -7532500.500000 Penalty: 5467.074219
	Iteration 88Q: 3 clusters Score -7532500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -7532508.500000 Penalty: 5467.074219
	Iteration 89Q: 3 clusters Score -7532508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56115 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -7532512.000000 Penalty: 5467.074219
	Iteration 90Q: 3 clusters Score -7532512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56132 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -7532504.000000 Penalty: 5467.074219
	Iteration 91Q: 3 clusters Score -7532504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -7532508.000000 Penalty: 5467.074219
	Iteration 92Q: 3 clusters Score -7532508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56167 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -7532520.000000 Penalty: 5467.074219
	Iteration 93Q: 3 clusters Score -7532520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56184 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -7532517.500000 Penalty: 5467.074219
	Iteration 94Q: 3 clusters Score -7532518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56199 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -7532517.500000 Penalty: 5467.074219
	Iteration 95Q: 3 clusters Score -7532518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -7532521.500000 Penalty: 5467.074219
	Iteration 96Q: 3 clusters Score -7532522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -7532526.000000 Penalty: 5467.074219
	Iteration 97Q: 3 clusters Score -7532526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -7532519.500000 Penalty: 5467.074219
	Iteration 98Q: 3 clusters Score -7532520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -7532515.500000 Penalty: 5467.074219
	Iteration 99Q: 3 clusters Score -7532516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56246 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -7532515.500000 Penalty: 5467.074219
	Iteration 100F: 3 clusters Score -7532516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -7532509.000000 Penalty: 5467.074219
	Iteration 101Q: 3 clusters Score -7532509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -7532511.500000 Penalty: 5467.074219
	Iteration 102Q: 3 clusters Score -7532512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56264 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -7532512.000000 Penalty: 5467.074219
	Iteration 103Q: 3 clusters Score -7532512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56272 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -7532508.000000 Penalty: 5467.074219
	Iteration 104Q: 3 clusters Score -7532508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56277 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -7532511.000000 Penalty: 5467.074219
	Iteration 105Q: 3 clusters Score -7532511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -7532513.000000 Penalty: 5467.074219
	Iteration 106Q: 3 clusters Score -7532513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -7532522.000000 Penalty: 5467.074219
	Iteration 107Q: 3 clusters Score -7532522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56293 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -7532513.000000 Penalty: 5467.074219
	Iteration 108Q: 3 clusters Score -7532513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -7532520.000000 Penalty: 5467.074219
	Iteration 109Q: 3 clusters Score -7532520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -7532520.500000 Penalty: 5467.074219
	Iteration 110Q: 3 clusters Score -7532520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56313 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -7532519.000000 Penalty: 5467.074219
	Iteration 111Q: 3 clusters Score -7532519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -7532520.000000 Penalty: 5467.074219
	Iteration 112Q: 3 clusters Score -7532520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -7532518.500000 Penalty: 5467.074219
	Iteration 113Q: 3 clusters Score -7532518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -7532520.000000 Penalty: 5467.074219
	Iteration 114Q: 3 clusters Score -7532520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -7532517.000000 Penalty: 5467.074219
	Iteration 115Q: 3 clusters Score -7532517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56340 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -7532517.000000 Penalty: 5467.074219
	Iteration 116Q: 3 clusters Score -7532517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -7532521.000000 Penalty: 5467.074219
	Iteration 117Q: 3 clusters Score -7532521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56347 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -7532524.000000 Penalty: 5467.074219
	Iteration 118Q: 3 clusters Score -7532524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56350 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -7532522.500000 Penalty: 5467.074219
	Iteration 119Q: 3 clusters Score -7532522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -7532519.500000 Penalty: 5467.074219
	Iteration 120F: 3 clusters Score -7532520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -7532526.500000 Penalty: 5467.074219
	Iteration 121Q: 3 clusters Score -7532526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -7532529.000000 Penalty: 5467.074219
	Iteration 122Q: 3 clusters Score -7532529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56363 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -7532527.500000 Penalty: 5467.074219
	Iteration 123Q: 3 clusters Score -7532528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56367 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -7532523.000000 Penalty: 5467.074219
	Iteration 124Q: 3 clusters Score -7532523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56369 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -7532532.000000 Penalty: 5467.074219
	Iteration 125Q: 3 clusters Score -7532532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -7532528.500000 Penalty: 5467.074219
	Iteration 126Q: 3 clusters Score -7532528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -7532525.500000 Penalty: 5467.074219
	Iteration 127Q: 3 clusters Score -7532526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56376 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -7532528.500000 Penalty: 5467.074219
	Iteration 128Q: 3 clusters Score -7532528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56381 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -7532535.000000 Penalty: 5467.074219
	Iteration 129Q: 3 clusters Score -7532535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -7532536.000000 Penalty: 5467.074219
	Iteration 130Q: 3 clusters Score -7532536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -7532536.000000 Penalty: 5467.074219
	Iteration 131Q: 3 clusters Score -7532536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -7532536.500000 Penalty: 5467.074219
	Iteration 132Q: 3 clusters Score -7532536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56392 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -7532529.500000 Penalty: 5467.074219
	Iteration 133Q: 3 clusters Score -7532530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -7532533.500000 Penalty: 5467.074219
	Iteration 134Q: 3 clusters Score -7532534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56405 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -7532527.500000 Penalty: 5467.074219
	Iteration 135Q: 3 clusters Score -7532528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -7532523.500000 Penalty: 5467.074219
	Iteration 136Q: 3 clusters Score -7532524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -7532519.000000 Penalty: 5467.074219
	Iteration 137Q: 3 clusters Score -7532519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56426 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -7532520.000000 Penalty: 5467.074219
	Iteration 138Q: 3 clusters Score -7532520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -7532519.500000 Penalty: 5467.074219
	Iteration 139Q: 3 clusters Score -7532520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56431 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -7532523.500000 Penalty: 5467.074219
	Iteration 140F: 3 clusters Score -7532524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -7532520.000000 Penalty: 5467.074219
	Iteration 141Q: 3 clusters Score -7532520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56439 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -7532521.000000 Penalty: 5467.074219
	Iteration 142Q: 3 clusters Score -7532521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -7532512.500000 Penalty: 5467.074219
	Iteration 143Q: 3 clusters Score -7532512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56442 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -7532512.500000 Penalty: 5467.074219
	Iteration 144F: 3 clusters Score -7532512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (181540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181540 members 
Entering Unmasked Estep 
Score: -22134050.000000 Penalty: 3003.089355
	Iteration 0F: 2 clusters Score -2.213405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90738 members 
Mstep: Class 2 contains 90802 members 
Entering Unmasked Estep 
Score: -22013354.000000 Penalty: 6006.178711
	Iteration 0F: 3 clusters Score -2.201335e+07 nChanged 87012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89580 members 
Mstep: Class 2 contains 91960 members 
Entering Unmasked Estep 
Score: -22063568.000000 Penalty: 6006.178711
	Iteration 1F: 3 clusters Score -2.206357e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89044 members 
Mstep: Class 2 contains 92496 members 
Entering Unmasked Estep 
Score: -22064290.000000 Penalty: 6006.178711
	Iteration 2Q: 3 clusters Score -2.206429e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88190 members 
Mstep: Class 2 contains 93350 members 
Entering Unmasked Estep 
Score: -22065072.000000 Penalty: 6006.178711
	Iteration 3Q: 3 clusters Score -2.206507e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86882 members 
Mstep: Class 2 contains 94658 members 
Entering Unmasked Estep 
Score: -22065926.000000 Penalty: 6006.178711
	Iteration 4Q: 3 clusters Score -2.206593e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84871 members 
Mstep: Class 2 contains 96669 members 
Entering Unmasked Estep 
Score: -22066998.000000 Penalty: 6006.178711
	Iteration 5Q: 3 clusters Score -2.2067e+07 nChanged 5777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 99748 members 
Entering Unmasked Estep 
Score: -22068626.000000 Penalty: 6006.178711
	Iteration 6Q: 3 clusters Score -2.206863e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 104383 members 
Entering Unmasked Estep 
Score: -22071204.000000 Penalty: 6006.178711
	Iteration 7Q: 3 clusters Score -2.20712e+07 nChanged 8905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70424 members 
Mstep: Class 2 contains 111116 members 
Entering Unmasked Estep 
Score: -22075600.000000 Penalty: 6006.178711
	Iteration 8Q: 3 clusters Score -2.20756e+07 nChanged 10951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 120051 members 
Entering Unmasked Estep 
Score: -22082248.000000 Penalty: 6006.178711
	Iteration 9F: 3 clusters Score -2.208225e+07 nChanged 12400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 130809 members 
Entering Unmasked Estep 
Score: -22091242.000000 Penalty: 6006.178711
	Iteration 10F: 3 clusters Score -2.209124e+07 nChanged 12569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 142082 members 
Entering Unmasked Estep 
Score: -22101132.000000 Penalty: 6006.178711
	Iteration 11F: 3 clusters Score -2.210113e+07 nChanged 10958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 152160 members 
Entering Unmasked Estep 
Score: -22110454.000000 Penalty: 6006.178711
	Iteration 12F: 3 clusters Score -2.211045e+07 nChanged 8265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 159853 members 
Entering Unmasked Estep 
Score: -22117280.000000 Penalty: 6006.178711
	Iteration 13Q: 3 clusters Score -2.211728e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 165433 members 
Entering Unmasked Estep 
Score: -22121866.000000 Penalty: 6006.178711
	Iteration 14Q: 3 clusters Score -2.212187e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 169463 members 
Entering Unmasked Estep 
Score: -22124862.000000 Penalty: 6006.178711
	Iteration 15Q: 3 clusters Score -2.212486e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 172370 members 
Entering Unmasked Estep 
Score: -22126974.000000 Penalty: 6006.178711
	Iteration 16Q: 3 clusters Score -2.212697e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 174367 members 
Entering Unmasked Estep 
Score: -22128432.000000 Penalty: 6006.178711
	Iteration 17Q: 3 clusters Score -2.212843e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 175835 members 
Entering Unmasked Estep 
Score: -22129452.000000 Penalty: 6006.178711
	Iteration 18Q: 3 clusters Score -2.212945e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 176836 members 
Entering Unmasked Estep 
Score: -22130118.000000 Penalty: 6006.178711
	Iteration 19Q: 3 clusters Score -2.213012e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 177605 members 
Entering Unmasked Estep 
Score: -22130528.000000 Penalty: 6006.178711
	Iteration 20F: 3 clusters Score -2.213053e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 178174 members 
Entering Unmasked Estep 
Score: -22130936.000000 Penalty: 6006.178711
	Iteration 21Q: 3 clusters Score -2.213094e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 178591 members 
Entering Unmasked Estep 
Score: -22131150.000000 Penalty: 6006.178711
	Iteration 22Q: 3 clusters Score -2.213115e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 178939 members 
Entering Unmasked Estep 
Score: -22131326.000000 Penalty: 6006.178711
	Iteration 23Q: 3 clusters Score -2.213133e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 179159 members 
Entering Unmasked Estep 
Score: -22131408.000000 Penalty: 6006.178711
	Iteration 24Q: 3 clusters Score -2.213141e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 179331 members 
Entering Unmasked Estep 
Score: -22131434.000000 Penalty: 6006.178711
	Iteration 25Q: 3 clusters Score -2.213143e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 179468 members 
Entering Unmasked Estep 
Score: -22131478.000000 Penalty: 6006.178711
	Iteration 26Q: 3 clusters Score -2.213148e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 179579 members 
Entering Unmasked Estep 
Score: -22131538.000000 Penalty: 6006.178711
	Iteration 27Q: 3 clusters Score -2.213154e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 179683 members 
Entering Unmasked Estep 
Score: -22131558.000000 Penalty: 6006.178711
	Iteration 28Q: 3 clusters Score -2.213156e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 179768 members 
Entering Unmasked Estep 
Score: -22131600.000000 Penalty: 6006.178711
	Iteration 29Q: 3 clusters Score -2.21316e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 179829 members 
Entering Unmasked Estep 
Score: -22131636.000000 Penalty: 6006.178711
	Iteration 30Q: 3 clusters Score -2.213164e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 179880 members 
Entering Unmasked Estep 
Score: -22131640.000000 Penalty: 6006.178711
	Iteration 31Q: 3 clusters Score -2.213164e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 179922 members 
Entering Unmasked Estep 
Score: -22131692.000000 Penalty: 6006.178711
	Iteration 32Q: 3 clusters Score -2.213169e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 179959 members 
Entering Unmasked Estep 
Score: -22131658.000000 Penalty: 6006.178711
	Iteration 33Q: 3 clusters Score -2.213166e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 179993 members 
Entering Unmasked Estep 
Score: -22131684.000000 Penalty: 6006.178711
	Iteration 34Q: 3 clusters Score -2.213168e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 180027 members 
Entering Unmasked Estep 
Score: -22131706.000000 Penalty: 6006.178711
	Iteration 35Q: 3 clusters Score -2.213171e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 180049 members 
Entering Unmasked Estep 
Score: -22131734.000000 Penalty: 6006.178711
	Iteration 36Q: 3 clusters Score -2.213173e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 180070 members 
Entering Unmasked Estep 
Score: -22131684.000000 Penalty: 6006.178711
	Iteration 37Q: 3 clusters Score -2.213168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 180086 members 
Entering Unmasked Estep 
Score: -22131682.000000 Penalty: 6006.178711
	Iteration 38Q: 3 clusters Score -2.213168e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 180102 members 
Entering Unmasked Estep 
Score: -22131684.000000 Penalty: 6006.178711
	Iteration 39Q: 3 clusters Score -2.213168e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 180116 members 
Entering Unmasked Estep 
Score: -22131686.000000 Penalty: 6006.178711
	Iteration 40F: 3 clusters Score -2.213169e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 180128 members 
Entering Unmasked Estep 
Score: -22131708.000000 Penalty: 6006.178711
	Iteration 41Q: 3 clusters Score -2.213171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 180137 members 
Entering Unmasked Estep 
Score: -22131724.000000 Penalty: 6006.178711
	Iteration 42Q: 3 clusters Score -2.213172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 180146 members 
Entering Unmasked Estep 
Score: -22131714.000000 Penalty: 6006.178711
	Iteration 43Q: 3 clusters Score -2.213171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 180153 members 
Entering Unmasked Estep 
Score: -22131712.000000 Penalty: 6006.178711
	Iteration 44Q: 3 clusters Score -2.213171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 180159 members 
Entering Unmasked Estep 
Score: -22131708.000000 Penalty: 6006.178711
	Iteration 45Q: 3 clusters Score -2.213171e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 180162 members 
Entering Unmasked Estep 
Score: -22131716.000000 Penalty: 6006.178711
	Iteration 46Q: 3 clusters Score -2.213172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 180167 members 
Entering Unmasked Estep 
Score: -22131730.000000 Penalty: 6006.178711
	Iteration 47Q: 3 clusters Score -2.213173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 180173 members 
Entering Unmasked Estep 
Score: -22131736.000000 Penalty: 6006.178711
	Iteration 48Q: 3 clusters Score -2.213174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 180176 members 
Entering Unmasked Estep 
Score: -22131744.000000 Penalty: 6006.178711
	Iteration 49Q: 3 clusters Score -2.213174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 180179 members 
Entering Unmasked Estep 
Score: -22131736.000000 Penalty: 6006.178711
	Iteration 50Q: 3 clusters Score -2.213174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 180182 members 
Entering Unmasked Estep 
Score: -22131732.000000 Penalty: 6006.178711
	Iteration 51Q: 3 clusters Score -2.213173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 180188 members 
Entering Unmasked Estep 
Score: -22131756.000000 Penalty: 6006.178711
	Iteration 52Q: 3 clusters Score -2.213176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 180195 members 
Entering Unmasked Estep 
Score: -22131738.000000 Penalty: 6006.178711
	Iteration 53Q: 3 clusters Score -2.213174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 180206 members 
Entering Unmasked Estep 
Score: -22131746.000000 Penalty: 6006.178711
	Iteration 54Q: 3 clusters Score -2.213175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 180214 members 
Entering Unmasked Estep 
Score: -22131742.000000 Penalty: 6006.178711
	Iteration 55Q: 3 clusters Score -2.213174e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 180226 members 
Entering Unmasked Estep 
Score: -22131732.000000 Penalty: 6006.178711
	Iteration 56Q: 3 clusters Score -2.213173e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 180234 members 
Entering Unmasked Estep 
Score: -22131732.000000 Penalty: 6006.178711
	Iteration 57Q: 3 clusters Score -2.213173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 180241 members 
Entering Unmasked Estep 
Score: -22131724.000000 Penalty: 6006.178711
	Iteration 58Q: 3 clusters Score -2.213172e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 180245 members 
Entering Unmasked Estep 
Score: -22131742.000000 Penalty: 6006.178711
	Iteration 59Q: 3 clusters Score -2.213174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 180249 members 
Entering Unmasked Estep 
Score: -22131750.000000 Penalty: 6006.178711
	Iteration 60F: 3 clusters Score -2.213175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 180251 members 
Entering Unmasked Estep 
Score: -22131756.000000 Penalty: 6006.178711
	Iteration 61Q: 3 clusters Score -2.213176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 180256 members 
Entering Unmasked Estep 
Score: -22131762.000000 Penalty: 6006.178711
	Iteration 62Q: 3 clusters Score -2.213176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 180257 members 
Entering Unmasked Estep 
Score: -22131760.000000 Penalty: 6006.178711
	Iteration 63Q: 3 clusters Score -2.213176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 180259 members 
Entering Unmasked Estep 
Score: -22131752.000000 Penalty: 6006.178711
	Iteration 64Q: 3 clusters Score -2.213175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 180258 members 
Entering Unmasked Estep 
Score: -22131758.000000 Penalty: 6006.178711
	Iteration 65Q: 3 clusters Score -2.213176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 180258 members 
Entering Unmasked Estep 
Score: -22131758.000000 Penalty: 6006.178711
	Iteration 66F: 3 clusters Score -2.213176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50412 members 
Entering Unmasked Estep 
Score: -6074184.500000 Penalty: 2685.340332
	Iteration 0F: 2 clusters Score -6074184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -6040349.500000 Penalty: 5370.680664
	Iteration 0F: 3 clusters Score -6040350 nChanged 23194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -6053153.500000 Penalty: 5370.680664
	Iteration 1F: 3 clusters Score -6053154 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -6053792.000000 Penalty: 5370.680664
	Iteration 2Q: 3 clusters Score -6053792 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -6054408.500000 Penalty: 5370.680664
	Iteration 3Q: 3 clusters Score -6054408 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -6054972.500000 Penalty: 5370.680664
	Iteration 4Q: 3 clusters Score -6054972 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -6055558.000000 Penalty: 5370.680664
	Iteration 5Q: 3 clusters Score -6055558 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -6056239.500000 Penalty: 5370.680664
	Iteration 6Q: 3 clusters Score -6056240 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -6057143.500000 Penalty: 5370.680664
	Iteration 7Q: 3 clusters Score -6057144 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -6058367.500000 Penalty: 5370.680664
	Iteration 8Q: 3 clusters Score -6058368 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -6059765.000000 Penalty: 5370.680664
	Iteration 9Q: 3 clusters Score -6059765 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -6061218.000000 Penalty: 5370.680664
	Iteration 10Q: 3 clusters Score -6061218 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -6062617.500000 Penalty: 5370.680664
	Iteration 11Q: 3 clusters Score -6062618 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -6063786.500000 Penalty: 5370.680664
	Iteration 12Q: 3 clusters Score -6063786 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -6064672.500000 Penalty: 5370.680664
	Iteration 13Q: 3 clusters Score -6064672 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -6065260.000000 Penalty: 5370.680664
	Iteration 14Q: 3 clusters Score -6065260 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -6065782.500000 Penalty: 5370.680664
	Iteration 15Q: 3 clusters Score -6065782 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -6066349.500000 Penalty: 5370.680664
	Iteration 16Q: 3 clusters Score -6066350 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -6066826.500000 Penalty: 5370.680664
	Iteration 17Q: 3 clusters Score -6066826 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -6067305.500000 Penalty: 5370.680664
	Iteration 18Q: 3 clusters Score -6067306 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -6067858.000000 Penalty: 5370.680664
	Iteration 19Q: 3 clusters Score -6067858 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -6068289.000000 Penalty: 5370.680664
	Iteration 20F: 3 clusters Score -6068289 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -6068679.000000 Penalty: 5370.680664
	Iteration 21Q: 3 clusters Score -6068679 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -6069053.000000 Penalty: 5370.680664
	Iteration 22Q: 3 clusters Score -6069053 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -6069387.000000 Penalty: 5370.680664
	Iteration 23Q: 3 clusters Score -6069387 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -6069715.000000 Penalty: 5370.680664
	Iteration 24Q: 3 clusters Score -6069715 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -6070015.000000 Penalty: 5370.680664
	Iteration 25Q: 3 clusters Score -6070015 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -6070326.000000 Penalty: 5370.680664
	Iteration 26Q: 3 clusters Score -6070326 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -6070613.000000 Penalty: 5370.680664
	Iteration 27Q: 3 clusters Score -6070613 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -6070824.500000 Penalty: 5370.680664
	Iteration 28Q: 3 clusters Score -6070824 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -6071025.000000 Penalty: 5370.680664
	Iteration 29Q: 3 clusters Score -6071025 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -6071158.000000 Penalty: 5370.680664
	Iteration 30Q: 3 clusters Score -6071158 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -6071279.500000 Penalty: 5370.680664
	Iteration 31Q: 3 clusters Score -6071280 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -6071377.000000 Penalty: 5370.680664
	Iteration 32Q: 3 clusters Score -6071377 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6071456.000000 Penalty: 5370.680664
	Iteration 33Q: 3 clusters Score -6071456 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6071511.500000 Penalty: 5370.680664
	Iteration 34Q: 3 clusters Score -6071512 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6071567.500000 Penalty: 5370.680664
	Iteration 35Q: 3 clusters Score -6071568 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6071622.000000 Penalty: 5370.680664
	Iteration 36Q: 3 clusters Score -6071622 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6071676.500000 Penalty: 5370.680664
	Iteration 37Q: 3 clusters Score -6071676 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6071727.000000 Penalty: 5370.680664
	Iteration 38Q: 3 clusters Score -6071727 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6071765.000000 Penalty: 5370.680664
	Iteration 39Q: 3 clusters Score -6071765 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6071785.500000 Penalty: 5370.680664
	Iteration 40F: 3 clusters Score -6071786 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6071808.500000 Penalty: 5370.680664
	Iteration 41Q: 3 clusters Score -6071808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -6071816.500000 Penalty: 5370.680664
	Iteration 42Q: 3 clusters Score -6071816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6071852.500000 Penalty: 5370.680664
	Iteration 43Q: 3 clusters Score -6071852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6071876.000000 Penalty: 5370.680664
	Iteration 44Q: 3 clusters Score -6071876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6071878.000000 Penalty: 5370.680664
	Iteration 45Q: 3 clusters Score -6071878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6071889.500000 Penalty: 5370.680664
	Iteration 46Q: 3 clusters Score -6071890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6071911.000000 Penalty: 5370.680664
	Iteration 47Q: 3 clusters Score -6071911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -6071919.500000 Penalty: 5370.680664
	Iteration 48Q: 3 clusters Score -6071920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6071921.500000 Penalty: 5370.680664
	Iteration 49Q: 3 clusters Score -6071922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -6071933.000000 Penalty: 5370.680664
	Iteration 50Q: 3 clusters Score -6071933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6071932.500000 Penalty: 5370.680664
	Iteration 51Q: 3 clusters Score -6071932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6071943.500000 Penalty: 5370.680664
	Iteration 52Q: 3 clusters Score -6071944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6071941.000000 Penalty: 5370.680664
	Iteration 53Q: 3 clusters Score -6071941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6071946.000000 Penalty: 5370.680664
	Iteration 54Q: 3 clusters Score -6071946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6071941.000000 Penalty: 5370.680664
	Iteration 55Q: 3 clusters Score -6071941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6071941.000000 Penalty: 5370.680664
	Iteration 56F: 3 clusters Score -6071941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (225456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225456 members 
Entering Unmasked Estep 
Score: -27680120.000000 Penalty: 3056.818359
	Iteration 0F: 2 clusters Score -2.768012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112386 members 
Mstep: Class 2 contains 113070 members 
Entering Unmasked Estep 
Score: -27533658.000000 Penalty: 6113.636719
	Iteration 0F: 3 clusters Score -2.753366e+07 nChanged 108682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108490 members 
Mstep: Class 2 contains 116966 members 
Entering Unmasked Estep 
Score: -27598060.000000 Penalty: 6113.636719
	Iteration 1F: 3 clusters Score -2.759806e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 119338 members 
Entering Unmasked Estep 
Score: -27600840.000000 Penalty: 6113.636719
	Iteration 2Q: 3 clusters Score -2.760084e+07 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102998 members 
Mstep: Class 2 contains 122458 members 
Entering Unmasked Estep 
Score: -27604960.000000 Penalty: 6113.636719
	Iteration 3Q: 3 clusters Score -2.760496e+07 nChanged 10885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98941 members 
Mstep: Class 2 contains 126515 members 
Entering Unmasked Estep 
Score: -27611094.000000 Penalty: 6113.636719
	Iteration 4Q: 3 clusters Score -2.761109e+07 nChanged 12928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94281 members 
Mstep: Class 2 contains 131175 members 
Entering Unmasked Estep 
Score: -27619436.000000 Penalty: 6113.636719
	Iteration 5F: 3 clusters Score -2.761944e+07 nChanged 14134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89483 members 
Mstep: Class 2 contains 135973 members 
Entering Unmasked Estep 
Score: -27628566.000000 Penalty: 6113.636719
	Iteration 6F: 3 clusters Score -2.762857e+07 nChanged 14400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84699 members 
Mstep: Class 2 contains 140757 members 
Entering Unmasked Estep 
Score: -27637688.000000 Penalty: 6113.636719
	Iteration 7F: 3 clusters Score -2.763769e+07 nChanged 13223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80252 members 
Mstep: Class 2 contains 145204 members 
Entering Unmasked Estep 
Score: -27645106.000000 Penalty: 6113.636719
	Iteration 8F: 3 clusters Score -2.764511e+07 nChanged 11185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76369 members 
Mstep: Class 2 contains 149087 members 
Entering Unmasked Estep 
Score: -27650446.000000 Penalty: 6113.636719
	Iteration 9Q: 3 clusters Score -2.765045e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73153 members 
Mstep: Class 2 contains 152303 members 
Entering Unmasked Estep 
Score: -27653824.000000 Penalty: 6113.636719
	Iteration 10Q: 3 clusters Score -2.765382e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70366 members 
Mstep: Class 2 contains 155090 members 
Entering Unmasked Estep 
Score: -27655770.000000 Penalty: 6113.636719
	Iteration 11Q: 3 clusters Score -2.765577e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67757 members 
Mstep: Class 2 contains 157699 members 
Entering Unmasked Estep 
Score: -27657038.000000 Penalty: 6113.636719
	Iteration 12Q: 3 clusters Score -2.765704e+07 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65123 members 
Mstep: Class 2 contains 160333 members 
Entering Unmasked Estep 
Score: -27657954.000000 Penalty: 6113.636719
	Iteration 13Q: 3 clusters Score -2.765795e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 163069 members 
Entering Unmasked Estep 
Score: -27658886.000000 Penalty: 6113.636719
	Iteration 14Q: 3 clusters Score -2.765889e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 165878 members 
Entering Unmasked Estep 
Score: -27659594.000000 Penalty: 6113.636719
	Iteration 15Q: 3 clusters Score -2.765959e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56743 members 
Mstep: Class 2 contains 168713 members 
Entering Unmasked Estep 
Score: -27660276.000000 Penalty: 6113.636719
	Iteration 16Q: 3 clusters Score -2.766028e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 171822 members 
Entering Unmasked Estep 
Score: -27661294.000000 Penalty: 6113.636719
	Iteration 17Q: 3 clusters Score -2.766129e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 174991 members 
Entering Unmasked Estep 
Score: -27662380.000000 Penalty: 6113.636719
	Iteration 18Q: 3 clusters Score -2.766238e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 178185 members 
Entering Unmasked Estep 
Score: -27663464.000000 Penalty: 6113.636719
	Iteration 19Q: 3 clusters Score -2.766346e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 181455 members 
Entering Unmasked Estep 
Score: -27664680.000000 Penalty: 6113.636719
	Iteration 20F: 3 clusters Score -2.766468e+07 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 184823 members 
Entering Unmasked Estep 
Score: -27665662.000000 Penalty: 6113.636719
	Iteration 21Q: 3 clusters Score -2.766566e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 188294 members 
Entering Unmasked Estep 
Score: -27666978.000000 Penalty: 6113.636719
	Iteration 22Q: 3 clusters Score -2.766698e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 191773 members 
Entering Unmasked Estep 
Score: -27668178.000000 Penalty: 6113.636719
	Iteration 23Q: 3 clusters Score -2.766818e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 195149 members 
Entering Unmasked Estep 
Score: -27669522.000000 Penalty: 6113.636719
	Iteration 24Q: 3 clusters Score -2.766952e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 198495 members 
Entering Unmasked Estep 
Score: -27670710.000000 Penalty: 6113.636719
	Iteration 25Q: 3 clusters Score -2.767071e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 201559 members 
Entering Unmasked Estep 
Score: -27671816.000000 Penalty: 6113.636719
	Iteration 26Q: 3 clusters Score -2.767182e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 204373 members 
Entering Unmasked Estep 
Score: -27672652.000000 Penalty: 6113.636719
	Iteration 27Q: 3 clusters Score -2.767265e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 206907 members 
Entering Unmasked Estep 
Score: -27673498.000000 Penalty: 6113.636719
	Iteration 28Q: 3 clusters Score -2.76735e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 209127 members 
Entering Unmasked Estep 
Score: -27674252.000000 Penalty: 6113.636719
	Iteration 29Q: 3 clusters Score -2.767425e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 211052 members 
Entering Unmasked Estep 
Score: -27674908.000000 Penalty: 6113.636719
	Iteration 30Q: 3 clusters Score -2.767491e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 212784 members 
Entering Unmasked Estep 
Score: -27675410.000000 Penalty: 6113.636719
	Iteration 31Q: 3 clusters Score -2.767541e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 214340 members 
Entering Unmasked Estep 
Score: -27675900.000000 Penalty: 6113.636719
	Iteration 32Q: 3 clusters Score -2.76759e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 215684 members 
Entering Unmasked Estep 
Score: -27676344.000000 Penalty: 6113.636719
	Iteration 33Q: 3 clusters Score -2.767634e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 216799 members 
Entering Unmasked Estep 
Score: -27676888.000000 Penalty: 6113.636719
	Iteration 34Q: 3 clusters Score -2.767689e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 217723 members 
Entering Unmasked Estep 
Score: -27677138.000000 Penalty: 6113.636719
	Iteration 35Q: 3 clusters Score -2.767714e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 218476 members 
Entering Unmasked Estep 
Score: -27677418.000000 Penalty: 6113.636719
	Iteration 36Q: 3 clusters Score -2.767742e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 219065 members 
Entering Unmasked Estep 
Score: -27677610.000000 Penalty: 6113.636719
	Iteration 37Q: 3 clusters Score -2.767761e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 219543 members 
Entering Unmasked Estep 
Score: -27677676.000000 Penalty: 6113.636719
	Iteration 38Q: 3 clusters Score -2.767768e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 219901 members 
Entering Unmasked Estep 
Score: -27677844.000000 Penalty: 6113.636719
	Iteration 39Q: 3 clusters Score -2.767784e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 220231 members 
Entering Unmasked Estep 
Score: -27678010.000000 Penalty: 6113.636719
	Iteration 40F: 3 clusters Score -2.767801e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 220489 members 
Entering Unmasked Estep 
Score: -27678054.000000 Penalty: 6113.636719
	Iteration 41Q: 3 clusters Score -2.767805e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 220703 members 
Entering Unmasked Estep 
Score: -27678042.000000 Penalty: 6113.636719
	Iteration 42Q: 3 clusters Score -2.767804e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 220879 members 
Entering Unmasked Estep 
Score: -27678062.000000 Penalty: 6113.636719
	Iteration 43Q: 3 clusters Score -2.767806e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 221007 members 
Entering Unmasked Estep 
Score: -27678072.000000 Penalty: 6113.636719
	Iteration 44Q: 3 clusters Score -2.767807e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 221118 members 
Entering Unmasked Estep 
Score: -27678072.000000 Penalty: 6113.636719
	Iteration 45Q: 3 clusters Score -2.767807e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 221213 members 
Entering Unmasked Estep 
Score: -27678100.000000 Penalty: 6113.636719
	Iteration 46Q: 3 clusters Score -2.76781e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 221310 members 
Entering Unmasked Estep 
Score: -27678138.000000 Penalty: 6113.636719
	Iteration 47Q: 3 clusters Score -2.767814e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 221395 members 
Entering Unmasked Estep 
Score: -27678138.000000 Penalty: 6113.636719
	Iteration 48Q: 3 clusters Score -2.767814e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 221466 members 
Entering Unmasked Estep 
Score: -27678152.000000 Penalty: 6113.636719
	Iteration 49Q: 3 clusters Score -2.767815e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 221535 members 
Entering Unmasked Estep 
Score: -27678124.000000 Penalty: 6113.636719
	Iteration 50Q: 3 clusters Score -2.767812e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 221579 members 
Entering Unmasked Estep 
Score: -27678138.000000 Penalty: 6113.636719
	Iteration 51Q: 3 clusters Score -2.767814e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 221624 members 
Entering Unmasked Estep 
Score: -27678128.000000 Penalty: 6113.636719
	Iteration 52Q: 3 clusters Score -2.767813e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 221662 members 
Entering Unmasked Estep 
Score: -27678152.000000 Penalty: 6113.636719
	Iteration 53Q: 3 clusters Score -2.767815e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 221689 members 
Entering Unmasked Estep 
Score: -27678128.000000 Penalty: 6113.636719
	Iteration 54Q: 3 clusters Score -2.767813e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 221724 members 
Entering Unmasked Estep 
Score: -27678130.000000 Penalty: 6113.636719
	Iteration 55Q: 3 clusters Score -2.767813e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 221759 members 
Entering Unmasked Estep 
Score: -27678138.000000 Penalty: 6113.636719
	Iteration 56Q: 3 clusters Score -2.767814e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 221788 members 
Entering Unmasked Estep 
Score: -27678122.000000 Penalty: 6113.636719
	Iteration 57Q: 3 clusters Score -2.767812e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 221815 members 
Entering Unmasked Estep 
Score: -27678078.000000 Penalty: 6113.636719
	Iteration 58Q: 3 clusters Score -2.767808e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 221838 members 
Entering Unmasked Estep 
Score: -27678062.000000 Penalty: 6113.636719
	Iteration 59Q: 3 clusters Score -2.767806e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 221855 members 
Entering Unmasked Estep 
Score: -27678054.000000 Penalty: 6113.636719
	Iteration 60F: 3 clusters Score -2.767805e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 221878 members 
Entering Unmasked Estep 
Score: -27678074.000000 Penalty: 6113.636719
	Iteration 61Q: 3 clusters Score -2.767807e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 221902 members 
Entering Unmasked Estep 
Score: -27678062.000000 Penalty: 6113.636719
	Iteration 62Q: 3 clusters Score -2.767806e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 221926 members 
Entering Unmasked Estep 
Score: -27678098.000000 Penalty: 6113.636719
	Iteration 63Q: 3 clusters Score -2.76781e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 221952 members 
Entering Unmasked Estep 
Score: -27678100.000000 Penalty: 6113.636719
	Iteration 64Q: 3 clusters Score -2.76781e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 221984 members 
Entering Unmasked Estep 
Score: -27678084.000000 Penalty: 6113.636719
	Iteration 65Q: 3 clusters Score -2.767808e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 222007 members 
Entering Unmasked Estep 
Score: -27678086.000000 Penalty: 6113.636719
	Iteration 66Q: 3 clusters Score -2.767809e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 222025 members 
Entering Unmasked Estep 
Score: -27678102.000000 Penalty: 6113.636719
	Iteration 67Q: 3 clusters Score -2.76781e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 222043 members 
Entering Unmasked Estep 
Score: -27678100.000000 Penalty: 6113.636719
	Iteration 68Q: 3 clusters Score -2.76781e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 222062 members 
Entering Unmasked Estep 
Score: -27678100.000000 Penalty: 6113.636719
	Iteration 69Q: 3 clusters Score -2.76781e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 222078 members 
Entering Unmasked Estep 
Score: -27678090.000000 Penalty: 6113.636719
	Iteration 70Q: 3 clusters Score -2.767809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 222084 members 
Entering Unmasked Estep 
Score: -27678106.000000 Penalty: 6113.636719
	Iteration 71Q: 3 clusters Score -2.767811e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 222096 members 
Entering Unmasked Estep 
Score: -27678082.000000 Penalty: 6113.636719
	Iteration 72Q: 3 clusters Score -2.767808e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 222107 members 
Entering Unmasked Estep 
Score: -27678112.000000 Penalty: 6113.636719
	Iteration 73Q: 3 clusters Score -2.767811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 222114 members 
Entering Unmasked Estep 
Score: -27678098.000000 Penalty: 6113.636719
	Iteration 74Q: 3 clusters Score -2.76781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 222115 members 
Entering Unmasked Estep 
Score: -27678088.000000 Penalty: 6113.636719
	Iteration 75Q: 3 clusters Score -2.767809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 222120 members 
Entering Unmasked Estep 
Score: -27678090.000000 Penalty: 6113.636719
	Iteration 76Q: 3 clusters Score -2.767809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 222130 members 
Entering Unmasked Estep 
Score: -27678108.000000 Penalty: 6113.636719
	Iteration 77Q: 3 clusters Score -2.767811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 222133 members 
Entering Unmasked Estep 
Score: -27678106.000000 Penalty: 6113.636719
	Iteration 78Q: 3 clusters Score -2.767811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 222136 members 
Entering Unmasked Estep 
Score: -27678142.000000 Penalty: 6113.636719
	Iteration 79Q: 3 clusters Score -2.767814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 222136 members 
Entering Unmasked Estep 
Score: -27678148.000000 Penalty: 6113.636719
	Iteration 80F: 3 clusters Score -2.767815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 222139 members 
Entering Unmasked Estep 
Score: -27678132.000000 Penalty: 6113.636719
	Iteration 81Q: 3 clusters Score -2.767813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 222140 members 
Entering Unmasked Estep 
Score: -27678130.000000 Penalty: 6113.636719
	Iteration 82Q: 3 clusters Score -2.767813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 222141 members 
Entering Unmasked Estep 
Score: -27678140.000000 Penalty: 6113.636719
	Iteration 83Q: 3 clusters Score -2.767814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 222141 members 
Entering Unmasked Estep 
Score: -27678144.000000 Penalty: 6113.636719
	Iteration 84Q: 3 clusters Score -2.767814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 222144 members 
Entering Unmasked Estep 
Score: -27678146.000000 Penalty: 6113.636719
	Iteration 85Q: 3 clusters Score -2.767815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 222145 members 
Entering Unmasked Estep 
Score: -27678146.000000 Penalty: 6113.636719
	Iteration 86Q: 3 clusters Score -2.767815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 222145 members 
Entering Unmasked Estep 
Score: -27678146.000000 Penalty: 6113.636719
	Iteration 87F: 3 clusters Score -2.767815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Entering Unmasked Estep 
Score: -415623.156250 Penalty: 2016.473755
	Iteration 0F: 2 clusters Score -415623.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -412128.718750 Penalty: 4032.947510
	Iteration 0F: 3 clusters Score -412128.7 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -412888.250000 Penalty: 4032.947510
	Iteration 1F: 3 clusters Score -412888.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -413071.062500 Penalty: 4032.947510
	Iteration 2F: 3 clusters Score -413071.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -413166.031250 Penalty: 4032.947510
	Iteration 3Q: 3 clusters Score -413166 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -413233.531250 Penalty: 4032.947510
	Iteration 4Q: 3 clusters Score -413233.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -413284.687500 Penalty: 4032.947510
	Iteration 5Q: 3 clusters Score -413284.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -413318.843750 Penalty: 4032.947510
	Iteration 6Q: 3 clusters Score -413318.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -413339.437500 Penalty: 4032.947510
	Iteration 7Q: 3 clusters Score -413339.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -413348.906250 Penalty: 4032.947510
	Iteration 8Q: 3 clusters Score -413348.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -413364.625000 Penalty: 4032.947510
	Iteration 9Q: 3 clusters Score -413364.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -413379.250000 Penalty: 4032.947510
	Iteration 10Q: 3 clusters Score -413379.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -413387.343750 Penalty: 4032.947510
	Iteration 11Q: 3 clusters Score -413387.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -413392.656250 Penalty: 4032.947510
	Iteration 12Q: 3 clusters Score -413392.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -413399.843750 Penalty: 4032.947510
	Iteration 13Q: 3 clusters Score -413399.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -413408.093750 Penalty: 4032.947510
	Iteration 14Q: 3 clusters Score -413408.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -413415.062500 Penalty: 4032.947510
	Iteration 15Q: 3 clusters Score -413415.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -413422.937500 Penalty: 4032.947510
	Iteration 16Q: 3 clusters Score -413422.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -413429.562500 Penalty: 4032.947510
	Iteration 17Q: 3 clusters Score -413429.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -413436.968750 Penalty: 4032.947510
	Iteration 18Q: 3 clusters Score -413437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -413443.000000 Penalty: 4032.947510
	Iteration 19Q: 3 clusters Score -413443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -413449.156250 Penalty: 4032.947510
	Iteration 20F: 3 clusters Score -413449.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -413454.125000 Penalty: 4032.947510
	Iteration 21Q: 3 clusters Score -413454.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -413456.812500 Penalty: 4032.947510
	Iteration 22Q: 3 clusters Score -413456.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -413460.468750 Penalty: 4032.947510
	Iteration 23Q: 3 clusters Score -413460.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -413464.062500 Penalty: 4032.947510
	Iteration 24Q: 3 clusters Score -413464.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -413469.062500 Penalty: 4032.947510
	Iteration 25Q: 3 clusters Score -413469.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -413477.218750 Penalty: 4032.947510
	Iteration 26Q: 3 clusters Score -413477.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -413484.031250 Penalty: 4032.947510
	Iteration 27Q: 3 clusters Score -413484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -413494.843750 Penalty: 4032.947510
	Iteration 28Q: 3 clusters Score -413494.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -413507.625000 Penalty: 4032.947510
	Iteration 29Q: 3 clusters Score -413507.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -413520.000000 Penalty: 4032.947510
	Iteration 30Q: 3 clusters Score -413520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -413528.250000 Penalty: 4032.947510
	Iteration 31Q: 3 clusters Score -413528.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -413535.000000 Penalty: 4032.947510
	Iteration 32Q: 3 clusters Score -413535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -413542.937500 Penalty: 4032.947510
	Iteration 33Q: 3 clusters Score -413542.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -413549.531250 Penalty: 4032.947510
	Iteration 34Q: 3 clusters Score -413549.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -413559.812500 Penalty: 4032.947510
	Iteration 35Q: 3 clusters Score -413559.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -413573.687500 Penalty: 4032.947510
	Iteration 36Q: 3 clusters Score -413573.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -413586.843750 Penalty: 4032.947510
	Iteration 37Q: 3 clusters Score -413586.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -413610.125000 Penalty: 4032.947510
	Iteration 38Q: 3 clusters Score -413610.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -413628.781250 Penalty: 4032.947510
	Iteration 39Q: 3 clusters Score -413628.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -413655.125000 Penalty: 4032.947510
	Iteration 40F: 3 clusters Score -413655.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -413669.031250 Penalty: 4032.947510
	Iteration 41Q: 3 clusters Score -413669 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -413691.562500 Penalty: 4032.947510
	Iteration 42Q: 3 clusters Score -413691.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -413715.343750 Penalty: 4032.947510
	Iteration 43Q: 3 clusters Score -413715.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -413741.812500 Penalty: 4032.947510
	Iteration 44Q: 3 clusters Score -413741.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -413768.500000 Penalty: 4032.947510
	Iteration 45Q: 3 clusters Score -413768.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -413793.937500 Penalty: 4032.947510
	Iteration 46Q: 3 clusters Score -413793.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -413809.906250 Penalty: 4032.947510
	Iteration 47Q: 3 clusters Score -413809.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -413831.468750 Penalty: 4032.947510
	Iteration 48Q: 3 clusters Score -413831.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -413848.156250 Penalty: 4032.947510
	Iteration 49Q: 3 clusters Score -413848.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -413864.687500 Penalty: 4032.947510
	Iteration 50Q: 3 clusters Score -413864.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -413879.875000 Penalty: 4032.947510
	Iteration 51Q: 3 clusters Score -413879.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -413893.812500 Penalty: 4032.947510
	Iteration 52Q: 3 clusters Score -413893.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -413911.125000 Penalty: 4032.947510
	Iteration 53Q: 3 clusters Score -413911.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -413929.281250 Penalty: 4032.947510
	Iteration 54Q: 3 clusters Score -413929.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -413940.687500 Penalty: 4032.947510
	Iteration 55Q: 3 clusters Score -413940.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -413952.812500 Penalty: 4032.947510
	Iteration 56Q: 3 clusters Score -413952.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -413974.781250 Penalty: 4032.947510
	Iteration 57Q: 3 clusters Score -413974.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -414007.937500 Penalty: 4032.947510
	Iteration 58Q: 3 clusters Score -414007.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -414035.500000 Penalty: 4032.947510
	Iteration 59Q: 3 clusters Score -414035.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -414058.250000 Penalty: 4032.947510
	Iteration 60F: 3 clusters Score -414058.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -414075.218750 Penalty: 4032.947510
	Iteration 61Q: 3 clusters Score -414075.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -414098.687500 Penalty: 4032.947510
	Iteration 62Q: 3 clusters Score -414098.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -414110.968750 Penalty: 4032.947510
	Iteration 63Q: 3 clusters Score -414111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -414121.750000 Penalty: 4032.947510
	Iteration 64Q: 3 clusters Score -414121.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -414129.250000 Penalty: 4032.947510
	Iteration 65Q: 3 clusters Score -414129.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -414140.531250 Penalty: 4032.947510
	Iteration 66Q: 3 clusters Score -414140.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -414152.375000 Penalty: 4032.947510
	Iteration 67Q: 3 clusters Score -414152.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -414155.125000 Penalty: 4032.947510
	Iteration 68Q: 3 clusters Score -414155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -414161.562500 Penalty: 4032.947510
	Iteration 69Q: 3 clusters Score -414161.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -414165.812500 Penalty: 4032.947510
	Iteration 70Q: 3 clusters Score -414165.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -414167.750000 Penalty: 4032.947510
	Iteration 71Q: 3 clusters Score -414167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -414170.375000 Penalty: 4032.947510
	Iteration 72Q: 3 clusters Score -414170.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -414171.343750 Penalty: 4032.947510
	Iteration 73Q: 3 clusters Score -414171.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -414171.343750 Penalty: 4032.947510
	Iteration 74F: 3 clusters Score -414171.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Entering Unmasked Estep 
Score: -1552728.875000 Penalty: 2350.144775
	Iteration 0F: 2 clusters Score -1552729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1543141.000000 Penalty: 4700.289551
	Iteration 0F: 3 clusters Score -1543141 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1546091.625000 Penalty: 4700.289551
	Iteration 1F: 3 clusters Score -1546092 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1546563.875000 Penalty: 4700.289551
	Iteration 2F: 3 clusters Score -1546564 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1547064.375000 Penalty: 4700.289551
	Iteration 3F: 3 clusters Score -1547064 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1547690.000000 Penalty: 4700.289551
	Iteration 4F: 3 clusters Score -1547690 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1548459.750000 Penalty: 4700.289551
	Iteration 5F: 3 clusters Score -1548460 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1549185.625000 Penalty: 4700.289551
	Iteration 6F: 3 clusters Score -1549186 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1549761.250000 Penalty: 4700.289551
	Iteration 7F: 3 clusters Score -1549761 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1550144.625000 Penalty: 4700.289551
	Iteration 8Q: 3 clusters Score -1550145 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1550388.625000 Penalty: 4700.289551
	Iteration 9Q: 3 clusters Score -1550389 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1550545.250000 Penalty: 4700.289551
	Iteration 10Q: 3 clusters Score -1550545 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1550632.750000 Penalty: 4700.289551
	Iteration 11Q: 3 clusters Score -1550633 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1550688.500000 Penalty: 4700.289551
	Iteration 12Q: 3 clusters Score -1550688 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1550728.375000 Penalty: 4700.289551
	Iteration 13Q: 3 clusters Score -1550728 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1550749.625000 Penalty: 4700.289551
	Iteration 14Q: 3 clusters Score -1550750 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1550774.250000 Penalty: 4700.289551
	Iteration 15Q: 3 clusters Score -1550774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1550790.750000 Penalty: 4700.289551
	Iteration 16Q: 3 clusters Score -1550791 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1550799.875000 Penalty: 4700.289551
	Iteration 17Q: 3 clusters Score -1550800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1550804.000000 Penalty: 4700.289551
	Iteration 18Q: 3 clusters Score -1550804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1550812.750000 Penalty: 4700.289551
	Iteration 19Q: 3 clusters Score -1550813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1550817.750000 Penalty: 4700.289551
	Iteration 20F: 3 clusters Score -1550818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1550817.500000 Penalty: 4700.289551
	Iteration 21Q: 3 clusters Score -1550818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1550820.500000 Penalty: 4700.289551
	Iteration 22Q: 3 clusters Score -1550820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1550817.125000 Penalty: 4700.289551
	Iteration 23Q: 3 clusters Score -1550817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1550818.250000 Penalty: 4700.289551
	Iteration 24Q: 3 clusters Score -1550818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1550820.875000 Penalty: 4700.289551
	Iteration 25Q: 3 clusters Score -1550821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1550822.000000 Penalty: 4700.289551
	Iteration 26Q: 3 clusters Score -1550822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1550831.500000 Penalty: 4700.289551
	Iteration 27Q: 3 clusters Score -1550832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1550835.000000 Penalty: 4700.289551
	Iteration 28Q: 3 clusters Score -1550835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1550837.250000 Penalty: 4700.289551
	Iteration 29Q: 3 clusters Score -1550837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1550841.500000 Penalty: 4700.289551
	Iteration 30Q: 3 clusters Score -1550842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1550848.125000 Penalty: 4700.289551
	Iteration 31Q: 3 clusters Score -1550848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1550849.000000 Penalty: 4700.289551
	Iteration 32Q: 3 clusters Score -1550849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1550849.375000 Penalty: 4700.289551
	Iteration 33Q: 3 clusters Score -1550849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1550855.125000 Penalty: 4700.289551
	Iteration 34Q: 3 clusters Score -1550855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1550856.500000 Penalty: 4700.289551
	Iteration 35Q: 3 clusters Score -1550856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1550862.000000 Penalty: 4700.289551
	Iteration 36Q: 3 clusters Score -1550862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1550860.375000 Penalty: 4700.289551
	Iteration 37Q: 3 clusters Score -1550860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1550864.875000 Penalty: 4700.289551
	Iteration 38Q: 3 clusters Score -1550865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1550864.125000 Penalty: 4700.289551
	Iteration 39Q: 3 clusters Score -1550864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1550869.500000 Penalty: 4700.289551
	Iteration 40F: 3 clusters Score -1550870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1550869.250000 Penalty: 4700.289551
	Iteration 41Q: 3 clusters Score -1550869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1550871.000000 Penalty: 4700.289551
	Iteration 42Q: 3 clusters Score -1550871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1550867.625000 Penalty: 4700.289551
	Iteration 43Q: 3 clusters Score -1550868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1550867.625000 Penalty: 4700.289551
	Iteration 44Q: 3 clusters Score -1550868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1550866.125000 Penalty: 4700.289551
	Iteration 45Q: 3 clusters Score -1550866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1550869.125000 Penalty: 4700.289551
	Iteration 46Q: 3 clusters Score -1550869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1550869.125000 Penalty: 4700.289551
	Iteration 47F: 3 clusters Score -1550869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Entering Unmasked Estep 
Score: -531000.250000 Penalty: 2115.711914
	Iteration 0F: 2 clusters Score -531000.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -526479.375000 Penalty: 4231.423828
	Iteration 0F: 3 clusters Score -526479.4 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -528007.562500 Penalty: 4231.423828
	Iteration 1F: 3 clusters Score -528007.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -528749.562500 Penalty: 4231.423828
	Iteration 2F: 3 clusters Score -528749.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -529655.250000 Penalty: 4231.423828
	Iteration 3F: 3 clusters Score -529655.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -530506.687500 Penalty: 4231.423828
	Iteration 4F: 3 clusters Score -530506.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -531042.562500 Penalty: 4231.423828
	Iteration 5F: 3 clusters Score -531042.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -531378.437500 Penalty: 4231.423828
	Iteration 6F: 3 clusters Score -531378.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -531645.937500 Penalty: 4231.423828
	Iteration 7Q: 3 clusters Score -531645.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -531916.000000 Penalty: 4231.423828
	Iteration 8Q: 3 clusters Score -531916 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -532141.125000 Penalty: 4231.423828
	Iteration 9Q: 3 clusters Score -532141.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -532287.000000 Penalty: 4231.423828
	Iteration 10Q: 3 clusters Score -532287 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -532376.875000 Penalty: 4231.423828
	Iteration 11Q: 3 clusters Score -532376.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -532414.562500 Penalty: 4231.423828
	Iteration 12Q: 3 clusters Score -532414.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -532446.937500 Penalty: 4231.423828
	Iteration 13Q: 3 clusters Score -532446.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -532472.625000 Penalty: 4231.423828
	Iteration 14Q: 3 clusters Score -532472.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -532488.125000 Penalty: 4231.423828
	Iteration 15Q: 3 clusters Score -532488.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -532502.562500 Penalty: 4231.423828
	Iteration 16Q: 3 clusters Score -532502.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -532512.937500 Penalty: 4231.423828
	Iteration 17Q: 3 clusters Score -532512.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -532515.125000 Penalty: 4231.423828
	Iteration 18Q: 3 clusters Score -532515.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -532516.000000 Penalty: 4231.423828
	Iteration 19Q: 3 clusters Score -532516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -532517.500000 Penalty: 4231.423828
	Iteration 20F: 3 clusters Score -532517.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -532519.750000 Penalty: 4231.423828
	Iteration 21Q: 3 clusters Score -532519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -532521.125000 Penalty: 4231.423828
	Iteration 22Q: 3 clusters Score -532521.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -532522.687500 Penalty: 4231.423828
	Iteration 23Q: 3 clusters Score -532522.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -532523.687500 Penalty: 4231.423828
	Iteration 24Q: 3 clusters Score -532523.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -532525.937500 Penalty: 4231.423828
	Iteration 25Q: 3 clusters Score -532525.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -532525.937500 Penalty: 4231.423828
	Iteration 26Q: 3 clusters Score -532525.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -532526.812500 Penalty: 4231.423828
	Iteration 27Q: 3 clusters Score -532526.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -532527.687500 Penalty: 4231.423828
	Iteration 28Q: 3 clusters Score -532527.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -532528.312500 Penalty: 4231.423828
	Iteration 29Q: 3 clusters Score -532528.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -532529.000000 Penalty: 4231.423828
	Iteration 30Q: 3 clusters Score -532529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -532529.000000 Penalty: 4231.423828
	Iteration 31F: 3 clusters Score -532529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24627 members 
Mstep: Class 4 contains 5766 members 
Mstep: Class 5 contains 6777 members 
Mstep: Class 6 contains 200975 members 
Mstep: Class 7 contains 48867 members 
Mstep: Class 8 contains 257633 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 25516 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10927 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 11793 members 
Mstep: Class 15 contains 823 members 
Mstep: Class 16 contains 61226 members 
Mstep: Class 17 contains 181540 members 
Mstep: Class 18 contains 50412 members 
Mstep: Class 19 contains 225456 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13048 members 
Mstep: Class 22 contains 1595 members 
Mstep: Class 23 contains 33223 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 33098 members 
Mstep: Class 26 contains 13753 members 
Mstep: Class 27 contains 4215 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 3475 members 
Entering Unmasked Estep 
Score: -148031088.000000 Penalty: 100940.453125
Splitting cluster 22 changes total score from -148030224.000000 to -148031088.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 23 (33223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Entering Unmasked Estep 
Score: -3760998.000000 Penalty: 2581.927246
	Iteration 0F: 2 clusters Score -3760998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -3738443.250000 Penalty: 5163.854492
	Iteration 0F: 3 clusters Score -3738443 nChanged 14989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3746555.250000 Penalty: 5163.854492
	Iteration 1F: 3 clusters Score -3746555 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -3747186.500000 Penalty: 5163.854492
	Iteration 2F: 3 clusters Score -3747186 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -3747898.000000 Penalty: 5163.854492
	Iteration 3Q: 3 clusters Score -3747898 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -3748710.500000 Penalty: 5163.854492
	Iteration 4Q: 3 clusters Score -3748710 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3749731.250000 Penalty: 5163.854492
	Iteration 5F: 3 clusters Score -3749731 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3750909.750000 Penalty: 5163.854492
	Iteration 6F: 3 clusters Score -3750910 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -3752151.000000 Penalty: 5163.854492
	Iteration 7F: 3 clusters Score -3752151 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3753517.000000 Penalty: 5163.854492
	Iteration 8F: 3 clusters Score -3753517 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -3754622.750000 Penalty: 5163.854492
	Iteration 9Q: 3 clusters Score -3754623 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -3755304.500000 Penalty: 5163.854492
	Iteration 10Q: 3 clusters Score -3755304 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -3755732.500000 Penalty: 5163.854492
	Iteration 11Q: 3 clusters Score -3755732 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -3756055.500000 Penalty: 5163.854492
	Iteration 12Q: 3 clusters Score -3756056 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -3756367.750000 Penalty: 5163.854492
	Iteration 13Q: 3 clusters Score -3756368 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -3756673.000000 Penalty: 5163.854492
	Iteration 14Q: 3 clusters Score -3756673 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3756941.250000 Penalty: 5163.854492
	Iteration 15Q: 3 clusters Score -3756941 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -3757202.500000 Penalty: 5163.854492
	Iteration 16Q: 3 clusters Score -3757202 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3757457.750000 Penalty: 5163.854492
	Iteration 17Q: 3 clusters Score -3757458 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -3757692.250000 Penalty: 5163.854492
	Iteration 18Q: 3 clusters Score -3757692 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3757943.500000 Penalty: 5163.854492
	Iteration 19Q: 3 clusters Score -3757944 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3758172.000000 Penalty: 5163.854492
	Iteration 20F: 3 clusters Score -3758172 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -3758445.250000 Penalty: 5163.854492
	Iteration 21Q: 3 clusters Score -3758445 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3758718.500000 Penalty: 5163.854492
	Iteration 22Q: 3 clusters Score -3758718 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -3758952.750000 Penalty: 5163.854492
	Iteration 23Q: 3 clusters Score -3758953 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -3759167.500000 Penalty: 5163.854492
	Iteration 24Q: 3 clusters Score -3759168 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3759346.250000 Penalty: 5163.854492
	Iteration 25Q: 3 clusters Score -3759346 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -3759461.000000 Penalty: 5163.854492
	Iteration 26Q: 3 clusters Score -3759461 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -3759570.000000 Penalty: 5163.854492
	Iteration 27Q: 3 clusters Score -3759570 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -3759661.250000 Penalty: 5163.854492
	Iteration 28Q: 3 clusters Score -3759661 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -3759736.500000 Penalty: 5163.854492
	Iteration 29Q: 3 clusters Score -3759736 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -3759809.000000 Penalty: 5163.854492
	Iteration 30Q: 3 clusters Score -3759809 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -3759874.250000 Penalty: 5163.854492
	Iteration 31Q: 3 clusters Score -3759874 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -3759920.000000 Penalty: 5163.854492
	Iteration 32Q: 3 clusters Score -3759920 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -3759967.250000 Penalty: 5163.854492
	Iteration 33Q: 3 clusters Score -3759967 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3760009.000000 Penalty: 5163.854492
	Iteration 34Q: 3 clusters Score -3760009 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3760042.250000 Penalty: 5163.854492
	Iteration 35Q: 3 clusters Score -3760042 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -3760074.250000 Penalty: 5163.854492
	Iteration 36Q: 3 clusters Score -3760074 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -3760098.000000 Penalty: 5163.854492
	Iteration 37Q: 3 clusters Score -3760098 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3760123.000000 Penalty: 5163.854492
	Iteration 38Q: 3 clusters Score -3760123 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3760140.750000 Penalty: 5163.854492
	Iteration 39Q: 3 clusters Score -3760141 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3760154.250000 Penalty: 5163.854492
	Iteration 40F: 3 clusters Score -3760154 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3760183.500000 Penalty: 5163.854492
	Iteration 41Q: 3 clusters Score -3760184 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3760198.000000 Penalty: 5163.854492
	Iteration 42Q: 3 clusters Score -3760198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3760217.500000 Penalty: 5163.854492
	Iteration 43Q: 3 clusters Score -3760218 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3760224.000000 Penalty: 5163.854492
	Iteration 44Q: 3 clusters Score -3760224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3760238.250000 Penalty: 5163.854492
	Iteration 45Q: 3 clusters Score -3760238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3760239.250000 Penalty: 5163.854492
	Iteration 46Q: 3 clusters Score -3760239 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -3760243.500000 Penalty: 5163.854492
	Iteration 47Q: 3 clusters Score -3760244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3760258.500000 Penalty: 5163.854492
	Iteration 48Q: 3 clusters Score -3760258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3760270.250000 Penalty: 5163.854492
	Iteration 49Q: 3 clusters Score -3760270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -3760281.000000 Penalty: 5163.854492
	Iteration 50Q: 3 clusters Score -3760281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -3760290.500000 Penalty: 5163.854492
	Iteration 51Q: 3 clusters Score -3760290 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3760303.000000 Penalty: 5163.854492
	Iteration 52Q: 3 clusters Score -3760303 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3760307.750000 Penalty: 5163.854492
	Iteration 53Q: 3 clusters Score -3760308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -3760332.000000 Penalty: 5163.854492
	Iteration 54Q: 3 clusters Score -3760332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3760334.000000 Penalty: 5163.854492
	Iteration 55Q: 3 clusters Score -3760334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3760335.750000 Penalty: 5163.854492
	Iteration 56Q: 3 clusters Score -3760336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3760344.250000 Penalty: 5163.854492
	Iteration 57Q: 3 clusters Score -3760344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3760344.750000 Penalty: 5163.854492
	Iteration 58Q: 3 clusters Score -3760345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3760347.500000 Penalty: 5163.854492
	Iteration 59Q: 3 clusters Score -3760348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3760351.750000 Penalty: 5163.854492
	Iteration 60F: 3 clusters Score -3760352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3760354.500000 Penalty: 5163.854492
	Iteration 61Q: 3 clusters Score -3760354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3760352.000000 Penalty: 5163.854492
	Iteration 62Q: 3 clusters Score -3760352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3760354.250000 Penalty: 5163.854492
	Iteration 63Q: 3 clusters Score -3760354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3760352.500000 Penalty: 5163.854492
	Iteration 64Q: 3 clusters Score -3760352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3760355.000000 Penalty: 5163.854492
	Iteration 65Q: 3 clusters Score -3760355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -3760358.500000 Penalty: 5163.854492
	Iteration 66Q: 3 clusters Score -3760358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3760358.000000 Penalty: 5163.854492
	Iteration 67Q: 3 clusters Score -3760358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -3760360.500000 Penalty: 5163.854492
	Iteration 68Q: 3 clusters Score -3760360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3760360.500000 Penalty: 5163.854492
	Iteration 69Q: 3 clusters Score -3760360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3760360.500000 Penalty: 5163.854492
	Iteration 70F: 3 clusters Score -3760360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -71573.203125 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -71573.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -70030.765625 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -70030.77 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70537.835938 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -70537.84 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -70790.921875 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -70790.92 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -71122.210938 Penalty: 3269.470215
	Iteration 3F: 3 clusters Score -71122.21 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -71495.023438 Penalty: 3269.470215
	Iteration 4F: 3 clusters Score -71495.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -72253.687500 Penalty: 3269.470215
	Iteration 5F: 3 clusters Score -72253.69 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -73834.546875 Penalty: 3269.470215
	Iteration 6F: 3 clusters Score -73834.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -75509.890625 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -75509.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -75523.250000 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -75523.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -75525.398438 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -75525.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -75536.835938 Penalty: 3269.470215
	Iteration 10F: 3 clusters Score -75536.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -75554.382812 Penalty: 3269.470215
	Iteration 11Q: 3 clusters Score -75554.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -75568.390625 Penalty: 3269.470215
	Iteration 12Q: 3 clusters Score -75568.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -75585.625000 Penalty: 3269.470215
	Iteration 13Q: 3 clusters Score -75585.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -75591.375000 Penalty: 3269.470215
	Iteration 14Q: 3 clusters Score -75591.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -75600.554688 Penalty: 3269.470215
	Iteration 15Q: 3 clusters Score -75600.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -75601.710938 Penalty: 3269.470215
	Iteration 16F: 3 clusters Score -75601.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -75611.679688 Penalty: 3269.470215
	Iteration 17Q: 3 clusters Score -75611.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -75617.984375 Penalty: 3269.470215
	Iteration 18Q: 3 clusters Score -75617.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -75627.453125 Penalty: 3269.470215
	Iteration 19Q: 3 clusters Score -75627.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -75634.773438 Penalty: 3269.470215
	Iteration 20F: 3 clusters Score -75634.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24627 members 
Mstep: Class 4 contains 5766 members 
Mstep: Class 5 contains 6777 members 
Mstep: Class 6 contains 200975 members 
Mstep: Class 7 contains 48867 members 
Mstep: Class 8 contains 257633 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 25516 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10927 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 11793 members 
Mstep: Class 15 contains 823 members 
Mstep: Class 16 contains 61226 members 
Mstep: Class 17 contains 181540 members 
Mstep: Class 18 contains 50412 members 
Mstep: Class 19 contains 225456 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13048 members 
Mstep: Class 22 contains 1595 members 
Mstep: Class 23 contains 33223 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 33098 members 
Mstep: Class 26 contains 13753 members 
Mstep: Class 27 contains 4215 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 3475 members 
Mstep: Class 30 contains 540 members 
Entering Unmasked Estep 
Score: -148033344.000000 Penalty: 104421.156250
Splitting cluster 24 changes total score from -148030224.000000 to -148033344.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 25 (33098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Entering Unmasked Estep 
Score: -4117520.250000 Penalty: 2580.992676
	Iteration 0F: 2 clusters Score -4117520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -4094924.750000 Penalty: 5161.985352
	Iteration 0F: 3 clusters Score -4094925 nChanged 15012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -4102914.750000 Penalty: 5161.985352
	Iteration 1F: 3 clusters Score -4102915 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -4103294.500000 Penalty: 5161.985352
	Iteration 2Q: 3 clusters Score -4103294 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -4103594.250000 Penalty: 5161.985352
	Iteration 3Q: 3 clusters Score -4103594 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -4103912.500000 Penalty: 5161.985352
	Iteration 4Q: 3 clusters Score -4103912 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -4104141.000000 Penalty: 5161.985352
	Iteration 5Q: 3 clusters Score -4104141 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -4104383.750000 Penalty: 5161.985352
	Iteration 6Q: 3 clusters Score -4104384 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -4104620.500000 Penalty: 5161.985352
	Iteration 7Q: 3 clusters Score -4104620 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -4104882.750000 Penalty: 5161.985352
	Iteration 8Q: 3 clusters Score -4104883 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -4105216.500000 Penalty: 5161.985352
	Iteration 9Q: 3 clusters Score -4105216 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -4105622.750000 Penalty: 5161.985352
	Iteration 10Q: 3 clusters Score -4105623 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -4106197.750000 Penalty: 5161.985352
	Iteration 11Q: 3 clusters Score -4106198 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -4107015.000000 Penalty: 5161.985352
	Iteration 12Q: 3 clusters Score -4107015 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -4108188.500000 Penalty: 5161.985352
	Iteration 13F: 3 clusters Score -4108188 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -4109795.750000 Penalty: 5161.985352
	Iteration 14F: 3 clusters Score -4109796 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -4111540.000000 Penalty: 5161.985352
	Iteration 15F: 3 clusters Score -4111540 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -4113141.500000 Penalty: 5161.985352
	Iteration 16F: 3 clusters Score -4113142 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -4114218.250000 Penalty: 5161.985352
	Iteration 17Q: 3 clusters Score -4114218 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -4114703.000000 Penalty: 5161.985352
	Iteration 18Q: 3 clusters Score -4114703 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -4114938.000000 Penalty: 5161.985352
	Iteration 19Q: 3 clusters Score -4114938 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -4115073.500000 Penalty: 5161.985352
	Iteration 20F: 3 clusters Score -4115074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -4115138.000000 Penalty: 5161.985352
	Iteration 21Q: 3 clusters Score -4115138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -4115177.000000 Penalty: 5161.985352
	Iteration 22Q: 3 clusters Score -4115177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -4115207.500000 Penalty: 5161.985352
	Iteration 23Q: 3 clusters Score -4115208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4115227.500000 Penalty: 5161.985352
	Iteration 24Q: 3 clusters Score -4115228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -4115237.250000 Penalty: 5161.985352
	Iteration 25Q: 3 clusters Score -4115237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -4115248.750000 Penalty: 5161.985352
	Iteration 26Q: 3 clusters Score -4115249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -4115258.000000 Penalty: 5161.985352
	Iteration 27Q: 3 clusters Score -4115258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -4115263.750000 Penalty: 5161.985352
	Iteration 28Q: 3 clusters Score -4115264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -4115271.250000 Penalty: 5161.985352
	Iteration 29Q: 3 clusters Score -4115271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -4115273.500000 Penalty: 5161.985352
	Iteration 30Q: 3 clusters Score -4115274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -4115273.500000 Penalty: 5161.985352
	Iteration 31F: 3 clusters Score -4115274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (13753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Entering Unmasked Estep 
Score: -1585395.000000 Penalty: 2363.195068
	Iteration 0F: 2 clusters Score -1585395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1575352.500000 Penalty: 4726.390137
	Iteration 0F: 3 clusters Score -1575352 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1578663.250000 Penalty: 4726.390137
	Iteration 1F: 3 clusters Score -1578663 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1579238.875000 Penalty: 4726.390137
	Iteration 2F: 3 clusters Score -1579239 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1579779.875000 Penalty: 4726.390137
	Iteration 3F: 3 clusters Score -1579780 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1580328.000000 Penalty: 4726.390137
	Iteration 4F: 3 clusters Score -1580328 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1580974.375000 Penalty: 4726.390137
	Iteration 5F: 3 clusters Score -1580974 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1581674.750000 Penalty: 4726.390137
	Iteration 6F: 3 clusters Score -1581675 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1582476.375000 Penalty: 4726.390137
	Iteration 7F: 3 clusters Score -1582476 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1583356.500000 Penalty: 4726.390137
	Iteration 8F: 3 clusters Score -1583356 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1584270.125000 Penalty: 4726.390137
	Iteration 9F: 3 clusters Score -1584270 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1584983.500000 Penalty: 4726.390137
	Iteration 10F: 3 clusters Score -1584984 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1585454.250000 Penalty: 4726.390137
	Iteration 11Q: 3 clusters Score -1585454 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1585746.125000 Penalty: 4726.390137
	Iteration 12Q: 3 clusters Score -1585746 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1585958.250000 Penalty: 4726.390137
	Iteration 13Q: 3 clusters Score -1585958 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1586127.625000 Penalty: 4726.390137
	Iteration 14Q: 3 clusters Score -1586128 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1586235.250000 Penalty: 4726.390137
	Iteration 15Q: 3 clusters Score -1586235 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1586304.125000 Penalty: 4726.390137
	Iteration 16Q: 3 clusters Score -1586304 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1586349.875000 Penalty: 4726.390137
	Iteration 17Q: 3 clusters Score -1586350 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1586373.625000 Penalty: 4726.390137
	Iteration 18Q: 3 clusters Score -1586374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1586385.000000 Penalty: 4726.390137
	Iteration 19Q: 3 clusters Score -1586385 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1586394.000000 Penalty: 4726.390137
	Iteration 20F: 3 clusters Score -1586394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1586401.000000 Penalty: 4726.390137
	Iteration 21Q: 3 clusters Score -1586401 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1586413.125000 Penalty: 4726.390137
	Iteration 22Q: 3 clusters Score -1586413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1586418.875000 Penalty: 4726.390137
	Iteration 23Q: 3 clusters Score -1586419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1586422.375000 Penalty: 4726.390137
	Iteration 24Q: 3 clusters Score -1586422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1586423.500000 Penalty: 4726.390137
	Iteration 25Q: 3 clusters Score -1586424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1586423.750000 Penalty: 4726.390137
	Iteration 26Q: 3 clusters Score -1586424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1586428.625000 Penalty: 4726.390137
	Iteration 27Q: 3 clusters Score -1586429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1586425.375000 Penalty: 4726.390137
	Iteration 28Q: 3 clusters Score -1586425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1586430.125000 Penalty: 4726.390137
	Iteration 29Q: 3 clusters Score -1586430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1586430.625000 Penalty: 4726.390137
	Iteration 30Q: 3 clusters Score -1586431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1586431.000000 Penalty: 4726.390137
	Iteration 31Q: 3 clusters Score -1586431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1586430.250000 Penalty: 4726.390137
	Iteration 32Q: 3 clusters Score -1586430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1586430.375000 Penalty: 4726.390137
	Iteration 33Q: 3 clusters Score -1586430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1586431.750000 Penalty: 4726.390137
	Iteration 34Q: 3 clusters Score -1586432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1586430.250000 Penalty: 4726.390137
	Iteration 35Q: 3 clusters Score -1586430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1586432.375000 Penalty: 4726.390137
	Iteration 36Q: 3 clusters Score -1586432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1586433.000000 Penalty: 4726.390137
	Iteration 37Q: 3 clusters Score -1586433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1586429.375000 Penalty: 4726.390137
	Iteration 38Q: 3 clusters Score -1586429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1586432.125000 Penalty: 4726.390137
	Iteration 39Q: 3 clusters Score -1586432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1586432.125000 Penalty: 4726.390137
	Iteration 40F: 3 clusters Score -1586432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24627 members 
Mstep: Class 4 contains 5766 members 
Mstep: Class 5 contains 6777 members 
Mstep: Class 6 contains 200975 members 
Mstep: Class 7 contains 48867 members 
Mstep: Class 8 contains 257633 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 25516 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10927 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 11793 members 
Mstep: Class 15 contains 823 members 
Mstep: Class 16 contains 61226 members 
Mstep: Class 17 contains 181540 members 
Mstep: Class 18 contains 50412 members 
Mstep: Class 19 contains 225456 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13048 members 
Mstep: Class 22 contains 1595 members 
Mstep: Class 23 contains 33223 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 33098 members 
Mstep: Class 26 contains 8140 members 
Mstep: Class 27 contains 4215 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 3475 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 5613 members 
Entering Unmasked Estep 
Score: -148033472.000000 Penalty: 107901.867188
Splitting cluster 26 changes total score from -148030224.000000 to -148033472.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 27 (4215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Entering Unmasked Estep 
Score: -484650.812500 Penalty: 2069.908447
	Iteration 0F: 2 clusters Score -484650.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -480658.375000 Penalty: 4139.816895
	Iteration 0F: 3 clusters Score -480658.4 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -481622.718750 Penalty: 4139.816895
	Iteration 1F: 3 clusters Score -481622.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -482021.000000 Penalty: 4139.816895
	Iteration 2F: 3 clusters Score -482021 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -482422.375000 Penalty: 4139.816895
	Iteration 3F: 3 clusters Score -482422.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -482902.781250 Penalty: 4139.816895
	Iteration 4F: 3 clusters Score -482902.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -483489.406250 Penalty: 4139.816895
	Iteration 5F: 3 clusters Score -483489.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -483972.968750 Penalty: 4139.816895
	Iteration 6F: 3 clusters Score -483973 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -484319.718750 Penalty: 4139.816895
	Iteration 7F: 3 clusters Score -484319.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -484661.406250 Penalty: 4139.816895
	Iteration 8F: 3 clusters Score -484661.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -485021.812500 Penalty: 4139.816895
	Iteration 9Q: 3 clusters Score -485021.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -485438.875000 Penalty: 4139.816895
	Iteration 10Q: 3 clusters Score -485438.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -485706.562500 Penalty: 4139.816895
	Iteration 11Q: 3 clusters Score -485706.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -485760.000000 Penalty: 4139.816895
	Iteration 12Q: 3 clusters Score -485760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -485779.937500 Penalty: 4139.816895
	Iteration 13Q: 3 clusters Score -485779.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -485808.781250 Penalty: 4139.816895
	Iteration 14Q: 3 clusters Score -485808.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -485864.187500 Penalty: 4139.816895
	Iteration 15Q: 3 clusters Score -485864.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -485914.968750 Penalty: 4139.816895
	Iteration 16Q: 3 clusters Score -485915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -485943.781250 Penalty: 4139.816895
	Iteration 17Q: 3 clusters Score -485943.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -485952.687500 Penalty: 4139.816895
	Iteration 18Q: 3 clusters Score -485952.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -485958.500000 Penalty: 4139.816895
	Iteration 19Q: 3 clusters Score -485958.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -485961.156250 Penalty: 4139.816895
	Iteration 20F: 3 clusters Score -485961.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -485963.312500 Penalty: 4139.816895
	Iteration 21Q: 3 clusters Score -485963.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -485964.750000 Penalty: 4139.816895
	Iteration 22Q: 3 clusters Score -485964.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -485965.031250 Penalty: 4139.816895
	Iteration 23Q: 3 clusters Score -485965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -485965.468750 Penalty: 4139.816895
	Iteration 24Q: 3 clusters Score -485965.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -485965.468750 Penalty: 4139.816895
	Iteration 25F: 3 clusters Score -485965.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24627 members 
Mstep: Class 4 contains 5766 members 
Mstep: Class 5 contains 6777 members 
Mstep: Class 6 contains 200975 members 
Mstep: Class 7 contains 48867 members 
Mstep: Class 8 contains 257633 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 25516 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10927 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 11793 members 
Mstep: Class 15 contains 823 members 
Mstep: Class 16 contains 61226 members 
Mstep: Class 17 contains 181540 members 
Mstep: Class 18 contains 50412 members 
Mstep: Class 19 contains 225456 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13048 members 
Mstep: Class 22 contains 1595 members 
Mstep: Class 23 contains 33223 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 33098 members 
Mstep: Class 26 contains 8140 members 
Mstep: Class 27 contains 1635 members 
Mstep: Class 28 contains 720 members 
Mstep: Class 29 contains 3475 members 
Mstep: Class 30 contains 540 members 
Mstep: Class 31 contains 5613 members 
Mstep: Class 32 contains 2580 members 
Entering Unmasked Estep 
Score: -148033392.000000 Penalty: 111382.570312
Splitting cluster 27 changes total score from -148030224.000000 to -148033392.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24627 members 
Mstep: Class 4 contains 5766 members 
Mstep: Class 5 contains 6777 members 
Mstep: Class 6 contains 200975 members 
Mstep: Class 7 contains 48867 members 
Mstep: Class 8 contains 257633 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 25516 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 10927 members 
Mstep: Class 13 contains 4621 members 
Mstep: Class 14 contains 11793 members 
Mstep: Class 15 contains 823 members 
Mstep: Class 16 contains 61226 members 
Mstep: Class 17 contains 181540 members 
Mstep: Class 18 contains 50412 members 
Mstep: Class 19 contains 225456 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13048 members 
Mstep: Class 22 contains 1595 members 
Mstep: Class 23 contains 33223 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 33098 members 
Mstep: Class 26 contains 8140 members 
Mstep: Class 27 contains 1635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148035264.000000 Penalty: 111382.570312
Iteration 79Q: 33 clusters Score -1.480353e+08 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 794 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 1974 members 
Mstep: Class 3 contains 24630 members 
Mstep: Class 4 contains 5786 members 
Mstep: Class 5 contains 6804 members 
Mstep: Class 6 contains 201105 members 
Mstep: Class 7 contains 48857 members 
Mstep: Class 8 contains 257772 members 
Mstep: Class 9 contains 2888 members 
Mstep: Class 10 contains 25453 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 11016 members 
Mstep: Class 13 contains 4619 members 
Mstep: Class 14 contains 11814 members 
Mstep: Class 15 contains 823 members 
Mstep: Class 16 contains 61178 members 
Mstep: Class 17 contains 181576 members 
Mstep: Class 18 contains 50388 members 
Mstep: Class 19 contains 225446 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 13017 members 
Mstep: Class 22 contains 1802 members 
Mstep: Class 23 contains 33367 members 
Mstep: Class 24 contains 189 members 
Mstep: Class 25 contains 33137 members 
Mstep: Class 26 contains 8050 members 
Mstep: Class 27 contains 1684 members 
Mstep: Class 28 contains 722 members 
Mstep: Class 29 contains 3315 members 
Mstep: Class 30 contains 543 members 
Mstep: Class 31 contains 5165 members 
Mstep: Class 32 contains 2524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148039760.000000 Penalty: 111382.570312
Iteration 80F: 33 clusters Score -1.480398e+08 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 731 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 1967 members 
Mstep: Class 3 contains 24627 members 
Mstep: Class 4 contains 5813 members 
Mstep: Class 5 contains 6818 members 
Mstep: Class 6 contains 201056 members 
Mstep: Class 7 contains 48842 members 
Mstep: Class 8 contains 257785 members 
Mstep: Class 9 contains 2890 members 
Mstep: Class 10 contains 25342 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 11063 members 
Mstep: Class 13 contains 4583 members 
Mstep: Class 14 contains 11824 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 60851 members 
Mstep: Class 17 contains 181514 members 
Mstep: Class 18 contains 50348 members 
Mstep: Class 19 contains 225363 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12917 members 
Mstep: Class 22 contains 1892 members 
Mstep: Class 23 contains 33274 members 
Mstep: Class 24 contains 242 members 
Mstep: Class 25 contains 33159 members 
Mstep: Class 26 contains 8055 members 
Mstep: Class 27 contains 1683 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 3581 members 
Mstep: Class 30 contains 579 members 
Mstep: Class 31 contains 5484 members 
Mstep: Class 32 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042448.000000 Penalty: 111382.570312
Iteration 81Q: 33 clusters Score -1.480424e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1966 members 
Mstep: Class 3 contains 24631 members 
Mstep: Class 4 contains 5851 members 
Mstep: Class 5 contains 6850 members 
Mstep: Class 6 contains 200991 members 
Mstep: Class 7 contains 48818 members 
Mstep: Class 8 contains 257813 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 10 contains 25288 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 11114 members 
Mstep: Class 13 contains 4567 members 
Mstep: Class 14 contains 11843 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 60620 members 
Mstep: Class 17 contains 181450 members 
Mstep: Class 18 contains 50290 members 
Mstep: Class 19 contains 225293 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12861 members 
Mstep: Class 22 contains 1925 members 
Mstep: Class 23 contains 33310 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 33188 members 
Mstep: Class 26 contains 8078 members 
Mstep: Class 27 contains 1682 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 3719 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 5643 members 
Mstep: Class 32 contains 2680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148043312.000000 Penalty: 111382.570312
Iteration 82Q: 33 clusters Score -1.480433e+08 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 1967 members 
Mstep: Class 3 contains 24636 members 
Mstep: Class 4 contains 5894 members 
Mstep: Class 5 contains 6881 members 
Mstep: Class 6 contains 200917 members 
Mstep: Class 7 contains 48796 members 
Mstep: Class 8 contains 257847 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 10 contains 25241 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 11163 members 
Mstep: Class 13 contains 4557 members 
Mstep: Class 14 contains 11858 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 60456 members 
Mstep: Class 17 contains 181396 members 
Mstep: Class 18 contains 50232 members 
Mstep: Class 19 contains 225212 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12825 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 33373 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 33211 members 
Mstep: Class 26 contains 8120 members 
Mstep: Class 27 contains 1685 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 3805 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 5745 members 
Mstep: Class 32 contains 2710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148043568.000000 Penalty: 111382.570312
Iteration 83Q: 33 clusters Score -1.480436e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 24646 members 
Mstep: Class 4 contains 5935 members 
Mstep: Class 5 contains 6905 members 
Mstep: Class 6 contains 200850 members 
Mstep: Class 7 contains 48770 members 
Mstep: Class 8 contains 257907 members 
Mstep: Class 9 contains 2892 members 
Mstep: Class 10 contains 25199 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 11202 members 
Mstep: Class 13 contains 4552 members 
Mstep: Class 14 contains 11860 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 60320 members 
Mstep: Class 17 contains 181356 members 
Mstep: Class 18 contains 50180 members 
Mstep: Class 19 contains 225151 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12803 members 
Mstep: Class 22 contains 1967 members 
Mstep: Class 23 contains 33411 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 33223 members 
Mstep: Class 26 contains 8143 members 
Mstep: Class 27 contains 1683 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 3881 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 5826 members 
Mstep: Class 32 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148043824.000000 Penalty: 111382.570312
Iteration 84Q: 33 clusters Score -1.480438e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 1965 members 
Mstep: Class 3 contains 24653 members 
Mstep: Class 4 contains 5972 members 
Mstep: Class 5 contains 6928 members 
Mstep: Class 6 contains 200792 members 
Mstep: Class 7 contains 48753 members 
Mstep: Class 8 contains 257953 members 
Mstep: Class 9 contains 2891 members 
Mstep: Class 10 contains 25165 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 11250 members 
Mstep: Class 13 contains 4546 members 
Mstep: Class 14 contains 11883 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 60238 members 
Mstep: Class 17 contains 181309 members 
Mstep: Class 18 contains 50128 members 
Mstep: Class 19 contains 225076 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12793 members 
Mstep: Class 22 contains 1984 members 
Mstep: Class 23 contains 33458 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 33234 members 
Mstep: Class 26 contains 8145 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 3918 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 5887 members 
Mstep: Class 32 contains 2750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148043872.000000 Penalty: 111382.570312
Iteration 85Q: 33 clusters Score -1.480439e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 1965 members 
Mstep: Class 3 contains 24664 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 5 contains 6950 members 
Mstep: Class 6 contains 200725 members 
Mstep: Class 7 contains 48749 members 
Mstep: Class 8 contains 257961 members 
Mstep: Class 9 contains 2891 members 
Mstep: Class 10 contains 25141 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 11295 members 
Mstep: Class 13 contains 4545 members 
Mstep: Class 14 contains 11893 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 60178 members 
Mstep: Class 17 contains 181284 members 
Mstep: Class 18 contains 50088 members 
Mstep: Class 19 contains 225026 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12779 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 33493 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 33248 members 
Mstep: Class 26 contains 8153 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 3943 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 5926 members 
Mstep: Class 32 contains 2772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148043840.000000 Penalty: 111382.570312
Iteration 86Q: 33 clusters Score -1.480438e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 1965 members 
Mstep: Class 3 contains 24670 members 
Mstep: Class 4 contains 6047 members 
Mstep: Class 5 contains 6972 members 
Mstep: Class 6 contains 200679 members 
Mstep: Class 7 contains 48757 members 
Mstep: Class 8 contains 257953 members 
Mstep: Class 9 contains 2891 members 
Mstep: Class 10 contains 25108 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 11332 members 
Mstep: Class 13 contains 4545 members 
Mstep: Class 14 contains 11889 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 60123 members 
Mstep: Class 17 contains 181273 members 
Mstep: Class 18 contains 50042 members 
Mstep: Class 19 contains 224994 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12765 members 
Mstep: Class 22 contains 2002 members 
Mstep: Class 23 contains 33508 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 33279 members 
Mstep: Class 26 contains 8159 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 3968 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 5960 members 
Mstep: Class 32 contains 2787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148043952.000000 Penalty: 111382.570312
Iteration 87Q: 33 clusters Score -1.48044e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1965 members 
Mstep: Class 3 contains 24677 members 
Mstep: Class 4 contains 6083 members 
Mstep: Class 5 contains 6996 members 
Mstep: Class 6 contains 200638 members 
Mstep: Class 7 contains 48766 members 
Mstep: Class 8 contains 257946 members 
Mstep: Class 9 contains 2890 members 
Mstep: Class 10 contains 25081 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 11376 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 11899 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 60087 members 
Mstep: Class 17 contains 181246 members 
Mstep: Class 18 contains 49992 members 
Mstep: Class 19 contains 224947 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12755 members 
Mstep: Class 22 contains 2011 members 
Mstep: Class 23 contains 33531 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 33313 members 
Mstep: Class 26 contains 8159 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 3982 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 5989 members 
Mstep: Class 32 contains 2797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044384.000000 Penalty: 111382.570312
Iteration 88Q: 33 clusters Score -1.480444e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 1965 members 
Mstep: Class 3 contains 24694 members 
Mstep: Class 4 contains 6112 members 
Mstep: Class 5 contains 7021 members 
Mstep: Class 6 contains 200594 members 
Mstep: Class 7 contains 48777 members 
Mstep: Class 8 contains 257903 members 
Mstep: Class 9 contains 2890 members 
Mstep: Class 10 contains 25054 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 11424 members 
Mstep: Class 13 contains 4541 members 
Mstep: Class 14 contains 11903 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 60057 members 
Mstep: Class 17 contains 181243 members 
Mstep: Class 18 contains 49955 members 
Mstep: Class 19 contains 224917 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12750 members 
Mstep: Class 22 contains 2018 members 
Mstep: Class 23 contains 33548 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 33340 members 
Mstep: Class 26 contains 8167 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 3994 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 6006 members 
Mstep: Class 32 contains 2801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044416.000000 Penalty: 111382.570312
Iteration 89Q: 33 clusters Score -1.480444e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 1965 members 
Mstep: Class 3 contains 24702 members 
Mstep: Class 4 contains 6139 members 
Mstep: Class 5 contains 7048 members 
Mstep: Class 6 contains 200552 members 
Mstep: Class 7 contains 48774 members 
Mstep: Class 8 contains 257852 members 
Mstep: Class 9 contains 2890 members 
Mstep: Class 10 contains 25024 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 11463 members 
Mstep: Class 13 contains 4541 members 
Mstep: Class 14 contains 11906 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 60026 members 
Mstep: Class 17 contains 181249 members 
Mstep: Class 18 contains 49921 members 
Mstep: Class 19 contains 224912 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12748 members 
Mstep: Class 22 contains 2026 members 
Mstep: Class 23 contains 33573 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 33358 members 
Mstep: Class 26 contains 8170 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 4003 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 6028 members 
Mstep: Class 32 contains 2803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044624.000000 Penalty: 111382.570312
Iteration 90Q: 33 clusters Score -1.480446e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1965 members 
Mstep: Class 3 contains 24706 members 
Mstep: Class 4 contains 6162 members 
Mstep: Class 5 contains 7076 members 
Mstep: Class 6 contains 200534 members 
Mstep: Class 7 contains 48770 members 
Mstep: Class 8 contains 257770 members 
Mstep: Class 9 contains 2890 members 
Mstep: Class 10 contains 25005 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 11504 members 
Mstep: Class 13 contains 4541 members 
Mstep: Class 14 contains 11900 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 59989 members 
Mstep: Class 17 contains 181247 members 
Mstep: Class 18 contains 49896 members 
Mstep: Class 19 contains 224930 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12741 members 
Mstep: Class 22 contains 2026 members 
Mstep: Class 23 contains 33594 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 33376 members 
Mstep: Class 26 contains 8171 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 4013 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 6057 members 
Mstep: Class 32 contains 2807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044624.000000 Penalty: 111382.570312
Iteration 91Q: 33 clusters Score -1.480446e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 1965 members 
Mstep: Class 3 contains 24711 members 
Mstep: Class 4 contains 6187 members 
Mstep: Class 5 contains 7116 members 
Mstep: Class 6 contains 200505 members 
Mstep: Class 7 contains 48768 members 
Mstep: Class 8 contains 257713 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 24966 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 11555 members 
Mstep: Class 13 contains 4541 members 
Mstep: Class 14 contains 11893 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 59963 members 
Mstep: Class 17 contains 181238 members 
Mstep: Class 18 contains 49861 members 
Mstep: Class 19 contains 224926 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12734 members 
Mstep: Class 22 contains 2028 members 
Mstep: Class 23 contains 33621 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 33400 members 
Mstep: Class 26 contains 8172 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 4027 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 6071 members 
Mstep: Class 32 contains 2812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044752.000000 Penalty: 111382.570312
Iteration 92Q: 33 clusters Score -1.480448e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 24717 members 
Mstep: Class 4 contains 6204 members 
Mstep: Class 5 contains 7170 members 
Mstep: Class 6 contains 200492 members 
Mstep: Class 7 contains 48761 members 
Mstep: Class 8 contains 257667 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 24912 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 11597 members 
Mstep: Class 13 contains 4541 members 
Mstep: Class 14 contains 11893 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 59946 members 
Mstep: Class 17 contains 181236 members 
Mstep: Class 18 contains 49833 members 
Mstep: Class 19 contains 224916 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12724 members 
Mstep: Class 22 contains 2029 members 
Mstep: Class 23 contains 33636 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 33421 members 
Mstep: Class 26 contains 8171 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 4043 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 6079 members 
Mstep: Class 32 contains 2815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044560.000000 Penalty: 111382.570312
Iteration 93Q: 33 clusters Score -1.480446e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 24726 members 
Mstep: Class 4 contains 6221 members 
Mstep: Class 5 contains 7237 members 
Mstep: Class 6 contains 200477 members 
Mstep: Class 7 contains 48748 members 
Mstep: Class 8 contains 257628 members 
Mstep: Class 9 contains 2888 members 
Mstep: Class 10 contains 24845 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 11665 members 
Mstep: Class 13 contains 4540 members 
Mstep: Class 14 contains 11891 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 59927 members 
Mstep: Class 17 contains 181236 members 
Mstep: Class 18 contains 49803 members 
Mstep: Class 19 contains 224902 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12712 members 
Mstep: Class 22 contains 2031 members 
Mstep: Class 23 contains 33635 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 33444 members 
Mstep: Class 26 contains 8168 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 4060 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 6087 members 
Mstep: Class 32 contains 2820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044672.000000 Penalty: 111382.570312
Iteration 94Q: 33 clusters Score -1.480447e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 24733 members 
Mstep: Class 4 contains 6240 members 
Mstep: Class 5 contains 7321 members 
Mstep: Class 6 contains 200484 members 
Mstep: Class 7 contains 48728 members 
Mstep: Class 8 contains 257584 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 24765 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 11718 members 
Mstep: Class 13 contains 4539 members 
Mstep: Class 14 contains 11891 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 59916 members 
Mstep: Class 17 contains 181246 members 
Mstep: Class 18 contains 49777 members 
Mstep: Class 19 contains 224884 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12695 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 33626 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 33455 members 
Mstep: Class 26 contains 8168 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 4075 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 6091 members 
Mstep: Class 32 contains 2823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044816.000000 Penalty: 111382.570312
Iteration 95Q: 33 clusters Score -1.480448e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 24735 members 
Mstep: Class 4 contains 6256 members 
Mstep: Class 5 contains 7423 members 
Mstep: Class 6 contains 200475 members 
Mstep: Class 7 contains 48709 members 
Mstep: Class 8 contains 257555 members 
Mstep: Class 9 contains 2889 members 
Mstep: Class 10 contains 24674 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 11774 members 
Mstep: Class 13 contains 4539 members 
Mstep: Class 14 contains 11894 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 59908 members 
Mstep: Class 17 contains 181266 members 
Mstep: Class 18 contains 49755 members 
Mstep: Class 19 contains 224860 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12678 members 
Mstep: Class 22 contains 2040 members 
Mstep: Class 23 contains 33605 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 33467 members 
Mstep: Class 26 contains 8168 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 4094 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 6094 members 
Mstep: Class 32 contains 2829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148045184.000000 Penalty: 111382.570312
Iteration 96Q: 33 clusters Score -1.480452e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 24732 members 
Mstep: Class 4 contains 6268 members 
Mstep: Class 5 contains 7505 members 
Mstep: Class 6 contains 200450 members 
Mstep: Class 7 contains 48693 members 
Mstep: Class 8 contains 257516 members 
Mstep: Class 9 contains 2888 members 
Mstep: Class 10 contains 24600 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 11841 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 11891 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 59896 members 
Mstep: Class 17 contains 181298 members 
Mstep: Class 18 contains 49745 members 
Mstep: Class 19 contains 224850 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12667 members 
Mstep: Class 22 contains 2036 members 
Mstep: Class 23 contains 33583 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 33475 members 
Mstep: Class 26 contains 8170 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 4113 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 6098 members 
Mstep: Class 32 contains 2829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044880.000000 Penalty: 111382.570312
Iteration 97Q: 33 clusters Score -1.480449e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 24731 members 
Mstep: Class 4 contains 6283 members 
Mstep: Class 5 contains 7564 members 
Mstep: Class 6 contains 200434 members 
Mstep: Class 7 contains 48685 members 
Mstep: Class 8 contains 257499 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 24543 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 11903 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 11889 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 59888 members 
Mstep: Class 17 contains 181327 members 
Mstep: Class 18 contains 49739 members 
Mstep: Class 19 contains 224805 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12661 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 33549 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 33494 members 
Mstep: Class 26 contains 8170 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 4131 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 6101 members 
Mstep: Class 32 contains 2831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044944.000000 Penalty: 111382.570312
Iteration 98Q: 33 clusters Score -1.480449e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 24732 members 
Mstep: Class 4 contains 6299 members 
Mstep: Class 5 contains 7615 members 
Mstep: Class 6 contains 200420 members 
Mstep: Class 7 contains 48687 members 
Mstep: Class 8 contains 257479 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 24487 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 11961 members 
Mstep: Class 13 contains 4539 members 
Mstep: Class 14 contains 11887 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 59876 members 
Mstep: Class 17 contains 181346 members 
Mstep: Class 18 contains 49716 members 
Mstep: Class 19 contains 224792 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12655 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 33503 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 33514 members 
Mstep: Class 26 contains 8174 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 4149 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 2833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148045216.000000 Penalty: 111382.570312
Iteration 99Q: 33 clusters Score -1.480452e+08 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 729 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 24726 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 7667 members 
Mstep: Class 6 contains 200417 members 
Mstep: Class 7 contains 48677 members 
Mstep: Class 8 contains 257470 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 24444 members 
Mstep: Class 11 contains 1043 members 
Mstep: Class 12 contains 12029 members 
Mstep: Class 13 contains 4540 members 
Mstep: Class 14 contains 11883 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 59872 members 
Mstep: Class 17 contains 181376 members 
Mstep: Class 18 contains 49699 members 
Mstep: Class 19 contains 224748 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12651 members 
Mstep: Class 22 contains 2036 members 
Mstep: Class 23 contains 33441 members 
Mstep: Class 24 contains 246 members 
Mstep: Class 25 contains 33530 members 
Mstep: Class 26 contains 8173 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 4168 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 6102 members 
Mstep: Class 32 contains 2831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148053968.000000 Penalty: 111382.570312
Iteration 100F: 33 clusters Score -1.48054e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 564 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 24729 members 
Mstep: Class 4 contains 6341 members 
Mstep: Class 5 contains 7704 members 
Mstep: Class 6 contains 200408 members 
Mstep: Class 7 contains 48663 members 
Mstep: Class 8 contains 257451 members 
Mstep: Class 9 contains 2887 members 
Mstep: Class 10 contains 24397 members 
Mstep: Class 11 contains 1045 members 
Mstep: Class 12 contains 12115 members 
Mstep: Class 13 contains 4540 members 
Mstep: Class 14 contains 11894 members 
Mstep: Class 15 contains 841 members 
Mstep: Class 16 contains 59866 members 
Mstep: Class 17 contains 181400 members 
Mstep: Class 18 contains 49670 members 
Mstep: Class 19 contains 224721 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12652 members 
Mstep: Class 22 contains 2036 members 
Mstep: Class 23 contains 33353 members 
Mstep: Class 24 contains 403 members 
Mstep: Class 25 contains 33559 members 
Mstep: Class 26 contains 8174 members 
Mstep: Class 27 contains 1679 members 
Mstep: Class 28 contains 724 members 
Mstep: Class 29 contains 4189 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 6100 members 
Mstep: Class 32 contains 2829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148059296.000000 Penalty: 111382.570312
Iteration 101Q: 33 clusters Score -1.480593e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1964 members 
Mstep: Class 3 contains 24726 members 
Mstep: Class 4 contains 6358 members 
Mstep: Class 5 contains 7745 members 
Mstep: Class 6 contains 200421 members 
Mstep: Class 7 contains 48665 members 
Mstep: Class 8 contains 257429 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 24351 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 12186 members 
Mstep: Class 13 contains 4540 members 
Mstep: Class 14 contains 11901 members 
Mstep: Class 15 contains 840 members 
Mstep: Class 16 contains 59859 members 
Mstep: Class 17 contains 181393 members 
Mstep: Class 18 contains 49649 members 
Mstep: Class 19 contains 224696 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12646 members 
Mstep: Class 22 contains 2034 members 
Mstep: Class 23 contains 33294 members 
Mstep: Class 24 contains 404 members 
Mstep: Class 25 contains 33582 members 
Mstep: Class 26 contains 8173 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 726 members 
Mstep: Class 29 contains 4204 members 
Mstep: Class 30 contains 587 members 
Mstep: Class 31 contains 6103 members 
Mstep: Class 32 contains 2831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148059232.000000 Penalty: 111382.570312
Iteration 102Q: 33 clusters Score -1.480592e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 1963 members 
Mstep: Class 3 contains 24718 members 
Mstep: Class 4 contains 6383 members 
Mstep: Class 5 contains 7786 members 
Mstep: Class 6 contains 200454 members 
Mstep: Class 7 contains 48656 members 
Mstep: Class 8 contains 257407 members 
Mstep: Class 9 contains 2885 members 
Mstep: Class 10 contains 24314 members 
Mstep: Class 11 contains 1049 members 
Mstep: Class 12 contains 12270 members 
Mstep: Class 13 contains 4541 members 
Mstep: Class 14 contains 11916 members 
Mstep: Class 15 contains 837 members 
Mstep: Class 16 contains 59855 members 
Mstep: Class 17 contains 181386 members 
Mstep: Class 18 contains 49619 members 
Mstep: Class 19 contains 224658 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12641 members 
Mstep: Class 22 contains 2033 members 
Mstep: Class 23 contains 33207 members 
Mstep: Class 24 contains 401 members 
Mstep: Class 25 contains 33598 members 
Mstep: Class 26 contains 8172 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 729 members 
Mstep: Class 29 contains 4230 members 
Mstep: Class 30 contains 589 members 
Mstep: Class 31 contains 6106 members 
Mstep: Class 32 contains 2833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148059216.000000 Penalty: 111382.570312
Iteration 103Q: 33 clusters Score -1.480592e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 24716 members 
Mstep: Class 4 contains 6398 members 
Mstep: Class 5 contains 7816 members 
Mstep: Class 6 contains 200461 members 
Mstep: Class 7 contains 48654 members 
Mstep: Class 8 contains 257382 members 
Mstep: Class 9 contains 2886 members 
Mstep: Class 10 contains 24282 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 12383 members 
Mstep: Class 13 contains 4541 members 
Mstep: Class 14 contains 11925 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 59845 members 
Mstep: Class 17 contains 181376 members 
Mstep: Class 18 contains 49599 members 
Mstep: Class 19 contains 224621 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12638 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 33112 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33616 members 
Mstep: Class 26 contains 8174 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 732 members 
Mstep: Class 29 contains 4265 members 
Mstep: Class 30 contains 589 members 
Mstep: Class 31 contains 6110 members 
Mstep: Class 32 contains 2834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148059376.000000 Penalty: 111382.570312
Iteration 104Q: 33 clusters Score -1.480594e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 24723 members 
Mstep: Class 4 contains 6410 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 200493 members 
Mstep: Class 7 contains 48655 members 
Mstep: Class 8 contains 257370 members 
Mstep: Class 9 contains 2886 members 
Mstep: Class 10 contains 24242 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 12520 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 11934 members 
Mstep: Class 15 contains 831 members 
Mstep: Class 16 contains 59837 members 
Mstep: Class 17 contains 181380 members 
Mstep: Class 18 contains 49582 members 
Mstep: Class 19 contains 224568 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12637 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 32966 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33615 members 
Mstep: Class 26 contains 8172 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 735 members 
Mstep: Class 29 contains 4302 members 
Mstep: Class 30 contains 589 members 
Mstep: Class 31 contains 6113 members 
Mstep: Class 32 contains 2836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148059488.000000 Penalty: 111382.570312
Iteration 105Q: 33 clusters Score -1.480595e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 24731 members 
Mstep: Class 4 contains 6422 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 6 contains 200480 members 
Mstep: Class 7 contains 48641 members 
Mstep: Class 8 contains 257356 members 
Mstep: Class 9 contains 2886 members 
Mstep: Class 10 contains 24211 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 12675 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 11941 members 
Mstep: Class 15 contains 829 members 
Mstep: Class 16 contains 59829 members 
Mstep: Class 17 contains 181408 members 
Mstep: Class 18 contains 49560 members 
Mstep: Class 19 contains 224556 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12636 members 
Mstep: Class 22 contains 2033 members 
Mstep: Class 23 contains 32778 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33627 members 
Mstep: Class 26 contains 8171 members 
Mstep: Class 27 contains 1681 members 
Mstep: Class 28 contains 737 members 
Mstep: Class 29 contains 4352 members 
Mstep: Class 30 contains 589 members 
Mstep: Class 31 contains 6112 members 
Mstep: Class 32 contains 2839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148060064.000000 Penalty: 111382.570312
Iteration 106Q: 33 clusters Score -1.480601e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 1961 members 
Mstep: Class 3 contains 24737 members 
Mstep: Class 4 contains 6436 members 
Mstep: Class 5 contains 7895 members 
Mstep: Class 6 contains 200442 members 
Mstep: Class 7 contains 48622 members 
Mstep: Class 8 contains 257342 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 24186 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 12827 members 
Mstep: Class 13 contains 4544 members 
Mstep: Class 14 contains 11960 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 59823 members 
Mstep: Class 17 contains 181420 members 
Mstep: Class 18 contains 49537 members 
Mstep: Class 19 contains 224541 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12632 members 
Mstep: Class 22 contains 2032 members 
Mstep: Class 23 contains 32611 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33646 members 
Mstep: Class 26 contains 8172 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 4407 members 
Mstep: Class 30 contains 589 members 
Mstep: Class 31 contains 6109 members 
Mstep: Class 32 contains 2842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148060096.000000 Penalty: 111382.570312
Iteration 107Q: 33 clusters Score -1.480601e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 1961 members 
Mstep: Class 3 contains 24732 members 
Mstep: Class 4 contains 6451 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 200395 members 
Mstep: Class 7 contains 48606 members 
Mstep: Class 8 contains 257337 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 24154 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 13017 members 
Mstep: Class 13 contains 4544 members 
Mstep: Class 14 contains 11975 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 59824 members 
Mstep: Class 17 contains 181434 members 
Mstep: Class 18 contains 49521 members 
Mstep: Class 19 contains 224506 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12628 members 
Mstep: Class 22 contains 2035 members 
Mstep: Class 23 contains 32429 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33658 members 
Mstep: Class 26 contains 8166 members 
Mstep: Class 27 contains 1678 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 4477 members 
Mstep: Class 30 contains 589 members 
Mstep: Class 31 contains 6110 members 
Mstep: Class 32 contains 2846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148060112.000000 Penalty: 111382.570312
Iteration 108Q: 33 clusters Score -1.480601e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 24742 members 
Mstep: Class 4 contains 6469 members 
Mstep: Class 5 contains 7928 members 
Mstep: Class 6 contains 200355 members 
Mstep: Class 7 contains 48591 members 
Mstep: Class 8 contains 257324 members 
Mstep: Class 9 contains 2883 members 
Mstep: Class 10 contains 24135 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 13240 members 
Mstep: Class 13 contains 4545 members 
Mstep: Class 14 contains 11973 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 59816 members 
Mstep: Class 17 contains 181470 members 
Mstep: Class 18 contains 49501 members 
Mstep: Class 19 contains 224456 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12628 members 
Mstep: Class 22 contains 2034 members 
Mstep: Class 23 contains 32228 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33665 members 
Mstep: Class 26 contains 8169 members 
Mstep: Class 27 contains 1675 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 4522 members 
Mstep: Class 30 contains 590 members 
Mstep: Class 31 contains 6115 members 
Mstep: Class 32 contains 2851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148060272.000000 Penalty: 111382.570312
Iteration 109Q: 33 clusters Score -1.480603e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 1960 members 
Mstep: Class 3 contains 24753 members 
Mstep: Class 4 contains 6494 members 
Mstep: Class 5 contains 7941 members 
Mstep: Class 6 contains 200306 members 
Mstep: Class 7 contains 48577 members 
Mstep: Class 8 contains 257309 members 
Mstep: Class 9 contains 2883 members 
Mstep: Class 10 contains 24117 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 13481 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 11975 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 59817 members 
Mstep: Class 17 contains 181484 members 
Mstep: Class 18 contains 49470 members 
Mstep: Class 19 contains 224410 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12627 members 
Mstep: Class 22 contains 2036 members 
Mstep: Class 23 contains 32013 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33680 members 
Mstep: Class 26 contains 8173 members 
Mstep: Class 27 contains 1675 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 4576 members 
Mstep: Class 30 contains 590 members 
Mstep: Class 31 contains 6113 members 
Mstep: Class 32 contains 2853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148060400.000000 Penalty: 111382.570312
Iteration 110Q: 33 clusters Score -1.480604e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 24763 members 
Mstep: Class 4 contains 6521 members 
Mstep: Class 5 contains 7956 members 
Mstep: Class 6 contains 200200 members 
Mstep: Class 7 contains 48562 members 
Mstep: Class 8 contains 257300 members 
Mstep: Class 9 contains 2882 members 
Mstep: Class 10 contains 24102 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 13782 members 
Mstep: Class 13 contains 4539 members 
Mstep: Class 14 contains 11966 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 59814 members 
Mstep: Class 17 contains 181494 members 
Mstep: Class 18 contains 49432 members 
Mstep: Class 19 contains 224363 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12624 members 
Mstep: Class 22 contains 2036 members 
Mstep: Class 23 contains 31828 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33689 members 
Mstep: Class 26 contains 8168 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 4624 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6112 members 
Mstep: Class 32 contains 2858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148060848.000000 Penalty: 111382.570312
Iteration 111Q: 33 clusters Score -1.480608e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 24766 members 
Mstep: Class 4 contains 6555 members 
Mstep: Class 5 contains 7970 members 
Mstep: Class 6 contains 200057 members 
Mstep: Class 7 contains 48544 members 
Mstep: Class 8 contains 257263 members 
Mstep: Class 9 contains 2882 members 
Mstep: Class 10 contains 24084 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 14115 members 
Mstep: Class 13 contains 4537 members 
Mstep: Class 14 contains 11965 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 59810 members 
Mstep: Class 17 contains 181486 members 
Mstep: Class 18 contains 49401 members 
Mstep: Class 19 contains 224315 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12624 members 
Mstep: Class 22 contains 2036 members 
Mstep: Class 23 contains 31671 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33704 members 
Mstep: Class 26 contains 8166 members 
Mstep: Class 27 contains 1677 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 4683 members 
Mstep: Class 30 contains 591 members 
Mstep: Class 31 contains 6108 members 
Mstep: Class 32 contains 2863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148060944.000000 Penalty: 111382.570312
Iteration 112Q: 33 clusters Score -1.480609e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 24776 members 
Mstep: Class 4 contains 6591 members 
Mstep: Class 5 contains 7984 members 
Mstep: Class 6 contains 199938 members 
Mstep: Class 7 contains 48517 members 
Mstep: Class 8 contains 257231 members 
Mstep: Class 9 contains 2881 members 
Mstep: Class 10 contains 24061 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 14416 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 11971 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 59806 members 
Mstep: Class 17 contains 181454 members 
Mstep: Class 18 contains 49367 members 
Mstep: Class 19 contains 224251 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12623 members 
Mstep: Class 22 contains 2035 members 
Mstep: Class 23 contains 31571 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33714 members 
Mstep: Class 26 contains 8163 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 4726 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6108 members 
Mstep: Class 32 contains 2865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148061152.000000 Penalty: 111382.570312
Iteration 113Q: 33 clusters Score -1.480612e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 24782 members 
Mstep: Class 4 contains 6636 members 
Mstep: Class 5 contains 7994 members 
Mstep: Class 6 contains 199802 members 
Mstep: Class 7 contains 48486 members 
Mstep: Class 8 contains 257188 members 
Mstep: Class 9 contains 2881 members 
Mstep: Class 10 contains 24053 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 14716 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 11959 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 59801 members 
Mstep: Class 17 contains 181484 members 
Mstep: Class 18 contains 49320 members 
Mstep: Class 19 contains 224160 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12622 members 
Mstep: Class 22 contains 2033 members 
Mstep: Class 23 contains 31478 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33722 members 
Mstep: Class 26 contains 8165 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 4774 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6108 members 
Mstep: Class 32 contains 2868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148061632.000000 Penalty: 111382.570312
Iteration 114Q: 33 clusters Score -1.480616e+08 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 1959 members 
Mstep: Class 3 contains 24777 members 
Mstep: Class 4 contains 6670 members 
Mstep: Class 5 contains 8006 members 
Mstep: Class 6 contains 199644 members 
Mstep: Class 7 contains 48475 members 
Mstep: Class 8 contains 257121 members 
Mstep: Class 9 contains 2881 members 
Mstep: Class 10 contains 24033 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 14953 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 11969 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 59794 members 
Mstep: Class 17 contains 181513 members 
Mstep: Class 18 contains 49282 members 
Mstep: Class 19 contains 224145 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12622 members 
Mstep: Class 22 contains 2035 members 
Mstep: Class 23 contains 31381 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33732 members 
Mstep: Class 26 contains 8174 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 4819 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6113 members 
Mstep: Class 32 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148061808.000000 Penalty: 111382.570312
Iteration 115Q: 33 clusters Score -1.480618e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 24776 members 
Mstep: Class 4 contains 6694 members 
Mstep: Class 5 contains 8011 members 
Mstep: Class 6 contains 199501 members 
Mstep: Class 7 contains 48468 members 
Mstep: Class 8 contains 257043 members 
Mstep: Class 9 contains 2881 members 
Mstep: Class 10 contains 24024 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 15181 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 11966 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 59778 members 
Mstep: Class 17 contains 181538 members 
Mstep: Class 18 contains 49259 members 
Mstep: Class 19 contains 224133 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12621 members 
Mstep: Class 22 contains 2035 members 
Mstep: Class 23 contains 31314 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33742 members 
Mstep: Class 26 contains 8179 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 4864 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6119 members 
Mstep: Class 32 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148061712.000000 Penalty: 111382.570312
Iteration 116Q: 33 clusters Score -1.480617e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 24779 members 
Mstep: Class 4 contains 6719 members 
Mstep: Class 5 contains 8018 members 
Mstep: Class 6 contains 199366 members 
Mstep: Class 7 contains 48469 members 
Mstep: Class 8 contains 256994 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 24014 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 15362 members 
Mstep: Class 13 contains 4537 members 
Mstep: Class 14 contains 11973 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 59769 members 
Mstep: Class 17 contains 181559 members 
Mstep: Class 18 contains 49228 members 
Mstep: Class 19 contains 224111 members 
Mstep: Class 20 contains 3398 members 
Mstep: Class 21 contains 12621 members 
Mstep: Class 22 contains 2035 members 
Mstep: Class 23 contains 31255 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33755 members 
Mstep: Class 26 contains 8181 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 4905 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6125 members 
Mstep: Class 32 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148061600.000000 Penalty: 111382.570312
Iteration 117Q: 33 clusters Score -1.480616e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 24782 members 
Mstep: Class 4 contains 6740 members 
Mstep: Class 5 contains 8025 members 
Mstep: Class 6 contains 199221 members 
Mstep: Class 7 contains 48460 members 
Mstep: Class 8 contains 256956 members 
Mstep: Class 9 contains 2880 members 
Mstep: Class 10 contains 24011 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 15518 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 11980 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 59760 members 
Mstep: Class 17 contains 181579 members 
Mstep: Class 18 contains 49210 members 
Mstep: Class 19 contains 224087 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12620 members 
Mstep: Class 22 contains 2036 members 
Mstep: Class 23 contains 31233 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33760 members 
Mstep: Class 26 contains 8183 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 4949 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6128 members 
Mstep: Class 32 contains 2872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148061536.000000 Penalty: 111382.570312
Iteration 118Q: 33 clusters Score -1.480615e+08 nChanged 987
Entering ConstructFrom: 
Score: -148061536.000000 Penalty: 111382.570312
Entering ConstructFrom: 
Trying to split cluster 1 (14860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Entering Unmasked Estep 
Score: -1757917.250000 Penalty: 2382.394287
	Iteration 0F: 2 clusters Score -1757917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1747201.375000 Penalty: 4764.788574
	Iteration 0F: 3 clusters Score -1747201 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1750701.875000 Penalty: 4764.788574
	Iteration 1F: 3 clusters Score -1750702 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1751144.500000 Penalty: 4764.788574
	Iteration 2F: 3 clusters Score -1751144 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1751520.125000 Penalty: 4764.788574
	Iteration 3F: 3 clusters Score -1751520 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1751905.625000 Penalty: 4764.788574
	Iteration 4F: 3 clusters Score -1751906 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1752280.750000 Penalty: 4764.788574
	Iteration 5Q: 3 clusters Score -1752281 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1752637.750000 Penalty: 4764.788574
	Iteration 6Q: 3 clusters Score -1752638 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1752960.625000 Penalty: 4764.788574
	Iteration 7Q: 3 clusters Score -1752961 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1753251.250000 Penalty: 4764.788574
	Iteration 8Q: 3 clusters Score -1753251 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1753488.500000 Penalty: 4764.788574
	Iteration 9Q: 3 clusters Score -1753488 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1753669.625000 Penalty: 4764.788574
	Iteration 10Q: 3 clusters Score -1753670 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1753815.750000 Penalty: 4764.788574
	Iteration 11Q: 3 clusters Score -1753816 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1753927.875000 Penalty: 4764.788574
	Iteration 12Q: 3 clusters Score -1753928 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1754005.000000 Penalty: 4764.788574
	Iteration 13Q: 3 clusters Score -1754005 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1754074.750000 Penalty: 4764.788574
	Iteration 14Q: 3 clusters Score -1754075 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1754136.375000 Penalty: 4764.788574
	Iteration 15Q: 3 clusters Score -1754136 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1754196.375000 Penalty: 4764.788574
	Iteration 16Q: 3 clusters Score -1754196 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1754249.125000 Penalty: 4764.788574
	Iteration 17Q: 3 clusters Score -1754249 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1754290.000000 Penalty: 4764.788574
	Iteration 18Q: 3 clusters Score -1754290 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1754329.875000 Penalty: 4764.788574
	Iteration 19Q: 3 clusters Score -1754330 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1754354.875000 Penalty: 4764.788574
	Iteration 20F: 3 clusters Score -1754355 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1754376.250000 Penalty: 4764.788574
	Iteration 21Q: 3 clusters Score -1754376 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1754393.250000 Penalty: 4764.788574
	Iteration 22Q: 3 clusters Score -1754393 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1754413.375000 Penalty: 4764.788574
	Iteration 23Q: 3 clusters Score -1754413 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1754426.750000 Penalty: 4764.788574
	Iteration 24Q: 3 clusters Score -1754427 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1754446.000000 Penalty: 4764.788574
	Iteration 25Q: 3 clusters Score -1754446 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1754458.875000 Penalty: 4764.788574
	Iteration 26Q: 3 clusters Score -1754459 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1754473.000000 Penalty: 4764.788574
	Iteration 27Q: 3 clusters Score -1754473 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1754478.875000 Penalty: 4764.788574
	Iteration 28Q: 3 clusters Score -1754479 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1754489.250000 Penalty: 4764.788574
	Iteration 29Q: 3 clusters Score -1754489 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1754497.375000 Penalty: 4764.788574
	Iteration 30Q: 3 clusters Score -1754497 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1754506.125000 Penalty: 4764.788574
	Iteration 31Q: 3 clusters Score -1754506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1754520.375000 Penalty: 4764.788574
	Iteration 32Q: 3 clusters Score -1754520 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1754527.000000 Penalty: 4764.788574
	Iteration 33Q: 3 clusters Score -1754527 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1754530.000000 Penalty: 4764.788574
	Iteration 34Q: 3 clusters Score -1754530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1754538.125000 Penalty: 4764.788574
	Iteration 35Q: 3 clusters Score -1754538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1754537.375000 Penalty: 4764.788574
	Iteration 36Q: 3 clusters Score -1754537 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1754550.375000 Penalty: 4764.788574
	Iteration 37Q: 3 clusters Score -1754550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1754550.750000 Penalty: 4764.788574
	Iteration 38Q: 3 clusters Score -1754551 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1754556.750000 Penalty: 4764.788574
	Iteration 39Q: 3 clusters Score -1754557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1754562.125000 Penalty: 4764.788574
	Iteration 40F: 3 clusters Score -1754562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1754563.750000 Penalty: 4764.788574
	Iteration 41Q: 3 clusters Score -1754564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1754567.000000 Penalty: 4764.788574
	Iteration 42Q: 3 clusters Score -1754567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1754569.500000 Penalty: 4764.788574
	Iteration 43Q: 3 clusters Score -1754570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1754576.250000 Penalty: 4764.788574
	Iteration 44Q: 3 clusters Score -1754576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1754580.875000 Penalty: 4764.788574
	Iteration 45Q: 3 clusters Score -1754581 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1754587.250000 Penalty: 4764.788574
	Iteration 46Q: 3 clusters Score -1754587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1754594.125000 Penalty: 4764.788574
	Iteration 47Q: 3 clusters Score -1754594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1754603.875000 Penalty: 4764.788574
	Iteration 48Q: 3 clusters Score -1754604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1754610.000000 Penalty: 4764.788574
	Iteration 49Q: 3 clusters Score -1754610 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1754617.750000 Penalty: 4764.788574
	Iteration 50Q: 3 clusters Score -1754618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1754626.375000 Penalty: 4764.788574
	Iteration 51Q: 3 clusters Score -1754626 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1754633.375000 Penalty: 4764.788574
	Iteration 52Q: 3 clusters Score -1754633 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1754635.750000 Penalty: 4764.788574
	Iteration 53Q: 3 clusters Score -1754636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1754649.625000 Penalty: 4764.788574
	Iteration 54Q: 3 clusters Score -1754650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1754663.000000 Penalty: 4764.788574
	Iteration 55Q: 3 clusters Score -1754663 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1754682.250000 Penalty: 4764.788574
	Iteration 56Q: 3 clusters Score -1754682 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1754713.875000 Penalty: 4764.788574
	Iteration 57Q: 3 clusters Score -1754714 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1754756.875000 Penalty: 4764.788574
	Iteration 58Q: 3 clusters Score -1754757 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1754836.125000 Penalty: 4764.788574
	Iteration 59Q: 3 clusters Score -1754836 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1754920.250000 Penalty: 4764.788574
	Iteration 60F: 3 clusters Score -1754920 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1755016.750000 Penalty: 4764.788574
	Iteration 61Q: 3 clusters Score -1755017 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1755120.375000 Penalty: 4764.788574
	Iteration 62Q: 3 clusters Score -1755120 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1755258.875000 Penalty: 4764.788574
	Iteration 63Q: 3 clusters Score -1755259 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1755402.875000 Penalty: 4764.788574
	Iteration 64Q: 3 clusters Score -1755403 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1755560.250000 Penalty: 4764.788574
	Iteration 65Q: 3 clusters Score -1755560 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1755694.625000 Penalty: 4764.788574
	Iteration 66Q: 3 clusters Score -1755695 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1755820.500000 Penalty: 4764.788574
	Iteration 67Q: 3 clusters Score -1755820 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1755894.375000 Penalty: 4764.788574
	Iteration 68Q: 3 clusters Score -1755894 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1755950.375000 Penalty: 4764.788574
	Iteration 69Q: 3 clusters Score -1755950 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1755989.500000 Penalty: 4764.788574
	Iteration 70Q: 3 clusters Score -1755990 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1756022.750000 Penalty: 4764.788574
	Iteration 71Q: 3 clusters Score -1756023 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1756052.875000 Penalty: 4764.788574
	Iteration 72Q: 3 clusters Score -1756053 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1756062.250000 Penalty: 4764.788574
	Iteration 73Q: 3 clusters Score -1756062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1756079.125000 Penalty: 4764.788574
	Iteration 74Q: 3 clusters Score -1756079 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1756091.125000 Penalty: 4764.788574
	Iteration 75Q: 3 clusters Score -1756091 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1756103.625000 Penalty: 4764.788574
	Iteration 76Q: 3 clusters Score -1756104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1756111.500000 Penalty: 4764.788574
	Iteration 77Q: 3 clusters Score -1756112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1756114.750000 Penalty: 4764.788574
	Iteration 78Q: 3 clusters Score -1756115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1756123.625000 Penalty: 4764.788574
	Iteration 79Q: 3 clusters Score -1756124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1756132.000000 Penalty: 4764.788574
	Iteration 80F: 3 clusters Score -1756132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1756146.125000 Penalty: 4764.788574
	Iteration 81Q: 3 clusters Score -1756146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1756151.875000 Penalty: 4764.788574
	Iteration 82Q: 3 clusters Score -1756152 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1756160.500000 Penalty: 4764.788574
	Iteration 83Q: 3 clusters Score -1756160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1756174.750000 Penalty: 4764.788574
	Iteration 84Q: 3 clusters Score -1756175 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1756187.125000 Penalty: 4764.788574
	Iteration 85Q: 3 clusters Score -1756187 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1756197.750000 Penalty: 4764.788574
	Iteration 86Q: 3 clusters Score -1756198 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1756216.625000 Penalty: 4764.788574
	Iteration 87Q: 3 clusters Score -1756217 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1756227.000000 Penalty: 4764.788574
	Iteration 88Q: 3 clusters Score -1756227 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1756240.500000 Penalty: 4764.788574
	Iteration 89Q: 3 clusters Score -1756240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1756260.500000 Penalty: 4764.788574
	Iteration 90Q: 3 clusters Score -1756260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1756284.250000 Penalty: 4764.788574
	Iteration 91Q: 3 clusters Score -1756284 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1756303.875000 Penalty: 4764.788574
	Iteration 92Q: 3 clusters Score -1756304 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1756328.875000 Penalty: 4764.788574
	Iteration 93Q: 3 clusters Score -1756329 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1756360.250000 Penalty: 4764.788574
	Iteration 94Q: 3 clusters Score -1756360 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1756384.750000 Penalty: 4764.788574
	Iteration 95Q: 3 clusters Score -1756385 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1756401.125000 Penalty: 4764.788574
	Iteration 96Q: 3 clusters Score -1756401 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1756416.250000 Penalty: 4764.788574
	Iteration 97Q: 3 clusters Score -1756416 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1756428.750000 Penalty: 4764.788574
	Iteration 98Q: 3 clusters Score -1756429 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1756440.375000 Penalty: 4764.788574
	Iteration 99Q: 3 clusters Score -1756440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1756458.250000 Penalty: 4764.788574
	Iteration 100F: 3 clusters Score -1756458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1756465.125000 Penalty: 4764.788574
	Iteration 101Q: 3 clusters Score -1756465 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1756479.250000 Penalty: 4764.788574
	Iteration 102Q: 3 clusters Score -1756479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1756480.250000 Penalty: 4764.788574
	Iteration 103Q: 3 clusters Score -1756480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1756482.625000 Penalty: 4764.788574
	Iteration 104Q: 3 clusters Score -1756483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1756487.250000 Penalty: 4764.788574
	Iteration 105Q: 3 clusters Score -1756487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1756493.500000 Penalty: 4764.788574
	Iteration 106Q: 3 clusters Score -1756494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1756500.250000 Penalty: 4764.788574
	Iteration 107Q: 3 clusters Score -1756500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1756504.125000 Penalty: 4764.788574
	Iteration 108Q: 3 clusters Score -1756504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1756504.375000 Penalty: 4764.788574
	Iteration 109Q: 3 clusters Score -1756504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1756506.500000 Penalty: 4764.788574
	Iteration 110Q: 3 clusters Score -1756506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1756515.625000 Penalty: 4764.788574
	Iteration 111Q: 3 clusters Score -1756516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1756523.375000 Penalty: 4764.788574
	Iteration 112Q: 3 clusters Score -1756523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1756525.250000 Penalty: 4764.788574
	Iteration 113Q: 3 clusters Score -1756525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1756526.875000 Penalty: 4764.788574
	Iteration 114Q: 3 clusters Score -1756527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1756529.375000 Penalty: 4764.788574
	Iteration 115Q: 3 clusters Score -1756529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1756528.500000 Penalty: 4764.788574
	Iteration 116Q: 3 clusters Score -1756528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1756525.750000 Penalty: 4764.788574
	Iteration 117Q: 3 clusters Score -1756526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1756526.625000 Penalty: 4764.788574
	Iteration 118Q: 3 clusters Score -1756527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1756527.250000 Penalty: 4764.788574
	Iteration 119Q: 3 clusters Score -1756527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1756528.875000 Penalty: 4764.788574
	Iteration 120F: 3 clusters Score -1756529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1756532.125000 Penalty: 4764.788574
	Iteration 121Q: 3 clusters Score -1756532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1756532.250000 Penalty: 4764.788574
	Iteration 122Q: 3 clusters Score -1756532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1756531.500000 Penalty: 4764.788574
	Iteration 123Q: 3 clusters Score -1756532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1756534.875000 Penalty: 4764.788574
	Iteration 124Q: 3 clusters Score -1756535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1756536.625000 Penalty: 4764.788574
	Iteration 125Q: 3 clusters Score -1756537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1756532.750000 Penalty: 4764.788574
	Iteration 126Q: 3 clusters Score -1756533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1756533.750000 Penalty: 4764.788574
	Iteration 127Q: 3 clusters Score -1756534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1756533.375000 Penalty: 4764.788574
	Iteration 128Q: 3 clusters Score -1756533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1756531.500000 Penalty: 4764.788574
	Iteration 129Q: 3 clusters Score -1756532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1756535.750000 Penalty: 4764.788574
	Iteration 130Q: 3 clusters Score -1756536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1756534.500000 Penalty: 4764.788574
	Iteration 131Q: 3 clusters Score -1756534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1756537.000000 Penalty: 4764.788574
	Iteration 132Q: 3 clusters Score -1756537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1756536.000000 Penalty: 4764.788574
	Iteration 133Q: 3 clusters Score -1756536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1756533.750000 Penalty: 4764.788574
	Iteration 134Q: 3 clusters Score -1756534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1756539.375000 Penalty: 4764.788574
	Iteration 135Q: 3 clusters Score -1756539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1756542.625000 Penalty: 4764.788574
	Iteration 136Q: 3 clusters Score -1756543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1756540.000000 Penalty: 4764.788574
	Iteration 137Q: 3 clusters Score -1756540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1756538.125000 Penalty: 4764.788574
	Iteration 138Q: 3 clusters Score -1756538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1756537.875000 Penalty: 4764.788574
	Iteration 139Q: 3 clusters Score -1756538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1756539.250000 Penalty: 4764.788574
	Iteration 140F: 3 clusters Score -1756539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1756539.500000 Penalty: 4764.788574
	Iteration 141Q: 3 clusters Score -1756540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1756539.500000 Penalty: 4764.788574
	Iteration 142F: 3 clusters Score -1756540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -231869.062500 Penalty: 1879.760376
	Iteration 0F: 2 clusters Score -231869.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -229268.609375 Penalty: 3759.520752
	Iteration 0F: 3 clusters Score -229268.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -229734.406250 Penalty: 3759.520752
	Iteration 1F: 3 clusters Score -229734.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -229868.562500 Penalty: 3759.520752
	Iteration 2F: 3 clusters Score -229868.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -229957.171875 Penalty: 3759.520752
	Iteration 3Q: 3 clusters Score -229957.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -230016.796875 Penalty: 3759.520752
	Iteration 4Q: 3 clusters Score -230016.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -230058.281250 Penalty: 3759.520752
	Iteration 5Q: 3 clusters Score -230058.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -230100.140625 Penalty: 3759.520752
	Iteration 6Q: 3 clusters Score -230100.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -230130.796875 Penalty: 3759.520752
	Iteration 7Q: 3 clusters Score -230130.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -230142.656250 Penalty: 3759.520752
	Iteration 8Q: 3 clusters Score -230142.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -230155.562500 Penalty: 3759.520752
	Iteration 9Q: 3 clusters Score -230155.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -230165.546875 Penalty: 3759.520752
	Iteration 10Q: 3 clusters Score -230165.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -230174.609375 Penalty: 3759.520752
	Iteration 11Q: 3 clusters Score -230174.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -230183.546875 Penalty: 3759.520752
	Iteration 12Q: 3 clusters Score -230183.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -230192.765625 Penalty: 3759.520752
	Iteration 13Q: 3 clusters Score -230192.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -230207.546875 Penalty: 3759.520752
	Iteration 14Q: 3 clusters Score -230207.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -230219.015625 Penalty: 3759.520752
	Iteration 15Q: 3 clusters Score -230219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -230228.406250 Penalty: 3759.520752
	Iteration 16Q: 3 clusters Score -230228.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -230236.312500 Penalty: 3759.520752
	Iteration 17Q: 3 clusters Score -230236.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -230247.265625 Penalty: 3759.520752
	Iteration 18Q: 3 clusters Score -230247.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -230260.296875 Penalty: 3759.520752
	Iteration 19Q: 3 clusters Score -230260.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -230271.125000 Penalty: 3759.520752
	Iteration 20F: 3 clusters Score -230271.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -230282.218750 Penalty: 3759.520752
	Iteration 21Q: 3 clusters Score -230282.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -230295.593750 Penalty: 3759.520752
	Iteration 22Q: 3 clusters Score -230295.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -230306.109375 Penalty: 3759.520752
	Iteration 23Q: 3 clusters Score -230306.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -230314.109375 Penalty: 3759.520752
	Iteration 24Q: 3 clusters Score -230314.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -230326.718750 Penalty: 3759.520752
	Iteration 25Q: 3 clusters Score -230326.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -230337.421875 Penalty: 3759.520752
	Iteration 26Q: 3 clusters Score -230337.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -230349.281250 Penalty: 3759.520752
	Iteration 27Q: 3 clusters Score -230349.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -230361.828125 Penalty: 3759.520752
	Iteration 28Q: 3 clusters Score -230361.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -230369.906250 Penalty: 3759.520752
	Iteration 29Q: 3 clusters Score -230369.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -230371.734375 Penalty: 3759.520752
	Iteration 30Q: 3 clusters Score -230371.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -230372.687500 Penalty: 3759.520752
	Iteration 31Q: 3 clusters Score -230372.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -230375.484375 Penalty: 3759.520752
	Iteration 32Q: 3 clusters Score -230375.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -230377.000000 Penalty: 3759.520752
	Iteration 33Q: 3 clusters Score -230377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -230380.062500 Penalty: 3759.520752
	Iteration 34Q: 3 clusters Score -230380.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -230382.343750 Penalty: 3759.520752
	Iteration 35Q: 3 clusters Score -230382.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -230384.593750 Penalty: 3759.520752
	Iteration 36Q: 3 clusters Score -230384.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -230387.875000 Penalty: 3759.520752
	Iteration 37Q: 3 clusters Score -230387.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -230391.640625 Penalty: 3759.520752
	Iteration 38Q: 3 clusters Score -230391.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -230396.562500 Penalty: 3759.520752
	Iteration 39Q: 3 clusters Score -230396.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -230400.078125 Penalty: 3759.520752
	Iteration 40F: 3 clusters Score -230400.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -230401.984375 Penalty: 3759.520752
	Iteration 41Q: 3 clusters Score -230402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -230405.921875 Penalty: 3759.520752
	Iteration 42Q: 3 clusters Score -230405.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -230412.468750 Penalty: 3759.520752
	Iteration 43Q: 3 clusters Score -230412.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -230415.875000 Penalty: 3759.520752
	Iteration 44Q: 3 clusters Score -230415.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -230417.062500 Penalty: 3759.520752
	Iteration 45Q: 3 clusters Score -230417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -230418.031250 Penalty: 3759.520752
	Iteration 46Q: 3 clusters Score -230418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -230419.937500 Penalty: 3759.520752
	Iteration 47Q: 3 clusters Score -230419.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -230421.796875 Penalty: 3759.520752
	Iteration 48Q: 3 clusters Score -230421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -230423.859375 Penalty: 3759.520752
	Iteration 49Q: 3 clusters Score -230423.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -230426.156250 Penalty: 3759.520752
	Iteration 50Q: 3 clusters Score -230426.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -230430.265625 Penalty: 3759.520752
	Iteration 51Q: 3 clusters Score -230430.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -230432.359375 Penalty: 3759.520752
	Iteration 52Q: 3 clusters Score -230432.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -230434.125000 Penalty: 3759.520752
	Iteration 53Q: 3 clusters Score -230434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -230434.875000 Penalty: 3759.520752
	Iteration 54Q: 3 clusters Score -230434.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -230436.359375 Penalty: 3759.520752
	Iteration 55Q: 3 clusters Score -230436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -230439.234375 Penalty: 3759.520752
	Iteration 56Q: 3 clusters Score -230439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -230442.375000 Penalty: 3759.520752
	Iteration 57Q: 3 clusters Score -230442.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -230447.921875 Penalty: 3759.520752
	Iteration 58Q: 3 clusters Score -230447.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -230454.250000 Penalty: 3759.520752
	Iteration 59Q: 3 clusters Score -230454.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -230461.843750 Penalty: 3759.520752
	Iteration 60F: 3 clusters Score -230461.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -230469.921875 Penalty: 3759.520752
	Iteration 61Q: 3 clusters Score -230469.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -230474.328125 Penalty: 3759.520752
	Iteration 62Q: 3 clusters Score -230474.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -230478.203125 Penalty: 3759.520752
	Iteration 63Q: 3 clusters Score -230478.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -230481.531250 Penalty: 3759.520752
	Iteration 64Q: 3 clusters Score -230481.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -230484.937500 Penalty: 3759.520752
	Iteration 65Q: 3 clusters Score -230484.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -230488.468750 Penalty: 3759.520752
	Iteration 66Q: 3 clusters Score -230488.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -230495.968750 Penalty: 3759.520752
	Iteration 67Q: 3 clusters Score -230496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -230501.906250 Penalty: 3759.520752
	Iteration 68Q: 3 clusters Score -230501.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -230506.578125 Penalty: 3759.520752
	Iteration 69Q: 3 clusters Score -230506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -230508.453125 Penalty: 3759.520752
	Iteration 70Q: 3 clusters Score -230508.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -230511.578125 Penalty: 3759.520752
	Iteration 71Q: 3 clusters Score -230511.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -230514.250000 Penalty: 3759.520752
	Iteration 72Q: 3 clusters Score -230514.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -230514.687500 Penalty: 3759.520752
	Iteration 73Q: 3 clusters Score -230514.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -230514.687500 Penalty: 3759.520752
	Iteration 74F: 3 clusters Score -230514.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Entering Unmasked Estep 
Score: -2970604.500000 Penalty: 2509.252441
	Iteration 0F: 2 clusters Score -2970604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2953482.500000 Penalty: 5018.504883
	Iteration 0F: 3 clusters Score -2953482 nChanged 11094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -2959597.500000 Penalty: 5018.504883
	Iteration 1F: 3 clusters Score -2959598 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2960173.000000 Penalty: 5018.504883
	Iteration 2F: 3 clusters Score -2960173 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2960803.750000 Penalty: 5018.504883
	Iteration 3F: 3 clusters Score -2960804 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -2961476.750000 Penalty: 5018.504883
	Iteration 4F: 3 clusters Score -2961477 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2962323.500000 Penalty: 5018.504883
	Iteration 5F: 3 clusters Score -2962324 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2963361.250000 Penalty: 5018.504883
	Iteration 6F: 3 clusters Score -2963361 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2964516.250000 Penalty: 5018.504883
	Iteration 7F: 3 clusters Score -2964516 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -2965777.000000 Penalty: 5018.504883
	Iteration 8F: 3 clusters Score -2965777 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2966919.250000 Penalty: 5018.504883
	Iteration 9Q: 3 clusters Score -2966919 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2967743.750000 Penalty: 5018.504883
	Iteration 10Q: 3 clusters Score -2967744 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2968266.750000 Penalty: 5018.504883
	Iteration 11Q: 3 clusters Score -2968267 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2968568.000000 Penalty: 5018.504883
	Iteration 12Q: 3 clusters Score -2968568 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2968794.750000 Penalty: 5018.504883
	Iteration 13Q: 3 clusters Score -2968795 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2968981.000000 Penalty: 5018.504883
	Iteration 14Q: 3 clusters Score -2968981 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2969128.000000 Penalty: 5018.504883
	Iteration 15Q: 3 clusters Score -2969128 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2969255.000000 Penalty: 5018.504883
	Iteration 16Q: 3 clusters Score -2969255 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2969331.750000 Penalty: 5018.504883
	Iteration 17Q: 3 clusters Score -2969332 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2969375.500000 Penalty: 5018.504883
	Iteration 18Q: 3 clusters Score -2969376 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2969403.500000 Penalty: 5018.504883
	Iteration 19Q: 3 clusters Score -2969404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2969421.250000 Penalty: 5018.504883
	Iteration 20F: 3 clusters Score -2969421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2969421.750000 Penalty: 5018.504883
	Iteration 21Q: 3 clusters Score -2969422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2969421.750000 Penalty: 5018.504883
	Iteration 22Q: 3 clusters Score -2969422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2969424.500000 Penalty: 5018.504883
	Iteration 23Q: 3 clusters Score -2969424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2969428.750000 Penalty: 5018.504883
	Iteration 24Q: 3 clusters Score -2969429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2969435.500000 Penalty: 5018.504883
	Iteration 25Q: 3 clusters Score -2969436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2969442.750000 Penalty: 5018.504883
	Iteration 26Q: 3 clusters Score -2969443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2969441.750000 Penalty: 5018.504883
	Iteration 27Q: 3 clusters Score -2969442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2969448.000000 Penalty: 5018.504883
	Iteration 28Q: 3 clusters Score -2969448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2969448.500000 Penalty: 5018.504883
	Iteration 29Q: 3 clusters Score -2969448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2969451.500000 Penalty: 5018.504883
	Iteration 30Q: 3 clusters Score -2969452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2969454.250000 Penalty: 5018.504883
	Iteration 31Q: 3 clusters Score -2969454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2969447.250000 Penalty: 5018.504883
	Iteration 32Q: 3 clusters Score -2969447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2969451.250000 Penalty: 5018.504883
	Iteration 33Q: 3 clusters Score -2969451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2969454.000000 Penalty: 5018.504883
	Iteration 34Q: 3 clusters Score -2969454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2969454.500000 Penalty: 5018.504883
	Iteration 35Q: 3 clusters Score -2969454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2969455.750000 Penalty: 5018.504883
	Iteration 36Q: 3 clusters Score -2969456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2969454.250000 Penalty: 5018.504883
	Iteration 37Q: 3 clusters Score -2969454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2969458.250000 Penalty: 5018.504883
	Iteration 38Q: 3 clusters Score -2969458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2969459.000000 Penalty: 5018.504883
	Iteration 39Q: 3 clusters Score -2969459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2969459.000000 Penalty: 5018.504883
	Iteration 40F: 3 clusters Score -2969459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Entering Unmasked Estep 
Score: -793965.375000 Penalty: 2186.983643
	Iteration 0F: 2 clusters Score -793965.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -788276.875000 Penalty: 4373.967285
	Iteration 0F: 3 clusters Score -788276.9 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -789705.125000 Penalty: 4373.967285
	Iteration 1F: 3 clusters Score -789705.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -789951.562500 Penalty: 4373.967285
	Iteration 2F: 3 clusters Score -789951.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -790175.000000 Penalty: 4373.967285
	Iteration 3Q: 3 clusters Score -790175 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -790433.250000 Penalty: 4373.967285
	Iteration 4Q: 3 clusters Score -790433.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -790824.687500 Penalty: 4373.967285
	Iteration 5F: 3 clusters Score -790824.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -791236.000000 Penalty: 4373.967285
	Iteration 6F: 3 clusters Score -791236 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -791614.312500 Penalty: 4373.967285
	Iteration 7F: 3 clusters Score -791614.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -791907.500000 Penalty: 4373.967285
	Iteration 8F: 3 clusters Score -791907.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -792202.000000 Penalty: 4373.967285
	Iteration 9F: 3 clusters Score -792202 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -792421.312500 Penalty: 4373.967285
	Iteration 10Q: 3 clusters Score -792421.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -792589.437500 Penalty: 4373.967285
	Iteration 11Q: 3 clusters Score -792589.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -792710.250000 Penalty: 4373.967285
	Iteration 12Q: 3 clusters Score -792710.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -792802.312500 Penalty: 4373.967285
	Iteration 13Q: 3 clusters Score -792802.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -792852.875000 Penalty: 4373.967285
	Iteration 14Q: 3 clusters Score -792852.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -792886.687500 Penalty: 4373.967285
	Iteration 15Q: 3 clusters Score -792886.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -792907.750000 Penalty: 4373.967285
	Iteration 16Q: 3 clusters Score -792907.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -792916.250000 Penalty: 4373.967285
	Iteration 17Q: 3 clusters Score -792916.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -792929.000000 Penalty: 4373.967285
	Iteration 18Q: 3 clusters Score -792929 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -792936.250000 Penalty: 4373.967285
	Iteration 19Q: 3 clusters Score -792936.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -792943.312500 Penalty: 4373.967285
	Iteration 20F: 3 clusters Score -792943.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -792952.750000 Penalty: 4373.967285
	Iteration 21Q: 3 clusters Score -792952.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -792957.687500 Penalty: 4373.967285
	Iteration 22Q: 3 clusters Score -792957.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -792961.125000 Penalty: 4373.967285
	Iteration 23Q: 3 clusters Score -792961.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -792966.312500 Penalty: 4373.967285
	Iteration 24Q: 3 clusters Score -792966.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -792974.187500 Penalty: 4373.967285
	Iteration 25Q: 3 clusters Score -792974.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -792980.812500 Penalty: 4373.967285
	Iteration 26Q: 3 clusters Score -792980.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -792987.687500 Penalty: 4373.967285
	Iteration 27Q: 3 clusters Score -792987.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -792991.125000 Penalty: 4373.967285
	Iteration 28Q: 3 clusters Score -792991.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -792996.500000 Penalty: 4373.967285
	Iteration 29Q: 3 clusters Score -792996.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -792999.812500 Penalty: 4373.967285
	Iteration 30Q: 3 clusters Score -792999.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -793001.312500 Penalty: 4373.967285
	Iteration 31Q: 3 clusters Score -793001.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -793003.937500 Penalty: 4373.967285
	Iteration 32Q: 3 clusters Score -793003.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -793004.687500 Penalty: 4373.967285
	Iteration 33Q: 3 clusters Score -793004.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -793006.437500 Penalty: 4373.967285
	Iteration 34Q: 3 clusters Score -793006.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -793006.687500 Penalty: 4373.967285
	Iteration 35Q: 3 clusters Score -793006.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -793007.375000 Penalty: 4373.967285
	Iteration 36Q: 3 clusters Score -793007.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -793008.687500 Penalty: 4373.967285
	Iteration 37Q: 3 clusters Score -793008.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -793009.812500 Penalty: 4373.967285
	Iteration 38Q: 3 clusters Score -793009.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -793011.687500 Penalty: 4373.967285
	Iteration 39Q: 3 clusters Score -793011.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -793010.812500 Penalty: 4373.967285
	Iteration 40F: 3 clusters Score -793010.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -793012.250000 Penalty: 4373.967285
	Iteration 41Q: 3 clusters Score -793012.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -793014.312500 Penalty: 4373.967285
	Iteration 42Q: 3 clusters Score -793014.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -793015.937500 Penalty: 4373.967285
	Iteration 43Q: 3 clusters Score -793015.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -793015.625000 Penalty: 4373.967285
	Iteration 44Q: 3 clusters Score -793015.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -793017.750000 Penalty: 4373.967285
	Iteration 45Q: 3 clusters Score -793017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -793016.687500 Penalty: 4373.967285
	Iteration 46Q: 3 clusters Score -793016.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -793016.687500 Penalty: 4373.967285
	Iteration 47F: 3 clusters Score -793016.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Entering Unmasked Estep 
Score: -945164.562500 Penalty: 2229.753174
	Iteration 0F: 2 clusters Score -945164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -938755.437500 Penalty: 4459.506348
	Iteration 0F: 3 clusters Score -938755.4 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -940517.687500 Penalty: 4459.506348
	Iteration 1F: 3 clusters Score -940517.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -940846.812500 Penalty: 4459.506348
	Iteration 2F: 3 clusters Score -940846.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -941087.250000 Penalty: 4459.506348
	Iteration 3F: 3 clusters Score -941087.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -941323.250000 Penalty: 4459.506348
	Iteration 4Q: 3 clusters Score -941323.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -941623.875000 Penalty: 4459.506348
	Iteration 5Q: 3 clusters Score -941623.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -941996.187500 Penalty: 4459.506348
	Iteration 6Q: 3 clusters Score -941996.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -942443.062500 Penalty: 4459.506348
	Iteration 7Q: 3 clusters Score -942443.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -942828.687500 Penalty: 4459.506348
	Iteration 8Q: 3 clusters Score -942828.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -943120.375000 Penalty: 4459.506348
	Iteration 9Q: 3 clusters Score -943120.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -943300.250000 Penalty: 4459.506348
	Iteration 10Q: 3 clusters Score -943300.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -943423.000000 Penalty: 4459.506348
	Iteration 11Q: 3 clusters Score -943423 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -943537.687500 Penalty: 4459.506348
	Iteration 12Q: 3 clusters Score -943537.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -943659.125000 Penalty: 4459.506348
	Iteration 13Q: 3 clusters Score -943659.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -943777.562500 Penalty: 4459.506348
	Iteration 14Q: 3 clusters Score -943777.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -943894.625000 Penalty: 4459.506348
	Iteration 15Q: 3 clusters Score -943894.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -944006.937500 Penalty: 4459.506348
	Iteration 16Q: 3 clusters Score -944006.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -944108.437500 Penalty: 4459.506348
	Iteration 17Q: 3 clusters Score -944108.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -944211.875000 Penalty: 4459.506348
	Iteration 18Q: 3 clusters Score -944211.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -944301.687500 Penalty: 4459.506348
	Iteration 19Q: 3 clusters Score -944301.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -944379.250000 Penalty: 4459.506348
	Iteration 20F: 3 clusters Score -944379.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -944452.125000 Penalty: 4459.506348
	Iteration 21Q: 3 clusters Score -944452.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -944503.875000 Penalty: 4459.506348
	Iteration 22Q: 3 clusters Score -944503.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -944555.187500 Penalty: 4459.506348
	Iteration 23Q: 3 clusters Score -944555.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -944606.875000 Penalty: 4459.506348
	Iteration 24Q: 3 clusters Score -944606.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -944634.937500 Penalty: 4459.506348
	Iteration 25Q: 3 clusters Score -944634.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -944661.500000 Penalty: 4459.506348
	Iteration 26Q: 3 clusters Score -944661.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -944681.062500 Penalty: 4459.506348
	Iteration 27Q: 3 clusters Score -944681.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -944699.500000 Penalty: 4459.506348
	Iteration 28Q: 3 clusters Score -944699.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -944715.562500 Penalty: 4459.506348
	Iteration 29Q: 3 clusters Score -944715.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -944727.812500 Penalty: 4459.506348
	Iteration 30Q: 3 clusters Score -944727.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -944738.187500 Penalty: 4459.506348
	Iteration 31Q: 3 clusters Score -944738.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -944745.250000 Penalty: 4459.506348
	Iteration 32Q: 3 clusters Score -944745.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -944755.250000 Penalty: 4459.506348
	Iteration 33Q: 3 clusters Score -944755.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -944768.437500 Penalty: 4459.506348
	Iteration 34Q: 3 clusters Score -944768.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -944773.500000 Penalty: 4459.506348
	Iteration 35Q: 3 clusters Score -944773.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -944777.062500 Penalty: 4459.506348
	Iteration 36Q: 3 clusters Score -944777.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -944781.875000 Penalty: 4459.506348
	Iteration 37Q: 3 clusters Score -944781.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -944783.062500 Penalty: 4459.506348
	Iteration 38Q: 3 clusters Score -944783.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -944784.687500 Penalty: 4459.506348
	Iteration 39Q: 3 clusters Score -944784.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -944786.687500 Penalty: 4459.506348
	Iteration 40F: 3 clusters Score -944786.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -944789.437500 Penalty: 4459.506348
	Iteration 41Q: 3 clusters Score -944789.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -944788.062500 Penalty: 4459.506348
	Iteration 42Q: 3 clusters Score -944788.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -944788.062500 Penalty: 4459.506348
	Iteration 43F: 3 clusters Score -944788.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (199086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199086 members 
Entering Unmasked Estep 
Score: -24049940.000000 Penalty: 3025.970215
	Iteration 0F: 2 clusters Score -2.404994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99471 members 
Mstep: Class 2 contains 99615 members 
Entering Unmasked Estep 
Score: -23918320.000000 Penalty: 6051.940430
	Iteration 0F: 3 clusters Score -2.391832e+07 nChanged 95763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98122 members 
Mstep: Class 2 contains 100964 members 
Entering Unmasked Estep 
Score: -23975998.000000 Penalty: 6051.940430
	Iteration 1F: 3 clusters Score -2.3976e+07 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96905 members 
Mstep: Class 2 contains 102181 members 
Entering Unmasked Estep 
Score: -23978270.000000 Penalty: 6051.940430
	Iteration 2Q: 3 clusters Score -2.397827e+07 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95115 members 
Mstep: Class 2 contains 103971 members 
Entering Unmasked Estep 
Score: -23981258.000000 Penalty: 6051.940430
	Iteration 3Q: 3 clusters Score -2.398126e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92470 members 
Mstep: Class 2 contains 106616 members 
Entering Unmasked Estep 
Score: -23985844.000000 Penalty: 6051.940430
	Iteration 4Q: 3 clusters Score -2.398584e+07 nChanged 11255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89071 members 
Mstep: Class 2 contains 110015 members 
Entering Unmasked Estep 
Score: -23992022.000000 Penalty: 6051.940430
	Iteration 5F: 3 clusters Score -2.399202e+07 nChanged 12390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85291 members 
Mstep: Class 2 contains 113795 members 
Entering Unmasked Estep 
Score: -23999944.000000 Penalty: 6051.940430
	Iteration 6F: 3 clusters Score -2.399994e+07 nChanged 12524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81955 members 
Mstep: Class 2 contains 117131 members 
Entering Unmasked Estep 
Score: -24008532.000000 Penalty: 6051.940430
	Iteration 7F: 3 clusters Score -2.400853e+07 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79572 members 
Mstep: Class 2 contains 119514 members 
Entering Unmasked Estep 
Score: -24015092.000000 Penalty: 6051.940430
	Iteration 8F: 3 clusters Score -2.401509e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77846 members 
Mstep: Class 2 contains 121240 members 
Entering Unmasked Estep 
Score: -24018976.000000 Penalty: 6051.940430
	Iteration 9Q: 3 clusters Score -2.401898e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76329 members 
Mstep: Class 2 contains 122757 members 
Entering Unmasked Estep 
Score: -24020570.000000 Penalty: 6051.940430
	Iteration 10Q: 3 clusters Score -2.402057e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74797 members 
Mstep: Class 2 contains 124289 members 
Entering Unmasked Estep 
Score: -24021352.000000 Penalty: 6051.940430
	Iteration 11Q: 3 clusters Score -2.402135e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73159 members 
Mstep: Class 2 contains 125927 members 
Entering Unmasked Estep 
Score: -24021998.000000 Penalty: 6051.940430
	Iteration 12Q: 3 clusters Score -2.4022e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71352 members 
Mstep: Class 2 contains 127734 members 
Entering Unmasked Estep 
Score: -24022554.000000 Penalty: 6051.940430
	Iteration 13Q: 3 clusters Score -2.402255e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69307 members 
Mstep: Class 2 contains 129779 members 
Entering Unmasked Estep 
Score: -24023068.000000 Penalty: 6051.940430
	Iteration 14Q: 3 clusters Score -2.402307e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 131956 members 
Entering Unmasked Estep 
Score: -24023710.000000 Penalty: 6051.940430
	Iteration 15Q: 3 clusters Score -2.402371e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64808 members 
Mstep: Class 2 contains 134278 members 
Entering Unmasked Estep 
Score: -24024310.000000 Penalty: 6051.940430
	Iteration 16Q: 3 clusters Score -2.402431e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 136722 members 
Entering Unmasked Estep 
Score: -24024978.000000 Penalty: 6051.940430
	Iteration 17Q: 3 clusters Score -2.402498e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59729 members 
Mstep: Class 2 contains 139357 members 
Entering Unmasked Estep 
Score: -24025810.000000 Penalty: 6051.940430
	Iteration 18Q: 3 clusters Score -2.402581e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57087 members 
Mstep: Class 2 contains 141999 members 
Entering Unmasked Estep 
Score: -24026622.000000 Penalty: 6051.940430
	Iteration 19Q: 3 clusters Score -2.402662e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54391 members 
Mstep: Class 2 contains 144695 members 
Entering Unmasked Estep 
Score: -24027302.000000 Penalty: 6051.940430
	Iteration 20F: 3 clusters Score -2.40273e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 147474 members 
Entering Unmasked Estep 
Score: -24028394.000000 Penalty: 6051.940430
	Iteration 21Q: 3 clusters Score -2.402839e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 150310 members 
Entering Unmasked Estep 
Score: -24029558.000000 Penalty: 6051.940430
	Iteration 22Q: 3 clusters Score -2.402956e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 153159 members 
Entering Unmasked Estep 
Score: -24030630.000000 Penalty: 6051.940430
	Iteration 23Q: 3 clusters Score -2.403063e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 156100 members 
Entering Unmasked Estep 
Score: -24031984.000000 Penalty: 6051.940430
	Iteration 24Q: 3 clusters Score -2.403198e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 159105 members 
Entering Unmasked Estep 
Score: -24033222.000000 Penalty: 6051.940430
	Iteration 25Q: 3 clusters Score -2.403322e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 162073 members 
Entering Unmasked Estep 
Score: -24034596.000000 Penalty: 6051.940430
	Iteration 26Q: 3 clusters Score -2.40346e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 165076 members 
Entering Unmasked Estep 
Score: -24036056.000000 Penalty: 6051.940430
	Iteration 27Q: 3 clusters Score -2.403606e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 167984 members 
Entering Unmasked Estep 
Score: -24037684.000000 Penalty: 6051.940430
	Iteration 28Q: 3 clusters Score -2.403768e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 170722 members 
Entering Unmasked Estep 
Score: -24039230.000000 Penalty: 6051.940430
	Iteration 29Q: 3 clusters Score -2.403923e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 173182 members 
Entering Unmasked Estep 
Score: -24040546.000000 Penalty: 6051.940430
	Iteration 30Q: 3 clusters Score -2.404055e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 175412 members 
Entering Unmasked Estep 
Score: -24041760.000000 Penalty: 6051.940430
	Iteration 31Q: 3 clusters Score -2.404176e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 177360 members 
Entering Unmasked Estep 
Score: -24042636.000000 Penalty: 6051.940430
	Iteration 32Q: 3 clusters Score -2.404264e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 179042 members 
Entering Unmasked Estep 
Score: -24043500.000000 Penalty: 6051.940430
	Iteration 33Q: 3 clusters Score -2.40435e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 180520 members 
Entering Unmasked Estep 
Score: -24044220.000000 Penalty: 6051.940430
	Iteration 34Q: 3 clusters Score -2.404422e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 181802 members 
Entering Unmasked Estep 
Score: -24044670.000000 Penalty: 6051.940430
	Iteration 35Q: 3 clusters Score -2.404467e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 182895 members 
Entering Unmasked Estep 
Score: -24045140.000000 Penalty: 6051.940430
	Iteration 36Q: 3 clusters Score -2.404514e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 183898 members 
Entering Unmasked Estep 
Score: -24045516.000000 Penalty: 6051.940430
	Iteration 37Q: 3 clusters Score -2.404552e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 184848 members 
Entering Unmasked Estep 
Score: -24045862.000000 Penalty: 6051.940430
	Iteration 38Q: 3 clusters Score -2.404586e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 185730 members 
Entering Unmasked Estep 
Score: -24046168.000000 Penalty: 6051.940430
	Iteration 39Q: 3 clusters Score -2.404617e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 186546 members 
Entering Unmasked Estep 
Score: -24046490.000000 Penalty: 6051.940430
	Iteration 40F: 3 clusters Score -2.404649e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 187257 members 
Entering Unmasked Estep 
Score: -24046788.000000 Penalty: 6051.940430
	Iteration 41Q: 3 clusters Score -2.404679e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 187927 members 
Entering Unmasked Estep 
Score: -24046910.000000 Penalty: 6051.940430
	Iteration 42Q: 3 clusters Score -2.404691e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 188564 members 
Entering Unmasked Estep 
Score: -24047118.000000 Penalty: 6051.940430
	Iteration 43Q: 3 clusters Score -2.404712e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 189119 members 
Entering Unmasked Estep 
Score: -24047278.000000 Penalty: 6051.940430
	Iteration 44Q: 3 clusters Score -2.404728e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 189658 members 
Entering Unmasked Estep 
Score: -24047380.000000 Penalty: 6051.940430
	Iteration 45Q: 3 clusters Score -2.404738e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 190155 members 
Entering Unmasked Estep 
Score: -24047570.000000 Penalty: 6051.940430
	Iteration 46Q: 3 clusters Score -2.404757e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 190583 members 
Entering Unmasked Estep 
Score: -24047720.000000 Penalty: 6051.940430
	Iteration 47Q: 3 clusters Score -2.404772e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 190970 members 
Entering Unmasked Estep 
Score: -24047794.000000 Penalty: 6051.940430
	Iteration 48Q: 3 clusters Score -2.404779e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 191314 members 
Entering Unmasked Estep 
Score: -24047876.000000 Penalty: 6051.940430
	Iteration 49Q: 3 clusters Score -2.404788e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 191640 members 
Entering Unmasked Estep 
Score: -24047980.000000 Penalty: 6051.940430
	Iteration 50Q: 3 clusters Score -2.404798e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 191944 members 
Entering Unmasked Estep 
Score: -24048016.000000 Penalty: 6051.940430
	Iteration 51Q: 3 clusters Score -2.404802e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 192249 members 
Entering Unmasked Estep 
Score: -24048094.000000 Penalty: 6051.940430
	Iteration 52Q: 3 clusters Score -2.404809e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 192551 members 
Entering Unmasked Estep 
Score: -24048154.000000 Penalty: 6051.940430
	Iteration 53Q: 3 clusters Score -2.404815e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 192810 members 
Entering Unmasked Estep 
Score: -24048244.000000 Penalty: 6051.940430
	Iteration 54Q: 3 clusters Score -2.404824e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 193061 members 
Entering Unmasked Estep 
Score: -24048330.000000 Penalty: 6051.940430
	Iteration 55Q: 3 clusters Score -2.404833e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 193282 members 
Entering Unmasked Estep 
Score: -24048384.000000 Penalty: 6051.940430
	Iteration 56Q: 3 clusters Score -2.404838e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 193473 members 
Entering Unmasked Estep 
Score: -24048464.000000 Penalty: 6051.940430
	Iteration 57Q: 3 clusters Score -2.404846e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 193644 members 
Entering Unmasked Estep 
Score: -24048474.000000 Penalty: 6051.940430
	Iteration 58Q: 3 clusters Score -2.404847e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 193813 members 
Entering Unmasked Estep 
Score: -24048564.000000 Penalty: 6051.940430
	Iteration 59Q: 3 clusters Score -2.404856e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 193975 members 
Entering Unmasked Estep 
Score: -24048528.000000 Penalty: 6051.940430
	Iteration 60F: 3 clusters Score -2.404853e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 194123 members 
Entering Unmasked Estep 
Score: -24048570.000000 Penalty: 6051.940430
	Iteration 61Q: 3 clusters Score -2.404857e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 194247 members 
Entering Unmasked Estep 
Score: -24048602.000000 Penalty: 6051.940430
	Iteration 62Q: 3 clusters Score -2.40486e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 194354 members 
Entering Unmasked Estep 
Score: -24048644.000000 Penalty: 6051.940430
	Iteration 63Q: 3 clusters Score -2.404864e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 194438 members 
Entering Unmasked Estep 
Score: -24048640.000000 Penalty: 6051.940430
	Iteration 64Q: 3 clusters Score -2.404864e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 194515 members 
Entering Unmasked Estep 
Score: -24048616.000000 Penalty: 6051.940430
	Iteration 65Q: 3 clusters Score -2.404862e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 194577 members 
Entering Unmasked Estep 
Score: -24048646.000000 Penalty: 6051.940430
	Iteration 66Q: 3 clusters Score -2.404865e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 194620 members 
Entering Unmasked Estep 
Score: -24048648.000000 Penalty: 6051.940430
	Iteration 67Q: 3 clusters Score -2.404865e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 194660 members 
Entering Unmasked Estep 
Score: -24048630.000000 Penalty: 6051.940430
	Iteration 68Q: 3 clusters Score -2.404863e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 194703 members 
Entering Unmasked Estep 
Score: -24048656.000000 Penalty: 6051.940430
	Iteration 69Q: 3 clusters Score -2.404866e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 194750 members 
Entering Unmasked Estep 
Score: -24048650.000000 Penalty: 6051.940430
	Iteration 70Q: 3 clusters Score -2.404865e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 194796 members 
Entering Unmasked Estep 
Score: -24048682.000000 Penalty: 6051.940430
	Iteration 71Q: 3 clusters Score -2.404868e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 194836 members 
Entering Unmasked Estep 
Score: -24048696.000000 Penalty: 6051.940430
	Iteration 72Q: 3 clusters Score -2.40487e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 194867 members 
Entering Unmasked Estep 
Score: -24048716.000000 Penalty: 6051.940430
	Iteration 73Q: 3 clusters Score -2.404872e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 194893 members 
Entering Unmasked Estep 
Score: -24048724.000000 Penalty: 6051.940430
	Iteration 74Q: 3 clusters Score -2.404872e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 194923 members 
Entering Unmasked Estep 
Score: -24048710.000000 Penalty: 6051.940430
	Iteration 75Q: 3 clusters Score -2.404871e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 194960 members 
Entering Unmasked Estep 
Score: -24048708.000000 Penalty: 6051.940430
	Iteration 76Q: 3 clusters Score -2.404871e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 194982 members 
Entering Unmasked Estep 
Score: -24048704.000000 Penalty: 6051.940430
	Iteration 77Q: 3 clusters Score -2.40487e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 195000 members 
Entering Unmasked Estep 
Score: -24048698.000000 Penalty: 6051.940430
	Iteration 78Q: 3 clusters Score -2.40487e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 195019 members 
Entering Unmasked Estep 
Score: -24048682.000000 Penalty: 6051.940430
	Iteration 79Q: 3 clusters Score -2.404868e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 195040 members 
Entering Unmasked Estep 
Score: -24048698.000000 Penalty: 6051.940430
	Iteration 80F: 3 clusters Score -2.40487e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 195067 members 
Entering Unmasked Estep 
Score: -24048688.000000 Penalty: 6051.940430
	Iteration 81Q: 3 clusters Score -2.404869e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 195098 members 
Entering Unmasked Estep 
Score: -24048684.000000 Penalty: 6051.940430
	Iteration 82Q: 3 clusters Score -2.404868e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 195128 members 
Entering Unmasked Estep 
Score: -24048696.000000 Penalty: 6051.940430
	Iteration 83Q: 3 clusters Score -2.40487e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 195158 members 
Entering Unmasked Estep 
Score: -24048698.000000 Penalty: 6051.940430
	Iteration 84Q: 3 clusters Score -2.40487e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 195183 members 
Entering Unmasked Estep 
Score: -24048700.000000 Penalty: 6051.940430
	Iteration 85Q: 3 clusters Score -2.40487e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 195198 members 
Entering Unmasked Estep 
Score: -24048704.000000 Penalty: 6051.940430
	Iteration 86Q: 3 clusters Score -2.40487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 195207 members 
Entering Unmasked Estep 
Score: -24048678.000000 Penalty: 6051.940430
	Iteration 87Q: 3 clusters Score -2.404868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 195224 members 
Entering Unmasked Estep 
Score: -24048692.000000 Penalty: 6051.940430
	Iteration 88Q: 3 clusters Score -2.404869e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 195242 members 
Entering Unmasked Estep 
Score: -24048672.000000 Penalty: 6051.940430
	Iteration 89Q: 3 clusters Score -2.404867e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 195253 members 
Entering Unmasked Estep 
Score: -24048680.000000 Penalty: 6051.940430
	Iteration 90Q: 3 clusters Score -2.404868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 195261 members 
Entering Unmasked Estep 
Score: -24048706.000000 Penalty: 6051.940430
	Iteration 91Q: 3 clusters Score -2.404871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 195269 members 
Entering Unmasked Estep 
Score: -24048694.000000 Penalty: 6051.940430
	Iteration 92Q: 3 clusters Score -2.404869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 195275 members 
Entering Unmasked Estep 
Score: -24048668.000000 Penalty: 6051.940430
	Iteration 93Q: 3 clusters Score -2.404867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 195287 members 
Entering Unmasked Estep 
Score: -24048690.000000 Penalty: 6051.940430
	Iteration 94Q: 3 clusters Score -2.404869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 195301 members 
Entering Unmasked Estep 
Score: -24048730.000000 Penalty: 6051.940430
	Iteration 95Q: 3 clusters Score -2.404873e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 195314 members 
Entering Unmasked Estep 
Score: -24048738.000000 Penalty: 6051.940430
	Iteration 96Q: 3 clusters Score -2.404874e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 195332 members 
Entering Unmasked Estep 
Score: -24048724.000000 Penalty: 6051.940430
	Iteration 97Q: 3 clusters Score -2.404872e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 195350 members 
Entering Unmasked Estep 
Score: -24048752.000000 Penalty: 6051.940430
	Iteration 98Q: 3 clusters Score -2.404875e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 195364 members 
Entering Unmasked Estep 
Score: -24048774.000000 Penalty: 6051.940430
	Iteration 99Q: 3 clusters Score -2.404877e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 195381 members 
Entering Unmasked Estep 
Score: -24048776.000000 Penalty: 6051.940430
	Iteration 100F: 3 clusters Score -2.404878e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 195387 members 
Entering Unmasked Estep 
Score: -24048762.000000 Penalty: 6051.940430
	Iteration 101Q: 3 clusters Score -2.404876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 195392 members 
Entering Unmasked Estep 
Score: -24048754.000000 Penalty: 6051.940430
	Iteration 102Q: 3 clusters Score -2.404875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 195396 members 
Entering Unmasked Estep 
Score: -24048738.000000 Penalty: 6051.940430
	Iteration 103Q: 3 clusters Score -2.404874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 195403 members 
Entering Unmasked Estep 
Score: -24048746.000000 Penalty: 6051.940430
	Iteration 104Q: 3 clusters Score -2.404875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 195406 members 
Entering Unmasked Estep 
Score: -24048752.000000 Penalty: 6051.940430
	Iteration 105Q: 3 clusters Score -2.404875e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 195409 members 
Entering Unmasked Estep 
Score: -24048752.000000 Penalty: 6051.940430
	Iteration 106Q: 3 clusters Score -2.404875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 195414 members 
Entering Unmasked Estep 
Score: -24048766.000000 Penalty: 6051.940430
	Iteration 107Q: 3 clusters Score -2.404877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 195415 members 
Entering Unmasked Estep 
Score: -24048766.000000 Penalty: 6051.940430
	Iteration 108Q: 3 clusters Score -2.404877e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 195420 members 
Entering Unmasked Estep 
Score: -24048756.000000 Penalty: 6051.940430
	Iteration 109Q: 3 clusters Score -2.404876e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 195423 members 
Entering Unmasked Estep 
Score: -24048760.000000 Penalty: 6051.940430
	Iteration 110Q: 3 clusters Score -2.404876e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 195424 members 
Entering Unmasked Estep 
Score: -24048774.000000 Penalty: 6051.940430
	Iteration 111Q: 3 clusters Score -2.404877e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 195424 members 
Entering Unmasked Estep 
Score: -24048774.000000 Penalty: 6051.940430
	Iteration 112F: 3 clusters Score -2.404877e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Entering Unmasked Estep 
Score: -5859593.000000 Penalty: 2675.474854
	Iteration 0F: 2 clusters Score -5859593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -5826801.500000 Penalty: 5350.949707
	Iteration 0F: 3 clusters Score -5826802 nChanged 22433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -5839283.500000 Penalty: 5350.949707
	Iteration 1F: 3 clusters Score -5839284 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -5839812.000000 Penalty: 5350.949707
	Iteration 2Q: 3 clusters Score -5839812 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -5840261.000000 Penalty: 5350.949707
	Iteration 3Q: 3 clusters Score -5840261 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -5840862.500000 Penalty: 5350.949707
	Iteration 4Q: 3 clusters Score -5840862 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -5841522.000000 Penalty: 5350.949707
	Iteration 5Q: 3 clusters Score -5841522 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -5842376.000000 Penalty: 5350.949707
	Iteration 6Q: 3 clusters Score -5842376 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -5843655.500000 Penalty: 5350.949707
	Iteration 7Q: 3 clusters Score -5843656 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -5845613.500000 Penalty: 5350.949707
	Iteration 8F: 3 clusters Score -5845614 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -5848297.000000 Penalty: 5350.949707
	Iteration 9F: 3 clusters Score -5848297 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -5851197.000000 Penalty: 5350.949707
	Iteration 10F: 3 clusters Score -5851197 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -5853730.500000 Penalty: 5350.949707
	Iteration 11F: 3 clusters Score -5853730 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5855387.500000 Penalty: 5350.949707
	Iteration 12Q: 3 clusters Score -5855388 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5856321.500000 Penalty: 5350.949707
	Iteration 13Q: 3 clusters Score -5856322 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5856777.000000 Penalty: 5350.949707
	Iteration 14Q: 3 clusters Score -5856777 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5856979.000000 Penalty: 5350.949707
	Iteration 15Q: 3 clusters Score -5856979 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5857111.500000 Penalty: 5350.949707
	Iteration 16Q: 3 clusters Score -5857112 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5857175.500000 Penalty: 5350.949707
	Iteration 17Q: 3 clusters Score -5857176 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5857224.000000 Penalty: 5350.949707
	Iteration 18Q: 3 clusters Score -5857224 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5857277.500000 Penalty: 5350.949707
	Iteration 19Q: 3 clusters Score -5857278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5857311.000000 Penalty: 5350.949707
	Iteration 20F: 3 clusters Score -5857311 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5857339.000000 Penalty: 5350.949707
	Iteration 21Q: 3 clusters Score -5857339 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5857345.000000 Penalty: 5350.949707
	Iteration 22Q: 3 clusters Score -5857345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5857388.500000 Penalty: 5350.949707
	Iteration 23Q: 3 clusters Score -5857388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5857401.000000 Penalty: 5350.949707
	Iteration 24Q: 3 clusters Score -5857401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5857421.000000 Penalty: 5350.949707
	Iteration 25Q: 3 clusters Score -5857421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5857430.000000 Penalty: 5350.949707
	Iteration 26Q: 3 clusters Score -5857430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5857439.000000 Penalty: 5350.949707
	Iteration 27Q: 3 clusters Score -5857439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5857447.000000 Penalty: 5350.949707
	Iteration 28Q: 3 clusters Score -5857447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5857446.000000 Penalty: 5350.949707
	Iteration 29Q: 3 clusters Score -5857446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5857447.500000 Penalty: 5350.949707
	Iteration 30Q: 3 clusters Score -5857448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5857449.000000 Penalty: 5350.949707
	Iteration 31Q: 3 clusters Score -5857449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5857455.500000 Penalty: 5350.949707
	Iteration 32Q: 3 clusters Score -5857456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5857455.000000 Penalty: 5350.949707
	Iteration 33Q: 3 clusters Score -5857455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5857450.000000 Penalty: 5350.949707
	Iteration 34Q: 3 clusters Score -5857450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5857454.000000 Penalty: 5350.949707
	Iteration 35Q: 3 clusters Score -5857454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5857454.000000 Penalty: 5350.949707
	Iteration 36F: 3 clusters Score -5857454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (256905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256905 members 
Entering Unmasked Estep 
Score: -31563242.000000 Penalty: 3089.202637
	Iteration 0F: 2 clusters Score -3.156324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128339 members 
Mstep: Class 2 contains 128566 members 
Entering Unmasked Estep 
Score: -31395162.000000 Penalty: 6178.405273
	Iteration 0F: 3 clusters Score -3.139516e+07 nChanged 123914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128847 members 
Mstep: Class 2 contains 128058 members 
Entering Unmasked Estep 
Score: -31468370.000000 Penalty: 6178.405273
	Iteration 1F: 3 clusters Score -3.146837e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129242 members 
Mstep: Class 2 contains 127663 members 
Entering Unmasked Estep 
Score: -31469402.000000 Penalty: 6178.405273
	Iteration 2Q: 3 clusters Score -3.14694e+07 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129821 members 
Mstep: Class 2 contains 127084 members 
Entering Unmasked Estep 
Score: -31470492.000000 Penalty: 6178.405273
	Iteration 3Q: 3 clusters Score -3.147049e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130608 members 
Mstep: Class 2 contains 126297 members 
Entering Unmasked Estep 
Score: -31471680.000000 Penalty: 6178.405273
	Iteration 4Q: 3 clusters Score -3.147168e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131800 members 
Mstep: Class 2 contains 125105 members 
Entering Unmasked Estep 
Score: -31473464.000000 Penalty: 6178.405273
	Iteration 5Q: 3 clusters Score -3.147346e+07 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133368 members 
Mstep: Class 2 contains 123537 members 
Entering Unmasked Estep 
Score: -31475676.000000 Penalty: 6178.405273
	Iteration 6Q: 3 clusters Score -3.147568e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135243 members 
Mstep: Class 2 contains 121662 members 
Entering Unmasked Estep 
Score: -31478086.000000 Penalty: 6178.405273
	Iteration 7Q: 3 clusters Score -3.147809e+07 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137526 members 
Mstep: Class 2 contains 119379 members 
Entering Unmasked Estep 
Score: -31480846.000000 Penalty: 6178.405273
	Iteration 8Q: 3 clusters Score -3.148085e+07 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140133 members 
Mstep: Class 2 contains 116772 members 
Entering Unmasked Estep 
Score: -31484376.000000 Penalty: 6178.405273
	Iteration 9Q: 3 clusters Score -3.148438e+07 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143069 members 
Mstep: Class 2 contains 113836 members 
Entering Unmasked Estep 
Score: -31488538.000000 Penalty: 6178.405273
	Iteration 10Q: 3 clusters Score -3.148854e+07 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146178 members 
Mstep: Class 2 contains 110727 members 
Entering Unmasked Estep 
Score: -31492790.000000 Penalty: 6178.405273
	Iteration 11Q: 3 clusters Score -3.149279e+07 nChanged 11149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149323 members 
Mstep: Class 2 contains 107582 members 
Entering Unmasked Estep 
Score: -31497244.000000 Penalty: 6178.405273
	Iteration 12Q: 3 clusters Score -3.149724e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152387 members 
Mstep: Class 2 contains 104518 members 
Entering Unmasked Estep 
Score: -31501648.000000 Penalty: 6178.405273
	Iteration 13Q: 3 clusters Score -3.150165e+07 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155361 members 
Mstep: Class 2 contains 101544 members 
Entering Unmasked Estep 
Score: -31506658.000000 Penalty: 6178.405273
	Iteration 14Q: 3 clusters Score -3.150666e+07 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158395 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -31511982.000000 Penalty: 6178.405273
	Iteration 15Q: 3 clusters Score -3.151198e+07 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161477 members 
Mstep: Class 2 contains 95428 members 
Entering Unmasked Estep 
Score: -31517988.000000 Penalty: 6178.405273
	Iteration 16Q: 3 clusters Score -3.151799e+07 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164653 members 
Mstep: Class 2 contains 92252 members 
Entering Unmasked Estep 
Score: -31525526.000000 Penalty: 6178.405273
	Iteration 17Q: 3 clusters Score -3.152553e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168132 members 
Mstep: Class 2 contains 88773 members 
Entering Unmasked Estep 
Score: -31531664.000000 Penalty: 6178.405273
	Iteration 18Q: 3 clusters Score -3.153166e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171819 members 
Mstep: Class 2 contains 85086 members 
Entering Unmasked Estep 
Score: -31534828.000000 Penalty: 6178.405273
	Iteration 19Q: 3 clusters Score -3.153483e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175749 members 
Mstep: Class 2 contains 81156 members 
Entering Unmasked Estep 
Score: -31536880.000000 Penalty: 6178.405273
	Iteration 20F: 3 clusters Score -3.153688e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179895 members 
Mstep: Class 2 contains 77010 members 
Entering Unmasked Estep 
Score: -31538452.000000 Penalty: 6178.405273
	Iteration 21Q: 3 clusters Score -3.153845e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184284 members 
Mstep: Class 2 contains 72621 members 
Entering Unmasked Estep 
Score: -31540636.000000 Penalty: 6178.405273
	Iteration 22Q: 3 clusters Score -3.154064e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188802 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
Score: -31542692.000000 Penalty: 6178.405273
	Iteration 23Q: 3 clusters Score -3.154269e+07 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193361 members 
Mstep: Class 2 contains 63544 members 
Entering Unmasked Estep 
Score: -31544736.000000 Penalty: 6178.405273
	Iteration 24Q: 3 clusters Score -3.154474e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197833 members 
Mstep: Class 2 contains 59072 members 
Entering Unmasked Estep 
Score: -31546680.000000 Penalty: 6178.405273
	Iteration 25Q: 3 clusters Score -3.154668e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202084 members 
Mstep: Class 2 contains 54821 members 
Entering Unmasked Estep 
Score: -31548374.000000 Penalty: 6178.405273
	Iteration 26Q: 3 clusters Score -3.154837e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206026 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -31549670.000000 Penalty: 6178.405273
	Iteration 27Q: 3 clusters Score -3.154967e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209678 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -31550634.000000 Penalty: 6178.405273
	Iteration 28Q: 3 clusters Score -3.155063e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213068 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -31551478.000000 Penalty: 6178.405273
	Iteration 29Q: 3 clusters Score -3.155148e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216202 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -31552506.000000 Penalty: 6178.405273
	Iteration 30Q: 3 clusters Score -3.155251e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219120 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -31553324.000000 Penalty: 6178.405273
	Iteration 31Q: 3 clusters Score -3.155332e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221767 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -31553816.000000 Penalty: 6178.405273
	Iteration 32Q: 3 clusters Score -3.155382e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224264 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -31554352.000000 Penalty: 6178.405273
	Iteration 33Q: 3 clusters Score -3.155435e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226690 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -31554780.000000 Penalty: 6178.405273
	Iteration 34Q: 3 clusters Score -3.155478e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228896 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -31555254.000000 Penalty: 6178.405273
	Iteration 35Q: 3 clusters Score -3.155525e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230894 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -31555678.000000 Penalty: 6178.405273
	Iteration 36Q: 3 clusters Score -3.155568e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232660 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -31556098.000000 Penalty: 6178.405273
	Iteration 37Q: 3 clusters Score -3.15561e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234326 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -31556346.000000 Penalty: 6178.405273
	Iteration 38Q: 3 clusters Score -3.155635e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235831 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -31556680.000000 Penalty: 6178.405273
	Iteration 39Q: 3 clusters Score -3.155668e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237158 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -31557064.000000 Penalty: 6178.405273
	Iteration 40F: 3 clusters Score -3.155706e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238415 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -31557288.000000 Penalty: 6178.405273
	Iteration 41Q: 3 clusters Score -3.155729e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239594 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -31557542.000000 Penalty: 6178.405273
	Iteration 42Q: 3 clusters Score -3.155754e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240748 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -31557762.000000 Penalty: 6178.405273
	Iteration 43Q: 3 clusters Score -3.155776e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241787 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -31557938.000000 Penalty: 6178.405273
	Iteration 44Q: 3 clusters Score -3.155794e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242827 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -31558228.000000 Penalty: 6178.405273
	Iteration 45Q: 3 clusters Score -3.155823e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243793 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -31558488.000000 Penalty: 6178.405273
	Iteration 46Q: 3 clusters Score -3.155849e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244706 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -31558710.000000 Penalty: 6178.405273
	Iteration 47Q: 3 clusters Score -3.155871e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245516 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -31558904.000000 Penalty: 6178.405273
	Iteration 48Q: 3 clusters Score -3.15589e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246274 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -31559068.000000 Penalty: 6178.405273
	Iteration 49Q: 3 clusters Score -3.155907e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246996 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -31559192.000000 Penalty: 6178.405273
	Iteration 50Q: 3 clusters Score -3.155919e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247676 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -31559284.000000 Penalty: 6178.405273
	Iteration 51Q: 3 clusters Score -3.155928e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248321 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -31559324.000000 Penalty: 6178.405273
	Iteration 52Q: 3 clusters Score -3.155932e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248925 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -31559492.000000 Penalty: 6178.405273
	Iteration 53Q: 3 clusters Score -3.155949e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249450 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -31559638.000000 Penalty: 6178.405273
	Iteration 54Q: 3 clusters Score -3.155964e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249923 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -31559712.000000 Penalty: 6178.405273
	Iteration 55Q: 3 clusters Score -3.155971e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250338 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -31559792.000000 Penalty: 6178.405273
	Iteration 56Q: 3 clusters Score -3.155979e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250742 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -31559840.000000 Penalty: 6178.405273
	Iteration 57Q: 3 clusters Score -3.155984e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251106 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -31559870.000000 Penalty: 6178.405273
	Iteration 58Q: 3 clusters Score -3.155987e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251456 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -31559874.000000 Penalty: 6178.405273
	Iteration 59Q: 3 clusters Score -3.155987e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251756 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -31559884.000000 Penalty: 6178.405273
	Iteration 60F: 3 clusters Score -3.155988e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252036 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -31559942.000000 Penalty: 6178.405273
	Iteration 61Q: 3 clusters Score -3.155994e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252277 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -31559968.000000 Penalty: 6178.405273
	Iteration 62Q: 3 clusters Score -3.155997e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252491 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -31559988.000000 Penalty: 6178.405273
	Iteration 63Q: 3 clusters Score -3.155999e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252706 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -31560054.000000 Penalty: 6178.405273
	Iteration 64Q: 3 clusters Score -3.156005e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252930 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -31560062.000000 Penalty: 6178.405273
	Iteration 65Q: 3 clusters Score -3.156006e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253134 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -31560154.000000 Penalty: 6178.405273
	Iteration 66Q: 3 clusters Score -3.156015e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253337 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -31560194.000000 Penalty: 6178.405273
	Iteration 67Q: 3 clusters Score -3.156019e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253508 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -31560174.000000 Penalty: 6178.405273
	Iteration 68Q: 3 clusters Score -3.156017e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253677 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -31560222.000000 Penalty: 6178.405273
	Iteration 69Q: 3 clusters Score -3.156022e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253843 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -31560322.000000 Penalty: 6178.405273
	Iteration 70Q: 3 clusters Score -3.156032e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253984 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -31560268.000000 Penalty: 6178.405273
	Iteration 71Q: 3 clusters Score -3.156027e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254116 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -31560312.000000 Penalty: 6178.405273
	Iteration 72Q: 3 clusters Score -3.156031e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254239 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -31560378.000000 Penalty: 6178.405273
	Iteration 73Q: 3 clusters Score -3.156038e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254374 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -31560374.000000 Penalty: 6178.405273
	Iteration 74Q: 3 clusters Score -3.156037e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254495 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -31560474.000000 Penalty: 6178.405273
	Iteration 75Q: 3 clusters Score -3.156047e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254600 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -31560474.000000 Penalty: 6178.405273
	Iteration 76Q: 3 clusters Score -3.156047e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254698 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -31560448.000000 Penalty: 6178.405273
	Iteration 77Q: 3 clusters Score -3.156045e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254799 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -31560492.000000 Penalty: 6178.405273
	Iteration 78Q: 3 clusters Score -3.156049e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254896 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -31560524.000000 Penalty: 6178.405273
	Iteration 79Q: 3 clusters Score -3.156052e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254994 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -31560526.000000 Penalty: 6178.405273
	Iteration 80F: 3 clusters Score -3.156053e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255065 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -31560520.000000 Penalty: 6178.405273
	Iteration 81Q: 3 clusters Score -3.156052e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255133 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -31560514.000000 Penalty: 6178.405273
	Iteration 82Q: 3 clusters Score -3.156051e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255195 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -31560590.000000 Penalty: 6178.405273
	Iteration 83Q: 3 clusters Score -3.156059e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255247 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -31560582.000000 Penalty: 6178.405273
	Iteration 84Q: 3 clusters Score -3.156058e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255304 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -31560568.000000 Penalty: 6178.405273
	Iteration 85Q: 3 clusters Score -3.156057e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255356 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -31560574.000000 Penalty: 6178.405273
	Iteration 86Q: 3 clusters Score -3.156057e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255414 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -31560542.000000 Penalty: 6178.405273
	Iteration 87Q: 3 clusters Score -3.156054e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255449 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -31560548.000000 Penalty: 6178.405273
	Iteration 88Q: 3 clusters Score -3.156055e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255484 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -31560570.000000 Penalty: 6178.405273
	Iteration 89Q: 3 clusters Score -3.156057e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255510 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -31560548.000000 Penalty: 6178.405273
	Iteration 90Q: 3 clusters Score -3.156055e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255533 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -31560558.000000 Penalty: 6178.405273
	Iteration 91Q: 3 clusters Score -3.156056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255552 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -31560566.000000 Penalty: 6178.405273
	Iteration 92Q: 3 clusters Score -3.156057e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255574 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -31560546.000000 Penalty: 6178.405273
	Iteration 93Q: 3 clusters Score -3.156055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255585 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -31560538.000000 Penalty: 6178.405273
	Iteration 94Q: 3 clusters Score -3.156054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255595 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -31560550.000000 Penalty: 6178.405273
	Iteration 95Q: 3 clusters Score -3.156055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255611 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -31560558.000000 Penalty: 6178.405273
	Iteration 96Q: 3 clusters Score -3.156056e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255628 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -31560560.000000 Penalty: 6178.405273
	Iteration 97Q: 3 clusters Score -3.156056e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255649 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -31560562.000000 Penalty: 6178.405273
	Iteration 98Q: 3 clusters Score -3.156056e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255667 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -31560574.000000 Penalty: 6178.405273
	Iteration 99Q: 3 clusters Score -3.156057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255681 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -31560572.000000 Penalty: 6178.405273
	Iteration 100F: 3 clusters Score -3.156057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255690 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -31560578.000000 Penalty: 6178.405273
	Iteration 101Q: 3 clusters Score -3.156058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255697 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -31560562.000000 Penalty: 6178.405273
	Iteration 102Q: 3 clusters Score -3.156056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255705 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -31560576.000000 Penalty: 6178.405273
	Iteration 103Q: 3 clusters Score -3.156058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255716 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -31560582.000000 Penalty: 6178.405273
	Iteration 104Q: 3 clusters Score -3.156058e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255728 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -31560596.000000 Penalty: 6178.405273
	Iteration 105Q: 3 clusters Score -3.15606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255741 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -31560590.000000 Penalty: 6178.405273
	Iteration 106Q: 3 clusters Score -3.156059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255749 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -31560576.000000 Penalty: 6178.405273
	Iteration 107Q: 3 clusters Score -3.156058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255753 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -31560586.000000 Penalty: 6178.405273
	Iteration 108Q: 3 clusters Score -3.156059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255759 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -31560598.000000 Penalty: 6178.405273
	Iteration 109Q: 3 clusters Score -3.15606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255769 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -31560590.000000 Penalty: 6178.405273
	Iteration 110Q: 3 clusters Score -3.156059e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255779 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -31560580.000000 Penalty: 6178.405273
	Iteration 111Q: 3 clusters Score -3.156058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255789 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -31560624.000000 Penalty: 6178.405273
	Iteration 112Q: 3 clusters Score -3.156062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255797 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -31560612.000000 Penalty: 6178.405273
	Iteration 113Q: 3 clusters Score -3.156061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255808 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -31560606.000000 Penalty: 6178.405273
	Iteration 114Q: 3 clusters Score -3.156061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255819 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -31560612.000000 Penalty: 6178.405273
	Iteration 115Q: 3 clusters Score -3.156061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255825 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -31560628.000000 Penalty: 6178.405273
	Iteration 116Q: 3 clusters Score -3.156063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255833 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -31560628.000000 Penalty: 6178.405273
	Iteration 117Q: 3 clusters Score -3.156063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255843 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -31560610.000000 Penalty: 6178.405273
	Iteration 118Q: 3 clusters Score -3.156061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255852 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -31560624.000000 Penalty: 6178.405273
	Iteration 119Q: 3 clusters Score -3.156062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255857 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -31560618.000000 Penalty: 6178.405273
	Iteration 120F: 3 clusters Score -3.156062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255864 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -31560616.000000 Penalty: 6178.405273
	Iteration 121Q: 3 clusters Score -3.156062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255865 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -31560616.000000 Penalty: 6178.405273
	Iteration 122Q: 3 clusters Score -3.156062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255870 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -31560606.000000 Penalty: 6178.405273
	Iteration 123Q: 3 clusters Score -3.156061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255871 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -31560612.000000 Penalty: 6178.405273
	Iteration 124Q: 3 clusters Score -3.156061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255874 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -31560624.000000 Penalty: 6178.405273
	Iteration 125Q: 3 clusters Score -3.156062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255875 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -31560622.000000 Penalty: 6178.405273
	Iteration 126Q: 3 clusters Score -3.156062e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255876 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -31560624.000000 Penalty: 6178.405273
	Iteration 127Q: 3 clusters Score -3.156062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255876 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -31560624.000000 Penalty: 6178.405273
	Iteration 128F: 3 clusters Score -3.156062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Entering Unmasked Estep 
Score: -340602.031250 Penalty: 1975.627441
	Iteration 0F: 2 clusters Score -340602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -337470.218750 Penalty: 3951.254883
	Iteration 0F: 3 clusters Score -337470.2 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -338526.156250 Penalty: 3951.254883
	Iteration 1F: 3 clusters Score -338526.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -339581.281250 Penalty: 3951.254883
	Iteration 2F: 3 clusters Score -339581.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -340171.000000 Penalty: 3951.254883
	Iteration 3F: 3 clusters Score -340171 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -340476.718750 Penalty: 3951.254883
	Iteration 4F: 3 clusters Score -340476.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -340739.000000 Penalty: 3951.254883
	Iteration 5F: 3 clusters Score -340739 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -341016.250000 Penalty: 3951.254883
	Iteration 6Q: 3 clusters Score -341016.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -341200.062500 Penalty: 3951.254883
	Iteration 7Q: 3 clusters Score -341200.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -341299.843750 Penalty: 3951.254883
	Iteration 8Q: 3 clusters Score -341299.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -341379.312500 Penalty: 3951.254883
	Iteration 9Q: 3 clusters Score -341379.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -341494.500000 Penalty: 3951.254883
	Iteration 10Q: 3 clusters Score -341494.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -341713.812500 Penalty: 3951.254883
	Iteration 11Q: 3 clusters Score -341713.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -341896.625000 Penalty: 3951.254883
	Iteration 12Q: 3 clusters Score -341896.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -341995.656250 Penalty: 3951.254883
	Iteration 13Q: 3 clusters Score -341995.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -342055.187500 Penalty: 3951.254883
	Iteration 14Q: 3 clusters Score -342055.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -342095.500000 Penalty: 3951.254883
	Iteration 15Q: 3 clusters Score -342095.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -342127.062500 Penalty: 3951.254883
	Iteration 16Q: 3 clusters Score -342127.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -342150.531250 Penalty: 3951.254883
	Iteration 17Q: 3 clusters Score -342150.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -342170.718750 Penalty: 3951.254883
	Iteration 18Q: 3 clusters Score -342170.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -342194.281250 Penalty: 3951.254883
	Iteration 19Q: 3 clusters Score -342194.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -342218.031250 Penalty: 3951.254883
	Iteration 20F: 3 clusters Score -342218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -342237.500000 Penalty: 3951.254883
	Iteration 21Q: 3 clusters Score -342237.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -342259.937500 Penalty: 3951.254883
	Iteration 22Q: 3 clusters Score -342259.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -342280.187500 Penalty: 3951.254883
	Iteration 23Q: 3 clusters Score -342280.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -342296.687500 Penalty: 3951.254883
	Iteration 24Q: 3 clusters Score -342296.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -342307.937500 Penalty: 3951.254883
	Iteration 25Q: 3 clusters Score -342307.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -342314.906250 Penalty: 3951.254883
	Iteration 26Q: 3 clusters Score -342314.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -342322.718750 Penalty: 3951.254883
	Iteration 27Q: 3 clusters Score -342322.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -342327.250000 Penalty: 3951.254883
	Iteration 28Q: 3 clusters Score -342327.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -342331.281250 Penalty: 3951.254883
	Iteration 29Q: 3 clusters Score -342331.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -342336.500000 Penalty: 3951.254883
	Iteration 30Q: 3 clusters Score -342336.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -342340.968750 Penalty: 3951.254883
	Iteration 31Q: 3 clusters Score -342341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -342345.281250 Penalty: 3951.254883
	Iteration 32Q: 3 clusters Score -342345.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -342353.468750 Penalty: 3951.254883
	Iteration 33Q: 3 clusters Score -342353.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -342363.437500 Penalty: 3951.254883
	Iteration 34Q: 3 clusters Score -342363.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -342374.281250 Penalty: 3951.254883
	Iteration 35Q: 3 clusters Score -342374.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -342382.031250 Penalty: 3951.254883
	Iteration 36Q: 3 clusters Score -342382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -342387.125000 Penalty: 3951.254883
	Iteration 37Q: 3 clusters Score -342387.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -342389.531250 Penalty: 3951.254883
	Iteration 38Q: 3 clusters Score -342389.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -342392.687500 Penalty: 3951.254883
	Iteration 39Q: 3 clusters Score -342392.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -342396.125000 Penalty: 3951.254883
	Iteration 40F: 3 clusters Score -342396.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -342396.312500 Penalty: 3951.254883
	Iteration 41Q: 3 clusters Score -342396.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -342397.281250 Penalty: 3951.254883
	Iteration 42Q: 3 clusters Score -342397.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -342397.468750 Penalty: 3951.254883
	Iteration 43Q: 3 clusters Score -342397.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -342398.281250 Penalty: 3951.254883
	Iteration 44Q: 3 clusters Score -342398.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -342399.562500 Penalty: 3951.254883
	Iteration 45Q: 3 clusters Score -342399.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -342400.687500 Penalty: 3951.254883
	Iteration 46Q: 3 clusters Score -342400.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -342400.687500 Penalty: 3951.254883
	Iteration 47F: 3 clusters Score -342400.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 24784 members 
Mstep: Class 4 contains 6758 members 
Mstep: Class 5 contains 8030 members 
Mstep: Class 6 contains 199086 members 
Mstep: Class 7 contains 48446 members 
Mstep: Class 8 contains 256905 members 
Mstep: Class 9 contains 1633 members 
Mstep: Class 10 contains 24006 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 15650 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 11990 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 59751 members 
Mstep: Class 17 contains 181609 members 
Mstep: Class 18 contains 49194 members 
Mstep: Class 19 contains 224068 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12619 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 31213 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33779 members 
Mstep: Class 26 contains 8190 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 4974 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6133 members 
Mstep: Class 32 contains 2872 members 
Mstep: Class 33 contains 1249 members 
Entering Unmasked Estep 
Score: -148061840.000000 Penalty: 114863.273438
Splitting cluster 9 changes total score from -148061536.000000 to -148061840.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 10 (24006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Entering Unmasked Estep 
Score: -2856556.000000 Penalty: 2501.342529
	Iteration 0F: 2 clusters Score -2856556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2839874.500000 Penalty: 5002.685059
	Iteration 0F: 3 clusters Score -2839874 nChanged 10765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2845638.000000 Penalty: 5002.685059
	Iteration 1F: 3 clusters Score -2845638 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2846106.000000 Penalty: 5002.685059
	Iteration 2F: 3 clusters Score -2846106 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2846548.750000 Penalty: 5002.685059
	Iteration 3Q: 3 clusters Score -2846549 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2847065.250000 Penalty: 5002.685059
	Iteration 4Q: 3 clusters Score -2847065 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2847611.750000 Penalty: 5002.685059
	Iteration 5Q: 3 clusters Score -2847612 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2848293.000000 Penalty: 5002.685059
	Iteration 6F: 3 clusters Score -2848293 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2849123.750000 Penalty: 5002.685059
	Iteration 7F: 3 clusters Score -2849124 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2850124.250000 Penalty: 5002.685059
	Iteration 8F: 3 clusters Score -2850124 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2851266.750000 Penalty: 5002.685059
	Iteration 9F: 3 clusters Score -2851267 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2852263.750000 Penalty: 5002.685059
	Iteration 10F: 3 clusters Score -2852264 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2853008.000000 Penalty: 5002.685059
	Iteration 11Q: 3 clusters Score -2853008 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2853502.500000 Penalty: 5002.685059
	Iteration 12Q: 3 clusters Score -2853502 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2853804.500000 Penalty: 5002.685059
	Iteration 13Q: 3 clusters Score -2853804 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2853995.750000 Penalty: 5002.685059
	Iteration 14Q: 3 clusters Score -2853996 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2854139.000000 Penalty: 5002.685059
	Iteration 15Q: 3 clusters Score -2854139 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2854208.500000 Penalty: 5002.685059
	Iteration 16Q: 3 clusters Score -2854208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2854252.750000 Penalty: 5002.685059
	Iteration 17Q: 3 clusters Score -2854253 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2854278.750000 Penalty: 5002.685059
	Iteration 18Q: 3 clusters Score -2854279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2854297.750000 Penalty: 5002.685059
	Iteration 19Q: 3 clusters Score -2854298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2854304.250000 Penalty: 5002.685059
	Iteration 20F: 3 clusters Score -2854304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2854319.500000 Penalty: 5002.685059
	Iteration 21Q: 3 clusters Score -2854320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2854323.750000 Penalty: 5002.685059
	Iteration 22Q: 3 clusters Score -2854324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2854330.750000 Penalty: 5002.685059
	Iteration 23Q: 3 clusters Score -2854331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2854336.750000 Penalty: 5002.685059
	Iteration 24Q: 3 clusters Score -2854337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2854338.000000 Penalty: 5002.685059
	Iteration 25Q: 3 clusters Score -2854338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2854337.250000 Penalty: 5002.685059
	Iteration 26Q: 3 clusters Score -2854337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2854340.750000 Penalty: 5002.685059
	Iteration 27Q: 3 clusters Score -2854341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2854346.000000 Penalty: 5002.685059
	Iteration 28Q: 3 clusters Score -2854346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2854349.250000 Penalty: 5002.685059
	Iteration 29Q: 3 clusters Score -2854349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2854350.500000 Penalty: 5002.685059
	Iteration 30Q: 3 clusters Score -2854350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2854351.000000 Penalty: 5002.685059
	Iteration 31Q: 3 clusters Score -2854351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2854351.000000 Penalty: 5002.685059
	Iteration 32F: 3 clusters Score -2854351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -106994.851562 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -106994.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -105220.625000 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -105220.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -106100.960938 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -106101 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -106505.085938 Penalty: 3450.446533
	Iteration 2F: 3 clusters Score -106505.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -106649.664062 Penalty: 3450.446533
	Iteration 3F: 3 clusters Score -106649.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -106734.382812 Penalty: 3450.446533
	Iteration 4Q: 3 clusters Score -106734.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -106899.898438 Penalty: 3450.446533
	Iteration 5Q: 3 clusters Score -106899.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -107185.812500 Penalty: 3450.446533
	Iteration 6Q: 3 clusters Score -107185.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -107576.609375 Penalty: 3450.446533
	Iteration 7Q: 3 clusters Score -107576.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -107737.781250 Penalty: 3450.446533
	Iteration 8Q: 3 clusters Score -107737.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -107798.210938 Penalty: 3450.446533
	Iteration 9Q: 3 clusters Score -107798.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -107827.578125 Penalty: 3450.446533
	Iteration 10Q: 3 clusters Score -107827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -107832.718750 Penalty: 3450.446533
	Iteration 11Q: 3 clusters Score -107832.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -107832.718750 Penalty: 3450.446533
	Iteration 12F: 3 clusters Score -107832.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 24784 members 
Mstep: Class 4 contains 6758 members 
Mstep: Class 5 contains 8030 members 
Mstep: Class 6 contains 199086 members 
Mstep: Class 7 contains 48446 members 
Mstep: Class 8 contains 256905 members 
Mstep: Class 9 contains 1633 members 
Mstep: Class 10 contains 24006 members 
Mstep: Class 11 contains 254 members 
Mstep: Class 12 contains 15650 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 11990 members 
Mstep: Class 15 contains 828 members 
Mstep: Class 16 contains 59751 members 
Mstep: Class 17 contains 181609 members 
Mstep: Class 18 contains 49194 members 
Mstep: Class 19 contains 224068 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12619 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 31213 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33779 members 
Mstep: Class 26 contains 8190 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 4974 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6133 members 
Mstep: Class 32 contains 2872 members 
Mstep: Class 33 contains 1249 members 
Mstep: Class 34 contains 796 members 
Entering Unmasked Estep 
Score: -148060896.000000 Penalty: 118343.976562
Splitting cluster 11 changes total score from -148061536.000000 to -148060896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (15650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Entering Unmasked Estep 
Score: -1828977.250000 Penalty: 2395.239990
	Iteration 0F: 2 clusters Score -1828977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1817659.750000 Penalty: 4790.479980
	Iteration 0F: 3 clusters Score -1817660 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1821304.250000 Penalty: 4790.479980
	Iteration 1F: 3 clusters Score -1821304 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1821743.375000 Penalty: 4790.479980
	Iteration 2F: 3 clusters Score -1821743 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1822114.875000 Penalty: 4790.479980
	Iteration 3F: 3 clusters Score -1822115 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1822485.750000 Penalty: 4790.479980
	Iteration 4Q: 3 clusters Score -1822486 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1822893.000000 Penalty: 4790.479980
	Iteration 5Q: 3 clusters Score -1822893 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1823381.375000 Penalty: 4790.479980
	Iteration 6Q: 3 clusters Score -1823381 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1823834.625000 Penalty: 4790.479980
	Iteration 7Q: 3 clusters Score -1823835 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1824270.125000 Penalty: 4790.479980
	Iteration 8Q: 3 clusters Score -1824270 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1824614.000000 Penalty: 4790.479980
	Iteration 9Q: 3 clusters Score -1824614 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1824894.000000 Penalty: 4790.479980
	Iteration 10Q: 3 clusters Score -1824894 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1825114.875000 Penalty: 4790.479980
	Iteration 11Q: 3 clusters Score -1825115 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1825264.125000 Penalty: 4790.479980
	Iteration 12Q: 3 clusters Score -1825264 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1825364.000000 Penalty: 4790.479980
	Iteration 13Q: 3 clusters Score -1825364 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1825430.875000 Penalty: 4790.479980
	Iteration 14Q: 3 clusters Score -1825431 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1825476.875000 Penalty: 4790.479980
	Iteration 15Q: 3 clusters Score -1825477 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1825518.250000 Penalty: 4790.479980
	Iteration 16Q: 3 clusters Score -1825518 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1825556.625000 Penalty: 4790.479980
	Iteration 17Q: 3 clusters Score -1825557 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1825596.625000 Penalty: 4790.479980
	Iteration 18Q: 3 clusters Score -1825597 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1825623.750000 Penalty: 4790.479980
	Iteration 19Q: 3 clusters Score -1825624 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1825653.875000 Penalty: 4790.479980
	Iteration 20F: 3 clusters Score -1825654 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1825689.750000 Penalty: 4790.479980
	Iteration 21Q: 3 clusters Score -1825690 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1825716.750000 Penalty: 4790.479980
	Iteration 22Q: 3 clusters Score -1825717 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1825737.625000 Penalty: 4790.479980
	Iteration 23Q: 3 clusters Score -1825738 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1825765.250000 Penalty: 4790.479980
	Iteration 24Q: 3 clusters Score -1825765 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1825793.125000 Penalty: 4790.479980
	Iteration 25Q: 3 clusters Score -1825793 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1825833.875000 Penalty: 4790.479980
	Iteration 26Q: 3 clusters Score -1825834 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1825872.875000 Penalty: 4790.479980
	Iteration 27Q: 3 clusters Score -1825873 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1825919.250000 Penalty: 4790.479980
	Iteration 28Q: 3 clusters Score -1825919 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1825964.750000 Penalty: 4790.479980
	Iteration 29Q: 3 clusters Score -1825965 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1826009.125000 Penalty: 4790.479980
	Iteration 30Q: 3 clusters Score -1826009 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1826060.125000 Penalty: 4790.479980
	Iteration 31Q: 3 clusters Score -1826060 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1826111.625000 Penalty: 4790.479980
	Iteration 32Q: 3 clusters Score -1826112 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1826176.375000 Penalty: 4790.479980
	Iteration 33Q: 3 clusters Score -1826176 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1826247.250000 Penalty: 4790.479980
	Iteration 34Q: 3 clusters Score -1826247 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1826322.875000 Penalty: 4790.479980
	Iteration 35Q: 3 clusters Score -1826323 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1826399.375000 Penalty: 4790.479980
	Iteration 36Q: 3 clusters Score -1826399 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1826473.125000 Penalty: 4790.479980
	Iteration 37Q: 3 clusters Score -1826473 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1826547.875000 Penalty: 4790.479980
	Iteration 38Q: 3 clusters Score -1826548 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1826647.625000 Penalty: 4790.479980
	Iteration 39Q: 3 clusters Score -1826648 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1826757.625000 Penalty: 4790.479980
	Iteration 40F: 3 clusters Score -1826758 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -1826864.500000 Penalty: 4790.479980
	Iteration 41Q: 3 clusters Score -1826864 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1826964.375000 Penalty: 4790.479980
	Iteration 42Q: 3 clusters Score -1826964 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1827101.500000 Penalty: 4790.479980
	Iteration 43Q: 3 clusters Score -1827102 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1827267.375000 Penalty: 4790.479980
	Iteration 44Q: 3 clusters Score -1827267 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1827444.750000 Penalty: 4790.479980
	Iteration 45Q: 3 clusters Score -1827445 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1827575.250000 Penalty: 4790.479980
	Iteration 46Q: 3 clusters Score -1827575 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1827670.375000 Penalty: 4790.479980
	Iteration 47Q: 3 clusters Score -1827670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -1827715.500000 Penalty: 4790.479980
	Iteration 48Q: 3 clusters Score -1827716 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1827750.375000 Penalty: 4790.479980
	Iteration 49Q: 3 clusters Score -1827750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1827768.375000 Penalty: 4790.479980
	Iteration 50Q: 3 clusters Score -1827768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1827779.875000 Penalty: 4790.479980
	Iteration 51Q: 3 clusters Score -1827780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1827789.250000 Penalty: 4790.479980
	Iteration 52Q: 3 clusters Score -1827789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1827797.250000 Penalty: 4790.479980
	Iteration 53Q: 3 clusters Score -1827797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1827798.625000 Penalty: 4790.479980
	Iteration 54Q: 3 clusters Score -1827799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1827803.750000 Penalty: 4790.479980
	Iteration 55Q: 3 clusters Score -1827804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1827808.625000 Penalty: 4790.479980
	Iteration 56Q: 3 clusters Score -1827809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1827816.500000 Penalty: 4790.479980
	Iteration 57Q: 3 clusters Score -1827816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1827818.750000 Penalty: 4790.479980
	Iteration 58Q: 3 clusters Score -1827819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1827818.750000 Penalty: 4790.479980
	Iteration 59Q: 3 clusters Score -1827819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -1827818.250000 Penalty: 4790.479980
	Iteration 60F: 3 clusters Score -1827818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1827817.250000 Penalty: 4790.479980
	Iteration 61Q: 3 clusters Score -1827817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1827817.250000 Penalty: 4790.479980
	Iteration 62F: 3 clusters Score -1827817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -532885.875000 Penalty: 2088.110596
	Iteration 0F: 2 clusters Score -532885.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -528697.750000 Penalty: 4176.221191
	Iteration 0F: 3 clusters Score -528697.8 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -529673.812500 Penalty: 4176.221191
	Iteration 1F: 3 clusters Score -529673.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -529894.375000 Penalty: 4176.221191
	Iteration 2F: 3 clusters Score -529894.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -530053.812500 Penalty: 4176.221191
	Iteration 3F: 3 clusters Score -530053.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -530219.375000 Penalty: 4176.221191
	Iteration 4Q: 3 clusters Score -530219.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -530413.250000 Penalty: 4176.221191
	Iteration 5F: 3 clusters Score -530413.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -530619.125000 Penalty: 4176.221191
	Iteration 6Q: 3 clusters Score -530619.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -530817.187500 Penalty: 4176.221191
	Iteration 7F: 3 clusters Score -530817.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -530970.125000 Penalty: 4176.221191
	Iteration 8Q: 3 clusters Score -530970.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -531101.750000 Penalty: 4176.221191
	Iteration 9Q: 3 clusters Score -531101.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -531199.750000 Penalty: 4176.221191
	Iteration 10Q: 3 clusters Score -531199.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -531258.562500 Penalty: 4176.221191
	Iteration 11Q: 3 clusters Score -531258.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -531300.937500 Penalty: 4176.221191
	Iteration 12Q: 3 clusters Score -531300.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -531330.750000 Penalty: 4176.221191
	Iteration 13Q: 3 clusters Score -531330.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -531365.937500 Penalty: 4176.221191
	Iteration 14Q: 3 clusters Score -531365.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -531393.187500 Penalty: 4176.221191
	Iteration 15Q: 3 clusters Score -531393.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -531423.562500 Penalty: 4176.221191
	Iteration 16Q: 3 clusters Score -531423.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -531441.000000 Penalty: 4176.221191
	Iteration 17Q: 3 clusters Score -531441 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -531451.812500 Penalty: 4176.221191
	Iteration 18Q: 3 clusters Score -531451.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -531459.812500 Penalty: 4176.221191
	Iteration 19Q: 3 clusters Score -531459.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -531465.437500 Penalty: 4176.221191
	Iteration 20F: 3 clusters Score -531465.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -531470.375000 Penalty: 4176.221191
	Iteration 21Q: 3 clusters Score -531470.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -531471.125000 Penalty: 4176.221191
	Iteration 22Q: 3 clusters Score -531471.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -531472.187500 Penalty: 4176.221191
	Iteration 23Q: 3 clusters Score -531472.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -531473.187500 Penalty: 4176.221191
	Iteration 24Q: 3 clusters Score -531473.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -531472.937500 Penalty: 4176.221191
	Iteration 25Q: 3 clusters Score -531472.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -531472.937500 Penalty: 4176.221191
	Iteration 26F: 3 clusters Score -531472.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Entering Unmasked Estep 
Score: -1355264.625000 Penalty: 2329.173584
	Iteration 0F: 2 clusters Score -1355265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1346341.125000 Penalty: 4658.347168
	Iteration 0F: 3 clusters Score -1346341 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1349255.625000 Penalty: 4658.347168
	Iteration 1F: 3 clusters Score -1349256 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1349798.750000 Penalty: 4658.347168
	Iteration 2F: 3 clusters Score -1349799 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1350299.875000 Penalty: 4658.347168
	Iteration 3F: 3 clusters Score -1350300 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1350743.125000 Penalty: 4658.347168
	Iteration 4F: 3 clusters Score -1350743 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1351157.875000 Penalty: 4658.347168
	Iteration 5F: 3 clusters Score -1351158 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1351497.250000 Penalty: 4658.347168
	Iteration 6Q: 3 clusters Score -1351497 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1351802.875000 Penalty: 4658.347168
	Iteration 7Q: 3 clusters Score -1351803 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1352083.375000 Penalty: 4658.347168
	Iteration 8Q: 3 clusters Score -1352083 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1352359.875000 Penalty: 4658.347168
	Iteration 9Q: 3 clusters Score -1352360 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1352577.750000 Penalty: 4658.347168
	Iteration 10Q: 3 clusters Score -1352578 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1352791.875000 Penalty: 4658.347168
	Iteration 11Q: 3 clusters Score -1352792 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1352949.750000 Penalty: 4658.347168
	Iteration 12Q: 3 clusters Score -1352950 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1353070.500000 Penalty: 4658.347168
	Iteration 13Q: 3 clusters Score -1353070 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1353174.125000 Penalty: 4658.347168
	Iteration 14Q: 3 clusters Score -1353174 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1353258.750000 Penalty: 4658.347168
	Iteration 15Q: 3 clusters Score -1353259 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1353315.750000 Penalty: 4658.347168
	Iteration 16Q: 3 clusters Score -1353316 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1353362.125000 Penalty: 4658.347168
	Iteration 17Q: 3 clusters Score -1353362 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1353410.625000 Penalty: 4658.347168
	Iteration 18Q: 3 clusters Score -1353411 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1353465.250000 Penalty: 4658.347168
	Iteration 19Q: 3 clusters Score -1353465 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1353508.375000 Penalty: 4658.347168
	Iteration 20F: 3 clusters Score -1353508 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1353557.000000 Penalty: 4658.347168
	Iteration 21Q: 3 clusters Score -1353557 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1353596.000000 Penalty: 4658.347168
	Iteration 22Q: 3 clusters Score -1353596 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1353634.125000 Penalty: 4658.347168
	Iteration 23Q: 3 clusters Score -1353634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1353660.250000 Penalty: 4658.347168
	Iteration 24Q: 3 clusters Score -1353660 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1353691.250000 Penalty: 4658.347168
	Iteration 25Q: 3 clusters Score -1353691 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1353726.750000 Penalty: 4658.347168
	Iteration 26Q: 3 clusters Score -1353727 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1353757.875000 Penalty: 4658.347168
	Iteration 27Q: 3 clusters Score -1353758 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1353801.250000 Penalty: 4658.347168
	Iteration 28Q: 3 clusters Score -1353801 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1353863.250000 Penalty: 4658.347168
	Iteration 29Q: 3 clusters Score -1353863 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1353912.500000 Penalty: 4658.347168
	Iteration 30Q: 3 clusters Score -1353912 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1353958.250000 Penalty: 4658.347168
	Iteration 31Q: 3 clusters Score -1353958 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1353989.000000 Penalty: 4658.347168
	Iteration 32Q: 3 clusters Score -1353989 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1354007.750000 Penalty: 4658.347168
	Iteration 33Q: 3 clusters Score -1354008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1354030.375000 Penalty: 4658.347168
	Iteration 34Q: 3 clusters Score -1354030 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1354043.750000 Penalty: 4658.347168
	Iteration 35Q: 3 clusters Score -1354044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1354068.625000 Penalty: 4658.347168
	Iteration 36Q: 3 clusters Score -1354069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1354096.375000 Penalty: 4658.347168
	Iteration 37Q: 3 clusters Score -1354096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1354124.750000 Penalty: 4658.347168
	Iteration 38Q: 3 clusters Score -1354125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1354154.875000 Penalty: 4658.347168
	Iteration 39Q: 3 clusters Score -1354155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1354189.750000 Penalty: 4658.347168
	Iteration 40F: 3 clusters Score -1354190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1354238.000000 Penalty: 4658.347168
	Iteration 41Q: 3 clusters Score -1354238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1354299.000000 Penalty: 4658.347168
	Iteration 42Q: 3 clusters Score -1354299 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1354346.625000 Penalty: 4658.347168
	Iteration 43Q: 3 clusters Score -1354347 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1354400.125000 Penalty: 4658.347168
	Iteration 44Q: 3 clusters Score -1354400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1354439.500000 Penalty: 4658.347168
	Iteration 45Q: 3 clusters Score -1354440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1354471.750000 Penalty: 4658.347168
	Iteration 46Q: 3 clusters Score -1354472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1354519.375000 Penalty: 4658.347168
	Iteration 47Q: 3 clusters Score -1354519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1354571.875000 Penalty: 4658.347168
	Iteration 48Q: 3 clusters Score -1354572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1354595.750000 Penalty: 4658.347168
	Iteration 49Q: 3 clusters Score -1354596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1354605.250000 Penalty: 4658.347168
	Iteration 50Q: 3 clusters Score -1354605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1354609.500000 Penalty: 4658.347168
	Iteration 51Q: 3 clusters Score -1354610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1354611.125000 Penalty: 4658.347168
	Iteration 52Q: 3 clusters Score -1354611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1354612.250000 Penalty: 4658.347168
	Iteration 53Q: 3 clusters Score -1354612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1354615.875000 Penalty: 4658.347168
	Iteration 54Q: 3 clusters Score -1354616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1354614.750000 Penalty: 4658.347168
	Iteration 55Q: 3 clusters Score -1354615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1354614.750000 Penalty: 4658.347168
	Iteration 56F: 3 clusters Score -1354615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -82126.179688 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -82126.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80529.242188 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -80529.24 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -81500.867188 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -81500.87 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -82814.523438 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -82814.52 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -83685.921875 Penalty: 3332.630615
	Iteration 3F: 3 clusters Score -83685.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -84140.812500 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -84140.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -84165.382812 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -84165.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -84170.125000 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -84170.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -84178.140625 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -84178.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -84178.140625 Penalty: 3332.630615
	Iteration 8F: 3 clusters Score -84178.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 24784 members 
Mstep: Class 4 contains 6758 members 
Mstep: Class 5 contains 8030 members 
Mstep: Class 6 contains 199086 members 
Mstep: Class 7 contains 48446 members 
Mstep: Class 8 contains 256905 members 
Mstep: Class 9 contains 1633 members 
Mstep: Class 10 contains 24006 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 15650 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 11990 members 
Mstep: Class 15 contains 178 members 
Mstep: Class 16 contains 59751 members 
Mstep: Class 17 contains 181609 members 
Mstep: Class 18 contains 49194 members 
Mstep: Class 19 contains 224068 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12619 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 31213 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33779 members 
Mstep: Class 26 contains 8190 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 4974 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6133 members 
Mstep: Class 32 contains 2872 members 
Mstep: Class 33 contains 1249 members 
Mstep: Class 34 contains 650 members 
Entering Unmasked Estep 
Score: -148062144.000000 Penalty: 118343.976562
Splitting cluster 15 changes total score from -148061536.000000 to -148062144.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (59751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Entering Unmasked Estep 
Score: -7360123.000000 Penalty: 2727.489258
	Iteration 0F: 2 clusters Score -7360123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -7319971.500000 Penalty: 5454.978516
	Iteration 0F: 3 clusters Score -7319972 nChanged 27746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -7335479.000000 Penalty: 5454.978516
	Iteration 1F: 3 clusters Score -7335479 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -7336238.000000 Penalty: 5454.978516
	Iteration 2Q: 3 clusters Score -7336238 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -7337168.000000 Penalty: 5454.978516
	Iteration 3Q: 3 clusters Score -7337168 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -7338535.500000 Penalty: 5454.978516
	Iteration 4Q: 3 clusters Score -7338536 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -7340076.500000 Penalty: 5454.978516
	Iteration 5F: 3 clusters Score -7340076 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -7341772.000000 Penalty: 5454.978516
	Iteration 6F: 3 clusters Score -7341772 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -7343589.000000 Penalty: 5454.978516
	Iteration 7F: 3 clusters Score -7343589 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -7345233.000000 Penalty: 5454.978516
	Iteration 8F: 3 clusters Score -7345233 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -7346777.500000 Penalty: 5454.978516
	Iteration 9Q: 3 clusters Score -7346778 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -7348371.500000 Penalty: 5454.978516
	Iteration 10Q: 3 clusters Score -7348372 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -7350208.000000 Penalty: 5454.978516
	Iteration 11Q: 3 clusters Score -7350208 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -7352292.500000 Penalty: 5454.978516
	Iteration 12Q: 3 clusters Score -7352292 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -7354000.000000 Penalty: 5454.978516
	Iteration 13Q: 3 clusters Score -7354000 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -7355129.000000 Penalty: 5454.978516
	Iteration 14Q: 3 clusters Score -7355129 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -7355819.500000 Penalty: 5454.978516
	Iteration 15Q: 3 clusters Score -7355820 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -7356301.000000 Penalty: 5454.978516
	Iteration 16Q: 3 clusters Score -7356301 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -7356595.500000 Penalty: 5454.978516
	Iteration 17Q: 3 clusters Score -7356596 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -7356830.000000 Penalty: 5454.978516
	Iteration 18Q: 3 clusters Score -7356830 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -7357062.000000 Penalty: 5454.978516
	Iteration 19Q: 3 clusters Score -7357062 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -7357216.500000 Penalty: 5454.978516
	Iteration 20F: 3 clusters Score -7357216 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -7357361.500000 Penalty: 5454.978516
	Iteration 21Q: 3 clusters Score -7357362 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 51706 members 
Entering Unmasked Estep 
Score: -7357475.000000 Penalty: 5454.978516
	Iteration 22Q: 3 clusters Score -7357475 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -7357547.500000 Penalty: 5454.978516
	Iteration 23Q: 3 clusters Score -7357548 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -7357613.000000 Penalty: 5454.978516
	Iteration 24Q: 3 clusters Score -7357613 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -7357634.500000 Penalty: 5454.978516
	Iteration 25Q: 3 clusters Score -7357634 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 52462 members 
Entering Unmasked Estep 
Score: -7357678.000000 Penalty: 5454.978516
	Iteration 26Q: 3 clusters Score -7357678 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -7357708.500000 Penalty: 5454.978516
	Iteration 27Q: 3 clusters Score -7357708 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -7357713.500000 Penalty: 5454.978516
	Iteration 28Q: 3 clusters Score -7357714 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -7357742.500000 Penalty: 5454.978516
	Iteration 29Q: 3 clusters Score -7357742 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 52885 members 
Entering Unmasked Estep 
Score: -7357762.500000 Penalty: 5454.978516
	Iteration 30Q: 3 clusters Score -7357762 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -7357778.000000 Penalty: 5454.978516
	Iteration 31Q: 3 clusters Score -7357778 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -7357781.500000 Penalty: 5454.978516
	Iteration 32Q: 3 clusters Score -7357782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -7357781.500000 Penalty: 5454.978516
	Iteration 33Q: 3 clusters Score -7357782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -7357783.500000 Penalty: 5454.978516
	Iteration 34Q: 3 clusters Score -7357784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -7357772.500000 Penalty: 5454.978516
	Iteration 35Q: 3 clusters Score -7357772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -7357780.000000 Penalty: 5454.978516
	Iteration 36Q: 3 clusters Score -7357780 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 53226 members 
Entering Unmasked Estep 
Score: -7357788.000000 Penalty: 5454.978516
	Iteration 37Q: 3 clusters Score -7357788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 53261 members 
Entering Unmasked Estep 
Score: -7357789.000000 Penalty: 5454.978516
	Iteration 38Q: 3 clusters Score -7357789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -7357798.000000 Penalty: 5454.978516
	Iteration 39Q: 3 clusters Score -7357798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 53324 members 
Entering Unmasked Estep 
Score: -7357796.000000 Penalty: 5454.978516
	Iteration 40F: 3 clusters Score -7357796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 53355 members 
Entering Unmasked Estep 
Score: -7357785.000000 Penalty: 5454.978516
	Iteration 41Q: 3 clusters Score -7357785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 53384 members 
Entering Unmasked Estep 
Score: -7357807.000000 Penalty: 5454.978516
	Iteration 42Q: 3 clusters Score -7357807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -7357807.000000 Penalty: 5454.978516
	Iteration 43Q: 3 clusters Score -7357807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -7357800.000000 Penalty: 5454.978516
	Iteration 44Q: 3 clusters Score -7357800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -7357801.500000 Penalty: 5454.978516
	Iteration 45Q: 3 clusters Score -7357802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -7357798.000000 Penalty: 5454.978516
	Iteration 46Q: 3 clusters Score -7357798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -7357798.500000 Penalty: 5454.978516
	Iteration 47Q: 3 clusters Score -7357798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 53481 members 
Entering Unmasked Estep 
Score: -7357809.000000 Penalty: 5454.978516
	Iteration 48Q: 3 clusters Score -7357809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -7357808.000000 Penalty: 5454.978516
	Iteration 49Q: 3 clusters Score -7357808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -7357804.000000 Penalty: 5454.978516
	Iteration 50Q: 3 clusters Score -7357804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -7357797.000000 Penalty: 5454.978516
	Iteration 51Q: 3 clusters Score -7357797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -7357796.500000 Penalty: 5454.978516
	Iteration 52Q: 3 clusters Score -7357796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 53527 members 
Entering Unmasked Estep 
Score: -7357786.000000 Penalty: 5454.978516
	Iteration 53Q: 3 clusters Score -7357786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -7357799.000000 Penalty: 5454.978516
	Iteration 54Q: 3 clusters Score -7357799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -7357787.500000 Penalty: 5454.978516
	Iteration 55Q: 3 clusters Score -7357788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -7357790.500000 Penalty: 5454.978516
	Iteration 56Q: 3 clusters Score -7357790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -7357788.500000 Penalty: 5454.978516
	Iteration 57Q: 3 clusters Score -7357788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -7357787.000000 Penalty: 5454.978516
	Iteration 58Q: 3 clusters Score -7357787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -7357795.000000 Penalty: 5454.978516
	Iteration 59Q: 3 clusters Score -7357795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -7357802.000000 Penalty: 5454.978516
	Iteration 60F: 3 clusters Score -7357802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -7357810.000000 Penalty: 5454.978516
	Iteration 61Q: 3 clusters Score -7357810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -7357814.000000 Penalty: 5454.978516
	Iteration 62Q: 3 clusters Score -7357814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -7357812.500000 Penalty: 5454.978516
	Iteration 63Q: 3 clusters Score -7357812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -7357806.000000 Penalty: 5454.978516
	Iteration 64Q: 3 clusters Score -7357806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -7357813.500000 Penalty: 5454.978516
	Iteration 65Q: 3 clusters Score -7357814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -7357814.500000 Penalty: 5454.978516
	Iteration 66Q: 3 clusters Score -7357814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 53602 members 
Entering Unmasked Estep 
Score: -7357810.000000 Penalty: 5454.978516
	Iteration 67Q: 3 clusters Score -7357810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -7357811.500000 Penalty: 5454.978516
	Iteration 68Q: 3 clusters Score -7357812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -7357813.000000 Penalty: 5454.978516
	Iteration 69Q: 3 clusters Score -7357813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -7357817.000000 Penalty: 5454.978516
	Iteration 70Q: 3 clusters Score -7357817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -7357813.500000 Penalty: 5454.978516
	Iteration 71Q: 3 clusters Score -7357814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -7357812.000000 Penalty: 5454.978516
	Iteration 72Q: 3 clusters Score -7357812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -7357812.000000 Penalty: 5454.978516
	Iteration 73F: 3 clusters Score -7357812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (181609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181609 members 
Entering Unmasked Estep 
Score: -22142850.000000 Penalty: 3003.183594
	Iteration 0F: 2 clusters Score -2.214285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90474 members 
Mstep: Class 2 contains 91135 members 
Entering Unmasked Estep 
Score: -22022264.000000 Penalty: 6006.367188
	Iteration 0F: 3 clusters Score -2.202226e+07 nChanged 87283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85453 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -22073238.000000 Penalty: 6006.367188
	Iteration 1F: 3 clusters Score -2.207324e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82417 members 
Mstep: Class 2 contains 99192 members 
Entering Unmasked Estep 
Score: -22074502.000000 Penalty: 6006.367188
	Iteration 2Q: 3 clusters Score -2.20745e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77688 members 
Mstep: Class 2 contains 103921 members 
Entering Unmasked Estep 
Score: -22076656.000000 Penalty: 6006.367188
	Iteration 3Q: 3 clusters Score -2.207666e+07 nChanged 7754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70568 members 
Mstep: Class 2 contains 111041 members 
Entering Unmasked Estep 
Score: -22080040.000000 Penalty: 6006.367188
	Iteration 4Q: 3 clusters Score -2.208004e+07 nChanged 10547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60183 members 
Mstep: Class 2 contains 121426 members 
Entering Unmasked Estep 
Score: -22086084.000000 Penalty: 6006.367188
	Iteration 5F: 3 clusters Score -2.208608e+07 nChanged 13889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 135291 members 
Entering Unmasked Estep 
Score: -22096480.000000 Penalty: 6006.367188
	Iteration 6F: 3 clusters Score -2.209648e+07 nChanged 16589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 151874 members 
Entering Unmasked Estep 
Score: -22111438.000000 Penalty: 6006.367188
	Iteration 7F: 3 clusters Score -2.211144e+07 nChanged 15132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 167006 members 
Entering Unmasked Estep 
Score: -22126364.000000 Penalty: 6006.367188
	Iteration 8F: 3 clusters Score -2.212636e+07 nChanged 9347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 176351 members 
Entering Unmasked Estep 
Score: -22135242.000000 Penalty: 6006.367188
	Iteration 9F: 3 clusters Score -2.213524e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 179987 members 
Entering Unmasked Estep 
Score: -22138622.000000 Penalty: 6006.367188
	Iteration 10Q: 3 clusters Score -2.213862e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 181037 members 
Entering Unmasked Estep 
Score: -22139684.000000 Penalty: 6006.367188
	Iteration 11Q: 3 clusters Score -2.213968e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 181280 members 
Entering Unmasked Estep 
Score: -22139916.000000 Penalty: 6006.367188
	Iteration 12Q: 3 clusters Score -2.213992e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 181340 members 
Entering Unmasked Estep 
Score: -22140030.000000 Penalty: 6006.367188
	Iteration 13Q: 3 clusters Score -2.214003e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 181361 members 
Entering Unmasked Estep 
Score: -22140086.000000 Penalty: 6006.367188
	Iteration 14Q: 3 clusters Score -2.214009e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 181364 members 
Entering Unmasked Estep 
Score: -22140098.000000 Penalty: 6006.367188
	Iteration 15Q: 3 clusters Score -2.21401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 181365 members 
Entering Unmasked Estep 
Score: -22140124.000000 Penalty: 6006.367188
	Iteration 16Q: 3 clusters Score -2.214012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 181365 members 
Entering Unmasked Estep 
Score: -22140144.000000 Penalty: 6006.367188
	Iteration 17Q: 3 clusters Score -2.214014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 181369 members 
Entering Unmasked Estep 
Score: -22140142.000000 Penalty: 6006.367188
	Iteration 18Q: 3 clusters Score -2.214014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 181372 members 
Entering Unmasked Estep 
Score: -22140162.000000 Penalty: 6006.367188
	Iteration 19Q: 3 clusters Score -2.214016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 181372 members 
Entering Unmasked Estep 
Score: -22140162.000000 Penalty: 6006.367188
	Iteration 20F: 3 clusters Score -2.214016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Entering Unmasked Estep 
Score: -5932779.000000 Penalty: 2679.274658
	Iteration 0F: 2 clusters Score -5932779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -5899633.000000 Penalty: 5358.549316
	Iteration 0F: 3 clusters Score -5899633 nChanged 22791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -5912562.000000 Penalty: 5358.549316
	Iteration 1F: 3 clusters Score -5912562 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -5913214.000000 Penalty: 5358.549316
	Iteration 2Q: 3 clusters Score -5913214 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -5913916.500000 Penalty: 5358.549316
	Iteration 3Q: 3 clusters Score -5913916 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -5914736.500000 Penalty: 5358.549316
	Iteration 4Q: 3 clusters Score -5914736 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -5915794.500000 Penalty: 5358.549316
	Iteration 5Q: 3 clusters Score -5915794 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -5917235.500000 Penalty: 5358.549316
	Iteration 6F: 3 clusters Score -5917236 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -5919282.000000 Penalty: 5358.549316
	Iteration 7F: 3 clusters Score -5919282 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -5921734.500000 Penalty: 5358.549316
	Iteration 8F: 3 clusters Score -5921734 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -5924435.500000 Penalty: 5358.549316
	Iteration 9F: 3 clusters Score -5924436 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -5926700.000000 Penalty: 5358.549316
	Iteration 10F: 3 clusters Score -5926700 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -5928214.500000 Penalty: 5358.549316
	Iteration 11Q: 3 clusters Score -5928214 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -5929181.500000 Penalty: 5358.549316
	Iteration 12Q: 3 clusters Score -5929182 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -5929661.500000 Penalty: 5358.549316
	Iteration 13Q: 3 clusters Score -5929662 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -5929930.500000 Penalty: 5358.549316
	Iteration 14Q: 3 clusters Score -5929930 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -5930089.500000 Penalty: 5358.549316
	Iteration 15Q: 3 clusters Score -5930090 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -5930182.500000 Penalty: 5358.549316
	Iteration 16Q: 3 clusters Score -5930182 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -5930256.500000 Penalty: 5358.549316
	Iteration 17Q: 3 clusters Score -5930256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -5930300.000000 Penalty: 5358.549316
	Iteration 18Q: 3 clusters Score -5930300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -5930340.500000 Penalty: 5358.549316
	Iteration 19Q: 3 clusters Score -5930340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -5930365.500000 Penalty: 5358.549316
	Iteration 20F: 3 clusters Score -5930366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -5930381.000000 Penalty: 5358.549316
	Iteration 21Q: 3 clusters Score -5930381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -5930396.000000 Penalty: 5358.549316
	Iteration 22Q: 3 clusters Score -5930396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -5930403.500000 Penalty: 5358.549316
	Iteration 23Q: 3 clusters Score -5930404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -5930408.000000 Penalty: 5358.549316
	Iteration 24Q: 3 clusters Score -5930408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -5930419.000000 Penalty: 5358.549316
	Iteration 25Q: 3 clusters Score -5930419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -5930422.500000 Penalty: 5358.549316
	Iteration 26Q: 3 clusters Score -5930422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -5930423.500000 Penalty: 5358.549316
	Iteration 27Q: 3 clusters Score -5930424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -5930432.000000 Penalty: 5358.549316
	Iteration 28Q: 3 clusters Score -5930432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -5930428.500000 Penalty: 5358.549316
	Iteration 29Q: 3 clusters Score -5930428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -5930430.500000 Penalty: 5358.549316
	Iteration 30Q: 3 clusters Score -5930430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -5930436.500000 Penalty: 5358.549316
	Iteration 31Q: 3 clusters Score -5930436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -5930436.500000 Penalty: 5358.549316
	Iteration 32F: 3 clusters Score -5930436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (224068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224068 members 
Entering Unmasked Estep 
Score: -27516890.000000 Penalty: 3055.286865
	Iteration 0F: 2 clusters Score -2.751689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111949 members 
Mstep: Class 2 contains 112119 members 
Entering Unmasked Estep 
Score: -27371272.000000 Penalty: 6110.573730
	Iteration 0F: 3 clusters Score -2.737127e+07 nChanged 107922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107361 members 
Mstep: Class 2 contains 116707 members 
Entering Unmasked Estep 
Score: -27435596.000000 Penalty: 6110.573730
	Iteration 1F: 3 clusters Score -2.74356e+07 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104684 members 
Mstep: Class 2 contains 119384 members 
Entering Unmasked Estep 
Score: -27438124.000000 Penalty: 6110.573730
	Iteration 2Q: 3 clusters Score -2.743812e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100767 members 
Mstep: Class 2 contains 123301 members 
Entering Unmasked Estep 
Score: -27441968.000000 Penalty: 6110.573730
	Iteration 3Q: 3 clusters Score -2.744197e+07 nChanged 11422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95175 members 
Mstep: Class 2 contains 128893 members 
Entering Unmasked Estep 
Score: -27447280.000000 Penalty: 6110.573730
	Iteration 4F: 3 clusters Score -2.744728e+07 nChanged 13261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87746 members 
Mstep: Class 2 contains 136322 members 
Entering Unmasked Estep 
Score: -27454774.000000 Penalty: 6110.573730
	Iteration 5F: 3 clusters Score -2.745477e+07 nChanged 14871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78439 members 
Mstep: Class 2 contains 145629 members 
Entering Unmasked Estep 
Score: -27464508.000000 Penalty: 6110.573730
	Iteration 6F: 3 clusters Score -2.746451e+07 nChanged 14886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68371 members 
Mstep: Class 2 contains 155697 members 
Entering Unmasked Estep 
Score: -27475388.000000 Penalty: 6110.573730
	Iteration 7F: 3 clusters Score -2.747539e+07 nChanged 13569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58856 members 
Mstep: Class 2 contains 165212 members 
Entering Unmasked Estep 
Score: -27485972.000000 Penalty: 6110.573730
	Iteration 8F: 3 clusters Score -2.748597e+07 nChanged 10982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 172832 members 
Entering Unmasked Estep 
Score: -27493860.000000 Penalty: 6110.573730
	Iteration 9Q: 3 clusters Score -2.749386e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 178812 members 
Entering Unmasked Estep 
Score: -27498824.000000 Penalty: 6110.573730
	Iteration 10Q: 3 clusters Score -2.749882e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 183761 members 
Entering Unmasked Estep 
Score: -27501548.000000 Penalty: 6110.573730
	Iteration 11Q: 3 clusters Score -2.750155e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 188067 members 
Entering Unmasked Estep 
Score: -27503586.000000 Penalty: 6110.573730
	Iteration 12Q: 3 clusters Score -2.750359e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 192111 members 
Entering Unmasked Estep 
Score: -27505166.000000 Penalty: 6110.573730
	Iteration 13Q: 3 clusters Score -2.750517e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 195834 members 
Entering Unmasked Estep 
Score: -27506486.000000 Penalty: 6110.573730
	Iteration 14Q: 3 clusters Score -2.750649e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 199340 members 
Entering Unmasked Estep 
Score: -27507710.000000 Penalty: 6110.573730
	Iteration 15Q: 3 clusters Score -2.750771e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 202507 members 
Entering Unmasked Estep 
Score: -27509008.000000 Penalty: 6110.573730
	Iteration 16Q: 3 clusters Score -2.750901e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 205304 members 
Entering Unmasked Estep 
Score: -27510114.000000 Penalty: 6110.573730
	Iteration 17Q: 3 clusters Score -2.751011e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 207812 members 
Entering Unmasked Estep 
Score: -27510960.000000 Penalty: 6110.573730
	Iteration 18Q: 3 clusters Score -2.751096e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 210065 members 
Entering Unmasked Estep 
Score: -27511888.000000 Penalty: 6110.573730
	Iteration 19Q: 3 clusters Score -2.751189e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 212020 members 
Entering Unmasked Estep 
Score: -27512642.000000 Penalty: 6110.573730
	Iteration 20F: 3 clusters Score -2.751264e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 213686 members 
Entering Unmasked Estep 
Score: -27513122.000000 Penalty: 6110.573730
	Iteration 21Q: 3 clusters Score -2.751312e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 215079 members 
Entering Unmasked Estep 
Score: -27513792.000000 Penalty: 6110.573730
	Iteration 22Q: 3 clusters Score -2.751379e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 216212 members 
Entering Unmasked Estep 
Score: -27514240.000000 Penalty: 6110.573730
	Iteration 23Q: 3 clusters Score -2.751424e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 217137 members 
Entering Unmasked Estep 
Score: -27514680.000000 Penalty: 6110.573730
	Iteration 24Q: 3 clusters Score -2.751468e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 217912 members 
Entering Unmasked Estep 
Score: -27514970.000000 Penalty: 6110.573730
	Iteration 25Q: 3 clusters Score -2.751497e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 218518 members 
Entering Unmasked Estep 
Score: -27515040.000000 Penalty: 6110.573730
	Iteration 26Q: 3 clusters Score -2.751504e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 218985 members 
Entering Unmasked Estep 
Score: -27515136.000000 Penalty: 6110.573730
	Iteration 27Q: 3 clusters Score -2.751514e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 219354 members 
Entering Unmasked Estep 
Score: -27515250.000000 Penalty: 6110.573730
	Iteration 28Q: 3 clusters Score -2.751525e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 219673 members 
Entering Unmasked Estep 
Score: -27515368.000000 Penalty: 6110.573730
	Iteration 29Q: 3 clusters Score -2.751537e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 219935 members 
Entering Unmasked Estep 
Score: -27515476.000000 Penalty: 6110.573730
	Iteration 30Q: 3 clusters Score -2.751548e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 220162 members 
Entering Unmasked Estep 
Score: -27515420.000000 Penalty: 6110.573730
	Iteration 31Q: 3 clusters Score -2.751542e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 220352 members 
Entering Unmasked Estep 
Score: -27515458.000000 Penalty: 6110.573730
	Iteration 32Q: 3 clusters Score -2.751546e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 220501 members 
Entering Unmasked Estep 
Score: -27515484.000000 Penalty: 6110.573730
	Iteration 33Q: 3 clusters Score -2.751548e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 220612 members 
Entering Unmasked Estep 
Score: -27515482.000000 Penalty: 6110.573730
	Iteration 34Q: 3 clusters Score -2.751548e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 220721 members 
Entering Unmasked Estep 
Score: -27515494.000000 Penalty: 6110.573730
	Iteration 35Q: 3 clusters Score -2.751549e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 220813 members 
Entering Unmasked Estep 
Score: -27515504.000000 Penalty: 6110.573730
	Iteration 36Q: 3 clusters Score -2.75155e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 220890 members 
Entering Unmasked Estep 
Score: -27515506.000000 Penalty: 6110.573730
	Iteration 37Q: 3 clusters Score -2.751551e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 220954 members 
Entering Unmasked Estep 
Score: -27515518.000000 Penalty: 6110.573730
	Iteration 38Q: 3 clusters Score -2.751552e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 221006 members 
Entering Unmasked Estep 
Score: -27515546.000000 Penalty: 6110.573730
	Iteration 39Q: 3 clusters Score -2.751555e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 221042 members 
Entering Unmasked Estep 
Score: -27515546.000000 Penalty: 6110.573730
	Iteration 40F: 3 clusters Score -2.751555e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 221064 members 
Entering Unmasked Estep 
Score: -27515550.000000 Penalty: 6110.573730
	Iteration 41Q: 3 clusters Score -2.751555e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 221079 members 
Entering Unmasked Estep 
Score: -27515548.000000 Penalty: 6110.573730
	Iteration 42Q: 3 clusters Score -2.751555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 221093 members 
Entering Unmasked Estep 
Score: -27515570.000000 Penalty: 6110.573730
	Iteration 43Q: 3 clusters Score -2.751557e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 221107 members 
Entering Unmasked Estep 
Score: -27515578.000000 Penalty: 6110.573730
	Iteration 44Q: 3 clusters Score -2.751558e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 221122 members 
Entering Unmasked Estep 
Score: -27515566.000000 Penalty: 6110.573730
	Iteration 45Q: 3 clusters Score -2.751557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 221136 members 
Entering Unmasked Estep 
Score: -27515578.000000 Penalty: 6110.573730
	Iteration 46Q: 3 clusters Score -2.751558e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 221152 members 
Entering Unmasked Estep 
Score: -27515578.000000 Penalty: 6110.573730
	Iteration 47Q: 3 clusters Score -2.751558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 221164 members 
Entering Unmasked Estep 
Score: -27515594.000000 Penalty: 6110.573730
	Iteration 48Q: 3 clusters Score -2.751559e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 221171 members 
Entering Unmasked Estep 
Score: -27515578.000000 Penalty: 6110.573730
	Iteration 49Q: 3 clusters Score -2.751558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 221180 members 
Entering Unmasked Estep 
Score: -27515558.000000 Penalty: 6110.573730
	Iteration 50Q: 3 clusters Score -2.751556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 221185 members 
Entering Unmasked Estep 
Score: -27515572.000000 Penalty: 6110.573730
	Iteration 51Q: 3 clusters Score -2.751557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 221191 members 
Entering Unmasked Estep 
Score: -27515564.000000 Penalty: 6110.573730
	Iteration 52Q: 3 clusters Score -2.751556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 221190 members 
Entering Unmasked Estep 
Score: -27515572.000000 Penalty: 6110.573730
	Iteration 53Q: 3 clusters Score -2.751557e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 221191 members 
Entering Unmasked Estep 
Score: -27515564.000000 Penalty: 6110.573730
	Iteration 54Q: 3 clusters Score -2.751556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 221192 members 
Entering Unmasked Estep 
Score: -27515572.000000 Penalty: 6110.573730
	Iteration 55Q: 3 clusters Score -2.751557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 221192 members 
Entering Unmasked Estep 
Score: -27515572.000000 Penalty: 6110.573730
	Iteration 56F: 3 clusters Score -2.751557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Entering Unmasked Estep 
Score: -415513.156250 Penalty: 2016.400635
	Iteration 0F: 2 clusters Score -415513.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -411996.312500 Penalty: 4032.801270
	Iteration 0F: 3 clusters Score -411996.3 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -412711.718750 Penalty: 4032.801270
	Iteration 1F: 3 clusters Score -412711.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -412929.187500 Penalty: 4032.801270
	Iteration 2F: 3 clusters Score -412929.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -413092.531250 Penalty: 4032.801270
	Iteration 3F: 3 clusters Score -413092.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -413198.031250 Penalty: 4032.801270
	Iteration 4Q: 3 clusters Score -413198 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -413285.968750 Penalty: 4032.801270
	Iteration 5Q: 3 clusters Score -413286 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -413363.218750 Penalty: 4032.801270
	Iteration 6Q: 3 clusters Score -413363.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -413439.406250 Penalty: 4032.801270
	Iteration 7Q: 3 clusters Score -413439.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -413516.281250 Penalty: 4032.801270
	Iteration 8Q: 3 clusters Score -413516.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -413594.437500 Penalty: 4032.801270
	Iteration 9Q: 3 clusters Score -413594.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -413662.125000 Penalty: 4032.801270
	Iteration 10Q: 3 clusters Score -413662.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -413751.531250 Penalty: 4032.801270
	Iteration 11Q: 3 clusters Score -413751.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -413867.125000 Penalty: 4032.801270
	Iteration 12Q: 3 clusters Score -413867.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -414006.843750 Penalty: 4032.801270
	Iteration 13Q: 3 clusters Score -414006.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -414190.937500 Penalty: 4032.801270
	Iteration 14Q: 3 clusters Score -414190.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -414477.750000 Penalty: 4032.801270
	Iteration 15Q: 3 clusters Score -414477.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -414898.218750 Penalty: 4032.801270
	Iteration 16Q: 3 clusters Score -414898.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -415362.062500 Penalty: 4032.801270
	Iteration 17Q: 3 clusters Score -415362.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -415765.843750 Penalty: 4032.801270
	Iteration 18Q: 3 clusters Score -415765.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -416092.343750 Penalty: 4032.801270
	Iteration 19Q: 3 clusters Score -416092.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -416288.343750 Penalty: 4032.801270
	Iteration 20F: 3 clusters Score -416288.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -416324.843750 Penalty: 4032.801270
	Iteration 21Q: 3 clusters Score -416324.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -416332.718750 Penalty: 4032.801270
	Iteration 22Q: 3 clusters Score -416332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -416333.125000 Penalty: 4032.801270
	Iteration 23Q: 3 clusters Score -416333.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -416333.125000 Penalty: 4032.801270
	Iteration 24F: 3 clusters Score -416333.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 24784 members 
Mstep: Class 4 contains 6758 members 
Mstep: Class 5 contains 8030 members 
Mstep: Class 6 contains 199086 members 
Mstep: Class 7 contains 48446 members 
Mstep: Class 8 contains 256905 members 
Mstep: Class 9 contains 1633 members 
Mstep: Class 10 contains 24006 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 15650 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 11990 members 
Mstep: Class 15 contains 178 members 
Mstep: Class 16 contains 59751 members 
Mstep: Class 17 contains 181609 members 
Mstep: Class 18 contains 49194 members 
Mstep: Class 19 contains 224068 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 12619 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 31213 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33779 members 
Mstep: Class 26 contains 8190 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 4974 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6133 members 
Mstep: Class 32 contains 2872 members 
Mstep: Class 33 contains 1249 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 1701 members 
Entering Unmasked Estep 
Score: -148061344.000000 Penalty: 121824.687500
Splitting cluster 20 changes total score from -148061536.000000 to -148061344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (12619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Entering Unmasked Estep 
Score: -1503933.125000 Penalty: 2341.853760
	Iteration 0F: 2 clusters Score -1503933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1494628.000000 Penalty: 4683.707520
	Iteration 0F: 3 clusters Score -1494628 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1497692.500000 Penalty: 4683.707520
	Iteration 1F: 3 clusters Score -1497692 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1498333.375000 Penalty: 4683.707520
	Iteration 2F: 3 clusters Score -1498333 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1499062.000000 Penalty: 4683.707520
	Iteration 3F: 3 clusters Score -1499062 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1499838.250000 Penalty: 4683.707520
	Iteration 4F: 3 clusters Score -1499838 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1500427.125000 Penalty: 4683.707520
	Iteration 5F: 3 clusters Score -1500427 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1500819.375000 Penalty: 4683.707520
	Iteration 6F: 3 clusters Score -1500819 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1501074.250000 Penalty: 4683.707520
	Iteration 7Q: 3 clusters Score -1501074 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1501224.250000 Penalty: 4683.707520
	Iteration 8Q: 3 clusters Score -1501224 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1501321.125000 Penalty: 4683.707520
	Iteration 9Q: 3 clusters Score -1501321 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1501390.375000 Penalty: 4683.707520
	Iteration 10Q: 3 clusters Score -1501390 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1501437.250000 Penalty: 4683.707520
	Iteration 11Q: 3 clusters Score -1501437 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1501484.875000 Penalty: 4683.707520
	Iteration 12Q: 3 clusters Score -1501485 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1501528.875000 Penalty: 4683.707520
	Iteration 13Q: 3 clusters Score -1501529 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1501572.625000 Penalty: 4683.707520
	Iteration 14Q: 3 clusters Score -1501573 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1501608.125000 Penalty: 4683.707520
	Iteration 15Q: 3 clusters Score -1501608 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1501646.750000 Penalty: 4683.707520
	Iteration 16Q: 3 clusters Score -1501647 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1501694.750000 Penalty: 4683.707520
	Iteration 17Q: 3 clusters Score -1501695 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1501741.375000 Penalty: 4683.707520
	Iteration 18Q: 3 clusters Score -1501741 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1501799.125000 Penalty: 4683.707520
	Iteration 19Q: 3 clusters Score -1501799 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1501879.625000 Penalty: 4683.707520
	Iteration 20F: 3 clusters Score -1501880 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1501982.250000 Penalty: 4683.707520
	Iteration 21Q: 3 clusters Score -1501982 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1502118.750000 Penalty: 4683.707520
	Iteration 22Q: 3 clusters Score -1502119 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1502289.000000 Penalty: 4683.707520
	Iteration 23Q: 3 clusters Score -1502289 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1502466.250000 Penalty: 4683.707520
	Iteration 24Q: 3 clusters Score -1502466 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1502632.500000 Penalty: 4683.707520
	Iteration 25Q: 3 clusters Score -1502632 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1502753.500000 Penalty: 4683.707520
	Iteration 26Q: 3 clusters Score -1502754 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1502826.875000 Penalty: 4683.707520
	Iteration 27Q: 3 clusters Score -1502827 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1502878.250000 Penalty: 4683.707520
	Iteration 28Q: 3 clusters Score -1502878 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1502912.500000 Penalty: 4683.707520
	Iteration 29Q: 3 clusters Score -1502912 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1502943.500000 Penalty: 4683.707520
	Iteration 30Q: 3 clusters Score -1502944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1502965.000000 Penalty: 4683.707520
	Iteration 31Q: 3 clusters Score -1502965 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1502980.500000 Penalty: 4683.707520
	Iteration 32Q: 3 clusters Score -1502980 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1502994.250000 Penalty: 4683.707520
	Iteration 33Q: 3 clusters Score -1502994 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1503005.375000 Penalty: 4683.707520
	Iteration 34Q: 3 clusters Score -1503005 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1503016.375000 Penalty: 4683.707520
	Iteration 35Q: 3 clusters Score -1503016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1503027.000000 Penalty: 4683.707520
	Iteration 36Q: 3 clusters Score -1503027 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1503034.250000 Penalty: 4683.707520
	Iteration 37Q: 3 clusters Score -1503034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1503040.625000 Penalty: 4683.707520
	Iteration 38Q: 3 clusters Score -1503041 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1503042.500000 Penalty: 4683.707520
	Iteration 39Q: 3 clusters Score -1503042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1503060.125000 Penalty: 4683.707520
	Iteration 40F: 3 clusters Score -1503060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1503065.375000 Penalty: 4683.707520
	Iteration 41Q: 3 clusters Score -1503065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1503073.000000 Penalty: 4683.707520
	Iteration 42Q: 3 clusters Score -1503073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1503080.125000 Penalty: 4683.707520
	Iteration 43Q: 3 clusters Score -1503080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1503082.875000 Penalty: 4683.707520
	Iteration 44Q: 3 clusters Score -1503083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1503082.625000 Penalty: 4683.707520
	Iteration 45Q: 3 clusters Score -1503083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1503083.625000 Penalty: 4683.707520
	Iteration 46Q: 3 clusters Score -1503084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1503081.875000 Penalty: 4683.707520
	Iteration 47Q: 3 clusters Score -1503082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1503081.875000 Penalty: 4683.707520
	Iteration 48Q: 3 clusters Score -1503082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1503084.375000 Penalty: 4683.707520
	Iteration 49Q: 3 clusters Score -1503084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1503085.750000 Penalty: 4683.707520
	Iteration 50Q: 3 clusters Score -1503086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1503086.625000 Penalty: 4683.707520
	Iteration 51Q: 3 clusters Score -1503087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1503088.500000 Penalty: 4683.707520
	Iteration 52Q: 3 clusters Score -1503088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1503087.375000 Penalty: 4683.707520
	Iteration 53Q: 3 clusters Score -1503087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1503085.375000 Penalty: 4683.707520
	Iteration 54Q: 3 clusters Score -1503085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1503087.750000 Penalty: 4683.707520
	Iteration 55Q: 3 clusters Score -1503088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1503087.375000 Penalty: 4683.707520
	Iteration 56Q: 3 clusters Score -1503087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1503087.125000 Penalty: 4683.707520
	Iteration 57Q: 3 clusters Score -1503087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1503088.125000 Penalty: 4683.707520
	Iteration 58Q: 3 clusters Score -1503088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1503088.500000 Penalty: 4683.707520
	Iteration 59Q: 3 clusters Score -1503088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1503088.750000 Penalty: 4683.707520
	Iteration 60F: 3 clusters Score -1503089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Entering Unmasked Estep 
Score: -220655.546875 Penalty: 1889.569946
	Iteration 0F: 2 clusters Score -220655.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -218037.250000 Penalty: 3779.139893
	Iteration 0F: 3 clusters Score -218037.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -218691.171875 Penalty: 3779.139893
	Iteration 1F: 3 clusters Score -218691.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -218922.312500 Penalty: 3779.139893
	Iteration 2F: 3 clusters Score -218922.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -219071.140625 Penalty: 3779.139893
	Iteration 3F: 3 clusters Score -219071.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -219170.390625 Penalty: 3779.139893
	Iteration 4Q: 3 clusters Score -219170.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -219254.187500 Penalty: 3779.139893
	Iteration 5Q: 3 clusters Score -219254.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -219329.531250 Penalty: 3779.139893
	Iteration 6Q: 3 clusters Score -219329.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -219406.609375 Penalty: 3779.139893
	Iteration 7Q: 3 clusters Score -219406.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -219480.093750 Penalty: 3779.139893
	Iteration 8Q: 3 clusters Score -219480.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -219524.671875 Penalty: 3779.139893
	Iteration 9Q: 3 clusters Score -219524.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -219573.796875 Penalty: 3779.139893
	Iteration 10Q: 3 clusters Score -219573.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -219627.531250 Penalty: 3779.139893
	Iteration 11Q: 3 clusters Score -219627.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -219691.281250 Penalty: 3779.139893
	Iteration 12Q: 3 clusters Score -219691.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -219750.828125 Penalty: 3779.139893
	Iteration 13Q: 3 clusters Score -219750.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -219820.375000 Penalty: 3779.139893
	Iteration 14Q: 3 clusters Score -219820.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -219878.234375 Penalty: 3779.139893
	Iteration 15Q: 3 clusters Score -219878.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -219926.734375 Penalty: 3779.139893
	Iteration 16Q: 3 clusters Score -219926.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -219954.515625 Penalty: 3779.139893
	Iteration 17Q: 3 clusters Score -219954.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -219981.265625 Penalty: 3779.139893
	Iteration 18Q: 3 clusters Score -219981.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -220011.234375 Penalty: 3779.139893
	Iteration 19Q: 3 clusters Score -220011.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -220037.406250 Penalty: 3779.139893
	Iteration 20F: 3 clusters Score -220037.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -220058.984375 Penalty: 3779.139893
	Iteration 21Q: 3 clusters Score -220059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -220065.921875 Penalty: 3779.139893
	Iteration 22Q: 3 clusters Score -220065.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -220065.921875 Penalty: 3779.139893
	Iteration 23F: 3 clusters Score -220065.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (31213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Entering Unmasked Estep 
Score: -3569622.000000 Penalty: 2566.450195
	Iteration 0F: 2 clusters Score -3569622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3548121.750000 Penalty: 5132.900391
	Iteration 0F: 3 clusters Score -3548122 nChanged 14172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -3556050.750000 Penalty: 5132.900391
	Iteration 1F: 3 clusters Score -3556051 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -3556726.250000 Penalty: 5132.900391
	Iteration 2F: 3 clusters Score -3556726 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -3557440.250000 Penalty: 5132.900391
	Iteration 3F: 3 clusters Score -3557440 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -3558170.750000 Penalty: 5132.900391
	Iteration 4F: 3 clusters Score -3558171 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3558888.000000 Penalty: 5132.900391
	Iteration 5F: 3 clusters Score -3558888 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -3559661.500000 Penalty: 5132.900391
	Iteration 6Q: 3 clusters Score -3559662 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -3560467.750000 Penalty: 5132.900391
	Iteration 7Q: 3 clusters Score -3560468 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3561305.250000 Penalty: 5132.900391
	Iteration 8Q: 3 clusters Score -3561305 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -3562116.750000 Penalty: 5132.900391
	Iteration 9Q: 3 clusters Score -3562117 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -3562817.500000 Penalty: 5132.900391
	Iteration 10Q: 3 clusters Score -3562818 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -3563339.750000 Penalty: 5132.900391
	Iteration 11Q: 3 clusters Score -3563340 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -3563702.250000 Penalty: 5132.900391
	Iteration 12Q: 3 clusters Score -3563702 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -3563976.500000 Penalty: 5132.900391
	Iteration 13Q: 3 clusters Score -3563976 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -3564189.750000 Penalty: 5132.900391
	Iteration 14Q: 3 clusters Score -3564190 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -3564383.250000 Penalty: 5132.900391
	Iteration 15Q: 3 clusters Score -3564383 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -3564518.250000 Penalty: 5132.900391
	Iteration 16Q: 3 clusters Score -3564518 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -3564643.000000 Penalty: 5132.900391
	Iteration 17Q: 3 clusters Score -3564643 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -3564791.250000 Penalty: 5132.900391
	Iteration 18Q: 3 clusters Score -3564791 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3564962.000000 Penalty: 5132.900391
	Iteration 19Q: 3 clusters Score -3564962 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3565103.750000 Penalty: 5132.900391
	Iteration 20F: 3 clusters Score -3565104 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3565271.250000 Penalty: 5132.900391
	Iteration 21Q: 3 clusters Score -3565271 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -3565448.250000 Penalty: 5132.900391
	Iteration 22Q: 3 clusters Score -3565448 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -3565579.000000 Penalty: 5132.900391
	Iteration 23Q: 3 clusters Score -3565579 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -3565737.500000 Penalty: 5132.900391
	Iteration 24Q: 3 clusters Score -3565738 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3565892.750000 Penalty: 5132.900391
	Iteration 25Q: 3 clusters Score -3565893 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -3566046.500000 Penalty: 5132.900391
	Iteration 26Q: 3 clusters Score -3566046 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -3566205.500000 Penalty: 5132.900391
	Iteration 27Q: 3 clusters Score -3566206 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -3566342.500000 Penalty: 5132.900391
	Iteration 28Q: 3 clusters Score -3566342 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -3566465.750000 Penalty: 5132.900391
	Iteration 29Q: 3 clusters Score -3566466 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -3566571.500000 Penalty: 5132.900391
	Iteration 30Q: 3 clusters Score -3566572 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -3566651.750000 Penalty: 5132.900391
	Iteration 31Q: 3 clusters Score -3566652 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -3566743.250000 Penalty: 5132.900391
	Iteration 32Q: 3 clusters Score -3566743 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -3566815.500000 Penalty: 5132.900391
	Iteration 33Q: 3 clusters Score -3566816 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -3566891.500000 Penalty: 5132.900391
	Iteration 34Q: 3 clusters Score -3566892 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -3566970.750000 Penalty: 5132.900391
	Iteration 35Q: 3 clusters Score -3566971 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -3567055.000000 Penalty: 5132.900391
	Iteration 36Q: 3 clusters Score -3567055 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -3567137.500000 Penalty: 5132.900391
	Iteration 37Q: 3 clusters Score -3567138 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -3567189.750000 Penalty: 5132.900391
	Iteration 38Q: 3 clusters Score -3567190 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -3567232.750000 Penalty: 5132.900391
	Iteration 39Q: 3 clusters Score -3567233 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -3567276.750000 Penalty: 5132.900391
	Iteration 40F: 3 clusters Score -3567277 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -3567310.750000 Penalty: 5132.900391
	Iteration 41Q: 3 clusters Score -3567311 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -3567326.000000 Penalty: 5132.900391
	Iteration 42Q: 3 clusters Score -3567326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -3567347.500000 Penalty: 5132.900391
	Iteration 43Q: 3 clusters Score -3567348 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -3567360.500000 Penalty: 5132.900391
	Iteration 44Q: 3 clusters Score -3567360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -3567379.500000 Penalty: 5132.900391
	Iteration 45Q: 3 clusters Score -3567380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -3567392.000000 Penalty: 5132.900391
	Iteration 46Q: 3 clusters Score -3567392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3567402.000000 Penalty: 5132.900391
	Iteration 47Q: 3 clusters Score -3567402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -3567399.500000 Penalty: 5132.900391
	Iteration 48Q: 3 clusters Score -3567400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -3567401.250000 Penalty: 5132.900391
	Iteration 49Q: 3 clusters Score -3567401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -3567404.750000 Penalty: 5132.900391
	Iteration 50Q: 3 clusters Score -3567405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -3567406.250000 Penalty: 5132.900391
	Iteration 51Q: 3 clusters Score -3567406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -3567414.000000 Penalty: 5132.900391
	Iteration 52Q: 3 clusters Score -3567414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -3567420.500000 Penalty: 5132.900391
	Iteration 53Q: 3 clusters Score -3567420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -3567430.250000 Penalty: 5132.900391
	Iteration 54Q: 3 clusters Score -3567430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -3567437.500000 Penalty: 5132.900391
	Iteration 55Q: 3 clusters Score -3567438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -3567436.250000 Penalty: 5132.900391
	Iteration 56Q: 3 clusters Score -3567436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -3567439.500000 Penalty: 5132.900391
	Iteration 57Q: 3 clusters Score -3567440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -3567446.500000 Penalty: 5132.900391
	Iteration 58Q: 3 clusters Score -3567446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -3567453.000000 Penalty: 5132.900391
	Iteration 59Q: 3 clusters Score -3567453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -3567448.500000 Penalty: 5132.900391
	Iteration 60F: 3 clusters Score -3567448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -3567455.000000 Penalty: 5132.900391
	Iteration 61Q: 3 clusters Score -3567455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -3567451.500000 Penalty: 5132.900391
	Iteration 62Q: 3 clusters Score -3567452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -3567455.750000 Penalty: 5132.900391
	Iteration 63Q: 3 clusters Score -3567456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -3567459.500000 Penalty: 5132.900391
	Iteration 64Q: 3 clusters Score -3567460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -3567464.000000 Penalty: 5132.900391
	Iteration 65Q: 3 clusters Score -3567464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -3567462.500000 Penalty: 5132.900391
	Iteration 66Q: 3 clusters Score -3567462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -3567460.250000 Penalty: 5132.900391
	Iteration 67Q: 3 clusters Score -3567460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -3567462.750000 Penalty: 5132.900391
	Iteration 68Q: 3 clusters Score -3567463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -3567465.000000 Penalty: 5132.900391
	Iteration 69Q: 3 clusters Score -3567465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -3567463.750000 Penalty: 5132.900391
	Iteration 70Q: 3 clusters Score -3567464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -3567463.000000 Penalty: 5132.900391
	Iteration 71Q: 3 clusters Score -3567463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -3567463.000000 Penalty: 5132.900391
	Iteration 72Q: 3 clusters Score -3567463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -3567463.000000 Penalty: 5132.900391
	Iteration 73F: 3 clusters Score -3567463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -34033.277344 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -34033.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32894.281250 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -32894.28 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -33570.707031 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -33570.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -33990.085938 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -33990.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34092.398438 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -34092.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -34134.031250 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -34134.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -34220.113281 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -34220.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34255.597656 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -34255.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34271.027344 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -34271.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34308.828125 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -34308.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34343.660156 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -34343.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -34389.167969 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -34389.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -34419.476562 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -34419.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34524.625000 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -34524.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34635.347656 Penalty: 2971.766357
	Iteration 13Q: 3 clusters Score -34635.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -34831.992188 Penalty: 2971.766357
	Iteration 14Q: 3 clusters Score -34831.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35324.218750 Penalty: 2971.766357
	Iteration 15Q: 3 clusters Score -35324.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -35331.492188 Penalty: 2971.766357
	Iteration 16Q: 3 clusters Score -35331.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35335.554688 Penalty: 2971.766357
	Iteration 17Q: 3 clusters Score -35335.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35335.554688 Penalty: 2971.766357
	Iteration 18F: 3 clusters Score -35335.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 24784 members 
Mstep: Class 4 contains 6758 members 
Mstep: Class 5 contains 8030 members 
Mstep: Class 6 contains 199086 members 
Mstep: Class 7 contains 48446 members 
Mstep: Class 8 contains 256905 members 
Mstep: Class 9 contains 1633 members 
Mstep: Class 10 contains 24006 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 15650 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 11990 members 
Mstep: Class 15 contains 178 members 
Mstep: Class 16 contains 59751 members 
Mstep: Class 17 contains 181609 members 
Mstep: Class 18 contains 49194 members 
Mstep: Class 19 contains 224068 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12619 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 31213 members 
Mstep: Class 24 contains 162 members 
Mstep: Class 25 contains 33779 members 
Mstep: Class 26 contains 8190 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 4974 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6133 members 
Mstep: Class 32 contains 2872 members 
Mstep: Class 33 contains 1249 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 238 members 
Entering Unmasked Estep 
Score: -148061408.000000 Penalty: 121824.687500
Splitting cluster 24 changes total score from -148061536.000000 to -148061408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (33779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Entering Unmasked Estep 
Score: -4199121.500000 Penalty: 2586.043457
	Iteration 0F: 2 clusters Score -4199122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -4176108.000000 Penalty: 5172.086914
	Iteration 0F: 3 clusters Score -4176108 nChanged 15427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -4184320.500000 Penalty: 5172.086914
	Iteration 1F: 3 clusters Score -4184320 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -4184827.250000 Penalty: 5172.086914
	Iteration 2Q: 3 clusters Score -4184827 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -4185365.250000 Penalty: 5172.086914
	Iteration 3Q: 3 clusters Score -4185365 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -4185981.000000 Penalty: 5172.086914
	Iteration 4Q: 3 clusters Score -4185981 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -4186754.250000 Penalty: 5172.086914
	Iteration 5Q: 3 clusters Score -4186754 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -4187726.000000 Penalty: 5172.086914
	Iteration 6F: 3 clusters Score -4187726 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -4188979.750000 Penalty: 5172.086914
	Iteration 7F: 3 clusters Score -4188980 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -4190447.750000 Penalty: 5172.086914
	Iteration 8F: 3 clusters Score -4190448 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -4191982.750000 Penalty: 5172.086914
	Iteration 9F: 3 clusters Score -4191983 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -4193433.000000 Penalty: 5172.086914
	Iteration 10F: 3 clusters Score -4193433 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -4194431.000000 Penalty: 5172.086914
	Iteration 11Q: 3 clusters Score -4194431 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -4194923.000000 Penalty: 5172.086914
	Iteration 12Q: 3 clusters Score -4194923 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -4195197.500000 Penalty: 5172.086914
	Iteration 13Q: 3 clusters Score -4195198 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -4195376.000000 Penalty: 5172.086914
	Iteration 14Q: 3 clusters Score -4195376 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -4195501.500000 Penalty: 5172.086914
	Iteration 15Q: 3 clusters Score -4195502 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -4195606.000000 Penalty: 5172.086914
	Iteration 16Q: 3 clusters Score -4195606 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -4195707.000000 Penalty: 5172.086914
	Iteration 17Q: 3 clusters Score -4195707 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -4195801.500000 Penalty: 5172.086914
	Iteration 18Q: 3 clusters Score -4195802 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -4195868.000000 Penalty: 5172.086914
	Iteration 19Q: 3 clusters Score -4195868 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -4195953.500000 Penalty: 5172.086914
	Iteration 20F: 3 clusters Score -4195954 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -4196022.000000 Penalty: 5172.086914
	Iteration 21Q: 3 clusters Score -4196022 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -4196088.000000 Penalty: 5172.086914
	Iteration 22Q: 3 clusters Score -4196088 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -4196154.000000 Penalty: 5172.086914
	Iteration 23Q: 3 clusters Score -4196154 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -4196221.000000 Penalty: 5172.086914
	Iteration 24Q: 3 clusters Score -4196221 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -4196279.000000 Penalty: 5172.086914
	Iteration 25Q: 3 clusters Score -4196279 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -4196331.500000 Penalty: 5172.086914
	Iteration 26Q: 3 clusters Score -4196332 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -4196359.000000 Penalty: 5172.086914
	Iteration 27Q: 3 clusters Score -4196359 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -4196397.500000 Penalty: 5172.086914
	Iteration 28Q: 3 clusters Score -4196398 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -4196424.500000 Penalty: 5172.086914
	Iteration 29Q: 3 clusters Score -4196424 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -4196449.500000 Penalty: 5172.086914
	Iteration 30Q: 3 clusters Score -4196450 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -4196466.000000 Penalty: 5172.086914
	Iteration 31Q: 3 clusters Score -4196466 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -4196484.500000 Penalty: 5172.086914
	Iteration 32Q: 3 clusters Score -4196484 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -4196494.500000 Penalty: 5172.086914
	Iteration 33Q: 3 clusters Score -4196494 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -4196511.500000 Penalty: 5172.086914
	Iteration 34Q: 3 clusters Score -4196512 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -4196531.000000 Penalty: 5172.086914
	Iteration 35Q: 3 clusters Score -4196531 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -4196539.000000 Penalty: 5172.086914
	Iteration 36Q: 3 clusters Score -4196539 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -4196584.500000 Penalty: 5172.086914
	Iteration 37Q: 3 clusters Score -4196584 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -4196596.000000 Penalty: 5172.086914
	Iteration 38Q: 3 clusters Score -4196596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -4196610.000000 Penalty: 5172.086914
	Iteration 39Q: 3 clusters Score -4196610 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -4196623.500000 Penalty: 5172.086914
	Iteration 40F: 3 clusters Score -4196624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -4196637.500000 Penalty: 5172.086914
	Iteration 41Q: 3 clusters Score -4196638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -4196654.000000 Penalty: 5172.086914
	Iteration 42Q: 3 clusters Score -4196654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -4196667.000000 Penalty: 5172.086914
	Iteration 43Q: 3 clusters Score -4196667 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -4196666.500000 Penalty: 5172.086914
	Iteration 44Q: 3 clusters Score -4196666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -4196681.000000 Penalty: 5172.086914
	Iteration 45Q: 3 clusters Score -4196681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -4196690.500000 Penalty: 5172.086914
	Iteration 46Q: 3 clusters Score -4196690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -4196702.000000 Penalty: 5172.086914
	Iteration 47Q: 3 clusters Score -4196702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -4196705.500000 Penalty: 5172.086914
	Iteration 48Q: 3 clusters Score -4196706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -4196713.000000 Penalty: 5172.086914
	Iteration 49Q: 3 clusters Score -4196713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -4196729.500000 Penalty: 5172.086914
	Iteration 50Q: 3 clusters Score -4196730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -4196740.000000 Penalty: 5172.086914
	Iteration 51Q: 3 clusters Score -4196740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -4196759.000000 Penalty: 5172.086914
	Iteration 52Q: 3 clusters Score -4196759 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -4196783.000000 Penalty: 5172.086914
	Iteration 53Q: 3 clusters Score -4196783 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -4196790.500000 Penalty: 5172.086914
	Iteration 54Q: 3 clusters Score -4196790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -4196805.000000 Penalty: 5172.086914
	Iteration 55Q: 3 clusters Score -4196805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -4196817.000000 Penalty: 5172.086914
	Iteration 56Q: 3 clusters Score -4196817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -4196821.500000 Penalty: 5172.086914
	Iteration 57Q: 3 clusters Score -4196822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -4196832.000000 Penalty: 5172.086914
	Iteration 58Q: 3 clusters Score -4196832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -4196837.000000 Penalty: 5172.086914
	Iteration 59Q: 3 clusters Score -4196837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -4196843.000000 Penalty: 5172.086914
	Iteration 60F: 3 clusters Score -4196843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4196848.500000 Penalty: 5172.086914
	Iteration 61Q: 3 clusters Score -4196848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -4196850.500000 Penalty: 5172.086914
	Iteration 62Q: 3 clusters Score -4196850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -4196853.000000 Penalty: 5172.086914
	Iteration 63Q: 3 clusters Score -4196853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -4196855.500000 Penalty: 5172.086914
	Iteration 64Q: 3 clusters Score -4196856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -4196851.500000 Penalty: 5172.086914
	Iteration 65Q: 3 clusters Score -4196852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -4196851.500000 Penalty: 5172.086914
	Iteration 66Q: 3 clusters Score -4196852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -4196853.500000 Penalty: 5172.086914
	Iteration 67Q: 3 clusters Score -4196854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -4196851.000000 Penalty: 5172.086914
	Iteration 68Q: 3 clusters Score -4196851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -4196849.000000 Penalty: 5172.086914
	Iteration 69Q: 3 clusters Score -4196849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -4196850.500000 Penalty: 5172.086914
	Iteration 70Q: 3 clusters Score -4196850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -4196849.000000 Penalty: 5172.086914
	Iteration 71Q: 3 clusters Score -4196849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -4196855.500000 Penalty: 5172.086914
	Iteration 72Q: 3 clusters Score -4196856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -4196858.000000 Penalty: 5172.086914
	Iteration 73Q: 3 clusters Score -4196858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -4196849.500000 Penalty: 5172.086914
	Iteration 74Q: 3 clusters Score -4196850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -4196848.500000 Penalty: 5172.086914
	Iteration 75Q: 3 clusters Score -4196848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -4196857.000000 Penalty: 5172.086914
	Iteration 76Q: 3 clusters Score -4196857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -4196860.500000 Penalty: 5172.086914
	Iteration 77Q: 3 clusters Score -4196860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -4196866.500000 Penalty: 5172.086914
	Iteration 78Q: 3 clusters Score -4196866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -4196867.500000 Penalty: 5172.086914
	Iteration 79Q: 3 clusters Score -4196868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -4196863.000000 Penalty: 5172.086914
	Iteration 80F: 3 clusters Score -4196863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -4196862.500000 Penalty: 5172.086914
	Iteration 81Q: 3 clusters Score -4196862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -4196866.000000 Penalty: 5172.086914
	Iteration 82Q: 3 clusters Score -4196866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -4196866.500000 Penalty: 5172.086914
	Iteration 83Q: 3 clusters Score -4196866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -4196861.500000 Penalty: 5172.086914
	Iteration 84Q: 3 clusters Score -4196862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -4196863.000000 Penalty: 5172.086914
	Iteration 85Q: 3 clusters Score -4196863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -4196864.000000 Penalty: 5172.086914
	Iteration 86Q: 3 clusters Score -4196864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -4196865.500000 Penalty: 5172.086914
	Iteration 87Q: 3 clusters Score -4196866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -4196867.000000 Penalty: 5172.086914
	Iteration 88Q: 3 clusters Score -4196867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -4196870.000000 Penalty: 5172.086914
	Iteration 89Q: 3 clusters Score -4196870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -4196873.500000 Penalty: 5172.086914
	Iteration 90Q: 3 clusters Score -4196874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -4196871.500000 Penalty: 5172.086914
	Iteration 91Q: 3 clusters Score -4196872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -4196872.500000 Penalty: 5172.086914
	Iteration 92Q: 3 clusters Score -4196872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -4196872.500000 Penalty: 5172.086914
	Iteration 93F: 3 clusters Score -4196872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Entering Unmasked Estep 
Score: -944648.687500 Penalty: 2234.645752
	Iteration 0F: 2 clusters Score -944648.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -938113.562500 Penalty: 4469.291504
	Iteration 0F: 3 clusters Score -938113.6 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -940314.187500 Penalty: 4469.291504
	Iteration 1F: 3 clusters Score -940314.2 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -941194.812500 Penalty: 4469.291504
	Iteration 2F: 3 clusters Score -941194.8 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -942075.062500 Penalty: 4469.291504
	Iteration 3F: 3 clusters Score -942075.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -942708.187500 Penalty: 4469.291504
	Iteration 4F: 3 clusters Score -942708.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -943089.875000 Penalty: 4469.291504
	Iteration 5F: 3 clusters Score -943089.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -943377.687500 Penalty: 4469.291504
	Iteration 6Q: 3 clusters Score -943377.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -943565.625000 Penalty: 4469.291504
	Iteration 7Q: 3 clusters Score -943565.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -943728.312500 Penalty: 4469.291504
	Iteration 8Q: 3 clusters Score -943728.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -943868.312500 Penalty: 4469.291504
	Iteration 9Q: 3 clusters Score -943868.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -944011.875000 Penalty: 4469.291504
	Iteration 10Q: 3 clusters Score -944011.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -944136.500000 Penalty: 4469.291504
	Iteration 11Q: 3 clusters Score -944136.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -944226.125000 Penalty: 4469.291504
	Iteration 12Q: 3 clusters Score -944226.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -944314.875000 Penalty: 4469.291504
	Iteration 13Q: 3 clusters Score -944314.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -944370.562500 Penalty: 4469.291504
	Iteration 14Q: 3 clusters Score -944370.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -944429.625000 Penalty: 4469.291504
	Iteration 15Q: 3 clusters Score -944429.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -944469.500000 Penalty: 4469.291504
	Iteration 16Q: 3 clusters Score -944469.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -944495.437500 Penalty: 4469.291504
	Iteration 17Q: 3 clusters Score -944495.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -944510.437500 Penalty: 4469.291504
	Iteration 18Q: 3 clusters Score -944510.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -944526.187500 Penalty: 4469.291504
	Iteration 19Q: 3 clusters Score -944526.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -944537.812500 Penalty: 4469.291504
	Iteration 20F: 3 clusters Score -944537.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -944551.312500 Penalty: 4469.291504
	Iteration 21Q: 3 clusters Score -944551.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -944564.187500 Penalty: 4469.291504
	Iteration 22Q: 3 clusters Score -944564.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -944569.687500 Penalty: 4469.291504
	Iteration 23Q: 3 clusters Score -944569.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -944580.687500 Penalty: 4469.291504
	Iteration 24Q: 3 clusters Score -944580.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -944586.375000 Penalty: 4469.291504
	Iteration 25Q: 3 clusters Score -944586.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -944591.625000 Penalty: 4469.291504
	Iteration 26Q: 3 clusters Score -944591.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -944596.125000 Penalty: 4469.291504
	Iteration 27Q: 3 clusters Score -944596.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -944601.125000 Penalty: 4469.291504
	Iteration 28Q: 3 clusters Score -944601.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -944605.250000 Penalty: 4469.291504
	Iteration 29Q: 3 clusters Score -944605.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -944609.500000 Penalty: 4469.291504
	Iteration 30Q: 3 clusters Score -944609.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -944615.500000 Penalty: 4469.291504
	Iteration 31Q: 3 clusters Score -944615.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -944616.875000 Penalty: 4469.291504
	Iteration 32Q: 3 clusters Score -944616.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -944617.500000 Penalty: 4469.291504
	Iteration 33Q: 3 clusters Score -944617.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -944616.312500 Penalty: 4469.291504
	Iteration 34Q: 3 clusters Score -944616.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -944616.312500 Penalty: 4469.291504
	Iteration 35F: 3 clusters Score -944616.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Entering Unmasked Estep 
Score: -193886.796875 Penalty: 1841.192993
	Iteration 0F: 2 clusters Score -193886.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -191486.718750 Penalty: 3682.385986
	Iteration 0F: 3 clusters Score -191486.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -191954.687500 Penalty: 3682.385986
	Iteration 1F: 3 clusters Score -191954.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -192133.843750 Penalty: 3682.385986
	Iteration 2F: 3 clusters Score -192133.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -192230.156250 Penalty: 3682.385986
	Iteration 3F: 3 clusters Score -192230.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -192291.578125 Penalty: 3682.385986
	Iteration 4Q: 3 clusters Score -192291.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -192326.281250 Penalty: 3682.385986
	Iteration 5Q: 3 clusters Score -192326.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -192357.281250 Penalty: 3682.385986
	Iteration 6Q: 3 clusters Score -192357.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -192390.125000 Penalty: 3682.385986
	Iteration 7Q: 3 clusters Score -192390.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -192415.093750 Penalty: 3682.385986
	Iteration 8Q: 3 clusters Score -192415.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -192432.515625 Penalty: 3682.385986
	Iteration 9Q: 3 clusters Score -192432.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -192444.125000 Penalty: 3682.385986
	Iteration 10Q: 3 clusters Score -192444.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -192453.984375 Penalty: 3682.385986
	Iteration 11Q: 3 clusters Score -192454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -192461.750000 Penalty: 3682.385986
	Iteration 12Q: 3 clusters Score -192461.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -192471.218750 Penalty: 3682.385986
	Iteration 13Q: 3 clusters Score -192471.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -192481.968750 Penalty: 3682.385986
	Iteration 14Q: 3 clusters Score -192482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -192489.359375 Penalty: 3682.385986
	Iteration 15Q: 3 clusters Score -192489.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -192502.203125 Penalty: 3682.385986
	Iteration 16Q: 3 clusters Score -192502.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -192510.937500 Penalty: 3682.385986
	Iteration 17Q: 3 clusters Score -192510.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -192520.484375 Penalty: 3682.385986
	Iteration 18Q: 3 clusters Score -192520.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -192532.968750 Penalty: 3682.385986
	Iteration 19Q: 3 clusters Score -192533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -192544.593750 Penalty: 3682.385986
	Iteration 20F: 3 clusters Score -192544.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -192553.093750 Penalty: 3682.385986
	Iteration 21Q: 3 clusters Score -192553.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -192562.343750 Penalty: 3682.385986
	Iteration 22Q: 3 clusters Score -192562.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -192567.546875 Penalty: 3682.385986
	Iteration 23Q: 3 clusters Score -192567.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -192572.281250 Penalty: 3682.385986
	Iteration 24Q: 3 clusters Score -192572.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -192578.781250 Penalty: 3682.385986
	Iteration 25Q: 3 clusters Score -192578.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -192582.031250 Penalty: 3682.385986
	Iteration 26Q: 3 clusters Score -192582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -192585.046875 Penalty: 3682.385986
	Iteration 27Q: 3 clusters Score -192585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -192590.953125 Penalty: 3682.385986
	Iteration 28Q: 3 clusters Score -192591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -192594.515625 Penalty: 3682.385986
	Iteration 29Q: 3 clusters Score -192594.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -192598.062500 Penalty: 3682.385986
	Iteration 30Q: 3 clusters Score -192598.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -192601.156250 Penalty: 3682.385986
	Iteration 31Q: 3 clusters Score -192601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -192601.687500 Penalty: 3682.385986
	Iteration 32Q: 3 clusters Score -192601.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -192602.281250 Penalty: 3682.385986
	Iteration 33Q: 3 clusters Score -192602.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -192602.578125 Penalty: 3682.385986
	Iteration 34Q: 3 clusters Score -192602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -192602.578125 Penalty: 3682.385986
	Iteration 35F: 3 clusters Score -192602.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Entering Unmasked Estep 
Score: -72275.914062 Penalty: 1637.778076
	Iteration 0F: 2 clusters Score -72275.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -70667.203125 Penalty: 3275.556152
	Iteration 0F: 3 clusters Score -70667.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -71178.820312 Penalty: 3275.556152
	Iteration 1F: 3 clusters Score -71178.82 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71545.570312 Penalty: 3275.556152
	Iteration 2F: 3 clusters Score -71545.57 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -71713.851562 Penalty: 3275.556152
	Iteration 3F: 3 clusters Score -71713.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -71815.406250 Penalty: 3275.556152
	Iteration 4Q: 3 clusters Score -71815.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71883.195312 Penalty: 3275.556152
	Iteration 5Q: 3 clusters Score -71883.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71942.609375 Penalty: 3275.556152
	Iteration 6Q: 3 clusters Score -71942.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72002.742188 Penalty: 3275.556152
	Iteration 7Q: 3 clusters Score -72002.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72111.617188 Penalty: 3275.556152
	Iteration 8Q: 3 clusters Score -72111.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -72166.468750 Penalty: 3275.556152
	Iteration 9Q: 3 clusters Score -72166.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -72196.359375 Penalty: 3275.556152
	Iteration 10Q: 3 clusters Score -72196.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -72216.914062 Penalty: 3275.556152
	Iteration 11Q: 3 clusters Score -72216.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -72225.796875 Penalty: 3275.556152
	Iteration 12Q: 3 clusters Score -72225.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72243.437500 Penalty: 3275.556152
	Iteration 13Q: 3 clusters Score -72243.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -72265.078125 Penalty: 3275.556152
	Iteration 14Q: 3 clusters Score -72265.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -72289.218750 Penalty: 3275.556152
	Iteration 15Q: 3 clusters Score -72289.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72302.781250 Penalty: 3275.556152
	Iteration 16Q: 3 clusters Score -72302.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72317.132812 Penalty: 3275.556152
	Iteration 17Q: 3 clusters Score -72317.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -72327.812500 Penalty: 3275.556152
	Iteration 18Q: 3 clusters Score -72327.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -72345.601562 Penalty: 3275.556152
	Iteration 19F: 3 clusters Score -72345.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -72437.140625 Penalty: 3275.556152
	Iteration 20F: 3 clusters Score -72437.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72570.937500 Penalty: 3275.556152
	Iteration 21Q: 3 clusters Score -72570.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72616.250000 Penalty: 3275.556152
	Iteration 22Q: 3 clusters Score -72616.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -72616.250000 Penalty: 3275.556152
	Iteration 23F: 3 clusters Score -72616.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 24784 members 
Mstep: Class 4 contains 6758 members 
Mstep: Class 5 contains 8030 members 
Mstep: Class 6 contains 199086 members 
Mstep: Class 7 contains 48446 members 
Mstep: Class 8 contains 256905 members 
Mstep: Class 9 contains 1633 members 
Mstep: Class 10 contains 24006 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 15650 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 11990 members 
Mstep: Class 15 contains 178 members 
Mstep: Class 16 contains 59751 members 
Mstep: Class 17 contains 181609 members 
Mstep: Class 18 contains 49194 members 
Mstep: Class 19 contains 224068 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12619 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 31213 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33779 members 
Mstep: Class 26 contains 8190 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 386 members 
Mstep: Class 29 contains 4974 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6133 members 
Mstep: Class 32 contains 2872 members 
Mstep: Class 33 contains 1249 members 
Mstep: Class 34 contains 650 members 
Mstep: Class 35 contains 352 members 
Entering Unmasked Estep 
Score: -148060832.000000 Penalty: 121824.687500
Splitting cluster 28 changes total score from -148061536.000000 to -148060832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (4974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Entering Unmasked Estep 
Score: -526449.562500 Penalty: 2110.970947
	Iteration 0F: 2 clusters Score -526449.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -521945.500000 Penalty: 4221.941895
	Iteration 0F: 3 clusters Score -521945.5 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -523210.968750 Penalty: 4221.941895
	Iteration 1F: 3 clusters Score -523211 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -523683.875000 Penalty: 4221.941895
	Iteration 2F: 3 clusters Score -523683.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -524110.781250 Penalty: 4221.941895
	Iteration 3F: 3 clusters Score -524110.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -524533.125000 Penalty: 4221.941895
	Iteration 4F: 3 clusters Score -524533.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -524899.375000 Penalty: 4221.941895
	Iteration 5F: 3 clusters Score -524899.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -525229.000000 Penalty: 4221.941895
	Iteration 6F: 3 clusters Score -525229 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -525474.750000 Penalty: 4221.941895
	Iteration 7Q: 3 clusters Score -525474.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -525596.937500 Penalty: 4221.941895
	Iteration 8Q: 3 clusters Score -525596.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -525660.562500 Penalty: 4221.941895
	Iteration 9Q: 3 clusters Score -525660.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -525690.062500 Penalty: 4221.941895
	Iteration 10Q: 3 clusters Score -525690.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -525710.437500 Penalty: 4221.941895
	Iteration 11Q: 3 clusters Score -525710.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -525723.000000 Penalty: 4221.941895
	Iteration 12Q: 3 clusters Score -525723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -525730.812500 Penalty: 4221.941895
	Iteration 13Q: 3 clusters Score -525730.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -525739.437500 Penalty: 4221.941895
	Iteration 14Q: 3 clusters Score -525739.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -525746.875000 Penalty: 4221.941895
	Iteration 15Q: 3 clusters Score -525746.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -525748.625000 Penalty: 4221.941895
	Iteration 16Q: 3 clusters Score -525748.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -525751.062500 Penalty: 4221.941895
	Iteration 17Q: 3 clusters Score -525751.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -525752.062500 Penalty: 4221.941895
	Iteration 18Q: 3 clusters Score -525752.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -525751.812500 Penalty: 4221.941895
	Iteration 19Q: 3 clusters Score -525751.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -525753.750000 Penalty: 4221.941895
	Iteration 20F: 3 clusters Score -525753.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -525753.000000 Penalty: 4221.941895
	Iteration 21Q: 3 clusters Score -525753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -525753.750000 Penalty: 4221.941895
	Iteration 22Q: 3 clusters Score -525753.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -525754.937500 Penalty: 4221.941895
	Iteration 23Q: 3 clusters Score -525754.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -525755.375000 Penalty: 4221.941895
	Iteration 24Q: 3 clusters Score -525755.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -525756.000000 Penalty: 4221.941895
	Iteration 25Q: 3 clusters Score -525756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -525756.062500 Penalty: 4221.941895
	Iteration 26Q: 3 clusters Score -525756.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -525756.875000 Penalty: 4221.941895
	Iteration 27Q: 3 clusters Score -525756.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -525757.937500 Penalty: 4221.941895
	Iteration 28Q: 3 clusters Score -525757.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -525757.687500 Penalty: 4221.941895
	Iteration 29Q: 3 clusters Score -525757.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -525758.875000 Penalty: 4221.941895
	Iteration 30Q: 3 clusters Score -525758.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -525759.687500 Penalty: 4221.941895
	Iteration 31Q: 3 clusters Score -525759.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -525761.562500 Penalty: 4221.941895
	Iteration 32Q: 3 clusters Score -525761.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -525762.312500 Penalty: 4221.941895
	Iteration 33Q: 3 clusters Score -525762.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -525764.062500 Penalty: 4221.941895
	Iteration 34Q: 3 clusters Score -525764.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -525763.937500 Penalty: 4221.941895
	Iteration 35Q: 3 clusters Score -525763.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -525765.187500 Penalty: 4221.941895
	Iteration 36Q: 3 clusters Score -525765.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -525765.562500 Penalty: 4221.941895
	Iteration 37Q: 3 clusters Score -525765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -525765.375000 Penalty: 4221.941895
	Iteration 38Q: 3 clusters Score -525765.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -525765.375000 Penalty: 4221.941895
	Iteration 39F: 3 clusters Score -525765.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -65739.101562 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -65739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64209.191406 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -64209.19 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64450.710938 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -64450.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -64507.652344 Penalty: 3166.219238
	Iteration 2Q: 3 clusters Score -64507.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -64537.984375 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -64537.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64553.250000 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -64553.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -64561.218750 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -64561.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -64567.832031 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -64567.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64573.492188 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -64573.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64586.480469 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -64586.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64615.132812 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -64615.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -64654.031250 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -64654.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64695.230469 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -64695.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -64740.445312 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -64740.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -64789.132812 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -64789.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -64846.398438 Penalty: 3166.219238
	Iteration 14Q: 3 clusters Score -64846.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64877.757812 Penalty: 3166.219238
	Iteration 15Q: 3 clusters Score -64877.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -64921.902344 Penalty: 3166.219238
	Iteration 16Q: 3 clusters Score -64921.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -64982.125000 Penalty: 3166.219238
	Iteration 17Q: 3 clusters Score -64982.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -65042.695312 Penalty: 3166.219238
	Iteration 18Q: 3 clusters Score -65042.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -65131.277344 Penalty: 3166.219238
	Iteration 19Q: 3 clusters Score -65131.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -65311.316406 Penalty: 3166.219238
	Iteration 20F: 3 clusters Score -65311.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -65537.609375 Penalty: 3166.219238
	Iteration 21Q: 3 clusters Score -65537.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -65626.382812 Penalty: 3166.219238
	Iteration 22Q: 3 clusters Score -65626.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -65672.281250 Penalty: 3166.219238
	Iteration 23Q: 3 clusters Score -65672.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -65691.601562 Penalty: 3166.219238
	Iteration 24Q: 3 clusters Score -65691.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -65707.601562 Penalty: 3166.219238
	Iteration 25Q: 3 clusters Score -65707.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -65707.601562 Penalty: 3166.219238
	Iteration 26F: 3 clusters Score -65707.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Entering Unmasked Estep 
Score: -728126.625000 Penalty: 2162.916992
	Iteration 0F: 2 clusters Score -728126.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -722879.125000 Penalty: 4325.833984
	Iteration 0F: 3 clusters Score -722879.1 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -724382.562500 Penalty: 4325.833984
	Iteration 1F: 3 clusters Score -724382.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -724826.125000 Penalty: 4325.833984
	Iteration 2F: 3 clusters Score -724826.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -725213.000000 Penalty: 4325.833984
	Iteration 3F: 3 clusters Score -725213 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -725504.437500 Penalty: 4325.833984
	Iteration 4F: 3 clusters Score -725504.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -725745.812500 Penalty: 4325.833984
	Iteration 5F: 3 clusters Score -725745.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -725948.375000 Penalty: 4325.833984
	Iteration 6Q: 3 clusters Score -725948.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -726100.687500 Penalty: 4325.833984
	Iteration 7Q: 3 clusters Score -726100.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -726225.562500 Penalty: 4325.833984
	Iteration 8Q: 3 clusters Score -726225.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -726337.375000 Penalty: 4325.833984
	Iteration 9Q: 3 clusters Score -726337.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -726443.000000 Penalty: 4325.833984
	Iteration 10Q: 3 clusters Score -726443 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -726513.125000 Penalty: 4325.833984
	Iteration 11Q: 3 clusters Score -726513.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -726565.812500 Penalty: 4325.833984
	Iteration 12Q: 3 clusters Score -726565.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -726621.437500 Penalty: 4325.833984
	Iteration 13Q: 3 clusters Score -726621.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -726672.187500 Penalty: 4325.833984
	Iteration 14Q: 3 clusters Score -726672.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -726705.625000 Penalty: 4325.833984
	Iteration 15Q: 3 clusters Score -726705.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -726731.000000 Penalty: 4325.833984
	Iteration 16Q: 3 clusters Score -726731 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -726744.937500 Penalty: 4325.833984
	Iteration 17Q: 3 clusters Score -726744.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -726759.625000 Penalty: 4325.833984
	Iteration 18Q: 3 clusters Score -726759.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -726773.687500 Penalty: 4325.833984
	Iteration 19Q: 3 clusters Score -726773.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -726783.000000 Penalty: 4325.833984
	Iteration 20F: 3 clusters Score -726783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -726791.437500 Penalty: 4325.833984
	Iteration 21Q: 3 clusters Score -726791.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -726798.812500 Penalty: 4325.833984
	Iteration 22Q: 3 clusters Score -726798.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -726804.000000 Penalty: 4325.833984
	Iteration 23Q: 3 clusters Score -726804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -726808.312500 Penalty: 4325.833984
	Iteration 24Q: 3 clusters Score -726808.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -726809.437500 Penalty: 4325.833984
	Iteration 25Q: 3 clusters Score -726809.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -726811.000000 Penalty: 4325.833984
	Iteration 26Q: 3 clusters Score -726811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -726811.187500 Penalty: 4325.833984
	Iteration 27Q: 3 clusters Score -726811.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -726813.687500 Penalty: 4325.833984
	Iteration 28Q: 3 clusters Score -726813.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -726815.375000 Penalty: 4325.833984
	Iteration 29Q: 3 clusters Score -726815.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -726817.187500 Penalty: 4325.833984
	Iteration 30Q: 3 clusters Score -726817.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -726818.375000 Penalty: 4325.833984
	Iteration 31Q: 3 clusters Score -726818.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -726818.000000 Penalty: 4325.833984
	Iteration 32Q: 3 clusters Score -726818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -726819.625000 Penalty: 4325.833984
	Iteration 33Q: 3 clusters Score -726819.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -726818.937500 Penalty: 4325.833984
	Iteration 34Q: 3 clusters Score -726818.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -726818.875000 Penalty: 4325.833984
	Iteration 35Q: 3 clusters Score -726818.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -726818.875000 Penalty: 4325.833984
	Iteration 36F: 3 clusters Score -726818.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Entering Unmasked Estep 
Score: -334113.937500 Penalty: 1974.765381
	Iteration 0F: 2 clusters Score -334113.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -330915.468750 Penalty: 3949.530762
	Iteration 0F: 3 clusters Score -330915.5 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -331586.250000 Penalty: 3949.530762
	Iteration 1F: 3 clusters Score -331586.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -331728.187500 Penalty: 3949.530762
	Iteration 2F: 3 clusters Score -331728.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -331823.281250 Penalty: 3949.530762
	Iteration 3Q: 3 clusters Score -331823.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -331893.593750 Penalty: 3949.530762
	Iteration 4Q: 3 clusters Score -331893.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -331959.187500 Penalty: 3949.530762
	Iteration 5Q: 3 clusters Score -331959.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -332027.187500 Penalty: 3949.530762
	Iteration 6Q: 3 clusters Score -332027.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -332090.781250 Penalty: 3949.530762
	Iteration 7Q: 3 clusters Score -332090.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -332145.031250 Penalty: 3949.530762
	Iteration 8Q: 3 clusters Score -332145 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -332176.531250 Penalty: 3949.530762
	Iteration 9Q: 3 clusters Score -332176.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -332200.343750 Penalty: 3949.530762
	Iteration 10Q: 3 clusters Score -332200.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -332216.062500 Penalty: 3949.530762
	Iteration 11Q: 3 clusters Score -332216.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -332235.406250 Penalty: 3949.530762
	Iteration 12Q: 3 clusters Score -332235.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -332251.968750 Penalty: 3949.530762
	Iteration 13Q: 3 clusters Score -332252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -332264.187500 Penalty: 3949.530762
	Iteration 14Q: 3 clusters Score -332264.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -332275.750000 Penalty: 3949.530762
	Iteration 15Q: 3 clusters Score -332275.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -332283.937500 Penalty: 3949.530762
	Iteration 16Q: 3 clusters Score -332283.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -332298.593750 Penalty: 3949.530762
	Iteration 17Q: 3 clusters Score -332298.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -332315.500000 Penalty: 3949.530762
	Iteration 18Q: 3 clusters Score -332315.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -332331.375000 Penalty: 3949.530762
	Iteration 19Q: 3 clusters Score -332331.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -332344.562500 Penalty: 3949.530762
	Iteration 20F: 3 clusters Score -332344.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -332357.000000 Penalty: 3949.530762
	Iteration 21Q: 3 clusters Score -332357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -332366.375000 Penalty: 3949.530762
	Iteration 22Q: 3 clusters Score -332366.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -332377.843750 Penalty: 3949.530762
	Iteration 23Q: 3 clusters Score -332377.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -332383.468750 Penalty: 3949.530762
	Iteration 24Q: 3 clusters Score -332383.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -332392.312500 Penalty: 3949.530762
	Iteration 25Q: 3 clusters Score -332392.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -332410.968750 Penalty: 3949.530762
	Iteration 26Q: 3 clusters Score -332411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -332423.031250 Penalty: 3949.530762
	Iteration 27Q: 3 clusters Score -332423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -332432.156250 Penalty: 3949.530762
	Iteration 28Q: 3 clusters Score -332432.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -332442.156250 Penalty: 3949.530762
	Iteration 29Q: 3 clusters Score -332442.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -332448.750000 Penalty: 3949.530762
	Iteration 30Q: 3 clusters Score -332448.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -332452.687500 Penalty: 3949.530762
	Iteration 31Q: 3 clusters Score -332452.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -332455.750000 Penalty: 3949.530762
	Iteration 32Q: 3 clusters Score -332455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -332460.843750 Penalty: 3949.530762
	Iteration 33Q: 3 clusters Score -332460.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -332467.781250 Penalty: 3949.530762
	Iteration 34Q: 3 clusters Score -332467.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -332475.593750 Penalty: 3949.530762
	Iteration 35Q: 3 clusters Score -332475.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -332485.250000 Penalty: 3949.530762
	Iteration 36Q: 3 clusters Score -332485.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -332497.656250 Penalty: 3949.530762
	Iteration 37Q: 3 clusters Score -332497.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -332503.875000 Penalty: 3949.530762
	Iteration 38Q: 3 clusters Score -332503.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -332508.968750 Penalty: 3949.530762
	Iteration 39Q: 3 clusters Score -332509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -332511.875000 Penalty: 3949.530762
	Iteration 40F: 3 clusters Score -332511.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -332514.156250 Penalty: 3949.530762
	Iteration 41Q: 3 clusters Score -332514.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -332515.062500 Penalty: 3949.530762
	Iteration 42Q: 3 clusters Score -332515.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -332516.593750 Penalty: 3949.530762
	Iteration 43Q: 3 clusters Score -332516.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -332520.937500 Penalty: 3949.530762
	Iteration 44Q: 3 clusters Score -332520.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -332528.843750 Penalty: 3949.530762
	Iteration 45Q: 3 clusters Score -332528.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -332533.375000 Penalty: 3949.530762
	Iteration 46Q: 3 clusters Score -332533.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -332538.218750 Penalty: 3949.530762
	Iteration 47Q: 3 clusters Score -332538.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -332540.968750 Penalty: 3949.530762
	Iteration 48Q: 3 clusters Score -332541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -332546.593750 Penalty: 3949.530762
	Iteration 49Q: 3 clusters Score -332546.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -332552.000000 Penalty: 3949.530762
	Iteration 50Q: 3 clusters Score -332552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -332558.406250 Penalty: 3949.530762
	Iteration 51Q: 3 clusters Score -332558.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -332568.125000 Penalty: 3949.530762
	Iteration 52Q: 3 clusters Score -332568.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -332572.156250 Penalty: 3949.530762
	Iteration 53Q: 3 clusters Score -332572.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -332574.593750 Penalty: 3949.530762
	Iteration 54Q: 3 clusters Score -332574.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -332578.062500 Penalty: 3949.530762
	Iteration 55Q: 3 clusters Score -332578.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -332580.812500 Penalty: 3949.530762
	Iteration 56Q: 3 clusters Score -332580.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -332581.468750 Penalty: 3949.530762
	Iteration 57Q: 3 clusters Score -332581.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -332582.156250 Penalty: 3949.530762
	Iteration 58Q: 3 clusters Score -332582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -332582.187500 Penalty: 3949.530762
	Iteration 59Q: 3 clusters Score -332582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -332582.750000 Penalty: 3949.530762
	Iteration 60F: 3 clusters Score -332582.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -332583.250000 Penalty: 3949.530762
	Iteration 61Q: 3 clusters Score -332583.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -332583.250000 Penalty: 3949.530762
	Iteration 62F: 3 clusters Score -332583.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 24784 members 
Mstep: Class 4 contains 6758 members 
Mstep: Class 5 contains 8030 members 
Mstep: Class 6 contains 199086 members 
Mstep: Class 7 contains 48446 members 
Mstep: Class 8 contains 256905 members 
Mstep: Class 9 contains 1633 members 
Mstep: Class 10 contains 24006 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 15650 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 11990 members 
Mstep: Class 15 contains 178 members 
Mstep: Class 16 contains 59751 members 
Mstep: Class 17 contains 181609 members 
Mstep: Class 18 contains 49194 members 
Mstep: Class 19 contains 224068 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12619 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 31213 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33779 members 
Mstep: Class 26 contains 8190 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 738 members 
Mstep: Class 29 contains 4974 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6133 members 
Mstep: Class 32 contains 2872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148062272.000000 Penalty: 118343.976562
Iteration 119Q: 35 clusters Score -1.480623e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 557 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 24780 members 
Mstep: Class 4 contains 6774 members 
Mstep: Class 5 contains 8039 members 
Mstep: Class 6 contains 198955 members 
Mstep: Class 7 contains 48451 members 
Mstep: Class 8 contains 256873 members 
Mstep: Class 9 contains 1633 members 
Mstep: Class 10 contains 23997 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 15753 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 11994 members 
Mstep: Class 15 contains 184 members 
Mstep: Class 16 contains 59750 members 
Mstep: Class 17 contains 181629 members 
Mstep: Class 18 contains 49182 members 
Mstep: Class 19 contains 224080 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12618 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 31206 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33790 members 
Mstep: Class 26 contains 8187 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 732 members 
Mstep: Class 29 contains 4993 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6136 members 
Mstep: Class 32 contains 2872 members 
Mstep: Class 33 contains 1238 members 
Mstep: Class 34 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148067072.000000 Penalty: 118343.976562
Iteration 120F: 35 clusters Score -1.480671e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 24782 members 
Mstep: Class 4 contains 6791 members 
Mstep: Class 5 contains 8046 members 
Mstep: Class 6 contains 198815 members 
Mstep: Class 7 contains 48435 members 
Mstep: Class 8 contains 256853 members 
Mstep: Class 9 contains 1633 members 
Mstep: Class 10 contains 23991 members 
Mstep: Class 11 contains 1051 members 
Mstep: Class 12 contains 15943 members 
Mstep: Class 13 contains 4535 members 
Mstep: Class 14 contains 12005 members 
Mstep: Class 15 contains 196 members 
Mstep: Class 16 contains 59748 members 
Mstep: Class 17 contains 181656 members 
Mstep: Class 18 contains 49172 members 
Mstep: Class 19 contains 224043 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12616 members 
Mstep: Class 22 contains 2035 members 
Mstep: Class 23 contains 31130 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 33798 members 
Mstep: Class 26 contains 8188 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 723 members 
Mstep: Class 29 contains 5015 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6136 members 
Mstep: Class 32 contains 2873 members 
Mstep: Class 33 contains 1253 members 
Mstep: Class 34 contains 650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148069264.000000 Penalty: 118343.976562
Iteration 121Q: 35 clusters Score -1.480693e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 24790 members 
Mstep: Class 4 contains 6806 members 
Mstep: Class 5 contains 8049 members 
Mstep: Class 6 contains 198677 members 
Mstep: Class 7 contains 48420 members 
Mstep: Class 8 contains 256825 members 
Mstep: Class 9 contains 1632 members 
Mstep: Class 10 contains 23986 members 
Mstep: Class 11 contains 1055 members 
Mstep: Class 12 contains 16138 members 
Mstep: Class 13 contains 4534 members 
Mstep: Class 14 contains 12006 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59746 members 
Mstep: Class 17 contains 181676 members 
Mstep: Class 18 contains 49165 members 
Mstep: Class 19 contains 224002 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12615 members 
Mstep: Class 22 contains 2036 members 
Mstep: Class 23 contains 31061 members 
Mstep: Class 24 contains 476 members 
Mstep: Class 25 contains 33811 members 
Mstep: Class 26 contains 8185 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 719 members 
Mstep: Class 29 contains 5046 members 
Mstep: Class 30 contains 594 members 
Mstep: Class 31 contains 6142 members 
Mstep: Class 32 contains 2874 members 
Mstep: Class 33 contains 1260 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148069408.000000 Penalty: 118343.976562
Iteration 122Q: 35 clusters Score -1.480694e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 24803 members 
Mstep: Class 4 contains 6816 members 
Mstep: Class 5 contains 8053 members 
Mstep: Class 6 contains 198531 members 
Mstep: Class 7 contains 48429 members 
Mstep: Class 8 contains 256785 members 
Mstep: Class 9 contains 1628 members 
Mstep: Class 10 contains 23981 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 16312 members 
Mstep: Class 13 contains 4534 members 
Mstep: Class 14 contains 12011 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59738 members 
Mstep: Class 17 contains 181690 members 
Mstep: Class 18 contains 49159 members 
Mstep: Class 19 contains 223984 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12614 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 30997 members 
Mstep: Class 24 contains 474 members 
Mstep: Class 25 contains 33818 members 
Mstep: Class 26 contains 8186 members 
Mstep: Class 27 contains 1675 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5087 members 
Mstep: Class 30 contains 595 members 
Mstep: Class 31 contains 6146 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1265 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148069440.000000 Penalty: 118343.976562
Iteration 123Q: 35 clusters Score -1.480694e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 24813 members 
Mstep: Class 4 contains 6823 members 
Mstep: Class 5 contains 8056 members 
Mstep: Class 6 contains 198387 members 
Mstep: Class 7 contains 48414 members 
Mstep: Class 8 contains 256764 members 
Mstep: Class 9 contains 1628 members 
Mstep: Class 10 contains 23972 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 16452 members 
Mstep: Class 13 contains 4533 members 
Mstep: Class 14 contains 12042 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59734 members 
Mstep: Class 17 contains 181679 members 
Mstep: Class 18 contains 49156 members 
Mstep: Class 19 contains 224006 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12613 members 
Mstep: Class 22 contains 2035 members 
Mstep: Class 23 contains 30965 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 33816 members 
Mstep: Class 26 contains 8184 members 
Mstep: Class 27 contains 1675 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5107 members 
Mstep: Class 30 contains 595 members 
Mstep: Class 31 contains 6149 members 
Mstep: Class 32 contains 2877 members 
Mstep: Class 33 contains 1267 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148069312.000000 Penalty: 118343.976562
Iteration 124Q: 35 clusters Score -1.480693e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 24821 members 
Mstep: Class 4 contains 6828 members 
Mstep: Class 5 contains 8060 members 
Mstep: Class 6 contains 198300 members 
Mstep: Class 7 contains 48402 members 
Mstep: Class 8 contains 256753 members 
Mstep: Class 9 contains 1625 members 
Mstep: Class 10 contains 23968 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 16569 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12055 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59734 members 
Mstep: Class 17 contains 181682 members 
Mstep: Class 18 contains 49149 members 
Mstep: Class 19 contains 224004 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 2036 members 
Mstep: Class 23 contains 30916 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 33815 members 
Mstep: Class 26 contains 8184 members 
Mstep: Class 27 contains 1675 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5120 members 
Mstep: Class 30 contains 595 members 
Mstep: Class 31 contains 6150 members 
Mstep: Class 32 contains 2877 members 
Mstep: Class 33 contains 1268 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148069424.000000 Penalty: 118343.976562
Iteration 125Q: 35 clusters Score -1.480694e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 24832 members 
Mstep: Class 4 contains 6833 members 
Mstep: Class 5 contains 8063 members 
Mstep: Class 6 contains 198213 members 
Mstep: Class 7 contains 48379 members 
Mstep: Class 8 contains 256738 members 
Mstep: Class 9 contains 1624 members 
Mstep: Class 10 contains 23969 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 16683 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12067 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59730 members 
Mstep: Class 17 contains 181678 members 
Mstep: Class 18 contains 49144 members 
Mstep: Class 19 contains 224000 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 2035 members 
Mstep: Class 23 contains 30879 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 33822 members 
Mstep: Class 26 contains 8181 members 
Mstep: Class 27 contains 1675 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5135 members 
Mstep: Class 30 contains 596 members 
Mstep: Class 31 contains 6150 members 
Mstep: Class 32 contains 2877 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148069392.000000 Penalty: 118343.976562
Iteration 126Q: 35 clusters Score -1.480694e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 24841 members 
Mstep: Class 4 contains 6837 members 
Mstep: Class 5 contains 8067 members 
Mstep: Class 6 contains 198103 members 
Mstep: Class 7 contains 48360 members 
Mstep: Class 8 contains 256713 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 23962 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 16799 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12074 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59728 members 
Mstep: Class 17 contains 181690 members 
Mstep: Class 18 contains 49146 members 
Mstep: Class 19 contains 224000 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 2034 members 
Mstep: Class 23 contains 30848 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 33830 members 
Mstep: Class 26 contains 8177 members 
Mstep: Class 27 contains 1675 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5161 members 
Mstep: Class 30 contains 596 members 
Mstep: Class 31 contains 6151 members 
Mstep: Class 32 contains 2877 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148069488.000000 Penalty: 118343.976562
Iteration 127Q: 35 clusters Score -1.480695e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 24850 members 
Mstep: Class 4 contains 6838 members 
Mstep: Class 5 contains 8069 members 
Mstep: Class 6 contains 198008 members 
Mstep: Class 7 contains 48352 members 
Mstep: Class 8 contains 256672 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 23953 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 16882 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12089 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59729 members 
Mstep: Class 17 contains 181716 members 
Mstep: Class 18 contains 49151 members 
Mstep: Class 19 contains 224006 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 2034 members 
Mstep: Class 23 contains 30821 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 33839 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1675 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5173 members 
Mstep: Class 30 contains 596 members 
Mstep: Class 31 contains 6155 members 
Mstep: Class 32 contains 2877 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148069536.000000 Penalty: 118343.976562
Iteration 128Q: 35 clusters Score -1.480695e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 24858 members 
Mstep: Class 4 contains 6839 members 
Mstep: Class 5 contains 8071 members 
Mstep: Class 6 contains 197914 members 
Mstep: Class 7 contains 48344 members 
Mstep: Class 8 contains 256643 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 23954 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 16941 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12098 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59728 members 
Mstep: Class 17 contains 181729 members 
Mstep: Class 18 contains 49156 members 
Mstep: Class 19 contains 224033 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 2034 members 
Mstep: Class 23 contains 30810 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 33847 members 
Mstep: Class 26 contains 8173 members 
Mstep: Class 27 contains 1674 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5181 members 
Mstep: Class 30 contains 596 members 
Mstep: Class 31 contains 6158 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148069568.000000 Penalty: 118343.976562
Iteration 129Q: 35 clusters Score -1.480696e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 24860 members 
Mstep: Class 4 contains 6843 members 
Mstep: Class 5 contains 8071 members 
Mstep: Class 6 contains 197821 members 
Mstep: Class 7 contains 48334 members 
Mstep: Class 8 contains 256610 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 23954 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 16992 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12109 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59724 members 
Mstep: Class 17 contains 181742 members 
Mstep: Class 18 contains 49152 members 
Mstep: Class 19 contains 224083 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 2036 members 
Mstep: Class 23 contains 30809 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 33848 members 
Mstep: Class 26 contains 8171 members 
Mstep: Class 27 contains 1674 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5186 members 
Mstep: Class 30 contains 596 members 
Mstep: Class 31 contains 6163 members 
Mstep: Class 32 contains 2874 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148069600.000000 Penalty: 118343.976562
Iteration 130Q: 35 clusters Score -1.480696e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 24865 members 
Mstep: Class 4 contains 6848 members 
Mstep: Class 5 contains 8074 members 
Mstep: Class 6 contains 197749 members 
Mstep: Class 7 contains 48330 members 
Mstep: Class 8 contains 256588 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 23956 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17030 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12116 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59722 members 
Mstep: Class 17 contains 181768 members 
Mstep: Class 18 contains 49149 members 
Mstep: Class 19 contains 224103 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 2035 members 
Mstep: Class 23 contains 30784 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 33852 members 
Mstep: Class 26 contains 8170 members 
Mstep: Class 27 contains 1674 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5196 members 
Mstep: Class 30 contains 596 members 
Mstep: Class 31 contains 6168 members 
Mstep: Class 32 contains 2874 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148069536.000000 Penalty: 118343.976562
Iteration 131Q: 35 clusters Score -1.480695e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 24865 members 
Mstep: Class 4 contains 6850 members 
Mstep: Class 5 contains 8076 members 
Mstep: Class 6 contains 197681 members 
Mstep: Class 7 contains 48331 members 
Mstep: Class 8 contains 256569 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 23957 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17057 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12125 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59718 members 
Mstep: Class 17 contains 181796 members 
Mstep: Class 18 contains 49147 members 
Mstep: Class 19 contains 224122 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 2035 members 
Mstep: Class 23 contains 30769 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 33861 members 
Mstep: Class 26 contains 8169 members 
Mstep: Class 27 contains 1674 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5203 members 
Mstep: Class 30 contains 596 members 
Mstep: Class 31 contains 6170 members 
Mstep: Class 32 contains 2873 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148069584.000000 Penalty: 118343.976562
Iteration 132Q: 35 clusters Score -1.480696e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 1958 members 
Mstep: Class 3 contains 24871 members 
Mstep: Class 4 contains 6851 members 
Mstep: Class 5 contains 8077 members 
Mstep: Class 6 contains 197619 members 
Mstep: Class 7 contains 48328 members 
Mstep: Class 8 contains 256560 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 23957 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17085 members 
Mstep: Class 13 contains 4533 members 
Mstep: Class 14 contains 12127 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59715 members 
Mstep: Class 17 contains 181816 members 
Mstep: Class 18 contains 49141 members 
Mstep: Class 19 contains 224132 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12609 members 
Mstep: Class 22 contains 2036 members 
Mstep: Class 23 contains 30766 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 33864 members 
Mstep: Class 26 contains 8167 members 
Mstep: Class 27 contains 1675 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5211 members 
Mstep: Class 30 contains 596 members 
Mstep: Class 31 contains 6175 members 
Mstep: Class 32 contains 2873 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148069712.000000 Penalty: 118343.976562
Iteration 133Q: 35 clusters Score -1.480697e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 24872 members 
Mstep: Class 4 contains 6850 members 
Mstep: Class 5 contains 8077 members 
Mstep: Class 6 contains 197568 members 
Mstep: Class 7 contains 48335 members 
Mstep: Class 8 contains 256550 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 23957 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17113 members 
Mstep: Class 13 contains 4533 members 
Mstep: Class 14 contains 12122 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59712 members 
Mstep: Class 17 contains 181836 members 
Mstep: Class 18 contains 49145 members 
Mstep: Class 19 contains 224134 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 2036 members 
Mstep: Class 23 contains 30755 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 33866 members 
Mstep: Class 26 contains 8167 members 
Mstep: Class 27 contains 1675 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5218 members 
Mstep: Class 30 contains 596 members 
Mstep: Class 31 contains 6178 members 
Mstep: Class 32 contains 2873 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148069728.000000 Penalty: 118343.976562
Iteration 134Q: 35 clusters Score -1.480697e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1956 members 
Mstep: Class 3 contains 24879 members 
Mstep: Class 4 contains 6851 members 
Mstep: Class 5 contains 8077 members 
Mstep: Class 6 contains 197530 members 
Mstep: Class 7 contains 48346 members 
Mstep: Class 8 contains 256536 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 23957 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17135 members 
Mstep: Class 13 contains 4533 members 
Mstep: Class 14 contains 12124 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59712 members 
Mstep: Class 17 contains 181863 members 
Mstep: Class 18 contains 49144 members 
Mstep: Class 19 contains 224130 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 2036 members 
Mstep: Class 23 contains 30732 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 33868 members 
Mstep: Class 26 contains 8166 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5225 members 
Mstep: Class 30 contains 596 members 
Mstep: Class 31 contains 6180 members 
Mstep: Class 32 contains 2873 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148069904.000000 Penalty: 118343.976562
Iteration 135Q: 35 clusters Score -1.480699e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 1955 members 
Mstep: Class 3 contains 24880 members 
Mstep: Class 4 contains 6852 members 
Mstep: Class 5 contains 8077 members 
Mstep: Class 6 contains 197491 members 
Mstep: Class 7 contains 48351 members 
Mstep: Class 8 contains 256520 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 23958 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17158 members 
Mstep: Class 13 contains 4533 members 
Mstep: Class 14 contains 12126 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59713 members 
Mstep: Class 17 contains 181881 members 
Mstep: Class 18 contains 49145 members 
Mstep: Class 19 contains 224138 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 2036 members 
Mstep: Class 23 contains 30715 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 33874 members 
Mstep: Class 26 contains 8165 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5227 members 
Mstep: Class 30 contains 596 members 
Mstep: Class 31 contains 6180 members 
Mstep: Class 32 contains 2874 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148069952.000000 Penalty: 118343.976562
Iteration 136Q: 35 clusters Score -1.4807e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 1954 members 
Mstep: Class 3 contains 24878 members 
Mstep: Class 4 contains 6854 members 
Mstep: Class 5 contains 8077 members 
Mstep: Class 6 contains 197472 members 
Mstep: Class 7 contains 48345 members 
Mstep: Class 8 contains 256494 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 23961 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17176 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12130 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59710 members 
Mstep: Class 17 contains 181900 members 
Mstep: Class 18 contains 49142 members 
Mstep: Class 19 contains 224151 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 30705 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 33876 members 
Mstep: Class 26 contains 8165 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5230 members 
Mstep: Class 30 contains 596 members 
Mstep: Class 31 contains 6181 members 
Mstep: Class 32 contains 2874 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148069936.000000 Penalty: 118343.976562
Iteration 137Q: 35 clusters Score -1.480699e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24883 members 
Mstep: Class 4 contains 6855 members 
Mstep: Class 5 contains 8080 members 
Mstep: Class 6 contains 197460 members 
Mstep: Class 7 contains 48346 members 
Mstep: Class 8 contains 256473 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 23965 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17190 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12134 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59707 members 
Mstep: Class 17 contains 181909 members 
Mstep: Class 18 contains 49142 members 
Mstep: Class 19 contains 224145 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 30693 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 33878 members 
Mstep: Class 26 contains 8166 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5238 members 
Mstep: Class 30 contains 596 members 
Mstep: Class 31 contains 6181 members 
Mstep: Class 32 contains 2874 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148070064.000000 Penalty: 118343.976562
Iteration 138Q: 35 clusters Score -1.480701e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24883 members 
Mstep: Class 4 contains 6857 members 
Mstep: Class 5 contains 8081 members 
Mstep: Class 6 contains 197446 members 
Mstep: Class 7 contains 48350 members 
Mstep: Class 8 contains 256457 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 23962 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17196 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12140 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59701 members 
Mstep: Class 17 contains 181917 members 
Mstep: Class 18 contains 49145 members 
Mstep: Class 19 contains 224144 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12610 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 30694 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 33883 members 
Mstep: Class 26 contains 8169 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5238 members 
Mstep: Class 30 contains 596 members 
Mstep: Class 31 contains 6182 members 
Mstep: Class 32 contains 2874 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148070112.000000 Penalty: 118343.976562
Iteration 139Q: 35 clusters Score -1.480701e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24882 members 
Mstep: Class 4 contains 6857 members 
Mstep: Class 5 contains 8085 members 
Mstep: Class 6 contains 197441 members 
Mstep: Class 7 contains 48355 members 
Mstep: Class 8 contains 256438 members 
Mstep: Class 9 contains 1622 members 
Mstep: Class 10 contains 23957 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17204 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12147 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59700 members 
Mstep: Class 17 contains 181922 members 
Mstep: Class 18 contains 49147 members 
Mstep: Class 19 contains 224137 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12609 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 30694 members 
Mstep: Class 24 contains 473 members 
Mstep: Class 25 contains 33887 members 
Mstep: Class 26 contains 8170 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5239 members 
Mstep: Class 30 contains 596 members 
Mstep: Class 31 contains 6184 members 
Mstep: Class 32 contains 2874 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148072784.000000 Penalty: 118343.976562
Iteration 140F: 35 clusters Score -1.480728e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 412 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24882 members 
Mstep: Class 4 contains 6857 members 
Mstep: Class 5 contains 8087 members 
Mstep: Class 6 contains 197451 members 
Mstep: Class 7 contains 48350 members 
Mstep: Class 8 contains 256411 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 23955 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17208 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12151 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59696 members 
Mstep: Class 17 contains 181943 members 
Mstep: Class 18 contains 49140 members 
Mstep: Class 19 contains 224138 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12609 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 30692 members 
Mstep: Class 24 contains 533 members 
Mstep: Class 25 contains 33889 members 
Mstep: Class 26 contains 8172 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5241 members 
Mstep: Class 30 contains 596 members 
Mstep: Class 31 contains 6185 members 
Mstep: Class 32 contains 2874 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074576.000000 Penalty: 118343.976562
Iteration 141Q: 35 clusters Score -1.480746e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6858 members 
Mstep: Class 5 contains 8089 members 
Mstep: Class 6 contains 197459 members 
Mstep: Class 7 contains 48343 members 
Mstep: Class 8 contains 256376 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 23955 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17214 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12149 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59696 members 
Mstep: Class 17 contains 181958 members 
Mstep: Class 18 contains 49138 members 
Mstep: Class 19 contains 224140 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 30689 members 
Mstep: Class 24 contains 532 members 
Mstep: Class 25 contains 33892 members 
Mstep: Class 26 contains 8174 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5246 members 
Mstep: Class 30 contains 598 members 
Mstep: Class 31 contains 6185 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074496.000000 Penalty: 118343.976562
Iteration 142Q: 35 clusters Score -1.480745e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24887 members 
Mstep: Class 4 contains 6859 members 
Mstep: Class 5 contains 8091 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48341 members 
Mstep: Class 8 contains 256351 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 23952 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17223 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12153 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59696 members 
Mstep: Class 17 contains 181963 members 
Mstep: Class 18 contains 49135 members 
Mstep: Class 19 contains 224144 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 30691 members 
Mstep: Class 24 contains 530 members 
Mstep: Class 25 contains 33891 members 
Mstep: Class 26 contains 8174 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5247 members 
Mstep: Class 30 contains 600 members 
Mstep: Class 31 contains 6185 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074512.000000 Penalty: 118343.976562
Iteration 143Q: 35 clusters Score -1.480745e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24887 members 
Mstep: Class 4 contains 6860 members 
Mstep: Class 5 contains 8094 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48338 members 
Mstep: Class 8 contains 256326 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 23948 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17227 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12157 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59697 members 
Mstep: Class 17 contains 181978 members 
Mstep: Class 18 contains 49134 members 
Mstep: Class 19 contains 224145 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12607 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 30691 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 33890 members 
Mstep: Class 26 contains 8174 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5250 members 
Mstep: Class 30 contains 602 members 
Mstep: Class 31 contains 6185 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074608.000000 Penalty: 118343.976562
Iteration 144Q: 35 clusters Score -1.480746e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24889 members 
Mstep: Class 4 contains 6861 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197463 members 
Mstep: Class 7 contains 48335 members 
Mstep: Class 8 contains 256309 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17234 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12161 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59697 members 
Mstep: Class 17 contains 181984 members 
Mstep: Class 18 contains 49130 members 
Mstep: Class 19 contains 224147 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 30695 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 33889 members 
Mstep: Class 26 contains 8174 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5252 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 6185 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074544.000000 Penalty: 118343.976562
Iteration 145Q: 35 clusters Score -1.480745e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24889 members 
Mstep: Class 4 contains 6861 members 
Mstep: Class 5 contains 8097 members 
Mstep: Class 6 contains 197466 members 
Mstep: Class 7 contains 48334 members 
Mstep: Class 8 contains 256300 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17240 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12163 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59696 members 
Mstep: Class 17 contains 181993 members 
Mstep: Class 18 contains 49128 members 
Mstep: Class 19 contains 224136 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 30697 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 33890 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5252 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 6185 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074528.000000 Penalty: 118343.976562
Iteration 146Q: 35 clusters Score -1.480745e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6861 members 
Mstep: Class 5 contains 8097 members 
Mstep: Class 6 contains 197463 members 
Mstep: Class 7 contains 48335 members 
Mstep: Class 8 contains 256279 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17241 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12164 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59695 members 
Mstep: Class 17 contains 182011 members 
Mstep: Class 18 contains 49129 members 
Mstep: Class 19 contains 224138 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 30697 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 33892 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5252 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 6185 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074512.000000 Penalty: 118343.976562
Iteration 147Q: 35 clusters Score -1.480745e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24885 members 
Mstep: Class 4 contains 6861 members 
Mstep: Class 5 contains 8097 members 
Mstep: Class 6 contains 197457 members 
Mstep: Class 7 contains 48334 members 
Mstep: Class 8 contains 256254 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17240 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12166 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59694 members 
Mstep: Class 17 contains 182023 members 
Mstep: Class 18 contains 49128 members 
Mstep: Class 19 contains 224152 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2037 members 
Mstep: Class 23 contains 30697 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 33898 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5252 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074496.000000 Penalty: 118343.976562
Iteration 148Q: 35 clusters Score -1.480745e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24884 members 
Mstep: Class 4 contains 6861 members 
Mstep: Class 5 contains 8097 members 
Mstep: Class 6 contains 197442 members 
Mstep: Class 7 contains 48335 members 
Mstep: Class 8 contains 256236 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17245 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12165 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59693 members 
Mstep: Class 17 contains 182029 members 
Mstep: Class 18 contains 49129 members 
Mstep: Class 19 contains 224175 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30697 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 33896 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5252 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074528.000000 Penalty: 118343.976562
Iteration 149Q: 35 clusters Score -1.480745e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24883 members 
Mstep: Class 4 contains 6862 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197435 members 
Mstep: Class 7 contains 48341 members 
Mstep: Class 8 contains 256211 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17249 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12165 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59692 members 
Mstep: Class 17 contains 182030 members 
Mstep: Class 18 contains 49126 members 
Mstep: Class 19 contains 224198 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30699 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 33896 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5252 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074496.000000 Penalty: 118343.976562
Iteration 150Q: 35 clusters Score -1.480745e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24884 members 
Mstep: Class 4 contains 6864 members 
Mstep: Class 5 contains 8095 members 
Mstep: Class 6 contains 197431 members 
Mstep: Class 7 contains 48339 members 
Mstep: Class 8 contains 256198 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17252 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 12165 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59693 members 
Mstep: Class 17 contains 182031 members 
Mstep: Class 18 contains 49123 members 
Mstep: Class 19 contains 224210 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30700 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 33898 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5253 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074544.000000 Penalty: 118343.976562
Iteration 151Q: 35 clusters Score -1.480745e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24885 members 
Mstep: Class 4 contains 6866 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197436 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256190 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 23942 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17253 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59693 members 
Mstep: Class 17 contains 182031 members 
Mstep: Class 18 contains 49120 members 
Mstep: Class 19 contains 224211 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30699 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 33901 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5253 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074512.000000 Penalty: 118343.976562
Iteration 152Q: 35 clusters Score -1.480745e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24885 members 
Mstep: Class 4 contains 6867 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197437 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256189 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 23942 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17253 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 12169 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59694 members 
Mstep: Class 17 contains 182032 members 
Mstep: Class 18 contains 49115 members 
Mstep: Class 19 contains 224207 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30700 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 33906 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5254 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074608.000000 Penalty: 118343.976562
Iteration 153Q: 35 clusters Score -1.480746e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24885 members 
Mstep: Class 4 contains 6868 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197439 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256187 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17253 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 12170 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59694 members 
Mstep: Class 17 contains 182040 members 
Mstep: Class 18 contains 49111 members 
Mstep: Class 19 contains 224199 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30696 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 33910 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5256 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074624.000000 Penalty: 118343.976562
Iteration 154Q: 35 clusters Score -1.480746e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197444 members 
Mstep: Class 7 contains 48335 members 
Mstep: Class 8 contains 256174 members 
Mstep: Class 9 contains 1621 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17253 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59694 members 
Mstep: Class 17 contains 182044 members 
Mstep: Class 18 contains 49110 members 
Mstep: Class 19 contains 224196 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30701 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 33910 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5257 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074592.000000 Penalty: 118343.976562
Iteration 155Q: 35 clusters Score -1.480746e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197441 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256168 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23942 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17254 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59694 members 
Mstep: Class 17 contains 182047 members 
Mstep: Class 18 contains 49111 members 
Mstep: Class 19 contains 224200 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30703 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 33909 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5257 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074544.000000 Penalty: 118343.976562
Iteration 156Q: 35 clusters Score -1.480745e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197433 members 
Mstep: Class 7 contains 48333 members 
Mstep: Class 8 contains 256166 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23942 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17256 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59694 members 
Mstep: Class 17 contains 182053 members 
Mstep: Class 18 contains 49112 members 
Mstep: Class 19 contains 224200 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30710 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 33909 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5257 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074528.000000 Penalty: 118343.976562
Iteration 157Q: 35 clusters Score -1.480745e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197433 members 
Mstep: Class 7 contains 48332 members 
Mstep: Class 8 contains 256159 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23942 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17256 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59694 members 
Mstep: Class 17 contains 182056 members 
Mstep: Class 18 contains 49112 members 
Mstep: Class 19 contains 224202 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30714 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 33908 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5257 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148074608.000000 Penalty: 118343.976562
Iteration 158Q: 35 clusters Score -1.480746e+08 nChanged 36
Entering ConstructFrom: 
Score: -148074608.000000 Penalty: 118343.976562
Entering ConstructFrom: 
Trying to split cluster 1 (14988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Entering Unmasked Estep 
Score: -1772635.375000 Penalty: 2384.521484
	Iteration 0F: 2 clusters Score -1772635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1761774.625000 Penalty: 4769.042969
	Iteration 0F: 3 clusters Score -1761775 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1765372.125000 Penalty: 4769.042969
	Iteration 1F: 3 clusters Score -1765372 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1765757.625000 Penalty: 4769.042969
	Iteration 2F: 3 clusters Score -1765758 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1766076.500000 Penalty: 4769.042969
	Iteration 3F: 3 clusters Score -1766076 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1766372.625000 Penalty: 4769.042969
	Iteration 4Q: 3 clusters Score -1766373 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1766683.375000 Penalty: 4769.042969
	Iteration 5Q: 3 clusters Score -1766683 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1767043.250000 Penalty: 4769.042969
	Iteration 6Q: 3 clusters Score -1767043 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1767447.500000 Penalty: 4769.042969
	Iteration 7Q: 3 clusters Score -1767448 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1767880.125000 Penalty: 4769.042969
	Iteration 8Q: 3 clusters Score -1767880 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1768316.000000 Penalty: 4769.042969
	Iteration 9Q: 3 clusters Score -1768316 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1768699.875000 Penalty: 4769.042969
	Iteration 10Q: 3 clusters Score -1768700 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1769026.125000 Penalty: 4769.042969
	Iteration 11Q: 3 clusters Score -1769026 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1769299.875000 Penalty: 4769.042969
	Iteration 12Q: 3 clusters Score -1769300 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1769530.625000 Penalty: 4769.042969
	Iteration 13Q: 3 clusters Score -1769531 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1769670.875000 Penalty: 4769.042969
	Iteration 14Q: 3 clusters Score -1769671 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1769761.875000 Penalty: 4769.042969
	Iteration 15Q: 3 clusters Score -1769762 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1769831.500000 Penalty: 4769.042969
	Iteration 16Q: 3 clusters Score -1769832 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1769880.875000 Penalty: 4769.042969
	Iteration 17Q: 3 clusters Score -1769881 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1769924.500000 Penalty: 4769.042969
	Iteration 18Q: 3 clusters Score -1769924 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1769957.500000 Penalty: 4769.042969
	Iteration 19Q: 3 clusters Score -1769958 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1769981.875000 Penalty: 4769.042969
	Iteration 20F: 3 clusters Score -1769982 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1770004.000000 Penalty: 4769.042969
	Iteration 21Q: 3 clusters Score -1770004 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1770035.250000 Penalty: 4769.042969
	Iteration 22Q: 3 clusters Score -1770035 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1770057.500000 Penalty: 4769.042969
	Iteration 23Q: 3 clusters Score -1770058 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1770081.000000 Penalty: 4769.042969
	Iteration 24Q: 3 clusters Score -1770081 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1770098.875000 Penalty: 4769.042969
	Iteration 25Q: 3 clusters Score -1770099 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1770118.500000 Penalty: 4769.042969
	Iteration 26Q: 3 clusters Score -1770118 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1770127.875000 Penalty: 4769.042969
	Iteration 27Q: 3 clusters Score -1770128 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1770145.125000 Penalty: 4769.042969
	Iteration 28Q: 3 clusters Score -1770145 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1770160.500000 Penalty: 4769.042969
	Iteration 29Q: 3 clusters Score -1770160 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1770173.375000 Penalty: 4769.042969
	Iteration 30Q: 3 clusters Score -1770173 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1770180.375000 Penalty: 4769.042969
	Iteration 31Q: 3 clusters Score -1770180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1770183.625000 Penalty: 4769.042969
	Iteration 32Q: 3 clusters Score -1770184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1770193.250000 Penalty: 4769.042969
	Iteration 33Q: 3 clusters Score -1770193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1770193.750000 Penalty: 4769.042969
	Iteration 34Q: 3 clusters Score -1770194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1770198.500000 Penalty: 4769.042969
	Iteration 35Q: 3 clusters Score -1770198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1770199.375000 Penalty: 4769.042969
	Iteration 36Q: 3 clusters Score -1770199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1770204.750000 Penalty: 4769.042969
	Iteration 37Q: 3 clusters Score -1770205 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1770203.000000 Penalty: 4769.042969
	Iteration 38Q: 3 clusters Score -1770203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1770206.750000 Penalty: 4769.042969
	Iteration 39Q: 3 clusters Score -1770207 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1770206.250000 Penalty: 4769.042969
	Iteration 40F: 3 clusters Score -1770206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1770204.375000 Penalty: 4769.042969
	Iteration 41Q: 3 clusters Score -1770204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1770211.500000 Penalty: 4769.042969
	Iteration 42Q: 3 clusters Score -1770212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1770210.375000 Penalty: 4769.042969
	Iteration 43Q: 3 clusters Score -1770210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1770218.750000 Penalty: 4769.042969
	Iteration 44Q: 3 clusters Score -1770219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1770225.375000 Penalty: 4769.042969
	Iteration 45Q: 3 clusters Score -1770225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1770222.250000 Penalty: 4769.042969
	Iteration 46Q: 3 clusters Score -1770222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1770222.125000 Penalty: 4769.042969
	Iteration 47Q: 3 clusters Score -1770222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1770222.625000 Penalty: 4769.042969
	Iteration 48Q: 3 clusters Score -1770223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1770224.125000 Penalty: 4769.042969
	Iteration 49Q: 3 clusters Score -1770224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1770224.000000 Penalty: 4769.042969
	Iteration 50Q: 3 clusters Score -1770224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1770227.000000 Penalty: 4769.042969
	Iteration 51Q: 3 clusters Score -1770227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1770227.625000 Penalty: 4769.042969
	Iteration 52Q: 3 clusters Score -1770228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1770223.875000 Penalty: 4769.042969
	Iteration 53Q: 3 clusters Score -1770224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1770224.250000 Penalty: 4769.042969
	Iteration 54Q: 3 clusters Score -1770224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1770224.375000 Penalty: 4769.042969
	Iteration 55Q: 3 clusters Score -1770224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1770224.375000 Penalty: 4769.042969
	Iteration 56F: 3 clusters Score -1770224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Entering Unmasked Estep 
Score: -231276.093750 Penalty: 1879.126221
	Iteration 0F: 2 clusters Score -231276.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -228690.562500 Penalty: 3758.252441
	Iteration 0F: 3 clusters Score -228690.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -229106.578125 Penalty: 3758.252441
	Iteration 1F: 3 clusters Score -229106.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -229207.906250 Penalty: 3758.252441
	Iteration 2F: 3 clusters Score -229207.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -229256.562500 Penalty: 3758.252441
	Iteration 3Q: 3 clusters Score -229256.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -229303.500000 Penalty: 3758.252441
	Iteration 4Q: 3 clusters Score -229303.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -229327.687500 Penalty: 3758.252441
	Iteration 5Q: 3 clusters Score -229327.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -229354.515625 Penalty: 3758.252441
	Iteration 6Q: 3 clusters Score -229354.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -229375.578125 Penalty: 3758.252441
	Iteration 7Q: 3 clusters Score -229375.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -229393.375000 Penalty: 3758.252441
	Iteration 8Q: 3 clusters Score -229393.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -229408.875000 Penalty: 3758.252441
	Iteration 9Q: 3 clusters Score -229408.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -229423.656250 Penalty: 3758.252441
	Iteration 10Q: 3 clusters Score -229423.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -229437.250000 Penalty: 3758.252441
	Iteration 11Q: 3 clusters Score -229437.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -229443.937500 Penalty: 3758.252441
	Iteration 12Q: 3 clusters Score -229443.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -229446.687500 Penalty: 3758.252441
	Iteration 13Q: 3 clusters Score -229446.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -229448.890625 Penalty: 3758.252441
	Iteration 14Q: 3 clusters Score -229448.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -229451.000000 Penalty: 3758.252441
	Iteration 15Q: 3 clusters Score -229451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -229453.296875 Penalty: 3758.252441
	Iteration 16Q: 3 clusters Score -229453.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -229457.343750 Penalty: 3758.252441
	Iteration 17Q: 3 clusters Score -229457.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -229459.921875 Penalty: 3758.252441
	Iteration 18Q: 3 clusters Score -229459.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -229462.062500 Penalty: 3758.252441
	Iteration 19Q: 3 clusters Score -229462.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -229462.640625 Penalty: 3758.252441
	Iteration 20F: 3 clusters Score -229462.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Entering Unmasked Estep 
Score: -2981822.250000 Penalty: 2510.261230
	Iteration 0F: 2 clusters Score -2981822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2964752.250000 Penalty: 5020.522461
	Iteration 0F: 3 clusters Score -2964752 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2970815.250000 Penalty: 5020.522461
	Iteration 1F: 3 clusters Score -2970815 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2971422.250000 Penalty: 5020.522461
	Iteration 2F: 3 clusters Score -2971422 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2972002.000000 Penalty: 5020.522461
	Iteration 3F: 3 clusters Score -2972002 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2972548.000000 Penalty: 5020.522461
	Iteration 4Q: 3 clusters Score -2972548 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2973141.250000 Penalty: 5020.522461
	Iteration 5Q: 3 clusters Score -2973141 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2973827.000000 Penalty: 5020.522461
	Iteration 6F: 3 clusters Score -2973827 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2974488.500000 Penalty: 5020.522461
	Iteration 7Q: 3 clusters Score -2974488 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2975169.750000 Penalty: 5020.522461
	Iteration 8Q: 3 clusters Score -2975170 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2975939.250000 Penalty: 5020.522461
	Iteration 9Q: 3 clusters Score -2975939 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2976816.000000 Penalty: 5020.522461
	Iteration 10Q: 3 clusters Score -2976816 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2977678.250000 Penalty: 5020.522461
	Iteration 11Q: 3 clusters Score -2977678 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2978419.500000 Penalty: 5020.522461
	Iteration 12Q: 3 clusters Score -2978420 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2978824.250000 Penalty: 5020.522461
	Iteration 13Q: 3 clusters Score -2978824 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2979030.500000 Penalty: 5020.522461
	Iteration 14Q: 3 clusters Score -2979030 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2979149.500000 Penalty: 5020.522461
	Iteration 15Q: 3 clusters Score -2979150 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2979207.000000 Penalty: 5020.522461
	Iteration 16Q: 3 clusters Score -2979207 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2979236.250000 Penalty: 5020.522461
	Iteration 17Q: 3 clusters Score -2979236 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2979263.250000 Penalty: 5020.522461
	Iteration 18Q: 3 clusters Score -2979263 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2979275.000000 Penalty: 5020.522461
	Iteration 19Q: 3 clusters Score -2979275 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2979292.250000 Penalty: 5020.522461
	Iteration 20F: 3 clusters Score -2979292 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2979295.250000 Penalty: 5020.522461
	Iteration 21Q: 3 clusters Score -2979295 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2979304.750000 Penalty: 5020.522461
	Iteration 22Q: 3 clusters Score -2979305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -2979304.000000 Penalty: 5020.522461
	Iteration 23Q: 3 clusters Score -2979304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -2979306.500000 Penalty: 5020.522461
	Iteration 24Q: 3 clusters Score -2979306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2979306.250000 Penalty: 5020.522461
	Iteration 25Q: 3 clusters Score -2979306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2979314.250000 Penalty: 5020.522461
	Iteration 26Q: 3 clusters Score -2979314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2979318.000000 Penalty: 5020.522461
	Iteration 27Q: 3 clusters Score -2979318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2979321.750000 Penalty: 5020.522461
	Iteration 28Q: 3 clusters Score -2979322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2979321.500000 Penalty: 5020.522461
	Iteration 29Q: 3 clusters Score -2979322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2979324.500000 Penalty: 5020.522461
	Iteration 30Q: 3 clusters Score -2979324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2979323.750000 Penalty: 5020.522461
	Iteration 31Q: 3 clusters Score -2979324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2979328.250000 Penalty: 5020.522461
	Iteration 32Q: 3 clusters Score -2979328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2979334.750000 Penalty: 5020.522461
	Iteration 33Q: 3 clusters Score -2979335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2979338.750000 Penalty: 5020.522461
	Iteration 34Q: 3 clusters Score -2979339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2979336.500000 Penalty: 5020.522461
	Iteration 35Q: 3 clusters Score -2979336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -2979338.000000 Penalty: 5020.522461
	Iteration 36Q: 3 clusters Score -2979338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2979339.000000 Penalty: 5020.522461
	Iteration 37Q: 3 clusters Score -2979339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2979338.000000 Penalty: 5020.522461
	Iteration 38Q: 3 clusters Score -2979338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2979336.750000 Penalty: 5020.522461
	Iteration 39Q: 3 clusters Score -2979337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2979344.000000 Penalty: 5020.522461
	Iteration 40F: 3 clusters Score -2979344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -2979345.500000 Penalty: 5020.522461
	Iteration 41Q: 3 clusters Score -2979346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2979345.750000 Penalty: 5020.522461
	Iteration 42Q: 3 clusters Score -2979346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -2979350.000000 Penalty: 5020.522461
	Iteration 43Q: 3 clusters Score -2979350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2979349.250000 Penalty: 5020.522461
	Iteration 44Q: 3 clusters Score -2979349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2979351.000000 Penalty: 5020.522461
	Iteration 45Q: 3 clusters Score -2979351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -2979354.750000 Penalty: 5020.522461
	Iteration 46Q: 3 clusters Score -2979355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2979351.500000 Penalty: 5020.522461
	Iteration 47Q: 3 clusters Score -2979352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2979352.750000 Penalty: 5020.522461
	Iteration 48Q: 3 clusters Score -2979353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2979346.750000 Penalty: 5020.522461
	Iteration 49Q: 3 clusters Score -2979347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2979347.000000 Penalty: 5020.522461
	Iteration 50Q: 3 clusters Score -2979347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2979351.000000 Penalty: 5020.522461
	Iteration 51Q: 3 clusters Score -2979351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2979345.500000 Penalty: 5020.522461
	Iteration 52Q: 3 clusters Score -2979346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2979347.000000 Penalty: 5020.522461
	Iteration 53Q: 3 clusters Score -2979347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2979352.250000 Penalty: 5020.522461
	Iteration 54Q: 3 clusters Score -2979352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2979351.500000 Penalty: 5020.522461
	Iteration 55Q: 3 clusters Score -2979352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2979352.250000 Penalty: 5020.522461
	Iteration 56Q: 3 clusters Score -2979352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2979356.000000 Penalty: 5020.522461
	Iteration 57Q: 3 clusters Score -2979356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2979357.500000 Penalty: 5020.522461
	Iteration 58Q: 3 clusters Score -2979358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2979359.250000 Penalty: 5020.522461
	Iteration 59Q: 3 clusters Score -2979359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2979360.000000 Penalty: 5020.522461
	Iteration 60F: 3 clusters Score -2979360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2979358.000000 Penalty: 5020.522461
	Iteration 61Q: 3 clusters Score -2979358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2979358.000000 Penalty: 5020.522461
	Iteration 62F: 3 clusters Score -2979358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Entering Unmasked Estep 
Score: -807123.562500 Penalty: 2191.023926
	Iteration 0F: 2 clusters Score -807123.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -801466.562500 Penalty: 4382.047852
	Iteration 0F: 3 clusters Score -801466.6 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -802948.562500 Penalty: 4382.047852
	Iteration 1F: 3 clusters Score -802948.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -803216.375000 Penalty: 4382.047852
	Iteration 2F: 3 clusters Score -803216.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -803418.375000 Penalty: 4382.047852
	Iteration 3F: 3 clusters Score -803418.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -803663.750000 Penalty: 4382.047852
	Iteration 4F: 3 clusters Score -803663.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -804078.625000 Penalty: 4382.047852
	Iteration 5F: 3 clusters Score -804078.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -804602.875000 Penalty: 4382.047852
	Iteration 6F: 3 clusters Score -804602.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -805122.687500 Penalty: 4382.047852
	Iteration 7F: 3 clusters Score -805122.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -805509.625000 Penalty: 4382.047852
	Iteration 8F: 3 clusters Score -805509.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -805741.750000 Penalty: 4382.047852
	Iteration 9Q: 3 clusters Score -805741.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -805874.250000 Penalty: 4382.047852
	Iteration 10Q: 3 clusters Score -805874.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -805968.000000 Penalty: 4382.047852
	Iteration 11Q: 3 clusters Score -805968 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -806047.937500 Penalty: 4382.047852
	Iteration 12Q: 3 clusters Score -806047.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -806095.500000 Penalty: 4382.047852
	Iteration 13Q: 3 clusters Score -806095.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -806113.250000 Penalty: 4382.047852
	Iteration 14Q: 3 clusters Score -806113.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -806125.812500 Penalty: 4382.047852
	Iteration 15Q: 3 clusters Score -806125.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -806132.937500 Penalty: 4382.047852
	Iteration 16Q: 3 clusters Score -806132.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -806145.875000 Penalty: 4382.047852
	Iteration 17Q: 3 clusters Score -806145.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -806157.687500 Penalty: 4382.047852
	Iteration 18Q: 3 clusters Score -806157.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -806165.625000 Penalty: 4382.047852
	Iteration 19Q: 3 clusters Score -806165.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -806171.062500 Penalty: 4382.047852
	Iteration 20F: 3 clusters Score -806171.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -806176.875000 Penalty: 4382.047852
	Iteration 21Q: 3 clusters Score -806176.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -806179.687500 Penalty: 4382.047852
	Iteration 22Q: 3 clusters Score -806179.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -806184.187500 Penalty: 4382.047852
	Iteration 23Q: 3 clusters Score -806184.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -806185.937500 Penalty: 4382.047852
	Iteration 24Q: 3 clusters Score -806185.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -806189.187500 Penalty: 4382.047852
	Iteration 25Q: 3 clusters Score -806189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -806189.250000 Penalty: 4382.047852
	Iteration 26Q: 3 clusters Score -806189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -806190.125000 Penalty: 4382.047852
	Iteration 27Q: 3 clusters Score -806190.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -806191.000000 Penalty: 4382.047852
	Iteration 28Q: 3 clusters Score -806191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -806194.812500 Penalty: 4382.047852
	Iteration 29Q: 3 clusters Score -806194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -806193.750000 Penalty: 4382.047852
	Iteration 30Q: 3 clusters Score -806193.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -806194.187500 Penalty: 4382.047852
	Iteration 31Q: 3 clusters Score -806194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -806197.125000 Penalty: 4382.047852
	Iteration 32Q: 3 clusters Score -806197.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -806196.250000 Penalty: 4382.047852
	Iteration 33Q: 3 clusters Score -806196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -806196.250000 Penalty: 4382.047852
	Iteration 34F: 3 clusters Score -806196.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Entering Unmasked Estep 
Score: -952949.187500 Penalty: 2231.783203
	Iteration 0F: 2 clusters Score -952949.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -946481.687500 Penalty: 4463.566406
	Iteration 0F: 3 clusters Score -946481.7 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -948249.687500 Penalty: 4463.566406
	Iteration 1F: 3 clusters Score -948249.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -948596.875000 Penalty: 4463.566406
	Iteration 2F: 3 clusters Score -948596.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -948954.000000 Penalty: 4463.566406
	Iteration 3F: 3 clusters Score -948954 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -949307.125000 Penalty: 4463.566406
	Iteration 4F: 3 clusters Score -949307.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -949654.250000 Penalty: 4463.566406
	Iteration 5F: 3 clusters Score -949654.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -949942.437500 Penalty: 4463.566406
	Iteration 6F: 3 clusters Score -949942.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -950132.000000 Penalty: 4463.566406
	Iteration 7Q: 3 clusters Score -950132 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -950273.562500 Penalty: 4463.566406
	Iteration 8Q: 3 clusters Score -950273.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -950392.062500 Penalty: 4463.566406
	Iteration 9Q: 3 clusters Score -950392.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -950471.437500 Penalty: 4463.566406
	Iteration 10Q: 3 clusters Score -950471.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -950532.500000 Penalty: 4463.566406
	Iteration 11Q: 3 clusters Score -950532.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -950579.625000 Penalty: 4463.566406
	Iteration 12Q: 3 clusters Score -950579.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -950621.125000 Penalty: 4463.566406
	Iteration 13Q: 3 clusters Score -950621.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -950651.625000 Penalty: 4463.566406
	Iteration 14Q: 3 clusters Score -950651.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -950675.500000 Penalty: 4463.566406
	Iteration 15Q: 3 clusters Score -950675.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -950691.000000 Penalty: 4463.566406
	Iteration 16Q: 3 clusters Score -950691 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -950706.062500 Penalty: 4463.566406
	Iteration 17Q: 3 clusters Score -950706.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -950719.312500 Penalty: 4463.566406
	Iteration 18Q: 3 clusters Score -950719.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -950728.187500 Penalty: 4463.566406
	Iteration 19Q: 3 clusters Score -950728.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -950738.750000 Penalty: 4463.566406
	Iteration 20F: 3 clusters Score -950738.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -950746.437500 Penalty: 4463.566406
	Iteration 21Q: 3 clusters Score -950746.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -950758.375000 Penalty: 4463.566406
	Iteration 22Q: 3 clusters Score -950758.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -950762.312500 Penalty: 4463.566406
	Iteration 23Q: 3 clusters Score -950762.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -950768.000000 Penalty: 4463.566406
	Iteration 24Q: 3 clusters Score -950768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -950774.937500 Penalty: 4463.566406
	Iteration 25Q: 3 clusters Score -950774.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -950782.187500 Penalty: 4463.566406
	Iteration 26Q: 3 clusters Score -950782.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -950792.937500 Penalty: 4463.566406
	Iteration 27Q: 3 clusters Score -950792.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -950798.812500 Penalty: 4463.566406
	Iteration 28Q: 3 clusters Score -950798.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -950809.500000 Penalty: 4463.566406
	Iteration 29Q: 3 clusters Score -950809.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -950819.562500 Penalty: 4463.566406
	Iteration 30Q: 3 clusters Score -950819.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -950826.812500 Penalty: 4463.566406
	Iteration 31Q: 3 clusters Score -950826.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -950831.250000 Penalty: 4463.566406
	Iteration 32Q: 3 clusters Score -950831.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -950841.625000 Penalty: 4463.566406
	Iteration 33Q: 3 clusters Score -950841.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -950848.625000 Penalty: 4463.566406
	Iteration 34Q: 3 clusters Score -950848.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -950853.750000 Penalty: 4463.566406
	Iteration 35Q: 3 clusters Score -950853.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -950854.812500 Penalty: 4463.566406
	Iteration 36Q: 3 clusters Score -950854.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -950860.312500 Penalty: 4463.566406
	Iteration 37Q: 3 clusters Score -950860.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -950863.062500 Penalty: 4463.566406
	Iteration 38Q: 3 clusters Score -950863.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -950869.062500 Penalty: 4463.566406
	Iteration 39Q: 3 clusters Score -950869.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -950875.750000 Penalty: 4463.566406
	Iteration 40F: 3 clusters Score -950875.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -950881.500000 Penalty: 4463.566406
	Iteration 41Q: 3 clusters Score -950881.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -950886.562500 Penalty: 4463.566406
	Iteration 42Q: 3 clusters Score -950886.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -950893.000000 Penalty: 4463.566406
	Iteration 43Q: 3 clusters Score -950893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -950896.375000 Penalty: 4463.566406
	Iteration 44Q: 3 clusters Score -950896.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -950899.875000 Penalty: 4463.566406
	Iteration 45Q: 3 clusters Score -950899.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -950909.250000 Penalty: 4463.566406
	Iteration 46Q: 3 clusters Score -950909.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -950914.062500 Penalty: 4463.566406
	Iteration 47Q: 3 clusters Score -950914.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -950927.062500 Penalty: 4463.566406
	Iteration 48Q: 3 clusters Score -950927.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -950943.375000 Penalty: 4463.566406
	Iteration 49Q: 3 clusters Score -950943.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -950969.875000 Penalty: 4463.566406
	Iteration 50Q: 3 clusters Score -950969.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -951013.312500 Penalty: 4463.566406
	Iteration 51Q: 3 clusters Score -951013.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -951085.437500 Penalty: 4463.566406
	Iteration 52Q: 3 clusters Score -951085.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -951232.250000 Penalty: 4463.566406
	Iteration 53Q: 3 clusters Score -951232.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -951424.437500 Penalty: 4463.566406
	Iteration 54Q: 3 clusters Score -951424.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -951514.312500 Penalty: 4463.566406
	Iteration 55Q: 3 clusters Score -951514.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -951555.562500 Penalty: 4463.566406
	Iteration 56Q: 3 clusters Score -951555.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -951576.500000 Penalty: 4463.566406
	Iteration 57Q: 3 clusters Score -951576.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -951591.812500 Penalty: 4463.566406
	Iteration 58Q: 3 clusters Score -951591.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -951603.625000 Penalty: 4463.566406
	Iteration 59Q: 3 clusters Score -951603.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -951616.375000 Penalty: 4463.566406
	Iteration 60F: 3 clusters Score -951616.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -951626.750000 Penalty: 4463.566406
	Iteration 61Q: 3 clusters Score -951626.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -951634.875000 Penalty: 4463.566406
	Iteration 62Q: 3 clusters Score -951634.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -951636.312500 Penalty: 4463.566406
	Iteration 63Q: 3 clusters Score -951636.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -951641.312500 Penalty: 4463.566406
	Iteration 64Q: 3 clusters Score -951641.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -951645.875000 Penalty: 4463.566406
	Iteration 65Q: 3 clusters Score -951645.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -951646.750000 Penalty: 4463.566406
	Iteration 66Q: 3 clusters Score -951646.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -951649.937500 Penalty: 4463.566406
	Iteration 67Q: 3 clusters Score -951649.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -951652.437500 Penalty: 4463.566406
	Iteration 68Q: 3 clusters Score -951652.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -951654.937500 Penalty: 4463.566406
	Iteration 69Q: 3 clusters Score -951654.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -951654.562500 Penalty: 4463.566406
	Iteration 70Q: 3 clusters Score -951654.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -951660.000000 Penalty: 4463.566406
	Iteration 71Q: 3 clusters Score -951660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -951661.250000 Penalty: 4463.566406
	Iteration 72Q: 3 clusters Score -951661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -951662.687500 Penalty: 4463.566406
	Iteration 73Q: 3 clusters Score -951662.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -951661.687500 Penalty: 4463.566406
	Iteration 74Q: 3 clusters Score -951661.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -951662.562500 Penalty: 4463.566406
	Iteration 75Q: 3 clusters Score -951662.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -951664.750000 Penalty: 4463.566406
	Iteration 76Q: 3 clusters Score -951664.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -951664.500000 Penalty: 4463.566406
	Iteration 77Q: 3 clusters Score -951664.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -951665.000000 Penalty: 4463.566406
	Iteration 78Q: 3 clusters Score -951665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -951666.062500 Penalty: 4463.566406
	Iteration 79Q: 3 clusters Score -951666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -951665.437500 Penalty: 4463.566406
	Iteration 80F: 3 clusters Score -951665.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -951667.312500 Penalty: 4463.566406
	Iteration 81Q: 3 clusters Score -951667.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -951667.000000 Penalty: 4463.566406
	Iteration 82Q: 3 clusters Score -951667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -951667.375000 Penalty: 4463.566406
	Iteration 83Q: 3 clusters Score -951667.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -951667.125000 Penalty: 4463.566406
	Iteration 84Q: 3 clusters Score -951667.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -951666.312500 Penalty: 4463.566406
	Iteration 85Q: 3 clusters Score -951666.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -951667.500000 Penalty: 4463.566406
	Iteration 86Q: 3 clusters Score -951667.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -951667.562500 Penalty: 4463.566406
	Iteration 87Q: 3 clusters Score -951667.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -951668.187500 Penalty: 4463.566406
	Iteration 88Q: 3 clusters Score -951668.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -951668.187500 Penalty: 4463.566406
	Iteration 89F: 3 clusters Score -951668.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (197431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197431 members 
Entering Unmasked Estep 
Score: -23860182.000000 Penalty: 3023.899902
	Iteration 0F: 2 clusters Score -2.386018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98853 members 
Mstep: Class 2 contains 98578 members 
Entering Unmasked Estep 
Score: -23729860.000000 Penalty: 6047.799805
	Iteration 0F: 3 clusters Score -2.372986e+07 nChanged 95013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99130 members 
Mstep: Class 2 contains 98301 members 
Entering Unmasked Estep 
Score: -23786932.000000 Penalty: 6047.799805
	Iteration 1F: 3 clusters Score -2.378693e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99101 members 
Mstep: Class 2 contains 98330 members 
Entering Unmasked Estep 
Score: -23789570.000000 Penalty: 6047.799805
	Iteration 2Q: 3 clusters Score -2.378957e+07 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99027 members 
Mstep: Class 2 contains 98404 members 
Entering Unmasked Estep 
Score: -23793722.000000 Penalty: 6047.799805
	Iteration 3Q: 3 clusters Score -2.379372e+07 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98865 members 
Mstep: Class 2 contains 98566 members 
Entering Unmasked Estep 
Score: -23799128.000000 Penalty: 6047.799805
	Iteration 4F: 3 clusters Score -2.379913e+07 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98959 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
Score: -23805778.000000 Penalty: 6047.799805
	Iteration 5F: 3 clusters Score -2.380578e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99440 members 
Mstep: Class 2 contains 97991 members 
Entering Unmasked Estep 
Score: -23812254.000000 Penalty: 6047.799805
	Iteration 6F: 3 clusters Score -2.381225e+07 nChanged 10930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100208 members 
Mstep: Class 2 contains 97223 members 
Entering Unmasked Estep 
Score: -23817956.000000 Penalty: 6047.799805
	Iteration 7F: 3 clusters Score -2.381796e+07 nChanged 9764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101024 members 
Mstep: Class 2 contains 96407 members 
Entering Unmasked Estep 
Score: -23822774.000000 Penalty: 6047.799805
	Iteration 8Q: 3 clusters Score -2.382277e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101557 members 
Mstep: Class 2 contains 95874 members 
Entering Unmasked Estep 
Score: -23826460.000000 Penalty: 6047.799805
	Iteration 9Q: 3 clusters Score -2.382646e+07 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101763 members 
Mstep: Class 2 contains 95668 members 
Entering Unmasked Estep 
Score: -23829216.000000 Penalty: 6047.799805
	Iteration 10Q: 3 clusters Score -2.382922e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101597 members 
Mstep: Class 2 contains 95834 members 
Entering Unmasked Estep 
Score: -23830776.000000 Penalty: 6047.799805
	Iteration 11Q: 3 clusters Score -2.383078e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101305 members 
Mstep: Class 2 contains 96126 members 
Entering Unmasked Estep 
Score: -23831676.000000 Penalty: 6047.799805
	Iteration 12Q: 3 clusters Score -2.383168e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100853 members 
Mstep: Class 2 contains 96578 members 
Entering Unmasked Estep 
Score: -23832148.000000 Penalty: 6047.799805
	Iteration 13Q: 3 clusters Score -2.383215e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100354 members 
Mstep: Class 2 contains 97077 members 
Entering Unmasked Estep 
Score: -23832582.000000 Penalty: 6047.799805
	Iteration 14Q: 3 clusters Score -2.383258e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99696 members 
Mstep: Class 2 contains 97735 members 
Entering Unmasked Estep 
Score: -23832756.000000 Penalty: 6047.799805
	Iteration 15Q: 3 clusters Score -2.383276e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98911 members 
Mstep: Class 2 contains 98520 members 
Entering Unmasked Estep 
Score: -23832988.000000 Penalty: 6047.799805
	Iteration 16Q: 3 clusters Score -2.383299e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98108 members 
Mstep: Class 2 contains 99323 members 
Entering Unmasked Estep 
Score: -23833300.000000 Penalty: 6047.799805
	Iteration 17Q: 3 clusters Score -2.38333e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97227 members 
Mstep: Class 2 contains 100204 members 
Entering Unmasked Estep 
Score: -23833568.000000 Penalty: 6047.799805
	Iteration 18Q: 3 clusters Score -2.383357e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96347 members 
Mstep: Class 2 contains 101084 members 
Entering Unmasked Estep 
Score: -23833764.000000 Penalty: 6047.799805
	Iteration 19Q: 3 clusters Score -2.383376e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95489 members 
Mstep: Class 2 contains 101942 members 
Entering Unmasked Estep 
Score: -23833872.000000 Penalty: 6047.799805
	Iteration 20F: 3 clusters Score -2.383387e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94517 members 
Mstep: Class 2 contains 102914 members 
Entering Unmasked Estep 
Score: -23834050.000000 Penalty: 6047.799805
	Iteration 21Q: 3 clusters Score -2.383405e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93434 members 
Mstep: Class 2 contains 103997 members 
Entering Unmasked Estep 
Score: -23834266.000000 Penalty: 6047.799805
	Iteration 22Q: 3 clusters Score -2.383427e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92227 members 
Mstep: Class 2 contains 105204 members 
Entering Unmasked Estep 
Score: -23834424.000000 Penalty: 6047.799805
	Iteration 23Q: 3 clusters Score -2.383442e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90970 members 
Mstep: Class 2 contains 106461 members 
Entering Unmasked Estep 
Score: -23834720.000000 Penalty: 6047.799805
	Iteration 24Q: 3 clusters Score -2.383472e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89639 members 
Mstep: Class 2 contains 107792 members 
Entering Unmasked Estep 
Score: -23834864.000000 Penalty: 6047.799805
	Iteration 25Q: 3 clusters Score -2.383486e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88278 members 
Mstep: Class 2 contains 109153 members 
Entering Unmasked Estep 
Score: -23835086.000000 Penalty: 6047.799805
	Iteration 26Q: 3 clusters Score -2.383509e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86849 members 
Mstep: Class 2 contains 110582 members 
Entering Unmasked Estep 
Score: -23835378.000000 Penalty: 6047.799805
	Iteration 27Q: 3 clusters Score -2.383538e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85306 members 
Mstep: Class 2 contains 112125 members 
Entering Unmasked Estep 
Score: -23835652.000000 Penalty: 6047.799805
	Iteration 28Q: 3 clusters Score -2.383565e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83728 members 
Mstep: Class 2 contains 113703 members 
Entering Unmasked Estep 
Score: -23835900.000000 Penalty: 6047.799805
	Iteration 29Q: 3 clusters Score -2.38359e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82012 members 
Mstep: Class 2 contains 115419 members 
Entering Unmasked Estep 
Score: -23836232.000000 Penalty: 6047.799805
	Iteration 30Q: 3 clusters Score -2.383623e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80249 members 
Mstep: Class 2 contains 117182 members 
Entering Unmasked Estep 
Score: -23836440.000000 Penalty: 6047.799805
	Iteration 31Q: 3 clusters Score -2.383644e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78370 members 
Mstep: Class 2 contains 119061 members 
Entering Unmasked Estep 
Score: -23836616.000000 Penalty: 6047.799805
	Iteration 32Q: 3 clusters Score -2.383662e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76378 members 
Mstep: Class 2 contains 121053 members 
Entering Unmasked Estep 
Score: -23837006.000000 Penalty: 6047.799805
	Iteration 33Q: 3 clusters Score -2.383701e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74371 members 
Mstep: Class 2 contains 123060 members 
Entering Unmasked Estep 
Score: -23837520.000000 Penalty: 6047.799805
	Iteration 34Q: 3 clusters Score -2.383752e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72230 members 
Mstep: Class 2 contains 125201 members 
Entering Unmasked Estep 
Score: -23837906.000000 Penalty: 6047.799805
	Iteration 35Q: 3 clusters Score -2.383791e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70048 members 
Mstep: Class 2 contains 127383 members 
Entering Unmasked Estep 
Score: -23838384.000000 Penalty: 6047.799805
	Iteration 36Q: 3 clusters Score -2.383838e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67841 members 
Mstep: Class 2 contains 129590 members 
Entering Unmasked Estep 
Score: -23838850.000000 Penalty: 6047.799805
	Iteration 37Q: 3 clusters Score -2.383885e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65644 members 
Mstep: Class 2 contains 131787 members 
Entering Unmasked Estep 
Score: -23839244.000000 Penalty: 6047.799805
	Iteration 38Q: 3 clusters Score -2.383924e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 134036 members 
Entering Unmasked Estep 
Score: -23839720.000000 Penalty: 6047.799805
	Iteration 39Q: 3 clusters Score -2.383972e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 136244 members 
Entering Unmasked Estep 
Score: -23840164.000000 Penalty: 6047.799805
	Iteration 40F: 3 clusters Score -2.384016e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58921 members 
Mstep: Class 2 contains 138510 members 
Entering Unmasked Estep 
Score: -23840632.000000 Penalty: 6047.799805
	Iteration 41Q: 3 clusters Score -2.384063e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 140896 members 
Entering Unmasked Estep 
Score: -23841206.000000 Penalty: 6047.799805
	Iteration 42Q: 3 clusters Score -2.384121e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 143245 members 
Entering Unmasked Estep 
Score: -23841730.000000 Penalty: 6047.799805
	Iteration 43Q: 3 clusters Score -2.384173e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 145622 members 
Entering Unmasked Estep 
Score: -23842212.000000 Penalty: 6047.799805
	Iteration 44Q: 3 clusters Score -2.384221e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 148011 members 
Entering Unmasked Estep 
Score: -23842962.000000 Penalty: 6047.799805
	Iteration 45Q: 3 clusters Score -2.384296e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 150352 members 
Entering Unmasked Estep 
Score: -23843610.000000 Penalty: 6047.799805
	Iteration 46Q: 3 clusters Score -2.384361e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 152669 members 
Entering Unmasked Estep 
Score: -23844232.000000 Penalty: 6047.799805
	Iteration 47Q: 3 clusters Score -2.384423e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 154958 members 
Entering Unmasked Estep 
Score: -23844948.000000 Penalty: 6047.799805
	Iteration 48Q: 3 clusters Score -2.384495e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 157229 members 
Entering Unmasked Estep 
Score: -23845454.000000 Penalty: 6047.799805
	Iteration 49Q: 3 clusters Score -2.384545e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 159490 members 
Entering Unmasked Estep 
Score: -23846120.000000 Penalty: 6047.799805
	Iteration 50Q: 3 clusters Score -2.384612e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 161684 members 
Entering Unmasked Estep 
Score: -23846810.000000 Penalty: 6047.799805
	Iteration 51Q: 3 clusters Score -2.384681e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 163848 members 
Entering Unmasked Estep 
Score: -23847486.000000 Penalty: 6047.799805
	Iteration 52Q: 3 clusters Score -2.384749e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 166021 members 
Entering Unmasked Estep 
Score: -23848208.000000 Penalty: 6047.799805
	Iteration 53Q: 3 clusters Score -2.384821e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 168099 members 
Entering Unmasked Estep 
Score: -23848956.000000 Penalty: 6047.799805
	Iteration 54Q: 3 clusters Score -2.384896e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 170124 members 
Entering Unmasked Estep 
Score: -23849778.000000 Penalty: 6047.799805
	Iteration 55Q: 3 clusters Score -2.384978e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 171975 members 
Entering Unmasked Estep 
Score: -23850428.000000 Penalty: 6047.799805
	Iteration 56Q: 3 clusters Score -2.385043e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 173776 members 
Entering Unmasked Estep 
Score: -23851056.000000 Penalty: 6047.799805
	Iteration 57Q: 3 clusters Score -2.385106e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 175427 members 
Entering Unmasked Estep 
Score: -23851836.000000 Penalty: 6047.799805
	Iteration 58Q: 3 clusters Score -2.385184e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 176991 members 
Entering Unmasked Estep 
Score: -23852414.000000 Penalty: 6047.799805
	Iteration 59Q: 3 clusters Score -2.385241e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 178444 members 
Entering Unmasked Estep 
Score: -23852908.000000 Penalty: 6047.799805
	Iteration 60F: 3 clusters Score -2.385291e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 179797 members 
Entering Unmasked Estep 
Score: -23853456.000000 Penalty: 6047.799805
	Iteration 61Q: 3 clusters Score -2.385346e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 181088 members 
Entering Unmasked Estep 
Score: -23853906.000000 Penalty: 6047.799805
	Iteration 62Q: 3 clusters Score -2.385391e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 182234 members 
Entering Unmasked Estep 
Score: -23854242.000000 Penalty: 6047.799805
	Iteration 63Q: 3 clusters Score -2.385424e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 183336 members 
Entering Unmasked Estep 
Score: -23854480.000000 Penalty: 6047.799805
	Iteration 64Q: 3 clusters Score -2.385448e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 184320 members 
Entering Unmasked Estep 
Score: -23854842.000000 Penalty: 6047.799805
	Iteration 65Q: 3 clusters Score -2.385484e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 185257 members 
Entering Unmasked Estep 
Score: -23855230.000000 Penalty: 6047.799805
	Iteration 66Q: 3 clusters Score -2.385523e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 186073 members 
Entering Unmasked Estep 
Score: -23855410.000000 Penalty: 6047.799805
	Iteration 67Q: 3 clusters Score -2.385541e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 186815 members 
Entering Unmasked Estep 
Score: -23855588.000000 Penalty: 6047.799805
	Iteration 68Q: 3 clusters Score -2.385559e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 187541 members 
Entering Unmasked Estep 
Score: -23855718.000000 Penalty: 6047.799805
	Iteration 69Q: 3 clusters Score -2.385572e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 188227 members 
Entering Unmasked Estep 
Score: -23855858.000000 Penalty: 6047.799805
	Iteration 70Q: 3 clusters Score -2.385586e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 188876 members 
Entering Unmasked Estep 
Score: -23856068.000000 Penalty: 6047.799805
	Iteration 71Q: 3 clusters Score -2.385607e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 189460 members 
Entering Unmasked Estep 
Score: -23856212.000000 Penalty: 6047.799805
	Iteration 72Q: 3 clusters Score -2.385621e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 190058 members 
Entering Unmasked Estep 
Score: -23856434.000000 Penalty: 6047.799805
	Iteration 73Q: 3 clusters Score -2.385643e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 190606 members 
Entering Unmasked Estep 
Score: -23856534.000000 Penalty: 6047.799805
	Iteration 74Q: 3 clusters Score -2.385653e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 191111 members 
Entering Unmasked Estep 
Score: -23856690.000000 Penalty: 6047.799805
	Iteration 75Q: 3 clusters Score -2.385669e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 191542 members 
Entering Unmasked Estep 
Score: -23856866.000000 Penalty: 6047.799805
	Iteration 76Q: 3 clusters Score -2.385687e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 191956 members 
Entering Unmasked Estep 
Score: -23856920.000000 Penalty: 6047.799805
	Iteration 77Q: 3 clusters Score -2.385692e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 192307 members 
Entering Unmasked Estep 
Score: -23856934.000000 Penalty: 6047.799805
	Iteration 78Q: 3 clusters Score -2.385693e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 192621 members 
Entering Unmasked Estep 
Score: -23857018.000000 Penalty: 6047.799805
	Iteration 79Q: 3 clusters Score -2.385702e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 192903 members 
Entering Unmasked Estep 
Score: -23857108.000000 Penalty: 6047.799805
	Iteration 80F: 3 clusters Score -2.385711e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 193168 members 
Entering Unmasked Estep 
Score: -23857170.000000 Penalty: 6047.799805
	Iteration 81Q: 3 clusters Score -2.385717e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 193409 members 
Entering Unmasked Estep 
Score: -23857262.000000 Penalty: 6047.799805
	Iteration 82Q: 3 clusters Score -2.385726e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 193640 members 
Entering Unmasked Estep 
Score: -23857326.000000 Penalty: 6047.799805
	Iteration 83Q: 3 clusters Score -2.385733e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 193848 members 
Entering Unmasked Estep 
Score: -23857336.000000 Penalty: 6047.799805
	Iteration 84Q: 3 clusters Score -2.385734e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 194020 members 
Entering Unmasked Estep 
Score: -23857458.000000 Penalty: 6047.799805
	Iteration 85Q: 3 clusters Score -2.385746e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 194178 members 
Entering Unmasked Estep 
Score: -23857502.000000 Penalty: 6047.799805
	Iteration 86Q: 3 clusters Score -2.38575e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 194325 members 
Entering Unmasked Estep 
Score: -23857552.000000 Penalty: 6047.799805
	Iteration 87Q: 3 clusters Score -2.385755e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 194471 members 
Entering Unmasked Estep 
Score: -23857536.000000 Penalty: 6047.799805
	Iteration 88Q: 3 clusters Score -2.385754e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 194586 members 
Entering Unmasked Estep 
Score: -23857602.000000 Penalty: 6047.799805
	Iteration 89Q: 3 clusters Score -2.38576e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 194671 members 
Entering Unmasked Estep 
Score: -23857676.000000 Penalty: 6047.799805
	Iteration 90Q: 3 clusters Score -2.385768e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 194757 members 
Entering Unmasked Estep 
Score: -23857698.000000 Penalty: 6047.799805
	Iteration 91Q: 3 clusters Score -2.38577e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 194827 members 
Entering Unmasked Estep 
Score: -23857676.000000 Penalty: 6047.799805
	Iteration 92Q: 3 clusters Score -2.385768e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 194901 members 
Entering Unmasked Estep 
Score: -23857672.000000 Penalty: 6047.799805
	Iteration 93Q: 3 clusters Score -2.385767e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 194965 members 
Entering Unmasked Estep 
Score: -23857742.000000 Penalty: 6047.799805
	Iteration 94Q: 3 clusters Score -2.385774e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 195010 members 
Entering Unmasked Estep 
Score: -23857778.000000 Penalty: 6047.799805
	Iteration 95Q: 3 clusters Score -2.385778e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 195048 members 
Entering Unmasked Estep 
Score: -23857766.000000 Penalty: 6047.799805
	Iteration 96Q: 3 clusters Score -2.385777e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 195090 members 
Entering Unmasked Estep 
Score: -23857792.000000 Penalty: 6047.799805
	Iteration 97Q: 3 clusters Score -2.385779e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 195139 members 
Entering Unmasked Estep 
Score: -23857772.000000 Penalty: 6047.799805
	Iteration 98Q: 3 clusters Score -2.385777e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 195175 members 
Entering Unmasked Estep 
Score: -23857780.000000 Penalty: 6047.799805
	Iteration 99Q: 3 clusters Score -2.385778e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 195202 members 
Entering Unmasked Estep 
Score: -23857766.000000 Penalty: 6047.799805
	Iteration 100F: 3 clusters Score -2.385777e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 195225 members 
Entering Unmasked Estep 
Score: -23857776.000000 Penalty: 6047.799805
	Iteration 101Q: 3 clusters Score -2.385778e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 195247 members 
Entering Unmasked Estep 
Score: -23857764.000000 Penalty: 6047.799805
	Iteration 102Q: 3 clusters Score -2.385776e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 195272 members 
Entering Unmasked Estep 
Score: -23857778.000000 Penalty: 6047.799805
	Iteration 103Q: 3 clusters Score -2.385778e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 195291 members 
Entering Unmasked Estep 
Score: -23857824.000000 Penalty: 6047.799805
	Iteration 104Q: 3 clusters Score -2.385782e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 195309 members 
Entering Unmasked Estep 
Score: -23857814.000000 Penalty: 6047.799805
	Iteration 105Q: 3 clusters Score -2.385781e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 195327 members 
Entering Unmasked Estep 
Score: -23857810.000000 Penalty: 6047.799805
	Iteration 106Q: 3 clusters Score -2.385781e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 195343 members 
Entering Unmasked Estep 
Score: -23857830.000000 Penalty: 6047.799805
	Iteration 107Q: 3 clusters Score -2.385783e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 195359 members 
Entering Unmasked Estep 
Score: -23857826.000000 Penalty: 6047.799805
	Iteration 108Q: 3 clusters Score -2.385783e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 195378 members 
Entering Unmasked Estep 
Score: -23857838.000000 Penalty: 6047.799805
	Iteration 109Q: 3 clusters Score -2.385784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 195395 members 
Entering Unmasked Estep 
Score: -23857850.000000 Penalty: 6047.799805
	Iteration 110Q: 3 clusters Score -2.385785e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 195408 members 
Entering Unmasked Estep 
Score: -23857838.000000 Penalty: 6047.799805
	Iteration 111Q: 3 clusters Score -2.385784e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 195424 members 
Entering Unmasked Estep 
Score: -23857836.000000 Penalty: 6047.799805
	Iteration 112Q: 3 clusters Score -2.385784e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 195438 members 
Entering Unmasked Estep 
Score: -23857870.000000 Penalty: 6047.799805
	Iteration 113Q: 3 clusters Score -2.385787e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 195453 members 
Entering Unmasked Estep 
Score: -23857860.000000 Penalty: 6047.799805
	Iteration 114Q: 3 clusters Score -2.385786e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 195471 members 
Entering Unmasked Estep 
Score: -23857848.000000 Penalty: 6047.799805
	Iteration 115Q: 3 clusters Score -2.385785e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 195483 members 
Entering Unmasked Estep 
Score: -23857856.000000 Penalty: 6047.799805
	Iteration 116Q: 3 clusters Score -2.385786e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 195497 members 
Entering Unmasked Estep 
Score: -23857868.000000 Penalty: 6047.799805
	Iteration 117Q: 3 clusters Score -2.385787e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 195514 members 
Entering Unmasked Estep 
Score: -23857876.000000 Penalty: 6047.799805
	Iteration 118Q: 3 clusters Score -2.385788e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 195529 members 
Entering Unmasked Estep 
Score: -23857866.000000 Penalty: 6047.799805
	Iteration 119Q: 3 clusters Score -2.385787e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 195541 members 
Entering Unmasked Estep 
Score: -23857904.000000 Penalty: 6047.799805
	Iteration 120F: 3 clusters Score -2.38579e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 195558 members 
Entering Unmasked Estep 
Score: -23857896.000000 Penalty: 6047.799805
	Iteration 121Q: 3 clusters Score -2.38579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 195568 members 
Entering Unmasked Estep 
Score: -23857910.000000 Penalty: 6047.799805
	Iteration 122Q: 3 clusters Score -2.385791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 195573 members 
Entering Unmasked Estep 
Score: -23857912.000000 Penalty: 6047.799805
	Iteration 123Q: 3 clusters Score -2.385791e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 195583 members 
Entering Unmasked Estep 
Score: -23857918.000000 Penalty: 6047.799805
	Iteration 124Q: 3 clusters Score -2.385792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 195593 members 
Entering Unmasked Estep 
Score: -23857904.000000 Penalty: 6047.799805
	Iteration 125Q: 3 clusters Score -2.38579e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 195602 members 
Entering Unmasked Estep 
Score: -23857898.000000 Penalty: 6047.799805
	Iteration 126Q: 3 clusters Score -2.38579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 195604 members 
Entering Unmasked Estep 
Score: -23857886.000000 Penalty: 6047.799805
	Iteration 127Q: 3 clusters Score -2.385789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 195612 members 
Entering Unmasked Estep 
Score: -23857914.000000 Penalty: 6047.799805
	Iteration 128Q: 3 clusters Score -2.385791e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 195619 members 
Entering Unmasked Estep 
Score: -23857922.000000 Penalty: 6047.799805
	Iteration 129Q: 3 clusters Score -2.385792e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 195628 members 
Entering Unmasked Estep 
Score: -23857936.000000 Penalty: 6047.799805
	Iteration 130Q: 3 clusters Score -2.385794e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 195640 members 
Entering Unmasked Estep 
Score: -23857936.000000 Penalty: 6047.799805
	Iteration 131Q: 3 clusters Score -2.385794e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 195653 members 
Entering Unmasked Estep 
Score: -23857914.000000 Penalty: 6047.799805
	Iteration 132Q: 3 clusters Score -2.385791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 195657 members 
Entering Unmasked Estep 
Score: -23857914.000000 Penalty: 6047.799805
	Iteration 133Q: 3 clusters Score -2.385791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 195658 members 
Entering Unmasked Estep 
Score: -23857922.000000 Penalty: 6047.799805
	Iteration 134Q: 3 clusters Score -2.385792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 195657 members 
Entering Unmasked Estep 
Score: -23857918.000000 Penalty: 6047.799805
	Iteration 135Q: 3 clusters Score -2.385792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 195658 members 
Entering Unmasked Estep 
Score: -23857926.000000 Penalty: 6047.799805
	Iteration 136Q: 3 clusters Score -2.385793e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 195658 members 
Entering Unmasked Estep 
Score: -23857926.000000 Penalty: 6047.799805
	Iteration 137F: 3 clusters Score -2.385793e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Entering Unmasked Estep 
Score: -5845696.000000 Penalty: 2674.911133
	Iteration 0F: 2 clusters Score -5845696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -5812948.000000 Penalty: 5349.822266
	Iteration 0F: 3 clusters Score -5812948 nChanged 22435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -5825234.500000 Penalty: 5349.822266
	Iteration 1F: 3 clusters Score -5825234 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -5825767.500000 Penalty: 5349.822266
	Iteration 2Q: 3 clusters Score -5825768 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -5826165.500000 Penalty: 5349.822266
	Iteration 3Q: 3 clusters Score -5826166 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -5826555.000000 Penalty: 5349.822266
	Iteration 4Q: 3 clusters Score -5826555 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -5827006.500000 Penalty: 5349.822266
	Iteration 5Q: 3 clusters Score -5827006 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -5827477.500000 Penalty: 5349.822266
	Iteration 6Q: 3 clusters Score -5827478 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -5828247.500000 Penalty: 5349.822266
	Iteration 7Q: 3 clusters Score -5828248 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -5829555.500000 Penalty: 5349.822266
	Iteration 8Q: 3 clusters Score -5829556 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -5831350.000000 Penalty: 5349.822266
	Iteration 9F: 3 clusters Score -5831350 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -5833730.000000 Penalty: 5349.822266
	Iteration 10F: 3 clusters Score -5833730 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -5836448.000000 Penalty: 5349.822266
	Iteration 11F: 3 clusters Score -5836448 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -5838921.500000 Penalty: 5349.822266
	Iteration 12F: 3 clusters Score -5838922 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -5840788.000000 Penalty: 5349.822266
	Iteration 13Q: 3 clusters Score -5840788 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -5841947.000000 Penalty: 5349.822266
	Iteration 14Q: 3 clusters Score -5841947 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5842594.000000 Penalty: 5349.822266
	Iteration 15Q: 3 clusters Score -5842594 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5842953.000000 Penalty: 5349.822266
	Iteration 16Q: 3 clusters Score -5842953 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5843149.500000 Penalty: 5349.822266
	Iteration 17Q: 3 clusters Score -5843150 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5843236.500000 Penalty: 5349.822266
	Iteration 18Q: 3 clusters Score -5843236 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5843286.500000 Penalty: 5349.822266
	Iteration 19Q: 3 clusters Score -5843286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5843325.500000 Penalty: 5349.822266
	Iteration 20F: 3 clusters Score -5843326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5843350.000000 Penalty: 5349.822266
	Iteration 21Q: 3 clusters Score -5843350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5843375.500000 Penalty: 5349.822266
	Iteration 22Q: 3 clusters Score -5843376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5843385.000000 Penalty: 5349.822266
	Iteration 23Q: 3 clusters Score -5843385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5843407.000000 Penalty: 5349.822266
	Iteration 24Q: 3 clusters Score -5843407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5843411.000000 Penalty: 5349.822266
	Iteration 25Q: 3 clusters Score -5843411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5843423.500000 Penalty: 5349.822266
	Iteration 26Q: 3 clusters Score -5843424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5843428.000000 Penalty: 5349.822266
	Iteration 27Q: 3 clusters Score -5843428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5843439.000000 Penalty: 5349.822266
	Iteration 28Q: 3 clusters Score -5843439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5843447.500000 Penalty: 5349.822266
	Iteration 29Q: 3 clusters Score -5843448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5843455.000000 Penalty: 5349.822266
	Iteration 30Q: 3 clusters Score -5843455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5843453.500000 Penalty: 5349.822266
	Iteration 31Q: 3 clusters Score -5843454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5843453.000000 Penalty: 5349.822266
	Iteration 32Q: 3 clusters Score -5843453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5843453.000000 Penalty: 5349.822266
	Iteration 33F: 3 clusters Score -5843453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (256158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256158 members 
Entering Unmasked Estep 
Score: -31470040.000000 Penalty: 3088.480225
	Iteration 0F: 2 clusters Score -3.147004e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127850 members 
Mstep: Class 2 contains 128308 members 
Entering Unmasked Estep 
Score: -31302742.000000 Penalty: 6176.960449
	Iteration 0F: 3 clusters Score -3.130274e+07 nChanged 123787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124163 members 
Mstep: Class 2 contains 131995 members 
Entering Unmasked Estep 
Score: -31376042.000000 Penalty: 6176.960449
	Iteration 1F: 3 clusters Score -3.137604e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121887 members 
Mstep: Class 2 contains 134271 members 
Entering Unmasked Estep 
Score: -31377234.000000 Penalty: 6176.960449
	Iteration 2Q: 3 clusters Score -3.137723e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118279 members 
Mstep: Class 2 contains 137879 members 
Entering Unmasked Estep 
Score: -31378898.000000 Penalty: 6176.960449
	Iteration 3Q: 3 clusters Score -3.13789e+07 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112703 members 
Mstep: Class 2 contains 143455 members 
Entering Unmasked Estep 
Score: -31381190.000000 Penalty: 6176.960449
	Iteration 4Q: 3 clusters Score -3.138119e+07 nChanged 10084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104159 members 
Mstep: Class 2 contains 151999 members 
Entering Unmasked Estep 
Score: -31384736.000000 Penalty: 6176.960449
	Iteration 5Q: 3 clusters Score -3.138474e+07 nChanged 13353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91506 members 
Mstep: Class 2 contains 164652 members 
Entering Unmasked Estep 
Score: -31391510.000000 Penalty: 6176.960449
	Iteration 6F: 3 clusters Score -3.139151e+07 nChanged 17686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74024 members 
Mstep: Class 2 contains 182134 members 
Entering Unmasked Estep 
Score: -31403654.000000 Penalty: 6176.960449
	Iteration 7F: 3 clusters Score -3.140365e+07 nChanged 21463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52597 members 
Mstep: Class 2 contains 203561 members 
Entering Unmasked Estep 
Score: -31420868.000000 Penalty: 6176.960449
	Iteration 8F: 3 clusters Score -3.142087e+07 nChanged 21542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 225101 members 
Entering Unmasked Estep 
Score: -31439958.000000 Penalty: 6176.960449
	Iteration 9F: 3 clusters Score -3.143996e+07 nChanged 16318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 241417 members 
Entering Unmasked Estep 
Score: -31454894.000000 Penalty: 6176.960449
	Iteration 10F: 3 clusters Score -3.145489e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 250226 members 
Entering Unmasked Estep 
Score: -31462504.000000 Penalty: 6176.960449
	Iteration 11Q: 3 clusters Score -3.14625e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 253787 members 
Entering Unmasked Estep 
Score: -31465484.000000 Penalty: 6176.960449
	Iteration 12Q: 3 clusters Score -3.146548e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 254971 members 
Entering Unmasked Estep 
Score: -31466546.000000 Penalty: 6176.960449
	Iteration 13Q: 3 clusters Score -3.146655e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 255349 members 
Entering Unmasked Estep 
Score: -31466946.000000 Penalty: 6176.960449
	Iteration 14Q: 3 clusters Score -3.146695e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 255475 members 
Entering Unmasked Estep 
Score: -31467112.000000 Penalty: 6176.960449
	Iteration 15Q: 3 clusters Score -3.146711e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 255538 members 
Entering Unmasked Estep 
Score: -31467232.000000 Penalty: 6176.960449
	Iteration 16Q: 3 clusters Score -3.146723e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 255562 members 
Entering Unmasked Estep 
Score: -31467276.000000 Penalty: 6176.960449
	Iteration 17Q: 3 clusters Score -3.146728e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 255574 members 
Entering Unmasked Estep 
Score: -31467336.000000 Penalty: 6176.960449
	Iteration 18Q: 3 clusters Score -3.146734e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 255597 members 
Entering Unmasked Estep 
Score: -31467312.000000 Penalty: 6176.960449
	Iteration 19Q: 3 clusters Score -3.146731e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 255602 members 
Entering Unmasked Estep 
Score: -31467352.000000 Penalty: 6176.960449
	Iteration 20F: 3 clusters Score -3.146735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 255602 members 
Entering Unmasked Estep 
Score: -31467342.000000 Penalty: 6176.960449
	Iteration 21Q: 3 clusters Score -3.146734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 255604 members 
Entering Unmasked Estep 
Score: -31467366.000000 Penalty: 6176.960449
	Iteration 22Q: 3 clusters Score -3.146737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 255601 members 
Entering Unmasked Estep 
Score: -31467362.000000 Penalty: 6176.960449
	Iteration 23Q: 3 clusters Score -3.146736e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 255602 members 
Entering Unmasked Estep 
Score: -31467370.000000 Penalty: 6176.960449
	Iteration 24Q: 3 clusters Score -3.146737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 255603 members 
Entering Unmasked Estep 
Score: -31467380.000000 Penalty: 6176.960449
	Iteration 25Q: 3 clusters Score -3.146738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 255607 members 
Entering Unmasked Estep 
Score: -31467396.000000 Penalty: 6176.960449
	Iteration 26Q: 3 clusters Score -3.14674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 255611 members 
Entering Unmasked Estep 
Score: -31467396.000000 Penalty: 6176.960449
	Iteration 27Q: 3 clusters Score -3.14674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 255614 members 
Entering Unmasked Estep 
Score: -31467404.000000 Penalty: 6176.960449
	Iteration 28Q: 3 clusters Score -3.14674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 255615 members 
Entering Unmasked Estep 
Score: -31467398.000000 Penalty: 6176.960449
	Iteration 29Q: 3 clusters Score -3.14674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 255616 members 
Entering Unmasked Estep 
Score: -31467398.000000 Penalty: 6176.960449
	Iteration 30Q: 3 clusters Score -3.14674e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 255617 members 
Entering Unmasked Estep 
Score: -31467402.000000 Penalty: 6176.960449
	Iteration 31Q: 3 clusters Score -3.14674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 255615 members 
Entering Unmasked Estep 
Score: -31467406.000000 Penalty: 6176.960449
	Iteration 32Q: 3 clusters Score -3.146741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 255614 members 
Entering Unmasked Estep 
Score: -31467416.000000 Penalty: 6176.960449
	Iteration 33Q: 3 clusters Score -3.146742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 255614 members 
Entering Unmasked Estep 
Score: -31467420.000000 Penalty: 6176.960449
	Iteration 34Q: 3 clusters Score -3.146742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 255611 members 
Entering Unmasked Estep 
Score: -31467408.000000 Penalty: 6176.960449
	Iteration 35Q: 3 clusters Score -3.146741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 255609 members 
Entering Unmasked Estep 
Score: -31467396.000000 Penalty: 6176.960449
	Iteration 36Q: 3 clusters Score -3.14674e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 255609 members 
Entering Unmasked Estep 
Score: -31467422.000000 Penalty: 6176.960449
	Iteration 37Q: 3 clusters Score -3.146742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 255610 members 
Entering Unmasked Estep 
Score: -31467418.000000 Penalty: 6176.960449
	Iteration 38Q: 3 clusters Score -3.146742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 255609 members 
Entering Unmasked Estep 
Score: -31467428.000000 Penalty: 6176.960449
	Iteration 39Q: 3 clusters Score -3.146743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 255607 members 
Entering Unmasked Estep 
Score: -31467402.000000 Penalty: 6176.960449
	Iteration 40F: 3 clusters Score -3.14674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -191307.640625 Penalty: 1832.765015
	Iteration 0F: 2 clusters Score -191307.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -189044.453125 Penalty: 3665.530029
	Iteration 0F: 3 clusters Score -189044.5 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -189889.000000 Penalty: 3665.530029
	Iteration 1F: 3 clusters Score -189889 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -190426.906250 Penalty: 3665.530029
	Iteration 2F: 3 clusters Score -190426.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -190704.203125 Penalty: 3665.530029
	Iteration 3F: 3 clusters Score -190704.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -190893.328125 Penalty: 3665.530029
	Iteration 4F: 3 clusters Score -190893.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -191003.890625 Penalty: 3665.530029
	Iteration 5Q: 3 clusters Score -191003.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -191071.718750 Penalty: 3665.530029
	Iteration 6Q: 3 clusters Score -191071.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -191109.593750 Penalty: 3665.530029
	Iteration 7Q: 3 clusters Score -191109.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -191139.843750 Penalty: 3665.530029
	Iteration 8Q: 3 clusters Score -191139.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -191171.703125 Penalty: 3665.530029
	Iteration 9Q: 3 clusters Score -191171.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -191189.218750 Penalty: 3665.530029
	Iteration 10Q: 3 clusters Score -191189.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -191202.296875 Penalty: 3665.530029
	Iteration 11Q: 3 clusters Score -191202.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -191216.546875 Penalty: 3665.530029
	Iteration 12Q: 3 clusters Score -191216.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -191234.953125 Penalty: 3665.530029
	Iteration 13Q: 3 clusters Score -191235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -191261.953125 Penalty: 3665.530029
	Iteration 14Q: 3 clusters Score -191262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -191284.093750 Penalty: 3665.530029
	Iteration 15Q: 3 clusters Score -191284.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -191309.046875 Penalty: 3665.530029
	Iteration 16Q: 3 clusters Score -191309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -191319.062500 Penalty: 3665.530029
	Iteration 17Q: 3 clusters Score -191319.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -191330.062500 Penalty: 3665.530029
	Iteration 18Q: 3 clusters Score -191330.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -191333.531250 Penalty: 3665.530029
	Iteration 19Q: 3 clusters Score -191333.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -191334.687500 Penalty: 3665.530029
	Iteration 20F: 3 clusters Score -191334.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24885 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197431 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256158 members 
Mstep: Class 9 contains 1000 members 
Mstep: Class 10 contains 23942 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17258 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59694 members 
Mstep: Class 17 contains 182059 members 
Mstep: Class 18 contains 49113 members 
Mstep: Class 19 contains 224198 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30714 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 33907 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5257 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 620 members 
Entering Unmasked Estep 
Score: -148073536.000000 Penalty: 121824.687500
Splitting cluster 9 changes total score from -148074608.000000 to -148073536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (23942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Entering Unmasked Estep 
Score: -2849268.000000 Penalty: 2500.680664
	Iteration 0F: 2 clusters Score -2849268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2832610.500000 Penalty: 5001.361328
	Iteration 0F: 3 clusters Score -2832610 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2838360.250000 Penalty: 5001.361328
	Iteration 1F: 3 clusters Score -2838360 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -2838968.500000 Penalty: 5001.361328
	Iteration 2F: 3 clusters Score -2838968 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2839740.750000 Penalty: 5001.361328
	Iteration 3F: 3 clusters Score -2839741 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2840641.500000 Penalty: 5001.361328
	Iteration 4F: 3 clusters Score -2840642 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2841749.750000 Penalty: 5001.361328
	Iteration 5F: 3 clusters Score -2841750 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2842852.500000 Penalty: 5001.361328
	Iteration 6F: 3 clusters Score -2842852 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2843858.500000 Penalty: 5001.361328
	Iteration 7F: 3 clusters Score -2843858 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2844671.000000 Penalty: 5001.361328
	Iteration 8F: 3 clusters Score -2844671 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2845306.750000 Penalty: 5001.361328
	Iteration 9Q: 3 clusters Score -2845307 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -2845694.250000 Penalty: 5001.361328
	Iteration 10Q: 3 clusters Score -2845694 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2846032.500000 Penalty: 5001.361328
	Iteration 11Q: 3 clusters Score -2846032 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2846332.500000 Penalty: 5001.361328
	Iteration 12Q: 3 clusters Score -2846332 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2846620.500000 Penalty: 5001.361328
	Iteration 13Q: 3 clusters Score -2846620 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -2846894.500000 Penalty: 5001.361328
	Iteration 14Q: 3 clusters Score -2846894 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2847158.000000 Penalty: 5001.361328
	Iteration 15Q: 3 clusters Score -2847158 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2847502.000000 Penalty: 5001.361328
	Iteration 16Q: 3 clusters Score -2847502 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2847849.000000 Penalty: 5001.361328
	Iteration 17Q: 3 clusters Score -2847849 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -2848093.250000 Penalty: 5001.361328
	Iteration 18Q: 3 clusters Score -2848093 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2848269.500000 Penalty: 5001.361328
	Iteration 19Q: 3 clusters Score -2848270 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2848389.500000 Penalty: 5001.361328
	Iteration 20F: 3 clusters Score -2848390 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -2848487.750000 Penalty: 5001.361328
	Iteration 21Q: 3 clusters Score -2848488 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -2848551.000000 Penalty: 5001.361328
	Iteration 22Q: 3 clusters Score -2848551 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -2848590.500000 Penalty: 5001.361328
	Iteration 23Q: 3 clusters Score -2848590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -2848609.000000 Penalty: 5001.361328
	Iteration 24Q: 3 clusters Score -2848609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -2848617.750000 Penalty: 5001.361328
	Iteration 25Q: 3 clusters Score -2848618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -2848628.500000 Penalty: 5001.361328
	Iteration 26Q: 3 clusters Score -2848628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -2848644.750000 Penalty: 5001.361328
	Iteration 27Q: 3 clusters Score -2848645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -2848644.000000 Penalty: 5001.361328
	Iteration 28Q: 3 clusters Score -2848644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2848645.000000 Penalty: 5001.361328
	Iteration 29Q: 3 clusters Score -2848645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -2848645.500000 Penalty: 5001.361328
	Iteration 30Q: 3 clusters Score -2848646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -2848654.000000 Penalty: 5001.361328
	Iteration 31Q: 3 clusters Score -2848654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -2848654.000000 Penalty: 5001.361328
	Iteration 32Q: 3 clusters Score -2848654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -2848654.500000 Penalty: 5001.361328
	Iteration 33Q: 3 clusters Score -2848654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -2848654.500000 Penalty: 5001.361328
	Iteration 34Q: 3 clusters Score -2848654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -2848657.250000 Penalty: 5001.361328
	Iteration 35Q: 3 clusters Score -2848657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -2848658.250000 Penalty: 5001.361328
	Iteration 36Q: 3 clusters Score -2848658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -2848656.750000 Penalty: 5001.361328
	Iteration 37Q: 3 clusters Score -2848657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -2848656.750000 Penalty: 5001.361328
	Iteration 38F: 3 clusters Score -2848657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -107554.367188 Penalty: 1727.105591
	Iteration 0F: 2 clusters Score -107554.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -105608.437500 Penalty: 3454.211182
	Iteration 0F: 3 clusters Score -105608.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -106183.218750 Penalty: 3454.211182
	Iteration 1F: 3 clusters Score -106183.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -106735.820312 Penalty: 3454.211182
	Iteration 2F: 3 clusters Score -106735.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -107024.062500 Penalty: 3454.211182
	Iteration 3F: 3 clusters Score -107024.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -107246.085938 Penalty: 3454.211182
	Iteration 4F: 3 clusters Score -107246.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -107571.289062 Penalty: 3454.211182
	Iteration 5F: 3 clusters Score -107571.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -107892.820312 Penalty: 3454.211182
	Iteration 6F: 3 clusters Score -107892.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -108075.710938 Penalty: 3454.211182
	Iteration 7Q: 3 clusters Score -108075.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -108124.273438 Penalty: 3454.211182
	Iteration 8Q: 3 clusters Score -108124.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -108225.765625 Penalty: 3454.211182
	Iteration 9Q: 3 clusters Score -108225.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -108281.531250 Penalty: 3454.211182
	Iteration 10Q: 3 clusters Score -108281.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -108312.289062 Penalty: 3454.211182
	Iteration 11Q: 3 clusters Score -108312.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -108341.500000 Penalty: 3454.211182
	Iteration 12Q: 3 clusters Score -108341.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -108345.359375 Penalty: 3454.211182
	Iteration 13Q: 3 clusters Score -108345.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -108347.796875 Penalty: 3454.211182
	Iteration 14Q: 3 clusters Score -108347.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -108352.140625 Penalty: 3454.211182
	Iteration 15Q: 3 clusters Score -108352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -108357.656250 Penalty: 3454.211182
	Iteration 16Q: 3 clusters Score -108357.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -108361.359375 Penalty: 3454.211182
	Iteration 17Q: 3 clusters Score -108361.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -108365.914062 Penalty: 3454.211182
	Iteration 18Q: 3 clusters Score -108365.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -108368.398438 Penalty: 3454.211182
	Iteration 19Q: 3 clusters Score -108368.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -108368.398438 Penalty: 3454.211182
	Iteration 20F: 3 clusters Score -108368.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24885 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197431 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256158 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23942 members 
Mstep: Class 11 contains 293 members 
Mstep: Class 12 contains 17258 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59694 members 
Mstep: Class 17 contains 182059 members 
Mstep: Class 18 contains 49113 members 
Mstep: Class 19 contains 224198 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30714 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 33907 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5257 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 765 members 
Entering Unmasked Estep 
Score: -148073776.000000 Penalty: 121824.687500
Splitting cluster 11 changes total score from -148074608.000000 to -148073776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (17258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Entering Unmasked Estep 
Score: -2012291.125000 Penalty: 2419.495605
	Iteration 0F: 2 clusters Score -2012291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2000010.875000 Penalty: 4838.991211
	Iteration 0F: 3 clusters Score -2000011 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2004203.000000 Penalty: 4838.991211
	Iteration 1F: 3 clusters Score -2004203 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2004917.000000 Penalty: 4838.991211
	Iteration 2F: 3 clusters Score -2004917 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2005757.875000 Penalty: 4838.991211
	Iteration 3F: 3 clusters Score -2005758 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2006740.250000 Penalty: 4838.991211
	Iteration 4F: 3 clusters Score -2006740 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2007786.500000 Penalty: 4838.991211
	Iteration 5F: 3 clusters Score -2007786 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2008720.750000 Penalty: 4838.991211
	Iteration 6F: 3 clusters Score -2008721 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2009310.875000 Penalty: 4838.991211
	Iteration 7Q: 3 clusters Score -2009311 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2009673.250000 Penalty: 4838.991211
	Iteration 8Q: 3 clusters Score -2009673 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2009901.500000 Penalty: 4838.991211
	Iteration 9Q: 3 clusters Score -2009902 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2010054.250000 Penalty: 4838.991211
	Iteration 10Q: 3 clusters Score -2010054 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2010163.375000 Penalty: 4838.991211
	Iteration 11Q: 3 clusters Score -2010163 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2010254.625000 Penalty: 4838.991211
	Iteration 12Q: 3 clusters Score -2010255 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2010321.500000 Penalty: 4838.991211
	Iteration 13Q: 3 clusters Score -2010322 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2010377.875000 Penalty: 4838.991211
	Iteration 14Q: 3 clusters Score -2010378 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2010417.000000 Penalty: 4838.991211
	Iteration 15Q: 3 clusters Score -2010417 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2010449.875000 Penalty: 4838.991211
	Iteration 16Q: 3 clusters Score -2010450 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2010484.625000 Penalty: 4838.991211
	Iteration 17Q: 3 clusters Score -2010485 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -2010510.750000 Penalty: 4838.991211
	Iteration 18Q: 3 clusters Score -2010511 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2010532.375000 Penalty: 4838.991211
	Iteration 19Q: 3 clusters Score -2010532 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2010553.875000 Penalty: 4838.991211
	Iteration 20F: 3 clusters Score -2010554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2010573.375000 Penalty: 4838.991211
	Iteration 21Q: 3 clusters Score -2010573 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2010583.375000 Penalty: 4838.991211
	Iteration 22Q: 3 clusters Score -2010583 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2010586.375000 Penalty: 4838.991211
	Iteration 23Q: 3 clusters Score -2010586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2010592.000000 Penalty: 4838.991211
	Iteration 24Q: 3 clusters Score -2010592 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2010604.000000 Penalty: 4838.991211
	Iteration 25Q: 3 clusters Score -2010604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2010605.000000 Penalty: 4838.991211
	Iteration 26Q: 3 clusters Score -2010605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2010604.875000 Penalty: 4838.991211
	Iteration 27Q: 3 clusters Score -2010605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2010612.500000 Penalty: 4838.991211
	Iteration 28Q: 3 clusters Score -2010612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -2010618.250000 Penalty: 4838.991211
	Iteration 29Q: 3 clusters Score -2010618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2010614.625000 Penalty: 4838.991211
	Iteration 30Q: 3 clusters Score -2010615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2010615.125000 Penalty: 4838.991211
	Iteration 31Q: 3 clusters Score -2010615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -2010614.500000 Penalty: 4838.991211
	Iteration 32Q: 3 clusters Score -2010614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2010618.000000 Penalty: 4838.991211
	Iteration 33Q: 3 clusters Score -2010618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2010622.375000 Penalty: 4838.991211
	Iteration 34Q: 3 clusters Score -2010622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2010618.500000 Penalty: 4838.991211
	Iteration 35Q: 3 clusters Score -2010618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2010619.625000 Penalty: 4838.991211
	Iteration 36Q: 3 clusters Score -2010620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2010623.125000 Penalty: 4838.991211
	Iteration 37Q: 3 clusters Score -2010623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -2010619.125000 Penalty: 4838.991211
	Iteration 38Q: 3 clusters Score -2010619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2010620.125000 Penalty: 4838.991211
	Iteration 39Q: 3 clusters Score -2010620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2010622.000000 Penalty: 4838.991211
	Iteration 40F: 3 clusters Score -2010622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2010622.500000 Penalty: 4838.991211
	Iteration 41Q: 3 clusters Score -2010622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2010622.500000 Penalty: 4838.991211
	Iteration 42F: 3 clusters Score -2010622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Entering Unmasked Estep 
Score: -532177.375000 Penalty: 2087.782227
	Iteration 0F: 2 clusters Score -532177.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -528008.125000 Penalty: 4175.564453
	Iteration 0F: 3 clusters Score -528008.1 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -529016.875000 Penalty: 4175.564453
	Iteration 1F: 3 clusters Score -529016.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -529339.187500 Penalty: 4175.564453
	Iteration 2F: 3 clusters Score -529339.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -529657.437500 Penalty: 4175.564453
	Iteration 3F: 3 clusters Score -529657.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -529925.125000 Penalty: 4175.564453
	Iteration 4F: 3 clusters Score -529925.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -530152.000000 Penalty: 4175.564453
	Iteration 5F: 3 clusters Score -530152 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -530333.750000 Penalty: 4175.564453
	Iteration 6Q: 3 clusters Score -530333.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -530453.562500 Penalty: 4175.564453
	Iteration 7Q: 3 clusters Score -530453.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -530523.562500 Penalty: 4175.564453
	Iteration 8Q: 3 clusters Score -530523.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -530570.500000 Penalty: 4175.564453
	Iteration 9Q: 3 clusters Score -530570.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -530613.125000 Penalty: 4175.564453
	Iteration 10Q: 3 clusters Score -530613.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -530652.375000 Penalty: 4175.564453
	Iteration 11Q: 3 clusters Score -530652.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -530688.375000 Penalty: 4175.564453
	Iteration 12Q: 3 clusters Score -530688.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -530719.000000 Penalty: 4175.564453
	Iteration 13Q: 3 clusters Score -530719 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -530740.937500 Penalty: 4175.564453
	Iteration 14Q: 3 clusters Score -530740.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -530762.437500 Penalty: 4175.564453
	Iteration 15Q: 3 clusters Score -530762.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -530782.375000 Penalty: 4175.564453
	Iteration 16Q: 3 clusters Score -530782.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -530793.750000 Penalty: 4175.564453
	Iteration 17Q: 3 clusters Score -530793.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -530800.750000 Penalty: 4175.564453
	Iteration 18Q: 3 clusters Score -530800.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -530803.937500 Penalty: 4175.564453
	Iteration 19Q: 3 clusters Score -530803.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -530806.750000 Penalty: 4175.564453
	Iteration 20F: 3 clusters Score -530806.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -530808.500000 Penalty: 4175.564453
	Iteration 21Q: 3 clusters Score -530808.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -530809.625000 Penalty: 4175.564453
	Iteration 22Q: 3 clusters Score -530809.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -530811.875000 Penalty: 4175.564453
	Iteration 23Q: 3 clusters Score -530811.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -530812.750000 Penalty: 4175.564453
	Iteration 24Q: 3 clusters Score -530812.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -530814.937500 Penalty: 4175.564453
	Iteration 25Q: 3 clusters Score -530814.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -530817.312500 Penalty: 4175.564453
	Iteration 26Q: 3 clusters Score -530817.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -530817.250000 Penalty: 4175.564453
	Iteration 27Q: 3 clusters Score -530817.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -530816.875000 Penalty: 4175.564453
	Iteration 28Q: 3 clusters Score -530816.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -530817.125000 Penalty: 4175.564453
	Iteration 29Q: 3 clusters Score -530817.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -530816.875000 Penalty: 4175.564453
	Iteration 30Q: 3 clusters Score -530816.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -530819.500000 Penalty: 4175.564453
	Iteration 31Q: 3 clusters Score -530819.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -530819.312500 Penalty: 4175.564453
	Iteration 32Q: 3 clusters Score -530819.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -530819.312500 Penalty: 4175.564453
	Iteration 33F: 3 clusters Score -530819.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Entering Unmasked Estep 
Score: -1375600.250000 Penalty: 2332.828125
	Iteration 0F: 2 clusters Score -1375600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1366617.125000 Penalty: 4665.656250
	Iteration 0F: 3 clusters Score -1366617 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1369412.750000 Penalty: 4665.656250
	Iteration 1F: 3 clusters Score -1369413 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1369913.125000 Penalty: 4665.656250
	Iteration 2F: 3 clusters Score -1369913 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1370462.500000 Penalty: 4665.656250
	Iteration 3F: 3 clusters Score -1370462 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1371135.750000 Penalty: 4665.656250
	Iteration 4F: 3 clusters Score -1371136 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1371723.500000 Penalty: 4665.656250
	Iteration 5F: 3 clusters Score -1371724 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1372205.625000 Penalty: 4665.656250
	Iteration 6F: 3 clusters Score -1372206 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1372592.625000 Penalty: 4665.656250
	Iteration 7F: 3 clusters Score -1372593 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1372906.125000 Penalty: 4665.656250
	Iteration 8Q: 3 clusters Score -1372906 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1373154.750000 Penalty: 4665.656250
	Iteration 9Q: 3 clusters Score -1373155 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1373322.250000 Penalty: 4665.656250
	Iteration 10Q: 3 clusters Score -1373322 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1373437.125000 Penalty: 4665.656250
	Iteration 11Q: 3 clusters Score -1373437 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1373520.375000 Penalty: 4665.656250
	Iteration 12Q: 3 clusters Score -1373520 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1373579.875000 Penalty: 4665.656250
	Iteration 13Q: 3 clusters Score -1373580 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1373634.375000 Penalty: 4665.656250
	Iteration 14Q: 3 clusters Score -1373634 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1373676.375000 Penalty: 4665.656250
	Iteration 15Q: 3 clusters Score -1373676 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1373730.500000 Penalty: 4665.656250
	Iteration 16Q: 3 clusters Score -1373730 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1373783.125000 Penalty: 4665.656250
	Iteration 17Q: 3 clusters Score -1373783 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1373833.250000 Penalty: 4665.656250
	Iteration 18Q: 3 clusters Score -1373833 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1373871.625000 Penalty: 4665.656250
	Iteration 19Q: 3 clusters Score -1373872 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1373887.000000 Penalty: 4665.656250
	Iteration 20F: 3 clusters Score -1373887 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1373907.625000 Penalty: 4665.656250
	Iteration 21Q: 3 clusters Score -1373908 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1373926.625000 Penalty: 4665.656250
	Iteration 22Q: 3 clusters Score -1373927 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1373945.000000 Penalty: 4665.656250
	Iteration 23Q: 3 clusters Score -1373945 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1373964.125000 Penalty: 4665.656250
	Iteration 24Q: 3 clusters Score -1373964 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1373980.750000 Penalty: 4665.656250
	Iteration 25Q: 3 clusters Score -1373981 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1373998.375000 Penalty: 4665.656250
	Iteration 26Q: 3 clusters Score -1373998 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1374017.500000 Penalty: 4665.656250
	Iteration 27Q: 3 clusters Score -1374018 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1374030.250000 Penalty: 4665.656250
	Iteration 28Q: 3 clusters Score -1374030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1374041.875000 Penalty: 4665.656250
	Iteration 29Q: 3 clusters Score -1374042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1374050.375000 Penalty: 4665.656250
	Iteration 30Q: 3 clusters Score -1374050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1374059.250000 Penalty: 4665.656250
	Iteration 31Q: 3 clusters Score -1374059 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1374066.750000 Penalty: 4665.656250
	Iteration 32Q: 3 clusters Score -1374067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1374064.750000 Penalty: 4665.656250
	Iteration 33Q: 3 clusters Score -1374065 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1374066.750000 Penalty: 4665.656250
	Iteration 34Q: 3 clusters Score -1374067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1374072.500000 Penalty: 4665.656250
	Iteration 35Q: 3 clusters Score -1374072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1374077.375000 Penalty: 4665.656250
	Iteration 36Q: 3 clusters Score -1374077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1374082.375000 Penalty: 4665.656250
	Iteration 37Q: 3 clusters Score -1374082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1374089.750000 Penalty: 4665.656250
	Iteration 38Q: 3 clusters Score -1374090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1374101.500000 Penalty: 4665.656250
	Iteration 39Q: 3 clusters Score -1374102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1374107.125000 Penalty: 4665.656250
	Iteration 40F: 3 clusters Score -1374107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1374112.250000 Penalty: 4665.656250
	Iteration 41Q: 3 clusters Score -1374112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1374120.875000 Penalty: 4665.656250
	Iteration 42Q: 3 clusters Score -1374121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1374129.000000 Penalty: 4665.656250
	Iteration 43Q: 3 clusters Score -1374129 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1374129.375000 Penalty: 4665.656250
	Iteration 44Q: 3 clusters Score -1374129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1374136.125000 Penalty: 4665.656250
	Iteration 45Q: 3 clusters Score -1374136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1374144.875000 Penalty: 4665.656250
	Iteration 46Q: 3 clusters Score -1374145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1374146.750000 Penalty: 4665.656250
	Iteration 47Q: 3 clusters Score -1374147 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1374148.750000 Penalty: 4665.656250
	Iteration 48Q: 3 clusters Score -1374149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1374152.000000 Penalty: 4665.656250
	Iteration 49Q: 3 clusters Score -1374152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1374154.375000 Penalty: 4665.656250
	Iteration 50Q: 3 clusters Score -1374154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1374158.000000 Penalty: 4665.656250
	Iteration 51Q: 3 clusters Score -1374158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1374156.125000 Penalty: 4665.656250
	Iteration 52Q: 3 clusters Score -1374156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1374163.125000 Penalty: 4665.656250
	Iteration 53Q: 3 clusters Score -1374163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1374164.000000 Penalty: 4665.656250
	Iteration 54Q: 3 clusters Score -1374164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1374165.250000 Penalty: 4665.656250
	Iteration 55Q: 3 clusters Score -1374165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1374167.250000 Penalty: 4665.656250
	Iteration 56Q: 3 clusters Score -1374167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1374171.750000 Penalty: 4665.656250
	Iteration 57Q: 3 clusters Score -1374172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1374172.875000 Penalty: 4665.656250
	Iteration 58Q: 3 clusters Score -1374173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1374168.750000 Penalty: 4665.656250
	Iteration 59Q: 3 clusters Score -1374169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1374170.875000 Penalty: 4665.656250
	Iteration 60F: 3 clusters Score -1374171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1374172.500000 Penalty: 4665.656250
	Iteration 61Q: 3 clusters Score -1374172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1374173.750000 Penalty: 4665.656250
	Iteration 62Q: 3 clusters Score -1374174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1374172.000000 Penalty: 4665.656250
	Iteration 63Q: 3 clusters Score -1374172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1374170.625000 Penalty: 4665.656250
	Iteration 64Q: 3 clusters Score -1374171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1374170.625000 Penalty: 4665.656250
	Iteration 65Q: 3 clusters Score -1374171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1374170.750000 Penalty: 4665.656250
	Iteration 66Q: 3 clusters Score -1374171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1374170.750000 Penalty: 4665.656250
	Iteration 67F: 3 clusters Score -1374171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -18139.699219 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -18139.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17021.771484 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -17021.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17071.255859 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -17071.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -17104.751953 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -17104.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17108.171875 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -17108.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17108.171875 Penalty: 2630.439209
	Iteration 4F: 3 clusters Score -17108.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (59694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Entering Unmasked Estep 
Score: -7353398.000000 Penalty: 2727.252686
	Iteration 0F: 2 clusters Score -7353398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -7313239.500000 Penalty: 5454.505371
	Iteration 0F: 3 clusters Score -7313240 nChanged 27676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -7328508.500000 Penalty: 5454.505371
	Iteration 1F: 3 clusters Score -7328508 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -7329068.000000 Penalty: 5454.505371
	Iteration 2Q: 3 clusters Score -7329068 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -7329584.500000 Penalty: 5454.505371
	Iteration 3Q: 3 clusters Score -7329584 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -7330180.500000 Penalty: 5454.505371
	Iteration 4Q: 3 clusters Score -7330180 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -7330943.000000 Penalty: 5454.505371
	Iteration 5Q: 3 clusters Score -7330943 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -7331959.500000 Penalty: 5454.505371
	Iteration 6Q: 3 clusters Score -7331960 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -7333475.000000 Penalty: 5454.505371
	Iteration 7Q: 3 clusters Score -7333475 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -7335550.500000 Penalty: 5454.505371
	Iteration 8F: 3 clusters Score -7335550 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -7338138.000000 Penalty: 5454.505371
	Iteration 9F: 3 clusters Score -7338138 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -7341129.500000 Penalty: 5454.505371
	Iteration 10F: 3 clusters Score -7341130 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -7343726.500000 Penalty: 5454.505371
	Iteration 11F: 3 clusters Score -7343726 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -7345664.000000 Penalty: 5454.505371
	Iteration 12Q: 3 clusters Score -7345664 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -7346890.000000 Penalty: 5454.505371
	Iteration 13Q: 3 clusters Score -7346890 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -7347785.500000 Penalty: 5454.505371
	Iteration 14Q: 3 clusters Score -7347786 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -7348407.500000 Penalty: 5454.505371
	Iteration 15Q: 3 clusters Score -7348408 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -7348901.500000 Penalty: 5454.505371
	Iteration 16Q: 3 clusters Score -7348902 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -7349277.500000 Penalty: 5454.505371
	Iteration 17Q: 3 clusters Score -7349278 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -7349481.000000 Penalty: 5454.505371
	Iteration 18Q: 3 clusters Score -7349481 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -7349688.500000 Penalty: 5454.505371
	Iteration 19Q: 3 clusters Score -7349688 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -7349856.000000 Penalty: 5454.505371
	Iteration 20F: 3 clusters Score -7349856 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -7350006.000000 Penalty: 5454.505371
	Iteration 21Q: 3 clusters Score -7350006 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -7350132.500000 Penalty: 5454.505371
	Iteration 22Q: 3 clusters Score -7350132 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -7350223.500000 Penalty: 5454.505371
	Iteration 23Q: 3 clusters Score -7350224 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -7350309.500000 Penalty: 5454.505371
	Iteration 24Q: 3 clusters Score -7350310 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -7350366.500000 Penalty: 5454.505371
	Iteration 25Q: 3 clusters Score -7350366 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -7350459.000000 Penalty: 5454.505371
	Iteration 26Q: 3 clusters Score -7350459 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -7350492.500000 Penalty: 5454.505371
	Iteration 27Q: 3 clusters Score -7350492 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -7350544.500000 Penalty: 5454.505371
	Iteration 28Q: 3 clusters Score -7350544 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -7350559.500000 Penalty: 5454.505371
	Iteration 29Q: 3 clusters Score -7350560 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -7350583.500000 Penalty: 5454.505371
	Iteration 30Q: 3 clusters Score -7350584 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -7350598.500000 Penalty: 5454.505371
	Iteration 31Q: 3 clusters Score -7350598 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -7350631.500000 Penalty: 5454.505371
	Iteration 32Q: 3 clusters Score -7350632 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -7350642.500000 Penalty: 5454.505371
	Iteration 33Q: 3 clusters Score -7350642 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -7350664.000000 Penalty: 5454.505371
	Iteration 34Q: 3 clusters Score -7350664 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -7350688.500000 Penalty: 5454.505371
	Iteration 35Q: 3 clusters Score -7350688 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -7350708.500000 Penalty: 5454.505371
	Iteration 36Q: 3 clusters Score -7350708 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -7350736.500000 Penalty: 5454.505371
	Iteration 37Q: 3 clusters Score -7350736 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -7350778.500000 Penalty: 5454.505371
	Iteration 38Q: 3 clusters Score -7350778 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -7350789.000000 Penalty: 5454.505371
	Iteration 39Q: 3 clusters Score -7350789 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -7350795.000000 Penalty: 5454.505371
	Iteration 40F: 3 clusters Score -7350795 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -7350812.500000 Penalty: 5454.505371
	Iteration 41Q: 3 clusters Score -7350812 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -7350829.500000 Penalty: 5454.505371
	Iteration 42Q: 3 clusters Score -7350830 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -7350856.000000 Penalty: 5454.505371
	Iteration 43Q: 3 clusters Score -7350856 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -7350865.500000 Penalty: 5454.505371
	Iteration 44Q: 3 clusters Score -7350866 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -7350852.500000 Penalty: 5454.505371
	Iteration 45Q: 3 clusters Score -7350852 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -7350865.500000 Penalty: 5454.505371
	Iteration 46Q: 3 clusters Score -7350866 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -7350883.000000 Penalty: 5454.505371
	Iteration 47Q: 3 clusters Score -7350883 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -7350886.000000 Penalty: 5454.505371
	Iteration 48Q: 3 clusters Score -7350886 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -7350904.000000 Penalty: 5454.505371
	Iteration 49Q: 3 clusters Score -7350904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -7350915.000000 Penalty: 5454.505371
	Iteration 50Q: 3 clusters Score -7350915 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51710 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -7350923.000000 Penalty: 5454.505371
	Iteration 51Q: 3 clusters Score -7350923 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -7350949.000000 Penalty: 5454.505371
	Iteration 52Q: 3 clusters Score -7350949 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -7350958.000000 Penalty: 5454.505371
	Iteration 53Q: 3 clusters Score -7350958 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -7350966.500000 Penalty: 5454.505371
	Iteration 54Q: 3 clusters Score -7350966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -7350961.500000 Penalty: 5454.505371
	Iteration 55Q: 3 clusters Score -7350962 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -7350962.000000 Penalty: 5454.505371
	Iteration 56Q: 3 clusters Score -7350962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -7350965.500000 Penalty: 5454.505371
	Iteration 57Q: 3 clusters Score -7350966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -7350981.500000 Penalty: 5454.505371
	Iteration 58Q: 3 clusters Score -7350982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -7350969.000000 Penalty: 5454.505371
	Iteration 59Q: 3 clusters Score -7350969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -7350977.500000 Penalty: 5454.505371
	Iteration 60F: 3 clusters Score -7350978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -7350965.000000 Penalty: 5454.505371
	Iteration 61Q: 3 clusters Score -7350965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -7350970.500000 Penalty: 5454.505371
	Iteration 62Q: 3 clusters Score -7350970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -7350969.000000 Penalty: 5454.505371
	Iteration 63Q: 3 clusters Score -7350969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -7350974.000000 Penalty: 5454.505371
	Iteration 64Q: 3 clusters Score -7350974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -7350981.500000 Penalty: 5454.505371
	Iteration 65Q: 3 clusters Score -7350982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -7350991.500000 Penalty: 5454.505371
	Iteration 66Q: 3 clusters Score -7350992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -7350990.500000 Penalty: 5454.505371
	Iteration 67Q: 3 clusters Score -7350990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -7350992.000000 Penalty: 5454.505371
	Iteration 68Q: 3 clusters Score -7350992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -7350991.500000 Penalty: 5454.505371
	Iteration 69Q: 3 clusters Score -7350992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52390 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -7350984.500000 Penalty: 5454.505371
	Iteration 70Q: 3 clusters Score -7350984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52399 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -7350975.500000 Penalty: 5454.505371
	Iteration 71Q: 3 clusters Score -7350976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -7350982.000000 Penalty: 5454.505371
	Iteration 72Q: 3 clusters Score -7350982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52418 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -7350982.500000 Penalty: 5454.505371
	Iteration 73Q: 3 clusters Score -7350982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -7350978.000000 Penalty: 5454.505371
	Iteration 74Q: 3 clusters Score -7350978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -7350977.500000 Penalty: 5454.505371
	Iteration 75Q: 3 clusters Score -7350978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -7350989.500000 Penalty: 5454.505371
	Iteration 76Q: 3 clusters Score -7350990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -7351003.000000 Penalty: 5454.505371
	Iteration 77Q: 3 clusters Score -7351003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -7351002.500000 Penalty: 5454.505371
	Iteration 78Q: 3 clusters Score -7351002 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -7351001.500000 Penalty: 5454.505371
	Iteration 79Q: 3 clusters Score -7351002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -7351004.500000 Penalty: 5454.505371
	Iteration 80F: 3 clusters Score -7351004 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -7351010.000000 Penalty: 5454.505371
	Iteration 81Q: 3 clusters Score -7351010 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52563 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7351010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7351013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -7351017.000000 Penalty: 5454.505371
	Iteration 84Q: 3 clusters Score -7351017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52631 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -7351015.500000 Penalty: 5454.505371
	Iteration 85Q: 3 clusters Score -7351016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -7351028.000000 Penalty: 5454.505371
	Iteration 86Q: 3 clusters Score -7351028 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52684 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -7351025.500000 Penalty: 5454.505371
	Iteration 87Q: 3 clusters Score -7351026 nChanged 20
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Mstep: Class 1 contains 52702 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -7351024.500000 Penalty: 5454.505371
	Iteration 88Q: 3 clusters Score -7351024 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52713 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -7351022.500000 Penalty: 5454.505371
	Iteration 89Q: 3 clusters Score -7351022 nChanged 16
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Mstep: Class 1 contains 52729 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -7351019.500000 Penalty: 5454.505371
	Iteration 90Q: 3 clusters Score -7351020 nChanged 11
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Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7351008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -7351027.000000 Penalty: 5454.505371
	Iteration 92Q: 3 clusters Score -7351027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -7351021.500000 Penalty: 5454.505371
	Iteration 93Q: 3 clusters Score -7351022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -7351014.500000 Penalty: 5454.505371
	Iteration 94Q: 3 clusters Score -7351014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52770 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -7351031.500000 Penalty: 5454.505371
	Iteration 95Q: 3 clusters Score -7351032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -7351031.500000 Penalty: 5454.505371
	Iteration 96Q: 3 clusters Score -7351032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52781 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -7351032.500000 Penalty: 5454.505371
	Iteration 97Q: 3 clusters Score -7351032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -7351031.000000 Penalty: 5454.505371
	Iteration 98Q: 3 clusters Score -7351031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -7351027.000000 Penalty: 5454.505371
	Iteration 99Q: 3 clusters Score -7351027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52815 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -7351033.500000 Penalty: 5454.505371
	Iteration 100F: 3 clusters Score -7351034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -7351032.500000 Penalty: 5454.505371
	Iteration 101Q: 3 clusters Score -7351032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -7351029.500000 Penalty: 5454.505371
	Iteration 102Q: 3 clusters Score -7351030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -7351035.000000 Penalty: 5454.505371
	Iteration 103Q: 3 clusters Score -7351035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -7351030.500000 Penalty: 5454.505371
	Iteration 104Q: 3 clusters Score -7351030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -7351036.000000 Penalty: 5454.505371
	Iteration 105Q: 3 clusters Score -7351036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -7351032.000000 Penalty: 5454.505371
	Iteration 106Q: 3 clusters Score -7351032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -7351020.000000 Penalty: 5454.505371
	Iteration 107Q: 3 clusters Score -7351020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -7351021.000000 Penalty: 5454.505371
	Iteration 108Q: 3 clusters Score -7351021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -7351026.500000 Penalty: 5454.505371
	Iteration 109Q: 3 clusters Score -7351026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -7351025.000000 Penalty: 5454.505371
	Iteration 110Q: 3 clusters Score -7351025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -7351022.500000 Penalty: 5454.505371
	Iteration 111Q: 3 clusters Score -7351022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -7351021.500000 Penalty: 5454.505371
	Iteration 112Q: 3 clusters Score -7351022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -7351028.000000 Penalty: 5454.505371
	Iteration 113Q: 3 clusters Score -7351028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53009 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -7351022.500000 Penalty: 5454.505371
	Iteration 114Q: 3 clusters Score -7351022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -7351028.500000 Penalty: 5454.505371
	Iteration 115Q: 3 clusters Score -7351028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53015 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -7351028.000000 Penalty: 5454.505371
	Iteration 116Q: 3 clusters Score -7351028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -7351034.000000 Penalty: 5454.505371
	Iteration 117Q: 3 clusters Score -7351034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -7351028.500000 Penalty: 5454.505371
	Iteration 118Q: 3 clusters Score -7351028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -7351022.500000 Penalty: 5454.505371
	Iteration 119Q: 3 clusters Score -7351022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53031 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -7351017.000000 Penalty: 5454.505371
	Iteration 120F: 3 clusters Score -7351017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -7351021.000000 Penalty: 5454.505371
	Iteration 121Q: 3 clusters Score -7351021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -7351017.500000 Penalty: 5454.505371
	Iteration 122Q: 3 clusters Score -7351018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -7351025.500000 Penalty: 5454.505371
	Iteration 123Q: 3 clusters Score -7351026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -7351028.500000 Penalty: 5454.505371
	Iteration 124Q: 3 clusters Score -7351028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -7351028.500000 Penalty: 5454.505371
	Iteration 125F: 3 clusters Score -7351028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (182059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182059 members 
Entering Unmasked Estep 
Score: -22197608.000000 Penalty: 3003.797363
	Iteration 0F: 2 clusters Score -2.219761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90833 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -22076860.000000 Penalty: 6007.594727
	Iteration 0F: 3 clusters Score -2.207686e+07 nChanged 87536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 96416 members 
Entering Unmasked Estep 
Score: -22128280.000000 Penalty: 6007.594727
	Iteration 1F: 3 clusters Score -2.212828e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82564 members 
Mstep: Class 2 contains 99495 members 
Entering Unmasked Estep 
Score: -22129472.000000 Penalty: 6007.594727
	Iteration 2Q: 3 clusters Score -2.212947e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77972 members 
Mstep: Class 2 contains 104087 members 
Entering Unmasked Estep 
Score: -22131362.000000 Penalty: 6007.594727
	Iteration 3Q: 3 clusters Score -2.213136e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71004 members 
Mstep: Class 2 contains 111055 members 
Entering Unmasked Estep 
Score: -22135020.000000 Penalty: 6007.594727
	Iteration 4Q: 3 clusters Score -2.213502e+07 nChanged 10653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61087 members 
Mstep: Class 2 contains 120972 members 
Entering Unmasked Estep 
Score: -22141148.000000 Penalty: 6007.594727
	Iteration 5F: 3 clusters Score -2.214115e+07 nChanged 13599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 134189 members 
Entering Unmasked Estep 
Score: -22151276.000000 Penalty: 6007.594727
	Iteration 6F: 3 clusters Score -2.215128e+07 nChanged 15216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 149211 members 
Entering Unmasked Estep 
Score: -22164744.000000 Penalty: 6007.594727
	Iteration 7F: 3 clusters Score -2.216474e+07 nChanged 14042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 163177 members 
Entering Unmasked Estep 
Score: -22178472.000000 Penalty: 6007.594727
	Iteration 8F: 3 clusters Score -2.217847e+07 nChanged 9641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 172804 members 
Entering Unmasked Estep 
Score: -22187872.000000 Penalty: 6007.594727
	Iteration 9F: 3 clusters Score -2.218787e+07 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 177625 members 
Entering Unmasked Estep 
Score: -22192154.000000 Penalty: 6007.594727
	Iteration 10Q: 3 clusters Score -2.219215e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 179553 members 
Entering Unmasked Estep 
Score: -22193738.000000 Penalty: 6007.594727
	Iteration 11Q: 3 clusters Score -2.219374e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 180428 members 
Entering Unmasked Estep 
Score: -22194426.000000 Penalty: 6007.594727
	Iteration 12Q: 3 clusters Score -2.219443e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 180842 members 
Entering Unmasked Estep 
Score: -22194712.000000 Penalty: 6007.594727
	Iteration 13Q: 3 clusters Score -2.219471e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 181054 members 
Entering Unmasked Estep 
Score: -22194842.000000 Penalty: 6007.594727
	Iteration 14Q: 3 clusters Score -2.219484e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 181163 members 
Entering Unmasked Estep 
Score: -22194932.000000 Penalty: 6007.594727
	Iteration 15Q: 3 clusters Score -2.219493e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 181224 members 
Entering Unmasked Estep 
Score: -22194974.000000 Penalty: 6007.594727
	Iteration 16Q: 3 clusters Score -2.219497e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 181262 members 
Entering Unmasked Estep 
Score: -22194988.000000 Penalty: 6007.594727
	Iteration 17Q: 3 clusters Score -2.219499e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 181284 members 
Entering Unmasked Estep 
Score: -22194992.000000 Penalty: 6007.594727
	Iteration 18Q: 3 clusters Score -2.219499e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 181299 members 
Entering Unmasked Estep 
Score: -22194996.000000 Penalty: 6007.594727
	Iteration 19Q: 3 clusters Score -2.2195e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 181309 members 
Entering Unmasked Estep 
Score: -22195002.000000 Penalty: 6007.594727
	Iteration 20F: 3 clusters Score -2.2195e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 181320 members 
Entering Unmasked Estep 
Score: -22194998.000000 Penalty: 6007.594727
	Iteration 21Q: 3 clusters Score -2.2195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 181324 members 
Entering Unmasked Estep 
Score: -22195006.000000 Penalty: 6007.594727
	Iteration 22Q: 3 clusters Score -2.219501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 181327 members 
Entering Unmasked Estep 
Score: -22194980.000000 Penalty: 6007.594727
	Iteration 23Q: 3 clusters Score -2.219498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 181331 members 
Entering Unmasked Estep 
Score: -22194986.000000 Penalty: 6007.594727
	Iteration 24Q: 3 clusters Score -2.219499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 181333 members 
Entering Unmasked Estep 
Score: -22194994.000000 Penalty: 6007.594727
	Iteration 25Q: 3 clusters Score -2.219499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 181333 members 
Entering Unmasked Estep 
Score: -22194994.000000 Penalty: 6007.594727
	Iteration 26Q: 3 clusters Score -2.219499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 181334 members 
Entering Unmasked Estep 
Score: -22195010.000000 Penalty: 6007.594727
	Iteration 27Q: 3 clusters Score -2.219501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 181334 members 
Entering Unmasked Estep 
Score: -22195006.000000 Penalty: 6007.594727
	Iteration 28Q: 3 clusters Score -2.219501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 181336 members 
Entering Unmasked Estep 
Score: -22195010.000000 Penalty: 6007.594727
	Iteration 29Q: 3 clusters Score -2.219501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 181338 members 
Entering Unmasked Estep 
Score: -22195022.000000 Penalty: 6007.594727
	Iteration 30Q: 3 clusters Score -2.219502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 181338 members 
Entering Unmasked Estep 
Score: -22195024.000000 Penalty: 6007.594727
	Iteration 31Q: 3 clusters Score -2.219502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 181339 members 
Entering Unmasked Estep 
Score: -22195024.000000 Penalty: 6007.594727
	Iteration 32Q: 3 clusters Score -2.219502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 181339 members 
Entering Unmasked Estep 
Score: -22195024.000000 Penalty: 6007.594727
	Iteration 33F: 3 clusters Score -2.219502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Entering Unmasked Estep 
Score: -5923645.000000 Penalty: 2678.865967
	Iteration 0F: 2 clusters Score -5923645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -5890332.500000 Penalty: 5357.731934
	Iteration 0F: 3 clusters Score -5890332 nChanged 22673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -5903058.000000 Penalty: 5357.731934
	Iteration 1F: 3 clusters Score -5903058 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -5903527.500000 Penalty: 5357.731934
	Iteration 2Q: 3 clusters Score -5903528 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -5903994.500000 Penalty: 5357.731934
	Iteration 3Q: 3 clusters Score -5903994 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -5904503.000000 Penalty: 5357.731934
	Iteration 4Q: 3 clusters Score -5904503 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -5905214.000000 Penalty: 5357.731934
	Iteration 5Q: 3 clusters Score -5905214 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -5906142.500000 Penalty: 5357.731934
	Iteration 6Q: 3 clusters Score -5906142 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -5907553.000000 Penalty: 5357.731934
	Iteration 7F: 3 clusters Score -5907553 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -5909691.500000 Penalty: 5357.731934
	Iteration 8F: 3 clusters Score -5909692 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -5912796.500000 Penalty: 5357.731934
	Iteration 9F: 3 clusters Score -5912796 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -5916072.500000 Penalty: 5357.731934
	Iteration 10F: 3 clusters Score -5916072 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -5918783.000000 Penalty: 5357.731934
	Iteration 11F: 3 clusters Score -5918783 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -5920298.000000 Penalty: 5357.731934
	Iteration 12Q: 3 clusters Score -5920298 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5920961.500000 Penalty: 5357.731934
	Iteration 13Q: 3 clusters Score -5920962 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5921198.500000 Penalty: 5357.731934
	Iteration 14Q: 3 clusters Score -5921198 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5921330.000000 Penalty: 5357.731934
	Iteration 15Q: 3 clusters Score -5921330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5921393.500000 Penalty: 5357.731934
	Iteration 16Q: 3 clusters Score -5921394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5921450.000000 Penalty: 5357.731934
	Iteration 17Q: 3 clusters Score -5921450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5921471.000000 Penalty: 5357.731934
	Iteration 18Q: 3 clusters Score -5921471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5921483.500000 Penalty: 5357.731934
	Iteration 19Q: 3 clusters Score -5921484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5921506.000000 Penalty: 5357.731934
	Iteration 20F: 3 clusters Score -5921506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5921517.500000 Penalty: 5357.731934
	Iteration 21Q: 3 clusters Score -5921518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5921519.000000 Penalty: 5357.731934
	Iteration 22Q: 3 clusters Score -5921519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5921518.000000 Penalty: 5357.731934
	Iteration 23Q: 3 clusters Score -5921518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5921527.000000 Penalty: 5357.731934
	Iteration 24Q: 3 clusters Score -5921527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5921528.000000 Penalty: 5357.731934
	Iteration 25Q: 3 clusters Score -5921528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5921528.000000 Penalty: 5357.731934
	Iteration 26Q: 3 clusters Score -5921528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5921536.500000 Penalty: 5357.731934
	Iteration 27Q: 3 clusters Score -5921536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5921536.500000 Penalty: 5357.731934
	Iteration 28F: 3 clusters Score -5921536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (224198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224198 members 
Entering Unmasked Estep 
Score: -27535610.000000 Penalty: 3055.430664
	Iteration 0F: 2 clusters Score -2.753561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112208 members 
Mstep: Class 2 contains 111990 members 
Entering Unmasked Estep 
Score: -27390192.000000 Penalty: 6110.861328
	Iteration 0F: 3 clusters Score -2.739019e+07 nChanged 107997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114239 members 
Mstep: Class 2 contains 109959 members 
Entering Unmasked Estep 
Score: -27455700.000000 Penalty: 6110.861328
	Iteration 1F: 3 clusters Score -2.74557e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114824 members 
Mstep: Class 2 contains 109374 members 
Entering Unmasked Estep 
Score: -27458608.000000 Penalty: 6110.861328
	Iteration 2Q: 3 clusters Score -2.745861e+07 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115720 members 
Mstep: Class 2 contains 108478 members 
Entering Unmasked Estep 
Score: -27462630.000000 Penalty: 6110.861328
	Iteration 3Q: 3 clusters Score -2.746263e+07 nChanged 11287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117041 members 
Mstep: Class 2 contains 107157 members 
Entering Unmasked Estep 
Score: -27468318.000000 Penalty: 6110.861328
	Iteration 4F: 3 clusters Score -2.746832e+07 nChanged 12509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118660 members 
Mstep: Class 2 contains 105538 members 
Entering Unmasked Estep 
Score: -27475348.000000 Penalty: 6110.861328
	Iteration 5F: 3 clusters Score -2.747535e+07 nChanged 13734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120504 members 
Mstep: Class 2 contains 103694 members 
Entering Unmasked Estep 
Score: -27484200.000000 Penalty: 6110.861328
	Iteration 6F: 3 clusters Score -2.74842e+07 nChanged 14268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122438 members 
Mstep: Class 2 contains 101760 members 
Entering Unmasked Estep 
Score: -27494172.000000 Penalty: 6110.861328
	Iteration 7F: 3 clusters Score -2.749417e+07 nChanged 13265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124193 members 
Mstep: Class 2 contains 100005 members 
Entering Unmasked Estep 
Score: -27502164.000000 Penalty: 6110.861328
	Iteration 8F: 3 clusters Score -2.750216e+07 nChanged 10849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125404 members 
Mstep: Class 2 contains 98794 members 
Entering Unmasked Estep 
Score: -27507544.000000 Penalty: 6110.861328
	Iteration 9Q: 3 clusters Score -2.750754e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126273 members 
Mstep: Class 2 contains 97925 members 
Entering Unmasked Estep 
Score: -27509896.000000 Penalty: 6110.861328
	Iteration 10Q: 3 clusters Score -2.75099e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126852 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -27510824.000000 Penalty: 6110.861328
	Iteration 11Q: 3 clusters Score -2.751082e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127331 members 
Mstep: Class 2 contains 96867 members 
Entering Unmasked Estep 
Score: -27511108.000000 Penalty: 6110.861328
	Iteration 12Q: 3 clusters Score -2.751111e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127722 members 
Mstep: Class 2 contains 96476 members 
Entering Unmasked Estep 
Score: -27511312.000000 Penalty: 6110.861328
	Iteration 13Q: 3 clusters Score -2.751131e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128055 members 
Mstep: Class 2 contains 96143 members 
Entering Unmasked Estep 
Score: -27511482.000000 Penalty: 6110.861328
	Iteration 14Q: 3 clusters Score -2.751148e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128401 members 
Mstep: Class 2 contains 95797 members 
Entering Unmasked Estep 
Score: -27511750.000000 Penalty: 6110.861328
	Iteration 15Q: 3 clusters Score -2.751175e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128722 members 
Mstep: Class 2 contains 95476 members 
Entering Unmasked Estep 
Score: -27511896.000000 Penalty: 6110.861328
	Iteration 16Q: 3 clusters Score -2.75119e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128997 members 
Mstep: Class 2 contains 95201 members 
Entering Unmasked Estep 
Score: -27512052.000000 Penalty: 6110.861328
	Iteration 17Q: 3 clusters Score -2.751205e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129246 members 
Mstep: Class 2 contains 94952 members 
Entering Unmasked Estep 
Score: -27512180.000000 Penalty: 6110.861328
	Iteration 18Q: 3 clusters Score -2.751218e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129482 members 
Mstep: Class 2 contains 94716 members 
Entering Unmasked Estep 
Score: -27512410.000000 Penalty: 6110.861328
	Iteration 19Q: 3 clusters Score -2.751241e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129686 members 
Mstep: Class 2 contains 94512 members 
Entering Unmasked Estep 
Score: -27512576.000000 Penalty: 6110.861328
	Iteration 20F: 3 clusters Score -2.751258e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129886 members 
Mstep: Class 2 contains 94312 members 
Entering Unmasked Estep 
Score: -27512586.000000 Penalty: 6110.861328
	Iteration 21Q: 3 clusters Score -2.751259e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130100 members 
Mstep: Class 2 contains 94098 members 
Entering Unmasked Estep 
Score: -27512716.000000 Penalty: 6110.861328
	Iteration 22Q: 3 clusters Score -2.751272e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130280 members 
Mstep: Class 2 contains 93918 members 
Entering Unmasked Estep 
Score: -27512790.000000 Penalty: 6110.861328
	Iteration 23Q: 3 clusters Score -2.751279e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130477 members 
Mstep: Class 2 contains 93721 members 
Entering Unmasked Estep 
Score: -27512890.000000 Penalty: 6110.861328
	Iteration 24Q: 3 clusters Score -2.751289e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130622 members 
Mstep: Class 2 contains 93576 members 
Entering Unmasked Estep 
Score: -27512968.000000 Penalty: 6110.861328
	Iteration 25Q: 3 clusters Score -2.751297e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130764 members 
Mstep: Class 2 contains 93434 members 
Entering Unmasked Estep 
Score: -27513048.000000 Penalty: 6110.861328
	Iteration 26Q: 3 clusters Score -2.751305e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130861 members 
Mstep: Class 2 contains 93337 members 
Entering Unmasked Estep 
Score: -27513038.000000 Penalty: 6110.861328
	Iteration 27Q: 3 clusters Score -2.751304e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130953 members 
Mstep: Class 2 contains 93245 members 
Entering Unmasked Estep 
Score: -27513084.000000 Penalty: 6110.861328
	Iteration 28Q: 3 clusters Score -2.751308e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131001 members 
Mstep: Class 2 contains 93197 members 
Entering Unmasked Estep 
Score: -27513166.000000 Penalty: 6110.861328
	Iteration 29Q: 3 clusters Score -2.751317e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131052 members 
Mstep: Class 2 contains 93146 members 
Entering Unmasked Estep 
Score: -27513254.000000 Penalty: 6110.861328
	Iteration 30Q: 3 clusters Score -2.751325e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131158 members 
Mstep: Class 2 contains 93040 members 
Entering Unmasked Estep 
Score: -27513194.000000 Penalty: 6110.861328
	Iteration 31Q: 3 clusters Score -2.751319e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131215 members 
Mstep: Class 2 contains 92983 members 
Entering Unmasked Estep 
Score: -27513236.000000 Penalty: 6110.861328
	Iteration 32Q: 3 clusters Score -2.751324e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131246 members 
Mstep: Class 2 contains 92952 members 
Entering Unmasked Estep 
Score: -27513204.000000 Penalty: 6110.861328
	Iteration 33Q: 3 clusters Score -2.75132e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131304 members 
Mstep: Class 2 contains 92894 members 
Entering Unmasked Estep 
Score: -27513168.000000 Penalty: 6110.861328
	Iteration 34Q: 3 clusters Score -2.751317e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131339 members 
Mstep: Class 2 contains 92859 members 
Entering Unmasked Estep 
Score: -27513300.000000 Penalty: 6110.861328
	Iteration 35Q: 3 clusters Score -2.75133e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131372 members 
Mstep: Class 2 contains 92826 members 
Entering Unmasked Estep 
Score: -27513302.000000 Penalty: 6110.861328
	Iteration 36Q: 3 clusters Score -2.75133e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131375 members 
Mstep: Class 2 contains 92823 members 
Entering Unmasked Estep 
Score: -27513386.000000 Penalty: 6110.861328
	Iteration 37Q: 3 clusters Score -2.751339e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131419 members 
Mstep: Class 2 contains 92779 members 
Entering Unmasked Estep 
Score: -27513446.000000 Penalty: 6110.861328
	Iteration 38Q: 3 clusters Score -2.751345e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131427 members 
Mstep: Class 2 contains 92771 members 
Entering Unmasked Estep 
Score: -27513422.000000 Penalty: 6110.861328
	Iteration 39Q: 3 clusters Score -2.751342e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131498 members 
Mstep: Class 2 contains 92700 members 
Entering Unmasked Estep 
Score: -27513534.000000 Penalty: 6110.861328
	Iteration 40F: 3 clusters Score -2.751353e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131541 members 
Mstep: Class 2 contains 92657 members 
Entering Unmasked Estep 
Score: -27513592.000000 Penalty: 6110.861328
	Iteration 41Q: 3 clusters Score -2.751359e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131595 members 
Mstep: Class 2 contains 92603 members 
Entering Unmasked Estep 
Score: -27513614.000000 Penalty: 6110.861328
	Iteration 42Q: 3 clusters Score -2.751361e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131637 members 
Mstep: Class 2 contains 92561 members 
Entering Unmasked Estep 
Score: -27513638.000000 Penalty: 6110.861328
	Iteration 43Q: 3 clusters Score -2.751364e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131704 members 
Mstep: Class 2 contains 92494 members 
Entering Unmasked Estep 
Score: -27513636.000000 Penalty: 6110.861328
	Iteration 44Q: 3 clusters Score -2.751364e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131781 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -27513640.000000 Penalty: 6110.861328
	Iteration 45Q: 3 clusters Score -2.751364e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131899 members 
Mstep: Class 2 contains 92299 members 
Entering Unmasked Estep 
Score: -27513660.000000 Penalty: 6110.861328
	Iteration 46Q: 3 clusters Score -2.751366e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132003 members 
Mstep: Class 2 contains 92195 members 
Entering Unmasked Estep 
Score: -27513648.000000 Penalty: 6110.861328
	Iteration 47Q: 3 clusters Score -2.751365e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132084 members 
Mstep: Class 2 contains 92114 members 
Entering Unmasked Estep 
Score: -27513664.000000 Penalty: 6110.861328
	Iteration 48Q: 3 clusters Score -2.751366e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132103 members 
Mstep: Class 2 contains 92095 members 
Entering Unmasked Estep 
Score: -27513718.000000 Penalty: 6110.861328
	Iteration 49Q: 3 clusters Score -2.751372e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132125 members 
Mstep: Class 2 contains 92073 members 
Entering Unmasked Estep 
Score: -27513790.000000 Penalty: 6110.861328
	Iteration 50Q: 3 clusters Score -2.751379e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132134 members 
Mstep: Class 2 contains 92064 members 
Entering Unmasked Estep 
Score: -27513778.000000 Penalty: 6110.861328
	Iteration 51Q: 3 clusters Score -2.751378e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132129 members 
Mstep: Class 2 contains 92069 members 
Entering Unmasked Estep 
Score: -27513794.000000 Penalty: 6110.861328
	Iteration 52Q: 3 clusters Score -2.751379e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132127 members 
Mstep: Class 2 contains 92071 members 
Entering Unmasked Estep 
Score: -27513760.000000 Penalty: 6110.861328
	Iteration 53Q: 3 clusters Score -2.751376e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132119 members 
Mstep: Class 2 contains 92079 members 
Entering Unmasked Estep 
Score: -27513772.000000 Penalty: 6110.861328
	Iteration 54Q: 3 clusters Score -2.751377e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132112 members 
Mstep: Class 2 contains 92086 members 
Entering Unmasked Estep 
Score: -27513868.000000 Penalty: 6110.861328
	Iteration 55Q: 3 clusters Score -2.751387e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132129 members 
Mstep: Class 2 contains 92069 members 
Entering Unmasked Estep 
Score: -27513824.000000 Penalty: 6110.861328
	Iteration 56Q: 3 clusters Score -2.751382e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132098 members 
Mstep: Class 2 contains 92100 members 
Entering Unmasked Estep 
Score: -27513968.000000 Penalty: 6110.861328
	Iteration 57Q: 3 clusters Score -2.751397e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132070 members 
Mstep: Class 2 contains 92128 members 
Entering Unmasked Estep 
Score: -27514116.000000 Penalty: 6110.861328
	Iteration 58Q: 3 clusters Score -2.751412e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132045 members 
Mstep: Class 2 contains 92153 members 
Entering Unmasked Estep 
Score: -27514224.000000 Penalty: 6110.861328
	Iteration 59Q: 3 clusters Score -2.751422e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131995 members 
Mstep: Class 2 contains 92203 members 
Entering Unmasked Estep 
Score: -27514274.000000 Penalty: 6110.861328
	Iteration 60F: 3 clusters Score -2.751427e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131901 members 
Mstep: Class 2 contains 92297 members 
Entering Unmasked Estep 
Score: -27514416.000000 Penalty: 6110.861328
	Iteration 61Q: 3 clusters Score -2.751442e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131798 members 
Mstep: Class 2 contains 92400 members 
Entering Unmasked Estep 
Score: -27514556.000000 Penalty: 6110.861328
	Iteration 62Q: 3 clusters Score -2.751456e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131716 members 
Mstep: Class 2 contains 92482 members 
Entering Unmasked Estep 
Score: -27514546.000000 Penalty: 6110.861328
	Iteration 63Q: 3 clusters Score -2.751455e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131610 members 
Mstep: Class 2 contains 92588 members 
Entering Unmasked Estep 
Score: -27514588.000000 Penalty: 6110.861328
	Iteration 64Q: 3 clusters Score -2.751459e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131525 members 
Mstep: Class 2 contains 92673 members 
Entering Unmasked Estep 
Score: -27514720.000000 Penalty: 6110.861328
	Iteration 65Q: 3 clusters Score -2.751472e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131380 members 
Mstep: Class 2 contains 92818 members 
Entering Unmasked Estep 
Score: -27514786.000000 Penalty: 6110.861328
	Iteration 66Q: 3 clusters Score -2.751479e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131212 members 
Mstep: Class 2 contains 92986 members 
Entering Unmasked Estep 
Score: -27514848.000000 Penalty: 6110.861328
	Iteration 67Q: 3 clusters Score -2.751485e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130994 members 
Mstep: Class 2 contains 93204 members 
Entering Unmasked Estep 
Score: -27515070.000000 Penalty: 6110.861328
	Iteration 68Q: 3 clusters Score -2.751507e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130717 members 
Mstep: Class 2 contains 93481 members 
Entering Unmasked Estep 
Score: -27515262.000000 Penalty: 6110.861328
	Iteration 69Q: 3 clusters Score -2.751526e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130406 members 
Mstep: Class 2 contains 93792 members 
Entering Unmasked Estep 
Score: -27515444.000000 Penalty: 6110.861328
	Iteration 70Q: 3 clusters Score -2.751544e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130033 members 
Mstep: Class 2 contains 94165 members 
Entering Unmasked Estep 
Score: -27515644.000000 Penalty: 6110.861328
	Iteration 71Q: 3 clusters Score -2.751564e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129572 members 
Mstep: Class 2 contains 94626 members 
Entering Unmasked Estep 
Score: -27515806.000000 Penalty: 6110.861328
	Iteration 72Q: 3 clusters Score -2.751581e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129083 members 
Mstep: Class 2 contains 95115 members 
Entering Unmasked Estep 
Score: -27515762.000000 Penalty: 6110.861328
	Iteration 73Q: 3 clusters Score -2.751576e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128562 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -27515786.000000 Penalty: 6110.861328
	Iteration 74Q: 3 clusters Score -2.751579e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128025 members 
Mstep: Class 2 contains 96173 members 
Entering Unmasked Estep 
Score: -27515922.000000 Penalty: 6110.861328
	Iteration 75Q: 3 clusters Score -2.751592e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127462 members 
Mstep: Class 2 contains 96736 members 
Entering Unmasked Estep 
Score: -27516050.000000 Penalty: 6110.861328
	Iteration 76Q: 3 clusters Score -2.751605e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126917 members 
Mstep: Class 2 contains 97281 members 
Entering Unmasked Estep 
Score: -27516132.000000 Penalty: 6110.861328
	Iteration 77Q: 3 clusters Score -2.751613e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126421 members 
Mstep: Class 2 contains 97777 members 
Entering Unmasked Estep 
Score: -27516198.000000 Penalty: 6110.861328
	Iteration 78Q: 3 clusters Score -2.75162e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125948 members 
Mstep: Class 2 contains 98250 members 
Entering Unmasked Estep 
Score: -27516308.000000 Penalty: 6110.861328
	Iteration 79Q: 3 clusters Score -2.751631e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125450 members 
Mstep: Class 2 contains 98748 members 
Entering Unmasked Estep 
Score: -27516354.000000 Penalty: 6110.861328
	Iteration 80F: 3 clusters Score -2.751635e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124944 members 
Mstep: Class 2 contains 99254 members 
Entering Unmasked Estep 
Score: -27516358.000000 Penalty: 6110.861328
	Iteration 81Q: 3 clusters Score -2.751636e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124428 members 
Mstep: Class 2 contains 99770 members 
Entering Unmasked Estep 
Score: -27516416.000000 Penalty: 6110.861328
	Iteration 82Q: 3 clusters Score -2.751642e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123902 members 
Mstep: Class 2 contains 100296 members 
Entering Unmasked Estep 
Score: -27516496.000000 Penalty: 6110.861328
	Iteration 83Q: 3 clusters Score -2.75165e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123414 members 
Mstep: Class 2 contains 100784 members 
Entering Unmasked Estep 
Score: -27516566.000000 Penalty: 6110.861328
	Iteration 84Q: 3 clusters Score -2.751657e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122932 members 
Mstep: Class 2 contains 101266 members 
Entering Unmasked Estep 
Score: -27516578.000000 Penalty: 6110.861328
	Iteration 85Q: 3 clusters Score -2.751658e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122457 members 
Mstep: Class 2 contains 101741 members 
Entering Unmasked Estep 
Score: -27516636.000000 Penalty: 6110.861328
	Iteration 86Q: 3 clusters Score -2.751664e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121993 members 
Mstep: Class 2 contains 102205 members 
Entering Unmasked Estep 
Score: -27516702.000000 Penalty: 6110.861328
	Iteration 87Q: 3 clusters Score -2.75167e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121475 members 
Mstep: Class 2 contains 102723 members 
Entering Unmasked Estep 
Score: -27516714.000000 Penalty: 6110.861328
	Iteration 88Q: 3 clusters Score -2.751671e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120958 members 
Mstep: Class 2 contains 103240 members 
Entering Unmasked Estep 
Score: -27516746.000000 Penalty: 6110.861328
	Iteration 89Q: 3 clusters Score -2.751675e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120386 members 
Mstep: Class 2 contains 103812 members 
Entering Unmasked Estep 
Score: -27516794.000000 Penalty: 6110.861328
	Iteration 90Q: 3 clusters Score -2.751679e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119798 members 
Mstep: Class 2 contains 104400 members 
Entering Unmasked Estep 
Score: -27516884.000000 Penalty: 6110.861328
	Iteration 91Q: 3 clusters Score -2.751688e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119192 members 
Mstep: Class 2 contains 105006 members 
Entering Unmasked Estep 
Score: -27516986.000000 Penalty: 6110.861328
	Iteration 92Q: 3 clusters Score -2.751699e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118587 members 
Mstep: Class 2 contains 105611 members 
Entering Unmasked Estep 
Score: -27517102.000000 Penalty: 6110.861328
	Iteration 93Q: 3 clusters Score -2.75171e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117936 members 
Mstep: Class 2 contains 106262 members 
Entering Unmasked Estep 
Score: -27517146.000000 Penalty: 6110.861328
	Iteration 94Q: 3 clusters Score -2.751715e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117234 members 
Mstep: Class 2 contains 106964 members 
Entering Unmasked Estep 
Score: -27517178.000000 Penalty: 6110.861328
	Iteration 95Q: 3 clusters Score -2.751718e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116538 members 
Mstep: Class 2 contains 107660 members 
Entering Unmasked Estep 
Score: -27517224.000000 Penalty: 6110.861328
	Iteration 96Q: 3 clusters Score -2.751722e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115818 members 
Mstep: Class 2 contains 108380 members 
Entering Unmasked Estep 
Score: -27517292.000000 Penalty: 6110.861328
	Iteration 97Q: 3 clusters Score -2.751729e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115006 members 
Mstep: Class 2 contains 109192 members 
Entering Unmasked Estep 
Score: -27517364.000000 Penalty: 6110.861328
	Iteration 98Q: 3 clusters Score -2.751736e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114200 members 
Mstep: Class 2 contains 109998 members 
Entering Unmasked Estep 
Score: -27517516.000000 Penalty: 6110.861328
	Iteration 99Q: 3 clusters Score -2.751752e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113415 members 
Mstep: Class 2 contains 110783 members 
Entering Unmasked Estep 
Score: -27517594.000000 Penalty: 6110.861328
	Iteration 100F: 3 clusters Score -2.751759e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112602 members 
Mstep: Class 2 contains 111596 members 
Entering Unmasked Estep 
Score: -27517654.000000 Penalty: 6110.861328
	Iteration 101Q: 3 clusters Score -2.751765e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111757 members 
Mstep: Class 2 contains 112441 members 
Entering Unmasked Estep 
Score: -27517620.000000 Penalty: 6110.861328
	Iteration 102Q: 3 clusters Score -2.751762e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110917 members 
Mstep: Class 2 contains 113281 members 
Entering Unmasked Estep 
Score: -27517716.000000 Penalty: 6110.861328
	Iteration 103Q: 3 clusters Score -2.751772e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110070 members 
Mstep: Class 2 contains 114128 members 
Entering Unmasked Estep 
Score: -27517754.000000 Penalty: 6110.861328
	Iteration 104Q: 3 clusters Score -2.751775e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109201 members 
Mstep: Class 2 contains 114997 members 
Entering Unmasked Estep 
Score: -27517882.000000 Penalty: 6110.861328
	Iteration 105Q: 3 clusters Score -2.751788e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108309 members 
Mstep: Class 2 contains 115889 members 
Entering Unmasked Estep 
Score: -27517946.000000 Penalty: 6110.861328
	Iteration 106Q: 3 clusters Score -2.751795e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107341 members 
Mstep: Class 2 contains 116857 members 
Entering Unmasked Estep 
Score: -27518054.000000 Penalty: 6110.861328
	Iteration 107Q: 3 clusters Score -2.751805e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106298 members 
Mstep: Class 2 contains 117900 members 
Entering Unmasked Estep 
Score: -27518126.000000 Penalty: 6110.861328
	Iteration 108Q: 3 clusters Score -2.751813e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105232 members 
Mstep: Class 2 contains 118966 members 
Entering Unmasked Estep 
Score: -27518216.000000 Penalty: 6110.861328
	Iteration 109Q: 3 clusters Score -2.751822e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104134 members 
Mstep: Class 2 contains 120064 members 
Entering Unmasked Estep 
Score: -27518354.000000 Penalty: 6110.861328
	Iteration 110Q: 3 clusters Score -2.751835e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102968 members 
Mstep: Class 2 contains 121230 members 
Entering Unmasked Estep 
Score: -27518606.000000 Penalty: 6110.861328
	Iteration 111Q: 3 clusters Score -2.751861e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101762 members 
Mstep: Class 2 contains 122436 members 
Entering Unmasked Estep 
Score: -27518840.000000 Penalty: 6110.861328
	Iteration 112Q: 3 clusters Score -2.751884e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100513 members 
Mstep: Class 2 contains 123685 members 
Entering Unmasked Estep 
Score: -27518978.000000 Penalty: 6110.861328
	Iteration 113Q: 3 clusters Score -2.751898e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99250 members 
Mstep: Class 2 contains 124948 members 
Entering Unmasked Estep 
Score: -27519194.000000 Penalty: 6110.861328
	Iteration 114Q: 3 clusters Score -2.751919e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97940 members 
Mstep: Class 2 contains 126258 members 
Entering Unmasked Estep 
Score: -27519224.000000 Penalty: 6110.861328
	Iteration 115Q: 3 clusters Score -2.751922e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96660 members 
Mstep: Class 2 contains 127538 members 
Entering Unmasked Estep 
Score: -27519344.000000 Penalty: 6110.861328
	Iteration 116Q: 3 clusters Score -2.751934e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95358 members 
Mstep: Class 2 contains 128840 members 
Entering Unmasked Estep 
Score: -27519536.000000 Penalty: 6110.861328
	Iteration 117Q: 3 clusters Score -2.751954e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93984 members 
Mstep: Class 2 contains 130214 members 
Entering Unmasked Estep 
Score: -27519618.000000 Penalty: 6110.861328
	Iteration 118Q: 3 clusters Score -2.751962e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92567 members 
Mstep: Class 2 contains 131631 members 
Entering Unmasked Estep 
Score: -27519696.000000 Penalty: 6110.861328
	Iteration 119Q: 3 clusters Score -2.75197e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91128 members 
Mstep: Class 2 contains 133070 members 
Entering Unmasked Estep 
Score: -27519858.000000 Penalty: 6110.861328
	Iteration 120F: 3 clusters Score -2.751986e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89780 members 
Mstep: Class 2 contains 134418 members 
Entering Unmasked Estep 
Score: -27520014.000000 Penalty: 6110.861328
	Iteration 121Q: 3 clusters Score -2.752001e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88405 members 
Mstep: Class 2 contains 135793 members 
Entering Unmasked Estep 
Score: -27520168.000000 Penalty: 6110.861328
	Iteration 122Q: 3 clusters Score -2.752017e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 137149 members 
Entering Unmasked Estep 
Score: -27520328.000000 Penalty: 6110.861328
	Iteration 123Q: 3 clusters Score -2.752033e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85684 members 
Mstep: Class 2 contains 138514 members 
Entering Unmasked Estep 
Score: -27520536.000000 Penalty: 6110.861328
	Iteration 124Q: 3 clusters Score -2.752054e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84253 members 
Mstep: Class 2 contains 139945 members 
Entering Unmasked Estep 
Score: -27520768.000000 Penalty: 6110.861328
	Iteration 125Q: 3 clusters Score -2.752077e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82800 members 
Mstep: Class 2 contains 141398 members 
Entering Unmasked Estep 
Score: -27520934.000000 Penalty: 6110.861328
	Iteration 126Q: 3 clusters Score -2.752093e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81306 members 
Mstep: Class 2 contains 142892 members 
Entering Unmasked Estep 
Score: -27521052.000000 Penalty: 6110.861328
	Iteration 127Q: 3 clusters Score -2.752105e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79841 members 
Mstep: Class 2 contains 144357 members 
Entering Unmasked Estep 
Score: -27521250.000000 Penalty: 6110.861328
	Iteration 128Q: 3 clusters Score -2.752125e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78352 members 
Mstep: Class 2 contains 145846 members 
Entering Unmasked Estep 
Score: -27521378.000000 Penalty: 6110.861328
	Iteration 129Q: 3 clusters Score -2.752138e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76846 members 
Mstep: Class 2 contains 147352 members 
Entering Unmasked Estep 
Score: -27521610.000000 Penalty: 6110.861328
	Iteration 130Q: 3 clusters Score -2.752161e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75330 members 
Mstep: Class 2 contains 148868 members 
Entering Unmasked Estep 
Score: -27521700.000000 Penalty: 6110.861328
	Iteration 131Q: 3 clusters Score -2.75217e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73760 members 
Mstep: Class 2 contains 150438 members 
Entering Unmasked Estep 
Score: -27521754.000000 Penalty: 6110.861328
	Iteration 132Q: 3 clusters Score -2.752175e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 152063 members 
Entering Unmasked Estep 
Score: -27521996.000000 Penalty: 6110.861328
	Iteration 133Q: 3 clusters Score -2.7522e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70523 members 
Mstep: Class 2 contains 153675 members 
Entering Unmasked Estep 
Score: -27522208.000000 Penalty: 6110.861328
	Iteration 134Q: 3 clusters Score -2.752221e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68933 members 
Mstep: Class 2 contains 155265 members 
Entering Unmasked Estep 
Score: -27522384.000000 Penalty: 6110.861328
	Iteration 135Q: 3 clusters Score -2.752238e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67339 members 
Mstep: Class 2 contains 156859 members 
Entering Unmasked Estep 
Score: -27522566.000000 Penalty: 6110.861328
	Iteration 136Q: 3 clusters Score -2.752257e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65799 members 
Mstep: Class 2 contains 158399 members 
Entering Unmasked Estep 
Score: -27522838.000000 Penalty: 6110.861328
	Iteration 137Q: 3 clusters Score -2.752284e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64222 members 
Mstep: Class 2 contains 159976 members 
Entering Unmasked Estep 
Score: -27523062.000000 Penalty: 6110.861328
	Iteration 138Q: 3 clusters Score -2.752306e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62704 members 
Mstep: Class 2 contains 161494 members 
Entering Unmasked Estep 
Score: -27523266.000000 Penalty: 6110.861328
	Iteration 139Q: 3 clusters Score -2.752327e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 163082 members 
Entering Unmasked Estep 
Score: -27523524.000000 Penalty: 6110.861328
	Iteration 140F: 3 clusters Score -2.752352e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 164659 members 
Entering Unmasked Estep 
Score: -27523774.000000 Penalty: 6110.861328
	Iteration 141Q: 3 clusters Score -2.752377e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 166241 members 
Entering Unmasked Estep 
Score: -27524010.000000 Penalty: 6110.861328
	Iteration 142Q: 3 clusters Score -2.752401e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 167821 members 
Entering Unmasked Estep 
Score: -27524322.000000 Penalty: 6110.861328
	Iteration 143Q: 3 clusters Score -2.752432e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Mstep: Class 2 contains 169456 members 
Entering Unmasked Estep 
Score: -27524470.000000 Penalty: 6110.861328
	Iteration 144Q: 3 clusters Score -2.752447e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 171070 members 
Entering Unmasked Estep 
Score: -27524748.000000 Penalty: 6110.861328
	Iteration 145Q: 3 clusters Score -2.752475e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 172723 members 
Entering Unmasked Estep 
Score: -27524968.000000 Penalty: 6110.861328
	Iteration 146Q: 3 clusters Score -2.752497e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 174354 members 
Entering Unmasked Estep 
Score: -27525306.000000 Penalty: 6110.861328
	Iteration 147Q: 3 clusters Score -2.752531e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 175991 members 
Entering Unmasked Estep 
Score: -27525552.000000 Penalty: 6110.861328
	Iteration 148Q: 3 clusters Score -2.752555e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 177511 members 
Entering Unmasked Estep 
Score: -27525736.000000 Penalty: 6110.861328
	Iteration 149Q: 3 clusters Score -2.752574e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 179034 members 
Entering Unmasked Estep 
Score: -27525946.000000 Penalty: 6110.861328
	Iteration 150Q: 3 clusters Score -2.752595e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 180572 members 
Entering Unmasked Estep 
Score: -27526182.000000 Penalty: 6110.861328
	Iteration 151Q: 3 clusters Score -2.752618e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 182131 members 
Entering Unmasked Estep 
Score: -27526494.000000 Penalty: 6110.861328
	Iteration 152Q: 3 clusters Score -2.752649e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 183699 members 
Entering Unmasked Estep 
Score: -27526796.000000 Penalty: 6110.861328
	Iteration 153Q: 3 clusters Score -2.75268e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 185204 members 
Entering Unmasked Estep 
Score: -27526964.000000 Penalty: 6110.861328
	Iteration 154Q: 3 clusters Score -2.752696e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 186682 members 
Entering Unmasked Estep 
Score: -27527192.000000 Penalty: 6110.861328
	Iteration 155Q: 3 clusters Score -2.752719e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 188206 members 
Entering Unmasked Estep 
Score: -27527322.000000 Penalty: 6110.861328
	Iteration 156Q: 3 clusters Score -2.752732e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 189717 members 
Entering Unmasked Estep 
Score: -27527590.000000 Penalty: 6110.861328
	Iteration 157Q: 3 clusters Score -2.752759e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 191205 members 
Entering Unmasked Estep 
Score: -27527794.000000 Penalty: 6110.861328
	Iteration 158Q: 3 clusters Score -2.752779e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 192746 members 
Entering Unmasked Estep 
Score: -27528034.000000 Penalty: 6110.861328
	Iteration 159Q: 3 clusters Score -2.752803e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 194331 members 
Entering Unmasked Estep 
Score: -27528338.000000 Penalty: 6110.861328
	Iteration 160F: 3 clusters Score -2.752834e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 195879 members 
Entering Unmasked Estep 
Score: -27528630.000000 Penalty: 6110.861328
	Iteration 161Q: 3 clusters Score -2.752863e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 197448 members 
Entering Unmasked Estep 
Score: -27528884.000000 Penalty: 6110.861328
	Iteration 162Q: 3 clusters Score -2.752888e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 199067 members 
Entering Unmasked Estep 
Score: -27529126.000000 Penalty: 6110.861328
	Iteration 163Q: 3 clusters Score -2.752913e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 200645 members 
Entering Unmasked Estep 
Score: -27529286.000000 Penalty: 6110.861328
	Iteration 164Q: 3 clusters Score -2.752929e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 202287 members 
Entering Unmasked Estep 
Score: -27529506.000000 Penalty: 6110.861328
	Iteration 165Q: 3 clusters Score -2.752951e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 203908 members 
Entering Unmasked Estep 
Score: -27529828.000000 Penalty: 6110.861328
	Iteration 166Q: 3 clusters Score -2.752983e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 205505 members 
Entering Unmasked Estep 
Score: -27530042.000000 Penalty: 6110.861328
	Iteration 167Q: 3 clusters Score -2.753004e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 207053 members 
Entering Unmasked Estep 
Score: -27530394.000000 Penalty: 6110.861328
	Iteration 168Q: 3 clusters Score -2.753039e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 208529 members 
Entering Unmasked Estep 
Score: -27530696.000000 Penalty: 6110.861328
	Iteration 169Q: 3 clusters Score -2.75307e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 209975 members 
Entering Unmasked Estep 
Score: -27530974.000000 Penalty: 6110.861328
	Iteration 170Q: 3 clusters Score -2.753097e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 211339 members 
Entering Unmasked Estep 
Score: -27531380.000000 Penalty: 6110.861328
	Iteration 171Q: 3 clusters Score -2.753138e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 212645 members 
Entering Unmasked Estep 
Score: -27531710.000000 Penalty: 6110.861328
	Iteration 172Q: 3 clusters Score -2.753171e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 213868 members 
Entering Unmasked Estep 
Score: -27532048.000000 Penalty: 6110.861328
	Iteration 173Q: 3 clusters Score -2.753205e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 215016 members 
Entering Unmasked Estep 
Score: -27532348.000000 Penalty: 6110.861328
	Iteration 174Q: 3 clusters Score -2.753235e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 216041 members 
Entering Unmasked Estep 
Score: -27532692.000000 Penalty: 6110.861328
	Iteration 175Q: 3 clusters Score -2.753269e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 216961 members 
Entering Unmasked Estep 
Score: -27532882.000000 Penalty: 6110.861328
	Iteration 176Q: 3 clusters Score -2.753288e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 217767 members 
Entering Unmasked Estep 
Score: -27533246.000000 Penalty: 6110.861328
	Iteration 177Q: 3 clusters Score -2.753325e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 218404 members 
Entering Unmasked Estep 
Score: -27533408.000000 Penalty: 6110.861328
	Iteration 178Q: 3 clusters Score -2.753341e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 218907 members 
Entering Unmasked Estep 
Score: -27533534.000000 Penalty: 6110.861328
	Iteration 179Q: 3 clusters Score -2.753353e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 219357 members 
Entering Unmasked Estep 
Score: -27533686.000000 Penalty: 6110.861328
	Iteration 180F: 3 clusters Score -2.753369e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 219746 members 
Entering Unmasked Estep 
Score: -27533792.000000 Penalty: 6110.861328
	Iteration 181Q: 3 clusters Score -2.753379e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 220066 members 
Entering Unmasked Estep 
Score: -27533848.000000 Penalty: 6110.861328
	Iteration 182Q: 3 clusters Score -2.753385e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 220339 members 
Entering Unmasked Estep 
Score: -27533904.000000 Penalty: 6110.861328
	Iteration 183Q: 3 clusters Score -2.75339e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 220556 members 
Entering Unmasked Estep 
Score: -27534032.000000 Penalty: 6110.861328
	Iteration 184Q: 3 clusters Score -2.753403e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 220723 members 
Entering Unmasked Estep 
Score: -27534022.000000 Penalty: 6110.861328
	Iteration 185Q: 3 clusters Score -2.753402e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 220835 members 
Entering Unmasked Estep 
Score: -27534106.000000 Penalty: 6110.861328
	Iteration 186Q: 3 clusters Score -2.753411e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 220927 members 
Entering Unmasked Estep 
Score: -27534120.000000 Penalty: 6110.861328
	Iteration 187Q: 3 clusters Score -2.753412e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 221016 members 
Entering Unmasked Estep 
Score: -27534174.000000 Penalty: 6110.861328
	Iteration 188Q: 3 clusters Score -2.753417e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 221117 members 
Entering Unmasked Estep 
Score: -27534242.000000 Penalty: 6110.861328
	Iteration 189Q: 3 clusters Score -2.753424e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 221211 members 
Entering Unmasked Estep 
Score: -27534384.000000 Penalty: 6110.861328
	Iteration 190Q: 3 clusters Score -2.753438e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 221302 members 
Entering Unmasked Estep 
Score: -27534486.000000 Penalty: 6110.861328
	Iteration 191Q: 3 clusters Score -2.753449e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 221380 members 
Entering Unmasked Estep 
Score: -27534564.000000 Penalty: 6110.861328
	Iteration 192Q: 3 clusters Score -2.753456e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 221427 members 
Entering Unmasked Estep 
Score: -27534706.000000 Penalty: 6110.861328
	Iteration 193Q: 3 clusters Score -2.753471e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 221468 members 
Entering Unmasked Estep 
Score: -27534772.000000 Penalty: 6110.861328
	Iteration 194Q: 3 clusters Score -2.753477e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 221480 members 
Entering Unmasked Estep 
Score: -27534806.000000 Penalty: 6110.861328
	Iteration 195Q: 3 clusters Score -2.753481e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 221466 members 
Entering Unmasked Estep 
Score: -27534828.000000 Penalty: 6110.861328
	Iteration 196Q: 3 clusters Score -2.753483e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 221447 members 
Entering Unmasked Estep 
Score: -27534916.000000 Penalty: 6110.861328
	Iteration 197Q: 3 clusters Score -2.753492e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 221424 members 
Entering Unmasked Estep 
Score: -27534918.000000 Penalty: 6110.861328
	Iteration 198Q: 3 clusters Score -2.753492e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 221408 members 
Entering Unmasked Estep 
Score: -27534978.000000 Penalty: 6110.861328
	Iteration 199Q: 3 clusters Score -2.753498e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 221389 members 
Entering Unmasked Estep 
Score: -27535020.000000 Penalty: 6110.861328
	Iteration 200F: 3 clusters Score -2.753502e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 221358 members 
Entering Unmasked Estep 
Score: -27535042.000000 Penalty: 6110.861328
	Iteration 201Q: 3 clusters Score -2.753504e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 221329 members 
Entering Unmasked Estep 
Score: -27535050.000000 Penalty: 6110.861328
	Iteration 202Q: 3 clusters Score -2.753505e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 221302 members 
Entering Unmasked Estep 
Score: -27535098.000000 Penalty: 6110.861328
	Iteration 203Q: 3 clusters Score -2.75351e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 221263 members 
Entering Unmasked Estep 
Score: -27535100.000000 Penalty: 6110.861328
	Iteration 204Q: 3 clusters Score -2.75351e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 221233 members 
Entering Unmasked Estep 
Score: -27535114.000000 Penalty: 6110.861328
	Iteration 205Q: 3 clusters Score -2.753511e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 221209 members 
Entering Unmasked Estep 
Score: -27535142.000000 Penalty: 6110.861328
	Iteration 206Q: 3 clusters Score -2.753514e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 221189 members 
Entering Unmasked Estep 
Score: -27535154.000000 Penalty: 6110.861328
	Iteration 207Q: 3 clusters Score -2.753515e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 221153 members 
Entering Unmasked Estep 
Score: -27535164.000000 Penalty: 6110.861328
	Iteration 208Q: 3 clusters Score -2.753516e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 221131 members 
Entering Unmasked Estep 
Score: -27535178.000000 Penalty: 6110.861328
	Iteration 209Q: 3 clusters Score -2.753518e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 221109 members 
Entering Unmasked Estep 
Score: -27535180.000000 Penalty: 6110.861328
	Iteration 210Q: 3 clusters Score -2.753518e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 221086 members 
Entering Unmasked Estep 
Score: -27535180.000000 Penalty: 6110.861328
	Iteration 211Q: 3 clusters Score -2.753518e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 221059 members 
Entering Unmasked Estep 
Score: -27535182.000000 Penalty: 6110.861328
	Iteration 212Q: 3 clusters Score -2.753518e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 221035 members 
Entering Unmasked Estep 
Score: -27535220.000000 Penalty: 6110.861328
	Iteration 213Q: 3 clusters Score -2.753522e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 221004 members 
Entering Unmasked Estep 
Score: -27535216.000000 Penalty: 6110.861328
	Iteration 214Q: 3 clusters Score -2.753522e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 220984 members 
Entering Unmasked Estep 
Score: -27535240.000000 Penalty: 6110.861328
	Iteration 215Q: 3 clusters Score -2.753524e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 220957 members 
Entering Unmasked Estep 
Score: -27535214.000000 Penalty: 6110.861328
	Iteration 216Q: 3 clusters Score -2.753521e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 220935 members 
Entering Unmasked Estep 
Score: -27535216.000000 Penalty: 6110.861328
	Iteration 217Q: 3 clusters Score -2.753522e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 220917 members 
Entering Unmasked Estep 
Score: -27535210.000000 Penalty: 6110.861328
	Iteration 218Q: 3 clusters Score -2.753521e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 220892 members 
Entering Unmasked Estep 
Score: -27535220.000000 Penalty: 6110.861328
	Iteration 219Q: 3 clusters Score -2.753522e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 220875 members 
Entering Unmasked Estep 
Score: -27535238.000000 Penalty: 6110.861328
	Iteration 220F: 3 clusters Score -2.753524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 220855 members 
Entering Unmasked Estep 
Score: -27535246.000000 Penalty: 6110.861328
	Iteration 221Q: 3 clusters Score -2.753525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 220845 members 
Entering Unmasked Estep 
Score: -27535252.000000 Penalty: 6110.861328
	Iteration 222Q: 3 clusters Score -2.753525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 220839 members 
Entering Unmasked Estep 
Score: -27535244.000000 Penalty: 6110.861328
	Iteration 223Q: 3 clusters Score -2.753524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 220830 members 
Entering Unmasked Estep 
Score: -27535252.000000 Penalty: 6110.861328
	Iteration 224Q: 3 clusters Score -2.753525e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 220818 members 
Entering Unmasked Estep 
Score: -27535252.000000 Penalty: 6110.861328
	Iteration 225Q: 3 clusters Score -2.753525e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 220807 members 
Entering Unmasked Estep 
Score: -27535262.000000 Penalty: 6110.861328
	Iteration 226Q: 3 clusters Score -2.753526e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 220800 members 
Entering Unmasked Estep 
Score: -27535232.000000 Penalty: 6110.861328
	Iteration 227Q: 3 clusters Score -2.753523e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 220793 members 
Entering Unmasked Estep 
Score: -27535244.000000 Penalty: 6110.861328
	Iteration 228Q: 3 clusters Score -2.753524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 220781 members 
Entering Unmasked Estep 
Score: -27535242.000000 Penalty: 6110.861328
	Iteration 229Q: 3 clusters Score -2.753524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 220771 members 
Entering Unmasked Estep 
Score: -27535258.000000 Penalty: 6110.861328
	Iteration 230Q: 3 clusters Score -2.753526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 220759 members 
Entering Unmasked Estep 
Score: -27535246.000000 Penalty: 6110.861328
	Iteration 231Q: 3 clusters Score -2.753525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 220749 members 
Entering Unmasked Estep 
Score: -27535242.000000 Penalty: 6110.861328
	Iteration 232Q: 3 clusters Score -2.753524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 220746 members 
Entering Unmasked Estep 
Score: -27535234.000000 Penalty: 6110.861328
	Iteration 233Q: 3 clusters Score -2.753523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 220744 members 
Entering Unmasked Estep 
Score: -27535238.000000 Penalty: 6110.861328
	Iteration 234Q: 3 clusters Score -2.753524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 220743 members 
Entering Unmasked Estep 
Score: -27535234.000000 Penalty: 6110.861328
	Iteration 235Q: 3 clusters Score -2.753523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 220745 members 
Entering Unmasked Estep 
Score: -27535232.000000 Penalty: 6110.861328
	Iteration 236Q: 3 clusters Score -2.753523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 220745 members 
Entering Unmasked Estep 
Score: -27535232.000000 Penalty: 6110.861328
	Iteration 237F: 3 clusters Score -2.753523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Entering Unmasked Estep 
Score: -415513.156250 Penalty: 2016.400635
	Iteration 0F: 2 clusters Score -415513.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -412005.281250 Penalty: 4032.801270
	Iteration 0F: 3 clusters Score -412005.3 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -412800.062500 Penalty: 4032.801270
	Iteration 1F: 3 clusters Score -412800.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -413009.812500 Penalty: 4032.801270
	Iteration 2F: 3 clusters Score -413009.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -413134.968750 Penalty: 4032.801270
	Iteration 3F: 3 clusters Score -413135 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -413213.468750 Penalty: 4032.801270
	Iteration 4Q: 3 clusters Score -413213.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -413265.812500 Penalty: 4032.801270
	Iteration 5Q: 3 clusters Score -413265.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -413311.000000 Penalty: 4032.801270
	Iteration 6Q: 3 clusters Score -413311 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -413347.750000 Penalty: 4032.801270
	Iteration 7Q: 3 clusters Score -413347.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -413382.312500 Penalty: 4032.801270
	Iteration 8Q: 3 clusters Score -413382.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -413413.281250 Penalty: 4032.801270
	Iteration 9Q: 3 clusters Score -413413.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -413441.187500 Penalty: 4032.801270
	Iteration 10Q: 3 clusters Score -413441.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -413469.781250 Penalty: 4032.801270
	Iteration 11Q: 3 clusters Score -413469.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -413492.812500 Penalty: 4032.801270
	Iteration 12Q: 3 clusters Score -413492.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -413518.187500 Penalty: 4032.801270
	Iteration 13Q: 3 clusters Score -413518.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -413537.281250 Penalty: 4032.801270
	Iteration 14Q: 3 clusters Score -413537.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -413554.375000 Penalty: 4032.801270
	Iteration 15Q: 3 clusters Score -413554.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -413567.906250 Penalty: 4032.801270
	Iteration 16Q: 3 clusters Score -413567.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -413581.406250 Penalty: 4032.801270
	Iteration 17Q: 3 clusters Score -413581.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -413598.031250 Penalty: 4032.801270
	Iteration 18Q: 3 clusters Score -413598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -413614.875000 Penalty: 4032.801270
	Iteration 19Q: 3 clusters Score -413614.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -413634.687500 Penalty: 4032.801270
	Iteration 20F: 3 clusters Score -413634.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -413650.031250 Penalty: 4032.801270
	Iteration 21Q: 3 clusters Score -413650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -413663.968750 Penalty: 4032.801270
	Iteration 22Q: 3 clusters Score -413664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -413675.625000 Penalty: 4032.801270
	Iteration 23Q: 3 clusters Score -413675.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -413688.343750 Penalty: 4032.801270
	Iteration 24Q: 3 clusters Score -413688.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -413699.843750 Penalty: 4032.801270
	Iteration 25Q: 3 clusters Score -413699.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -413709.812500 Penalty: 4032.801270
	Iteration 26Q: 3 clusters Score -413709.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -413719.968750 Penalty: 4032.801270
	Iteration 27Q: 3 clusters Score -413720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -413732.281250 Penalty: 4032.801270
	Iteration 28Q: 3 clusters Score -413732.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -413746.062500 Penalty: 4032.801270
	Iteration 29Q: 3 clusters Score -413746.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -413758.250000 Penalty: 4032.801270
	Iteration 30Q: 3 clusters Score -413758.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -413766.218750 Penalty: 4032.801270
	Iteration 31Q: 3 clusters Score -413766.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -413773.468750 Penalty: 4032.801270
	Iteration 32Q: 3 clusters Score -413773.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -413780.218750 Penalty: 4032.801270
	Iteration 33Q: 3 clusters Score -413780.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -413794.968750 Penalty: 4032.801270
	Iteration 34Q: 3 clusters Score -413795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -413807.812500 Penalty: 4032.801270
	Iteration 35Q: 3 clusters Score -413807.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -413817.906250 Penalty: 4032.801270
	Iteration 36Q: 3 clusters Score -413817.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -413828.187500 Penalty: 4032.801270
	Iteration 37Q: 3 clusters Score -413828.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -413842.250000 Penalty: 4032.801270
	Iteration 38Q: 3 clusters Score -413842.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -413854.062500 Penalty: 4032.801270
	Iteration 39Q: 3 clusters Score -413854.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -413860.718750 Penalty: 4032.801270
	Iteration 40F: 3 clusters Score -413860.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -413874.593750 Penalty: 4032.801270
	Iteration 41Q: 3 clusters Score -413874.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -413887.812500 Penalty: 4032.801270
	Iteration 42Q: 3 clusters Score -413887.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -413900.937500 Penalty: 4032.801270
	Iteration 43Q: 3 clusters Score -413900.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -413910.093750 Penalty: 4032.801270
	Iteration 44Q: 3 clusters Score -413910.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -413920.250000 Penalty: 4032.801270
	Iteration 45Q: 3 clusters Score -413920.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -413931.031250 Penalty: 4032.801270
	Iteration 46Q: 3 clusters Score -413931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -413953.750000 Penalty: 4032.801270
	Iteration 47Q: 3 clusters Score -413953.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -413973.843750 Penalty: 4032.801270
	Iteration 48Q: 3 clusters Score -413973.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -413994.937500 Penalty: 4032.801270
	Iteration 49Q: 3 clusters Score -413994.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -414023.218750 Penalty: 4032.801270
	Iteration 50Q: 3 clusters Score -414023.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -414052.343750 Penalty: 4032.801270
	Iteration 51Q: 3 clusters Score -414052.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -414099.156250 Penalty: 4032.801270
	Iteration 52Q: 3 clusters Score -414099.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -414135.937500 Penalty: 4032.801270
	Iteration 53Q: 3 clusters Score -414135.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -414161.906250 Penalty: 4032.801270
	Iteration 54Q: 3 clusters Score -414161.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -414178.312500 Penalty: 4032.801270
	Iteration 55Q: 3 clusters Score -414178.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -414193.437500 Penalty: 4032.801270
	Iteration 56Q: 3 clusters Score -414193.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -414210.437500 Penalty: 4032.801270
	Iteration 57Q: 3 clusters Score -414210.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -414221.781250 Penalty: 4032.801270
	Iteration 58Q: 3 clusters Score -414221.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -414234.031250 Penalty: 4032.801270
	Iteration 59Q: 3 clusters Score -414234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -414250.593750 Penalty: 4032.801270
	Iteration 60F: 3 clusters Score -414250.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -414266.875000 Penalty: 4032.801270
	Iteration 61Q: 3 clusters Score -414266.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -414289.281250 Penalty: 4032.801270
	Iteration 62Q: 3 clusters Score -414289.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -414311.437500 Penalty: 4032.801270
	Iteration 63Q: 3 clusters Score -414311.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -414330.687500 Penalty: 4032.801270
	Iteration 64Q: 3 clusters Score -414330.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -414344.406250 Penalty: 4032.801270
	Iteration 65Q: 3 clusters Score -414344.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -414358.906250 Penalty: 4032.801270
	Iteration 66Q: 3 clusters Score -414358.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -414384.000000 Penalty: 4032.801270
	Iteration 67Q: 3 clusters Score -414384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -414411.125000 Penalty: 4032.801270
	Iteration 68Q: 3 clusters Score -414411.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -414439.968750 Penalty: 4032.801270
	Iteration 69Q: 3 clusters Score -414440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -414475.937500 Penalty: 4032.801270
	Iteration 70Q: 3 clusters Score -414475.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -414521.875000 Penalty: 4032.801270
	Iteration 71Q: 3 clusters Score -414521.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -414588.531250 Penalty: 4032.801270
	Iteration 72Q: 3 clusters Score -414588.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -414673.156250 Penalty: 4032.801270
	Iteration 73Q: 3 clusters Score -414673.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -414788.156250 Penalty: 4032.801270
	Iteration 74Q: 3 clusters Score -414788.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -414933.250000 Penalty: 4032.801270
	Iteration 75Q: 3 clusters Score -414933.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -415131.250000 Penalty: 4032.801270
	Iteration 76Q: 3 clusters Score -415131.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -415393.406250 Penalty: 4032.801270
	Iteration 77Q: 3 clusters Score -415393.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -415695.218750 Penalty: 4032.801270
	Iteration 78Q: 3 clusters Score -415695.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -416035.468750 Penalty: 4032.801270
	Iteration 79Q: 3 clusters Score -416035.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -416277.750000 Penalty: 4032.801270
	Iteration 80F: 3 clusters Score -416277.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -416322.000000 Penalty: 4032.801270
	Iteration 81Q: 3 clusters Score -416322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -416328.125000 Penalty: 4032.801270
	Iteration 82Q: 3 clusters Score -416328.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -416332.562500 Penalty: 4032.801270
	Iteration 83Q: 3 clusters Score -416332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -416332.500000 Penalty: 4032.801270
	Iteration 84Q: 3 clusters Score -416332.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -416332.500000 Penalty: 4032.801270
	Iteration 85F: 3 clusters Score -416332.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24885 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197431 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256158 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23942 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17258 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59694 members 
Mstep: Class 17 contains 182059 members 
Mstep: Class 18 contains 49113 members 
Mstep: Class 19 contains 224198 members 
Mstep: Class 20 contains 1699 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30714 members 
Mstep: Class 24 contains 528 members 
Mstep: Class 25 contains 33907 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5257 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 1698 members 
Entering Unmasked Estep 
Score: -148073840.000000 Penalty: 121824.687500
Splitting cluster 20 changes total score from -148074608.000000 to -148073840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (12606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Entering Unmasked Estep 
Score: -1502423.875000 Penalty: 2341.598145
	Iteration 0F: 2 clusters Score -1502424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1493049.000000 Penalty: 4683.196289
	Iteration 0F: 3 clusters Score -1493049 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1495970.875000 Penalty: 4683.196289
	Iteration 1F: 3 clusters Score -1495971 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1496365.000000 Penalty: 4683.196289
	Iteration 2F: 3 clusters Score -1496365 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1496738.125000 Penalty: 4683.196289
	Iteration 3F: 3 clusters Score -1496738 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1497205.250000 Penalty: 4683.196289
	Iteration 4F: 3 clusters Score -1497205 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1497730.125000 Penalty: 4683.196289
	Iteration 5F: 3 clusters Score -1497730 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1498240.000000 Penalty: 4683.196289
	Iteration 6F: 3 clusters Score -1498240 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1498739.375000 Penalty: 4683.196289
	Iteration 7F: 3 clusters Score -1498739 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1499169.125000 Penalty: 4683.196289
	Iteration 8F: 3 clusters Score -1499169 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1499498.750000 Penalty: 4683.196289
	Iteration 9Q: 3 clusters Score -1499499 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1499792.000000 Penalty: 4683.196289
	Iteration 10Q: 3 clusters Score -1499792 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1500063.000000 Penalty: 4683.196289
	Iteration 11Q: 3 clusters Score -1500063 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1500354.000000 Penalty: 4683.196289
	Iteration 12Q: 3 clusters Score -1500354 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1500667.000000 Penalty: 4683.196289
	Iteration 13Q: 3 clusters Score -1500667 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1500985.000000 Penalty: 4683.196289
	Iteration 14Q: 3 clusters Score -1500985 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1501242.375000 Penalty: 4683.196289
	Iteration 15Q: 3 clusters Score -1501242 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1501426.250000 Penalty: 4683.196289
	Iteration 16Q: 3 clusters Score -1501426 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1501512.125000 Penalty: 4683.196289
	Iteration 17Q: 3 clusters Score -1501512 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1501558.625000 Penalty: 4683.196289
	Iteration 18Q: 3 clusters Score -1501559 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1501580.875000 Penalty: 4683.196289
	Iteration 19Q: 3 clusters Score -1501581 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1501601.625000 Penalty: 4683.196289
	Iteration 20F: 3 clusters Score -1501602 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1501613.375000 Penalty: 4683.196289
	Iteration 21Q: 3 clusters Score -1501613 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1501617.625000 Penalty: 4683.196289
	Iteration 22Q: 3 clusters Score -1501618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1501627.000000 Penalty: 4683.196289
	Iteration 23Q: 3 clusters Score -1501627 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1501634.125000 Penalty: 4683.196289
	Iteration 24Q: 3 clusters Score -1501634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1501637.500000 Penalty: 4683.196289
	Iteration 25Q: 3 clusters Score -1501638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1501636.750000 Penalty: 4683.196289
	Iteration 26Q: 3 clusters Score -1501637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1501649.125000 Penalty: 4683.196289
	Iteration 27Q: 3 clusters Score -1501649 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1501651.125000 Penalty: 4683.196289
	Iteration 28Q: 3 clusters Score -1501651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1501659.000000 Penalty: 4683.196289
	Iteration 29Q: 3 clusters Score -1501659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1501662.625000 Penalty: 4683.196289
	Iteration 30Q: 3 clusters Score -1501663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1501659.000000 Penalty: 4683.196289
	Iteration 31Q: 3 clusters Score -1501659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1501660.250000 Penalty: 4683.196289
	Iteration 32Q: 3 clusters Score -1501660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1501660.625000 Penalty: 4683.196289
	Iteration 33Q: 3 clusters Score -1501661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1501662.875000 Penalty: 4683.196289
	Iteration 34Q: 3 clusters Score -1501663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1501670.125000 Penalty: 4683.196289
	Iteration 35Q: 3 clusters Score -1501670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1501675.875000 Penalty: 4683.196289
	Iteration 36Q: 3 clusters Score -1501676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1501674.875000 Penalty: 4683.196289
	Iteration 37Q: 3 clusters Score -1501675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1501678.250000 Penalty: 4683.196289
	Iteration 38Q: 3 clusters Score -1501678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1501680.625000 Penalty: 4683.196289
	Iteration 39Q: 3 clusters Score -1501681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1501679.625000 Penalty: 4683.196289
	Iteration 40F: 3 clusters Score -1501680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1501680.750000 Penalty: 4683.196289
	Iteration 41Q: 3 clusters Score -1501681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1501679.125000 Penalty: 4683.196289
	Iteration 42Q: 3 clusters Score -1501679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1501682.875000 Penalty: 4683.196289
	Iteration 43Q: 3 clusters Score -1501683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1501684.750000 Penalty: 4683.196289
	Iteration 44Q: 3 clusters Score -1501685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1501685.250000 Penalty: 4683.196289
	Iteration 45Q: 3 clusters Score -1501685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1501683.875000 Penalty: 4683.196289
	Iteration 46Q: 3 clusters Score -1501684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1501685.250000 Penalty: 4683.196289
	Iteration 47Q: 3 clusters Score -1501685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1501686.625000 Penalty: 4683.196289
	Iteration 48Q: 3 clusters Score -1501687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1501688.000000 Penalty: 4683.196289
	Iteration 49Q: 3 clusters Score -1501688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1501688.500000 Penalty: 4683.196289
	Iteration 50Q: 3 clusters Score -1501688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1501690.750000 Penalty: 4683.196289
	Iteration 51Q: 3 clusters Score -1501691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1501687.875000 Penalty: 4683.196289
	Iteration 52Q: 3 clusters Score -1501688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1501685.375000 Penalty: 4683.196289
	Iteration 53Q: 3 clusters Score -1501685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1501687.375000 Penalty: 4683.196289
	Iteration 54Q: 3 clusters Score -1501687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1501688.375000 Penalty: 4683.196289
	Iteration 55Q: 3 clusters Score -1501688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1501689.250000 Penalty: 4683.196289
	Iteration 56Q: 3 clusters Score -1501689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1501687.000000 Penalty: 4683.196289
	Iteration 57Q: 3 clusters Score -1501687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1501687.750000 Penalty: 4683.196289
	Iteration 58Q: 3 clusters Score -1501688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1501687.750000 Penalty: 4683.196289
	Iteration 59F: 3 clusters Score -1501688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -220876.656250 Penalty: 1889.813354
	Iteration 0F: 2 clusters Score -220876.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -218292.390625 Penalty: 3779.626709
	Iteration 0F: 3 clusters Score -218292.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -218909.718750 Penalty: 3779.626709
	Iteration 1F: 3 clusters Score -218909.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -219187.500000 Penalty: 3779.626709
	Iteration 2F: 3 clusters Score -219187.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -219428.484375 Penalty: 3779.626709
	Iteration 3F: 3 clusters Score -219428.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -219668.796875 Penalty: 3779.626709
	Iteration 4F: 3 clusters Score -219668.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -219878.578125 Penalty: 3779.626709
	Iteration 5F: 3 clusters Score -219878.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -220053.062500 Penalty: 3779.626709
	Iteration 6Q: 3 clusters Score -220053.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -220187.250000 Penalty: 3779.626709
	Iteration 7Q: 3 clusters Score -220187.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -220295.640625 Penalty: 3779.626709
	Iteration 8Q: 3 clusters Score -220295.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -220381.640625 Penalty: 3779.626709
	Iteration 9Q: 3 clusters Score -220381.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -220418.765625 Penalty: 3779.626709
	Iteration 10Q: 3 clusters Score -220418.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -220445.531250 Penalty: 3779.626709
	Iteration 11Q: 3 clusters Score -220445.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -220461.765625 Penalty: 3779.626709
	Iteration 12Q: 3 clusters Score -220461.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -220468.781250 Penalty: 3779.626709
	Iteration 13Q: 3 clusters Score -220468.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -220470.828125 Penalty: 3779.626709
	Iteration 14Q: 3 clusters Score -220470.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -220470.828125 Penalty: 3779.626709
	Iteration 15F: 3 clusters Score -220470.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Entering Unmasked Estep 
Score: -3523763.000000 Penalty: 2562.453613
	Iteration 0F: 2 clusters Score -3523763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -3502711.500000 Penalty: 5124.907227
	Iteration 0F: 3 clusters Score -3502712 nChanged 13831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3510308.000000 Penalty: 5124.907227
	Iteration 1F: 3 clusters Score -3510308 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -3510814.750000 Penalty: 5124.907227
	Iteration 2Q: 3 clusters Score -3510815 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -3511255.000000 Penalty: 5124.907227
	Iteration 3Q: 3 clusters Score -3511255 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -3511654.500000 Penalty: 5124.907227
	Iteration 4Q: 3 clusters Score -3511654 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3512047.750000 Penalty: 5124.907227
	Iteration 5Q: 3 clusters Score -3512048 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -3512480.000000 Penalty: 5124.907227
	Iteration 6Q: 3 clusters Score -3512480 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -3512965.500000 Penalty: 5124.907227
	Iteration 7Q: 3 clusters Score -3512966 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -3513513.500000 Penalty: 5124.907227
	Iteration 8Q: 3 clusters Score -3513514 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -3514142.250000 Penalty: 5124.907227
	Iteration 9Q: 3 clusters Score -3514142 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -3514821.250000 Penalty: 5124.907227
	Iteration 10Q: 3 clusters Score -3514821 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -3515547.250000 Penalty: 5124.907227
	Iteration 11Q: 3 clusters Score -3515547 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3516298.750000 Penalty: 5124.907227
	Iteration 12Q: 3 clusters Score -3516299 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -3516966.750000 Penalty: 5124.907227
	Iteration 13Q: 3 clusters Score -3516967 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -3517447.000000 Penalty: 5124.907227
	Iteration 14Q: 3 clusters Score -3517447 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3517793.500000 Penalty: 5124.907227
	Iteration 15Q: 3 clusters Score -3517794 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -3518036.500000 Penalty: 5124.907227
	Iteration 16Q: 3 clusters Score -3518036 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -3518249.750000 Penalty: 5124.907227
	Iteration 17Q: 3 clusters Score -3518250 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -3518451.500000 Penalty: 5124.907227
	Iteration 18Q: 3 clusters Score -3518452 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -3518641.750000 Penalty: 5124.907227
	Iteration 19Q: 3 clusters Score -3518642 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -3518832.000000 Penalty: 5124.907227
	Iteration 20F: 3 clusters Score -3518832 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -3519014.750000 Penalty: 5124.907227
	Iteration 21Q: 3 clusters Score -3519015 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -3519217.750000 Penalty: 5124.907227
	Iteration 22Q: 3 clusters Score -3519218 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3519422.750000 Penalty: 5124.907227
	Iteration 23Q: 3 clusters Score -3519423 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -3519597.250000 Penalty: 5124.907227
	Iteration 24Q: 3 clusters Score -3519597 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -3519760.250000 Penalty: 5124.907227
	Iteration 25Q: 3 clusters Score -3519760 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -3519902.750000 Penalty: 5124.907227
	Iteration 26Q: 3 clusters Score -3519903 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3520068.750000 Penalty: 5124.907227
	Iteration 27Q: 3 clusters Score -3520069 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3520219.000000 Penalty: 5124.907227
	Iteration 28Q: 3 clusters Score -3520219 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -3520403.750000 Penalty: 5124.907227
	Iteration 29Q: 3 clusters Score -3520404 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3520573.000000 Penalty: 5124.907227
	Iteration 30Q: 3 clusters Score -3520573 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -3520748.750000 Penalty: 5124.907227
	Iteration 31Q: 3 clusters Score -3520749 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3520900.500000 Penalty: 5124.907227
	Iteration 32Q: 3 clusters Score -3520900 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3521039.750000 Penalty: 5124.907227
	Iteration 33Q: 3 clusters Score -3521040 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3521163.500000 Penalty: 5124.907227
	Iteration 34Q: 3 clusters Score -3521164 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3521260.500000 Penalty: 5124.907227
	Iteration 35Q: 3 clusters Score -3521260 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3521352.750000 Penalty: 5124.907227
	Iteration 36Q: 3 clusters Score -3521353 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -3521450.500000 Penalty: 5124.907227
	Iteration 37Q: 3 clusters Score -3521450 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -3521542.750000 Penalty: 5124.907227
	Iteration 38Q: 3 clusters Score -3521543 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -3521634.250000 Penalty: 5124.907227
	Iteration 39Q: 3 clusters Score -3521634 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -3521715.250000 Penalty: 5124.907227
	Iteration 40F: 3 clusters Score -3521715 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -3521782.500000 Penalty: 5124.907227
	Iteration 41Q: 3 clusters Score -3521782 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -3521831.750000 Penalty: 5124.907227
	Iteration 42Q: 3 clusters Score -3521832 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -3521897.000000 Penalty: 5124.907227
	Iteration 43Q: 3 clusters Score -3521897 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -3521955.500000 Penalty: 5124.907227
	Iteration 44Q: 3 clusters Score -3521956 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -3522003.500000 Penalty: 5124.907227
	Iteration 45Q: 3 clusters Score -3522004 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -3522043.000000 Penalty: 5124.907227
	Iteration 46Q: 3 clusters Score -3522043 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -3522083.750000 Penalty: 5124.907227
	Iteration 47Q: 3 clusters Score -3522084 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -3522121.500000 Penalty: 5124.907227
	Iteration 48Q: 3 clusters Score -3522122 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -3522135.500000 Penalty: 5124.907227
	Iteration 49Q: 3 clusters Score -3522136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -3522165.750000 Penalty: 5124.907227
	Iteration 50Q: 3 clusters Score -3522166 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -3522173.500000 Penalty: 5124.907227
	Iteration 51Q: 3 clusters Score -3522174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -3522185.000000 Penalty: 5124.907227
	Iteration 52Q: 3 clusters Score -3522185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -3522188.500000 Penalty: 5124.907227
	Iteration 53Q: 3 clusters Score -3522188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -3522195.250000 Penalty: 5124.907227
	Iteration 54Q: 3 clusters Score -3522195 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -3522217.250000 Penalty: 5124.907227
	Iteration 55Q: 3 clusters Score -3522217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -3522219.750000 Penalty: 5124.907227
	Iteration 56Q: 3 clusters Score -3522220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -3522225.750000 Penalty: 5124.907227
	Iteration 57Q: 3 clusters Score -3522226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -3522227.250000 Penalty: 5124.907227
	Iteration 58Q: 3 clusters Score -3522227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -3522238.000000 Penalty: 5124.907227
	Iteration 59Q: 3 clusters Score -3522238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -3522240.500000 Penalty: 5124.907227
	Iteration 60F: 3 clusters Score -3522240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -3522247.000000 Penalty: 5124.907227
	Iteration 61Q: 3 clusters Score -3522247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -3522248.250000 Penalty: 5124.907227
	Iteration 62Q: 3 clusters Score -3522248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -3522261.000000 Penalty: 5124.907227
	Iteration 63Q: 3 clusters Score -3522261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -3522267.000000 Penalty: 5124.907227
	Iteration 64Q: 3 clusters Score -3522267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -3522265.750000 Penalty: 5124.907227
	Iteration 65Q: 3 clusters Score -3522266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -3522267.750000 Penalty: 5124.907227
	Iteration 66Q: 3 clusters Score -3522268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -3522276.250000 Penalty: 5124.907227
	Iteration 67Q: 3 clusters Score -3522276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -3522280.750000 Penalty: 5124.907227
	Iteration 68Q: 3 clusters Score -3522281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -3522282.250000 Penalty: 5124.907227
	Iteration 69Q: 3 clusters Score -3522282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -3522285.500000 Penalty: 5124.907227
	Iteration 70Q: 3 clusters Score -3522286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -3522299.750000 Penalty: 5124.907227
	Iteration 71Q: 3 clusters Score -3522300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -3522302.500000 Penalty: 5124.907227
	Iteration 72Q: 3 clusters Score -3522302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -3522311.750000 Penalty: 5124.907227
	Iteration 73Q: 3 clusters Score -3522312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -3522316.000000 Penalty: 5124.907227
	Iteration 74Q: 3 clusters Score -3522316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -3522325.750000 Penalty: 5124.907227
	Iteration 75Q: 3 clusters Score -3522326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -3522323.750000 Penalty: 5124.907227
	Iteration 76Q: 3 clusters Score -3522324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -3522333.000000 Penalty: 5124.907227
	Iteration 77Q: 3 clusters Score -3522333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -3522328.250000 Penalty: 5124.907227
	Iteration 78Q: 3 clusters Score -3522328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -3522336.250000 Penalty: 5124.907227
	Iteration 79Q: 3 clusters Score -3522336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -3522339.000000 Penalty: 5124.907227
	Iteration 80F: 3 clusters Score -3522339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -3522343.250000 Penalty: 5124.907227
	Iteration 81Q: 3 clusters Score -3522343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -3522343.000000 Penalty: 5124.907227
	Iteration 82Q: 3 clusters Score -3522343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -3522345.250000 Penalty: 5124.907227
	Iteration 83Q: 3 clusters Score -3522345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -3522349.000000 Penalty: 5124.907227
	Iteration 84Q: 3 clusters Score -3522349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -3522348.750000 Penalty: 5124.907227
	Iteration 85Q: 3 clusters Score -3522349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -3522352.000000 Penalty: 5124.907227
	Iteration 86Q: 3 clusters Score -3522352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -3522354.250000 Penalty: 5124.907227
	Iteration 87Q: 3 clusters Score -3522354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3522355.750000 Penalty: 5124.907227
	Iteration 88Q: 3 clusters Score -3522356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3522357.000000 Penalty: 5124.907227
	Iteration 89Q: 3 clusters Score -3522357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -3522362.000000 Penalty: 5124.907227
	Iteration 90Q: 3 clusters Score -3522362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -3522364.500000 Penalty: 5124.907227
	Iteration 91Q: 3 clusters Score -3522364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -3522360.750000 Penalty: 5124.907227
	Iteration 92Q: 3 clusters Score -3522361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3522358.500000 Penalty: 5124.907227
	Iteration 93Q: 3 clusters Score -3522358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -3522360.500000 Penalty: 5124.907227
	Iteration 94Q: 3 clusters Score -3522360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -3522361.500000 Penalty: 5124.907227
	Iteration 95Q: 3 clusters Score -3522362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -3522365.500000 Penalty: 5124.907227
	Iteration 96Q: 3 clusters Score -3522366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -3522365.250000 Penalty: 5124.907227
	Iteration 97Q: 3 clusters Score -3522365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -3522362.500000 Penalty: 5124.907227
	Iteration 98Q: 3 clusters Score -3522362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -3522362.500000 Penalty: 5124.907227
	Iteration 99F: 3 clusters Score -3522362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -43375.261719 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -43375.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42099.781250 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -42099.78 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42751.500000 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -42751.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43351.742188 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -43351.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -43590.863281 Penalty: 3109.471680
	Iteration 3F: 3 clusters Score -43590.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -43668.250000 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -43668.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43748.171875 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -43748.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -43820.093750 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -43820.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -43851.742188 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -43851.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -43866.363281 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -43866.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -43885.316406 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -43885.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -43903.683594 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -43903.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -43938.007812 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -43938.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -43967.312500 Penalty: 3109.471680
	Iteration 12Q: 3 clusters Score -43967.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43992.097656 Penalty: 3109.471680
	Iteration 13Q: 3 clusters Score -43992.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -44007.148438 Penalty: 3109.471680
	Iteration 14Q: 3 clusters Score -44007.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -44039.035156 Penalty: 3109.471680
	Iteration 15Q: 3 clusters Score -44039.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -44107.089844 Penalty: 3109.471680
	Iteration 16Q: 3 clusters Score -44107.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44228.101562 Penalty: 3109.471680
	Iteration 17Q: 3 clusters Score -44228.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44444.539062 Penalty: 3109.471680
	Iteration 18Q: 3 clusters Score -44444.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44843.480469 Penalty: 3109.471680
	Iteration 19Q: 3 clusters Score -44843.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45452.074219 Penalty: 3109.471680
	Iteration 20F: 3 clusters Score -45452.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45502.910156 Penalty: 3109.471680
	Iteration 21Q: 3 clusters Score -45502.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45502.910156 Penalty: 3109.471680
	Iteration 22F: 3 clusters Score -45502.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24885 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197431 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256158 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23942 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17258 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59694 members 
Mstep: Class 17 contains 182059 members 
Mstep: Class 18 contains 49113 members 
Mstep: Class 19 contains 224198 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30714 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 33907 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5257 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 187 members 
Entering Unmasked Estep 
Score: -148075024.000000 Penalty: 121824.687500
Splitting cluster 24 changes total score from -148074608.000000 to -148075024.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 25 (33907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Entering Unmasked Estep 
Score: -4214034.500000 Penalty: 2586.981445
	Iteration 0F: 2 clusters Score -4214034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -4190804.750000 Penalty: 5173.962891
	Iteration 0F: 3 clusters Score -4190805 nChanged 15410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -4199397.000000 Penalty: 5173.962891
	Iteration 1F: 3 clusters Score -4199397 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -4199931.000000 Penalty: 5173.962891
	Iteration 2Q: 3 clusters Score -4199931 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -4200490.500000 Penalty: 5173.962891
	Iteration 3Q: 3 clusters Score -4200490 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -4201135.500000 Penalty: 5173.962891
	Iteration 4Q: 3 clusters Score -4201136 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -4202129.500000 Penalty: 5173.962891
	Iteration 5F: 3 clusters Score -4202130 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -4203567.500000 Penalty: 5173.962891
	Iteration 6F: 3 clusters Score -4203568 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -4205546.500000 Penalty: 5173.962891
	Iteration 7F: 3 clusters Score -4205546 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -4207728.000000 Penalty: 5173.962891
	Iteration 8F: 3 clusters Score -4207728 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -4209450.500000 Penalty: 5173.962891
	Iteration 9F: 3 clusters Score -4209450 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -4210509.000000 Penalty: 5173.962891
	Iteration 10Q: 3 clusters Score -4210509 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -4211070.000000 Penalty: 5173.962891
	Iteration 11Q: 3 clusters Score -4211070 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -4211370.500000 Penalty: 5173.962891
	Iteration 12Q: 3 clusters Score -4211370 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -4211541.500000 Penalty: 5173.962891
	Iteration 13Q: 3 clusters Score -4211542 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -4211655.500000 Penalty: 5173.962891
	Iteration 14Q: 3 clusters Score -4211656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -4211718.000000 Penalty: 5173.962891
	Iteration 15Q: 3 clusters Score -4211718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -4211749.500000 Penalty: 5173.962891
	Iteration 16Q: 3 clusters Score -4211750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -4211774.000000 Penalty: 5173.962891
	Iteration 17Q: 3 clusters Score -4211774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -4211793.000000 Penalty: 5173.962891
	Iteration 18Q: 3 clusters Score -4211793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -4211808.000000 Penalty: 5173.962891
	Iteration 19Q: 3 clusters Score -4211808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -4211818.000000 Penalty: 5173.962891
	Iteration 20F: 3 clusters Score -4211818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -4211823.000000 Penalty: 5173.962891
	Iteration 21Q: 3 clusters Score -4211823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -4211827.500000 Penalty: 5173.962891
	Iteration 22Q: 3 clusters Score -4211828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -4211827.500000 Penalty: 5173.962891
	Iteration 23F: 3 clusters Score -4211828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Entering Unmasked Estep 
Score: -943279.750000 Penalty: 2234.221436
	Iteration 0F: 2 clusters Score -943279.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -936810.312500 Penalty: 4468.442871
	Iteration 0F: 3 clusters Score -936810.3 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -938741.187500 Penalty: 4468.442871
	Iteration 1F: 3 clusters Score -938741.2 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -939361.062500 Penalty: 4468.442871
	Iteration 2F: 3 clusters Score -939361.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -940158.187500 Penalty: 4468.442871
	Iteration 3F: 3 clusters Score -940158.2 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -940968.187500 Penalty: 4468.442871
	Iteration 4F: 3 clusters Score -940968.2 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -941545.375000 Penalty: 4468.442871
	Iteration 5F: 3 clusters Score -941545.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -941943.125000 Penalty: 4468.442871
	Iteration 6F: 3 clusters Score -941943.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -942242.937500 Penalty: 4468.442871
	Iteration 7Q: 3 clusters Score -942242.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -942494.187500 Penalty: 4468.442871
	Iteration 8Q: 3 clusters Score -942494.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -942736.687500 Penalty: 4468.442871
	Iteration 9Q: 3 clusters Score -942736.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -942923.500000 Penalty: 4468.442871
	Iteration 10Q: 3 clusters Score -942923.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -943023.500000 Penalty: 4468.442871
	Iteration 11Q: 3 clusters Score -943023.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -943079.375000 Penalty: 4468.442871
	Iteration 12Q: 3 clusters Score -943079.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -943124.750000 Penalty: 4468.442871
	Iteration 13Q: 3 clusters Score -943124.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -943151.062500 Penalty: 4468.442871
	Iteration 14Q: 3 clusters Score -943151.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -943171.125000 Penalty: 4468.442871
	Iteration 15Q: 3 clusters Score -943171.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -943184.500000 Penalty: 4468.442871
	Iteration 16Q: 3 clusters Score -943184.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -943194.250000 Penalty: 4468.442871
	Iteration 17Q: 3 clusters Score -943194.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -943203.312500 Penalty: 4468.442871
	Iteration 18Q: 3 clusters Score -943203.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -943212.625000 Penalty: 4468.442871
	Iteration 19Q: 3 clusters Score -943212.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -943216.687500 Penalty: 4468.442871
	Iteration 20F: 3 clusters Score -943216.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -943224.000000 Penalty: 4468.442871
	Iteration 21Q: 3 clusters Score -943224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -943231.312500 Penalty: 4468.442871
	Iteration 22Q: 3 clusters Score -943231.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -943234.812500 Penalty: 4468.442871
	Iteration 23Q: 3 clusters Score -943234.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -943238.062500 Penalty: 4468.442871
	Iteration 24Q: 3 clusters Score -943238.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -943239.000000 Penalty: 4468.442871
	Iteration 25Q: 3 clusters Score -943239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -943241.125000 Penalty: 4468.442871
	Iteration 26Q: 3 clusters Score -943241.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -943243.062500 Penalty: 4468.442871
	Iteration 27Q: 3 clusters Score -943243.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -943245.875000 Penalty: 4468.442871
	Iteration 28Q: 3 clusters Score -943245.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -943247.875000 Penalty: 4468.442871
	Iteration 29Q: 3 clusters Score -943247.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -943252.312500 Penalty: 4468.442871
	Iteration 30Q: 3 clusters Score -943252.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -943255.000000 Penalty: 4468.442871
	Iteration 31Q: 3 clusters Score -943255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -943259.687500 Penalty: 4468.442871
	Iteration 32Q: 3 clusters Score -943259.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -943259.812500 Penalty: 4468.442871
	Iteration 33Q: 3 clusters Score -943259.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -943262.562500 Penalty: 4468.442871
	Iteration 34Q: 3 clusters Score -943262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -943262.812500 Penalty: 4468.442871
	Iteration 35Q: 3 clusters Score -943262.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -943262.812500 Penalty: 4468.442871
	Iteration 36F: 3 clusters Score -943262.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Entering Unmasked Estep 
Score: -193862.828125 Penalty: 1841.192993
	Iteration 0F: 2 clusters Score -193862.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -191406.562500 Penalty: 3682.385986
	Iteration 0F: 3 clusters Score -191406.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -191818.203125 Penalty: 3682.385986
	Iteration 1F: 3 clusters Score -191818.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -191951.875000 Penalty: 3682.385986
	Iteration 2F: 3 clusters Score -191951.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -192045.343750 Penalty: 3682.385986
	Iteration 3Q: 3 clusters Score -192045.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -192118.812500 Penalty: 3682.385986
	Iteration 4Q: 3 clusters Score -192118.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -192182.218750 Penalty: 3682.385986
	Iteration 5Q: 3 clusters Score -192182.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -192251.843750 Penalty: 3682.385986
	Iteration 6Q: 3 clusters Score -192251.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -192284.031250 Penalty: 3682.385986
	Iteration 7Q: 3 clusters Score -192284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -192306.140625 Penalty: 3682.385986
	Iteration 8Q: 3 clusters Score -192306.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -192326.000000 Penalty: 3682.385986
	Iteration 9Q: 3 clusters Score -192326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -192334.984375 Penalty: 3682.385986
	Iteration 10Q: 3 clusters Score -192335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -192343.421875 Penalty: 3682.385986
	Iteration 11Q: 3 clusters Score -192343.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -192355.906250 Penalty: 3682.385986
	Iteration 12Q: 3 clusters Score -192355.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -192370.921875 Penalty: 3682.385986
	Iteration 13Q: 3 clusters Score -192370.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -192384.640625 Penalty: 3682.385986
	Iteration 14Q: 3 clusters Score -192384.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -192397.125000 Penalty: 3682.385986
	Iteration 15Q: 3 clusters Score -192397.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -192408.406250 Penalty: 3682.385986
	Iteration 16Q: 3 clusters Score -192408.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -192418.265625 Penalty: 3682.385986
	Iteration 17Q: 3 clusters Score -192418.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -192421.906250 Penalty: 3682.385986
	Iteration 18Q: 3 clusters Score -192421.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -192425.328125 Penalty: 3682.385986
	Iteration 19Q: 3 clusters Score -192425.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -192427.671875 Penalty: 3682.385986
	Iteration 20F: 3 clusters Score -192427.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -70476.203125 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -70476.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68930.312500 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -68930.31 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -69424.890625 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -69424.89 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -69805.101562 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -69805.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -70190.515625 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -70190.52 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -70454.351562 Penalty: 3261.237549
	Iteration 4F: 3 clusters Score -70454.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -70658.968750 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -70658.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -70801.835938 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -70801.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -71041.140625 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -71041.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -71268.875000 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -71268.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -71401.359375 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -71401.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -71668.000000 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -71668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -71810.867188 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -71810.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -71817.015625 Penalty: 3261.237549
	Iteration 12Q: 3 clusters Score -71817.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -71819.296875 Penalty: 3261.237549
	Iteration 13F: 3 clusters Score -71819.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -71836.125000 Penalty: 3261.237549
	Iteration 14Q: 3 clusters Score -71836.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -71836.125000 Penalty: 3261.237549
	Iteration 15F: 3 clusters Score -71836.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24885 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197431 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256158 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23942 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17258 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59694 members 
Mstep: Class 17 contains 182059 members 
Mstep: Class 18 contains 49113 members 
Mstep: Class 19 contains 224198 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30714 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 33907 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 229 members 
Mstep: Class 29 contains 5257 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 187 members 
Mstep: Class 36 contains 488 members 
Entering Unmasked Estep 
Score: -148074560.000000 Penalty: 125305.390625
Splitting cluster 28 changes total score from -148074608.000000 to -148074560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (5257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Entering Unmasked Estep 
Score: -557200.875000 Penalty: 2124.694336
	Iteration 0F: 2 clusters Score -557200.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -552548.375000 Penalty: 4249.388672
	Iteration 0F: 3 clusters Score -552548.4 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -553889.312500 Penalty: 4249.388672
	Iteration 1F: 3 clusters Score -553889.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -554399.250000 Penalty: 4249.388672
	Iteration 2F: 3 clusters Score -554399.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -554823.250000 Penalty: 4249.388672
	Iteration 3F: 3 clusters Score -554823.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -555130.000000 Penalty: 4249.388672
	Iteration 4F: 3 clusters Score -555130 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -555375.125000 Penalty: 4249.388672
	Iteration 5F: 3 clusters Score -555375.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -555600.625000 Penalty: 4249.388672
	Iteration 6Q: 3 clusters Score -555600.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -555805.312500 Penalty: 4249.388672
	Iteration 7Q: 3 clusters Score -555805.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -555936.000000 Penalty: 4249.388672
	Iteration 8Q: 3 clusters Score -555936 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -556011.125000 Penalty: 4249.388672
	Iteration 9Q: 3 clusters Score -556011.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -556062.812500 Penalty: 4249.388672
	Iteration 10Q: 3 clusters Score -556062.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -556107.812500 Penalty: 4249.388672
	Iteration 11Q: 3 clusters Score -556107.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -556147.062500 Penalty: 4249.388672
	Iteration 12Q: 3 clusters Score -556147.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -556188.687500 Penalty: 4249.388672
	Iteration 13Q: 3 clusters Score -556188.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -556239.625000 Penalty: 4249.388672
	Iteration 14Q: 3 clusters Score -556239.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -556281.562500 Penalty: 4249.388672
	Iteration 15Q: 3 clusters Score -556281.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -556331.312500 Penalty: 4249.388672
	Iteration 16Q: 3 clusters Score -556331.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -556374.125000 Penalty: 4249.388672
	Iteration 17Q: 3 clusters Score -556374.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -556404.187500 Penalty: 4249.388672
	Iteration 18Q: 3 clusters Score -556404.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -556423.500000 Penalty: 4249.388672
	Iteration 19Q: 3 clusters Score -556423.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -556438.812500 Penalty: 4249.388672
	Iteration 20F: 3 clusters Score -556438.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -556455.750000 Penalty: 4249.388672
	Iteration 21Q: 3 clusters Score -556455.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -556471.250000 Penalty: 4249.388672
	Iteration 22Q: 3 clusters Score -556471.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -556478.875000 Penalty: 4249.388672
	Iteration 23Q: 3 clusters Score -556478.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -556485.625000 Penalty: 4249.388672
	Iteration 24Q: 3 clusters Score -556485.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -556492.000000 Penalty: 4249.388672
	Iteration 25Q: 3 clusters Score -556492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -556502.250000 Penalty: 4249.388672
	Iteration 26Q: 3 clusters Score -556502.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -556507.125000 Penalty: 4249.388672
	Iteration 27Q: 3 clusters Score -556507.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -556515.437500 Penalty: 4249.388672
	Iteration 28Q: 3 clusters Score -556515.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -556521.375000 Penalty: 4249.388672
	Iteration 29Q: 3 clusters Score -556521.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -556524.312500 Penalty: 4249.388672
	Iteration 30Q: 3 clusters Score -556524.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -556527.687500 Penalty: 4249.388672
	Iteration 31Q: 3 clusters Score -556527.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -556532.062500 Penalty: 4249.388672
	Iteration 32Q: 3 clusters Score -556532.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -556532.562500 Penalty: 4249.388672
	Iteration 33Q: 3 clusters Score -556532.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -556533.750000 Penalty: 4249.388672
	Iteration 34Q: 3 clusters Score -556533.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -556535.125000 Penalty: 4249.388672
	Iteration 35Q: 3 clusters Score -556535.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -556535.687500 Penalty: 4249.388672
	Iteration 36Q: 3 clusters Score -556535.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -556537.875000 Penalty: 4249.388672
	Iteration 37Q: 3 clusters Score -556537.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -556538.687500 Penalty: 4249.388672
	Iteration 38Q: 3 clusters Score -556538.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -556539.062500 Penalty: 4249.388672
	Iteration 39Q: 3 clusters Score -556539.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -556538.062500 Penalty: 4249.388672
	Iteration 40F: 3 clusters Score -556538.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -66576.734375 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -66576.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65054.597656 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -65054.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65309.523438 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -65309.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -65478.320312 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -65478.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -65605.460938 Penalty: 3173.703125
	Iteration 3F: 3 clusters Score -65605.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -65748.750000 Penalty: 3173.703125
	Iteration 4F: 3 clusters Score -65748.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -65891.062500 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -65891.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -66171.281250 Penalty: 3173.703125
	Iteration 6F: 3 clusters Score -66171.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -66511.742188 Penalty: 3173.703125
	Iteration 7F: 3 clusters Score -66511.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -66612.140625 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -66612.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -66661.585938 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -66661.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -66666.148438 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -66666.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -66666.148438 Penalty: 3173.703125
	Iteration 11F: 3 clusters Score -66666.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24885 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197431 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256158 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23942 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17258 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59694 members 
Mstep: Class 17 contains 182059 members 
Mstep: Class 18 contains 49113 members 
Mstep: Class 19 contains 224198 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30714 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 33907 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5257 members 
Mstep: Class 30 contains 425 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 187 members 
Mstep: Class 36 contains 176 members 
Entering Unmasked Estep 
Score: -148073280.000000 Penalty: 125305.390625
Splitting cluster 30 changes total score from -148074608.000000 to -148073280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (6187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Entering Unmasked Estep 
Score: -734589.750000 Penalty: 2165.091064
	Iteration 0F: 2 clusters Score -734589.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -729356.687500 Penalty: 4330.182129
	Iteration 0F: 3 clusters Score -729356.7 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -730873.750000 Penalty: 4330.182129
	Iteration 1F: 3 clusters Score -730873.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -731199.125000 Penalty: 4330.182129
	Iteration 2F: 3 clusters Score -731199.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -731463.437500 Penalty: 4330.182129
	Iteration 3F: 3 clusters Score -731463.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -731728.187500 Penalty: 4330.182129
	Iteration 4F: 3 clusters Score -731728.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -732025.812500 Penalty: 4330.182129
	Iteration 5F: 3 clusters Score -732025.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -732353.125000 Penalty: 4330.182129
	Iteration 6F: 3 clusters Score -732353.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -732630.562500 Penalty: 4330.182129
	Iteration 7F: 3 clusters Score -732630.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -732849.625000 Penalty: 4330.182129
	Iteration 8Q: 3 clusters Score -732849.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -733011.312500 Penalty: 4330.182129
	Iteration 9Q: 3 clusters Score -733011.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -733125.062500 Penalty: 4330.182129
	Iteration 10Q: 3 clusters Score -733125.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -733203.937500 Penalty: 4330.182129
	Iteration 11Q: 3 clusters Score -733203.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -733254.312500 Penalty: 4330.182129
	Iteration 12Q: 3 clusters Score -733254.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -733288.500000 Penalty: 4330.182129
	Iteration 13Q: 3 clusters Score -733288.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -733323.500000 Penalty: 4330.182129
	Iteration 14Q: 3 clusters Score -733323.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -733341.312500 Penalty: 4330.182129
	Iteration 15Q: 3 clusters Score -733341.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -733352.062500 Penalty: 4330.182129
	Iteration 16Q: 3 clusters Score -733352.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -733365.437500 Penalty: 4330.182129
	Iteration 17Q: 3 clusters Score -733365.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -733374.750000 Penalty: 4330.182129
	Iteration 18Q: 3 clusters Score -733374.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -733380.187500 Penalty: 4330.182129
	Iteration 19Q: 3 clusters Score -733380.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -733382.375000 Penalty: 4330.182129
	Iteration 20F: 3 clusters Score -733382.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -733382.125000 Penalty: 4330.182129
	Iteration 21Q: 3 clusters Score -733382.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -733383.187500 Penalty: 4330.182129
	Iteration 22Q: 3 clusters Score -733383.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -733382.250000 Penalty: 4330.182129
	Iteration 23Q: 3 clusters Score -733382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -733386.750000 Penalty: 4330.182129
	Iteration 24Q: 3 clusters Score -733386.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -733387.625000 Penalty: 4330.182129
	Iteration 25Q: 3 clusters Score -733387.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -733391.187500 Penalty: 4330.182129
	Iteration 26Q: 3 clusters Score -733391.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -733394.062500 Penalty: 4330.182129
	Iteration 27Q: 3 clusters Score -733394.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -733398.062500 Penalty: 4330.182129
	Iteration 28Q: 3 clusters Score -733398.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -733400.750000 Penalty: 4330.182129
	Iteration 29Q: 3 clusters Score -733400.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -733401.062500 Penalty: 4330.182129
	Iteration 30Q: 3 clusters Score -733401.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -733404.687500 Penalty: 4330.182129
	Iteration 31Q: 3 clusters Score -733404.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -733407.062500 Penalty: 4330.182129
	Iteration 32Q: 3 clusters Score -733407.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -733410.875000 Penalty: 4330.182129
	Iteration 33Q: 3 clusters Score -733410.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -733413.750000 Penalty: 4330.182129
	Iteration 34Q: 3 clusters Score -733413.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -733414.750000 Penalty: 4330.182129
	Iteration 35Q: 3 clusters Score -733414.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -733418.375000 Penalty: 4330.182129
	Iteration 36Q: 3 clusters Score -733418.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -733421.687500 Penalty: 4330.182129
	Iteration 37Q: 3 clusters Score -733421.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -733422.562500 Penalty: 4330.182129
	Iteration 38Q: 3 clusters Score -733422.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -733422.625000 Penalty: 4330.182129
	Iteration 39Q: 3 clusters Score -733422.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -733423.750000 Penalty: 4330.182129
	Iteration 40F: 3 clusters Score -733423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -733425.687500 Penalty: 4330.182129
	Iteration 41Q: 3 clusters Score -733425.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -733424.375000 Penalty: 4330.182129
	Iteration 42Q: 3 clusters Score -733424.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -733426.312500 Penalty: 4330.182129
	Iteration 43Q: 3 clusters Score -733426.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -733427.000000 Penalty: 4330.182129
	Iteration 44Q: 3 clusters Score -733427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -733427.000000 Penalty: 4330.182129
	Iteration 45F: 3 clusters Score -733427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Entering Unmasked Estep 
Score: -334434.062500 Penalty: 1975.024414
	Iteration 0F: 2 clusters Score -334434.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -331211.062500 Penalty: 3950.048828
	Iteration 0F: 3 clusters Score -331211.1 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -331941.593750 Penalty: 3950.048828
	Iteration 1F: 3 clusters Score -331941.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -332159.250000 Penalty: 3950.048828
	Iteration 2F: 3 clusters Score -332159.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -332285.375000 Penalty: 3950.048828
	Iteration 3F: 3 clusters Score -332285.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -332381.312500 Penalty: 3950.048828
	Iteration 4Q: 3 clusters Score -332381.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -332478.281250 Penalty: 3950.048828
	Iteration 5Q: 3 clusters Score -332478.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -332550.781250 Penalty: 3950.048828
	Iteration 6Q: 3 clusters Score -332550.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -332615.843750 Penalty: 3950.048828
	Iteration 7Q: 3 clusters Score -332615.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -332683.875000 Penalty: 3950.048828
	Iteration 8Q: 3 clusters Score -332683.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -332730.968750 Penalty: 3950.048828
	Iteration 9Q: 3 clusters Score -332731 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -332764.031250 Penalty: 3950.048828
	Iteration 10Q: 3 clusters Score -332764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -332793.062500 Penalty: 3950.048828
	Iteration 11Q: 3 clusters Score -332793.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -332816.218750 Penalty: 3950.048828
	Iteration 12Q: 3 clusters Score -332816.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -332842.468750 Penalty: 3950.048828
	Iteration 13Q: 3 clusters Score -332842.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -332857.468750 Penalty: 3950.048828
	Iteration 14Q: 3 clusters Score -332857.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -332863.062500 Penalty: 3950.048828
	Iteration 15Q: 3 clusters Score -332863.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -332869.343750 Penalty: 3950.048828
	Iteration 16Q: 3 clusters Score -332869.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -332876.281250 Penalty: 3950.048828
	Iteration 17Q: 3 clusters Score -332876.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -332885.500000 Penalty: 3950.048828
	Iteration 18Q: 3 clusters Score -332885.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -332893.437500 Penalty: 3950.048828
	Iteration 19Q: 3 clusters Score -332893.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -332899.000000 Penalty: 3950.048828
	Iteration 20F: 3 clusters Score -332899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -332907.500000 Penalty: 3950.048828
	Iteration 21Q: 3 clusters Score -332907.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -332913.437500 Penalty: 3950.048828
	Iteration 22Q: 3 clusters Score -332913.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -332919.062500 Penalty: 3950.048828
	Iteration 23Q: 3 clusters Score -332919.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -332922.687500 Penalty: 3950.048828
	Iteration 24Q: 3 clusters Score -332922.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -332926.875000 Penalty: 3950.048828
	Iteration 25Q: 3 clusters Score -332926.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -332930.406250 Penalty: 3950.048828
	Iteration 26Q: 3 clusters Score -332930.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -332937.187500 Penalty: 3950.048828
	Iteration 27Q: 3 clusters Score -332937.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -332944.250000 Penalty: 3950.048828
	Iteration 28Q: 3 clusters Score -332944.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -332948.468750 Penalty: 3950.048828
	Iteration 29Q: 3 clusters Score -332948.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -332951.906250 Penalty: 3950.048828
	Iteration 30Q: 3 clusters Score -332951.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -332952.656250 Penalty: 3950.048828
	Iteration 31Q: 3 clusters Score -332952.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -332953.125000 Penalty: 3950.048828
	Iteration 32Q: 3 clusters Score -332953.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -332953.968750 Penalty: 3950.048828
	Iteration 33Q: 3 clusters Score -332954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -332954.406250 Penalty: 3950.048828
	Iteration 34Q: 3 clusters Score -332954.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -332954.406250 Penalty: 3950.048828
	Iteration 35F: 3 clusters Score -332954.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Entering Unmasked Estep 
Score: -153983.421875 Penalty: 1772.399536
	Iteration 0F: 2 clusters Score -153983.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -151853.437500 Penalty: 3544.799072
	Iteration 0F: 3 clusters Score -151853.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -152180.375000 Penalty: 3544.799072
	Iteration 1F: 3 clusters Score -152180.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -152301.218750 Penalty: 3544.799072
	Iteration 2F: 3 clusters Score -152301.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -152363.656250 Penalty: 3544.799072
	Iteration 3Q: 3 clusters Score -152363.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -152390.343750 Penalty: 3544.799072
	Iteration 4Q: 3 clusters Score -152390.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -152408.359375 Penalty: 3544.799072
	Iteration 5Q: 3 clusters Score -152408.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -152419.296875 Penalty: 3544.799072
	Iteration 6Q: 3 clusters Score -152419.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -152427.234375 Penalty: 3544.799072
	Iteration 7Q: 3 clusters Score -152427.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -152430.765625 Penalty: 3544.799072
	Iteration 8Q: 3 clusters Score -152430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -152433.984375 Penalty: 3544.799072
	Iteration 9Q: 3 clusters Score -152434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -152435.578125 Penalty: 3544.799072
	Iteration 10Q: 3 clusters Score -152435.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -152436.406250 Penalty: 3544.799072
	Iteration 11Q: 3 clusters Score -152436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -152437.765625 Penalty: 3544.799072
	Iteration 12Q: 3 clusters Score -152437.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -152438.546875 Penalty: 3544.799072
	Iteration 13Q: 3 clusters Score -152438.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -152438.953125 Penalty: 3544.799072
	Iteration 14Q: 3 clusters Score -152439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -152439.578125 Penalty: 3544.799072
	Iteration 15Q: 3 clusters Score -152439.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -152439.578125 Penalty: 3544.799072
	Iteration 16F: 3 clusters Score -152439.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -69083.890625 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -69083.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67429.265625 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -67429.27 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67638.101562 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -67638.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67740.882812 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -67740.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67777.078125 Penalty: 3213.340576
	Iteration 3Q: 3 clusters Score -67777.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -67797.523438 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -67797.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67811.156250 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -67811.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67821.750000 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -67821.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67830.453125 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -67830.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67831.937500 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -67831.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67836.671875 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -67836.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67847.132812 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -67847.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67857.328125 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -67857.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67871.945312 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -67871.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -67884.265625 Penalty: 3213.340576
	Iteration 13Q: 3 clusters Score -67884.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67896.539062 Penalty: 3213.340576
	Iteration 14Q: 3 clusters Score -67896.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67917.179688 Penalty: 3213.340576
	Iteration 15Q: 3 clusters Score -67917.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67958.460938 Penalty: 3213.340576
	Iteration 16Q: 3 clusters Score -67958.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67987.992188 Penalty: 3213.340576
	Iteration 17Q: 3 clusters Score -67987.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68000.078125 Penalty: 3213.340576
	Iteration 18Q: 3 clusters Score -68000.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68023.945312 Penalty: 3213.340576
	Iteration 19Q: 3 clusters Score -68023.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68030.921875 Penalty: 3213.340576
	Iteration 20F: 3 clusters Score -68030.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68037.125000 Penalty: 3213.340576
	Iteration 21Q: 3 clusters Score -68037.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68037.125000 Penalty: 3213.340576
	Iteration 22F: 3 clusters Score -68037.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 410 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24885 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197431 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256158 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23942 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17258 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59694 members 
Mstep: Class 17 contains 182059 members 
Mstep: Class 18 contains 49113 members 
Mstep: Class 19 contains 224198 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30714 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 33907 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5257 members 
Mstep: Class 30 contains 601 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075216.000000 Penalty: 121824.687500
Iteration 159Q: 36 clusters Score -1.480752e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 401 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24885 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197435 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256162 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23942 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 17258 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 12170 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59694 members 
Mstep: Class 17 contains 182061 members 
Mstep: Class 18 contains 49113 members 
Mstep: Class 19 contains 224181 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30717 members 
Mstep: Class 24 contains 344 members 
Mstep: Class 25 contains 33908 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 598 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075888.000000 Penalty: 121824.687500
Iteration 160F: 36 clusters Score -1.480759e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24885 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197435 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256157 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23941 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17258 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59694 members 
Mstep: Class 17 contains 182065 members 
Mstep: Class 18 contains 49113 members 
Mstep: Class 19 contains 224181 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30719 members 
Mstep: Class 24 contains 345 members 
Mstep: Class 25 contains 33910 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 597 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075952.000000 Penalty: 121824.687500
Iteration 161Q: 36 clusters Score -1.48076e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24885 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197438 members 
Mstep: Class 7 contains 48338 members 
Mstep: Class 8 contains 256154 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23942 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17260 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 12169 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59693 members 
Mstep: Class 17 contains 182066 members 
Mstep: Class 18 contains 49114 members 
Mstep: Class 19 contains 224170 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30722 members 
Mstep: Class 24 contains 348 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 595 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075936.000000 Penalty: 121824.687500
Iteration 162Q: 36 clusters Score -1.480759e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24885 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197439 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256154 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17262 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182065 members 
Mstep: Class 18 contains 49113 members 
Mstep: Class 19 contains 224165 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30726 members 
Mstep: Class 24 contains 350 members 
Mstep: Class 25 contains 33914 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 593 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075904.000000 Penalty: 121824.687500
Iteration 163Q: 36 clusters Score -1.480759e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24885 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197438 members 
Mstep: Class 7 contains 48335 members 
Mstep: Class 8 contains 256157 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23946 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17264 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182066 members 
Mstep: Class 18 contains 49113 members 
Mstep: Class 19 contains 224158 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30728 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33914 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6187 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075888.000000 Penalty: 121824.687500
Iteration 164Q: 36 clusters Score -1.480759e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24885 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197441 members 
Mstep: Class 7 contains 48335 members 
Mstep: Class 8 contains 256156 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17263 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182066 members 
Mstep: Class 18 contains 49113 members 
Mstep: Class 19 contains 224155 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30729 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33914 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075856.000000 Penalty: 121824.687500
Iteration 165Q: 36 clusters Score -1.480759e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197441 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256154 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17264 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182066 members 
Mstep: Class 18 contains 49115 members 
Mstep: Class 19 contains 224151 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30729 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33915 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075920.000000 Penalty: 121824.687500
Iteration 166Q: 36 clusters Score -1.480759e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24887 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197442 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256150 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23946 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17264 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182068 members 
Mstep: Class 18 contains 49117 members 
Mstep: Class 19 contains 224149 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33914 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148075968.000000 Penalty: 121824.687500
Iteration 167Q: 36 clusters Score -1.48076e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24887 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197446 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256147 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17264 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182069 members 
Mstep: Class 18 contains 49118 members 
Mstep: Class 19 contains 224147 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33913 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076000.000000 Penalty: 121824.687500
Iteration 168Q: 36 clusters Score -1.48076e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24887 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197449 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256145 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17264 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182069 members 
Mstep: Class 18 contains 49119 members 
Mstep: Class 19 contains 224146 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076048.000000 Penalty: 121824.687500
Iteration 169Q: 36 clusters Score -1.48076e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24887 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197448 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256145 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17264 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182070 members 
Mstep: Class 18 contains 49119 members 
Mstep: Class 19 contains 224146 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076016.000000 Penalty: 121824.687500
Iteration 170Q: 36 clusters Score -1.48076e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24887 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197449 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256146 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17264 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182070 members 
Mstep: Class 18 contains 49119 members 
Mstep: Class 19 contains 224144 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076048.000000 Penalty: 121824.687500
Iteration 171Q: 36 clusters Score -1.48076e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24887 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197450 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256145 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17264 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182071 members 
Mstep: Class 18 contains 49119 members 
Mstep: Class 19 contains 224143 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076032.000000 Penalty: 121824.687500
Iteration 172Q: 36 clusters Score -1.48076e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24887 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197453 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256140 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17264 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182071 members 
Mstep: Class 18 contains 49120 members 
Mstep: Class 19 contains 224145 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33911 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076064.000000 Penalty: 121824.687500
Iteration 173Q: 36 clusters Score -1.480761e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24887 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197455 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256141 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17264 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182071 members 
Mstep: Class 18 contains 49120 members 
Mstep: Class 19 contains 224142 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33911 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076080.000000 Penalty: 121824.687500
Iteration 174Q: 36 clusters Score -1.480761e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24887 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197461 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256136 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17264 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182071 members 
Mstep: Class 18 contains 49120 members 
Mstep: Class 19 contains 224141 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33911 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076096.000000 Penalty: 121824.687500
Iteration 175Q: 36 clusters Score -1.480761e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24887 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197463 members 
Mstep: Class 7 contains 48336 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17264 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182071 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224141 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33911 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076080.000000 Penalty: 121824.687500
Iteration 176Q: 36 clusters Score -1.480761e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24887 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197463 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256129 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17263 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182072 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224142 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33911 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076096.000000 Penalty: 121824.687500
Iteration 177Q: 36 clusters Score -1.480761e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48338 members 
Mstep: Class 8 contains 256130 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17263 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182073 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224142 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33911 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076032.000000 Penalty: 121824.687500
Iteration 178Q: 36 clusters Score -1.48076e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256131 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182076 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224140 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076080.000000 Penalty: 121824.687500
Iteration 179Q: 36 clusters Score -1.480761e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 397 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256132 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182074 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224141 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076128.000000 Penalty: 121824.687500
Iteration 180F: 36 clusters Score -1.480761e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 395 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182074 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224140 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076256.000000 Penalty: 121824.687500
Iteration 181Q: 36 clusters Score -1.480763e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 395 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076256.000000 Penalty: 121824.687500
Iteration 182Q: 36 clusters Score -1.480763e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 395 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076288.000000 Penalty: 121824.687500
Iteration 183F: 36 clusters Score -1.480763e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 394 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076320.000000 Penalty: 121824.687500
Iteration 184Q: 36 clusters Score -1.480763e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 394 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076320.000000 Penalty: 121824.687500
Iteration 185F: 36 clusters Score -1.480763e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 393 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076352.000000 Penalty: 121824.687500
Iteration 186Q: 36 clusters Score -1.480764e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076384.000000 Penalty: 121824.687500
Iteration 187Q: 36 clusters Score -1.480764e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 392 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076576.000000 Penalty: 121824.687500
Iteration 188F: 36 clusters Score -1.480766e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 351 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076800.000000 Penalty: 121824.687500
Iteration 189Q: 36 clusters Score -1.480768e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 352 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076800.000000 Penalty: 121824.687500
Iteration 190Q: 36 clusters Score -1.480768e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 353 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076800.000000 Penalty: 121824.687500
Iteration 191Q: 36 clusters Score -1.480768e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 354 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076768.000000 Penalty: 121824.687500
Iteration 192Q: 36 clusters Score -1.480768e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 388 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 354 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148076800.000000 Penalty: 121824.687500
Iteration 193F: 36 clusters Score -1.480768e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 383 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 354 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077216.000000 Penalty: 121824.687500
Iteration 194Q: 36 clusters Score -1.480772e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 380 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 355 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077248.000000 Penalty: 121824.687500
Iteration 195Q: 36 clusters Score -1.480772e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 380 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 356 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148077248.000000 Penalty: 121824.687500
Iteration 196Q: 36 clusters Score -1.480772e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 380 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 356 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148079904.000000 Penalty: 121824.687500
Iteration 197F: 36 clusters Score -1.480799e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1056 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 356 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5258 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148083200.000000 Penalty: 121824.687500
Iteration 198Q: 36 clusters Score -1.480832e+08 nChanged 16
Entering ConstructFrom: 
Score: -148083200.000000 Penalty: 121824.687500
Entering ConstructFrom: 
Trying to split cluster 1 (14987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Entering Unmasked Estep 
Score: -1772526.000000 Penalty: 2384.504883
	Iteration 0F: 2 clusters Score -1772526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1761686.500000 Penalty: 4769.009766
	Iteration 0F: 3 clusters Score -1761686 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1765184.875000 Penalty: 4769.009766
	Iteration 1F: 3 clusters Score -1765185 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1765603.500000 Penalty: 4769.009766
	Iteration 2F: 3 clusters Score -1765604 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1765957.500000 Penalty: 4769.009766
	Iteration 3F: 3 clusters Score -1765958 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1766334.250000 Penalty: 4769.009766
	Iteration 4Q: 3 clusters Score -1766334 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1766738.625000 Penalty: 4769.009766
	Iteration 5F: 3 clusters Score -1766739 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1767173.625000 Penalty: 4769.009766
	Iteration 6F: 3 clusters Score -1767174 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1767606.875000 Penalty: 4769.009766
	Iteration 7F: 3 clusters Score -1767607 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1767948.000000 Penalty: 4769.009766
	Iteration 8Q: 3 clusters Score -1767948 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1768232.000000 Penalty: 4769.009766
	Iteration 9Q: 3 clusters Score -1768232 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1768447.500000 Penalty: 4769.009766
	Iteration 10Q: 3 clusters Score -1768448 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1768639.500000 Penalty: 4769.009766
	Iteration 11Q: 3 clusters Score -1768640 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1768814.625000 Penalty: 4769.009766
	Iteration 12Q: 3 clusters Score -1768815 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1768973.000000 Penalty: 4769.009766
	Iteration 13Q: 3 clusters Score -1768973 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1769126.875000 Penalty: 4769.009766
	Iteration 14Q: 3 clusters Score -1769127 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1769265.750000 Penalty: 4769.009766
	Iteration 15Q: 3 clusters Score -1769266 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1769397.250000 Penalty: 4769.009766
	Iteration 16Q: 3 clusters Score -1769397 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1769525.625000 Penalty: 4769.009766
	Iteration 17Q: 3 clusters Score -1769526 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1769671.625000 Penalty: 4769.009766
	Iteration 18Q: 3 clusters Score -1769672 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1769826.375000 Penalty: 4769.009766
	Iteration 19Q: 3 clusters Score -1769826 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1769956.250000 Penalty: 4769.009766
	Iteration 20F: 3 clusters Score -1769956 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1770075.375000 Penalty: 4769.009766
	Iteration 21Q: 3 clusters Score -1770075 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1770167.000000 Penalty: 4769.009766
	Iteration 22Q: 3 clusters Score -1770167 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1770238.375000 Penalty: 4769.009766
	Iteration 23Q: 3 clusters Score -1770238 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1770309.750000 Penalty: 4769.009766
	Iteration 24Q: 3 clusters Score -1770310 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1770361.625000 Penalty: 4769.009766
	Iteration 25Q: 3 clusters Score -1770362 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1770402.000000 Penalty: 4769.009766
	Iteration 26Q: 3 clusters Score -1770402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1770429.625000 Penalty: 4769.009766
	Iteration 27Q: 3 clusters Score -1770430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1770452.750000 Penalty: 4769.009766
	Iteration 28Q: 3 clusters Score -1770453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1770462.500000 Penalty: 4769.009766
	Iteration 29Q: 3 clusters Score -1770462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1770476.250000 Penalty: 4769.009766
	Iteration 30Q: 3 clusters Score -1770476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1770496.000000 Penalty: 4769.009766
	Iteration 31Q: 3 clusters Score -1770496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1770502.625000 Penalty: 4769.009766
	Iteration 32Q: 3 clusters Score -1770503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1770509.875000 Penalty: 4769.009766
	Iteration 33Q: 3 clusters Score -1770510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1770512.125000 Penalty: 4769.009766
	Iteration 34Q: 3 clusters Score -1770512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1770517.750000 Penalty: 4769.009766
	Iteration 35Q: 3 clusters Score -1770518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1770531.250000 Penalty: 4769.009766
	Iteration 36Q: 3 clusters Score -1770531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1770532.500000 Penalty: 4769.009766
	Iteration 37Q: 3 clusters Score -1770532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1770539.375000 Penalty: 4769.009766
	Iteration 38Q: 3 clusters Score -1770539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1770542.375000 Penalty: 4769.009766
	Iteration 39Q: 3 clusters Score -1770542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1770542.875000 Penalty: 4769.009766
	Iteration 40F: 3 clusters Score -1770543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1770546.875000 Penalty: 4769.009766
	Iteration 41Q: 3 clusters Score -1770547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1770552.250000 Penalty: 4769.009766
	Iteration 42Q: 3 clusters Score -1770552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1770557.375000 Penalty: 4769.009766
	Iteration 43Q: 3 clusters Score -1770557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1770561.500000 Penalty: 4769.009766
	Iteration 44Q: 3 clusters Score -1770562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1770561.000000 Penalty: 4769.009766
	Iteration 45Q: 3 clusters Score -1770561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1770560.125000 Penalty: 4769.009766
	Iteration 46Q: 3 clusters Score -1770560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1770560.000000 Penalty: 4769.009766
	Iteration 47Q: 3 clusters Score -1770560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1770561.125000 Penalty: 4769.009766
	Iteration 48Q: 3 clusters Score -1770561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1770562.375000 Penalty: 4769.009766
	Iteration 49Q: 3 clusters Score -1770562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1770562.375000 Penalty: 4769.009766
	Iteration 50F: 3 clusters Score -1770562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Entering Unmasked Estep 
Score: -231276.093750 Penalty: 1879.126221
	Iteration 0F: 2 clusters Score -231276.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -228638.968750 Penalty: 3758.252441
	Iteration 0F: 3 clusters Score -228639 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -229105.250000 Penalty: 3758.252441
	Iteration 1F: 3 clusters Score -229105.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -229239.031250 Penalty: 3758.252441
	Iteration 2F: 3 clusters Score -229239 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -229298.328125 Penalty: 3758.252441
	Iteration 3Q: 3 clusters Score -229298.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -229344.640625 Penalty: 3758.252441
	Iteration 4Q: 3 clusters Score -229344.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -229377.109375 Penalty: 3758.252441
	Iteration 5Q: 3 clusters Score -229377.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -229398.015625 Penalty: 3758.252441
	Iteration 6Q: 3 clusters Score -229398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -229414.718750 Penalty: 3758.252441
	Iteration 7Q: 3 clusters Score -229414.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -229427.625000 Penalty: 3758.252441
	Iteration 8Q: 3 clusters Score -229427.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -229434.125000 Penalty: 3758.252441
	Iteration 9Q: 3 clusters Score -229434.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -229438.875000 Penalty: 3758.252441
	Iteration 10Q: 3 clusters Score -229438.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -229448.250000 Penalty: 3758.252441
	Iteration 11Q: 3 clusters Score -229448.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -229451.734375 Penalty: 3758.252441
	Iteration 12Q: 3 clusters Score -229451.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -229453.734375 Penalty: 3758.252441
	Iteration 13Q: 3 clusters Score -229453.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -229456.703125 Penalty: 3758.252441
	Iteration 14Q: 3 clusters Score -229456.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -229456.890625 Penalty: 3758.252441
	Iteration 15Q: 3 clusters Score -229456.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -229457.828125 Penalty: 3758.252441
	Iteration 16Q: 3 clusters Score -229457.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -229459.343750 Penalty: 3758.252441
	Iteration 17Q: 3 clusters Score -229459.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -229460.031250 Penalty: 3758.252441
	Iteration 18Q: 3 clusters Score -229460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -229460.234375 Penalty: 3758.252441
	Iteration 19Q: 3 clusters Score -229460.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -229460.234375 Penalty: 3758.252441
	Iteration 20F: 3 clusters Score -229460.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Entering Unmasked Estep 
Score: -2981933.000000 Penalty: 2510.270996
	Iteration 0F: 2 clusters Score -2981933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2964748.000000 Penalty: 5020.541992
	Iteration 0F: 3 clusters Score -2964748 nChanged 11043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2970711.500000 Penalty: 5020.541992
	Iteration 1F: 3 clusters Score -2970712 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2971420.250000 Penalty: 5020.541992
	Iteration 2F: 3 clusters Score -2971420 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2972253.750000 Penalty: 5020.541992
	Iteration 3F: 3 clusters Score -2972254 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2973297.500000 Penalty: 5020.541992
	Iteration 4F: 3 clusters Score -2973298 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2974450.000000 Penalty: 5020.541992
	Iteration 5F: 3 clusters Score -2974450 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2975635.500000 Penalty: 5020.541992
	Iteration 6F: 3 clusters Score -2975636 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2976738.500000 Penalty: 5020.541992
	Iteration 7F: 3 clusters Score -2976738 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2977715.500000 Penalty: 5020.541992
	Iteration 8F: 3 clusters Score -2977716 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -2978483.750000 Penalty: 5020.541992
	Iteration 9Q: 3 clusters Score -2978484 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -2979034.750000 Penalty: 5020.541992
	Iteration 10Q: 3 clusters Score -2979035 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -2979394.500000 Penalty: 5020.541992
	Iteration 11Q: 3 clusters Score -2979394 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -2979626.500000 Penalty: 5020.541992
	Iteration 12Q: 3 clusters Score -2979626 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -2979766.000000 Penalty: 5020.541992
	Iteration 13Q: 3 clusters Score -2979766 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -2979842.500000 Penalty: 5020.541992
	Iteration 14Q: 3 clusters Score -2979842 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -2979900.750000 Penalty: 5020.541992
	Iteration 15Q: 3 clusters Score -2979901 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -2979936.500000 Penalty: 5020.541992
	Iteration 16Q: 3 clusters Score -2979936 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -2979972.500000 Penalty: 5020.541992
	Iteration 17Q: 3 clusters Score -2979972 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -2979998.500000 Penalty: 5020.541992
	Iteration 18Q: 3 clusters Score -2979998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -2980015.250000 Penalty: 5020.541992
	Iteration 19Q: 3 clusters Score -2980015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -2980026.250000 Penalty: 5020.541992
	Iteration 20F: 3 clusters Score -2980026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -2980037.500000 Penalty: 5020.541992
	Iteration 21Q: 3 clusters Score -2980038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -2980051.500000 Penalty: 5020.541992
	Iteration 22Q: 3 clusters Score -2980052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -2980058.750000 Penalty: 5020.541992
	Iteration 23Q: 3 clusters Score -2980059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -2980062.500000 Penalty: 5020.541992
	Iteration 24Q: 3 clusters Score -2980062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -2980069.250000 Penalty: 5020.541992
	Iteration 25Q: 3 clusters Score -2980069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -2980069.500000 Penalty: 5020.541992
	Iteration 26Q: 3 clusters Score -2980070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -2980075.750000 Penalty: 5020.541992
	Iteration 27Q: 3 clusters Score -2980076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -2980087.500000 Penalty: 5020.541992
	Iteration 28Q: 3 clusters Score -2980088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -2980082.500000 Penalty: 5020.541992
	Iteration 29Q: 3 clusters Score -2980082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -2980088.500000 Penalty: 5020.541992
	Iteration 30Q: 3 clusters Score -2980088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -2980084.500000 Penalty: 5020.541992
	Iteration 31Q: 3 clusters Score -2980084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -2980083.250000 Penalty: 5020.541992
	Iteration 32Q: 3 clusters Score -2980083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -2980092.750000 Penalty: 5020.541992
	Iteration 33Q: 3 clusters Score -2980093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -2980099.250000 Penalty: 5020.541992
	Iteration 34Q: 3 clusters Score -2980099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -2980096.750000 Penalty: 5020.541992
	Iteration 35Q: 3 clusters Score -2980097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -2980096.500000 Penalty: 5020.541992
	Iteration 36Q: 3 clusters Score -2980096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -2980097.000000 Penalty: 5020.541992
	Iteration 37Q: 3 clusters Score -2980097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -2980096.500000 Penalty: 5020.541992
	Iteration 38Q: 3 clusters Score -2980096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -2980102.250000 Penalty: 5020.541992
	Iteration 39Q: 3 clusters Score -2980102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -2980101.000000 Penalty: 5020.541992
	Iteration 40F: 3 clusters Score -2980101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -2980100.250000 Penalty: 5020.541992
	Iteration 41Q: 3 clusters Score -2980100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -2980103.500000 Penalty: 5020.541992
	Iteration 42Q: 3 clusters Score -2980104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -2980107.000000 Penalty: 5020.541992
	Iteration 43Q: 3 clusters Score -2980107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -2980107.000000 Penalty: 5020.541992
	Iteration 44F: 3 clusters Score -2980107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Entering Unmasked Estep 
Score: -807123.562500 Penalty: 2191.023926
	Iteration 0F: 2 clusters Score -807123.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -801475.250000 Penalty: 4382.047852
	Iteration 0F: 3 clusters Score -801475.2 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -803027.937500 Penalty: 4382.047852
	Iteration 1F: 3 clusters Score -803027.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -803591.562500 Penalty: 4382.047852
	Iteration 2F: 3 clusters Score -803591.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -804092.937500 Penalty: 4382.047852
	Iteration 3F: 3 clusters Score -804092.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -804493.125000 Penalty: 4382.047852
	Iteration 4F: 3 clusters Score -804493.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -804844.750000 Penalty: 4382.047852
	Iteration 5F: 3 clusters Score -804844.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -805121.000000 Penalty: 4382.047852
	Iteration 6F: 3 clusters Score -805121 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -805354.000000 Penalty: 4382.047852
	Iteration 7Q: 3 clusters Score -805354 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -805534.812500 Penalty: 4382.047852
	Iteration 8Q: 3 clusters Score -805534.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -805663.187500 Penalty: 4382.047852
	Iteration 9Q: 3 clusters Score -805663.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -805758.937500 Penalty: 4382.047852
	Iteration 10Q: 3 clusters Score -805758.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -805807.937500 Penalty: 4382.047852
	Iteration 11Q: 3 clusters Score -805807.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -805853.750000 Penalty: 4382.047852
	Iteration 12Q: 3 clusters Score -805853.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -805887.250000 Penalty: 4382.047852
	Iteration 13Q: 3 clusters Score -805887.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -805906.625000 Penalty: 4382.047852
	Iteration 14Q: 3 clusters Score -805906.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -805917.437500 Penalty: 4382.047852
	Iteration 15Q: 3 clusters Score -805917.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -805929.187500 Penalty: 4382.047852
	Iteration 16Q: 3 clusters Score -805929.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -805935.562500 Penalty: 4382.047852
	Iteration 17Q: 3 clusters Score -805935.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -805941.812500 Penalty: 4382.047852
	Iteration 18Q: 3 clusters Score -805941.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -805952.250000 Penalty: 4382.047852
	Iteration 19Q: 3 clusters Score -805952.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -805963.250000 Penalty: 4382.047852
	Iteration 20F: 3 clusters Score -805963.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -805971.500000 Penalty: 4382.047852
	Iteration 21Q: 3 clusters Score -805971.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -805982.000000 Penalty: 4382.047852
	Iteration 22Q: 3 clusters Score -805982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -805993.062500 Penalty: 4382.047852
	Iteration 23Q: 3 clusters Score -805993.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -805999.187500 Penalty: 4382.047852
	Iteration 24Q: 3 clusters Score -805999.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -806004.750000 Penalty: 4382.047852
	Iteration 25Q: 3 clusters Score -806004.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -806008.750000 Penalty: 4382.047852
	Iteration 26Q: 3 clusters Score -806008.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -806013.750000 Penalty: 4382.047852
	Iteration 27Q: 3 clusters Score -806013.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -806016.375000 Penalty: 4382.047852
	Iteration 28Q: 3 clusters Score -806016.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -806017.625000 Penalty: 4382.047852
	Iteration 29Q: 3 clusters Score -806017.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -806018.187500 Penalty: 4382.047852
	Iteration 30Q: 3 clusters Score -806018.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -806024.625000 Penalty: 4382.047852
	Iteration 31Q: 3 clusters Score -806024.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -806030.062500 Penalty: 4382.047852
	Iteration 32Q: 3 clusters Score -806030.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -806034.937500 Penalty: 4382.047852
	Iteration 33Q: 3 clusters Score -806034.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -806039.687500 Penalty: 4382.047852
	Iteration 34Q: 3 clusters Score -806039.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -806046.625000 Penalty: 4382.047852
	Iteration 35Q: 3 clusters Score -806046.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -806052.250000 Penalty: 4382.047852
	Iteration 36Q: 3 clusters Score -806052.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -806054.562500 Penalty: 4382.047852
	Iteration 37Q: 3 clusters Score -806054.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -806059.375000 Penalty: 4382.047852
	Iteration 38Q: 3 clusters Score -806059.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -806059.250000 Penalty: 4382.047852
	Iteration 39Q: 3 clusters Score -806059.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -806063.875000 Penalty: 4382.047852
	Iteration 40F: 3 clusters Score -806063.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -806069.500000 Penalty: 4382.047852
	Iteration 41Q: 3 clusters Score -806069.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -806072.500000 Penalty: 4382.047852
	Iteration 42Q: 3 clusters Score -806072.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -806077.937500 Penalty: 4382.047852
	Iteration 43Q: 3 clusters Score -806077.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -806082.750000 Penalty: 4382.047852
	Iteration 44Q: 3 clusters Score -806082.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -806089.625000 Penalty: 4382.047852
	Iteration 45Q: 3 clusters Score -806089.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -806091.625000 Penalty: 4382.047852
	Iteration 46Q: 3 clusters Score -806091.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -806097.750000 Penalty: 4382.047852
	Iteration 47Q: 3 clusters Score -806097.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -806101.875000 Penalty: 4382.047852
	Iteration 48Q: 3 clusters Score -806101.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -806106.750000 Penalty: 4382.047852
	Iteration 49Q: 3 clusters Score -806106.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -806109.500000 Penalty: 4382.047852
	Iteration 50Q: 3 clusters Score -806109.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -806113.687500 Penalty: 4382.047852
	Iteration 51Q: 3 clusters Score -806113.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -806115.062500 Penalty: 4382.047852
	Iteration 52Q: 3 clusters Score -806115.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -806120.750000 Penalty: 4382.047852
	Iteration 53Q: 3 clusters Score -806120.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -806126.937500 Penalty: 4382.047852
	Iteration 54Q: 3 clusters Score -806126.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -806129.062500 Penalty: 4382.047852
	Iteration 55Q: 3 clusters Score -806129.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -806132.500000 Penalty: 4382.047852
	Iteration 56Q: 3 clusters Score -806132.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -806134.125000 Penalty: 4382.047852
	Iteration 57Q: 3 clusters Score -806134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -806134.250000 Penalty: 4382.047852
	Iteration 58Q: 3 clusters Score -806134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -806134.437500 Penalty: 4382.047852
	Iteration 59Q: 3 clusters Score -806134.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -806136.312500 Penalty: 4382.047852
	Iteration 60F: 3 clusters Score -806136.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -806136.687500 Penalty: 4382.047852
	Iteration 61Q: 3 clusters Score -806136.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -806138.250000 Penalty: 4382.047852
	Iteration 62Q: 3 clusters Score -806138.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -806139.250000 Penalty: 4382.047852
	Iteration 63Q: 3 clusters Score -806139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -806138.875000 Penalty: 4382.047852
	Iteration 64Q: 3 clusters Score -806138.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -806139.562500 Penalty: 4382.047852
	Iteration 65Q: 3 clusters Score -806139.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -806139.000000 Penalty: 4382.047852
	Iteration 66Q: 3 clusters Score -806139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -806139.000000 Penalty: 4382.047852
	Iteration 67F: 3 clusters Score -806139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Entering Unmasked Estep 
Score: -952949.187500 Penalty: 2231.783203
	Iteration 0F: 2 clusters Score -952949.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -946452.812500 Penalty: 4463.566406
	Iteration 0F: 3 clusters Score -946452.8 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -948320.062500 Penalty: 4463.566406
	Iteration 1F: 3 clusters Score -948320.1 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -948762.250000 Penalty: 4463.566406
	Iteration 2F: 3 clusters Score -948762.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -949203.875000 Penalty: 4463.566406
	Iteration 3F: 3 clusters Score -949203.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -949690.937500 Penalty: 4463.566406
	Iteration 4F: 3 clusters Score -949690.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -950236.125000 Penalty: 4463.566406
	Iteration 5F: 3 clusters Score -950236.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -950742.062500 Penalty: 4463.566406
	Iteration 6F: 3 clusters Score -950742.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -951118.000000 Penalty: 4463.566406
	Iteration 7F: 3 clusters Score -951118 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -951362.125000 Penalty: 4463.566406
	Iteration 8Q: 3 clusters Score -951362.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -951555.812500 Penalty: 4463.566406
	Iteration 9Q: 3 clusters Score -951555.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -951705.250000 Penalty: 4463.566406
	Iteration 10Q: 3 clusters Score -951705.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -951849.312500 Penalty: 4463.566406
	Iteration 11Q: 3 clusters Score -951849.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -951977.625000 Penalty: 4463.566406
	Iteration 12Q: 3 clusters Score -951977.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -952091.625000 Penalty: 4463.566406
	Iteration 13Q: 3 clusters Score -952091.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -952242.187500 Penalty: 4463.566406
	Iteration 14Q: 3 clusters Score -952242.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -952350.625000 Penalty: 4463.566406
	Iteration 15Q: 3 clusters Score -952350.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -952411.875000 Penalty: 4463.566406
	Iteration 16Q: 3 clusters Score -952411.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -952455.250000 Penalty: 4463.566406
	Iteration 17Q: 3 clusters Score -952455.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -952493.250000 Penalty: 4463.566406
	Iteration 18Q: 3 clusters Score -952493.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -952519.187500 Penalty: 4463.566406
	Iteration 19Q: 3 clusters Score -952519.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -952539.625000 Penalty: 4463.566406
	Iteration 20F: 3 clusters Score -952539.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -952554.125000 Penalty: 4463.566406
	Iteration 21Q: 3 clusters Score -952554.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -952564.437500 Penalty: 4463.566406
	Iteration 22Q: 3 clusters Score -952564.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -952574.812500 Penalty: 4463.566406
	Iteration 23Q: 3 clusters Score -952574.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -952575.062500 Penalty: 4463.566406
	Iteration 24Q: 3 clusters Score -952575.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -952579.000000 Penalty: 4463.566406
	Iteration 25Q: 3 clusters Score -952579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -952582.437500 Penalty: 4463.566406
	Iteration 26Q: 3 clusters Score -952582.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -952585.750000 Penalty: 4463.566406
	Iteration 27Q: 3 clusters Score -952585.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -952586.500000 Penalty: 4463.566406
	Iteration 28Q: 3 clusters Score -952586.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -952587.250000 Penalty: 4463.566406
	Iteration 29Q: 3 clusters Score -952587.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -952589.875000 Penalty: 4463.566406
	Iteration 30Q: 3 clusters Score -952589.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -952592.187500 Penalty: 4463.566406
	Iteration 31Q: 3 clusters Score -952592.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -952592.625000 Penalty: 4463.566406
	Iteration 32Q: 3 clusters Score -952592.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -952594.437500 Penalty: 4463.566406
	Iteration 33Q: 3 clusters Score -952594.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -952594.062500 Penalty: 4463.566406
	Iteration 34Q: 3 clusters Score -952594.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -952594.062500 Penalty: 4463.566406
	Iteration 35F: 3 clusters Score -952594.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (197462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197462 members 
Entering Unmasked Estep 
Score: -23864192.000000 Penalty: 3023.938721
	Iteration 0F: 2 clusters Score -2.386419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98425 members 
Mstep: Class 2 contains 99037 members 
Entering Unmasked Estep 
Score: -23733342.000000 Penalty: 6047.877441
	Iteration 0F: 3 clusters Score -2.373334e+07 nChanged 95017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93348 members 
Mstep: Class 2 contains 104114 members 
Entering Unmasked Estep 
Score: -23788894.000000 Penalty: 6047.877441
	Iteration 1F: 3 clusters Score -2.378889e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89833 members 
Mstep: Class 2 contains 107629 members 
Entering Unmasked Estep 
Score: -23790724.000000 Penalty: 6047.877441
	Iteration 2Q: 3 clusters Score -2.379072e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84512 members 
Mstep: Class 2 contains 112950 members 
Entering Unmasked Estep 
Score: -23793316.000000 Penalty: 6047.877441
	Iteration 3Q: 3 clusters Score -2.379332e+07 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76482 members 
Mstep: Class 2 contains 120980 members 
Entering Unmasked Estep 
Score: -23797790.000000 Penalty: 6047.877441
	Iteration 4Q: 3 clusters Score -2.379779e+07 nChanged 12088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65442 members 
Mstep: Class 2 contains 132020 members 
Entering Unmasked Estep 
Score: -23805792.000000 Penalty: 6047.877441
	Iteration 5F: 3 clusters Score -2.380579e+07 nChanged 14579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 145939 members 
Entering Unmasked Estep 
Score: -23817156.000000 Penalty: 6047.877441
	Iteration 6F: 3 clusters Score -2.381716e+07 nChanged 15370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 160829 members 
Entering Unmasked Estep 
Score: -23830742.000000 Penalty: 6047.877441
	Iteration 7F: 3 clusters Score -2.383074e+07 nChanged 13231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 173812 members 
Entering Unmasked Estep 
Score: -23842744.000000 Penalty: 6047.877441
	Iteration 8F: 3 clusters Score -2.384274e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 182952 members 
Entering Unmasked Estep 
Score: -23851236.000000 Penalty: 6047.877441
	Iteration 9Q: 3 clusters Score -2.385124e+07 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 188779 members 
Entering Unmasked Estep 
Score: -23856060.000000 Penalty: 6047.877441
	Iteration 10Q: 3 clusters Score -2.385606e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 192037 members 
Entering Unmasked Estep 
Score: -23858748.000000 Penalty: 6047.877441
	Iteration 11Q: 3 clusters Score -2.385875e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 193785 members 
Entering Unmasked Estep 
Score: -23860322.000000 Penalty: 6047.877441
	Iteration 12Q: 3 clusters Score -2.386032e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 194659 members 
Entering Unmasked Estep 
Score: -23860986.000000 Penalty: 6047.877441
	Iteration 13Q: 3 clusters Score -2.386099e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 195087 members 
Entering Unmasked Estep 
Score: -23861346.000000 Penalty: 6047.877441
	Iteration 14Q: 3 clusters Score -2.386135e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 195297 members 
Entering Unmasked Estep 
Score: -23861646.000000 Penalty: 6047.877441
	Iteration 15Q: 3 clusters Score -2.386165e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 195410 members 
Entering Unmasked Estep 
Score: -23861872.000000 Penalty: 6047.877441
	Iteration 16Q: 3 clusters Score -2.386187e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 195451 members 
Entering Unmasked Estep 
Score: -23862052.000000 Penalty: 6047.877441
	Iteration 17Q: 3 clusters Score -2.386205e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 195436 members 
Entering Unmasked Estep 
Score: -23862172.000000 Penalty: 6047.877441
	Iteration 18Q: 3 clusters Score -2.386217e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 195405 members 
Entering Unmasked Estep 
Score: -23862314.000000 Penalty: 6047.877441
	Iteration 19Q: 3 clusters Score -2.386231e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 195360 members 
Entering Unmasked Estep 
Score: -23862390.000000 Penalty: 6047.877441
	Iteration 20F: 3 clusters Score -2.386239e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 195318 members 
Entering Unmasked Estep 
Score: -23862426.000000 Penalty: 6047.877441
	Iteration 21Q: 3 clusters Score -2.386243e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 195274 members 
Entering Unmasked Estep 
Score: -23862522.000000 Penalty: 6047.877441
	Iteration 22Q: 3 clusters Score -2.386252e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 195237 members 
Entering Unmasked Estep 
Score: -23862562.000000 Penalty: 6047.877441
	Iteration 23Q: 3 clusters Score -2.386256e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 195219 members 
Entering Unmasked Estep 
Score: -23862622.000000 Penalty: 6047.877441
	Iteration 24Q: 3 clusters Score -2.386262e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 195186 members 
Entering Unmasked Estep 
Score: -23862634.000000 Penalty: 6047.877441
	Iteration 25Q: 3 clusters Score -2.386263e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 195169 members 
Entering Unmasked Estep 
Score: -23862678.000000 Penalty: 6047.877441
	Iteration 26Q: 3 clusters Score -2.386268e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 195153 members 
Entering Unmasked Estep 
Score: -23862728.000000 Penalty: 6047.877441
	Iteration 27Q: 3 clusters Score -2.386273e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 195128 members 
Entering Unmasked Estep 
Score: -23862744.000000 Penalty: 6047.877441
	Iteration 28Q: 3 clusters Score -2.386274e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 195107 members 
Entering Unmasked Estep 
Score: -23862748.000000 Penalty: 6047.877441
	Iteration 29Q: 3 clusters Score -2.386275e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 195075 members 
Entering Unmasked Estep 
Score: -23862788.000000 Penalty: 6047.877441
	Iteration 30Q: 3 clusters Score -2.386279e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 195048 members 
Entering Unmasked Estep 
Score: -23862808.000000 Penalty: 6047.877441
	Iteration 31Q: 3 clusters Score -2.386281e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 195035 members 
Entering Unmasked Estep 
Score: -23862842.000000 Penalty: 6047.877441
	Iteration 32Q: 3 clusters Score -2.386284e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 195008 members 
Entering Unmasked Estep 
Score: -23862862.000000 Penalty: 6047.877441
	Iteration 33Q: 3 clusters Score -2.386286e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 195004 members 
Entering Unmasked Estep 
Score: -23862850.000000 Penalty: 6047.877441
	Iteration 34Q: 3 clusters Score -2.386285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 195001 members 
Entering Unmasked Estep 
Score: -23862858.000000 Penalty: 6047.877441
	Iteration 35Q: 3 clusters Score -2.386286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 194994 members 
Entering Unmasked Estep 
Score: -23862862.000000 Penalty: 6047.877441
	Iteration 36Q: 3 clusters Score -2.386286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 194993 members 
Entering Unmasked Estep 
Score: -23862858.000000 Penalty: 6047.877441
	Iteration 37Q: 3 clusters Score -2.386286e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 194986 members 
Entering Unmasked Estep 
Score: -23862850.000000 Penalty: 6047.877441
	Iteration 38Q: 3 clusters Score -2.386285e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 194975 members 
Entering Unmasked Estep 
Score: -23862876.000000 Penalty: 6047.877441
	Iteration 39Q: 3 clusters Score -2.386288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 194971 members 
Entering Unmasked Estep 
Score: -23862870.000000 Penalty: 6047.877441
	Iteration 40F: 3 clusters Score -2.386287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 194968 members 
Entering Unmasked Estep 
Score: -23862876.000000 Penalty: 6047.877441
	Iteration 41Q: 3 clusters Score -2.386288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 194964 members 
Entering Unmasked Estep 
Score: -23862838.000000 Penalty: 6047.877441
	Iteration 42Q: 3 clusters Score -2.386284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 194964 members 
Entering Unmasked Estep 
Score: -23862844.000000 Penalty: 6047.877441
	Iteration 43Q: 3 clusters Score -2.386284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 194964 members 
Entering Unmasked Estep 
Score: -23862830.000000 Penalty: 6047.877441
	Iteration 44Q: 3 clusters Score -2.386283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 194963 members 
Entering Unmasked Estep 
Score: -23862848.000000 Penalty: 6047.877441
	Iteration 45Q: 3 clusters Score -2.386285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 194959 members 
Entering Unmasked Estep 
Score: -23862860.000000 Penalty: 6047.877441
	Iteration 46Q: 3 clusters Score -2.386286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 194957 members 
Entering Unmasked Estep 
Score: -23862860.000000 Penalty: 6047.877441
	Iteration 47Q: 3 clusters Score -2.386286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 194954 members 
Entering Unmasked Estep 
Score: -23862856.000000 Penalty: 6047.877441
	Iteration 48Q: 3 clusters Score -2.386286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 194952 members 
Entering Unmasked Estep 
Score: -23862862.000000 Penalty: 6047.877441
	Iteration 49Q: 3 clusters Score -2.386286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 194952 members 
Entering Unmasked Estep 
Score: -23862862.000000 Penalty: 6047.877441
	Iteration 50F: 3 clusters Score -2.386286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Entering Unmasked Estep 
Score: -5845806.500000 Penalty: 2674.916260
	Iteration 0F: 2 clusters Score -5845806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -5813080.500000 Penalty: 5349.832520
	Iteration 0F: 3 clusters Score -5813080 nChanged 22458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -5826006.000000 Penalty: 5349.832520
	Iteration 1F: 3 clusters Score -5826006 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -5826879.000000 Penalty: 5349.832520
	Iteration 2Q: 3 clusters Score -5826879 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -5827815.000000 Penalty: 5349.832520
	Iteration 3Q: 3 clusters Score -5827815 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -5828985.500000 Penalty: 5349.832520
	Iteration 4Q: 3 clusters Score -5828986 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -5830505.500000 Penalty: 5349.832520
	Iteration 5F: 3 clusters Score -5830506 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -5832300.500000 Penalty: 5349.832520
	Iteration 6F: 3 clusters Score -5832300 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -5834141.500000 Penalty: 5349.832520
	Iteration 7F: 3 clusters Score -5834142 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -5835939.000000 Penalty: 5349.832520
	Iteration 8F: 3 clusters Score -5835939 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -5837347.000000 Penalty: 5349.832520
	Iteration 9Q: 3 clusters Score -5837347 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -5838125.000000 Penalty: 5349.832520
	Iteration 10Q: 3 clusters Score -5838125 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -5838684.500000 Penalty: 5349.832520
	Iteration 11Q: 3 clusters Score -5838684 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -5839190.500000 Penalty: 5349.832520
	Iteration 12Q: 3 clusters Score -5839190 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -5839732.500000 Penalty: 5349.832520
	Iteration 13Q: 3 clusters Score -5839732 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -5840320.500000 Penalty: 5349.832520
	Iteration 14Q: 3 clusters Score -5840320 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -5841065.000000 Penalty: 5349.832520
	Iteration 15Q: 3 clusters Score -5841065 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -5841866.500000 Penalty: 5349.832520
	Iteration 16Q: 3 clusters Score -5841866 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -5842629.500000 Penalty: 5349.832520
	Iteration 17Q: 3 clusters Score -5842630 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -5843372.500000 Penalty: 5349.832520
	Iteration 18Q: 3 clusters Score -5843372 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -5843931.500000 Penalty: 5349.832520
	Iteration 19Q: 3 clusters Score -5843932 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -5844353.500000 Penalty: 5349.832520
	Iteration 20F: 3 clusters Score -5844354 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -5844573.500000 Penalty: 5349.832520
	Iteration 21Q: 3 clusters Score -5844574 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -5844744.000000 Penalty: 5349.832520
	Iteration 22Q: 3 clusters Score -5844744 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -5844845.500000 Penalty: 5349.832520
	Iteration 23Q: 3 clusters Score -5844846 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -5844888.000000 Penalty: 5349.832520
	Iteration 24Q: 3 clusters Score -5844888 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -5844911.000000 Penalty: 5349.832520
	Iteration 25Q: 3 clusters Score -5844911 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -5844947.000000 Penalty: 5349.832520
	Iteration 26Q: 3 clusters Score -5844947 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -5844948.500000 Penalty: 5349.832520
	Iteration 27Q: 3 clusters Score -5844948 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -5844975.500000 Penalty: 5349.832520
	Iteration 28Q: 3 clusters Score -5844976 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -5844971.000000 Penalty: 5349.832520
	Iteration 29Q: 3 clusters Score -5844971 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -5844972.000000 Penalty: 5349.832520
	Iteration 30Q: 3 clusters Score -5844972 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -5844976.000000 Penalty: 5349.832520
	Iteration 31Q: 3 clusters Score -5844976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -5844970.500000 Penalty: 5349.832520
	Iteration 32Q: 3 clusters Score -5844970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -5844971.500000 Penalty: 5349.832520
	Iteration 33Q: 3 clusters Score -5844972 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -5844967.000000 Penalty: 5349.832520
	Iteration 34Q: 3 clusters Score -5844967 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -5844981.000000 Penalty: 5349.832520
	Iteration 35Q: 3 clusters Score -5844981 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -5844986.500000 Penalty: 5349.832520
	Iteration 36Q: 3 clusters Score -5844986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -5844983.500000 Penalty: 5349.832520
	Iteration 37Q: 3 clusters Score -5844984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -5844977.000000 Penalty: 5349.832520
	Iteration 38Q: 3 clusters Score -5844977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -5844976.000000 Penalty: 5349.832520
	Iteration 39Q: 3 clusters Score -5844976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -5844978.500000 Penalty: 5349.832520
	Iteration 40F: 3 clusters Score -5844978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -5844975.500000 Penalty: 5349.832520
	Iteration 41Q: 3 clusters Score -5844976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -5844977.500000 Penalty: 5349.832520
	Iteration 42Q: 3 clusters Score -5844978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -5844974.000000 Penalty: 5349.832520
	Iteration 43Q: 3 clusters Score -5844974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -5844982.500000 Penalty: 5349.832520
	Iteration 44Q: 3 clusters Score -5844982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -5844983.500000 Penalty: 5349.832520
	Iteration 45Q: 3 clusters Score -5844984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -5844981.500000 Penalty: 5349.832520
	Iteration 46Q: 3 clusters Score -5844982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -5844978.000000 Penalty: 5349.832520
	Iteration 47Q: 3 clusters Score -5844978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -5844977.500000 Penalty: 5349.832520
	Iteration 48Q: 3 clusters Score -5844978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -5844977.500000 Penalty: 5349.832520
	Iteration 49Q: 3 clusters Score -5844978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -5844983.000000 Penalty: 5349.832520
	Iteration 50Q: 3 clusters Score -5844983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -5844983.000000 Penalty: 5349.832520
	Iteration 51F: 3 clusters Score -5844983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (256133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256133 members 
Entering Unmasked Estep 
Score: -31467064.000000 Penalty: 3088.456055
	Iteration 0F: 2 clusters Score -3.146706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127899 members 
Mstep: Class 2 contains 128234 members 
Entering Unmasked Estep 
Score: -31299638.000000 Penalty: 6176.912109
	Iteration 0F: 3 clusters Score -3.129964e+07 nChanged 123760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123753 members 
Mstep: Class 2 contains 132380 members 
Entering Unmasked Estep 
Score: -31372640.000000 Penalty: 6176.912109
	Iteration 1F: 3 clusters Score -3.137264e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121361 members 
Mstep: Class 2 contains 134772 members 
Entering Unmasked Estep 
Score: -31373784.000000 Penalty: 6176.912109
	Iteration 2Q: 3 clusters Score -3.137378e+07 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117563 members 
Mstep: Class 2 contains 138570 members 
Entering Unmasked Estep 
Score: -31375398.000000 Penalty: 6176.912109
	Iteration 3Q: 3 clusters Score -3.13754e+07 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111651 members 
Mstep: Class 2 contains 144482 members 
Entering Unmasked Estep 
Score: -31378404.000000 Penalty: 6176.912109
	Iteration 4Q: 3 clusters Score -3.13784e+07 nChanged 10678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102803 members 
Mstep: Class 2 contains 153330 members 
Entering Unmasked Estep 
Score: -31382816.000000 Penalty: 6176.912109
	Iteration 5Q: 3 clusters Score -3.138282e+07 nChanged 13912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90207 members 
Mstep: Class 2 contains 165926 members 
Entering Unmasked Estep 
Score: -31390528.000000 Penalty: 6176.912109
	Iteration 6F: 3 clusters Score -3.139053e+07 nChanged 17210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73813 members 
Mstep: Class 2 contains 182320 members 
Entering Unmasked Estep 
Score: -31402560.000000 Penalty: 6176.912109
	Iteration 7F: 3 clusters Score -3.140256e+07 nChanged 19339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 201263 members 
Entering Unmasked Estep 
Score: -31417994.000000 Penalty: 6176.912109
	Iteration 8F: 3 clusters Score -3.141799e+07 nChanged 18270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 219363 members 
Entering Unmasked Estep 
Score: -31433342.000000 Penalty: 6176.912109
	Iteration 9F: 3 clusters Score -3.143334e+07 nChanged 14163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 233448 members 
Entering Unmasked Estep 
Score: -31445204.000000 Penalty: 6176.912109
	Iteration 10F: 3 clusters Score -3.14452e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 242701 members 
Entering Unmasked Estep 
Score: -31452904.000000 Penalty: 6176.912109
	Iteration 11Q: 3 clusters Score -3.14529e+07 nChanged 5840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 248527 members 
Entering Unmasked Estep 
Score: -31458066.000000 Penalty: 6176.912109
	Iteration 12Q: 3 clusters Score -3.145807e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 252153 members 
Entering Unmasked Estep 
Score: -31461056.000000 Penalty: 6176.912109
	Iteration 13Q: 3 clusters Score -3.146106e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 254143 members 
Entering Unmasked Estep 
Score: -31462684.000000 Penalty: 6176.912109
	Iteration 14Q: 3 clusters Score -3.146268e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 255105 members 
Entering Unmasked Estep 
Score: -31463516.000000 Penalty: 6176.912109
	Iteration 15Q: 3 clusters Score -3.146352e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 255496 members 
Entering Unmasked Estep 
Score: -31463880.000000 Penalty: 6176.912109
	Iteration 16Q: 3 clusters Score -3.146388e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 255666 members 
Entering Unmasked Estep 
Score: -31463976.000000 Penalty: 6176.912109
	Iteration 17Q: 3 clusters Score -3.146398e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 255739 members 
Entering Unmasked Estep 
Score: -31464122.000000 Penalty: 6176.912109
	Iteration 18Q: 3 clusters Score -3.146412e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 255774 members 
Entering Unmasked Estep 
Score: -31464198.000000 Penalty: 6176.912109
	Iteration 19Q: 3 clusters Score -3.14642e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 255796 members 
Entering Unmasked Estep 
Score: -31464210.000000 Penalty: 6176.912109
	Iteration 20F: 3 clusters Score -3.146421e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 255811 members 
Entering Unmasked Estep 
Score: -31464222.000000 Penalty: 6176.912109
	Iteration 21Q: 3 clusters Score -3.146422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 255817 members 
Entering Unmasked Estep 
Score: -31464252.000000 Penalty: 6176.912109
	Iteration 22Q: 3 clusters Score -3.146425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 255825 members 
Entering Unmasked Estep 
Score: -31464278.000000 Penalty: 6176.912109
	Iteration 23Q: 3 clusters Score -3.146428e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 255833 members 
Entering Unmasked Estep 
Score: -31464258.000000 Penalty: 6176.912109
	Iteration 24Q: 3 clusters Score -3.146426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 255839 members 
Entering Unmasked Estep 
Score: -31464272.000000 Penalty: 6176.912109
	Iteration 25Q: 3 clusters Score -3.146427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 255842 members 
Entering Unmasked Estep 
Score: -31464266.000000 Penalty: 6176.912109
	Iteration 26Q: 3 clusters Score -3.146427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 255842 members 
Entering Unmasked Estep 
Score: -31464272.000000 Penalty: 6176.912109
	Iteration 27Q: 3 clusters Score -3.146427e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 255842 members 
Entering Unmasked Estep 
Score: -31464270.000000 Penalty: 6176.912109
	Iteration 28Q: 3 clusters Score -3.146427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 255842 members 
Entering Unmasked Estep 
Score: -31464270.000000 Penalty: 6176.912109
	Iteration 29F: 3 clusters Score -3.146427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -191307.640625 Penalty: 1832.765015
	Iteration 0F: 2 clusters Score -191307.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -188954.640625 Penalty: 3665.530029
	Iteration 0F: 3 clusters Score -188954.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -189414.906250 Penalty: 3665.530029
	Iteration 1F: 3 clusters Score -189414.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -189588.968750 Penalty: 3665.530029
	Iteration 2F: 3 clusters Score -189589 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -189709.171875 Penalty: 3665.530029
	Iteration 3F: 3 clusters Score -189709.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -189808.093750 Penalty: 3665.530029
	Iteration 4Q: 3 clusters Score -189808.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -189917.000000 Penalty: 3665.530029
	Iteration 5Q: 3 clusters Score -189917 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -190057.718750 Penalty: 3665.530029
	Iteration 6F: 3 clusters Score -190057.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -190241.437500 Penalty: 3665.530029
	Iteration 7F: 3 clusters Score -190241.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -190499.000000 Penalty: 3665.530029
	Iteration 8F: 3 clusters Score -190499 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -190764.250000 Penalty: 3665.530029
	Iteration 9F: 3 clusters Score -190764.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -190954.953125 Penalty: 3665.530029
	Iteration 10Q: 3 clusters Score -190955 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -191094.921875 Penalty: 3665.530029
	Iteration 11Q: 3 clusters Score -191094.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -191221.843750 Penalty: 3665.530029
	Iteration 12Q: 3 clusters Score -191221.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -191281.656250 Penalty: 3665.530029
	Iteration 13Q: 3 clusters Score -191281.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -191310.734375 Penalty: 3665.530029
	Iteration 14Q: 3 clusters Score -191310.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -191324.171875 Penalty: 3665.530029
	Iteration 15Q: 3 clusters Score -191324.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -191330.859375 Penalty: 3665.530029
	Iteration 16Q: 3 clusters Score -191330.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -191335.875000 Penalty: 3665.530029
	Iteration 17Q: 3 clusters Score -191335.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -191337.984375 Penalty: 3665.530029
	Iteration 18Q: 3 clusters Score -191338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -191339.484375 Penalty: 3665.530029
	Iteration 19Q: 3 clusters Score -191339.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -191339.484375 Penalty: 3665.530029
	Iteration 20F: 3 clusters Score -191339.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1004 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 1057 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 366 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5259 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 279 members 
Mstep: Class 36 contains 616 members 
Entering Unmasked Estep 
Score: -148082080.000000 Penalty: 125305.390625
Splitting cluster 9 changes total score from -148083200.000000 to -148082080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (23947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Entering Unmasked Estep 
Score: -2849855.750000 Penalty: 2500.732422
	Iteration 0F: 2 clusters Score -2849856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2833224.500000 Penalty: 5001.464844
	Iteration 0F: 3 clusters Score -2833224 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2839030.500000 Penalty: 5001.464844
	Iteration 1F: 3 clusters Score -2839030 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2839592.000000 Penalty: 5001.464844
	Iteration 2F: 3 clusters Score -2839592 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2840226.500000 Penalty: 5001.464844
	Iteration 3F: 3 clusters Score -2840226 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2840944.500000 Penalty: 5001.464844
	Iteration 4F: 3 clusters Score -2840944 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2841757.750000 Penalty: 5001.464844
	Iteration 5F: 3 clusters Score -2841758 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2842760.250000 Penalty: 5001.464844
	Iteration 6F: 3 clusters Score -2842760 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2843929.500000 Penalty: 5001.464844
	Iteration 7F: 3 clusters Score -2843930 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2845095.750000 Penalty: 5001.464844
	Iteration 8F: 3 clusters Score -2845096 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2845957.250000 Penalty: 5001.464844
	Iteration 9F: 3 clusters Score -2845957 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2846588.250000 Penalty: 5001.464844
	Iteration 10Q: 3 clusters Score -2846588 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2847078.750000 Penalty: 5001.464844
	Iteration 11Q: 3 clusters Score -2847079 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2847501.250000 Penalty: 5001.464844
	Iteration 12Q: 3 clusters Score -2847501 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2847865.000000 Penalty: 5001.464844
	Iteration 13Q: 3 clusters Score -2847865 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2848180.500000 Penalty: 5001.464844
	Iteration 14Q: 3 clusters Score -2848180 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2848379.250000 Penalty: 5001.464844
	Iteration 15Q: 3 clusters Score -2848379 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2848559.750000 Penalty: 5001.464844
	Iteration 16Q: 3 clusters Score -2848560 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2848682.250000 Penalty: 5001.464844
	Iteration 17Q: 3 clusters Score -2848682 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2848762.750000 Penalty: 5001.464844
	Iteration 18Q: 3 clusters Score -2848763 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2848838.500000 Penalty: 5001.464844
	Iteration 19Q: 3 clusters Score -2848838 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2848895.000000 Penalty: 5001.464844
	Iteration 20F: 3 clusters Score -2848895 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2848953.500000 Penalty: 5001.464844
	Iteration 21Q: 3 clusters Score -2848954 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2848997.750000 Penalty: 5001.464844
	Iteration 22Q: 3 clusters Score -2848998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2849042.750000 Penalty: 5001.464844
	Iteration 23Q: 3 clusters Score -2849043 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2849078.000000 Penalty: 5001.464844
	Iteration 24Q: 3 clusters Score -2849078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2849121.500000 Penalty: 5001.464844
	Iteration 25Q: 3 clusters Score -2849122 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2849147.500000 Penalty: 5001.464844
	Iteration 26Q: 3 clusters Score -2849148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2849168.500000 Penalty: 5001.464844
	Iteration 27Q: 3 clusters Score -2849168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2849195.250000 Penalty: 5001.464844
	Iteration 28Q: 3 clusters Score -2849195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2849198.000000 Penalty: 5001.464844
	Iteration 29Q: 3 clusters Score -2849198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2849210.500000 Penalty: 5001.464844
	Iteration 30Q: 3 clusters Score -2849210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2849210.750000 Penalty: 5001.464844
	Iteration 31Q: 3 clusters Score -2849211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2849218.750000 Penalty: 5001.464844
	Iteration 32Q: 3 clusters Score -2849219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2849223.250000 Penalty: 5001.464844
	Iteration 33Q: 3 clusters Score -2849223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2849234.000000 Penalty: 5001.464844
	Iteration 34Q: 3 clusters Score -2849234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2849238.500000 Penalty: 5001.464844
	Iteration 35Q: 3 clusters Score -2849238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2849240.750000 Penalty: 5001.464844
	Iteration 36Q: 3 clusters Score -2849241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2849240.250000 Penalty: 5001.464844
	Iteration 37Q: 3 clusters Score -2849240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2849242.500000 Penalty: 5001.464844
	Iteration 38Q: 3 clusters Score -2849242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2849242.750000 Penalty: 5001.464844
	Iteration 39Q: 3 clusters Score -2849243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2849240.250000 Penalty: 5001.464844
	Iteration 40F: 3 clusters Score -2849240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Entering Unmasked Estep 
Score: -107545.539062 Penalty: 1726.871094
	Iteration 0F: 2 clusters Score -107545.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -105617.984375 Penalty: 3453.742188
	Iteration 0F: 3 clusters Score -105618 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -106419.117188 Penalty: 3453.742188
	Iteration 1F: 3 clusters Score -106419.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -106884.242188 Penalty: 3453.742188
	Iteration 2F: 3 clusters Score -106884.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -107090.203125 Penalty: 3453.742188
	Iteration 3F: 3 clusters Score -107090.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -107210.046875 Penalty: 3453.742188
	Iteration 4Q: 3 clusters Score -107210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -107355.976562 Penalty: 3453.742188
	Iteration 5Q: 3 clusters Score -107356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -107486.992188 Penalty: 3453.742188
	Iteration 6Q: 3 clusters Score -107487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -107701.742188 Penalty: 3453.742188
	Iteration 7Q: 3 clusters Score -107701.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -107782.171875 Penalty: 3453.742188
	Iteration 8Q: 3 clusters Score -107782.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -107871.804688 Penalty: 3453.742188
	Iteration 9Q: 3 clusters Score -107871.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -107931.476562 Penalty: 3453.742188
	Iteration 10Q: 3 clusters Score -107931.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -108016.117188 Penalty: 3453.742188
	Iteration 11Q: 3 clusters Score -108016.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -108115.367188 Penalty: 3453.742188
	Iteration 12Q: 3 clusters Score -108115.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -108187.390625 Penalty: 3453.742188
	Iteration 13Q: 3 clusters Score -108187.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -108267.898438 Penalty: 3453.742188
	Iteration 14Q: 3 clusters Score -108267.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -108299.328125 Penalty: 3453.742188
	Iteration 15Q: 3 clusters Score -108299.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -108320.929688 Penalty: 3453.742188
	Iteration 16Q: 3 clusters Score -108320.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -108334.906250 Penalty: 3453.742188
	Iteration 17Q: 3 clusters Score -108334.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -108341.867188 Penalty: 3453.742188
	Iteration 18Q: 3 clusters Score -108341.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -108352.914062 Penalty: 3453.742188
	Iteration 19Q: 3 clusters Score -108352.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -108374.585938 Penalty: 3453.742188
	Iteration 20F: 3 clusters Score -108374.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -108391.718750 Penalty: 3453.742188
	Iteration 21Q: 3 clusters Score -108391.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -108431.601562 Penalty: 3453.742188
	Iteration 22Q: 3 clusters Score -108431.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -108442.609375 Penalty: 3453.742188
	Iteration 23Q: 3 clusters Score -108442.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -108455.718750 Penalty: 3453.742188
	Iteration 24Q: 3 clusters Score -108455.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -108494.000000 Penalty: 3453.742188
	Iteration 25Q: 3 clusters Score -108494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -108694.679688 Penalty: 3453.742188
	Iteration 26Q: 3 clusters Score -108694.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -109240.335938 Penalty: 3453.742188
	Iteration 27Q: 3 clusters Score -109240.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -109558.679688 Penalty: 3453.742188
	Iteration 28Q: 3 clusters Score -109558.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -109574.117188 Penalty: 3453.742188
	Iteration 29Q: 3 clusters Score -109574.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -109579.640625 Penalty: 3453.742188
	Iteration 30Q: 3 clusters Score -109579.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -109585.750000 Penalty: 3453.742188
	Iteration 31Q: 3 clusters Score -109585.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -109589.804688 Penalty: 3453.742188
	Iteration 32Q: 3 clusters Score -109589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -109589.804688 Penalty: 3453.742188
	Iteration 33F: 3 clusters Score -109589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 638 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 366 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 717 members 
Mstep: Class 29 contains 5259 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 279 members 
Mstep: Class 36 contains 419 members 
Entering Unmasked Estep 
Score: -148083584.000000 Penalty: 125305.390625
Splitting cluster 11 changes total score from -148083200.000000 to -148083584.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 12 (17261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Entering Unmasked Estep 
Score: -2012623.875000 Penalty: 2419.538818
	Iteration 0F: 2 clusters Score -2012624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2000306.750000 Penalty: 4839.077637
	Iteration 0F: 3 clusters Score -2000307 nChanged 7495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2004472.875000 Penalty: 4839.077637
	Iteration 1F: 3 clusters Score -2004473 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2004902.125000 Penalty: 4839.077637
	Iteration 2F: 3 clusters Score -2004902 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2005240.375000 Penalty: 4839.077637
	Iteration 3Q: 3 clusters Score -2005240 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2005532.625000 Penalty: 4839.077637
	Iteration 4Q: 3 clusters Score -2005533 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2005832.000000 Penalty: 4839.077637
	Iteration 5Q: 3 clusters Score -2005832 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2006083.500000 Penalty: 4839.077637
	Iteration 6Q: 3 clusters Score -2006084 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2006333.625000 Penalty: 4839.077637
	Iteration 7Q: 3 clusters Score -2006334 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2006584.375000 Penalty: 4839.077637
	Iteration 8Q: 3 clusters Score -2006584 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2006825.500000 Penalty: 4839.077637
	Iteration 9Q: 3 clusters Score -2006826 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2007132.250000 Penalty: 4839.077637
	Iteration 10Q: 3 clusters Score -2007132 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2007499.875000 Penalty: 4839.077637
	Iteration 11Q: 3 clusters Score -2007500 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2007854.750000 Penalty: 4839.077637
	Iteration 12Q: 3 clusters Score -2007855 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -2008168.250000 Penalty: 4839.077637
	Iteration 13Q: 3 clusters Score -2008168 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2008407.375000 Penalty: 4839.077637
	Iteration 14Q: 3 clusters Score -2008407 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2008613.125000 Penalty: 4839.077637
	Iteration 15Q: 3 clusters Score -2008613 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2008794.000000 Penalty: 4839.077637
	Iteration 16Q: 3 clusters Score -2008794 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2008968.875000 Penalty: 4839.077637
	Iteration 17Q: 3 clusters Score -2008969 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2009096.750000 Penalty: 4839.077637
	Iteration 18Q: 3 clusters Score -2009097 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2009203.000000 Penalty: 4839.077637
	Iteration 19Q: 3 clusters Score -2009203 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2009301.625000 Penalty: 4839.077637
	Iteration 20F: 3 clusters Score -2009302 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2009387.250000 Penalty: 4839.077637
	Iteration 21Q: 3 clusters Score -2009387 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2009476.250000 Penalty: 4839.077637
	Iteration 22Q: 3 clusters Score -2009476 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2009549.250000 Penalty: 4839.077637
	Iteration 23Q: 3 clusters Score -2009549 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2009636.625000 Penalty: 4839.077637
	Iteration 24Q: 3 clusters Score -2009637 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2009727.625000 Penalty: 4839.077637
	Iteration 25Q: 3 clusters Score -2009728 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2009832.750000 Penalty: 4839.077637
	Iteration 26Q: 3 clusters Score -2009833 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2009953.875000 Penalty: 4839.077637
	Iteration 27Q: 3 clusters Score -2009954 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2010070.000000 Penalty: 4839.077637
	Iteration 28Q: 3 clusters Score -2010070 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2010178.875000 Penalty: 4839.077637
	Iteration 29Q: 3 clusters Score -2010179 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2010271.375000 Penalty: 4839.077637
	Iteration 30Q: 3 clusters Score -2010271 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2010354.375000 Penalty: 4839.077637
	Iteration 31Q: 3 clusters Score -2010354 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2010443.125000 Penalty: 4839.077637
	Iteration 32Q: 3 clusters Score -2010443 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2010499.875000 Penalty: 4839.077637
	Iteration 33Q: 3 clusters Score -2010500 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2010566.625000 Penalty: 4839.077637
	Iteration 34Q: 3 clusters Score -2010567 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2010635.125000 Penalty: 4839.077637
	Iteration 35Q: 3 clusters Score -2010635 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2010736.750000 Penalty: 4839.077637
	Iteration 36Q: 3 clusters Score -2010737 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2010866.750000 Penalty: 4839.077637
	Iteration 37Q: 3 clusters Score -2010867 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2011005.125000 Penalty: 4839.077637
	Iteration 38Q: 3 clusters Score -2011005 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2011172.000000 Penalty: 4839.077637
	Iteration 39Q: 3 clusters Score -2011172 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2011375.250000 Penalty: 4839.077637
	Iteration 40F: 3 clusters Score -2011375 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2011623.125000 Penalty: 4839.077637
	Iteration 41Q: 3 clusters Score -2011623 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2011836.500000 Penalty: 4839.077637
	Iteration 42Q: 3 clusters Score -2011836 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2011978.375000 Penalty: 4839.077637
	Iteration 43Q: 3 clusters Score -2011978 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2012038.500000 Penalty: 4839.077637
	Iteration 44Q: 3 clusters Score -2012038 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2012067.625000 Penalty: 4839.077637
	Iteration 45Q: 3 clusters Score -2012068 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2012105.250000 Penalty: 4839.077637
	Iteration 46Q: 3 clusters Score -2012105 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2012127.625000 Penalty: 4839.077637
	Iteration 47Q: 3 clusters Score -2012128 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -2012140.000000 Penalty: 4839.077637
	Iteration 48Q: 3 clusters Score -2012140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2012152.000000 Penalty: 4839.077637
	Iteration 49Q: 3 clusters Score -2012152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2012155.750000 Penalty: 4839.077637
	Iteration 50Q: 3 clusters Score -2012156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2012157.375000 Penalty: 4839.077637
	Iteration 51Q: 3 clusters Score -2012157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2012156.875000 Penalty: 4839.077637
	Iteration 52Q: 3 clusters Score -2012157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2012157.250000 Penalty: 4839.077637
	Iteration 53Q: 3 clusters Score -2012157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2012160.500000 Penalty: 4839.077637
	Iteration 54Q: 3 clusters Score -2012160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2012164.500000 Penalty: 4839.077637
	Iteration 55Q: 3 clusters Score -2012164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2012164.500000 Penalty: 4839.077637
	Iteration 56F: 3 clusters Score -2012164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Entering Unmasked Estep 
Score: -532291.625000 Penalty: 2087.837158
	Iteration 0F: 2 clusters Score -532291.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -528100.812500 Penalty: 4175.674316
	Iteration 0F: 3 clusters Score -528100.8 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -529073.187500 Penalty: 4175.674316
	Iteration 1F: 3 clusters Score -529073.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -529327.062500 Penalty: 4175.674316
	Iteration 2F: 3 clusters Score -529327.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -529515.312500 Penalty: 4175.674316
	Iteration 3F: 3 clusters Score -529515.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -529664.375000 Penalty: 4175.674316
	Iteration 4Q: 3 clusters Score -529664.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -529806.375000 Penalty: 4175.674316
	Iteration 5Q: 3 clusters Score -529806.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -529941.812500 Penalty: 4175.674316
	Iteration 6Q: 3 clusters Score -529941.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -530108.062500 Penalty: 4175.674316
	Iteration 7Q: 3 clusters Score -530108.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -530291.562500 Penalty: 4175.674316
	Iteration 8Q: 3 clusters Score -530291.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -530450.875000 Penalty: 4175.674316
	Iteration 9Q: 3 clusters Score -530450.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -530596.375000 Penalty: 4175.674316
	Iteration 10Q: 3 clusters Score -530596.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -530712.437500 Penalty: 4175.674316
	Iteration 11Q: 3 clusters Score -530712.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -530805.062500 Penalty: 4175.674316
	Iteration 12Q: 3 clusters Score -530805.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -530893.750000 Penalty: 4175.674316
	Iteration 13Q: 3 clusters Score -530893.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -530953.437500 Penalty: 4175.674316
	Iteration 14Q: 3 clusters Score -530953.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -531003.687500 Penalty: 4175.674316
	Iteration 15Q: 3 clusters Score -531003.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -531035.562500 Penalty: 4175.674316
	Iteration 16Q: 3 clusters Score -531035.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -531062.250000 Penalty: 4175.674316
	Iteration 17Q: 3 clusters Score -531062.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -531087.812500 Penalty: 4175.674316
	Iteration 18Q: 3 clusters Score -531087.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -531105.562500 Penalty: 4175.674316
	Iteration 19Q: 3 clusters Score -531105.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -531123.625000 Penalty: 4175.674316
	Iteration 20F: 3 clusters Score -531123.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -531129.687500 Penalty: 4175.674316
	Iteration 21Q: 3 clusters Score -531129.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -531137.625000 Penalty: 4175.674316
	Iteration 22Q: 3 clusters Score -531137.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -531143.250000 Penalty: 4175.674316
	Iteration 23Q: 3 clusters Score -531143.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -531150.500000 Penalty: 4175.674316
	Iteration 24Q: 3 clusters Score -531150.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -531155.187500 Penalty: 4175.674316
	Iteration 25Q: 3 clusters Score -531155.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -531158.625000 Penalty: 4175.674316
	Iteration 26Q: 3 clusters Score -531158.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -531161.312500 Penalty: 4175.674316
	Iteration 27Q: 3 clusters Score -531161.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -531165.062500 Penalty: 4175.674316
	Iteration 28Q: 3 clusters Score -531165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -531167.375000 Penalty: 4175.674316
	Iteration 29Q: 3 clusters Score -531167.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -531171.500000 Penalty: 4175.674316
	Iteration 30Q: 3 clusters Score -531171.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -531175.750000 Penalty: 4175.674316
	Iteration 31Q: 3 clusters Score -531175.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -531183.687500 Penalty: 4175.674316
	Iteration 32Q: 3 clusters Score -531183.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -531187.312500 Penalty: 4175.674316
	Iteration 33Q: 3 clusters Score -531187.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -531190.187500 Penalty: 4175.674316
	Iteration 34Q: 3 clusters Score -531190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -531192.312500 Penalty: 4175.674316
	Iteration 35Q: 3 clusters Score -531192.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -531193.187500 Penalty: 4175.674316
	Iteration 36Q: 3 clusters Score -531193.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -531194.625000 Penalty: 4175.674316
	Iteration 37Q: 3 clusters Score -531194.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -531196.437500 Penalty: 4175.674316
	Iteration 38Q: 3 clusters Score -531196.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -531196.937500 Penalty: 4175.674316
	Iteration 39Q: 3 clusters Score -531196.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -531197.375000 Penalty: 4175.674316
	Iteration 40F: 3 clusters Score -531197.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -531197.625000 Penalty: 4175.674316
	Iteration 41Q: 3 clusters Score -531197.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -531197.937500 Penalty: 4175.674316
	Iteration 42Q: 3 clusters Score -531197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -531198.437500 Penalty: 4175.674316
	Iteration 43Q: 3 clusters Score -531198.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -531198.437500 Penalty: 4175.674316
	Iteration 44F: 3 clusters Score -531198.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Entering Unmasked Estep 
Score: -1375507.000000 Penalty: 2332.807617
	Iteration 0F: 2 clusters Score -1375507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1366431.000000 Penalty: 4665.615234
	Iteration 0F: 3 clusters Score -1366431 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1369316.750000 Penalty: 4665.615234
	Iteration 1F: 3 clusters Score -1369317 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1369788.000000 Penalty: 4665.615234
	Iteration 2F: 3 clusters Score -1369788 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1370230.000000 Penalty: 4665.615234
	Iteration 3F: 3 clusters Score -1370230 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1370583.875000 Penalty: 4665.615234
	Iteration 4F: 3 clusters Score -1370584 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1370862.250000 Penalty: 4665.615234
	Iteration 5Q: 3 clusters Score -1370862 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1371096.250000 Penalty: 4665.615234
	Iteration 6Q: 3 clusters Score -1371096 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1371276.250000 Penalty: 4665.615234
	Iteration 7Q: 3 clusters Score -1371276 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1371410.125000 Penalty: 4665.615234
	Iteration 8Q: 3 clusters Score -1371410 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1371510.500000 Penalty: 4665.615234
	Iteration 9Q: 3 clusters Score -1371510 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1371601.750000 Penalty: 4665.615234
	Iteration 10Q: 3 clusters Score -1371602 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1371688.875000 Penalty: 4665.615234
	Iteration 11Q: 3 clusters Score -1371689 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1371750.500000 Penalty: 4665.615234
	Iteration 12Q: 3 clusters Score -1371750 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1371844.625000 Penalty: 4665.615234
	Iteration 13Q: 3 clusters Score -1371845 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1371947.750000 Penalty: 4665.615234
	Iteration 14Q: 3 clusters Score -1371948 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1372046.000000 Penalty: 4665.615234
	Iteration 15Q: 3 clusters Score -1372046 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1372160.125000 Penalty: 4665.615234
	Iteration 16Q: 3 clusters Score -1372160 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1372312.375000 Penalty: 4665.615234
	Iteration 17Q: 3 clusters Score -1372312 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1372462.750000 Penalty: 4665.615234
	Iteration 18Q: 3 clusters Score -1372463 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1372579.000000 Penalty: 4665.615234
	Iteration 19Q: 3 clusters Score -1372579 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1372673.625000 Penalty: 4665.615234
	Iteration 20F: 3 clusters Score -1372674 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1372746.125000 Penalty: 4665.615234
	Iteration 21Q: 3 clusters Score -1372746 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1372800.125000 Penalty: 4665.615234
	Iteration 22Q: 3 clusters Score -1372800 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1372854.125000 Penalty: 4665.615234
	Iteration 23Q: 3 clusters Score -1372854 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1372920.250000 Penalty: 4665.615234
	Iteration 24Q: 3 clusters Score -1372920 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1372983.125000 Penalty: 4665.615234
	Iteration 25Q: 3 clusters Score -1372983 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1373047.125000 Penalty: 4665.615234
	Iteration 26Q: 3 clusters Score -1373047 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1373124.000000 Penalty: 4665.615234
	Iteration 27Q: 3 clusters Score -1373124 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1373208.000000 Penalty: 4665.615234
	Iteration 28Q: 3 clusters Score -1373208 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1373292.500000 Penalty: 4665.615234
	Iteration 29Q: 3 clusters Score -1373292 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1373351.875000 Penalty: 4665.615234
	Iteration 30Q: 3 clusters Score -1373352 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1373416.375000 Penalty: 4665.615234
	Iteration 31Q: 3 clusters Score -1373416 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1373474.000000 Penalty: 4665.615234
	Iteration 32Q: 3 clusters Score -1373474 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1373513.750000 Penalty: 4665.615234
	Iteration 33Q: 3 clusters Score -1373514 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1373557.500000 Penalty: 4665.615234
	Iteration 34Q: 3 clusters Score -1373558 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1373594.750000 Penalty: 4665.615234
	Iteration 35Q: 3 clusters Score -1373595 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1373622.750000 Penalty: 4665.615234
	Iteration 36Q: 3 clusters Score -1373623 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1373641.000000 Penalty: 4665.615234
	Iteration 37Q: 3 clusters Score -1373641 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1373658.625000 Penalty: 4665.615234
	Iteration 38Q: 3 clusters Score -1373659 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1373676.125000 Penalty: 4665.615234
	Iteration 39Q: 3 clusters Score -1373676 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1373698.375000 Penalty: 4665.615234
	Iteration 40F: 3 clusters Score -1373698 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1373719.000000 Penalty: 4665.615234
	Iteration 41Q: 3 clusters Score -1373719 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1373734.125000 Penalty: 4665.615234
	Iteration 42Q: 3 clusters Score -1373734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1373752.875000 Penalty: 4665.615234
	Iteration 43Q: 3 clusters Score -1373753 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1373772.625000 Penalty: 4665.615234
	Iteration 44Q: 3 clusters Score -1373773 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1373794.875000 Penalty: 4665.615234
	Iteration 45Q: 3 clusters Score -1373795 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1373806.500000 Penalty: 4665.615234
	Iteration 46Q: 3 clusters Score -1373806 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1373818.625000 Penalty: 4665.615234
	Iteration 47Q: 3 clusters Score -1373819 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1373827.375000 Penalty: 4665.615234
	Iteration 48Q: 3 clusters Score -1373827 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1373843.250000 Penalty: 4665.615234
	Iteration 49Q: 3 clusters Score -1373843 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1373853.500000 Penalty: 4665.615234
	Iteration 50Q: 3 clusters Score -1373854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1373868.625000 Penalty: 4665.615234
	Iteration 51Q: 3 clusters Score -1373869 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1373875.250000 Penalty: 4665.615234
	Iteration 52Q: 3 clusters Score -1373875 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1373882.500000 Penalty: 4665.615234
	Iteration 53Q: 3 clusters Score -1373882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1373893.250000 Penalty: 4665.615234
	Iteration 54Q: 3 clusters Score -1373893 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1373904.000000 Penalty: 4665.615234
	Iteration 55Q: 3 clusters Score -1373904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1373906.000000 Penalty: 4665.615234
	Iteration 56Q: 3 clusters Score -1373906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1373914.250000 Penalty: 4665.615234
	Iteration 57Q: 3 clusters Score -1373914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1373919.250000 Penalty: 4665.615234
	Iteration 58Q: 3 clusters Score -1373919 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1373921.125000 Penalty: 4665.615234
	Iteration 59Q: 3 clusters Score -1373921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1373927.625000 Penalty: 4665.615234
	Iteration 60F: 3 clusters Score -1373928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1373926.000000 Penalty: 4665.615234
	Iteration 61Q: 3 clusters Score -1373926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1373931.125000 Penalty: 4665.615234
	Iteration 62Q: 3 clusters Score -1373931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1373935.250000 Penalty: 4665.615234
	Iteration 63Q: 3 clusters Score -1373935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1373940.875000 Penalty: 4665.615234
	Iteration 64Q: 3 clusters Score -1373941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1373944.625000 Penalty: 4665.615234
	Iteration 65Q: 3 clusters Score -1373945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1373950.875000 Penalty: 4665.615234
	Iteration 66Q: 3 clusters Score -1373951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1373954.000000 Penalty: 4665.615234
	Iteration 67Q: 3 clusters Score -1373954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1373960.625000 Penalty: 4665.615234
	Iteration 68Q: 3 clusters Score -1373961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1373965.250000 Penalty: 4665.615234
	Iteration 69Q: 3 clusters Score -1373965 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1373965.375000 Penalty: 4665.615234
	Iteration 70Q: 3 clusters Score -1373965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1373969.000000 Penalty: 4665.615234
	Iteration 71Q: 3 clusters Score -1373969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1373971.375000 Penalty: 4665.615234
	Iteration 72Q: 3 clusters Score -1373971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1373977.875000 Penalty: 4665.615234
	Iteration 73Q: 3 clusters Score -1373978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1373979.625000 Penalty: 4665.615234
	Iteration 74Q: 3 clusters Score -1373980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1373984.375000 Penalty: 4665.615234
	Iteration 75Q: 3 clusters Score -1373984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1373984.875000 Penalty: 4665.615234
	Iteration 76Q: 3 clusters Score -1373985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1373987.875000 Penalty: 4665.615234
	Iteration 77Q: 3 clusters Score -1373988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1373993.625000 Penalty: 4665.615234
	Iteration 78Q: 3 clusters Score -1373994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1373999.250000 Penalty: 4665.615234
	Iteration 79Q: 3 clusters Score -1373999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1374007.500000 Penalty: 4665.615234
	Iteration 80F: 3 clusters Score -1374008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1374010.000000 Penalty: 4665.615234
	Iteration 81Q: 3 clusters Score -1374010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1374008.875000 Penalty: 4665.615234
	Iteration 82Q: 3 clusters Score -1374009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1374009.125000 Penalty: 4665.615234
	Iteration 83Q: 3 clusters Score -1374009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1374006.250000 Penalty: 4665.615234
	Iteration 84Q: 3 clusters Score -1374006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1374009.375000 Penalty: 4665.615234
	Iteration 85Q: 3 clusters Score -1374009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1374010.250000 Penalty: 4665.615234
	Iteration 86Q: 3 clusters Score -1374010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1374008.625000 Penalty: 4665.615234
	Iteration 87Q: 3 clusters Score -1374009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1374007.375000 Penalty: 4665.615234
	Iteration 88Q: 3 clusters Score -1374007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1374007.500000 Penalty: 4665.615234
	Iteration 89Q: 3 clusters Score -1374008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1374009.625000 Penalty: 4665.615234
	Iteration 90Q: 3 clusters Score -1374010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1374012.875000 Penalty: 4665.615234
	Iteration 91Q: 3 clusters Score -1374013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1374012.875000 Penalty: 4665.615234
	Iteration 92Q: 3 clusters Score -1374013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1374012.875000 Penalty: 4665.615234
	Iteration 93F: 3 clusters Score -1374013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -18139.699219 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -18139.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17044.148438 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -17044.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17107.623047 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -17107.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17123.191406 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -17123.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -17123.191406 Penalty: 2630.439209
	Iteration 3F: 3 clusters Score -17123.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (59691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Entering Unmasked Estep 
Score: -7353045.000000 Penalty: 2727.240234
	Iteration 0F: 2 clusters Score -7353045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -7312816.000000 Penalty: 5454.480469
	Iteration 0F: 3 clusters Score -7312816 nChanged 27778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -7328451.000000 Penalty: 5454.480469
	Iteration 1F: 3 clusters Score -7328451 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -7329130.500000 Penalty: 5454.480469
	Iteration 2Q: 3 clusters Score -7329130 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -7329854.000000 Penalty: 5454.480469
	Iteration 3Q: 3 clusters Score -7329854 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -7330794.000000 Penalty: 5454.480469
	Iteration 4Q: 3 clusters Score -7330794 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -7332048.000000 Penalty: 5454.480469
	Iteration 5Q: 3 clusters Score -7332048 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -7333952.000000 Penalty: 5454.480469
	Iteration 6F: 3 clusters Score -7333952 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -7336666.500000 Penalty: 5454.480469
	Iteration 7F: 3 clusters Score -7336666 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -7340010.500000 Penalty: 5454.480469
	Iteration 8F: 3 clusters Score -7340010 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -7343328.500000 Penalty: 5454.480469
	Iteration 9F: 3 clusters Score -7343328 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -7346210.500000 Penalty: 5454.480469
	Iteration 10F: 3 clusters Score -7346210 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56569 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7348244.500000 Penalty: 5454.480469
	Iteration 11Q: 3 clusters Score -7348244 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57813 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -7349460.500000 Penalty: 5454.480469
	Iteration 12Q: 3 clusters Score -7349460 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58407 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7350023.000000 Penalty: 5454.480469
	Iteration 13Q: 3 clusters Score -7350023 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7350275.000000 Penalty: 5454.480469
	Iteration 14Q: 3 clusters Score -7350275 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7350417.000000 Penalty: 5454.480469
	Iteration 15Q: 3 clusters Score -7350417 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7350518.000000 Penalty: 5454.480469
	Iteration 16Q: 3 clusters Score -7350518 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7350590.500000 Penalty: 5454.480469
	Iteration 17Q: 3 clusters Score -7350590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7350623.000000 Penalty: 5454.480469
	Iteration 18Q: 3 clusters Score -7350623 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7350662.000000 Penalty: 5454.480469
	Iteration 19Q: 3 clusters Score -7350662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7350685.000000 Penalty: 5454.480469
	Iteration 20F: 3 clusters Score -7350685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7350697.000000 Penalty: 5454.480469
	Iteration 21Q: 3 clusters Score -7350697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7350709.000000 Penalty: 5454.480469
	Iteration 22Q: 3 clusters Score -7350709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7350722.000000 Penalty: 5454.480469
	Iteration 23Q: 3 clusters Score -7350722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7350722.500000 Penalty: 5454.480469
	Iteration 24Q: 3 clusters Score -7350722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59184 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7350734.000000 Penalty: 5454.480469
	Iteration 25Q: 3 clusters Score -7350734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7350736.500000 Penalty: 5454.480469
	Iteration 26Q: 3 clusters Score -7350736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7350737.000000 Penalty: 5454.480469
	Iteration 27Q: 3 clusters Score -7350737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7350736.500000 Penalty: 5454.480469
	Iteration 28Q: 3 clusters Score -7350736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7350737.000000 Penalty: 5454.480469
	Iteration 29Q: 3 clusters Score -7350737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59187 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7350737.000000 Penalty: 5454.480469
	Iteration 30F: 3 clusters Score -7350737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (182075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182075 members 
Entering Unmasked Estep 
Score: -22199514.000000 Penalty: 3003.819092
	Iteration 0F: 2 clusters Score -2.219951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91207 members 
Mstep: Class 2 contains 90868 members 
Entering Unmasked Estep 
Score: -22078622.000000 Penalty: 6007.638184
	Iteration 0F: 3 clusters Score -2.207862e+07 nChanged 87460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93255 members 
Mstep: Class 2 contains 88820 members 
Entering Unmasked Estep 
Score: -22129804.000000 Penalty: 6007.638184
	Iteration 1F: 3 clusters Score -2.21298e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94265 members 
Mstep: Class 2 contains 87810 members 
Entering Unmasked Estep 
Score: -22131066.000000 Penalty: 6007.638184
	Iteration 2Q: 3 clusters Score -2.213107e+07 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95584 members 
Mstep: Class 2 contains 86491 members 
Entering Unmasked Estep 
Score: -22132804.000000 Penalty: 6007.638184
	Iteration 3Q: 3 clusters Score -2.21328e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97374 members 
Mstep: Class 2 contains 84701 members 
Entering Unmasked Estep 
Score: -22135308.000000 Penalty: 6007.638184
	Iteration 4Q: 3 clusters Score -2.213531e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99803 members 
Mstep: Class 2 contains 82272 members 
Entering Unmasked Estep 
Score: -22139098.000000 Penalty: 6007.638184
	Iteration 5Q: 3 clusters Score -2.21391e+07 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103048 members 
Mstep: Class 2 contains 79027 members 
Entering Unmasked Estep 
Score: -22144166.000000 Penalty: 6007.638184
	Iteration 6F: 3 clusters Score -2.214417e+07 nChanged 10315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107453 members 
Mstep: Class 2 contains 74622 members 
Entering Unmasked Estep 
Score: -22150442.000000 Penalty: 6007.638184
	Iteration 7F: 3 clusters Score -2.215044e+07 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112695 members 
Mstep: Class 2 contains 69380 members 
Entering Unmasked Estep 
Score: -22156508.000000 Penalty: 6007.638184
	Iteration 8F: 3 clusters Score -2.215651e+07 nChanged 9917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118274 members 
Mstep: Class 2 contains 63801 members 
Entering Unmasked Estep 
Score: -22161870.000000 Penalty: 6007.638184
	Iteration 9F: 3 clusters Score -2.216187e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124100 members 
Mstep: Class 2 contains 57975 members 
Entering Unmasked Estep 
Score: -22166240.000000 Penalty: 6007.638184
	Iteration 10Q: 3 clusters Score -2.216624e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129932 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -22169916.000000 Penalty: 6007.638184
	Iteration 11Q: 3 clusters Score -2.216992e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135788 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -22172938.000000 Penalty: 6007.638184
	Iteration 12Q: 3 clusters Score -2.217294e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141430 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -22176212.000000 Penalty: 6007.638184
	Iteration 13Q: 3 clusters Score -2.217621e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146870 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -22179860.000000 Penalty: 6007.638184
	Iteration 14Q: 3 clusters Score -2.217986e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151714 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -22183656.000000 Penalty: 6007.638184
	Iteration 15Q: 3 clusters Score -2.218366e+07 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155661 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -22187294.000000 Penalty: 6007.638184
	Iteration 16Q: 3 clusters Score -2.218729e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158474 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -22189826.000000 Penalty: 6007.638184
	Iteration 17Q: 3 clusters Score -2.218983e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160508 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -22191204.000000 Penalty: 6007.638184
	Iteration 18Q: 3 clusters Score -2.21912e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162171 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -22192016.000000 Penalty: 6007.638184
	Iteration 19Q: 3 clusters Score -2.219202e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163547 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -22192580.000000 Penalty: 6007.638184
	Iteration 20F: 3 clusters Score -2.219258e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164768 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -22192960.000000 Penalty: 6007.638184
	Iteration 21Q: 3 clusters Score -2.219296e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165909 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -22193324.000000 Penalty: 6007.638184
	Iteration 22Q: 3 clusters Score -2.219332e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166922 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -22193562.000000 Penalty: 6007.638184
	Iteration 23Q: 3 clusters Score -2.219356e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167870 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -22193882.000000 Penalty: 6007.638184
	Iteration 24Q: 3 clusters Score -2.219388e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168787 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -22194070.000000 Penalty: 6007.638184
	Iteration 25Q: 3 clusters Score -2.219407e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169710 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -22194380.000000 Penalty: 6007.638184
	Iteration 26Q: 3 clusters Score -2.219438e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170585 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -22194576.000000 Penalty: 6007.638184
	Iteration 27Q: 3 clusters Score -2.219458e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171376 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -22194744.000000 Penalty: 6007.638184
	Iteration 28Q: 3 clusters Score -2.219474e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172140 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -22194936.000000 Penalty: 6007.638184
	Iteration 29Q: 3 clusters Score -2.219494e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172908 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -22195076.000000 Penalty: 6007.638184
	Iteration 30Q: 3 clusters Score -2.219508e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173631 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -22195216.000000 Penalty: 6007.638184
	Iteration 31Q: 3 clusters Score -2.219522e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174317 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -22195402.000000 Penalty: 6007.638184
	Iteration 32Q: 3 clusters Score -2.21954e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174941 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -22195484.000000 Penalty: 6007.638184
	Iteration 33Q: 3 clusters Score -2.219548e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175522 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -22195754.000000 Penalty: 6007.638184
	Iteration 34Q: 3 clusters Score -2.219575e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176018 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -22195860.000000 Penalty: 6007.638184
	Iteration 35Q: 3 clusters Score -2.219586e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176497 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -22196000.000000 Penalty: 6007.638184
	Iteration 36Q: 3 clusters Score -2.2196e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176963 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -22196202.000000 Penalty: 6007.638184
	Iteration 37Q: 3 clusters Score -2.21962e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177372 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -22196286.000000 Penalty: 6007.638184
	Iteration 38Q: 3 clusters Score -2.219629e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177742 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -22196466.000000 Penalty: 6007.638184
	Iteration 39Q: 3 clusters Score -2.219647e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178040 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -22196604.000000 Penalty: 6007.638184
	Iteration 40F: 3 clusters Score -2.21966e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178284 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -22196676.000000 Penalty: 6007.638184
	Iteration 41Q: 3 clusters Score -2.219668e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178511 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -22196792.000000 Penalty: 6007.638184
	Iteration 42Q: 3 clusters Score -2.219679e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178696 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -22196806.000000 Penalty: 6007.638184
	Iteration 43Q: 3 clusters Score -2.219681e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178855 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -22196834.000000 Penalty: 6007.638184
	Iteration 44Q: 3 clusters Score -2.219683e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179009 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -22196860.000000 Penalty: 6007.638184
	Iteration 45Q: 3 clusters Score -2.219686e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179133 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -22196892.000000 Penalty: 6007.638184
	Iteration 46Q: 3 clusters Score -2.219689e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179241 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -22196916.000000 Penalty: 6007.638184
	Iteration 47Q: 3 clusters Score -2.219692e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179330 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -22196926.000000 Penalty: 6007.638184
	Iteration 48Q: 3 clusters Score -2.219693e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179403 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -22196966.000000 Penalty: 6007.638184
	Iteration 49Q: 3 clusters Score -2.219697e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179472 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -22197016.000000 Penalty: 6007.638184
	Iteration 50Q: 3 clusters Score -2.219702e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179540 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -22197050.000000 Penalty: 6007.638184
	Iteration 51Q: 3 clusters Score -2.219705e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179600 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -22197100.000000 Penalty: 6007.638184
	Iteration 52Q: 3 clusters Score -2.21971e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179663 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -22197088.000000 Penalty: 6007.638184
	Iteration 53Q: 3 clusters Score -2.219709e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179715 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -22197134.000000 Penalty: 6007.638184
	Iteration 54Q: 3 clusters Score -2.219713e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179755 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -22197150.000000 Penalty: 6007.638184
	Iteration 55Q: 3 clusters Score -2.219715e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179793 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -22197156.000000 Penalty: 6007.638184
	Iteration 56Q: 3 clusters Score -2.219716e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179821 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -22197184.000000 Penalty: 6007.638184
	Iteration 57Q: 3 clusters Score -2.219718e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179848 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -22197200.000000 Penalty: 6007.638184
	Iteration 58Q: 3 clusters Score -2.21972e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179873 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -22197224.000000 Penalty: 6007.638184
	Iteration 59Q: 3 clusters Score -2.219722e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179897 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -22197212.000000 Penalty: 6007.638184
	Iteration 60F: 3 clusters Score -2.219721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179920 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -22197234.000000 Penalty: 6007.638184
	Iteration 61Q: 3 clusters Score -2.219723e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179940 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -22197242.000000 Penalty: 6007.638184
	Iteration 62Q: 3 clusters Score -2.219724e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179956 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -22197244.000000 Penalty: 6007.638184
	Iteration 63Q: 3 clusters Score -2.219724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179968 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -22197230.000000 Penalty: 6007.638184
	Iteration 64Q: 3 clusters Score -2.219723e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179979 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -22197250.000000 Penalty: 6007.638184
	Iteration 65Q: 3 clusters Score -2.219725e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179990 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -22197242.000000 Penalty: 6007.638184
	Iteration 66Q: 3 clusters Score -2.219724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179995 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -22197252.000000 Penalty: 6007.638184
	Iteration 67Q: 3 clusters Score -2.219725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180005 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -22197258.000000 Penalty: 6007.638184
	Iteration 68Q: 3 clusters Score -2.219726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180013 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -22197252.000000 Penalty: 6007.638184
	Iteration 69Q: 3 clusters Score -2.219725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180022 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -22197234.000000 Penalty: 6007.638184
	Iteration 70Q: 3 clusters Score -2.219723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180030 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -22197242.000000 Penalty: 6007.638184
	Iteration 71Q: 3 clusters Score -2.219724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180033 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -22197240.000000 Penalty: 6007.638184
	Iteration 72Q: 3 clusters Score -2.219724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180040 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -22197254.000000 Penalty: 6007.638184
	Iteration 73Q: 3 clusters Score -2.219725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180040 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -22197282.000000 Penalty: 6007.638184
	Iteration 74Q: 3 clusters Score -2.219728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180044 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -22197274.000000 Penalty: 6007.638184
	Iteration 75Q: 3 clusters Score -2.219727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180049 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -22197264.000000 Penalty: 6007.638184
	Iteration 76Q: 3 clusters Score -2.219726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180056 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -22197268.000000 Penalty: 6007.638184
	Iteration 77Q: 3 clusters Score -2.219727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180061 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -22197270.000000 Penalty: 6007.638184
	Iteration 78Q: 3 clusters Score -2.219727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180062 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -22197278.000000 Penalty: 6007.638184
	Iteration 79Q: 3 clusters Score -2.219728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180064 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -22197272.000000 Penalty: 6007.638184
	Iteration 80F: 3 clusters Score -2.219727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180065 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -22197282.000000 Penalty: 6007.638184
	Iteration 81Q: 3 clusters Score -2.219728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180069 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -22197276.000000 Penalty: 6007.638184
	Iteration 82Q: 3 clusters Score -2.219728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180073 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -22197266.000000 Penalty: 6007.638184
	Iteration 83Q: 3 clusters Score -2.219727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180078 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -22197278.000000 Penalty: 6007.638184
	Iteration 84Q: 3 clusters Score -2.219728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180083 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -22197264.000000 Penalty: 6007.638184
	Iteration 85Q: 3 clusters Score -2.219726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180087 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -22197272.000000 Penalty: 6007.638184
	Iteration 86Q: 3 clusters Score -2.219727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180089 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -22197268.000000 Penalty: 6007.638184
	Iteration 87Q: 3 clusters Score -2.219727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180095 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -22197268.000000 Penalty: 6007.638184
	Iteration 88Q: 3 clusters Score -2.219727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180098 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -22197270.000000 Penalty: 6007.638184
	Iteration 89Q: 3 clusters Score -2.219727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180101 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -22197270.000000 Penalty: 6007.638184
	Iteration 90Q: 3 clusters Score -2.219727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180104 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -22197276.000000 Penalty: 6007.638184
	Iteration 91Q: 3 clusters Score -2.219728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180108 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -22197264.000000 Penalty: 6007.638184
	Iteration 92Q: 3 clusters Score -2.219726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180110 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -22197272.000000 Penalty: 6007.638184
	Iteration 93Q: 3 clusters Score -2.219727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180114 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -22197286.000000 Penalty: 6007.638184
	Iteration 94Q: 3 clusters Score -2.219729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180116 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -22197290.000000 Penalty: 6007.638184
	Iteration 95Q: 3 clusters Score -2.219729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180118 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -22197296.000000 Penalty: 6007.638184
	Iteration 96Q: 3 clusters Score -2.21973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180120 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -22197298.000000 Penalty: 6007.638184
	Iteration 97Q: 3 clusters Score -2.21973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180123 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -22197286.000000 Penalty: 6007.638184
	Iteration 98Q: 3 clusters Score -2.219729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180125 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -22197286.000000 Penalty: 6007.638184
	Iteration 99Q: 3 clusters Score -2.219729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180127 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -22197288.000000 Penalty: 6007.638184
	Iteration 100F: 3 clusters Score -2.219729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180131 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -22197280.000000 Penalty: 6007.638184
	Iteration 101Q: 3 clusters Score -2.219728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180133 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -22197284.000000 Penalty: 6007.638184
	Iteration 102Q: 3 clusters Score -2.219728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180136 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -22197278.000000 Penalty: 6007.638184
	Iteration 103Q: 3 clusters Score -2.219728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180140 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -22197282.000000 Penalty: 6007.638184
	Iteration 104Q: 3 clusters Score -2.219728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180144 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -22197288.000000 Penalty: 6007.638184
	Iteration 105Q: 3 clusters Score -2.219729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180149 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -22197284.000000 Penalty: 6007.638184
	Iteration 106Q: 3 clusters Score -2.219728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180157 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -22197272.000000 Penalty: 6007.638184
	Iteration 107Q: 3 clusters Score -2.219727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180160 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -22197282.000000 Penalty: 6007.638184
	Iteration 108Q: 3 clusters Score -2.219728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180162 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -22197280.000000 Penalty: 6007.638184
	Iteration 109Q: 3 clusters Score -2.219728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180167 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -22197292.000000 Penalty: 6007.638184
	Iteration 110Q: 3 clusters Score -2.219729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180169 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -22197286.000000 Penalty: 6007.638184
	Iteration 111Q: 3 clusters Score -2.219729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180170 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -22197288.000000 Penalty: 6007.638184
	Iteration 112Q: 3 clusters Score -2.219729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180171 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -22197288.000000 Penalty: 6007.638184
	Iteration 113Q: 3 clusters Score -2.219729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180172 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -22197296.000000 Penalty: 6007.638184
	Iteration 114Q: 3 clusters Score -2.21973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180173 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -22197288.000000 Penalty: 6007.638184
	Iteration 115Q: 3 clusters Score -2.219729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180174 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -22197294.000000 Penalty: 6007.638184
	Iteration 116Q: 3 clusters Score -2.219729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180175 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -22197284.000000 Penalty: 6007.638184
	Iteration 117Q: 3 clusters Score -2.219728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180179 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -22197280.000000 Penalty: 6007.638184
	Iteration 118Q: 3 clusters Score -2.219728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180188 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -22197282.000000 Penalty: 6007.638184
	Iteration 119Q: 3 clusters Score -2.219728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180194 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -22197284.000000 Penalty: 6007.638184
	Iteration 120F: 3 clusters Score -2.219728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180200 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -22197298.000000 Penalty: 6007.638184
	Iteration 121Q: 3 clusters Score -2.21973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180206 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -22197302.000000 Penalty: 6007.638184
	Iteration 122Q: 3 clusters Score -2.21973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180209 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -22197306.000000 Penalty: 6007.638184
	Iteration 123Q: 3 clusters Score -2.219731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180211 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -22197302.000000 Penalty: 6007.638184
	Iteration 124Q: 3 clusters Score -2.21973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180212 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -22197298.000000 Penalty: 6007.638184
	Iteration 125Q: 3 clusters Score -2.21973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180212 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -22197298.000000 Penalty: 6007.638184
	Iteration 126F: 3 clusters Score -2.21973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Entering Unmasked Estep 
Score: -5924718.000000 Penalty: 2678.911377
	Iteration 0F: 2 clusters Score -5924718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -5891607.000000 Penalty: 5357.822754
	Iteration 0F: 3 clusters Score -5891607 nChanged 22715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -5904270.500000 Penalty: 5357.822754
	Iteration 1F: 3 clusters Score -5904270 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -5904688.000000 Penalty: 5357.822754
	Iteration 2Q: 3 clusters Score -5904688 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -5905129.000000 Penalty: 5357.822754
	Iteration 3Q: 3 clusters Score -5905129 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -5905457.000000 Penalty: 5357.822754
	Iteration 4Q: 3 clusters Score -5905457 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -5905879.000000 Penalty: 5357.822754
	Iteration 5Q: 3 clusters Score -5905879 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -5906339.000000 Penalty: 5357.822754
	Iteration 6Q: 3 clusters Score -5906339 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -5906962.500000 Penalty: 5357.822754
	Iteration 7Q: 3 clusters Score -5906962 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -5907699.500000 Penalty: 5357.822754
	Iteration 8Q: 3 clusters Score -5907700 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -5908700.500000 Penalty: 5357.822754
	Iteration 9Q: 3 clusters Score -5908700 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -5910000.500000 Penalty: 5357.822754
	Iteration 10Q: 3 clusters Score -5910000 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -5911375.500000 Penalty: 5357.822754
	Iteration 11F: 3 clusters Score -5911376 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -5912691.500000 Penalty: 5357.822754
	Iteration 12F: 3 clusters Score -5912692 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -5913731.000000 Penalty: 5357.822754
	Iteration 13Q: 3 clusters Score -5913731 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -5914445.000000 Penalty: 5357.822754
	Iteration 14Q: 3 clusters Score -5914445 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -5914913.500000 Penalty: 5357.822754
	Iteration 15Q: 3 clusters Score -5914914 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -5915161.000000 Penalty: 5357.822754
	Iteration 16Q: 3 clusters Score -5915161 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -5915278.500000 Penalty: 5357.822754
	Iteration 17Q: 3 clusters Score -5915278 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -5915345.000000 Penalty: 5357.822754
	Iteration 18Q: 3 clusters Score -5915345 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -5915392.000000 Penalty: 5357.822754
	Iteration 19Q: 3 clusters Score -5915392 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -5915425.500000 Penalty: 5357.822754
	Iteration 20F: 3 clusters Score -5915426 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -5915443.000000 Penalty: 5357.822754
	Iteration 21Q: 3 clusters Score -5915443 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -5915466.000000 Penalty: 5357.822754
	Iteration 22Q: 3 clusters Score -5915466 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -5915484.000000 Penalty: 5357.822754
	Iteration 23Q: 3 clusters Score -5915484 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -5915490.500000 Penalty: 5357.822754
	Iteration 24Q: 3 clusters Score -5915490 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -5915496.000000 Penalty: 5357.822754
	Iteration 25Q: 3 clusters Score -5915496 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -5915516.500000 Penalty: 5357.822754
	Iteration 26Q: 3 clusters Score -5915516 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5915508 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5915503 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -5915529.500000 Penalty: 5357.822754
	Iteration 29Q: 3 clusters Score -5915530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -5915537.000000 Penalty: 5357.822754
	Iteration 30Q: 3 clusters Score -5915537 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5915533 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -5915542.000000 Penalty: 5357.822754
	Iteration 32Q: 3 clusters Score -5915542 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -5915546.500000 Penalty: 5357.822754
	Iteration 33Q: 3 clusters Score -5915546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -5915536.500000 Penalty: 5357.822754
	Iteration 34Q: 3 clusters Score -5915536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -5915543.500000 Penalty: 5357.822754
	Iteration 35Q: 3 clusters Score -5915544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -5915541.500000 Penalty: 5357.822754
	Iteration 36Q: 3 clusters Score -5915542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -5915539.000000 Penalty: 5357.822754
	Iteration 37Q: 3 clusters Score -5915539 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5915546 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -5915558.500000 Penalty: 5357.822754
	Iteration 39Q: 3 clusters Score -5915558 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -5915572.500000 Penalty: 5357.822754
	Iteration 40F: 3 clusters Score -5915572 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -5915567.000000 Penalty: 5357.822754
	Iteration 41Q: 3 clusters Score -5915567 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5915565 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -5915574.500000 Penalty: 5357.822754
	Iteration 43Q: 3 clusters Score -5915574 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -5915592.000000 Penalty: 5357.822754
	Iteration 44Q: 3 clusters Score -5915592 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5915588 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -5915626.500000 Penalty: 5357.822754
	Iteration 46Q: 3 clusters Score -5915626 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -5915652.000000 Penalty: 5357.822754
	Iteration 47Q: 3 clusters Score -5915652 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -5915682.500000 Penalty: 5357.822754
	Iteration 48Q: 3 clusters Score -5915682 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -5915721.000000 Penalty: 5357.822754
	Iteration 49Q: 3 clusters Score -5915721 nChanged 241
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -5915793.500000 Penalty: 5357.822754
	Iteration 50Q: 3 clusters Score -5915794 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5915851 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5915943 nChanged 362
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -5916043.500000 Penalty: 5357.822754
	Iteration 53Q: 3 clusters Score -5916044 nChanged 456
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5916270 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -5916648.500000 Penalty: 5357.822754
	Iteration 55Q: 3 clusters Score -5916648 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5917254 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5917948 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5918701 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5919293 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -5919710.000000 Penalty: 5357.822754
	Iteration 60F: 3 clusters Score -5919710 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5919980 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5920206 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -5920402.500000 Penalty: 5357.822754
	Iteration 63Q: 3 clusters Score -5920402 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5920568 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5920756 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5920879 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -5921007.000000 Penalty: 5357.822754
	Iteration 67Q: 3 clusters Score -5921007 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -5921118.500000 Penalty: 5357.822754
	Iteration 68Q: 3 clusters Score -5921118 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -5921216.500000 Penalty: 5357.822754
	Iteration 69Q: 3 clusters Score -5921216 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -5921307.000000 Penalty: 5357.822754
	Iteration 70Q: 3 clusters Score -5921307 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -5921401.500000 Penalty: 5357.822754
	Iteration 71Q: 3 clusters Score -5921402 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -5921462.000000 Penalty: 5357.822754
	Iteration 72Q: 3 clusters Score -5921462 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -5921535.500000 Penalty: 5357.822754
	Iteration 73Q: 3 clusters Score -5921536 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -5921594.000000 Penalty: 5357.822754
	Iteration 74Q: 3 clusters Score -5921594 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -5921659.500000 Penalty: 5357.822754
	Iteration 75Q: 3 clusters Score -5921660 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5921696 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -5921752.500000 Penalty: 5357.822754
	Iteration 77Q: 3 clusters Score -5921752 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -5921788.000000 Penalty: 5357.822754
	Iteration 78Q: 3 clusters Score -5921788 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -5921829.500000 Penalty: 5357.822754
	Iteration 79Q: 3 clusters Score -5921830 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -5921857.000000 Penalty: 5357.822754
	Iteration 80F: 3 clusters Score -5921857 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -5921881.000000 Penalty: 5357.822754
	Iteration 81Q: 3 clusters Score -5921881 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -5921903.000000 Penalty: 5357.822754
	Iteration 82Q: 3 clusters Score -5921903 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
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Entering Unmasked Estep 
Score: -5921921.500000 Penalty: 5357.822754
	Iteration 83Q: 3 clusters Score -5921922 nChanged 105
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Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -5921948.500000 Penalty: 5357.822754
	Iteration 84Q: 3 clusters Score -5921948 nChanged 89
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Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -5921947.000000 Penalty: 5357.822754
	Iteration 85Q: 3 clusters Score -5921947 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -5921981.500000 Penalty: 5357.822754
	Iteration 86Q: 3 clusters Score -5921982 nChanged 89
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Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5921992 nChanged 71
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Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5921995 nChanged 63
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Mstep: Class 1 contains 44520 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5921994 nChanged 56
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Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5921994 nChanged 57
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Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5922014 nChanged 40
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Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5922018 nChanged 37
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Mstep: Class 1 contains 44710 members 
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Entering Unmasked Estep 
Score: -5922020.500000 Penalty: 5357.822754
	Iteration 93Q: 3 clusters Score -5922020 nChanged 39
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Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -5922021.500000 Penalty: 5357.822754
	Iteration 94Q: 3 clusters Score -5922022 nChanged 45
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Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -5922034.000000 Penalty: 5357.822754
	Iteration 95Q: 3 clusters Score -5922034 nChanged 40
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Mstep: Class 1 contains 44834 members 
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Entering Unmasked Estep 
Score: -5922046.500000 Penalty: 5357.822754
	Iteration 96Q: 3 clusters Score -5922046 nChanged 41
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Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -5922040.500000 Penalty: 5357.822754
	Iteration 97Q: 3 clusters Score -5922040 nChanged 38
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Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -5922042.500000 Penalty: 5357.822754
	Iteration 98Q: 3 clusters Score -5922042 nChanged 38
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Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -5922064.000000 Penalty: 5357.822754
	Iteration 99Q: 3 clusters Score -5922064 nChanged 49
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Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -5922066.500000 Penalty: 5357.822754
	Iteration 100F: 3 clusters Score -5922066 nChanged 55
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Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5922086 nChanged 46
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Mstep: Class 1 contains 45099 members 
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Entering Unmasked Estep 
Score: -5922109.000000 Penalty: 5357.822754
	Iteration 102Q: 3 clusters Score -5922109 nChanged 39
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Mstep: Class 1 contains 45138 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5922108 nChanged 35
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Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -5922117.000000 Penalty: 5357.822754
	Iteration 104Q: 3 clusters Score -5922117 nChanged 40
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Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -5922115.000000 Penalty: 5357.822754
	Iteration 105Q: 3 clusters Score -5922115 nChanged 45
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Entering Unmasked Estep 
Score: -5922122.500000 Penalty: 5357.822754
	Iteration 106Q: 3 clusters Score -5922122 nChanged 44
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Entering Unmasked Estep 
Score: -5922142.000000 Penalty: 5357.822754
	Iteration 107Q: 3 clusters Score -5922142 nChanged 43
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Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -5922163.000000 Penalty: 5357.822754
	Iteration 108Q: 3 clusters Score -5922163 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
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Entering Unmasked Estep 
Score: -5922167.500000 Penalty: 5357.822754
	Iteration 109Q: 3 clusters Score -5922168 nChanged 32
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Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -5922149.000000 Penalty: 5357.822754
	Iteration 110Q: 3 clusters Score -5922149 nChanged 30
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Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5922157.000000 Penalty: 5357.822754
	Iteration 111Q: 3 clusters Score -5922157 nChanged 43
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Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -5922161.000000 Penalty: 5357.822754
	Iteration 112Q: 3 clusters Score -5922161 nChanged 49
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Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 3586 members 
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	Iteration 113Q: 3 clusters Score -5922168 nChanged 44
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Entering Unmasked Estep 
Score: -5922162.500000 Penalty: 5357.822754
	Iteration 114Q: 3 clusters Score -5922162 nChanged 30
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Entering Unmasked Estep 
Score: -5922175.000000 Penalty: 5357.822754
	Iteration 115Q: 3 clusters Score -5922175 nChanged 20
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Mstep: Class 1 contains 45628 members 
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Entering Unmasked Estep 
Score: -5922172.500000 Penalty: 5357.822754
	Iteration 116Q: 3 clusters Score -5922172 nChanged 16
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Mstep: Class 1 contains 45644 members 
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Entering Unmasked Estep 
Score: -5922170.500000 Penalty: 5357.822754
	Iteration 117Q: 3 clusters Score -5922170 nChanged 19
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Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -5922180.000000 Penalty: 5357.822754
	Iteration 118Q: 3 clusters Score -5922180 nChanged 18
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Mstep: Class 1 contains 45681 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5922181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -5922186.000000 Penalty: 5357.822754
	Iteration 120F: 3 clusters Score -5922186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -5922196.000000 Penalty: 5357.822754
	Iteration 121Q: 3 clusters Score -5922196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -5922192.000000 Penalty: 5357.822754
	Iteration 122Q: 3 clusters Score -5922192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -5922182.000000 Penalty: 5357.822754
	Iteration 123Q: 3 clusters Score -5922182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -5922181.500000 Penalty: 5357.822754
	Iteration 124Q: 3 clusters Score -5922182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -5922192.000000 Penalty: 5357.822754
	Iteration 125Q: 3 clusters Score -5922192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -5922196.000000 Penalty: 5357.822754
	Iteration 126Q: 3 clusters Score -5922196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -5922210.500000 Penalty: 5357.822754
	Iteration 127Q: 3 clusters Score -5922210 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -5922216.500000 Penalty: 5357.822754
	Iteration 128Q: 3 clusters Score -5922216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -5922207.000000 Penalty: 5357.822754
	Iteration 129Q: 3 clusters Score -5922207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -5922206.000000 Penalty: 5357.822754
	Iteration 130Q: 3 clusters Score -5922206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -5922204.000000 Penalty: 5357.822754
	Iteration 131Q: 3 clusters Score -5922204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -5922212.500000 Penalty: 5357.822754
	Iteration 132Q: 3 clusters Score -5922212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -5922215.000000 Penalty: 5357.822754
	Iteration 133Q: 3 clusters Score -5922215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -5922226.500000 Penalty: 5357.822754
	Iteration 134Q: 3 clusters Score -5922226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -5922222.000000 Penalty: 5357.822754
	Iteration 135Q: 3 clusters Score -5922222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -5922225.500000 Penalty: 5357.822754
	Iteration 136Q: 3 clusters Score -5922226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -5922228.000000 Penalty: 5357.822754
	Iteration 137Q: 3 clusters Score -5922228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -5922223.000000 Penalty: 5357.822754
	Iteration 138Q: 3 clusters Score -5922223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -5922217.000000 Penalty: 5357.822754
	Iteration 139Q: 3 clusters Score -5922217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -5922216.500000 Penalty: 5357.822754
	Iteration 140F: 3 clusters Score -5922216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -5922220.000000 Penalty: 5357.822754
	Iteration 141Q: 3 clusters Score -5922220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -5922222.000000 Penalty: 5357.822754
	Iteration 142Q: 3 clusters Score -5922222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -5922222.000000 Penalty: 5357.822754
	Iteration 143F: 3 clusters Score -5922222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (224139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224139 members 
Entering Unmasked Estep 
Score: -27528480.000000 Penalty: 3055.365479
	Iteration 0F: 2 clusters Score -2.752848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111844 members 
Mstep: Class 2 contains 112295 members 
Entering Unmasked Estep 
Score: -27382834.000000 Penalty: 6110.730957
	Iteration 0F: 3 clusters Score -2.738283e+07 nChanged 107928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106724 members 
Mstep: Class 2 contains 117415 members 
Entering Unmasked Estep 
Score: -27447140.000000 Penalty: 6110.730957
	Iteration 1F: 3 clusters Score -2.744714e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103669 members 
Mstep: Class 2 contains 120470 members 
Entering Unmasked Estep 
Score: -27449764.000000 Penalty: 6110.730957
	Iteration 2Q: 3 clusters Score -2.744976e+07 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99171 members 
Mstep: Class 2 contains 124968 members 
Entering Unmasked Estep 
Score: -27453390.000000 Penalty: 6110.730957
	Iteration 3Q: 3 clusters Score -2.745339e+07 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92558 members 
Mstep: Class 2 contains 131581 members 
Entering Unmasked Estep 
Score: -27458980.000000 Penalty: 6110.730957
	Iteration 4F: 3 clusters Score -2.745898e+07 nChanged 13120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83474 members 
Mstep: Class 2 contains 140665 members 
Entering Unmasked Estep 
Score: -27466444.000000 Penalty: 6110.730957
	Iteration 5F: 3 clusters Score -2.746644e+07 nChanged 14481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72231 members 
Mstep: Class 2 contains 151908 members 
Entering Unmasked Estep 
Score: -27476358.000000 Penalty: 6110.730957
	Iteration 6F: 3 clusters Score -2.747636e+07 nChanged 14776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 164348 members 
Entering Unmasked Estep 
Score: -27488358.000000 Penalty: 6110.730957
	Iteration 7F: 3 clusters Score -2.748836e+07 nChanged 13432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 175764 members 
Entering Unmasked Estep 
Score: -27500456.000000 Penalty: 6110.730957
	Iteration 8F: 3 clusters Score -2.750046e+07 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 184150 members 
Entering Unmasked Estep 
Score: -27509844.000000 Penalty: 6110.730957
	Iteration 9Q: 3 clusters Score -2.750984e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 189807 members 
Entering Unmasked Estep 
Score: -27515216.000000 Penalty: 6110.730957
	Iteration 10Q: 3 clusters Score -2.751522e+07 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 194127 members 
Entering Unmasked Estep 
Score: -27517992.000000 Penalty: 6110.730957
	Iteration 11Q: 3 clusters Score -2.751799e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 197727 members 
Entering Unmasked Estep 
Score: -27519750.000000 Penalty: 6110.730957
	Iteration 12Q: 3 clusters Score -2.751975e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 200849 members 
Entering Unmasked Estep 
Score: -27521382.000000 Penalty: 6110.730957
	Iteration 13Q: 3 clusters Score -2.752138e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 203575 members 
Entering Unmasked Estep 
Score: -27522796.000000 Penalty: 6110.730957
	Iteration 14Q: 3 clusters Score -2.75228e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 205924 members 
Entering Unmasked Estep 
Score: -27523864.000000 Penalty: 6110.730957
	Iteration 15Q: 3 clusters Score -2.752386e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 207857 members 
Entering Unmasked Estep 
Score: -27524958.000000 Penalty: 6110.730957
	Iteration 16Q: 3 clusters Score -2.752496e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 209437 members 
Entering Unmasked Estep 
Score: -27525546.000000 Penalty: 6110.730957
	Iteration 17Q: 3 clusters Score -2.752555e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 210761 members 
Entering Unmasked Estep 
Score: -27526046.000000 Penalty: 6110.730957
	Iteration 18Q: 3 clusters Score -2.752605e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 211848 members 
Entering Unmasked Estep 
Score: -27526508.000000 Penalty: 6110.730957
	Iteration 19Q: 3 clusters Score -2.752651e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 212756 members 
Entering Unmasked Estep 
Score: -27526878.000000 Penalty: 6110.730957
	Iteration 20F: 3 clusters Score -2.752688e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 213478 members 
Entering Unmasked Estep 
Score: -27527196.000000 Penalty: 6110.730957
	Iteration 21Q: 3 clusters Score -2.75272e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 214095 members 
Entering Unmasked Estep 
Score: -27527262.000000 Penalty: 6110.730957
	Iteration 22Q: 3 clusters Score -2.752726e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 214608 members 
Entering Unmasked Estep 
Score: -27527388.000000 Penalty: 6110.730957
	Iteration 23Q: 3 clusters Score -2.752739e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 215033 members 
Entering Unmasked Estep 
Score: -27527476.000000 Penalty: 6110.730957
	Iteration 24Q: 3 clusters Score -2.752748e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 215393 members 
Entering Unmasked Estep 
Score: -27527596.000000 Penalty: 6110.730957
	Iteration 25Q: 3 clusters Score -2.75276e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 215663 members 
Entering Unmasked Estep 
Score: -27527590.000000 Penalty: 6110.730957
	Iteration 26Q: 3 clusters Score -2.752759e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 215921 members 
Entering Unmasked Estep 
Score: -27527660.000000 Penalty: 6110.730957
	Iteration 27Q: 3 clusters Score -2.752766e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 216139 members 
Entering Unmasked Estep 
Score: -27527702.000000 Penalty: 6110.730957
	Iteration 28Q: 3 clusters Score -2.75277e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 216340 members 
Entering Unmasked Estep 
Score: -27527704.000000 Penalty: 6110.730957
	Iteration 29Q: 3 clusters Score -2.75277e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 216510 members 
Entering Unmasked Estep 
Score: -27527718.000000 Penalty: 6110.730957
	Iteration 30Q: 3 clusters Score -2.752772e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 216688 members 
Entering Unmasked Estep 
Score: -27527712.000000 Penalty: 6110.730957
	Iteration 31Q: 3 clusters Score -2.752771e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 216826 members 
Entering Unmasked Estep 
Score: -27527692.000000 Penalty: 6110.730957
	Iteration 32Q: 3 clusters Score -2.752769e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 216925 members 
Entering Unmasked Estep 
Score: -27527752.000000 Penalty: 6110.730957
	Iteration 33Q: 3 clusters Score -2.752775e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 217007 members 
Entering Unmasked Estep 
Score: -27527752.000000 Penalty: 6110.730957
	Iteration 34Q: 3 clusters Score -2.752775e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 217093 members 
Entering Unmasked Estep 
Score: -27527748.000000 Penalty: 6110.730957
	Iteration 35Q: 3 clusters Score -2.752775e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 217180 members 
Entering Unmasked Estep 
Score: -27527764.000000 Penalty: 6110.730957
	Iteration 36Q: 3 clusters Score -2.752776e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 217249 members 
Entering Unmasked Estep 
Score: -27527780.000000 Penalty: 6110.730957
	Iteration 37Q: 3 clusters Score -2.752778e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 217311 members 
Entering Unmasked Estep 
Score: -27527758.000000 Penalty: 6110.730957
	Iteration 38Q: 3 clusters Score -2.752776e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 217378 members 
Entering Unmasked Estep 
Score: -27527728.000000 Penalty: 6110.730957
	Iteration 39Q: 3 clusters Score -2.752773e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 217440 members 
Entering Unmasked Estep 
Score: -27527730.000000 Penalty: 6110.730957
	Iteration 40F: 3 clusters Score -2.752773e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 217495 members 
Entering Unmasked Estep 
Score: -27527740.000000 Penalty: 6110.730957
	Iteration 41Q: 3 clusters Score -2.752774e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 217550 members 
Entering Unmasked Estep 
Score: -27527708.000000 Penalty: 6110.730957
	Iteration 42Q: 3 clusters Score -2.752771e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 217600 members 
Entering Unmasked Estep 
Score: -27527700.000000 Penalty: 6110.730957
	Iteration 43Q: 3 clusters Score -2.75277e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 217652 members 
Entering Unmasked Estep 
Score: -27527718.000000 Penalty: 6110.730957
	Iteration 44Q: 3 clusters Score -2.752772e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 217703 members 
Entering Unmasked Estep 
Score: -27527700.000000 Penalty: 6110.730957
	Iteration 45Q: 3 clusters Score -2.75277e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 217753 members 
Entering Unmasked Estep 
Score: -27527760.000000 Penalty: 6110.730957
	Iteration 46Q: 3 clusters Score -2.752776e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 217792 members 
Entering Unmasked Estep 
Score: -27527768.000000 Penalty: 6110.730957
	Iteration 47Q: 3 clusters Score -2.752777e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 217827 members 
Entering Unmasked Estep 
Score: -27527776.000000 Penalty: 6110.730957
	Iteration 48Q: 3 clusters Score -2.752778e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 217857 members 
Entering Unmasked Estep 
Score: -27527780.000000 Penalty: 6110.730957
	Iteration 49Q: 3 clusters Score -2.752778e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 217881 members 
Entering Unmasked Estep 
Score: -27527768.000000 Penalty: 6110.730957
	Iteration 50Q: 3 clusters Score -2.752777e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 217901 members 
Entering Unmasked Estep 
Score: -27527772.000000 Penalty: 6110.730957
	Iteration 51Q: 3 clusters Score -2.752777e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 217920 members 
Entering Unmasked Estep 
Score: -27527802.000000 Penalty: 6110.730957
	Iteration 52Q: 3 clusters Score -2.75278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 217939 members 
Entering Unmasked Estep 
Score: -27527794.000000 Penalty: 6110.730957
	Iteration 53Q: 3 clusters Score -2.752779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 217955 members 
Entering Unmasked Estep 
Score: -27527796.000000 Penalty: 6110.730957
	Iteration 54Q: 3 clusters Score -2.75278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 217971 members 
Entering Unmasked Estep 
Score: -27527804.000000 Penalty: 6110.730957
	Iteration 55Q: 3 clusters Score -2.75278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 217985 members 
Entering Unmasked Estep 
Score: -27527794.000000 Penalty: 6110.730957
	Iteration 56Q: 3 clusters Score -2.752779e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 217999 members 
Entering Unmasked Estep 
Score: -27527792.000000 Penalty: 6110.730957
	Iteration 57Q: 3 clusters Score -2.752779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 218005 members 
Entering Unmasked Estep 
Score: -27527782.000000 Penalty: 6110.730957
	Iteration 58Q: 3 clusters Score -2.752778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 218013 members 
Entering Unmasked Estep 
Score: -27527784.000000 Penalty: 6110.730957
	Iteration 59Q: 3 clusters Score -2.752778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 218021 members 
Entering Unmasked Estep 
Score: -27527774.000000 Penalty: 6110.730957
	Iteration 60F: 3 clusters Score -2.752777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 218030 members 
Entering Unmasked Estep 
Score: -27527798.000000 Penalty: 6110.730957
	Iteration 61Q: 3 clusters Score -2.75278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 218035 members 
Entering Unmasked Estep 
Score: -27527792.000000 Penalty: 6110.730957
	Iteration 62Q: 3 clusters Score -2.752779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 218044 members 
Entering Unmasked Estep 
Score: -27527782.000000 Penalty: 6110.730957
	Iteration 63Q: 3 clusters Score -2.752778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 218052 members 
Entering Unmasked Estep 
Score: -27527776.000000 Penalty: 6110.730957
	Iteration 64Q: 3 clusters Score -2.752778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 218059 members 
Entering Unmasked Estep 
Score: -27527788.000000 Penalty: 6110.730957
	Iteration 65Q: 3 clusters Score -2.752779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 218062 members 
Entering Unmasked Estep 
Score: -27527798.000000 Penalty: 6110.730957
	Iteration 66Q: 3 clusters Score -2.75278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 218065 members 
Entering Unmasked Estep 
Score: -27527790.000000 Penalty: 6110.730957
	Iteration 67Q: 3 clusters Score -2.752779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 218069 members 
Entering Unmasked Estep 
Score: -27527786.000000 Penalty: 6110.730957
	Iteration 68Q: 3 clusters Score -2.752779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 218073 members 
Entering Unmasked Estep 
Score: -27527796.000000 Penalty: 6110.730957
	Iteration 69Q: 3 clusters Score -2.75278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 218075 members 
Entering Unmasked Estep 
Score: -27527784.000000 Penalty: 6110.730957
	Iteration 70Q: 3 clusters Score -2.752778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 218078 members 
Entering Unmasked Estep 
Score: -27527788.000000 Penalty: 6110.730957
	Iteration 71Q: 3 clusters Score -2.752779e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 218081 members 
Entering Unmasked Estep 
Score: -27527792.000000 Penalty: 6110.730957
	Iteration 72Q: 3 clusters Score -2.752779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 218085 members 
Entering Unmasked Estep 
Score: -27527810.000000 Penalty: 6110.730957
	Iteration 73Q: 3 clusters Score -2.752781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 218090 members 
Entering Unmasked Estep 
Score: -27527806.000000 Penalty: 6110.730957
	Iteration 74Q: 3 clusters Score -2.752781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 218093 members 
Entering Unmasked Estep 
Score: -27527810.000000 Penalty: 6110.730957
	Iteration 75Q: 3 clusters Score -2.752781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 218095 members 
Entering Unmasked Estep 
Score: -27527800.000000 Penalty: 6110.730957
	Iteration 76Q: 3 clusters Score -2.75278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 218098 members 
Entering Unmasked Estep 
Score: -27527782.000000 Penalty: 6110.730957
	Iteration 77Q: 3 clusters Score -2.752778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 218100 members 
Entering Unmasked Estep 
Score: -27527780.000000 Penalty: 6110.730957
	Iteration 78Q: 3 clusters Score -2.752778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 218104 members 
Entering Unmasked Estep 
Score: -27527798.000000 Penalty: 6110.730957
	Iteration 79Q: 3 clusters Score -2.75278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 218107 members 
Entering Unmasked Estep 
Score: -27527802.000000 Penalty: 6110.730957
	Iteration 80F: 3 clusters Score -2.75278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 218112 members 
Entering Unmasked Estep 
Score: -27527804.000000 Penalty: 6110.730957
	Iteration 81Q: 3 clusters Score -2.75278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 218117 members 
Entering Unmasked Estep 
Score: -27527802.000000 Penalty: 6110.730957
	Iteration 82Q: 3 clusters Score -2.75278e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 218120 members 
Entering Unmasked Estep 
Score: -27527822.000000 Penalty: 6110.730957
	Iteration 83Q: 3 clusters Score -2.752782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 218120 members 
Entering Unmasked Estep 
Score: -27527826.000000 Penalty: 6110.730957
	Iteration 84Q: 3 clusters Score -2.752783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 218120 members 
Entering Unmasked Estep 
Score: -27527826.000000 Penalty: 6110.730957
	Iteration 85F: 3 clusters Score -2.752783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Entering Unmasked Estep 
Score: -415513.156250 Penalty: 2016.400635
	Iteration 0F: 2 clusters Score -415513.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -412038.812500 Penalty: 4032.801270
	Iteration 0F: 3 clusters Score -412038.8 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -412854.406250 Penalty: 4032.801270
	Iteration 1F: 3 clusters Score -412854.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -413058.031250 Penalty: 4032.801270
	Iteration 2F: 3 clusters Score -413058 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -413199.687500 Penalty: 4032.801270
	Iteration 3F: 3 clusters Score -413199.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -413303.312500 Penalty: 4032.801270
	Iteration 4Q: 3 clusters Score -413303.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -413399.812500 Penalty: 4032.801270
	Iteration 5Q: 3 clusters Score -413399.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -413471.750000 Penalty: 4032.801270
	Iteration 6Q: 3 clusters Score -413471.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -413538.281250 Penalty: 4032.801270
	Iteration 7Q: 3 clusters Score -413538.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -413593.781250 Penalty: 4032.801270
	Iteration 8Q: 3 clusters Score -413593.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -413648.062500 Penalty: 4032.801270
	Iteration 9Q: 3 clusters Score -413648.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -413702.687500 Penalty: 4032.801270
	Iteration 10Q: 3 clusters Score -413702.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -413754.031250 Penalty: 4032.801270
	Iteration 11Q: 3 clusters Score -413754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -413802.875000 Penalty: 4032.801270
	Iteration 12Q: 3 clusters Score -413802.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -413845.656250 Penalty: 4032.801270
	Iteration 13Q: 3 clusters Score -413845.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -413888.843750 Penalty: 4032.801270
	Iteration 14Q: 3 clusters Score -413888.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -413916.031250 Penalty: 4032.801270
	Iteration 15Q: 3 clusters Score -413916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -413945.656250 Penalty: 4032.801270
	Iteration 16Q: 3 clusters Score -413945.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -413966.218750 Penalty: 4032.801270
	Iteration 17Q: 3 clusters Score -413966.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -413980.312500 Penalty: 4032.801270
	Iteration 18Q: 3 clusters Score -413980.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -413996.218750 Penalty: 4032.801270
	Iteration 19Q: 3 clusters Score -413996.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -414008.468750 Penalty: 4032.801270
	Iteration 20F: 3 clusters Score -414008.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -414020.906250 Penalty: 4032.801270
	Iteration 21Q: 3 clusters Score -414020.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -414029.375000 Penalty: 4032.801270
	Iteration 22Q: 3 clusters Score -414029.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -414032.718750 Penalty: 4032.801270
	Iteration 23Q: 3 clusters Score -414032.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -414034.281250 Penalty: 4032.801270
	Iteration 24Q: 3 clusters Score -414034.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -414037.031250 Penalty: 4032.801270
	Iteration 25Q: 3 clusters Score -414037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -414041.937500 Penalty: 4032.801270
	Iteration 26Q: 3 clusters Score -414041.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -414044.281250 Penalty: 4032.801270
	Iteration 27Q: 3 clusters Score -414044.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -414046.375000 Penalty: 4032.801270
	Iteration 28Q: 3 clusters Score -414046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -414049.062500 Penalty: 4032.801270
	Iteration 29Q: 3 clusters Score -414049.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -414049.062500 Penalty: 4032.801270
	Iteration 30F: 3 clusters Score -414049.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Entering Unmasked Estep 
Score: -1502423.875000 Penalty: 2341.598145
	Iteration 0F: 2 clusters Score -1502424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1492995.125000 Penalty: 4683.196289
	Iteration 0F: 3 clusters Score -1492995 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1495817.750000 Penalty: 4683.196289
	Iteration 1F: 3 clusters Score -1495818 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1496142.750000 Penalty: 4683.196289
	Iteration 2F: 3 clusters Score -1496143 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1496398.750000 Penalty: 4683.196289
	Iteration 3Q: 3 clusters Score -1496399 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1496605.000000 Penalty: 4683.196289
	Iteration 4Q: 3 clusters Score -1496605 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1496805.000000 Penalty: 4683.196289
	Iteration 5Q: 3 clusters Score -1496805 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1497026.250000 Penalty: 4683.196289
	Iteration 6Q: 3 clusters Score -1497026 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1497290.625000 Penalty: 4683.196289
	Iteration 7Q: 3 clusters Score -1497291 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1497672.750000 Penalty: 4683.196289
	Iteration 8Q: 3 clusters Score -1497673 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1498143.500000 Penalty: 4683.196289
	Iteration 9F: 3 clusters Score -1498144 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1498659.000000 Penalty: 4683.196289
	Iteration 10F: 3 clusters Score -1498659 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1499103.625000 Penalty: 4683.196289
	Iteration 11Q: 3 clusters Score -1499104 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1499471.875000 Penalty: 4683.196289
	Iteration 12Q: 3 clusters Score -1499472 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1499739.375000 Penalty: 4683.196289
	Iteration 13Q: 3 clusters Score -1499739 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1499911.750000 Penalty: 4683.196289
	Iteration 14Q: 3 clusters Score -1499912 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1500007.000000 Penalty: 4683.196289
	Iteration 15Q: 3 clusters Score -1500007 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1500084.750000 Penalty: 4683.196289
	Iteration 16Q: 3 clusters Score -1500085 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1500141.875000 Penalty: 4683.196289
	Iteration 17Q: 3 clusters Score -1500142 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1500199.000000 Penalty: 4683.196289
	Iteration 18Q: 3 clusters Score -1500199 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1500255.125000 Penalty: 4683.196289
	Iteration 19Q: 3 clusters Score -1500255 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1500308.125000 Penalty: 4683.196289
	Iteration 20F: 3 clusters Score -1500308 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1500361.625000 Penalty: 4683.196289
	Iteration 21Q: 3 clusters Score -1500362 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1500419.250000 Penalty: 4683.196289
	Iteration 22Q: 3 clusters Score -1500419 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1500471.125000 Penalty: 4683.196289
	Iteration 23Q: 3 clusters Score -1500471 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1500515.875000 Penalty: 4683.196289
	Iteration 24Q: 3 clusters Score -1500516 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1500560.750000 Penalty: 4683.196289
	Iteration 25Q: 3 clusters Score -1500561 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1500607.125000 Penalty: 4683.196289
	Iteration 26Q: 3 clusters Score -1500607 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1500658.500000 Penalty: 4683.196289
	Iteration 27Q: 3 clusters Score -1500658 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1500714.500000 Penalty: 4683.196289
	Iteration 28Q: 3 clusters Score -1500714 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1500779.750000 Penalty: 4683.196289
	Iteration 29Q: 3 clusters Score -1500780 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1500863.625000 Penalty: 4683.196289
	Iteration 30Q: 3 clusters Score -1500864 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1500996.125000 Penalty: 4683.196289
	Iteration 31Q: 3 clusters Score -1500996 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1501140.250000 Penalty: 4683.196289
	Iteration 32Q: 3 clusters Score -1501140 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1501253.875000 Penalty: 4683.196289
	Iteration 33Q: 3 clusters Score -1501254 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1501343.750000 Penalty: 4683.196289
	Iteration 34Q: 3 clusters Score -1501344 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1501411.250000 Penalty: 4683.196289
	Iteration 35Q: 3 clusters Score -1501411 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1501452.500000 Penalty: 4683.196289
	Iteration 36Q: 3 clusters Score -1501452 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1501487.875000 Penalty: 4683.196289
	Iteration 37Q: 3 clusters Score -1501488 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1501496.250000 Penalty: 4683.196289
	Iteration 38Q: 3 clusters Score -1501496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1501511.375000 Penalty: 4683.196289
	Iteration 39Q: 3 clusters Score -1501511 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1501516.375000 Penalty: 4683.196289
	Iteration 40F: 3 clusters Score -1501516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1501517.250000 Penalty: 4683.196289
	Iteration 41Q: 3 clusters Score -1501517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1501519.750000 Penalty: 4683.196289
	Iteration 42Q: 3 clusters Score -1501520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1501522.875000 Penalty: 4683.196289
	Iteration 43Q: 3 clusters Score -1501523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1501527.000000 Penalty: 4683.196289
	Iteration 44Q: 3 clusters Score -1501527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1501524.750000 Penalty: 4683.196289
	Iteration 45Q: 3 clusters Score -1501525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1501526.500000 Penalty: 4683.196289
	Iteration 46Q: 3 clusters Score -1501526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1501533.625000 Penalty: 4683.196289
	Iteration 47Q: 3 clusters Score -1501534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1501532.500000 Penalty: 4683.196289
	Iteration 48Q: 3 clusters Score -1501532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1501536.125000 Penalty: 4683.196289
	Iteration 49Q: 3 clusters Score -1501536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1501536.125000 Penalty: 4683.196289
	Iteration 50Q: 3 clusters Score -1501536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1501535.375000 Penalty: 4683.196289
	Iteration 51Q: 3 clusters Score -1501535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1501540.625000 Penalty: 4683.196289
	Iteration 52Q: 3 clusters Score -1501541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1501543.250000 Penalty: 4683.196289
	Iteration 53Q: 3 clusters Score -1501543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1501547.875000 Penalty: 4683.196289
	Iteration 54Q: 3 clusters Score -1501548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1501553.250000 Penalty: 4683.196289
	Iteration 55Q: 3 clusters Score -1501553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1501556.875000 Penalty: 4683.196289
	Iteration 56Q: 3 clusters Score -1501557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1501560.250000 Penalty: 4683.196289
	Iteration 57Q: 3 clusters Score -1501560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1501563.375000 Penalty: 4683.196289
	Iteration 58Q: 3 clusters Score -1501563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1501565.500000 Penalty: 4683.196289
	Iteration 59Q: 3 clusters Score -1501566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1501566.875000 Penalty: 4683.196289
	Iteration 60F: 3 clusters Score -1501567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1501569.750000 Penalty: 4683.196289
	Iteration 61Q: 3 clusters Score -1501570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1501569.000000 Penalty: 4683.196289
	Iteration 62Q: 3 clusters Score -1501569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1501575.250000 Penalty: 4683.196289
	Iteration 63Q: 3 clusters Score -1501575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1501577.750000 Penalty: 4683.196289
	Iteration 64Q: 3 clusters Score -1501578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1501576.500000 Penalty: 4683.196289
	Iteration 65Q: 3 clusters Score -1501576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1501579.625000 Penalty: 4683.196289
	Iteration 66Q: 3 clusters Score -1501580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1501579.625000 Penalty: 4683.196289
	Iteration 67F: 3 clusters Score -1501580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Entering Unmasked Estep 
Score: -220876.656250 Penalty: 1889.813354
	Iteration 0F: 2 clusters Score -220876.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -218244.812500 Penalty: 3779.626709
	Iteration 0F: 3 clusters Score -218244.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -218817.078125 Penalty: 3779.626709
	Iteration 1F: 3 clusters Score -218817.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -219127.671875 Penalty: 3779.626709
	Iteration 2F: 3 clusters Score -219127.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -219392.734375 Penalty: 3779.626709
	Iteration 3F: 3 clusters Score -219392.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -219571.578125 Penalty: 3779.626709
	Iteration 4F: 3 clusters Score -219571.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -219692.515625 Penalty: 3779.626709
	Iteration 5Q: 3 clusters Score -219692.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -219801.718750 Penalty: 3779.626709
	Iteration 6Q: 3 clusters Score -219801.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -219881.406250 Penalty: 3779.626709
	Iteration 7Q: 3 clusters Score -219881.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -219934.781250 Penalty: 3779.626709
	Iteration 8Q: 3 clusters Score -219934.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -219972.828125 Penalty: 3779.626709
	Iteration 9Q: 3 clusters Score -219972.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -220001.015625 Penalty: 3779.626709
	Iteration 10Q: 3 clusters Score -220001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -220019.500000 Penalty: 3779.626709
	Iteration 11Q: 3 clusters Score -220019.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -220031.703125 Penalty: 3779.626709
	Iteration 12Q: 3 clusters Score -220031.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -220043.671875 Penalty: 3779.626709
	Iteration 13Q: 3 clusters Score -220043.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -220046.437500 Penalty: 3779.626709
	Iteration 14Q: 3 clusters Score -220046.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -220048.453125 Penalty: 3779.626709
	Iteration 15Q: 3 clusters Score -220048.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -220050.656250 Penalty: 3779.626709
	Iteration 16Q: 3 clusters Score -220050.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -220051.578125 Penalty: 3779.626709
	Iteration 17Q: 3 clusters Score -220051.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -220052.203125 Penalty: 3779.626709
	Iteration 18Q: 3 clusters Score -220052.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -220052.203125 Penalty: 3779.626709
	Iteration 19F: 3 clusters Score -220052.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Entering Unmasked Estep 
Score: -3525746.500000 Penalty: 2562.590576
	Iteration 0F: 2 clusters Score -3525746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -3504672.000000 Penalty: 5125.181152
	Iteration 0F: 3 clusters Score -3504672 nChanged 13868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3512573.250000 Penalty: 5125.181152
	Iteration 1F: 3 clusters Score -3512573 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3513358.500000 Penalty: 5125.181152
	Iteration 2F: 3 clusters Score -3513358 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -3514246.250000 Penalty: 5125.181152
	Iteration 3F: 3 clusters Score -3514246 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -3515254.250000 Penalty: 5125.181152
	Iteration 4F: 3 clusters Score -3515254 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -3516403.500000 Penalty: 5125.181152
	Iteration 5F: 3 clusters Score -3516404 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -3517550.000000 Penalty: 5125.181152
	Iteration 6F: 3 clusters Score -3517550 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -3518661.500000 Penalty: 5125.181152
	Iteration 7F: 3 clusters Score -3518662 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -3519629.500000 Penalty: 5125.181152
	Iteration 8Q: 3 clusters Score -3519630 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -3520439.250000 Penalty: 5125.181152
	Iteration 9Q: 3 clusters Score -3520439 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -3521137.250000 Penalty: 5125.181152
	Iteration 10Q: 3 clusters Score -3521137 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -3521676.000000 Penalty: 5125.181152
	Iteration 11Q: 3 clusters Score -3521676 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3522039.250000 Penalty: 5125.181152
	Iteration 12Q: 3 clusters Score -3522039 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -3522298.250000 Penalty: 5125.181152
	Iteration 13Q: 3 clusters Score -3522298 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -3522513.000000 Penalty: 5125.181152
	Iteration 14Q: 3 clusters Score -3522513 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3522684.750000 Penalty: 5125.181152
	Iteration 15Q: 3 clusters Score -3522685 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3522833.250000 Penalty: 5125.181152
	Iteration 16Q: 3 clusters Score -3522833 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3522919.750000 Penalty: 5125.181152
	Iteration 17Q: 3 clusters Score -3522920 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3523008.000000 Penalty: 5125.181152
	Iteration 18Q: 3 clusters Score -3523008 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3523116.750000 Penalty: 5125.181152
	Iteration 19Q: 3 clusters Score -3523117 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3523190.750000 Penalty: 5125.181152
	Iteration 20F: 3 clusters Score -3523191 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3523236.500000 Penalty: 5125.181152
	Iteration 21Q: 3 clusters Score -3523236 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3523272.250000 Penalty: 5125.181152
	Iteration 22Q: 3 clusters Score -3523272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3523315.000000 Penalty: 5125.181152
	Iteration 23Q: 3 clusters Score -3523315 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3523344.500000 Penalty: 5125.181152
	Iteration 24Q: 3 clusters Score -3523344 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3523371.750000 Penalty: 5125.181152
	Iteration 25Q: 3 clusters Score -3523372 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3523392.500000 Penalty: 5125.181152
	Iteration 26Q: 3 clusters Score -3523392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3523398.750000 Penalty: 5125.181152
	Iteration 27Q: 3 clusters Score -3523399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3523404.750000 Penalty: 5125.181152
	Iteration 28Q: 3 clusters Score -3523405 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3523426.000000 Penalty: 5125.181152
	Iteration 29Q: 3 clusters Score -3523426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3523453.250000 Penalty: 5125.181152
	Iteration 30Q: 3 clusters Score -3523453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3523472.250000 Penalty: 5125.181152
	Iteration 31Q: 3 clusters Score -3523472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3523482.750000 Penalty: 5125.181152
	Iteration 32Q: 3 clusters Score -3523483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3523489.250000 Penalty: 5125.181152
	Iteration 33Q: 3 clusters Score -3523489 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3523494.000000 Penalty: 5125.181152
	Iteration 34Q: 3 clusters Score -3523494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3523506.750000 Penalty: 5125.181152
	Iteration 35Q: 3 clusters Score -3523507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3523511.750000 Penalty: 5125.181152
	Iteration 36Q: 3 clusters Score -3523512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3523517.250000 Penalty: 5125.181152
	Iteration 37Q: 3 clusters Score -3523517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3523519.750000 Penalty: 5125.181152
	Iteration 38Q: 3 clusters Score -3523520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3523525.500000 Penalty: 5125.181152
	Iteration 39Q: 3 clusters Score -3523526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3523525.750000 Penalty: 5125.181152
	Iteration 40F: 3 clusters Score -3523526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -33464.507812 Penalty: 1463.853027
	Iteration 0F: 2 clusters Score -33464.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32069.601562 Penalty: 2927.706055
	Iteration 0F: 3 clusters Score -32069.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -32213.873047 Penalty: 2927.706055
	Iteration 1F: 3 clusters Score -32213.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -32254.416016 Penalty: 2927.706055
	Iteration 2Q: 3 clusters Score -32254.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32277.439453 Penalty: 2927.706055
	Iteration 3Q: 3 clusters Score -32277.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32286.931641 Penalty: 2927.706055
	Iteration 4Q: 3 clusters Score -32286.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32292.781250 Penalty: 2927.706055
	Iteration 5Q: 3 clusters Score -32292.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32306.558594 Penalty: 2927.706055
	Iteration 6Q: 3 clusters Score -32306.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -32320.281250 Penalty: 2927.706055
	Iteration 7Q: 3 clusters Score -32320.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -32333.738281 Penalty: 2927.706055
	Iteration 8Q: 3 clusters Score -32333.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32336.212891 Penalty: 2927.706055
	Iteration 9Q: 3 clusters Score -32336.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -32341.578125 Penalty: 2927.706055
	Iteration 10Q: 3 clusters Score -32341.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32344.435547 Penalty: 2927.706055
	Iteration 11Q: 3 clusters Score -32344.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32346.478516 Penalty: 2927.706055
	Iteration 12Q: 3 clusters Score -32346.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -32351.367188 Penalty: 2927.706055
	Iteration 13Q: 3 clusters Score -32351.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -32352.890625 Penalty: 2927.706055
	Iteration 14Q: 3 clusters Score -32352.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -32354.734375 Penalty: 2927.706055
	Iteration 15Q: 3 clusters Score -32354.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32356.037109 Penalty: 2927.706055
	Iteration 16Q: 3 clusters Score -32356.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32356.037109 Penalty: 2927.706055
	Iteration 17F: 3 clusters Score -32356.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (33912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Entering Unmasked Estep 
Score: -4214633.000000 Penalty: 2587.018066
	Iteration 0F: 2 clusters Score -4214633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -4191553.500000 Penalty: 5174.036133
	Iteration 0F: 3 clusters Score -4191554 nChanged 15366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -4199903.500000 Penalty: 5174.036133
	Iteration 1F: 3 clusters Score -4199904 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -4200351.500000 Penalty: 5174.036133
	Iteration 2Q: 3 clusters Score -4200352 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -4200802.500000 Penalty: 5174.036133
	Iteration 3Q: 3 clusters Score -4200802 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -4201293.000000 Penalty: 5174.036133
	Iteration 4Q: 3 clusters Score -4201293 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -4201892.500000 Penalty: 5174.036133
	Iteration 5Q: 3 clusters Score -4201892 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -4202745.000000 Penalty: 5174.036133
	Iteration 6Q: 3 clusters Score -4202745 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -4203965.000000 Penalty: 5174.036133
	Iteration 7F: 3 clusters Score -4203965 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -4205621.000000 Penalty: 5174.036133
	Iteration 8F: 3 clusters Score -4205621 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -4207440.500000 Penalty: 5174.036133
	Iteration 9F: 3 clusters Score -4207440 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -4208993.000000 Penalty: 5174.036133
	Iteration 10F: 3 clusters Score -4208993 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -4209857.500000 Penalty: 5174.036133
	Iteration 11Q: 3 clusters Score -4209858 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -4210208.500000 Penalty: 5174.036133
	Iteration 12Q: 3 clusters Score -4210208 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -4210400.000000 Penalty: 5174.036133
	Iteration 13Q: 3 clusters Score -4210400 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -4210518.500000 Penalty: 5174.036133
	Iteration 14Q: 3 clusters Score -4210518 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -4210639.500000 Penalty: 5174.036133
	Iteration 15Q: 3 clusters Score -4210640 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -4210753.500000 Penalty: 5174.036133
	Iteration 16Q: 3 clusters Score -4210754 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -4210845.000000 Penalty: 5174.036133
	Iteration 17Q: 3 clusters Score -4210845 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -4210907.500000 Penalty: 5174.036133
	Iteration 18Q: 3 clusters Score -4210908 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -4210976.500000 Penalty: 5174.036133
	Iteration 19Q: 3 clusters Score -4210976 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -4211047.000000 Penalty: 5174.036133
	Iteration 20F: 3 clusters Score -4211047 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -4211108.500000 Penalty: 5174.036133
	Iteration 21Q: 3 clusters Score -4211108 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -4211182.500000 Penalty: 5174.036133
	Iteration 22Q: 3 clusters Score -4211182 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -4211241.000000 Penalty: 5174.036133
	Iteration 23Q: 3 clusters Score -4211241 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -4211325.000000 Penalty: 5174.036133
	Iteration 24Q: 3 clusters Score -4211325 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -4211393.500000 Penalty: 5174.036133
	Iteration 25Q: 3 clusters Score -4211394 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -4211445.000000 Penalty: 5174.036133
	Iteration 26Q: 3 clusters Score -4211445 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -4211499.500000 Penalty: 5174.036133
	Iteration 27Q: 3 clusters Score -4211500 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -4211568.500000 Penalty: 5174.036133
	Iteration 28Q: 3 clusters Score -4211568 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -4211625.500000 Penalty: 5174.036133
	Iteration 29Q: 3 clusters Score -4211626 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -4211660.500000 Penalty: 5174.036133
	Iteration 30Q: 3 clusters Score -4211660 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -4211703.500000 Penalty: 5174.036133
	Iteration 31Q: 3 clusters Score -4211704 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -4211737.000000 Penalty: 5174.036133
	Iteration 32Q: 3 clusters Score -4211737 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -4211776.500000 Penalty: 5174.036133
	Iteration 33Q: 3 clusters Score -4211776 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -4211809.000000 Penalty: 5174.036133
	Iteration 34Q: 3 clusters Score -4211809 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -4211852.500000 Penalty: 5174.036133
	Iteration 35Q: 3 clusters Score -4211852 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -4211892.000000 Penalty: 5174.036133
	Iteration 36Q: 3 clusters Score -4211892 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -4211924.500000 Penalty: 5174.036133
	Iteration 37Q: 3 clusters Score -4211924 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -4211935.000000 Penalty: 5174.036133
	Iteration 38Q: 3 clusters Score -4211935 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -4211977.000000 Penalty: 5174.036133
	Iteration 39Q: 3 clusters Score -4211977 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -4211998.000000 Penalty: 5174.036133
	Iteration 40F: 3 clusters Score -4211998 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -4212018.500000 Penalty: 5174.036133
	Iteration 41Q: 3 clusters Score -4212018 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4212030.000000 Penalty: 5174.036133
	Iteration 42Q: 3 clusters Score -4212030 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -4212046.000000 Penalty: 5174.036133
	Iteration 43Q: 3 clusters Score -4212046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4212053.000000 Penalty: 5174.036133
	Iteration 44Q: 3 clusters Score -4212053 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4212061.000000 Penalty: 5174.036133
	Iteration 45Q: 3 clusters Score -4212061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4212063.000000 Penalty: 5174.036133
	Iteration 46Q: 3 clusters Score -4212063 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4212083.000000 Penalty: 5174.036133
	Iteration 47Q: 3 clusters Score -4212083 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4212096.500000 Penalty: 5174.036133
	Iteration 48Q: 3 clusters Score -4212096 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -4212111.000000 Penalty: 5174.036133
	Iteration 49Q: 3 clusters Score -4212111 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4212128.500000 Penalty: 5174.036133
	Iteration 50Q: 3 clusters Score -4212128 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4212147.500000 Penalty: 5174.036133
	Iteration 51Q: 3 clusters Score -4212148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4212147.500000 Penalty: 5174.036133
	Iteration 52Q: 3 clusters Score -4212148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4212162.000000 Penalty: 5174.036133
	Iteration 53Q: 3 clusters Score -4212162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4212168.000000 Penalty: 5174.036133
	Iteration 54Q: 3 clusters Score -4212168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4212181.000000 Penalty: 5174.036133
	Iteration 55Q: 3 clusters Score -4212181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4212197.500000 Penalty: 5174.036133
	Iteration 56Q: 3 clusters Score -4212198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4212209.000000 Penalty: 5174.036133
	Iteration 57Q: 3 clusters Score -4212209 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4212227.000000 Penalty: 5174.036133
	Iteration 58Q: 3 clusters Score -4212227 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4212226.500000 Penalty: 5174.036133
	Iteration 59Q: 3 clusters Score -4212226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4212248.000000 Penalty: 5174.036133
	Iteration 60F: 3 clusters Score -4212248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4212261.000000 Penalty: 5174.036133
	Iteration 61Q: 3 clusters Score -4212261 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4212277.000000 Penalty: 5174.036133
	Iteration 62Q: 3 clusters Score -4212277 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4212306.500000 Penalty: 5174.036133
	Iteration 63Q: 3 clusters Score -4212306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4212324.500000 Penalty: 5174.036133
	Iteration 64Q: 3 clusters Score -4212324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4212340.500000 Penalty: 5174.036133
	Iteration 65Q: 3 clusters Score -4212340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4212355.500000 Penalty: 5174.036133
	Iteration 66Q: 3 clusters Score -4212356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4212373.000000 Penalty: 5174.036133
	Iteration 67Q: 3 clusters Score -4212373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4212369.500000 Penalty: 5174.036133
	Iteration 68Q: 3 clusters Score -4212370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4212381.500000 Penalty: 5174.036133
	Iteration 69Q: 3 clusters Score -4212382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -4212387.500000 Penalty: 5174.036133
	Iteration 70Q: 3 clusters Score -4212388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4212390.500000 Penalty: 5174.036133
	Iteration 71Q: 3 clusters Score -4212390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -4212391.500000 Penalty: 5174.036133
	Iteration 72Q: 3 clusters Score -4212392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4212391.000000 Penalty: 5174.036133
	Iteration 73Q: 3 clusters Score -4212391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4212389.000000 Penalty: 5174.036133
	Iteration 74Q: 3 clusters Score -4212389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4212391.000000 Penalty: 5174.036133
	Iteration 75Q: 3 clusters Score -4212391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4212395.500000 Penalty: 5174.036133
	Iteration 76Q: 3 clusters Score -4212396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4212398.500000 Penalty: 5174.036133
	Iteration 77Q: 3 clusters Score -4212398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4212404.000000 Penalty: 5174.036133
	Iteration 78Q: 3 clusters Score -4212404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4212400.000000 Penalty: 5174.036133
	Iteration 79Q: 3 clusters Score -4212400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4212405.500000 Penalty: 5174.036133
	Iteration 80F: 3 clusters Score -4212406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4212405.000000 Penalty: 5174.036133
	Iteration 81Q: 3 clusters Score -4212405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4212406.000000 Penalty: 5174.036133
	Iteration 82Q: 3 clusters Score -4212406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4212406.000000 Penalty: 5174.036133
	Iteration 83Q: 3 clusters Score -4212406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4212404.000000 Penalty: 5174.036133
	Iteration 84Q: 3 clusters Score -4212404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4212404.000000 Penalty: 5174.036133
	Iteration 85F: 3 clusters Score -4212404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Entering Unmasked Estep 
Score: -943279.750000 Penalty: 2234.221436
	Iteration 0F: 2 clusters Score -943279.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -936771.812500 Penalty: 4468.442871
	Iteration 0F: 3 clusters Score -936771.8 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -938622.750000 Penalty: 4468.442871
	Iteration 1F: 3 clusters Score -938622.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -938934.375000 Penalty: 4468.442871
	Iteration 2F: 3 clusters Score -938934.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -939270.187500 Penalty: 4468.442871
	Iteration 3F: 3 clusters Score -939270.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -939667.812500 Penalty: 4468.442871
	Iteration 4F: 3 clusters Score -939667.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -940244.437500 Penalty: 4468.442871
	Iteration 5F: 3 clusters Score -940244.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -940808.562500 Penalty: 4468.442871
	Iteration 6F: 3 clusters Score -940808.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -941247.750000 Penalty: 4468.442871
	Iteration 7F: 3 clusters Score -941247.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -941514.375000 Penalty: 4468.442871
	Iteration 8F: 3 clusters Score -941514.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -941745.625000 Penalty: 4468.442871
	Iteration 9Q: 3 clusters Score -941745.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -941996.562500 Penalty: 4468.442871
	Iteration 10Q: 3 clusters Score -941996.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -942239.687500 Penalty: 4468.442871
	Iteration 11Q: 3 clusters Score -942239.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -942434.875000 Penalty: 4468.442871
	Iteration 12Q: 3 clusters Score -942434.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -942572.937500 Penalty: 4468.442871
	Iteration 13Q: 3 clusters Score -942572.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -942685.687500 Penalty: 4468.442871
	Iteration 14Q: 3 clusters Score -942685.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -942807.062500 Penalty: 4468.442871
	Iteration 15Q: 3 clusters Score -942807.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -942896.687500 Penalty: 4468.442871
	Iteration 16Q: 3 clusters Score -942896.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -942963.250000 Penalty: 4468.442871
	Iteration 17Q: 3 clusters Score -942963.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -943022.375000 Penalty: 4468.442871
	Iteration 18Q: 3 clusters Score -943022.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -943077.250000 Penalty: 4468.442871
	Iteration 19Q: 3 clusters Score -943077.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -943110.312500 Penalty: 4468.442871
	Iteration 20F: 3 clusters Score -943110.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -943139.062500 Penalty: 4468.442871
	Iteration 21Q: 3 clusters Score -943139.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -943159.125000 Penalty: 4468.442871
	Iteration 22Q: 3 clusters Score -943159.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -943178.187500 Penalty: 4468.442871
	Iteration 23Q: 3 clusters Score -943178.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -943192.125000 Penalty: 4468.442871
	Iteration 24Q: 3 clusters Score -943192.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -943198.812500 Penalty: 4468.442871
	Iteration 25Q: 3 clusters Score -943198.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -943203.812500 Penalty: 4468.442871
	Iteration 26Q: 3 clusters Score -943203.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -943210.062500 Penalty: 4468.442871
	Iteration 27Q: 3 clusters Score -943210.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -943212.062500 Penalty: 4468.442871
	Iteration 28Q: 3 clusters Score -943212.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -943216.875000 Penalty: 4468.442871
	Iteration 29Q: 3 clusters Score -943216.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -943221.625000 Penalty: 4468.442871
	Iteration 30Q: 3 clusters Score -943221.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -943226.250000 Penalty: 4468.442871
	Iteration 31Q: 3 clusters Score -943226.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -943229.500000 Penalty: 4468.442871
	Iteration 32Q: 3 clusters Score -943229.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -943230.625000 Penalty: 4468.442871
	Iteration 33Q: 3 clusters Score -943230.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -943230.937500 Penalty: 4468.442871
	Iteration 34Q: 3 clusters Score -943230.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -943233.625000 Penalty: 4468.442871
	Iteration 35Q: 3 clusters Score -943233.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -943232.312500 Penalty: 4468.442871
	Iteration 36Q: 3 clusters Score -943232.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -943233.125000 Penalty: 4468.442871
	Iteration 37Q: 3 clusters Score -943233.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -943236.500000 Penalty: 4468.442871
	Iteration 38Q: 3 clusters Score -943236.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -943240.312500 Penalty: 4468.442871
	Iteration 39Q: 3 clusters Score -943240.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -943243.062500 Penalty: 4468.442871
	Iteration 40F: 3 clusters Score -943243.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -943244.875000 Penalty: 4468.442871
	Iteration 41Q: 3 clusters Score -943244.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -943244.562500 Penalty: 4468.442871
	Iteration 42Q: 3 clusters Score -943244.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -943247.937500 Penalty: 4468.442871
	Iteration 43Q: 3 clusters Score -943247.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -943252.437500 Penalty: 4468.442871
	Iteration 44Q: 3 clusters Score -943252.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -943256.375000 Penalty: 4468.442871
	Iteration 45Q: 3 clusters Score -943256.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -943259.875000 Penalty: 4468.442871
	Iteration 46Q: 3 clusters Score -943259.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -943260.250000 Penalty: 4468.442871
	Iteration 47Q: 3 clusters Score -943260.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -943260.875000 Penalty: 4468.442871
	Iteration 48Q: 3 clusters Score -943260.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -943261.312500 Penalty: 4468.442871
	Iteration 49Q: 3 clusters Score -943261.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -943261.875000 Penalty: 4468.442871
	Iteration 50Q: 3 clusters Score -943261.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -943265.125000 Penalty: 4468.442871
	Iteration 51Q: 3 clusters Score -943265.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -943265.937500 Penalty: 4468.442871
	Iteration 52Q: 3 clusters Score -943265.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -943265.500000 Penalty: 4468.442871
	Iteration 53Q: 3 clusters Score -943265.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -943265.500000 Penalty: 4468.442871
	Iteration 54F: 3 clusters Score -943265.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Entering Unmasked Estep 
Score: -193862.828125 Penalty: 1841.192993
	Iteration 0F: 2 clusters Score -193862.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -191450.109375 Penalty: 3682.385986
	Iteration 0F: 3 clusters Score -191450.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -191879.937500 Penalty: 3682.385986
	Iteration 1F: 3 clusters Score -191879.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -192000.593750 Penalty: 3682.385986
	Iteration 2F: 3 clusters Score -192000.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -192079.750000 Penalty: 3682.385986
	Iteration 3Q: 3 clusters Score -192079.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -192122.000000 Penalty: 3682.385986
	Iteration 4Q: 3 clusters Score -192122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -192138.078125 Penalty: 3682.385986
	Iteration 5Q: 3 clusters Score -192138.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -192146.015625 Penalty: 3682.385986
	Iteration 6Q: 3 clusters Score -192146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -192154.062500 Penalty: 3682.385986
	Iteration 7Q: 3 clusters Score -192154.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -192164.562500 Penalty: 3682.385986
	Iteration 8Q: 3 clusters Score -192164.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -192173.406250 Penalty: 3682.385986
	Iteration 9Q: 3 clusters Score -192173.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -192182.062500 Penalty: 3682.385986
	Iteration 10Q: 3 clusters Score -192182.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -192192.203125 Penalty: 3682.385986
	Iteration 11Q: 3 clusters Score -192192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -192195.703125 Penalty: 3682.385986
	Iteration 12Q: 3 clusters Score -192195.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -192196.546875 Penalty: 3682.385986
	Iteration 13Q: 3 clusters Score -192196.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -192196.546875 Penalty: 3682.385986
	Iteration 14F: 3 clusters Score -192196.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Entering Unmasked Estep 
Score: -70476.203125 Penalty: 1630.618774
	Iteration 0F: 2 clusters Score -70476.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -68916.609375 Penalty: 3261.237549
	Iteration 0F: 3 clusters Score -68916.61 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -69605.062500 Penalty: 3261.237549
	Iteration 1F: 3 clusters Score -69605.06 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -70224.226562 Penalty: 3261.237549
	Iteration 2F: 3 clusters Score -70224.23 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -70662.945312 Penalty: 3261.237549
	Iteration 3F: 3 clusters Score -70662.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -70921.515625 Penalty: 3261.237549
	Iteration 4F: 3 clusters Score -70921.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -71063.625000 Penalty: 3261.237549
	Iteration 5Q: 3 clusters Score -71063.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -71248.070312 Penalty: 3261.237549
	Iteration 6Q: 3 clusters Score -71248.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -71462.156250 Penalty: 3261.237549
	Iteration 7Q: 3 clusters Score -71462.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -71575.929688 Penalty: 3261.237549
	Iteration 8Q: 3 clusters Score -71575.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -71729.265625 Penalty: 3261.237549
	Iteration 9Q: 3 clusters Score -71729.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -72119.937500 Penalty: 3261.237549
	Iteration 10Q: 3 clusters Score -72119.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72124.335938 Penalty: 3261.237549
	Iteration 11Q: 3 clusters Score -72124.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72124.335938 Penalty: 3261.237549
	Iteration 12F: 3 clusters Score -72124.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 638 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 366 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 321 members 
Mstep: Class 29 contains 5259 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 279 members 
Mstep: Class 36 contains 419 members 
Mstep: Class 37 contains 396 members 
Entering Unmasked Estep 
Score: -148083456.000000 Penalty: 128786.093750
Splitting cluster 28 changes total score from -148083200.000000 to -148083456.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 29 (5259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Entering Unmasked Estep 
Score: -557369.312500 Penalty: 2124.788818
	Iteration 0F: 2 clusters Score -557369.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -552715.125000 Penalty: 4249.577637
	Iteration 0F: 3 clusters Score -552715.1 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -554163.250000 Penalty: 4249.577637
	Iteration 1F: 3 clusters Score -554163.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -554771.062500 Penalty: 4249.577637
	Iteration 2F: 3 clusters Score -554771.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -555332.000000 Penalty: 4249.577637
	Iteration 3F: 3 clusters Score -555332 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -555792.875000 Penalty: 4249.577637
	Iteration 4F: 3 clusters Score -555792.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -556081.312500 Penalty: 4249.577637
	Iteration 5F: 3 clusters Score -556081.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -556228.750000 Penalty: 4249.577637
	Iteration 6Q: 3 clusters Score -556228.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -556309.750000 Penalty: 4249.577637
	Iteration 7Q: 3 clusters Score -556309.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -556358.125000 Penalty: 4249.577637
	Iteration 8Q: 3 clusters Score -556358.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -556402.687500 Penalty: 4249.577637
	Iteration 9Q: 3 clusters Score -556402.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -556435.562500 Penalty: 4249.577637
	Iteration 10Q: 3 clusters Score -556435.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -556453.562500 Penalty: 4249.577637
	Iteration 11Q: 3 clusters Score -556453.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -556465.562500 Penalty: 4249.577637
	Iteration 12Q: 3 clusters Score -556465.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -556471.312500 Penalty: 4249.577637
	Iteration 13Q: 3 clusters Score -556471.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -556474.062500 Penalty: 4249.577637
	Iteration 14Q: 3 clusters Score -556474.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -556473.437500 Penalty: 4249.577637
	Iteration 15Q: 3 clusters Score -556473.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -556479.312500 Penalty: 4249.577637
	Iteration 16Q: 3 clusters Score -556479.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -556483.000000 Penalty: 4249.577637
	Iteration 17Q: 3 clusters Score -556483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -556486.812500 Penalty: 4249.577637
	Iteration 18Q: 3 clusters Score -556486.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -556494.187500 Penalty: 4249.577637
	Iteration 19Q: 3 clusters Score -556494.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -556500.562500 Penalty: 4249.577637
	Iteration 20F: 3 clusters Score -556500.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -556507.000000 Penalty: 4249.577637
	Iteration 21Q: 3 clusters Score -556507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -556512.500000 Penalty: 4249.577637
	Iteration 22Q: 3 clusters Score -556512.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -556514.062500 Penalty: 4249.577637
	Iteration 23Q: 3 clusters Score -556514.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -556516.937500 Penalty: 4249.577637
	Iteration 24Q: 3 clusters Score -556516.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -556517.750000 Penalty: 4249.577637
	Iteration 25Q: 3 clusters Score -556517.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -556519.125000 Penalty: 4249.577637
	Iteration 26Q: 3 clusters Score -556519.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -556519.937500 Penalty: 4249.577637
	Iteration 27Q: 3 clusters Score -556519.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -556519.875000 Penalty: 4249.577637
	Iteration 28Q: 3 clusters Score -556519.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -556519.875000 Penalty: 4249.577637
	Iteration 29F: 3 clusters Score -556519.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -65736.242188 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -65736.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -64171.269531 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -64171.27 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64394.121094 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -64394.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -64499.335938 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -64499.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64568.996094 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -64569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64620.925781 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -64620.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -64652.890625 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -64652.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -64694.527344 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -64694.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -64784.687500 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -64784.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -64942.660156 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -64942.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65183.796875 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -65183.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -65449.742188 Penalty: 3166.219238
	Iteration 10F: 3 clusters Score -65449.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -65570.468750 Penalty: 3166.219238
	Iteration 11F: 3 clusters Score -65570.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -65638.328125 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -65638.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -65648.640625 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -65648.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -65652.960938 Penalty: 3166.219238
	Iteration 14Q: 3 clusters Score -65652.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -65659.484375 Penalty: 3166.219238
	Iteration 15Q: 3 clusters Score -65659.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -65661.585938 Penalty: 3166.219238
	Iteration 16Q: 3 clusters Score -65661.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -65661.585938 Penalty: 3166.219238
	Iteration 17F: 3 clusters Score -65661.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Entering Unmasked Estep 
Score: -734474.812500 Penalty: 2165.051025
	Iteration 0F: 2 clusters Score -734474.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -729208.187500 Penalty: 4330.102051
	Iteration 0F: 3 clusters Score -729208.2 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -730558.625000 Penalty: 4330.102051
	Iteration 1F: 3 clusters Score -730558.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -730807.062500 Penalty: 4330.102051
	Iteration 2F: 3 clusters Score -730807.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -730957.375000 Penalty: 4330.102051
	Iteration 3F: 3 clusters Score -730957.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -731064.250000 Penalty: 4330.102051
	Iteration 4Q: 3 clusters Score -731064.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -731131.437500 Penalty: 4330.102051
	Iteration 5Q: 3 clusters Score -731131.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -731177.750000 Penalty: 4330.102051
	Iteration 6Q: 3 clusters Score -731177.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -731214.875000 Penalty: 4330.102051
	Iteration 7Q: 3 clusters Score -731214.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -731253.125000 Penalty: 4330.102051
	Iteration 8Q: 3 clusters Score -731253.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -731283.687500 Penalty: 4330.102051
	Iteration 9Q: 3 clusters Score -731283.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -731319.125000 Penalty: 4330.102051
	Iteration 10Q: 3 clusters Score -731319.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -731354.750000 Penalty: 4330.102051
	Iteration 11Q: 3 clusters Score -731354.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -731392.500000 Penalty: 4330.102051
	Iteration 12Q: 3 clusters Score -731392.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -731432.125000 Penalty: 4330.102051
	Iteration 13Q: 3 clusters Score -731432.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -731478.125000 Penalty: 4330.102051
	Iteration 14Q: 3 clusters Score -731478.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -731537.625000 Penalty: 4330.102051
	Iteration 15Q: 3 clusters Score -731537.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -731620.437500 Penalty: 4330.102051
	Iteration 16Q: 3 clusters Score -731620.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -731727.875000 Penalty: 4330.102051
	Iteration 17Q: 3 clusters Score -731727.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -731852.875000 Penalty: 4330.102051
	Iteration 18Q: 3 clusters Score -731852.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -732001.062500 Penalty: 4330.102051
	Iteration 19Q: 3 clusters Score -732001.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -732166.750000 Penalty: 4330.102051
	Iteration 20F: 3 clusters Score -732166.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -732364.687500 Penalty: 4330.102051
	Iteration 21Q: 3 clusters Score -732364.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -732524.875000 Penalty: 4330.102051
	Iteration 22Q: 3 clusters Score -732524.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -732666.000000 Penalty: 4330.102051
	Iteration 23Q: 3 clusters Score -732666 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -732765.625000 Penalty: 4330.102051
	Iteration 24Q: 3 clusters Score -732765.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -732865.687500 Penalty: 4330.102051
	Iteration 25Q: 3 clusters Score -732865.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -732941.062500 Penalty: 4330.102051
	Iteration 26Q: 3 clusters Score -732941.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -732991.750000 Penalty: 4330.102051
	Iteration 27Q: 3 clusters Score -732991.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -733043.125000 Penalty: 4330.102051
	Iteration 28Q: 3 clusters Score -733043.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -733082.937500 Penalty: 4330.102051
	Iteration 29Q: 3 clusters Score -733082.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -733116.687500 Penalty: 4330.102051
	Iteration 30Q: 3 clusters Score -733116.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -733148.437500 Penalty: 4330.102051
	Iteration 31Q: 3 clusters Score -733148.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -733174.562500 Penalty: 4330.102051
	Iteration 32Q: 3 clusters Score -733174.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -733201.312500 Penalty: 4330.102051
	Iteration 33Q: 3 clusters Score -733201.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -733223.812500 Penalty: 4330.102051
	Iteration 34Q: 3 clusters Score -733223.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -733246.000000 Penalty: 4330.102051
	Iteration 35Q: 3 clusters Score -733246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -733261.750000 Penalty: 4330.102051
	Iteration 36Q: 3 clusters Score -733261.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -733272.187500 Penalty: 4330.102051
	Iteration 37Q: 3 clusters Score -733272.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -733280.375000 Penalty: 4330.102051
	Iteration 38Q: 3 clusters Score -733280.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -733285.437500 Penalty: 4330.102051
	Iteration 39Q: 3 clusters Score -733285.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -733295.500000 Penalty: 4330.102051
	Iteration 40F: 3 clusters Score -733295.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -733298.500000 Penalty: 4330.102051
	Iteration 41Q: 3 clusters Score -733298.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -733302.937500 Penalty: 4330.102051
	Iteration 42Q: 3 clusters Score -733302.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -733311.562500 Penalty: 4330.102051
	Iteration 43Q: 3 clusters Score -733311.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -733322.000000 Penalty: 4330.102051
	Iteration 44Q: 3 clusters Score -733322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -733330.937500 Penalty: 4330.102051
	Iteration 45Q: 3 clusters Score -733330.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -733332.750000 Penalty: 4330.102051
	Iteration 46Q: 3 clusters Score -733332.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -733339.187500 Penalty: 4330.102051
	Iteration 47Q: 3 clusters Score -733339.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -733339.000000 Penalty: 4330.102051
	Iteration 48Q: 3 clusters Score -733339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -733341.750000 Penalty: 4330.102051
	Iteration 49Q: 3 clusters Score -733341.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -733346.187500 Penalty: 4330.102051
	Iteration 50Q: 3 clusters Score -733346.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -733348.812500 Penalty: 4330.102051
	Iteration 51Q: 3 clusters Score -733348.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -733352.687500 Penalty: 4330.102051
	Iteration 52Q: 3 clusters Score -733352.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -733356.500000 Penalty: 4330.102051
	Iteration 53Q: 3 clusters Score -733356.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -733355.875000 Penalty: 4330.102051
	Iteration 54Q: 3 clusters Score -733355.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -733357.062500 Penalty: 4330.102051
	Iteration 55Q: 3 clusters Score -733357.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -733357.750000 Penalty: 4330.102051
	Iteration 56Q: 3 clusters Score -733357.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -733357.875000 Penalty: 4330.102051
	Iteration 57Q: 3 clusters Score -733357.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -733357.875000 Penalty: 4330.102051
	Iteration 58F: 3 clusters Score -733357.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Entering Unmasked Estep 
Score: -334434.062500 Penalty: 1975.024414
	Iteration 0F: 2 clusters Score -334434.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -331237.468750 Penalty: 3950.048828
	Iteration 0F: 3 clusters Score -331237.5 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -331867.343750 Penalty: 3950.048828
	Iteration 1F: 3 clusters Score -331867.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -332064.906250 Penalty: 3950.048828
	Iteration 2F: 3 clusters Score -332064.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -332209.375000 Penalty: 3950.048828
	Iteration 3F: 3 clusters Score -332209.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -332357.250000 Penalty: 3950.048828
	Iteration 4Q: 3 clusters Score -332357.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -332512.875000 Penalty: 3950.048828
	Iteration 5Q: 3 clusters Score -332512.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -332627.500000 Penalty: 3950.048828
	Iteration 6Q: 3 clusters Score -332627.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -332734.750000 Penalty: 3950.048828
	Iteration 7Q: 3 clusters Score -332734.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -332804.687500 Penalty: 3950.048828
	Iteration 8Q: 3 clusters Score -332804.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -332865.187500 Penalty: 3950.048828
	Iteration 9Q: 3 clusters Score -332865.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -332904.500000 Penalty: 3950.048828
	Iteration 10Q: 3 clusters Score -332904.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -332936.781250 Penalty: 3950.048828
	Iteration 11Q: 3 clusters Score -332936.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -332960.312500 Penalty: 3950.048828
	Iteration 12Q: 3 clusters Score -332960.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -332993.406250 Penalty: 3950.048828
	Iteration 13Q: 3 clusters Score -332993.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -333017.468750 Penalty: 3950.048828
	Iteration 14Q: 3 clusters Score -333017.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -333036.781250 Penalty: 3950.048828
	Iteration 15Q: 3 clusters Score -333036.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -333056.031250 Penalty: 3950.048828
	Iteration 16Q: 3 clusters Score -333056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -333081.406250 Penalty: 3950.048828
	Iteration 17Q: 3 clusters Score -333081.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -333115.281250 Penalty: 3950.048828
	Iteration 18Q: 3 clusters Score -333115.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -333156.937500 Penalty: 3950.048828
	Iteration 19Q: 3 clusters Score -333156.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -333200.593750 Penalty: 3950.048828
	Iteration 20F: 3 clusters Score -333200.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -333247.468750 Penalty: 3950.048828
	Iteration 21Q: 3 clusters Score -333247.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -333286.093750 Penalty: 3950.048828
	Iteration 22Q: 3 clusters Score -333286.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -333310.000000 Penalty: 3950.048828
	Iteration 23Q: 3 clusters Score -333310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -333334.750000 Penalty: 3950.048828
	Iteration 24Q: 3 clusters Score -333334.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -333358.031250 Penalty: 3950.048828
	Iteration 25Q: 3 clusters Score -333358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -333377.656250 Penalty: 3950.048828
	Iteration 26Q: 3 clusters Score -333377.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -333395.843750 Penalty: 3950.048828
	Iteration 27Q: 3 clusters Score -333395.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -333415.968750 Penalty: 3950.048828
	Iteration 28Q: 3 clusters Score -333416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -333438.312500 Penalty: 3950.048828
	Iteration 29Q: 3 clusters Score -333438.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -333456.718750 Penalty: 3950.048828
	Iteration 30Q: 3 clusters Score -333456.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -333468.093750 Penalty: 3950.048828
	Iteration 31Q: 3 clusters Score -333468.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -333483.812500 Penalty: 3950.048828
	Iteration 32Q: 3 clusters Score -333483.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -333498.406250 Penalty: 3950.048828
	Iteration 33Q: 3 clusters Score -333498.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -333505.281250 Penalty: 3950.048828
	Iteration 34Q: 3 clusters Score -333505.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -333514.218750 Penalty: 3950.048828
	Iteration 35Q: 3 clusters Score -333514.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -333524.687500 Penalty: 3950.048828
	Iteration 36Q: 3 clusters Score -333524.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -333537.218750 Penalty: 3950.048828
	Iteration 37Q: 3 clusters Score -333537.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -333546.125000 Penalty: 3950.048828
	Iteration 38Q: 3 clusters Score -333546.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -333551.562500 Penalty: 3950.048828
	Iteration 39Q: 3 clusters Score -333551.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -333555.843750 Penalty: 3950.048828
	Iteration 40F: 3 clusters Score -333555.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -333557.750000 Penalty: 3950.048828
	Iteration 41Q: 3 clusters Score -333557.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -333560.656250 Penalty: 3950.048828
	Iteration 42Q: 3 clusters Score -333560.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -333562.125000 Penalty: 3950.048828
	Iteration 43Q: 3 clusters Score -333562.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -333562.968750 Penalty: 3950.048828
	Iteration 44Q: 3 clusters Score -333563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -333562.968750 Penalty: 3950.048828
	Iteration 45F: 3 clusters Score -333563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Entering Unmasked Estep 
Score: -153983.421875 Penalty: 1772.399536
	Iteration 0F: 2 clusters Score -153983.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -151842.468750 Penalty: 3544.799072
	Iteration 0F: 3 clusters Score -151842.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -152200.375000 Penalty: 3544.799072
	Iteration 1F: 3 clusters Score -152200.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -152325.046875 Penalty: 3544.799072
	Iteration 2F: 3 clusters Score -152325 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -152410.984375 Penalty: 3544.799072
	Iteration 3Q: 3 clusters Score -152411 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -152502.171875 Penalty: 3544.799072
	Iteration 4Q: 3 clusters Score -152502.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -152646.953125 Penalty: 3544.799072
	Iteration 5Q: 3 clusters Score -152647 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -152983.718750 Penalty: 3544.799072
	Iteration 6Q: 3 clusters Score -152983.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -153303.859375 Penalty: 3544.799072
	Iteration 7F: 3 clusters Score -153303.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -153450.234375 Penalty: 3544.799072
	Iteration 8F: 3 clusters Score -153450.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -153576.281250 Penalty: 3544.799072
	Iteration 9Q: 3 clusters Score -153576.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -153713.781250 Penalty: 3544.799072
	Iteration 10Q: 3 clusters Score -153713.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -153814.187500 Penalty: 3544.799072
	Iteration 11Q: 3 clusters Score -153814.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -153908.578125 Penalty: 3544.799072
	Iteration 12Q: 3 clusters Score -153908.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -153942.906250 Penalty: 3544.799072
	Iteration 13Q: 3 clusters Score -153942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -153955.531250 Penalty: 3544.799072
	Iteration 14Q: 3 clusters Score -153955.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -153966.375000 Penalty: 3544.799072
	Iteration 15Q: 3 clusters Score -153966.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -153969.250000 Penalty: 3544.799072
	Iteration 16Q: 3 clusters Score -153969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -153974.953125 Penalty: 3544.799072
	Iteration 17Q: 3 clusters Score -153975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -153974.953125 Penalty: 3544.799072
	Iteration 18F: 3 clusters Score -153975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Entering Unmasked Estep 
Score: -69083.890625 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -69083.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67412.265625 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -67412.27 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67648.914062 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -67648.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67724.218750 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -67724.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67772.796875 Penalty: 3213.340576
	Iteration 3Q: 3 clusters Score -67772.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67823.632812 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -67823.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67874.046875 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -67874.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -67919.562500 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -67919.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -67947.421875 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -67947.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67959.976562 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -67959.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67987.164062 Penalty: 3213.340576
	Iteration 9Q: 3 clusters Score -67987.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68008.367188 Penalty: 3213.340576
	Iteration 10Q: 3 clusters Score -68008.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68023.632812 Penalty: 3213.340576
	Iteration 11Q: 3 clusters Score -68023.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -68047.828125 Penalty: 3213.340576
	Iteration 12Q: 3 clusters Score -68047.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68066.648438 Penalty: 3213.340576
	Iteration 13Q: 3 clusters Score -68066.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68078.296875 Penalty: 3213.340576
	Iteration 14Q: 3 clusters Score -68078.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68084.203125 Penalty: 3213.340576
	Iteration 15Q: 3 clusters Score -68084.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68084.203125 Penalty: 3213.340576
	Iteration 16F: 3 clusters Score -68084.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -21239.466797 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -21239.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -20164.205078 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -20164.21 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20342.443359 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -20342.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20431.130859 Penalty: 2793.081055
	Iteration 2F: 3 clusters Score -20431.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20480.890625 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -20480.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -20548.617188 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -20548.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -20626.966797 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -20626.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -20683.597656 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -20683.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -20723.763672 Penalty: 2793.081055
	Iteration 7Q: 3 clusters Score -20723.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20732.435547 Penalty: 2793.081055
	Iteration 8Q: 3 clusters Score -20732.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -20745.099609 Penalty: 2793.081055
	Iteration 9Q: 3 clusters Score -20745.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20756.283203 Penalty: 2793.081055
	Iteration 10Q: 3 clusters Score -20756.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -20756.283203 Penalty: 2793.081055
	Iteration 11F: 3 clusters Score -20756.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 638 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 201 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 366 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 321 members 
Mstep: Class 29 contains 5259 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 651 members 
Mstep: Class 35 contains 279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148083616.000000 Penalty: 128786.093750
Iteration 199Q: 38 clusters Score -1.480836e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 298 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24886 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197462 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23946 members 
Mstep: Class 11 contains 642 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30728 members 
Mstep: Class 24 contains 378 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 321 members 
Mstep: Class 29 contains 5264 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1270 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 265 members 
Mstep: Class 36 contains 420 members 
Mstep: Class 37 contains 396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148089392.000000 Penalty: 128786.093750
Iteration 200F: 38 clusters Score -1.480894e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197460 members 
Mstep: Class 7 contains 48337 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1620 members 
Mstep: Class 10 contains 23945 members 
Mstep: Class 11 contains 644 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12165 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224139 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30729 members 
Mstep: Class 24 contains 391 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5264 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1269 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 373 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148094448.000000 Penalty: 128786.093750
Iteration 201Q: 38 clusters Score -1.480944e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24891 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197457 members 
Mstep: Class 7 contains 48338 members 
Mstep: Class 8 contains 256136 members 
Mstep: Class 9 contains 1619 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12163 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224140 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30729 members 
Mstep: Class 24 contains 399 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5264 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1269 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 423 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148095264.000000 Penalty: 128786.093750
Iteration 202Q: 38 clusters Score -1.480953e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24891 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197456 members 
Mstep: Class 7 contains 48338 members 
Mstep: Class 8 contains 256139 members 
Mstep: Class 9 contains 1615 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12165 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182073 members 
Mstep: Class 18 contains 49122 members 
Mstep: Class 19 contains 224140 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30729 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5264 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1271 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148095296.000000 Penalty: 128786.093750
Iteration 203Q: 38 clusters Score -1.480953e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24891 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197457 members 
Mstep: Class 7 contains 48338 members 
Mstep: Class 8 contains 256139 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182071 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224138 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33912 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5264 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148095328.000000 Penalty: 128786.093750
Iteration 204Q: 38 clusters Score -1.480953e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24891 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197458 members 
Mstep: Class 7 contains 48339 members 
Mstep: Class 8 contains 256139 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182069 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224136 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30731 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33913 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5264 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148095328.000000 Penalty: 128786.093750
Iteration 205Q: 38 clusters Score -1.480953e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24890 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197457 members 
Mstep: Class 7 contains 48340 members 
Mstep: Class 8 contains 256138 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12172 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182070 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224134 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33913 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5264 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148095344.000000 Penalty: 128786.093750
Iteration 206Q: 38 clusters Score -1.480953e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24890 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197457 members 
Mstep: Class 7 contains 48341 members 
Mstep: Class 8 contains 256136 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12173 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182072 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224131 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33914 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5264 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148095312.000000 Penalty: 128786.093750
Iteration 207Q: 38 clusters Score -1.480953e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197457 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256135 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 12172 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182074 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224132 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33913 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148095344.000000 Penalty: 128786.093750
Iteration 208Q: 38 clusters Score -1.480953e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197456 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12172 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224134 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2039 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33913 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5264 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148095360.000000 Penalty: 128786.093750
Iteration 209Q: 38 clusters Score -1.480954e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197456 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256133 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12172 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224134 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33913 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148095344.000000 Penalty: 128786.093750
Iteration 210Q: 38 clusters Score -1.480953e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197457 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256131 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12172 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224135 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33914 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148095328.000000 Penalty: 128786.093750
Iteration 211Q: 38 clusters Score -1.480953e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197458 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256125 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224136 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33919 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148095328.000000 Penalty: 128786.093750
Iteration 212Q: 38 clusters Score -1.480953e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197460 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256122 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224135 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33921 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148095296.000000 Penalty: 128786.093750
Iteration 213Q: 38 clusters Score -1.480953e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197459 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256124 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182076 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224133 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33921 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148095312.000000 Penalty: 128786.093750
Iteration 214Q: 38 clusters Score -1.480953e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197459 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256123 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182076 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224134 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33921 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148095344.000000 Penalty: 128786.093750
Iteration 215Q: 38 clusters Score -1.480953e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197459 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256125 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182077 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224131 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33921 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148095280.000000 Penalty: 128786.093750
Iteration 216Q: 38 clusters Score -1.480953e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197463 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256123 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224130 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33922 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148095328.000000 Penalty: 128786.093750
Iteration 217Q: 38 clusters Score -1.480953e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256121 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224129 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33923 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148095328.000000 Penalty: 128786.093750
Iteration 218Q: 38 clusters Score -1.480953e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197466 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256120 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182075 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224129 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33923 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148095312.000000 Penalty: 128786.093750
Iteration 219Q: 38 clusters Score -1.480953e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 169 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197466 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256120 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182076 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224128 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33923 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 367 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148096720.000000 Penalty: 128786.093750
Iteration 220F: 38 clusters Score -1.480967e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197466 members 
Mstep: Class 7 contains 48341 members 
Mstep: Class 8 contains 256119 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182078 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224128 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33923 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 390 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148096944.000000 Penalty: 128786.093750
Iteration 221Q: 38 clusters Score -1.480969e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197467 members 
Mstep: Class 7 contains 48340 members 
Mstep: Class 8 contains 256119 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182078 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224128 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33922 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 391 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148096912.000000 Penalty: 128786.093750
Iteration 222Q: 38 clusters Score -1.480969e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197466 members 
Mstep: Class 7 contains 48341 members 
Mstep: Class 8 contains 256119 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224126 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33923 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 391 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148096896.000000 Penalty: 128786.093750
Iteration 223Q: 38 clusters Score -1.480969e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256118 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224126 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 391 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148096896.000000 Penalty: 128786.093750
Iteration 224Q: 38 clusters Score -1.480969e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 391 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148096896.000000 Penalty: 128786.093750
Iteration 225Q: 38 clusters Score -1.480969e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 391 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148096912.000000 Penalty: 128786.093750
Iteration 226F: 38 clusters Score -1.480969e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 140 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 396 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148097264.000000 Penalty: 128786.093750
Iteration 227Q: 38 clusters Score -1.480973e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 397 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148097248.000000 Penalty: 128786.093750
Iteration 228Q: 38 clusters Score -1.480972e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 397 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148098944.000000 Penalty: 128786.093750
Iteration 229F: 38 clusters Score -1.480989e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 646 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 444 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148100672.000000 Penalty: 128786.093750
Iteration 230Q: 38 clusters Score -1.481007e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 648 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 443 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148100624.000000 Penalty: 128786.093750
Iteration 231Q: 38 clusters Score -1.481006e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 651 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 440 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148100656.000000 Penalty: 128786.093750
Iteration 232Q: 38 clusters Score -1.481007e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148100704.000000 Penalty: 128786.093750
Iteration 233Q: 38 clusters Score -1.481007e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 654 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148101968.000000 Penalty: 128786.093750
Iteration 234F: 38 clusters Score -1.48102e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 658 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148102880.000000 Penalty: 128786.093750
Iteration 235Q: 38 clusters Score -1.481029e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 661 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148102880.000000 Penalty: 128786.093750
Iteration 236Q: 38 clusters Score -1.481029e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 662 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148102880.000000 Penalty: 128786.093750
Iteration 237Q: 38 clusters Score -1.481029e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148102880.000000 Penalty: 128786.093750
Iteration 238Q: 38 clusters Score -1.481029e+08 nChanged 0
Entering ConstructFrom: 
Score: -148102880.000000 Penalty: 128786.093750
Entering ConstructFrom: 
Trying to split cluster 1 (14987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Entering Unmasked Estep 
Score: -1772526.000000 Penalty: 2384.504883
	Iteration 0F: 2 clusters Score -1772526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1761699.875000 Penalty: 4769.009766
	Iteration 0F: 3 clusters Score -1761700 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1765011.625000 Penalty: 4769.009766
	Iteration 1F: 3 clusters Score -1765012 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1765371.500000 Penalty: 4769.009766
	Iteration 2F: 3 clusters Score -1765372 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1765634.125000 Penalty: 4769.009766
	Iteration 3Q: 3 clusters Score -1765634 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1765846.500000 Penalty: 4769.009766
	Iteration 4Q: 3 clusters Score -1765846 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1766035.125000 Penalty: 4769.009766
	Iteration 5Q: 3 clusters Score -1766035 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1766243.000000 Penalty: 4769.009766
	Iteration 6Q: 3 clusters Score -1766243 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1766463.250000 Penalty: 4769.009766
	Iteration 7Q: 3 clusters Score -1766463 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1766722.000000 Penalty: 4769.009766
	Iteration 8Q: 3 clusters Score -1766722 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1766998.750000 Penalty: 4769.009766
	Iteration 9Q: 3 clusters Score -1766999 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1767376.875000 Penalty: 4769.009766
	Iteration 10Q: 3 clusters Score -1767377 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1767780.875000 Penalty: 4769.009766
	Iteration 11Q: 3 clusters Score -1767781 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1768221.625000 Penalty: 4769.009766
	Iteration 12Q: 3 clusters Score -1768222 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1768649.125000 Penalty: 4769.009766
	Iteration 13Q: 3 clusters Score -1768649 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1769040.625000 Penalty: 4769.009766
	Iteration 14Q: 3 clusters Score -1769041 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1769347.250000 Penalty: 4769.009766
	Iteration 15Q: 3 clusters Score -1769347 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1769602.750000 Penalty: 4769.009766
	Iteration 16Q: 3 clusters Score -1769603 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1769776.750000 Penalty: 4769.009766
	Iteration 17Q: 3 clusters Score -1769777 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1769923.125000 Penalty: 4769.009766
	Iteration 18Q: 3 clusters Score -1769923 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1770025.750000 Penalty: 4769.009766
	Iteration 19Q: 3 clusters Score -1770026 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1770105.875000 Penalty: 4769.009766
	Iteration 20F: 3 clusters Score -1770106 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1770147.875000 Penalty: 4769.009766
	Iteration 21Q: 3 clusters Score -1770148 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1770173.875000 Penalty: 4769.009766
	Iteration 22Q: 3 clusters Score -1770174 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1770189.500000 Penalty: 4769.009766
	Iteration 23Q: 3 clusters Score -1770190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1770201.625000 Penalty: 4769.009766
	Iteration 24Q: 3 clusters Score -1770202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1770207.875000 Penalty: 4769.009766
	Iteration 25Q: 3 clusters Score -1770208 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1770211.750000 Penalty: 4769.009766
	Iteration 26Q: 3 clusters Score -1770212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1770215.125000 Penalty: 4769.009766
	Iteration 27Q: 3 clusters Score -1770215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1770222.625000 Penalty: 4769.009766
	Iteration 28Q: 3 clusters Score -1770223 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1770229.375000 Penalty: 4769.009766
	Iteration 29Q: 3 clusters Score -1770229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1770231.750000 Penalty: 4769.009766
	Iteration 30Q: 3 clusters Score -1770232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1770241.500000 Penalty: 4769.009766
	Iteration 31Q: 3 clusters Score -1770242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1770248.125000 Penalty: 4769.009766
	Iteration 32Q: 3 clusters Score -1770248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1770250.000000 Penalty: 4769.009766
	Iteration 33Q: 3 clusters Score -1770250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1770255.125000 Penalty: 4769.009766
	Iteration 34Q: 3 clusters Score -1770255 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1770254.625000 Penalty: 4769.009766
	Iteration 35Q: 3 clusters Score -1770255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1770254.125000 Penalty: 4769.009766
	Iteration 36Q: 3 clusters Score -1770254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1770253.875000 Penalty: 4769.009766
	Iteration 37Q: 3 clusters Score -1770254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1770255.625000 Penalty: 4769.009766
	Iteration 38Q: 3 clusters Score -1770256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1770256.000000 Penalty: 4769.009766
	Iteration 39Q: 3 clusters Score -1770256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1770261.875000 Penalty: 4769.009766
	Iteration 40F: 3 clusters Score -1770262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1770260.000000 Penalty: 4769.009766
	Iteration 41Q: 3 clusters Score -1770260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1770261.125000 Penalty: 4769.009766
	Iteration 42Q: 3 clusters Score -1770261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1770264.625000 Penalty: 4769.009766
	Iteration 43Q: 3 clusters Score -1770265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1770265.000000 Penalty: 4769.009766
	Iteration 44Q: 3 clusters Score -1770265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1770263.500000 Penalty: 4769.009766
	Iteration 45Q: 3 clusters Score -1770264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1770273.750000 Penalty: 4769.009766
	Iteration 46Q: 3 clusters Score -1770274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1770272.500000 Penalty: 4769.009766
	Iteration 47Q: 3 clusters Score -1770272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1770273.500000 Penalty: 4769.009766
	Iteration 48Q: 3 clusters Score -1770274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1770270.875000 Penalty: 4769.009766
	Iteration 49Q: 3 clusters Score -1770271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1770274.875000 Penalty: 4769.009766
	Iteration 50Q: 3 clusters Score -1770275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1770276.125000 Penalty: 4769.009766
	Iteration 51Q: 3 clusters Score -1770276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1770280.250000 Penalty: 4769.009766
	Iteration 52Q: 3 clusters Score -1770280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1770281.500000 Penalty: 4769.009766
	Iteration 53Q: 3 clusters Score -1770282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1770285.000000 Penalty: 4769.009766
	Iteration 54Q: 3 clusters Score -1770285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1770285.625000 Penalty: 4769.009766
	Iteration 55Q: 3 clusters Score -1770286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1770285.750000 Penalty: 4769.009766
	Iteration 56Q: 3 clusters Score -1770286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1770286.875000 Penalty: 4769.009766
	Iteration 57Q: 3 clusters Score -1770287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1770286.875000 Penalty: 4769.009766
	Iteration 58F: 3 clusters Score -1770287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Entering Unmasked Estep 
Score: -231276.093750 Penalty: 1879.126221
	Iteration 0F: 2 clusters Score -231276.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -228740.765625 Penalty: 3758.252441
	Iteration 0F: 3 clusters Score -228740.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -229193.734375 Penalty: 3758.252441
	Iteration 1F: 3 clusters Score -229193.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -229312.843750 Penalty: 3758.252441
	Iteration 2F: 3 clusters Score -229312.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -229372.250000 Penalty: 3758.252441
	Iteration 3Q: 3 clusters Score -229372.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -229422.093750 Penalty: 3758.252441
	Iteration 4Q: 3 clusters Score -229422.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -229446.375000 Penalty: 3758.252441
	Iteration 5Q: 3 clusters Score -229446.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -229464.343750 Penalty: 3758.252441
	Iteration 6Q: 3 clusters Score -229464.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -229472.515625 Penalty: 3758.252441
	Iteration 7Q: 3 clusters Score -229472.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -229478.890625 Penalty: 3758.252441
	Iteration 8Q: 3 clusters Score -229478.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -229487.984375 Penalty: 3758.252441
	Iteration 9Q: 3 clusters Score -229488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -229497.265625 Penalty: 3758.252441
	Iteration 10Q: 3 clusters Score -229497.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -229503.546875 Penalty: 3758.252441
	Iteration 11Q: 3 clusters Score -229503.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -229509.562500 Penalty: 3758.252441
	Iteration 12Q: 3 clusters Score -229509.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -229519.421875 Penalty: 3758.252441
	Iteration 13Q: 3 clusters Score -229519.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -229524.140625 Penalty: 3758.252441
	Iteration 14Q: 3 clusters Score -229524.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -229527.687500 Penalty: 3758.252441
	Iteration 15Q: 3 clusters Score -229527.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -229529.109375 Penalty: 3758.252441
	Iteration 16Q: 3 clusters Score -229529.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -229529.359375 Penalty: 3758.252441
	Iteration 17Q: 3 clusters Score -229529.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -229530.843750 Penalty: 3758.252441
	Iteration 18Q: 3 clusters Score -229530.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -229531.203125 Penalty: 3758.252441
	Iteration 19Q: 3 clusters Score -229531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -229532.687500 Penalty: 3758.252441
	Iteration 20F: 3 clusters Score -229532.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -229532.703125 Penalty: 3758.252441
	Iteration 21Q: 3 clusters Score -229532.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -229532.703125 Penalty: 3758.252441
	Iteration 22F: 3 clusters Score -229532.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Entering Unmasked Estep 
Score: -2982156.250000 Penalty: 2510.291016
	Iteration 0F: 2 clusters Score -2982156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2964906.750000 Penalty: 5020.582031
	Iteration 0F: 3 clusters Score -2964907 nChanged 11109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2971173.000000 Penalty: 5020.582031
	Iteration 1F: 3 clusters Score -2971173 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2971864.250000 Penalty: 5020.582031
	Iteration 2F: 3 clusters Score -2971864 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2972527.250000 Penalty: 5020.582031
	Iteration 3F: 3 clusters Score -2972527 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2973248.500000 Penalty: 5020.582031
	Iteration 4F: 3 clusters Score -2973248 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2974134.750000 Penalty: 5020.582031
	Iteration 5F: 3 clusters Score -2974135 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2975269.750000 Penalty: 5020.582031
	Iteration 6F: 3 clusters Score -2975270 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2976795.750000 Penalty: 5020.582031
	Iteration 7F: 3 clusters Score -2976796 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2978130.750000 Penalty: 5020.582031
	Iteration 8F: 3 clusters Score -2978131 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2978844.750000 Penalty: 5020.582031
	Iteration 9Q: 3 clusters Score -2978845 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2979150.750000 Penalty: 5020.582031
	Iteration 10Q: 3 clusters Score -2979151 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2979309.000000 Penalty: 5020.582031
	Iteration 11Q: 3 clusters Score -2979309 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2979399.250000 Penalty: 5020.582031
	Iteration 12Q: 3 clusters Score -2979399 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2979488.750000 Penalty: 5020.582031
	Iteration 13Q: 3 clusters Score -2979489 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2979581.750000 Penalty: 5020.582031
	Iteration 14Q: 3 clusters Score -2979582 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2979640.750000 Penalty: 5020.582031
	Iteration 15Q: 3 clusters Score -2979641 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2979685.500000 Penalty: 5020.582031
	Iteration 16Q: 3 clusters Score -2979686 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2979728.250000 Penalty: 5020.582031
	Iteration 17Q: 3 clusters Score -2979728 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2979766.000000 Penalty: 5020.582031
	Iteration 18Q: 3 clusters Score -2979766 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2979827.750000 Penalty: 5020.582031
	Iteration 19Q: 3 clusters Score -2979828 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2979923.750000 Penalty: 5020.582031
	Iteration 20F: 3 clusters Score -2979924 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2980034.250000 Penalty: 5020.582031
	Iteration 21Q: 3 clusters Score -2980034 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2980152.750000 Penalty: 5020.582031
	Iteration 22Q: 3 clusters Score -2980153 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2980291.000000 Penalty: 5020.582031
	Iteration 23Q: 3 clusters Score -2980291 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2980399.750000 Penalty: 5020.582031
	Iteration 24Q: 3 clusters Score -2980400 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2980487.750000 Penalty: 5020.582031
	Iteration 25Q: 3 clusters Score -2980488 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2980555.000000 Penalty: 5020.582031
	Iteration 26Q: 3 clusters Score -2980555 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2980621.000000 Penalty: 5020.582031
	Iteration 27Q: 3 clusters Score -2980621 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2980666.500000 Penalty: 5020.582031
	Iteration 28Q: 3 clusters Score -2980666 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2980701.500000 Penalty: 5020.582031
	Iteration 29Q: 3 clusters Score -2980702 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2980751.000000 Penalty: 5020.582031
	Iteration 30Q: 3 clusters Score -2980751 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2980807.000000 Penalty: 5020.582031
	Iteration 31Q: 3 clusters Score -2980807 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2980853.250000 Penalty: 5020.582031
	Iteration 32Q: 3 clusters Score -2980853 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2980895.500000 Penalty: 5020.582031
	Iteration 33Q: 3 clusters Score -2980896 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -2980917.000000 Penalty: 5020.582031
	Iteration 34Q: 3 clusters Score -2980917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2980928.250000 Penalty: 5020.582031
	Iteration 35Q: 3 clusters Score -2980928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2980928.250000 Penalty: 5020.582031
	Iteration 36Q: 3 clusters Score -2980928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2980928.750000 Penalty: 5020.582031
	Iteration 37Q: 3 clusters Score -2980929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2980934.500000 Penalty: 5020.582031
	Iteration 38Q: 3 clusters Score -2980934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -2980929.000000 Penalty: 5020.582031
	Iteration 39Q: 3 clusters Score -2980929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2980928.500000 Penalty: 5020.582031
	Iteration 40F: 3 clusters Score -2980928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2980930.750000 Penalty: 5020.582031
	Iteration 41Q: 3 clusters Score -2980931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2980933.750000 Penalty: 5020.582031
	Iteration 42Q: 3 clusters Score -2980934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2980929.750000 Penalty: 5020.582031
	Iteration 43Q: 3 clusters Score -2980930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2980927.000000 Penalty: 5020.582031
	Iteration 44Q: 3 clusters Score -2980927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2980927.000000 Penalty: 5020.582031
	Iteration 45F: 3 clusters Score -2980927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Entering Unmasked Estep 
Score: -807123.562500 Penalty: 2191.023926
	Iteration 0F: 2 clusters Score -807123.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -801503.125000 Penalty: 4382.047852
	Iteration 0F: 3 clusters Score -801503.1 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -803348.937500 Penalty: 4382.047852
	Iteration 1F: 3 clusters Score -803348.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -804087.500000 Penalty: 4382.047852
	Iteration 2F: 3 clusters Score -804087.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -804723.250000 Penalty: 4382.047852
	Iteration 3F: 3 clusters Score -804723.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -805243.875000 Penalty: 4382.047852
	Iteration 4F: 3 clusters Score -805243.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -805592.125000 Penalty: 4382.047852
	Iteration 5F: 3 clusters Score -805592.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -805787.500000 Penalty: 4382.047852
	Iteration 6Q: 3 clusters Score -805787.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -805886.437500 Penalty: 4382.047852
	Iteration 7Q: 3 clusters Score -805886.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -805943.875000 Penalty: 4382.047852
	Iteration 8Q: 3 clusters Score -805943.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -805985.375000 Penalty: 4382.047852
	Iteration 9Q: 3 clusters Score -805985.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -806013.000000 Penalty: 4382.047852
	Iteration 10Q: 3 clusters Score -806013 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -806032.125000 Penalty: 4382.047852
	Iteration 11Q: 3 clusters Score -806032.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -806051.500000 Penalty: 4382.047852
	Iteration 12Q: 3 clusters Score -806051.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -806069.375000 Penalty: 4382.047852
	Iteration 13Q: 3 clusters Score -806069.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -806078.875000 Penalty: 4382.047852
	Iteration 14Q: 3 clusters Score -806078.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -806086.500000 Penalty: 4382.047852
	Iteration 15Q: 3 clusters Score -806086.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -806091.375000 Penalty: 4382.047852
	Iteration 16Q: 3 clusters Score -806091.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -806095.625000 Penalty: 4382.047852
	Iteration 17Q: 3 clusters Score -806095.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -806099.375000 Penalty: 4382.047852
	Iteration 18Q: 3 clusters Score -806099.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -806100.375000 Penalty: 4382.047852
	Iteration 19Q: 3 clusters Score -806100.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -806103.437500 Penalty: 4382.047852
	Iteration 20F: 3 clusters Score -806103.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -806102.000000 Penalty: 4382.047852
	Iteration 21Q: 3 clusters Score -806102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -806104.375000 Penalty: 4382.047852
	Iteration 22Q: 3 clusters Score -806104.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -806104.125000 Penalty: 4382.047852
	Iteration 23Q: 3 clusters Score -806104.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -806105.750000 Penalty: 4382.047852
	Iteration 24Q: 3 clusters Score -806105.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -806109.187500 Penalty: 4382.047852
	Iteration 25Q: 3 clusters Score -806109.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -806111.562500 Penalty: 4382.047852
	Iteration 26Q: 3 clusters Score -806111.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -806115.125000 Penalty: 4382.047852
	Iteration 27Q: 3 clusters Score -806115.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -806117.500000 Penalty: 4382.047852
	Iteration 28Q: 3 clusters Score -806117.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -806122.750000 Penalty: 4382.047852
	Iteration 29Q: 3 clusters Score -806122.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -806128.062500 Penalty: 4382.047852
	Iteration 30Q: 3 clusters Score -806128.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -806132.312500 Penalty: 4382.047852
	Iteration 31Q: 3 clusters Score -806132.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -806134.687500 Penalty: 4382.047852
	Iteration 32Q: 3 clusters Score -806134.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -806140.062500 Penalty: 4382.047852
	Iteration 33Q: 3 clusters Score -806140.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -806142.750000 Penalty: 4382.047852
	Iteration 34Q: 3 clusters Score -806142.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -806145.187500 Penalty: 4382.047852
	Iteration 35Q: 3 clusters Score -806145.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -806146.875000 Penalty: 4382.047852
	Iteration 36Q: 3 clusters Score -806146.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -806147.562500 Penalty: 4382.047852
	Iteration 37Q: 3 clusters Score -806147.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -806148.250000 Penalty: 4382.047852
	Iteration 38Q: 3 clusters Score -806148.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -806148.312500 Penalty: 4382.047852
	Iteration 39Q: 3 clusters Score -806148.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -806149.625000 Penalty: 4382.047852
	Iteration 40F: 3 clusters Score -806149.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Entering Unmasked Estep 
Score: -952949.187500 Penalty: 2231.783203
	Iteration 0F: 2 clusters Score -952949.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -946567.625000 Penalty: 4463.566406
	Iteration 0F: 3 clusters Score -946567.6 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -948480.625000 Penalty: 4463.566406
	Iteration 1F: 3 clusters Score -948480.6 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -949064.125000 Penalty: 4463.566406
	Iteration 2F: 3 clusters Score -949064.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -949762.375000 Penalty: 4463.566406
	Iteration 3F: 3 clusters Score -949762.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -950393.312500 Penalty: 4463.566406
	Iteration 4F: 3 clusters Score -950393.3 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -950931.937500 Penalty: 4463.566406
	Iteration 5F: 3 clusters Score -950931.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -951398.812500 Penalty: 4463.566406
	Iteration 6F: 3 clusters Score -951398.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -951712.250000 Penalty: 4463.566406
	Iteration 7F: 3 clusters Score -951712.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -951911.437500 Penalty: 4463.566406
	Iteration 8Q: 3 clusters Score -951911.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -952107.000000 Penalty: 4463.566406
	Iteration 9Q: 3 clusters Score -952107 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -952271.125000 Penalty: 4463.566406
	Iteration 10Q: 3 clusters Score -952271.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -952388.062500 Penalty: 4463.566406
	Iteration 11Q: 3 clusters Score -952388.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -952473.562500 Penalty: 4463.566406
	Iteration 12Q: 3 clusters Score -952473.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -952515.500000 Penalty: 4463.566406
	Iteration 13Q: 3 clusters Score -952515.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -952545.875000 Penalty: 4463.566406
	Iteration 14Q: 3 clusters Score -952545.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -952562.062500 Penalty: 4463.566406
	Iteration 15Q: 3 clusters Score -952562.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -952575.125000 Penalty: 4463.566406
	Iteration 16Q: 3 clusters Score -952575.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -952584.312500 Penalty: 4463.566406
	Iteration 17Q: 3 clusters Score -952584.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -952589.375000 Penalty: 4463.566406
	Iteration 18Q: 3 clusters Score -952589.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -952594.562500 Penalty: 4463.566406
	Iteration 19Q: 3 clusters Score -952594.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -952594.187500 Penalty: 4463.566406
	Iteration 20F: 3 clusters Score -952594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -952596.250000 Penalty: 4463.566406
	Iteration 21Q: 3 clusters Score -952596.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -952596.312500 Penalty: 4463.566406
	Iteration 22Q: 3 clusters Score -952596.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -952596.312500 Penalty: 4463.566406
	Iteration 23F: 3 clusters Score -952596.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (197465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197465 members 
Entering Unmasked Estep 
Score: -23864652.000000 Penalty: 3023.942383
	Iteration 0F: 2 clusters Score -2.386465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98608 members 
Mstep: Class 2 contains 98857 members 
Entering Unmasked Estep 
Score: -23733836.000000 Penalty: 6047.884766
	Iteration 0F: 3 clusters Score -2.373384e+07 nChanged 94925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94281 members 
Mstep: Class 2 contains 103184 members 
Entering Unmasked Estep 
Score: -23789494.000000 Penalty: 6047.884766
	Iteration 1F: 3 clusters Score -2.378949e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92214 members 
Mstep: Class 2 contains 105251 members 
Entering Unmasked Estep 
Score: -23790626.000000 Penalty: 6047.884766
	Iteration 2Q: 3 clusters Score -2.379063e+07 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89169 members 
Mstep: Class 2 contains 108296 members 
Entering Unmasked Estep 
Score: -23792370.000000 Penalty: 6047.884766
	Iteration 3Q: 3 clusters Score -2.379237e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84679 members 
Mstep: Class 2 contains 112786 members 
Entering Unmasked Estep 
Score: -23795240.000000 Penalty: 6047.884766
	Iteration 4Q: 3 clusters Score -2.379524e+07 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78235 members 
Mstep: Class 2 contains 119230 members 
Entering Unmasked Estep 
Score: -23799214.000000 Penalty: 6047.884766
	Iteration 5Q: 3 clusters Score -2.379921e+07 nChanged 10812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69485 members 
Mstep: Class 2 contains 127980 members 
Entering Unmasked Estep 
Score: -23805948.000000 Penalty: 6047.884766
	Iteration 6F: 3 clusters Score -2.380595e+07 nChanged 12629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 139047 members 
Entering Unmasked Estep 
Score: -23814672.000000 Penalty: 6047.884766
	Iteration 7F: 3 clusters Score -2.381467e+07 nChanged 13627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 151464 members 
Entering Unmasked Estep 
Score: -23825016.000000 Penalty: 6047.884766
	Iteration 8F: 3 clusters Score -2.382502e+07 nChanged 12730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 163292 members 
Entering Unmasked Estep 
Score: -23835338.000000 Penalty: 6047.884766
	Iteration 9F: 3 clusters Score -2.383534e+07 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 173480 members 
Entering Unmasked Estep 
Score: -23844472.000000 Penalty: 6047.884766
	Iteration 10F: 3 clusters Score -2.384447e+07 nChanged 7958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 181150 members 
Entering Unmasked Estep 
Score: -23851124.000000 Penalty: 6047.884766
	Iteration 11Q: 3 clusters Score -2.385112e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 186392 members 
Entering Unmasked Estep 
Score: -23855268.000000 Penalty: 6047.884766
	Iteration 12Q: 3 clusters Score -2.385527e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 189859 members 
Entering Unmasked Estep 
Score: -23857946.000000 Penalty: 6047.884766
	Iteration 13Q: 3 clusters Score -2.385795e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 192130 members 
Entering Unmasked Estep 
Score: -23859548.000000 Penalty: 6047.884766
	Iteration 14Q: 3 clusters Score -2.385955e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 193550 members 
Entering Unmasked Estep 
Score: -23860572.000000 Penalty: 6047.884766
	Iteration 15Q: 3 clusters Score -2.386057e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 194413 members 
Entering Unmasked Estep 
Score: -23861216.000000 Penalty: 6047.884766
	Iteration 16Q: 3 clusters Score -2.386122e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 194923 members 
Entering Unmasked Estep 
Score: -23861538.000000 Penalty: 6047.884766
	Iteration 17Q: 3 clusters Score -2.386154e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 195233 members 
Entering Unmasked Estep 
Score: -23861788.000000 Penalty: 6047.884766
	Iteration 18Q: 3 clusters Score -2.386179e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 195442 members 
Entering Unmasked Estep 
Score: -23861996.000000 Penalty: 6047.884766
	Iteration 19Q: 3 clusters Score -2.3862e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 195584 members 
Entering Unmasked Estep 
Score: -23862058.000000 Penalty: 6047.884766
	Iteration 20F: 3 clusters Score -2.386206e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 195670 members 
Entering Unmasked Estep 
Score: -23862148.000000 Penalty: 6047.884766
	Iteration 21Q: 3 clusters Score -2.386215e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 195731 members 
Entering Unmasked Estep 
Score: -23862190.000000 Penalty: 6047.884766
	Iteration 22Q: 3 clusters Score -2.386219e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 195790 members 
Entering Unmasked Estep 
Score: -23862244.000000 Penalty: 6047.884766
	Iteration 23Q: 3 clusters Score -2.386224e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 195833 members 
Entering Unmasked Estep 
Score: -23862276.000000 Penalty: 6047.884766
	Iteration 24Q: 3 clusters Score -2.386228e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 195870 members 
Entering Unmasked Estep 
Score: -23862272.000000 Penalty: 6047.884766
	Iteration 25Q: 3 clusters Score -2.386227e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 195894 members 
Entering Unmasked Estep 
Score: -23862270.000000 Penalty: 6047.884766
	Iteration 26Q: 3 clusters Score -2.386227e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 195912 members 
Entering Unmasked Estep 
Score: -23862284.000000 Penalty: 6047.884766
	Iteration 27Q: 3 clusters Score -2.386228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 195919 members 
Entering Unmasked Estep 
Score: -23862296.000000 Penalty: 6047.884766
	Iteration 28Q: 3 clusters Score -2.38623e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 195927 members 
Entering Unmasked Estep 
Score: -23862308.000000 Penalty: 6047.884766
	Iteration 29Q: 3 clusters Score -2.386231e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 195933 members 
Entering Unmasked Estep 
Score: -23862318.000000 Penalty: 6047.884766
	Iteration 30Q: 3 clusters Score -2.386232e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 195937 members 
Entering Unmasked Estep 
Score: -23862356.000000 Penalty: 6047.884766
	Iteration 31Q: 3 clusters Score -2.386236e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 195947 members 
Entering Unmasked Estep 
Score: -23862380.000000 Penalty: 6047.884766
	Iteration 32Q: 3 clusters Score -2.386238e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 195965 members 
Entering Unmasked Estep 
Score: -23862370.000000 Penalty: 6047.884766
	Iteration 33Q: 3 clusters Score -2.386237e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 195980 members 
Entering Unmasked Estep 
Score: -23862406.000000 Penalty: 6047.884766
	Iteration 34Q: 3 clusters Score -2.386241e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 195994 members 
Entering Unmasked Estep 
Score: -23862386.000000 Penalty: 6047.884766
	Iteration 35Q: 3 clusters Score -2.386239e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 196002 members 
Entering Unmasked Estep 
Score: -23862390.000000 Penalty: 6047.884766
	Iteration 36Q: 3 clusters Score -2.386239e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 196012 members 
Entering Unmasked Estep 
Score: -23862396.000000 Penalty: 6047.884766
	Iteration 37Q: 3 clusters Score -2.38624e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 196018 members 
Entering Unmasked Estep 
Score: -23862398.000000 Penalty: 6047.884766
	Iteration 38Q: 3 clusters Score -2.38624e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 196019 members 
Entering Unmasked Estep 
Score: -23862402.000000 Penalty: 6047.884766
	Iteration 39Q: 3 clusters Score -2.38624e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 196017 members 
Entering Unmasked Estep 
Score: -23862404.000000 Penalty: 6047.884766
	Iteration 40F: 3 clusters Score -2.38624e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 196019 members 
Entering Unmasked Estep 
Score: -23862428.000000 Penalty: 6047.884766
	Iteration 41Q: 3 clusters Score -2.386243e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 196029 members 
Entering Unmasked Estep 
Score: -23862446.000000 Penalty: 6047.884766
	Iteration 42Q: 3 clusters Score -2.386245e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 196042 members 
Entering Unmasked Estep 
Score: -23862442.000000 Penalty: 6047.884766
	Iteration 43Q: 3 clusters Score -2.386244e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 196043 members 
Entering Unmasked Estep 
Score: -23862486.000000 Penalty: 6047.884766
	Iteration 44Q: 3 clusters Score -2.386249e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 196058 members 
Entering Unmasked Estep 
Score: -23862504.000000 Penalty: 6047.884766
	Iteration 45Q: 3 clusters Score -2.38625e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 196061 members 
Entering Unmasked Estep 
Score: -23862482.000000 Penalty: 6047.884766
	Iteration 46Q: 3 clusters Score -2.386248e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 196067 members 
Entering Unmasked Estep 
Score: -23862478.000000 Penalty: 6047.884766
	Iteration 47Q: 3 clusters Score -2.386248e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 196070 members 
Entering Unmasked Estep 
Score: -23862464.000000 Penalty: 6047.884766
	Iteration 48Q: 3 clusters Score -2.386246e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 196072 members 
Entering Unmasked Estep 
Score: -23862468.000000 Penalty: 6047.884766
	Iteration 49Q: 3 clusters Score -2.386247e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 196077 members 
Entering Unmasked Estep 
Score: -23862480.000000 Penalty: 6047.884766
	Iteration 50Q: 3 clusters Score -2.386248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 196079 members 
Entering Unmasked Estep 
Score: -23862466.000000 Penalty: 6047.884766
	Iteration 51Q: 3 clusters Score -2.386247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 196083 members 
Entering Unmasked Estep 
Score: -23862470.000000 Penalty: 6047.884766
	Iteration 52Q: 3 clusters Score -2.386247e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 196085 members 
Entering Unmasked Estep 
Score: -23862480.000000 Penalty: 6047.884766
	Iteration 53Q: 3 clusters Score -2.386248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 196088 members 
Entering Unmasked Estep 
Score: -23862478.000000 Penalty: 6047.884766
	Iteration 54Q: 3 clusters Score -2.386248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 196083 members 
Entering Unmasked Estep 
Score: -23862470.000000 Penalty: 6047.884766
	Iteration 55Q: 3 clusters Score -2.386247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 196076 members 
Entering Unmasked Estep 
Score: -23862484.000000 Penalty: 6047.884766
	Iteration 56Q: 3 clusters Score -2.386248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 196071 members 
Entering Unmasked Estep 
Score: -23862484.000000 Penalty: 6047.884766
	Iteration 57Q: 3 clusters Score -2.386248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 196064 members 
Entering Unmasked Estep 
Score: -23862488.000000 Penalty: 6047.884766
	Iteration 58Q: 3 clusters Score -2.386249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 196060 members 
Entering Unmasked Estep 
Score: -23862498.000000 Penalty: 6047.884766
	Iteration 59Q: 3 clusters Score -2.38625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 196058 members 
Entering Unmasked Estep 
Score: -23862498.000000 Penalty: 6047.884766
	Iteration 60F: 3 clusters Score -2.38625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 196059 members 
Entering Unmasked Estep 
Score: -23862500.000000 Penalty: 6047.884766
	Iteration 61Q: 3 clusters Score -2.38625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 196063 members 
Entering Unmasked Estep 
Score: -23862496.000000 Penalty: 6047.884766
	Iteration 62Q: 3 clusters Score -2.38625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 196064 members 
Entering Unmasked Estep 
Score: -23862492.000000 Penalty: 6047.884766
	Iteration 63Q: 3 clusters Score -2.386249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 196065 members 
Entering Unmasked Estep 
Score: -23862488.000000 Penalty: 6047.884766
	Iteration 64Q: 3 clusters Score -2.386249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 196066 members 
Entering Unmasked Estep 
Score: -23862504.000000 Penalty: 6047.884766
	Iteration 65Q: 3 clusters Score -2.38625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 196066 members 
Entering Unmasked Estep 
Score: -23862496.000000 Penalty: 6047.884766
	Iteration 66Q: 3 clusters Score -2.38625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 196064 members 
Entering Unmasked Estep 
Score: -23862494.000000 Penalty: 6047.884766
	Iteration 67Q: 3 clusters Score -2.386249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 196060 members 
Entering Unmasked Estep 
Score: -23862496.000000 Penalty: 6047.884766
	Iteration 68Q: 3 clusters Score -2.38625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 196055 members 
Entering Unmasked Estep 
Score: -23862502.000000 Penalty: 6047.884766
	Iteration 69Q: 3 clusters Score -2.38625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 196057 members 
Entering Unmasked Estep 
Score: -23862504.000000 Penalty: 6047.884766
	Iteration 70Q: 3 clusters Score -2.38625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 196059 members 
Entering Unmasked Estep 
Score: -23862500.000000 Penalty: 6047.884766
	Iteration 71Q: 3 clusters Score -2.38625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 196062 members 
Entering Unmasked Estep 
Score: -23862494.000000 Penalty: 6047.884766
	Iteration 72Q: 3 clusters Score -2.386249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 196062 members 
Entering Unmasked Estep 
Score: -23862502.000000 Penalty: 6047.884766
	Iteration 73Q: 3 clusters Score -2.38625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 196062 members 
Entering Unmasked Estep 
Score: -23862510.000000 Penalty: 6047.884766
	Iteration 74Q: 3 clusters Score -2.386251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 196061 members 
Entering Unmasked Estep 
Score: -23862512.000000 Penalty: 6047.884766
	Iteration 75Q: 3 clusters Score -2.386251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 196063 members 
Entering Unmasked Estep 
Score: -23862524.000000 Penalty: 6047.884766
	Iteration 76Q: 3 clusters Score -2.386252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 196067 members 
Entering Unmasked Estep 
Score: -23862518.000000 Penalty: 6047.884766
	Iteration 77Q: 3 clusters Score -2.386252e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 196067 members 
Entering Unmasked Estep 
Score: -23862536.000000 Penalty: 6047.884766
	Iteration 78Q: 3 clusters Score -2.386254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 196072 members 
Entering Unmasked Estep 
Score: -23862518.000000 Penalty: 6047.884766
	Iteration 79Q: 3 clusters Score -2.386252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 196071 members 
Entering Unmasked Estep 
Score: -23862518.000000 Penalty: 6047.884766
	Iteration 80F: 3 clusters Score -2.386252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 196070 members 
Entering Unmasked Estep 
Score: -23862506.000000 Penalty: 6047.884766
	Iteration 81Q: 3 clusters Score -2.386251e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 196070 members 
Entering Unmasked Estep 
Score: -23862516.000000 Penalty: 6047.884766
	Iteration 82Q: 3 clusters Score -2.386252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 196071 members 
Entering Unmasked Estep 
Score: -23862518.000000 Penalty: 6047.884766
	Iteration 83Q: 3 clusters Score -2.386252e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 196071 members 
Entering Unmasked Estep 
Score: -23862518.000000 Penalty: 6047.884766
	Iteration 84F: 3 clusters Score -2.386252e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Entering Unmasked Estep 
Score: -5846373.000000 Penalty: 2674.941895
	Iteration 0F: 2 clusters Score -5846373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -5813608.500000 Penalty: 5349.883789
	Iteration 0F: 3 clusters Score -5813608 nChanged 22328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -5825989.000000 Penalty: 5349.883789
	Iteration 1F: 3 clusters Score -5825989 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -5826543.500000 Penalty: 5349.883789
	Iteration 2Q: 3 clusters Score -5826544 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -5827111.000000 Penalty: 5349.883789
	Iteration 3Q: 3 clusters Score -5827111 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -5827615.000000 Penalty: 5349.883789
	Iteration 4Q: 3 clusters Score -5827615 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -5828296.000000 Penalty: 5349.883789
	Iteration 5Q: 3 clusters Score -5828296 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -5829036.000000 Penalty: 5349.883789
	Iteration 6Q: 3 clusters Score -5829036 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -5829916.500000 Penalty: 5349.883789
	Iteration 7Q: 3 clusters Score -5829916 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -5831003.000000 Penalty: 5349.883789
	Iteration 8Q: 3 clusters Score -5831003 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -5832416.500000 Penalty: 5349.883789
	Iteration 9Q: 3 clusters Score -5832416 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -5834473.500000 Penalty: 5349.883789
	Iteration 10F: 3 clusters Score -5834474 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -5837299.500000 Penalty: 5349.883789
	Iteration 11F: 3 clusters Score -5837300 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -5840060.000000 Penalty: 5349.883789
	Iteration 12F: 3 clusters Score -5840060 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -5841981.500000 Penalty: 5349.883789
	Iteration 13F: 3 clusters Score -5841982 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -5843190.000000 Penalty: 5349.883789
	Iteration 14Q: 3 clusters Score -5843190 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -5844132.500000 Penalty: 5349.883789
	Iteration 15Q: 3 clusters Score -5844132 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -5844732.000000 Penalty: 5349.883789
	Iteration 16Q: 3 clusters Score -5844732 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -5845048.500000 Penalty: 5349.883789
	Iteration 17Q: 3 clusters Score -5845048 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -5845177.500000 Penalty: 5349.883789
	Iteration 18Q: 3 clusters Score -5845178 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -5845275.500000 Penalty: 5349.883789
	Iteration 19Q: 3 clusters Score -5845276 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -5845339.000000 Penalty: 5349.883789
	Iteration 20F: 3 clusters Score -5845339 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -5845395.000000 Penalty: 5349.883789
	Iteration 21Q: 3 clusters Score -5845395 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -5845396.500000 Penalty: 5349.883789
	Iteration 22Q: 3 clusters Score -5845396 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -5845450.500000 Penalty: 5349.883789
	Iteration 23Q: 3 clusters Score -5845450 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -5845458.000000 Penalty: 5349.883789
	Iteration 24Q: 3 clusters Score -5845458 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -5845471.500000 Penalty: 5349.883789
	Iteration 25Q: 3 clusters Score -5845472 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -5845487.000000 Penalty: 5349.883789
	Iteration 26Q: 3 clusters Score -5845487 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -5845497.000000 Penalty: 5349.883789
	Iteration 27Q: 3 clusters Score -5845497 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -5845497.500000 Penalty: 5349.883789
	Iteration 28Q: 3 clusters Score -5845498 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -5845489.000000 Penalty: 5349.883789
	Iteration 29Q: 3 clusters Score -5845489 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -5845521.500000 Penalty: 5349.883789
	Iteration 30Q: 3 clusters Score -5845522 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -5845538.000000 Penalty: 5349.883789
	Iteration 31Q: 3 clusters Score -5845538 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -5845548.500000 Penalty: 5349.883789
	Iteration 32Q: 3 clusters Score -5845548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -5845546.500000 Penalty: 5349.883789
	Iteration 33Q: 3 clusters Score -5845546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -5845541.500000 Penalty: 5349.883789
	Iteration 34Q: 3 clusters Score -5845542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -5845537.500000 Penalty: 5349.883789
	Iteration 35Q: 3 clusters Score -5845538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -5845542.500000 Penalty: 5349.883789
	Iteration 36Q: 3 clusters Score -5845542 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -5845548.500000 Penalty: 5349.883789
	Iteration 37Q: 3 clusters Score -5845548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -5845539.500000 Penalty: 5349.883789
	Iteration 38Q: 3 clusters Score -5845540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -5845541.000000 Penalty: 5349.883789
	Iteration 39Q: 3 clusters Score -5845541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -5845545.500000 Penalty: 5349.883789
	Iteration 40F: 3 clusters Score -5845546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -5845555.500000 Penalty: 5349.883789
	Iteration 41Q: 3 clusters Score -5845556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -5845545.000000 Penalty: 5349.883789
	Iteration 42Q: 3 clusters Score -5845545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -5845547.000000 Penalty: 5349.883789
	Iteration 43Q: 3 clusters Score -5845547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -5845544.500000 Penalty: 5349.883789
	Iteration 44Q: 3 clusters Score -5845544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -5845551.500000 Penalty: 5349.883789
	Iteration 45Q: 3 clusters Score -5845552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -5845543.500000 Penalty: 5349.883789
	Iteration 46Q: 3 clusters Score -5845544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -5845541.500000 Penalty: 5349.883789
	Iteration 47Q: 3 clusters Score -5845542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -5845542.500000 Penalty: 5349.883789
	Iteration 48Q: 3 clusters Score -5845542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -5845540.000000 Penalty: 5349.883789
	Iteration 49Q: 3 clusters Score -5845540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -5845540.000000 Penalty: 5349.883789
	Iteration 50F: 3 clusters Score -5845540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (256117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256117 members 
Entering Unmasked Estep 
Score: -31465044.000000 Penalty: 3088.440674
	Iteration 0F: 2 clusters Score -3.146504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127784 members 
Mstep: Class 2 contains 128333 members 
Entering Unmasked Estep 
Score: -31297504.000000 Penalty: 6176.881348
	Iteration 0F: 3 clusters Score -3.12975e+07 nChanged 123573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122141 members 
Mstep: Class 2 contains 133976 members 
Entering Unmasked Estep 
Score: -31370342.000000 Penalty: 6176.881348
	Iteration 1F: 3 clusters Score -3.137034e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118352 members 
Mstep: Class 2 contains 137765 members 
Entering Unmasked Estep 
Score: -31371968.000000 Penalty: 6176.881348
	Iteration 2Q: 3 clusters Score -3.137197e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112656 members 
Mstep: Class 2 contains 143461 members 
Entering Unmasked Estep 
Score: -31374132.000000 Penalty: 6176.881348
	Iteration 3Q: 3 clusters Score -3.137413e+07 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104018 members 
Mstep: Class 2 contains 152099 members 
Entering Unmasked Estep 
Score: -31378082.000000 Penalty: 6176.881348
	Iteration 4Q: 3 clusters Score -3.137808e+07 nChanged 13709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91071 members 
Mstep: Class 2 contains 165046 members 
Entering Unmasked Estep 
Score: -31385258.000000 Penalty: 6176.881348
	Iteration 5F: 3 clusters Score -3.138526e+07 nChanged 18174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73175 members 
Mstep: Class 2 contains 182942 members 
Entering Unmasked Estep 
Score: -31398448.000000 Penalty: 6176.881348
	Iteration 6F: 3 clusters Score -3.139845e+07 nChanged 22205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 205089 members 
Entering Unmasked Estep 
Score: -31417798.000000 Penalty: 6176.881348
	Iteration 7F: 3 clusters Score -3.14178e+07 nChanged 21921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 227000 members 
Entering Unmasked Estep 
Score: -31438036.000000 Penalty: 6176.881348
	Iteration 8F: 3 clusters Score -3.143804e+07 nChanged 15103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 242101 members 
Entering Unmasked Estep 
Score: -31451628.000000 Penalty: 6176.881348
	Iteration 9F: 3 clusters Score -3.145163e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 249633 members 
Entering Unmasked Estep 
Score: -31457766.000000 Penalty: 6176.881348
	Iteration 10Q: 3 clusters Score -3.145777e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 252922 members 
Entering Unmasked Estep 
Score: -31460178.000000 Penalty: 6176.881348
	Iteration 11Q: 3 clusters Score -3.146018e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 254273 members 
Entering Unmasked Estep 
Score: -31461182.000000 Penalty: 6176.881348
	Iteration 12Q: 3 clusters Score -3.146118e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 254862 members 
Entering Unmasked Estep 
Score: -31461752.000000 Penalty: 6176.881348
	Iteration 13Q: 3 clusters Score -3.146175e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 255151 members 
Entering Unmasked Estep 
Score: -31462006.000000 Penalty: 6176.881348
	Iteration 14Q: 3 clusters Score -3.146201e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 255311 members 
Entering Unmasked Estep 
Score: -31462112.000000 Penalty: 6176.881348
	Iteration 15Q: 3 clusters Score -3.146211e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 255391 members 
Entering Unmasked Estep 
Score: -31462208.000000 Penalty: 6176.881348
	Iteration 16Q: 3 clusters Score -3.146221e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 255433 members 
Entering Unmasked Estep 
Score: -31462282.000000 Penalty: 6176.881348
	Iteration 17Q: 3 clusters Score -3.146228e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 255460 members 
Entering Unmasked Estep 
Score: -31462328.000000 Penalty: 6176.881348
	Iteration 18Q: 3 clusters Score -3.146233e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 255479 members 
Entering Unmasked Estep 
Score: -31462316.000000 Penalty: 6176.881348
	Iteration 19Q: 3 clusters Score -3.146232e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 255493 members 
Entering Unmasked Estep 
Score: -31462346.000000 Penalty: 6176.881348
	Iteration 20F: 3 clusters Score -3.146235e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 255500 members 
Entering Unmasked Estep 
Score: -31462362.000000 Penalty: 6176.881348
	Iteration 21Q: 3 clusters Score -3.146236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 255507 members 
Entering Unmasked Estep 
Score: -31462360.000000 Penalty: 6176.881348
	Iteration 22Q: 3 clusters Score -3.146236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 255515 members 
Entering Unmasked Estep 
Score: -31462358.000000 Penalty: 6176.881348
	Iteration 23Q: 3 clusters Score -3.146236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 255528 members 
Entering Unmasked Estep 
Score: -31462400.000000 Penalty: 6176.881348
	Iteration 24Q: 3 clusters Score -3.14624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 255538 members 
Entering Unmasked Estep 
Score: -31462396.000000 Penalty: 6176.881348
	Iteration 25Q: 3 clusters Score -3.14624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 255545 members 
Entering Unmasked Estep 
Score: -31462418.000000 Penalty: 6176.881348
	Iteration 26Q: 3 clusters Score -3.146242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 255551 members 
Entering Unmasked Estep 
Score: -31462420.000000 Penalty: 6176.881348
	Iteration 27Q: 3 clusters Score -3.146242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 255558 members 
Entering Unmasked Estep 
Score: -31462430.000000 Penalty: 6176.881348
	Iteration 28Q: 3 clusters Score -3.146243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 255559 members 
Entering Unmasked Estep 
Score: -31462446.000000 Penalty: 6176.881348
	Iteration 29Q: 3 clusters Score -3.146245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 255561 members 
Entering Unmasked Estep 
Score: -31462442.000000 Penalty: 6176.881348
	Iteration 30Q: 3 clusters Score -3.146244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 255562 members 
Entering Unmasked Estep 
Score: -31462436.000000 Penalty: 6176.881348
	Iteration 31Q: 3 clusters Score -3.146244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 255562 members 
Entering Unmasked Estep 
Score: -31462436.000000 Penalty: 6176.881348
	Iteration 32F: 3 clusters Score -3.146244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -190591.750000 Penalty: 1831.844727
	Iteration 0F: 2 clusters Score -190591.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -188276.921875 Penalty: 3663.689453
	Iteration 0F: 3 clusters Score -188276.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -188750.734375 Penalty: 3663.689453
	Iteration 1F: 3 clusters Score -188750.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -188951.093750 Penalty: 3663.689453
	Iteration 2F: 3 clusters Score -188951.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -189206.968750 Penalty: 3663.689453
	Iteration 3F: 3 clusters Score -189207 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -189557.140625 Penalty: 3663.689453
	Iteration 4F: 3 clusters Score -189557.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -189915.796875 Penalty: 3663.689453
	Iteration 5F: 3 clusters Score -189915.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -190125.734375 Penalty: 3663.689453
	Iteration 6F: 3 clusters Score -190125.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -190256.968750 Penalty: 3663.689453
	Iteration 7Q: 3 clusters Score -190257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -190329.343750 Penalty: 3663.689453
	Iteration 8Q: 3 clusters Score -190329.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -190364.703125 Penalty: 3663.689453
	Iteration 9Q: 3 clusters Score -190364.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -190386.187500 Penalty: 3663.689453
	Iteration 10Q: 3 clusters Score -190386.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -190398.343750 Penalty: 3663.689453
	Iteration 11Q: 3 clusters Score -190398.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -190401.281250 Penalty: 3663.689453
	Iteration 12Q: 3 clusters Score -190401.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -190403.781250 Penalty: 3663.689453
	Iteration 13Q: 3 clusters Score -190403.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -190406.796875 Penalty: 3663.689453
	Iteration 14Q: 3 clusters Score -190406.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -190412.125000 Penalty: 3663.689453
	Iteration 15Q: 3 clusters Score -190412.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -190420.125000 Penalty: 3663.689453
	Iteration 16Q: 3 clusters Score -190420.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -190433.562500 Penalty: 3663.689453
	Iteration 17Q: 3 clusters Score -190433.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -190441.578125 Penalty: 3663.689453
	Iteration 18Q: 3 clusters Score -190441.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -190445.531250 Penalty: 3663.689453
	Iteration 19Q: 3 clusters Score -190445.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -190450.140625 Penalty: 3663.689453
	Iteration 20F: 3 clusters Score -190450.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -190453.234375 Penalty: 3663.689453
	Iteration 21Q: 3 clusters Score -190453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -190453.890625 Penalty: 3663.689453
	Iteration 22Q: 3 clusters Score -190453.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -190453.890625 Penalty: 3663.689453
	Iteration 23F: 3 clusters Score -190453.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Entering Unmasked Estep 
Score: -2849519.000000 Penalty: 2500.701416
	Iteration 0F: 2 clusters Score -2849519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2833021.000000 Penalty: 5001.402832
	Iteration 0F: 3 clusters Score -2833021 nChanged 10615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2838690.500000 Penalty: 5001.402832
	Iteration 1F: 3 clusters Score -2838690 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2839176.000000 Penalty: 5001.402832
	Iteration 2F: 3 clusters Score -2839176 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2839650.250000 Penalty: 5001.402832
	Iteration 3Q: 3 clusters Score -2839650 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -2840081.000000 Penalty: 5001.402832
	Iteration 4Q: 3 clusters Score -2840081 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -2840640.750000 Penalty: 5001.402832
	Iteration 5Q: 3 clusters Score -2840641 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2841395.250000 Penalty: 5001.402832
	Iteration 6Q: 3 clusters Score -2841395 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2842284.750000 Penalty: 5001.402832
	Iteration 7F: 3 clusters Score -2842285 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2843285.000000 Penalty: 5001.402832
	Iteration 8F: 3 clusters Score -2843285 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2844268.750000 Penalty: 5001.402832
	Iteration 9F: 3 clusters Score -2844269 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2845185.000000 Penalty: 5001.402832
	Iteration 10Q: 3 clusters Score -2845185 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2845845.000000 Penalty: 5001.402832
	Iteration 11Q: 3 clusters Score -2845845 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2846312.750000 Penalty: 5001.402832
	Iteration 12Q: 3 clusters Score -2846313 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -2846637.750000 Penalty: 5001.402832
	Iteration 13Q: 3 clusters Score -2846638 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2846844.000000 Penalty: 5001.402832
	Iteration 14Q: 3 clusters Score -2846844 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2846985.500000 Penalty: 5001.402832
	Iteration 15Q: 3 clusters Score -2846986 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2847100.250000 Penalty: 5001.402832
	Iteration 16Q: 3 clusters Score -2847100 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2847189.000000 Penalty: 5001.402832
	Iteration 17Q: 3 clusters Score -2847189 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2847267.750000 Penalty: 5001.402832
	Iteration 18Q: 3 clusters Score -2847268 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2847340.250000 Penalty: 5001.402832
	Iteration 19Q: 3 clusters Score -2847340 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2847407.750000 Penalty: 5001.402832
	Iteration 20F: 3 clusters Score -2847408 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2847452.000000 Penalty: 5001.402832
	Iteration 21Q: 3 clusters Score -2847452 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2847473.500000 Penalty: 5001.402832
	Iteration 22Q: 3 clusters Score -2847474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2847484.250000 Penalty: 5001.402832
	Iteration 23Q: 3 clusters Score -2847484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2847503.250000 Penalty: 5001.402832
	Iteration 24Q: 3 clusters Score -2847503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2847515.750000 Penalty: 5001.402832
	Iteration 25Q: 3 clusters Score -2847516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2847527.000000 Penalty: 5001.402832
	Iteration 26Q: 3 clusters Score -2847527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2847537.000000 Penalty: 5001.402832
	Iteration 27Q: 3 clusters Score -2847537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2847542.750000 Penalty: 5001.402832
	Iteration 28Q: 3 clusters Score -2847543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2847553.750000 Penalty: 5001.402832
	Iteration 29Q: 3 clusters Score -2847554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2847559.250000 Penalty: 5001.402832
	Iteration 30Q: 3 clusters Score -2847559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2847565.250000 Penalty: 5001.402832
	Iteration 31Q: 3 clusters Score -2847565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2847566.250000 Penalty: 5001.402832
	Iteration 32Q: 3 clusters Score -2847566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2847572.750000 Penalty: 5001.402832
	Iteration 33Q: 3 clusters Score -2847573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2847575.750000 Penalty: 5001.402832
	Iteration 34Q: 3 clusters Score -2847576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2847575.750000 Penalty: 5001.402832
	Iteration 35Q: 3 clusters Score -2847576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2847581.750000 Penalty: 5001.402832
	Iteration 36Q: 3 clusters Score -2847582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2847581.500000 Penalty: 5001.402832
	Iteration 37Q: 3 clusters Score -2847582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2847580.750000 Penalty: 5001.402832
	Iteration 38Q: 3 clusters Score -2847581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2847577.750000 Penalty: 5001.402832
	Iteration 39Q: 3 clusters Score -2847578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2847582.500000 Penalty: 5001.402832
	Iteration 40F: 3 clusters Score -2847582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2847583.500000 Penalty: 5001.402832
	Iteration 41Q: 3 clusters Score -2847584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2847583.000000 Penalty: 5001.402832
	Iteration 42Q: 3 clusters Score -2847583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2847583.000000 Penalty: 5001.402832
	Iteration 43F: 3 clusters Score -2847583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Entering Unmasked Estep 
Score: -69042.742188 Penalty: 1611.200195
	Iteration 0F: 2 clusters Score -69042.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67400.617188 Penalty: 3222.400391
	Iteration 0F: 3 clusters Score -67400.62 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -67803.492188 Penalty: 3222.400391
	Iteration 1F: 3 clusters Score -67803.49 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -68040.257812 Penalty: 3222.400391
	Iteration 2F: 3 clusters Score -68040.26 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68255.851562 Penalty: 3222.400391
	Iteration 3F: 3 clusters Score -68255.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -68390.289062 Penalty: 3222.400391
	Iteration 4F: 3 clusters Score -68390.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -68493.343750 Penalty: 3222.400391
	Iteration 5Q: 3 clusters Score -68493.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -68539.484375 Penalty: 3222.400391
	Iteration 6Q: 3 clusters Score -68539.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68557.742188 Penalty: 3222.400391
	Iteration 7Q: 3 clusters Score -68557.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68568.828125 Penalty: 3222.400391
	Iteration 8Q: 3 clusters Score -68568.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -68579.835938 Penalty: 3222.400391
	Iteration 9Q: 3 clusters Score -68579.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -68598.460938 Penalty: 3222.400391
	Iteration 10Q: 3 clusters Score -68598.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -68622.960938 Penalty: 3222.400391
	Iteration 11Q: 3 clusters Score -68622.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -68639.593750 Penalty: 3222.400391
	Iteration 12Q: 3 clusters Score -68639.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -68645.164062 Penalty: 3222.400391
	Iteration 13Q: 3 clusters Score -68645.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -68652.031250 Penalty: 3222.400391
	Iteration 14Q: 3 clusters Score -68652.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -68654.742188 Penalty: 3222.400391
	Iteration 15Q: 3 clusters Score -68654.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -68662.203125 Penalty: 3222.400391
	Iteration 16Q: 3 clusters Score -68662.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -68666.367188 Penalty: 3222.400391
	Iteration 17Q: 3 clusters Score -68666.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -68680.117188 Penalty: 3222.400391
	Iteration 18Q: 3 clusters Score -68680.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -68692.898438 Penalty: 3222.400391
	Iteration 19Q: 3 clusters Score -68692.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -68703.679688 Penalty: 3222.400391
	Iteration 20F: 3 clusters Score -68703.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -68719.992188 Penalty: 3222.400391
	Iteration 21Q: 3 clusters Score -68719.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -68734.187500 Penalty: 3222.400391
	Iteration 22Q: 3 clusters Score -68734.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -68766.484375 Penalty: 3222.400391
	Iteration 23Q: 3 clusters Score -68766.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -68784.367188 Penalty: 3222.400391
	Iteration 24Q: 3 clusters Score -68784.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68796.648438 Penalty: 3222.400391
	Iteration 25Q: 3 clusters Score -68796.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68797.757812 Penalty: 3222.400391
	Iteration 26Q: 3 clusters Score -68797.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68797.757812 Penalty: 3222.400391
	Iteration 27F: 3 clusters Score -68797.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Entering Unmasked Estep 
Score: -2012623.875000 Penalty: 2419.538818
	Iteration 0F: 2 clusters Score -2012624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -2000298.750000 Penalty: 4839.077637
	Iteration 0F: 3 clusters Score -2000299 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2004627.250000 Penalty: 4839.077637
	Iteration 1F: 3 clusters Score -2004627 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2005305.000000 Penalty: 4839.077637
	Iteration 2F: 3 clusters Score -2005305 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2005937.375000 Penalty: 4839.077637
	Iteration 3F: 3 clusters Score -2005937 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2006576.875000 Penalty: 4839.077637
	Iteration 4F: 3 clusters Score -2006577 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2007294.125000 Penalty: 4839.077637
	Iteration 5F: 3 clusters Score -2007294 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2008010.000000 Penalty: 4839.077637
	Iteration 6F: 3 clusters Score -2008010 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2008674.625000 Penalty: 4839.077637
	Iteration 7F: 3 clusters Score -2008675 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2009219.375000 Penalty: 4839.077637
	Iteration 8Q: 3 clusters Score -2009219 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2009647.375000 Penalty: 4839.077637
	Iteration 9Q: 3 clusters Score -2009647 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2009945.875000 Penalty: 4839.077637
	Iteration 10Q: 3 clusters Score -2009946 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2010160.375000 Penalty: 4839.077637
	Iteration 11Q: 3 clusters Score -2010160 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2010290.250000 Penalty: 4839.077637
	Iteration 12Q: 3 clusters Score -2010290 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2010389.250000 Penalty: 4839.077637
	Iteration 13Q: 3 clusters Score -2010389 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2010469.250000 Penalty: 4839.077637
	Iteration 14Q: 3 clusters Score -2010469 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2010516.750000 Penalty: 4839.077637
	Iteration 15Q: 3 clusters Score -2010517 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2010562.000000 Penalty: 4839.077637
	Iteration 16Q: 3 clusters Score -2010562 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2010593.000000 Penalty: 4839.077637
	Iteration 17Q: 3 clusters Score -2010593 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2010621.500000 Penalty: 4839.077637
	Iteration 18Q: 3 clusters Score -2010622 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2010657.625000 Penalty: 4839.077637
	Iteration 19Q: 3 clusters Score -2010658 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2010690.375000 Penalty: 4839.077637
	Iteration 20F: 3 clusters Score -2010690 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2010714.000000 Penalty: 4839.077637
	Iteration 21Q: 3 clusters Score -2010714 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2010750.750000 Penalty: 4839.077637
	Iteration 22Q: 3 clusters Score -2010751 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2010791.000000 Penalty: 4839.077637
	Iteration 23Q: 3 clusters Score -2010791 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2010835.125000 Penalty: 4839.077637
	Iteration 24Q: 3 clusters Score -2010835 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2010903.250000 Penalty: 4839.077637
	Iteration 25Q: 3 clusters Score -2010903 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2011030.750000 Penalty: 4839.077637
	Iteration 26Q: 3 clusters Score -2011031 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2011203.000000 Penalty: 4839.077637
	Iteration 27Q: 3 clusters Score -2011203 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2011425.625000 Penalty: 4839.077637
	Iteration 28Q: 3 clusters Score -2011426 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2011675.750000 Penalty: 4839.077637
	Iteration 29Q: 3 clusters Score -2011676 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2011846.625000 Penalty: 4839.077637
	Iteration 30Q: 3 clusters Score -2011847 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2011927.375000 Penalty: 4839.077637
	Iteration 31Q: 3 clusters Score -2011927 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2011969.750000 Penalty: 4839.077637
	Iteration 32Q: 3 clusters Score -2011970 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2012004.000000 Penalty: 4839.077637
	Iteration 33Q: 3 clusters Score -2012004 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2012021.000000 Penalty: 4839.077637
	Iteration 34Q: 3 clusters Score -2012021 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2012040.625000 Penalty: 4839.077637
	Iteration 35Q: 3 clusters Score -2012041 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -2012058.375000 Penalty: 4839.077637
	Iteration 36Q: 3 clusters Score -2012058 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2012074.750000 Penalty: 4839.077637
	Iteration 37Q: 3 clusters Score -2012075 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2012084.625000 Penalty: 4839.077637
	Iteration 38Q: 3 clusters Score -2012085 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2012087.625000 Penalty: 4839.077637
	Iteration 39Q: 3 clusters Score -2012088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2012097.875000 Penalty: 4839.077637
	Iteration 40F: 3 clusters Score -2012098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2012099.875000 Penalty: 4839.077637
	Iteration 41Q: 3 clusters Score -2012100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2012105.125000 Penalty: 4839.077637
	Iteration 42Q: 3 clusters Score -2012105 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2012120.625000 Penalty: 4839.077637
	Iteration 43Q: 3 clusters Score -2012121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2012122.625000 Penalty: 4839.077637
	Iteration 44Q: 3 clusters Score -2012123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2012125.250000 Penalty: 4839.077637
	Iteration 45Q: 3 clusters Score -2012125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2012130.375000 Penalty: 4839.077637
	Iteration 46Q: 3 clusters Score -2012130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2012140.500000 Penalty: 4839.077637
	Iteration 47Q: 3 clusters Score -2012140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2012147.625000 Penalty: 4839.077637
	Iteration 48Q: 3 clusters Score -2012148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2012154.250000 Penalty: 4839.077637
	Iteration 49Q: 3 clusters Score -2012154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -2012164.125000 Penalty: 4839.077637
	Iteration 50Q: 3 clusters Score -2012164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2012162.625000 Penalty: 4839.077637
	Iteration 51Q: 3 clusters Score -2012163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2012163.125000 Penalty: 4839.077637
	Iteration 52Q: 3 clusters Score -2012163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2012164.250000 Penalty: 4839.077637
	Iteration 53Q: 3 clusters Score -2012164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2012166.000000 Penalty: 4839.077637
	Iteration 54Q: 3 clusters Score -2012166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2012165.875000 Penalty: 4839.077637
	Iteration 55Q: 3 clusters Score -2012166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2012163.375000 Penalty: 4839.077637
	Iteration 56Q: 3 clusters Score -2012163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2012161.500000 Penalty: 4839.077637
	Iteration 57Q: 3 clusters Score -2012162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -2012161.500000 Penalty: 4839.077637
	Iteration 58F: 3 clusters Score -2012162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Entering Unmasked Estep 
Score: -532392.625000 Penalty: 2087.891846
	Iteration 0F: 2 clusters Score -532392.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -528163.375000 Penalty: 4175.783691
	Iteration 0F: 3 clusters Score -528163.4 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -529176.875000 Penalty: 4175.783691
	Iteration 1F: 3 clusters Score -529176.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -529453.062500 Penalty: 4175.783691
	Iteration 2F: 3 clusters Score -529453.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -529708.437500 Penalty: 4175.783691
	Iteration 3F: 3 clusters Score -529708.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -529950.437500 Penalty: 4175.783691
	Iteration 4F: 3 clusters Score -529950.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -530226.187500 Penalty: 4175.783691
	Iteration 5F: 3 clusters Score -530226.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -530487.000000 Penalty: 4175.783691
	Iteration 6F: 3 clusters Score -530487 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -530645.687500 Penalty: 4175.783691
	Iteration 7Q: 3 clusters Score -530645.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -530770.062500 Penalty: 4175.783691
	Iteration 8Q: 3 clusters Score -530770.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -530845.375000 Penalty: 4175.783691
	Iteration 9Q: 3 clusters Score -530845.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -530896.437500 Penalty: 4175.783691
	Iteration 10Q: 3 clusters Score -530896.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -530928.625000 Penalty: 4175.783691
	Iteration 11Q: 3 clusters Score -530928.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -530952.750000 Penalty: 4175.783691
	Iteration 12Q: 3 clusters Score -530952.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -530966.937500 Penalty: 4175.783691
	Iteration 13Q: 3 clusters Score -530966.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -530984.125000 Penalty: 4175.783691
	Iteration 14Q: 3 clusters Score -530984.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -530994.937500 Penalty: 4175.783691
	Iteration 15Q: 3 clusters Score -530994.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -531003.375000 Penalty: 4175.783691
	Iteration 16Q: 3 clusters Score -531003.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -531009.250000 Penalty: 4175.783691
	Iteration 17Q: 3 clusters Score -531009.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -531012.812500 Penalty: 4175.783691
	Iteration 18Q: 3 clusters Score -531012.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -531015.062500 Penalty: 4175.783691
	Iteration 19Q: 3 clusters Score -531015.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -531018.000000 Penalty: 4175.783691
	Iteration 20F: 3 clusters Score -531018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -531018.812500 Penalty: 4175.783691
	Iteration 21Q: 3 clusters Score -531018.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -531019.312500 Penalty: 4175.783691
	Iteration 22Q: 3 clusters Score -531019.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -531021.562500 Penalty: 4175.783691
	Iteration 23Q: 3 clusters Score -531021.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -531022.437500 Penalty: 4175.783691
	Iteration 24Q: 3 clusters Score -531022.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -531022.625000 Penalty: 4175.783691
	Iteration 25Q: 3 clusters Score -531022.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -531022.625000 Penalty: 4175.783691
	Iteration 26F: 3 clusters Score -531022.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Entering Unmasked Estep 
Score: -1375999.000000 Penalty: 2332.889404
	Iteration 0F: 2 clusters Score -1375999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1366855.375000 Penalty: 4665.778809
	Iteration 0F: 3 clusters Score -1366855 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1369695.250000 Penalty: 4665.778809
	Iteration 1F: 3 clusters Score -1369695 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1370041.125000 Penalty: 4665.778809
	Iteration 2F: 3 clusters Score -1370041 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1370364.375000 Penalty: 4665.778809
	Iteration 3F: 3 clusters Score -1370364 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1370652.875000 Penalty: 4665.778809
	Iteration 4Q: 3 clusters Score -1370653 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1370967.125000 Penalty: 4665.778809
	Iteration 5Q: 3 clusters Score -1370967 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1371227.625000 Penalty: 4665.778809
	Iteration 6Q: 3 clusters Score -1371228 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1371455.875000 Penalty: 4665.778809
	Iteration 7Q: 3 clusters Score -1371456 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1371665.875000 Penalty: 4665.778809
	Iteration 8Q: 3 clusters Score -1371666 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1371859.250000 Penalty: 4665.778809
	Iteration 9Q: 3 clusters Score -1371859 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1372041.625000 Penalty: 4665.778809
	Iteration 10Q: 3 clusters Score -1372042 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1372203.875000 Penalty: 4665.778809
	Iteration 11Q: 3 clusters Score -1372204 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1372368.750000 Penalty: 4665.778809
	Iteration 12Q: 3 clusters Score -1372369 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1372506.750000 Penalty: 4665.778809
	Iteration 13Q: 3 clusters Score -1372507 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1372629.875000 Penalty: 4665.778809
	Iteration 14Q: 3 clusters Score -1372630 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1372738.875000 Penalty: 4665.778809
	Iteration 15Q: 3 clusters Score -1372739 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1372826.875000 Penalty: 4665.778809
	Iteration 16Q: 3 clusters Score -1372827 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1372907.500000 Penalty: 4665.778809
	Iteration 17Q: 3 clusters Score -1372908 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1372971.625000 Penalty: 4665.778809
	Iteration 18Q: 3 clusters Score -1372972 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1373032.125000 Penalty: 4665.778809
	Iteration 19Q: 3 clusters Score -1373032 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1373106.375000 Penalty: 4665.778809
	Iteration 20F: 3 clusters Score -1373106 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1373164.625000 Penalty: 4665.778809
	Iteration 21Q: 3 clusters Score -1373165 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1373222.000000 Penalty: 4665.778809
	Iteration 22Q: 3 clusters Score -1373222 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1373276.375000 Penalty: 4665.778809
	Iteration 23Q: 3 clusters Score -1373276 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1373339.750000 Penalty: 4665.778809
	Iteration 24Q: 3 clusters Score -1373340 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1373426.000000 Penalty: 4665.778809
	Iteration 25Q: 3 clusters Score -1373426 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1373529.500000 Penalty: 4665.778809
	Iteration 26Q: 3 clusters Score -1373530 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1373624.000000 Penalty: 4665.778809
	Iteration 27Q: 3 clusters Score -1373624 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1373694.000000 Penalty: 4665.778809
	Iteration 28Q: 3 clusters Score -1373694 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1373744.500000 Penalty: 4665.778809
	Iteration 29Q: 3 clusters Score -1373744 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1373787.000000 Penalty: 4665.778809
	Iteration 30Q: 3 clusters Score -1373787 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1373823.250000 Penalty: 4665.778809
	Iteration 31Q: 3 clusters Score -1373823 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1373848.250000 Penalty: 4665.778809
	Iteration 32Q: 3 clusters Score -1373848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1373868.125000 Penalty: 4665.778809
	Iteration 33Q: 3 clusters Score -1373868 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1373879.625000 Penalty: 4665.778809
	Iteration 34Q: 3 clusters Score -1373880 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1373888.875000 Penalty: 4665.778809
	Iteration 35Q: 3 clusters Score -1373889 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1373895.625000 Penalty: 4665.778809
	Iteration 36Q: 3 clusters Score -1373896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1373901.000000 Penalty: 4665.778809
	Iteration 37Q: 3 clusters Score -1373901 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1373907.250000 Penalty: 4665.778809
	Iteration 38Q: 3 clusters Score -1373907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1373917.250000 Penalty: 4665.778809
	Iteration 39Q: 3 clusters Score -1373917 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1373924.500000 Penalty: 4665.778809
	Iteration 40F: 3 clusters Score -1373924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1373927.125000 Penalty: 4665.778809
	Iteration 41Q: 3 clusters Score -1373927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1373929.250000 Penalty: 4665.778809
	Iteration 42Q: 3 clusters Score -1373929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1373931.875000 Penalty: 4665.778809
	Iteration 43Q: 3 clusters Score -1373932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1373935.500000 Penalty: 4665.778809
	Iteration 44Q: 3 clusters Score -1373936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1373936.250000 Penalty: 4665.778809
	Iteration 45Q: 3 clusters Score -1373936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1373937.875000 Penalty: 4665.778809
	Iteration 46Q: 3 clusters Score -1373938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1373937.125000 Penalty: 4665.778809
	Iteration 47Q: 3 clusters Score -1373937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1373936.125000 Penalty: 4665.778809
	Iteration 48Q: 3 clusters Score -1373936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1373936.125000 Penalty: 4665.778809
	Iteration 49F: 3 clusters Score -1373936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -17952.615234 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -17952.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -16864.042969 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -16864.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -16957.601562 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -16957.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -16979.082031 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -16979.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -16997.193359 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -16997.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -16997.193359 Penalty: 2625.479248
	Iteration 4F: 3 clusters Score -16997.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (59691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Entering Unmasked Estep 
Score: -7353045.000000 Penalty: 2727.240234
	Iteration 0F: 2 clusters Score -7353045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -7312824.500000 Penalty: 5454.480469
	Iteration 0F: 3 clusters Score -7312824 nChanged 27765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -7328385.500000 Penalty: 5454.480469
	Iteration 1F: 3 clusters Score -7328386 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -7329110.500000 Penalty: 5454.480469
	Iteration 2Q: 3 clusters Score -7329110 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -7329983.000000 Penalty: 5454.480469
	Iteration 3Q: 3 clusters Score -7329983 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -7331080.000000 Penalty: 5454.480469
	Iteration 4Q: 3 clusters Score -7331080 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -7332540.500000 Penalty: 5454.480469
	Iteration 5Q: 3 clusters Score -7332540 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -7334338.500000 Penalty: 5454.480469
	Iteration 6F: 3 clusters Score -7334338 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -7336615.000000 Penalty: 5454.480469
	Iteration 7F: 3 clusters Score -7336615 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -7339166.500000 Penalty: 5454.480469
	Iteration 8F: 3 clusters Score -7339166 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -7341704.000000 Penalty: 5454.480469
	Iteration 9F: 3 clusters Score -7341704 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -7343992.500000 Penalty: 5454.480469
	Iteration 10F: 3 clusters Score -7343992 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -7345671.000000 Penalty: 5454.480469
	Iteration 11Q: 3 clusters Score -7345671 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -7346759.000000 Penalty: 5454.480469
	Iteration 12Q: 3 clusters Score -7346759 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -7347500.500000 Penalty: 5454.480469
	Iteration 13Q: 3 clusters Score -7347500 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -7347953.000000 Penalty: 5454.480469
	Iteration 14Q: 3 clusters Score -7347953 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -7348276.500000 Penalty: 5454.480469
	Iteration 15Q: 3 clusters Score -7348276 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -7348539.500000 Penalty: 5454.480469
	Iteration 16Q: 3 clusters Score -7348540 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -7348809.500000 Penalty: 5454.480469
	Iteration 17Q: 3 clusters Score -7348810 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -7349056.000000 Penalty: 5454.480469
	Iteration 18Q: 3 clusters Score -7349056 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -7349261.000000 Penalty: 5454.480469
	Iteration 19Q: 3 clusters Score -7349261 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -7349411.000000 Penalty: 5454.480469
	Iteration 20F: 3 clusters Score -7349411 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -7349521.000000 Penalty: 5454.480469
	Iteration 21Q: 3 clusters Score -7349521 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -7349638.500000 Penalty: 5454.480469
	Iteration 22Q: 3 clusters Score -7349638 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -7349729.500000 Penalty: 5454.480469
	Iteration 23Q: 3 clusters Score -7349730 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -7349813.500000 Penalty: 5454.480469
	Iteration 24Q: 3 clusters Score -7349814 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -7349876.500000 Penalty: 5454.480469
	Iteration 25Q: 3 clusters Score -7349876 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -7349942.000000 Penalty: 5454.480469
	Iteration 26Q: 3 clusters Score -7349942 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -7349999.500000 Penalty: 5454.480469
	Iteration 27Q: 3 clusters Score -7350000 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -7350052.500000 Penalty: 5454.480469
	Iteration 28Q: 3 clusters Score -7350052 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 47929 members 
Entering Unmasked Estep 
Score: -7350101.500000 Penalty: 5454.480469
	Iteration 29Q: 3 clusters Score -7350102 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -7350131.000000 Penalty: 5454.480469
	Iteration 30Q: 3 clusters Score -7350131 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -7350153.000000 Penalty: 5454.480469
	Iteration 31Q: 3 clusters Score -7350153 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -7350190.500000 Penalty: 5454.480469
	Iteration 32Q: 3 clusters Score -7350190 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -7350214.500000 Penalty: 5454.480469
	Iteration 33Q: 3 clusters Score -7350214 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -7350223.500000 Penalty: 5454.480469
	Iteration 34Q: 3 clusters Score -7350224 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -7350268.000000 Penalty: 5454.480469
	Iteration 35Q: 3 clusters Score -7350268 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -7350277.500000 Penalty: 5454.480469
	Iteration 36Q: 3 clusters Score -7350278 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -7350282.000000 Penalty: 5454.480469
	Iteration 37Q: 3 clusters Score -7350282 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -7350297.000000 Penalty: 5454.480469
	Iteration 38Q: 3 clusters Score -7350297 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -7350315.500000 Penalty: 5454.480469
	Iteration 39Q: 3 clusters Score -7350316 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -7350333.500000 Penalty: 5454.480469
	Iteration 40F: 3 clusters Score -7350334 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -7350362.000000 Penalty: 5454.480469
	Iteration 41Q: 3 clusters Score -7350362 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -7350390.000000 Penalty: 5454.480469
	Iteration 42Q: 3 clusters Score -7350390 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -7350418.000000 Penalty: 5454.480469
	Iteration 43Q: 3 clusters Score -7350418 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -7350434.500000 Penalty: 5454.480469
	Iteration 44Q: 3 clusters Score -7350434 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -7350467.500000 Penalty: 5454.480469
	Iteration 45Q: 3 clusters Score -7350468 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -7350495.500000 Penalty: 5454.480469
	Iteration 46Q: 3 clusters Score -7350496 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -7350486.000000 Penalty: 5454.480469
	Iteration 47Q: 3 clusters Score -7350486 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -7350506.500000 Penalty: 5454.480469
	Iteration 48Q: 3 clusters Score -7350506 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -7350519.500000 Penalty: 5454.480469
	Iteration 49Q: 3 clusters Score -7350520 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -7350520.000000 Penalty: 5454.480469
	Iteration 50Q: 3 clusters Score -7350520 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -7350532.000000 Penalty: 5454.480469
	Iteration 51Q: 3 clusters Score -7350532 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -7350539.500000 Penalty: 5454.480469
	Iteration 52Q: 3 clusters Score -7350540 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -7350540.000000 Penalty: 5454.480469
	Iteration 53Q: 3 clusters Score -7350540 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -7350559.000000 Penalty: 5454.480469
	Iteration 54Q: 3 clusters Score -7350559 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -7350568.000000 Penalty: 5454.480469
	Iteration 55Q: 3 clusters Score -7350568 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -7350597.500000 Penalty: 5454.480469
	Iteration 56Q: 3 clusters Score -7350598 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -7350603.500000 Penalty: 5454.480469
	Iteration 57Q: 3 clusters Score -7350604 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -7350610.000000 Penalty: 5454.480469
	Iteration 58Q: 3 clusters Score -7350610 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -7350627.000000 Penalty: 5454.480469
	Iteration 59Q: 3 clusters Score -7350627 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -7350614.500000 Penalty: 5454.480469
	Iteration 60F: 3 clusters Score -7350614 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 52101 members 
Entering Unmasked Estep 
Score: -7350624.000000 Penalty: 5454.480469
	Iteration 61Q: 3 clusters Score -7350624 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -7350619.500000 Penalty: 5454.480469
	Iteration 62Q: 3 clusters Score -7350620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -7350617.000000 Penalty: 5454.480469
	Iteration 63Q: 3 clusters Score -7350617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -7350614.000000 Penalty: 5454.480469
	Iteration 64Q: 3 clusters Score -7350614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -7350610.500000 Penalty: 5454.480469
	Iteration 65Q: 3 clusters Score -7350610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -7350613.000000 Penalty: 5454.480469
	Iteration 66Q: 3 clusters Score -7350613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 52252 members 
Entering Unmasked Estep 
Score: -7350611.000000 Penalty: 5454.480469
	Iteration 67Q: 3 clusters Score -7350611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 52264 members 
Entering Unmasked Estep 
Score: -7350611.500000 Penalty: 5454.480469
	Iteration 68Q: 3 clusters Score -7350612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -7350624.000000 Penalty: 5454.480469
	Iteration 69Q: 3 clusters Score -7350624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -7350625.500000 Penalty: 5454.480469
	Iteration 70Q: 3 clusters Score -7350626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 52312 members 
Entering Unmasked Estep 
Score: -7350617.500000 Penalty: 5454.480469
	Iteration 71Q: 3 clusters Score -7350618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -7350623.000000 Penalty: 5454.480469
	Iteration 72Q: 3 clusters Score -7350623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -7350627.000000 Penalty: 5454.480469
	Iteration 73Q: 3 clusters Score -7350627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 52355 members 
Entering Unmasked Estep 
Score: -7350634.500000 Penalty: 5454.480469
	Iteration 74Q: 3 clusters Score -7350634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 52368 members 
Entering Unmasked Estep 
Score: -7350624.500000 Penalty: 5454.480469
	Iteration 75Q: 3 clusters Score -7350624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -7350629.500000 Penalty: 5454.480469
	Iteration 76Q: 3 clusters Score -7350630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 52394 members 
Entering Unmasked Estep 
Score: -7350626.000000 Penalty: 5454.480469
	Iteration 77Q: 3 clusters Score -7350626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -7350632.000000 Penalty: 5454.480469
	Iteration 78Q: 3 clusters Score -7350632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -7350630.000000 Penalty: 5454.480469
	Iteration 79Q: 3 clusters Score -7350630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 52420 members 
Entering Unmasked Estep 
Score: -7350637.500000 Penalty: 5454.480469
	Iteration 80F: 3 clusters Score -7350638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -7350635.500000 Penalty: 5454.480469
	Iteration 81Q: 3 clusters Score -7350636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 52438 members 
Entering Unmasked Estep 
Score: -7350628.000000 Penalty: 5454.480469
	Iteration 82Q: 3 clusters Score -7350628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 52450 members 
Entering Unmasked Estep 
Score: -7350635.500000 Penalty: 5454.480469
	Iteration 83Q: 3 clusters Score -7350636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -7350628.000000 Penalty: 5454.480469
	Iteration 84Q: 3 clusters Score -7350628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -7350638.500000 Penalty: 5454.480469
	Iteration 85Q: 3 clusters Score -7350638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 52486 members 
Entering Unmasked Estep 
Score: -7350639.000000 Penalty: 5454.480469
	Iteration 86Q: 3 clusters Score -7350639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -7350638.500000 Penalty: 5454.480469
	Iteration 87Q: 3 clusters Score -7350638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -7350648.500000 Penalty: 5454.480469
	Iteration 88Q: 3 clusters Score -7350648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -7350659.500000 Penalty: 5454.480469
	Iteration 89Q: 3 clusters Score -7350660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -7350660.000000 Penalty: 5454.480469
	Iteration 90Q: 3 clusters Score -7350660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -7350658.500000 Penalty: 5454.480469
	Iteration 91Q: 3 clusters Score -7350658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -7350661.000000 Penalty: 5454.480469
	Iteration 92Q: 3 clusters Score -7350661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 52616 members 
Entering Unmasked Estep 
Score: -7350670.000000 Penalty: 5454.480469
	Iteration 93Q: 3 clusters Score -7350670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -7350669.000000 Penalty: 5454.480469
	Iteration 94Q: 3 clusters Score -7350669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -7350670.000000 Penalty: 5454.480469
	Iteration 95Q: 3 clusters Score -7350670 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -7350679.000000 Penalty: 5454.480469
	Iteration 96Q: 3 clusters Score -7350679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -7350679.000000 Penalty: 5454.480469
	Iteration 97Q: 3 clusters Score -7350679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -7350677.000000 Penalty: 5454.480469
	Iteration 98Q: 3 clusters Score -7350677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -7350674.500000 Penalty: 5454.480469
	Iteration 99Q: 3 clusters Score -7350674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 52748 members 
Entering Unmasked Estep 
Score: -7350673.500000 Penalty: 5454.480469
	Iteration 100F: 3 clusters Score -7350674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -7350672.500000 Penalty: 5454.480469
	Iteration 101Q: 3 clusters Score -7350672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 52769 members 
Entering Unmasked Estep 
Score: -7350682.000000 Penalty: 5454.480469
	Iteration 102Q: 3 clusters Score -7350682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -7350679.500000 Penalty: 5454.480469
	Iteration 103Q: 3 clusters Score -7350680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -7350677.500000 Penalty: 5454.480469
	Iteration 104Q: 3 clusters Score -7350678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -7350682.500000 Penalty: 5454.480469
	Iteration 105Q: 3 clusters Score -7350682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -7350684.000000 Penalty: 5454.480469
	Iteration 106Q: 3 clusters Score -7350684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -7350678.500000 Penalty: 5454.480469
	Iteration 107Q: 3 clusters Score -7350678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -7350681.500000 Penalty: 5454.480469
	Iteration 108Q: 3 clusters Score -7350682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -7350681.000000 Penalty: 5454.480469
	Iteration 109Q: 3 clusters Score -7350681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -7350675.000000 Penalty: 5454.480469
	Iteration 110Q: 3 clusters Score -7350675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -7350681.500000 Penalty: 5454.480469
	Iteration 111Q: 3 clusters Score -7350682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 52945 members 
Entering Unmasked Estep 
Score: -7350681.000000 Penalty: 5454.480469
	Iteration 112Q: 3 clusters Score -7350681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -7350677.000000 Penalty: 5454.480469
	Iteration 113Q: 3 clusters Score -7350677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -7350679.500000 Penalty: 5454.480469
	Iteration 114Q: 3 clusters Score -7350680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -7350682.000000 Penalty: 5454.480469
	Iteration 115Q: 3 clusters Score -7350682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -7350679.500000 Penalty: 5454.480469
	Iteration 116Q: 3 clusters Score -7350680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -7350680.000000 Penalty: 5454.480469
	Iteration 117Q: 3 clusters Score -7350680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 53007 members 
Entering Unmasked Estep 
Score: -7350680.500000 Penalty: 5454.480469
	Iteration 118Q: 3 clusters Score -7350680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -7350680.500000 Penalty: 5454.480469
	Iteration 119Q: 3 clusters Score -7350680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -7350679.000000 Penalty: 5454.480469
	Iteration 120F: 3 clusters Score -7350679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -7350674.000000 Penalty: 5454.480469
	Iteration 121Q: 3 clusters Score -7350674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -7350671.000000 Penalty: 5454.480469
	Iteration 122Q: 3 clusters Score -7350671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 53032 members 
Entering Unmasked Estep 
Score: -7350676.000000 Penalty: 5454.480469
	Iteration 123Q: 3 clusters Score -7350676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7350677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
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	Iteration 125F: 3 clusters Score -7350677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (182079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 182079 members 
Entering Unmasked Estep 
Score: -22200022.000000 Penalty: 3003.824707
	Iteration 0F: 2 clusters Score -2.220002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90968 members 
Mstep: Class 2 contains 91111 members 
Entering Unmasked Estep 
Score: -22079520.000000 Penalty: 6007.649414
	Iteration 0F: 3 clusters Score -2.207952e+07 nChanged 87206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88510 members 
Mstep: Class 2 contains 93569 members 
Entering Unmasked Estep 
Score: -22129998.000000 Penalty: 6007.649414
	Iteration 1F: 3 clusters Score -2.213e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87318 members 
Mstep: Class 2 contains 94761 members 
Entering Unmasked Estep 
Score: -22130776.000000 Penalty: 6007.649414
	Iteration 2Q: 3 clusters Score -2.213078e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85462 members 
Mstep: Class 2 contains 96617 members 
Entering Unmasked Estep 
Score: -22131818.000000 Penalty: 6007.649414
	Iteration 3Q: 3 clusters Score -2.213182e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82606 members 
Mstep: Class 2 contains 99473 members 
Entering Unmasked Estep 
Score: -22133090.000000 Penalty: 6007.649414
	Iteration 4Q: 3 clusters Score -2.213309e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78306 members 
Mstep: Class 2 contains 103773 members 
Entering Unmasked Estep 
Score: -22135232.000000 Penalty: 6007.649414
	Iteration 5Q: 3 clusters Score -2.213523e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72015 members 
Mstep: Class 2 contains 110064 members 
Entering Unmasked Estep 
Score: -22138474.000000 Penalty: 6007.649414
	Iteration 6Q: 3 clusters Score -2.213847e+07 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63163 members 
Mstep: Class 2 contains 118916 members 
Entering Unmasked Estep 
Score: -22143910.000000 Penalty: 6007.649414
	Iteration 7F: 3 clusters Score -2.214391e+07 nChanged 12444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 130558 members 
Entering Unmasked Estep 
Score: -22152908.000000 Penalty: 6007.649414
	Iteration 8F: 3 clusters Score -2.215291e+07 nChanged 13595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 143659 members 
Entering Unmasked Estep 
Score: -22164436.000000 Penalty: 6007.649414
	Iteration 9F: 3 clusters Score -2.216444e+07 nChanged 12517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 155920 members 
Entering Unmasked Estep 
Score: -22175980.000000 Penalty: 6007.649414
	Iteration 10F: 3 clusters Score -2.217598e+07 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 165401 members 
Entering Unmasked Estep 
Score: -22184844.000000 Penalty: 6007.649414
	Iteration 11F: 3 clusters Score -2.218484e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 171429 members 
Entering Unmasked Estep 
Score: -22190194.000000 Penalty: 6007.649414
	Iteration 12Q: 3 clusters Score -2.219019e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 174967 members 
Entering Unmasked Estep 
Score: -22193186.000000 Penalty: 6007.649414
	Iteration 13Q: 3 clusters Score -2.219319e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 177100 members 
Entering Unmasked Estep 
Score: -22194988.000000 Penalty: 6007.649414
	Iteration 14Q: 3 clusters Score -2.219499e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 178327 members 
Entering Unmasked Estep 
Score: -22195886.000000 Penalty: 6007.649414
	Iteration 15Q: 3 clusters Score -2.219589e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 179095 members 
Entering Unmasked Estep 
Score: -22196352.000000 Penalty: 6007.649414
	Iteration 16Q: 3 clusters Score -2.219635e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 179627 members 
Entering Unmasked Estep 
Score: -22196770.000000 Penalty: 6007.649414
	Iteration 17Q: 3 clusters Score -2.219677e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 179995 members 
Entering Unmasked Estep 
Score: -22196972.000000 Penalty: 6007.649414
	Iteration 18Q: 3 clusters Score -2.219697e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 180253 members 
Entering Unmasked Estep 
Score: -22197092.000000 Penalty: 6007.649414
	Iteration 19Q: 3 clusters Score -2.219709e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 180435 members 
Entering Unmasked Estep 
Score: -22197200.000000 Penalty: 6007.649414
	Iteration 20F: 3 clusters Score -2.21972e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 180567 members 
Entering Unmasked Estep 
Score: -22197284.000000 Penalty: 6007.649414
	Iteration 21Q: 3 clusters Score -2.219728e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 180665 members 
Entering Unmasked Estep 
Score: -22197320.000000 Penalty: 6007.649414
	Iteration 22Q: 3 clusters Score -2.219732e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 180732 members 
Entering Unmasked Estep 
Score: -22197358.000000 Penalty: 6007.649414
	Iteration 23Q: 3 clusters Score -2.219736e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 180788 members 
Entering Unmasked Estep 
Score: -22197368.000000 Penalty: 6007.649414
	Iteration 24Q: 3 clusters Score -2.219737e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 180823 members 
Entering Unmasked Estep 
Score: -22197392.000000 Penalty: 6007.649414
	Iteration 25Q: 3 clusters Score -2.219739e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 180855 members 
Entering Unmasked Estep 
Score: -22197414.000000 Penalty: 6007.649414
	Iteration 26Q: 3 clusters Score -2.219741e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 180886 members 
Entering Unmasked Estep 
Score: -22197432.000000 Penalty: 6007.649414
	Iteration 27Q: 3 clusters Score -2.219743e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 180917 members 
Entering Unmasked Estep 
Score: -22197452.000000 Penalty: 6007.649414
	Iteration 28Q: 3 clusters Score -2.219745e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 180948 members 
Entering Unmasked Estep 
Score: -22197454.000000 Penalty: 6007.649414
	Iteration 29Q: 3 clusters Score -2.219745e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 180962 members 
Entering Unmasked Estep 
Score: -22197472.000000 Penalty: 6007.649414
	Iteration 30Q: 3 clusters Score -2.219747e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 180972 members 
Entering Unmasked Estep 
Score: -22197476.000000 Penalty: 6007.649414
	Iteration 31Q: 3 clusters Score -2.219748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 180980 members 
Entering Unmasked Estep 
Score: -22197476.000000 Penalty: 6007.649414
	Iteration 32Q: 3 clusters Score -2.219748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 180990 members 
Entering Unmasked Estep 
Score: -22197494.000000 Penalty: 6007.649414
	Iteration 33Q: 3 clusters Score -2.219749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 180994 members 
Entering Unmasked Estep 
Score: -22197512.000000 Penalty: 6007.649414
	Iteration 34Q: 3 clusters Score -2.219751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 181000 members 
Entering Unmasked Estep 
Score: -22197516.000000 Penalty: 6007.649414
	Iteration 35Q: 3 clusters Score -2.219752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 181000 members 
Entering Unmasked Estep 
Score: -22197508.000000 Penalty: 6007.649414
	Iteration 36Q: 3 clusters Score -2.219751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 181004 members 
Entering Unmasked Estep 
Score: -22197500.000000 Penalty: 6007.649414
	Iteration 37Q: 3 clusters Score -2.21975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 181007 members 
Entering Unmasked Estep 
Score: -22197500.000000 Penalty: 6007.649414
	Iteration 38Q: 3 clusters Score -2.21975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 181010 members 
Entering Unmasked Estep 
Score: -22197510.000000 Penalty: 6007.649414
	Iteration 39Q: 3 clusters Score -2.219751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 181018 members 
Entering Unmasked Estep 
Score: -22197540.000000 Penalty: 6007.649414
	Iteration 40F: 3 clusters Score -2.219754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 181025 members 
Entering Unmasked Estep 
Score: -22197532.000000 Penalty: 6007.649414
	Iteration 41Q: 3 clusters Score -2.219753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 181027 members 
Entering Unmasked Estep 
Score: -22197538.000000 Penalty: 6007.649414
	Iteration 42Q: 3 clusters Score -2.219754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 181026 members 
Entering Unmasked Estep 
Score: -22197544.000000 Penalty: 6007.649414
	Iteration 43Q: 3 clusters Score -2.219754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 181030 members 
Entering Unmasked Estep 
Score: -22197544.000000 Penalty: 6007.649414
	Iteration 44Q: 3 clusters Score -2.219754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 181032 members 
Entering Unmasked Estep 
Score: -22197548.000000 Penalty: 6007.649414
	Iteration 45Q: 3 clusters Score -2.219755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 181034 members 
Entering Unmasked Estep 
Score: -22197554.000000 Penalty: 6007.649414
	Iteration 46Q: 3 clusters Score -2.219755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 181034 members 
Entering Unmasked Estep 
Score: -22197550.000000 Penalty: 6007.649414
	Iteration 47Q: 3 clusters Score -2.219755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 181035 members 
Entering Unmasked Estep 
Score: -22197548.000000 Penalty: 6007.649414
	Iteration 48Q: 3 clusters Score -2.219755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 181038 members 
Entering Unmasked Estep 
Score: -22197552.000000 Penalty: 6007.649414
	Iteration 49Q: 3 clusters Score -2.219755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 181041 members 
Entering Unmasked Estep 
Score: -22197548.000000 Penalty: 6007.649414
	Iteration 50Q: 3 clusters Score -2.219755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 181043 members 
Entering Unmasked Estep 
Score: -22197548.000000 Penalty: 6007.649414
	Iteration 51Q: 3 clusters Score -2.219755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 181042 members 
Entering Unmasked Estep 
Score: -22197554.000000 Penalty: 6007.649414
	Iteration 52Q: 3 clusters Score -2.219755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 181043 members 
Entering Unmasked Estep 
Score: -22197552.000000 Penalty: 6007.649414
	Iteration 53Q: 3 clusters Score -2.219755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 181047 members 
Entering Unmasked Estep 
Score: -22197550.000000 Penalty: 6007.649414
	Iteration 54Q: 3 clusters Score -2.219755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 181049 members 
Entering Unmasked Estep 
Score: -22197550.000000 Penalty: 6007.649414
	Iteration 55Q: 3 clusters Score -2.219755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 181049 members 
Entering Unmasked Estep 
Score: -22197552.000000 Penalty: 6007.649414
	Iteration 56Q: 3 clusters Score -2.219755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 181050 members 
Entering Unmasked Estep 
Score: -22197564.000000 Penalty: 6007.649414
	Iteration 57Q: 3 clusters Score -2.219756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 181054 members 
Entering Unmasked Estep 
Score: -22197568.000000 Penalty: 6007.649414
	Iteration 58Q: 3 clusters Score -2.219757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 181055 members 
Entering Unmasked Estep 
Score: -22197564.000000 Penalty: 6007.649414
	Iteration 59Q: 3 clusters Score -2.219756e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 181061 members 
Entering Unmasked Estep 
Score: -22197576.000000 Penalty: 6007.649414
	Iteration 60F: 3 clusters Score -2.219758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 181068 members 
Entering Unmasked Estep 
Score: -22197576.000000 Penalty: 6007.649414
	Iteration 61Q: 3 clusters Score -2.219758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 181073 members 
Entering Unmasked Estep 
Score: -22197576.000000 Penalty: 6007.649414
	Iteration 62Q: 3 clusters Score -2.219758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 181073 members 
Entering Unmasked Estep 
Score: -22197580.000000 Penalty: 6007.649414
	Iteration 63Q: 3 clusters Score -2.219758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 181073 members 
Entering Unmasked Estep 
Score: -22197570.000000 Penalty: 6007.649414
	Iteration 64Q: 3 clusters Score -2.219757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 181072 members 
Entering Unmasked Estep 
Score: -22197576.000000 Penalty: 6007.649414
	Iteration 65Q: 3 clusters Score -2.219758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 181072 members 
Entering Unmasked Estep 
Score: -22197576.000000 Penalty: 6007.649414
	Iteration 66F: 3 clusters Score -2.219758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Entering Unmasked Estep 
Score: -5924602.500000 Penalty: 2678.906494
	Iteration 0F: 2 clusters Score -5924602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -5891727.500000 Penalty: 5357.812988
	Iteration 0F: 3 clusters Score -5891728 nChanged 22621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -5904229.000000 Penalty: 5357.812988
	Iteration 1F: 3 clusters Score -5904229 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -5905130.500000 Penalty: 5357.812988
	Iteration 2Q: 3 clusters Score -5905130 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -5906290.000000 Penalty: 5357.812988
	Iteration 3F: 3 clusters Score -5906290 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -5907911.000000 Penalty: 5357.812988
	Iteration 4F: 3 clusters Score -5907911 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -5910197.000000 Penalty: 5357.812988
	Iteration 5F: 3 clusters Score -5910197 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -5913380.000000 Penalty: 5357.812988
	Iteration 6F: 3 clusters Score -5913380 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -5916738.000000 Penalty: 5357.812988
	Iteration 7F: 3 clusters Score -5916738 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5919549.500000 Penalty: 5357.812988
	Iteration 8F: 3 clusters Score -5919550 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5921178.000000 Penalty: 5357.812988
	Iteration 9Q: 3 clusters Score -5921178 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5921780.500000 Penalty: 5357.812988
	Iteration 10Q: 3 clusters Score -5921780 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5922018.500000 Penalty: 5357.812988
	Iteration 11Q: 3 clusters Score -5922018 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5922111.000000 Penalty: 5357.812988
	Iteration 12Q: 3 clusters Score -5922111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5922169.500000 Penalty: 5357.812988
	Iteration 13Q: 3 clusters Score -5922170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5922188.500000 Penalty: 5357.812988
	Iteration 14Q: 3 clusters Score -5922188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5922197.500000 Penalty: 5357.812988
	Iteration 15Q: 3 clusters Score -5922198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5922195.000000 Penalty: 5357.812988
	Iteration 16Q: 3 clusters Score -5922195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5922195.000000 Penalty: 5357.812988
	Iteration 17F: 3 clusters Score -5922195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (224127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224127 members 
Entering Unmasked Estep 
Score: -27527038.000000 Penalty: 3055.352051
	Iteration 0F: 2 clusters Score -2.752704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112184 members 
Mstep: Class 2 contains 111943 members 
Entering Unmasked Estep 
Score: -27381848.000000 Penalty: 6110.704102
	Iteration 0F: 3 clusters Score -2.738185e+07 nChanged 107847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112769 members 
Mstep: Class 2 contains 111358 members 
Entering Unmasked Estep 
Score: -27444832.000000 Penalty: 6110.704102
	Iteration 1F: 3 clusters Score -2.744483e+07 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113402 members 
Mstep: Class 2 contains 110725 members 
Entering Unmasked Estep 
Score: -27446642.000000 Penalty: 6110.704102
	Iteration 2Q: 3 clusters Score -2.744664e+07 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114273 members 
Mstep: Class 2 contains 109854 members 
Entering Unmasked Estep 
Score: -27448822.000000 Penalty: 6110.704102
	Iteration 3Q: 3 clusters Score -2.744882e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115753 members 
Mstep: Class 2 contains 108374 members 
Entering Unmasked Estep 
Score: -27452332.000000 Penalty: 6110.704102
	Iteration 4Q: 3 clusters Score -2.745233e+07 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118150 members 
Mstep: Class 2 contains 105977 members 
Entering Unmasked Estep 
Score: -27457140.000000 Penalty: 6110.704102
	Iteration 5Q: 3 clusters Score -2.745714e+07 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121669 members 
Mstep: Class 2 contains 102458 members 
Entering Unmasked Estep 
Score: -27463676.000000 Penalty: 6110.704102
	Iteration 6F: 3 clusters Score -2.746368e+07 nChanged 13626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125983 members 
Mstep: Class 2 contains 98144 members 
Entering Unmasked Estep 
Score: -27472896.000000 Penalty: 6110.704102
	Iteration 7F: 3 clusters Score -2.74729e+07 nChanged 14628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130249 members 
Mstep: Class 2 contains 93878 members 
Entering Unmasked Estep 
Score: -27483942.000000 Penalty: 6110.704102
	Iteration 8F: 3 clusters Score -2.748394e+07 nChanged 13910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133563 members 
Mstep: Class 2 contains 90564 members 
Entering Unmasked Estep 
Score: -27493076.000000 Penalty: 6110.704102
	Iteration 9F: 3 clusters Score -2.749308e+07 nChanged 11504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135699 members 
Mstep: Class 2 contains 88428 members 
Entering Unmasked Estep 
Score: -27499052.000000 Penalty: 6110.704102
	Iteration 10F: 3 clusters Score -2.749905e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137093 members 
Mstep: Class 2 contains 87034 members 
Entering Unmasked Estep 
Score: -27502104.000000 Penalty: 6110.704102
	Iteration 11Q: 3 clusters Score -2.75021e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138034 members 
Mstep: Class 2 contains 86093 members 
Entering Unmasked Estep 
Score: -27503330.000000 Penalty: 6110.704102
	Iteration 12Q: 3 clusters Score -2.750333e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138830 members 
Mstep: Class 2 contains 85297 members 
Entering Unmasked Estep 
Score: -27504024.000000 Penalty: 6110.704102
	Iteration 13Q: 3 clusters Score -2.750402e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139614 members 
Mstep: Class 2 contains 84513 members 
Entering Unmasked Estep 
Score: -27504616.000000 Penalty: 6110.704102
	Iteration 14Q: 3 clusters Score -2.750462e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140501 members 
Mstep: Class 2 contains 83626 members 
Entering Unmasked Estep 
Score: -27505262.000000 Penalty: 6110.704102
	Iteration 15Q: 3 clusters Score -2.750526e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141452 members 
Mstep: Class 2 contains 82675 members 
Entering Unmasked Estep 
Score: -27505906.000000 Penalty: 6110.704102
	Iteration 16Q: 3 clusters Score -2.750591e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142487 members 
Mstep: Class 2 contains 81640 members 
Entering Unmasked Estep 
Score: -27506390.000000 Penalty: 6110.704102
	Iteration 17Q: 3 clusters Score -2.750639e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143588 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -27507038.000000 Penalty: 6110.704102
	Iteration 18Q: 3 clusters Score -2.750704e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144714 members 
Mstep: Class 2 contains 79413 members 
Entering Unmasked Estep 
Score: -27507810.000000 Penalty: 6110.704102
	Iteration 19Q: 3 clusters Score -2.750781e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145973 members 
Mstep: Class 2 contains 78154 members 
Entering Unmasked Estep 
Score: -27508506.000000 Penalty: 6110.704102
	Iteration 20F: 3 clusters Score -2.750851e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147268 members 
Mstep: Class 2 contains 76859 members 
Entering Unmasked Estep 
Score: -27509138.000000 Penalty: 6110.704102
	Iteration 21Q: 3 clusters Score -2.750914e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148717 members 
Mstep: Class 2 contains 75410 members 
Entering Unmasked Estep 
Score: -27509822.000000 Penalty: 6110.704102
	Iteration 22Q: 3 clusters Score -2.750982e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150343 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -27510576.000000 Penalty: 6110.704102
	Iteration 23Q: 3 clusters Score -2.751058e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151985 members 
Mstep: Class 2 contains 72142 members 
Entering Unmasked Estep 
Score: -27511280.000000 Penalty: 6110.704102
	Iteration 24Q: 3 clusters Score -2.751128e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153690 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -27512094.000000 Penalty: 6110.704102
	Iteration 25Q: 3 clusters Score -2.751209e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155418 members 
Mstep: Class 2 contains 68709 members 
Entering Unmasked Estep 
Score: -27512742.000000 Penalty: 6110.704102
	Iteration 26Q: 3 clusters Score -2.751274e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157201 members 
Mstep: Class 2 contains 66926 members 
Entering Unmasked Estep 
Score: -27513148.000000 Penalty: 6110.704102
	Iteration 27Q: 3 clusters Score -2.751315e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158965 members 
Mstep: Class 2 contains 65162 members 
Entering Unmasked Estep 
Score: -27513770.000000 Penalty: 6110.704102
	Iteration 28Q: 3 clusters Score -2.751377e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160742 members 
Mstep: Class 2 contains 63385 members 
Entering Unmasked Estep 
Score: -27514240.000000 Penalty: 6110.704102
	Iteration 29Q: 3 clusters Score -2.751424e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162490 members 
Mstep: Class 2 contains 61637 members 
Entering Unmasked Estep 
Score: -27514524.000000 Penalty: 6110.704102
	Iteration 30Q: 3 clusters Score -2.751452e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164176 members 
Mstep: Class 2 contains 59951 members 
Entering Unmasked Estep 
Score: -27514816.000000 Penalty: 6110.704102
	Iteration 31Q: 3 clusters Score -2.751482e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165877 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -27515130.000000 Penalty: 6110.704102
	Iteration 32Q: 3 clusters Score -2.751513e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167540 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -27515358.000000 Penalty: 6110.704102
	Iteration 33Q: 3 clusters Score -2.751536e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169176 members 
Mstep: Class 2 contains 54951 members 
Entering Unmasked Estep 
Score: -27515624.000000 Penalty: 6110.704102
	Iteration 34Q: 3 clusters Score -2.751562e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170758 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -27515878.000000 Penalty: 6110.704102
	Iteration 35Q: 3 clusters Score -2.751588e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172272 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -27516132.000000 Penalty: 6110.704102
	Iteration 36Q: 3 clusters Score -2.751613e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173875 members 
Mstep: Class 2 contains 50252 members 
Entering Unmasked Estep 
Score: -27516384.000000 Penalty: 6110.704102
	Iteration 37Q: 3 clusters Score -2.751638e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175502 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -27516710.000000 Penalty: 6110.704102
	Iteration 38Q: 3 clusters Score -2.751671e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177092 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -27517032.000000 Penalty: 6110.704102
	Iteration 39Q: 3 clusters Score -2.751703e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178676 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -27517152.000000 Penalty: 6110.704102
	Iteration 40F: 3 clusters Score -2.751715e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180182 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -27517338.000000 Penalty: 6110.704102
	Iteration 41Q: 3 clusters Score -2.751734e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181729 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -27517728.000000 Penalty: 6110.704102
	Iteration 42Q: 3 clusters Score -2.751773e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183327 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -27518000.000000 Penalty: 6110.704102
	Iteration 43Q: 3 clusters Score -2.7518e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184873 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -27518270.000000 Penalty: 6110.704102
	Iteration 44Q: 3 clusters Score -2.751827e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186400 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -27518452.000000 Penalty: 6110.704102
	Iteration 45Q: 3 clusters Score -2.751845e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187907 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -27518634.000000 Penalty: 6110.704102
	Iteration 46Q: 3 clusters Score -2.751863e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189418 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -27518884.000000 Penalty: 6110.704102
	Iteration 47Q: 3 clusters Score -2.751888e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190887 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -27519098.000000 Penalty: 6110.704102
	Iteration 48Q: 3 clusters Score -2.75191e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192438 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -27519340.000000 Penalty: 6110.704102
	Iteration 49Q: 3 clusters Score -2.751934e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194071 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -27519648.000000 Penalty: 6110.704102
	Iteration 50Q: 3 clusters Score -2.751965e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195617 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -27519972.000000 Penalty: 6110.704102
	Iteration 51Q: 3 clusters Score -2.751997e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197158 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -27520292.000000 Penalty: 6110.704102
	Iteration 52Q: 3 clusters Score -2.752029e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198751 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -27520520.000000 Penalty: 6110.704102
	Iteration 53Q: 3 clusters Score -2.752052e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200340 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -27520650.000000 Penalty: 6110.704102
	Iteration 54Q: 3 clusters Score -2.752065e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201961 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -27520902.000000 Penalty: 6110.704102
	Iteration 55Q: 3 clusters Score -2.75209e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203598 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -27521146.000000 Penalty: 6110.704102
	Iteration 56Q: 3 clusters Score -2.752115e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205228 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -27521422.000000 Penalty: 6110.704102
	Iteration 57Q: 3 clusters Score -2.752142e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206792 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -27521678.000000 Penalty: 6110.704102
	Iteration 58Q: 3 clusters Score -2.752168e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208267 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -27522036.000000 Penalty: 6110.704102
	Iteration 59Q: 3 clusters Score -2.752204e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209749 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -27522346.000000 Penalty: 6110.704102
	Iteration 60F: 3 clusters Score -2.752235e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211130 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -27522710.000000 Penalty: 6110.704102
	Iteration 61Q: 3 clusters Score -2.752271e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212429 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -27523074.000000 Penalty: 6110.704102
	Iteration 62Q: 3 clusters Score -2.752307e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213644 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -27523428.000000 Penalty: 6110.704102
	Iteration 63Q: 3 clusters Score -2.752343e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214799 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -27523642.000000 Penalty: 6110.704102
	Iteration 64Q: 3 clusters Score -2.752364e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215842 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -27523988.000000 Penalty: 6110.704102
	Iteration 65Q: 3 clusters Score -2.752399e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216763 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -27524238.000000 Penalty: 6110.704102
	Iteration 66Q: 3 clusters Score -2.752424e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217579 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -27524606.000000 Penalty: 6110.704102
	Iteration 67Q: 3 clusters Score -2.752461e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218254 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -27524758.000000 Penalty: 6110.704102
	Iteration 68Q: 3 clusters Score -2.752476e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218807 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -27524966.000000 Penalty: 6110.704102
	Iteration 69Q: 3 clusters Score -2.752497e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219265 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -27525062.000000 Penalty: 6110.704102
	Iteration 70Q: 3 clusters Score -2.752506e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219650 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -27525156.000000 Penalty: 6110.704102
	Iteration 71Q: 3 clusters Score -2.752516e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219962 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -27525210.000000 Penalty: 6110.704102
	Iteration 72Q: 3 clusters Score -2.752521e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220232 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -27525328.000000 Penalty: 6110.704102
	Iteration 73Q: 3 clusters Score -2.752533e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220442 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -27525422.000000 Penalty: 6110.704102
	Iteration 74Q: 3 clusters Score -2.752542e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220597 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -27525472.000000 Penalty: 6110.704102
	Iteration 75Q: 3 clusters Score -2.752547e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220734 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -27525522.000000 Penalty: 6110.704102
	Iteration 76Q: 3 clusters Score -2.752552e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220860 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -27525610.000000 Penalty: 6110.704102
	Iteration 77Q: 3 clusters Score -2.752561e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220975 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -27525748.000000 Penalty: 6110.704102
	Iteration 78Q: 3 clusters Score -2.752575e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221097 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -27525834.000000 Penalty: 6110.704102
	Iteration 79Q: 3 clusters Score -2.752583e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221199 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -27525958.000000 Penalty: 6110.704102
	Iteration 80F: 3 clusters Score -2.752596e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221267 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -27526066.000000 Penalty: 6110.704102
	Iteration 81Q: 3 clusters Score -2.752607e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221309 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -27526166.000000 Penalty: 6110.704102
	Iteration 82Q: 3 clusters Score -2.752617e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221334 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -27526210.000000 Penalty: 6110.704102
	Iteration 83Q: 3 clusters Score -2.752621e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221335 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -27526276.000000 Penalty: 6110.704102
	Iteration 84Q: 3 clusters Score -2.752628e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221324 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -27526364.000000 Penalty: 6110.704102
	Iteration 85Q: 3 clusters Score -2.752636e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221307 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -27526424.000000 Penalty: 6110.704102
	Iteration 86Q: 3 clusters Score -2.752642e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221280 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -27526458.000000 Penalty: 6110.704102
	Iteration 87Q: 3 clusters Score -2.752646e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221251 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -27526492.000000 Penalty: 6110.704102
	Iteration 88Q: 3 clusters Score -2.752649e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221231 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -27526480.000000 Penalty: 6110.704102
	Iteration 89Q: 3 clusters Score -2.752648e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221199 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -27526448.000000 Penalty: 6110.704102
	Iteration 90Q: 3 clusters Score -2.752645e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221171 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -27526496.000000 Penalty: 6110.704102
	Iteration 91Q: 3 clusters Score -2.75265e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221153 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -27526488.000000 Penalty: 6110.704102
	Iteration 92Q: 3 clusters Score -2.752649e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221144 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -27526528.000000 Penalty: 6110.704102
	Iteration 93Q: 3 clusters Score -2.752653e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221135 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -27526550.000000 Penalty: 6110.704102
	Iteration 94Q: 3 clusters Score -2.752655e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221121 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -27526540.000000 Penalty: 6110.704102
	Iteration 95Q: 3 clusters Score -2.752654e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221105 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -27526554.000000 Penalty: 6110.704102
	Iteration 96Q: 3 clusters Score -2.752655e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221080 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -27526558.000000 Penalty: 6110.704102
	Iteration 97Q: 3 clusters Score -2.752656e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221053 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -27526586.000000 Penalty: 6110.704102
	Iteration 98Q: 3 clusters Score -2.752659e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221029 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -27526610.000000 Penalty: 6110.704102
	Iteration 99Q: 3 clusters Score -2.752661e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221016 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -27526624.000000 Penalty: 6110.704102
	Iteration 100F: 3 clusters Score -2.752662e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220994 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -27526606.000000 Penalty: 6110.704102
	Iteration 101Q: 3 clusters Score -2.752661e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220971 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -27526584.000000 Penalty: 6110.704102
	Iteration 102Q: 3 clusters Score -2.752658e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220942 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -27526588.000000 Penalty: 6110.704102
	Iteration 103Q: 3 clusters Score -2.752659e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220916 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -27526620.000000 Penalty: 6110.704102
	Iteration 104Q: 3 clusters Score -2.752662e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220897 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -27526618.000000 Penalty: 6110.704102
	Iteration 105Q: 3 clusters Score -2.752662e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220867 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -27526614.000000 Penalty: 6110.704102
	Iteration 106Q: 3 clusters Score -2.752661e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220864 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -27526620.000000 Penalty: 6110.704102
	Iteration 107Q: 3 clusters Score -2.752662e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220849 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -27526628.000000 Penalty: 6110.704102
	Iteration 108Q: 3 clusters Score -2.752663e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220838 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -27526640.000000 Penalty: 6110.704102
	Iteration 109Q: 3 clusters Score -2.752664e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220826 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -27526622.000000 Penalty: 6110.704102
	Iteration 110Q: 3 clusters Score -2.752662e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220815 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -27526636.000000 Penalty: 6110.704102
	Iteration 111Q: 3 clusters Score -2.752664e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220805 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -27526642.000000 Penalty: 6110.704102
	Iteration 112Q: 3 clusters Score -2.752664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220794 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -27526622.000000 Penalty: 6110.704102
	Iteration 113Q: 3 clusters Score -2.752662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220785 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -27526636.000000 Penalty: 6110.704102
	Iteration 114Q: 3 clusters Score -2.752664e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220774 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -27526660.000000 Penalty: 6110.704102
	Iteration 115Q: 3 clusters Score -2.752666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220769 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -27526676.000000 Penalty: 6110.704102
	Iteration 116Q: 3 clusters Score -2.752668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220760 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -27526678.000000 Penalty: 6110.704102
	Iteration 117Q: 3 clusters Score -2.752668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220748 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -27526678.000000 Penalty: 6110.704102
	Iteration 118Q: 3 clusters Score -2.752668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220734 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -27526676.000000 Penalty: 6110.704102
	Iteration 119Q: 3 clusters Score -2.752668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220733 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -27526698.000000 Penalty: 6110.704102
	Iteration 120F: 3 clusters Score -2.75267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220735 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -27526686.000000 Penalty: 6110.704102
	Iteration 121Q: 3 clusters Score -2.752669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220736 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -27526696.000000 Penalty: 6110.704102
	Iteration 122Q: 3 clusters Score -2.75267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220739 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -27526688.000000 Penalty: 6110.704102
	Iteration 123Q: 3 clusters Score -2.752669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220738 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -27526686.000000 Penalty: 6110.704102
	Iteration 124Q: 3 clusters Score -2.752669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220738 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -27526694.000000 Penalty: 6110.704102
	Iteration 125Q: 3 clusters Score -2.752669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220737 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -27526696.000000 Penalty: 6110.704102
	Iteration 126Q: 3 clusters Score -2.75267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220739 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -27526700.000000 Penalty: 6110.704102
	Iteration 127Q: 3 clusters Score -2.75267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220739 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -27526694.000000 Penalty: 6110.704102
	Iteration 128Q: 3 clusters Score -2.752669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220737 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -27526704.000000 Penalty: 6110.704102
	Iteration 129Q: 3 clusters Score -2.75267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220734 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -27526694.000000 Penalty: 6110.704102
	Iteration 130Q: 3 clusters Score -2.752669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220733 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -27526692.000000 Penalty: 6110.704102
	Iteration 131Q: 3 clusters Score -2.752669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220732 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -27526692.000000 Penalty: 6110.704102
	Iteration 132Q: 3 clusters Score -2.752669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220732 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -27526692.000000 Penalty: 6110.704102
	Iteration 133F: 3 clusters Score -2.752669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Entering Unmasked Estep 
Score: -415513.156250 Penalty: 2016.400635
	Iteration 0F: 2 clusters Score -415513.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -411991.156250 Penalty: 4032.801270
	Iteration 0F: 3 clusters Score -411991.2 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -412718.968750 Penalty: 4032.801270
	Iteration 1F: 3 clusters Score -412719 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -412885.687500 Penalty: 4032.801270
	Iteration 2F: 3 clusters Score -412885.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -412986.656250 Penalty: 4032.801270
	Iteration 3Q: 3 clusters Score -412986.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -413055.750000 Penalty: 4032.801270
	Iteration 4Q: 3 clusters Score -413055.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -413107.562500 Penalty: 4032.801270
	Iteration 5Q: 3 clusters Score -413107.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -413135.812500 Penalty: 4032.801270
	Iteration 6Q: 3 clusters Score -413135.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -413160.062500 Penalty: 4032.801270
	Iteration 7Q: 3 clusters Score -413160.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -413176.531250 Penalty: 4032.801270
	Iteration 8Q: 3 clusters Score -413176.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -413185.031250 Penalty: 4032.801270
	Iteration 9Q: 3 clusters Score -413185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -413191.937500 Penalty: 4032.801270
	Iteration 10Q: 3 clusters Score -413191.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -413203.968750 Penalty: 4032.801270
	Iteration 11Q: 3 clusters Score -413204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -413216.812500 Penalty: 4032.801270
	Iteration 12Q: 3 clusters Score -413216.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -413228.687500 Penalty: 4032.801270
	Iteration 13Q: 3 clusters Score -413228.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -413240.312500 Penalty: 4032.801270
	Iteration 14Q: 3 clusters Score -413240.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -413250.250000 Penalty: 4032.801270
	Iteration 15Q: 3 clusters Score -413250.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -413259.437500 Penalty: 4032.801270
	Iteration 16Q: 3 clusters Score -413259.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -413272.968750 Penalty: 4032.801270
	Iteration 17Q: 3 clusters Score -413273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -413279.656250 Penalty: 4032.801270
	Iteration 18Q: 3 clusters Score -413279.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -413286.437500 Penalty: 4032.801270
	Iteration 19Q: 3 clusters Score -413286.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -413290.718750 Penalty: 4032.801270
	Iteration 20F: 3 clusters Score -413290.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -413294.250000 Penalty: 4032.801270
	Iteration 21Q: 3 clusters Score -413294.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -413296.968750 Penalty: 4032.801270
	Iteration 22Q: 3 clusters Score -413297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -413298.031250 Penalty: 4032.801270
	Iteration 23Q: 3 clusters Score -413298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -413300.156250 Penalty: 4032.801270
	Iteration 24Q: 3 clusters Score -413300.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -413301.625000 Penalty: 4032.801270
	Iteration 25Q: 3 clusters Score -413301.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -413306.125000 Penalty: 4032.801270
	Iteration 26Q: 3 clusters Score -413306.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -413309.468750 Penalty: 4032.801270
	Iteration 27Q: 3 clusters Score -413309.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -413314.093750 Penalty: 4032.801270
	Iteration 28Q: 3 clusters Score -413314.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -413321.218750 Penalty: 4032.801270
	Iteration 29Q: 3 clusters Score -413321.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -413326.406250 Penalty: 4032.801270
	Iteration 30Q: 3 clusters Score -413326.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -413332.156250 Penalty: 4032.801270
	Iteration 31Q: 3 clusters Score -413332.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -413337.125000 Penalty: 4032.801270
	Iteration 32Q: 3 clusters Score -413337.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -413344.062500 Penalty: 4032.801270
	Iteration 33Q: 3 clusters Score -413344.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -413350.468750 Penalty: 4032.801270
	Iteration 34Q: 3 clusters Score -413350.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -413354.625000 Penalty: 4032.801270
	Iteration 35Q: 3 clusters Score -413354.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -413357.906250 Penalty: 4032.801270
	Iteration 36Q: 3 clusters Score -413357.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -413360.750000 Penalty: 4032.801270
	Iteration 37Q: 3 clusters Score -413360.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -413361.968750 Penalty: 4032.801270
	Iteration 38Q: 3 clusters Score -413362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -413362.906250 Penalty: 4032.801270
	Iteration 39Q: 3 clusters Score -413362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -413364.031250 Penalty: 4032.801270
	Iteration 40F: 3 clusters Score -413364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -413366.875000 Penalty: 4032.801270
	Iteration 41Q: 3 clusters Score -413366.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -413371.531250 Penalty: 4032.801270
	Iteration 42Q: 3 clusters Score -413371.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -413374.687500 Penalty: 4032.801270
	Iteration 43Q: 3 clusters Score -413374.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -413377.250000 Penalty: 4032.801270
	Iteration 44Q: 3 clusters Score -413377.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -413381.937500 Penalty: 4032.801270
	Iteration 45Q: 3 clusters Score -413381.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -413385.406250 Penalty: 4032.801270
	Iteration 46Q: 3 clusters Score -413385.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -413389.031250 Penalty: 4032.801270
	Iteration 47Q: 3 clusters Score -413389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -413396.031250 Penalty: 4032.801270
	Iteration 48Q: 3 clusters Score -413396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -413401.937500 Penalty: 4032.801270
	Iteration 49Q: 3 clusters Score -413401.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -413406.437500 Penalty: 4032.801270
	Iteration 50Q: 3 clusters Score -413406.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -413411.500000 Penalty: 4032.801270
	Iteration 51Q: 3 clusters Score -413411.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -413419.187500 Penalty: 4032.801270
	Iteration 52Q: 3 clusters Score -413419.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -413430.718750 Penalty: 4032.801270
	Iteration 53Q: 3 clusters Score -413430.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -413438.593750 Penalty: 4032.801270
	Iteration 54Q: 3 clusters Score -413438.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -413445.843750 Penalty: 4032.801270
	Iteration 55Q: 3 clusters Score -413445.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -413455.218750 Penalty: 4032.801270
	Iteration 56Q: 3 clusters Score -413455.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -413468.593750 Penalty: 4032.801270
	Iteration 57Q: 3 clusters Score -413468.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -413480.625000 Penalty: 4032.801270
	Iteration 58Q: 3 clusters Score -413480.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -413490.875000 Penalty: 4032.801270
	Iteration 59Q: 3 clusters Score -413490.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -413497.437500 Penalty: 4032.801270
	Iteration 60F: 3 clusters Score -413497.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -413502.718750 Penalty: 4032.801270
	Iteration 61Q: 3 clusters Score -413502.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -413514.156250 Penalty: 4032.801270
	Iteration 62Q: 3 clusters Score -413514.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -413524.000000 Penalty: 4032.801270
	Iteration 63Q: 3 clusters Score -413524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -413537.687500 Penalty: 4032.801270
	Iteration 64Q: 3 clusters Score -413537.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -413547.187500 Penalty: 4032.801270
	Iteration 65Q: 3 clusters Score -413547.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -413557.406250 Penalty: 4032.801270
	Iteration 66Q: 3 clusters Score -413557.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -413564.968750 Penalty: 4032.801270
	Iteration 67Q: 3 clusters Score -413565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -413572.781250 Penalty: 4032.801270
	Iteration 68Q: 3 clusters Score -413572.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -413579.531250 Penalty: 4032.801270
	Iteration 69Q: 3 clusters Score -413579.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -413589.468750 Penalty: 4032.801270
	Iteration 70Q: 3 clusters Score -413589.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -413601.218750 Penalty: 4032.801270
	Iteration 71Q: 3 clusters Score -413601.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -413616.968750 Penalty: 4032.801270
	Iteration 72Q: 3 clusters Score -413617 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -413640.843750 Penalty: 4032.801270
	Iteration 73Q: 3 clusters Score -413640.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -413670.593750 Penalty: 4032.801270
	Iteration 74Q: 3 clusters Score -413670.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -413706.437500 Penalty: 4032.801270
	Iteration 75Q: 3 clusters Score -413706.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -413767.406250 Penalty: 4032.801270
	Iteration 76Q: 3 clusters Score -413767.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -413882.156250 Penalty: 4032.801270
	Iteration 77Q: 3 clusters Score -413882.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -414064.093750 Penalty: 4032.801270
	Iteration 78Q: 3 clusters Score -414064.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -414332.718750 Penalty: 4032.801270
	Iteration 79Q: 3 clusters Score -414332.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -414577.156250 Penalty: 4032.801270
	Iteration 80F: 3 clusters Score -414577.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -414871.156250 Penalty: 4032.801270
	Iteration 81Q: 3 clusters Score -414871.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -415158.687500 Penalty: 4032.801270
	Iteration 82Q: 3 clusters Score -415158.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -415390.125000 Penalty: 4032.801270
	Iteration 83Q: 3 clusters Score -415390.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -415631.125000 Penalty: 4032.801270
	Iteration 84Q: 3 clusters Score -415631.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -415903.968750 Penalty: 4032.801270
	Iteration 85Q: 3 clusters Score -415904 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -416102.343750 Penalty: 4032.801270
	Iteration 86Q: 3 clusters Score -416102.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -416251.625000 Penalty: 4032.801270
	Iteration 87Q: 3 clusters Score -416251.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -416289.656250 Penalty: 4032.801270
	Iteration 88Q: 3 clusters Score -416289.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -416310.906250 Penalty: 4032.801270
	Iteration 89Q: 3 clusters Score -416310.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -416328.593750 Penalty: 4032.801270
	Iteration 90Q: 3 clusters Score -416328.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -416330.437500 Penalty: 4032.801270
	Iteration 91Q: 3 clusters Score -416330.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -416330.437500 Penalty: 4032.801270
	Iteration 92F: 3 clusters Score -416330.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 1683 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 1714 members 
Entering Unmasked Estep 
Score: -148102016.000000 Penalty: 132266.796875
Splitting cluster 20 changes total score from -148102880.000000 to -148102016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (12606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Entering Unmasked Estep 
Score: -1502423.875000 Penalty: 2341.598145
	Iteration 0F: 2 clusters Score -1502424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1493106.125000 Penalty: 4683.196289
	Iteration 0F: 3 clusters Score -1493106 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1495946.375000 Penalty: 4683.196289
	Iteration 1F: 3 clusters Score -1495946 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1496339.875000 Penalty: 4683.196289
	Iteration 2F: 3 clusters Score -1496340 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1496686.375000 Penalty: 4683.196289
	Iteration 3F: 3 clusters Score -1496686 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1497083.125000 Penalty: 4683.196289
	Iteration 4F: 3 clusters Score -1497083 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1497614.750000 Penalty: 4683.196289
	Iteration 5F: 3 clusters Score -1497615 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1498290.000000 Penalty: 4683.196289
	Iteration 6F: 3 clusters Score -1498290 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1498984.875000 Penalty: 4683.196289
	Iteration 7F: 3 clusters Score -1498985 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1499544.875000 Penalty: 4683.196289
	Iteration 8F: 3 clusters Score -1499545 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1499966.125000 Penalty: 4683.196289
	Iteration 9Q: 3 clusters Score -1499966 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1500364.375000 Penalty: 4683.196289
	Iteration 10Q: 3 clusters Score -1500364 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1500693.125000 Penalty: 4683.196289
	Iteration 11Q: 3 clusters Score -1500693 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1501026.250000 Penalty: 4683.196289
	Iteration 12Q: 3 clusters Score -1501026 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1501306.375000 Penalty: 4683.196289
	Iteration 13Q: 3 clusters Score -1501306 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1501469.125000 Penalty: 4683.196289
	Iteration 14Q: 3 clusters Score -1501469 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1501550.875000 Penalty: 4683.196289
	Iteration 15Q: 3 clusters Score -1501551 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1501601.000000 Penalty: 4683.196289
	Iteration 16Q: 3 clusters Score -1501601 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1501638.125000 Penalty: 4683.196289
	Iteration 17Q: 3 clusters Score -1501638 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1501657.375000 Penalty: 4683.196289
	Iteration 18Q: 3 clusters Score -1501657 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1501672.500000 Penalty: 4683.196289
	Iteration 19Q: 3 clusters Score -1501672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1501683.625000 Penalty: 4683.196289
	Iteration 20F: 3 clusters Score -1501684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1501688.875000 Penalty: 4683.196289
	Iteration 21Q: 3 clusters Score -1501689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1501697.250000 Penalty: 4683.196289
	Iteration 22Q: 3 clusters Score -1501697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1501701.625000 Penalty: 4683.196289
	Iteration 23Q: 3 clusters Score -1501702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1501707.125000 Penalty: 4683.196289
	Iteration 24Q: 3 clusters Score -1501707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1501706.875000 Penalty: 4683.196289
	Iteration 25Q: 3 clusters Score -1501707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1501709.375000 Penalty: 4683.196289
	Iteration 26Q: 3 clusters Score -1501709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1501713.125000 Penalty: 4683.196289
	Iteration 27Q: 3 clusters Score -1501713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1501715.125000 Penalty: 4683.196289
	Iteration 28Q: 3 clusters Score -1501715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1501712.500000 Penalty: 4683.196289
	Iteration 29Q: 3 clusters Score -1501712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1501715.125000 Penalty: 4683.196289
	Iteration 30Q: 3 clusters Score -1501715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1501715.750000 Penalty: 4683.196289
	Iteration 31Q: 3 clusters Score -1501716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1501716.375000 Penalty: 4683.196289
	Iteration 32Q: 3 clusters Score -1501716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1501715.875000 Penalty: 4683.196289
	Iteration 33Q: 3 clusters Score -1501716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1501714.500000 Penalty: 4683.196289
	Iteration 34Q: 3 clusters Score -1501714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1501715.625000 Penalty: 4683.196289
	Iteration 35Q: 3 clusters Score -1501716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1501712.500000 Penalty: 4683.196289
	Iteration 36Q: 3 clusters Score -1501712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1501715.875000 Penalty: 4683.196289
	Iteration 37Q: 3 clusters Score -1501716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1501718.375000 Penalty: 4683.196289
	Iteration 38Q: 3 clusters Score -1501718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1501721.125000 Penalty: 4683.196289
	Iteration 39Q: 3 clusters Score -1501721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1501717.750000 Penalty: 4683.196289
	Iteration 40F: 3 clusters Score -1501718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1501719.500000 Penalty: 4683.196289
	Iteration 41Q: 3 clusters Score -1501720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1501719.250000 Penalty: 4683.196289
	Iteration 42Q: 3 clusters Score -1501719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1501720.000000 Penalty: 4683.196289
	Iteration 43Q: 3 clusters Score -1501720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1501719.500000 Penalty: 4683.196289
	Iteration 44Q: 3 clusters Score -1501720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1501721.500000 Penalty: 4683.196289
	Iteration 45Q: 3 clusters Score -1501722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1501723.875000 Penalty: 4683.196289
	Iteration 46Q: 3 clusters Score -1501724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1501725.000000 Penalty: 4683.196289
	Iteration 47Q: 3 clusters Score -1501725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1501723.375000 Penalty: 4683.196289
	Iteration 48Q: 3 clusters Score -1501723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1501723.375000 Penalty: 4683.196289
	Iteration 49F: 3 clusters Score -1501723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -220772.609375 Penalty: 1889.691650
	Iteration 0F: 2 clusters Score -220772.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -218176.796875 Penalty: 3779.383301
	Iteration 0F: 3 clusters Score -218176.8 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -218890.468750 Penalty: 3779.383301
	Iteration 1F: 3 clusters Score -218890.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -219264.968750 Penalty: 3779.383301
	Iteration 2F: 3 clusters Score -219265 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -219642.609375 Penalty: 3779.383301
	Iteration 3F: 3 clusters Score -219642.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -219900.718750 Penalty: 3779.383301
	Iteration 4F: 3 clusters Score -219900.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -220047.156250 Penalty: 3779.383301
	Iteration 5Q: 3 clusters Score -220047.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -220098.468750 Penalty: 3779.383301
	Iteration 6Q: 3 clusters Score -220098.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -220139.046875 Penalty: 3779.383301
	Iteration 7Q: 3 clusters Score -220139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -220164.625000 Penalty: 3779.383301
	Iteration 8Q: 3 clusters Score -220164.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -220183.218750 Penalty: 3779.383301
	Iteration 9Q: 3 clusters Score -220183.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -220214.312500 Penalty: 3779.383301
	Iteration 10Q: 3 clusters Score -220214.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -220239.125000 Penalty: 3779.383301
	Iteration 11Q: 3 clusters Score -220239.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -220254.343750 Penalty: 3779.383301
	Iteration 12Q: 3 clusters Score -220254.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -220283.640625 Penalty: 3779.383301
	Iteration 13Q: 3 clusters Score -220283.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -220321.812500 Penalty: 3779.383301
	Iteration 14Q: 3 clusters Score -220321.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -220341.812500 Penalty: 3779.383301
	Iteration 15Q: 3 clusters Score -220341.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -220347.046875 Penalty: 3779.383301
	Iteration 16Q: 3 clusters Score -220347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -220348.156250 Penalty: 3779.383301
	Iteration 17Q: 3 clusters Score -220348.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -220349.015625 Penalty: 3779.383301
	Iteration 18Q: 3 clusters Score -220349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -220350.984375 Penalty: 3779.383301
	Iteration 19Q: 3 clusters Score -220351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -220352.843750 Penalty: 3779.383301
	Iteration 20F: 3 clusters Score -220352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -220353.796875 Penalty: 3779.383301
	Iteration 21Q: 3 clusters Score -220353.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -220353.796875 Penalty: 3779.383301
	Iteration 22F: 3 clusters Score -220353.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Entering Unmasked Estep 
Score: -3525715.250000 Penalty: 2562.582520
	Iteration 0F: 2 clusters Score -3525715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -3504637.500000 Penalty: 5125.165039
	Iteration 0F: 3 clusters Score -3504638 nChanged 13911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -3512231.500000 Penalty: 5125.165039
	Iteration 1F: 3 clusters Score -3512232 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -3512926.500000 Penalty: 5125.165039
	Iteration 2F: 3 clusters Score -3512926 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -3513592.500000 Penalty: 5125.165039
	Iteration 3F: 3 clusters Score -3513592 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -3514246.500000 Penalty: 5125.165039
	Iteration 4Q: 3 clusters Score -3514246 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -3514844.500000 Penalty: 5125.165039
	Iteration 5Q: 3 clusters Score -3514844 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -3515491.500000 Penalty: 5125.165039
	Iteration 6Q: 3 clusters Score -3515492 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -3516161.500000 Penalty: 5125.165039
	Iteration 7Q: 3 clusters Score -3516162 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -3516957.750000 Penalty: 5125.165039
	Iteration 8Q: 3 clusters Score -3516958 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -3517740.000000 Penalty: 5125.165039
	Iteration 9Q: 3 clusters Score -3517740 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -3518484.250000 Penalty: 5125.165039
	Iteration 10Q: 3 clusters Score -3518484 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3519035.000000 Penalty: 5125.165039
	Iteration 11Q: 3 clusters Score -3519035 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -3519387.500000 Penalty: 5125.165039
	Iteration 12Q: 3 clusters Score -3519388 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -3519609.750000 Penalty: 5125.165039
	Iteration 13Q: 3 clusters Score -3519610 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -3519746.750000 Penalty: 5125.165039
	Iteration 14Q: 3 clusters Score -3519747 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -3519853.500000 Penalty: 5125.165039
	Iteration 15Q: 3 clusters Score -3519854 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -3519943.500000 Penalty: 5125.165039
	Iteration 16Q: 3 clusters Score -3519944 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -3520028.250000 Penalty: 5125.165039
	Iteration 17Q: 3 clusters Score -3520028 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -3520097.000000 Penalty: 5125.165039
	Iteration 18Q: 3 clusters Score -3520097 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -3520171.000000 Penalty: 5125.165039
	Iteration 19Q: 3 clusters Score -3520171 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3520260.000000 Penalty: 5125.165039
	Iteration 20F: 3 clusters Score -3520260 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -3520313.750000 Penalty: 5125.165039
	Iteration 21Q: 3 clusters Score -3520314 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3520408.500000 Penalty: 5125.165039
	Iteration 22Q: 3 clusters Score -3520408 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -3520476.500000 Penalty: 5125.165039
	Iteration 23Q: 3 clusters Score -3520476 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3520543.500000 Penalty: 5125.165039
	Iteration 24Q: 3 clusters Score -3520544 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3520602.250000 Penalty: 5125.165039
	Iteration 25Q: 3 clusters Score -3520602 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -3520646.000000 Penalty: 5125.165039
	Iteration 26Q: 3 clusters Score -3520646 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3520696.250000 Penalty: 5125.165039
	Iteration 27Q: 3 clusters Score -3520696 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3520732.750000 Penalty: 5125.165039
	Iteration 28Q: 3 clusters Score -3520733 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -3520774.500000 Penalty: 5125.165039
	Iteration 29Q: 3 clusters Score -3520774 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -3520833.250000 Penalty: 5125.165039
	Iteration 30Q: 3 clusters Score -3520833 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -3520904.250000 Penalty: 5125.165039
	Iteration 31Q: 3 clusters Score -3520904 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -3520948.500000 Penalty: 5125.165039
	Iteration 32Q: 3 clusters Score -3520948 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -3521035.750000 Penalty: 5125.165039
	Iteration 33Q: 3 clusters Score -3521036 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -3521097.250000 Penalty: 5125.165039
	Iteration 34Q: 3 clusters Score -3521097 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -3521196.500000 Penalty: 5125.165039
	Iteration 35Q: 3 clusters Score -3521196 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -3521254.000000 Penalty: 5125.165039
	Iteration 36Q: 3 clusters Score -3521254 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -3521312.000000 Penalty: 5125.165039
	Iteration 37Q: 3 clusters Score -3521312 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -3521379.250000 Penalty: 5125.165039
	Iteration 38Q: 3 clusters Score -3521379 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3521444.500000 Penalty: 5125.165039
	Iteration 39Q: 3 clusters Score -3521444 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3521541.750000 Penalty: 5125.165039
	Iteration 40F: 3 clusters Score -3521542 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -3521610.000000 Penalty: 5125.165039
	Iteration 41Q: 3 clusters Score -3521610 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -3521705.500000 Penalty: 5125.165039
	Iteration 42Q: 3 clusters Score -3521706 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -3521792.500000 Penalty: 5125.165039
	Iteration 43Q: 3 clusters Score -3521792 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -3521876.250000 Penalty: 5125.165039
	Iteration 44Q: 3 clusters Score -3521876 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3521925.500000 Penalty: 5125.165039
	Iteration 45Q: 3 clusters Score -3521926 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -3521988.750000 Penalty: 5125.165039
	Iteration 46Q: 3 clusters Score -3521989 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -3522042.750000 Penalty: 5125.165039
	Iteration 47Q: 3 clusters Score -3522043 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -3522117.250000 Penalty: 5125.165039
	Iteration 48Q: 3 clusters Score -3522117 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -3522172.500000 Penalty: 5125.165039
	Iteration 49Q: 3 clusters Score -3522172 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3522238.500000 Penalty: 5125.165039
	Iteration 50Q: 3 clusters Score -3522238 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -3522279.500000 Penalty: 5125.165039
	Iteration 51Q: 3 clusters Score -3522280 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3522338.250000 Penalty: 5125.165039
	Iteration 52Q: 3 clusters Score -3522338 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -3522398.750000 Penalty: 5125.165039
	Iteration 53Q: 3 clusters Score -3522399 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -3522480.000000 Penalty: 5125.165039
	Iteration 54Q: 3 clusters Score -3522480 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -3522536.000000 Penalty: 5125.165039
	Iteration 55Q: 3 clusters Score -3522536 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -3522613.250000 Penalty: 5125.165039
	Iteration 56Q: 3 clusters Score -3522613 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -3522705.750000 Penalty: 5125.165039
	Iteration 57Q: 3 clusters Score -3522706 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -3522792.750000 Penalty: 5125.165039
	Iteration 58Q: 3 clusters Score -3522793 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -3522914.500000 Penalty: 5125.165039
	Iteration 59Q: 3 clusters Score -3522914 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3523003.750000 Penalty: 5125.165039
	Iteration 60F: 3 clusters Score -3523004 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -3523121.250000 Penalty: 5125.165039
	Iteration 61Q: 3 clusters Score -3523121 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3523223.250000 Penalty: 5125.165039
	Iteration 62Q: 3 clusters Score -3523223 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -3523317.500000 Penalty: 5125.165039
	Iteration 63Q: 3 clusters Score -3523318 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3523378 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3523460 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3523520.250000 Penalty: 5125.165039
	Iteration 66Q: 3 clusters Score -3523520 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3523587 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3523650 nChanged 154
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3523715 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3523776 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3523828 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3523872 nChanged 116
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Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3523917 nChanged 106
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Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3523968 nChanged 96
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Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3524009 nChanged 77
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Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3524035 nChanged 52
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Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3524054 nChanged 47
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Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3524070 nChanged 38
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Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3524078 nChanged 39
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Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -3524094.000000 Penalty: 5125.165039
	Iteration 80F: 3 clusters Score -3524094 nChanged 30
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Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3524098 nChanged 32
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Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3524111 nChanged 24
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Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3524123.250000 Penalty: 5125.165039
	Iteration 83Q: 3 clusters Score -3524123 nChanged 25
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Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3524130 nChanged 31
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Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3524133 nChanged 22
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Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3524130 nChanged 15
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Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3524135 nChanged 15
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Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3524136 nChanged 14
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Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3524138 nChanged 18
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Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3524144 nChanged 18
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Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3524145 nChanged 18
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Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3524158 nChanged 19
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Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3524164 nChanged 21
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Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3524165 nChanged 20
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Mstep: Class 1 contains 28827 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3524169 nChanged 16
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Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3524174 nChanged 14
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Mstep: Class 1 contains 28839 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3524185 nChanged 17
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Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3524187 nChanged 12
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Mstep: Class 1 contains 28854 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3524196 nChanged 13
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Mstep: Class 1 contains 28861 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3524196 nChanged 15
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Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3524194 nChanged 18
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Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3524201 nChanged 16
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Mstep: Class 1 contains 28886 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3524205 nChanged 19
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Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3524210 nChanged 18
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Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3524210 nChanged 14
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Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3524208 nChanged 9
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Mstep: Class 1 contains 28898 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3524217 nChanged 7
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Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3524221 nChanged 5
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Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3524224 nChanged 6
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Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 1822 members 
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	Iteration 110Q: 3 clusters Score -3524221 nChanged 6
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Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3524220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3524222 nChanged 7
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Mstep: Class 1 contains 28922 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3524224 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28923 members 
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Entering Unmasked Estep 
Score: -3524228.250000 Penalty: 5125.165039
	Iteration 114Q: 3 clusters Score -3524228 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28928 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3524226 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3524226 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3524233.000000 Penalty: 5125.165039
	Iteration 117Q: 3 clusters Score -3524233 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28952 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3524228 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3524239.250000 Penalty: 5125.165039
	Iteration 119Q: 3 clusters Score -3524239 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3524246.750000 Penalty: 5125.165039
	Iteration 120F: 3 clusters Score -3524247 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28964 members 
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Entering Unmasked Estep 
Score: -3524249.250000 Penalty: 5125.165039
	Iteration 121Q: 3 clusters Score -3524249 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3524256.250000 Penalty: 5125.165039
	Iteration 122Q: 3 clusters Score -3524256 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28972 members 
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Entering Unmasked Estep 
Score: -3524259.750000 Penalty: 5125.165039
	Iteration 123Q: 3 clusters Score -3524260 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28980 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3524268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3524268 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3524273 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3524276.750000 Penalty: 5125.165039
	Iteration 127Q: 3 clusters Score -3524277 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3524276 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3524276 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29006 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3524279 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29004 members 
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Entering Unmasked Estep 
Score: -3524282.000000 Penalty: 5125.165039
	Iteration 131Q: 3 clusters Score -3524282 nChanged 14
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Mstep: Class 1 contains 29006 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3524279 nChanged 18
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Mstep: Class 1 contains 29012 members 
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Entering Unmasked Estep 
Score: -3524287.250000 Penalty: 5125.165039
	Iteration 133Q: 3 clusters Score -3524287 nChanged 13
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	Iteration 134Q: 3 clusters Score -3524290 nChanged 6
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Mstep: Class 1 contains 29009 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3524295 nChanged 5
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Mstep: Class 1 contains 29008 members 
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	Iteration 136Q: 3 clusters Score -3524289 nChanged 2
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Mstep: Class 1 contains 29010 members 
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	Iteration 137Q: 3 clusters Score -3524291 nChanged 2
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	Iteration 138Q: 3 clusters Score -3524288 nChanged 5
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3524288 nChanged 2
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Mstep: Class 1 contains 29017 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3524289 nChanged 4
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	Iteration 141Q: 3 clusters Score -3524294 nChanged 1
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	Iteration 142Q: 3 clusters Score -3524292 nChanged 1
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	Iteration 143Q: 3 clusters Score -3524291 nChanged 1
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	Iteration 144Q: 3 clusters Score -3524291 nChanged 4
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	Iteration 145Q: 3 clusters Score -3524292 nChanged 6
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	Iteration 146Q: 3 clusters Score -3524296 nChanged 4
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	Iteration 147Q: 3 clusters Score -3524295 nChanged 4
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	Iteration 148Q: 3 clusters Score -3524293 nChanged 7
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	Iteration 149Q: 3 clusters Score -3524296 nChanged 5
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	Iteration 150Q: 3 clusters Score -3524298 nChanged 4
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	Iteration 151Q: 3 clusters Score -3524297 nChanged 5
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	Iteration 152Q: 3 clusters Score -3524300 nChanged 7
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	Iteration 153Q: 3 clusters Score -3524300 nChanged 7
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	Iteration 154Q: 3 clusters Score -3524307 nChanged 9
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	Iteration 155Q: 3 clusters Score -3524300 nChanged 6
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	Iteration 156Q: 3 clusters Score -3524299 nChanged 1
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Entering Unmasked Estep 
Score: -3524305.250000 Penalty: 5125.165039
	Iteration 157Q: 3 clusters Score -3524305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3524302.000000 Penalty: 5125.165039
	Iteration 158Q: 3 clusters Score -3524302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3524301.750000 Penalty: 5125.165039
	Iteration 159Q: 3 clusters Score -3524302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3524301.000000 Penalty: 5125.165039
	Iteration 160F: 3 clusters Score -3524301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3524305.000000 Penalty: 5125.165039
	Iteration 161Q: 3 clusters Score -3524305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3524308.000000 Penalty: 5125.165039
	Iteration 162Q: 3 clusters Score -3524308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3524312.000000 Penalty: 5125.165039
	Iteration 163Q: 3 clusters Score -3524312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3524312.750000 Penalty: 5125.165039
	Iteration 164Q: 3 clusters Score -3524313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3524312.750000 Penalty: 5125.165039
	Iteration 165F: 3 clusters Score -3524313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -36252.511719 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -36252.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34898.175781 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -34898.18 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35050.710938 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -35050.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35092.773438 Penalty: 2971.766357
	Iteration 2Q: 3 clusters Score -35092.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -35104.835938 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -35104.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35139.664062 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -35139.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35154.890625 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -35154.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35172.156250 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -35172.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35175.351562 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -35175.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35187.183594 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -35187.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35198.593750 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -35198.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35206.125000 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -35206.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35207.960938 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -35207.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35211.597656 Penalty: 2971.766357
	Iteration 12Q: 3 clusters Score -35211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35214.613281 Penalty: 2971.766357
	Iteration 13Q: 3 clusters Score -35214.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35214.613281 Penalty: 2971.766357
	Iteration 14F: 3 clusters Score -35214.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (33924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Entering Unmasked Estep 
Score: -4216123.000000 Penalty: 2587.105713
	Iteration 0F: 2 clusters Score -4216123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -4193089.750000 Penalty: 5174.211426
	Iteration 0F: 3 clusters Score -4193090 nChanged 15247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -4201041.000000 Penalty: 5174.211426
	Iteration 1F: 3 clusters Score -4201041 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -4201445.000000 Penalty: 5174.211426
	Iteration 2Q: 3 clusters Score -4201445 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -4201842.000000 Penalty: 5174.211426
	Iteration 3Q: 3 clusters Score -4201842 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -4202174.000000 Penalty: 5174.211426
	Iteration 4Q: 3 clusters Score -4202174 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -4202488.500000 Penalty: 5174.211426
	Iteration 5Q: 3 clusters Score -4202488 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -4202763.500000 Penalty: 5174.211426
	Iteration 6Q: 3 clusters Score -4202764 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -4203187.500000 Penalty: 5174.211426
	Iteration 7Q: 3 clusters Score -4203188 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -4203788.000000 Penalty: 5174.211426
	Iteration 8Q: 3 clusters Score -4203788 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -4204651.500000 Penalty: 5174.211426
	Iteration 9Q: 3 clusters Score -4204652 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -4205857.000000 Penalty: 5174.211426
	Iteration 10F: 3 clusters Score -4205857 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -4207472.500000 Penalty: 5174.211426
	Iteration 11F: 3 clusters Score -4207472 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -4209273.500000 Penalty: 5174.211426
	Iteration 12F: 3 clusters Score -4209274 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -4210998.000000 Penalty: 5174.211426
	Iteration 13F: 3 clusters Score -4210998 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4212259.500000 Penalty: 5174.211426
	Iteration 14Q: 3 clusters Score -4212260 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4212964.500000 Penalty: 5174.211426
	Iteration 15Q: 3 clusters Score -4212964 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4213390.000000 Penalty: 5174.211426
	Iteration 16Q: 3 clusters Score -4213390 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4213584.500000 Penalty: 5174.211426
	Iteration 17Q: 3 clusters Score -4213584 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4213682.500000 Penalty: 5174.211426
	Iteration 18Q: 3 clusters Score -4213682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4213747.500000 Penalty: 5174.211426
	Iteration 19Q: 3 clusters Score -4213748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4213785.500000 Penalty: 5174.211426
	Iteration 20F: 3 clusters Score -4213786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4213826.500000 Penalty: 5174.211426
	Iteration 21Q: 3 clusters Score -4213826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4213850.500000 Penalty: 5174.211426
	Iteration 22Q: 3 clusters Score -4213850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4213858.500000 Penalty: 5174.211426
	Iteration 23Q: 3 clusters Score -4213858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4213875.500000 Penalty: 5174.211426
	Iteration 24Q: 3 clusters Score -4213876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4213883.000000 Penalty: 5174.211426
	Iteration 25Q: 3 clusters Score -4213883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4213889.500000 Penalty: 5174.211426
	Iteration 26Q: 3 clusters Score -4213890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4213890.500000 Penalty: 5174.211426
	Iteration 27Q: 3 clusters Score -4213890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4213891.000000 Penalty: 5174.211426
	Iteration 28Q: 3 clusters Score -4213891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4213895.500000 Penalty: 5174.211426
	Iteration 29Q: 3 clusters Score -4213896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4213896.000000 Penalty: 5174.211426
	Iteration 30Q: 3 clusters Score -4213896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4213896.000000 Penalty: 5174.211426
	Iteration 31F: 3 clusters Score -4213896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Entering Unmasked Estep 
Score: -943168.750000 Penalty: 2234.191162
	Iteration 0F: 2 clusters Score -943168.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -936745.437500 Penalty: 4468.382324
	Iteration 0F: 3 clusters Score -936745.4 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -938568.062500 Penalty: 4468.382324
	Iteration 1F: 3 clusters Score -938568.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -938852.437500 Penalty: 4468.382324
	Iteration 2F: 3 clusters Score -938852.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -939050.250000 Penalty: 4468.382324
	Iteration 3Q: 3 clusters Score -939050.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -939226.187500 Penalty: 4468.382324
	Iteration 4Q: 3 clusters Score -939226.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -939404.937500 Penalty: 4468.382324
	Iteration 5Q: 3 clusters Score -939404.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -939649.250000 Penalty: 4468.382324
	Iteration 6Q: 3 clusters Score -939649.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -939972.187500 Penalty: 4468.382324
	Iteration 7Q: 3 clusters Score -939972.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -940381.250000 Penalty: 4468.382324
	Iteration 8F: 3 clusters Score -940381.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -940844.937500 Penalty: 4468.382324
	Iteration 9F: 3 clusters Score -940844.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -941178.500000 Penalty: 4468.382324
	Iteration 10F: 3 clusters Score -941178.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -941437.625000 Penalty: 4468.382324
	Iteration 11Q: 3 clusters Score -941437.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -941624.437500 Penalty: 4468.382324
	Iteration 12Q: 3 clusters Score -941624.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -941759.250000 Penalty: 4468.382324
	Iteration 13Q: 3 clusters Score -941759.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -941858.500000 Penalty: 4468.382324
	Iteration 14Q: 3 clusters Score -941858.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -941938.875000 Penalty: 4468.382324
	Iteration 15Q: 3 clusters Score -941938.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -942008.312500 Penalty: 4468.382324
	Iteration 16Q: 3 clusters Score -942008.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -942078.187500 Penalty: 4468.382324
	Iteration 17Q: 3 clusters Score -942078.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -942138.437500 Penalty: 4468.382324
	Iteration 18Q: 3 clusters Score -942138.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -942196.500000 Penalty: 4468.382324
	Iteration 19Q: 3 clusters Score -942196.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -942254.250000 Penalty: 4468.382324
	Iteration 20F: 3 clusters Score -942254.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -942326.187500 Penalty: 4468.382324
	Iteration 21Q: 3 clusters Score -942326.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -942419.687500 Penalty: 4468.382324
	Iteration 22Q: 3 clusters Score -942419.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -942512.750000 Penalty: 4468.382324
	Iteration 23Q: 3 clusters Score -942512.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -942600.312500 Penalty: 4468.382324
	Iteration 24Q: 3 clusters Score -942600.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -942712.312500 Penalty: 4468.382324
	Iteration 25Q: 3 clusters Score -942712.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -942812.625000 Penalty: 4468.382324
	Iteration 26Q: 3 clusters Score -942812.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -942894.375000 Penalty: 4468.382324
	Iteration 27Q: 3 clusters Score -942894.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -942955.937500 Penalty: 4468.382324
	Iteration 28Q: 3 clusters Score -942955.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -943003.562500 Penalty: 4468.382324
	Iteration 29Q: 3 clusters Score -943003.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -943034.125000 Penalty: 4468.382324
	Iteration 30Q: 3 clusters Score -943034.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -943051.250000 Penalty: 4468.382324
	Iteration 31Q: 3 clusters Score -943051.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -943066.625000 Penalty: 4468.382324
	Iteration 32Q: 3 clusters Score -943066.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -943080.125000 Penalty: 4468.382324
	Iteration 33Q: 3 clusters Score -943080.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -943087.187500 Penalty: 4468.382324
	Iteration 34Q: 3 clusters Score -943087.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -943090.750000 Penalty: 4468.382324
	Iteration 35Q: 3 clusters Score -943090.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -943098.500000 Penalty: 4468.382324
	Iteration 36Q: 3 clusters Score -943098.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -943102.500000 Penalty: 4468.382324
	Iteration 37Q: 3 clusters Score -943102.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -943103.000000 Penalty: 4468.382324
	Iteration 38Q: 3 clusters Score -943103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -943108.125000 Penalty: 4468.382324
	Iteration 39Q: 3 clusters Score -943108.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -943110.125000 Penalty: 4468.382324
	Iteration 40F: 3 clusters Score -943110.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -943114.062500 Penalty: 4468.382324
	Iteration 41Q: 3 clusters Score -943114.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -943118.937500 Penalty: 4468.382324
	Iteration 42Q: 3 clusters Score -943118.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -943120.125000 Penalty: 4468.382324
	Iteration 43Q: 3 clusters Score -943120.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -943120.875000 Penalty: 4468.382324
	Iteration 44Q: 3 clusters Score -943120.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -943123.562500 Penalty: 4468.382324
	Iteration 45Q: 3 clusters Score -943123.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -943125.437500 Penalty: 4468.382324
	Iteration 46Q: 3 clusters Score -943125.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -943126.750000 Penalty: 4468.382324
	Iteration 47Q: 3 clusters Score -943126.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -943128.437500 Penalty: 4468.382324
	Iteration 48Q: 3 clusters Score -943128.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -943130.937500 Penalty: 4468.382324
	Iteration 49Q: 3 clusters Score -943130.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -943131.562500 Penalty: 4468.382324
	Iteration 50Q: 3 clusters Score -943131.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -943132.125000 Penalty: 4468.382324
	Iteration 51Q: 3 clusters Score -943132.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -943132.312500 Penalty: 4468.382324
	Iteration 52Q: 3 clusters Score -943132.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -943133.812500 Penalty: 4468.382324
	Iteration 53Q: 3 clusters Score -943133.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -943133.937500 Penalty: 4468.382324
	Iteration 54Q: 3 clusters Score -943133.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -943134.437500 Penalty: 4468.382324
	Iteration 55Q: 3 clusters Score -943134.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -943136.125000 Penalty: 4468.382324
	Iteration 56Q: 3 clusters Score -943136.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -943136.625000 Penalty: 4468.382324
	Iteration 57Q: 3 clusters Score -943136.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -943136.062500 Penalty: 4468.382324
	Iteration 58Q: 3 clusters Score -943136.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -943138.437500 Penalty: 4468.382324
	Iteration 59Q: 3 clusters Score -943138.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -943138.312500 Penalty: 4468.382324
	Iteration 60F: 3 clusters Score -943138.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -943142.312500 Penalty: 4468.382324
	Iteration 61Q: 3 clusters Score -943142.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -943146.187500 Penalty: 4468.382324
	Iteration 62Q: 3 clusters Score -943146.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -943146.812500 Penalty: 4468.382324
	Iteration 63Q: 3 clusters Score -943146.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -943146.625000 Penalty: 4468.382324
	Iteration 64Q: 3 clusters Score -943146.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -943151.000000 Penalty: 4468.382324
	Iteration 65Q: 3 clusters Score -943151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -943150.250000 Penalty: 4468.382324
	Iteration 66Q: 3 clusters Score -943150.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -943151.375000 Penalty: 4468.382324
	Iteration 67Q: 3 clusters Score -943151.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -943151.125000 Penalty: 4468.382324
	Iteration 68Q: 3 clusters Score -943151.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -943151.125000 Penalty: 4468.382324
	Iteration 69F: 3 clusters Score -943151.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Entering Unmasked Estep 
Score: -193862.828125 Penalty: 1841.192993
	Iteration 0F: 2 clusters Score -193862.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -191493.906250 Penalty: 3682.385986
	Iteration 0F: 3 clusters Score -191493.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -191970.328125 Penalty: 3682.385986
	Iteration 1F: 3 clusters Score -191970.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -192109.328125 Penalty: 3682.385986
	Iteration 2F: 3 clusters Score -192109.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -192188.250000 Penalty: 3682.385986
	Iteration 3Q: 3 clusters Score -192188.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -192249.406250 Penalty: 3682.385986
	Iteration 4Q: 3 clusters Score -192249.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -192286.031250 Penalty: 3682.385986
	Iteration 5Q: 3 clusters Score -192286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -192309.656250 Penalty: 3682.385986
	Iteration 6Q: 3 clusters Score -192309.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -192323.296875 Penalty: 3682.385986
	Iteration 7Q: 3 clusters Score -192323.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -192337.562500 Penalty: 3682.385986
	Iteration 8Q: 3 clusters Score -192337.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -192345.265625 Penalty: 3682.385986
	Iteration 9Q: 3 clusters Score -192345.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -192353.781250 Penalty: 3682.385986
	Iteration 10Q: 3 clusters Score -192353.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -192355.546875 Penalty: 3682.385986
	Iteration 11Q: 3 clusters Score -192355.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -192356.281250 Penalty: 3682.385986
	Iteration 12Q: 3 clusters Score -192356.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -192358.125000 Penalty: 3682.385986
	Iteration 13Q: 3 clusters Score -192358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -192359.390625 Penalty: 3682.385986
	Iteration 14Q: 3 clusters Score -192359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -192360.031250 Penalty: 3682.385986
	Iteration 15Q: 3 clusters Score -192360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -192360.875000 Penalty: 3682.385986
	Iteration 16Q: 3 clusters Score -192360.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -192360.875000 Penalty: 3682.385986
	Iteration 17F: 3 clusters Score -192360.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -30551.328125 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -30551.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29313.660156 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -29313.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29558.605469 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -29558.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29739.537109 Penalty: 2861.087158
	Iteration 2F: 3 clusters Score -29739.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29794.109375 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -29794.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29838.539062 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -29838.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29860.363281 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -29860.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -29871.458984 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -29871.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -29911.478516 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -29911.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29946.240234 Penalty: 2861.087158
	Iteration 8Q: 3 clusters Score -29946.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29973.828125 Penalty: 2861.087158
	Iteration 9Q: 3 clusters Score -29973.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29995.951172 Penalty: 2861.087158
	Iteration 10Q: 3 clusters Score -29995.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29995.951172 Penalty: 2861.087158
	Iteration 11F: 3 clusters Score -29995.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Entering Unmasked Estep 
Score: -558008.187500 Penalty: 2125.071289
	Iteration 0F: 2 clusters Score -558008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -553342.375000 Penalty: 4250.142578
	Iteration 0F: 3 clusters Score -553342.4 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -554583.750000 Penalty: 4250.142578
	Iteration 1F: 3 clusters Score -554583.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -555015.062500 Penalty: 4250.142578
	Iteration 2F: 3 clusters Score -555015.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -555443.437500 Penalty: 4250.142578
	Iteration 3F: 3 clusters Score -555443.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -555803.312500 Penalty: 4250.142578
	Iteration 4F: 3 clusters Score -555803.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -556092.437500 Penalty: 4250.142578
	Iteration 5F: 3 clusters Score -556092.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -556275.687500 Penalty: 4250.142578
	Iteration 6Q: 3 clusters Score -556275.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -556415.187500 Penalty: 4250.142578
	Iteration 7Q: 3 clusters Score -556415.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -556528.500000 Penalty: 4250.142578
	Iteration 8Q: 3 clusters Score -556528.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -556607.625000 Penalty: 4250.142578
	Iteration 9Q: 3 clusters Score -556607.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -556681.625000 Penalty: 4250.142578
	Iteration 10Q: 3 clusters Score -556681.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -556761.375000 Penalty: 4250.142578
	Iteration 11Q: 3 clusters Score -556761.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -556821.812500 Penalty: 4250.142578
	Iteration 12Q: 3 clusters Score -556821.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -556874.687500 Penalty: 4250.142578
	Iteration 13Q: 3 clusters Score -556874.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -556913.687500 Penalty: 4250.142578
	Iteration 14Q: 3 clusters Score -556913.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -556947.812500 Penalty: 4250.142578
	Iteration 15Q: 3 clusters Score -556947.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -556988.187500 Penalty: 4250.142578
	Iteration 16Q: 3 clusters Score -556988.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -557034.562500 Penalty: 4250.142578
	Iteration 17Q: 3 clusters Score -557034.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -557070.125000 Penalty: 4250.142578
	Iteration 18Q: 3 clusters Score -557070.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -557097.937500 Penalty: 4250.142578
	Iteration 19Q: 3 clusters Score -557097.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -557108.687500 Penalty: 4250.142578
	Iteration 20F: 3 clusters Score -557108.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -557116.812500 Penalty: 4250.142578
	Iteration 21Q: 3 clusters Score -557116.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -557126.125000 Penalty: 4250.142578
	Iteration 22Q: 3 clusters Score -557126.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -557133.875000 Penalty: 4250.142578
	Iteration 23Q: 3 clusters Score -557133.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -557144.312500 Penalty: 4250.142578
	Iteration 24Q: 3 clusters Score -557144.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -557158.000000 Penalty: 4250.142578
	Iteration 25Q: 3 clusters Score -557158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -557167.812500 Penalty: 4250.142578
	Iteration 26Q: 3 clusters Score -557167.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -557178.000000 Penalty: 4250.142578
	Iteration 27Q: 3 clusters Score -557178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -557186.187500 Penalty: 4250.142578
	Iteration 28Q: 3 clusters Score -557186.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -557191.750000 Penalty: 4250.142578
	Iteration 29Q: 3 clusters Score -557191.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -557195.062500 Penalty: 4250.142578
	Iteration 30Q: 3 clusters Score -557195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -557197.937500 Penalty: 4250.142578
	Iteration 31Q: 3 clusters Score -557197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -557198.062500 Penalty: 4250.142578
	Iteration 32Q: 3 clusters Score -557198.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -557198.062500 Penalty: 4250.142578
	Iteration 33F: 3 clusters Score -557198.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -65736.242188 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -65736.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -64168.164062 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -64168.16 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -64360.964844 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -64360.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64416.449219 Penalty: 3166.219238
	Iteration 2Q: 3 clusters Score -64416.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -64463.957031 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -64463.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -64492.429688 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -64492.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64523.023438 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -64523.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -64546.546875 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -64546.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -64572.812500 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -64572.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64591.976562 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -64591.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64614.414062 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -64614.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -64622.054688 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -64622.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64631.132812 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -64631.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64639.074219 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -64639.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64656.769531 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -64656.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64685.300781 Penalty: 3166.219238
	Iteration 14Q: 3 clusters Score -64685.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -64764.867188 Penalty: 3166.219238
	Iteration 15Q: 3 clusters Score -64764.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64926.460938 Penalty: 3166.219238
	Iteration 16Q: 3 clusters Score -64926.46 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -65053.035156 Penalty: 3166.219238
	Iteration 17F: 3 clusters Score -65053.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -65210.652344 Penalty: 3166.219238
	Iteration 18F: 3 clusters Score -65210.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -65367.273438 Penalty: 3166.219238
	Iteration 19Q: 3 clusters Score -65367.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -65477.191406 Penalty: 3166.219238
	Iteration 20F: 3 clusters Score -65477.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -65645.554688 Penalty: 3166.219238
	Iteration 21Q: 3 clusters Score -65645.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -65708.601562 Penalty: 3166.219238
	Iteration 22Q: 3 clusters Score -65708.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -65726.281250 Penalty: 3166.219238
	Iteration 23Q: 3 clusters Score -65726.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -65738.765625 Penalty: 3166.219238
	Iteration 24Q: 3 clusters Score -65738.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -65740.187500 Penalty: 3166.219238
	Iteration 25Q: 3 clusters Score -65740.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -65740.187500 Penalty: 3166.219238
	Iteration 26F: 3 clusters Score -65740.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 393 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 199 members 
Entering Unmasked Estep 
Score: -148100992.000000 Penalty: 132266.796875
Splitting cluster 30 changes total score from -148102880.000000 to -148100992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (6186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Entering Unmasked Estep 
Score: -734474.812500 Penalty: 2165.051025
	Iteration 0F: 2 clusters Score -734474.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -729266.500000 Penalty: 4330.102051
	Iteration 0F: 3 clusters Score -729266.5 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -730653.562500 Penalty: 4330.102051
	Iteration 1F: 3 clusters Score -730653.6 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -730932.562500 Penalty: 4330.102051
	Iteration 2F: 3 clusters Score -730932.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -731126.812500 Penalty: 4330.102051
	Iteration 3F: 3 clusters Score -731126.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -731270.437500 Penalty: 4330.102051
	Iteration 4Q: 3 clusters Score -731270.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -731382.375000 Penalty: 4330.102051
	Iteration 5Q: 3 clusters Score -731382.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -731474.687500 Penalty: 4330.102051
	Iteration 6Q: 3 clusters Score -731474.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -731552.125000 Penalty: 4330.102051
	Iteration 7Q: 3 clusters Score -731552.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -731632.937500 Penalty: 4330.102051
	Iteration 8Q: 3 clusters Score -731632.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -731724.187500 Penalty: 4330.102051
	Iteration 9Q: 3 clusters Score -731724.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -731831.625000 Penalty: 4330.102051
	Iteration 10Q: 3 clusters Score -731831.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -731943.687500 Penalty: 4330.102051
	Iteration 11Q: 3 clusters Score -731943.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -732057.250000 Penalty: 4330.102051
	Iteration 12Q: 3 clusters Score -732057.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -732160.812500 Penalty: 4330.102051
	Iteration 13Q: 3 clusters Score -732160.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -732276.937500 Penalty: 4330.102051
	Iteration 14Q: 3 clusters Score -732276.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -732392.062500 Penalty: 4330.102051
	Iteration 15Q: 3 clusters Score -732392.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -732498.375000 Penalty: 4330.102051
	Iteration 16Q: 3 clusters Score -732498.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -732580.312500 Penalty: 4330.102051
	Iteration 17Q: 3 clusters Score -732580.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -732653.062500 Penalty: 4330.102051
	Iteration 18Q: 3 clusters Score -732653.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -732710.500000 Penalty: 4330.102051
	Iteration 19Q: 3 clusters Score -732710.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -732754.437500 Penalty: 4330.102051
	Iteration 20F: 3 clusters Score -732754.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -732782.062500 Penalty: 4330.102051
	Iteration 21Q: 3 clusters Score -732782.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -732810.500000 Penalty: 4330.102051
	Iteration 22Q: 3 clusters Score -732810.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -732836.062500 Penalty: 4330.102051
	Iteration 23Q: 3 clusters Score -732836.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -732848.625000 Penalty: 4330.102051
	Iteration 24Q: 3 clusters Score -732848.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -732858.375000 Penalty: 4330.102051
	Iteration 25Q: 3 clusters Score -732858.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -732870.000000 Penalty: 4330.102051
	Iteration 26Q: 3 clusters Score -732870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -732874.812500 Penalty: 4330.102051
	Iteration 27Q: 3 clusters Score -732874.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -732880.625000 Penalty: 4330.102051
	Iteration 28Q: 3 clusters Score -732880.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -732883.812500 Penalty: 4330.102051
	Iteration 29Q: 3 clusters Score -732883.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -732886.750000 Penalty: 4330.102051
	Iteration 30Q: 3 clusters Score -732886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -732889.375000 Penalty: 4330.102051
	Iteration 31Q: 3 clusters Score -732889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -732889.687500 Penalty: 4330.102051
	Iteration 32Q: 3 clusters Score -732889.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -732889.687500 Penalty: 4330.102051
	Iteration 33F: 3 clusters Score -732889.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Entering Unmasked Estep 
Score: -334434.062500 Penalty: 1975.024414
	Iteration 0F: 2 clusters Score -334434.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -331252.625000 Penalty: 3950.048828
	Iteration 0F: 3 clusters Score -331252.6 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -331858.593750 Penalty: 3950.048828
	Iteration 1F: 3 clusters Score -331858.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -332036.218750 Penalty: 3950.048828
	Iteration 2F: 3 clusters Score -332036.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -332139.000000 Penalty: 3950.048828
	Iteration 3Q: 3 clusters Score -332139 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -332221.656250 Penalty: 3950.048828
	Iteration 4Q: 3 clusters Score -332221.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -332299.156250 Penalty: 3950.048828
	Iteration 5Q: 3 clusters Score -332299.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -332379.218750 Penalty: 3950.048828
	Iteration 6Q: 3 clusters Score -332379.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -332463.843750 Penalty: 3950.048828
	Iteration 7Q: 3 clusters Score -332463.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -332533.125000 Penalty: 3950.048828
	Iteration 8Q: 3 clusters Score -332533.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -332600.562500 Penalty: 3950.048828
	Iteration 9Q: 3 clusters Score -332600.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -332666.093750 Penalty: 3950.048828
	Iteration 10Q: 3 clusters Score -332666.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -332707.562500 Penalty: 3950.048828
	Iteration 11Q: 3 clusters Score -332707.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -332741.968750 Penalty: 3950.048828
	Iteration 12Q: 3 clusters Score -332742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -332780.437500 Penalty: 3950.048828
	Iteration 13Q: 3 clusters Score -332780.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -332813.375000 Penalty: 3950.048828
	Iteration 14Q: 3 clusters Score -332813.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -332844.906250 Penalty: 3950.048828
	Iteration 15Q: 3 clusters Score -332844.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -332864.968750 Penalty: 3950.048828
	Iteration 16Q: 3 clusters Score -332865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -332880.625000 Penalty: 3950.048828
	Iteration 17Q: 3 clusters Score -332880.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -332898.000000 Penalty: 3950.048828
	Iteration 18Q: 3 clusters Score -332898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -332914.968750 Penalty: 3950.048828
	Iteration 19Q: 3 clusters Score -332915 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -332934.687500 Penalty: 3950.048828
	Iteration 20F: 3 clusters Score -332934.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -332953.125000 Penalty: 3950.048828
	Iteration 21Q: 3 clusters Score -332953.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -332974.250000 Penalty: 3950.048828
	Iteration 22Q: 3 clusters Score -332974.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -332988.218750 Penalty: 3950.048828
	Iteration 23Q: 3 clusters Score -332988.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -332996.718750 Penalty: 3950.048828
	Iteration 24Q: 3 clusters Score -332996.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -333006.406250 Penalty: 3950.048828
	Iteration 25Q: 3 clusters Score -333006.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -333014.062500 Penalty: 3950.048828
	Iteration 26Q: 3 clusters Score -333014.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -333016.406250 Penalty: 3950.048828
	Iteration 27Q: 3 clusters Score -333016.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -333017.187500 Penalty: 3950.048828
	Iteration 28Q: 3 clusters Score -333017.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -333018.031250 Penalty: 3950.048828
	Iteration 29Q: 3 clusters Score -333018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -333018.250000 Penalty: 3950.048828
	Iteration 30Q: 3 clusters Score -333018.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -333018.750000 Penalty: 3950.048828
	Iteration 31Q: 3 clusters Score -333018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -333018.656250 Penalty: 3950.048828
	Iteration 32Q: 3 clusters Score -333018.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -333019.750000 Penalty: 3950.048828
	Iteration 33Q: 3 clusters Score -333019.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -333019.750000 Penalty: 3950.048828
	Iteration 34F: 3 clusters Score -333019.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -154235.718750 Penalty: 1772.789795
	Iteration 0F: 2 clusters Score -154235.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -152091.500000 Penalty: 3545.579590
	Iteration 0F: 3 clusters Score -152091.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -152457.140625 Penalty: 3545.579590
	Iteration 1F: 3 clusters Score -152457.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -152547.875000 Penalty: 3545.579590
	Iteration 2F: 3 clusters Score -152547.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -152593.109375 Penalty: 3545.579590
	Iteration 3Q: 3 clusters Score -152593.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -152622.296875 Penalty: 3545.579590
	Iteration 4Q: 3 clusters Score -152622.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -152649.953125 Penalty: 3545.579590
	Iteration 5Q: 3 clusters Score -152650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -152678.546875 Penalty: 3545.579590
	Iteration 6Q: 3 clusters Score -152678.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -152732.015625 Penalty: 3545.579590
	Iteration 7Q: 3 clusters Score -152732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -152820.500000 Penalty: 3545.579590
	Iteration 8Q: 3 clusters Score -152820.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -152968.140625 Penalty: 3545.579590
	Iteration 9Q: 3 clusters Score -152968.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -153241.531250 Penalty: 3545.579590
	Iteration 10Q: 3 clusters Score -153241.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -153454.703125 Penalty: 3545.579590
	Iteration 11Q: 3 clusters Score -153454.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -153728.531250 Penalty: 3545.579590
	Iteration 12F: 3 clusters Score -153728.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -153908.718750 Penalty: 3545.579590
	Iteration 13F: 3 clusters Score -153908.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -154058.031250 Penalty: 3545.579590
	Iteration 14Q: 3 clusters Score -154058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -154143.015625 Penalty: 3545.579590
	Iteration 15Q: 3 clusters Score -154143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -154174.703125 Penalty: 3545.579590
	Iteration 16Q: 3 clusters Score -154174.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -154210.671875 Penalty: 3545.579590
	Iteration 17Q: 3 clusters Score -154210.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -154230.187500 Penalty: 3545.579590
	Iteration 18Q: 3 clusters Score -154230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -154233.343750 Penalty: 3545.579590
	Iteration 19Q: 3 clusters Score -154233.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -154233.343750 Penalty: 3545.579590
	Iteration 20F: 3 clusters Score -154233.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -69284.062500 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -69284.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -67611.289062 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -67611.29 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67835.664062 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -67835.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67901.359375 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -67901.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -67952.500000 Penalty: 3214.862061
	Iteration 3Q: 3 clusters Score -67952.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67998.593750 Penalty: 3214.862061
	Iteration 4Q: 3 clusters Score -67998.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68032.695312 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -68032.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68051.929688 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -68051.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68066.601562 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -68066.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68080.195312 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -68080.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68102.140625 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -68102.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68124.164062 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -68124.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68144.570312 Penalty: 3214.862061
	Iteration 11Q: 3 clusters Score -68144.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68153.898438 Penalty: 3214.862061
	Iteration 12Q: 3 clusters Score -68153.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68162.312500 Penalty: 3214.862061
	Iteration 13Q: 3 clusters Score -68162.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68164.867188 Penalty: 3214.862061
	Iteration 14Q: 3 clusters Score -68164.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -68172.960938 Penalty: 3214.862061
	Iteration 15Q: 3 clusters Score -68172.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68184.500000 Penalty: 3214.862061
	Iteration 16Q: 3 clusters Score -68184.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68196.296875 Penalty: 3214.862061
	Iteration 17Q: 3 clusters Score -68196.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68208.085938 Penalty: 3214.862061
	Iteration 18Q: 3 clusters Score -68208.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -68211.281250 Penalty: 3214.862061
	Iteration 19Q: 3 clusters Score -68211.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -68213.101562 Penalty: 3214.862061
	Iteration 20F: 3 clusters Score -68213.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68218.515625 Penalty: 3214.862061
	Iteration 21Q: 3 clusters Score -68218.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68218.515625 Penalty: 3214.862061
	Iteration 22F: 3 clusters Score -68218.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -34905.664062 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -34905.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -33617.785156 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -33617.79 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33890.750000 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -33890.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -34153.304688 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -34153.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -34626.992188 Penalty: 3044.312744
	Iteration 3F: 3 clusters Score -34626.99 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -34910.863281 Penalty: 3044.312744
	Iteration 4F: 3 clusters Score -34910.86 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -35141.902344 Penalty: 3044.312744
	Iteration 5F: 3 clusters Score -35141.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -35299.042969 Penalty: 3044.312744
	Iteration 6F: 3 clusters Score -35299.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -35358.671875 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -35358.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -35397.375000 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -35397.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -35404.269531 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -35404.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -35404.269531 Penalty: 3044.312744
	Iteration 10F: 3 clusters Score -35404.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 100 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 363 members 
Entering Unmasked Estep 
Score: -148101312.000000 Penalty: 132266.796875
Splitting cluster 35 changes total score from -148102880.000000 to -148101312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -44007.359375 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -44007.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -42608.410156 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -42608.41 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42781.121094 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -42781.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42862.312500 Penalty: 2998.322754
	Iteration 2Q: 3 clusters Score -42862.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42878.933594 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -42878.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42878.933594 Penalty: 2998.322754
	Iteration 4F: 3 clusters Score -42878.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -42576.285156 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -42576.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41215.601562 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -41215.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41431.863281 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -41431.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41512.667969 Penalty: 2970.524658
	Iteration 2F: 3 clusters Score -41512.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41558.207031 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -41558.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41591.722656 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -41591.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41623.167969 Penalty: 2970.524658
	Iteration 5Q: 3 clusters Score -41623.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -41659.265625 Penalty: 2970.524658
	Iteration 6Q: 3 clusters Score -41659.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41704.957031 Penalty: 2970.524658
	Iteration 7Q: 3 clusters Score -41704.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41837.898438 Penalty: 2970.524658
	Iteration 8Q: 3 clusters Score -41837.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41876.250000 Penalty: 2970.524658
	Iteration 9Q: 3 clusters Score -41876.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -41947.300781 Penalty: 2970.524658
	Iteration 10Q: 3 clusters Score -41947.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -41978.410156 Penalty: 2970.524658
	Iteration 11Q: 3 clusters Score -41978.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42000.687500 Penalty: 2970.524658
	Iteration 12Q: 3 clusters Score -42000.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42053.312500 Penalty: 2970.524658
	Iteration 13Q: 3 clusters Score -42053.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42130.792969 Penalty: 2970.524658
	Iteration 14Q: 3 clusters Score -42130.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42170.316406 Penalty: 2970.524658
	Iteration 15Q: 3 clusters Score -42170.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42211.597656 Penalty: 2970.524658
	Iteration 16Q: 3 clusters Score -42211.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42242.960938 Penalty: 2970.524658
	Iteration 17Q: 3 clusters Score -42242.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42292.843750 Penalty: 2970.524658
	Iteration 18Q: 3 clusters Score -42292.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42321.988281 Penalty: 2970.524658
	Iteration 19Q: 3 clusters Score -42321.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42383.257812 Penalty: 2970.524658
	Iteration 20F: 3 clusters Score -42383.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 663 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 463 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148103088.000000 Penalty: 128786.093750
Iteration 239F: 38 clusters Score -1.481031e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 666 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 467 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148103264.000000 Penalty: 128786.093750
Iteration 240F: 38 clusters Score -1.481033e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 671 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 467 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148103184.000000 Penalty: 128786.093750
Iteration 241Q: 38 clusters Score -1.481032e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 674 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 422 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148103184.000000 Penalty: 128786.093750
Iteration 242Q: 38 clusters Score -1.481032e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 675 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148103216.000000 Penalty: 128786.093750
Iteration 243Q: 38 clusters Score -1.481032e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 675 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 465 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148103232.000000 Penalty: 128786.093750
Iteration 244F: 38 clusters Score -1.481032e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 678 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 464 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148103264.000000 Penalty: 128786.093750
Iteration 245Q: 38 clusters Score -1.481033e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 682 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 461 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148103296.000000 Penalty: 128786.093750
Iteration 246Q: 38 clusters Score -1.481033e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 683 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148103296.000000 Penalty: 128786.093750
Iteration 247Q: 38 clusters Score -1.481033e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 683 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 460 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148103328.000000 Penalty: 128786.093750
Iteration 248F: 38 clusters Score -1.481033e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 687 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 457 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148103344.000000 Penalty: 128786.093750
Iteration 249Q: 38 clusters Score -1.481033e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 693 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 451 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148103360.000000 Penalty: 128786.093750
Iteration 250Q: 38 clusters Score -1.481034e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 448 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148103424.000000 Penalty: 128786.093750
Iteration 251Q: 38 clusters Score -1.481034e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 449 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148103456.000000 Penalty: 128786.093750
Iteration 252Q: 38 clusters Score -1.481035e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 449 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148103488.000000 Penalty: 128786.093750
Iteration 253F: 38 clusters Score -1.481035e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 700 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 445 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148103520.000000 Penalty: 128786.093750
Iteration 254Q: 38 clusters Score -1.481035e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 444 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148103520.000000 Penalty: 128786.093750
Iteration 255Q: 38 clusters Score -1.481035e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 444 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148103520.000000 Penalty: 128786.093750
Iteration 256F: 38 clusters Score -1.481035e+08 nChanged 0
Entering ConstructFrom: 
Score: -148103520.000000 Penalty: 128786.093750
Entering ConstructFrom: 
Trying to split cluster 1 (14987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Entering Unmasked Estep 
Score: -1772526.000000 Penalty: 2384.504883
	Iteration 0F: 2 clusters Score -1772526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1761686.875000 Penalty: 4769.009766
	Iteration 0F: 3 clusters Score -1761687 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1765007.875000 Penalty: 4769.009766
	Iteration 1F: 3 clusters Score -1765008 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1765357.000000 Penalty: 4769.009766
	Iteration 2F: 3 clusters Score -1765357 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1765653.625000 Penalty: 4769.009766
	Iteration 3Q: 3 clusters Score -1765654 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1765912.375000 Penalty: 4769.009766
	Iteration 4Q: 3 clusters Score -1765912 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1766163.625000 Penalty: 4769.009766
	Iteration 5Q: 3 clusters Score -1766164 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1766446.750000 Penalty: 4769.009766
	Iteration 6Q: 3 clusters Score -1766447 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1766756.750000 Penalty: 4769.009766
	Iteration 7Q: 3 clusters Score -1766757 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1767108.625000 Penalty: 4769.009766
	Iteration 8Q: 3 clusters Score -1767109 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1767452.000000 Penalty: 4769.009766
	Iteration 9Q: 3 clusters Score -1767452 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1767798.000000 Penalty: 4769.009766
	Iteration 10Q: 3 clusters Score -1767798 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1768177.125000 Penalty: 4769.009766
	Iteration 11Q: 3 clusters Score -1768177 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1768540.000000 Penalty: 4769.009766
	Iteration 12Q: 3 clusters Score -1768540 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1768873.625000 Penalty: 4769.009766
	Iteration 13Q: 3 clusters Score -1768874 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1769187.000000 Penalty: 4769.009766
	Iteration 14Q: 3 clusters Score -1769187 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1769454.875000 Penalty: 4769.009766
	Iteration 15Q: 3 clusters Score -1769455 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1769688.250000 Penalty: 4769.009766
	Iteration 16Q: 3 clusters Score -1769688 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1769868.375000 Penalty: 4769.009766
	Iteration 17Q: 3 clusters Score -1769868 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1770014.875000 Penalty: 4769.009766
	Iteration 18Q: 3 clusters Score -1770015 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1770142.125000 Penalty: 4769.009766
	Iteration 19Q: 3 clusters Score -1770142 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1770221.125000 Penalty: 4769.009766
	Iteration 20F: 3 clusters Score -1770221 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1770278.875000 Penalty: 4769.009766
	Iteration 21Q: 3 clusters Score -1770279 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1770337.375000 Penalty: 4769.009766
	Iteration 22Q: 3 clusters Score -1770337 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1770376.375000 Penalty: 4769.009766
	Iteration 23Q: 3 clusters Score -1770376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1770409.625000 Penalty: 4769.009766
	Iteration 24Q: 3 clusters Score -1770410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1770444.875000 Penalty: 4769.009766
	Iteration 25Q: 3 clusters Score -1770445 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1770482.875000 Penalty: 4769.009766
	Iteration 26Q: 3 clusters Score -1770483 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1770509.625000 Penalty: 4769.009766
	Iteration 27Q: 3 clusters Score -1770510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1770526.000000 Penalty: 4769.009766
	Iteration 28Q: 3 clusters Score -1770526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1770535.625000 Penalty: 4769.009766
	Iteration 29Q: 3 clusters Score -1770536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1770547.000000 Penalty: 4769.009766
	Iteration 30Q: 3 clusters Score -1770547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1770552.000000 Penalty: 4769.009766
	Iteration 31Q: 3 clusters Score -1770552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1770558.750000 Penalty: 4769.009766
	Iteration 32Q: 3 clusters Score -1770559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1770566.125000 Penalty: 4769.009766
	Iteration 33Q: 3 clusters Score -1770566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1770567.500000 Penalty: 4769.009766
	Iteration 34Q: 3 clusters Score -1770568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1770569.375000 Penalty: 4769.009766
	Iteration 35Q: 3 clusters Score -1770569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1770566.875000 Penalty: 4769.009766
	Iteration 36Q: 3 clusters Score -1770567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1770567.875000 Penalty: 4769.009766
	Iteration 37Q: 3 clusters Score -1770568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1770566.375000 Penalty: 4769.009766
	Iteration 38Q: 3 clusters Score -1770566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1770567.750000 Penalty: 4769.009766
	Iteration 39Q: 3 clusters Score -1770568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1770570.375000 Penalty: 4769.009766
	Iteration 40F: 3 clusters Score -1770570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1770570.375000 Penalty: 4769.009766
	Iteration 41Q: 3 clusters Score -1770570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1770571.125000 Penalty: 4769.009766
	Iteration 42Q: 3 clusters Score -1770571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1770571.125000 Penalty: 4769.009766
	Iteration 43F: 3 clusters Score -1770571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Entering Unmasked Estep 
Score: -231276.093750 Penalty: 1879.126221
	Iteration 0F: 2 clusters Score -231276.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -228650.171875 Penalty: 3758.252441
	Iteration 0F: 3 clusters Score -228650.2 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -229125.187500 Penalty: 3758.252441
	Iteration 1F: 3 clusters Score -229125.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -229270.343750 Penalty: 3758.252441
	Iteration 2F: 3 clusters Score -229270.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -229330.046875 Penalty: 3758.252441
	Iteration 3Q: 3 clusters Score -229330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -229382.296875 Penalty: 3758.252441
	Iteration 4Q: 3 clusters Score -229382.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -229421.453125 Penalty: 3758.252441
	Iteration 5Q: 3 clusters Score -229421.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -229441.906250 Penalty: 3758.252441
	Iteration 6Q: 3 clusters Score -229441.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -229456.500000 Penalty: 3758.252441
	Iteration 7Q: 3 clusters Score -229456.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -229471.984375 Penalty: 3758.252441
	Iteration 8Q: 3 clusters Score -229472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -229485.156250 Penalty: 3758.252441
	Iteration 9Q: 3 clusters Score -229485.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -229494.531250 Penalty: 3758.252441
	Iteration 10Q: 3 clusters Score -229494.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -229507.203125 Penalty: 3758.252441
	Iteration 11Q: 3 clusters Score -229507.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -229518.109375 Penalty: 3758.252441
	Iteration 12Q: 3 clusters Score -229518.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -229527.765625 Penalty: 3758.252441
	Iteration 13Q: 3 clusters Score -229527.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -229533.093750 Penalty: 3758.252441
	Iteration 14Q: 3 clusters Score -229533.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -229538.296875 Penalty: 3758.252441
	Iteration 15Q: 3 clusters Score -229538.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -229545.468750 Penalty: 3758.252441
	Iteration 16Q: 3 clusters Score -229545.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -229549.031250 Penalty: 3758.252441
	Iteration 17Q: 3 clusters Score -229549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -229552.750000 Penalty: 3758.252441
	Iteration 18Q: 3 clusters Score -229552.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -229554.343750 Penalty: 3758.252441
	Iteration 19Q: 3 clusters Score -229554.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -229555.078125 Penalty: 3758.252441
	Iteration 20F: 3 clusters Score -229555.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -229555.796875 Penalty: 3758.252441
	Iteration 21Q: 3 clusters Score -229555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -229556.187500 Penalty: 3758.252441
	Iteration 22Q: 3 clusters Score -229556.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -229557.046875 Penalty: 3758.252441
	Iteration 23Q: 3 clusters Score -229557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -229558.953125 Penalty: 3758.252441
	Iteration 24Q: 3 clusters Score -229559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -229562.765625 Penalty: 3758.252441
	Iteration 25Q: 3 clusters Score -229562.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -229564.156250 Penalty: 3758.252441
	Iteration 26Q: 3 clusters Score -229564.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -229564.671875 Penalty: 3758.252441
	Iteration 27Q: 3 clusters Score -229564.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -229566.375000 Penalty: 3758.252441
	Iteration 28Q: 3 clusters Score -229566.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -229566.375000 Penalty: 3758.252441
	Iteration 29F: 3 clusters Score -229566.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Entering Unmasked Estep 
Score: -2982156.250000 Penalty: 2510.291016
	Iteration 0F: 2 clusters Score -2982156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2964966.750000 Penalty: 5020.582031
	Iteration 0F: 3 clusters Score -2964967 nChanged 11060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2970888.000000 Penalty: 5020.582031
	Iteration 1F: 3 clusters Score -2970888 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2971391.750000 Penalty: 5020.582031
	Iteration 2F: 3 clusters Score -2971392 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2971942.250000 Penalty: 5020.582031
	Iteration 3Q: 3 clusters Score -2971942 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2972611.000000 Penalty: 5020.582031
	Iteration 4F: 3 clusters Score -2972611 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2973611.500000 Penalty: 5020.582031
	Iteration 5F: 3 clusters Score -2973612 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2974890.000000 Penalty: 5020.582031
	Iteration 6F: 3 clusters Score -2974890 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2976225.750000 Penalty: 5020.582031
	Iteration 7F: 3 clusters Score -2976226 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2977538.250000 Penalty: 5020.582031
	Iteration 8F: 3 clusters Score -2977538 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2978632.750000 Penalty: 5020.582031
	Iteration 9Q: 3 clusters Score -2978633 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2979425.250000 Penalty: 5020.582031
	Iteration 10Q: 3 clusters Score -2979425 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2979895.250000 Penalty: 5020.582031
	Iteration 11Q: 3 clusters Score -2979895 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2980122.750000 Penalty: 5020.582031
	Iteration 12Q: 3 clusters Score -2980123 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2980268.750000 Penalty: 5020.582031
	Iteration 13Q: 3 clusters Score -2980269 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2980352.250000 Penalty: 5020.582031
	Iteration 14Q: 3 clusters Score -2980352 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2980397.250000 Penalty: 5020.582031
	Iteration 15Q: 3 clusters Score -2980397 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2980432.750000 Penalty: 5020.582031
	Iteration 16Q: 3 clusters Score -2980433 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -2980463.000000 Penalty: 5020.582031
	Iteration 17Q: 3 clusters Score -2980463 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2980476.000000 Penalty: 5020.582031
	Iteration 18Q: 3 clusters Score -2980476 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2980492.500000 Penalty: 5020.582031
	Iteration 19Q: 3 clusters Score -2980492 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2980508.000000 Penalty: 5020.582031
	Iteration 20F: 3 clusters Score -2980508 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2980504.250000 Penalty: 5020.582031
	Iteration 21Q: 3 clusters Score -2980504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -2980512.000000 Penalty: 5020.582031
	Iteration 22Q: 3 clusters Score -2980512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2980525.500000 Penalty: 5020.582031
	Iteration 23Q: 3 clusters Score -2980526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2980526.500000 Penalty: 5020.582031
	Iteration 24Q: 3 clusters Score -2980526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2980525.750000 Penalty: 5020.582031
	Iteration 25Q: 3 clusters Score -2980526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2980527.000000 Penalty: 5020.582031
	Iteration 26Q: 3 clusters Score -2980527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2980519.500000 Penalty: 5020.582031
	Iteration 27Q: 3 clusters Score -2980520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2980531.500000 Penalty: 5020.582031
	Iteration 28Q: 3 clusters Score -2980532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2980532.750000 Penalty: 5020.582031
	Iteration 29Q: 3 clusters Score -2980533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2980532.000000 Penalty: 5020.582031
	Iteration 30Q: 3 clusters Score -2980532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2980535.250000 Penalty: 5020.582031
	Iteration 31Q: 3 clusters Score -2980535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2980533.250000 Penalty: 5020.582031
	Iteration 32Q: 3 clusters Score -2980533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2980535.500000 Penalty: 5020.582031
	Iteration 33Q: 3 clusters Score -2980536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2980535.250000 Penalty: 5020.582031
	Iteration 34Q: 3 clusters Score -2980535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2980536.250000 Penalty: 5020.582031
	Iteration 35Q: 3 clusters Score -2980536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2980536.750000 Penalty: 5020.582031
	Iteration 36Q: 3 clusters Score -2980537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2980535.750000 Penalty: 5020.582031
	Iteration 37Q: 3 clusters Score -2980536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2980533.750000 Penalty: 5020.582031
	Iteration 38Q: 3 clusters Score -2980534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -2980533.250000 Penalty: 5020.582031
	Iteration 39Q: 3 clusters Score -2980533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2980538.250000 Penalty: 5020.582031
	Iteration 40F: 3 clusters Score -2980538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -2980539.750000 Penalty: 5020.582031
	Iteration 41Q: 3 clusters Score -2980540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2980538.000000 Penalty: 5020.582031
	Iteration 42Q: 3 clusters Score -2980538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2980538.000000 Penalty: 5020.582031
	Iteration 43F: 3 clusters Score -2980538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Entering Unmasked Estep 
Score: -807123.562500 Penalty: 2191.023926
	Iteration 0F: 2 clusters Score -807123.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -801508.312500 Penalty: 4382.047852
	Iteration 0F: 3 clusters Score -801508.3 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -802975.562500 Penalty: 4382.047852
	Iteration 1F: 3 clusters Score -802975.6 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -803330.625000 Penalty: 4382.047852
	Iteration 2F: 3 clusters Score -803330.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -803719.812500 Penalty: 4382.047852
	Iteration 3F: 3 clusters Score -803719.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -804081.125000 Penalty: 4382.047852
	Iteration 4F: 3 clusters Score -804081.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -804439.000000 Penalty: 4382.047852
	Iteration 5F: 3 clusters Score -804439 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -804793.687500 Penalty: 4382.047852
	Iteration 6F: 3 clusters Score -804793.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -805160.687500 Penalty: 4382.047852
	Iteration 7F: 3 clusters Score -805160.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -805458.187500 Penalty: 4382.047852
	Iteration 8F: 3 clusters Score -805458.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -805664.750000 Penalty: 4382.047852
	Iteration 9Q: 3 clusters Score -805664.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -805798.875000 Penalty: 4382.047852
	Iteration 10Q: 3 clusters Score -805798.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -805888.312500 Penalty: 4382.047852
	Iteration 11Q: 3 clusters Score -805888.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -805939.500000 Penalty: 4382.047852
	Iteration 12Q: 3 clusters Score -805939.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -805968.750000 Penalty: 4382.047852
	Iteration 13Q: 3 clusters Score -805968.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -805988.875000 Penalty: 4382.047852
	Iteration 14Q: 3 clusters Score -805988.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -806008.625000 Penalty: 4382.047852
	Iteration 15Q: 3 clusters Score -806008.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -806023.812500 Penalty: 4382.047852
	Iteration 16Q: 3 clusters Score -806023.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -806035.562500 Penalty: 4382.047852
	Iteration 17Q: 3 clusters Score -806035.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -806046.000000 Penalty: 4382.047852
	Iteration 18Q: 3 clusters Score -806046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -806055.500000 Penalty: 4382.047852
	Iteration 19Q: 3 clusters Score -806055.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -806067.000000 Penalty: 4382.047852
	Iteration 20F: 3 clusters Score -806067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -806072.062500 Penalty: 4382.047852
	Iteration 21Q: 3 clusters Score -806072.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -806078.500000 Penalty: 4382.047852
	Iteration 22Q: 3 clusters Score -806078.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -806083.125000 Penalty: 4382.047852
	Iteration 23Q: 3 clusters Score -806083.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -806091.500000 Penalty: 4382.047852
	Iteration 24Q: 3 clusters Score -806091.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -806097.750000 Penalty: 4382.047852
	Iteration 25Q: 3 clusters Score -806097.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -806102.562500 Penalty: 4382.047852
	Iteration 26Q: 3 clusters Score -806102.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -806107.062500 Penalty: 4382.047852
	Iteration 27Q: 3 clusters Score -806107.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -806112.312500 Penalty: 4382.047852
	Iteration 28Q: 3 clusters Score -806112.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -806112.750000 Penalty: 4382.047852
	Iteration 29Q: 3 clusters Score -806112.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -806115.500000 Penalty: 4382.047852
	Iteration 30Q: 3 clusters Score -806115.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -806117.875000 Penalty: 4382.047852
	Iteration 31Q: 3 clusters Score -806117.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -806119.250000 Penalty: 4382.047852
	Iteration 32Q: 3 clusters Score -806119.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -806119.687500 Penalty: 4382.047852
	Iteration 33Q: 3 clusters Score -806119.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -806120.812500 Penalty: 4382.047852
	Iteration 34Q: 3 clusters Score -806120.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -806120.750000 Penalty: 4382.047852
	Iteration 35Q: 3 clusters Score -806120.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -806121.875000 Penalty: 4382.047852
	Iteration 36Q: 3 clusters Score -806121.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -806121.812500 Penalty: 4382.047852
	Iteration 37Q: 3 clusters Score -806121.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -806122.250000 Penalty: 4382.047852
	Iteration 38Q: 3 clusters Score -806122.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -806124.062500 Penalty: 4382.047852
	Iteration 39Q: 3 clusters Score -806124.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -806123.687500 Penalty: 4382.047852
	Iteration 40F: 3 clusters Score -806123.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -806123.437500 Penalty: 4382.047852
	Iteration 41Q: 3 clusters Score -806123.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -806123.687500 Penalty: 4382.047852
	Iteration 42Q: 3 clusters Score -806123.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -806125.500000 Penalty: 4382.047852
	Iteration 43Q: 3 clusters Score -806125.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -806125.500000 Penalty: 4382.047852
	Iteration 44F: 3 clusters Score -806125.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Entering Unmasked Estep 
Score: -952949.187500 Penalty: 2231.783203
	Iteration 0F: 2 clusters Score -952949.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -946532.125000 Penalty: 4463.566406
	Iteration 0F: 3 clusters Score -946532.1 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -948370.000000 Penalty: 4463.566406
	Iteration 1F: 3 clusters Score -948370 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -948770.000000 Penalty: 4463.566406
	Iteration 2F: 3 clusters Score -948770 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -949134.187500 Penalty: 4463.566406
	Iteration 3F: 3 clusters Score -949134.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -949484.125000 Penalty: 4463.566406
	Iteration 4F: 3 clusters Score -949484.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -949801.500000 Penalty: 4463.566406
	Iteration 5F: 3 clusters Score -949801.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -950038.125000 Penalty: 4463.566406
	Iteration 6Q: 3 clusters Score -950038.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -950272.000000 Penalty: 4463.566406
	Iteration 7Q: 3 clusters Score -950272 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -950500.437500 Penalty: 4463.566406
	Iteration 8Q: 3 clusters Score -950500.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -950724.812500 Penalty: 4463.566406
	Iteration 9Q: 3 clusters Score -950724.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -950927.687500 Penalty: 4463.566406
	Iteration 10Q: 3 clusters Score -950927.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -951181.687500 Penalty: 4463.566406
	Iteration 11Q: 3 clusters Score -951181.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -951536.687500 Penalty: 4463.566406
	Iteration 12Q: 3 clusters Score -951536.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -951798.312500 Penalty: 4463.566406
	Iteration 13Q: 3 clusters Score -951798.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -951921.562500 Penalty: 4463.566406
	Iteration 14Q: 3 clusters Score -951921.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -951985.562500 Penalty: 4463.566406
	Iteration 15Q: 3 clusters Score -951985.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -952032.437500 Penalty: 4463.566406
	Iteration 16Q: 3 clusters Score -952032.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -952073.812500 Penalty: 4463.566406
	Iteration 17Q: 3 clusters Score -952073.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -952106.562500 Penalty: 4463.566406
	Iteration 18Q: 3 clusters Score -952106.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -952130.062500 Penalty: 4463.566406
	Iteration 19Q: 3 clusters Score -952130.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -952143.250000 Penalty: 4463.566406
	Iteration 20F: 3 clusters Score -952143.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -952155.125000 Penalty: 4463.566406
	Iteration 21Q: 3 clusters Score -952155.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -952167.750000 Penalty: 4463.566406
	Iteration 22Q: 3 clusters Score -952167.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -952177.750000 Penalty: 4463.566406
	Iteration 23Q: 3 clusters Score -952177.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -952181.250000 Penalty: 4463.566406
	Iteration 24Q: 3 clusters Score -952181.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -952189.375000 Penalty: 4463.566406
	Iteration 25Q: 3 clusters Score -952189.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -952200.187500 Penalty: 4463.566406
	Iteration 26Q: 3 clusters Score -952200.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -952206.187500 Penalty: 4463.566406
	Iteration 27Q: 3 clusters Score -952206.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -952211.875000 Penalty: 4463.566406
	Iteration 28Q: 3 clusters Score -952211.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -952214.937500 Penalty: 4463.566406
	Iteration 29Q: 3 clusters Score -952214.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -952220.375000 Penalty: 4463.566406
	Iteration 30Q: 3 clusters Score -952220.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -952221.812500 Penalty: 4463.566406
	Iteration 31Q: 3 clusters Score -952221.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -952225.062500 Penalty: 4463.566406
	Iteration 32Q: 3 clusters Score -952225.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -952226.500000 Penalty: 4463.566406
	Iteration 33Q: 3 clusters Score -952226.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -952227.250000 Penalty: 4463.566406
	Iteration 34Q: 3 clusters Score -952227.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -952231.875000 Penalty: 4463.566406
	Iteration 35Q: 3 clusters Score -952231.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -952234.750000 Penalty: 4463.566406
	Iteration 36Q: 3 clusters Score -952234.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -952238.750000 Penalty: 4463.566406
	Iteration 37Q: 3 clusters Score -952238.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -952240.562500 Penalty: 4463.566406
	Iteration 38Q: 3 clusters Score -952240.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -952244.250000 Penalty: 4463.566406
	Iteration 39Q: 3 clusters Score -952244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -952243.625000 Penalty: 4463.566406
	Iteration 40F: 3 clusters Score -952243.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -952247.375000 Penalty: 4463.566406
	Iteration 41Q: 3 clusters Score -952247.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -952246.375000 Penalty: 4463.566406
	Iteration 42Q: 3 clusters Score -952246.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -952246.375000 Penalty: 4463.566406
	Iteration 43F: 3 clusters Score -952246.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (197465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197465 members 
Entering Unmasked Estep 
Score: -23864652.000000 Penalty: 3023.942383
	Iteration 0F: 2 clusters Score -2.386465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99031 members 
Mstep: Class 2 contains 98434 members 
Entering Unmasked Estep 
Score: -23734048.000000 Penalty: 6047.884766
	Iteration 0F: 3 clusters Score -2.373405e+07 nChanged 94953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102782 members 
Mstep: Class 2 contains 94683 members 
Entering Unmasked Estep 
Score: -23789158.000000 Penalty: 6047.884766
	Iteration 1F: 3 clusters Score -2.378916e+07 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104902 members 
Mstep: Class 2 contains 92563 members 
Entering Unmasked Estep 
Score: -23790286.000000 Penalty: 6047.884766
	Iteration 2Q: 3 clusters Score -2.379029e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108072 members 
Mstep: Class 2 contains 89393 members 
Entering Unmasked Estep 
Score: -23791940.000000 Penalty: 6047.884766
	Iteration 3Q: 3 clusters Score -2.379194e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112899 members 
Mstep: Class 2 contains 84566 members 
Entering Unmasked Estep 
Score: -23794826.000000 Penalty: 6047.884766
	Iteration 4Q: 3 clusters Score -2.379483e+07 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120286 members 
Mstep: Class 2 contains 77179 members 
Entering Unmasked Estep 
Score: -23799714.000000 Penalty: 6047.884766
	Iteration 5Q: 3 clusters Score -2.379971e+07 nChanged 12447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130913 members 
Mstep: Class 2 contains 66552 members 
Entering Unmasked Estep 
Score: -23808024.000000 Penalty: 6047.884766
	Iteration 6F: 3 clusters Score -2.380802e+07 nChanged 14848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144427 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
Score: -23820480.000000 Penalty: 6047.884766
	Iteration 7F: 3 clusters Score -2.382048e+07 nChanged 15161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158820 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -23834346.000000 Penalty: 6047.884766
	Iteration 8F: 3 clusters Score -2.383435e+07 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170547 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -23845948.000000 Penalty: 6047.884766
	Iteration 9F: 3 clusters Score -2.384595e+07 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178420 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -23853476.000000 Penalty: 6047.884766
	Iteration 10Q: 3 clusters Score -2.385348e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183240 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -23857668.000000 Penalty: 6047.884766
	Iteration 11Q: 3 clusters Score -2.385767e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186109 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -23859996.000000 Penalty: 6047.884766
	Iteration 12Q: 3 clusters Score -2.386e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187997 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -23861246.000000 Penalty: 6047.884766
	Iteration 13Q: 3 clusters Score -2.386125e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189303 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -23862076.000000 Penalty: 6047.884766
	Iteration 14Q: 3 clusters Score -2.386208e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190309 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -23862498.000000 Penalty: 6047.884766
	Iteration 15Q: 3 clusters Score -2.38625e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191067 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -23862830.000000 Penalty: 6047.884766
	Iteration 16Q: 3 clusters Score -2.386283e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191627 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -23863104.000000 Penalty: 6047.884766
	Iteration 17Q: 3 clusters Score -2.38631e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192076 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -23863248.000000 Penalty: 6047.884766
	Iteration 18Q: 3 clusters Score -2.386325e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192428 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -23863230.000000 Penalty: 6047.884766
	Iteration 19Q: 3 clusters Score -2.386323e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192692 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -23863322.000000 Penalty: 6047.884766
	Iteration 20F: 3 clusters Score -2.386332e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192884 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -23863328.000000 Penalty: 6047.884766
	Iteration 21Q: 3 clusters Score -2.386333e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193029 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -23863320.000000 Penalty: 6047.884766
	Iteration 22Q: 3 clusters Score -2.386332e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193155 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -23863354.000000 Penalty: 6047.884766
	Iteration 23Q: 3 clusters Score -2.386335e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193245 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -23863362.000000 Penalty: 6047.884766
	Iteration 24Q: 3 clusters Score -2.386336e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193316 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -23863404.000000 Penalty: 6047.884766
	Iteration 25Q: 3 clusters Score -2.38634e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193381 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -23863456.000000 Penalty: 6047.884766
	Iteration 26Q: 3 clusters Score -2.386346e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193441 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -23863452.000000 Penalty: 6047.884766
	Iteration 27Q: 3 clusters Score -2.386345e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193497 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -23863446.000000 Penalty: 6047.884766
	Iteration 28Q: 3 clusters Score -2.386345e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193541 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -23863428.000000 Penalty: 6047.884766
	Iteration 29Q: 3 clusters Score -2.386343e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193584 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -23863402.000000 Penalty: 6047.884766
	Iteration 30Q: 3 clusters Score -2.38634e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193620 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -23863406.000000 Penalty: 6047.884766
	Iteration 31Q: 3 clusters Score -2.386341e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193655 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -23863404.000000 Penalty: 6047.884766
	Iteration 32Q: 3 clusters Score -2.38634e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193685 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -23863388.000000 Penalty: 6047.884766
	Iteration 33Q: 3 clusters Score -2.386339e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193724 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -23863414.000000 Penalty: 6047.884766
	Iteration 34Q: 3 clusters Score -2.386341e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193767 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -23863444.000000 Penalty: 6047.884766
	Iteration 35Q: 3 clusters Score -2.386344e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193798 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -23863456.000000 Penalty: 6047.884766
	Iteration 36Q: 3 clusters Score -2.386346e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193826 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -23863434.000000 Penalty: 6047.884766
	Iteration 37Q: 3 clusters Score -2.386343e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193846 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -23863434.000000 Penalty: 6047.884766
	Iteration 38Q: 3 clusters Score -2.386343e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193865 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -23863440.000000 Penalty: 6047.884766
	Iteration 39Q: 3 clusters Score -2.386344e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193879 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -23863454.000000 Penalty: 6047.884766
	Iteration 40F: 3 clusters Score -2.386345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193893 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -23863446.000000 Penalty: 6047.884766
	Iteration 41Q: 3 clusters Score -2.386345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193905 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -23863452.000000 Penalty: 6047.884766
	Iteration 42Q: 3 clusters Score -2.386345e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193922 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -23863464.000000 Penalty: 6047.884766
	Iteration 43Q: 3 clusters Score -2.386346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193938 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -23863458.000000 Penalty: 6047.884766
	Iteration 44Q: 3 clusters Score -2.386346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193944 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -23863476.000000 Penalty: 6047.884766
	Iteration 45Q: 3 clusters Score -2.386348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193951 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -23863490.000000 Penalty: 6047.884766
	Iteration 46Q: 3 clusters Score -2.386349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193959 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -23863494.000000 Penalty: 6047.884766
	Iteration 47Q: 3 clusters Score -2.386349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193971 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -23863494.000000 Penalty: 6047.884766
	Iteration 48Q: 3 clusters Score -2.386349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193975 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -23863494.000000 Penalty: 6047.884766
	Iteration 49Q: 3 clusters Score -2.386349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193986 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -23863492.000000 Penalty: 6047.884766
	Iteration 50Q: 3 clusters Score -2.386349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193997 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -23863480.000000 Penalty: 6047.884766
	Iteration 51Q: 3 clusters Score -2.386348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194013 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -23863494.000000 Penalty: 6047.884766
	Iteration 52Q: 3 clusters Score -2.386349e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194030 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -23863486.000000 Penalty: 6047.884766
	Iteration 53Q: 3 clusters Score -2.386349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194041 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -23863474.000000 Penalty: 6047.884766
	Iteration 54Q: 3 clusters Score -2.386347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194052 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -23863484.000000 Penalty: 6047.884766
	Iteration 55Q: 3 clusters Score -2.386348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194061 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -23863490.000000 Penalty: 6047.884766
	Iteration 56Q: 3 clusters Score -2.386349e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194073 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -23863492.000000 Penalty: 6047.884766
	Iteration 57Q: 3 clusters Score -2.386349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194085 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -23863492.000000 Penalty: 6047.884766
	Iteration 58Q: 3 clusters Score -2.386349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194095 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -23863496.000000 Penalty: 6047.884766
	Iteration 59Q: 3 clusters Score -2.38635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194100 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -23863484.000000 Penalty: 6047.884766
	Iteration 60F: 3 clusters Score -2.386348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194102 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -23863496.000000 Penalty: 6047.884766
	Iteration 61Q: 3 clusters Score -2.38635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194103 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -23863490.000000 Penalty: 6047.884766
	Iteration 62Q: 3 clusters Score -2.386349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194107 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -23863502.000000 Penalty: 6047.884766
	Iteration 63Q: 3 clusters Score -2.38635e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194114 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -23863498.000000 Penalty: 6047.884766
	Iteration 64Q: 3 clusters Score -2.38635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194121 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -23863480.000000 Penalty: 6047.884766
	Iteration 65Q: 3 clusters Score -2.386348e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194127 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -23863462.000000 Penalty: 6047.884766
	Iteration 66Q: 3 clusters Score -2.386346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194128 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -23863468.000000 Penalty: 6047.884766
	Iteration 67Q: 3 clusters Score -2.386347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194130 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -23863468.000000 Penalty: 6047.884766
	Iteration 68Q: 3 clusters Score -2.386347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194133 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -23863458.000000 Penalty: 6047.884766
	Iteration 69Q: 3 clusters Score -2.386346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194135 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -23863462.000000 Penalty: 6047.884766
	Iteration 70Q: 3 clusters Score -2.386346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194137 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -23863450.000000 Penalty: 6047.884766
	Iteration 71Q: 3 clusters Score -2.386345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194137 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -23863450.000000 Penalty: 6047.884766
	Iteration 72F: 3 clusters Score -2.386345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Entering Unmasked Estep 
Score: -5846373.000000 Penalty: 2674.941895
	Iteration 0F: 2 clusters Score -5846373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -5813620.500000 Penalty: 5349.883789
	Iteration 0F: 3 clusters Score -5813620 nChanged 22287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -5825793.500000 Penalty: 5349.883789
	Iteration 1F: 3 clusters Score -5825794 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -5826294.000000 Penalty: 5349.883789
	Iteration 2Q: 3 clusters Score -5826294 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -5826744.500000 Penalty: 5349.883789
	Iteration 3Q: 3 clusters Score -5826744 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -5827125.000000 Penalty: 5349.883789
	Iteration 4Q: 3 clusters Score -5827125 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -5827548.500000 Penalty: 5349.883789
	Iteration 5Q: 3 clusters Score -5827548 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -5828041.500000 Penalty: 5349.883789
	Iteration 6Q: 3 clusters Score -5828042 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -5828679.500000 Penalty: 5349.883789
	Iteration 7Q: 3 clusters Score -5828680 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -5829441.000000 Penalty: 5349.883789
	Iteration 8Q: 3 clusters Score -5829441 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -5830454.500000 Penalty: 5349.883789
	Iteration 9Q: 3 clusters Score -5830454 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -5831923.000000 Penalty: 5349.883789
	Iteration 10F: 3 clusters Score -5831923 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -5833923.000000 Penalty: 5349.883789
	Iteration 11F: 3 clusters Score -5833923 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -5836276.500000 Penalty: 5349.883789
	Iteration 12F: 3 clusters Score -5836276 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -5838748.500000 Penalty: 5349.883789
	Iteration 13F: 3 clusters Score -5838748 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -5840894.000000 Penalty: 5349.883789
	Iteration 14Q: 3 clusters Score -5840894 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -5842346.500000 Penalty: 5349.883789
	Iteration 15Q: 3 clusters Score -5842346 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -5843097.000000 Penalty: 5349.883789
	Iteration 16Q: 3 clusters Score -5843097 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -5843473.000000 Penalty: 5349.883789
	Iteration 17Q: 3 clusters Score -5843473 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -5843699.000000 Penalty: 5349.883789
	Iteration 18Q: 3 clusters Score -5843699 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -5843848.000000 Penalty: 5349.883789
	Iteration 19Q: 3 clusters Score -5843848 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -5843946.000000 Penalty: 5349.883789
	Iteration 20F: 3 clusters Score -5843946 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -5844007.000000 Penalty: 5349.883789
	Iteration 21Q: 3 clusters Score -5844007 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -5844042.000000 Penalty: 5349.883789
	Iteration 22Q: 3 clusters Score -5844042 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -5844093.500000 Penalty: 5349.883789
	Iteration 23Q: 3 clusters Score -5844094 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -5844108.000000 Penalty: 5349.883789
	Iteration 24Q: 3 clusters Score -5844108 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -5844132.000000 Penalty: 5349.883789
	Iteration 25Q: 3 clusters Score -5844132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -5844156.000000 Penalty: 5349.883789
	Iteration 26Q: 3 clusters Score -5844156 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -5844173.500000 Penalty: 5349.883789
	Iteration 27Q: 3 clusters Score -5844174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -5844188.000000 Penalty: 5349.883789
	Iteration 28Q: 3 clusters Score -5844188 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -5844207.500000 Penalty: 5349.883789
	Iteration 29Q: 3 clusters Score -5844208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -5844210.500000 Penalty: 5349.883789
	Iteration 30Q: 3 clusters Score -5844210 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -5844221.500000 Penalty: 5349.883789
	Iteration 31Q: 3 clusters Score -5844222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -5844230.000000 Penalty: 5349.883789
	Iteration 32Q: 3 clusters Score -5844230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -5844246.500000 Penalty: 5349.883789
	Iteration 33Q: 3 clusters Score -5844246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -5844246.500000 Penalty: 5349.883789
	Iteration 34Q: 3 clusters Score -5844246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -5844250.500000 Penalty: 5349.883789
	Iteration 35Q: 3 clusters Score -5844250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -5844242.000000 Penalty: 5349.883789
	Iteration 36Q: 3 clusters Score -5844242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -5844252.000000 Penalty: 5349.883789
	Iteration 37Q: 3 clusters Score -5844252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -5844251.500000 Penalty: 5349.883789
	Iteration 38Q: 3 clusters Score -5844252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -5844252.500000 Penalty: 5349.883789
	Iteration 39Q: 3 clusters Score -5844252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -5844255.000000 Penalty: 5349.883789
	Iteration 40F: 3 clusters Score -5844255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -5844263.500000 Penalty: 5349.883789
	Iteration 41Q: 3 clusters Score -5844264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -5844274.500000 Penalty: 5349.883789
	Iteration 42Q: 3 clusters Score -5844274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -5844277.500000 Penalty: 5349.883789
	Iteration 43Q: 3 clusters Score -5844278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -5844275.000000 Penalty: 5349.883789
	Iteration 44Q: 3 clusters Score -5844275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -5844281.000000 Penalty: 5349.883789
	Iteration 45Q: 3 clusters Score -5844281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -5844282.000000 Penalty: 5349.883789
	Iteration 46Q: 3 clusters Score -5844282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 47062 members 
Entering Unmasked Estep 
Score: -5844298.000000 Penalty: 5349.883789
	Iteration 47Q: 3 clusters Score -5844298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -5844295.000000 Penalty: 5349.883789
	Iteration 48Q: 3 clusters Score -5844295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -5844291.500000 Penalty: 5349.883789
	Iteration 49Q: 3 clusters Score -5844292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -5844300.000000 Penalty: 5349.883789
	Iteration 50Q: 3 clusters Score -5844300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -5844304.000000 Penalty: 5349.883789
	Iteration 51Q: 3 clusters Score -5844304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -5844308.000000 Penalty: 5349.883789
	Iteration 52Q: 3 clusters Score -5844308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -5844308.500000 Penalty: 5349.883789
	Iteration 53Q: 3 clusters Score -5844308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -5844308.500000 Penalty: 5349.883789
	Iteration 54F: 3 clusters Score -5844308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (256117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256117 members 
Entering Unmasked Estep 
Score: -31465044.000000 Penalty: 3088.440674
	Iteration 0F: 2 clusters Score -3.146504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128603 members 
Mstep: Class 2 contains 127514 members 
Entering Unmasked Estep 
Score: -31297458.000000 Penalty: 6176.881348
	Iteration 0F: 3 clusters Score -3.129746e+07 nChanged 123870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138817 members 
Mstep: Class 2 contains 117300 members 
Entering Unmasked Estep 
Score: -31371448.000000 Penalty: 6176.881348
	Iteration 1F: 3 clusters Score -3.137145e+07 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144808 members 
Mstep: Class 2 contains 111309 members 
Entering Unmasked Estep 
Score: -31374232.000000 Penalty: 6176.881348
	Iteration 2Q: 3 clusters Score -3.137423e+07 nChanged 10514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154028 members 
Mstep: Class 2 contains 102089 members 
Entering Unmasked Estep 
Score: -31378428.000000 Penalty: 6176.881348
	Iteration 3Q: 3 clusters Score -3.137843e+07 nChanged 14298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167588 members 
Mstep: Class 2 contains 88529 members 
Entering Unmasked Estep 
Score: -31386782.000000 Penalty: 6176.881348
	Iteration 4F: 3 clusters Score -3.138678e+07 nChanged 18896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186132 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -31400798.000000 Penalty: 6176.881348
	Iteration 5F: 3 clusters Score -3.14008e+07 nChanged 22147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208129 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -31420286.000000 Penalty: 6176.881348
	Iteration 6F: 3 clusters Score -3.142029e+07 nChanged 20796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228913 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -31439494.000000 Penalty: 6176.881348
	Iteration 7F: 3 clusters Score -3.143949e+07 nChanged 14523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243430 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -31452150.000000 Penalty: 6176.881348
	Iteration 8F: 3 clusters Score -3.145215e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251093 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -31458466.000000 Penalty: 6176.881348
	Iteration 9Q: 3 clusters Score -3.145847e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254274 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -31460846.000000 Penalty: 6176.881348
	Iteration 10Q: 3 clusters Score -3.146085e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255316 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -31461720.000000 Penalty: 6176.881348
	Iteration 11Q: 3 clusters Score -3.146172e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255635 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -31462018.000000 Penalty: 6176.881348
	Iteration 12Q: 3 clusters Score -3.146202e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255733 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -31462170.000000 Penalty: 6176.881348
	Iteration 13Q: 3 clusters Score -3.146217e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255773 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -31462222.000000 Penalty: 6176.881348
	Iteration 14Q: 3 clusters Score -3.146222e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255791 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -31462280.000000 Penalty: 6176.881348
	Iteration 15Q: 3 clusters Score -3.146228e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255799 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -31462294.000000 Penalty: 6176.881348
	Iteration 16Q: 3 clusters Score -3.146229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255800 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -31462308.000000 Penalty: 6176.881348
	Iteration 17Q: 3 clusters Score -3.146231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255803 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -31462304.000000 Penalty: 6176.881348
	Iteration 18Q: 3 clusters Score -3.14623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255808 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -31462348.000000 Penalty: 6176.881348
	Iteration 19Q: 3 clusters Score -3.146235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255814 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -31462348.000000 Penalty: 6176.881348
	Iteration 20F: 3 clusters Score -3.146235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255817 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -31462352.000000 Penalty: 6176.881348
	Iteration 21Q: 3 clusters Score -3.146235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255816 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -31462370.000000 Penalty: 6176.881348
	Iteration 22Q: 3 clusters Score -3.146237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255816 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -31462356.000000 Penalty: 6176.881348
	Iteration 23Q: 3 clusters Score -3.146236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255815 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -31462362.000000 Penalty: 6176.881348
	Iteration 24Q: 3 clusters Score -3.146236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255815 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -31462368.000000 Penalty: 6176.881348
	Iteration 25Q: 3 clusters Score -3.146237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255814 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -31462354.000000 Penalty: 6176.881348
	Iteration 26Q: 3 clusters Score -3.146235e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255813 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31462366.000000 Penalty: 6176.881348
	Iteration 27Q: 3 clusters Score -3.146237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255812 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -31462364.000000 Penalty: 6176.881348
	Iteration 28Q: 3 clusters Score -3.146236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255811 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -31462368.000000 Penalty: 6176.881348
	Iteration 29Q: 3 clusters Score -3.146237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255812 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -31462368.000000 Penalty: 6176.881348
	Iteration 30Q: 3 clusters Score -3.146237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255813 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31462364.000000 Penalty: 6176.881348
	Iteration 31Q: 3 clusters Score -3.146236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255813 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -31462364.000000 Penalty: 6176.881348
	Iteration 32F: 3 clusters Score -3.146236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Entering Unmasked Estep 
Score: -190591.750000 Penalty: 1831.844727
	Iteration 0F: 2 clusters Score -190591.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -188300.906250 Penalty: 3663.689453
	Iteration 0F: 3 clusters Score -188300.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -189005.781250 Penalty: 3663.689453
	Iteration 1F: 3 clusters Score -189005.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -189527.000000 Penalty: 3663.689453
	Iteration 2F: 3 clusters Score -189527 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -189915.968750 Penalty: 3663.689453
	Iteration 3F: 3 clusters Score -189916 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -190186.484375 Penalty: 3663.689453
	Iteration 4F: 3 clusters Score -190186.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -190288.500000 Penalty: 3663.689453
	Iteration 5Q: 3 clusters Score -190288.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -190329.468750 Penalty: 3663.689453
	Iteration 6Q: 3 clusters Score -190329.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -190352.781250 Penalty: 3663.689453
	Iteration 7Q: 3 clusters Score -190352.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -190368.468750 Penalty: 3663.689453
	Iteration 8Q: 3 clusters Score -190368.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -190380.000000 Penalty: 3663.689453
	Iteration 9Q: 3 clusters Score -190380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -190386.953125 Penalty: 3663.689453
	Iteration 10Q: 3 clusters Score -190387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -190395.046875 Penalty: 3663.689453
	Iteration 11Q: 3 clusters Score -190395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -190402.218750 Penalty: 3663.689453
	Iteration 12Q: 3 clusters Score -190402.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -190411.000000 Penalty: 3663.689453
	Iteration 13Q: 3 clusters Score -190411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -190419.328125 Penalty: 3663.689453
	Iteration 14Q: 3 clusters Score -190419.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -190426.437500 Penalty: 3663.689453
	Iteration 15Q: 3 clusters Score -190426.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -190435.812500 Penalty: 3663.689453
	Iteration 16Q: 3 clusters Score -190435.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -190441.921875 Penalty: 3663.689453
	Iteration 17Q: 3 clusters Score -190441.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -190451.921875 Penalty: 3663.689453
	Iteration 18Q: 3 clusters Score -190451.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -190458.796875 Penalty: 3663.689453
	Iteration 19Q: 3 clusters Score -190458.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -190461.609375 Penalty: 3663.689453
	Iteration 20F: 3 clusters Score -190461.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -190465.812500 Penalty: 3663.689453
	Iteration 21Q: 3 clusters Score -190465.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -190468.437500 Penalty: 3663.689453
	Iteration 22Q: 3 clusters Score -190468.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -190470.078125 Penalty: 3663.689453
	Iteration 23Q: 3 clusters Score -190470.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -190470.078125 Penalty: 3663.689453
	Iteration 24F: 3 clusters Score -190470.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Entering Unmasked Estep 
Score: -2849519.000000 Penalty: 2500.701416
	Iteration 0F: 2 clusters Score -2849519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2832805.250000 Penalty: 5001.402832
	Iteration 0F: 3 clusters Score -2832805 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2838510.500000 Penalty: 5001.402832
	Iteration 1F: 3 clusters Score -2838510 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2838900.000000 Penalty: 5001.402832
	Iteration 2Q: 3 clusters Score -2838900 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2839202.000000 Penalty: 5001.402832
	Iteration 3Q: 3 clusters Score -2839202 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2839496.000000 Penalty: 5001.402832
	Iteration 4Q: 3 clusters Score -2839496 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2839822.000000 Penalty: 5001.402832
	Iteration 5Q: 3 clusters Score -2839822 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2840177.250000 Penalty: 5001.402832
	Iteration 6Q: 3 clusters Score -2840177 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2840600.250000 Penalty: 5001.402832
	Iteration 7Q: 3 clusters Score -2840600 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2841024.500000 Penalty: 5001.402832
	Iteration 8Q: 3 clusters Score -2841024 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2841506.500000 Penalty: 5001.402832
	Iteration 9Q: 3 clusters Score -2841506 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2842012.500000 Penalty: 5001.402832
	Iteration 10Q: 3 clusters Score -2842012 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2842576.000000 Penalty: 5001.402832
	Iteration 11Q: 3 clusters Score -2842576 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2843219.000000 Penalty: 5001.402832
	Iteration 12Q: 3 clusters Score -2843219 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2843868.500000 Penalty: 5001.402832
	Iteration 13Q: 3 clusters Score -2843868 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2844487.500000 Penalty: 5001.402832
	Iteration 14Q: 3 clusters Score -2844488 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2845002.250000 Penalty: 5001.402832
	Iteration 15Q: 3 clusters Score -2845002 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2845471.500000 Penalty: 5001.402832
	Iteration 16Q: 3 clusters Score -2845472 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -2845856.500000 Penalty: 5001.402832
	Iteration 17Q: 3 clusters Score -2845856 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2846222.750000 Penalty: 5001.402832
	Iteration 18Q: 3 clusters Score -2846223 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2846511.500000 Penalty: 5001.402832
	Iteration 19Q: 3 clusters Score -2846512 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -2846726.500000 Penalty: 5001.402832
	Iteration 20F: 3 clusters Score -2846726 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -2846881.000000 Penalty: 5001.402832
	Iteration 21Q: 3 clusters Score -2846881 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -2846973.000000 Penalty: 5001.402832
	Iteration 22Q: 3 clusters Score -2846973 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -2847045.000000 Penalty: 5001.402832
	Iteration 23Q: 3 clusters Score -2847045 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -2847106.750000 Penalty: 5001.402832
	Iteration 24Q: 3 clusters Score -2847107 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -2847153.500000 Penalty: 5001.402832
	Iteration 25Q: 3 clusters Score -2847154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -2847193.750000 Penalty: 5001.402832
	Iteration 26Q: 3 clusters Score -2847194 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -2847229.250000 Penalty: 5001.402832
	Iteration 27Q: 3 clusters Score -2847229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2847260.000000 Penalty: 5001.402832
	Iteration 28Q: 3 clusters Score -2847260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -2847279.750000 Penalty: 5001.402832
	Iteration 29Q: 3 clusters Score -2847280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -2847312.750000 Penalty: 5001.402832
	Iteration 30Q: 3 clusters Score -2847313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -2847327.750000 Penalty: 5001.402832
	Iteration 31Q: 3 clusters Score -2847328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -2847341.250000 Penalty: 5001.402832
	Iteration 32Q: 3 clusters Score -2847341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -2847345.250000 Penalty: 5001.402832
	Iteration 33Q: 3 clusters Score -2847345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -2847358.250000 Penalty: 5001.402832
	Iteration 34Q: 3 clusters Score -2847358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2847356.750000 Penalty: 5001.402832
	Iteration 35Q: 3 clusters Score -2847357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2847372.750000 Penalty: 5001.402832
	Iteration 36Q: 3 clusters Score -2847373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -2847374.250000 Penalty: 5001.402832
	Iteration 37Q: 3 clusters Score -2847374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -2847373.750000 Penalty: 5001.402832
	Iteration 38Q: 3 clusters Score -2847374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -2847377.500000 Penalty: 5001.402832
	Iteration 39Q: 3 clusters Score -2847378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -2847383.000000 Penalty: 5001.402832
	Iteration 40F: 3 clusters Score -2847383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -2847391.000000 Penalty: 5001.402832
	Iteration 41Q: 3 clusters Score -2847391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2847388.500000 Penalty: 5001.402832
	Iteration 42Q: 3 clusters Score -2847388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -2847388.500000 Penalty: 5001.402832
	Iteration 43F: 3 clusters Score -2847388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Entering Unmasked Estep 
Score: -72423.781250 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -72423.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -70739.562500 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -70739.56 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -71034.070312 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -71034.07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -71382.796875 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -71382.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -71707.429688 Penalty: 3250.043945
	Iteration 3F: 3 clusters Score -71707.43 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71973.195312 Penalty: 3250.043945
	Iteration 4F: 3 clusters Score -71973.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72103.500000 Penalty: 3250.043945
	Iteration 5F: 3 clusters Score -72103.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -72171.281250 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -72171.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -72199.867188 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -72199.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -72215.554688 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -72215.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -72220.757812 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -72220.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -72227.945312 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -72227.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -72230.546875 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -72230.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -72232.539062 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -72232.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -72233.210938 Penalty: 3250.043945
	Iteration 13Q: 3 clusters Score -72233.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -72233.210938 Penalty: 3250.043945
	Iteration 14F: 3 clusters Score -72233.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Entering Unmasked Estep 
Score: -2012623.875000 Penalty: 2419.538818
	Iteration 0F: 2 clusters Score -2012624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2000426.375000 Penalty: 4839.077637
	Iteration 0F: 3 clusters Score -2000426 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2004596.875000 Penalty: 4839.077637
	Iteration 1F: 3 clusters Score -2004597 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2005186.375000 Penalty: 4839.077637
	Iteration 2F: 3 clusters Score -2005186 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2005755.500000 Penalty: 4839.077637
	Iteration 3F: 3 clusters Score -2005756 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2006492.875000 Penalty: 4839.077637
	Iteration 4F: 3 clusters Score -2006493 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2007354.375000 Penalty: 4839.077637
	Iteration 5F: 3 clusters Score -2007354 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2008246.625000 Penalty: 4839.077637
	Iteration 6F: 3 clusters Score -2008247 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2009150.875000 Penalty: 4839.077637
	Iteration 7F: 3 clusters Score -2009151 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2009923.375000 Penalty: 4839.077637
	Iteration 8F: 3 clusters Score -2009923 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2010549.375000 Penalty: 4839.077637
	Iteration 9Q: 3 clusters Score -2010549 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2010998.250000 Penalty: 4839.077637
	Iteration 10Q: 3 clusters Score -2010998 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2011296.375000 Penalty: 4839.077637
	Iteration 11Q: 3 clusters Score -2011296 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2011485.500000 Penalty: 4839.077637
	Iteration 12Q: 3 clusters Score -2011486 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2011620.750000 Penalty: 4839.077637
	Iteration 13Q: 3 clusters Score -2011621 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2011723.500000 Penalty: 4839.077637
	Iteration 14Q: 3 clusters Score -2011724 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2011791.875000 Penalty: 4839.077637
	Iteration 15Q: 3 clusters Score -2011792 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2011848.875000 Penalty: 4839.077637
	Iteration 16Q: 3 clusters Score -2011849 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2011892.875000 Penalty: 4839.077637
	Iteration 17Q: 3 clusters Score -2011893 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2011914.875000 Penalty: 4839.077637
	Iteration 18Q: 3 clusters Score -2011915 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2011941.000000 Penalty: 4839.077637
	Iteration 19Q: 3 clusters Score -2011941 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2011972.250000 Penalty: 4839.077637
	Iteration 20F: 3 clusters Score -2011972 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2011985.375000 Penalty: 4839.077637
	Iteration 21Q: 3 clusters Score -2011985 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2011994.500000 Penalty: 4839.077637
	Iteration 22Q: 3 clusters Score -2011994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2012010.000000 Penalty: 4839.077637
	Iteration 23Q: 3 clusters Score -2012010 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2012018.625000 Penalty: 4839.077637
	Iteration 24Q: 3 clusters Score -2012019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2012020.125000 Penalty: 4839.077637
	Iteration 25Q: 3 clusters Score -2012020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2012022.250000 Penalty: 4839.077637
	Iteration 26Q: 3 clusters Score -2012022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2012025.000000 Penalty: 4839.077637
	Iteration 27Q: 3 clusters Score -2012025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2012028.000000 Penalty: 4839.077637
	Iteration 28Q: 3 clusters Score -2012028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2012032.125000 Penalty: 4839.077637
	Iteration 29Q: 3 clusters Score -2012032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2012037.750000 Penalty: 4839.077637
	Iteration 30Q: 3 clusters Score -2012038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2012044.125000 Penalty: 4839.077637
	Iteration 31Q: 3 clusters Score -2012044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2012047.625000 Penalty: 4839.077637
	Iteration 32Q: 3 clusters Score -2012048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2012053.750000 Penalty: 4839.077637
	Iteration 33Q: 3 clusters Score -2012054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2012053.000000 Penalty: 4839.077637
	Iteration 34Q: 3 clusters Score -2012053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2012053.000000 Penalty: 4839.077637
	Iteration 35Q: 3 clusters Score -2012053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2012067.625000 Penalty: 4839.077637
	Iteration 36Q: 3 clusters Score -2012068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -2012072.375000 Penalty: 4839.077637
	Iteration 37Q: 3 clusters Score -2012072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2012078.125000 Penalty: 4839.077637
	Iteration 38Q: 3 clusters Score -2012078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2012085.125000 Penalty: 4839.077637
	Iteration 39Q: 3 clusters Score -2012085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2012092.750000 Penalty: 4839.077637
	Iteration 40F: 3 clusters Score -2012093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2012102.000000 Penalty: 4839.077637
	Iteration 41Q: 3 clusters Score -2012102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -2012110.750000 Penalty: 4839.077637
	Iteration 42Q: 3 clusters Score -2012111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2012120.000000 Penalty: 4839.077637
	Iteration 43Q: 3 clusters Score -2012120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2012127.125000 Penalty: 4839.077637
	Iteration 44Q: 3 clusters Score -2012127 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2012131.125000 Penalty: 4839.077637
	Iteration 45Q: 3 clusters Score -2012131 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2012144.000000 Penalty: 4839.077637
	Iteration 46Q: 3 clusters Score -2012144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2012150.250000 Penalty: 4839.077637
	Iteration 47Q: 3 clusters Score -2012150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2012152.375000 Penalty: 4839.077637
	Iteration 48Q: 3 clusters Score -2012152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -2012159.500000 Penalty: 4839.077637
	Iteration 49Q: 3 clusters Score -2012160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2012161.625000 Penalty: 4839.077637
	Iteration 50Q: 3 clusters Score -2012162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2012164.500000 Penalty: 4839.077637
	Iteration 51Q: 3 clusters Score -2012164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2012165.250000 Penalty: 4839.077637
	Iteration 52Q: 3 clusters Score -2012165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2012162.750000 Penalty: 4839.077637
	Iteration 53Q: 3 clusters Score -2012163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2012163.500000 Penalty: 4839.077637
	Iteration 54Q: 3 clusters Score -2012164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2012160.875000 Penalty: 4839.077637
	Iteration 55Q: 3 clusters Score -2012161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2012163.750000 Penalty: 4839.077637
	Iteration 56Q: 3 clusters Score -2012164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2012165.125000 Penalty: 4839.077637
	Iteration 57Q: 3 clusters Score -2012165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2012165.125000 Penalty: 4839.077637
	Iteration 58Q: 3 clusters Score -2012165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2012165.125000 Penalty: 4839.077637
	Iteration 59F: 3 clusters Score -2012165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Entering Unmasked Estep 
Score: -532392.625000 Penalty: 2087.891846
	Iteration 0F: 2 clusters Score -532392.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -528177.125000 Penalty: 4175.783691
	Iteration 0F: 3 clusters Score -528177.1 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -529222.687500 Penalty: 4175.783691
	Iteration 1F: 3 clusters Score -529222.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -529500.875000 Penalty: 4175.783691
	Iteration 2F: 3 clusters Score -529500.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -529680.937500 Penalty: 4175.783691
	Iteration 3F: 3 clusters Score -529680.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -529802.187500 Penalty: 4175.783691
	Iteration 4Q: 3 clusters Score -529802.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -529905.187500 Penalty: 4175.783691
	Iteration 5Q: 3 clusters Score -529905.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -529994.875000 Penalty: 4175.783691
	Iteration 6Q: 3 clusters Score -529994.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -530055.250000 Penalty: 4175.783691
	Iteration 7Q: 3 clusters Score -530055.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -530104.187500 Penalty: 4175.783691
	Iteration 8Q: 3 clusters Score -530104.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -530144.250000 Penalty: 4175.783691
	Iteration 9Q: 3 clusters Score -530144.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -530180.937500 Penalty: 4175.783691
	Iteration 10Q: 3 clusters Score -530180.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -530211.062500 Penalty: 4175.783691
	Iteration 11Q: 3 clusters Score -530211.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -530238.750000 Penalty: 4175.783691
	Iteration 12Q: 3 clusters Score -530238.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -530268.437500 Penalty: 4175.783691
	Iteration 13Q: 3 clusters Score -530268.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -530297.125000 Penalty: 4175.783691
	Iteration 14Q: 3 clusters Score -530297.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -530317.687500 Penalty: 4175.783691
	Iteration 15Q: 3 clusters Score -530317.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -530334.500000 Penalty: 4175.783691
	Iteration 16Q: 3 clusters Score -530334.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -530348.875000 Penalty: 4175.783691
	Iteration 17Q: 3 clusters Score -530348.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -530365.625000 Penalty: 4175.783691
	Iteration 18Q: 3 clusters Score -530365.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -530382.625000 Penalty: 4175.783691
	Iteration 19Q: 3 clusters Score -530382.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -530396.937500 Penalty: 4175.783691
	Iteration 20F: 3 clusters Score -530396.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -530411.750000 Penalty: 4175.783691
	Iteration 21Q: 3 clusters Score -530411.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -530423.000000 Penalty: 4175.783691
	Iteration 22Q: 3 clusters Score -530423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -530438.062500 Penalty: 4175.783691
	Iteration 23Q: 3 clusters Score -530438.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -530451.125000 Penalty: 4175.783691
	Iteration 24Q: 3 clusters Score -530451.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -530459.875000 Penalty: 4175.783691
	Iteration 25Q: 3 clusters Score -530459.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -530467.812500 Penalty: 4175.783691
	Iteration 26Q: 3 clusters Score -530467.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -530474.437500 Penalty: 4175.783691
	Iteration 27Q: 3 clusters Score -530474.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -530481.562500 Penalty: 4175.783691
	Iteration 28Q: 3 clusters Score -530481.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -530495.000000 Penalty: 4175.783691
	Iteration 29Q: 3 clusters Score -530495 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -530508.000000 Penalty: 4175.783691
	Iteration 30Q: 3 clusters Score -530508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -530525.062500 Penalty: 4175.783691
	Iteration 31Q: 3 clusters Score -530525.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -530551.562500 Penalty: 4175.783691
	Iteration 32Q: 3 clusters Score -530551.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -530576.812500 Penalty: 4175.783691
	Iteration 33Q: 3 clusters Score -530576.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -530612.062500 Penalty: 4175.783691
	Iteration 34Q: 3 clusters Score -530612.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -530663.062500 Penalty: 4175.783691
	Iteration 35Q: 3 clusters Score -530663.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -530715.000000 Penalty: 4175.783691
	Iteration 36Q: 3 clusters Score -530715 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -530761.500000 Penalty: 4175.783691
	Iteration 37Q: 3 clusters Score -530761.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -530819.875000 Penalty: 4175.783691
	Iteration 38Q: 3 clusters Score -530819.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -530888.187500 Penalty: 4175.783691
	Iteration 39Q: 3 clusters Score -530888.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -530961.625000 Penalty: 4175.783691
	Iteration 40F: 3 clusters Score -530961.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -531018.750000 Penalty: 4175.783691
	Iteration 41Q: 3 clusters Score -531018.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -531066.687500 Penalty: 4175.783691
	Iteration 42Q: 3 clusters Score -531066.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -531105.625000 Penalty: 4175.783691
	Iteration 43Q: 3 clusters Score -531105.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -531140.062500 Penalty: 4175.783691
	Iteration 44Q: 3 clusters Score -531140.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -531168.562500 Penalty: 4175.783691
	Iteration 45Q: 3 clusters Score -531168.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -531193.500000 Penalty: 4175.783691
	Iteration 46Q: 3 clusters Score -531193.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -531204.625000 Penalty: 4175.783691
	Iteration 47Q: 3 clusters Score -531204.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -531211.312500 Penalty: 4175.783691
	Iteration 48Q: 3 clusters Score -531211.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -531215.125000 Penalty: 4175.783691
	Iteration 49Q: 3 clusters Score -531215.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -531219.125000 Penalty: 4175.783691
	Iteration 50Q: 3 clusters Score -531219.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -531220.875000 Penalty: 4175.783691
	Iteration 51Q: 3 clusters Score -531220.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -531222.125000 Penalty: 4175.783691
	Iteration 52Q: 3 clusters Score -531222.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -531224.625000 Penalty: 4175.783691
	Iteration 53Q: 3 clusters Score -531224.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -531229.625000 Penalty: 4175.783691
	Iteration 54Q: 3 clusters Score -531229.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -531230.750000 Penalty: 4175.783691
	Iteration 55Q: 3 clusters Score -531230.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -531232.687500 Penalty: 4175.783691
	Iteration 56Q: 3 clusters Score -531232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -531233.062500 Penalty: 4175.783691
	Iteration 57Q: 3 clusters Score -531233.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -531233.062500 Penalty: 4175.783691
	Iteration 58F: 3 clusters Score -531233.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Entering Unmasked Estep 
Score: -1375999.000000 Penalty: 2332.889404
	Iteration 0F: 2 clusters Score -1375999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1367010.875000 Penalty: 4665.778809
	Iteration 0F: 3 clusters Score -1367011 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1369933.375000 Penalty: 4665.778809
	Iteration 1F: 3 clusters Score -1369933 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1370557.125000 Penalty: 4665.778809
	Iteration 2F: 3 clusters Score -1370557 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1371168.625000 Penalty: 4665.778809
	Iteration 3F: 3 clusters Score -1371169 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1371694.875000 Penalty: 4665.778809
	Iteration 4F: 3 clusters Score -1371695 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1372176.000000 Penalty: 4665.778809
	Iteration 5F: 3 clusters Score -1372176 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1372644.125000 Penalty: 4665.778809
	Iteration 6F: 3 clusters Score -1372644 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1373076.625000 Penalty: 4665.778809
	Iteration 7Q: 3 clusters Score -1373077 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1373489.750000 Penalty: 4665.778809
	Iteration 8Q: 3 clusters Score -1373490 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1373834.750000 Penalty: 4665.778809
	Iteration 9Q: 3 clusters Score -1373835 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1374090.125000 Penalty: 4665.778809
	Iteration 10Q: 3 clusters Score -1374090 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1374297.750000 Penalty: 4665.778809
	Iteration 11Q: 3 clusters Score -1374298 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1374534.250000 Penalty: 4665.778809
	Iteration 12Q: 3 clusters Score -1374534 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1374771.125000 Penalty: 4665.778809
	Iteration 13Q: 3 clusters Score -1374771 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1374935.875000 Penalty: 4665.778809
	Iteration 14Q: 3 clusters Score -1374936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1375005.875000 Penalty: 4665.778809
	Iteration 15Q: 3 clusters Score -1375006 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -1375060.000000 Penalty: 4665.778809
	Iteration 16Q: 3 clusters Score -1375060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1375116.875000 Penalty: 4665.778809
	Iteration 17Q: 3 clusters Score -1375117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1375169.500000 Penalty: 4665.778809
	Iteration 18Q: 3 clusters Score -1375170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1375208.250000 Penalty: 4665.778809
	Iteration 19Q: 3 clusters Score -1375208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1375242.000000 Penalty: 4665.778809
	Iteration 20F: 3 clusters Score -1375242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1375275.625000 Penalty: 4665.778809
	Iteration 21Q: 3 clusters Score -1375276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1375294.750000 Penalty: 4665.778809
	Iteration 22Q: 3 clusters Score -1375295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1375302.875000 Penalty: 4665.778809
	Iteration 23Q: 3 clusters Score -1375303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1375307.250000 Penalty: 4665.778809
	Iteration 24Q: 3 clusters Score -1375307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1375311.625000 Penalty: 4665.778809
	Iteration 25Q: 3 clusters Score -1375312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1375317.375000 Penalty: 4665.778809
	Iteration 26Q: 3 clusters Score -1375317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -1375318.500000 Penalty: 4665.778809
	Iteration 27Q: 3 clusters Score -1375318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1375319.375000 Penalty: 4665.778809
	Iteration 28Q: 3 clusters Score -1375319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1375320.375000 Penalty: 4665.778809
	Iteration 29Q: 3 clusters Score -1375320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1375318.750000 Penalty: 4665.778809
	Iteration 30Q: 3 clusters Score -1375319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1375321.500000 Penalty: 4665.778809
	Iteration 31Q: 3 clusters Score -1375322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1375321.000000 Penalty: 4665.778809
	Iteration 32Q: 3 clusters Score -1375321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1375321.000000 Penalty: 4665.778809
	Iteration 33F: 3 clusters Score -1375321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -17952.615234 Penalty: 1312.739624
	Iteration 0F: 2 clusters Score -17952.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -16854.925781 Penalty: 2625.479248
	Iteration 0F: 3 clusters Score -16854.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -16941.535156 Penalty: 2625.479248
	Iteration 1F: 3 clusters Score -16941.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16972.794922 Penalty: 2625.479248
	Iteration 2Q: 3 clusters Score -16972.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16988.542969 Penalty: 2625.479248
	Iteration 3Q: 3 clusters Score -16988.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17011.287109 Penalty: 2625.479248
	Iteration 4Q: 3 clusters Score -17011.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17011.287109 Penalty: 2625.479248
	Iteration 5F: 3 clusters Score -17011.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (59691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Entering Unmasked Estep 
Score: -7353045.000000 Penalty: 2727.240234
	Iteration 0F: 2 clusters Score -7353045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -7312943.500000 Penalty: 5454.480469
	Iteration 0F: 3 clusters Score -7312944 nChanged 27688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -7328487.500000 Penalty: 5454.480469
	Iteration 1F: 3 clusters Score -7328488 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -7329288.000000 Penalty: 5454.480469
	Iteration 2Q: 3 clusters Score -7329288 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -7330475.500000 Penalty: 5454.480469
	Iteration 3Q: 3 clusters Score -7330476 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -7332511.000000 Penalty: 5454.480469
	Iteration 4F: 3 clusters Score -7332511 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -7335899.000000 Penalty: 5454.480469
	Iteration 5F: 3 clusters Score -7335899 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -7340838.000000 Penalty: 5454.480469
	Iteration 6F: 3 clusters Score -7340838 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -7345783.000000 Penalty: 5454.480469
	Iteration 7F: 3 clusters Score -7345783 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 57896 members 
Entering Unmasked Estep 
Score: -7348833.000000 Penalty: 5454.480469
	Iteration 8Q: 3 clusters Score -7348833 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 59053 members 
Entering Unmasked Estep 
Score: -7349969.000000 Penalty: 5454.480469
	Iteration 9Q: 3 clusters Score -7349969 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 59390 members 
Entering Unmasked Estep 
Score: -7350338.500000 Penalty: 5454.480469
	Iteration 10Q: 3 clusters Score -7350338 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 59459 members 
Entering Unmasked Estep 
Score: -7350464.500000 Penalty: 5454.480469
	Iteration 11Q: 3 clusters Score -7350464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 59486 members 
Entering Unmasked Estep 
Score: -7350521.500000 Penalty: 5454.480469
	Iteration 12Q: 3 clusters Score -7350522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 59496 members 
Entering Unmasked Estep 
Score: -7350544.500000 Penalty: 5454.480469
	Iteration 13Q: 3 clusters Score -7350544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 59501 members 
Entering Unmasked Estep 
Score: -7350574.500000 Penalty: 5454.480469
	Iteration 14Q: 3 clusters Score -7350574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 59506 members 
Entering Unmasked Estep 
Score: -7350597.000000 Penalty: 5454.480469
	Iteration 15Q: 3 clusters Score -7350597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 59514 members 
Entering Unmasked Estep 
Score: -7350606.500000 Penalty: 5454.480469
	Iteration 16Q: 3 clusters Score -7350606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 59514 members 
Entering Unmasked Estep 
Score: -7350620.000000 Penalty: 5454.480469
	Iteration 17Q: 3 clusters Score -7350620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 59515 members 
Entering Unmasked Estep 
Score: -7350621.000000 Penalty: 5454.480469
	Iteration 18Q: 3 clusters Score -7350621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 59511 members 
Entering Unmasked Estep 
Score: -7350631.000000 Penalty: 5454.480469
	Iteration 19Q: 3 clusters Score -7350631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 59510 members 
Entering Unmasked Estep 
Score: -7350631.500000 Penalty: 5454.480469
	Iteration 20F: 3 clusters Score -7350632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (182079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182079 members 
Entering Unmasked Estep 
Score: -22200022.000000 Penalty: 3003.824707
	Iteration 0F: 2 clusters Score -2.220002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90745 members 
Mstep: Class 2 contains 91334 members 
Entering Unmasked Estep 
Score: -22079040.000000 Penalty: 6007.649414
	Iteration 0F: 3 clusters Score -2.207904e+07 nChanged 87498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86667 members 
Mstep: Class 2 contains 95412 members 
Entering Unmasked Estep 
Score: -22130542.000000 Penalty: 6007.649414
	Iteration 1F: 3 clusters Score -2.213054e+07 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83940 members 
Mstep: Class 2 contains 98139 members 
Entering Unmasked Estep 
Score: -22131898.000000 Penalty: 6007.649414
	Iteration 2Q: 3 clusters Score -2.21319e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79764 members 
Mstep: Class 2 contains 102315 members 
Entering Unmasked Estep 
Score: -22134010.000000 Penalty: 6007.649414
	Iteration 3Q: 3 clusters Score -2.213401e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73705 members 
Mstep: Class 2 contains 108374 members 
Entering Unmasked Estep 
Score: -22137364.000000 Penalty: 6007.649414
	Iteration 4Q: 3 clusters Score -2.213736e+07 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65032 members 
Mstep: Class 2 contains 117047 members 
Entering Unmasked Estep 
Score: -22142668.000000 Penalty: 6007.649414
	Iteration 5F: 3 clusters Score -2.214267e+07 nChanged 12236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 128559 members 
Entering Unmasked Estep 
Score: -22150522.000000 Penalty: 6007.649414
	Iteration 6F: 3 clusters Score -2.215052e+07 nChanged 14056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 142277 members 
Entering Unmasked Estep 
Score: -22161838.000000 Penalty: 6007.649414
	Iteration 7F: 3 clusters Score -2.216184e+07 nChanged 14262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 156417 members 
Entering Unmasked Estep 
Score: -22174494.000000 Penalty: 6007.649414
	Iteration 8F: 3 clusters Score -2.217449e+07 nChanged 11699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 168096 members 
Entering Unmasked Estep 
Score: -22185384.000000 Penalty: 6007.649414
	Iteration 9F: 3 clusters Score -2.218538e+07 nChanged 7394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 175478 members 
Entering Unmasked Estep 
Score: -22192252.000000 Penalty: 6007.649414
	Iteration 10Q: 3 clusters Score -2.219225e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 179161 members 
Entering Unmasked Estep 
Score: -22195446.000000 Penalty: 6007.649414
	Iteration 11Q: 3 clusters Score -2.219545e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 180609 members 
Entering Unmasked Estep 
Score: -22196636.000000 Penalty: 6007.649414
	Iteration 12Q: 3 clusters Score -2.219664e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 181153 members 
Entering Unmasked Estep 
Score: -22197008.000000 Penalty: 6007.649414
	Iteration 13Q: 3 clusters Score -2.219701e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 181378 members 
Entering Unmasked Estep 
Score: -22197160.000000 Penalty: 6007.649414
	Iteration 14Q: 3 clusters Score -2.219716e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 181475 members 
Entering Unmasked Estep 
Score: -22197262.000000 Penalty: 6007.649414
	Iteration 15Q: 3 clusters Score -2.219726e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 181542 members 
Entering Unmasked Estep 
Score: -22197304.000000 Penalty: 6007.649414
	Iteration 16Q: 3 clusters Score -2.21973e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 181574 members 
Entering Unmasked Estep 
Score: -22197342.000000 Penalty: 6007.649414
	Iteration 17Q: 3 clusters Score -2.219734e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 181597 members 
Entering Unmasked Estep 
Score: -22197384.000000 Penalty: 6007.649414
	Iteration 18Q: 3 clusters Score -2.219738e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 181626 members 
Entering Unmasked Estep 
Score: -22197398.000000 Penalty: 6007.649414
	Iteration 19Q: 3 clusters Score -2.21974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 181640 members 
Entering Unmasked Estep 
Score: -22197410.000000 Penalty: 6007.649414
	Iteration 20F: 3 clusters Score -2.219741e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 181654 members 
Entering Unmasked Estep 
Score: -22197442.000000 Penalty: 6007.649414
	Iteration 21Q: 3 clusters Score -2.219744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 181661 members 
Entering Unmasked Estep 
Score: -22197452.000000 Penalty: 6007.649414
	Iteration 22Q: 3 clusters Score -2.219745e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 181668 members 
Entering Unmasked Estep 
Score: -22197474.000000 Penalty: 6007.649414
	Iteration 23Q: 3 clusters Score -2.219747e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 181674 members 
Entering Unmasked Estep 
Score: -22197478.000000 Penalty: 6007.649414
	Iteration 24Q: 3 clusters Score -2.219748e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 181681 members 
Entering Unmasked Estep 
Score: -22197488.000000 Penalty: 6007.649414
	Iteration 25Q: 3 clusters Score -2.219749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 181686 members 
Entering Unmasked Estep 
Score: -22197496.000000 Penalty: 6007.649414
	Iteration 26Q: 3 clusters Score -2.21975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 181690 members 
Entering Unmasked Estep 
Score: -22197500.000000 Penalty: 6007.649414
	Iteration 27Q: 3 clusters Score -2.21975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 181690 members 
Entering Unmasked Estep 
Score: -22197512.000000 Penalty: 6007.649414
	Iteration 28Q: 3 clusters Score -2.219751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 181691 members 
Entering Unmasked Estep 
Score: -22197506.000000 Penalty: 6007.649414
	Iteration 29Q: 3 clusters Score -2.219751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 181692 members 
Entering Unmasked Estep 
Score: -22197504.000000 Penalty: 6007.649414
	Iteration 30Q: 3 clusters Score -2.21975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 181691 members 
Entering Unmasked Estep 
Score: -22197506.000000 Penalty: 6007.649414
	Iteration 31Q: 3 clusters Score -2.219751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 181690 members 
Entering Unmasked Estep 
Score: -22197502.000000 Penalty: 6007.649414
	Iteration 32Q: 3 clusters Score -2.21975e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 181690 members 
Entering Unmasked Estep 
Score: -22197502.000000 Penalty: 6007.649414
	Iteration 33F: 3 clusters Score -2.21975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (49121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Entering Unmasked Estep 
Score: -5924602.500000 Penalty: 2678.906494
	Iteration 0F: 2 clusters Score -5924602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -5891458.500000 Penalty: 5357.812988
	Iteration 0F: 3 clusters Score -5891458 nChanged 22616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -5903917.500000 Penalty: 5357.812988
	Iteration 1F: 3 clusters Score -5903918 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -5904563.500000 Penalty: 5357.812988
	Iteration 2Q: 3 clusters Score -5904564 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -5905261.500000 Penalty: 5357.812988
	Iteration 3Q: 3 clusters Score -5905262 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -5906019.000000 Penalty: 5357.812988
	Iteration 4Q: 3 clusters Score -5906019 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -5906836.000000 Penalty: 5357.812988
	Iteration 5Q: 3 clusters Score -5906836 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -5907919.000000 Penalty: 5357.812988
	Iteration 6Q: 3 clusters Score -5907919 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -5909104.500000 Penalty: 5357.812988
	Iteration 7F: 3 clusters Score -5909104 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -5910542.500000 Penalty: 5357.812988
	Iteration 8F: 3 clusters Score -5910542 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -5912031.500000 Penalty: 5357.812988
	Iteration 9F: 3 clusters Score -5912032 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -5913481.500000 Penalty: 5357.812988
	Iteration 10Q: 3 clusters Score -5913482 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -5914684.500000 Penalty: 5357.812988
	Iteration 11Q: 3 clusters Score -5914684 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -5915696.500000 Penalty: 5357.812988
	Iteration 12Q: 3 clusters Score -5915696 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -5916644.500000 Penalty: 5357.812988
	Iteration 13Q: 3 clusters Score -5916644 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -5917617.500000 Penalty: 5357.812988
	Iteration 14Q: 3 clusters Score -5917618 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -5918705.500000 Penalty: 5357.812988
	Iteration 15Q: 3 clusters Score -5918706 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -5919696.000000 Penalty: 5357.812988
	Iteration 16Q: 3 clusters Score -5919696 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -5920347.000000 Penalty: 5357.812988
	Iteration 17Q: 3 clusters Score -5920347 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -5920762.000000 Penalty: 5357.812988
	Iteration 18Q: 3 clusters Score -5920762 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -5921040.000000 Penalty: 5357.812988
	Iteration 19Q: 3 clusters Score -5921040 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -5921226.500000 Penalty: 5357.812988
	Iteration 20F: 3 clusters Score -5921226 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -5921332.500000 Penalty: 5357.812988
	Iteration 21Q: 3 clusters Score -5921332 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -5921462.500000 Penalty: 5357.812988
	Iteration 22Q: 3 clusters Score -5921462 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -5921559.000000 Penalty: 5357.812988
	Iteration 23Q: 3 clusters Score -5921559 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -5921620.000000 Penalty: 5357.812988
	Iteration 24Q: 3 clusters Score -5921620 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -5921683.000000 Penalty: 5357.812988
	Iteration 25Q: 3 clusters Score -5921683 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -5921749.000000 Penalty: 5357.812988
	Iteration 26Q: 3 clusters Score -5921749 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -5921777.500000 Penalty: 5357.812988
	Iteration 27Q: 3 clusters Score -5921778 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -5921793.000000 Penalty: 5357.812988
	Iteration 28Q: 3 clusters Score -5921793 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -5921826.000000 Penalty: 5357.812988
	Iteration 29Q: 3 clusters Score -5921826 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -5921846.000000 Penalty: 5357.812988
	Iteration 30Q: 3 clusters Score -5921846 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -5921866.000000 Penalty: 5357.812988
	Iteration 31Q: 3 clusters Score -5921866 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -5921868.500000 Penalty: 5357.812988
	Iteration 32Q: 3 clusters Score -5921868 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -5921873.000000 Penalty: 5357.812988
	Iteration 33Q: 3 clusters Score -5921873 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -5921875.500000 Penalty: 5357.812988
	Iteration 34Q: 3 clusters Score -5921876 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -5921884.000000 Penalty: 5357.812988
	Iteration 35Q: 3 clusters Score -5921884 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -5921896.000000 Penalty: 5357.812988
	Iteration 36Q: 3 clusters Score -5921896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -5921908.000000 Penalty: 5357.812988
	Iteration 37Q: 3 clusters Score -5921908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -5921915.500000 Penalty: 5357.812988
	Iteration 38Q: 3 clusters Score -5921916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -5921924.500000 Penalty: 5357.812988
	Iteration 39Q: 3 clusters Score -5921924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -5921922.000000 Penalty: 5357.812988
	Iteration 40F: 3 clusters Score -5921922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -5921928.500000 Penalty: 5357.812988
	Iteration 41Q: 3 clusters Score -5921928 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -5921931.500000 Penalty: 5357.812988
	Iteration 42Q: 3 clusters Score -5921932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -5921955.500000 Penalty: 5357.812988
	Iteration 43Q: 3 clusters Score -5921956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -5921952.500000 Penalty: 5357.812988
	Iteration 44Q: 3 clusters Score -5921952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -5921965.500000 Penalty: 5357.812988
	Iteration 45Q: 3 clusters Score -5921966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -5921974.500000 Penalty: 5357.812988
	Iteration 46Q: 3 clusters Score -5921974 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -5921978.000000 Penalty: 5357.812988
	Iteration 47Q: 3 clusters Score -5921978 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -5921995.500000 Penalty: 5357.812988
	Iteration 48Q: 3 clusters Score -5921996 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -5921995.500000 Penalty: 5357.812988
	Iteration 49Q: 3 clusters Score -5921996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -5922011.000000 Penalty: 5357.812988
	Iteration 50Q: 3 clusters Score -5922011 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -5922028.000000 Penalty: 5357.812988
	Iteration 51Q: 3 clusters Score -5922028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -5922037.500000 Penalty: 5357.812988
	Iteration 52Q: 3 clusters Score -5922038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -5922045.500000 Penalty: 5357.812988
	Iteration 53Q: 3 clusters Score -5922046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -5922048.000000 Penalty: 5357.812988
	Iteration 54Q: 3 clusters Score -5922048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -5922050.500000 Penalty: 5357.812988
	Iteration 55Q: 3 clusters Score -5922050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -5922037.500000 Penalty: 5357.812988
	Iteration 56Q: 3 clusters Score -5922038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -5922048.500000 Penalty: 5357.812988
	Iteration 57Q: 3 clusters Score -5922048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -5922044.500000 Penalty: 5357.812988
	Iteration 58Q: 3 clusters Score -5922044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -5922052.000000 Penalty: 5357.812988
	Iteration 59Q: 3 clusters Score -5922052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -5922060.500000 Penalty: 5357.812988
	Iteration 60F: 3 clusters Score -5922060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -5922063.500000 Penalty: 5357.812988
	Iteration 61Q: 3 clusters Score -5922064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -5922061.500000 Penalty: 5357.812988
	Iteration 62Q: 3 clusters Score -5922062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -5922062.000000 Penalty: 5357.812988
	Iteration 63Q: 3 clusters Score -5922062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -5922067.000000 Penalty: 5357.812988
	Iteration 64Q: 3 clusters Score -5922067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -5922076.500000 Penalty: 5357.812988
	Iteration 65Q: 3 clusters Score -5922076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -5922080.500000 Penalty: 5357.812988
	Iteration 66Q: 3 clusters Score -5922080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5922080.500000 Penalty: 5357.812988
	Iteration 67Q: 3 clusters Score -5922080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -5922092.500000 Penalty: 5357.812988
	Iteration 68Q: 3 clusters Score -5922092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -5922104.500000 Penalty: 5357.812988
	Iteration 69Q: 3 clusters Score -5922104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -5922103.000000 Penalty: 5357.812988
	Iteration 70Q: 3 clusters Score -5922103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5922097.000000 Penalty: 5357.812988
	Iteration 71Q: 3 clusters Score -5922097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -5922095.000000 Penalty: 5357.812988
	Iteration 72Q: 3 clusters Score -5922095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -5922091.000000 Penalty: 5357.812988
	Iteration 73Q: 3 clusters Score -5922091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -5922084.000000 Penalty: 5357.812988
	Iteration 74Q: 3 clusters Score -5922084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -5922091.500000 Penalty: 5357.812988
	Iteration 75Q: 3 clusters Score -5922092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -5922096.500000 Penalty: 5357.812988
	Iteration 76Q: 3 clusters Score -5922096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -5922098.000000 Penalty: 5357.812988
	Iteration 77Q: 3 clusters Score -5922098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -5922100.000000 Penalty: 5357.812988
	Iteration 78Q: 3 clusters Score -5922100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -5922099.500000 Penalty: 5357.812988
	Iteration 79Q: 3 clusters Score -5922100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -5922112.000000 Penalty: 5357.812988
	Iteration 80F: 3 clusters Score -5922112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -5922109.000000 Penalty: 5357.812988
	Iteration 81Q: 3 clusters Score -5922109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -5922102.000000 Penalty: 5357.812988
	Iteration 82Q: 3 clusters Score -5922102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -5922102.500000 Penalty: 5357.812988
	Iteration 83Q: 3 clusters Score -5922102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -5922100.500000 Penalty: 5357.812988
	Iteration 84Q: 3 clusters Score -5922100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -5922099.500000 Penalty: 5357.812988
	Iteration 85Q: 3 clusters Score -5922100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -5922102.000000 Penalty: 5357.812988
	Iteration 86Q: 3 clusters Score -5922102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -5922107.000000 Penalty: 5357.812988
	Iteration 87Q: 3 clusters Score -5922107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -5922106.500000 Penalty: 5357.812988
	Iteration 88Q: 3 clusters Score -5922106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -5922107.500000 Penalty: 5357.812988
	Iteration 89Q: 3 clusters Score -5922108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -5922106.500000 Penalty: 5357.812988
	Iteration 90Q: 3 clusters Score -5922106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -5922109.500000 Penalty: 5357.812988
	Iteration 91Q: 3 clusters Score -5922110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -5922109.500000 Penalty: 5357.812988
	Iteration 92F: 3 clusters Score -5922110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (224127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224127 members 
Entering Unmasked Estep 
Score: -27527038.000000 Penalty: 3055.352051
	Iteration 0F: 2 clusters Score -2.752704e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111803 members 
Mstep: Class 2 contains 112324 members 
Entering Unmasked Estep 
Score: -27381576.000000 Penalty: 6110.704102
	Iteration 0F: 3 clusters Score -2.738158e+07 nChanged 107823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107804 members 
Mstep: Class 2 contains 116323 members 
Entering Unmasked Estep 
Score: -27445858.000000 Penalty: 6110.704102
	Iteration 1F: 3 clusters Score -2.744586e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105031 members 
Mstep: Class 2 contains 119096 members 
Entering Unmasked Estep 
Score: -27448270.000000 Penalty: 6110.704102
	Iteration 2Q: 3 clusters Score -2.744827e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100869 members 
Mstep: Class 2 contains 123258 members 
Entering Unmasked Estep 
Score: -27451682.000000 Penalty: 6110.704102
	Iteration 3Q: 3 clusters Score -2.745168e+07 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94583 members 
Mstep: Class 2 contains 129544 members 
Entering Unmasked Estep 
Score: -27457760.000000 Penalty: 6110.704102
	Iteration 4F: 3 clusters Score -2.745776e+07 nChanged 14165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 138259 members 
Entering Unmasked Estep 
Score: -27467028.000000 Penalty: 6110.704102
	Iteration 5F: 3 clusters Score -2.746703e+07 nChanged 16019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75719 members 
Mstep: Class 2 contains 148408 members 
Entering Unmasked Estep 
Score: -27478974.000000 Penalty: 6110.704102
	Iteration 6F: 3 clusters Score -2.747897e+07 nChanged 15595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66410 members 
Mstep: Class 2 contains 157717 members 
Entering Unmasked Estep 
Score: -27492100.000000 Penalty: 6110.704102
	Iteration 7F: 3 clusters Score -2.74921e+07 nChanged 13364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 164673 members 
Entering Unmasked Estep 
Score: -27501814.000000 Penalty: 6110.704102
	Iteration 8F: 3 clusters Score -2.750181e+07 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 169441 members 
Entering Unmasked Estep 
Score: -27507434.000000 Penalty: 6110.704102
	Iteration 9Q: 3 clusters Score -2.750743e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 173205 members 
Entering Unmasked Estep 
Score: -27510266.000000 Penalty: 6110.704102
	Iteration 10Q: 3 clusters Score -2.751027e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 176594 members 
Entering Unmasked Estep 
Score: -27512008.000000 Penalty: 6110.704102
	Iteration 11Q: 3 clusters Score -2.751201e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 179841 members 
Entering Unmasked Estep 
Score: -27513150.000000 Penalty: 6110.704102
	Iteration 12Q: 3 clusters Score -2.751315e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 183004 members 
Entering Unmasked Estep 
Score: -27514196.000000 Penalty: 6110.704102
	Iteration 13Q: 3 clusters Score -2.75142e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 186077 members 
Entering Unmasked Estep 
Score: -27515384.000000 Penalty: 6110.704102
	Iteration 14Q: 3 clusters Score -2.751538e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 188951 members 
Entering Unmasked Estep 
Score: -27516234.000000 Penalty: 6110.704102
	Iteration 15Q: 3 clusters Score -2.751623e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 191798 members 
Entering Unmasked Estep 
Score: -27517280.000000 Penalty: 6110.704102
	Iteration 16Q: 3 clusters Score -2.751728e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 194588 members 
Entering Unmasked Estep 
Score: -27518114.000000 Penalty: 6110.704102
	Iteration 17Q: 3 clusters Score -2.751811e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 197204 members 
Entering Unmasked Estep 
Score: -27518978.000000 Penalty: 6110.704102
	Iteration 18Q: 3 clusters Score -2.751898e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 199666 members 
Entering Unmasked Estep 
Score: -27519660.000000 Penalty: 6110.704102
	Iteration 19Q: 3 clusters Score -2.751966e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 201973 members 
Entering Unmasked Estep 
Score: -27520396.000000 Penalty: 6110.704102
	Iteration 20F: 3 clusters Score -2.75204e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 204091 members 
Entering Unmasked Estep 
Score: -27520798.000000 Penalty: 6110.704102
	Iteration 21Q: 3 clusters Score -2.75208e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 206067 members 
Entering Unmasked Estep 
Score: -27521188.000000 Penalty: 6110.704102
	Iteration 22Q: 3 clusters Score -2.752119e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 207845 members 
Entering Unmasked Estep 
Score: -27521604.000000 Penalty: 6110.704102
	Iteration 23Q: 3 clusters Score -2.75216e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 209573 members 
Entering Unmasked Estep 
Score: -27522012.000000 Penalty: 6110.704102
	Iteration 24Q: 3 clusters Score -2.752201e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 211184 members 
Entering Unmasked Estep 
Score: -27522526.000000 Penalty: 6110.704102
	Iteration 25Q: 3 clusters Score -2.752253e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 212656 members 
Entering Unmasked Estep 
Score: -27522928.000000 Penalty: 6110.704102
	Iteration 26Q: 3 clusters Score -2.752293e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 214001 members 
Entering Unmasked Estep 
Score: -27523390.000000 Penalty: 6110.704102
	Iteration 27Q: 3 clusters Score -2.752339e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 215169 members 
Entering Unmasked Estep 
Score: -27523868.000000 Penalty: 6110.704102
	Iteration 28Q: 3 clusters Score -2.752387e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 216157 members 
Entering Unmasked Estep 
Score: -27524400.000000 Penalty: 6110.704102
	Iteration 29Q: 3 clusters Score -2.75244e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 216952 members 
Entering Unmasked Estep 
Score: -27524854.000000 Penalty: 6110.704102
	Iteration 30Q: 3 clusters Score -2.752485e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 217534 members 
Entering Unmasked Estep 
Score: -27525264.000000 Penalty: 6110.704102
	Iteration 31Q: 3 clusters Score -2.752526e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 217958 members 
Entering Unmasked Estep 
Score: -27525544.000000 Penalty: 6110.704102
	Iteration 32Q: 3 clusters Score -2.752554e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 218223 members 
Entering Unmasked Estep 
Score: -27525736.000000 Penalty: 6110.704102
	Iteration 33Q: 3 clusters Score -2.752574e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 218413 members 
Entering Unmasked Estep 
Score: -27525852.000000 Penalty: 6110.704102
	Iteration 34Q: 3 clusters Score -2.752585e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 218542 members 
Entering Unmasked Estep 
Score: -27525850.000000 Penalty: 6110.704102
	Iteration 35Q: 3 clusters Score -2.752585e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 218656 members 
Entering Unmasked Estep 
Score: -27525914.000000 Penalty: 6110.704102
	Iteration 36Q: 3 clusters Score -2.752591e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 218739 members 
Entering Unmasked Estep 
Score: -27525908.000000 Penalty: 6110.704102
	Iteration 37Q: 3 clusters Score -2.752591e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 218808 members 
Entering Unmasked Estep 
Score: -27525960.000000 Penalty: 6110.704102
	Iteration 38Q: 3 clusters Score -2.752596e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 218861 members 
Entering Unmasked Estep 
Score: -27525922.000000 Penalty: 6110.704102
	Iteration 39Q: 3 clusters Score -2.752592e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 218903 members 
Entering Unmasked Estep 
Score: -27525950.000000 Penalty: 6110.704102
	Iteration 40F: 3 clusters Score -2.752595e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 218939 members 
Entering Unmasked Estep 
Score: -27525938.000000 Penalty: 6110.704102
	Iteration 41Q: 3 clusters Score -2.752594e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 218957 members 
Entering Unmasked Estep 
Score: -27525948.000000 Penalty: 6110.704102
	Iteration 42Q: 3 clusters Score -2.752595e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 218977 members 
Entering Unmasked Estep 
Score: -27525916.000000 Penalty: 6110.704102
	Iteration 43Q: 3 clusters Score -2.752592e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 218990 members 
Entering Unmasked Estep 
Score: -27525926.000000 Penalty: 6110.704102
	Iteration 44Q: 3 clusters Score -2.752593e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 218996 members 
Entering Unmasked Estep 
Score: -27525954.000000 Penalty: 6110.704102
	Iteration 45Q: 3 clusters Score -2.752595e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 219000 members 
Entering Unmasked Estep 
Score: -27525968.000000 Penalty: 6110.704102
	Iteration 46Q: 3 clusters Score -2.752597e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 219012 members 
Entering Unmasked Estep 
Score: -27525930.000000 Penalty: 6110.704102
	Iteration 47Q: 3 clusters Score -2.752593e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 219022 members 
Entering Unmasked Estep 
Score: -27525920.000000 Penalty: 6110.704102
	Iteration 48Q: 3 clusters Score -2.752592e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 219029 members 
Entering Unmasked Estep 
Score: -27525942.000000 Penalty: 6110.704102
	Iteration 49Q: 3 clusters Score -2.752594e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 219046 members 
Entering Unmasked Estep 
Score: -27525924.000000 Penalty: 6110.704102
	Iteration 50Q: 3 clusters Score -2.752592e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 219062 members 
Entering Unmasked Estep 
Score: -27525940.000000 Penalty: 6110.704102
	Iteration 51Q: 3 clusters Score -2.752594e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 219078 members 
Entering Unmasked Estep 
Score: -27525902.000000 Penalty: 6110.704102
	Iteration 52Q: 3 clusters Score -2.75259e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 219091 members 
Entering Unmasked Estep 
Score: -27525962.000000 Penalty: 6110.704102
	Iteration 53Q: 3 clusters Score -2.752596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 219102 members 
Entering Unmasked Estep 
Score: -27525964.000000 Penalty: 6110.704102
	Iteration 54Q: 3 clusters Score -2.752596e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 219117 members 
Entering Unmasked Estep 
Score: -27525922.000000 Penalty: 6110.704102
	Iteration 55Q: 3 clusters Score -2.752592e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 219131 members 
Entering Unmasked Estep 
Score: -27525928.000000 Penalty: 6110.704102
	Iteration 56Q: 3 clusters Score -2.752593e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 219136 members 
Entering Unmasked Estep 
Score: -27525940.000000 Penalty: 6110.704102
	Iteration 57Q: 3 clusters Score -2.752594e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 219138 members 
Entering Unmasked Estep 
Score: -27525948.000000 Penalty: 6110.704102
	Iteration 58Q: 3 clusters Score -2.752595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 219137 members 
Entering Unmasked Estep 
Score: -27525952.000000 Penalty: 6110.704102
	Iteration 59Q: 3 clusters Score -2.752595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 219138 members 
Entering Unmasked Estep 
Score: -27525956.000000 Penalty: 6110.704102
	Iteration 60F: 3 clusters Score -2.752596e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 219142 members 
Entering Unmasked Estep 
Score: -27525964.000000 Penalty: 6110.704102
	Iteration 61Q: 3 clusters Score -2.752596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 219146 members 
Entering Unmasked Estep 
Score: -27525968.000000 Penalty: 6110.704102
	Iteration 62Q: 3 clusters Score -2.752597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 219146 members 
Entering Unmasked Estep 
Score: -27525966.000000 Penalty: 6110.704102
	Iteration 63Q: 3 clusters Score -2.752597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 219147 members 
Entering Unmasked Estep 
Score: -27525946.000000 Penalty: 6110.704102
	Iteration 64Q: 3 clusters Score -2.752595e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 219152 members 
Entering Unmasked Estep 
Score: -27525956.000000 Penalty: 6110.704102
	Iteration 65Q: 3 clusters Score -2.752596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 219154 members 
Entering Unmasked Estep 
Score: -27525952.000000 Penalty: 6110.704102
	Iteration 66Q: 3 clusters Score -2.752595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 219159 members 
Entering Unmasked Estep 
Score: -27525964.000000 Penalty: 6110.704102
	Iteration 67Q: 3 clusters Score -2.752596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 219168 members 
Entering Unmasked Estep 
Score: -27525974.000000 Penalty: 6110.704102
	Iteration 68Q: 3 clusters Score -2.752597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 219180 members 
Entering Unmasked Estep 
Score: -27525968.000000 Penalty: 6110.704102
	Iteration 69Q: 3 clusters Score -2.752597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 219190 members 
Entering Unmasked Estep 
Score: -27525986.000000 Penalty: 6110.704102
	Iteration 70Q: 3 clusters Score -2.752599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 219198 members 
Entering Unmasked Estep 
Score: -27525972.000000 Penalty: 6110.704102
	Iteration 71Q: 3 clusters Score -2.752597e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 219200 members 
Entering Unmasked Estep 
Score: -27525974.000000 Penalty: 6110.704102
	Iteration 72Q: 3 clusters Score -2.752597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 219204 members 
Entering Unmasked Estep 
Score: -27525950.000000 Penalty: 6110.704102
	Iteration 73Q: 3 clusters Score -2.752595e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 219208 members 
Entering Unmasked Estep 
Score: -27525960.000000 Penalty: 6110.704102
	Iteration 74Q: 3 clusters Score -2.752596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 219210 members 
Entering Unmasked Estep 
Score: -27525960.000000 Penalty: 6110.704102
	Iteration 75Q: 3 clusters Score -2.752596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 219211 members 
Entering Unmasked Estep 
Score: -27525980.000000 Penalty: 6110.704102
	Iteration 76Q: 3 clusters Score -2.752598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 219209 members 
Entering Unmasked Estep 
Score: -27525968.000000 Penalty: 6110.704102
	Iteration 77Q: 3 clusters Score -2.752597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 219210 members 
Entering Unmasked Estep 
Score: -27525954.000000 Penalty: 6110.704102
	Iteration 78Q: 3 clusters Score -2.752595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 219213 members 
Entering Unmasked Estep 
Score: -27525972.000000 Penalty: 6110.704102
	Iteration 79Q: 3 clusters Score -2.752597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 219216 members 
Entering Unmasked Estep 
Score: -27525982.000000 Penalty: 6110.704102
	Iteration 80F: 3 clusters Score -2.752598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 219220 members 
Entering Unmasked Estep 
Score: -27525980.000000 Penalty: 6110.704102
	Iteration 81Q: 3 clusters Score -2.752598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 219224 members 
Entering Unmasked Estep 
Score: -27525990.000000 Penalty: 6110.704102
	Iteration 82Q: 3 clusters Score -2.752599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 219228 members 
Entering Unmasked Estep 
Score: -27526000.000000 Penalty: 6110.704102
	Iteration 83Q: 3 clusters Score -2.7526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 219229 members 
Entering Unmasked Estep 
Score: -27525994.000000 Penalty: 6110.704102
	Iteration 84Q: 3 clusters Score -2.752599e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 219231 members 
Entering Unmasked Estep 
Score: -27526020.000000 Penalty: 6110.704102
	Iteration 85Q: 3 clusters Score -2.752602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 219231 members 
Entering Unmasked Estep 
Score: -27526044.000000 Penalty: 6110.704102
	Iteration 86Q: 3 clusters Score -2.752604e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 219233 members 
Entering Unmasked Estep 
Score: -27526038.000000 Penalty: 6110.704102
	Iteration 87Q: 3 clusters Score -2.752604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 219233 members 
Entering Unmasked Estep 
Score: -27526038.000000 Penalty: 6110.704102
	Iteration 88F: 3 clusters Score -2.752604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Entering Unmasked Estep 
Score: -415513.156250 Penalty: 2016.400635
	Iteration 0F: 2 clusters Score -415513.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -411952.562500 Penalty: 4032.801270
	Iteration 0F: 3 clusters Score -411952.6 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -412685.625000 Penalty: 4032.801270
	Iteration 1F: 3 clusters Score -412685.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -412847.968750 Penalty: 4032.801270
	Iteration 2F: 3 clusters Score -412848 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -412954.843750 Penalty: 4032.801270
	Iteration 3Q: 3 clusters Score -412954.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -413024.562500 Penalty: 4032.801270
	Iteration 4Q: 3 clusters Score -413024.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -413075.468750 Penalty: 4032.801270
	Iteration 5Q: 3 clusters Score -413075.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -413123.781250 Penalty: 4032.801270
	Iteration 6Q: 3 clusters Score -413123.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -413170.156250 Penalty: 4032.801270
	Iteration 7Q: 3 clusters Score -413170.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -413203.500000 Penalty: 4032.801270
	Iteration 8Q: 3 clusters Score -413203.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -413231.968750 Penalty: 4032.801270
	Iteration 9Q: 3 clusters Score -413232 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -413269.593750 Penalty: 4032.801270
	Iteration 10Q: 3 clusters Score -413269.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -413310.375000 Penalty: 4032.801270
	Iteration 11Q: 3 clusters Score -413310.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -413350.468750 Penalty: 4032.801270
	Iteration 12Q: 3 clusters Score -413350.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -413403.968750 Penalty: 4032.801270
	Iteration 13Q: 3 clusters Score -413404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -413465.812500 Penalty: 4032.801270
	Iteration 14Q: 3 clusters Score -413465.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -413547.468750 Penalty: 4032.801270
	Iteration 15Q: 3 clusters Score -413547.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -413649.437500 Penalty: 4032.801270
	Iteration 16Q: 3 clusters Score -413649.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -413789.250000 Penalty: 4032.801270
	Iteration 17Q: 3 clusters Score -413789.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -413987.125000 Penalty: 4032.801270
	Iteration 18Q: 3 clusters Score -413987.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -414322.406250 Penalty: 4032.801270
	Iteration 19Q: 3 clusters Score -414322.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -414762.125000 Penalty: 4032.801270
	Iteration 20F: 3 clusters Score -414762.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -415245.843750 Penalty: 4032.801270
	Iteration 21F: 3 clusters Score -415245.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -415807.156250 Penalty: 4032.801270
	Iteration 22F: 3 clusters Score -415807.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -416255.687500 Penalty: 4032.801270
	Iteration 23Q: 3 clusters Score -416255.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -416329.843750 Penalty: 4032.801270
	Iteration 24Q: 3 clusters Score -416329.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -416332.718750 Penalty: 4032.801270
	Iteration 25Q: 3 clusters Score -416332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -416333.125000 Penalty: 4032.801270
	Iteration 26Q: 3 clusters Score -416333.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -416333.125000 Penalty: 4032.801270
	Iteration 27F: 3 clusters Score -416333.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 1701 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 444 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 1696 members 
Entering Unmasked Estep 
Score: -148102640.000000 Penalty: 132266.796875
Splitting cluster 20 changes total score from -148103520.000000 to -148102640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (12606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Entering Unmasked Estep 
Score: -1502423.875000 Penalty: 2341.598145
	Iteration 0F: 2 clusters Score -1502424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1493058.625000 Penalty: 4683.196289
	Iteration 0F: 3 clusters Score -1493059 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1496103.625000 Penalty: 4683.196289
	Iteration 1F: 3 clusters Score -1496104 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1496531.000000 Penalty: 4683.196289
	Iteration 2F: 3 clusters Score -1496531 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1496878.000000 Penalty: 4683.196289
	Iteration 3F: 3 clusters Score -1496878 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1497240.500000 Penalty: 4683.196289
	Iteration 4Q: 3 clusters Score -1497240 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1497667.625000 Penalty: 4683.196289
	Iteration 5Q: 3 clusters Score -1497668 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1498254.000000 Penalty: 4683.196289
	Iteration 6F: 3 clusters Score -1498254 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1498889.625000 Penalty: 4683.196289
	Iteration 7F: 3 clusters Score -1498890 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1499537.750000 Penalty: 4683.196289
	Iteration 8F: 3 clusters Score -1499538 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1500127.125000 Penalty: 4683.196289
	Iteration 9F: 3 clusters Score -1500127 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1500597.875000 Penalty: 4683.196289
	Iteration 10Q: 3 clusters Score -1500598 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1500996.000000 Penalty: 4683.196289
	Iteration 11Q: 3 clusters Score -1500996 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1501261.500000 Penalty: 4683.196289
	Iteration 12Q: 3 clusters Score -1501262 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1501433.000000 Penalty: 4683.196289
	Iteration 13Q: 3 clusters Score -1501433 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1501535.375000 Penalty: 4683.196289
	Iteration 14Q: 3 clusters Score -1501535 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1501585.750000 Penalty: 4683.196289
	Iteration 15Q: 3 clusters Score -1501586 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1501617.875000 Penalty: 4683.196289
	Iteration 16Q: 3 clusters Score -1501618 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1501643.375000 Penalty: 4683.196289
	Iteration 17Q: 3 clusters Score -1501643 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1501659.500000 Penalty: 4683.196289
	Iteration 18Q: 3 clusters Score -1501660 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1501669.375000 Penalty: 4683.196289
	Iteration 19Q: 3 clusters Score -1501669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1501669.625000 Penalty: 4683.196289
	Iteration 20F: 3 clusters Score -1501670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1501675.000000 Penalty: 4683.196289
	Iteration 21Q: 3 clusters Score -1501675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1501680.250000 Penalty: 4683.196289
	Iteration 22Q: 3 clusters Score -1501680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1501684.250000 Penalty: 4683.196289
	Iteration 23Q: 3 clusters Score -1501684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1501683.875000 Penalty: 4683.196289
	Iteration 24Q: 3 clusters Score -1501684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1501687.375000 Penalty: 4683.196289
	Iteration 25Q: 3 clusters Score -1501687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1501686.750000 Penalty: 4683.196289
	Iteration 26Q: 3 clusters Score -1501687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1501691.875000 Penalty: 4683.196289
	Iteration 27Q: 3 clusters Score -1501692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1501690.125000 Penalty: 4683.196289
	Iteration 28Q: 3 clusters Score -1501690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1501690.125000 Penalty: 4683.196289
	Iteration 29Q: 3 clusters Score -1501690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1501689.000000 Penalty: 4683.196289
	Iteration 30Q: 3 clusters Score -1501689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1501692.625000 Penalty: 4683.196289
	Iteration 31Q: 3 clusters Score -1501693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1501692.625000 Penalty: 4683.196289
	Iteration 32Q: 3 clusters Score -1501693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1501695.125000 Penalty: 4683.196289
	Iteration 33Q: 3 clusters Score -1501695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1501694.625000 Penalty: 4683.196289
	Iteration 34Q: 3 clusters Score -1501695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1501692.750000 Penalty: 4683.196289
	Iteration 35Q: 3 clusters Score -1501693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1501695.125000 Penalty: 4683.196289
	Iteration 36Q: 3 clusters Score -1501695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1501696.375000 Penalty: 4683.196289
	Iteration 37Q: 3 clusters Score -1501696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1501696.000000 Penalty: 4683.196289
	Iteration 38Q: 3 clusters Score -1501696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1501695.750000 Penalty: 4683.196289
	Iteration 39Q: 3 clusters Score -1501696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1501694.750000 Penalty: 4683.196289
	Iteration 40F: 3 clusters Score -1501695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1501695.750000 Penalty: 4683.196289
	Iteration 41Q: 3 clusters Score -1501696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1501695.750000 Penalty: 4683.196289
	Iteration 42F: 3 clusters Score -1501696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -220772.609375 Penalty: 1889.691650
	Iteration 0F: 2 clusters Score -220772.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -218170.812500 Penalty: 3779.383301
	Iteration 0F: 3 clusters Score -218170.8 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -218828.000000 Penalty: 3779.383301
	Iteration 1F: 3 clusters Score -218828 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -219141.437500 Penalty: 3779.383301
	Iteration 2F: 3 clusters Score -219141.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -219399.468750 Penalty: 3779.383301
	Iteration 3F: 3 clusters Score -219399.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -219626.125000 Penalty: 3779.383301
	Iteration 4F: 3 clusters Score -219626.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -219809.281250 Penalty: 3779.383301
	Iteration 5F: 3 clusters Score -219809.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -219925.875000 Penalty: 3779.383301
	Iteration 6Q: 3 clusters Score -219925.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -220025.140625 Penalty: 3779.383301
	Iteration 7Q: 3 clusters Score -220025.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -220078.843750 Penalty: 3779.383301
	Iteration 8Q: 3 clusters Score -220078.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -220115.468750 Penalty: 3779.383301
	Iteration 9Q: 3 clusters Score -220115.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -220151.046875 Penalty: 3779.383301
	Iteration 10Q: 3 clusters Score -220151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -220180.593750 Penalty: 3779.383301
	Iteration 11Q: 3 clusters Score -220180.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -220208.687500 Penalty: 3779.383301
	Iteration 12Q: 3 clusters Score -220208.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -220233.265625 Penalty: 3779.383301
	Iteration 13Q: 3 clusters Score -220233.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -220252.250000 Penalty: 3779.383301
	Iteration 14Q: 3 clusters Score -220252.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -220269.312500 Penalty: 3779.383301
	Iteration 15Q: 3 clusters Score -220269.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -220279.593750 Penalty: 3779.383301
	Iteration 16Q: 3 clusters Score -220279.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -220295.437500 Penalty: 3779.383301
	Iteration 17Q: 3 clusters Score -220295.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -220303.281250 Penalty: 3779.383301
	Iteration 18Q: 3 clusters Score -220303.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -220317.656250 Penalty: 3779.383301
	Iteration 19Q: 3 clusters Score -220317.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -220339.156250 Penalty: 3779.383301
	Iteration 20F: 3 clusters Score -220339.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -220350.109375 Penalty: 3779.383301
	Iteration 21Q: 3 clusters Score -220350.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -220354.390625 Penalty: 3779.383301
	Iteration 22Q: 3 clusters Score -220354.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -220357.125000 Penalty: 3779.383301
	Iteration 23Q: 3 clusters Score -220357.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -220358.843750 Penalty: 3779.383301
	Iteration 24Q: 3 clusters Score -220358.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -220358.843750 Penalty: 3779.383301
	Iteration 25F: 3 clusters Score -220358.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Entering Unmasked Estep 
Score: -3525715.250000 Penalty: 2562.582520
	Iteration 0F: 2 clusters Score -3525715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3504708.500000 Penalty: 5125.165039
	Iteration 0F: 3 clusters Score -3504708 nChanged 13761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -3512208.750000 Penalty: 5125.165039
	Iteration 1F: 3 clusters Score -3512209 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -3512769.250000 Penalty: 5125.165039
	Iteration 2F: 3 clusters Score -3512769 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -3513391.500000 Penalty: 5125.165039
	Iteration 3Q: 3 clusters Score -3513392 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3514146.250000 Penalty: 5125.165039
	Iteration 4F: 3 clusters Score -3514146 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -3515162.250000 Penalty: 5125.165039
	Iteration 5F: 3 clusters Score -3515162 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3516457.500000 Penalty: 5125.165039
	Iteration 6F: 3 clusters Score -3516458 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3517861.000000 Penalty: 5125.165039
	Iteration 7F: 3 clusters Score -3517861 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -3519162.000000 Penalty: 5125.165039
	Iteration 8F: 3 clusters Score -3519162 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -3520170.250000 Penalty: 5125.165039
	Iteration 9Q: 3 clusters Score -3520170 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3520876.250000 Penalty: 5125.165039
	Iteration 10Q: 3 clusters Score -3520876 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -3521494.750000 Penalty: 5125.165039
	Iteration 11Q: 3 clusters Score -3521495 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3522027.750000 Penalty: 5125.165039
	Iteration 12Q: 3 clusters Score -3522028 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -3522380.500000 Penalty: 5125.165039
	Iteration 13Q: 3 clusters Score -3522380 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -3522576.500000 Penalty: 5125.165039
	Iteration 14Q: 3 clusters Score -3522576 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3522710.000000 Penalty: 5125.165039
	Iteration 15Q: 3 clusters Score -3522710 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -3522792.250000 Penalty: 5125.165039
	Iteration 16Q: 3 clusters Score -3522792 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3522867.000000 Penalty: 5125.165039
	Iteration 17Q: 3 clusters Score -3522867 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3522905.750000 Penalty: 5125.165039
	Iteration 18Q: 3 clusters Score -3522906 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3522920.250000 Penalty: 5125.165039
	Iteration 19Q: 3 clusters Score -3522920 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -3522943.500000 Penalty: 5125.165039
	Iteration 20F: 3 clusters Score -3522944 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -3522960.500000 Penalty: 5125.165039
	Iteration 21Q: 3 clusters Score -3522960 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -3522969.250000 Penalty: 5125.165039
	Iteration 22Q: 3 clusters Score -3522969 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3522996.750000 Penalty: 5125.165039
	Iteration 23Q: 3 clusters Score -3522997 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -3523001.250000 Penalty: 5125.165039
	Iteration 24Q: 3 clusters Score -3523001 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -3523012.250000 Penalty: 5125.165039
	Iteration 25Q: 3 clusters Score -3523012 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -3523022.500000 Penalty: 5125.165039
	Iteration 26Q: 3 clusters Score -3523022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -3523054.000000 Penalty: 5125.165039
	Iteration 27Q: 3 clusters Score -3523054 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -3523069.250000 Penalty: 5125.165039
	Iteration 28Q: 3 clusters Score -3523069 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -3523073.500000 Penalty: 5125.165039
	Iteration 29Q: 3 clusters Score -3523074 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -3523085.000000 Penalty: 5125.165039
	Iteration 30Q: 3 clusters Score -3523085 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3523092.750000 Penalty: 5125.165039
	Iteration 31Q: 3 clusters Score -3523093 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -3523095.250000 Penalty: 5125.165039
	Iteration 32Q: 3 clusters Score -3523095 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -3523111.250000 Penalty: 5125.165039
	Iteration 33Q: 3 clusters Score -3523111 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -3523110.250000 Penalty: 5125.165039
	Iteration 34Q: 3 clusters Score -3523110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -3523114.500000 Penalty: 5125.165039
	Iteration 35Q: 3 clusters Score -3523114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -3523114.000000 Penalty: 5125.165039
	Iteration 36Q: 3 clusters Score -3523114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3523113.000000 Penalty: 5125.165039
	Iteration 37Q: 3 clusters Score -3523113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -3523123.750000 Penalty: 5125.165039
	Iteration 38Q: 3 clusters Score -3523124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -3523116.750000 Penalty: 5125.165039
	Iteration 39Q: 3 clusters Score -3523117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3523128.500000 Penalty: 5125.165039
	Iteration 40F: 3 clusters Score -3523128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -3523136.250000 Penalty: 5125.165039
	Iteration 41Q: 3 clusters Score -3523136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -3523132.000000 Penalty: 5125.165039
	Iteration 42Q: 3 clusters Score -3523132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -3523137.500000 Penalty: 5125.165039
	Iteration 43Q: 3 clusters Score -3523138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3523139.250000 Penalty: 5125.165039
	Iteration 44Q: 3 clusters Score -3523139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3523144.500000 Penalty: 5125.165039
	Iteration 45Q: 3 clusters Score -3523144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3523135.000000 Penalty: 5125.165039
	Iteration 46Q: 3 clusters Score -3523135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3523136.500000 Penalty: 5125.165039
	Iteration 47Q: 3 clusters Score -3523136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -3523142.500000 Penalty: 5125.165039
	Iteration 48Q: 3 clusters Score -3523142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3523145.000000 Penalty: 5125.165039
	Iteration 49Q: 3 clusters Score -3523145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3523145.250000 Penalty: 5125.165039
	Iteration 50Q: 3 clusters Score -3523145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3523155.500000 Penalty: 5125.165039
	Iteration 51Q: 3 clusters Score -3523156 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -3523152.500000 Penalty: 5125.165039
	Iteration 52Q: 3 clusters Score -3523152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -3523161.250000 Penalty: 5125.165039
	Iteration 53Q: 3 clusters Score -3523161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -3523165.250000 Penalty: 5125.165039
	Iteration 54Q: 3 clusters Score -3523165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3523174.000000 Penalty: 5125.165039
	Iteration 55Q: 3 clusters Score -3523174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3523175.750000 Penalty: 5125.165039
	Iteration 56Q: 3 clusters Score -3523176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3523176.750000 Penalty: 5125.165039
	Iteration 57Q: 3 clusters Score -3523177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -3523180.500000 Penalty: 5125.165039
	Iteration 58Q: 3 clusters Score -3523180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3523183.000000 Penalty: 5125.165039
	Iteration 59Q: 3 clusters Score -3523183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3523182.000000 Penalty: 5125.165039
	Iteration 60F: 3 clusters Score -3523182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -3523177.250000 Penalty: 5125.165039
	Iteration 61Q: 3 clusters Score -3523177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3523180.250000 Penalty: 5125.165039
	Iteration 62Q: 3 clusters Score -3523180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3523179.250000 Penalty: 5125.165039
	Iteration 63Q: 3 clusters Score -3523179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3523182.750000 Penalty: 5125.165039
	Iteration 64Q: 3 clusters Score -3523183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3523186.250000 Penalty: 5125.165039
	Iteration 65Q: 3 clusters Score -3523186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3523186.500000 Penalty: 5125.165039
	Iteration 66Q: 3 clusters Score -3523186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -3523185.000000 Penalty: 5125.165039
	Iteration 67Q: 3 clusters Score -3523185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3523187.750000 Penalty: 5125.165039
	Iteration 68Q: 3 clusters Score -3523188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3523187.250000 Penalty: 5125.165039
	Iteration 69Q: 3 clusters Score -3523187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -3523184.500000 Penalty: 5125.165039
	Iteration 70Q: 3 clusters Score -3523184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3523188.000000 Penalty: 5125.165039
	Iteration 71Q: 3 clusters Score -3523188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -3523187.250000 Penalty: 5125.165039
	Iteration 72Q: 3 clusters Score -3523187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3523191.000000 Penalty: 5125.165039
	Iteration 73Q: 3 clusters Score -3523191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -3523194.750000 Penalty: 5125.165039
	Iteration 74Q: 3 clusters Score -3523195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3523188.500000 Penalty: 5125.165039
	Iteration 75Q: 3 clusters Score -3523188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3523190.250000 Penalty: 5125.165039
	Iteration 76Q: 3 clusters Score -3523190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3523192.500000 Penalty: 5125.165039
	Iteration 77Q: 3 clusters Score -3523192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3523193.250000 Penalty: 5125.165039
	Iteration 78Q: 3 clusters Score -3523193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3523193.250000 Penalty: 5125.165039
	Iteration 79Q: 3 clusters Score -3523193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3523194.750000 Penalty: 5125.165039
	Iteration 80F: 3 clusters Score -3523195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3523194.500000 Penalty: 5125.165039
	Iteration 81Q: 3 clusters Score -3523194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -3523194.500000 Penalty: 5125.165039
	Iteration 82F: 3 clusters Score -3523194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -36252.511719 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -36252.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34860.417969 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -34860.42 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35070.636719 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -35070.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35142.218750 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -35142.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35171.902344 Penalty: 2971.766357
	Iteration 3Q: 3 clusters Score -35171.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35178.164062 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -35178.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35178.164062 Penalty: 2971.766357
	Iteration 5F: 3 clusters Score -35178.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (33924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Entering Unmasked Estep 
Score: -4216123.000000 Penalty: 2587.105713
	Iteration 0F: 2 clusters Score -4216123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -4192805.500000 Penalty: 5174.211426
	Iteration 0F: 3 clusters Score -4192806 nChanged 15482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -4201323.000000 Penalty: 5174.211426
	Iteration 1F: 3 clusters Score -4201323 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -4201729.000000 Penalty: 5174.211426
	Iteration 2Q: 3 clusters Score -4201729 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -4202099.000000 Penalty: 5174.211426
	Iteration 3Q: 3 clusters Score -4202099 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -4202373.500000 Penalty: 5174.211426
	Iteration 4Q: 3 clusters Score -4202374 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -4202661.500000 Penalty: 5174.211426
	Iteration 5Q: 3 clusters Score -4202662 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -4202984.500000 Penalty: 5174.211426
	Iteration 6Q: 3 clusters Score -4202984 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -4203327.000000 Penalty: 5174.211426
	Iteration 7Q: 3 clusters Score -4203327 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -4203816.000000 Penalty: 5174.211426
	Iteration 8Q: 3 clusters Score -4203816 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -4204504.000000 Penalty: 5174.211426
	Iteration 9Q: 3 clusters Score -4204504 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -4205613.000000 Penalty: 5174.211426
	Iteration 10F: 3 clusters Score -4205613 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -4207135.000000 Penalty: 5174.211426
	Iteration 11F: 3 clusters Score -4207135 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -4209036.500000 Penalty: 5174.211426
	Iteration 12F: 3 clusters Score -4209036 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -4210888.000000 Penalty: 5174.211426
	Iteration 13F: 3 clusters Score -4210888 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -4212204.500000 Penalty: 5174.211426
	Iteration 14Q: 3 clusters Score -4212204 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -4212983.500000 Penalty: 5174.211426
	Iteration 15Q: 3 clusters Score -4212984 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -4213342.500000 Penalty: 5174.211426
	Iteration 16Q: 3 clusters Score -4213342 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -4213540.500000 Penalty: 5174.211426
	Iteration 17Q: 3 clusters Score -4213540 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -4213685.000000 Penalty: 5174.211426
	Iteration 18Q: 3 clusters Score -4213685 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -4213763.500000 Penalty: 5174.211426
	Iteration 19Q: 3 clusters Score -4213764 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -4213822.000000 Penalty: 5174.211426
	Iteration 20F: 3 clusters Score -4213822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -4213853.000000 Penalty: 5174.211426
	Iteration 21Q: 3 clusters Score -4213853 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -4213886.000000 Penalty: 5174.211426
	Iteration 22Q: 3 clusters Score -4213886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -4213902.500000 Penalty: 5174.211426
	Iteration 23Q: 3 clusters Score -4213902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -4213921.500000 Penalty: 5174.211426
	Iteration 24Q: 3 clusters Score -4213922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -4213928.000000 Penalty: 5174.211426
	Iteration 25Q: 3 clusters Score -4213928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -4213935.000000 Penalty: 5174.211426
	Iteration 26Q: 3 clusters Score -4213935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -4213938.000000 Penalty: 5174.211426
	Iteration 27Q: 3 clusters Score -4213938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -4213939.500000 Penalty: 5174.211426
	Iteration 28Q: 3 clusters Score -4213940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -4213940.500000 Penalty: 5174.211426
	Iteration 29Q: 3 clusters Score -4213940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -4213937.500000 Penalty: 5174.211426
	Iteration 30Q: 3 clusters Score -4213938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -4213937.500000 Penalty: 5174.211426
	Iteration 31F: 3 clusters Score -4213938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Entering Unmasked Estep 
Score: -943168.750000 Penalty: 2234.191162
	Iteration 0F: 2 clusters Score -943168.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -936586.750000 Penalty: 4468.382324
	Iteration 0F: 3 clusters Score -936586.8 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -938461.875000 Penalty: 4468.382324
	Iteration 1F: 3 clusters Score -938461.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -938776.500000 Penalty: 4468.382324
	Iteration 2F: 3 clusters Score -938776.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -939025.000000 Penalty: 4468.382324
	Iteration 3F: 3 clusters Score -939025 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -939283.500000 Penalty: 4468.382324
	Iteration 4Q: 3 clusters Score -939283.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -939638.062500 Penalty: 4468.382324
	Iteration 5F: 3 clusters Score -939638.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -940181.875000 Penalty: 4468.382324
	Iteration 6F: 3 clusters Score -940181.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -940810.000000 Penalty: 4468.382324
	Iteration 7F: 3 clusters Score -940810 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -941291.187500 Penalty: 4468.382324
	Iteration 8F: 3 clusters Score -941291.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -941609.437500 Penalty: 4468.382324
	Iteration 9F: 3 clusters Score -941609.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -941864.687500 Penalty: 4468.382324
	Iteration 10Q: 3 clusters Score -941864.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -942070.312500 Penalty: 4468.382324
	Iteration 11Q: 3 clusters Score -942070.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -942257.000000 Penalty: 4468.382324
	Iteration 12Q: 3 clusters Score -942257 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -942423.375000 Penalty: 4468.382324
	Iteration 13Q: 3 clusters Score -942423.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -942590.250000 Penalty: 4468.382324
	Iteration 14Q: 3 clusters Score -942590.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -942749.437500 Penalty: 4468.382324
	Iteration 15Q: 3 clusters Score -942749.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -942910.812500 Penalty: 4468.382324
	Iteration 16Q: 3 clusters Score -942910.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -943027.500000 Penalty: 4468.382324
	Iteration 17Q: 3 clusters Score -943027.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -943089.000000 Penalty: 4468.382324
	Iteration 18Q: 3 clusters Score -943089 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -943111.312500 Penalty: 4468.382324
	Iteration 19Q: 3 clusters Score -943111.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -943128.500000 Penalty: 4468.382324
	Iteration 20F: 3 clusters Score -943128.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -943136.500000 Penalty: 4468.382324
	Iteration 21Q: 3 clusters Score -943136.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -943146.625000 Penalty: 4468.382324
	Iteration 22Q: 3 clusters Score -943146.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -943151.812500 Penalty: 4468.382324
	Iteration 23Q: 3 clusters Score -943151.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -943154.312500 Penalty: 4468.382324
	Iteration 24Q: 3 clusters Score -943154.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -943154.937500 Penalty: 4468.382324
	Iteration 25Q: 3 clusters Score -943154.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -943157.250000 Penalty: 4468.382324
	Iteration 26Q: 3 clusters Score -943157.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -943158.500000 Penalty: 4468.382324
	Iteration 27Q: 3 clusters Score -943158.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -943159.000000 Penalty: 4468.382324
	Iteration 28Q: 3 clusters Score -943159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -943159.000000 Penalty: 4468.382324
	Iteration 29F: 3 clusters Score -943159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Entering Unmasked Estep 
Score: -193862.828125 Penalty: 1841.192993
	Iteration 0F: 2 clusters Score -193862.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -191449.812500 Penalty: 3682.385986
	Iteration 0F: 3 clusters Score -191449.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -191844.609375 Penalty: 3682.385986
	Iteration 1F: 3 clusters Score -191844.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -191981.765625 Penalty: 3682.385986
	Iteration 2F: 3 clusters Score -191981.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -192061.437500 Penalty: 3682.385986
	Iteration 3Q: 3 clusters Score -192061.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -192122.328125 Penalty: 3682.385986
	Iteration 4Q: 3 clusters Score -192122.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -192163.593750 Penalty: 3682.385986
	Iteration 5Q: 3 clusters Score -192163.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -192197.656250 Penalty: 3682.385986
	Iteration 6Q: 3 clusters Score -192197.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -192225.765625 Penalty: 3682.385986
	Iteration 7Q: 3 clusters Score -192225.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -192246.203125 Penalty: 3682.385986
	Iteration 8Q: 3 clusters Score -192246.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -192261.015625 Penalty: 3682.385986
	Iteration 9Q: 3 clusters Score -192261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -192269.859375 Penalty: 3682.385986
	Iteration 10Q: 3 clusters Score -192269.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -192277.531250 Penalty: 3682.385986
	Iteration 11Q: 3 clusters Score -192277.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -192284.234375 Penalty: 3682.385986
	Iteration 12Q: 3 clusters Score -192284.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -192286.781250 Penalty: 3682.385986
	Iteration 13Q: 3 clusters Score -192286.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -192292.890625 Penalty: 3682.385986
	Iteration 14Q: 3 clusters Score -192292.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -192296.234375 Penalty: 3682.385986
	Iteration 15Q: 3 clusters Score -192296.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -192299.328125 Penalty: 3682.385986
	Iteration 16Q: 3 clusters Score -192299.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -192302.687500 Penalty: 3682.385986
	Iteration 17Q: 3 clusters Score -192302.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -192304.000000 Penalty: 3682.385986
	Iteration 18Q: 3 clusters Score -192304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -192304.781250 Penalty: 3682.385986
	Iteration 19Q: 3 clusters Score -192304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -192305.750000 Penalty: 3682.385986
	Iteration 20F: 3 clusters Score -192305.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -30551.328125 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -30551.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29260.355469 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -29260.36 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29478.460938 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -29478.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29681.539062 Penalty: 2861.087158
	Iteration 2F: 3 clusters Score -29681.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29798.802734 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -29798.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29840.271484 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -29840.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29878.343750 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -29878.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29886.429688 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -29886.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29889.443359 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -29889.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -29889.443359 Penalty: 2861.087158
	Iteration 8F: 3 clusters Score -29889.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Entering Unmasked Estep 
Score: -558008.187500 Penalty: 2125.071289
	Iteration 0F: 2 clusters Score -558008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -553399.500000 Penalty: 4250.142578
	Iteration 0F: 3 clusters Score -553399.5 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -554718.312500 Penalty: 4250.142578
	Iteration 1F: 3 clusters Score -554718.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -555126.437500 Penalty: 4250.142578
	Iteration 2F: 3 clusters Score -555126.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -555445.312500 Penalty: 4250.142578
	Iteration 3F: 3 clusters Score -555445.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -555719.437500 Penalty: 4250.142578
	Iteration 4F: 3 clusters Score -555719.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -555948.437500 Penalty: 4250.142578
	Iteration 5F: 3 clusters Score -555948.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -556162.125000 Penalty: 4250.142578
	Iteration 6Q: 3 clusters Score -556162.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -556413.125000 Penalty: 4250.142578
	Iteration 7Q: 3 clusters Score -556413.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -556593.562500 Penalty: 4250.142578
	Iteration 8Q: 3 clusters Score -556593.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -556709.062500 Penalty: 4250.142578
	Iteration 9Q: 3 clusters Score -556709.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -556775.437500 Penalty: 4250.142578
	Iteration 10Q: 3 clusters Score -556775.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -556815.250000 Penalty: 4250.142578
	Iteration 11Q: 3 clusters Score -556815.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -556847.312500 Penalty: 4250.142578
	Iteration 12Q: 3 clusters Score -556847.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -556874.000000 Penalty: 4250.142578
	Iteration 13Q: 3 clusters Score -556874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -556892.875000 Penalty: 4250.142578
	Iteration 14Q: 3 clusters Score -556892.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -556902.500000 Penalty: 4250.142578
	Iteration 15Q: 3 clusters Score -556902.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -556909.875000 Penalty: 4250.142578
	Iteration 16Q: 3 clusters Score -556909.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -556913.250000 Penalty: 4250.142578
	Iteration 17Q: 3 clusters Score -556913.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -556915.875000 Penalty: 4250.142578
	Iteration 18Q: 3 clusters Score -556915.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -556920.437500 Penalty: 4250.142578
	Iteration 19Q: 3 clusters Score -556920.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -556921.562500 Penalty: 4250.142578
	Iteration 20F: 3 clusters Score -556921.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -556921.937500 Penalty: 4250.142578
	Iteration 21Q: 3 clusters Score -556921.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -556926.500000 Penalty: 4250.142578
	Iteration 22Q: 3 clusters Score -556926.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -556927.500000 Penalty: 4250.142578
	Iteration 23Q: 3 clusters Score -556927.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -556929.500000 Penalty: 4250.142578
	Iteration 24Q: 3 clusters Score -556929.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -556930.062500 Penalty: 4250.142578
	Iteration 25Q: 3 clusters Score -556930.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -556930.625000 Penalty: 4250.142578
	Iteration 26Q: 3 clusters Score -556930.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -556931.125000 Penalty: 4250.142578
	Iteration 27Q: 3 clusters Score -556931.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -556931.125000 Penalty: 4250.142578
	Iteration 28F: 3 clusters Score -556931.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -65736.242188 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -65736.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -64144.500000 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -64144.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -64364.292969 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -64364.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64450.210938 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -64450.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64498.136719 Penalty: 3166.219238
	Iteration 3Q: 3 clusters Score -64498.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -64579.203125 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -64579.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -64692.082031 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -64692.08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64998.203125 Penalty: 3166.219238
	Iteration 6F: 3 clusters Score -64998.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -65152.300781 Penalty: 3166.219238
	Iteration 7F: 3 clusters Score -65152.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -65262.914062 Penalty: 3166.219238
	Iteration 8F: 3 clusters Score -65262.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -65347.312500 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -65347.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -65412.945312 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -65412.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -65461.394531 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -65461.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -65475.539062 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -65475.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -65480.679688 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -65480.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -65485.742188 Penalty: 3166.219238
	Iteration 14Q: 3 clusters Score -65485.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -65488.250000 Penalty: 3166.219238
	Iteration 15Q: 3 clusters Score -65488.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -65488.250000 Penalty: 3166.219238
	Iteration 16F: 3 clusters Score -65488.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (6186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Entering Unmasked Estep 
Score: -734474.812500 Penalty: 2165.051025
	Iteration 0F: 2 clusters Score -734474.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -729212.687500 Penalty: 4330.102051
	Iteration 0F: 3 clusters Score -729212.7 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -730524.250000 Penalty: 4330.102051
	Iteration 1F: 3 clusters Score -730524.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -730758.062500 Penalty: 4330.102051
	Iteration 2F: 3 clusters Score -730758.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -730937.625000 Penalty: 4330.102051
	Iteration 3Q: 3 clusters Score -730937.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -731085.062500 Penalty: 4330.102051
	Iteration 4Q: 3 clusters Score -731085.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -731188.750000 Penalty: 4330.102051
	Iteration 5Q: 3 clusters Score -731188.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -731262.562500 Penalty: 4330.102051
	Iteration 6Q: 3 clusters Score -731262.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -731317.312500 Penalty: 4330.102051
	Iteration 7Q: 3 clusters Score -731317.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -731355.625000 Penalty: 4330.102051
	Iteration 8Q: 3 clusters Score -731355.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -731411.937500 Penalty: 4330.102051
	Iteration 9Q: 3 clusters Score -731411.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -731464.312500 Penalty: 4330.102051
	Iteration 10Q: 3 clusters Score -731464.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -731523.812500 Penalty: 4330.102051
	Iteration 11Q: 3 clusters Score -731523.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -731566.875000 Penalty: 4330.102051
	Iteration 12Q: 3 clusters Score -731566.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -731619.250000 Penalty: 4330.102051
	Iteration 13Q: 3 clusters Score -731619.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -731686.875000 Penalty: 4330.102051
	Iteration 14Q: 3 clusters Score -731686.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -731752.812500 Penalty: 4330.102051
	Iteration 15Q: 3 clusters Score -731752.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -731837.000000 Penalty: 4330.102051
	Iteration 16Q: 3 clusters Score -731837 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -731929.750000 Penalty: 4330.102051
	Iteration 17Q: 3 clusters Score -731929.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -732023.500000 Penalty: 4330.102051
	Iteration 18Q: 3 clusters Score -732023.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -732133.375000 Penalty: 4330.102051
	Iteration 19Q: 3 clusters Score -732133.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -732257.375000 Penalty: 4330.102051
	Iteration 20F: 3 clusters Score -732257.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -732363.312500 Penalty: 4330.102051
	Iteration 21Q: 3 clusters Score -732363.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -732463.062500 Penalty: 4330.102051
	Iteration 22Q: 3 clusters Score -732463.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -732563.812500 Penalty: 4330.102051
	Iteration 23Q: 3 clusters Score -732563.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -732670.437500 Penalty: 4330.102051
	Iteration 24Q: 3 clusters Score -732670.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -732786.812500 Penalty: 4330.102051
	Iteration 25Q: 3 clusters Score -732786.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -732901.562500 Penalty: 4330.102051
	Iteration 26Q: 3 clusters Score -732901.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -733033.812500 Penalty: 4330.102051
	Iteration 27Q: 3 clusters Score -733033.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -733136.375000 Penalty: 4330.102051
	Iteration 28Q: 3 clusters Score -733136.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -733210.250000 Penalty: 4330.102051
	Iteration 29Q: 3 clusters Score -733210.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -733261.125000 Penalty: 4330.102051
	Iteration 30Q: 3 clusters Score -733261.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -733287.687500 Penalty: 4330.102051
	Iteration 31Q: 3 clusters Score -733287.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -733302.500000 Penalty: 4330.102051
	Iteration 32Q: 3 clusters Score -733302.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -733313.062500 Penalty: 4330.102051
	Iteration 33Q: 3 clusters Score -733313.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -733324.937500 Penalty: 4330.102051
	Iteration 34Q: 3 clusters Score -733324.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -733328.937500 Penalty: 4330.102051
	Iteration 35Q: 3 clusters Score -733328.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -733333.937500 Penalty: 4330.102051
	Iteration 36Q: 3 clusters Score -733333.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -733335.625000 Penalty: 4330.102051
	Iteration 37Q: 3 clusters Score -733335.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -733337.500000 Penalty: 4330.102051
	Iteration 38Q: 3 clusters Score -733337.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -733337.625000 Penalty: 4330.102051
	Iteration 39Q: 3 clusters Score -733337.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -733337.750000 Penalty: 4330.102051
	Iteration 40F: 3 clusters Score -733337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -733337.750000 Penalty: 4330.102051
	Iteration 41Q: 3 clusters Score -733337.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -733339.437500 Penalty: 4330.102051
	Iteration 42Q: 3 clusters Score -733339.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -733343.125000 Penalty: 4330.102051
	Iteration 43Q: 3 clusters Score -733343.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -733345.000000 Penalty: 4330.102051
	Iteration 44Q: 3 clusters Score -733345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -733347.562500 Penalty: 4330.102051
	Iteration 45Q: 3 clusters Score -733347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -733347.937500 Penalty: 4330.102051
	Iteration 46Q: 3 clusters Score -733347.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -733348.875000 Penalty: 4330.102051
	Iteration 47Q: 3 clusters Score -733348.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -733348.875000 Penalty: 4330.102051
	Iteration 48F: 3 clusters Score -733348.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Entering Unmasked Estep 
Score: -334434.062500 Penalty: 1975.024414
	Iteration 0F: 2 clusters Score -334434.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -331258.406250 Penalty: 3950.048828
	Iteration 0F: 3 clusters Score -331258.4 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -331913.187500 Penalty: 3950.048828
	Iteration 1F: 3 clusters Score -331913.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -332073.500000 Penalty: 3950.048828
	Iteration 2F: 3 clusters Score -332073.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -332163.500000 Penalty: 3950.048828
	Iteration 3Q: 3 clusters Score -332163.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -332239.343750 Penalty: 3950.048828
	Iteration 4Q: 3 clusters Score -332239.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -332310.875000 Penalty: 3950.048828
	Iteration 5Q: 3 clusters Score -332310.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -332390.750000 Penalty: 3950.048828
	Iteration 6Q: 3 clusters Score -332390.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -332457.937500 Penalty: 3950.048828
	Iteration 7Q: 3 clusters Score -332457.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -332515.781250 Penalty: 3950.048828
	Iteration 8Q: 3 clusters Score -332515.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -332574.406250 Penalty: 3950.048828
	Iteration 9Q: 3 clusters Score -332574.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -332628.218750 Penalty: 3950.048828
	Iteration 10Q: 3 clusters Score -332628.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -332683.406250 Penalty: 3950.048828
	Iteration 11Q: 3 clusters Score -332683.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -332732.187500 Penalty: 3950.048828
	Iteration 12Q: 3 clusters Score -332732.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -332782.906250 Penalty: 3950.048828
	Iteration 13Q: 3 clusters Score -332782.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -332817.187500 Penalty: 3950.048828
	Iteration 14Q: 3 clusters Score -332817.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -332857.156250 Penalty: 3950.048828
	Iteration 15Q: 3 clusters Score -332857.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -332890.031250 Penalty: 3950.048828
	Iteration 16Q: 3 clusters Score -332890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -332919.375000 Penalty: 3950.048828
	Iteration 17Q: 3 clusters Score -332919.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -332934.062500 Penalty: 3950.048828
	Iteration 18Q: 3 clusters Score -332934.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -332947.031250 Penalty: 3950.048828
	Iteration 19Q: 3 clusters Score -332947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -332958.625000 Penalty: 3950.048828
	Iteration 20F: 3 clusters Score -332958.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -332969.531250 Penalty: 3950.048828
	Iteration 21Q: 3 clusters Score -332969.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -332976.250000 Penalty: 3950.048828
	Iteration 22Q: 3 clusters Score -332976.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -332986.593750 Penalty: 3950.048828
	Iteration 23Q: 3 clusters Score -332986.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -332998.156250 Penalty: 3950.048828
	Iteration 24Q: 3 clusters Score -332998.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -333006.687500 Penalty: 3950.048828
	Iteration 25Q: 3 clusters Score -333006.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -333011.343750 Penalty: 3950.048828
	Iteration 26Q: 3 clusters Score -333011.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -333014.937500 Penalty: 3950.048828
	Iteration 27Q: 3 clusters Score -333014.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -333016.781250 Penalty: 3950.048828
	Iteration 28Q: 3 clusters Score -333016.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -333018.125000 Penalty: 3950.048828
	Iteration 29Q: 3 clusters Score -333018.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -333019.625000 Penalty: 3950.048828
	Iteration 30Q: 3 clusters Score -333019.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -333020.937500 Penalty: 3950.048828
	Iteration 31Q: 3 clusters Score -333020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -333021.343750 Penalty: 3950.048828
	Iteration 32Q: 3 clusters Score -333021.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -333021.781250 Penalty: 3950.048828
	Iteration 33Q: 3 clusters Score -333021.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -333021.781250 Penalty: 3950.048828
	Iteration 34F: 3 clusters Score -333021.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -154235.718750 Penalty: 1772.789795
	Iteration 0F: 2 clusters Score -154235.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -152065.656250 Penalty: 3545.579590
	Iteration 0F: 3 clusters Score -152065.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -152362.531250 Penalty: 3545.579590
	Iteration 1F: 3 clusters Score -152362.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -152479.265625 Penalty: 3545.579590
	Iteration 2F: 3 clusters Score -152479.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -152545.921875 Penalty: 3545.579590
	Iteration 3Q: 3 clusters Score -152545.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -152585.796875 Penalty: 3545.579590
	Iteration 4Q: 3 clusters Score -152585.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -152625.421875 Penalty: 3545.579590
	Iteration 5Q: 3 clusters Score -152625.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -152645.765625 Penalty: 3545.579590
	Iteration 6Q: 3 clusters Score -152645.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -152663.593750 Penalty: 3545.579590
	Iteration 7Q: 3 clusters Score -152663.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -152682.265625 Penalty: 3545.579590
	Iteration 8Q: 3 clusters Score -152682.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -152704.640625 Penalty: 3545.579590
	Iteration 9Q: 3 clusters Score -152704.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -152745.734375 Penalty: 3545.579590
	Iteration 10Q: 3 clusters Score -152745.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -152784.578125 Penalty: 3545.579590
	Iteration 11Q: 3 clusters Score -152784.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -152822.937500 Penalty: 3545.579590
	Iteration 12Q: 3 clusters Score -152822.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -152869.734375 Penalty: 3545.579590
	Iteration 13Q: 3 clusters Score -152869.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -152957.875000 Penalty: 3545.579590
	Iteration 14Q: 3 clusters Score -152957.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -153081.531250 Penalty: 3545.579590
	Iteration 15Q: 3 clusters Score -153081.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -153412.437500 Penalty: 3545.579590
	Iteration 16Q: 3 clusters Score -153412.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -153684.828125 Penalty: 3545.579590
	Iteration 17F: 3 clusters Score -153684.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -153867.812500 Penalty: 3545.579590
	Iteration 18F: 3 clusters Score -153867.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -153994.765625 Penalty: 3545.579590
	Iteration 19Q: 3 clusters Score -153994.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -154100.218750 Penalty: 3545.579590
	Iteration 20F: 3 clusters Score -154100.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -154152.390625 Penalty: 3545.579590
	Iteration 21Q: 3 clusters Score -154152.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -154201.187500 Penalty: 3545.579590
	Iteration 22Q: 3 clusters Score -154201.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -154224.718750 Penalty: 3545.579590
	Iteration 23Q: 3 clusters Score -154224.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -154231.453125 Penalty: 3545.579590
	Iteration 24Q: 3 clusters Score -154231.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -154233.765625 Penalty: 3545.579590
	Iteration 25Q: 3 clusters Score -154233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -154236.250000 Penalty: 3545.579590
	Iteration 26Q: 3 clusters Score -154236.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -154236.250000 Penalty: 3545.579590
	Iteration 27F: 3 clusters Score -154236.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 956 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 444 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 316 members 
Entering Unmasked Estep 
Score: -148102544.000000 Penalty: 132266.796875
Splitting cluster 33 changes total score from -148103520.000000 to -148102544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -69284.062500 Penalty: 1607.431030
	Iteration 0F: 2 clusters Score -69284.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67649.796875 Penalty: 3214.862061
	Iteration 0F: 3 clusters Score -67649.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67875.000000 Penalty: 3214.862061
	Iteration 1F: 3 clusters Score -67875 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67954.070312 Penalty: 3214.862061
	Iteration 2F: 3 clusters Score -67954.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67969.398438 Penalty: 3214.862061
	Iteration 3Q: 3 clusters Score -67969.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67984.960938 Penalty: 3214.862061
	Iteration 4Q: 3 clusters Score -67984.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -68000.843750 Penalty: 3214.862061
	Iteration 5Q: 3 clusters Score -68000.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68014.101562 Penalty: 3214.862061
	Iteration 6Q: 3 clusters Score -68014.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68023.984375 Penalty: 3214.862061
	Iteration 7Q: 3 clusters Score -68023.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -68028.015625 Penalty: 3214.862061
	Iteration 8Q: 3 clusters Score -68028.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68029.640625 Penalty: 3214.862061
	Iteration 9Q: 3 clusters Score -68029.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -68030.296875 Penalty: 3214.862061
	Iteration 10Q: 3 clusters Score -68030.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68032.445312 Penalty: 3214.862061
	Iteration 11Q: 3 clusters Score -68032.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -68032.445312 Penalty: 3214.862061
	Iteration 12F: 3 clusters Score -68032.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -32395.890625 Penalty: 1511.764526
	Iteration 0F: 2 clusters Score -32395.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31057.220703 Penalty: 3023.529053
	Iteration 0F: 3 clusters Score -31057.22 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31478.115234 Penalty: 3023.529053
	Iteration 1F: 3 clusters Score -31478.12 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32167.158203 Penalty: 3023.529053
	Iteration 2F: 3 clusters Score -32167.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -32775.226562 Penalty: 3023.529053
	Iteration 3F: 3 clusters Score -32775.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -33143.796875 Penalty: 3023.529053
	Iteration 4Q: 3 clusters Score -33143.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33213.773438 Penalty: 3023.529053
	Iteration 5Q: 3 clusters Score -33213.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -33281.933594 Penalty: 3023.529053
	Iteration 6Q: 3 clusters Score -33281.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33297.488281 Penalty: 3023.529053
	Iteration 7Q: 3 clusters Score -33297.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33331.246094 Penalty: 3023.529053
	Iteration 8Q: 3 clusters Score -33331.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33339.273438 Penalty: 3023.529053
	Iteration 9Q: 3 clusters Score -33339.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -33355.039062 Penalty: 3023.529053
	Iteration 10Q: 3 clusters Score -33355.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33366.843750 Penalty: 3023.529053
	Iteration 11Q: 3 clusters Score -33366.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33371.710938 Penalty: 3023.529053
	Iteration 12Q: 3 clusters Score -33371.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33374.949219 Penalty: 3023.529053
	Iteration 13Q: 3 clusters Score -33374.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33374.949219 Penalty: 3023.529053
	Iteration 14F: 3 clusters Score -33374.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1953 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 6869 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 197465 members 
Mstep: Class 7 contains 48342 members 
Mstep: Class 8 contains 256117 members 
Mstep: Class 9 contains 1614 members 
Mstep: Class 10 contains 23944 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 17261 members 
Mstep: Class 13 contains 4532 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 199 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 182079 members 
Mstep: Class 18 contains 49121 members 
Mstep: Class 19 contains 224127 members 
Mstep: Class 20 contains 3397 members 
Mstep: Class 21 contains 12606 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 30730 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 33924 members 
Mstep: Class 26 contains 8175 members 
Mstep: Class 27 contains 1676 members 
Mstep: Class 28 contains 320 members 
Mstep: Class 29 contains 5265 members 
Mstep: Class 30 contains 592 members 
Mstep: Class 31 contains 6186 members 
Mstep: Class 32 contains 2875 members 
Mstep: Class 33 contains 1272 members 
Mstep: Class 34 contains 653 members 
Mstep: Class 35 contains 284 members 
Mstep: Class 36 contains 421 members 
Mstep: Class 37 contains 399 members 
Mstep: Class 38 contains 160 members 
Entering Unmasked Estep 
Score: -148102512.000000 Penalty: 132266.796875
Splitting cluster 35 changes total score from -148103520.000000 to -148102512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -43922.820312 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -43922.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42546.050781 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -42546.05 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42703.714844 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -42703.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -42754.550781 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -42754.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42790.113281 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -42790.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42826.347656 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -42826.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -42842.972656 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -42842.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -42847.820312 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -42847.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42848.867188 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -42848.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42848.867188 Penalty: 2997.145996
	Iteration 8F: 3 clusters Score -42848.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -42576.285156 Penalty: 1485.262329
	Iteration 0F: 2 clusters Score -42576.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41284.125000 Penalty: 2970.524658
	Iteration 0F: 3 clusters Score -41284.12 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41491.609375 Penalty: 2970.524658
	Iteration 1F: 3 clusters Score -41491.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41592.839844 Penalty: 2970.524658
	Iteration 2F: 3 clusters Score -41592.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41629.605469 Penalty: 2970.524658
	Iteration 3Q: 3 clusters Score -41629.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -41651.367188 Penalty: 2970.524658
	Iteration 4Q: 3 clusters Score -41651.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -41663.800781 Penalty: 2970.524658
	Iteration 5Q: 3 clusters Score -41663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -41684.902344 Penalty: 2970.524658
	Iteration 6Q: 3 clusters Score -41684.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -41707.953125 Penalty: 2970.524658
	Iteration 7Q: 3 clusters Score -41707.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -41729.738281 Penalty: 2970.524658
	Iteration 8Q: 3 clusters Score -41729.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -41749.199219 Penalty: 2970.524658
	Iteration 9Q: 3 clusters Score -41749.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -41762.343750 Penalty: 2970.524658
	Iteration 10Q: 3 clusters Score -41762.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -41765.648438 Penalty: 2970.524658
	Iteration 11Q: 3 clusters Score -41765.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -41772.988281 Penalty: 2970.524658
	Iteration 12Q: 3 clusters Score -41772.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -41778.343750 Penalty: 2970.524658
	Iteration 13Q: 3 clusters Score -41778.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -41785.468750 Penalty: 2970.524658
	Iteration 14F: 3 clusters Score -41785.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -41901.937500 Penalty: 2970.524658
	Iteration 15Q: 3 clusters Score -41901.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -41916.636719 Penalty: 2970.524658
	Iteration 16Q: 3 clusters Score -41916.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -41919.273438 Penalty: 2970.524658
	Iteration 17Q: 3 clusters Score -41919.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -41919.273438 Penalty: 2970.524658
	Iteration 18F: 3 clusters Score -41919.27 nChanged 0
--- Evaluating fit on full set of 3736704 points ---
Entering Unmasked Estep 
Score: -453093440.000000 Penalty: 138866.968750
24->38 Clusters: Score -453093440.000000, best is -453076032.000000
THE BEST YET!

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1245568 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 51819 members 
Mstep: Class 3 contains 51691 members 
Mstep: Class 4 contains 51908 members 
Mstep: Class 5 contains 51843 members 
Mstep: Class 6 contains 51899 members 
Mstep: Class 7 contains 51615 members 
Mstep: Class 8 contains 51749 members 
Mstep: Class 9 contains 51651 members 
Mstep: Class 10 contains 52121 members 
Mstep: Class 11 contains 52009 members 
Mstep: Class 12 contains 52222 members 
Mstep: Class 13 contains 51524 members 
Mstep: Class 14 contains 52185 members 
Mstep: Class 15 contains 52014 members 
Mstep: Class 16 contains 51744 members 
Mstep: Class 17 contains 51783 members 
Mstep: Class 18 contains 52091 members 
Mstep: Class 19 contains 51843 members 
Mstep: Class 20 contains 51839 members 
Mstep: Class 21 contains 52362 members 
Mstep: Class 22 contains 51638 members 
Mstep: Class 23 contains 51912 members 
Mstep: Class 24 contains 51943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 24.467697 but Gain 3480.710938
Score: -137592528.000000 Penalty: 80056.218750
Iteration 0F: 24 clusters Score -1.375925e+08 nChanged 1192025
Entering Unmasked Mstep 
Mstep: Class 0 contains 3323 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 13848 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 1551 members 
Mstep: Class 6 contains 19228 members 
Mstep: Class 7 contains 15160 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 302086 members 
Mstep: Class 10 contains 166347 members 
Mstep: Class 11 contains 34338 members 
Mstep: Class 12 contains 9750 members 
Mstep: Class 13 contains 3103 members 
Mstep: Class 14 contains 578 members 
Mstep: Class 15 contains 4740 members 
Mstep: Class 16 contains 177862 members 
Mstep: Class 17 contains 5398 members 
Mstep: Class 18 contains 15950 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 7096 members 
Mstep: Class 22 contains 411534 members 
Mstep: Class 23 contains 2448 members 
Mstep: Class 24 contains 31452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2099.415283 but Gain 3480.703125
Score: -145269792.000000 Penalty: 76575.515625
Iteration 1F: 23 clusters Score -1.452698e+08 nChanged 458875
Entering Unmasked Mstep 
Mstep: Class 0 contains 3109 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 14513 members 
Mstep: Class 4 contains 3775 members 
Mstep: Class 5 contains 2286 members 
Mstep: Class 6 contains 10468 members 
Mstep: Class 7 contains 11066 members 
Mstep: Class 8 contains 4557 members 
Mstep: Class 9 contains 460948 members 
Mstep: Class 10 contains 93299 members 
Mstep: Class 11 contains 26008 members 
Mstep: Class 12 contains 5461 members 
Mstep: Class 13 contains 4778 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 16 contains 162527 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 10791 members 
Mstep: Class 19 contains 4798 members 
Mstep: Class 20 contains 23178 members 
Mstep: Class 22 contains 336085 members 
Mstep: Class 23 contains 4060 members 
Mstep: Class 24 contains 43426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146075264.000000 Penalty: 76575.515625
Iteration 2F: 23 clusters Score -1.460753e+08 nChanged 339949
Entering Unmasked Mstep 
Mstep: Class 0 contains 2786 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5625 members 
Mstep: Class 3 contains 13663 members 
Mstep: Class 4 contains 3318 members 
Mstep: Class 5 contains 3767 members 
Mstep: Class 6 contains 8193 members 
Mstep: Class 7 contains 13015 members 
Mstep: Class 8 contains 6230 members 
Mstep: Class 9 contains 456642 members 
Mstep: Class 10 contains 50939 members 
Mstep: Class 11 contains 29582 members 
Mstep: Class 12 contains 2951 members 
Mstep: Class 13 contains 5076 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 16 contains 187231 members 
Mstep: Class 17 contains 6046 members 
Mstep: Class 18 contains 10549 members 
Mstep: Class 19 contains 4327 members 
Mstep: Class 20 contains 34009 members 
Mstep: Class 22 contains 303017 members 
Mstep: Class 23 contains 3387 members 
Mstep: Class 24 contains 87414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -146701984.000000 Penalty: 76575.515625
Iteration 3F: 23 clusters Score -1.46702e+08 nChanged 232294
Entering Unmasked Mstep 
Mstep: Class 0 contains 2243 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 5007 members 
Mstep: Class 3 contains 11531 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 5068 members 
Mstep: Class 6 contains 7937 members 
Mstep: Class 7 contains 18545 members 
Mstep: Class 8 contains 6129 members 
Mstep: Class 9 contains 432509 members 
Mstep: Class 10 contains 28792 members 
Mstep: Class 11 contains 33750 members 
Mstep: Class 12 contains 2147 members 
Mstep: Class 13 contains 5452 members 
Mstep: Class 14 contains 1550 members 
Mstep: Class 16 contains 235791 members 
Mstep: Class 17 contains 5252 members 
Mstep: Class 18 contains 8859 members 
Mstep: Class 19 contains 3822 members 
Mstep: Class 20 contains 37154 members 
Mstep: Class 22 contains 261264 members 
Mstep: Class 23 contains 3430 members 
Mstep: Class 24 contains 120083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147054176.000000 Penalty: 76575.515625
Iteration 4F: 23 clusters Score -1.470542e+08 nChanged 170012
Entering Unmasked Mstep 
Mstep: Class 0 contains 1669 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5686 members 
Mstep: Class 3 contains 9257 members 
Mstep: Class 4 contains 2132 members 
Mstep: Class 5 contains 6351 members 
Mstep: Class 6 contains 8409 members 
Mstep: Class 7 contains 25275 members 
Mstep: Class 8 contains 5810 members 
Mstep: Class 9 contains 413602 members 
Mstep: Class 10 contains 18384 members 
Mstep: Class 11 contains 35409 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 5978 members 
Mstep: Class 14 contains 2143 members 
Mstep: Class 16 contains 293891 members 
Mstep: Class 17 contains 4744 members 
Mstep: Class 18 contains 7337 members 
Mstep: Class 19 contains 3516 members 
Mstep: Class 20 contains 36566 members 
Mstep: Class 22 contains 210027 members 
Mstep: Class 23 contains 3695 members 
Mstep: Class 24 contains 138130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147296336.000000 Penalty: 76575.515625
Iteration 5F: 23 clusters Score -1.472963e+08 nChanged 131890
Entering Unmasked Mstep 
Mstep: Class 0 contains 1289 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 7567 members 
Mstep: Class 4 contains 1894 members 
Mstep: Class 5 contains 7925 members 
Mstep: Class 6 contains 9569 members 
Mstep: Class 7 contains 31341 members 
Mstep: Class 8 contains 5636 members 
Mstep: Class 9 contains 396655 members 
Mstep: Class 10 contains 13095 members 
Mstep: Class 11 contains 35729 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 6141 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 16 contains 346762 members 
Mstep: Class 17 contains 4484 members 
Mstep: Class 18 contains 7393 members 
Mstep: Class 19 contains 3493 members 
Mstep: Class 20 contains 34673 members 
Mstep: Class 22 contains 164405 members 
Mstep: Class 23 contains 3905 members 
Mstep: Class 24 contains 148473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147400432.000000 Penalty: 76575.515625
Iteration 6F: 23 clusters Score -1.474004e+08 nChanged 98853
Entering Unmasked Mstep 
Mstep: Class 0 contains 1124 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7892 members 
Mstep: Class 3 contains 6767 members 
Mstep: Class 4 contains 1841 members 
Mstep: Class 5 contains 9751 members 
Mstep: Class 6 contains 11623 members 
Mstep: Class 7 contains 35455 members 
Mstep: Class 8 contains 5597 members 
Mstep: Class 9 contains 387081 members 
Mstep: Class 10 contains 10568 members 
Mstep: Class 11 contains 37130 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 6181 members 
Mstep: Class 14 contains 2555 members 
Mstep: Class 16 contains 373013 members 
Mstep: Class 17 contains 4184 members 
Mstep: Class 18 contains 9301 members 
Mstep: Class 19 contains 3628 members 
Mstep: Class 20 contains 32356 members 
Mstep: Class 22 contains 135430 members 
Mstep: Class 23 contains 4101 members 
Mstep: Class 24 contains 154849 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 7F: 23 clusters Score -1.474495e+08 nChanged 69721
Entering Unmasked Mstep 
Mstep: Class 0 contains 988 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9502 members 
Mstep: Class 3 contains 6374 members 
Mstep: Class 4 contains 1835 members 
Mstep: Class 5 contains 11691 members 
Mstep: Class 6 contains 14930 members 
Mstep: Class 7 contains 38228 members 
Mstep: Class 8 contains 5711 members 
Mstep: Class 9 contains 383991 members 
Mstep: Class 10 contains 9593 members 
Mstep: Class 11 contains 39247 members 
Mstep: Class 12 contains 3839 members 
Mstep: Class 13 contains 6210 members 
Mstep: Class 14 contains 2673 members 
Mstep: Class 16 contains 373822 members 
Mstep: Class 17 contains 3855 members 
Mstep: Class 18 contains 13281 members 
Mstep: Class 19 contains 3821 members 
Mstep: Class 20 contains 30688 members 
Mstep: Class 22 contains 120023 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 159878 members 
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Iteration 8F: 23 clusters Score -1.47493e+08 nChanged 52250
Entering Unmasked Mstep 
Mstep: Class 0 contains 965 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11085 members 
Mstep: Class 3 contains 6103 members 
Mstep: Class 4 contains 1836 members 
Mstep: Class 5 contains 13591 members 
Mstep: Class 6 contains 18768 members 
Mstep: Class 7 contains 40018 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 379699 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 40875 members 
Mstep: Class 12 contains 4355 members 
Mstep: Class 13 contains 6170 members 
Mstep: Class 14 contains 2667 members 
Mstep: Class 16 contains 367837 members 
Mstep: Class 17 contains 3523 members 
Mstep: Class 18 contains 18597 members 
Mstep: Class 19 contains 3995 members 
Mstep: Class 20 contains 29473 members 
Mstep: Class 22 contains 110062 members 
Mstep: Class 23 contains 4130 members 
Mstep: Class 24 contains 165624 members 
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Iteration 9Q: 23 clusters Score -1.475383e+08 nChanged 45387
Entering Unmasked Mstep 
Mstep: Class 0 contains 956 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12714 members 
Mstep: Class 3 contains 5824 members 
Mstep: Class 4 contains 1835 members 
Mstep: Class 5 contains 15261 members 
Mstep: Class 6 contains 22564 members 
Mstep: Class 7 contains 41202 members 
Mstep: Class 8 contains 5892 members 
Mstep: Class 9 contains 373006 members 
Mstep: Class 10 contains 9537 members 
Mstep: Class 11 contains 42117 members 
Mstep: Class 12 contains 4853 members 
Mstep: Class 13 contains 6066 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 16 contains 360520 members 
Mstep: Class 17 contains 3228 members 
Mstep: Class 18 contains 24623 members 
Mstep: Class 19 contains 4133 members 
Mstep: Class 20 contains 28572 members 
Mstep: Class 22 contains 102767 members 
Mstep: Class 23 contains 4112 members 
Mstep: Class 24 contains 172312 members 
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Iteration 10Q: 23 clusters Score -1.475796e+08 nChanged 40989
Entering Unmasked Mstep 
Mstep: Class 0 contains 955 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14357 members 
Mstep: Class 3 contains 5489 members 
Mstep: Class 4 contains 1831 members 
Mstep: Class 5 contains 16709 members 
Mstep: Class 6 contains 25994 members 
Mstep: Class 7 contains 42079 members 
Mstep: Class 8 contains 5982 members 
Mstep: Class 9 contains 364992 members 
Mstep: Class 10 contains 9848 members 
Mstep: Class 11 contains 42969 members 
Mstep: Class 12 contains 5303 members 
Mstep: Class 13 contains 5984 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 16 contains 352625 members 
Mstep: Class 17 contains 2971 members 
Mstep: Class 18 contains 31032 members 
Mstep: Class 19 contains 4266 members 
Mstep: Class 20 contains 27888 members 
Mstep: Class 22 contains 97206 members 
Mstep: Class 23 contains 4056 members 
Mstep: Class 24 contains 179667 members 
Entering Unmasked Estep 
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Iteration 11Q: 23 clusters Score -1.47618e+08 nChanged 37413
Entering Unmasked Mstep 
Mstep: Class 0 contains 955 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 16037 members 
Mstep: Class 3 contains 5240 members 
Mstep: Class 4 contains 1820 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 28953 members 
Mstep: Class 7 contains 42693 members 
Mstep: Class 8 contains 6084 members 
Mstep: Class 9 contains 356259 members 
Mstep: Class 10 contains 10164 members 
Mstep: Class 11 contains 43459 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 5910 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 16 contains 345075 members 
Mstep: Class 17 contains 2724 members 
Mstep: Class 18 contains 37451 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 27355 members 
Mstep: Class 22 contains 92956 members 
Mstep: Class 23 contains 3984 members 
Mstep: Class 24 contains 187147 members 
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Iteration 12Q: 23 clusters Score -1.476528e+08 nChanged 34472
Entering Unmasked Mstep 
Mstep: Class 0 contains 955 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 17795 members 
Mstep: Class 3 contains 5111 members 
Mstep: Class 4 contains 1802 members 
Mstep: Class 5 contains 18783 members 
Mstep: Class 6 contains 31534 members 
Mstep: Class 7 contains 43000 members 
Mstep: Class 8 contains 6157 members 
Mstep: Class 9 contains 347295 members 
Mstep: Class 10 contains 10540 members 
Mstep: Class 11 contains 43694 members 
Mstep: Class 12 contains 6027 members 
Mstep: Class 13 contains 5849 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 16 contains 338042 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 18 contains 43569 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 26928 members 
Mstep: Class 22 contains 89437 members 
Mstep: Class 23 contains 3956 members 
Mstep: Class 24 contains 194750 members 
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Iteration 13Q: 23 clusters Score -1.476844e+08 nChanged 33123
Entering Unmasked Mstep 
Mstep: Class 0 contains 955 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19608 members 
Mstep: Class 3 contains 5020 members 
Mstep: Class 4 contains 1786 members 
Mstep: Class 5 contains 19584 members 
Mstep: Class 6 contains 33839 members 
Mstep: Class 7 contains 43245 members 
Mstep: Class 8 contains 6206 members 
Mstep: Class 9 contains 338115 members 
Mstep: Class 10 contains 10880 members 
Mstep: Class 11 contains 43739 members 
Mstep: Class 12 contains 6395 members 
Mstep: Class 13 contains 5802 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 16 contains 331481 members 
Mstep: Class 17 contains 2393 members 
Mstep: Class 18 contains 49413 members 
Mstep: Class 19 contains 4645 members 
Mstep: Class 20 contains 26550 members 
Mstep: Class 22 contains 86256 members 
Mstep: Class 23 contains 3959 members 
Mstep: Class 24 contains 202451 members 
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Iteration 14Q: 23 clusters Score -1.477109e+08 nChanged 32151
Entering Unmasked Mstep 
Mstep: Class 0 contains 955 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 21494 members 
Mstep: Class 3 contains 4924 members 
Mstep: Class 4 contains 1770 members 
Mstep: Class 5 contains 20355 members 
Mstep: Class 6 contains 35744 members 
Mstep: Class 7 contains 43446 members 
Mstep: Class 8 contains 6261 members 
Mstep: Class 9 contains 328495 members 
Mstep: Class 10 contains 11245 members 
Mstep: Class 11 contains 43595 members 
Mstep: Class 12 contains 6732 members 
Mstep: Class 13 contains 5766 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 16 contains 325218 members 
Mstep: Class 17 contains 2292 members 
Mstep: Class 18 contains 55068 members 
Mstep: Class 19 contains 4696 members 
Mstep: Class 20 contains 26216 members 
Mstep: Class 22 contains 83060 members 
Mstep: Class 23 contains 3982 members 
Mstep: Class 24 contains 211021 members 
Entering Unmasked Estep 
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Iteration 15Q: 23 clusters Score -1.477369e+08 nChanged 31833
Entering Unmasked Mstep 
Mstep: Class 0 contains 955 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 23470 members 
Mstep: Class 3 contains 4812 members 
Mstep: Class 4 contains 1759 members 
Mstep: Class 5 contains 21063 members 
Mstep: Class 6 contains 37345 members 
Mstep: Class 7 contains 43687 members 
Mstep: Class 8 contains 6308 members 
Mstep: Class 9 contains 318366 members 
Mstep: Class 10 contains 11546 members 
Mstep: Class 11 contains 43340 members 
Mstep: Class 12 contains 7079 members 
Mstep: Class 13 contains 5733 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 16 contains 319130 members 
Mstep: Class 17 contains 2211 members 
Mstep: Class 18 contains 60756 members 
Mstep: Class 19 contains 4711 members 
Mstep: Class 20 contains 25903 members 
Mstep: Class 22 contains 79832 members 
Mstep: Class 23 contains 3985 members 
Mstep: Class 24 contains 220358 members 
Entering Unmasked Estep 
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Iteration 16Q: 23 clusters Score -1.477633e+08 nChanged 31484
Entering Unmasked Mstep 
Mstep: Class 0 contains 955 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 25513 members 
Mstep: Class 3 contains 4697 members 
Mstep: Class 4 contains 1751 members 
Mstep: Class 5 contains 21826 members 
Mstep: Class 6 contains 38644 members 
Mstep: Class 7 contains 43943 members 
Mstep: Class 8 contains 6342 members 
Mstep: Class 9 contains 308633 members 
Mstep: Class 10 contains 11811 members 
Mstep: Class 11 contains 43039 members 
Mstep: Class 12 contains 7442 members 
Mstep: Class 13 contains 5694 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 16 contains 313026 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 66179 members 
Mstep: Class 19 contains 4706 members 
Mstep: Class 20 contains 25498 members 
Mstep: Class 22 contains 76588 members 
Mstep: Class 23 contains 4017 members 
Mstep: Class 24 contains 229920 members 
Entering Unmasked Estep 
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Iteration 17Q: 23 clusters Score -1.477868e+08 nChanged 31555
Entering Unmasked Mstep 
Mstep: Class 0 contains 955 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 27631 members 
Mstep: Class 3 contains 4587 members 
Mstep: Class 4 contains 1743 members 
Mstep: Class 5 contains 22598 members 
Mstep: Class 6 contains 39783 members 
Mstep: Class 7 contains 44215 members 
Mstep: Class 8 contains 6354 members 
Mstep: Class 9 contains 299113 members 
Mstep: Class 10 contains 12036 members 
Mstep: Class 11 contains 42685 members 
Mstep: Class 12 contains 7798 members 
Mstep: Class 13 contains 5629 members 
Mstep: Class 14 contains 2665 members 
Mstep: Class 16 contains 306919 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 71184 members 
Mstep: Class 19 contains 4695 members 
Mstep: Class 20 contains 25074 members 
Mstep: Class 22 contains 73577 members 
Mstep: Class 23 contains 4034 members 
Mstep: Class 24 contains 239693 members 
Entering Unmasked Estep 
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Iteration 18Q: 23 clusters Score -1.478043e+08 nChanged 31332
Entering Unmasked Mstep 
Mstep: Class 0 contains 955 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 29845 members 
Mstep: Class 3 contains 4497 members 
Mstep: Class 4 contains 1738 members 
Mstep: Class 5 contains 23381 members 
Mstep: Class 6 contains 40918 members 
Mstep: Class 7 contains 44431 members 
Mstep: Class 8 contains 6364 members 
Mstep: Class 9 contains 288345 members 
Mstep: Class 10 contains 12336 members 
Mstep: Class 11 contains 42300 members 
Mstep: Class 12 contains 8198 members 
Mstep: Class 13 contains 5573 members 
Mstep: Class 14 contains 2667 members 
Mstep: Class 16 contains 301038 members 
Mstep: Class 17 contains 2006 members 
Mstep: Class 18 contains 75926 members 
Mstep: Class 19 contains 4682 members 
Mstep: Class 20 contains 24644 members 
Mstep: Class 22 contains 70936 members 
Mstep: Class 23 contains 4028 members 
Mstep: Class 24 contains 250234 members 
Entering Unmasked Estep 
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Iteration 19Q: 23 clusters Score -1.47822e+08 nChanged 31037
Entering Unmasked Mstep 
Mstep: Class 0 contains 955 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 32232 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 1738 members 
Mstep: Class 5 contains 24229 members 
Mstep: Class 6 contains 41999 members 
Mstep: Class 7 contains 44646 members 
Mstep: Class 8 contains 6327 members 
Mstep: Class 9 contains 276928 members 
Mstep: Class 10 contains 12653 members 
Mstep: Class 11 contains 41919 members 
Mstep: Class 12 contains 8538 members 
Mstep: Class 13 contains 5516 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 16 contains 295211 members 
Mstep: Class 17 contains 1958 members 
Mstep: Class 18 contains 80130 members 
Mstep: Class 19 contains 4679 members 
Mstep: Class 20 contains 24200 members 
Mstep: Class 22 contains 68887 members 
Mstep: Class 23 contains 4046 members 
Mstep: Class 24 contains 261168 members 
Entering Unmasked Estep 
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Iteration 20F: 23 clusters Score -1.478454e+08 nChanged 31018
Entering Unmasked Mstep 
Mstep: Class 0 contains 891 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 34616 members 
Mstep: Class 3 contains 4332 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 24996 members 
Mstep: Class 6 contains 43532 members 
Mstep: Class 7 contains 44796 members 
Mstep: Class 8 contains 6239 members 
Mstep: Class 9 contains 265723 members 
Mstep: Class 10 contains 12981 members 
Mstep: Class 11 contains 41488 members 
Mstep: Class 12 contains 8930 members 
Mstep: Class 13 contains 5473 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 16 contains 288614 members 
Mstep: Class 17 contains 2002 members 
Mstep: Class 18 contains 84186 members 
Mstep: Class 19 contains 4693 members 
Mstep: Class 20 contains 23742 members 
Mstep: Class 22 contains 67411 members 
Mstep: Class 23 contains 4085 members 
Mstep: Class 24 contains 271841 members 
Entering Unmasked Estep 
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Iteration 21Q: 23 clusters Score -1.47863e+08 nChanged 30204
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 36985 members 
Mstep: Class 3 contains 4244 members 
Mstep: Class 4 contains 1737 members 
Mstep: Class 5 contains 26008 members 
Mstep: Class 6 contains 44923 members 
Mstep: Class 7 contains 44941 members 
Mstep: Class 8 contains 6118 members 
Mstep: Class 9 contains 255187 members 
Mstep: Class 10 contains 13286 members 
Mstep: Class 11 contains 41036 members 
Mstep: Class 12 contains 9311 members 
Mstep: Class 13 contains 5463 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 16 contains 282031 members 
Mstep: Class 17 contains 2030 members 
Mstep: Class 18 contains 87645 members 
Mstep: Class 19 contains 4698 members 
Mstep: Class 20 contains 23283 members 
Mstep: Class 22 contains 66552 members 
Mstep: Class 23 contains 4127 members 
Mstep: Class 24 contains 281822 members 
Entering Unmasked Estep 
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Iteration 22Q: 23 clusters Score -1.478771e+08 nChanged 29032
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 39283 members 
Mstep: Class 3 contains 4150 members 
Mstep: Class 4 contains 1736 members 
Mstep: Class 5 contains 27068 members 
Mstep: Class 6 contains 46349 members 
Mstep: Class 7 contains 45068 members 
Mstep: Class 8 contains 5953 members 
Mstep: Class 9 contains 245737 members 
Mstep: Class 10 contains 13637 members 
Mstep: Class 11 contains 40584 members 
Mstep: Class 12 contains 9675 members 
Mstep: Class 13 contains 5456 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 16 contains 275966 members 
Mstep: Class 17 contains 1973 members 
Mstep: Class 18 contains 90523 members 
Mstep: Class 19 contains 4696 members 
Mstep: Class 20 contains 22803 members 
Mstep: Class 22 contains 66093 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 290486 members 
Entering Unmasked Estep 
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Iteration 23Q: 23 clusters Score -1.478874e+08 nChanged 27824
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 41475 members 
Mstep: Class 3 contains 4071 members 
Mstep: Class 4 contains 1735 members 
Mstep: Class 5 contains 28079 members 
Mstep: Class 6 contains 47890 members 
Mstep: Class 7 contains 45181 members 
Mstep: Class 8 contains 5741 members 
Mstep: Class 9 contains 237578 members 
Mstep: Class 10 contains 13974 members 
Mstep: Class 11 contains 40147 members 
Mstep: Class 12 contains 10029 members 
Mstep: Class 13 contains 5451 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 16 contains 270372 members 
Mstep: Class 17 contains 1912 members 
Mstep: Class 18 contains 92851 members 
Mstep: Class 19 contains 4684 members 
Mstep: Class 20 contains 22338 members 
Mstep: Class 22 contains 65848 members 
Mstep: Class 23 contains 4270 members 
Mstep: Class 24 contains 297805 members 
Entering Unmasked Estep 
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Iteration 24Q: 23 clusters Score -1.478969e+08 nChanged 26239
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 43576 members 
Mstep: Class 3 contains 3987 members 
Mstep: Class 4 contains 1729 members 
Mstep: Class 5 contains 28983 members 
Mstep: Class 6 contains 49545 members 
Mstep: Class 7 contains 45294 members 
Mstep: Class 8 contains 5490 members 
Mstep: Class 9 contains 230822 members 
Mstep: Class 10 contains 14322 members 
Mstep: Class 11 contains 39725 members 
Mstep: Class 12 contains 10307 members 
Mstep: Class 13 contains 5450 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 16 contains 265572 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 94650 members 
Mstep: Class 19 contains 4658 members 
Mstep: Class 20 contains 21871 members 
Mstep: Class 22 contains 65731 members 
Mstep: Class 23 contains 4339 members 
Mstep: Class 24 contains 303470 members 
Entering Unmasked Estep 
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Iteration 25Q: 23 clusters Score -1.479034e+08 nChanged 24197
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 45388 members 
Mstep: Class 3 contains 3901 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 29866 members 
Mstep: Class 6 contains 51422 members 
Mstep: Class 7 contains 45396 members 
Mstep: Class 8 contains 5250 members 
Mstep: Class 9 contains 225269 members 
Mstep: Class 10 contains 14574 members 
Mstep: Class 11 contains 39346 members 
Mstep: Class 12 contains 10619 members 
Mstep: Class 13 contains 5437 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 16 contains 261160 members 
Mstep: Class 17 contains 1914 members 
Mstep: Class 18 contains 95979 members 
Mstep: Class 19 contains 4647 members 
Mstep: Class 20 contains 21429 members 
Mstep: Class 22 contains 65661 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 308084 members 
Entering Unmasked Estep 
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Iteration 26Q: 23 clusters Score -1.479084e+08 nChanged 22478
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 46976 members 
Mstep: Class 3 contains 3796 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 30760 members 
Mstep: Class 6 contains 53359 members 
Mstep: Class 7 contains 45530 members 
Mstep: Class 8 contains 5026 members 
Mstep: Class 9 contains 221142 members 
Mstep: Class 10 contains 14850 members 
Mstep: Class 11 contains 38956 members 
Mstep: Class 12 contains 10873 members 
Mstep: Class 13 contains 5431 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 16 contains 257221 members 
Mstep: Class 17 contains 1918 members 
Mstep: Class 18 contains 97068 members 
Mstep: Class 19 contains 4636 members 
Mstep: Class 20 contains 20938 members 
Mstep: Class 22 contains 65607 members 
Mstep: Class 23 contains 4420 members 
Mstep: Class 24 contains 311205 members 
Entering Unmasked Estep 
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Iteration 27Q: 23 clusters Score -1.479109e+08 nChanged 21335
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 48436 members 
Mstep: Class 3 contains 3690 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 31560 members 
Mstep: Class 6 contains 55366 members 
Mstep: Class 7 contains 45667 members 
Mstep: Class 8 contains 4842 members 
Mstep: Class 9 contains 218560 members 
Mstep: Class 10 contains 15152 members 
Mstep: Class 11 contains 38575 members 
Mstep: Class 12 contains 11126 members 
Mstep: Class 13 contains 5428 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 16 contains 253717 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 97977 members 
Mstep: Class 19 contains 4624 members 
Mstep: Class 20 contains 20424 members 
Mstep: Class 22 contains 65574 members 
Mstep: Class 23 contains 4440 members 
Mstep: Class 24 contains 312635 members 
Entering Unmasked Estep 
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Iteration 28Q: 23 clusters Score -1.479128e+08 nChanged 19726
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 49727 members 
Mstep: Class 3 contains 3601 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 32290 members 
Mstep: Class 6 contains 57304 members 
Mstep: Class 7 contains 45777 members 
Mstep: Class 8 contains 4709 members 
Mstep: Class 9 contains 217203 members 
Mstep: Class 10 contains 15505 members 
Mstep: Class 11 contains 38200 members 
Mstep: Class 12 contains 11346 members 
Mstep: Class 13 contains 5414 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 16 contains 250841 members 
Mstep: Class 17 contains 1919 members 
Mstep: Class 18 contains 98663 members 
Mstep: Class 19 contains 4617 members 
Mstep: Class 20 contains 19905 members 
Mstep: Class 22 contains 65552 members 
Mstep: Class 23 contains 4449 members 
Mstep: Class 24 contains 312691 members 
Entering Unmasked Estep 
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Iteration 29Q: 23 clusters Score -1.479148e+08 nChanged 17775
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 50726 members 
Mstep: Class 3 contains 3507 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 32983 members 
Mstep: Class 6 contains 59207 members 
Mstep: Class 7 contains 45915 members 
Mstep: Class 8 contains 4592 members 
Mstep: Class 9 contains 216931 members 
Mstep: Class 10 contains 15876 members 
Mstep: Class 11 contains 37922 members 
Mstep: Class 12 contains 11560 members 
Mstep: Class 13 contains 5402 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 16 contains 248285 members 
Mstep: Class 17 contains 1920 members 
Mstep: Class 18 contains 99079 members 
Mstep: Class 19 contains 4611 members 
Mstep: Class 20 contains 19369 members 
Mstep: Class 22 contains 65562 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 311832 members 
Entering Unmasked Estep 
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Iteration 30Q: 23 clusters Score -1.479163e+08 nChanged 15640
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 51541 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 33642 members 
Mstep: Class 6 contains 60996 members 
Mstep: Class 7 contains 46034 members 
Mstep: Class 8 contains 4482 members 
Mstep: Class 9 contains 217518 members 
Mstep: Class 10 contains 16302 members 
Mstep: Class 11 contains 37708 members 
Mstep: Class 12 contains 11706 members 
Mstep: Class 13 contains 5386 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 16 contains 246086 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 99422 members 
Mstep: Class 19 contains 4611 members 
Mstep: Class 20 contains 18823 members 
Mstep: Class 22 contains 65554 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 310127 members 
Entering Unmasked Estep 
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Iteration 31Q: 23 clusters Score -1.479188e+08 nChanged 13693
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 52140 members 
Mstep: Class 3 contains 3339 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 34308 members 
Mstep: Class 6 contains 62696 members 
Mstep: Class 7 contains 46137 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 218689 members 
Mstep: Class 10 contains 16822 members 
Mstep: Class 11 contains 37489 members 
Mstep: Class 12 contains 11846 members 
Mstep: Class 13 contains 5383 members 
Mstep: Class 14 contains 2666 members 
Mstep: Class 16 contains 244227 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 99507 members 
Mstep: Class 19 contains 4611 members 
Mstep: Class 20 contains 18219 members 
Mstep: Class 22 contains 65537 members 
Mstep: Class 23 contains 4423 members 
Mstep: Class 24 contains 308060 members 
Entering Unmasked Estep 
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Iteration 32Q: 23 clusters Score -1.479212e+08 nChanged 12078
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 52569 members 
Mstep: Class 3 contains 3259 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 34925 members 
Mstep: Class 6 contains 64243 members 
Mstep: Class 7 contains 46240 members 
Mstep: Class 8 contains 4269 members 
Mstep: Class 9 contains 220232 members 
Mstep: Class 10 contains 17450 members 
Mstep: Class 11 contains 37296 members 
Mstep: Class 12 contains 11993 members 
Mstep: Class 13 contains 5366 members 
Mstep: Class 14 contains 2667 members 
Mstep: Class 16 contains 242437 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 99516 members 
Mstep: Class 19 contains 4609 members 
Mstep: Class 20 contains 17556 members 
Mstep: Class 22 contains 65519 members 
Mstep: Class 23 contains 4403 members 
Mstep: Class 24 contains 305910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147923296.000000 Penalty: 76575.515625
Iteration 33Q: 23 clusters Score -1.479233e+08 nChanged 10766
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 52894 members 
Mstep: Class 3 contains 3174 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 35512 members 
Mstep: Class 6 contains 65547 members 
Mstep: Class 7 contains 46297 members 
Mstep: Class 8 contains 4196 members 
Mstep: Class 9 contains 222146 members 
Mstep: Class 10 contains 18162 members 
Mstep: Class 11 contains 37146 members 
Mstep: Class 12 contains 12125 members 
Mstep: Class 13 contains 5361 members 
Mstep: Class 14 contains 2667 members 
Mstep: Class 16 contains 240747 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 99547 members 
Mstep: Class 19 contains 4605 members 
Mstep: Class 20 contains 16904 members 
Mstep: Class 22 contains 65505 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 303528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147924896.000000 Penalty: 76575.515625
Iteration 34Q: 23 clusters Score -1.479249e+08 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 53147 members 
Mstep: Class 3 contains 3099 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 36093 members 
Mstep: Class 6 contains 66703 members 
Mstep: Class 7 contains 46371 members 
Mstep: Class 8 contains 4120 members 
Mstep: Class 9 contains 224250 members 
Mstep: Class 10 contains 18857 members 
Mstep: Class 11 contains 37010 members 
Mstep: Class 12 contains 12263 members 
Mstep: Class 13 contains 5356 members 
Mstep: Class 14 contains 2667 members 
Mstep: Class 16 contains 239327 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 99534 members 
Mstep: Class 19 contains 4600 members 
Mstep: Class 20 contains 16207 members 
Mstep: Class 22 contains 65484 members 
Mstep: Class 23 contains 4382 members 
Mstep: Class 24 contains 300987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147926768.000000 Penalty: 76575.515625
Iteration 35Q: 23 clusters Score -1.479268e+08 nChanged 8849
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 53351 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 36747 members 
Mstep: Class 6 contains 67662 members 
Mstep: Class 7 contains 46438 members 
Mstep: Class 8 contains 4069 members 
Mstep: Class 9 contains 226515 members 
Mstep: Class 10 contains 19514 members 
Mstep: Class 11 contains 36927 members 
Mstep: Class 12 contains 12389 members 
Mstep: Class 13 contains 5350 members 
Mstep: Class 14 contains 2667 members 
Mstep: Class 16 contains 237966 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 99525 members 
Mstep: Class 19 contains 4596 members 
Mstep: Class 20 contains 15479 members 
Mstep: Class 22 contains 65463 members 
Mstep: Class 23 contains 4373 members 
Mstep: Class 24 contains 298401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147928512.000000 Penalty: 76575.515625
Iteration 36Q: 23 clusters Score -1.479285e+08 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 53466 members 
Mstep: Class 3 contains 2942 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 37408 members 
Mstep: Class 6 contains 68512 members 
Mstep: Class 7 contains 46496 members 
Mstep: Class 8 contains 4022 members 
Mstep: Class 9 contains 228878 members 
Mstep: Class 10 contains 20103 members 
Mstep: Class 11 contains 36894 members 
Mstep: Class 12 contains 12484 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 2667 members 
Mstep: Class 16 contains 236748 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 99519 members 
Mstep: Class 19 contains 4595 members 
Mstep: Class 20 contains 14774 members 
Mstep: Class 22 contains 65427 members 
Mstep: Class 23 contains 4368 members 
Mstep: Class 24 contains 295806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147929520.000000 Penalty: 76575.515625
Iteration 37Q: 23 clusters Score -1.479295e+08 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 53531 members 
Mstep: Class 3 contains 2868 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 38081 members 
Mstep: Class 6 contains 69257 members 
Mstep: Class 7 contains 46538 members 
Mstep: Class 8 contains 3989 members 
Mstep: Class 9 contains 231192 members 
Mstep: Class 10 contains 20614 members 
Mstep: Class 11 contains 36925 members 
Mstep: Class 12 contains 12643 members 
Mstep: Class 13 contains 5341 members 
Mstep: Class 14 contains 2667 members 
Mstep: Class 16 contains 235625 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 99481 members 
Mstep: Class 19 contains 4594 members 
Mstep: Class 20 contains 14081 members 
Mstep: Class 22 contains 65386 members 
Mstep: Class 23 contains 4353 members 
Mstep: Class 24 contains 293286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147930720.000000 Penalty: 76575.515625
Iteration 38Q: 23 clusters Score -1.479307e+08 nChanged 7989
Entering ConstructFrom: 
Score: -147930720.000000 Penalty: 76575.515625
Entering ConstructFrom: 
Trying to split cluster 1 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -64276.355469 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -64276.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -62695.542969 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -62695.54 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62897.753906 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -62897.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62966.218750 Penalty: 3156.062012
	Iteration 2Q: 3 clusters Score -62966.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63016.765625 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -63016.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63102.511719 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -63102.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -63231.089844 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -63231.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63424.039062 Penalty: 3156.062012
	Iteration 6F: 3 clusters Score -63424.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63625.511719 Penalty: 3156.062012
	Iteration 7F: 3 clusters Score -63625.51 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -63839.417969 Penalty: 3156.062012
	Iteration 8F: 3 clusters Score -63839.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -64108.187500 Penalty: 3156.062012
	Iteration 9F: 3 clusters Score -64108.19 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -64483.800781 Penalty: 3156.062012
	Iteration 10F: 3 clusters Score -64483.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -64544.687500 Penalty: 3156.062012
	Iteration 11Q: 3 clusters Score -64544.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -64555.820312 Penalty: 3156.062012
	Iteration 12Q: 3 clusters Score -64555.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -64569.609375 Penalty: 3156.062012
	Iteration 13Q: 3 clusters Score -64569.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -64569.609375 Penalty: 3156.062012
	Iteration 14F: 3 clusters Score -64569.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 53598 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 38745 members 
Mstep: Class 6 contains 69853 members 
Mstep: Class 7 contains 46550 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 233412 members 
Mstep: Class 10 contains 20973 members 
Mstep: Class 11 contains 36995 members 
Mstep: Class 12 contains 12777 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 2667 members 
Mstep: Class 15 contains 166 members 
Mstep: Class 16 contains 234738 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 99446 members 
Mstep: Class 19 contains 4593 members 
Mstep: Class 20 contains 13496 members 
Mstep: Class 22 contains 65355 members 
Mstep: Class 23 contains 4339 members 
Mstep: Class 24 contains 290808 members 
Entering Unmasked Estep 
Score: -147929136.000000 Penalty: 80056.218750
Splitting cluster 1 changes total score from -147930720.000000 to -147929136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (53598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Entering Unmasked Estep 
Score: -6406115.000000 Penalty: 2700.538086
	Iteration 0F: 2 clusters Score -6406115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -6370044.500000 Penalty: 5401.076172
	Iteration 0F: 3 clusters Score -6370044 nChanged 24737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -6383872.000000 Penalty: 5401.076172
	Iteration 1F: 3 clusters Score -6383872 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -6385667.000000 Penalty: 5401.076172
	Iteration 2Q: 3 clusters Score -6385667 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -6388992.500000 Penalty: 5401.076172
	Iteration 3F: 3 clusters Score -6388992 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -6393336.500000 Penalty: 5401.076172
	Iteration 4F: 3 clusters Score -6393336 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -6397722.500000 Penalty: 5401.076172
	Iteration 5F: 3 clusters Score -6397722 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -6401073.000000 Penalty: 5401.076172
	Iteration 6F: 3 clusters Score -6401073 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -6402897.500000 Penalty: 5401.076172
	Iteration 7F: 3 clusters Score -6402898 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -6403663.500000 Penalty: 5401.076172
	Iteration 8Q: 3 clusters Score -6403664 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -6404066.500000 Penalty: 5401.076172
	Iteration 9Q: 3 clusters Score -6404066 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -6404299.000000 Penalty: 5401.076172
	Iteration 10Q: 3 clusters Score -6404299 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -6404444.000000 Penalty: 5401.076172
	Iteration 11Q: 3 clusters Score -6404444 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -6404581.000000 Penalty: 5401.076172
	Iteration 12Q: 3 clusters Score -6404581 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -6404790.000000 Penalty: 5401.076172
	Iteration 13Q: 3 clusters Score -6404790 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -6405039.500000 Penalty: 5401.076172
	Iteration 14Q: 3 clusters Score -6405040 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -6405288.000000 Penalty: 5401.076172
	Iteration 15Q: 3 clusters Score -6405288 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -6405697.500000 Penalty: 5401.076172
	Iteration 16Q: 3 clusters Score -6405698 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -6406206.500000 Penalty: 5401.076172
	Iteration 17Q: 3 clusters Score -6406206 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -6406987.500000 Penalty: 5401.076172
	Iteration 18Q: 3 clusters Score -6406988 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -6407920.500000 Penalty: 5401.076172
	Iteration 19Q: 3 clusters Score -6407920 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -6408448.500000 Penalty: 5401.076172
	Iteration 20F: 3 clusters Score -6408448 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -6408607.500000 Penalty: 5401.076172
	Iteration 21Q: 3 clusters Score -6408608 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
Score: -6408718.500000 Penalty: 5401.076172
	Iteration 22Q: 3 clusters Score -6408718 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -6408804.500000 Penalty: 5401.076172
	Iteration 23Q: 3 clusters Score -6408804 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -6408835.000000 Penalty: 5401.076172
	Iteration 24Q: 3 clusters Score -6408835 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -6408868.500000 Penalty: 5401.076172
	Iteration 25Q: 3 clusters Score -6408868 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 50366 members 
Entering Unmasked Estep 
Score: -6408888.000000 Penalty: 5401.076172
	Iteration 26Q: 3 clusters Score -6408888 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -6408892.000000 Penalty: 5401.076172
	Iteration 27Q: 3 clusters Score -6408892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -6408904.500000 Penalty: 5401.076172
	Iteration 28Q: 3 clusters Score -6408904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
Score: -6408914.000000 Penalty: 5401.076172
	Iteration 29Q: 3 clusters Score -6408914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -6408926.500000 Penalty: 5401.076172
	Iteration 30Q: 3 clusters Score -6408926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -6408914.500000 Penalty: 5401.076172
	Iteration 31Q: 3 clusters Score -6408914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -6408907.500000 Penalty: 5401.076172
	Iteration 32Q: 3 clusters Score -6408908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -6408910.000000 Penalty: 5401.076172
	Iteration 33Q: 3 clusters Score -6408910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -6408896.500000 Penalty: 5401.076172
	Iteration 34Q: 3 clusters Score -6408896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -6408907.500000 Penalty: 5401.076172
	Iteration 35Q: 3 clusters Score -6408908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 50596 members 
Entering Unmasked Estep 
Score: -6408900.500000 Penalty: 5401.076172
	Iteration 36Q: 3 clusters Score -6408900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -6408901.000000 Penalty: 5401.076172
	Iteration 37Q: 3 clusters Score -6408901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -6408907.500000 Penalty: 5401.076172
	Iteration 38Q: 3 clusters Score -6408908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 50610 members 
Entering Unmasked Estep 
Score: -6408908.000000 Penalty: 5401.076172
	Iteration 39Q: 3 clusters Score -6408908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -6408909.000000 Penalty: 5401.076172
	Iteration 40F: 3 clusters Score -6408909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -6408914.500000 Penalty: 5401.076172
	Iteration 41Q: 3 clusters Score -6408914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -6408910.500000 Penalty: 5401.076172
	Iteration 42Q: 3 clusters Score -6408910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -6408910.500000 Penalty: 5401.076172
	Iteration 43F: 3 clusters Score -6408910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2981 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 38745 members 
Mstep: Class 6 contains 69853 members 
Mstep: Class 7 contains 46550 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 233412 members 
Mstep: Class 10 contains 20973 members 
Mstep: Class 11 contains 36995 members 
Mstep: Class 12 contains 12777 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 2667 members 
Mstep: Class 15 contains 50617 members 
Mstep: Class 16 contains 234738 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 99446 members 
Mstep: Class 19 contains 4593 members 
Mstep: Class 20 contains 13496 members 
Mstep: Class 22 contains 65355 members 
Mstep: Class 23 contains 4339 members 
Mstep: Class 24 contains 290808 members 
Entering Unmasked Estep 
Score: -147934416.000000 Penalty: 80056.218750
Splitting cluster 2 changes total score from -147930720.000000 to -147934416.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 3 (2802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Entering Unmasked Estep 
Score: -328973.468750 Penalty: 1968.645996
	Iteration 0F: 2 clusters Score -328973.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -325864.750000 Penalty: 3937.291992
	Iteration 0F: 3 clusters Score -325864.8 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -326668.468750 Penalty: 3937.291992
	Iteration 1F: 3 clusters Score -326668.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -327011.843750 Penalty: 3937.291992
	Iteration 2F: 3 clusters Score -327011.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -327264.343750 Penalty: 3937.291992
	Iteration 3F: 3 clusters Score -327264.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -327504.937500 Penalty: 3937.291992
	Iteration 4F: 3 clusters Score -327504.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -327688.125000 Penalty: 3937.291992
	Iteration 5Q: 3 clusters Score -327688.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -327802.812500 Penalty: 3937.291992
	Iteration 6Q: 3 clusters Score -327802.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -327918.812500 Penalty: 3937.291992
	Iteration 7Q: 3 clusters Score -327918.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -328101.656250 Penalty: 3937.291992
	Iteration 8Q: 3 clusters Score -328101.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -328353.562500 Penalty: 3937.291992
	Iteration 9Q: 3 clusters Score -328353.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -328654.875000 Penalty: 3937.291992
	Iteration 10Q: 3 clusters Score -328654.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -328861.687500 Penalty: 3937.291992
	Iteration 11Q: 3 clusters Score -328861.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -329011.031250 Penalty: 3937.291992
	Iteration 12Q: 3 clusters Score -329011 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -329128.093750 Penalty: 3937.291992
	Iteration 13Q: 3 clusters Score -329128.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -329204.718750 Penalty: 3937.291992
	Iteration 14Q: 3 clusters Score -329204.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -329260.343750 Penalty: 3937.291992
	Iteration 15Q: 3 clusters Score -329260.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -329300.125000 Penalty: 3937.291992
	Iteration 16Q: 3 clusters Score -329300.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -329340.625000 Penalty: 3937.291992
	Iteration 17Q: 3 clusters Score -329340.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -329380.812500 Penalty: 3937.291992
	Iteration 18Q: 3 clusters Score -329380.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -329416.343750 Penalty: 3937.291992
	Iteration 19Q: 3 clusters Score -329416.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -329456.937500 Penalty: 3937.291992
	Iteration 20F: 3 clusters Score -329456.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -329486.468750 Penalty: 3937.291992
	Iteration 21Q: 3 clusters Score -329486.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -329526.312500 Penalty: 3937.291992
	Iteration 22Q: 3 clusters Score -329526.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -329574.218750 Penalty: 3937.291992
	Iteration 23Q: 3 clusters Score -329574.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -329678.562500 Penalty: 3937.291992
	Iteration 24Q: 3 clusters Score -329678.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -329991.500000 Penalty: 3937.291992
	Iteration 25Q: 3 clusters Score -329991.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -330924.687500 Penalty: 3937.291992
	Iteration 26Q: 3 clusters Score -330924.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -331617.875000 Penalty: 3937.291992
	Iteration 27Q: 3 clusters Score -331617.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -332364.718750 Penalty: 3937.291992
	Iteration 28Q: 3 clusters Score -332364.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -333081.812500 Penalty: 3937.291992
	Iteration 29Q: 3 clusters Score -333081.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -333193.968750 Penalty: 3937.291992
	Iteration 30Q: 3 clusters Score -333194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -333193.968750 Penalty: 3937.291992
	Iteration 31F: 3 clusters Score -333194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2981 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 38745 members 
Mstep: Class 6 contains 69853 members 
Mstep: Class 7 contains 46550 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 233412 members 
Mstep: Class 10 contains 20973 members 
Mstep: Class 11 contains 36995 members 
Mstep: Class 12 contains 12777 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 2667 members 
Mstep: Class 15 contains 50617 members 
Mstep: Class 16 contains 234738 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 99446 members 
Mstep: Class 19 contains 4593 members 
Mstep: Class 20 contains 13496 members 
Mstep: Class 21 contains 1184 members 
Mstep: Class 22 contains 65355 members 
Mstep: Class 23 contains 4339 members 
Mstep: Class 24 contains 290808 members 
Entering Unmasked Estep 
Score: -147935984.000000 Penalty: 83536.929688
Splitting cluster 3 changes total score from -147930720.000000 to -147935984.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -211111.140625 Penalty: 1847.763916
	Iteration 0F: 2 clusters Score -211111.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -208655.953125 Penalty: 3695.527832
	Iteration 0F: 3 clusters Score -208656 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -209211.703125 Penalty: 3695.527832
	Iteration 1F: 3 clusters Score -209211.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -209469.062500 Penalty: 3695.527832
	Iteration 2F: 3 clusters Score -209469.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -209612.156250 Penalty: 3695.527832
	Iteration 3F: 3 clusters Score -209612.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -209701.328125 Penalty: 3695.527832
	Iteration 4Q: 3 clusters Score -209701.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -209769.500000 Penalty: 3695.527832
	Iteration 5Q: 3 clusters Score -209769.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -209824.968750 Penalty: 3695.527832
	Iteration 6Q: 3 clusters Score -209825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -209857.937500 Penalty: 3695.527832
	Iteration 7Q: 3 clusters Score -209857.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -209885.484375 Penalty: 3695.527832
	Iteration 8Q: 3 clusters Score -209885.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -209902.453125 Penalty: 3695.527832
	Iteration 9Q: 3 clusters Score -209902.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -209919.406250 Penalty: 3695.527832
	Iteration 10Q: 3 clusters Score -209919.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -209935.296875 Penalty: 3695.527832
	Iteration 11Q: 3 clusters Score -209935.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -209950.703125 Penalty: 3695.527832
	Iteration 12Q: 3 clusters Score -209950.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -209963.968750 Penalty: 3695.527832
	Iteration 13Q: 3 clusters Score -209964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -209982.343750 Penalty: 3695.527832
	Iteration 14Q: 3 clusters Score -209982.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -209997.093750 Penalty: 3695.527832
	Iteration 15Q: 3 clusters Score -209997.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -210011.781250 Penalty: 3695.527832
	Iteration 16Q: 3 clusters Score -210011.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -210015.140625 Penalty: 3695.527832
	Iteration 17Q: 3 clusters Score -210015.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -210020.671875 Penalty: 3695.527832
	Iteration 18Q: 3 clusters Score -210020.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -210022.109375 Penalty: 3695.527832
	Iteration 19Q: 3 clusters Score -210022.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -210025.046875 Penalty: 3695.527832
	Iteration 20F: 3 clusters Score -210025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -210025.875000 Penalty: 3695.527832
	Iteration 21Q: 3 clusters Score -210025.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -210026.593750 Penalty: 3695.527832
	Iteration 22Q: 3 clusters Score -210026.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -210027.578125 Penalty: 3695.527832
	Iteration 23Q: 3 clusters Score -210027.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -210028.875000 Penalty: 3695.527832
	Iteration 24Q: 3 clusters Score -210028.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -210031.734375 Penalty: 3695.527832
	Iteration 25Q: 3 clusters Score -210031.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -210033.531250 Penalty: 3695.527832
	Iteration 26Q: 3 clusters Score -210033.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -210033.531250 Penalty: 3695.527832
	Iteration 27F: 3 clusters Score -210033.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Entering Unmasked Estep 
Score: -4372373.500000 Penalty: 2620.059814
	Iteration 0F: 2 clusters Score -4372374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -4346035.500000 Penalty: 5240.119629
	Iteration 0F: 3 clusters Score -4346036 nChanged 17623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -4356266.500000 Penalty: 5240.119629
	Iteration 1F: 3 clusters Score -4356266 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -4357390.500000 Penalty: 5240.119629
	Iteration 2F: 3 clusters Score -4357390 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -4358610.000000 Penalty: 5240.119629
	Iteration 3F: 3 clusters Score -4358610 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -4359865.500000 Penalty: 5240.119629
	Iteration 4F: 3 clusters Score -4359866 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -4361116.500000 Penalty: 5240.119629
	Iteration 5F: 3 clusters Score -4361116 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -4362295.000000 Penalty: 5240.119629
	Iteration 6F: 3 clusters Score -4362295 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -4363360.000000 Penalty: 5240.119629
	Iteration 7F: 3 clusters Score -4363360 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -4364374.000000 Penalty: 5240.119629
	Iteration 8Q: 3 clusters Score -4364374 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -4365305.000000 Penalty: 5240.119629
	Iteration 9Q: 3 clusters Score -4365305 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -4366011.000000 Penalty: 5240.119629
	Iteration 10Q: 3 clusters Score -4366011 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -4366498.500000 Penalty: 5240.119629
	Iteration 11Q: 3 clusters Score -4366498 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -4366892.500000 Penalty: 5240.119629
	Iteration 12Q: 3 clusters Score -4366892 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -4367154.500000 Penalty: 5240.119629
	Iteration 13Q: 3 clusters Score -4367154 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -4367327.500000 Penalty: 5240.119629
	Iteration 14Q: 3 clusters Score -4367328 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -4367449.500000 Penalty: 5240.119629
	Iteration 15Q: 3 clusters Score -4367450 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -4367523.500000 Penalty: 5240.119629
	Iteration 16Q: 3 clusters Score -4367524 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -4367605.000000 Penalty: 5240.119629
	Iteration 17Q: 3 clusters Score -4367605 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -4367656.500000 Penalty: 5240.119629
	Iteration 18Q: 3 clusters Score -4367656 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -4367693.500000 Penalty: 5240.119629
	Iteration 19Q: 3 clusters Score -4367694 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -4367713.500000 Penalty: 5240.119629
	Iteration 20F: 3 clusters Score -4367714 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -4367711.500000 Penalty: 5240.119629
	Iteration 21Q: 3 clusters Score -4367712 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -4367738.000000 Penalty: 5240.119629
	Iteration 22Q: 3 clusters Score -4367738 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -4367766.000000 Penalty: 5240.119629
	Iteration 23Q: 3 clusters Score -4367766 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -4367761.000000 Penalty: 5240.119629
	Iteration 24Q: 3 clusters Score -4367761 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -4367767.500000 Penalty: 5240.119629
	Iteration 25Q: 3 clusters Score -4367768 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -4367789.000000 Penalty: 5240.119629
	Iteration 26Q: 3 clusters Score -4367789 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -4367814.500000 Penalty: 5240.119629
	Iteration 27Q: 3 clusters Score -4367814 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -4367809.000000 Penalty: 5240.119629
	Iteration 28Q: 3 clusters Score -4367809 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -4367817.500000 Penalty: 5240.119629
	Iteration 29Q: 3 clusters Score -4367818 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -4367833.500000 Penalty: 5240.119629
	Iteration 30Q: 3 clusters Score -4367834 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -4367850.000000 Penalty: 5240.119629
	Iteration 31Q: 3 clusters Score -4367850 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -4367858.000000 Penalty: 5240.119629
	Iteration 32Q: 3 clusters Score -4367858 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -4367856.000000 Penalty: 5240.119629
	Iteration 33Q: 3 clusters Score -4367856 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -4367855.000000 Penalty: 5240.119629
	Iteration 34Q: 3 clusters Score -4367855 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -4367855.000000 Penalty: 5240.119629
	Iteration 35Q: 3 clusters Score -4367855 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -4367862.500000 Penalty: 5240.119629
	Iteration 36Q: 3 clusters Score -4367862 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -4367870.000000 Penalty: 5240.119629
	Iteration 37Q: 3 clusters Score -4367870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -4367863.000000 Penalty: 5240.119629
	Iteration 38Q: 3 clusters Score -4367863 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -4367871.500000 Penalty: 5240.119629
	Iteration 39Q: 3 clusters Score -4367872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -4367881.000000 Penalty: 5240.119629
	Iteration 40F: 3 clusters Score -4367881 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -4367879.500000 Penalty: 5240.119629
	Iteration 41Q: 3 clusters Score -4367880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -4367868.000000 Penalty: 5240.119629
	Iteration 42Q: 3 clusters Score -4367868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -4367866.000000 Penalty: 5240.119629
	Iteration 43Q: 3 clusters Score -4367866 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -4367869.500000 Penalty: 5240.119629
	Iteration 44Q: 3 clusters Score -4367870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -4367870.500000 Penalty: 5240.119629
	Iteration 45Q: 3 clusters Score -4367870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -4367879.000000 Penalty: 5240.119629
	Iteration 46Q: 3 clusters Score -4367879 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -4367885.500000 Penalty: 5240.119629
	Iteration 47Q: 3 clusters Score -4367886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -4367889.000000 Penalty: 5240.119629
	Iteration 48Q: 3 clusters Score -4367889 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -4367890.000000 Penalty: 5240.119629
	Iteration 49Q: 3 clusters Score -4367890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -4367897.000000 Penalty: 5240.119629
	Iteration 50Q: 3 clusters Score -4367897 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -4367899.500000 Penalty: 5240.119629
	Iteration 51Q: 3 clusters Score -4367900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -4367897.500000 Penalty: 5240.119629
	Iteration 52Q: 3 clusters Score -4367898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -4367901.500000 Penalty: 5240.119629
	Iteration 53Q: 3 clusters Score -4367902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -4367898.000000 Penalty: 5240.119629
	Iteration 54Q: 3 clusters Score -4367898 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -4367908.000000 Penalty: 5240.119629
	Iteration 55Q: 3 clusters Score -4367908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -4367918.000000 Penalty: 5240.119629
	Iteration 56Q: 3 clusters Score -4367918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -4367918.500000 Penalty: 5240.119629
	Iteration 57Q: 3 clusters Score -4367918 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -4367916.500000 Penalty: 5240.119629
	Iteration 58Q: 3 clusters Score -4367916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -4367919.500000 Penalty: 5240.119629
	Iteration 59Q: 3 clusters Score -4367920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -4367922.500000 Penalty: 5240.119629
	Iteration 60F: 3 clusters Score -4367922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -4367928.500000 Penalty: 5240.119629
	Iteration 61Q: 3 clusters Score -4367928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -4367925.500000 Penalty: 5240.119629
	Iteration 62Q: 3 clusters Score -4367926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -4367925.500000 Penalty: 5240.119629
	Iteration 63Q: 3 clusters Score -4367926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -4367930.500000 Penalty: 5240.119629
	Iteration 64Q: 3 clusters Score -4367930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -4367932.500000 Penalty: 5240.119629
	Iteration 65Q: 3 clusters Score -4367932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -4367943.000000 Penalty: 5240.119629
	Iteration 66Q: 3 clusters Score -4367943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -4367949.000000 Penalty: 5240.119629
	Iteration 67Q: 3 clusters Score -4367949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -4367935.500000 Penalty: 5240.119629
	Iteration 68Q: 3 clusters Score -4367936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -4367932.000000 Penalty: 5240.119629
	Iteration 69Q: 3 clusters Score -4367932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -4367939.500000 Penalty: 5240.119629
	Iteration 70Q: 3 clusters Score -4367940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -4367939.500000 Penalty: 5240.119629
	Iteration 71Q: 3 clusters Score -4367940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -4367946.000000 Penalty: 5240.119629
	Iteration 72Q: 3 clusters Score -4367946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -4367941.500000 Penalty: 5240.119629
	Iteration 73Q: 3 clusters Score -4367942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -4367949.000000 Penalty: 5240.119629
	Iteration 74Q: 3 clusters Score -4367949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -4367948.500000 Penalty: 5240.119629
	Iteration 75Q: 3 clusters Score -4367948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -4367945.000000 Penalty: 5240.119629
	Iteration 76Q: 3 clusters Score -4367945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -4367944.500000 Penalty: 5240.119629
	Iteration 77Q: 3 clusters Score -4367944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -4367942.000000 Penalty: 5240.119629
	Iteration 78Q: 3 clusters Score -4367942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -4367940.000000 Penalty: 5240.119629
	Iteration 79Q: 3 clusters Score -4367940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -4367936.000000 Penalty: 5240.119629
	Iteration 80F: 3 clusters Score -4367936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -4367945.500000 Penalty: 5240.119629
	Iteration 81Q: 3 clusters Score -4367946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -4367939.000000 Penalty: 5240.119629
	Iteration 82Q: 3 clusters Score -4367939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -4367940.500000 Penalty: 5240.119629
	Iteration 83Q: 3 clusters Score -4367940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -4367948.500000 Penalty: 5240.119629
	Iteration 84Q: 3 clusters Score -4367948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -4367948.000000 Penalty: 5240.119629
	Iteration 85Q: 3 clusters Score -4367948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -4367954.500000 Penalty: 5240.119629
	Iteration 86Q: 3 clusters Score -4367954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -4367954.500000 Penalty: 5240.119629
	Iteration 87Q: 3 clusters Score -4367954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -4367958.500000 Penalty: 5240.119629
	Iteration 88Q: 3 clusters Score -4367958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -4367964.000000 Penalty: 5240.119629
	Iteration 89Q: 3 clusters Score -4367964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -4367966.500000 Penalty: 5240.119629
	Iteration 90Q: 3 clusters Score -4367966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -4367964.500000 Penalty: 5240.119629
	Iteration 91Q: 3 clusters Score -4367964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -4367960.500000 Penalty: 5240.119629
	Iteration 92Q: 3 clusters Score -4367960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -4367951.000000 Penalty: 5240.119629
	Iteration 93Q: 3 clusters Score -4367951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -4367954.000000 Penalty: 5240.119629
	Iteration 94Q: 3 clusters Score -4367954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -4367954.000000 Penalty: 5240.119629
	Iteration 95Q: 3 clusters Score -4367954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -4367959.000000 Penalty: 5240.119629
	Iteration 96Q: 3 clusters Score -4367959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -4367961.000000 Penalty: 5240.119629
	Iteration 97Q: 3 clusters Score -4367961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -4367966.500000 Penalty: 5240.119629
	Iteration 98Q: 3 clusters Score -4367966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -4367967.500000 Penalty: 5240.119629
	Iteration 99Q: 3 clusters Score -4367968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -4367958.500000 Penalty: 5240.119629
	Iteration 100F: 3 clusters Score -4367958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -4367958.500000 Penalty: 5240.119629
	Iteration 101Q: 3 clusters Score -4367958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -4367957.500000 Penalty: 5240.119629
	Iteration 102Q: 3 clusters Score -4367958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -4367958.500000 Penalty: 5240.119629
	Iteration 103Q: 3 clusters Score -4367958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -4367960.000000 Penalty: 5240.119629
	Iteration 104Q: 3 clusters Score -4367960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -4367954.000000 Penalty: 5240.119629
	Iteration 105Q: 3 clusters Score -4367954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -4367950.500000 Penalty: 5240.119629
	Iteration 106Q: 3 clusters Score -4367950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -4367950.500000 Penalty: 5240.119629
	Iteration 107Q: 3 clusters Score -4367950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -4367951.500000 Penalty: 5240.119629
	Iteration 108Q: 3 clusters Score -4367952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -4367947.000000 Penalty: 5240.119629
	Iteration 109Q: 3 clusters Score -4367947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -4367951.000000 Penalty: 5240.119629
	Iteration 110Q: 3 clusters Score -4367951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -4367950.000000 Penalty: 5240.119629
	Iteration 111Q: 3 clusters Score -4367950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -4367952.000000 Penalty: 5240.119629
	Iteration 112Q: 3 clusters Score -4367952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -4367954.500000 Penalty: 5240.119629
	Iteration 113Q: 3 clusters Score -4367954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -4367958.500000 Penalty: 5240.119629
	Iteration 114Q: 3 clusters Score -4367958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -4367958.500000 Penalty: 5240.119629
	Iteration 115F: 3 clusters Score -4367958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (69853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69853 members 
Entering Unmasked Estep 
Score: -8592496.000000 Penalty: 2766.228760
	Iteration 0F: 2 clusters Score -8592496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -8545603.000000 Penalty: 5532.457520
	Iteration 0F: 3 clusters Score -8545603 nChanged 32812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -8564306.000000 Penalty: 5532.457520
	Iteration 1F: 3 clusters Score -8564306 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -8565375.000000 Penalty: 5532.457520
	Iteration 2Q: 3 clusters Score -8565375 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8578742 nChanged 3988
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Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8581300 nChanged 2830
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8582533 nChanged 1914
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Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -8583161.000000 Penalty: 5532.457520
	Iteration 11Q: 3 clusters Score -8583161 nChanged 1362
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8583586 nChanged 1134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8583958 nChanged 963
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8584224 nChanged 839
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8584465 nChanged 776
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8584653 nChanged 757
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8584847 nChanged 736
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8585000 nChanged 749
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -8585181.000000 Penalty: 5532.457520
	Iteration 19Q: 3 clusters Score -8585181 nChanged 694
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8585287 nChanged 691
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8585415 nChanged 709
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8585638 nChanged 717
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8585892 nChanged 729
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8586061 nChanged 722
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8586195 nChanged 693
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8586333 nChanged 685
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8586519 nChanged 624
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8586698 nChanged 641
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55938 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8586838 nChanged 639
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8587003 nChanged 625
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57198 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -8587169.000000 Penalty: 5532.457520
	Iteration 31Q: 3 clusters Score -8587169 nChanged 632
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8587386 nChanged 610
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Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8587550 nChanged 616
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Mstep: Class 1 contains 59052 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8587745 nChanged 616
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Mstep: Class 1 contains 59666 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8587955 nChanged 616
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Mstep: Class 1 contains 60282 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8588102 nChanged 549
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8588240 nChanged 521
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8588390 nChanged 471
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Mstep: Class 1 contains 61819 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8588554 nChanged 468
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Mstep: Class 1 contains 62287 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8588686 nChanged 449
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62736 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8588881 nChanged 440
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63174 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8589020 nChanged 424
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8589172 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 63969 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8589271 nChanged 361
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8589410 nChanged 324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64648 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8589509 nChanged 302
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Mstep: Class 1 contains 64948 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 65204 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8589966 nChanged 168
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	Iteration 53Q: 3 clusters Score -8590016 nChanged 156
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8590114 nChanged 122
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Entering Unmasked Estep 
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Mstep: Class 1 contains 67157 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8590238 nChanged 101
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Mstep: Class 1 contains 67256 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8590269 nChanged 101
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Mstep: Class 1 contains 67353 members 
Mstep: Class 2 contains 2500 members 
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	Iteration 62Q: 3 clusters Score -8590294 nChanged 88
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	Iteration 63Q: 3 clusters Score -8590307 nChanged 70
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8590311 nChanged 62
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8590348 nChanged 55
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8590369 nChanged 45
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8590389 nChanged 22
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8590395 nChanged 25
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8590403 nChanged 36
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Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8590413 nChanged 30
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8590418 nChanged 33
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	Iteration 72Q: 3 clusters Score -8590429 nChanged 28
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Mstep: Class 1 contains 67831 members 
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	Iteration 73Q: 3 clusters Score -8590445 nChanged 19
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Mstep: Class 1 contains 67846 members 
Mstep: Class 2 contains 2007 members 
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	Iteration 74Q: 3 clusters Score -8590445 nChanged 17
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8590461 nChanged 12
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Mstep: Class 2 contains 1980 members 
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	Iteration 76Q: 3 clusters Score -8590466 nChanged 9
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Mstep: Class 1 contains 67882 members 
Mstep: Class 2 contains 1971 members 
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	Iteration 77Q: 3 clusters Score -8590467 nChanged 12
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Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8590463 nChanged 10
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	Iteration 79Q: 3 clusters Score -8590467 nChanged 13
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Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8590479 nChanged 12
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Mstep: Class 2 contains 1924 members 
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	Iteration 81Q: 3 clusters Score -8590485 nChanged 11
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	Iteration 82Q: 3 clusters Score -8590485 nChanged 9
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	Iteration 83Q: 3 clusters Score -8590484 nChanged 6
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8590488 nChanged 6
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Mstep: Class 2 contains 1894 members 
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	Iteration 85Q: 3 clusters Score -8590488 nChanged 11
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	Iteration 86Q: 3 clusters Score -8590481 nChanged 10
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	Iteration 87Q: 3 clusters Score -8590480 nChanged 11
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	Iteration 88Q: 3 clusters Score -8590481 nChanged 8
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8590476 nChanged 4
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	Iteration 90Q: 3 clusters Score -8590476 nChanged 5
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	Iteration 91Q: 3 clusters Score -8590473 nChanged 5
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	Iteration 92Q: 3 clusters Score -8590481 nChanged 4
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8590475 nChanged 3
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8590472 nChanged 1
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	Iteration 95Q: 3 clusters Score -8590472 nChanged 2
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Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -8590476.000000 Penalty: 5532.457520
	Iteration 96Q: 3 clusters Score -8590476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68016 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -8590480.000000 Penalty: 5532.457520
	Iteration 97Q: 3 clusters Score -8590480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68017 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8590480.000000 Penalty: 5532.457520
	Iteration 98Q: 3 clusters Score -8590480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8590479.000000 Penalty: 5532.457520
	Iteration 99Q: 3 clusters Score -8590479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8590479.000000 Penalty: 5532.457520
	Iteration 100F: 3 clusters Score -8590479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Entering Unmasked Estep 
Score: -5501645.500000 Penalty: 2665.573975
	Iteration 0F: 2 clusters Score -5501646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -5470245.500000 Penalty: 5331.147949
	Iteration 0F: 3 clusters Score -5470246 nChanged 21516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -5482703.000000 Penalty: 5331.147949
	Iteration 1F: 3 clusters Score -5482703 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -5485414.500000 Penalty: 5331.147949
	Iteration 2F: 3 clusters Score -5485414 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -5489249.500000 Penalty: 5331.147949
	Iteration 3F: 3 clusters Score -5489250 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -5492910.500000 Penalty: 5331.147949
	Iteration 4F: 3 clusters Score -5492910 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -5495866.000000 Penalty: 5331.147949
	Iteration 5F: 3 clusters Score -5495866 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -5498207.000000 Penalty: 5331.147949
	Iteration 6F: 3 clusters Score -5498207 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -5500095.500000 Penalty: 5331.147949
	Iteration 7F: 3 clusters Score -5500096 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -5501899.000000 Penalty: 5331.147949
	Iteration 8Q: 3 clusters Score -5501899 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -5503875.000000 Penalty: 5331.147949
	Iteration 9Q: 3 clusters Score -5503875 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -5506259.000000 Penalty: 5331.147949
	Iteration 10Q: 3 clusters Score -5506259 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -5508328.500000 Penalty: 5331.147949
	Iteration 11Q: 3 clusters Score -5508328 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -5509378.000000 Penalty: 5331.147949
	Iteration 12Q: 3 clusters Score -5509378 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -5510049.500000 Penalty: 5331.147949
	Iteration 13Q: 3 clusters Score -5510050 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -5510989.500000 Penalty: 5331.147949
	Iteration 14Q: 3 clusters Score -5510990 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -5512523.000000 Penalty: 5331.147949
	Iteration 15Q: 3 clusters Score -5512523 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -5514396.500000 Penalty: 5331.147949
	Iteration 16Q: 3 clusters Score -5514396 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -5515684.000000 Penalty: 5331.147949
	Iteration 17Q: 3 clusters Score -5515684 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -5516241.000000 Penalty: 5331.147949
	Iteration 18Q: 3 clusters Score -5516241 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -5516421.000000 Penalty: 5331.147949
	Iteration 19Q: 3 clusters Score -5516421 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -5516507.500000 Penalty: 5331.147949
	Iteration 20F: 3 clusters Score -5516508 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -5516543.500000 Penalty: 5331.147949
	Iteration 21Q: 3 clusters Score -5516544 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -5516567.500000 Penalty: 5331.147949
	Iteration 22Q: 3 clusters Score -5516568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -5516589.000000 Penalty: 5331.147949
	Iteration 23Q: 3 clusters Score -5516589 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -5516585.500000 Penalty: 5331.147949
	Iteration 24Q: 3 clusters Score -5516586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -5516608.000000 Penalty: 5331.147949
	Iteration 25Q: 3 clusters Score -5516608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -5516613.000000 Penalty: 5331.147949
	Iteration 26Q: 3 clusters Score -5516613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -5516617.500000 Penalty: 5331.147949
	Iteration 27Q: 3 clusters Score -5516618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -5516610.000000 Penalty: 5331.147949
	Iteration 28Q: 3 clusters Score -5516610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -5516608.500000 Penalty: 5331.147949
	Iteration 29Q: 3 clusters Score -5516608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -5516609.000000 Penalty: 5331.147949
	Iteration 30Q: 3 clusters Score -5516609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -5516609.500000 Penalty: 5331.147949
	Iteration 31Q: 3 clusters Score -5516610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -5516612.000000 Penalty: 5331.147949
	Iteration 32Q: 3 clusters Score -5516612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -5516612.500000 Penalty: 5331.147949
	Iteration 33Q: 3 clusters Score -5516612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -5516612.500000 Penalty: 5331.147949
	Iteration 34F: 3 clusters Score -5516612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2981 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 38745 members 
Mstep: Class 6 contains 69853 members 
Mstep: Class 7 contains 33544 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 233412 members 
Mstep: Class 10 contains 20973 members 
Mstep: Class 11 contains 36995 members 
Mstep: Class 12 contains 12777 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 2667 members 
Mstep: Class 15 contains 50617 members 
Mstep: Class 16 contains 234738 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 99446 members 
Mstep: Class 19 contains 4593 members 
Mstep: Class 20 contains 13496 members 
Mstep: Class 21 contains 1184 members 
Mstep: Class 22 contains 65355 members 
Mstep: Class 23 contains 4339 members 
Mstep: Class 24 contains 290808 members 
Mstep: Class 25 contains 13006 members 
Entering Unmasked Estep 
Score: -147950000.000000 Penalty: 87017.632812
Splitting cluster 7 changes total score from -147930720.000000 to -147950000.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (3961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Entering Unmasked Estep 
Score: -451826.687500 Penalty: 2054.494629
	Iteration 0F: 2 clusters Score -451826.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -447922.343750 Penalty: 4108.989258
	Iteration 0F: 3 clusters Score -447922.3 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -448930.968750 Penalty: 4108.989258
	Iteration 1F: 3 clusters Score -448931 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -449281.125000 Penalty: 4108.989258
	Iteration 2F: 3 clusters Score -449281.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -449531.531250 Penalty: 4108.989258
	Iteration 3F: 3 clusters Score -449531.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -449734.687500 Penalty: 4108.989258
	Iteration 4F: 3 clusters Score -449734.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -449883.750000 Penalty: 4108.989258
	Iteration 5Q: 3 clusters Score -449883.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -450020.281250 Penalty: 4108.989258
	Iteration 6Q: 3 clusters Score -450020.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -450160.656250 Penalty: 4108.989258
	Iteration 7Q: 3 clusters Score -450160.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -450299.375000 Penalty: 4108.989258
	Iteration 8Q: 3 clusters Score -450299.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -450511.968750 Penalty: 4108.989258
	Iteration 9Q: 3 clusters Score -450512 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -450809.031250 Penalty: 4108.989258
	Iteration 10Q: 3 clusters Score -450809 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -451083.437500 Penalty: 4108.989258
	Iteration 11Q: 3 clusters Score -451083.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -451253.125000 Penalty: 4108.989258
	Iteration 12Q: 3 clusters Score -451253.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -451389.812500 Penalty: 4108.989258
	Iteration 13Q: 3 clusters Score -451389.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -451520.593750 Penalty: 4108.989258
	Iteration 14Q: 3 clusters Score -451520.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -451614.656250 Penalty: 4108.989258
	Iteration 15Q: 3 clusters Score -451614.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -451651.593750 Penalty: 4108.989258
	Iteration 16Q: 3 clusters Score -451651.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -451671.406250 Penalty: 4108.989258
	Iteration 17Q: 3 clusters Score -451671.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -451683.687500 Penalty: 4108.989258
	Iteration 18Q: 3 clusters Score -451683.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -451691.625000 Penalty: 4108.989258
	Iteration 19Q: 3 clusters Score -451691.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -451695.093750 Penalty: 4108.989258
	Iteration 20F: 3 clusters Score -451695.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -451699.750000 Penalty: 4108.989258
	Iteration 21Q: 3 clusters Score -451699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -451701.625000 Penalty: 4108.989258
	Iteration 22Q: 3 clusters Score -451701.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -451704.250000 Penalty: 4108.989258
	Iteration 23Q: 3 clusters Score -451704.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -451705.250000 Penalty: 4108.989258
	Iteration 24Q: 3 clusters Score -451705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -451706.875000 Penalty: 4108.989258
	Iteration 25Q: 3 clusters Score -451706.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -451706.781250 Penalty: 4108.989258
	Iteration 26Q: 3 clusters Score -451706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -451708.406250 Penalty: 4108.989258
	Iteration 27Q: 3 clusters Score -451708.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -451708.406250 Penalty: 4108.989258
	Iteration 28F: 3 clusters Score -451708.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (233412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233412 members 
Entering Unmasked Estep 
Score: -28656956.000000 Penalty: 3065.418945
	Iteration 0F: 2 clusters Score -2.865696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116545 members 
Mstep: Class 2 contains 116867 members 
Entering Unmasked Estep 
Score: -28508706.000000 Penalty: 6130.837891
	Iteration 0F: 3 clusters Score -2.850871e+07 nChanged 112460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111013 members 
Mstep: Class 2 contains 122399 members 
Entering Unmasked Estep 
Score: -28575678.000000 Penalty: 6130.837891
	Iteration 1F: 3 clusters Score -2.857568e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108160 members 
Mstep: Class 2 contains 125252 members 
Entering Unmasked Estep 
Score: -28577676.000000 Penalty: 6130.837891
	Iteration 2Q: 3 clusters Score -2.857768e+07 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104015 members 
Mstep: Class 2 contains 129397 members 
Entering Unmasked Estep 
Score: -28580582.000000 Penalty: 6130.837891
	Iteration 3Q: 3 clusters Score -2.858058e+07 nChanged 10417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97944 members 
Mstep: Class 2 contains 135468 members 
Entering Unmasked Estep 
Score: -28585446.000000 Penalty: 6130.837891
	Iteration 4Q: 3 clusters Score -2.858545e+07 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89660 members 
Mstep: Class 2 contains 143752 members 
Entering Unmasked Estep 
Score: -28593294.000000 Penalty: 6130.837891
	Iteration 5F: 3 clusters Score -2.859329e+07 nChanged 14800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79578 members 
Mstep: Class 2 contains 153834 members 
Entering Unmasked Estep 
Score: -28603992.000000 Penalty: 6130.837891
	Iteration 6F: 3 clusters Score -2.860399e+07 nChanged 15518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68938 members 
Mstep: Class 2 contains 164474 members 
Entering Unmasked Estep 
Score: -28616612.000000 Penalty: 6130.837891
	Iteration 7F: 3 clusters Score -2.861661e+07 nChanged 14459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59545 members 
Mstep: Class 2 contains 173867 members 
Entering Unmasked Estep 
Score: -28628374.000000 Penalty: 6130.837891
	Iteration 8F: 3 clusters Score -2.862837e+07 nChanged 11727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 180650 members 
Entering Unmasked Estep 
Score: -28636336.000000 Penalty: 6130.837891
	Iteration 9F: 3 clusters Score -2.863634e+07 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 185371 members 
Entering Unmasked Estep 
Score: -28640718.000000 Penalty: 6130.837891
	Iteration 10Q: 3 clusters Score -2.864072e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 189153 members 
Entering Unmasked Estep 
Score: -28642780.000000 Penalty: 6130.837891
	Iteration 11Q: 3 clusters Score -2.864278e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 192563 members 
Entering Unmasked Estep 
Score: -28644392.000000 Penalty: 6130.837891
	Iteration 12Q: 3 clusters Score -2.864439e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 195744 members 
Entering Unmasked Estep 
Score: -28645472.000000 Penalty: 6130.837891
	Iteration 13Q: 3 clusters Score -2.864547e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 198692 members 
Entering Unmasked Estep 
Score: -28646360.000000 Penalty: 6130.837891
	Iteration 14Q: 3 clusters Score -2.864636e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 201472 members 
Entering Unmasked Estep 
Score: -28647156.000000 Penalty: 6130.837891
	Iteration 15Q: 3 clusters Score -2.864716e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 204057 members 
Entering Unmasked Estep 
Score: -28647894.000000 Penalty: 6130.837891
	Iteration 16Q: 3 clusters Score -2.864789e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 206477 members 
Entering Unmasked Estep 
Score: -28648522.000000 Penalty: 6130.837891
	Iteration 17Q: 3 clusters Score -2.864852e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 208781 members 
Entering Unmasked Estep 
Score: -28649254.000000 Penalty: 6130.837891
	Iteration 18Q: 3 clusters Score -2.864925e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 210937 members 
Entering Unmasked Estep 
Score: -28649770.000000 Penalty: 6130.837891
	Iteration 19Q: 3 clusters Score -2.864977e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 212954 members 
Entering Unmasked Estep 
Score: -28650182.000000 Penalty: 6130.837891
	Iteration 20F: 3 clusters Score -2.865018e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 214815 members 
Entering Unmasked Estep 
Score: -28650802.000000 Penalty: 6130.837891
	Iteration 21Q: 3 clusters Score -2.86508e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 216495 members 
Entering Unmasked Estep 
Score: -28651294.000000 Penalty: 6130.837891
	Iteration 22Q: 3 clusters Score -2.865129e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 218082 members 
Entering Unmasked Estep 
Score: -28651934.000000 Penalty: 6130.837891
	Iteration 23Q: 3 clusters Score -2.865193e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 219500 members 
Entering Unmasked Estep 
Score: -28652184.000000 Penalty: 6130.837891
	Iteration 24Q: 3 clusters Score -2.865218e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 220793 members 
Entering Unmasked Estep 
Score: -28652492.000000 Penalty: 6130.837891
	Iteration 25Q: 3 clusters Score -2.865249e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 221938 members 
Entering Unmasked Estep 
Score: -28652954.000000 Penalty: 6130.837891
	Iteration 26Q: 3 clusters Score -2.865295e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 222999 members 
Entering Unmasked Estep 
Score: -28653356.000000 Penalty: 6130.837891
	Iteration 27Q: 3 clusters Score -2.865336e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 223930 members 
Entering Unmasked Estep 
Score: -28653666.000000 Penalty: 6130.837891
	Iteration 28Q: 3 clusters Score -2.865367e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 224800 members 
Entering Unmasked Estep 
Score: -28653954.000000 Penalty: 6130.837891
	Iteration 29Q: 3 clusters Score -2.865395e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 225536 members 
Entering Unmasked Estep 
Score: -28654208.000000 Penalty: 6130.837891
	Iteration 30Q: 3 clusters Score -2.865421e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 226160 members 
Entering Unmasked Estep 
Score: -28654478.000000 Penalty: 6130.837891
	Iteration 31Q: 3 clusters Score -2.865448e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 226733 members 
Entering Unmasked Estep 
Score: -28654618.000000 Penalty: 6130.837891
	Iteration 32Q: 3 clusters Score -2.865462e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 227231 members 
Entering Unmasked Estep 
Score: -28654726.000000 Penalty: 6130.837891
	Iteration 33Q: 3 clusters Score -2.865473e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 227605 members 
Entering Unmasked Estep 
Score: -28654728.000000 Penalty: 6130.837891
	Iteration 34Q: 3 clusters Score -2.865473e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 227901 members 
Entering Unmasked Estep 
Score: -28654748.000000 Penalty: 6130.837891
	Iteration 35Q: 3 clusters Score -2.865475e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 228162 members 
Entering Unmasked Estep 
Score: -28654852.000000 Penalty: 6130.837891
	Iteration 36Q: 3 clusters Score -2.865485e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 228409 members 
Entering Unmasked Estep 
Score: -28654896.000000 Penalty: 6130.837891
	Iteration 37Q: 3 clusters Score -2.86549e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 228639 members 
Entering Unmasked Estep 
Score: -28654962.000000 Penalty: 6130.837891
	Iteration 38Q: 3 clusters Score -2.865496e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 228817 members 
Entering Unmasked Estep 
Score: -28654978.000000 Penalty: 6130.837891
	Iteration 39Q: 3 clusters Score -2.865498e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 228965 members 
Entering Unmasked Estep 
Score: -28655062.000000 Penalty: 6130.837891
	Iteration 40F: 3 clusters Score -2.865506e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 229089 members 
Entering Unmasked Estep 
Score: -28655060.000000 Penalty: 6130.837891
	Iteration 41Q: 3 clusters Score -2.865506e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 229186 members 
Entering Unmasked Estep 
Score: -28655088.000000 Penalty: 6130.837891
	Iteration 42Q: 3 clusters Score -2.865509e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 229258 members 
Entering Unmasked Estep 
Score: -28655072.000000 Penalty: 6130.837891
	Iteration 43Q: 3 clusters Score -2.865507e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 229324 members 
Entering Unmasked Estep 
Score: -28655104.000000 Penalty: 6130.837891
	Iteration 44Q: 3 clusters Score -2.86551e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 229376 members 
Entering Unmasked Estep 
Score: -28655140.000000 Penalty: 6130.837891
	Iteration 45Q: 3 clusters Score -2.865514e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 229413 members 
Entering Unmasked Estep 
Score: -28655148.000000 Penalty: 6130.837891
	Iteration 46Q: 3 clusters Score -2.865515e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 229442 members 
Entering Unmasked Estep 
Score: -28655156.000000 Penalty: 6130.837891
	Iteration 47Q: 3 clusters Score -2.865516e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 229486 members 
Entering Unmasked Estep 
Score: -28655144.000000 Penalty: 6130.837891
	Iteration 48Q: 3 clusters Score -2.865514e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 229517 members 
Entering Unmasked Estep 
Score: -28655152.000000 Penalty: 6130.837891
	Iteration 49Q: 3 clusters Score -2.865515e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 229548 members 
Entering Unmasked Estep 
Score: -28655156.000000 Penalty: 6130.837891
	Iteration 50Q: 3 clusters Score -2.865516e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 229573 members 
Entering Unmasked Estep 
Score: -28655178.000000 Penalty: 6130.837891
	Iteration 51Q: 3 clusters Score -2.865518e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 229596 members 
Entering Unmasked Estep 
Score: -28655188.000000 Penalty: 6130.837891
	Iteration 52Q: 3 clusters Score -2.865519e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 229630 members 
Entering Unmasked Estep 
Score: -28655174.000000 Penalty: 6130.837891
	Iteration 53Q: 3 clusters Score -2.865517e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 229664 members 
Entering Unmasked Estep 
Score: -28655218.000000 Penalty: 6130.837891
	Iteration 54Q: 3 clusters Score -2.865522e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 229688 members 
Entering Unmasked Estep 
Score: -28655200.000000 Penalty: 6130.837891
	Iteration 55Q: 3 clusters Score -2.86552e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 229710 members 
Entering Unmasked Estep 
Score: -28655190.000000 Penalty: 6130.837891
	Iteration 56Q: 3 clusters Score -2.865519e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 229732 members 
Entering Unmasked Estep 
Score: -28655240.000000 Penalty: 6130.837891
	Iteration 57Q: 3 clusters Score -2.865524e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 229755 members 
Entering Unmasked Estep 
Score: -28655218.000000 Penalty: 6130.837891
	Iteration 58Q: 3 clusters Score -2.865522e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 229773 members 
Entering Unmasked Estep 
Score: -28655206.000000 Penalty: 6130.837891
	Iteration 59Q: 3 clusters Score -2.865521e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 229791 members 
Entering Unmasked Estep 
Score: -28655248.000000 Penalty: 6130.837891
	Iteration 60F: 3 clusters Score -2.865525e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 229820 members 
Entering Unmasked Estep 
Score: -28655232.000000 Penalty: 6130.837891
	Iteration 61Q: 3 clusters Score -2.865523e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 229838 members 
Entering Unmasked Estep 
Score: -28655232.000000 Penalty: 6130.837891
	Iteration 62Q: 3 clusters Score -2.865523e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 229862 members 
Entering Unmasked Estep 
Score: -28655242.000000 Penalty: 6130.837891
	Iteration 63Q: 3 clusters Score -2.865524e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 229879 members 
Entering Unmasked Estep 
Score: -28655238.000000 Penalty: 6130.837891
	Iteration 64Q: 3 clusters Score -2.865524e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 229888 members 
Entering Unmasked Estep 
Score: -28655274.000000 Penalty: 6130.837891
	Iteration 65Q: 3 clusters Score -2.865527e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 229904 members 
Entering Unmasked Estep 
Score: -28655282.000000 Penalty: 6130.837891
	Iteration 66Q: 3 clusters Score -2.865528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 229915 members 
Entering Unmasked Estep 
Score: -28655286.000000 Penalty: 6130.837891
	Iteration 67Q: 3 clusters Score -2.865529e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 229927 members 
Entering Unmasked Estep 
Score: -28655296.000000 Penalty: 6130.837891
	Iteration 68Q: 3 clusters Score -2.86553e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 229940 members 
Entering Unmasked Estep 
Score: -28655276.000000 Penalty: 6130.837891
	Iteration 69Q: 3 clusters Score -2.865528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 229949 members 
Entering Unmasked Estep 
Score: -28655270.000000 Penalty: 6130.837891
	Iteration 70Q: 3 clusters Score -2.865527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 229956 members 
Entering Unmasked Estep 
Score: -28655268.000000 Penalty: 6130.837891
	Iteration 71Q: 3 clusters Score -2.865527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 229969 members 
Entering Unmasked Estep 
Score: -28655268.000000 Penalty: 6130.837891
	Iteration 72Q: 3 clusters Score -2.865527e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 229981 members 
Entering Unmasked Estep 
Score: -28655274.000000 Penalty: 6130.837891
	Iteration 73Q: 3 clusters Score -2.865527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 229999 members 
Entering Unmasked Estep 
Score: -28655254.000000 Penalty: 6130.837891
	Iteration 74Q: 3 clusters Score -2.865525e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 230014 members 
Entering Unmasked Estep 
Score: -28655266.000000 Penalty: 6130.837891
	Iteration 75Q: 3 clusters Score -2.865527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 230022 members 
Entering Unmasked Estep 
Score: -28655272.000000 Penalty: 6130.837891
	Iteration 76Q: 3 clusters Score -2.865527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 230034 members 
Entering Unmasked Estep 
Score: -28655278.000000 Penalty: 6130.837891
	Iteration 77Q: 3 clusters Score -2.865528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 230044 members 
Entering Unmasked Estep 
Score: -28655282.000000 Penalty: 6130.837891
	Iteration 78Q: 3 clusters Score -2.865528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 230053 members 
Entering Unmasked Estep 
Score: -28655268.000000 Penalty: 6130.837891
	Iteration 79Q: 3 clusters Score -2.865527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 230058 members 
Entering Unmasked Estep 
Score: -28655270.000000 Penalty: 6130.837891
	Iteration 80F: 3 clusters Score -2.865527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 230063 members 
Entering Unmasked Estep 
Score: -28655254.000000 Penalty: 6130.837891
	Iteration 81Q: 3 clusters Score -2.865525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 230067 members 
Entering Unmasked Estep 
Score: -28655264.000000 Penalty: 6130.837891
	Iteration 82Q: 3 clusters Score -2.865526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 230069 members 
Entering Unmasked Estep 
Score: -28655280.000000 Penalty: 6130.837891
	Iteration 83Q: 3 clusters Score -2.865528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 230072 members 
Entering Unmasked Estep 
Score: -28655262.000000 Penalty: 6130.837891
	Iteration 84Q: 3 clusters Score -2.865526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 230076 members 
Entering Unmasked Estep 
Score: -28655270.000000 Penalty: 6130.837891
	Iteration 85Q: 3 clusters Score -2.865527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 230078 members 
Entering Unmasked Estep 
Score: -28655272.000000 Penalty: 6130.837891
	Iteration 86Q: 3 clusters Score -2.865527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 230079 members 
Entering Unmasked Estep 
Score: -28655298.000000 Penalty: 6130.837891
	Iteration 87Q: 3 clusters Score -2.86553e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 230084 members 
Entering Unmasked Estep 
Score: -28655300.000000 Penalty: 6130.837891
	Iteration 88Q: 3 clusters Score -2.86553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 230091 members 
Entering Unmasked Estep 
Score: -28655298.000000 Penalty: 6130.837891
	Iteration 89Q: 3 clusters Score -2.86553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 230095 members 
Entering Unmasked Estep 
Score: -28655304.000000 Penalty: 6130.837891
	Iteration 90Q: 3 clusters Score -2.86553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 230097 members 
Entering Unmasked Estep 
Score: -28655294.000000 Penalty: 6130.837891
	Iteration 91Q: 3 clusters Score -2.865529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 230098 members 
Entering Unmasked Estep 
Score: -28655304.000000 Penalty: 6130.837891
	Iteration 92Q: 3 clusters Score -2.86553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 230099 members 
Entering Unmasked Estep 
Score: -28655298.000000 Penalty: 6130.837891
	Iteration 93Q: 3 clusters Score -2.86553e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 230099 members 
Entering Unmasked Estep 
Score: -28655298.000000 Penalty: 6130.837891
	Iteration 94F: 3 clusters Score -2.86553e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Entering Unmasked Estep 
Score: -2491290.000000 Penalty: 2467.845947
	Iteration 0F: 2 clusters Score -2491290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2476652.750000 Penalty: 4935.691895
	Iteration 0F: 3 clusters Score -2476653 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2481586.750000 Penalty: 4935.691895
	Iteration 1F: 3 clusters Score -2481587 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2482154.500000 Penalty: 4935.691895
	Iteration 2F: 3 clusters Score -2482154 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2482813.000000 Penalty: 4935.691895
	Iteration 3F: 3 clusters Score -2482813 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2483711.750000 Penalty: 4935.691895
	Iteration 4F: 3 clusters Score -2483712 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2484966.000000 Penalty: 4935.691895
	Iteration 5F: 3 clusters Score -2484966 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2486522.250000 Penalty: 4935.691895
	Iteration 6F: 3 clusters Score -2486522 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2487713.750000 Penalty: 4935.691895
	Iteration 7F: 3 clusters Score -2487714 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2488521.750000 Penalty: 4935.691895
	Iteration 8F: 3 clusters Score -2488522 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2489050.250000 Penalty: 4935.691895
	Iteration 9Q: 3 clusters Score -2489050 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -2489423.750000 Penalty: 4935.691895
	Iteration 10Q: 3 clusters Score -2489424 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2489771.500000 Penalty: 4935.691895
	Iteration 11Q: 3 clusters Score -2489772 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2490024.500000 Penalty: 4935.691895
	Iteration 12Q: 3 clusters Score -2490024 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2490218.750000 Penalty: 4935.691895
	Iteration 13Q: 3 clusters Score -2490219 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2490400.000000 Penalty: 4935.691895
	Iteration 14Q: 3 clusters Score -2490400 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2490570.750000 Penalty: 4935.691895
	Iteration 15Q: 3 clusters Score -2490571 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2490724.500000 Penalty: 4935.691895
	Iteration 16Q: 3 clusters Score -2490724 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2490931.000000 Penalty: 4935.691895
	Iteration 17Q: 3 clusters Score -2490931 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2491157.500000 Penalty: 4935.691895
	Iteration 18Q: 3 clusters Score -2491158 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2491272.750000 Penalty: 4935.691895
	Iteration 19Q: 3 clusters Score -2491273 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2491358.500000 Penalty: 4935.691895
	Iteration 20F: 3 clusters Score -2491358 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2491391.750000 Penalty: 4935.691895
	Iteration 21Q: 3 clusters Score -2491392 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2491422.750000 Penalty: 4935.691895
	Iteration 22Q: 3 clusters Score -2491423 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2491436.500000 Penalty: 4935.691895
	Iteration 23Q: 3 clusters Score -2491436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2491441.750000 Penalty: 4935.691895
	Iteration 24Q: 3 clusters Score -2491442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2491448.250000 Penalty: 4935.691895
	Iteration 25Q: 3 clusters Score -2491448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2491455.250000 Penalty: 4935.691895
	Iteration 26Q: 3 clusters Score -2491455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2491462.500000 Penalty: 4935.691895
	Iteration 27Q: 3 clusters Score -2491462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2491462.250000 Penalty: 4935.691895
	Iteration 28Q: 3 clusters Score -2491462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2491465.500000 Penalty: 4935.691895
	Iteration 29Q: 3 clusters Score -2491466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2491467.500000 Penalty: 4935.691895
	Iteration 30Q: 3 clusters Score -2491468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2491467.250000 Penalty: 4935.691895
	Iteration 31Q: 3 clusters Score -2491467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2491466.250000 Penalty: 4935.691895
	Iteration 32Q: 3 clusters Score -2491466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2491467.000000 Penalty: 4935.691895
	Iteration 33Q: 3 clusters Score -2491467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2491462.500000 Penalty: 4935.691895
	Iteration 34Q: 3 clusters Score -2491462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2491469.500000 Penalty: 4935.691895
	Iteration 35Q: 3 clusters Score -2491470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2491472.000000 Penalty: 4935.691895
	Iteration 36Q: 3 clusters Score -2491472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2491472.500000 Penalty: 4935.691895
	Iteration 37Q: 3 clusters Score -2491472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2491473.250000 Penalty: 4935.691895
	Iteration 38Q: 3 clusters Score -2491473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2491472.750000 Penalty: 4935.691895
	Iteration 39Q: 3 clusters Score -2491473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2491472.750000 Penalty: 4935.691895
	Iteration 40F: 3 clusters Score -2491473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2981 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 38745 members 
Mstep: Class 6 contains 69853 members 
Mstep: Class 7 contains 33544 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 233412 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 36995 members 
Mstep: Class 12 contains 12777 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 2667 members 
Mstep: Class 15 contains 50617 members 
Mstep: Class 16 contains 234738 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 99446 members 
Mstep: Class 19 contains 4593 members 
Mstep: Class 20 contains 13496 members 
Mstep: Class 21 contains 1184 members 
Mstep: Class 22 contains 65355 members 
Mstep: Class 23 contains 4339 members 
Mstep: Class 24 contains 290808 members 
Mstep: Class 25 contains 13006 members 
Mstep: Class 26 contains 18352 members 
Entering Unmasked Estep 
Score: -147948992.000000 Penalty: 90498.335938
Splitting cluster 10 changes total score from -147930720.000000 to -147948992.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (36995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Entering Unmasked Estep 
Score: -4435532.500000 Penalty: 2608.597656
	Iteration 0F: 2 clusters Score -4435532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -4410443.500000 Penalty: 5217.195312
	Iteration 0F: 3 clusters Score -4410444 nChanged 16858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -4419794.500000 Penalty: 5217.195312
	Iteration 1F: 3 clusters Score -4419794 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -4420313.500000 Penalty: 5217.195312
	Iteration 2Q: 3 clusters Score -4420314 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -4420778.000000 Penalty: 5217.195312
	Iteration 3Q: 3 clusters Score -4420778 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -4421225.500000 Penalty: 5217.195312
	Iteration 4Q: 3 clusters Score -4421226 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -4421750.500000 Penalty: 5217.195312
	Iteration 5Q: 3 clusters Score -4421750 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -4422427.500000 Penalty: 5217.195312
	Iteration 6Q: 3 clusters Score -4422428 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -4423184.000000 Penalty: 5217.195312
	Iteration 7Q: 3 clusters Score -4423184 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -4424075.500000 Penalty: 5217.195312
	Iteration 8Q: 3 clusters Score -4424076 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -4425053.500000 Penalty: 5217.195312
	Iteration 9Q: 3 clusters Score -4425054 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -4426171.500000 Penalty: 5217.195312
	Iteration 10Q: 3 clusters Score -4426172 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -4427351.500000 Penalty: 5217.195312
	Iteration 11Q: 3 clusters Score -4427352 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -4428629.500000 Penalty: 5217.195312
	Iteration 12Q: 3 clusters Score -4428630 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -4430016.500000 Penalty: 5217.195312
	Iteration 13Q: 3 clusters Score -4430016 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -4431291.500000 Penalty: 5217.195312
	Iteration 14Q: 3 clusters Score -4431292 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -4432170.500000 Penalty: 5217.195312
	Iteration 15Q: 3 clusters Score -4432170 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -4432830.000000 Penalty: 5217.195312
	Iteration 16Q: 3 clusters Score -4432830 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -4433184.000000 Penalty: 5217.195312
	Iteration 17Q: 3 clusters Score -4433184 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -4433452.000000 Penalty: 5217.195312
	Iteration 18Q: 3 clusters Score -4433452 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -4433592.000000 Penalty: 5217.195312
	Iteration 19Q: 3 clusters Score -4433592 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -4433669.000000 Penalty: 5217.195312
	Iteration 20F: 3 clusters Score -4433669 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -4433741.000000 Penalty: 5217.195312
	Iteration 21Q: 3 clusters Score -4433741 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -4433787.000000 Penalty: 5217.195312
	Iteration 22Q: 3 clusters Score -4433787 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -4433834.000000 Penalty: 5217.195312
	Iteration 23Q: 3 clusters Score -4433834 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -4433875.000000 Penalty: 5217.195312
	Iteration 24Q: 3 clusters Score -4433875 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -4433885.000000 Penalty: 5217.195312
	Iteration 25Q: 3 clusters Score -4433885 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -4433897.000000 Penalty: 5217.195312
	Iteration 26Q: 3 clusters Score -4433897 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -4433919.500000 Penalty: 5217.195312
	Iteration 27Q: 3 clusters Score -4433920 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -4433927.000000 Penalty: 5217.195312
	Iteration 28Q: 3 clusters Score -4433927 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -4433945.000000 Penalty: 5217.195312
	Iteration 29Q: 3 clusters Score -4433945 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -4433945.500000 Penalty: 5217.195312
	Iteration 30Q: 3 clusters Score -4433946 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -4433958.000000 Penalty: 5217.195312
	Iteration 31Q: 3 clusters Score -4433958 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -4433969.500000 Penalty: 5217.195312
	Iteration 32Q: 3 clusters Score -4433970 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -4433963.500000 Penalty: 5217.195312
	Iteration 33Q: 3 clusters Score -4433964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -4433968.000000 Penalty: 5217.195312
	Iteration 34Q: 3 clusters Score -4433968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -4433977.000000 Penalty: 5217.195312
	Iteration 35Q: 3 clusters Score -4433977 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -4433964.500000 Penalty: 5217.195312
	Iteration 36Q: 3 clusters Score -4433964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -4433974.500000 Penalty: 5217.195312
	Iteration 37Q: 3 clusters Score -4433974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -4433978.500000 Penalty: 5217.195312
	Iteration 38Q: 3 clusters Score -4433978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -4433973.000000 Penalty: 5217.195312
	Iteration 39Q: 3 clusters Score -4433973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -4433973.500000 Penalty: 5217.195312
	Iteration 40F: 3 clusters Score -4433974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -4433983.500000 Penalty: 5217.195312
	Iteration 41Q: 3 clusters Score -4433984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -4433981.000000 Penalty: 5217.195312
	Iteration 42Q: 3 clusters Score -4433981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -4433987.000000 Penalty: 5217.195312
	Iteration 43Q: 3 clusters Score -4433987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -4433983.500000 Penalty: 5217.195312
	Iteration 44Q: 3 clusters Score -4433984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -4433987.500000 Penalty: 5217.195312
	Iteration 45Q: 3 clusters Score -4433988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -4433987.000000 Penalty: 5217.195312
	Iteration 46Q: 3 clusters Score -4433987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -4433991.000000 Penalty: 5217.195312
	Iteration 47Q: 3 clusters Score -4433991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -4433996.500000 Penalty: 5217.195312
	Iteration 48Q: 3 clusters Score -4433996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -4433997.000000 Penalty: 5217.195312
	Iteration 49Q: 3 clusters Score -4433997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -4434001.000000 Penalty: 5217.195312
	Iteration 50Q: 3 clusters Score -4434001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -4433995.500000 Penalty: 5217.195312
	Iteration 51Q: 3 clusters Score -4433996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -4433991.500000 Penalty: 5217.195312
	Iteration 52Q: 3 clusters Score -4433992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -4433997.500000 Penalty: 5217.195312
	Iteration 53Q: 3 clusters Score -4433998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -4434000.000000 Penalty: 5217.195312
	Iteration 54Q: 3 clusters Score -4434000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -4434007.000000 Penalty: 5217.195312
	Iteration 55Q: 3 clusters Score -4434007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -4434004.500000 Penalty: 5217.195312
	Iteration 56Q: 3 clusters Score -4434004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -4434010.000000 Penalty: 5217.195312
	Iteration 57Q: 3 clusters Score -4434010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -4434008.000000 Penalty: 5217.195312
	Iteration 58Q: 3 clusters Score -4434008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -4434010.000000 Penalty: 5217.195312
	Iteration 59Q: 3 clusters Score -4434010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -4434001.500000 Penalty: 5217.195312
	Iteration 60F: 3 clusters Score -4434002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -4433996.500000 Penalty: 5217.195312
	Iteration 61Q: 3 clusters Score -4433996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -4433988.000000 Penalty: 5217.195312
	Iteration 62Q: 3 clusters Score -4433988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -4433992.000000 Penalty: 5217.195312
	Iteration 63Q: 3 clusters Score -4433992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -4433991.000000 Penalty: 5217.195312
	Iteration 64Q: 3 clusters Score -4433991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -4433987.500000 Penalty: 5217.195312
	Iteration 65Q: 3 clusters Score -4433988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -4433995.000000 Penalty: 5217.195312
	Iteration 66Q: 3 clusters Score -4433995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -4433991.000000 Penalty: 5217.195312
	Iteration 67Q: 3 clusters Score -4433991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -4433990.000000 Penalty: 5217.195312
	Iteration 68Q: 3 clusters Score -4433990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -4433993.000000 Penalty: 5217.195312
	Iteration 69Q: 3 clusters Score -4433993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -4433992.000000 Penalty: 5217.195312
	Iteration 70Q: 3 clusters Score -4433992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -4434000.500000 Penalty: 5217.195312
	Iteration 71Q: 3 clusters Score -4434000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -4434006.500000 Penalty: 5217.195312
	Iteration 72Q: 3 clusters Score -4434006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -4434010.000000 Penalty: 5217.195312
	Iteration 73Q: 3 clusters Score -4434010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -4434015.000000 Penalty: 5217.195312
	Iteration 74Q: 3 clusters Score -4434015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -4434016.000000 Penalty: 5217.195312
	Iteration 75Q: 3 clusters Score -4434016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -4434015.000000 Penalty: 5217.195312
	Iteration 76Q: 3 clusters Score -4434015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -4434016.000000 Penalty: 5217.195312
	Iteration 77Q: 3 clusters Score -4434016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -4434016.500000 Penalty: 5217.195312
	Iteration 78Q: 3 clusters Score -4434016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -4434018.000000 Penalty: 5217.195312
	Iteration 79Q: 3 clusters Score -4434018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -4434018.500000 Penalty: 5217.195312
	Iteration 80F: 3 clusters Score -4434018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -4434016.000000 Penalty: 5217.195312
	Iteration 81Q: 3 clusters Score -4434016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -4434020.500000 Penalty: 5217.195312
	Iteration 82Q: 3 clusters Score -4434020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -4434014.500000 Penalty: 5217.195312
	Iteration 83Q: 3 clusters Score -4434014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -4434015.500000 Penalty: 5217.195312
	Iteration 84Q: 3 clusters Score -4434016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -4434016.500000 Penalty: 5217.195312
	Iteration 85Q: 3 clusters Score -4434016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -4434013.500000 Penalty: 5217.195312
	Iteration 86Q: 3 clusters Score -4434014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -4434012.500000 Penalty: 5217.195312
	Iteration 87Q: 3 clusters Score -4434012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -4434010.500000 Penalty: 5217.195312
	Iteration 88Q: 3 clusters Score -4434010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -4434011.500000 Penalty: 5217.195312
	Iteration 89Q: 3 clusters Score -4434012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -4434010.500000 Penalty: 5217.195312
	Iteration 90Q: 3 clusters Score -4434010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -4434006.500000 Penalty: 5217.195312
	Iteration 91Q: 3 clusters Score -4434006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -4434011.000000 Penalty: 5217.195312
	Iteration 92Q: 3 clusters Score -4434011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -4434019.000000 Penalty: 5217.195312
	Iteration 93Q: 3 clusters Score -4434019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -4434010.000000 Penalty: 5217.195312
	Iteration 94Q: 3 clusters Score -4434010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -4434015.500000 Penalty: 5217.195312
	Iteration 95Q: 3 clusters Score -4434016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -4434007.500000 Penalty: 5217.195312
	Iteration 96Q: 3 clusters Score -4434008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -4434010.000000 Penalty: 5217.195312
	Iteration 97Q: 3 clusters Score -4434010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -4434007.000000 Penalty: 5217.195312
	Iteration 98Q: 3 clusters Score -4434007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -4434007.500000 Penalty: 5217.195312
	Iteration 99Q: 3 clusters Score -4434008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -4434003.000000 Penalty: 5217.195312
	Iteration 100F: 3 clusters Score -4434003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -4434005.500000 Penalty: 5217.195312
	Iteration 101Q: 3 clusters Score -4434006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -4434005.000000 Penalty: 5217.195312
	Iteration 102Q: 3 clusters Score -4434005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -4434009.000000 Penalty: 5217.195312
	Iteration 103Q: 3 clusters Score -4434009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -4434008.000000 Penalty: 5217.195312
	Iteration 104Q: 3 clusters Score -4434008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -4434008.000000 Penalty: 5217.195312
	Iteration 105Q: 3 clusters Score -4434008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -4434008.000000 Penalty: 5217.195312
	Iteration 106F: 3 clusters Score -4434008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Entering Unmasked Estep 
Score: -1439752.250000 Penalty: 2344.939697
	Iteration 0F: 2 clusters Score -1439752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1430323.875000 Penalty: 4689.879395
	Iteration 0F: 3 clusters Score -1430324 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1433387.500000 Penalty: 4689.879395
	Iteration 1F: 3 clusters Score -1433388 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1433833.625000 Penalty: 4689.879395
	Iteration 2F: 3 clusters Score -1433834 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1434227.375000 Penalty: 4689.879395
	Iteration 3F: 3 clusters Score -1434227 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1434629.500000 Penalty: 4689.879395
	Iteration 4F: 3 clusters Score -1434630 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1435033.125000 Penalty: 4689.879395
	Iteration 5F: 3 clusters Score -1435033 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1435420.875000 Penalty: 4689.879395
	Iteration 6F: 3 clusters Score -1435421 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1435853.250000 Penalty: 4689.879395
	Iteration 7F: 3 clusters Score -1435853 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1436312.500000 Penalty: 4689.879395
	Iteration 8F: 3 clusters Score -1436312 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1436741.375000 Penalty: 4689.879395
	Iteration 9Q: 3 clusters Score -1436741 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1437136.500000 Penalty: 4689.879395
	Iteration 10Q: 3 clusters Score -1437136 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1437487.000000 Penalty: 4689.879395
	Iteration 11Q: 3 clusters Score -1437487 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1437850.000000 Penalty: 4689.879395
	Iteration 12Q: 3 clusters Score -1437850 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1438159.750000 Penalty: 4689.879395
	Iteration 13Q: 3 clusters Score -1438160 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1438416.500000 Penalty: 4689.879395
	Iteration 14Q: 3 clusters Score -1438416 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1438581.375000 Penalty: 4689.879395
	Iteration 15Q: 3 clusters Score -1438581 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1438705.125000 Penalty: 4689.879395
	Iteration 16Q: 3 clusters Score -1438705 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1438784.000000 Penalty: 4689.879395
	Iteration 17Q: 3 clusters Score -1438784 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1438825.500000 Penalty: 4689.879395
	Iteration 18Q: 3 clusters Score -1438826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1438859.500000 Penalty: 4689.879395
	Iteration 19Q: 3 clusters Score -1438860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1438882.250000 Penalty: 4689.879395
	Iteration 20F: 3 clusters Score -1438882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1438900.000000 Penalty: 4689.879395
	Iteration 21Q: 3 clusters Score -1438900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1438917.375000 Penalty: 4689.879395
	Iteration 22Q: 3 clusters Score -1438917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1438927.500000 Penalty: 4689.879395
	Iteration 23Q: 3 clusters Score -1438928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1438929.375000 Penalty: 4689.879395
	Iteration 24Q: 3 clusters Score -1438929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1438940.500000 Penalty: 4689.879395
	Iteration 25Q: 3 clusters Score -1438940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1438946.750000 Penalty: 4689.879395
	Iteration 26Q: 3 clusters Score -1438947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1438955.375000 Penalty: 4689.879395
	Iteration 27Q: 3 clusters Score -1438955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1438956.625000 Penalty: 4689.879395
	Iteration 28Q: 3 clusters Score -1438957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1438956.750000 Penalty: 4689.879395
	Iteration 29Q: 3 clusters Score -1438957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1438959.500000 Penalty: 4689.879395
	Iteration 30Q: 3 clusters Score -1438960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1438962.125000 Penalty: 4689.879395
	Iteration 31Q: 3 clusters Score -1438962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1438961.125000 Penalty: 4689.879395
	Iteration 32Q: 3 clusters Score -1438961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1438963.000000 Penalty: 4689.879395
	Iteration 33Q: 3 clusters Score -1438963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1438963.000000 Penalty: 4689.879395
	Iteration 34Q: 3 clusters Score -1438963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1438963.000000 Penalty: 4689.879395
	Iteration 35F: 3 clusters Score -1438963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Entering Unmasked Estep 
Score: -632580.937500 Penalty: 2128.764893
	Iteration 0F: 2 clusters Score -632580.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -627832.062500 Penalty: 4257.529785
	Iteration 0F: 3 clusters Score -627832.1 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -628983.625000 Penalty: 4257.529785
	Iteration 1F: 3 clusters Score -628983.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -629250.187500 Penalty: 4257.529785
	Iteration 2F: 3 clusters Score -629250.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -629453.000000 Penalty: 4257.529785
	Iteration 3F: 3 clusters Score -629453 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -629598.875000 Penalty: 4257.529785
	Iteration 4Q: 3 clusters Score -629598.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -629720.687500 Penalty: 4257.529785
	Iteration 5Q: 3 clusters Score -629720.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -629868.750000 Penalty: 4257.529785
	Iteration 6Q: 3 clusters Score -629868.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -630069.125000 Penalty: 4257.529785
	Iteration 7Q: 3 clusters Score -630069.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -630392.625000 Penalty: 4257.529785
	Iteration 8Q: 3 clusters Score -630392.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -630854.562500 Penalty: 4257.529785
	Iteration 9F: 3 clusters Score -630854.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -631437.437500 Penalty: 4257.529785
	Iteration 10F: 3 clusters Score -631437.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -632028.812500 Penalty: 4257.529785
	Iteration 11F: 3 clusters Score -632028.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -632699.937500 Penalty: 4257.529785
	Iteration 12F: 3 clusters Score -632699.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -633397.187500 Penalty: 4257.529785
	Iteration 13F: 3 clusters Score -633397.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -634000.187500 Penalty: 4257.529785
	Iteration 14F: 3 clusters Score -634000.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -634516.750000 Penalty: 4257.529785
	Iteration 15F: 3 clusters Score -634516.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -634982.125000 Penalty: 4257.529785
	Iteration 16Q: 3 clusters Score -634982.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -635223.187500 Penalty: 4257.529785
	Iteration 17Q: 3 clusters Score -635223.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -635312.625000 Penalty: 4257.529785
	Iteration 18Q: 3 clusters Score -635312.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -635355.687500 Penalty: 4257.529785
	Iteration 19Q: 3 clusters Score -635355.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -635380.937500 Penalty: 4257.529785
	Iteration 20F: 3 clusters Score -635380.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -635387.062500 Penalty: 4257.529785
	Iteration 21Q: 3 clusters Score -635387.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -635388.125000 Penalty: 4257.529785
	Iteration 22Q: 3 clusters Score -635388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -635389.375000 Penalty: 4257.529785
	Iteration 23Q: 3 clusters Score -635389.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -635390.562500 Penalty: 4257.529785
	Iteration 24Q: 3 clusters Score -635390.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -635391.750000 Penalty: 4257.529785
	Iteration 25Q: 3 clusters Score -635391.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -635393.312500 Penalty: 4257.529785
	Iteration 26Q: 3 clusters Score -635393.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -635393.312500 Penalty: 4257.529785
	Iteration 27F: 3 clusters Score -635393.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2981 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 38745 members 
Mstep: Class 6 contains 69853 members 
Mstep: Class 7 contains 33544 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 233412 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 36995 members 
Mstep: Class 12 contains 12777 members 
Mstep: Class 13 contains 4043 members 
Mstep: Class 14 contains 2667 members 
Mstep: Class 15 contains 50617 members 
Mstep: Class 16 contains 234738 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 99446 members 
Mstep: Class 19 contains 4593 members 
Mstep: Class 20 contains 13496 members 
Mstep: Class 21 contains 1184 members 
Mstep: Class 22 contains 65355 members 
Mstep: Class 23 contains 4339 members 
Mstep: Class 24 contains 290808 members 
Mstep: Class 25 contains 13006 members 
Mstep: Class 26 contains 18352 members 
Mstep: Class 27 contains 1301 members 
Entering Unmasked Estep 
Score: -147951424.000000 Penalty: 93979.039062
Splitting cluster 13 changes total score from -147930720.000000 to -147951424.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (2667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Entering Unmasked Estep 
Score: -240773.796875 Penalty: 1956.400024
	Iteration 0F: 2 clusters Score -240773.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -238253.156250 Penalty: 3912.800049
	Iteration 0F: 3 clusters Score -238253.2 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -243009.437500 Penalty: 3912.800049
	Iteration 1F: 3 clusters Score -243009.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -246396.078125 Penalty: 3912.800049
	Iteration 2F: 3 clusters Score -246396.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -247060.125000 Penalty: 3912.800049
	Iteration 3F: 3 clusters Score -247060.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -247456.062500 Penalty: 3912.800049
	Iteration 4Q: 3 clusters Score -247456.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -247684.296875 Penalty: 3912.800049
	Iteration 5Q: 3 clusters Score -247684.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -247770.156250 Penalty: 3912.800049
	Iteration 6Q: 3 clusters Score -247770.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -247782.765625 Penalty: 3912.800049
	Iteration 7Q: 3 clusters Score -247782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -247785.546875 Penalty: 3912.800049
	Iteration 8Q: 3 clusters Score -247785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -247785.546875 Penalty: 3912.800049
	Iteration 9F: 3 clusters Score -247785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2981 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 38745 members 
Mstep: Class 6 contains 69853 members 
Mstep: Class 7 contains 33544 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 233412 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 36995 members 
Mstep: Class 12 contains 12777 members 
Mstep: Class 13 contains 4043 members 
Mstep: Class 14 contains 1694 members 
Mstep: Class 15 contains 50617 members 
Mstep: Class 16 contains 234738 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 99446 members 
Mstep: Class 19 contains 4593 members 
Mstep: Class 20 contains 13496 members 
Mstep: Class 21 contains 1184 members 
Mstep: Class 22 contains 65355 members 
Mstep: Class 23 contains 4339 members 
Mstep: Class 24 contains 290808 members 
Mstep: Class 25 contains 13006 members 
Mstep: Class 26 contains 18352 members 
Mstep: Class 27 contains 1301 members 
Mstep: Class 28 contains 973 members 
Entering Unmasked Estep 
Score: -147957200.000000 Penalty: 97459.750000
Splitting cluster 14 changes total score from -147930720.000000 to -147957200.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (234738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234738 members 
Entering Unmasked Estep 
Score: -28397026.000000 Penalty: 3066.823975
	Iteration 0F: 2 clusters Score -2.839703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117274 members 
Mstep: Class 2 contains 117464 members 
Entering Unmasked Estep 
Score: -28247586.000000 Penalty: 6133.647949
	Iteration 0F: 3 clusters Score -2.824759e+07 nChanged 113025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114489 members 
Mstep: Class 2 contains 120249 members 
Entering Unmasked Estep 
Score: -28313998.000000 Penalty: 6133.647949
	Iteration 1F: 3 clusters Score -2.8314e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113003 members 
Mstep: Class 2 contains 121735 members 
Entering Unmasked Estep 
Score: -28315642.000000 Penalty: 6133.647949
	Iteration 2Q: 3 clusters Score -2.831564e+07 nChanged 7700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110777 members 
Mstep: Class 2 contains 123961 members 
Entering Unmasked Estep 
Score: -28317784.000000 Penalty: 6133.647949
	Iteration 3Q: 3 clusters Score -2.831778e+07 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107472 members 
Mstep: Class 2 contains 127266 members 
Entering Unmasked Estep 
Score: -28320668.000000 Penalty: 6133.647949
	Iteration 4Q: 3 clusters Score -2.832067e+07 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102734 members 
Mstep: Class 2 contains 132004 members 
Entering Unmasked Estep 
Score: -28324356.000000 Penalty: 6133.647949
	Iteration 5Q: 3 clusters Score -2.832436e+07 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96118 members 
Mstep: Class 2 contains 138620 members 
Entering Unmasked Estep 
Score: -28329792.000000 Penalty: 6133.647949
	Iteration 6Q: 3 clusters Score -2.832979e+07 nChanged 12931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87671 members 
Mstep: Class 2 contains 147067 members 
Entering Unmasked Estep 
Score: -28337750.000000 Penalty: 6133.647949
	Iteration 7F: 3 clusters Score -2.833775e+07 nChanged 13790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78235 members 
Mstep: Class 2 contains 156503 members 
Entering Unmasked Estep 
Score: -28347590.000000 Penalty: 6133.647949
	Iteration 8F: 3 clusters Score -2.834759e+07 nChanged 13820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 165721 members 
Entering Unmasked Estep 
Score: -28358316.000000 Penalty: 6133.647949
	Iteration 9F: 3 clusters Score -2.835832e+07 nChanged 12524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61607 members 
Mstep: Class 2 contains 173131 members 
Entering Unmasked Estep 
Score: -28368160.000000 Penalty: 6133.647949
	Iteration 10F: 3 clusters Score -2.836816e+07 nChanged 10250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 178173 members 
Entering Unmasked Estep 
Score: -28375264.000000 Penalty: 6133.647949
	Iteration 11Q: 3 clusters Score -2.837526e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52933 members 
Mstep: Class 2 contains 181805 members 
Entering Unmasked Estep 
Score: -28379302.000000 Penalty: 6133.647949
	Iteration 12Q: 3 clusters Score -2.83793e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 184834 members 
Entering Unmasked Estep 
Score: -28382002.000000 Penalty: 6133.647949
	Iteration 13Q: 3 clusters Score -2.8382e+07 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 187495 members 
Entering Unmasked Estep 
Score: -28383650.000000 Penalty: 6133.647949
	Iteration 14Q: 3 clusters Score -2.838365e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 189885 members 
Entering Unmasked Estep 
Score: -28385100.000000 Penalty: 6133.647949
	Iteration 15Q: 3 clusters Score -2.83851e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 192087 members 
Entering Unmasked Estep 
Score: -28386214.000000 Penalty: 6133.647949
	Iteration 16Q: 3 clusters Score -2.838621e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 194090 members 
Entering Unmasked Estep 
Score: -28387318.000000 Penalty: 6133.647949
	Iteration 17Q: 3 clusters Score -2.838732e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 195948 members 
Entering Unmasked Estep 
Score: -28388368.000000 Penalty: 6133.647949
	Iteration 18Q: 3 clusters Score -2.838837e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 197694 members 
Entering Unmasked Estep 
Score: -28389098.000000 Penalty: 6133.647949
	Iteration 19Q: 3 clusters Score -2.83891e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 199340 members 
Entering Unmasked Estep 
Score: -28389888.000000 Penalty: 6133.647949
	Iteration 20F: 3 clusters Score -2.838989e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 200876 members 
Entering Unmasked Estep 
Score: -28390628.000000 Penalty: 6133.647949
	Iteration 21Q: 3 clusters Score -2.839063e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 202309 members 
Entering Unmasked Estep 
Score: -28391376.000000 Penalty: 6133.647949
	Iteration 22Q: 3 clusters Score -2.839138e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 203662 members 
Entering Unmasked Estep 
Score: -28391748.000000 Penalty: 6133.647949
	Iteration 23Q: 3 clusters Score -2.839175e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 204915 members 
Entering Unmasked Estep 
Score: -28391908.000000 Penalty: 6133.647949
	Iteration 24Q: 3 clusters Score -2.839191e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 206127 members 
Entering Unmasked Estep 
Score: -28392138.000000 Penalty: 6133.647949
	Iteration 25Q: 3 clusters Score -2.839214e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 207261 members 
Entering Unmasked Estep 
Score: -28392320.000000 Penalty: 6133.647949
	Iteration 26Q: 3 clusters Score -2.839232e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 208330 members 
Entering Unmasked Estep 
Score: -28392548.000000 Penalty: 6133.647949
	Iteration 27Q: 3 clusters Score -2.839255e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 209381 members 
Entering Unmasked Estep 
Score: -28392850.000000 Penalty: 6133.647949
	Iteration 28Q: 3 clusters Score -2.839285e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 210361 members 
Entering Unmasked Estep 
Score: -28392948.000000 Penalty: 6133.647949
	Iteration 29Q: 3 clusters Score -2.839295e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 211332 members 
Entering Unmasked Estep 
Score: -28393118.000000 Penalty: 6133.647949
	Iteration 30Q: 3 clusters Score -2.839312e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 212239 members 
Entering Unmasked Estep 
Score: -28393212.000000 Penalty: 6133.647949
	Iteration 31Q: 3 clusters Score -2.839321e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 213154 members 
Entering Unmasked Estep 
Score: -28393326.000000 Penalty: 6133.647949
	Iteration 32Q: 3 clusters Score -2.839333e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 214056 members 
Entering Unmasked Estep 
Score: -28393498.000000 Penalty: 6133.647949
	Iteration 33Q: 3 clusters Score -2.83935e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 214967 members 
Entering Unmasked Estep 
Score: -28393644.000000 Penalty: 6133.647949
	Iteration 34Q: 3 clusters Score -2.839364e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 215820 members 
Entering Unmasked Estep 
Score: -28393790.000000 Penalty: 6133.647949
	Iteration 35Q: 3 clusters Score -2.839379e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 216650 members 
Entering Unmasked Estep 
Score: -28393842.000000 Penalty: 6133.647949
	Iteration 36Q: 3 clusters Score -2.839384e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 217418 members 
Entering Unmasked Estep 
Score: -28393956.000000 Penalty: 6133.647949
	Iteration 37Q: 3 clusters Score -2.839396e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 218174 members 
Entering Unmasked Estep 
Score: -28394120.000000 Penalty: 6133.647949
	Iteration 38Q: 3 clusters Score -2.839412e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 218875 members 
Entering Unmasked Estep 
Score: -28394182.000000 Penalty: 6133.647949
	Iteration 39Q: 3 clusters Score -2.839418e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 219611 members 
Entering Unmasked Estep 
Score: -28394346.000000 Penalty: 6133.647949
	Iteration 40F: 3 clusters Score -2.839435e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 220309 members 
Entering Unmasked Estep 
Score: -28394504.000000 Penalty: 6133.647949
	Iteration 41Q: 3 clusters Score -2.83945e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 220986 members 
Entering Unmasked Estep 
Score: -28394696.000000 Penalty: 6133.647949
	Iteration 42Q: 3 clusters Score -2.83947e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 221642 members 
Entering Unmasked Estep 
Score: -28394684.000000 Penalty: 6133.647949
	Iteration 43Q: 3 clusters Score -2.839468e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 222242 members 
Entering Unmasked Estep 
Score: -28394812.000000 Penalty: 6133.647949
	Iteration 44Q: 3 clusters Score -2.839481e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 222813 members 
Entering Unmasked Estep 
Score: -28394924.000000 Penalty: 6133.647949
	Iteration 45Q: 3 clusters Score -2.839492e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 223365 members 
Entering Unmasked Estep 
Score: -28395000.000000 Penalty: 6133.647949
	Iteration 46Q: 3 clusters Score -2.8395e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 223910 members 
Entering Unmasked Estep 
Score: -28395044.000000 Penalty: 6133.647949
	Iteration 47Q: 3 clusters Score -2.839504e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 224404 members 
Entering Unmasked Estep 
Score: -28395236.000000 Penalty: 6133.647949
	Iteration 48Q: 3 clusters Score -2.839524e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 224884 members 
Entering Unmasked Estep 
Score: -28395294.000000 Penalty: 6133.647949
	Iteration 49Q: 3 clusters Score -2.839529e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 225312 members 
Entering Unmasked Estep 
Score: -28395212.000000 Penalty: 6133.647949
	Iteration 50Q: 3 clusters Score -2.839521e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 225678 members 
Entering Unmasked Estep 
Score: -28395340.000000 Penalty: 6133.647949
	Iteration 51Q: 3 clusters Score -2.839534e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 225994 members 
Entering Unmasked Estep 
Score: -28395396.000000 Penalty: 6133.647949
	Iteration 52Q: 3 clusters Score -2.83954e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 226288 members 
Entering Unmasked Estep 
Score: -28395394.000000 Penalty: 6133.647949
	Iteration 53Q: 3 clusters Score -2.839539e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 226529 members 
Entering Unmasked Estep 
Score: -28395412.000000 Penalty: 6133.647949
	Iteration 54Q: 3 clusters Score -2.839541e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 226740 members 
Entering Unmasked Estep 
Score: -28395426.000000 Penalty: 6133.647949
	Iteration 55Q: 3 clusters Score -2.839543e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 226947 members 
Entering Unmasked Estep 
Score: -28395488.000000 Penalty: 6133.647949
	Iteration 56Q: 3 clusters Score -2.839549e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 227127 members 
Entering Unmasked Estep 
Score: -28395530.000000 Penalty: 6133.647949
	Iteration 57Q: 3 clusters Score -2.839553e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 227296 members 
Entering Unmasked Estep 
Score: -28395540.000000 Penalty: 6133.647949
	Iteration 58Q: 3 clusters Score -2.839554e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 227457 members 
Entering Unmasked Estep 
Score: -28395564.000000 Penalty: 6133.647949
	Iteration 59Q: 3 clusters Score -2.839556e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 227624 members 
Entering Unmasked Estep 
Score: -28395572.000000 Penalty: 6133.647949
	Iteration 60F: 3 clusters Score -2.839557e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 227756 members 
Entering Unmasked Estep 
Score: -28395572.000000 Penalty: 6133.647949
	Iteration 61Q: 3 clusters Score -2.839557e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 227877 members 
Entering Unmasked Estep 
Score: -28395664.000000 Penalty: 6133.647949
	Iteration 62Q: 3 clusters Score -2.839566e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 228007 members 
Entering Unmasked Estep 
Score: -28395654.000000 Penalty: 6133.647949
	Iteration 63Q: 3 clusters Score -2.839565e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 228130 members 
Entering Unmasked Estep 
Score: -28395662.000000 Penalty: 6133.647949
	Iteration 64Q: 3 clusters Score -2.839566e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 228231 members 
Entering Unmasked Estep 
Score: -28395700.000000 Penalty: 6133.647949
	Iteration 65Q: 3 clusters Score -2.83957e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 228310 members 
Entering Unmasked Estep 
Score: -28395700.000000 Penalty: 6133.647949
	Iteration 66Q: 3 clusters Score -2.83957e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 228389 members 
Entering Unmasked Estep 
Score: -28395694.000000 Penalty: 6133.647949
	Iteration 67Q: 3 clusters Score -2.839569e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 228458 members 
Entering Unmasked Estep 
Score: -28395704.000000 Penalty: 6133.647949
	Iteration 68Q: 3 clusters Score -2.83957e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 228535 members 
Entering Unmasked Estep 
Score: -28395706.000000 Penalty: 6133.647949
	Iteration 69Q: 3 clusters Score -2.839571e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 228596 members 
Entering Unmasked Estep 
Score: -28395714.000000 Penalty: 6133.647949
	Iteration 70Q: 3 clusters Score -2.839571e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 228672 members 
Entering Unmasked Estep 
Score: -28395742.000000 Penalty: 6133.647949
	Iteration 71Q: 3 clusters Score -2.839574e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 228739 members 
Entering Unmasked Estep 
Score: -28395736.000000 Penalty: 6133.647949
	Iteration 72Q: 3 clusters Score -2.839574e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 228793 members 
Entering Unmasked Estep 
Score: -28395738.000000 Penalty: 6133.647949
	Iteration 73Q: 3 clusters Score -2.839574e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 228830 members 
Entering Unmasked Estep 
Score: -28395734.000000 Penalty: 6133.647949
	Iteration 74Q: 3 clusters Score -2.839573e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 228863 members 
Entering Unmasked Estep 
Score: -28395782.000000 Penalty: 6133.647949
	Iteration 75Q: 3 clusters Score -2.839578e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 228888 members 
Entering Unmasked Estep 
Score: -28395810.000000 Penalty: 6133.647949
	Iteration 76Q: 3 clusters Score -2.839581e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 228923 members 
Entering Unmasked Estep 
Score: -28395796.000000 Penalty: 6133.647949
	Iteration 77Q: 3 clusters Score -2.83958e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 228954 members 
Entering Unmasked Estep 
Score: -28395842.000000 Penalty: 6133.647949
	Iteration 78Q: 3 clusters Score -2.839584e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 228979 members 
Entering Unmasked Estep 
Score: -28395836.000000 Penalty: 6133.647949
	Iteration 79Q: 3 clusters Score -2.839584e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 229006 members 
Entering Unmasked Estep 
Score: -28395826.000000 Penalty: 6133.647949
	Iteration 80F: 3 clusters Score -2.839583e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 229011 members 
Entering Unmasked Estep 
Score: -28395802.000000 Penalty: 6133.647949
	Iteration 81Q: 3 clusters Score -2.83958e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 229025 members 
Entering Unmasked Estep 
Score: -28395824.000000 Penalty: 6133.647949
	Iteration 82Q: 3 clusters Score -2.839582e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 229040 members 
Entering Unmasked Estep 
Score: -28395810.000000 Penalty: 6133.647949
	Iteration 83Q: 3 clusters Score -2.839581e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 229057 members 
Entering Unmasked Estep 
Score: -28395830.000000 Penalty: 6133.647949
	Iteration 84Q: 3 clusters Score -2.839583e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 229071 members 
Entering Unmasked Estep 
Score: -28395822.000000 Penalty: 6133.647949
	Iteration 85Q: 3 clusters Score -2.839582e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 229094 members 
Entering Unmasked Estep 
Score: -28395826.000000 Penalty: 6133.647949
	Iteration 86Q: 3 clusters Score -2.839583e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 229118 members 
Entering Unmasked Estep 
Score: -28395876.000000 Penalty: 6133.647949
	Iteration 87Q: 3 clusters Score -2.839588e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 229132 members 
Entering Unmasked Estep 
Score: -28395844.000000 Penalty: 6133.647949
	Iteration 88Q: 3 clusters Score -2.839584e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 229151 members 
Entering Unmasked Estep 
Score: -28395826.000000 Penalty: 6133.647949
	Iteration 89Q: 3 clusters Score -2.839583e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 229169 members 
Entering Unmasked Estep 
Score: -28395832.000000 Penalty: 6133.647949
	Iteration 90Q: 3 clusters Score -2.839583e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 229184 members 
Entering Unmasked Estep 
Score: -28395840.000000 Penalty: 6133.647949
	Iteration 91Q: 3 clusters Score -2.839584e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 229206 members 
Entering Unmasked Estep 
Score: -28395830.000000 Penalty: 6133.647949
	Iteration 92Q: 3 clusters Score -2.839583e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 229225 members 
Entering Unmasked Estep 
Score: -28395794.000000 Penalty: 6133.647949
	Iteration 93Q: 3 clusters Score -2.839579e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 229242 members 
Entering Unmasked Estep 
Score: -28395812.000000 Penalty: 6133.647949
	Iteration 94Q: 3 clusters Score -2.839581e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 229263 members 
Entering Unmasked Estep 
Score: -28395810.000000 Penalty: 6133.647949
	Iteration 95Q: 3 clusters Score -2.839581e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 229288 members 
Entering Unmasked Estep 
Score: -28395800.000000 Penalty: 6133.647949
	Iteration 96Q: 3 clusters Score -2.83958e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 229305 members 
Entering Unmasked Estep 
Score: -28395828.000000 Penalty: 6133.647949
	Iteration 97Q: 3 clusters Score -2.839583e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 229319 members 
Entering Unmasked Estep 
Score: -28395792.000000 Penalty: 6133.647949
	Iteration 98Q: 3 clusters Score -2.839579e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 229342 members 
Entering Unmasked Estep 
Score: -28395844.000000 Penalty: 6133.647949
	Iteration 99Q: 3 clusters Score -2.839584e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 229357 members 
Entering Unmasked Estep 
Score: -28395826.000000 Penalty: 6133.647949
	Iteration 100F: 3 clusters Score -2.839583e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 229362 members 
Entering Unmasked Estep 
Score: -28395824.000000 Penalty: 6133.647949
	Iteration 101Q: 3 clusters Score -2.839582e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 229366 members 
Entering Unmasked Estep 
Score: -28395830.000000 Penalty: 6133.647949
	Iteration 102Q: 3 clusters Score -2.839583e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 229374 members 
Entering Unmasked Estep 
Score: -28395830.000000 Penalty: 6133.647949
	Iteration 103Q: 3 clusters Score -2.839583e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 229384 members 
Entering Unmasked Estep 
Score: -28395824.000000 Penalty: 6133.647949
	Iteration 104Q: 3 clusters Score -2.839582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 229393 members 
Entering Unmasked Estep 
Score: -28395816.000000 Penalty: 6133.647949
	Iteration 105Q: 3 clusters Score -2.839582e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 229407 members 
Entering Unmasked Estep 
Score: -28395806.000000 Penalty: 6133.647949
	Iteration 106Q: 3 clusters Score -2.839581e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 229421 members 
Entering Unmasked Estep 
Score: -28395792.000000 Penalty: 6133.647949
	Iteration 107Q: 3 clusters Score -2.839579e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 229444 members 
Entering Unmasked Estep 
Score: -28395780.000000 Penalty: 6133.647949
	Iteration 108Q: 3 clusters Score -2.839578e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 229455 members 
Entering Unmasked Estep 
Score: -28395822.000000 Penalty: 6133.647949
	Iteration 109Q: 3 clusters Score -2.839582e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 229469 members 
Entering Unmasked Estep 
Score: -28395814.000000 Penalty: 6133.647949
	Iteration 110Q: 3 clusters Score -2.839581e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 229482 members 
Entering Unmasked Estep 
Score: -28395818.000000 Penalty: 6133.647949
	Iteration 111Q: 3 clusters Score -2.839582e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 229500 members 
Entering Unmasked Estep 
Score: -28395828.000000 Penalty: 6133.647949
	Iteration 112Q: 3 clusters Score -2.839583e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 229523 members 
Entering Unmasked Estep 
Score: -28395816.000000 Penalty: 6133.647949
	Iteration 113Q: 3 clusters Score -2.839582e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 229542 members 
Entering Unmasked Estep 
Score: -28395846.000000 Penalty: 6133.647949
	Iteration 114Q: 3 clusters Score -2.839585e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 229563 members 
Entering Unmasked Estep 
Score: -28395840.000000 Penalty: 6133.647949
	Iteration 115Q: 3 clusters Score -2.839584e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 229579 members 
Entering Unmasked Estep 
Score: -28395856.000000 Penalty: 6133.647949
	Iteration 116Q: 3 clusters Score -2.839586e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 229597 members 
Entering Unmasked Estep 
Score: -28395872.000000 Penalty: 6133.647949
	Iteration 117Q: 3 clusters Score -2.839587e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 229607 members 
Entering Unmasked Estep 
Score: -28395856.000000 Penalty: 6133.647949
	Iteration 118Q: 3 clusters Score -2.839586e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 229622 members 
Entering Unmasked Estep 
Score: -28395836.000000 Penalty: 6133.647949
	Iteration 119Q: 3 clusters Score -2.839584e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 229637 members 
Entering Unmasked Estep 
Score: -28395842.000000 Penalty: 6133.647949
	Iteration 120F: 3 clusters Score -2.839584e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 229652 members 
Entering Unmasked Estep 
Score: -28395844.000000 Penalty: 6133.647949
	Iteration 121Q: 3 clusters Score -2.839584e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 229662 members 
Entering Unmasked Estep 
Score: -28395846.000000 Penalty: 6133.647949
	Iteration 122Q: 3 clusters Score -2.839585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 229670 members 
Entering Unmasked Estep 
Score: -28395856.000000 Penalty: 6133.647949
	Iteration 123Q: 3 clusters Score -2.839586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 229676 members 
Entering Unmasked Estep 
Score: -28395860.000000 Penalty: 6133.647949
	Iteration 124Q: 3 clusters Score -2.839586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 229676 members 
Entering Unmasked Estep 
Score: -28395862.000000 Penalty: 6133.647949
	Iteration 125Q: 3 clusters Score -2.839586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 229677 members 
Entering Unmasked Estep 
Score: -28395868.000000 Penalty: 6133.647949
	Iteration 126Q: 3 clusters Score -2.839587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 229680 members 
Entering Unmasked Estep 
Score: -28395862.000000 Penalty: 6133.647949
	Iteration 127Q: 3 clusters Score -2.839586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 229686 members 
Entering Unmasked Estep 
Score: -28395874.000000 Penalty: 6133.647949
	Iteration 128Q: 3 clusters Score -2.839587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 229691 members 
Entering Unmasked Estep 
Score: -28395868.000000 Penalty: 6133.647949
	Iteration 129Q: 3 clusters Score -2.839587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 229696 members 
Entering Unmasked Estep 
Score: -28395860.000000 Penalty: 6133.647949
	Iteration 130Q: 3 clusters Score -2.839586e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 229698 members 
Entering Unmasked Estep 
Score: -28395848.000000 Penalty: 6133.647949
	Iteration 131Q: 3 clusters Score -2.839585e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 229708 members 
Entering Unmasked Estep 
Score: -28395866.000000 Penalty: 6133.647949
	Iteration 132Q: 3 clusters Score -2.839587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 229717 members 
Entering Unmasked Estep 
Score: -28395874.000000 Penalty: 6133.647949
	Iteration 133Q: 3 clusters Score -2.839587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 229721 members 
Entering Unmasked Estep 
Score: -28395868.000000 Penalty: 6133.647949
	Iteration 134Q: 3 clusters Score -2.839587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 229725 members 
Entering Unmasked Estep 
Score: -28395866.000000 Penalty: 6133.647949
	Iteration 135Q: 3 clusters Score -2.839587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 229726 members 
Entering Unmasked Estep 
Score: -28395864.000000 Penalty: 6133.647949
	Iteration 136Q: 3 clusters Score -2.839586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 229728 members 
Entering Unmasked Estep 
Score: -28395862.000000 Penalty: 6133.647949
	Iteration 137Q: 3 clusters Score -2.839586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 229730 members 
Entering Unmasked Estep 
Score: -28395868.000000 Penalty: 6133.647949
	Iteration 138Q: 3 clusters Score -2.839587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 229734 members 
Entering Unmasked Estep 
Score: -28395868.000000 Penalty: 6133.647949
	Iteration 139Q: 3 clusters Score -2.839587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 229739 members 
Entering Unmasked Estep 
Score: -28395850.000000 Penalty: 6133.647949
	Iteration 140F: 3 clusters Score -2.839585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 229741 members 
Entering Unmasked Estep 
Score: -28395856.000000 Penalty: 6133.647949
	Iteration 141Q: 3 clusters Score -2.839586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 229743 members 
Entering Unmasked Estep 
Score: -28395860.000000 Penalty: 6133.647949
	Iteration 142Q: 3 clusters Score -2.839586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 229741 members 
Entering Unmasked Estep 
Score: -28395870.000000 Penalty: 6133.647949
	Iteration 143Q: 3 clusters Score -2.839587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 229743 members 
Entering Unmasked Estep 
Score: -28395868.000000 Penalty: 6133.647949
	Iteration 144Q: 3 clusters Score -2.839587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 229747 members 
Entering Unmasked Estep 
Score: -28395866.000000 Penalty: 6133.647949
	Iteration 145Q: 3 clusters Score -2.839587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 229748 members 
Entering Unmasked Estep 
Score: -28395860.000000 Penalty: 6133.647949
	Iteration 146Q: 3 clusters Score -2.839586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 229751 members 
Entering Unmasked Estep 
Score: -28395862.000000 Penalty: 6133.647949
	Iteration 147Q: 3 clusters Score -2.839586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 229752 members 
Entering Unmasked Estep 
Score: -28395870.000000 Penalty: 6133.647949
	Iteration 148Q: 3 clusters Score -2.839587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 229752 members 
Entering Unmasked Estep 
Score: -28395870.000000 Penalty: 6133.647949
	Iteration 149F: 3 clusters Score -2.839587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -235675.093750 Penalty: 1875.544922
	Iteration 0F: 2 clusters Score -235675.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -233104.656250 Penalty: 3751.089844
	Iteration 0F: 3 clusters Score -233104.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -233576.562500 Penalty: 3751.089844
	Iteration 1F: 3 clusters Score -233576.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -233740.765625 Penalty: 3751.089844
	Iteration 2F: 3 clusters Score -233740.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -233889.890625 Penalty: 3751.089844
	Iteration 3F: 3 clusters Score -233889.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -234130.625000 Penalty: 3751.089844
	Iteration 4F: 3 clusters Score -234130.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -234514.562500 Penalty: 3751.089844
	Iteration 5F: 3 clusters Score -234514.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -234755.171875 Penalty: 3751.089844
	Iteration 6F: 3 clusters Score -234755.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -234878.453125 Penalty: 3751.089844
	Iteration 7F: 3 clusters Score -234878.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -234970.593750 Penalty: 3751.089844
	Iteration 8Q: 3 clusters Score -234970.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -235046.250000 Penalty: 3751.089844
	Iteration 9Q: 3 clusters Score -235046.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -235096.765625 Penalty: 3751.089844
	Iteration 10Q: 3 clusters Score -235096.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -235128.656250 Penalty: 3751.089844
	Iteration 11Q: 3 clusters Score -235128.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -235157.218750 Penalty: 3751.089844
	Iteration 12Q: 3 clusters Score -235157.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -235178.843750 Penalty: 3751.089844
	Iteration 13Q: 3 clusters Score -235178.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -235195.937500 Penalty: 3751.089844
	Iteration 14Q: 3 clusters Score -235195.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -235214.312500 Penalty: 3751.089844
	Iteration 15Q: 3 clusters Score -235214.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -235228.281250 Penalty: 3751.089844
	Iteration 16Q: 3 clusters Score -235228.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -235244.328125 Penalty: 3751.089844
	Iteration 17Q: 3 clusters Score -235244.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -235261.578125 Penalty: 3751.089844
	Iteration 18Q: 3 clusters Score -235261.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -235265.609375 Penalty: 3751.089844
	Iteration 19Q: 3 clusters Score -235265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -235275.671875 Penalty: 3751.089844
	Iteration 20F: 3 clusters Score -235275.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -235283.500000 Penalty: 3751.089844
	Iteration 21Q: 3 clusters Score -235283.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -235292.140625 Penalty: 3751.089844
	Iteration 22Q: 3 clusters Score -235292.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -235307.343750 Penalty: 3751.089844
	Iteration 23Q: 3 clusters Score -235307.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -235314.484375 Penalty: 3751.089844
	Iteration 24Q: 3 clusters Score -235314.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -235316.890625 Penalty: 3751.089844
	Iteration 25Q: 3 clusters Score -235316.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -235316.890625 Penalty: 3751.089844
	Iteration 26F: 3 clusters Score -235316.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (99446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99446 members 
Entering Unmasked Estep 
Score: -12022618.000000 Penalty: 2853.827637
	Iteration 0F: 2 clusters Score -1.202262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -11956142.000000 Penalty: 5707.655273
	Iteration 0F: 3 clusters Score -1.195614e+07 nChanged 47085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -11983431.000000 Penalty: 5707.655273
	Iteration 1F: 3 clusters Score -1.198343e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 54572 members 
Entering Unmasked Estep 
Score: -11984907.000000 Penalty: 5707.655273
	Iteration 2Q: 3 clusters Score -1.198491e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 56981 members 
Entering Unmasked Estep 
Score: -11987041.000000 Penalty: 5707.655273
	Iteration 3Q: 3 clusters Score -1.198704e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 60176 members 
Entering Unmasked Estep 
Score: -11989825.000000 Penalty: 5707.655273
	Iteration 4Q: 3 clusters Score -1.198982e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 64232 members 
Entering Unmasked Estep 
Score: -11993551.000000 Penalty: 5707.655273
	Iteration 5F: 3 clusters Score -1.199355e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 68945 members 
Entering Unmasked Estep 
Score: -11998017.000000 Penalty: 5707.655273
	Iteration 6F: 3 clusters Score -1.199802e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 74011 members 
Entering Unmasked Estep 
Score: -12002981.000000 Penalty: 5707.655273
	Iteration 7F: 3 clusters Score -1.200298e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 78980 members 
Entering Unmasked Estep 
Score: -12007474.000000 Penalty: 5707.655273
	Iteration 8F: 3 clusters Score -1.200747e+07 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 83433 members 
Entering Unmasked Estep 
Score: -12011255.000000 Penalty: 5707.655273
	Iteration 9Q: 3 clusters Score -1.201126e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 87189 members 
Entering Unmasked Estep 
Score: -12014015.000000 Penalty: 5707.655273
	Iteration 10Q: 3 clusters Score -1.201402e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 90199 members 
Entering Unmasked Estep 
Score: -12016209.000000 Penalty: 5707.655273
	Iteration 11Q: 3 clusters Score -1.201621e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 92493 members 
Entering Unmasked Estep 
Score: -12017734.000000 Penalty: 5707.655273
	Iteration 12Q: 3 clusters Score -1.201773e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 94138 members 
Entering Unmasked Estep 
Score: -12018750.000000 Penalty: 5707.655273
	Iteration 13Q: 3 clusters Score -1.201875e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 95190 members 
Entering Unmasked Estep 
Score: -12019364.000000 Penalty: 5707.655273
	Iteration 14Q: 3 clusters Score -1.201936e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 95932 members 
Entering Unmasked Estep 
Score: -12019712.000000 Penalty: 5707.655273
	Iteration 15Q: 3 clusters Score -1.201971e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 96406 members 
Entering Unmasked Estep 
Score: -12019957.000000 Penalty: 5707.655273
	Iteration 16Q: 3 clusters Score -1.201996e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 96755 members 
Entering Unmasked Estep 
Score: -12020200.000000 Penalty: 5707.655273
	Iteration 17Q: 3 clusters Score -1.20202e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 96979 members 
Entering Unmasked Estep 
Score: -12020345.000000 Penalty: 5707.655273
	Iteration 18Q: 3 clusters Score -1.202034e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 97120 members 
Entering Unmasked Estep 
Score: -12020375.000000 Penalty: 5707.655273
	Iteration 19Q: 3 clusters Score -1.202038e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 97252 members 
Entering Unmasked Estep 
Score: -12020453.000000 Penalty: 5707.655273
	Iteration 20F: 3 clusters Score -1.202045e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 97352 members 
Entering Unmasked Estep 
Score: -12020500.000000 Penalty: 5707.655273
	Iteration 21Q: 3 clusters Score -1.20205e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 97426 members 
Entering Unmasked Estep 
Score: -12020525.000000 Penalty: 5707.655273
	Iteration 22Q: 3 clusters Score -1.202052e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 97487 members 
Entering Unmasked Estep 
Score: -12020553.000000 Penalty: 5707.655273
	Iteration 23Q: 3 clusters Score -1.202055e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 97539 members 
Entering Unmasked Estep 
Score: -12020588.000000 Penalty: 5707.655273
	Iteration 24Q: 3 clusters Score -1.202059e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 97572 members 
Entering Unmasked Estep 
Score: -12020617.000000 Penalty: 5707.655273
	Iteration 25Q: 3 clusters Score -1.202062e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 97600 members 
Entering Unmasked Estep 
Score: -12020626.000000 Penalty: 5707.655273
	Iteration 26Q: 3 clusters Score -1.202063e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 97637 members 
Entering Unmasked Estep 
Score: -12020653.000000 Penalty: 5707.655273
	Iteration 27Q: 3 clusters Score -1.202065e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 97672 members 
Entering Unmasked Estep 
Score: -12020630.000000 Penalty: 5707.655273
	Iteration 28Q: 3 clusters Score -1.202063e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 97695 members 
Entering Unmasked Estep 
Score: -12020654.000000 Penalty: 5707.655273
	Iteration 29Q: 3 clusters Score -1.202065e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 97717 members 
Entering Unmasked Estep 
Score: -12020666.000000 Penalty: 5707.655273
	Iteration 30Q: 3 clusters Score -1.202067e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 97732 members 
Entering Unmasked Estep 
Score: -12020671.000000 Penalty: 5707.655273
	Iteration 31Q: 3 clusters Score -1.202067e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 97749 members 
Entering Unmasked Estep 
Score: -12020659.000000 Penalty: 5707.655273
	Iteration 32Q: 3 clusters Score -1.202066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 97755 members 
Entering Unmasked Estep 
Score: -12020674.000000 Penalty: 5707.655273
	Iteration 33Q: 3 clusters Score -1.202067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 97764 members 
Entering Unmasked Estep 
Score: -12020674.000000 Penalty: 5707.655273
	Iteration 34Q: 3 clusters Score -1.202067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 97770 members 
Entering Unmasked Estep 
Score: -12020675.000000 Penalty: 5707.655273
	Iteration 35Q: 3 clusters Score -1.202068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 97777 members 
Entering Unmasked Estep 
Score: -12020680.000000 Penalty: 5707.655273
	Iteration 36Q: 3 clusters Score -1.202068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 97785 members 
Entering Unmasked Estep 
Score: -12020678.000000 Penalty: 5707.655273
	Iteration 37Q: 3 clusters Score -1.202068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 97790 members 
Entering Unmasked Estep 
Score: -12020684.000000 Penalty: 5707.655273
	Iteration 38Q: 3 clusters Score -1.202068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 97795 members 
Entering Unmasked Estep 
Score: -12020686.000000 Penalty: 5707.655273
	Iteration 39Q: 3 clusters Score -1.202069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 97802 members 
Entering Unmasked Estep 
Score: -12020680.000000 Penalty: 5707.655273
	Iteration 40F: 3 clusters Score -1.202068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 97804 members 
Entering Unmasked Estep 
Score: -12020679.000000 Penalty: 5707.655273
	Iteration 41Q: 3 clusters Score -1.202068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 97805 members 
Entering Unmasked Estep 
Score: -12020681.000000 Penalty: 5707.655273
	Iteration 42Q: 3 clusters Score -1.202068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 97809 members 
Entering Unmasked Estep 
Score: -12020684.000000 Penalty: 5707.655273
	Iteration 43Q: 3 clusters Score -1.202068e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 97814 members 
Entering Unmasked Estep 
Score: -12020679.000000 Penalty: 5707.655273
	Iteration 44Q: 3 clusters Score -1.202068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 97820 members 
Entering Unmasked Estep 
Score: -12020686.000000 Penalty: 5707.655273
	Iteration 45Q: 3 clusters Score -1.202069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 97823 members 
Entering Unmasked Estep 
Score: -12020692.000000 Penalty: 5707.655273
	Iteration 46Q: 3 clusters Score -1.202069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 97824 members 
Entering Unmasked Estep 
Score: -12020695.000000 Penalty: 5707.655273
	Iteration 47Q: 3 clusters Score -1.20207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 97827 members 
Entering Unmasked Estep 
Score: -12020695.000000 Penalty: 5707.655273
	Iteration 48Q: 3 clusters Score -1.20207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 97830 members 
Entering Unmasked Estep 
Score: -12020687.000000 Penalty: 5707.655273
	Iteration 49Q: 3 clusters Score -1.202069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 97833 members 
Entering Unmasked Estep 
Score: -12020701.000000 Penalty: 5707.655273
	Iteration 50Q: 3 clusters Score -1.20207e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 97836 members 
Entering Unmasked Estep 
Score: -12020698.000000 Penalty: 5707.655273
	Iteration 51Q: 3 clusters Score -1.20207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 97838 members 
Entering Unmasked Estep 
Score: -12020701.000000 Penalty: 5707.655273
	Iteration 52Q: 3 clusters Score -1.20207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 97838 members 
Entering Unmasked Estep 
Score: -12020709.000000 Penalty: 5707.655273
	Iteration 53Q: 3 clusters Score -1.202071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 97839 members 
Entering Unmasked Estep 
Score: -12020717.000000 Penalty: 5707.655273
	Iteration 54Q: 3 clusters Score -1.202072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 97841 members 
Entering Unmasked Estep 
Score: -12020734.000000 Penalty: 5707.655273
	Iteration 55Q: 3 clusters Score -1.202073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 97841 members 
Entering Unmasked Estep 
Score: -12020728.000000 Penalty: 5707.655273
	Iteration 56Q: 3 clusters Score -1.202073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 97841 members 
Entering Unmasked Estep 
Score: -12020728.000000 Penalty: 5707.655273
	Iteration 57F: 3 clusters Score -1.202073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Entering Unmasked Estep 
Score: -539392.750000 Penalty: 2091.207764
	Iteration 0F: 2 clusters Score -539392.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -535137.125000 Penalty: 4182.415527
	Iteration 0F: 3 clusters Score -535137.1 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -536079.250000 Penalty: 4182.415527
	Iteration 1F: 3 clusters Score -536079.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -536267.687500 Penalty: 4182.415527
	Iteration 2F: 3 clusters Score -536267.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -536409.437500 Penalty: 4182.415527
	Iteration 3Q: 3 clusters Score -536409.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -536538.250000 Penalty: 4182.415527
	Iteration 4Q: 3 clusters Score -536538.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -536658.500000 Penalty: 4182.415527
	Iteration 5Q: 3 clusters Score -536658.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -536790.937500 Penalty: 4182.415527
	Iteration 6Q: 3 clusters Score -536790.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -536941.500000 Penalty: 4182.415527
	Iteration 7Q: 3 clusters Score -536941.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -537085.312500 Penalty: 4182.415527
	Iteration 8Q: 3 clusters Score -537085.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -537262.937500 Penalty: 4182.415527
	Iteration 9Q: 3 clusters Score -537262.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -537427.375000 Penalty: 4182.415527
	Iteration 10Q: 3 clusters Score -537427.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -537580.625000 Penalty: 4182.415527
	Iteration 11Q: 3 clusters Score -537580.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -537724.562500 Penalty: 4182.415527
	Iteration 12Q: 3 clusters Score -537724.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -537811.437500 Penalty: 4182.415527
	Iteration 13Q: 3 clusters Score -537811.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -537872.000000 Penalty: 4182.415527
	Iteration 14Q: 3 clusters Score -537872 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -537906.437500 Penalty: 4182.415527
	Iteration 15Q: 3 clusters Score -537906.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -537932.875000 Penalty: 4182.415527
	Iteration 16Q: 3 clusters Score -537932.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -537949.500000 Penalty: 4182.415527
	Iteration 17Q: 3 clusters Score -537949.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -537965.937500 Penalty: 4182.415527
	Iteration 18Q: 3 clusters Score -537965.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -537973.312500 Penalty: 4182.415527
	Iteration 19Q: 3 clusters Score -537973.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -537979.375000 Penalty: 4182.415527
	Iteration 20F: 3 clusters Score -537979.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -537981.375000 Penalty: 4182.415527
	Iteration 21Q: 3 clusters Score -537981.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -537984.125000 Penalty: 4182.415527
	Iteration 22Q: 3 clusters Score -537984.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -537986.750000 Penalty: 4182.415527
	Iteration 23Q: 3 clusters Score -537986.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -537989.625000 Penalty: 4182.415527
	Iteration 24Q: 3 clusters Score -537989.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -537992.312500 Penalty: 4182.415527
	Iteration 25Q: 3 clusters Score -537992.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -537992.000000 Penalty: 4182.415527
	Iteration 26Q: 3 clusters Score -537992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -537993.375000 Penalty: 4182.415527
	Iteration 27Q: 3 clusters Score -537993.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -537993.375000 Penalty: 4182.415527
	Iteration 28F: 3 clusters Score -537993.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Entering Unmasked Estep 
Score: -1556253.625000 Penalty: 2358.516846
	Iteration 0F: 2 clusters Score -1556254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1546357.375000 Penalty: 4717.033691
	Iteration 0F: 3 clusters Score -1546357 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1550868.375000 Penalty: 4717.033691
	Iteration 1F: 3 clusters Score -1550868 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1554230.750000 Penalty: 4717.033691
	Iteration 2F: 3 clusters Score -1554231 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1557881.375000 Penalty: 4717.033691
	Iteration 3F: 3 clusters Score -1557881 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1560153.125000 Penalty: 4717.033691
	Iteration 4F: 3 clusters Score -1560153 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1560931.125000 Penalty: 4717.033691
	Iteration 5Q: 3 clusters Score -1560931 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1561187.625000 Penalty: 4717.033691
	Iteration 6Q: 3 clusters Score -1561188 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1561289.625000 Penalty: 4717.033691
	Iteration 7Q: 3 clusters Score -1561290 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1561339.250000 Penalty: 4717.033691
	Iteration 8Q: 3 clusters Score -1561339 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1561372.625000 Penalty: 4717.033691
	Iteration 9Q: 3 clusters Score -1561373 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1561399.250000 Penalty: 4717.033691
	Iteration 10Q: 3 clusters Score -1561399 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1561416.500000 Penalty: 4717.033691
	Iteration 11Q: 3 clusters Score -1561416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1561426.375000 Penalty: 4717.033691
	Iteration 12Q: 3 clusters Score -1561426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1561435.625000 Penalty: 4717.033691
	Iteration 13Q: 3 clusters Score -1561436 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1561448.750000 Penalty: 4717.033691
	Iteration 14Q: 3 clusters Score -1561449 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1561457.250000 Penalty: 4717.033691
	Iteration 15Q: 3 clusters Score -1561457 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1561463.750000 Penalty: 4717.033691
	Iteration 16Q: 3 clusters Score -1561464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1561470.500000 Penalty: 4717.033691
	Iteration 17Q: 3 clusters Score -1561470 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1561475.125000 Penalty: 4717.033691
	Iteration 18Q: 3 clusters Score -1561475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1561483.875000 Penalty: 4717.033691
	Iteration 19Q: 3 clusters Score -1561484 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1561492.375000 Penalty: 4717.033691
	Iteration 20F: 3 clusters Score -1561492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1561495.125000 Penalty: 4717.033691
	Iteration 21Q: 3 clusters Score -1561495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1561500.000000 Penalty: 4717.033691
	Iteration 22Q: 3 clusters Score -1561500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1561499.000000 Penalty: 4717.033691
	Iteration 23Q: 3 clusters Score -1561499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1561502.375000 Penalty: 4717.033691
	Iteration 24Q: 3 clusters Score -1561502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1561510.250000 Penalty: 4717.033691
	Iteration 25Q: 3 clusters Score -1561510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1561512.250000 Penalty: 4717.033691
	Iteration 26Q: 3 clusters Score -1561512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1561513.500000 Penalty: 4717.033691
	Iteration 27Q: 3 clusters Score -1561514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1561521.250000 Penalty: 4717.033691
	Iteration 28Q: 3 clusters Score -1561521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1561525.125000 Penalty: 4717.033691
	Iteration 29Q: 3 clusters Score -1561525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1561533.625000 Penalty: 4717.033691
	Iteration 30Q: 3 clusters Score -1561534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1561537.750000 Penalty: 4717.033691
	Iteration 31Q: 3 clusters Score -1561538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1561541.750000 Penalty: 4717.033691
	Iteration 32Q: 3 clusters Score -1561542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1561554.000000 Penalty: 4717.033691
	Iteration 33Q: 3 clusters Score -1561554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1561559.125000 Penalty: 4717.033691
	Iteration 34Q: 3 clusters Score -1561559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1561564.500000 Penalty: 4717.033691
	Iteration 35Q: 3 clusters Score -1561564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1561565.000000 Penalty: 4717.033691
	Iteration 36Q: 3 clusters Score -1561565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1561568.125000 Penalty: 4717.033691
	Iteration 37Q: 3 clusters Score -1561568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1561572.250000 Penalty: 4717.033691
	Iteration 38Q: 3 clusters Score -1561572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1561572.875000 Penalty: 4717.033691
	Iteration 39Q: 3 clusters Score -1561573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1561574.875000 Penalty: 4717.033691
	Iteration 40F: 3 clusters Score -1561575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2981 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 38745 members 
Mstep: Class 6 contains 69853 members 
Mstep: Class 7 contains 33544 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 233412 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 36995 members 
Mstep: Class 12 contains 12777 members 
Mstep: Class 13 contains 4043 members 
Mstep: Class 14 contains 1694 members 
Mstep: Class 15 contains 50617 members 
Mstep: Class 16 contains 234738 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 99446 members 
Mstep: Class 19 contains 4593 members 
Mstep: Class 20 contains 5924 members 
Mstep: Class 21 contains 1184 members 
Mstep: Class 22 contains 65355 members 
Mstep: Class 23 contains 4339 members 
Mstep: Class 24 contains 290808 members 
Mstep: Class 25 contains 13006 members 
Mstep: Class 26 contains 18352 members 
Mstep: Class 27 contains 1301 members 
Mstep: Class 28 contains 973 members 
Mstep: Class 29 contains 7572 members 
Entering Unmasked Estep 
Score: -147961008.000000 Penalty: 100940.453125
Splitting cluster 20 changes total score from -147930720.000000 to -147961008.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (65355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65355 members 
Entering Unmasked Estep 
Score: -8006183.500000 Penalty: 2749.722168
	Iteration 0F: 2 clusters Score -8006184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -7962580.000000 Penalty: 5499.444336
	Iteration 0F: 3 clusters Score -7962580 nChanged 30347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -7979822.500000 Penalty: 5499.444336
	Iteration 1F: 3 clusters Score -7979822 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -7981371.500000 Penalty: 5499.444336
	Iteration 2Q: 3 clusters Score -7981372 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -7984072.500000 Penalty: 5499.444336
	Iteration 3F: 3 clusters Score -7984072 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -7988079.500000 Penalty: 5499.444336
	Iteration 4F: 3 clusters Score -7988080 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -7992967.000000 Penalty: 5499.444336
	Iteration 5F: 3 clusters Score -7992967 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -7996646.500000 Penalty: 5499.444336
	Iteration 6F: 3 clusters Score -7996646 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -7998489.000000 Penalty: 5499.444336
	Iteration 7F: 3 clusters Score -7998489 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -7999282.500000 Penalty: 5499.444336
	Iteration 8Q: 3 clusters Score -7999282 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -7999743.000000 Penalty: 5499.444336
	Iteration 9Q: 3 clusters Score -7999743 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -8000060.500000 Penalty: 5499.444336
	Iteration 10Q: 3 clusters Score -8000060 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -8000279.000000 Penalty: 5499.444336
	Iteration 11Q: 3 clusters Score -8000279 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -8000489.000000 Penalty: 5499.444336
	Iteration 12Q: 3 clusters Score -8000489 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -8000731.500000 Penalty: 5499.444336
	Iteration 13Q: 3 clusters Score -8000732 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -8001012.000000 Penalty: 5499.444336
	Iteration 14Q: 3 clusters Score -8001012 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -8001263.000000 Penalty: 5499.444336
	Iteration 15Q: 3 clusters Score -8001263 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52166 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -8001464.000000 Penalty: 5499.444336
	Iteration 16Q: 3 clusters Score -8001464 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -8001706.500000 Penalty: 5499.444336
	Iteration 17Q: 3 clusters Score -8001706 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -8001960.500000 Penalty: 5499.444336
	Iteration 18Q: 3 clusters Score -8001960 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -8002162.000000 Penalty: 5499.444336
	Iteration 19Q: 3 clusters Score -8002162 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54822 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -8002401.000000 Penalty: 5499.444336
	Iteration 20F: 3 clusters Score -8002401 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55390 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -8002523.500000 Penalty: 5499.444336
	Iteration 21Q: 3 clusters Score -8002524 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -8002695.000000 Penalty: 5499.444336
	Iteration 22Q: 3 clusters Score -8002695 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -8002910.500000 Penalty: 5499.444336
	Iteration 23Q: 3 clusters Score -8002910 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57023 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -8003093.000000 Penalty: 5499.444336
	Iteration 24Q: 3 clusters Score -8003093 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57503 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -8003295.000000 Penalty: 5499.444336
	Iteration 25Q: 3 clusters Score -8003295 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -8003462.000000 Penalty: 5499.444336
	Iteration 26Q: 3 clusters Score -8003462 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -8003646.000000 Penalty: 5499.444336
	Iteration 27Q: 3 clusters Score -8003646 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -8003765.000000 Penalty: 5499.444336
	Iteration 28Q: 3 clusters Score -8003765 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58907 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -8003850.000000 Penalty: 5499.444336
	Iteration 29Q: 3 clusters Score -8003850 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -8003928.500000 Penalty: 5499.444336
	Iteration 30Q: 3 clusters Score -8003928 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -8003999.500000 Penalty: 5499.444336
	Iteration 31Q: 3 clusters Score -8004000 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -8004061.000000 Penalty: 5499.444336
	Iteration 32Q: 3 clusters Score -8004061 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -8004112.000000 Penalty: 5499.444336
	Iteration 33Q: 3 clusters Score -8004112 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59810 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -8004168.500000 Penalty: 5499.444336
	Iteration 34Q: 3 clusters Score -8004168 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59915 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -8004196.500000 Penalty: 5499.444336
	Iteration 35Q: 3 clusters Score -8004196 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -8004214.000000 Penalty: 5499.444336
	Iteration 36Q: 3 clusters Score -8004214 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -8004259.500000 Penalty: 5499.444336
	Iteration 37Q: 3 clusters Score -8004260 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -8004304.500000 Penalty: 5499.444336
	Iteration 38Q: 3 clusters Score -8004304 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -8004330.000000 Penalty: 5499.444336
	Iteration 39Q: 3 clusters Score -8004330 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -8004372.500000 Penalty: 5499.444336
	Iteration 40F: 3 clusters Score -8004372 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -8004406.500000 Penalty: 5499.444336
	Iteration 41Q: 3 clusters Score -8004406 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -8004453.000000 Penalty: 5499.444336
	Iteration 42Q: 3 clusters Score -8004453 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60448 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -8004482.500000 Penalty: 5499.444336
	Iteration 43Q: 3 clusters Score -8004482 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -8004506.000000 Penalty: 5499.444336
	Iteration 44Q: 3 clusters Score -8004506 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -8004517.500000 Penalty: 5499.444336
	Iteration 45Q: 3 clusters Score -8004518 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60578 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -8004517.500000 Penalty: 5499.444336
	Iteration 46Q: 3 clusters Score -8004518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -8004529.500000 Penalty: 5499.444336
	Iteration 47Q: 3 clusters Score -8004530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60623 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -8004516.000000 Penalty: 5499.444336
	Iteration 48Q: 3 clusters Score -8004516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60639 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -8004517.500000 Penalty: 5499.444336
	Iteration 49Q: 3 clusters Score -8004518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60653 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -8004539.500000 Penalty: 5499.444336
	Iteration 50Q: 3 clusters Score -8004540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -8004534.500000 Penalty: 5499.444336
	Iteration 51Q: 3 clusters Score -8004534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60683 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -8004545.500000 Penalty: 5499.444336
	Iteration 52Q: 3 clusters Score -8004546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -8004543.000000 Penalty: 5499.444336
	Iteration 53Q: 3 clusters Score -8004543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -8004545.500000 Penalty: 5499.444336
	Iteration 54Q: 3 clusters Score -8004546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60731 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -8004559.500000 Penalty: 5499.444336
	Iteration 55Q: 3 clusters Score -8004560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -8004568.500000 Penalty: 5499.444336
	Iteration 56Q: 3 clusters Score -8004568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -8004562.000000 Penalty: 5499.444336
	Iteration 57Q: 3 clusters Score -8004562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -8004571.500000 Penalty: 5499.444336
	Iteration 58Q: 3 clusters Score -8004572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60799 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -8004575.500000 Penalty: 5499.444336
	Iteration 59Q: 3 clusters Score -8004576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60816 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -8004577.000000 Penalty: 5499.444336
	Iteration 60F: 3 clusters Score -8004577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60825 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -8004569.500000 Penalty: 5499.444336
	Iteration 61Q: 3 clusters Score -8004570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60837 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -8004579.000000 Penalty: 5499.444336
	Iteration 62Q: 3 clusters Score -8004579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60842 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -8004579.000000 Penalty: 5499.444336
	Iteration 63Q: 3 clusters Score -8004579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60849 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -8004579.500000 Penalty: 5499.444336
	Iteration 64Q: 3 clusters Score -8004580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60855 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -8004587.000000 Penalty: 5499.444336
	Iteration 65Q: 3 clusters Score -8004587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60860 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -8004584.000000 Penalty: 5499.444336
	Iteration 66Q: 3 clusters Score -8004584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -8004581.000000 Penalty: 5499.444336
	Iteration 67Q: 3 clusters Score -8004581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60866 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -8004577.500000 Penalty: 5499.444336
	Iteration 68Q: 3 clusters Score -8004578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60870 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -8004584.500000 Penalty: 5499.444336
	Iteration 69Q: 3 clusters Score -8004584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -8004584.000000 Penalty: 5499.444336
	Iteration 70Q: 3 clusters Score -8004584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60878 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -8004590.000000 Penalty: 5499.444336
	Iteration 71Q: 3 clusters Score -8004590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60880 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -8004585.000000 Penalty: 5499.444336
	Iteration 72Q: 3 clusters Score -8004585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -8004589.500000 Penalty: 5499.444336
	Iteration 73Q: 3 clusters Score -8004590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60881 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -8004590.500000 Penalty: 5499.444336
	Iteration 74Q: 3 clusters Score -8004590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60880 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -8004591.000000 Penalty: 5499.444336
	Iteration 75Q: 3 clusters Score -8004591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60880 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -8004591.000000 Penalty: 5499.444336
	Iteration 76F: 3 clusters Score -8004591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Entering Unmasked Estep 
Score: -453486.062500 Penalty: 2077.099121
	Iteration 0F: 2 clusters Score -453486.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -449501.843750 Penalty: 4154.198242
	Iteration 0F: 3 clusters Score -449501.8 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -450878.250000 Penalty: 4154.198242
	Iteration 1F: 3 clusters Score -450878.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -451501.125000 Penalty: 4154.198242
	Iteration 2F: 3 clusters Score -451501.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -451976.625000 Penalty: 4154.198242
	Iteration 3F: 3 clusters Score -451976.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -452340.281250 Penalty: 4154.198242
	Iteration 4F: 3 clusters Score -452340.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -452684.531250 Penalty: 4154.198242
	Iteration 5F: 3 clusters Score -452684.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -453071.625000 Penalty: 4154.198242
	Iteration 6F: 3 clusters Score -453071.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -453529.375000 Penalty: 4154.198242
	Iteration 7F: 3 clusters Score -453529.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -453906.750000 Penalty: 4154.198242
	Iteration 8F: 3 clusters Score -453906.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -454207.781250 Penalty: 4154.198242
	Iteration 9Q: 3 clusters Score -454207.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -454457.625000 Penalty: 4154.198242
	Iteration 10Q: 3 clusters Score -454457.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -454603.562500 Penalty: 4154.198242
	Iteration 11Q: 3 clusters Score -454603.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -454705.781250 Penalty: 4154.198242
	Iteration 12Q: 3 clusters Score -454705.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -454756.656250 Penalty: 4154.198242
	Iteration 13Q: 3 clusters Score -454756.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -454778.906250 Penalty: 4154.198242
	Iteration 14Q: 3 clusters Score -454778.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -454790.468750 Penalty: 4154.198242
	Iteration 15Q: 3 clusters Score -454790.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -454794.781250 Penalty: 4154.198242
	Iteration 16Q: 3 clusters Score -454794.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -454794.656250 Penalty: 4154.198242
	Iteration 17Q: 3 clusters Score -454794.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -454797.375000 Penalty: 4154.198242
	Iteration 18Q: 3 clusters Score -454797.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -454797.593750 Penalty: 4154.198242
	Iteration 19Q: 3 clusters Score -454797.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -454807.000000 Penalty: 4154.198242
	Iteration 20F: 3 clusters Score -454807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -454811.781250 Penalty: 4154.198242
	Iteration 21Q: 3 clusters Score -454811.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -454812.281250 Penalty: 4154.198242
	Iteration 22Q: 3 clusters Score -454812.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -454815.937500 Penalty: 4154.198242
	Iteration 23Q: 3 clusters Score -454815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -454816.062500 Penalty: 4154.198242
	Iteration 24Q: 3 clusters Score -454816.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -454816.531250 Penalty: 4154.198242
	Iteration 25Q: 3 clusters Score -454816.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -454817.187500 Penalty: 4154.198242
	Iteration 26Q: 3 clusters Score -454817.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -454817.718750 Penalty: 4154.198242
	Iteration 27Q: 3 clusters Score -454817.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -454817.718750 Penalty: 4154.198242
	Iteration 28F: 3 clusters Score -454817.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2981 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 38745 members 
Mstep: Class 6 contains 69853 members 
Mstep: Class 7 contains 33544 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 233412 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 36995 members 
Mstep: Class 12 contains 12777 members 
Mstep: Class 13 contains 4043 members 
Mstep: Class 14 contains 1694 members 
Mstep: Class 15 contains 50617 members 
Mstep: Class 16 contains 234738 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 99446 members 
Mstep: Class 19 contains 4593 members 
Mstep: Class 20 contains 5924 members 
Mstep: Class 21 contains 1184 members 
Mstep: Class 22 contains 65355 members 
Mstep: Class 23 contains 1855 members 
Mstep: Class 24 contains 290808 members 
Mstep: Class 25 contains 13006 members 
Mstep: Class 26 contains 18352 members 
Mstep: Class 27 contains 1301 members 
Mstep: Class 28 contains 973 members 
Mstep: Class 29 contains 7572 members 
Mstep: Class 30 contains 2484 members 
Entering Unmasked Estep 
Score: -147961104.000000 Penalty: 104421.156250
Splitting cluster 23 changes total score from -147930720.000000 to -147961104.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 24 (290808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290808 members 
Entering Unmasked Estep 
Score: -35663352.000000 Penalty: 3119.943848
	Iteration 0F: 2 clusters Score -3.566335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145178 members 
Mstep: Class 2 contains 145630 members 
Entering Unmasked Estep 
Score: -35480648.000000 Penalty: 6239.887695
	Iteration 0F: 3 clusters Score -3.548065e+07 nChanged 140908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143072 members 
Mstep: Class 2 contains 147736 members 
Entering Unmasked Estep 
Score: -35564560.000000 Penalty: 6239.887695
	Iteration 1F: 3 clusters Score -3.556456e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142614 members 
Mstep: Class 2 contains 148194 members 
Entering Unmasked Estep 
Score: -35566692.000000 Penalty: 6239.887695
	Iteration 2Q: 3 clusters Score -3.556669e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141767 members 
Mstep: Class 2 contains 149041 members 
Entering Unmasked Estep 
Score: -35569644.000000 Penalty: 6239.887695
	Iteration 3Q: 3 clusters Score -3.556964e+07 nChanged 11236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140269 members 
Mstep: Class 2 contains 150539 members 
Entering Unmasked Estep 
Score: -35573580.000000 Penalty: 6239.887695
	Iteration 4Q: 3 clusters Score -3.557358e+07 nChanged 13252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137817 members 
Mstep: Class 2 contains 152991 members 
Entering Unmasked Estep 
Score: -35580436.000000 Penalty: 6239.887695
	Iteration 5Q: 3 clusters Score -3.558044e+07 nChanged 15574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134365 members 
Mstep: Class 2 contains 156443 members 
Entering Unmasked Estep 
Score: -35589664.000000 Penalty: 6239.887695
	Iteration 6F: 3 clusters Score -3.558966e+07 nChanged 17115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130066 members 
Mstep: Class 2 contains 160742 members 
Entering Unmasked Estep 
Score: -35600348.000000 Penalty: 6239.887695
	Iteration 7F: 3 clusters Score -3.560035e+07 nChanged 17203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125455 members 
Mstep: Class 2 contains 165353 members 
Entering Unmasked Estep 
Score: -35610624.000000 Penalty: 6239.887695
	Iteration 8F: 3 clusters Score -3.561062e+07 nChanged 15635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120954 members 
Mstep: Class 2 contains 169854 members 
Entering Unmasked Estep 
Score: -35618712.000000 Penalty: 6239.887695
	Iteration 9F: 3 clusters Score -3.561871e+07 nChanged 13254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116824 members 
Mstep: Class 2 contains 173984 members 
Entering Unmasked Estep 
Score: -35624132.000000 Penalty: 6239.887695
	Iteration 10Q: 3 clusters Score -3.562413e+07 nChanged 10492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113086 members 
Mstep: Class 2 contains 177722 members 
Entering Unmasked Estep 
Score: -35627836.000000 Penalty: 6239.887695
	Iteration 11Q: 3 clusters Score -3.562784e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109606 members 
Mstep: Class 2 contains 181202 members 
Entering Unmasked Estep 
Score: -35630304.000000 Penalty: 6239.887695
	Iteration 12Q: 3 clusters Score -3.56303e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106409 members 
Mstep: Class 2 contains 184399 members 
Entering Unmasked Estep 
Score: -35631688.000000 Penalty: 6239.887695
	Iteration 13Q: 3 clusters Score -3.563169e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103195 members 
Mstep: Class 2 contains 187613 members 
Entering Unmasked Estep 
Score: -35632480.000000 Penalty: 6239.887695
	Iteration 14Q: 3 clusters Score -3.563248e+07 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99935 members 
Mstep: Class 2 contains 190873 members 
Entering Unmasked Estep 
Score: -35633492.000000 Penalty: 6239.887695
	Iteration 15Q: 3 clusters Score -3.563349e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 194299 members 
Entering Unmasked Estep 
Score: -35634272.000000 Penalty: 6239.887695
	Iteration 16Q: 3 clusters Score -3.563427e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92982 members 
Mstep: Class 2 contains 197826 members 
Entering Unmasked Estep 
Score: -35634780.000000 Penalty: 6239.887695
	Iteration 17Q: 3 clusters Score -3.563478e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89459 members 
Mstep: Class 2 contains 201349 members 
Entering Unmasked Estep 
Score: -35635424.000000 Penalty: 6239.887695
	Iteration 18Q: 3 clusters Score -3.563542e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85885 members 
Mstep: Class 2 contains 204923 members 
Entering Unmasked Estep 
Score: -35635992.000000 Penalty: 6239.887695
	Iteration 19Q: 3 clusters Score -3.563599e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82245 members 
Mstep: Class 2 contains 208563 members 
Entering Unmasked Estep 
Score: -35636732.000000 Penalty: 6239.887695
	Iteration 20F: 3 clusters Score -3.563673e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78459 members 
Mstep: Class 2 contains 212349 members 
Entering Unmasked Estep 
Score: -35637592.000000 Penalty: 6239.887695
	Iteration 21Q: 3 clusters Score -3.563759e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74640 members 
Mstep: Class 2 contains 216168 members 
Entering Unmasked Estep 
Score: -35638484.000000 Penalty: 6239.887695
	Iteration 22Q: 3 clusters Score -3.563848e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70753 members 
Mstep: Class 2 contains 220055 members 
Entering Unmasked Estep 
Score: -35639248.000000 Penalty: 6239.887695
	Iteration 23Q: 3 clusters Score -3.563925e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66945 members 
Mstep: Class 2 contains 223863 members 
Entering Unmasked Estep 
Score: -35639748.000000 Penalty: 6239.887695
	Iteration 24Q: 3 clusters Score -3.563975e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63146 members 
Mstep: Class 2 contains 227662 members 
Entering Unmasked Estep 
Score: -35640608.000000 Penalty: 6239.887695
	Iteration 25Q: 3 clusters Score -3.564061e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59331 members 
Mstep: Class 2 contains 231477 members 
Entering Unmasked Estep 
Score: -35641528.000000 Penalty: 6239.887695
	Iteration 26Q: 3 clusters Score -3.564153e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 235302 members 
Entering Unmasked Estep 
Score: -35642484.000000 Penalty: 6239.887695
	Iteration 27Q: 3 clusters Score -3.564248e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 239236 members 
Entering Unmasked Estep 
Score: -35643352.000000 Penalty: 6239.887695
	Iteration 28Q: 3 clusters Score -3.564335e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 243136 members 
Entering Unmasked Estep 
Score: -35644444.000000 Penalty: 6239.887695
	Iteration 29Q: 3 clusters Score -3.564444e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 246968 members 
Entering Unmasked Estep 
Score: -35645788.000000 Penalty: 6239.887695
	Iteration 30Q: 3 clusters Score -3.564579e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 250765 members 
Entering Unmasked Estep 
Score: -35646696.000000 Penalty: 6239.887695
	Iteration 31Q: 3 clusters Score -3.56467e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 254431 members 
Entering Unmasked Estep 
Score: -35647792.000000 Penalty: 6239.887695
	Iteration 32Q: 3 clusters Score -3.564779e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 258032 members 
Entering Unmasked Estep 
Score: -35648972.000000 Penalty: 6239.887695
	Iteration 33Q: 3 clusters Score -3.564897e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 261675 members 
Entering Unmasked Estep 
Score: -35650380.000000 Penalty: 6239.887695
	Iteration 34Q: 3 clusters Score -3.565038e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 265255 members 
Entering Unmasked Estep 
Score: -35651896.000000 Penalty: 6239.887695
	Iteration 35Q: 3 clusters Score -3.56519e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 268687 members 
Entering Unmasked Estep 
Score: -35653236.000000 Penalty: 6239.887695
	Iteration 36Q: 3 clusters Score -3.565324e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 271885 members 
Entering Unmasked Estep 
Score: -35654632.000000 Penalty: 6239.887695
	Iteration 37Q: 3 clusters Score -3.565463e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 274803 members 
Entering Unmasked Estep 
Score: -35655804.000000 Penalty: 6239.887695
	Iteration 38Q: 3 clusters Score -3.56558e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 277410 members 
Entering Unmasked Estep 
Score: -35656924.000000 Penalty: 6239.887695
	Iteration 39Q: 3 clusters Score -3.565692e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 279653 members 
Entering Unmasked Estep 
Score: -35657648.000000 Penalty: 6239.887695
	Iteration 40F: 3 clusters Score -3.565765e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 281503 members 
Entering Unmasked Estep 
Score: -35658608.000000 Penalty: 6239.887695
	Iteration 41Q: 3 clusters Score -3.565861e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 283040 members 
Entering Unmasked Estep 
Score: -35659216.000000 Penalty: 6239.887695
	Iteration 42Q: 3 clusters Score -3.565922e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 284270 members 
Entering Unmasked Estep 
Score: -35659772.000000 Penalty: 6239.887695
	Iteration 43Q: 3 clusters Score -3.565977e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 285216 members 
Entering Unmasked Estep 
Score: -35659976.000000 Penalty: 6239.887695
	Iteration 44Q: 3 clusters Score -3.565998e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 285947 members 
Entering Unmasked Estep 
Score: -35660328.000000 Penalty: 6239.887695
	Iteration 45Q: 3 clusters Score -3.566033e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 286502 members 
Entering Unmasked Estep 
Score: -35660664.000000 Penalty: 6239.887695
	Iteration 46Q: 3 clusters Score -3.566066e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 286925 members 
Entering Unmasked Estep 
Score: -35660768.000000 Penalty: 6239.887695
	Iteration 47Q: 3 clusters Score -3.566077e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 287277 members 
Entering Unmasked Estep 
Score: -35660920.000000 Penalty: 6239.887695
	Iteration 48Q: 3 clusters Score -3.566092e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 287540 members 
Entering Unmasked Estep 
Score: -35660992.000000 Penalty: 6239.887695
	Iteration 49Q: 3 clusters Score -3.566099e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 287743 members 
Entering Unmasked Estep 
Score: -35661012.000000 Penalty: 6239.887695
	Iteration 50Q: 3 clusters Score -3.566101e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 287913 members 
Entering Unmasked Estep 
Score: -35661084.000000 Penalty: 6239.887695
	Iteration 51Q: 3 clusters Score -3.566108e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 288042 members 
Entering Unmasked Estep 
Score: -35661140.000000 Penalty: 6239.887695
	Iteration 52Q: 3 clusters Score -3.566114e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 288127 members 
Entering Unmasked Estep 
Score: -35661144.000000 Penalty: 6239.887695
	Iteration 53Q: 3 clusters Score -3.566114e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 288213 members 
Entering Unmasked Estep 
Score: -35661232.000000 Penalty: 6239.887695
	Iteration 54Q: 3 clusters Score -3.566123e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 288275 members 
Entering Unmasked Estep 
Score: -35661236.000000 Penalty: 6239.887695
	Iteration 55Q: 3 clusters Score -3.566124e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 288344 members 
Entering Unmasked Estep 
Score: -35661264.000000 Penalty: 6239.887695
	Iteration 56Q: 3 clusters Score -3.566126e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 288402 members 
Entering Unmasked Estep 
Score: -35661272.000000 Penalty: 6239.887695
	Iteration 57Q: 3 clusters Score -3.566127e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 288445 members 
Entering Unmasked Estep 
Score: -35661264.000000 Penalty: 6239.887695
	Iteration 58Q: 3 clusters Score -3.566126e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 288490 members 
Entering Unmasked Estep 
Score: -35661292.000000 Penalty: 6239.887695
	Iteration 59Q: 3 clusters Score -3.566129e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 288522 members 
Entering Unmasked Estep 
Score: -35661316.000000 Penalty: 6239.887695
	Iteration 60F: 3 clusters Score -3.566132e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 288551 members 
Entering Unmasked Estep 
Score: -35661308.000000 Penalty: 6239.887695
	Iteration 61Q: 3 clusters Score -3.566131e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 288583 members 
Entering Unmasked Estep 
Score: -35661300.000000 Penalty: 6239.887695
	Iteration 62Q: 3 clusters Score -3.56613e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 288613 members 
Entering Unmasked Estep 
Score: -35661300.000000 Penalty: 6239.887695
	Iteration 63Q: 3 clusters Score -3.56613e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 288630 members 
Entering Unmasked Estep 
Score: -35661308.000000 Penalty: 6239.887695
	Iteration 64Q: 3 clusters Score -3.566131e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 288643 members 
Entering Unmasked Estep 
Score: -35661320.000000 Penalty: 6239.887695
	Iteration 65Q: 3 clusters Score -3.566132e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 288656 members 
Entering Unmasked Estep 
Score: -35661288.000000 Penalty: 6239.887695
	Iteration 66Q: 3 clusters Score -3.566129e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 288675 members 
Entering Unmasked Estep 
Score: -35661284.000000 Penalty: 6239.887695
	Iteration 67Q: 3 clusters Score -3.566128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 288695 members 
Entering Unmasked Estep 
Score: -35661304.000000 Penalty: 6239.887695
	Iteration 68Q: 3 clusters Score -3.56613e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 288721 members 
Entering Unmasked Estep 
Score: -35661304.000000 Penalty: 6239.887695
	Iteration 69Q: 3 clusters Score -3.56613e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 288736 members 
Entering Unmasked Estep 
Score: -35661328.000000 Penalty: 6239.887695
	Iteration 70Q: 3 clusters Score -3.566133e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 288749 members 
Entering Unmasked Estep 
Score: -35661344.000000 Penalty: 6239.887695
	Iteration 71Q: 3 clusters Score -3.566134e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 288758 members 
Entering Unmasked Estep 
Score: -35661308.000000 Penalty: 6239.887695
	Iteration 72Q: 3 clusters Score -3.566131e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 288764 members 
Entering Unmasked Estep 
Score: -35661312.000000 Penalty: 6239.887695
	Iteration 73Q: 3 clusters Score -3.566131e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 288773 members 
Entering Unmasked Estep 
Score: -35661320.000000 Penalty: 6239.887695
	Iteration 74Q: 3 clusters Score -3.566132e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 288784 members 
Entering Unmasked Estep 
Score: -35661324.000000 Penalty: 6239.887695
	Iteration 75Q: 3 clusters Score -3.566132e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 288800 members 
Entering Unmasked Estep 
Score: -35661352.000000 Penalty: 6239.887695
	Iteration 76Q: 3 clusters Score -3.566135e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 288814 members 
Entering Unmasked Estep 
Score: -35661332.000000 Penalty: 6239.887695
	Iteration 77Q: 3 clusters Score -3.566133e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 288831 members 
Entering Unmasked Estep 
Score: -35661340.000000 Penalty: 6239.887695
	Iteration 78Q: 3 clusters Score -3.566134e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 288837 members 
Entering Unmasked Estep 
Score: -35661344.000000 Penalty: 6239.887695
	Iteration 79Q: 3 clusters Score -3.566134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 288844 members 
Entering Unmasked Estep 
Score: -35661320.000000 Penalty: 6239.887695
	Iteration 80F: 3 clusters Score -3.566132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 288844 members 
Entering Unmasked Estep 
Score: -35661328.000000 Penalty: 6239.887695
	Iteration 81Q: 3 clusters Score -3.566133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 288845 members 
Entering Unmasked Estep 
Score: -35661324.000000 Penalty: 6239.887695
	Iteration 82Q: 3 clusters Score -3.566132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 288845 members 
Entering Unmasked Estep 
Score: -35661320.000000 Penalty: 6239.887695
	Iteration 83Q: 3 clusters Score -3.566132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 288843 members 
Entering Unmasked Estep 
Score: -35661332.000000 Penalty: 6239.887695
	Iteration 84Q: 3 clusters Score -3.566133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 288844 members 
Entering Unmasked Estep 
Score: -35661336.000000 Penalty: 6239.887695
	Iteration 85Q: 3 clusters Score -3.566134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 288845 members 
Entering Unmasked Estep 
Score: -35661336.000000 Penalty: 6239.887695
	Iteration 86Q: 3 clusters Score -3.566134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 288845 members 
Entering Unmasked Estep 
Score: -35661336.000000 Penalty: 6239.887695
	Iteration 87F: 3 clusters Score -3.566134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2981 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 38745 members 
Mstep: Class 6 contains 69853 members 
Mstep: Class 7 contains 33544 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 233412 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 36995 members 
Mstep: Class 12 contains 12777 members 
Mstep: Class 13 contains 4043 members 
Mstep: Class 14 contains 1694 members 
Mstep: Class 16 contains 234738 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 99446 members 
Mstep: Class 19 contains 4593 members 
Mstep: Class 20 contains 5924 members 
Mstep: Class 22 contains 65355 members 
Mstep: Class 23 contains 1855 members 
Mstep: Class 24 contains 290808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147968304.000000 Penalty: 104421.156250
Iteration 39Q: 31 clusters Score -1.479683e+08 nChanged 15241
Entering Unmasked Mstep 
Mstep: Class 0 contains 858 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3023 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 39130 members 
Mstep: Class 6 contains 69553 members 
Mstep: Class 7 contains 35714 members 
Mstep: Class 8 contains 4023 members 
Mstep: Class 9 contains 235476 members 
Mstep: Class 10 contains 3048 members 
Mstep: Class 11 contains 36578 members 
Mstep: Class 12 contains 12724 members 
Mstep: Class 13 contains 4583 members 
Mstep: Class 14 contains 1697 members 
Mstep: Class 15 contains 50292 members 
Mstep: Class 16 contains 234246 members 
Mstep: Class 17 contains 1925 members 
Mstep: Class 18 contains 99149 members 
Mstep: Class 19 contains 4580 members 
Mstep: Class 20 contains 6066 members 
Mstep: Class 21 contains 1188 members 
Mstep: Class 22 contains 65030 members 
Mstep: Class 23 contains 2064 members 
Mstep: Class 24 contains 288465 members 
Mstep: Class 25 contains 12708 members 
Mstep: Class 26 contains 17663 members 
Mstep: Class 27 contains 1238 members 
Mstep: Class 28 contains 1005 members 
Mstep: Class 29 contains 7086 members 
Mstep: Class 30 contains 2394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147978496.000000 Penalty: 104421.156250
Iteration 40F: 31 clusters Score -1.479785e+08 nChanged 14539
Entering Unmasked Mstep 
Mstep: Class 0 contains 816 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 39116 members 
Mstep: Class 6 contains 69274 members 
Mstep: Class 7 contains 36519 members 
Mstep: Class 8 contains 3957 members 
Mstep: Class 9 contains 236994 members 
Mstep: Class 10 contains 3437 members 
Mstep: Class 11 contains 36011 members 
Mstep: Class 12 contains 12768 members 
Mstep: Class 13 contains 4933 members 
Mstep: Class 14 contains 1698 members 
Mstep: Class 15 contains 51186 members 
Mstep: Class 16 contains 233283 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 98874 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 64687 members 
Mstep: Class 23 contains 2164 members 
Mstep: Class 24 contains 285507 members 
Mstep: Class 25 contains 12726 members 
Mstep: Class 26 contains 18684 members 
Mstep: Class 27 contains 1221 members 
Mstep: Class 28 contains 1023 members 
Mstep: Class 29 contains 7489 members 
Mstep: Class 30 contains 2766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147983888.000000 Penalty: 104421.156250
Iteration 41Q: 31 clusters Score -1.479839e+08 nChanged 11498
Entering Unmasked Mstep 
Mstep: Class 0 contains 812 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3159 members 
Mstep: Class 3 contains 1699 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 39328 members 
Mstep: Class 6 contains 69046 members 
Mstep: Class 7 contains 37231 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 238003 members 
Mstep: Class 10 contains 3778 members 
Mstep: Class 11 contains 35572 members 
Mstep: Class 12 contains 12887 members 
Mstep: Class 13 contains 5190 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 51696 members 
Mstep: Class 16 contains 232412 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 98565 members 
Mstep: Class 19 contains 4557 members 
Mstep: Class 20 contains 5323 members 
Mstep: Class 21 contains 1233 members 
Mstep: Class 22 contains 64368 members 
Mstep: Class 23 contains 2261 members 
Mstep: Class 24 contains 283414 members 
Mstep: Class 25 contains 12745 members 
Mstep: Class 26 contains 19448 members 
Mstep: Class 27 contains 1212 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 7706 members 
Mstep: Class 30 contains 3041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147987008.000000 Penalty: 104421.156250
Iteration 42Q: 31 clusters Score -1.47987e+08 nChanged 9891
Entering Unmasked Mstep 
Mstep: Class 0 contains 812 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3258 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 1718 members 
Mstep: Class 5 contains 39601 members 
Mstep: Class 6 contains 68810 members 
Mstep: Class 7 contains 37782 members 
Mstep: Class 8 contains 3880 members 
Mstep: Class 9 contains 238662 members 
Mstep: Class 10 contains 4092 members 
Mstep: Class 11 contains 35213 members 
Mstep: Class 12 contains 13017 members 
Mstep: Class 13 contains 5379 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 52105 members 
Mstep: Class 16 contains 231767 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 98270 members 
Mstep: Class 19 contains 4550 members 
Mstep: Class 20 contains 5098 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 64082 members 
Mstep: Class 23 contains 2321 members 
Mstep: Class 24 contains 281775 members 
Mstep: Class 25 contains 12749 members 
Mstep: Class 26 contains 20034 members 
Mstep: Class 27 contains 1207 members 
Mstep: Class 28 contains 1017 members 
Mstep: Class 29 contains 7932 members 
Mstep: Class 30 contains 3265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147989600.000000 Penalty: 104421.156250
Iteration 43Q: 31 clusters Score -1.479896e+08 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 812 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3358 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 39892 members 
Mstep: Class 6 contains 68572 members 
Mstep: Class 7 contains 38246 members 
Mstep: Class 8 contains 3852 members 
Mstep: Class 9 contains 238905 members 
Mstep: Class 10 contains 4360 members 
Mstep: Class 11 contains 34927 members 
Mstep: Class 12 contains 13108 members 
Mstep: Class 13 contains 5528 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 52414 members 
Mstep: Class 16 contains 231210 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 97987 members 
Mstep: Class 19 contains 4545 members 
Mstep: Class 20 contains 4884 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 63840 members 
Mstep: Class 23 contains 2369 members 
Mstep: Class 24 contains 280683 members 
Mstep: Class 25 contains 12736 members 
Mstep: Class 26 contains 20600 members 
Mstep: Class 27 contains 1204 members 
Mstep: Class 28 contains 1016 members 
Mstep: Class 29 contains 8146 members 
Mstep: Class 30 contains 3481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147990816.000000 Penalty: 104421.156250
Iteration 44Q: 31 clusters Score -1.479908e+08 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 812 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3436 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 40213 members 
Mstep: Class 6 contains 68415 members 
Mstep: Class 7 contains 38629 members 
Mstep: Class 8 contains 3834 members 
Mstep: Class 9 contains 238918 members 
Mstep: Class 10 contains 4574 members 
Mstep: Class 11 contains 34647 members 
Mstep: Class 12 contains 13143 members 
Mstep: Class 13 contains 5666 members 
Mstep: Class 14 contains 1708 members 
Mstep: Class 15 contains 52694 members 
Mstep: Class 16 contains 230811 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 97634 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 4695 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 63643 members 
Mstep: Class 23 contains 2409 members 
Mstep: Class 24 contains 279919 members 
Mstep: Class 25 contains 12723 members 
Mstep: Class 26 contains 21111 members 
Mstep: Class 27 contains 1199 members 
Mstep: Class 28 contains 1015 members 
Mstep: Class 29 contains 8320 members 
Mstep: Class 30 contains 3667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147992176.000000 Penalty: 104421.156250
Iteration 45Q: 31 clusters Score -1.479922e+08 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 812 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3497 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 40498 members 
Mstep: Class 6 contains 68322 members 
Mstep: Class 7 contains 38917 members 
Mstep: Class 8 contains 3823 members 
Mstep: Class 9 contains 238788 members 
Mstep: Class 10 contains 4747 members 
Mstep: Class 11 contains 34382 members 
Mstep: Class 12 contains 13176 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 1708 members 
Mstep: Class 15 contains 52962 members 
Mstep: Class 16 contains 230538 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 97311 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 4528 members 
Mstep: Class 21 contains 1271 members 
Mstep: Class 22 contains 63486 members 
Mstep: Class 23 contains 2446 members 
Mstep: Class 24 contains 279310 members 
Mstep: Class 25 contains 12711 members 
Mstep: Class 26 contains 21606 members 
Mstep: Class 27 contains 1193 members 
Mstep: Class 28 contains 1015 members 
Mstep: Class 29 contains 8453 members 
Mstep: Class 30 contains 3826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147993088.000000 Penalty: 104421.156250
Iteration 46Q: 31 clusters Score -1.479931e+08 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 812 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3548 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 40752 members 
Mstep: Class 6 contains 68256 members 
Mstep: Class 7 contains 39178 members 
Mstep: Class 8 contains 3815 members 
Mstep: Class 9 contains 238524 members 
Mstep: Class 10 contains 4905 members 
Mstep: Class 11 contains 34154 members 
Mstep: Class 12 contains 13137 members 
Mstep: Class 13 contains 5861 members 
Mstep: Class 14 contains 1708 members 
Mstep: Class 15 contains 53235 members 
Mstep: Class 16 contains 230385 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 96979 members 
Mstep: Class 19 contains 4537 members 
Mstep: Class 20 contains 4354 members 
Mstep: Class 21 contains 1277 members 
Mstep: Class 22 contains 63363 members 
Mstep: Class 23 contains 2474 members 
Mstep: Class 24 contains 278905 members 
Mstep: Class 25 contains 12697 members 
Mstep: Class 26 contains 22031 members 
Mstep: Class 27 contains 1191 members 
Mstep: Class 28 contains 1015 members 
Mstep: Class 29 contains 8562 members 
Mstep: Class 30 contains 3981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147994224.000000 Penalty: 104421.156250
Iteration 47Q: 31 clusters Score -1.479942e+08 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 812 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3602 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 40995 members 
Mstep: Class 6 contains 68213 members 
Mstep: Class 7 contains 39425 members 
Mstep: Class 8 contains 3808 members 
Mstep: Class 9 contains 238179 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 33937 members 
Mstep: Class 12 contains 13095 members 
Mstep: Class 13 contains 5929 members 
Mstep: Class 14 contains 1708 members 
Mstep: Class 15 contains 53472 members 
Mstep: Class 16 contains 230330 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 96611 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 4205 members 
Mstep: Class 21 contains 1281 members 
Mstep: Class 22 contains 63276 members 
Mstep: Class 23 contains 2499 members 
Mstep: Class 24 contains 278670 members 
Mstep: Class 25 contains 12692 members 
Mstep: Class 26 contains 22414 members 
Mstep: Class 27 contains 1188 members 
Mstep: Class 28 contains 1015 members 
Mstep: Class 29 contains 8612 members 
Mstep: Class 30 contains 4104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147994704.000000 Penalty: 104421.156250
Iteration 48Q: 31 clusters Score -1.479947e+08 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 812 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3650 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 41210 members 
Mstep: Class 6 contains 68187 members 
Mstep: Class 7 contains 39666 members 
Mstep: Class 8 contains 3798 members 
Mstep: Class 9 contains 237789 members 
Mstep: Class 10 contains 5134 members 
Mstep: Class 11 contains 33739 members 
Mstep: Class 12 contains 13040 members 
Mstep: Class 13 contains 6003 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 53695 members 
Mstep: Class 16 contains 230316 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 96251 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 4077 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 63193 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 278532 members 
Mstep: Class 25 contains 12684 members 
Mstep: Class 26 contains 22727 members 
Mstep: Class 27 contains 1187 members 
Mstep: Class 28 contains 1015 members 
Mstep: Class 29 contains 8649 members 
Mstep: Class 30 contains 4226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147994768.000000 Penalty: 104421.156250
Iteration 49Q: 31 clusters Score -1.479948e+08 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 812 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3703 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 41409 members 
Mstep: Class 6 contains 68230 members 
Mstep: Class 7 contains 39837 members 
Mstep: Class 8 contains 3787 members 
Mstep: Class 9 contains 237429 members 
Mstep: Class 10 contains 5207 members 
Mstep: Class 11 contains 33562 members 
Mstep: Class 12 contains 13008 members 
Mstep: Class 13 contains 6046 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 53890 members 
Mstep: Class 16 contains 230212 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 95921 members 
Mstep: Class 19 contains 4535 members 
Mstep: Class 20 contains 3964 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 63118 members 
Mstep: Class 23 contains 2571 members 
Mstep: Class 24 contains 278488 members 
Mstep: Class 25 contains 12671 members 
Mstep: Class 26 contains 23031 members 
Mstep: Class 27 contains 1186 members 
Mstep: Class 28 contains 1015 members 
Mstep: Class 29 contains 8674 members 
Mstep: Class 30 contains 4338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147995456.000000 Penalty: 104421.156250
Iteration 50Q: 31 clusters Score -1.479955e+08 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 812 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3756 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 41547 members 
Mstep: Class 6 contains 68288 members 
Mstep: Class 7 contains 39978 members 
Mstep: Class 8 contains 3770 members 
Mstep: Class 9 contains 237071 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 33408 members 
Mstep: Class 12 contains 12968 members 
Mstep: Class 13 contains 6087 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 54051 members 
Mstep: Class 16 contains 230163 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 95612 members 
Mstep: Class 19 contains 4533 members 
Mstep: Class 20 contains 3880 members 
Mstep: Class 21 contains 1283 members 
Mstep: Class 22 contains 63064 members 
Mstep: Class 23 contains 2605 members 
Mstep: Class 24 contains 278506 members 
Mstep: Class 25 contains 12660 members 
Mstep: Class 26 contains 23264 members 
Mstep: Class 27 contains 1186 members 
Mstep: Class 28 contains 1015 members 
Mstep: Class 29 contains 8712 members 
Mstep: Class 30 contains 4441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147996224.000000 Penalty: 104421.156250
Iteration 51Q: 31 clusters Score -1.479962e+08 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 812 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3795 members 
Mstep: Class 3 contains 1691 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 41700 members 
Mstep: Class 6 contains 68355 members 
Mstep: Class 7 contains 40113 members 
Mstep: Class 8 contains 3760 members 
Mstep: Class 9 contains 236733 members 
Mstep: Class 10 contains 5303 members 
Mstep: Class 11 contains 33283 members 
Mstep: Class 12 contains 12908 members 
Mstep: Class 13 contains 6121 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 54218 members 
Mstep: Class 16 contains 230094 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 95345 members 
Mstep: Class 19 contains 4533 members 
Mstep: Class 20 contains 3828 members 
Mstep: Class 21 contains 1284 members 
Mstep: Class 22 contains 63018 members 
Mstep: Class 23 contains 2630 members 
Mstep: Class 24 contains 278519 members 
Mstep: Class 25 contains 12655 members 
Mstep: Class 26 contains 23454 members 
Mstep: Class 27 contains 1186 members 
Mstep: Class 28 contains 1015 members 
Mstep: Class 29 contains 8733 members 
Mstep: Class 30 contains 4527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147996256.000000 Penalty: 104421.156250
Iteration 52Q: 31 clusters Score -1.479963e+08 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 812 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3829 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 41829 members 
Mstep: Class 6 contains 68431 members 
Mstep: Class 7 contains 40216 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 236456 members 
Mstep: Class 10 contains 5336 members 
Mstep: Class 11 contains 33172 members 
Mstep: Class 12 contains 12867 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 54388 members 
Mstep: Class 16 contains 229987 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 95091 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 3792 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 62986 members 
Mstep: Class 23 contains 2654 members 
Mstep: Class 24 contains 278498 members 
Mstep: Class 25 contains 12652 members 
Mstep: Class 26 contains 23645 members 
Mstep: Class 27 contains 1186 members 
Mstep: Class 28 contains 1015 members 
Mstep: Class 29 contains 8745 members 
Mstep: Class 30 contains 4612 members 
Entering Unmasked Estep 
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Iteration 53Q: 31 clusters Score -1.479971e+08 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 812 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3850 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 1719 members 
Mstep: Class 5 contains 41965 members 
Mstep: Class 6 contains 68507 members 
Mstep: Class 7 contains 40322 members 
Mstep: Class 8 contains 3741 members 
Mstep: Class 9 contains 236228 members 
Mstep: Class 10 contains 5365 members 
Mstep: Class 11 contains 33050 members 
Mstep: Class 12 contains 12847 members 
Mstep: Class 13 contains 6161 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 54541 members 
Mstep: Class 16 contains 229874 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 94857 members 
Mstep: Class 19 contains 4534 members 
Mstep: Class 20 contains 3776 members 
Mstep: Class 21 contains 1290 members 
Mstep: Class 22 contains 62954 members 
Mstep: Class 23 contains 2682 members 
Mstep: Class 24 contains 278477 members 
Mstep: Class 25 contains 12640 members 
Mstep: Class 26 contains 23794 members 
Mstep: Class 27 contains 1186 members 
Mstep: Class 28 contains 1015 members 
Mstep: Class 29 contains 8772 members 
Mstep: Class 30 contains 4686 members 
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Iteration 54Q: 31 clusters Score -1.479974e+08 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 812 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3866 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 1720 members 
Mstep: Class 5 contains 42121 members 
Mstep: Class 6 contains 68564 members 
Mstep: Class 7 contains 40439 members 
Mstep: Class 8 contains 3728 members 
Mstep: Class 9 contains 236036 members 
Mstep: Class 10 contains 5390 members 
Mstep: Class 11 contains 32957 members 
Mstep: Class 12 contains 12815 members 
Mstep: Class 13 contains 6177 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 54705 members 
Mstep: Class 16 contains 229810 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 94565 members 
Mstep: Class 19 contains 4528 members 
Mstep: Class 20 contains 3767 members 
Mstep: Class 21 contains 1290 members 
Mstep: Class 22 contains 62925 members 
Mstep: Class 23 contains 2706 members 
Mstep: Class 24 contains 278442 members 
Mstep: Class 25 contains 12640 members 
Mstep: Class 26 contains 23894 members 
Mstep: Class 27 contains 1186 members 
Mstep: Class 28 contains 1015 members 
Mstep: Class 29 contains 8790 members 
Mstep: Class 30 contains 4757 members 
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Iteration 55Q: 31 clusters Score -1.479978e+08 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 812 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3883 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 42279 members 
Mstep: Class 6 contains 68605 members 
Mstep: Class 7 contains 40556 members 
Mstep: Class 8 contains 3704 members 
Mstep: Class 9 contains 235882 members 
Mstep: Class 10 contains 5419 members 
Mstep: Class 11 contains 32871 members 
Mstep: Class 12 contains 12765 members 
Mstep: Class 13 contains 6191 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 54850 members 
Mstep: Class 16 contains 229722 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 94307 members 
Mstep: Class 19 contains 4528 members 
Mstep: Class 20 contains 3762 members 
Mstep: Class 21 contains 1290 members 
Mstep: Class 22 contains 62902 members 
Mstep: Class 23 contains 2735 members 
Mstep: Class 24 contains 278411 members 
Mstep: Class 25 contains 12632 members 
Mstep: Class 26 contains 23989 members 
Mstep: Class 27 contains 1186 members 
Mstep: Class 28 contains 1015 members 
Mstep: Class 29 contains 8794 members 
Mstep: Class 30 contains 4831 members 
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Iteration 56Q: 31 clusters Score -1.479976e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 812 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3896 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 42418 members 
Mstep: Class 6 contains 68657 members 
Mstep: Class 7 contains 40653 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 235774 members 
Mstep: Class 10 contains 5451 members 
Mstep: Class 11 contains 32798 members 
Mstep: Class 12 contains 12719 members 
Mstep: Class 13 contains 6208 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 54986 members 
Mstep: Class 16 contains 229626 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 94055 members 
Mstep: Class 19 contains 4525 members 
Mstep: Class 20 contains 3754 members 
Mstep: Class 21 contains 1290 members 
Mstep: Class 22 contains 62878 members 
Mstep: Class 23 contains 2779 members 
Mstep: Class 24 contains 278367 members 
Mstep: Class 25 contains 12620 members 
Mstep: Class 26 contains 24074 members 
Mstep: Class 27 contains 1186 members 
Mstep: Class 28 contains 1015 members 
Mstep: Class 29 contains 8806 members 
Mstep: Class 30 contains 4910 members 
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Iteration 57Q: 31 clusters Score -1.479978e+08 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 812 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3912 members 
Mstep: Class 3 contains 1692 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 42554 members 
Mstep: Class 6 contains 68702 members 
Mstep: Class 7 contains 40761 members 
Mstep: Class 8 contains 3615 members 
Mstep: Class 9 contains 235707 members 
Mstep: Class 10 contains 5469 members 
Mstep: Class 11 contains 32739 members 
Mstep: Class 12 contains 12650 members 
Mstep: Class 13 contains 6220 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 55097 members 
Mstep: Class 16 contains 229503 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 93804 members 
Mstep: Class 19 contains 4524 members 
Mstep: Class 20 contains 3748 members 
Mstep: Class 21 contains 1290 members 
Mstep: Class 22 contains 62863 members 
Mstep: Class 23 contains 2833 members 
Mstep: Class 24 contains 278343 members 
Mstep: Class 25 contains 12613 members 
Mstep: Class 26 contains 24171 members 
Mstep: Class 27 contains 1186 members 
Mstep: Class 28 contains 1015 members 
Mstep: Class 29 contains 8807 members 
Mstep: Class 30 contains 4981 members 
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Iteration 58Q: 31 clusters Score -1.479981e+08 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 812 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3925 members 
Mstep: Class 3 contains 1694 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 42689 members 
Mstep: Class 6 contains 68734 members 
Mstep: Class 7 contains 40849 members 
Mstep: Class 8 contains 3584 members 
Mstep: Class 9 contains 235631 members 
Mstep: Class 10 contains 5498 members 
Mstep: Class 11 contains 32682 members 
Mstep: Class 12 contains 12607 members 
Mstep: Class 13 contains 6228 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 55189 members 
Mstep: Class 16 contains 229410 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 93576 members 
Mstep: Class 19 contains 4527 members 
Mstep: Class 20 contains 3739 members 
Mstep: Class 21 contains 1290 members 
Mstep: Class 22 contains 62845 members 
Mstep: Class 23 contains 2881 members 
Mstep: Class 24 contains 278303 members 
Mstep: Class 25 contains 12612 members 
Mstep: Class 26 contains 24242 members 
Mstep: Class 27 contains 1186 members 
Mstep: Class 28 contains 1015 members 
Mstep: Class 29 contains 8821 members 
Mstep: Class 30 contains 5042 members 
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Iteration 59Q: 31 clusters Score -1.479983e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 812 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3944 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 42821 members 
Mstep: Class 6 contains 68748 members 
Mstep: Class 7 contains 40925 members 
Mstep: Class 8 contains 3565 members 
Mstep: Class 9 contains 235605 members 
Mstep: Class 10 contains 5524 members 
Mstep: Class 11 contains 32638 members 
Mstep: Class 12 contains 12556 members 
Mstep: Class 13 contains 6238 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 55256 members 
Mstep: Class 16 contains 229368 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 93357 members 
Mstep: Class 19 contains 4528 members 
Mstep: Class 20 contains 3735 members 
Mstep: Class 21 contains 1291 members 
Mstep: Class 22 contains 62820 members 
Mstep: Class 23 contains 2905 members 
Mstep: Class 24 contains 278259 members 
Mstep: Class 25 contains 12612 members 
Mstep: Class 26 contains 24305 members 
Mstep: Class 27 contains 1186 members 
Mstep: Class 28 contains 1015 members 
Mstep: Class 29 contains 8812 members 
Mstep: Class 30 contains 5088 members 
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Iteration 60F: 31 clusters Score -1.479985e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3958 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 42914 members 
Mstep: Class 6 contains 68760 members 
Mstep: Class 7 contains 40996 members 
Mstep: Class 8 contains 3555 members 
Mstep: Class 9 contains 235560 members 
Mstep: Class 10 contains 5562 members 
Mstep: Class 11 contains 32604 members 
Mstep: Class 12 contains 12478 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 55318 members 
Mstep: Class 16 contains 229337 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 93142 members 
Mstep: Class 19 contains 4529 members 
Mstep: Class 20 contains 3730 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 62801 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 278257 members 
Mstep: Class 25 contains 12613 members 
Mstep: Class 26 contains 24362 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1019 members 
Mstep: Class 29 contains 8811 members 
Mstep: Class 30 contains 5141 members 
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Iteration 61Q: 31 clusters Score -1.479987e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 1709 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 43024 members 
Mstep: Class 6 contains 68757 members 
Mstep: Class 7 contains 41064 members 
Mstep: Class 8 contains 3543 members 
Mstep: Class 9 contains 235582 members 
Mstep: Class 10 contains 5600 members 
Mstep: Class 11 contains 32564 members 
Mstep: Class 12 contains 12405 members 
Mstep: Class 13 contains 6249 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 55376 members 
Mstep: Class 16 contains 229324 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 92946 members 
Mstep: Class 19 contains 4531 members 
Mstep: Class 20 contains 3725 members 
Mstep: Class 21 contains 1308 members 
Mstep: Class 22 contains 62787 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 278158 members 
Mstep: Class 25 contains 12616 members 
Mstep: Class 26 contains 24423 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8803 members 
Mstep: Class 30 contains 5179 members 
Entering Unmasked Estep 
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Iteration 62Q: 31 clusters Score -1.47999e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3986 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 43114 members 
Mstep: Class 6 contains 68754 members 
Mstep: Class 7 contains 41120 members 
Mstep: Class 8 contains 3541 members 
Mstep: Class 9 contains 235636 members 
Mstep: Class 10 contains 5631 members 
Mstep: Class 11 contains 32537 members 
Mstep: Class 12 contains 12342 members 
Mstep: Class 13 contains 6252 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 55434 members 
Mstep: Class 16 contains 229308 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 92741 members 
Mstep: Class 19 contains 4527 members 
Mstep: Class 20 contains 3723 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 62770 members 
Mstep: Class 23 contains 2978 members 
Mstep: Class 24 contains 278064 members 
Mstep: Class 25 contains 12622 members 
Mstep: Class 26 contains 24481 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8798 members 
Mstep: Class 30 contains 5225 members 
Entering Unmasked Estep 
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Iteration 63Q: 31 clusters Score -1.479991e+08 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3996 members 
Mstep: Class 3 contains 1710 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 43198 members 
Mstep: Class 6 contains 68750 members 
Mstep: Class 7 contains 41176 members 
Mstep: Class 8 contains 3536 members 
Mstep: Class 9 contains 235672 members 
Mstep: Class 10 contains 5665 members 
Mstep: Class 11 contains 32513 members 
Mstep: Class 12 contains 12263 members 
Mstep: Class 13 contains 6258 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 55492 members 
Mstep: Class 16 contains 229349 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 92539 members 
Mstep: Class 19 contains 4528 members 
Mstep: Class 20 contains 3720 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62757 members 
Mstep: Class 23 contains 2985 members 
Mstep: Class 24 contains 277984 members 
Mstep: Class 25 contains 12625 members 
Mstep: Class 26 contains 24526 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8796 members 
Mstep: Class 30 contains 5252 members 
Entering Unmasked Estep 
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Iteration 64Q: 31 clusters Score -1.479993e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4006 members 
Mstep: Class 3 contains 1714 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 43285 members 
Mstep: Class 6 contains 68751 members 
Mstep: Class 7 contains 41217 members 
Mstep: Class 8 contains 3531 members 
Mstep: Class 9 contains 235752 members 
Mstep: Class 10 contains 5693 members 
Mstep: Class 11 contains 32502 members 
Mstep: Class 12 contains 12203 members 
Mstep: Class 13 contains 6258 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 55532 members 
Mstep: Class 16 contains 229363 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 92352 members 
Mstep: Class 19 contains 4529 members 
Mstep: Class 20 contains 3717 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62754 members 
Mstep: Class 23 contains 2989 members 
Mstep: Class 24 contains 277858 members 
Mstep: Class 25 contains 12627 members 
Mstep: Class 26 contains 24569 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8792 members 
Mstep: Class 30 contains 5296 members 
Entering Unmasked Estep 
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Iteration 65Q: 31 clusters Score -1.479993e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4014 members 
Mstep: Class 3 contains 1721 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 43387 members 
Mstep: Class 6 contains 68756 members 
Mstep: Class 7 contains 41258 members 
Mstep: Class 8 contains 3534 members 
Mstep: Class 9 contains 235846 members 
Mstep: Class 10 contains 5711 members 
Mstep: Class 11 contains 32482 members 
Mstep: Class 12 contains 12132 members 
Mstep: Class 13 contains 6265 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 55590 members 
Mstep: Class 16 contains 229374 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 92175 members 
Mstep: Class 19 contains 4529 members 
Mstep: Class 20 contains 3714 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62742 members 
Mstep: Class 23 contains 2995 members 
Mstep: Class 24 contains 277717 members 
Mstep: Class 25 contains 12625 members 
Mstep: Class 26 contains 24609 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8782 members 
Mstep: Class 30 contains 5332 members 
Entering Unmasked Estep 
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Iteration 66Q: 31 clusters Score -1.479992e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4021 members 
Mstep: Class 3 contains 1722 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 43524 members 
Mstep: Class 6 contains 68738 members 
Mstep: Class 7 contains 41285 members 
Mstep: Class 8 contains 3534 members 
Mstep: Class 9 contains 235923 members 
Mstep: Class 10 contains 5733 members 
Mstep: Class 11 contains 32458 members 
Mstep: Class 12 contains 12069 members 
Mstep: Class 13 contains 6272 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 55641 members 
Mstep: Class 16 contains 229370 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 92000 members 
Mstep: Class 19 contains 4531 members 
Mstep: Class 20 contains 3713 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62730 members 
Mstep: Class 23 contains 2996 members 
Mstep: Class 24 contains 277620 members 
Mstep: Class 25 contains 12627 members 
Mstep: Class 26 contains 24652 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8776 members 
Mstep: Class 30 contains 5355 members 
Entering Unmasked Estep 
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Iteration 67Q: 31 clusters Score -1.479991e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4030 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 43621 members 
Mstep: Class 6 contains 68738 members 
Mstep: Class 7 contains 41311 members 
Mstep: Class 8 contains 3534 members 
Mstep: Class 9 contains 236003 members 
Mstep: Class 10 contains 5760 members 
Mstep: Class 11 contains 32450 members 
Mstep: Class 12 contains 12009 members 
Mstep: Class 13 contains 6278 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 55679 members 
Mstep: Class 16 contains 229390 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 91821 members 
Mstep: Class 19 contains 4533 members 
Mstep: Class 20 contains 3712 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62725 members 
Mstep: Class 23 contains 2999 members 
Mstep: Class 24 contains 277503 members 
Mstep: Class 25 contains 12628 members 
Mstep: Class 26 contains 24692 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8764 members 
Mstep: Class 30 contains 5381 members 
Entering Unmasked Estep 
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Iteration 68Q: 31 clusters Score -1.47999e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4041 members 
Mstep: Class 3 contains 1731 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 43709 members 
Mstep: Class 6 contains 68728 members 
Mstep: Class 7 contains 41339 members 
Mstep: Class 8 contains 3531 members 
Mstep: Class 9 contains 236093 members 
Mstep: Class 10 contains 5776 members 
Mstep: Class 11 contains 32444 members 
Mstep: Class 12 contains 11952 members 
Mstep: Class 13 contains 6285 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 55706 members 
Mstep: Class 16 contains 229413 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 91646 members 
Mstep: Class 19 contains 4534 members 
Mstep: Class 20 contains 3712 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62715 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 277392 members 
Mstep: Class 25 contains 12633 members 
Mstep: Class 26 contains 24742 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8760 members 
Mstep: Class 30 contains 5400 members 
Entering Unmasked Estep 
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Iteration 69Q: 31 clusters Score -1.479992e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4049 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 43831 members 
Mstep: Class 6 contains 68726 members 
Mstep: Class 7 contains 41371 members 
Mstep: Class 8 contains 3532 members 
Mstep: Class 9 contains 236223 members 
Mstep: Class 10 contains 5793 members 
Mstep: Class 11 contains 32434 members 
Mstep: Class 12 contains 11897 members 
Mstep: Class 13 contains 6292 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 55734 members 
Mstep: Class 16 contains 229402 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 91473 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62703 members 
Mstep: Class 23 contains 3017 members 
Mstep: Class 24 contains 277250 members 
Mstep: Class 25 contains 12637 members 
Mstep: Class 26 contains 24780 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8744 members 
Mstep: Class 30 contains 5414 members 
Entering Unmasked Estep 
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Iteration 70Q: 31 clusters Score -1.479993e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4056 members 
Mstep: Class 3 contains 1746 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 43940 members 
Mstep: Class 6 contains 68727 members 
Mstep: Class 7 contains 41398 members 
Mstep: Class 8 contains 3532 members 
Mstep: Class 9 contains 236317 members 
Mstep: Class 10 contains 5803 members 
Mstep: Class 11 contains 32435 members 
Mstep: Class 12 contains 11835 members 
Mstep: Class 13 contains 6294 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 55767 members 
Mstep: Class 16 contains 229400 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 91301 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62698 members 
Mstep: Class 23 contains 3024 members 
Mstep: Class 24 contains 277152 members 
Mstep: Class 25 contains 12645 members 
Mstep: Class 26 contains 24815 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8726 members 
Mstep: Class 30 contains 5431 members 
Entering Unmasked Estep 
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Iteration 71Q: 31 clusters Score -1.479995e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4061 members 
Mstep: Class 3 contains 1755 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 44080 members 
Mstep: Class 6 contains 68728 members 
Mstep: Class 7 contains 41413 members 
Mstep: Class 8 contains 3534 members 
Mstep: Class 9 contains 236412 members 
Mstep: Class 10 contains 5812 members 
Mstep: Class 11 contains 32439 members 
Mstep: Class 12 contains 11765 members 
Mstep: Class 13 contains 6298 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 55805 members 
Mstep: Class 16 contains 229409 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 91104 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 3712 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62688 members 
Mstep: Class 23 contains 3031 members 
Mstep: Class 24 contains 277059 members 
Mstep: Class 25 contains 12653 members 
Mstep: Class 26 contains 24844 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8704 members 
Mstep: Class 30 contains 5447 members 
Entering Unmasked Estep 
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Iteration 72Q: 31 clusters Score -1.479993e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 44237 members 
Mstep: Class 6 contains 68726 members 
Mstep: Class 7 contains 41424 members 
Mstep: Class 8 contains 3536 members 
Mstep: Class 9 contains 236505 members 
Mstep: Class 10 contains 5821 members 
Mstep: Class 11 contains 32439 members 
Mstep: Class 12 contains 11711 members 
Mstep: Class 13 contains 6300 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 55844 members 
Mstep: Class 16 contains 229391 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 90917 members 
Mstep: Class 19 contains 4537 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62676 members 
Mstep: Class 23 contains 3038 members 
Mstep: Class 24 contains 276966 members 
Mstep: Class 25 contains 12656 members 
Mstep: Class 26 contains 24875 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8676 members 
Mstep: Class 30 contains 5471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147999280.000000 Penalty: 104421.156250
Iteration 73Q: 31 clusters Score -1.479993e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4069 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 44369 members 
Mstep: Class 6 contains 68726 members 
Mstep: Class 7 contains 41436 members 
Mstep: Class 8 contains 3538 members 
Mstep: Class 9 contains 236571 members 
Mstep: Class 10 contains 5831 members 
Mstep: Class 11 contains 32437 members 
Mstep: Class 12 contains 11663 members 
Mstep: Class 13 contains 6304 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 55875 members 
Mstep: Class 16 contains 229402 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 90733 members 
Mstep: Class 19 contains 4537 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62667 members 
Mstep: Class 23 contains 3050 members 
Mstep: Class 24 contains 276884 members 
Mstep: Class 25 contains 12661 members 
Mstep: Class 26 contains 24908 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8652 members 
Mstep: Class 30 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147999040.000000 Penalty: 104421.156250
Iteration 74Q: 31 clusters Score -1.47999e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4071 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 44472 members 
Mstep: Class 6 contains 68720 members 
Mstep: Class 7 contains 41444 members 
Mstep: Class 8 contains 3539 members 
Mstep: Class 9 contains 236639 members 
Mstep: Class 10 contains 5838 members 
Mstep: Class 11 contains 32440 members 
Mstep: Class 12 contains 11608 members 
Mstep: Class 13 contains 6309 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 55919 members 
Mstep: Class 16 contains 229413 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 90568 members 
Mstep: Class 19 contains 4538 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62664 members 
Mstep: Class 23 contains 3062 members 
Mstep: Class 24 contains 276815 members 
Mstep: Class 25 contains 12664 members 
Mstep: Class 26 contains 24944 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8627 members 
Mstep: Class 30 contains 5502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147998768.000000 Penalty: 104421.156250
Iteration 75Q: 31 clusters Score -1.479988e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4074 members 
Mstep: Class 3 contains 1783 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 44595 members 
Mstep: Class 6 contains 68716 members 
Mstep: Class 7 contains 41450 members 
Mstep: Class 8 contains 3539 members 
Mstep: Class 9 contains 236725 members 
Mstep: Class 10 contains 5841 members 
Mstep: Class 11 contains 32434 members 
Mstep: Class 12 contains 11555 members 
Mstep: Class 13 contains 6310 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 55958 members 
Mstep: Class 16 contains 229421 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 90402 members 
Mstep: Class 19 contains 4537 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62655 members 
Mstep: Class 23 contains 3070 members 
Mstep: Class 24 contains 276735 members 
Mstep: Class 25 contains 12675 members 
Mstep: Class 26 contains 24978 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8611 members 
Mstep: Class 30 contains 5514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147999104.000000 Penalty: 104421.156250
Iteration 76Q: 31 clusters Score -1.479991e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4074 members 
Mstep: Class 3 contains 1786 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 44710 members 
Mstep: Class 6 contains 68707 members 
Mstep: Class 7 contains 41449 members 
Mstep: Class 8 contains 3541 members 
Mstep: Class 9 contains 236796 members 
Mstep: Class 10 contains 5845 members 
Mstep: Class 11 contains 32430 members 
Mstep: Class 12 contains 11506 members 
Mstep: Class 13 contains 6313 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 55997 members 
Mstep: Class 16 contains 229441 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 90210 members 
Mstep: Class 19 contains 4538 members 
Mstep: Class 20 contains 3710 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62649 members 
Mstep: Class 23 contains 3077 members 
Mstep: Class 24 contains 276678 members 
Mstep: Class 25 contains 12687 members 
Mstep: Class 26 contains 25012 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8594 members 
Mstep: Class 30 contains 5539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147999120.000000 Penalty: 104421.156250
Iteration 77Q: 31 clusters Score -1.479991e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 44807 members 
Mstep: Class 6 contains 68705 members 
Mstep: Class 7 contains 41450 members 
Mstep: Class 8 contains 3544 members 
Mstep: Class 9 contains 236866 members 
Mstep: Class 10 contains 5850 members 
Mstep: Class 11 contains 32423 members 
Mstep: Class 12 contains 11456 members 
Mstep: Class 13 contains 6317 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 56028 members 
Mstep: Class 16 contains 229457 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 90051 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3710 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62642 members 
Mstep: Class 23 contains 3080 members 
Mstep: Class 24 contains 276623 members 
Mstep: Class 25 contains 12693 members 
Mstep: Class 26 contains 25046 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8573 members 
Mstep: Class 30 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -147999136.000000 Penalty: 104421.156250
Iteration 78Q: 31 clusters Score -1.479991e+08 nChanged 745
Entering ConstructFrom: 
Score: -147999136.000000 Penalty: 104421.156250
Entering ConstructFrom: 
Trying to split cluster 1 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -65239.730469 Penalty: 1586.024902
	Iteration 0F: 2 clusters Score -65239.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63749.804688 Penalty: 3172.049805
	Iteration 0F: 3 clusters Score -63749.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64174.011719 Penalty: 3172.049805
	Iteration 1F: 3 clusters Score -64174.01 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -64501.671875 Penalty: 3172.049805
	Iteration 2F: 3 clusters Score -64501.67 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -64811.527344 Penalty: 3172.049805
	Iteration 3F: 3 clusters Score -64811.53 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -65322.984375 Penalty: 3172.049805
	Iteration 4F: 3 clusters Score -65322.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -65576.414062 Penalty: 3172.049805
	Iteration 5F: 3 clusters Score -65576.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -65946.062500 Penalty: 3172.049805
	Iteration 6Q: 3 clusters Score -65946.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -66138.648438 Penalty: 3172.049805
	Iteration 7Q: 3 clusters Score -66138.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -66150.476562 Penalty: 3172.049805
	Iteration 8Q: 3 clusters Score -66150.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -66150.476562 Penalty: 3172.049805
	Iteration 9F: 3 clusters Score -66150.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 44877 members 
Mstep: Class 6 contains 68701 members 
Mstep: Class 7 contains 41463 members 
Mstep: Class 8 contains 3545 members 
Mstep: Class 9 contains 236929 members 
Mstep: Class 10 contains 5855 members 
Mstep: Class 11 contains 32421 members 
Mstep: Class 12 contains 11419 members 
Mstep: Class 13 contains 6320 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 56049 members 
Mstep: Class 16 contains 229483 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 89917 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3710 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62637 members 
Mstep: Class 23 contains 3085 members 
Mstep: Class 24 contains 276553 members 
Mstep: Class 25 contains 12700 members 
Mstep: Class 26 contains 25067 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8561 members 
Mstep: Class 30 contains 5580 members 
Mstep: Class 31 contains 176 members 
Entering Unmasked Estep 
Score: -147998096.000000 Penalty: 107901.867188
Splitting cluster 1 changes total score from -147999136.000000 to -147998096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Entering Unmasked Estep 
Score: -474013.406250 Penalty: 2061.957031
	Iteration 0F: 2 clusters Score -474013.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -470140.218750 Penalty: 4123.914062
	Iteration 0F: 3 clusters Score -470140.2 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -471297.125000 Penalty: 4123.914062
	Iteration 1F: 3 clusters Score -471297.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -471706.750000 Penalty: 4123.914062
	Iteration 2F: 3 clusters Score -471706.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -471991.937500 Penalty: 4123.914062
	Iteration 3F: 3 clusters Score -471991.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -472207.718750 Penalty: 4123.914062
	Iteration 4F: 3 clusters Score -472207.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -472382.125000 Penalty: 4123.914062
	Iteration 5Q: 3 clusters Score -472382.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -472483.593750 Penalty: 4123.914062
	Iteration 6Q: 3 clusters Score -472483.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -472548.125000 Penalty: 4123.914062
	Iteration 7Q: 3 clusters Score -472548.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -472604.656250 Penalty: 4123.914062
	Iteration 8Q: 3 clusters Score -472604.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -472654.343750 Penalty: 4123.914062
	Iteration 9Q: 3 clusters Score -472654.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -472710.343750 Penalty: 4123.914062
	Iteration 10Q: 3 clusters Score -472710.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -472754.125000 Penalty: 4123.914062
	Iteration 11Q: 3 clusters Score -472754.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -472783.062500 Penalty: 4123.914062
	Iteration 12Q: 3 clusters Score -472783.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -472802.125000 Penalty: 4123.914062
	Iteration 13Q: 3 clusters Score -472802.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -472814.281250 Penalty: 4123.914062
	Iteration 14Q: 3 clusters Score -472814.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -472817.875000 Penalty: 4123.914062
	Iteration 15Q: 3 clusters Score -472817.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -472818.000000 Penalty: 4123.914062
	Iteration 16Q: 3 clusters Score -472818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -472819.468750 Penalty: 4123.914062
	Iteration 17Q: 3 clusters Score -472819.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -472821.812500 Penalty: 4123.914062
	Iteration 18Q: 3 clusters Score -472821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -472822.593750 Penalty: 4123.914062
	Iteration 19Q: 3 clusters Score -472822.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -472823.156250 Penalty: 4123.914062
	Iteration 20F: 3 clusters Score -472823.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -472825.562500 Penalty: 4123.914062
	Iteration 21Q: 3 clusters Score -472825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -472826.812500 Penalty: 4123.914062
	Iteration 22Q: 3 clusters Score -472826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -472827.687500 Penalty: 4123.914062
	Iteration 23Q: 3 clusters Score -472827.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -472827.812500 Penalty: 4123.914062
	Iteration 24Q: 3 clusters Score -472827.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -472828.406250 Penalty: 4123.914062
	Iteration 25Q: 3 clusters Score -472828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -472828.781250 Penalty: 4123.914062
	Iteration 26Q: 3 clusters Score -472828.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -472828.781250 Penalty: 4123.914062
	Iteration 27F: 3 clusters Score -472828.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Entering Unmasked Estep 
Score: -212296.265625 Penalty: 1857.928101
	Iteration 0F: 2 clusters Score -212296.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -209827.312500 Penalty: 3715.856201
	Iteration 0F: 3 clusters Score -209827.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -210234.437500 Penalty: 3715.856201
	Iteration 1F: 3 clusters Score -210234.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -210343.140625 Penalty: 3715.856201
	Iteration 2F: 3 clusters Score -210343.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -210411.109375 Penalty: 3715.856201
	Iteration 3Q: 3 clusters Score -210411.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -210442.046875 Penalty: 3715.856201
	Iteration 4Q: 3 clusters Score -210442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -210465.984375 Penalty: 3715.856201
	Iteration 5Q: 3 clusters Score -210466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -210489.515625 Penalty: 3715.856201
	Iteration 6Q: 3 clusters Score -210489.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -210513.375000 Penalty: 3715.856201
	Iteration 7Q: 3 clusters Score -210513.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -210533.875000 Penalty: 3715.856201
	Iteration 8Q: 3 clusters Score -210533.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -210548.984375 Penalty: 3715.856201
	Iteration 9Q: 3 clusters Score -210549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -210557.375000 Penalty: 3715.856201
	Iteration 10Q: 3 clusters Score -210557.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -210567.937500 Penalty: 3715.856201
	Iteration 11Q: 3 clusters Score -210567.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -210578.343750 Penalty: 3715.856201
	Iteration 12Q: 3 clusters Score -210578.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -210584.921875 Penalty: 3715.856201
	Iteration 13Q: 3 clusters Score -210584.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -210589.593750 Penalty: 3715.856201
	Iteration 14Q: 3 clusters Score -210589.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -210594.796875 Penalty: 3715.856201
	Iteration 15Q: 3 clusters Score -210594.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -210600.203125 Penalty: 3715.856201
	Iteration 16Q: 3 clusters Score -210600.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -210605.953125 Penalty: 3715.856201
	Iteration 17Q: 3 clusters Score -210606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -210608.593750 Penalty: 3715.856201
	Iteration 18Q: 3 clusters Score -210608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -210612.250000 Penalty: 3715.856201
	Iteration 19Q: 3 clusters Score -210612.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -210618.890625 Penalty: 3715.856201
	Iteration 20F: 3 clusters Score -210618.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -210624.390625 Penalty: 3715.856201
	Iteration 21Q: 3 clusters Score -210624.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -210627.734375 Penalty: 3715.856201
	Iteration 22Q: 3 clusters Score -210627.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -210632.375000 Penalty: 3715.856201
	Iteration 23Q: 3 clusters Score -210632.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -210633.953125 Penalty: 3715.856201
	Iteration 24Q: 3 clusters Score -210634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -210634.406250 Penalty: 3715.856201
	Iteration 25Q: 3 clusters Score -210634.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -210634.421875 Penalty: 3715.856201
	Iteration 26Q: 3 clusters Score -210634.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -210634.421875 Penalty: 3715.856201
	Iteration 27F: 3 clusters Score -210634.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Entering Unmasked Estep 
Score: -211114.781250 Penalty: 1847.763916
	Iteration 0F: 2 clusters Score -211114.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -208681.843750 Penalty: 3695.527832
	Iteration 0F: 3 clusters Score -208681.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -209114.796875 Penalty: 3695.527832
	Iteration 1F: 3 clusters Score -209114.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -209241.875000 Penalty: 3695.527832
	Iteration 2F: 3 clusters Score -209241.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -209395.421875 Penalty: 3695.527832
	Iteration 3Q: 3 clusters Score -209395.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -209484.687500 Penalty: 3695.527832
	Iteration 4Q: 3 clusters Score -209484.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -209548.062500 Penalty: 3695.527832
	Iteration 5Q: 3 clusters Score -209548.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -209584.578125 Penalty: 3695.527832
	Iteration 6Q: 3 clusters Score -209584.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -209614.187500 Penalty: 3695.527832
	Iteration 7Q: 3 clusters Score -209614.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -209644.234375 Penalty: 3695.527832
	Iteration 8Q: 3 clusters Score -209644.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -209670.484375 Penalty: 3695.527832
	Iteration 9Q: 3 clusters Score -209670.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -209689.234375 Penalty: 3695.527832
	Iteration 10Q: 3 clusters Score -209689.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -209704.093750 Penalty: 3695.527832
	Iteration 11Q: 3 clusters Score -209704.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -209717.937500 Penalty: 3695.527832
	Iteration 12Q: 3 clusters Score -209717.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -209734.171875 Penalty: 3695.527832
	Iteration 13Q: 3 clusters Score -209734.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -209761.203125 Penalty: 3695.527832
	Iteration 14Q: 3 clusters Score -209761.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -209797.625000 Penalty: 3695.527832
	Iteration 15Q: 3 clusters Score -209797.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -209826.687500 Penalty: 3695.527832
	Iteration 16Q: 3 clusters Score -209826.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -209854.718750 Penalty: 3695.527832
	Iteration 17Q: 3 clusters Score -209854.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -209879.140625 Penalty: 3695.527832
	Iteration 18Q: 3 clusters Score -209879.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -209898.906250 Penalty: 3695.527832
	Iteration 19Q: 3 clusters Score -209898.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -209914.015625 Penalty: 3695.527832
	Iteration 20F: 3 clusters Score -209914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -209930.640625 Penalty: 3695.527832
	Iteration 21Q: 3 clusters Score -209930.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -209948.953125 Penalty: 3695.527832
	Iteration 22Q: 3 clusters Score -209949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -209975.593750 Penalty: 3695.527832
	Iteration 23Q: 3 clusters Score -209975.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -209998.734375 Penalty: 3695.527832
	Iteration 24Q: 3 clusters Score -209998.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -210016.640625 Penalty: 3695.527832
	Iteration 25Q: 3 clusters Score -210016.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -210024.343750 Penalty: 3695.527832
	Iteration 26Q: 3 clusters Score -210024.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -210034.468750 Penalty: 3695.527832
	Iteration 27Q: 3 clusters Score -210034.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -210039.093750 Penalty: 3695.527832
	Iteration 28Q: 3 clusters Score -210039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -210045.046875 Penalty: 3695.527832
	Iteration 29Q: 3 clusters Score -210045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -210048.265625 Penalty: 3695.527832
	Iteration 30Q: 3 clusters Score -210048.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -210049.078125 Penalty: 3695.527832
	Iteration 31Q: 3 clusters Score -210049.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -210051.078125 Penalty: 3695.527832
	Iteration 32Q: 3 clusters Score -210051.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -210057.656250 Penalty: 3695.527832
	Iteration 33Q: 3 clusters Score -210057.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -210061.750000 Penalty: 3695.527832
	Iteration 34Q: 3 clusters Score -210061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -210064.359375 Penalty: 3695.527832
	Iteration 35Q: 3 clusters Score -210064.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -210065.484375 Penalty: 3695.527832
	Iteration 36Q: 3 clusters Score -210065.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -210070.593750 Penalty: 3695.527832
	Iteration 37Q: 3 clusters Score -210070.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -210075.140625 Penalty: 3695.527832
	Iteration 38Q: 3 clusters Score -210075.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -210080.968750 Penalty: 3695.527832
	Iteration 39Q: 3 clusters Score -210081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -210087.109375 Penalty: 3695.527832
	Iteration 40F: 3 clusters Score -210087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -210088.500000 Penalty: 3695.527832
	Iteration 41Q: 3 clusters Score -210088.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -210088.500000 Penalty: 3695.527832
	Iteration 42F: 3 clusters Score -210088.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Entering Unmasked Estep 
Score: -5118764.000000 Penalty: 2656.496826
	Iteration 0F: 2 clusters Score -5118764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -5088482.500000 Penalty: 5312.993652
	Iteration 0F: 3 clusters Score -5088482 nChanged 20529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -5100141.000000 Penalty: 5312.993652
	Iteration 1F: 3 clusters Score -5100141 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -5100808.000000 Penalty: 5312.993652
	Iteration 2Q: 3 clusters Score -5100808 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -5101573.000000 Penalty: 5312.993652
	Iteration 3Q: 3 clusters Score -5101573 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -5102478.000000 Penalty: 5312.993652
	Iteration 4Q: 3 clusters Score -5102478 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -5103670.000000 Penalty: 5312.993652
	Iteration 5Q: 3 clusters Score -5103670 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -5105198.000000 Penalty: 5312.993652
	Iteration 6F: 3 clusters Score -5105198 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -5107046.500000 Penalty: 5312.993652
	Iteration 7F: 3 clusters Score -5107046 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -5109030.000000 Penalty: 5312.993652
	Iteration 8F: 3 clusters Score -5109030 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -5110782.500000 Penalty: 5312.993652
	Iteration 9F: 3 clusters Score -5110782 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -5112055.000000 Penalty: 5312.993652
	Iteration 10Q: 3 clusters Score -5112055 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -5112756.500000 Penalty: 5312.993652
	Iteration 11Q: 3 clusters Score -5112756 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -5113260.500000 Penalty: 5312.993652
	Iteration 12Q: 3 clusters Score -5113260 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -5113734.000000 Penalty: 5312.993652
	Iteration 13Q: 3 clusters Score -5113734 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -5114134.000000 Penalty: 5312.993652
	Iteration 14Q: 3 clusters Score -5114134 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -5114565.000000 Penalty: 5312.993652
	Iteration 15Q: 3 clusters Score -5114565 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -5114979.000000 Penalty: 5312.993652
	Iteration 16Q: 3 clusters Score -5114979 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -5115386.000000 Penalty: 5312.993652
	Iteration 17Q: 3 clusters Score -5115386 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -5115831.500000 Penalty: 5312.993652
	Iteration 18Q: 3 clusters Score -5115832 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -5116209.000000 Penalty: 5312.993652
	Iteration 19Q: 3 clusters Score -5116209 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -5116636.500000 Penalty: 5312.993652
	Iteration 20F: 3 clusters Score -5116636 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -5117042.500000 Penalty: 5312.993652
	Iteration 21Q: 3 clusters Score -5117042 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -5117536.000000 Penalty: 5312.993652
	Iteration 22Q: 3 clusters Score -5117536 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -5117966.000000 Penalty: 5312.993652
	Iteration 23Q: 3 clusters Score -5117966 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -5118285.000000 Penalty: 5312.993652
	Iteration 24Q: 3 clusters Score -5118285 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -5118485.500000 Penalty: 5312.993652
	Iteration 25Q: 3 clusters Score -5118486 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -5118650.500000 Penalty: 5312.993652
	Iteration 26Q: 3 clusters Score -5118650 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -5118805.000000 Penalty: 5312.993652
	Iteration 27Q: 3 clusters Score -5118805 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -5118890.000000 Penalty: 5312.993652
	Iteration 28Q: 3 clusters Score -5118890 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -5118947.500000 Penalty: 5312.993652
	Iteration 29Q: 3 clusters Score -5118948 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -5118970.500000 Penalty: 5312.993652
	Iteration 30Q: 3 clusters Score -5118970 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -5119007.000000 Penalty: 5312.993652
	Iteration 31Q: 3 clusters Score -5119007 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -5119033.000000 Penalty: 5312.993652
	Iteration 32Q: 3 clusters Score -5119033 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -5119045.500000 Penalty: 5312.993652
	Iteration 33Q: 3 clusters Score -5119046 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -5119048.000000 Penalty: 5312.993652
	Iteration 34Q: 3 clusters Score -5119048 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -5119063.500000 Penalty: 5312.993652
	Iteration 35Q: 3 clusters Score -5119064 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -5119055.000000 Penalty: 5312.993652
	Iteration 36Q: 3 clusters Score -5119055 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -5119064.500000 Penalty: 5312.993652
	Iteration 37Q: 3 clusters Score -5119064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -5119061.000000 Penalty: 5312.993652
	Iteration 38Q: 3 clusters Score -5119061 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -5119065.000000 Penalty: 5312.993652
	Iteration 39Q: 3 clusters Score -5119065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -5119064.500000 Penalty: 5312.993652
	Iteration 40F: 3 clusters Score -5119064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -5119064.500000 Penalty: 5312.993652
	Iteration 41Q: 3 clusters Score -5119064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -5119065.000000 Penalty: 5312.993652
	Iteration 42Q: 3 clusters Score -5119065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -5119077.000000 Penalty: 5312.993652
	Iteration 43Q: 3 clusters Score -5119077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -5119074.000000 Penalty: 5312.993652
	Iteration 44Q: 3 clusters Score -5119074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -5119084.500000 Penalty: 5312.993652
	Iteration 45Q: 3 clusters Score -5119084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -5119090.000000 Penalty: 5312.993652
	Iteration 46Q: 3 clusters Score -5119090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -5119089.500000 Penalty: 5312.993652
	Iteration 47Q: 3 clusters Score -5119090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -5119086.000000 Penalty: 5312.993652
	Iteration 48Q: 3 clusters Score -5119086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -5119079.500000 Penalty: 5312.993652
	Iteration 49Q: 3 clusters Score -5119080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -5119080.000000 Penalty: 5312.993652
	Iteration 50Q: 3 clusters Score -5119080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -5119083.500000 Penalty: 5312.993652
	Iteration 51Q: 3 clusters Score -5119084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -5119080.000000 Penalty: 5312.993652
	Iteration 52Q: 3 clusters Score -5119080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -5119080.000000 Penalty: 5312.993652
	Iteration 53F: 3 clusters Score -5119080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 36989 members 
Mstep: Class 6 contains 68701 members 
Mstep: Class 7 contains 41463 members 
Mstep: Class 8 contains 3545 members 
Mstep: Class 9 contains 236929 members 
Mstep: Class 10 contains 5855 members 
Mstep: Class 11 contains 32421 members 
Mstep: Class 12 contains 11419 members 
Mstep: Class 13 contains 6320 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 56049 members 
Mstep: Class 16 contains 229483 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 89917 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3710 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62637 members 
Mstep: Class 23 contains 3085 members 
Mstep: Class 24 contains 276553 members 
Mstep: Class 25 contains 12700 members 
Mstep: Class 26 contains 25067 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8561 members 
Mstep: Class 30 contains 5580 members 
Mstep: Class 31 contains 7888 members 
Entering Unmasked Estep 
Score: -147999088.000000 Penalty: 107901.867188
Splitting cluster 5 changes total score from -147999136.000000 to -147999088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (68701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Entering Unmasked Estep 
Score: -8463683.000000 Penalty: 2762.104736
	Iteration 0F: 2 clusters Score -8463683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -8417746.000000 Penalty: 5524.209473
	Iteration 0F: 3 clusters Score -8417746 nChanged 31982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -8435788.000000 Penalty: 5524.209473
	Iteration 1F: 3 clusters Score -8435788 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -8436433.000000 Penalty: 5524.209473
	Iteration 2Q: 3 clusters Score -8436433 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -8437115.000000 Penalty: 5524.209473
	Iteration 3Q: 3 clusters Score -8437115 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -8437922.000000 Penalty: 5524.209473
	Iteration 4Q: 3 clusters Score -8437922 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -8438913.000000 Penalty: 5524.209473
	Iteration 5Q: 3 clusters Score -8438913 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -8440347.000000 Penalty: 5524.209473
	Iteration 6Q: 3 clusters Score -8440347 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -8442547.000000 Penalty: 5524.209473
	Iteration 7F: 3 clusters Score -8442547 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -8445677.000000 Penalty: 5524.209473
	Iteration 8F: 3 clusters Score -8445677 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -8449779.000000 Penalty: 5524.209473
	Iteration 9F: 3 clusters Score -8449779 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -8453959.000000 Penalty: 5524.209473
	Iteration 10F: 3 clusters Score -8453959 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -8457030.000000 Penalty: 5524.209473
	Iteration 11Q: 3 clusters Score -8457030 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 61150 members 
Entering Unmasked Estep 
Score: -8458879.000000 Penalty: 5524.209473
	Iteration 12Q: 3 clusters Score -8458879 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 62262 members 
Entering Unmasked Estep 
Score: -8459849.000000 Penalty: 5524.209473
	Iteration 13Q: 3 clusters Score -8459849 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -8460301.000000 Penalty: 5524.209473
	Iteration 14Q: 3 clusters Score -8460301 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 63498 members 
Entering Unmasked Estep 
Score: -8460583.000000 Penalty: 5524.209473
	Iteration 15Q: 3 clusters Score -8460583 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 63881 members 
Entering Unmasked Estep 
Score: -8460717.000000 Penalty: 5524.209473
	Iteration 16Q: 3 clusters Score -8460717 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 64233 members 
Entering Unmasked Estep 
Score: -8460851.000000 Penalty: 5524.209473
	Iteration 17Q: 3 clusters Score -8460851 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -8460943.000000 Penalty: 5524.209473
	Iteration 18Q: 3 clusters Score -8460943 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 64788 members 
Entering Unmasked Estep 
Score: -8461054.000000 Penalty: 5524.209473
	Iteration 19Q: 3 clusters Score -8461054 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 65018 members 
Entering Unmasked Estep 
Score: -8461114.000000 Penalty: 5524.209473
	Iteration 20F: 3 clusters Score -8461114 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 65209 members 
Entering Unmasked Estep 
Score: -8461200.000000 Penalty: 5524.209473
	Iteration 21Q: 3 clusters Score -8461200 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -8461254.000000 Penalty: 5524.209473
	Iteration 22Q: 3 clusters Score -8461254 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -8461290.000000 Penalty: 5524.209473
	Iteration 23Q: 3 clusters Score -8461290 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -8461317.000000 Penalty: 5524.209473
	Iteration 24Q: 3 clusters Score -8461317 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 65772 members 
Entering Unmasked Estep 
Score: -8461350.000000 Penalty: 5524.209473
	Iteration 25Q: 3 clusters Score -8461350 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 65888 members 
Entering Unmasked Estep 
Score: -8461372.000000 Penalty: 5524.209473
	Iteration 26Q: 3 clusters Score -8461372 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 65986 members 
Entering Unmasked Estep 
Score: -8461415.000000 Penalty: 5524.209473
	Iteration 27Q: 3 clusters Score -8461415 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -8461422.000000 Penalty: 5524.209473
	Iteration 28Q: 3 clusters Score -8461422 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 66161 members 
Entering Unmasked Estep 
Score: -8461462.000000 Penalty: 5524.209473
	Iteration 29Q: 3 clusters Score -8461462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 66246 members 
Entering Unmasked Estep 
Score: -8461498.000000 Penalty: 5524.209473
	Iteration 30Q: 3 clusters Score -8461498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 66309 members 
Entering Unmasked Estep 
Score: -8461529.000000 Penalty: 5524.209473
	Iteration 31Q: 3 clusters Score -8461529 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -8461540.000000 Penalty: 5524.209473
	Iteration 32Q: 3 clusters Score -8461540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 66431 members 
Entering Unmasked Estep 
Score: -8461560.000000 Penalty: 5524.209473
	Iteration 33Q: 3 clusters Score -8461560 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 66483 members 
Entering Unmasked Estep 
Score: -8461562.000000 Penalty: 5524.209473
	Iteration 34Q: 3 clusters Score -8461562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 66520 members 
Entering Unmasked Estep 
Score: -8461578.000000 Penalty: 5524.209473
	Iteration 35Q: 3 clusters Score -8461578 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 66564 members 
Entering Unmasked Estep 
Score: -8461603.000000 Penalty: 5524.209473
	Iteration 36Q: 3 clusters Score -8461603 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
Score: -8461611.000000 Penalty: 5524.209473
	Iteration 37Q: 3 clusters Score -8461611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 66628 members 
Entering Unmasked Estep 
Score: -8461632.000000 Penalty: 5524.209473
	Iteration 38Q: 3 clusters Score -8461632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
Score: -8461647.000000 Penalty: 5524.209473
	Iteration 39Q: 3 clusters Score -8461647 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 66707 members 
Entering Unmasked Estep 
Score: -8461659.000000 Penalty: 5524.209473
	Iteration 40F: 3 clusters Score -8461659 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 66749 members 
Entering Unmasked Estep 
Score: -8461667.000000 Penalty: 5524.209473
	Iteration 41Q: 3 clusters Score -8461667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 66783 members 
Entering Unmasked Estep 
Score: -8461658.000000 Penalty: 5524.209473
	Iteration 42Q: 3 clusters Score -8461658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 66822 members 
Entering Unmasked Estep 
Score: -8461668.000000 Penalty: 5524.209473
	Iteration 43Q: 3 clusters Score -8461668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -8461686.000000 Penalty: 5524.209473
	Iteration 44Q: 3 clusters Score -8461686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 66897 members 
Entering Unmasked Estep 
Score: -8461702.000000 Penalty: 5524.209473
	Iteration 45Q: 3 clusters Score -8461702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 66922 members 
Entering Unmasked Estep 
Score: -8461708.000000 Penalty: 5524.209473
	Iteration 46Q: 3 clusters Score -8461708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 66942 members 
Entering Unmasked Estep 
Score: -8461710.000000 Penalty: 5524.209473
	Iteration 47Q: 3 clusters Score -8461710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 66952 members 
Entering Unmasked Estep 
Score: -8461721.000000 Penalty: 5524.209473
	Iteration 48Q: 3 clusters Score -8461721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 66959 members 
Entering Unmasked Estep 
Score: -8461726.000000 Penalty: 5524.209473
	Iteration 49Q: 3 clusters Score -8461726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -8461727.000000 Penalty: 5524.209473
	Iteration 50Q: 3 clusters Score -8461727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 66975 members 
Entering Unmasked Estep 
Score: -8461727.000000 Penalty: 5524.209473
	Iteration 51Q: 3 clusters Score -8461727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 66977 members 
Entering Unmasked Estep 
Score: -8461729.000000 Penalty: 5524.209473
	Iteration 52Q: 3 clusters Score -8461729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -8461736.000000 Penalty: 5524.209473
	Iteration 53Q: 3 clusters Score -8461736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 66983 members 
Entering Unmasked Estep 
Score: -8461732.000000 Penalty: 5524.209473
	Iteration 54Q: 3 clusters Score -8461732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 66987 members 
Entering Unmasked Estep 
Score: -8461742.000000 Penalty: 5524.209473
	Iteration 55Q: 3 clusters Score -8461742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
Score: -8461735.000000 Penalty: 5524.209473
	Iteration 56Q: 3 clusters Score -8461735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 66993 members 
Entering Unmasked Estep 
Score: -8461737.000000 Penalty: 5524.209473
	Iteration 57Q: 3 clusters Score -8461737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 66996 members 
Entering Unmasked Estep 
Score: -8461735.000000 Penalty: 5524.209473
	Iteration 58Q: 3 clusters Score -8461735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 67000 members 
Entering Unmasked Estep 
Score: -8461731.000000 Penalty: 5524.209473
	Iteration 59Q: 3 clusters Score -8461731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 67002 members 
Entering Unmasked Estep 
Score: -8461732.000000 Penalty: 5524.209473
	Iteration 60F: 3 clusters Score -8461732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 67005 members 
Entering Unmasked Estep 
Score: -8461738.000000 Penalty: 5524.209473
	Iteration 61Q: 3 clusters Score -8461738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 67006 members 
Entering Unmasked Estep 
Score: -8461733.000000 Penalty: 5524.209473
	Iteration 62Q: 3 clusters Score -8461733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -8461736.000000 Penalty: 5524.209473
	Iteration 63Q: 3 clusters Score -8461736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 67008 members 
Entering Unmasked Estep 
Score: -8461732.000000 Penalty: 5524.209473
	Iteration 64Q: 3 clusters Score -8461732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 67008 members 
Entering Unmasked Estep 
Score: -8461732.000000 Penalty: 5524.209473
	Iteration 65F: 3 clusters Score -8461732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Entering Unmasked Estep 
Score: -4970263.000000 Penalty: 2636.874023
	Iteration 0F: 2 clusters Score -4970263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -4942362.500000 Penalty: 5273.748047
	Iteration 0F: 3 clusters Score -4942362 nChanged 18910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -4952790.000000 Penalty: 5273.748047
	Iteration 1F: 3 clusters Score -4952790 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -4953262.000000 Penalty: 5273.748047
	Iteration 2Q: 3 clusters Score -4953262 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -4953643.000000 Penalty: 5273.748047
	Iteration 3Q: 3 clusters Score -4953643 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -4954036.000000 Penalty: 5273.748047
	Iteration 4Q: 3 clusters Score -4954036 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -4954410.000000 Penalty: 5273.748047
	Iteration 5Q: 3 clusters Score -4954410 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -4954920.000000 Penalty: 5273.748047
	Iteration 6Q: 3 clusters Score -4954920 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -4955585.500000 Penalty: 5273.748047
	Iteration 7Q: 3 clusters Score -4955586 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -4956442.000000 Penalty: 5273.748047
	Iteration 8Q: 3 clusters Score -4956442 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -4957695.000000 Penalty: 5273.748047
	Iteration 9F: 3 clusters Score -4957695 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -4959459.000000 Penalty: 5273.748047
	Iteration 10F: 3 clusters Score -4959459 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -4961566.000000 Penalty: 5273.748047
	Iteration 11F: 3 clusters Score -4961566 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -4963774.500000 Penalty: 5273.748047
	Iteration 12F: 3 clusters Score -4963774 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -4965409.000000 Penalty: 5273.748047
	Iteration 13Q: 3 clusters Score -4965409 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -4966490.000000 Penalty: 5273.748047
	Iteration 14Q: 3 clusters Score -4966490 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -4967138.000000 Penalty: 5273.748047
	Iteration 15Q: 3 clusters Score -4967138 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -4967493.500000 Penalty: 5273.748047
	Iteration 16Q: 3 clusters Score -4967494 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -4967673.500000 Penalty: 5273.748047
	Iteration 17Q: 3 clusters Score -4967674 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -4967787.500000 Penalty: 5273.748047
	Iteration 18Q: 3 clusters Score -4967788 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -4967874.000000 Penalty: 5273.748047
	Iteration 19Q: 3 clusters Score -4967874 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -4967931.000000 Penalty: 5273.748047
	Iteration 20F: 3 clusters Score -4967931 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -4967957.500000 Penalty: 5273.748047
	Iteration 21Q: 3 clusters Score -4967958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -4967975.500000 Penalty: 5273.748047
	Iteration 22Q: 3 clusters Score -4967976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -4967995.000000 Penalty: 5273.748047
	Iteration 23Q: 3 clusters Score -4967995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -4968008.000000 Penalty: 5273.748047
	Iteration 24Q: 3 clusters Score -4968008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -4968015.500000 Penalty: 5273.748047
	Iteration 25Q: 3 clusters Score -4968016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -4968020.500000 Penalty: 5273.748047
	Iteration 26Q: 3 clusters Score -4968020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -4968025.500000 Penalty: 5273.748047
	Iteration 27Q: 3 clusters Score -4968026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -4968038.500000 Penalty: 5273.748047
	Iteration 28Q: 3 clusters Score -4968038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -4968046.000000 Penalty: 5273.748047
	Iteration 29Q: 3 clusters Score -4968046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -4968056.000000 Penalty: 5273.748047
	Iteration 30Q: 3 clusters Score -4968056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -4968055.000000 Penalty: 5273.748047
	Iteration 31Q: 3 clusters Score -4968055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -4968052.000000 Penalty: 5273.748047
	Iteration 32Q: 3 clusters Score -4968052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -4968052.000000 Penalty: 5273.748047
	Iteration 33F: 3 clusters Score -4968052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Entering Unmasked Estep 
Score: -410726.406250 Penalty: 2026.976685
	Iteration 0F: 2 clusters Score -410726.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -407106.375000 Penalty: 4053.953369
	Iteration 0F: 3 clusters Score -407106.4 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -407888.750000 Penalty: 4053.953369
	Iteration 1F: 3 clusters Score -407888.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -408122.406250 Penalty: 4053.953369
	Iteration 2F: 3 clusters Score -408122.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -408280.843750 Penalty: 4053.953369
	Iteration 3F: 3 clusters Score -408280.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -408402.781250 Penalty: 4053.953369
	Iteration 4Q: 3 clusters Score -408402.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -408519.812500 Penalty: 4053.953369
	Iteration 5Q: 3 clusters Score -408519.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -408634.843750 Penalty: 4053.953369
	Iteration 6Q: 3 clusters Score -408634.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -408746.750000 Penalty: 4053.953369
	Iteration 7Q: 3 clusters Score -408746.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -408847.125000 Penalty: 4053.953369
	Iteration 8Q: 3 clusters Score -408847.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -408936.468750 Penalty: 4053.953369
	Iteration 9Q: 3 clusters Score -408936.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -409000.343750 Penalty: 4053.953369
	Iteration 10Q: 3 clusters Score -409000.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -409066.437500 Penalty: 4053.953369
	Iteration 11Q: 3 clusters Score -409066.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -409130.312500 Penalty: 4053.953369
	Iteration 12Q: 3 clusters Score -409130.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -409177.906250 Penalty: 4053.953369
	Iteration 13Q: 3 clusters Score -409177.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -409228.000000 Penalty: 4053.953369
	Iteration 14Q: 3 clusters Score -409228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -409269.218750 Penalty: 4053.953369
	Iteration 15Q: 3 clusters Score -409269.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -409308.187500 Penalty: 4053.953369
	Iteration 16Q: 3 clusters Score -409308.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -409339.593750 Penalty: 4053.953369
	Iteration 17Q: 3 clusters Score -409339.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -409369.937500 Penalty: 4053.953369
	Iteration 18Q: 3 clusters Score -409369.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -409395.812500 Penalty: 4053.953369
	Iteration 19Q: 3 clusters Score -409395.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -409414.031250 Penalty: 4053.953369
	Iteration 20F: 3 clusters Score -409414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -409428.312500 Penalty: 4053.953369
	Iteration 21Q: 3 clusters Score -409428.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -409448.500000 Penalty: 4053.953369
	Iteration 22Q: 3 clusters Score -409448.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -409463.187500 Penalty: 4053.953369
	Iteration 23Q: 3 clusters Score -409463.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -409469.500000 Penalty: 4053.953369
	Iteration 24Q: 3 clusters Score -409469.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -409472.875000 Penalty: 4053.953369
	Iteration 25Q: 3 clusters Score -409472.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -409474.781250 Penalty: 4053.953369
	Iteration 26Q: 3 clusters Score -409474.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -409476.187500 Penalty: 4053.953369
	Iteration 27Q: 3 clusters Score -409476.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -409476.187500 Penalty: 4053.953369
	Iteration 28F: 3 clusters Score -409476.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (236929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236929 members 
Entering Unmasked Estep 
Score: -29075754.000000 Penalty: 3069.127930
	Iteration 0F: 2 clusters Score -2.907575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118428 members 
Mstep: Class 2 contains 118501 members 
Entering Unmasked Estep 
Score: -28925462.000000 Penalty: 6138.255859
	Iteration 0F: 3 clusters Score -2.892546e+07 nChanged 114596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117182 members 
Mstep: Class 2 contains 119747 members 
Entering Unmasked Estep 
Score: -28993490.000000 Penalty: 6138.255859
	Iteration 1F: 3 clusters Score -2.899349e+07 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116954 members 
Mstep: Class 2 contains 119975 members 
Entering Unmasked Estep 
Score: -28995474.000000 Penalty: 6138.255859
	Iteration 2Q: 3 clusters Score -2.899547e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116794 members 
Mstep: Class 2 contains 120135 members 
Entering Unmasked Estep 
Score: -28997686.000000 Penalty: 6138.255859
	Iteration 3Q: 3 clusters Score -2.899769e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117011 members 
Mstep: Class 2 contains 119918 members 
Entering Unmasked Estep 
Score: -29000868.000000 Penalty: 6138.255859
	Iteration 4Q: 3 clusters Score -2.900087e+07 nChanged 10450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117899 members 
Mstep: Class 2 contains 119030 members 
Entering Unmasked Estep 
Score: -29004808.000000 Penalty: 6138.255859
	Iteration 5Q: 3 clusters Score -2.900481e+07 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119804 members 
Mstep: Class 2 contains 117125 members 
Entering Unmasked Estep 
Score: -29010736.000000 Penalty: 6138.255859
	Iteration 6F: 3 clusters Score -2.901074e+07 nChanged 13975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123061 members 
Mstep: Class 2 contains 113868 members 
Entering Unmasked Estep 
Score: -29019342.000000 Penalty: 6138.255859
	Iteration 7F: 3 clusters Score -2.901934e+07 nChanged 15355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127314 members 
Mstep: Class 2 contains 109615 members 
Entering Unmasked Estep 
Score: -29030704.000000 Penalty: 6138.255859
	Iteration 8F: 3 clusters Score -2.90307e+07 nChanged 15440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131730 members 
Mstep: Class 2 contains 105199 members 
Entering Unmasked Estep 
Score: -29041610.000000 Penalty: 6138.255859
	Iteration 9F: 3 clusters Score -2.904161e+07 nChanged 12818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135166 members 
Mstep: Class 2 contains 101763 members 
Entering Unmasked Estep 
Score: -29048734.000000 Penalty: 6138.255859
	Iteration 10F: 3 clusters Score -2.904873e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138072 members 
Mstep: Class 2 contains 98857 members 
Entering Unmasked Estep 
Score: -29051556.000000 Penalty: 6138.255859
	Iteration 11Q: 3 clusters Score -2.905156e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140842 members 
Mstep: Class 2 contains 96087 members 
Entering Unmasked Estep 
Score: -29052808.000000 Penalty: 6138.255859
	Iteration 12Q: 3 clusters Score -2.905281e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143564 members 
Mstep: Class 2 contains 93365 members 
Entering Unmasked Estep 
Score: -29053442.000000 Penalty: 6138.255859
	Iteration 13Q: 3 clusters Score -2.905344e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146349 members 
Mstep: Class 2 contains 90580 members 
Entering Unmasked Estep 
Score: -29054184.000000 Penalty: 6138.255859
	Iteration 14Q: 3 clusters Score -2.905418e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149226 members 
Mstep: Class 2 contains 87703 members 
Entering Unmasked Estep 
Score: -29054744.000000 Penalty: 6138.255859
	Iteration 15Q: 3 clusters Score -2.905474e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152276 members 
Mstep: Class 2 contains 84653 members 
Entering Unmasked Estep 
Score: -29055364.000000 Penalty: 6138.255859
	Iteration 16Q: 3 clusters Score -2.905536e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155420 members 
Mstep: Class 2 contains 81509 members 
Entering Unmasked Estep 
Score: -29056098.000000 Penalty: 6138.255859
	Iteration 17Q: 3 clusters Score -2.90561e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158734 members 
Mstep: Class 2 contains 78195 members 
Entering Unmasked Estep 
Score: -29056660.000000 Penalty: 6138.255859
	Iteration 18Q: 3 clusters Score -2.905666e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162148 members 
Mstep: Class 2 contains 74781 members 
Entering Unmasked Estep 
Score: -29057396.000000 Penalty: 6138.255859
	Iteration 19Q: 3 clusters Score -2.90574e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165647 members 
Mstep: Class 2 contains 71282 members 
Entering Unmasked Estep 
Score: -29058144.000000 Penalty: 6138.255859
	Iteration 20F: 3 clusters Score -2.905814e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169265 members 
Mstep: Class 2 contains 67664 members 
Entering Unmasked Estep 
Score: -29058946.000000 Penalty: 6138.255859
	Iteration 21Q: 3 clusters Score -2.905895e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173053 members 
Mstep: Class 2 contains 63876 members 
Entering Unmasked Estep 
Score: -29059824.000000 Penalty: 6138.255859
	Iteration 22Q: 3 clusters Score -2.905982e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177156 members 
Mstep: Class 2 contains 59773 members 
Entering Unmasked Estep 
Score: -29061100.000000 Penalty: 6138.255859
	Iteration 23Q: 3 clusters Score -2.90611e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181259 members 
Mstep: Class 2 contains 55670 members 
Entering Unmasked Estep 
Score: -29062472.000000 Penalty: 6138.255859
	Iteration 24Q: 3 clusters Score -2.906247e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185522 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -29063572.000000 Penalty: 6138.255859
	Iteration 25Q: 3 clusters Score -2.906357e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189782 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -29064756.000000 Penalty: 6138.255859
	Iteration 26Q: 3 clusters Score -2.906476e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193852 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -29065960.000000 Penalty: 6138.255859
	Iteration 27Q: 3 clusters Score -2.906596e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197792 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -29066888.000000 Penalty: 6138.255859
	Iteration 28Q: 3 clusters Score -2.906689e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201538 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -29068038.000000 Penalty: 6138.255859
	Iteration 29Q: 3 clusters Score -2.906804e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205018 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -29069198.000000 Penalty: 6138.255859
	Iteration 30Q: 3 clusters Score -2.90692e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208290 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -29069832.000000 Penalty: 6138.255859
	Iteration 31Q: 3 clusters Score -2.906983e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211369 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -29070742.000000 Penalty: 6138.255859
	Iteration 32Q: 3 clusters Score -2.907074e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214171 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -29071506.000000 Penalty: 6138.255859
	Iteration 33Q: 3 clusters Score -2.907151e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216729 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -29072102.000000 Penalty: 6138.255859
	Iteration 34Q: 3 clusters Score -2.90721e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218956 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -29072644.000000 Penalty: 6138.255859
	Iteration 35Q: 3 clusters Score -2.907264e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220941 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -29073216.000000 Penalty: 6138.255859
	Iteration 36Q: 3 clusters Score -2.907322e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222614 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -29073428.000000 Penalty: 6138.255859
	Iteration 37Q: 3 clusters Score -2.907343e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224017 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -29073644.000000 Penalty: 6138.255859
	Iteration 38Q: 3 clusters Score -2.907364e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225128 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -29073760.000000 Penalty: 6138.255859
	Iteration 39Q: 3 clusters Score -2.907376e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226095 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -29074024.000000 Penalty: 6138.255859
	Iteration 40F: 3 clusters Score -2.907402e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227050 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -29074394.000000 Penalty: 6138.255859
	Iteration 41Q: 3 clusters Score -2.907439e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227875 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -29074560.000000 Penalty: 6138.255859
	Iteration 42Q: 3 clusters Score -2.907456e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228581 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -29074644.000000 Penalty: 6138.255859
	Iteration 43Q: 3 clusters Score -2.907464e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229151 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -29074738.000000 Penalty: 6138.255859
	Iteration 44Q: 3 clusters Score -2.907474e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229599 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -29074820.000000 Penalty: 6138.255859
	Iteration 45Q: 3 clusters Score -2.907482e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230001 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -29074870.000000 Penalty: 6138.255859
	Iteration 46Q: 3 clusters Score -2.907487e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230293 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -29074920.000000 Penalty: 6138.255859
	Iteration 47Q: 3 clusters Score -2.907492e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230526 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -29074884.000000 Penalty: 6138.255859
	Iteration 48Q: 3 clusters Score -2.907488e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230671 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -29074902.000000 Penalty: 6138.255859
	Iteration 49Q: 3 clusters Score -2.90749e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230800 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -29074940.000000 Penalty: 6138.255859
	Iteration 50Q: 3 clusters Score -2.907494e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230912 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -29075002.000000 Penalty: 6138.255859
	Iteration 51Q: 3 clusters Score -2.9075e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230995 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -29075010.000000 Penalty: 6138.255859
	Iteration 52Q: 3 clusters Score -2.907501e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231078 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -29075050.000000 Penalty: 6138.255859
	Iteration 53Q: 3 clusters Score -2.907505e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231149 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -29075052.000000 Penalty: 6138.255859
	Iteration 54Q: 3 clusters Score -2.907505e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231230 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -29075028.000000 Penalty: 6138.255859
	Iteration 55Q: 3 clusters Score -2.907503e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231286 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -29075024.000000 Penalty: 6138.255859
	Iteration 56Q: 3 clusters Score -2.907502e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231329 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -29075012.000000 Penalty: 6138.255859
	Iteration 57Q: 3 clusters Score -2.907501e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231379 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -29075016.000000 Penalty: 6138.255859
	Iteration 58Q: 3 clusters Score -2.907502e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231437 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -29075058.000000 Penalty: 6138.255859
	Iteration 59Q: 3 clusters Score -2.907506e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231502 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -29075090.000000 Penalty: 6138.255859
	Iteration 60F: 3 clusters Score -2.907509e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231534 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -29075088.000000 Penalty: 6138.255859
	Iteration 61Q: 3 clusters Score -2.907509e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231578 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -29075098.000000 Penalty: 6138.255859
	Iteration 62Q: 3 clusters Score -2.90751e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231611 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -29075146.000000 Penalty: 6138.255859
	Iteration 63Q: 3 clusters Score -2.907515e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231631 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -29075166.000000 Penalty: 6138.255859
	Iteration 64Q: 3 clusters Score -2.907517e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231657 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -29075148.000000 Penalty: 6138.255859
	Iteration 65Q: 3 clusters Score -2.907515e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231687 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -29075180.000000 Penalty: 6138.255859
	Iteration 66Q: 3 clusters Score -2.907518e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231729 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -29075176.000000 Penalty: 6138.255859
	Iteration 67Q: 3 clusters Score -2.907518e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231759 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -29075208.000000 Penalty: 6138.255859
	Iteration 68Q: 3 clusters Score -2.907521e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231805 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -29075242.000000 Penalty: 6138.255859
	Iteration 69Q: 3 clusters Score -2.907524e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231850 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -29075208.000000 Penalty: 6138.255859
	Iteration 70Q: 3 clusters Score -2.907521e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231895 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -29075210.000000 Penalty: 6138.255859
	Iteration 71Q: 3 clusters Score -2.907521e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231923 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -29075206.000000 Penalty: 6138.255859
	Iteration 72Q: 3 clusters Score -2.907521e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231951 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -29075212.000000 Penalty: 6138.255859
	Iteration 73Q: 3 clusters Score -2.907521e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231978 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -29075240.000000 Penalty: 6138.255859
	Iteration 74Q: 3 clusters Score -2.907524e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232000 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -29075228.000000 Penalty: 6138.255859
	Iteration 75Q: 3 clusters Score -2.907523e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232019 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -29075176.000000 Penalty: 6138.255859
	Iteration 76Q: 3 clusters Score -2.907518e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232038 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -29075214.000000 Penalty: 6138.255859
	Iteration 77Q: 3 clusters Score -2.907521e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232054 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -29075206.000000 Penalty: 6138.255859
	Iteration 78Q: 3 clusters Score -2.907521e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232072 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -29075230.000000 Penalty: 6138.255859
	Iteration 79Q: 3 clusters Score -2.907523e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232071 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -29075218.000000 Penalty: 6138.255859
	Iteration 80F: 3 clusters Score -2.907522e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232083 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -29075212.000000 Penalty: 6138.255859
	Iteration 81Q: 3 clusters Score -2.907521e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232097 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -29075224.000000 Penalty: 6138.255859
	Iteration 82Q: 3 clusters Score -2.907522e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232110 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -29075206.000000 Penalty: 6138.255859
	Iteration 83Q: 3 clusters Score -2.907521e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232122 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -29075206.000000 Penalty: 6138.255859
	Iteration 84Q: 3 clusters Score -2.907521e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232131 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -29075212.000000 Penalty: 6138.255859
	Iteration 85Q: 3 clusters Score -2.907521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232140 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -29075178.000000 Penalty: 6138.255859
	Iteration 86Q: 3 clusters Score -2.907518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232151 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -29075174.000000 Penalty: 6138.255859
	Iteration 87Q: 3 clusters Score -2.907517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232159 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -29075166.000000 Penalty: 6138.255859
	Iteration 88Q: 3 clusters Score -2.907517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232167 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -29075166.000000 Penalty: 6138.255859
	Iteration 89Q: 3 clusters Score -2.907517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232169 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -29075176.000000 Penalty: 6138.255859
	Iteration 90Q: 3 clusters Score -2.907518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232170 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -29075174.000000 Penalty: 6138.255859
	Iteration 91Q: 3 clusters Score -2.907517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232173 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -29075160.000000 Penalty: 6138.255859
	Iteration 92Q: 3 clusters Score -2.907516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232177 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -29075190.000000 Penalty: 6138.255859
	Iteration 93Q: 3 clusters Score -2.907519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232177 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -29075190.000000 Penalty: 6138.255859
	Iteration 94Q: 3 clusters Score -2.907519e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232177 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -29075198.000000 Penalty: 6138.255859
	Iteration 95Q: 3 clusters Score -2.90752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232181 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -29075206.000000 Penalty: 6138.255859
	Iteration 96Q: 3 clusters Score -2.907521e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232186 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -29075190.000000 Penalty: 6138.255859
	Iteration 97Q: 3 clusters Score -2.907519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232191 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -29075204.000000 Penalty: 6138.255859
	Iteration 98Q: 3 clusters Score -2.90752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232195 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -29075194.000000 Penalty: 6138.255859
	Iteration 99Q: 3 clusters Score -2.907519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232196 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -29075200.000000 Penalty: 6138.255859
	Iteration 100F: 3 clusters Score -2.90752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232200 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -29075186.000000 Penalty: 6138.255859
	Iteration 101Q: 3 clusters Score -2.907519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232199 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -29075180.000000 Penalty: 6138.255859
	Iteration 102Q: 3 clusters Score -2.907518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232199 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -29075180.000000 Penalty: 6138.255859
	Iteration 103F: 3 clusters Score -2.907518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Entering Unmasked Estep 
Score: -690338.687500 Penalty: 2151.412842
	Iteration 0F: 2 clusters Score -690338.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -685375.000000 Penalty: 4302.825684
	Iteration 0F: 3 clusters Score -685375 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -686517.500000 Penalty: 4302.825684
	Iteration 1F: 3 clusters Score -686517.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -686785.062500 Penalty: 4302.825684
	Iteration 2F: 3 clusters Score -686785.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -686941.750000 Penalty: 4302.825684
	Iteration 3F: 3 clusters Score -686941.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -687060.375000 Penalty: 4302.825684
	Iteration 4Q: 3 clusters Score -687060.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -687142.187500 Penalty: 4302.825684
	Iteration 5Q: 3 clusters Score -687142.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -687209.687500 Penalty: 4302.825684
	Iteration 6Q: 3 clusters Score -687209.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -687264.437500 Penalty: 4302.825684
	Iteration 7Q: 3 clusters Score -687264.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -687303.875000 Penalty: 4302.825684
	Iteration 8Q: 3 clusters Score -687303.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -687333.312500 Penalty: 4302.825684
	Iteration 9Q: 3 clusters Score -687333.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -687355.000000 Penalty: 4302.825684
	Iteration 10Q: 3 clusters Score -687355 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -687375.375000 Penalty: 4302.825684
	Iteration 11Q: 3 clusters Score -687375.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -687389.687500 Penalty: 4302.825684
	Iteration 12Q: 3 clusters Score -687389.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -687402.062500 Penalty: 4302.825684
	Iteration 13Q: 3 clusters Score -687402.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -687410.687500 Penalty: 4302.825684
	Iteration 14Q: 3 clusters Score -687410.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -687420.937500 Penalty: 4302.825684
	Iteration 15Q: 3 clusters Score -687420.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -687432.000000 Penalty: 4302.825684
	Iteration 16Q: 3 clusters Score -687432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -687439.437500 Penalty: 4302.825684
	Iteration 17Q: 3 clusters Score -687439.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -687445.062500 Penalty: 4302.825684
	Iteration 18Q: 3 clusters Score -687445.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -687449.187500 Penalty: 4302.825684
	Iteration 19Q: 3 clusters Score -687449.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -687454.812500 Penalty: 4302.825684
	Iteration 20F: 3 clusters Score -687454.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -687457.875000 Penalty: 4302.825684
	Iteration 21Q: 3 clusters Score -687457.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -687463.437500 Penalty: 4302.825684
	Iteration 22Q: 3 clusters Score -687463.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -687469.687500 Penalty: 4302.825684
	Iteration 23Q: 3 clusters Score -687469.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -687474.125000 Penalty: 4302.825684
	Iteration 24Q: 3 clusters Score -687474.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -687480.187500 Penalty: 4302.825684
	Iteration 25Q: 3 clusters Score -687480.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -687484.625000 Penalty: 4302.825684
	Iteration 26Q: 3 clusters Score -687484.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -687486.375000 Penalty: 4302.825684
	Iteration 27Q: 3 clusters Score -687486.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -687491.062500 Penalty: 4302.825684
	Iteration 28Q: 3 clusters Score -687491.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -687497.750000 Penalty: 4302.825684
	Iteration 29Q: 3 clusters Score -687497.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -687502.000000 Penalty: 4302.825684
	Iteration 30Q: 3 clusters Score -687502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -687506.937500 Penalty: 4302.825684
	Iteration 31Q: 3 clusters Score -687506.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -687510.312500 Penalty: 4302.825684
	Iteration 32Q: 3 clusters Score -687510.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -687513.562500 Penalty: 4302.825684
	Iteration 33Q: 3 clusters Score -687513.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -687516.562500 Penalty: 4302.825684
	Iteration 34Q: 3 clusters Score -687516.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -687519.062500 Penalty: 4302.825684
	Iteration 35Q: 3 clusters Score -687519.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -687523.937500 Penalty: 4302.825684
	Iteration 36Q: 3 clusters Score -687523.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -687526.437500 Penalty: 4302.825684
	Iteration 37Q: 3 clusters Score -687526.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -687528.437500 Penalty: 4302.825684
	Iteration 38Q: 3 clusters Score -687528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -687529.125000 Penalty: 4302.825684
	Iteration 39Q: 3 clusters Score -687529.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -687530.000000 Penalty: 4302.825684
	Iteration 40F: 3 clusters Score -687530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -687529.500000 Penalty: 4302.825684
	Iteration 41Q: 3 clusters Score -687529.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -687531.500000 Penalty: 4302.825684
	Iteration 42Q: 3 clusters Score -687531.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -687531.687500 Penalty: 4302.825684
	Iteration 43Q: 3 clusters Score -687531.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -687531.937500 Penalty: 4302.825684
	Iteration 44Q: 3 clusters Score -687531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -687532.437500 Penalty: 4302.825684
	Iteration 45Q: 3 clusters Score -687532.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -687532.500000 Penalty: 4302.825684
	Iteration 46Q: 3 clusters Score -687532.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -687532.625000 Penalty: 4302.825684
	Iteration 47Q: 3 clusters Score -687532.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -687534.750000 Penalty: 4302.825684
	Iteration 48Q: 3 clusters Score -687534.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -687535.500000 Penalty: 4302.825684
	Iteration 49Q: 3 clusters Score -687535.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -687535.875000 Penalty: 4302.825684
	Iteration 50Q: 3 clusters Score -687535.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -687537.062500 Penalty: 4302.825684
	Iteration 51Q: 3 clusters Score -687537.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -687538.125000 Penalty: 4302.825684
	Iteration 52Q: 3 clusters Score -687538.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -687537.937500 Penalty: 4302.825684
	Iteration 53Q: 3 clusters Score -687537.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -687539.500000 Penalty: 4302.825684
	Iteration 54Q: 3 clusters Score -687539.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -687540.562500 Penalty: 4302.825684
	Iteration 55Q: 3 clusters Score -687540.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -687542.375000 Penalty: 4302.825684
	Iteration 56Q: 3 clusters Score -687542.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -687543.000000 Penalty: 4302.825684
	Iteration 57Q: 3 clusters Score -687543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -687544.187500 Penalty: 4302.825684
	Iteration 58Q: 3 clusters Score -687544.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -687545.500000 Penalty: 4302.825684
	Iteration 59Q: 3 clusters Score -687545.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -687545.000000 Penalty: 4302.825684
	Iteration 60F: 3 clusters Score -687545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -687545.125000 Penalty: 4302.825684
	Iteration 61Q: 3 clusters Score -687545.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -687545.625000 Penalty: 4302.825684
	Iteration 62Q: 3 clusters Score -687545.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -687545.625000 Penalty: 4302.825684
	Iteration 63F: 3 clusters Score -687545.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Entering Unmasked Estep 
Score: -3881580.500000 Penalty: 2575.867188
	Iteration 0F: 2 clusters Score -3881580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -3859626.750000 Penalty: 5151.734375
	Iteration 0F: 3 clusters Score -3859627 nChanged 14515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -3867966.250000 Penalty: 5151.734375
	Iteration 1F: 3 clusters Score -3867966 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3868974.500000 Penalty: 5151.734375
	Iteration 2F: 3 clusters Score -3868974 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -3870130.750000 Penalty: 5151.734375
	Iteration 3F: 3 clusters Score -3870131 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -3871420.250000 Penalty: 5151.734375
	Iteration 4F: 3 clusters Score -3871420 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -3872767.500000 Penalty: 5151.734375
	Iteration 5F: 3 clusters Score -3872768 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -3874043.000000 Penalty: 5151.734375
	Iteration 6F: 3 clusters Score -3874043 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -3875151.000000 Penalty: 5151.734375
	Iteration 7F: 3 clusters Score -3875151 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -3876151.250000 Penalty: 5151.734375
	Iteration 8Q: 3 clusters Score -3876151 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -3877029.750000 Penalty: 5151.734375
	Iteration 9Q: 3 clusters Score -3877030 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -3877762.000000 Penalty: 5151.734375
	Iteration 10Q: 3 clusters Score -3877762 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -3878331.250000 Penalty: 5151.734375
	Iteration 11Q: 3 clusters Score -3878331 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3878739.000000 Penalty: 5151.734375
	Iteration 12Q: 3 clusters Score -3878739 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -3879023.500000 Penalty: 5151.734375
	Iteration 13Q: 3 clusters Score -3879024 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -3879190.000000 Penalty: 5151.734375
	Iteration 14Q: 3 clusters Score -3879190 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3879323.500000 Penalty: 5151.734375
	Iteration 15Q: 3 clusters Score -3879324 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3879442.250000 Penalty: 5151.734375
	Iteration 16Q: 3 clusters Score -3879442 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3879551.000000 Penalty: 5151.734375
	Iteration 17Q: 3 clusters Score -3879551 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -3879649.250000 Penalty: 5151.734375
	Iteration 18Q: 3 clusters Score -3879649 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3879781.250000 Penalty: 5151.734375
	Iteration 19Q: 3 clusters Score -3879781 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3879930.750000 Penalty: 5151.734375
	Iteration 20F: 3 clusters Score -3879931 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -3880105.750000 Penalty: 5151.734375
	Iteration 21Q: 3 clusters Score -3880106 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -3880281.000000 Penalty: 5151.734375
	Iteration 22Q: 3 clusters Score -3880281 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3880432.500000 Penalty: 5151.734375
	Iteration 23Q: 3 clusters Score -3880432 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3880545.750000 Penalty: 5151.734375
	Iteration 24Q: 3 clusters Score -3880546 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3880615.000000 Penalty: 5151.734375
	Iteration 25Q: 3 clusters Score -3880615 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3880691.750000 Penalty: 5151.734375
	Iteration 26Q: 3 clusters Score -3880692 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3880733.000000 Penalty: 5151.734375
	Iteration 27Q: 3 clusters Score -3880733 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3880756.250000 Penalty: 5151.734375
	Iteration 28Q: 3 clusters Score -3880756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3880776.000000 Penalty: 5151.734375
	Iteration 29Q: 3 clusters Score -3880776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3880785.500000 Penalty: 5151.734375
	Iteration 30Q: 3 clusters Score -3880786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3880796.250000 Penalty: 5151.734375
	Iteration 31Q: 3 clusters Score -3880796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3880797.000000 Penalty: 5151.734375
	Iteration 32Q: 3 clusters Score -3880797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3880795.500000 Penalty: 5151.734375
	Iteration 33Q: 3 clusters Score -3880796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3880797.250000 Penalty: 5151.734375
	Iteration 34Q: 3 clusters Score -3880797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3880798.500000 Penalty: 5151.734375
	Iteration 35Q: 3 clusters Score -3880798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3880803.000000 Penalty: 5151.734375
	Iteration 36Q: 3 clusters Score -3880803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3880805.000000 Penalty: 5151.734375
	Iteration 37Q: 3 clusters Score -3880805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3880805.000000 Penalty: 5151.734375
	Iteration 38Q: 3 clusters Score -3880805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3880803.000000 Penalty: 5151.734375
	Iteration 39Q: 3 clusters Score -3880803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3880810.000000 Penalty: 5151.734375
	Iteration 40F: 3 clusters Score -3880810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3880819.250000 Penalty: 5151.734375
	Iteration 41Q: 3 clusters Score -3880819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3880820.000000 Penalty: 5151.734375
	Iteration 42Q: 3 clusters Score -3880820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3880818.000000 Penalty: 5151.734375
	Iteration 43Q: 3 clusters Score -3880818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3880819.500000 Penalty: 5151.734375
	Iteration 44Q: 3 clusters Score -3880820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3880820.000000 Penalty: 5151.734375
	Iteration 45Q: 3 clusters Score -3880820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3880818.250000 Penalty: 5151.734375
	Iteration 46Q: 3 clusters Score -3880818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3880824.000000 Penalty: 5151.734375
	Iteration 47Q: 3 clusters Score -3880824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3880833.250000 Penalty: 5151.734375
	Iteration 48Q: 3 clusters Score -3880833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3880831.750000 Penalty: 5151.734375
	Iteration 49Q: 3 clusters Score -3880832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3880832.750000 Penalty: 5151.734375
	Iteration 50Q: 3 clusters Score -3880833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3880832.750000 Penalty: 5151.734375
	Iteration 51F: 3 clusters Score -3880833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Entering Unmasked Estep 
Score: -1289716.375000 Penalty: 2317.072266
	Iteration 0F: 2 clusters Score -1289716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1281109.750000 Penalty: 4634.144531
	Iteration 0F: 3 clusters Score -1281110 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1284025.250000 Penalty: 4634.144531
	Iteration 1F: 3 clusters Score -1284025 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1284785.625000 Penalty: 4634.144531
	Iteration 2F: 3 clusters Score -1284786 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1285580.500000 Penalty: 4634.144531
	Iteration 3F: 3 clusters Score -1285580 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1286287.500000 Penalty: 4634.144531
	Iteration 4F: 3 clusters Score -1286288 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1286818.750000 Penalty: 4634.144531
	Iteration 5F: 3 clusters Score -1286819 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1287202.250000 Penalty: 4634.144531
	Iteration 6F: 3 clusters Score -1287202 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1287450.250000 Penalty: 4634.144531
	Iteration 7Q: 3 clusters Score -1287450 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1287621.250000 Penalty: 4634.144531
	Iteration 8Q: 3 clusters Score -1287621 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1287749.250000 Penalty: 4634.144531
	Iteration 9Q: 3 clusters Score -1287749 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1287856.625000 Penalty: 4634.144531
	Iteration 10Q: 3 clusters Score -1287857 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1287959.125000 Penalty: 4634.144531
	Iteration 11Q: 3 clusters Score -1287959 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1288046.250000 Penalty: 4634.144531
	Iteration 12Q: 3 clusters Score -1288046 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1288135.875000 Penalty: 4634.144531
	Iteration 13Q: 3 clusters Score -1288136 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1288230.500000 Penalty: 4634.144531
	Iteration 14Q: 3 clusters Score -1288230 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1288326.000000 Penalty: 4634.144531
	Iteration 15Q: 3 clusters Score -1288326 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1288441.375000 Penalty: 4634.144531
	Iteration 16Q: 3 clusters Score -1288441 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1288569.250000 Penalty: 4634.144531
	Iteration 17Q: 3 clusters Score -1288569 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1288718.125000 Penalty: 4634.144531
	Iteration 18Q: 3 clusters Score -1288718 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1288901.375000 Penalty: 4634.144531
	Iteration 19Q: 3 clusters Score -1288901 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1289133.500000 Penalty: 4634.144531
	Iteration 20F: 3 clusters Score -1289134 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1289379.625000 Penalty: 4634.144531
	Iteration 21Q: 3 clusters Score -1289380 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1289550.375000 Penalty: 4634.144531
	Iteration 22Q: 3 clusters Score -1289550 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1289638.000000 Penalty: 4634.144531
	Iteration 23Q: 3 clusters Score -1289638 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1289673.750000 Penalty: 4634.144531
	Iteration 24Q: 3 clusters Score -1289674 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1289707.250000 Penalty: 4634.144531
	Iteration 25Q: 3 clusters Score -1289707 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1289717.375000 Penalty: 4634.144531
	Iteration 26Q: 3 clusters Score -1289717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1289729.625000 Penalty: 4634.144531
	Iteration 27Q: 3 clusters Score -1289730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1289731.750000 Penalty: 4634.144531
	Iteration 28Q: 3 clusters Score -1289732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1289730.000000 Penalty: 4634.144531
	Iteration 29Q: 3 clusters Score -1289730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1289732.125000 Penalty: 4634.144531
	Iteration 30Q: 3 clusters Score -1289732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1289732.125000 Penalty: 4634.144531
	Iteration 31Q: 3 clusters Score -1289732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1289732.375000 Penalty: 4634.144531
	Iteration 32Q: 3 clusters Score -1289732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1289733.500000 Penalty: 4634.144531
	Iteration 33Q: 3 clusters Score -1289734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1289733.500000 Penalty: 4634.144531
	Iteration 34F: 3 clusters Score -1289734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 44877 members 
Mstep: Class 6 contains 68701 members 
Mstep: Class 7 contains 41463 members 
Mstep: Class 8 contains 3545 members 
Mstep: Class 9 contains 236929 members 
Mstep: Class 10 contains 5855 members 
Mstep: Class 11 contains 32421 members 
Mstep: Class 12 contains 4425 members 
Mstep: Class 13 contains 6320 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 56049 members 
Mstep: Class 16 contains 229483 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 89917 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3710 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62637 members 
Mstep: Class 23 contains 3085 members 
Mstep: Class 24 contains 276553 members 
Mstep: Class 25 contains 12700 members 
Mstep: Class 26 contains 25067 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8561 members 
Mstep: Class 30 contains 5580 members 
Mstep: Class 31 contains 6994 members 
Entering Unmasked Estep 
Score: -147998192.000000 Penalty: 107901.867188
Splitting cluster 12 changes total score from -147999136.000000 to -147998192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (6320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Entering Unmasked Estep 
Score: -751150.562500 Penalty: 2170.365723
	Iteration 0F: 2 clusters Score -751150.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -745823.125000 Penalty: 4340.731445
	Iteration 0F: 3 clusters Score -745823.1 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -747256.000000 Penalty: 4340.731445
	Iteration 1F: 3 clusters Score -747256 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -747586.937500 Penalty: 4340.731445
	Iteration 2F: 3 clusters Score -747586.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -747919.062500 Penalty: 4340.731445
	Iteration 3F: 3 clusters Score -747919.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -748351.000000 Penalty: 4340.731445
	Iteration 4F: 3 clusters Score -748351 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -748827.250000 Penalty: 4340.731445
	Iteration 5F: 3 clusters Score -748827.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -749163.187500 Penalty: 4340.731445
	Iteration 6F: 3 clusters Score -749163.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -749336.000000 Penalty: 4340.731445
	Iteration 7Q: 3 clusters Score -749336 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -749426.312500 Penalty: 4340.731445
	Iteration 8Q: 3 clusters Score -749426.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -749490.125000 Penalty: 4340.731445
	Iteration 9Q: 3 clusters Score -749490.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -749533.500000 Penalty: 4340.731445
	Iteration 10Q: 3 clusters Score -749533.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -749570.437500 Penalty: 4340.731445
	Iteration 11Q: 3 clusters Score -749570.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -749594.187500 Penalty: 4340.731445
	Iteration 12Q: 3 clusters Score -749594.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -749615.937500 Penalty: 4340.731445
	Iteration 13Q: 3 clusters Score -749615.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -749628.062500 Penalty: 4340.731445
	Iteration 14Q: 3 clusters Score -749628.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -749636.750000 Penalty: 4340.731445
	Iteration 15Q: 3 clusters Score -749636.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -749642.250000 Penalty: 4340.731445
	Iteration 16Q: 3 clusters Score -749642.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -749647.875000 Penalty: 4340.731445
	Iteration 17Q: 3 clusters Score -749647.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -749652.062500 Penalty: 4340.731445
	Iteration 18Q: 3 clusters Score -749652.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -749658.937500 Penalty: 4340.731445
	Iteration 19Q: 3 clusters Score -749658.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -749662.125000 Penalty: 4340.731445
	Iteration 20F: 3 clusters Score -749662.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -749666.812500 Penalty: 4340.731445
	Iteration 21Q: 3 clusters Score -749666.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -749672.312500 Penalty: 4340.731445
	Iteration 22Q: 3 clusters Score -749672.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -749679.500000 Penalty: 4340.731445
	Iteration 23Q: 3 clusters Score -749679.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -749689.312500 Penalty: 4340.731445
	Iteration 24Q: 3 clusters Score -749689.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -749695.937500 Penalty: 4340.731445
	Iteration 25Q: 3 clusters Score -749695.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -749701.937500 Penalty: 4340.731445
	Iteration 26Q: 3 clusters Score -749701.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -749706.812500 Penalty: 4340.731445
	Iteration 27Q: 3 clusters Score -749706.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -749708.812500 Penalty: 4340.731445
	Iteration 28Q: 3 clusters Score -749708.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -749710.062500 Penalty: 4340.731445
	Iteration 29Q: 3 clusters Score -749710.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -749713.750000 Penalty: 4340.731445
	Iteration 30Q: 3 clusters Score -749713.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -749716.062500 Penalty: 4340.731445
	Iteration 31Q: 3 clusters Score -749716.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -749722.562500 Penalty: 4340.731445
	Iteration 32Q: 3 clusters Score -749722.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -749727.562500 Penalty: 4340.731445
	Iteration 33Q: 3 clusters Score -749727.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -749730.500000 Penalty: 4340.731445
	Iteration 34Q: 3 clusters Score -749730.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -749732.500000 Penalty: 4340.731445
	Iteration 35Q: 3 clusters Score -749732.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -749734.750000 Penalty: 4340.731445
	Iteration 36Q: 3 clusters Score -749734.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -749737.437500 Penalty: 4340.731445
	Iteration 37Q: 3 clusters Score -749737.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -749738.500000 Penalty: 4340.731445
	Iteration 38Q: 3 clusters Score -749738.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -749742.500000 Penalty: 4340.731445
	Iteration 39Q: 3 clusters Score -749742.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -749744.500000 Penalty: 4340.731445
	Iteration 40F: 3 clusters Score -749744.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -749744.187500 Penalty: 4340.731445
	Iteration 41Q: 3 clusters Score -749744.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -749745.375000 Penalty: 4340.731445
	Iteration 42Q: 3 clusters Score -749745.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -749745.375000 Penalty: 4340.731445
	Iteration 43F: 3 clusters Score -749745.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Entering Unmasked Estep 
Score: -164796.531250 Penalty: 1845.738159
	Iteration 0F: 2 clusters Score -164796.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -162486.000000 Penalty: 3691.476318
	Iteration 0F: 3 clusters Score -162486 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -163421.953125 Penalty: 3691.476318
	Iteration 1F: 3 clusters Score -163422 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -164481.734375 Penalty: 3691.476318
	Iteration 2F: 3 clusters Score -164481.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -166028.734375 Penalty: 3691.476318
	Iteration 3F: 3 clusters Score -166028.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -166962.843750 Penalty: 3691.476318
	Iteration 4F: 3 clusters Score -166962.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -167422.453125 Penalty: 3691.476318
	Iteration 5F: 3 clusters Score -167422.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -167775.656250 Penalty: 3691.476318
	Iteration 6Q: 3 clusters Score -167775.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -168091.078125 Penalty: 3691.476318
	Iteration 7Q: 3 clusters Score -168091.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -168295.375000 Penalty: 3691.476318
	Iteration 8Q: 3 clusters Score -168295.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -168387.421875 Penalty: 3691.476318
	Iteration 9Q: 3 clusters Score -168387.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -168418.109375 Penalty: 3691.476318
	Iteration 10F: 3 clusters Score -168418.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -168639.796875 Penalty: 3691.476318
	Iteration 11Q: 3 clusters Score -168639.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -168976.046875 Penalty: 3691.476318
	Iteration 12Q: 3 clusters Score -168976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -169139.609375 Penalty: 3691.476318
	Iteration 13Q: 3 clusters Score -169139.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -169157.968750 Penalty: 3691.476318
	Iteration 14Q: 3 clusters Score -169158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -169157.968750 Penalty: 3691.476318
	Iteration 15F: 3 clusters Score -169158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 44877 members 
Mstep: Class 6 contains 68701 members 
Mstep: Class 7 contains 41463 members 
Mstep: Class 8 contains 3545 members 
Mstep: Class 9 contains 236929 members 
Mstep: Class 10 contains 5855 members 
Mstep: Class 11 contains 32421 members 
Mstep: Class 12 contains 11419 members 
Mstep: Class 13 contains 6320 members 
Mstep: Class 14 contains 1288 members 
Mstep: Class 15 contains 56049 members 
Mstep: Class 16 contains 229483 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 89917 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3710 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62637 members 
Mstep: Class 23 contains 3085 members 
Mstep: Class 24 contains 276553 members 
Mstep: Class 25 contains 12700 members 
Mstep: Class 26 contains 25067 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8561 members 
Mstep: Class 30 contains 5580 members 
Mstep: Class 31 contains 419 members 
Entering Unmasked Estep 
Score: -148001792.000000 Penalty: 107901.867188
Splitting cluster 14 changes total score from -147999136.000000 to -148001792.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (56049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Entering Unmasked Estep 
Score: -6734683.000000 Penalty: 2711.627441
	Iteration 0F: 2 clusters Score -6734683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -6696933.000000 Penalty: 5423.254883
	Iteration 0F: 3 clusters Score -6696933 nChanged 26188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -6711325.000000 Penalty: 5423.254883
	Iteration 1F: 3 clusters Score -6711325 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -6712026.500000 Penalty: 5423.254883
	Iteration 2Q: 3 clusters Score -6712026 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -6712732.500000 Penalty: 5423.254883
	Iteration 3Q: 3 clusters Score -6712732 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -6713455.500000 Penalty: 5423.254883
	Iteration 4Q: 3 clusters Score -6713456 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -6714358.000000 Penalty: 5423.254883
	Iteration 5Q: 3 clusters Score -6714358 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -6715571.500000 Penalty: 5423.254883
	Iteration 6Q: 3 clusters Score -6715572 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -6717073.000000 Penalty: 5423.254883
	Iteration 7F: 3 clusters Score -6717073 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -6718806.000000 Penalty: 5423.254883
	Iteration 8F: 3 clusters Score -6718806 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -6720558.000000 Penalty: 5423.254883
	Iteration 9F: 3 clusters Score -6720558 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -6722031.000000 Penalty: 5423.254883
	Iteration 10Q: 3 clusters Score -6722031 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -6723160.000000 Penalty: 5423.254883
	Iteration 11Q: 3 clusters Score -6723160 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -6723933.500000 Penalty: 5423.254883
	Iteration 12Q: 3 clusters Score -6723934 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -6724478.500000 Penalty: 5423.254883
	Iteration 13Q: 3 clusters Score -6724478 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -6724988.500000 Penalty: 5423.254883
	Iteration 14Q: 3 clusters Score -6724988 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -6725417.500000 Penalty: 5423.254883
	Iteration 15Q: 3 clusters Score -6725418 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -6725826.500000 Penalty: 5423.254883
	Iteration 16Q: 3 clusters Score -6725826 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -6726280.500000 Penalty: 5423.254883
	Iteration 17Q: 3 clusters Score -6726280 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -6726696.500000 Penalty: 5423.254883
	Iteration 18Q: 3 clusters Score -6726696 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -6727235.500000 Penalty: 5423.254883
	Iteration 19Q: 3 clusters Score -6727236 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -6727866.000000 Penalty: 5423.254883
	Iteration 20F: 3 clusters Score -6727866 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -6728619.500000 Penalty: 5423.254883
	Iteration 21Q: 3 clusters Score -6728620 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 53145 members 
Entering Unmasked Estep 
Score: -6729576.000000 Penalty: 5423.254883
	Iteration 22Q: 3 clusters Score -6729576 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -6730548.000000 Penalty: 5423.254883
	Iteration 23Q: 3 clusters Score -6730548 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -6731339.500000 Penalty: 5423.254883
	Iteration 24Q: 3 clusters Score -6731340 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -6731784.500000 Penalty: 5423.254883
	Iteration 25Q: 3 clusters Score -6731784 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -6731991.500000 Penalty: 5423.254883
	Iteration 26Q: 3 clusters Score -6731992 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -6732136.500000 Penalty: 5423.254883
	Iteration 27Q: 3 clusters Score -6732136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -6732205.500000 Penalty: 5423.254883
	Iteration 28Q: 3 clusters Score -6732206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -6732264.000000 Penalty: 5423.254883
	Iteration 29Q: 3 clusters Score -6732264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -6732279.000000 Penalty: 5423.254883
	Iteration 30Q: 3 clusters Score -6732279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 55720 members 
Entering Unmasked Estep 
Score: -6732297.500000 Penalty: 5423.254883
	Iteration 31Q: 3 clusters Score -6732298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -6732314.500000 Penalty: 5423.254883
	Iteration 32Q: 3 clusters Score -6732314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -6732326.000000 Penalty: 5423.254883
	Iteration 33Q: 3 clusters Score -6732326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -6732329.500000 Penalty: 5423.254883
	Iteration 34Q: 3 clusters Score -6732330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 55733 members 
Entering Unmasked Estep 
Score: -6732334.500000 Penalty: 5423.254883
	Iteration 35Q: 3 clusters Score -6732334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -6732336.500000 Penalty: 5423.254883
	Iteration 36Q: 3 clusters Score -6732336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -6732336.000000 Penalty: 5423.254883
	Iteration 37Q: 3 clusters Score -6732336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -6732334.000000 Penalty: 5423.254883
	Iteration 38Q: 3 clusters Score -6732334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -6732339.500000 Penalty: 5423.254883
	Iteration 39Q: 3 clusters Score -6732340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -6732339.000000 Penalty: 5423.254883
	Iteration 40F: 3 clusters Score -6732339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -6732341.000000 Penalty: 5423.254883
	Iteration 41Q: 3 clusters Score -6732341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 55738 members 
Entering Unmasked Estep 
Score: -6732341.000000 Penalty: 5423.254883
	Iteration 42F: 3 clusters Score -6732341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (229483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229483 members 
Entering Unmasked Estep 
Score: -27823982.000000 Penalty: 3061.208740
	Iteration 0F: 2 clusters Score -2.782398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114726 members 
Mstep: Class 2 contains 114757 members 
Entering Unmasked Estep 
Score: -27676946.000000 Penalty: 6122.417480
	Iteration 0F: 3 clusters Score -2.767695e+07 nChanged 110584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115026 members 
Mstep: Class 2 contains 114457 members 
Entering Unmasked Estep 
Score: -27741518.000000 Penalty: 6122.417480
	Iteration 1F: 3 clusters Score -2.774152e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115214 members 
Mstep: Class 2 contains 114269 members 
Entering Unmasked Estep 
Score: -27742400.000000 Penalty: 6122.417480
	Iteration 2Q: 3 clusters Score -2.77424e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115482 members 
Mstep: Class 2 contains 114001 members 
Entering Unmasked Estep 
Score: -27743356.000000 Penalty: 6122.417480
	Iteration 3Q: 3 clusters Score -2.774336e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115622 members 
Mstep: Class 2 contains 113861 members 
Entering Unmasked Estep 
Score: -27744730.000000 Penalty: 6122.417480
	Iteration 4Q: 3 clusters Score -2.774473e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115742 members 
Mstep: Class 2 contains 113741 members 
Entering Unmasked Estep 
Score: -27746116.000000 Penalty: 6122.417480
	Iteration 5Q: 3 clusters Score -2.774612e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115636 members 
Mstep: Class 2 contains 113847 members 
Entering Unmasked Estep 
Score: -27748508.000000 Penalty: 6122.417480
	Iteration 6Q: 3 clusters Score -2.774851e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115111 members 
Mstep: Class 2 contains 114372 members 
Entering Unmasked Estep 
Score: -27751182.000000 Penalty: 6122.417480
	Iteration 7Q: 3 clusters Score -2.775118e+07 nChanged 9469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113940 members 
Mstep: Class 2 contains 115543 members 
Entering Unmasked Estep 
Score: -27754830.000000 Penalty: 6122.417480
	Iteration 8Q: 3 clusters Score -2.775483e+07 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111583 members 
Mstep: Class 2 contains 117900 members 
Entering Unmasked Estep 
Score: -27760674.000000 Penalty: 6122.417480
	Iteration 9Q: 3 clusters Score -2.776067e+07 nChanged 13085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107532 members 
Mstep: Class 2 contains 121951 members 
Entering Unmasked Estep 
Score: -27769070.000000 Penalty: 6122.417480
	Iteration 10F: 3 clusters Score -2.776907e+07 nChanged 14685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102249 members 
Mstep: Class 2 contains 127234 members 
Entering Unmasked Estep 
Score: -27779818.000000 Penalty: 6122.417480
	Iteration 11F: 3 clusters Score -2.777982e+07 nChanged 14655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96760 members 
Mstep: Class 2 contains 132723 members 
Entering Unmasked Estep 
Score: -27790164.000000 Penalty: 6122.417480
	Iteration 12F: 3 clusters Score -2.779016e+07 nChanged 12120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92076 members 
Mstep: Class 2 contains 137407 members 
Entering Unmasked Estep 
Score: -27797076.000000 Penalty: 6122.417480
	Iteration 13F: 3 clusters Score -2.779708e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88162 members 
Mstep: Class 2 contains 141321 members 
Entering Unmasked Estep 
Score: -27800454.000000 Penalty: 6122.417480
	Iteration 14Q: 3 clusters Score -2.780045e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84524 members 
Mstep: Class 2 contains 144959 members 
Entering Unmasked Estep 
Score: -27802812.000000 Penalty: 6122.417480
	Iteration 15Q: 3 clusters Score -2.780281e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80933 members 
Mstep: Class 2 contains 148550 members 
Entering Unmasked Estep 
Score: -27804654.000000 Penalty: 6122.417480
	Iteration 16Q: 3 clusters Score -2.780465e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77165 members 
Mstep: Class 2 contains 152318 members 
Entering Unmasked Estep 
Score: -27806646.000000 Penalty: 6122.417480
	Iteration 17Q: 3 clusters Score -2.780665e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73371 members 
Mstep: Class 2 contains 156112 members 
Entering Unmasked Estep 
Score: -27808594.000000 Penalty: 6122.417480
	Iteration 18Q: 3 clusters Score -2.780859e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69521 members 
Mstep: Class 2 contains 159962 members 
Entering Unmasked Estep 
Score: -27810756.000000 Penalty: 6122.417480
	Iteration 19Q: 3 clusters Score -2.781076e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65688 members 
Mstep: Class 2 contains 163795 members 
Entering Unmasked Estep 
Score: -27812742.000000 Penalty: 6122.417480
	Iteration 20F: 3 clusters Score -2.781274e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 167646 members 
Entering Unmasked Estep 
Score: -27815092.000000 Penalty: 6122.417480
	Iteration 21Q: 3 clusters Score -2.781509e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 171286 members 
Entering Unmasked Estep 
Score: -27817258.000000 Penalty: 6122.417480
	Iteration 22Q: 3 clusters Score -2.781726e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 174561 members 
Entering Unmasked Estep 
Score: -27819296.000000 Penalty: 6122.417480
	Iteration 23Q: 3 clusters Score -2.78193e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 177536 members 
Entering Unmasked Estep 
Score: -27821056.000000 Penalty: 6122.417480
	Iteration 24Q: 3 clusters Score -2.782106e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 180145 members 
Entering Unmasked Estep 
Score: -27822418.000000 Penalty: 6122.417480
	Iteration 25Q: 3 clusters Score -2.782242e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47014 members 
Mstep: Class 2 contains 182469 members 
Entering Unmasked Estep 
Score: -27823376.000000 Penalty: 6122.417480
	Iteration 26Q: 3 clusters Score -2.782338e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 184509 members 
Entering Unmasked Estep 
Score: -27824034.000000 Penalty: 6122.417480
	Iteration 27Q: 3 clusters Score -2.782403e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 186318 members 
Entering Unmasked Estep 
Score: -27824612.000000 Penalty: 6122.417480
	Iteration 28Q: 3 clusters Score -2.782461e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 187992 members 
Entering Unmasked Estep 
Score: -27824998.000000 Penalty: 6122.417480
	Iteration 29Q: 3 clusters Score -2.7825e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 189465 members 
Entering Unmasked Estep 
Score: -27825410.000000 Penalty: 6122.417480
	Iteration 30Q: 3 clusters Score -2.782541e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 190739 members 
Entering Unmasked Estep 
Score: -27825604.000000 Penalty: 6122.417480
	Iteration 31Q: 3 clusters Score -2.78256e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 191884 members 
Entering Unmasked Estep 
Score: -27825724.000000 Penalty: 6122.417480
	Iteration 32Q: 3 clusters Score -2.782572e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 192914 members 
Entering Unmasked Estep 
Score: -27825966.000000 Penalty: 6122.417480
	Iteration 33Q: 3 clusters Score -2.782597e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 193756 members 
Entering Unmasked Estep 
Score: -27825910.000000 Penalty: 6122.417480
	Iteration 34Q: 3 clusters Score -2.782591e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 194533 members 
Entering Unmasked Estep 
Score: -27825932.000000 Penalty: 6122.417480
	Iteration 35Q: 3 clusters Score -2.782593e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 195272 members 
Entering Unmasked Estep 
Score: -27826026.000000 Penalty: 6122.417480
	Iteration 36Q: 3 clusters Score -2.782603e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 195967 members 
Entering Unmasked Estep 
Score: -27826022.000000 Penalty: 6122.417480
	Iteration 37Q: 3 clusters Score -2.782602e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 196648 members 
Entering Unmasked Estep 
Score: -27826074.000000 Penalty: 6122.417480
	Iteration 38Q: 3 clusters Score -2.782607e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 197261 members 
Entering Unmasked Estep 
Score: -27826096.000000 Penalty: 6122.417480
	Iteration 39Q: 3 clusters Score -2.78261e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 197822 members 
Entering Unmasked Estep 
Score: -27826232.000000 Penalty: 6122.417480
	Iteration 40F: 3 clusters Score -2.782623e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 198346 members 
Entering Unmasked Estep 
Score: -27826142.000000 Penalty: 6122.417480
	Iteration 41Q: 3 clusters Score -2.782614e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 198817 members 
Entering Unmasked Estep 
Score: -27826164.000000 Penalty: 6122.417480
	Iteration 42Q: 3 clusters Score -2.782616e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 199244 members 
Entering Unmasked Estep 
Score: -27826228.000000 Penalty: 6122.417480
	Iteration 43Q: 3 clusters Score -2.782623e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 199642 members 
Entering Unmasked Estep 
Score: -27826160.000000 Penalty: 6122.417480
	Iteration 44Q: 3 clusters Score -2.782616e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 200007 members 
Entering Unmasked Estep 
Score: -27826154.000000 Penalty: 6122.417480
	Iteration 45Q: 3 clusters Score -2.782615e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 200322 members 
Entering Unmasked Estep 
Score: -27826076.000000 Penalty: 6122.417480
	Iteration 46Q: 3 clusters Score -2.782608e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 200602 members 
Entering Unmasked Estep 
Score: -27826042.000000 Penalty: 6122.417480
	Iteration 47Q: 3 clusters Score -2.782604e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 200851 members 
Entering Unmasked Estep 
Score: -27826004.000000 Penalty: 6122.417480
	Iteration 48Q: 3 clusters Score -2.7826e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 201086 members 
Entering Unmasked Estep 
Score: -27825994.000000 Penalty: 6122.417480
	Iteration 49Q: 3 clusters Score -2.782599e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 201301 members 
Entering Unmasked Estep 
Score: -27826004.000000 Penalty: 6122.417480
	Iteration 50Q: 3 clusters Score -2.7826e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 201500 members 
Entering Unmasked Estep 
Score: -27825996.000000 Penalty: 6122.417480
	Iteration 51Q: 3 clusters Score -2.7826e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 201666 members 
Entering Unmasked Estep 
Score: -27826006.000000 Penalty: 6122.417480
	Iteration 52Q: 3 clusters Score -2.782601e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 201814 members 
Entering Unmasked Estep 
Score: -27825958.000000 Penalty: 6122.417480
	Iteration 53Q: 3 clusters Score -2.782596e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 201955 members 
Entering Unmasked Estep 
Score: -27825992.000000 Penalty: 6122.417480
	Iteration 54Q: 3 clusters Score -2.782599e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 202104 members 
Entering Unmasked Estep 
Score: -27826002.000000 Penalty: 6122.417480
	Iteration 55Q: 3 clusters Score -2.7826e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 202262 members 
Entering Unmasked Estep 
Score: -27825988.000000 Penalty: 6122.417480
	Iteration 56Q: 3 clusters Score -2.782599e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 202408 members 
Entering Unmasked Estep 
Score: -27825926.000000 Penalty: 6122.417480
	Iteration 57Q: 3 clusters Score -2.782593e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 202550 members 
Entering Unmasked Estep 
Score: -27825948.000000 Penalty: 6122.417480
	Iteration 58Q: 3 clusters Score -2.782595e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 202677 members 
Entering Unmasked Estep 
Score: -27825964.000000 Penalty: 6122.417480
	Iteration 59Q: 3 clusters Score -2.782596e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 202819 members 
Entering Unmasked Estep 
Score: -27825944.000000 Penalty: 6122.417480
	Iteration 60F: 3 clusters Score -2.782594e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 202948 members 
Entering Unmasked Estep 
Score: -27825912.000000 Penalty: 6122.417480
	Iteration 61Q: 3 clusters Score -2.782591e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 203082 members 
Entering Unmasked Estep 
Score: -27825930.000000 Penalty: 6122.417480
	Iteration 62Q: 3 clusters Score -2.782593e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 203218 members 
Entering Unmasked Estep 
Score: -27825866.000000 Penalty: 6122.417480
	Iteration 63Q: 3 clusters Score -2.782587e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 203339 members 
Entering Unmasked Estep 
Score: -27825868.000000 Penalty: 6122.417480
	Iteration 64Q: 3 clusters Score -2.782587e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 203461 members 
Entering Unmasked Estep 
Score: -27825930.000000 Penalty: 6122.417480
	Iteration 65Q: 3 clusters Score -2.782593e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 203589 members 
Entering Unmasked Estep 
Score: -27825944.000000 Penalty: 6122.417480
	Iteration 66Q: 3 clusters Score -2.782594e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 203710 members 
Entering Unmasked Estep 
Score: -27825986.000000 Penalty: 6122.417480
	Iteration 67Q: 3 clusters Score -2.782599e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 203813 members 
Entering Unmasked Estep 
Score: -27825974.000000 Penalty: 6122.417480
	Iteration 68Q: 3 clusters Score -2.782597e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 203911 members 
Entering Unmasked Estep 
Score: -27825988.000000 Penalty: 6122.417480
	Iteration 69Q: 3 clusters Score -2.782599e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 203992 members 
Entering Unmasked Estep 
Score: -27825974.000000 Penalty: 6122.417480
	Iteration 70Q: 3 clusters Score -2.782597e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 204082 members 
Entering Unmasked Estep 
Score: -27825952.000000 Penalty: 6122.417480
	Iteration 71Q: 3 clusters Score -2.782595e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 204155 members 
Entering Unmasked Estep 
Score: -27825936.000000 Penalty: 6122.417480
	Iteration 72Q: 3 clusters Score -2.782594e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 204220 members 
Entering Unmasked Estep 
Score: -27825914.000000 Penalty: 6122.417480
	Iteration 73Q: 3 clusters Score -2.782591e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 204276 members 
Entering Unmasked Estep 
Score: -27825908.000000 Penalty: 6122.417480
	Iteration 74Q: 3 clusters Score -2.782591e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 204327 members 
Entering Unmasked Estep 
Score: -27825918.000000 Penalty: 6122.417480
	Iteration 75Q: 3 clusters Score -2.782592e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 204375 members 
Entering Unmasked Estep 
Score: -27825920.000000 Penalty: 6122.417480
	Iteration 76Q: 3 clusters Score -2.782592e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 204415 members 
Entering Unmasked Estep 
Score: -27825922.000000 Penalty: 6122.417480
	Iteration 77Q: 3 clusters Score -2.782592e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 204464 members 
Entering Unmasked Estep 
Score: -27825898.000000 Penalty: 6122.417480
	Iteration 78Q: 3 clusters Score -2.78259e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 204509 members 
Entering Unmasked Estep 
Score: -27825886.000000 Penalty: 6122.417480
	Iteration 79Q: 3 clusters Score -2.782589e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 204552 members 
Entering Unmasked Estep 
Score: -27825870.000000 Penalty: 6122.417480
	Iteration 80F: 3 clusters Score -2.782587e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 204592 members 
Entering Unmasked Estep 
Score: -27825848.000000 Penalty: 6122.417480
	Iteration 81Q: 3 clusters Score -2.782585e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 204638 members 
Entering Unmasked Estep 
Score: -27825850.000000 Penalty: 6122.417480
	Iteration 82Q: 3 clusters Score -2.782585e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 204680 members 
Entering Unmasked Estep 
Score: -27825840.000000 Penalty: 6122.417480
	Iteration 83Q: 3 clusters Score -2.782584e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 204725 members 
Entering Unmasked Estep 
Score: -27825850.000000 Penalty: 6122.417480
	Iteration 84Q: 3 clusters Score -2.782585e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 204772 members 
Entering Unmasked Estep 
Score: -27825838.000000 Penalty: 6122.417480
	Iteration 85Q: 3 clusters Score -2.782584e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 204808 members 
Entering Unmasked Estep 
Score: -27825852.000000 Penalty: 6122.417480
	Iteration 86Q: 3 clusters Score -2.782585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 204832 members 
Entering Unmasked Estep 
Score: -27825842.000000 Penalty: 6122.417480
	Iteration 87Q: 3 clusters Score -2.782584e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 204854 members 
Entering Unmasked Estep 
Score: -27825858.000000 Penalty: 6122.417480
	Iteration 88Q: 3 clusters Score -2.782586e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 204874 members 
Entering Unmasked Estep 
Score: -27825872.000000 Penalty: 6122.417480
	Iteration 89Q: 3 clusters Score -2.782587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 204887 members 
Entering Unmasked Estep 
Score: -27825860.000000 Penalty: 6122.417480
	Iteration 90Q: 3 clusters Score -2.782586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 204898 members 
Entering Unmasked Estep 
Score: -27825846.000000 Penalty: 6122.417480
	Iteration 91Q: 3 clusters Score -2.782585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 204905 members 
Entering Unmasked Estep 
Score: -27825840.000000 Penalty: 6122.417480
	Iteration 92Q: 3 clusters Score -2.782584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 204914 members 
Entering Unmasked Estep 
Score: -27825832.000000 Penalty: 6122.417480
	Iteration 93Q: 3 clusters Score -2.782583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 204920 members 
Entering Unmasked Estep 
Score: -27825838.000000 Penalty: 6122.417480
	Iteration 94Q: 3 clusters Score -2.782584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 204927 members 
Entering Unmasked Estep 
Score: -27825842.000000 Penalty: 6122.417480
	Iteration 95Q: 3 clusters Score -2.782584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 204930 members 
Entering Unmasked Estep 
Score: -27825834.000000 Penalty: 6122.417480
	Iteration 96Q: 3 clusters Score -2.782583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 204939 members 
Entering Unmasked Estep 
Score: -27825850.000000 Penalty: 6122.417480
	Iteration 97Q: 3 clusters Score -2.782585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 204945 members 
Entering Unmasked Estep 
Score: -27825864.000000 Penalty: 6122.417480
	Iteration 98Q: 3 clusters Score -2.782586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 204951 members 
Entering Unmasked Estep 
Score: -27825854.000000 Penalty: 6122.417480
	Iteration 99Q: 3 clusters Score -2.782585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 204956 members 
Entering Unmasked Estep 
Score: -27825858.000000 Penalty: 6122.417480
	Iteration 100F: 3 clusters Score -2.782586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 204958 members 
Entering Unmasked Estep 
Score: -27825852.000000 Penalty: 6122.417480
	Iteration 101Q: 3 clusters Score -2.782585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 204961 members 
Entering Unmasked Estep 
Score: -27825848.000000 Penalty: 6122.417480
	Iteration 102Q: 3 clusters Score -2.782585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 204963 members 
Entering Unmasked Estep 
Score: -27825846.000000 Penalty: 6122.417480
	Iteration 103Q: 3 clusters Score -2.782585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 204966 members 
Entering Unmasked Estep 
Score: -27825856.000000 Penalty: 6122.417480
	Iteration 104Q: 3 clusters Score -2.782586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 204969 members 
Entering Unmasked Estep 
Score: -27825848.000000 Penalty: 6122.417480
	Iteration 105Q: 3 clusters Score -2.782585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 204970 members 
Entering Unmasked Estep 
Score: -27825850.000000 Penalty: 6122.417480
	Iteration 106Q: 3 clusters Score -2.782585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 204971 members 
Entering Unmasked Estep 
Score: -27825850.000000 Penalty: 6122.417480
	Iteration 107Q: 3 clusters Score -2.782585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 204972 members 
Entering Unmasked Estep 
Score: -27825852.000000 Penalty: 6122.417480
	Iteration 108Q: 3 clusters Score -2.782585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 204975 members 
Entering Unmasked Estep 
Score: -27825844.000000 Penalty: 6122.417480
	Iteration 109Q: 3 clusters Score -2.782584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 204978 members 
Entering Unmasked Estep 
Score: -27825840.000000 Penalty: 6122.417480
	Iteration 110Q: 3 clusters Score -2.782584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 204979 members 
Entering Unmasked Estep 
Score: -27825840.000000 Penalty: 6122.417480
	Iteration 111Q: 3 clusters Score -2.782584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 204979 members 
Entering Unmasked Estep 
Score: -27825840.000000 Penalty: 6122.417480
	Iteration 112F: 3 clusters Score -2.782584e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 44877 members 
Mstep: Class 6 contains 68701 members 
Mstep: Class 7 contains 41463 members 
Mstep: Class 8 contains 3545 members 
Mstep: Class 9 contains 236929 members 
Mstep: Class 10 contains 5855 members 
Mstep: Class 11 contains 32421 members 
Mstep: Class 12 contains 11419 members 
Mstep: Class 13 contains 6320 members 
Mstep: Class 14 contains 1288 members 
Mstep: Class 15 contains 56049 members 
Mstep: Class 16 contains 24504 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 89917 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3710 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62637 members 
Mstep: Class 23 contains 3085 members 
Mstep: Class 24 contains 276553 members 
Mstep: Class 25 contains 12700 members 
Mstep: Class 26 contains 25067 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 1020 members 
Mstep: Class 29 contains 8561 members 
Mstep: Class 30 contains 5580 members 
Mstep: Class 31 contains 419 members 
Mstep: Class 32 contains 204979 members 
Entering Unmasked Estep 
Score: -148003328.000000 Penalty: 111382.570312
Splitting cluster 16 changes total score from -147999136.000000 to -148003328.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -236881.843750 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -236881.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -234245.375000 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -234245.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -234712.828125 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -234712.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -234917.531250 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -234917.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -235078.953125 Penalty: 3753.916260
	Iteration 3F: 3 clusters Score -235079 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -235343.312500 Penalty: 3753.916260
	Iteration 4F: 3 clusters Score -235343.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -235706.234375 Penalty: 3753.916260
	Iteration 5F: 3 clusters Score -235706.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -235864.218750 Penalty: 3753.916260
	Iteration 6F: 3 clusters Score -235864.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -235980.593750 Penalty: 3753.916260
	Iteration 7F: 3 clusters Score -235980.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -236103.640625 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -236103.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -236236.046875 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -236236 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -236329.765625 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -236329.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -236405.406250 Penalty: 3753.916260
	Iteration 11Q: 3 clusters Score -236405.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -236449.125000 Penalty: 3753.916260
	Iteration 12Q: 3 clusters Score -236449.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -236489.500000 Penalty: 3753.916260
	Iteration 13Q: 3 clusters Score -236489.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -236507.234375 Penalty: 3753.916260
	Iteration 14Q: 3 clusters Score -236507.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -236529.734375 Penalty: 3753.916260
	Iteration 15Q: 3 clusters Score -236529.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -236542.781250 Penalty: 3753.916260
	Iteration 16Q: 3 clusters Score -236542.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -236560.593750 Penalty: 3753.916260
	Iteration 17Q: 3 clusters Score -236560.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -236581.718750 Penalty: 3753.916260
	Iteration 18Q: 3 clusters Score -236581.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -236589.421875 Penalty: 3753.916260
	Iteration 19Q: 3 clusters Score -236589.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -236601.890625 Penalty: 3753.916260
	Iteration 20F: 3 clusters Score -236601.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -236609.421875 Penalty: 3753.916260
	Iteration 21Q: 3 clusters Score -236609.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -236625.625000 Penalty: 3753.916260
	Iteration 22Q: 3 clusters Score -236625.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -236635.609375 Penalty: 3753.916260
	Iteration 23Q: 3 clusters Score -236635.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -236650.750000 Penalty: 3753.916260
	Iteration 24Q: 3 clusters Score -236650.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -236681.515625 Penalty: 3753.916260
	Iteration 25Q: 3 clusters Score -236681.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -236720.343750 Penalty: 3753.916260
	Iteration 26Q: 3 clusters Score -236720.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -236728.234375 Penalty: 3753.916260
	Iteration 27Q: 3 clusters Score -236728.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -236730.984375 Penalty: 3753.916260
	Iteration 28Q: 3 clusters Score -236731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -236730.984375 Penalty: 3753.916260
	Iteration 29F: 3 clusters Score -236731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (89917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89917 members 
Entering Unmasked Estep 
Score: -10912663.000000 Penalty: 2828.847168
	Iteration 0F: 2 clusters Score -1.091266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -10852506.000000 Penalty: 5657.694336
	Iteration 0F: 3 clusters Score -1.085251e+07 nChanged 42431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -10877400.000000 Penalty: 5657.694336
	Iteration 1F: 3 clusters Score -1.08774e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -10879083.000000 Penalty: 5657.694336
	Iteration 2Q: 3 clusters Score -1.087908e+07 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -10881585.000000 Penalty: 5657.694336
	Iteration 3F: 3 clusters Score -1.088158e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57073 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -10884948.000000 Penalty: 5657.694336
	Iteration 4F: 3 clusters Score -1.088495e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62001 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -10889509.000000 Penalty: 5657.694336
	Iteration 5F: 3 clusters Score -1.088951e+07 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67455 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -10894818.000000 Penalty: 5657.694336
	Iteration 6F: 3 clusters Score -1.089482e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72329 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -10899774.000000 Penalty: 5657.694336
	Iteration 7F: 3 clusters Score -1.089977e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75986 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -10903848.000000 Penalty: 5657.694336
	Iteration 8Q: 3 clusters Score -1.090385e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78224 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -10906395.000000 Penalty: 5657.694336
	Iteration 9Q: 3 clusters Score -1.09064e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79659 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -10907773.000000 Penalty: 5657.694336
	Iteration 10Q: 3 clusters Score -1.090777e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80709 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -10908577.000000 Penalty: 5657.694336
	Iteration 11Q: 3 clusters Score -1.090858e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81531 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -10909024.000000 Penalty: 5657.694336
	Iteration 12Q: 3 clusters Score -1.090902e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82237 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -10909409.000000 Penalty: 5657.694336
	Iteration 13Q: 3 clusters Score -1.090941e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82827 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -10909689.000000 Penalty: 5657.694336
	Iteration 14Q: 3 clusters Score -1.090969e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83310 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -10909803.000000 Penalty: 5657.694336
	Iteration 15Q: 3 clusters Score -1.09098e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83739 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -10909947.000000 Penalty: 5657.694336
	Iteration 16Q: 3 clusters Score -1.090995e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84114 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -10910082.000000 Penalty: 5657.694336
	Iteration 17Q: 3 clusters Score -1.091008e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84413 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -10910194.000000 Penalty: 5657.694336
	Iteration 18Q: 3 clusters Score -1.091019e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84676 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -10910264.000000 Penalty: 5657.694336
	Iteration 19Q: 3 clusters Score -1.091026e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84900 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -10910339.000000 Penalty: 5657.694336
	Iteration 20F: 3 clusters Score -1.091034e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85126 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -10910381.000000 Penalty: 5657.694336
	Iteration 21Q: 3 clusters Score -1.091038e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85340 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -10910392.000000 Penalty: 5657.694336
	Iteration 22Q: 3 clusters Score -1.091039e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85521 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -10910442.000000 Penalty: 5657.694336
	Iteration 23Q: 3 clusters Score -1.091044e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85680 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -10910452.000000 Penalty: 5657.694336
	Iteration 24Q: 3 clusters Score -1.091045e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85818 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -10910456.000000 Penalty: 5657.694336
	Iteration 25Q: 3 clusters Score -1.091046e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85946 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -10910523.000000 Penalty: 5657.694336
	Iteration 26Q: 3 clusters Score -1.091052e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86069 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -10910527.000000 Penalty: 5657.694336
	Iteration 27Q: 3 clusters Score -1.091053e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86178 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -10910553.000000 Penalty: 5657.694336
	Iteration 28Q: 3 clusters Score -1.091055e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86268 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -10910589.000000 Penalty: 5657.694336
	Iteration 29Q: 3 clusters Score -1.091059e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86367 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -10910627.000000 Penalty: 5657.694336
	Iteration 30Q: 3 clusters Score -1.091063e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86458 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -10910659.000000 Penalty: 5657.694336
	Iteration 31Q: 3 clusters Score -1.091066e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86534 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -10910654.000000 Penalty: 5657.694336
	Iteration 32Q: 3 clusters Score -1.091065e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86617 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -10910664.000000 Penalty: 5657.694336
	Iteration 33Q: 3 clusters Score -1.091066e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86700 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -10910698.000000 Penalty: 5657.694336
	Iteration 34Q: 3 clusters Score -1.09107e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86759 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -10910725.000000 Penalty: 5657.694336
	Iteration 35Q: 3 clusters Score -1.091072e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86818 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -10910711.000000 Penalty: 5657.694336
	Iteration 36Q: 3 clusters Score -1.091071e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86877 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -10910728.000000 Penalty: 5657.694336
	Iteration 37Q: 3 clusters Score -1.091073e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -10910731.000000 Penalty: 5657.694336
	Iteration 38Q: 3 clusters Score -1.091073e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86959 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -10910742.000000 Penalty: 5657.694336
	Iteration 39Q: 3 clusters Score -1.091074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86980 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -10910753.000000 Penalty: 5657.694336
	Iteration 40F: 3 clusters Score -1.091075e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86997 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -10910745.000000 Penalty: 5657.694336
	Iteration 41Q: 3 clusters Score -1.091074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87013 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -10910747.000000 Penalty: 5657.694336
	Iteration 42Q: 3 clusters Score -1.091075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87025 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -10910742.000000 Penalty: 5657.694336
	Iteration 43Q: 3 clusters Score -1.091074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87037 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -10910755.000000 Penalty: 5657.694336
	Iteration 44Q: 3 clusters Score -1.091076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87047 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -10910756.000000 Penalty: 5657.694336
	Iteration 45Q: 3 clusters Score -1.091076e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87059 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -10910761.000000 Penalty: 5657.694336
	Iteration 46Q: 3 clusters Score -1.091076e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87073 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -10910768.000000 Penalty: 5657.694336
	Iteration 47Q: 3 clusters Score -1.091077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87084 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -10910755.000000 Penalty: 5657.694336
	Iteration 48Q: 3 clusters Score -1.091076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87089 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -10910757.000000 Penalty: 5657.694336
	Iteration 49Q: 3 clusters Score -1.091076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87092 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -10910752.000000 Penalty: 5657.694336
	Iteration 50Q: 3 clusters Score -1.091075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87096 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -10910749.000000 Penalty: 5657.694336
	Iteration 51Q: 3 clusters Score -1.091075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87101 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -10910752.000000 Penalty: 5657.694336
	Iteration 52Q: 3 clusters Score -1.091075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87103 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -10910753.000000 Penalty: 5657.694336
	Iteration 53Q: 3 clusters Score -1.091075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87103 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -10910753.000000 Penalty: 5657.694336
	Iteration 54F: 3 clusters Score -1.091075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Entering Unmasked Estep 
Score: -533431.000000 Penalty: 2088.383789
	Iteration 0F: 2 clusters Score -533431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -529179.625000 Penalty: 4176.767578
	Iteration 0F: 3 clusters Score -529179.6 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -530146.062500 Penalty: 4176.767578
	Iteration 1F: 3 clusters Score -530146.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -530362.312500 Penalty: 4176.767578
	Iteration 2F: 3 clusters Score -530362.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -530491.000000 Penalty: 4176.767578
	Iteration 3F: 3 clusters Score -530491 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -530576.250000 Penalty: 4176.767578
	Iteration 4Q: 3 clusters Score -530576.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -530646.937500 Penalty: 4176.767578
	Iteration 5Q: 3 clusters Score -530646.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -530700.562500 Penalty: 4176.767578
	Iteration 6Q: 3 clusters Score -530700.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -530764.250000 Penalty: 4176.767578
	Iteration 7Q: 3 clusters Score -530764.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -530838.625000 Penalty: 4176.767578
	Iteration 8Q: 3 clusters Score -530838.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -530924.687500 Penalty: 4176.767578
	Iteration 9Q: 3 clusters Score -530924.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -531041.125000 Penalty: 4176.767578
	Iteration 10Q: 3 clusters Score -531041.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -531220.125000 Penalty: 4176.767578
	Iteration 11Q: 3 clusters Score -531220.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -531408.125000 Penalty: 4176.767578
	Iteration 12Q: 3 clusters Score -531408.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -531603.687500 Penalty: 4176.767578
	Iteration 13Q: 3 clusters Score -531603.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -531770.187500 Penalty: 4176.767578
	Iteration 14Q: 3 clusters Score -531770.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -531876.250000 Penalty: 4176.767578
	Iteration 15Q: 3 clusters Score -531876.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -531936.875000 Penalty: 4176.767578
	Iteration 16Q: 3 clusters Score -531936.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -531972.062500 Penalty: 4176.767578
	Iteration 17Q: 3 clusters Score -531972.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -531998.375000 Penalty: 4176.767578
	Iteration 18Q: 3 clusters Score -531998.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -532018.750000 Penalty: 4176.767578
	Iteration 19Q: 3 clusters Score -532018.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -532029.312500 Penalty: 4176.767578
	Iteration 20F: 3 clusters Score -532029.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -532039.125000 Penalty: 4176.767578
	Iteration 21Q: 3 clusters Score -532039.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -532056.750000 Penalty: 4176.767578
	Iteration 22Q: 3 clusters Score -532056.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -532074.875000 Penalty: 4176.767578
	Iteration 23Q: 3 clusters Score -532074.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -532087.062500 Penalty: 4176.767578
	Iteration 24Q: 3 clusters Score -532087.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -532096.187500 Penalty: 4176.767578
	Iteration 25Q: 3 clusters Score -532096.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -532103.375000 Penalty: 4176.767578
	Iteration 26Q: 3 clusters Score -532103.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -532111.312500 Penalty: 4176.767578
	Iteration 27Q: 3 clusters Score -532111.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -532117.375000 Penalty: 4176.767578
	Iteration 28Q: 3 clusters Score -532117.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -532123.000000 Penalty: 4176.767578
	Iteration 29Q: 3 clusters Score -532123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -532130.437500 Penalty: 4176.767578
	Iteration 30Q: 3 clusters Score -532130.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -532131.375000 Penalty: 4176.767578
	Iteration 31Q: 3 clusters Score -532131.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -532132.000000 Penalty: 4176.767578
	Iteration 32Q: 3 clusters Score -532132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -532132.562500 Penalty: 4176.767578
	Iteration 33Q: 3 clusters Score -532132.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -532133.187500 Penalty: 4176.767578
	Iteration 34Q: 3 clusters Score -532133.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -532133.062500 Penalty: 4176.767578
	Iteration 35Q: 3 clusters Score -532133.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -532133.062500 Penalty: 4176.767578
	Iteration 36F: 3 clusters Score -532133.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Entering Unmasked Estep 
Score: -432858.406250 Penalty: 2038.259277
	Iteration 0F: 2 clusters Score -432858.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -429136.375000 Penalty: 4076.518555
	Iteration 0F: 3 clusters Score -429136.4 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -429994.062500 Penalty: 4076.518555
	Iteration 1F: 3 clusters Score -429994.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -430249.062500 Penalty: 4076.518555
	Iteration 2F: 3 clusters Score -430249.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -430462.437500 Penalty: 4076.518555
	Iteration 3F: 3 clusters Score -430462.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -430659.656250 Penalty: 4076.518555
	Iteration 4Q: 3 clusters Score -430659.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -430875.250000 Penalty: 4076.518555
	Iteration 5Q: 3 clusters Score -430875.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -431127.500000 Penalty: 4076.518555
	Iteration 6F: 3 clusters Score -431127.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -431309.593750 Penalty: 4076.518555
	Iteration 7Q: 3 clusters Score -431309.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -431461.656250 Penalty: 4076.518555
	Iteration 8Q: 3 clusters Score -431461.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -431595.843750 Penalty: 4076.518555
	Iteration 9Q: 3 clusters Score -431595.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -431697.000000 Penalty: 4076.518555
	Iteration 10Q: 3 clusters Score -431697 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -431783.093750 Penalty: 4076.518555
	Iteration 11Q: 3 clusters Score -431783.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -431857.437500 Penalty: 4076.518555
	Iteration 12Q: 3 clusters Score -431857.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -431927.218750 Penalty: 4076.518555
	Iteration 13Q: 3 clusters Score -431927.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -431968.250000 Penalty: 4076.518555
	Iteration 14Q: 3 clusters Score -431968.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -432012.031250 Penalty: 4076.518555
	Iteration 15Q: 3 clusters Score -432012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -432082.156250 Penalty: 4076.518555
	Iteration 16Q: 3 clusters Score -432082.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -432136.625000 Penalty: 4076.518555
	Iteration 17Q: 3 clusters Score -432136.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -432199.125000 Penalty: 4076.518555
	Iteration 18Q: 3 clusters Score -432199.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -432270.125000 Penalty: 4076.518555
	Iteration 19Q: 3 clusters Score -432270.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -432319.687500 Penalty: 4076.518555
	Iteration 20F: 3 clusters Score -432319.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -432353.968750 Penalty: 4076.518555
	Iteration 21Q: 3 clusters Score -432354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -432382.750000 Penalty: 4076.518555
	Iteration 22Q: 3 clusters Score -432382.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -432409.281250 Penalty: 4076.518555
	Iteration 23Q: 3 clusters Score -432409.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -432427.468750 Penalty: 4076.518555
	Iteration 24Q: 3 clusters Score -432427.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -432441.906250 Penalty: 4076.518555
	Iteration 25Q: 3 clusters Score -432441.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -432450.093750 Penalty: 4076.518555
	Iteration 26Q: 3 clusters Score -432450.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -432456.968750 Penalty: 4076.518555
	Iteration 27Q: 3 clusters Score -432457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -432466.750000 Penalty: 4076.518555
	Iteration 28Q: 3 clusters Score -432466.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -432484.375000 Penalty: 4076.518555
	Iteration 29Q: 3 clusters Score -432484.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -432513.062500 Penalty: 4076.518555
	Iteration 30Q: 3 clusters Score -432513.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -432551.093750 Penalty: 4076.518555
	Iteration 31Q: 3 clusters Score -432551.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -432589.875000 Penalty: 4076.518555
	Iteration 32Q: 3 clusters Score -432589.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -432630.656250 Penalty: 4076.518555
	Iteration 33Q: 3 clusters Score -432630.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -432669.562500 Penalty: 4076.518555
	Iteration 34Q: 3 clusters Score -432669.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -432706.437500 Penalty: 4076.518555
	Iteration 35Q: 3 clusters Score -432706.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -432741.218750 Penalty: 4076.518555
	Iteration 36Q: 3 clusters Score -432741.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -432770.750000 Penalty: 4076.518555
	Iteration 37Q: 3 clusters Score -432770.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -432789.906250 Penalty: 4076.518555
	Iteration 38Q: 3 clusters Score -432789.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -432801.281250 Penalty: 4076.518555
	Iteration 39Q: 3 clusters Score -432801.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -432806.843750 Penalty: 4076.518555
	Iteration 40F: 3 clusters Score -432806.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -432812.187500 Penalty: 4076.518555
	Iteration 41Q: 3 clusters Score -432812.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -432818.843750 Penalty: 4076.518555
	Iteration 42Q: 3 clusters Score -432818.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -432820.843750 Penalty: 4076.518555
	Iteration 43Q: 3 clusters Score -432820.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -432820.937500 Penalty: 4076.518555
	Iteration 44Q: 3 clusters Score -432820.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -432821.156250 Penalty: 4076.518555
	Iteration 45Q: 3 clusters Score -432821.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -432821.875000 Penalty: 4076.518555
	Iteration 46Q: 3 clusters Score -432821.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -432821.968750 Penalty: 4076.518555
	Iteration 47Q: 3 clusters Score -432822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -432821.968750 Penalty: 4076.518555
	Iteration 48F: 3 clusters Score -432822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Entering Unmasked Estep 
Score: -157314.171875 Penalty: 1780.846069
	Iteration 0F: 2 clusters Score -157314.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -155158.000000 Penalty: 3561.692139
	Iteration 0F: 3 clusters Score -155158 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -155506.531250 Penalty: 3561.692139
	Iteration 1F: 3 clusters Score -155506.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -155618.984375 Penalty: 3561.692139
	Iteration 2F: 3 clusters Score -155619 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -155671.468750 Penalty: 3561.692139
	Iteration 3Q: 3 clusters Score -155671.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -155700.281250 Penalty: 3561.692139
	Iteration 4Q: 3 clusters Score -155700.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -155737.515625 Penalty: 3561.692139
	Iteration 5Q: 3 clusters Score -155737.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -155793.468750 Penalty: 3561.692139
	Iteration 6Q: 3 clusters Score -155793.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -155849.296875 Penalty: 3561.692139
	Iteration 7Q: 3 clusters Score -155849.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -155901.906250 Penalty: 3561.692139
	Iteration 8Q: 3 clusters Score -155901.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -155975.187500 Penalty: 3561.692139
	Iteration 9Q: 3 clusters Score -155975.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -156078.671875 Penalty: 3561.692139
	Iteration 10Q: 3 clusters Score -156078.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -156159.875000 Penalty: 3561.692139
	Iteration 11Q: 3 clusters Score -156159.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -156223.906250 Penalty: 3561.692139
	Iteration 12Q: 3 clusters Score -156223.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -156286.218750 Penalty: 3561.692139
	Iteration 13Q: 3 clusters Score -156286.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -156345.437500 Penalty: 3561.692139
	Iteration 14Q: 3 clusters Score -156345.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -156384.187500 Penalty: 3561.692139
	Iteration 15Q: 3 clusters Score -156384.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -156409.406250 Penalty: 3561.692139
	Iteration 16Q: 3 clusters Score -156409.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -156438.750000 Penalty: 3561.692139
	Iteration 17Q: 3 clusters Score -156438.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -156471.109375 Penalty: 3561.692139
	Iteration 18Q: 3 clusters Score -156471.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -156485.703125 Penalty: 3561.692139
	Iteration 19Q: 3 clusters Score -156485.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -156512.031250 Penalty: 3561.692139
	Iteration 20F: 3 clusters Score -156512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -156546.062500 Penalty: 3561.692139
	Iteration 21Q: 3 clusters Score -156546.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -156564.468750 Penalty: 3561.692139
	Iteration 22Q: 3 clusters Score -156564.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -156575.218750 Penalty: 3561.692139
	Iteration 23Q: 3 clusters Score -156575.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -156577.593750 Penalty: 3561.692139
	Iteration 24Q: 3 clusters Score -156577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -156578.375000 Penalty: 3561.692139
	Iteration 25Q: 3 clusters Score -156578.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -156578.984375 Penalty: 3561.692139
	Iteration 26Q: 3 clusters Score -156579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -156582.156250 Penalty: 3561.692139
	Iteration 27Q: 3 clusters Score -156582.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -156583.281250 Penalty: 3561.692139
	Iteration 28Q: 3 clusters Score -156583.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -156583.984375 Penalty: 3561.692139
	Iteration 29Q: 3 clusters Score -156584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -156585.343750 Penalty: 3561.692139
	Iteration 30Q: 3 clusters Score -156585.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -156587.531250 Penalty: 3561.692139
	Iteration 31Q: 3 clusters Score -156587.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -156587.531250 Penalty: 3561.692139
	Iteration 32F: 3 clusters Score -156587.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (62637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Entering Unmasked Estep 
Score: -7691870.500000 Penalty: 2739.187744
	Iteration 0F: 2 clusters Score -7691870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -7649848.000000 Penalty: 5478.375488
	Iteration 0F: 3 clusters Score -7649848 nChanged 29279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -7666565.500000 Penalty: 5478.375488
	Iteration 1F: 3 clusters Score -7666566 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -7667709.000000 Penalty: 5478.375488
	Iteration 2Q: 3 clusters Score -7667709 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -7669320.000000 Penalty: 5478.375488
	Iteration 3F: 3 clusters Score -7669320 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -7671579.500000 Penalty: 5478.375488
	Iteration 4F: 3 clusters Score -7671580 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -7674467.000000 Penalty: 5478.375488
	Iteration 5F: 3 clusters Score -7674467 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -7677192.500000 Penalty: 5478.375488
	Iteration 6F: 3 clusters Score -7677192 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -7679108.500000 Penalty: 5478.375488
	Iteration 7F: 3 clusters Score -7679108 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -7680265.000000 Penalty: 5478.375488
	Iteration 8Q: 3 clusters Score -7680265 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -7680988.500000 Penalty: 5478.375488
	Iteration 9Q: 3 clusters Score -7680988 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -7681447.500000 Penalty: 5478.375488
	Iteration 10Q: 3 clusters Score -7681448 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -7681811.500000 Penalty: 5478.375488
	Iteration 11Q: 3 clusters Score -7681812 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -7682219.000000 Penalty: 5478.375488
	Iteration 12Q: 3 clusters Score -7682219 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -7682701.500000 Penalty: 5478.375488
	Iteration 13Q: 3 clusters Score -7682702 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -7683314.000000 Penalty: 5478.375488
	Iteration 14Q: 3 clusters Score -7683314 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -7683957.000000 Penalty: 5478.375488
	Iteration 15Q: 3 clusters Score -7683957 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -7684659.500000 Penalty: 5478.375488
	Iteration 16Q: 3 clusters Score -7684660 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -7685269.500000 Penalty: 5478.375488
	Iteration 17Q: 3 clusters Score -7685270 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -7685723.500000 Penalty: 5478.375488
	Iteration 18Q: 3 clusters Score -7685724 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -7686129.500000 Penalty: 5478.375488
	Iteration 19Q: 3 clusters Score -7686130 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -7686428.500000 Penalty: 5478.375488
	Iteration 20F: 3 clusters Score -7686428 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -7686638.000000 Penalty: 5478.375488
	Iteration 21Q: 3 clusters Score -7686638 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -7686809.000000 Penalty: 5478.375488
	Iteration 22Q: 3 clusters Score -7686809 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -7686943.000000 Penalty: 5478.375488
	Iteration 23Q: 3 clusters Score -7686943 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -7686997.500000 Penalty: 5478.375488
	Iteration 24Q: 3 clusters Score -7686998 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -7687040.500000 Penalty: 5478.375488
	Iteration 25Q: 3 clusters Score -7687040 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -7687103.000000 Penalty: 5478.375488
	Iteration 26Q: 3 clusters Score -7687103 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -7687185.500000 Penalty: 5478.375488
	Iteration 27Q: 3 clusters Score -7687186 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -7687215.000000 Penalty: 5478.375488
	Iteration 28Q: 3 clusters Score -7687215 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -7687250.000000 Penalty: 5478.375488
	Iteration 29Q: 3 clusters Score -7687250 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -7687290.000000 Penalty: 5478.375488
	Iteration 30Q: 3 clusters Score -7687290 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -7687299.000000 Penalty: 5478.375488
	Iteration 31Q: 3 clusters Score -7687299 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -7687362.500000 Penalty: 5478.375488
	Iteration 32Q: 3 clusters Score -7687362 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -7687390.500000 Penalty: 5478.375488
	Iteration 33Q: 3 clusters Score -7687390 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -7687415.500000 Penalty: 5478.375488
	Iteration 34Q: 3 clusters Score -7687416 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -7687433.500000 Penalty: 5478.375488
	Iteration 35Q: 3 clusters Score -7687434 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -7687481.000000 Penalty: 5478.375488
	Iteration 36Q: 3 clusters Score -7687481 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -7687528.000000 Penalty: 5478.375488
	Iteration 37Q: 3 clusters Score -7687528 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -7687568.500000 Penalty: 5478.375488
	Iteration 38Q: 3 clusters Score -7687568 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -7687636.500000 Penalty: 5478.375488
	Iteration 39Q: 3 clusters Score -7687636 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -7687694.000000 Penalty: 5478.375488
	Iteration 40F: 3 clusters Score -7687694 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
Score: -7687786.000000 Penalty: 5478.375488
	Iteration 41Q: 3 clusters Score -7687786 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -7687830.500000 Penalty: 5478.375488
	Iteration 42Q: 3 clusters Score -7687830 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -7687869.500000 Penalty: 5478.375488
	Iteration 43Q: 3 clusters Score -7687870 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -7687925.000000 Penalty: 5478.375488
	Iteration 44Q: 3 clusters Score -7687925 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -7687969.500000 Penalty: 5478.375488
	Iteration 45Q: 3 clusters Score -7687970 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -7687983.000000 Penalty: 5478.375488
	Iteration 46Q: 3 clusters Score -7687983 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -7688034.000000 Penalty: 5478.375488
	Iteration 47Q: 3 clusters Score -7688034 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -7688087.500000 Penalty: 5478.375488
	Iteration 48Q: 3 clusters Score -7688088 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 51624 members 
Entering Unmasked Estep 
Score: -7688122.500000 Penalty: 5478.375488
	Iteration 49Q: 3 clusters Score -7688122 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -7688165.000000 Penalty: 5478.375488
	Iteration 50Q: 3 clusters Score -7688165 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -7688202.000000 Penalty: 5478.375488
	Iteration 51Q: 3 clusters Score -7688202 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -7688301.500000 Penalty: 5478.375488
	Iteration 52Q: 3 clusters Score -7688302 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 52947 members 
Entering Unmasked Estep 
Score: -7688416.500000 Penalty: 5478.375488
	Iteration 53Q: 3 clusters Score -7688416 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -7688519.000000 Penalty: 5478.375488
	Iteration 54Q: 3 clusters Score -7688519 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 53695 members 
Entering Unmasked Estep 
Score: -7688588.000000 Penalty: 5478.375488
	Iteration 55Q: 3 clusters Score -7688588 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -7688648.000000 Penalty: 5478.375488
	Iteration 56Q: 3 clusters Score -7688648 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -7688754.000000 Penalty: 5478.375488
	Iteration 57Q: 3 clusters Score -7688754 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 54689 members 
Entering Unmasked Estep 
Score: -7688824.500000 Penalty: 5478.375488
	Iteration 58Q: 3 clusters Score -7688824 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -7688898.500000 Penalty: 5478.375488
	Iteration 59Q: 3 clusters Score -7688898 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -7688967.500000 Penalty: 5478.375488
	Iteration 60F: 3 clusters Score -7688968 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -7689029.000000 Penalty: 5478.375488
	Iteration 61Q: 3 clusters Score -7689029 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -7689079.000000 Penalty: 5478.375488
	Iteration 62Q: 3 clusters Score -7689079 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 56202 members 
Entering Unmasked Estep 
Score: -7689165.000000 Penalty: 5478.375488
	Iteration 63Q: 3 clusters Score -7689165 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 56484 members 
Entering Unmasked Estep 
Score: -7689231.000000 Penalty: 5478.375488
	Iteration 64Q: 3 clusters Score -7689231 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -7689295.000000 Penalty: 5478.375488
	Iteration 65Q: 3 clusters Score -7689295 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -7689356.500000 Penalty: 5478.375488
	Iteration 66Q: 3 clusters Score -7689356 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -7689394.000000 Penalty: 5478.375488
	Iteration 67Q: 3 clusters Score -7689394 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -7689445.500000 Penalty: 5478.375488
	Iteration 68Q: 3 clusters Score -7689446 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -7689491.000000 Penalty: 5478.375488
	Iteration 69Q: 3 clusters Score -7689491 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -7689526.000000 Penalty: 5478.375488
	Iteration 70Q: 3 clusters Score -7689526 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 57992 members 
Entering Unmasked Estep 
Score: -7689566.500000 Penalty: 5478.375488
	Iteration 71Q: 3 clusters Score -7689566 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -7689594.000000 Penalty: 5478.375488
	Iteration 72Q: 3 clusters Score -7689594 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 58235 members 
Entering Unmasked Estep 
Score: -7689626.500000 Penalty: 5478.375488
	Iteration 73Q: 3 clusters Score -7689626 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 58338 members 
Entering Unmasked Estep 
Score: -7689627.000000 Penalty: 5478.375488
	Iteration 74Q: 3 clusters Score -7689627 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -7689646.000000 Penalty: 5478.375488
	Iteration 75Q: 3 clusters Score -7689646 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 58563 members 
Entering Unmasked Estep 
Score: -7689698.000000 Penalty: 5478.375488
	Iteration 76Q: 3 clusters Score -7689698 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -7689737.500000 Penalty: 5478.375488
	Iteration 77Q: 3 clusters Score -7689738 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -7689750.500000 Penalty: 5478.375488
	Iteration 78Q: 3 clusters Score -7689750 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -7689751.500000 Penalty: 5478.375488
	Iteration 79Q: 3 clusters Score -7689752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 58970 members 
Entering Unmasked Estep 
Score: -7689762.500000 Penalty: 5478.375488
	Iteration 80F: 3 clusters Score -7689762 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 59041 members 
Entering Unmasked Estep 
Score: -7689782.500000 Penalty: 5478.375488
	Iteration 81Q: 3 clusters Score -7689782 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -7689818.500000 Penalty: 5478.375488
	Iteration 82Q: 3 clusters Score -7689818 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -7689840.500000 Penalty: 5478.375488
	Iteration 83Q: 3 clusters Score -7689840 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
Score: -7689863.500000 Penalty: 5478.375488
	Iteration 84Q: 3 clusters Score -7689864 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 59359 members 
Entering Unmasked Estep 
Score: -7689865.500000 Penalty: 5478.375488
	Iteration 85Q: 3 clusters Score -7689866 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 59434 members 
Entering Unmasked Estep 
Score: -7689905.000000 Penalty: 5478.375488
	Iteration 86Q: 3 clusters Score -7689905 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 59498 members 
Entering Unmasked Estep 
Score: -7689937.000000 Penalty: 5478.375488
	Iteration 87Q: 3 clusters Score -7689937 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 59550 members 
Entering Unmasked Estep 
Score: -7689949.500000 Penalty: 5478.375488
	Iteration 88Q: 3 clusters Score -7689950 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 59597 members 
Entering Unmasked Estep 
Score: -7689970.500000 Penalty: 5478.375488
	Iteration 89Q: 3 clusters Score -7689970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 59628 members 
Entering Unmasked Estep 
Score: -7689977.500000 Penalty: 5478.375488
	Iteration 90Q: 3 clusters Score -7689978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 59655 members 
Entering Unmasked Estep 
Score: -7689993.500000 Penalty: 5478.375488
	Iteration 91Q: 3 clusters Score -7689994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -7689992.500000 Penalty: 5478.375488
	Iteration 92Q: 3 clusters Score -7689992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 59707 members 
Entering Unmasked Estep 
Score: -7689980.000000 Penalty: 5478.375488
	Iteration 93Q: 3 clusters Score -7689980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 59721 members 
Entering Unmasked Estep 
Score: -7689976.500000 Penalty: 5478.375488
	Iteration 94Q: 3 clusters Score -7689976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -7689988.500000 Penalty: 5478.375488
	Iteration 95Q: 3 clusters Score -7689988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -7689991.500000 Penalty: 5478.375488
	Iteration 96Q: 3 clusters Score -7689992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 59760 members 
Entering Unmasked Estep 
Score: -7689997.500000 Penalty: 5478.375488
	Iteration 97Q: 3 clusters Score -7689998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 59778 members 
Entering Unmasked Estep 
Score: -7689995.000000 Penalty: 5478.375488
	Iteration 98Q: 3 clusters Score -7689995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 59789 members 
Entering Unmasked Estep 
Score: -7690002.000000 Penalty: 5478.375488
	Iteration 99Q: 3 clusters Score -7690002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 59794 members 
Entering Unmasked Estep 
Score: -7690012.000000 Penalty: 5478.375488
	Iteration 100F: 3 clusters Score -7690012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 59800 members 
Entering Unmasked Estep 
Score: -7690014.500000 Penalty: 5478.375488
	Iteration 101Q: 3 clusters Score -7690014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -7690015.000000 Penalty: 5478.375488
	Iteration 102Q: 3 clusters Score -7690015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -7690011.500000 Penalty: 5478.375488
	Iteration 103Q: 3 clusters Score -7690012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 59805 members 
Entering Unmasked Estep 
Score: -7690010.000000 Penalty: 5478.375488
	Iteration 104Q: 3 clusters Score -7690010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 59810 members 
Entering Unmasked Estep 
Score: -7690014.000000 Penalty: 5478.375488
	Iteration 105Q: 3 clusters Score -7690014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 59809 members 
Entering Unmasked Estep 
Score: -7690010.000000 Penalty: 5478.375488
	Iteration 106Q: 3 clusters Score -7690010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -7690009.500000 Penalty: 5478.375488
	Iteration 107Q: 3 clusters Score -7690010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 59810 members 
Entering Unmasked Estep 
Score: -7690002.000000 Penalty: 5478.375488
	Iteration 108Q: 3 clusters Score -7690002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -7690006.000000 Penalty: 5478.375488
	Iteration 109Q: 3 clusters Score -7690006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -7690002.500000 Penalty: 5478.375488
	Iteration 110Q: 3 clusters Score -7690002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -7690002.500000 Penalty: 5478.375488
	Iteration 111F: 3 clusters Score -7690002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Entering Unmasked Estep 
Score: -332147.781250 Penalty: 1992.508057
	Iteration 0F: 2 clusters Score -332147.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -328865.093750 Penalty: 3985.016113
	Iteration 0F: 3 clusters Score -328865.1 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -329733.250000 Penalty: 3985.016113
	Iteration 1F: 3 clusters Score -329733.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -330088.562500 Penalty: 3985.016113
	Iteration 2F: 3 clusters Score -330088.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -330491.218750 Penalty: 3985.016113
	Iteration 3F: 3 clusters Score -330491.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -330935.625000 Penalty: 3985.016113
	Iteration 4F: 3 clusters Score -330935.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -331268.375000 Penalty: 3985.016113
	Iteration 5F: 3 clusters Score -331268.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -331441.093750 Penalty: 3985.016113
	Iteration 6Q: 3 clusters Score -331441.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -331533.062500 Penalty: 3985.016113
	Iteration 7Q: 3 clusters Score -331533.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -331587.406250 Penalty: 3985.016113
	Iteration 8Q: 3 clusters Score -331587.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -331619.593750 Penalty: 3985.016113
	Iteration 9Q: 3 clusters Score -331619.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -331645.500000 Penalty: 3985.016113
	Iteration 10Q: 3 clusters Score -331645.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -331658.875000 Penalty: 3985.016113
	Iteration 11Q: 3 clusters Score -331658.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -331666.093750 Penalty: 3985.016113
	Iteration 12Q: 3 clusters Score -331666.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -331667.968750 Penalty: 3985.016113
	Iteration 13Q: 3 clusters Score -331668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -331671.937500 Penalty: 3985.016113
	Iteration 14Q: 3 clusters Score -331671.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -331680.375000 Penalty: 3985.016113
	Iteration 15Q: 3 clusters Score -331680.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -331693.218750 Penalty: 3985.016113
	Iteration 16Q: 3 clusters Score -331693.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -331706.687500 Penalty: 3985.016113
	Iteration 17Q: 3 clusters Score -331706.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -331716.843750 Penalty: 3985.016113
	Iteration 18Q: 3 clusters Score -331716.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -331747.375000 Penalty: 3985.016113
	Iteration 19Q: 3 clusters Score -331747.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -331809.125000 Penalty: 3985.016113
	Iteration 20F: 3 clusters Score -331809.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -331857.843750 Penalty: 3985.016113
	Iteration 21Q: 3 clusters Score -331857.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -331880.343750 Penalty: 3985.016113
	Iteration 22Q: 3 clusters Score -331880.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -331889.125000 Penalty: 3985.016113
	Iteration 23Q: 3 clusters Score -331889.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -331892.093750 Penalty: 3985.016113
	Iteration 24Q: 3 clusters Score -331892.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -331893.375000 Penalty: 3985.016113
	Iteration 25Q: 3 clusters Score -331893.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -331897.468750 Penalty: 3985.016113
	Iteration 26Q: 3 clusters Score -331897.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -331897.906250 Penalty: 3985.016113
	Iteration 27Q: 3 clusters Score -331897.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -331897.906250 Penalty: 3985.016113
	Iteration 28F: 3 clusters Score -331897.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (276553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276553 members 
Entering Unmasked Estep 
Score: -33945576.000000 Penalty: 3107.479248
	Iteration 0F: 2 clusters Score -3.394558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138545 members 
Mstep: Class 2 contains 138008 members 
Entering Unmasked Estep 
Score: -33768904.000000 Penalty: 6214.958496
	Iteration 0F: 3 clusters Score -3.37689e+07 nChanged 133791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145000 members 
Mstep: Class 2 contains 131553 members 
Entering Unmasked Estep 
Score: -33847356.000000 Penalty: 6214.958496
	Iteration 1F: 3 clusters Score -3.384736e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148837 members 
Mstep: Class 2 contains 127716 members 
Entering Unmasked Estep 
Score: -33848568.000000 Penalty: 6214.958496
	Iteration 2Q: 3 clusters Score -3.384857e+07 nChanged 8198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154983 members 
Mstep: Class 2 contains 121570 members 
Entering Unmasked Estep 
Score: -33850716.000000 Penalty: 6214.958496
	Iteration 3Q: 3 clusters Score -3.385072e+07 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164715 members 
Mstep: Class 2 contains 111838 members 
Entering Unmasked Estep 
Score: -33854584.000000 Penalty: 6214.958496
	Iteration 4Q: 3 clusters Score -3.385458e+07 nChanged 14997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179306 members 
Mstep: Class 2 contains 97247 members 
Entering Unmasked Estep 
Score: -33862424.000000 Penalty: 6214.958496
	Iteration 5F: 3 clusters Score -3.386242e+07 nChanged 20700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199896 members 
Mstep: Class 2 contains 76657 members 
Entering Unmasked Estep 
Score: -33876784.000000 Penalty: 6214.958496
	Iteration 6F: 3 clusters Score -3.387678e+07 nChanged 25462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225340 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -33898092.000000 Penalty: 6214.958496
	Iteration 7F: 3 clusters Score -3.389809e+07 nChanged 24404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249738 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -33920136.000000 Penalty: 6214.958496
	Iteration 8F: 3 clusters Score -3.392014e+07 nChanged 16382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266120 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -33934712.000000 Penalty: 6214.958496
	Iteration 9F: 3 clusters Score -3.393471e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273445 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -33940240.000000 Penalty: 6214.958496
	Iteration 10Q: 3 clusters Score -3.394024e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275634 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -33942012.000000 Penalty: 6214.958496
	Iteration 11Q: 3 clusters Score -3.394201e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276166 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -33942452.000000 Penalty: 6214.958496
	Iteration 12Q: 3 clusters Score -3.394245e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276293 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33942580.000000 Penalty: 6214.958496
	Iteration 13Q: 3 clusters Score -3.394258e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276324 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33942664.000000 Penalty: 6214.958496
	Iteration 14Q: 3 clusters Score -3.394266e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276336 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33942700.000000 Penalty: 6214.958496
	Iteration 15Q: 3 clusters Score -3.39427e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276347 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -33942724.000000 Penalty: 6214.958496
	Iteration 16Q: 3 clusters Score -3.394272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276351 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -33942748.000000 Penalty: 6214.958496
	Iteration 17Q: 3 clusters Score -3.394275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276359 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33942748.000000 Penalty: 6214.958496
	Iteration 18Q: 3 clusters Score -3.394275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276366 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33942748.000000 Penalty: 6214.958496
	Iteration 19Q: 3 clusters Score -3.394275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276366 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33942760.000000 Penalty: 6214.958496
	Iteration 20F: 3 clusters Score -3.394276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276366 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33942776.000000 Penalty: 6214.958496
	Iteration 21Q: 3 clusters Score -3.394278e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276365 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33942784.000000 Penalty: 6214.958496
	Iteration 22Q: 3 clusters Score -3.394278e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276365 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -33942784.000000 Penalty: 6214.958496
	Iteration 23F: 3 clusters Score -3.394278e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Entering Unmasked Estep 
Score: -1513289.250000 Penalty: 2343.440430
	Iteration 0F: 2 clusters Score -1513289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1503915.500000 Penalty: 4686.880859
	Iteration 0F: 3 clusters Score -1503916 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1506851.125000 Penalty: 4686.880859
	Iteration 1F: 3 clusters Score -1506851 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1507186.875000 Penalty: 4686.880859
	Iteration 2F: 3 clusters Score -1507187 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1507434.500000 Penalty: 4686.880859
	Iteration 3Q: 3 clusters Score -1507434 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1507638.000000 Penalty: 4686.880859
	Iteration 4Q: 3 clusters Score -1507638 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1507813.750000 Penalty: 4686.880859
	Iteration 5Q: 3 clusters Score -1507814 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1508006.875000 Penalty: 4686.880859
	Iteration 6Q: 3 clusters Score -1508007 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1508246.125000 Penalty: 4686.880859
	Iteration 7Q: 3 clusters Score -1508246 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1508508.750000 Penalty: 4686.880859
	Iteration 8Q: 3 clusters Score -1508509 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1508862.500000 Penalty: 4686.880859
	Iteration 9Q: 3 clusters Score -1508862 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1509291.375000 Penalty: 4686.880859
	Iteration 10Q: 3 clusters Score -1509291 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1509798.250000 Penalty: 4686.880859
	Iteration 11Q: 3 clusters Score -1509798 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1510434.375000 Penalty: 4686.880859
	Iteration 12F: 3 clusters Score -1510434 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1511122.375000 Penalty: 4686.880859
	Iteration 13F: 3 clusters Score -1511122 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1511643.125000 Penalty: 4686.880859
	Iteration 14Q: 3 clusters Score -1511643 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1511910.375000 Penalty: 4686.880859
	Iteration 15Q: 3 clusters Score -1511910 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1512086.375000 Penalty: 4686.880859
	Iteration 16Q: 3 clusters Score -1512086 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1512196.125000 Penalty: 4686.880859
	Iteration 17Q: 3 clusters Score -1512196 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1512257.500000 Penalty: 4686.880859
	Iteration 18Q: 3 clusters Score -1512258 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1512304.375000 Penalty: 4686.880859
	Iteration 19Q: 3 clusters Score -1512304 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1512349.000000 Penalty: 4686.880859
	Iteration 20F: 3 clusters Score -1512349 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1512379.750000 Penalty: 4686.880859
	Iteration 21Q: 3 clusters Score -1512380 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1512400.625000 Penalty: 4686.880859
	Iteration 22Q: 3 clusters Score -1512401 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1512416.500000 Penalty: 4686.880859
	Iteration 23Q: 3 clusters Score -1512416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1512434.375000 Penalty: 4686.880859
	Iteration 24Q: 3 clusters Score -1512434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1512446.375000 Penalty: 4686.880859
	Iteration 25Q: 3 clusters Score -1512446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1512452.375000 Penalty: 4686.880859
	Iteration 26Q: 3 clusters Score -1512452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1512462.125000 Penalty: 4686.880859
	Iteration 27Q: 3 clusters Score -1512462 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1512472.000000 Penalty: 4686.880859
	Iteration 28Q: 3 clusters Score -1512472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1512479.375000 Penalty: 4686.880859
	Iteration 29Q: 3 clusters Score -1512479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1512485.625000 Penalty: 4686.880859
	Iteration 30Q: 3 clusters Score -1512486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1512490.750000 Penalty: 4686.880859
	Iteration 31Q: 3 clusters Score -1512491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1512488.750000 Penalty: 4686.880859
	Iteration 32Q: 3 clusters Score -1512489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1512491.875000 Penalty: 4686.880859
	Iteration 33Q: 3 clusters Score -1512492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1512491.250000 Penalty: 4686.880859
	Iteration 34Q: 3 clusters Score -1512491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1512490.000000 Penalty: 4686.880859
	Iteration 35Q: 3 clusters Score -1512490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1512489.250000 Penalty: 4686.880859
	Iteration 36Q: 3 clusters Score -1512489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1512487.375000 Penalty: 4686.880859
	Iteration 37Q: 3 clusters Score -1512487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1512487.625000 Penalty: 4686.880859
	Iteration 38Q: 3 clusters Score -1512488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1512487.625000 Penalty: 4686.880859
	Iteration 39F: 3 clusters Score -1512488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Entering Unmasked Estep 
Score: -2975885.500000 Penalty: 2512.068359
	Iteration 0F: 2 clusters Score -2975886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2958566.250000 Penalty: 5024.136719
	Iteration 0F: 3 clusters Score -2958566 nChanged 11150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2964599.000000 Penalty: 5024.136719
	Iteration 1F: 3 clusters Score -2964599 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2965001.000000 Penalty: 5024.136719
	Iteration 2Q: 3 clusters Score -2965001 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2965392.000000 Penalty: 5024.136719
	Iteration 3Q: 3 clusters Score -2965392 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2965816.250000 Penalty: 5024.136719
	Iteration 4Q: 3 clusters Score -2965816 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -2966364.250000 Penalty: 5024.136719
	Iteration 5Q: 3 clusters Score -2966364 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2966980.250000 Penalty: 5024.136719
	Iteration 6Q: 3 clusters Score -2966980 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -2967702.000000 Penalty: 5024.136719
	Iteration 7F: 3 clusters Score -2967702 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2968435.250000 Penalty: 5024.136719
	Iteration 8F: 3 clusters Score -2968435 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2969151.500000 Penalty: 5024.136719
	Iteration 9Q: 3 clusters Score -2969152 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2969789.250000 Penalty: 5024.136719
	Iteration 10Q: 3 clusters Score -2969789 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -2970365.250000 Penalty: 5024.136719
	Iteration 11Q: 3 clusters Score -2970365 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2970899.250000 Penalty: 5024.136719
	Iteration 12Q: 3 clusters Score -2970899 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2971402.000000 Penalty: 5024.136719
	Iteration 13Q: 3 clusters Score -2971402 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2971764.500000 Penalty: 5024.136719
	Iteration 14Q: 3 clusters Score -2971764 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2972027.250000 Penalty: 5024.136719
	Iteration 15Q: 3 clusters Score -2972027 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2972195.000000 Penalty: 5024.136719
	Iteration 16Q: 3 clusters Score -2972195 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2972338.750000 Penalty: 5024.136719
	Iteration 17Q: 3 clusters Score -2972339 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2972462.500000 Penalty: 5024.136719
	Iteration 18Q: 3 clusters Score -2972462 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2972550.250000 Penalty: 5024.136719
	Iteration 19Q: 3 clusters Score -2972550 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2972663.750000 Penalty: 5024.136719
	Iteration 20F: 3 clusters Score -2972664 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2972751.000000 Penalty: 5024.136719
	Iteration 21Q: 3 clusters Score -2972751 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2972846.000000 Penalty: 5024.136719
	Iteration 22Q: 3 clusters Score -2972846 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -2972924.750000 Penalty: 5024.136719
	Iteration 23Q: 3 clusters Score -2972925 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2973014.000000 Penalty: 5024.136719
	Iteration 24Q: 3 clusters Score -2973014 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2973081.750000 Penalty: 5024.136719
	Iteration 25Q: 3 clusters Score -2973082 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2973159.750000 Penalty: 5024.136719
	Iteration 26Q: 3 clusters Score -2973160 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2973229.250000 Penalty: 5024.136719
	Iteration 27Q: 3 clusters Score -2973229 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2973308.000000 Penalty: 5024.136719
	Iteration 28Q: 3 clusters Score -2973308 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2973354.250000 Penalty: 5024.136719
	Iteration 29Q: 3 clusters Score -2973354 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2973410.000000 Penalty: 5024.136719
	Iteration 30Q: 3 clusters Score -2973410 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2973463.250000 Penalty: 5024.136719
	Iteration 31Q: 3 clusters Score -2973463 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2973514.000000 Penalty: 5024.136719
	Iteration 32Q: 3 clusters Score -2973514 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2973549.000000 Penalty: 5024.136719
	Iteration 33Q: 3 clusters Score -2973549 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2973593.000000 Penalty: 5024.136719
	Iteration 34Q: 3 clusters Score -2973593 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2973613.000000 Penalty: 5024.136719
	Iteration 35Q: 3 clusters Score -2973613 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2973637.000000 Penalty: 5024.136719
	Iteration 36Q: 3 clusters Score -2973637 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2973664.750000 Penalty: 5024.136719
	Iteration 37Q: 3 clusters Score -2973665 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2973689.750000 Penalty: 5024.136719
	Iteration 38Q: 3 clusters Score -2973690 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -2973711.750000 Penalty: 5024.136719
	Iteration 39Q: 3 clusters Score -2973712 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2973730.750000 Penalty: 5024.136719
	Iteration 40F: 3 clusters Score -2973731 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -2973753.250000 Penalty: 5024.136719
	Iteration 41Q: 3 clusters Score -2973753 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2973766.250000 Penalty: 5024.136719
	Iteration 42Q: 3 clusters Score -2973766 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2973788.500000 Penalty: 5024.136719
	Iteration 43Q: 3 clusters Score -2973788 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2973798.500000 Penalty: 5024.136719
	Iteration 44Q: 3 clusters Score -2973798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2973810.250000 Penalty: 5024.136719
	Iteration 45Q: 3 clusters Score -2973810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2973819.000000 Penalty: 5024.136719
	Iteration 46Q: 3 clusters Score -2973819 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -2973826.500000 Penalty: 5024.136719
	Iteration 47Q: 3 clusters Score -2973826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -2973837.500000 Penalty: 5024.136719
	Iteration 48Q: 3 clusters Score -2973838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -2973841.750000 Penalty: 5024.136719
	Iteration 49Q: 3 clusters Score -2973842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -2973838.750000 Penalty: 5024.136719
	Iteration 50Q: 3 clusters Score -2973839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2973842.250000 Penalty: 5024.136719
	Iteration 51Q: 3 clusters Score -2973842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2973842.250000 Penalty: 5024.136719
	Iteration 52Q: 3 clusters Score -2973842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -2973849.000000 Penalty: 5024.136719
	Iteration 53Q: 3 clusters Score -2973849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -2973853.750000 Penalty: 5024.136719
	Iteration 54Q: 3 clusters Score -2973854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2973860.000000 Penalty: 5024.136719
	Iteration 55Q: 3 clusters Score -2973860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2973870.000000 Penalty: 5024.136719
	Iteration 56Q: 3 clusters Score -2973870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -2973869.000000 Penalty: 5024.136719
	Iteration 57Q: 3 clusters Score -2973869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2973873.000000 Penalty: 5024.136719
	Iteration 58Q: 3 clusters Score -2973873 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2973880.750000 Penalty: 5024.136719
	Iteration 59Q: 3 clusters Score -2973881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2973886.000000 Penalty: 5024.136719
	Iteration 60F: 3 clusters Score -2973886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2973892.500000 Penalty: 5024.136719
	Iteration 61Q: 3 clusters Score -2973892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -2973899.000000 Penalty: 5024.136719
	Iteration 62Q: 3 clusters Score -2973899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -2973900.250000 Penalty: 5024.136719
	Iteration 63Q: 3 clusters Score -2973900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -2973897.500000 Penalty: 5024.136719
	Iteration 64Q: 3 clusters Score -2973898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -2973896.500000 Penalty: 5024.136719
	Iteration 65Q: 3 clusters Score -2973896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -2973901.750000 Penalty: 5024.136719
	Iteration 66Q: 3 clusters Score -2973902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -2973903.250000 Penalty: 5024.136719
	Iteration 67Q: 3 clusters Score -2973903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2973902.000000 Penalty: 5024.136719
	Iteration 68Q: 3 clusters Score -2973902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -2973898.250000 Penalty: 5024.136719
	Iteration 69Q: 3 clusters Score -2973898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -2973903.750000 Penalty: 5024.136719
	Iteration 70Q: 3 clusters Score -2973904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -2973906.500000 Penalty: 5024.136719
	Iteration 71Q: 3 clusters Score -2973906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -2973904.500000 Penalty: 5024.136719
	Iteration 72Q: 3 clusters Score -2973904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2973901.000000 Penalty: 5024.136719
	Iteration 73Q: 3 clusters Score -2973901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -2973900.750000 Penalty: 5024.136719
	Iteration 74Q: 3 clusters Score -2973901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -2973902.750000 Penalty: 5024.136719
	Iteration 75Q: 3 clusters Score -2973903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2973902.750000 Penalty: 5024.136719
	Iteration 76Q: 3 clusters Score -2973903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -2973905.000000 Penalty: 5024.136719
	Iteration 77Q: 3 clusters Score -2973905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -2973907.500000 Penalty: 5024.136719
	Iteration 78Q: 3 clusters Score -2973908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -2973907.500000 Penalty: 5024.136719
	Iteration 79Q: 3 clusters Score -2973908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -2973908.000000 Penalty: 5024.136719
	Iteration 80F: 3 clusters Score -2973908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -2973914.250000 Penalty: 5024.136719
	Iteration 81Q: 3 clusters Score -2973914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -2973913.500000 Penalty: 5024.136719
	Iteration 82Q: 3 clusters Score -2973914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2973915.750000 Penalty: 5024.136719
	Iteration 83Q: 3 clusters Score -2973916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -2973916.250000 Penalty: 5024.136719
	Iteration 84Q: 3 clusters Score -2973916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2973916.250000 Penalty: 5024.136719
	Iteration 85Q: 3 clusters Score -2973916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2973915.500000 Penalty: 5024.136719
	Iteration 86Q: 3 clusters Score -2973916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -2973917.250000 Penalty: 5024.136719
	Iteration 87Q: 3 clusters Score -2973917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -2973919.500000 Penalty: 5024.136719
	Iteration 88Q: 3 clusters Score -2973920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -2973923.750000 Penalty: 5024.136719
	Iteration 89Q: 3 clusters Score -2973924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -2973921.750000 Penalty: 5024.136719
	Iteration 90Q: 3 clusters Score -2973922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -2973923.000000 Penalty: 5024.136719
	Iteration 91Q: 3 clusters Score -2973923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -2973919.250000 Penalty: 5024.136719
	Iteration 92Q: 3 clusters Score -2973919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -2973919.250000 Penalty: 5024.136719
	Iteration 93F: 3 clusters Score -2973919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -144098.140625 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -144098.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -142006.656250 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -142006.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142306.921875 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -142306.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -142421.218750 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -142421.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -142503.000000 Penalty: 3509.181641
	Iteration 3Q: 3 clusters Score -142503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -142561.765625 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -142561.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -142603.484375 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -142603.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -142653.984375 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -142654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -142682.531250 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -142682.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -142700.031250 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -142700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -142720.250000 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -142720.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -142737.312500 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -142737.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -142746.109375 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -142746.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -142749.375000 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -142749.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -142755.421875 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -142755.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -142759.140625 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -142759.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -142766.125000 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -142766.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -142767.875000 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -142767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -142768.703125 Penalty: 3509.181641
	Iteration 17Q: 3 clusters Score -142768.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -142774.046875 Penalty: 3509.181641
	Iteration 18Q: 3 clusters Score -142774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -142779.453125 Penalty: 3509.181641
	Iteration 19Q: 3 clusters Score -142779.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -142782.765625 Penalty: 3509.181641
	Iteration 20F: 3 clusters Score -142782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -142783.703125 Penalty: 3509.181641
	Iteration 21Q: 3 clusters Score -142783.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -142785.656250 Penalty: 3509.181641
	Iteration 22Q: 3 clusters Score -142785.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -142787.109375 Penalty: 3509.181641
	Iteration 23Q: 3 clusters Score -142787.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -142788.890625 Penalty: 3509.181641
	Iteration 24Q: 3 clusters Score -142788.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -142790.468750 Penalty: 3509.181641
	Iteration 25Q: 3 clusters Score -142790.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -142793.781250 Penalty: 3509.181641
	Iteration 26Q: 3 clusters Score -142793.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -142798.125000 Penalty: 3509.181641
	Iteration 27Q: 3 clusters Score -142798.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -142803.156250 Penalty: 3509.181641
	Iteration 28Q: 3 clusters Score -142803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -142806.234375 Penalty: 3509.181641
	Iteration 29Q: 3 clusters Score -142806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -142808.406250 Penalty: 3509.181641
	Iteration 30Q: 3 clusters Score -142808.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -142808.406250 Penalty: 3509.181641
	Iteration 31F: 3 clusters Score -142808.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -87722.156250 Penalty: 1718.034424
	Iteration 0F: 2 clusters Score -87722.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -86075.203125 Penalty: 3436.068848
	Iteration 0F: 3 clusters Score -86075.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -87398.304688 Penalty: 3436.068848
	Iteration 1F: 3 clusters Score -87398.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -88110.109375 Penalty: 3436.068848
	Iteration 2F: 3 clusters Score -88110.11 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -88585.898438 Penalty: 3436.068848
	Iteration 3F: 3 clusters Score -88585.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -89064.281250 Penalty: 3436.068848
	Iteration 4F: 3 clusters Score -89064.28 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -89432.414062 Penalty: 3436.068848
	Iteration 5F: 3 clusters Score -89432.41 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -89968.031250 Penalty: 3436.068848
	Iteration 6F: 3 clusters Score -89968.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -90483.218750 Penalty: 3436.068848
	Iteration 7Q: 3 clusters Score -90483.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -90747.953125 Penalty: 3436.068848
	Iteration 8Q: 3 clusters Score -90747.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -90913.367188 Penalty: 3436.068848
	Iteration 9Q: 3 clusters Score -90913.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -90982.601562 Penalty: 3436.068848
	Iteration 10Q: 3 clusters Score -90982.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -91019.484375 Penalty: 3436.068848
	Iteration 11Q: 3 clusters Score -91019.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -91059.718750 Penalty: 3436.068848
	Iteration 12Q: 3 clusters Score -91059.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -91070.664062 Penalty: 3436.068848
	Iteration 13Q: 3 clusters Score -91070.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -91075.218750 Penalty: 3436.068848
	Iteration 14Q: 3 clusters Score -91075.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -91086.648438 Penalty: 3436.068848
	Iteration 15F: 3 clusters Score -91086.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -91122.492188 Penalty: 3436.068848
	Iteration 16Q: 3 clusters Score -91122.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -91250.046875 Penalty: 3436.068848
	Iteration 17Q: 3 clusters Score -91250.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -91381.000000 Penalty: 3436.068848
	Iteration 18Q: 3 clusters Score -91381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -91486.109375 Penalty: 3436.068848
	Iteration 19Q: 3 clusters Score -91486.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -91589.273438 Penalty: 3436.068848
	Iteration 20F: 3 clusters Score -91589.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -91885.570312 Penalty: 3436.068848
	Iteration 21Q: 3 clusters Score -91885.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -92115.156250 Penalty: 3436.068848
	Iteration 22Q: 3 clusters Score -92115.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -92358.296875 Penalty: 3436.068848
	Iteration 23Q: 3 clusters Score -92358.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -92434.179688 Penalty: 3436.068848
	Iteration 24Q: 3 clusters Score -92434.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -92546.835938 Penalty: 3436.068848
	Iteration 25Q: 3 clusters Score -92546.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -92566.109375 Penalty: 3436.068848
	Iteration 26Q: 3 clusters Score -92566.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -92688.093750 Penalty: 3436.068848
	Iteration 27F: 3 clusters Score -92688.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -93435.109375 Penalty: 3436.068848
	Iteration 28Q: 3 clusters Score -93435.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -94148.195312 Penalty: 3436.068848
	Iteration 29Q: 3 clusters Score -94148.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -94957.648438 Penalty: 3436.068848
	Iteration 30Q: 3 clusters Score -94957.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -94957.648438 Penalty: 3436.068848
	Iteration 31F: 3 clusters Score -94957.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 44877 members 
Mstep: Class 6 contains 68701 members 
Mstep: Class 7 contains 41463 members 
Mstep: Class 8 contains 3545 members 
Mstep: Class 9 contains 236929 members 
Mstep: Class 10 contains 5855 members 
Mstep: Class 11 contains 32421 members 
Mstep: Class 12 contains 11419 members 
Mstep: Class 13 contains 6320 members 
Mstep: Class 14 contains 1288 members 
Mstep: Class 15 contains 56049 members 
Mstep: Class 16 contains 24504 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 89917 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3710 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62637 members 
Mstep: Class 23 contains 3085 members 
Mstep: Class 24 contains 276553 members 
Mstep: Class 25 contains 12700 members 
Mstep: Class 26 contains 25067 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 484 members 
Mstep: Class 29 contains 8561 members 
Mstep: Class 30 contains 5580 members 
Mstep: Class 31 contains 419 members 
Mstep: Class 32 contains 204979 members 
Mstep: Class 33 contains 536 members 
Entering Unmasked Estep 
Score: -148008672.000000 Penalty: 114863.273438
Splitting cluster 28 changes total score from -147999136.000000 to -148008672.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 29 (8561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Entering Unmasked Estep 
Score: -1008263.500000 Penalty: 2245.633301
	Iteration 0F: 2 clusters Score -1008264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1001547.812500 Penalty: 4491.266602
	Iteration 0F: 3 clusters Score -1001548 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1003509.312500 Penalty: 4491.266602
	Iteration 1F: 3 clusters Score -1003509 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1003894.687500 Penalty: 4491.266602
	Iteration 2F: 3 clusters Score -1003895 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1004157.062500 Penalty: 4491.266602
	Iteration 3F: 3 clusters Score -1004157 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1004367.062500 Penalty: 4491.266602
	Iteration 4Q: 3 clusters Score -1004367 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1004555.250000 Penalty: 4491.266602
	Iteration 5Q: 3 clusters Score -1004555 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1004734.375000 Penalty: 4491.266602
	Iteration 6Q: 3 clusters Score -1004734 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1004889.437500 Penalty: 4491.266602
	Iteration 7Q: 3 clusters Score -1004889 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1005030.687500 Penalty: 4491.266602
	Iteration 8Q: 3 clusters Score -1005031 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1005145.000000 Penalty: 4491.266602
	Iteration 9Q: 3 clusters Score -1005145 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1005251.687500 Penalty: 4491.266602
	Iteration 10Q: 3 clusters Score -1005252 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1005353.187500 Penalty: 4491.266602
	Iteration 11Q: 3 clusters Score -1005353 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1005450.250000 Penalty: 4491.266602
	Iteration 12Q: 3 clusters Score -1005450 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1005542.750000 Penalty: 4491.266602
	Iteration 13Q: 3 clusters Score -1005543 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1005651.250000 Penalty: 4491.266602
	Iteration 14Q: 3 clusters Score -1005651 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1005766.937500 Penalty: 4491.266602
	Iteration 15Q: 3 clusters Score -1005767 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1005866.937500 Penalty: 4491.266602
	Iteration 16Q: 3 clusters Score -1005867 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1005949.437500 Penalty: 4491.266602
	Iteration 17Q: 3 clusters Score -1005949 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1006011.125000 Penalty: 4491.266602
	Iteration 18Q: 3 clusters Score -1006011 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1006061.312500 Penalty: 4491.266602
	Iteration 19Q: 3 clusters Score -1006061 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1006110.375000 Penalty: 4491.266602
	Iteration 20F: 3 clusters Score -1006110 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1006170.750000 Penalty: 4491.266602
	Iteration 21Q: 3 clusters Score -1006171 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1006249.625000 Penalty: 4491.266602
	Iteration 22Q: 3 clusters Score -1006250 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1006329.250000 Penalty: 4491.266602
	Iteration 23Q: 3 clusters Score -1006329 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1006393.937500 Penalty: 4491.266602
	Iteration 24Q: 3 clusters Score -1006394 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1006471.625000 Penalty: 4491.266602
	Iteration 25Q: 3 clusters Score -1006472 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1006556.062500 Penalty: 4491.266602
	Iteration 26Q: 3 clusters Score -1006556 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1006648.312500 Penalty: 4491.266602
	Iteration 27Q: 3 clusters Score -1006648 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1006755.625000 Penalty: 4491.266602
	Iteration 28Q: 3 clusters Score -1006756 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1006843.437500 Penalty: 4491.266602
	Iteration 29Q: 3 clusters Score -1006843 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1006908.250000 Penalty: 4491.266602
	Iteration 30Q: 3 clusters Score -1006908 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1006963.312500 Penalty: 4491.266602
	Iteration 31Q: 3 clusters Score -1006963 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1007006.625000 Penalty: 4491.266602
	Iteration 32Q: 3 clusters Score -1007007 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1007048.187500 Penalty: 4491.266602
	Iteration 33Q: 3 clusters Score -1007048 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1007095.875000 Penalty: 4491.266602
	Iteration 34Q: 3 clusters Score -1007096 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1007135.187500 Penalty: 4491.266602
	Iteration 35Q: 3 clusters Score -1007135 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1007192.500000 Penalty: 4491.266602
	Iteration 36Q: 3 clusters Score -1007192 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1007253.875000 Penalty: 4491.266602
	Iteration 37Q: 3 clusters Score -1007254 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1007313.000000 Penalty: 4491.266602
	Iteration 38Q: 3 clusters Score -1007313 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1007384.812500 Penalty: 4491.266602
	Iteration 39Q: 3 clusters Score -1007385 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1007467.625000 Penalty: 4491.266602
	Iteration 40F: 3 clusters Score -1007468 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1007523.437500 Penalty: 4491.266602
	Iteration 41Q: 3 clusters Score -1007523 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1007581.875000 Penalty: 4491.266602
	Iteration 42Q: 3 clusters Score -1007582 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1007635.312500 Penalty: 4491.266602
	Iteration 43Q: 3 clusters Score -1007635 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1007671.562500 Penalty: 4491.266602
	Iteration 44Q: 3 clusters Score -1007672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1007700.312500 Penalty: 4491.266602
	Iteration 45Q: 3 clusters Score -1007700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1007726.625000 Penalty: 4491.266602
	Iteration 46Q: 3 clusters Score -1007727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1007739.875000 Penalty: 4491.266602
	Iteration 47Q: 3 clusters Score -1007740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1007743.937500 Penalty: 4491.266602
	Iteration 48Q: 3 clusters Score -1007744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1007744.937500 Penalty: 4491.266602
	Iteration 49Q: 3 clusters Score -1007745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1007746.562500 Penalty: 4491.266602
	Iteration 50Q: 3 clusters Score -1007747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1007747.500000 Penalty: 4491.266602
	Iteration 51Q: 3 clusters Score -1007748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1007749.375000 Penalty: 4491.266602
	Iteration 52Q: 3 clusters Score -1007749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1007750.000000 Penalty: 4491.266602
	Iteration 53Q: 3 clusters Score -1007750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1007750.000000 Penalty: 4491.266602
	Iteration 54F: 3 clusters Score -1007750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Entering Unmasked Estep 
Score: -598677.750000 Penalty: 2139.481934
	Iteration 0F: 2 clusters Score -598677.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -593796.000000 Penalty: 4278.963867
	Iteration 0F: 3 clusters Score -593796 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -595201.812500 Penalty: 4278.963867
	Iteration 1F: 3 clusters Score -595201.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -595618.562500 Penalty: 4278.963867
	Iteration 2F: 3 clusters Score -595618.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -595955.187500 Penalty: 4278.963867
	Iteration 3F: 3 clusters Score -595955.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -596161.000000 Penalty: 4278.963867
	Iteration 4F: 3 clusters Score -596161 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -596274.562500 Penalty: 4278.963867
	Iteration 5Q: 3 clusters Score -596274.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -596342.750000 Penalty: 4278.963867
	Iteration 6Q: 3 clusters Score -596342.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -596388.375000 Penalty: 4278.963867
	Iteration 7Q: 3 clusters Score -596388.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -596434.312500 Penalty: 4278.963867
	Iteration 8Q: 3 clusters Score -596434.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -596477.187500 Penalty: 4278.963867
	Iteration 9Q: 3 clusters Score -596477.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -596517.500000 Penalty: 4278.963867
	Iteration 10Q: 3 clusters Score -596517.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -596552.562500 Penalty: 4278.963867
	Iteration 11Q: 3 clusters Score -596552.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -596596.187500 Penalty: 4278.963867
	Iteration 12Q: 3 clusters Score -596596.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -596635.125000 Penalty: 4278.963867
	Iteration 13Q: 3 clusters Score -596635.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -596684.937500 Penalty: 4278.963867
	Iteration 14Q: 3 clusters Score -596684.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -596751.687500 Penalty: 4278.963867
	Iteration 15Q: 3 clusters Score -596751.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -596830.687500 Penalty: 4278.963867
	Iteration 16Q: 3 clusters Score -596830.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -596941.250000 Penalty: 4278.963867
	Iteration 17Q: 3 clusters Score -596941.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -597076.687500 Penalty: 4278.963867
	Iteration 18Q: 3 clusters Score -597076.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -597233.500000 Penalty: 4278.963867
	Iteration 19Q: 3 clusters Score -597233.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -597359.250000 Penalty: 4278.963867
	Iteration 20F: 3 clusters Score -597359.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -597452.687500 Penalty: 4278.963867
	Iteration 21Q: 3 clusters Score -597452.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -597544.687500 Penalty: 4278.963867
	Iteration 22Q: 3 clusters Score -597544.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -597649.125000 Penalty: 4278.963867
	Iteration 23Q: 3 clusters Score -597649.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -597740.062500 Penalty: 4278.963867
	Iteration 24Q: 3 clusters Score -597740.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -597810.875000 Penalty: 4278.963867
	Iteration 25Q: 3 clusters Score -597810.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -597887.750000 Penalty: 4278.963867
	Iteration 26Q: 3 clusters Score -597887.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -597945.187500 Penalty: 4278.963867
	Iteration 27Q: 3 clusters Score -597945.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -598021.625000 Penalty: 4278.963867
	Iteration 28Q: 3 clusters Score -598021.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -598067.500000 Penalty: 4278.963867
	Iteration 29Q: 3 clusters Score -598067.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -598098.812500 Penalty: 4278.963867
	Iteration 30Q: 3 clusters Score -598098.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -598126.687500 Penalty: 4278.963867
	Iteration 31Q: 3 clusters Score -598126.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -598147.000000 Penalty: 4278.963867
	Iteration 32Q: 3 clusters Score -598147 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -598158.812500 Penalty: 4278.963867
	Iteration 33Q: 3 clusters Score -598158.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -598168.437500 Penalty: 4278.963867
	Iteration 34Q: 3 clusters Score -598168.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -598173.875000 Penalty: 4278.963867
	Iteration 35Q: 3 clusters Score -598173.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -598180.375000 Penalty: 4278.963867
	Iteration 36Q: 3 clusters Score -598180.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -598185.875000 Penalty: 4278.963867
	Iteration 37Q: 3 clusters Score -598185.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -598188.187500 Penalty: 4278.963867
	Iteration 38Q: 3 clusters Score -598188.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -598190.500000 Penalty: 4278.963867
	Iteration 39Q: 3 clusters Score -598190.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -598191.750000 Penalty: 4278.963867
	Iteration 40F: 3 clusters Score -598191.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -598195.375000 Penalty: 4278.963867
	Iteration 41Q: 3 clusters Score -598195.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -598197.062500 Penalty: 4278.963867
	Iteration 42Q: 3 clusters Score -598197.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -598198.000000 Penalty: 4278.963867
	Iteration 43Q: 3 clusters Score -598198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -598199.437500 Penalty: 4278.963867
	Iteration 44Q: 3 clusters Score -598199.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -598200.187500 Penalty: 4278.963867
	Iteration 45Q: 3 clusters Score -598200.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -598200.312500 Penalty: 4278.963867
	Iteration 46Q: 3 clusters Score -598200.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -598202.250000 Penalty: 4278.963867
	Iteration 47Q: 3 clusters Score -598202.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -598203.562500 Penalty: 4278.963867
	Iteration 48Q: 3 clusters Score -598203.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -598203.562500 Penalty: 4278.963867
	Iteration 49F: 3 clusters Score -598203.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4082 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 1721 members 
Mstep: Class 5 contains 44877 members 
Mstep: Class 6 contains 68701 members 
Mstep: Class 7 contains 41463 members 
Mstep: Class 8 contains 3545 members 
Mstep: Class 9 contains 236929 members 
Mstep: Class 10 contains 5855 members 
Mstep: Class 11 contains 32421 members 
Mstep: Class 12 contains 11419 members 
Mstep: Class 13 contains 6320 members 
Mstep: Class 14 contains 1288 members 
Mstep: Class 15 contains 56049 members 
Mstep: Class 16 contains 24504 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 89917 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3710 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 62637 members 
Mstep: Class 23 contains 3085 members 
Mstep: Class 24 contains 276553 members 
Mstep: Class 25 contains 12700 members 
Mstep: Class 26 contains 25067 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 484 members 
Mstep: Class 29 contains 8561 members 
Mstep: Class 30 contains 5580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148014208.000000 Penalty: 114863.273438
Iteration 79Q: 34 clusters Score -1.480142e+08 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 802 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4086 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 45857 members 
Mstep: Class 6 contains 69193 members 
Mstep: Class 7 contains 41562 members 
Mstep: Class 8 contains 3548 members 
Mstep: Class 9 contains 238082 members 
Mstep: Class 10 contains 5887 members 
Mstep: Class 11 contains 32374 members 
Mstep: Class 12 contains 11388 members 
Mstep: Class 13 contains 6318 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 56065 members 
Mstep: Class 16 contains 26982 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 90104 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3711 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 62636 members 
Mstep: Class 23 contains 3099 members 
Mstep: Class 24 contains 277447 members 
Mstep: Class 25 contains 12706 members 
Mstep: Class 26 contains 25350 members 
Mstep: Class 27 contains 1183 members 
Mstep: Class 28 contains 492 members 
Mstep: Class 29 contains 8555 members 
Mstep: Class 30 contains 5591 members 
Mstep: Class 31 contains 375 members 
Mstep: Class 32 contains 198407 members 
Mstep: Class 33 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148018112.000000 Penalty: 114863.273438
Iteration 80F: 34 clusters Score -1.480181e+08 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4093 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 46138 members 
Mstep: Class 6 contains 68825 members 
Mstep: Class 7 contains 41328 members 
Mstep: Class 8 contains 3550 members 
Mstep: Class 9 contains 237692 members 
Mstep: Class 10 contains 5884 members 
Mstep: Class 11 contains 32131 members 
Mstep: Class 12 contains 11322 members 
Mstep: Class 13 contains 6314 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 56112 members 
Mstep: Class 16 contains 28903 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 89582 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3710 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 62623 members 
Mstep: Class 23 contains 3108 members 
Mstep: Class 24 contains 276264 members 
Mstep: Class 25 contains 12710 members 
Mstep: Class 26 contains 25296 members 
Mstep: Class 27 contains 1183 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8548 members 
Mstep: Class 30 contains 5605 members 
Mstep: Class 31 contains 341 members 
Mstep: Class 32 contains 199211 members 
Mstep: Class 33 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148021200.000000 Penalty: 114863.273438
Iteration 81Q: 34 clusters Score -1.480212e+08 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 797 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4100 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 46484 members 
Mstep: Class 6 contains 68478 members 
Mstep: Class 7 contains 41152 members 
Mstep: Class 8 contains 3550 members 
Mstep: Class 9 contains 237140 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 31923 members 
Mstep: Class 12 contains 11272 members 
Mstep: Class 13 contains 6314 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 56109 members 
Mstep: Class 16 contains 30845 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 89023 members 
Mstep: Class 19 contains 4535 members 
Mstep: Class 20 contains 3709 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 62611 members 
Mstep: Class 23 contains 3115 members 
Mstep: Class 24 contains 275413 members 
Mstep: Class 25 contains 12715 members 
Mstep: Class 26 contains 25271 members 
Mstep: Class 27 contains 1183 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8547 members 
Mstep: Class 30 contains 5627 members 
Mstep: Class 31 contains 307 members 
Mstep: Class 32 contains 199679 members 
Mstep: Class 33 contains 643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148023056.000000 Penalty: 114863.273438
Iteration 82Q: 34 clusters Score -1.480231e+08 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 798 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4105 members 
Mstep: Class 3 contains 1796 members 
Mstep: Class 4 contains 1723 members 
Mstep: Class 5 contains 46825 members 
Mstep: Class 6 contains 68159 members 
Mstep: Class 7 contains 41027 members 
Mstep: Class 8 contains 3550 members 
Mstep: Class 9 contains 236509 members 
Mstep: Class 10 contains 5886 members 
Mstep: Class 11 contains 31728 members 
Mstep: Class 12 contains 11224 members 
Mstep: Class 13 contains 6319 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 56090 members 
Mstep: Class 16 contains 32778 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 88452 members 
Mstep: Class 19 contains 4533 members 
Mstep: Class 20 contains 3708 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 62591 members 
Mstep: Class 23 contains 3123 members 
Mstep: Class 24 contains 274619 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 25281 members 
Mstep: Class 27 contains 1183 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8543 members 
Mstep: Class 30 contains 5641 members 
Mstep: Class 31 contains 276 members 
Mstep: Class 32 contains 200079 members 
Mstep: Class 33 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148024992.000000 Penalty: 114863.273438
Iteration 83Q: 34 clusters Score -1.48025e+08 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 799 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4108 members 
Mstep: Class 3 contains 1799 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 47120 members 
Mstep: Class 6 contains 67915 members 
Mstep: Class 7 contains 40907 members 
Mstep: Class 8 contains 3551 members 
Mstep: Class 9 contains 235762 members 
Mstep: Class 10 contains 5894 members 
Mstep: Class 11 contains 31590 members 
Mstep: Class 12 contains 11166 members 
Mstep: Class 13 contains 6328 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 56063 members 
Mstep: Class 16 contains 34611 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 87928 members 
Mstep: Class 19 contains 4534 members 
Mstep: Class 20 contains 3706 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 62579 members 
Mstep: Class 23 contains 3138 members 
Mstep: Class 24 contains 274116 members 
Mstep: Class 25 contains 12720 members 
Mstep: Class 26 contains 25295 members 
Mstep: Class 27 contains 1183 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8543 members 
Mstep: Class 30 contains 5652 members 
Mstep: Class 31 contains 264 members 
Mstep: Class 32 contains 200260 members 
Mstep: Class 33 contains 684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148025968.000000 Penalty: 114863.273438
Iteration 84Q: 34 clusters Score -1.48026e+08 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 799 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4111 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 47390 members 
Mstep: Class 6 contains 67737 members 
Mstep: Class 7 contains 40821 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 235061 members 
Mstep: Class 10 contains 5901 members 
Mstep: Class 11 contains 31488 members 
Mstep: Class 12 contains 11110 members 
Mstep: Class 13 contains 6333 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 56033 members 
Mstep: Class 16 contains 36282 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 87353 members 
Mstep: Class 19 contains 4535 members 
Mstep: Class 20 contains 3706 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 62575 members 
Mstep: Class 23 contains 3147 members 
Mstep: Class 24 contains 273768 members 
Mstep: Class 25 contains 12722 members 
Mstep: Class 26 contains 25322 members 
Mstep: Class 27 contains 1183 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8546 members 
Mstep: Class 30 contains 5668 members 
Mstep: Class 31 contains 255 members 
Mstep: Class 32 contains 200320 members 
Mstep: Class 33 contains 693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148026624.000000 Penalty: 114863.273438
Iteration 85Q: 34 clusters Score -1.480266e+08 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 799 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4115 members 
Mstep: Class 3 contains 1808 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 47648 members 
Mstep: Class 6 contains 67590 members 
Mstep: Class 7 contains 40732 members 
Mstep: Class 8 contains 3554 members 
Mstep: Class 9 contains 234318 members 
Mstep: Class 10 contains 5910 members 
Mstep: Class 11 contains 31411 members 
Mstep: Class 12 contains 11067 members 
Mstep: Class 13 contains 6333 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 56004 members 
Mstep: Class 16 contains 37875 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 86805 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 3705 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 62565 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 273557 members 
Mstep: Class 25 contains 12723 members 
Mstep: Class 26 contains 25358 members 
Mstep: Class 27 contains 1183 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8547 members 
Mstep: Class 30 contains 5680 members 
Mstep: Class 31 contains 250 members 
Mstep: Class 32 contains 200287 members 
Mstep: Class 33 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148027920.000000 Penalty: 114863.273438
Iteration 86Q: 34 clusters Score -1.480279e+08 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 799 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4120 members 
Mstep: Class 3 contains 1817 members 
Mstep: Class 4 contains 1724 members 
Mstep: Class 5 contains 47892 members 
Mstep: Class 6 contains 67445 members 
Mstep: Class 7 contains 40669 members 
Mstep: Class 8 contains 3552 members 
Mstep: Class 9 contains 233612 members 
Mstep: Class 10 contains 5921 members 
Mstep: Class 11 contains 31376 members 
Mstep: Class 12 contains 11006 members 
Mstep: Class 13 contains 6335 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55975 members 
Mstep: Class 16 contains 39357 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 86268 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 3705 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 62563 members 
Mstep: Class 23 contains 3164 members 
Mstep: Class 24 contains 273401 members 
Mstep: Class 25 contains 12722 members 
Mstep: Class 26 contains 25402 members 
Mstep: Class 27 contains 1183 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8539 members 
Mstep: Class 30 contains 5696 members 
Mstep: Class 31 contains 248 members 
Mstep: Class 32 contains 200212 members 
Mstep: Class 33 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148028544.000000 Penalty: 114863.273438
Iteration 87Q: 34 clusters Score -1.480285e+08 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 799 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 1824 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 48147 members 
Mstep: Class 6 contains 67338 members 
Mstep: Class 7 contains 40597 members 
Mstep: Class 8 contains 3548 members 
Mstep: Class 9 contains 232961 members 
Mstep: Class 10 contains 5947 members 
Mstep: Class 11 contains 31349 members 
Mstep: Class 12 contains 10934 members 
Mstep: Class 13 contains 6337 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55947 members 
Mstep: Class 16 contains 40748 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 85693 members 
Mstep: Class 19 contains 4535 members 
Mstep: Class 20 contains 3703 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 62555 members 
Mstep: Class 23 contains 3177 members 
Mstep: Class 24 contains 273376 members 
Mstep: Class 25 contains 12720 members 
Mstep: Class 26 contains 25433 members 
Mstep: Class 27 contains 1183 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8536 members 
Mstep: Class 30 contains 5713 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 200041 members 
Mstep: Class 33 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148029056.000000 Penalty: 114863.273438
Iteration 88Q: 34 clusters Score -1.480291e+08 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 799 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4131 members 
Mstep: Class 3 contains 1827 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 48426 members 
Mstep: Class 6 contains 67247 members 
Mstep: Class 7 contains 40522 members 
Mstep: Class 8 contains 3548 members 
Mstep: Class 9 contains 232336 members 
Mstep: Class 10 contains 5968 members 
Mstep: Class 11 contains 31339 members 
Mstep: Class 12 contains 10867 members 
Mstep: Class 13 contains 6336 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55918 members 
Mstep: Class 16 contains 42090 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 85110 members 
Mstep: Class 19 contains 4537 members 
Mstep: Class 20 contains 3702 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 62535 members 
Mstep: Class 23 contains 3181 members 
Mstep: Class 24 contains 273370 members 
Mstep: Class 25 contains 12720 members 
Mstep: Class 26 contains 25467 members 
Mstep: Class 27 contains 1183 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8535 members 
Mstep: Class 30 contains 5733 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 199839 members 
Mstep: Class 33 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148029360.000000 Penalty: 114863.273438
Iteration 89Q: 34 clusters Score -1.480294e+08 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 799 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4139 members 
Mstep: Class 3 contains 1829 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 48672 members 
Mstep: Class 6 contains 67190 members 
Mstep: Class 7 contains 40457 members 
Mstep: Class 8 contains 3550 members 
Mstep: Class 9 contains 231651 members 
Mstep: Class 10 contains 5999 members 
Mstep: Class 11 contains 31319 members 
Mstep: Class 12 contains 10788 members 
Mstep: Class 13 contains 6334 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55882 members 
Mstep: Class 16 contains 43372 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 84529 members 
Mstep: Class 19 contains 4537 members 
Mstep: Class 20 contains 3701 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 62520 members 
Mstep: Class 23 contains 3196 members 
Mstep: Class 24 contains 273421 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 25501 members 
Mstep: Class 27 contains 1183 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8541 members 
Mstep: Class 30 contains 5750 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 199687 members 
Mstep: Class 33 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148029456.000000 Penalty: 114863.273438
Iteration 90Q: 34 clusters Score -1.480295e+08 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 799 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4144 members 
Mstep: Class 3 contains 1830 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 48915 members 
Mstep: Class 6 contains 67154 members 
Mstep: Class 7 contains 40412 members 
Mstep: Class 8 contains 3555 members 
Mstep: Class 9 contains 231004 members 
Mstep: Class 10 contains 6023 members 
Mstep: Class 11 contains 31312 members 
Mstep: Class 12 contains 10703 members 
Mstep: Class 13 contains 6338 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55849 members 
Mstep: Class 16 contains 44647 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 83943 members 
Mstep: Class 19 contains 4537 members 
Mstep: Class 20 contains 3701 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 62505 members 
Mstep: Class 23 contains 3220 members 
Mstep: Class 24 contains 273499 members 
Mstep: Class 25 contains 12717 members 
Mstep: Class 26 contains 25529 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8538 members 
Mstep: Class 30 contains 5764 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 199445 members 
Mstep: Class 33 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148030432.000000 Penalty: 114863.273438
Iteration 91Q: 34 clusters Score -1.480304e+08 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 799 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4146 members 
Mstep: Class 3 contains 1832 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 49159 members 
Mstep: Class 6 contains 67147 members 
Mstep: Class 7 contains 40378 members 
Mstep: Class 8 contains 3555 members 
Mstep: Class 9 contains 230377 members 
Mstep: Class 10 contains 6050 members 
Mstep: Class 11 contains 31314 members 
Mstep: Class 12 contains 10620 members 
Mstep: Class 13 contains 6339 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55834 members 
Mstep: Class 16 contains 45836 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 83394 members 
Mstep: Class 19 contains 4537 members 
Mstep: Class 20 contains 3701 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 62491 members 
Mstep: Class 23 contains 3235 members 
Mstep: Class 24 contains 273570 members 
Mstep: Class 25 contains 12716 members 
Mstep: Class 26 contains 25552 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8538 members 
Mstep: Class 30 contains 5777 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 199186 members 
Mstep: Class 33 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148031328.000000 Penalty: 114863.273438
Iteration 92Q: 34 clusters Score -1.480313e+08 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 799 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4154 members 
Mstep: Class 3 contains 1835 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 49406 members 
Mstep: Class 6 contains 67128 members 
Mstep: Class 7 contains 40336 members 
Mstep: Class 8 contains 3556 members 
Mstep: Class 9 contains 229805 members 
Mstep: Class 10 contains 6069 members 
Mstep: Class 11 contains 31330 members 
Mstep: Class 12 contains 10531 members 
Mstep: Class 13 contains 6342 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55835 members 
Mstep: Class 16 contains 46909 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 82864 members 
Mstep: Class 19 contains 4537 members 
Mstep: Class 20 contains 3700 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 62473 members 
Mstep: Class 23 contains 3252 members 
Mstep: Class 24 contains 273627 members 
Mstep: Class 25 contains 12717 members 
Mstep: Class 26 contains 25570 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8531 members 
Mstep: Class 30 contains 5794 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 198983 members 
Mstep: Class 33 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148031824.000000 Penalty: 114863.273438
Iteration 93Q: 34 clusters Score -1.480318e+08 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 799 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 1842 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 49642 members 
Mstep: Class 6 contains 67152 members 
Mstep: Class 7 contains 40296 members 
Mstep: Class 8 contains 3553 members 
Mstep: Class 9 contains 229336 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 31335 members 
Mstep: Class 12 contains 10452 members 
Mstep: Class 13 contains 6351 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55804 members 
Mstep: Class 16 contains 47912 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 82336 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3700 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 62443 members 
Mstep: Class 23 contains 3271 members 
Mstep: Class 24 contains 273666 members 
Mstep: Class 25 contains 12718 members 
Mstep: Class 26 contains 25599 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8526 members 
Mstep: Class 30 contains 5818 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 198744 members 
Mstep: Class 33 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148032240.000000 Penalty: 114863.273438
Iteration 94Q: 34 clusters Score -1.480322e+08 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 799 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4171 members 
Mstep: Class 3 contains 1847 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 49868 members 
Mstep: Class 6 contains 67176 members 
Mstep: Class 7 contains 40259 members 
Mstep: Class 8 contains 3553 members 
Mstep: Class 9 contains 228887 members 
Mstep: Class 10 contains 6096 members 
Mstep: Class 11 contains 31349 members 
Mstep: Class 12 contains 10379 members 
Mstep: Class 13 contains 6360 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55797 members 
Mstep: Class 16 contains 48842 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 81811 members 
Mstep: Class 19 contains 4538 members 
Mstep: Class 20 contains 3698 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 62419 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 273708 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 25625 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8521 members 
Mstep: Class 30 contains 5842 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 198538 members 
Mstep: Class 33 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148032832.000000 Penalty: 114863.273438
Iteration 95Q: 34 clusters Score -1.480328e+08 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 799 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4177 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 50100 members 
Mstep: Class 6 contains 67198 members 
Mstep: Class 7 contains 40226 members 
Mstep: Class 8 contains 3555 members 
Mstep: Class 9 contains 228556 members 
Mstep: Class 10 contains 6108 members 
Mstep: Class 11 contains 31371 members 
Mstep: Class 12 contains 10303 members 
Mstep: Class 13 contains 6373 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55799 members 
Mstep: Class 16 contains 49660 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 81316 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 3696 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 62396 members 
Mstep: Class 23 contains 3293 members 
Mstep: Class 24 contains 273711 members 
Mstep: Class 25 contains 12718 members 
Mstep: Class 26 contains 25643 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8517 members 
Mstep: Class 30 contains 5859 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 198320 members 
Mstep: Class 33 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148033344.000000 Penalty: 114863.273438
Iteration 96Q: 34 clusters Score -1.480333e+08 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 799 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4182 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 50334 members 
Mstep: Class 6 contains 67233 members 
Mstep: Class 7 contains 40195 members 
Mstep: Class 8 contains 3560 members 
Mstep: Class 9 contains 228343 members 
Mstep: Class 10 contains 6120 members 
Mstep: Class 11 contains 31398 members 
Mstep: Class 12 contains 10219 members 
Mstep: Class 13 contains 6388 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55805 members 
Mstep: Class 16 contains 50431 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 80808 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 3694 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 62367 members 
Mstep: Class 23 contains 3316 members 
Mstep: Class 24 contains 273606 members 
Mstep: Class 25 contains 12717 members 
Mstep: Class 26 contains 25649 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8516 members 
Mstep: Class 30 contains 5864 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 198149 members 
Mstep: Class 33 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148033984.000000 Penalty: 114863.273438
Iteration 97Q: 34 clusters Score -1.48034e+08 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 799 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4186 members 
Mstep: Class 3 contains 1853 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 50583 members 
Mstep: Class 6 contains 67264 members 
Mstep: Class 7 contains 40171 members 
Mstep: Class 8 contains 3563 members 
Mstep: Class 9 contains 228101 members 
Mstep: Class 10 contains 6134 members 
Mstep: Class 11 contains 31409 members 
Mstep: Class 12 contains 10147 members 
Mstep: Class 13 contains 6399 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55802 members 
Mstep: Class 16 contains 51158 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 80321 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 3692 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 62340 members 
Mstep: Class 23 contains 3346 members 
Mstep: Class 24 contains 273505 members 
Mstep: Class 25 contains 12718 members 
Mstep: Class 26 contains 25660 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8512 members 
Mstep: Class 30 contains 5873 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 198010 members 
Mstep: Class 33 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148034288.000000 Penalty: 114863.273438
Iteration 98Q: 34 clusters Score -1.480343e+08 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 799 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4190 members 
Mstep: Class 3 contains 1857 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 50779 members 
Mstep: Class 6 contains 67306 members 
Mstep: Class 7 contains 40155 members 
Mstep: Class 8 contains 3562 members 
Mstep: Class 9 contains 227907 members 
Mstep: Class 10 contains 6146 members 
Mstep: Class 11 contains 31423 members 
Mstep: Class 12 contains 10053 members 
Mstep: Class 13 contains 6403 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55807 members 
Mstep: Class 16 contains 51822 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 79901 members 
Mstep: Class 19 contains 4536 members 
Mstep: Class 20 contains 3691 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 62311 members 
Mstep: Class 23 contains 3384 members 
Mstep: Class 24 contains 273418 members 
Mstep: Class 25 contains 12717 members 
Mstep: Class 26 contains 25679 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8509 members 
Mstep: Class 30 contains 5882 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 197845 members 
Mstep: Class 33 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148034496.000000 Penalty: 114863.273438
Iteration 99Q: 34 clusters Score -1.480345e+08 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 799 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4197 members 
Mstep: Class 3 contains 1861 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 50967 members 
Mstep: Class 6 contains 67336 members 
Mstep: Class 7 contains 40136 members 
Mstep: Class 8 contains 3564 members 
Mstep: Class 9 contains 227746 members 
Mstep: Class 10 contains 6157 members 
Mstep: Class 11 contains 31436 members 
Mstep: Class 12 contains 9974 members 
Mstep: Class 13 contains 6409 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55826 members 
Mstep: Class 16 contains 52401 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 79457 members 
Mstep: Class 19 contains 4537 members 
Mstep: Class 20 contains 3690 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 62288 members 
Mstep: Class 23 contains 3408 members 
Mstep: Class 24 contains 273362 members 
Mstep: Class 25 contains 12718 members 
Mstep: Class 26 contains 25700 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8503 members 
Mstep: Class 30 contains 5895 members 
Mstep: Class 31 contains 247 members 
Mstep: Class 32 contains 197715 members 
Mstep: Class 33 contains 701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148034976.000000 Penalty: 114863.273438
Iteration 100F: 34 clusters Score -1.48035e+08 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4205 members 
Mstep: Class 3 contains 1861 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 51141 members 
Mstep: Class 6 contains 67364 members 
Mstep: Class 7 contains 40115 members 
Mstep: Class 8 contains 3567 members 
Mstep: Class 9 contains 227663 members 
Mstep: Class 10 contains 6173 members 
Mstep: Class 11 contains 31445 members 
Mstep: Class 12 contains 9894 members 
Mstep: Class 13 contains 6414 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55814 members 
Mstep: Class 16 contains 52937 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 79021 members 
Mstep: Class 19 contains 4537 members 
Mstep: Class 20 contains 3690 members 
Mstep: Class 21 contains 1316 members 
Mstep: Class 22 contains 62268 members 
Mstep: Class 23 contains 3432 members 
Mstep: Class 24 contains 273327 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 25723 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8499 members 
Mstep: Class 30 contains 5906 members 
Mstep: Class 31 contains 242 members 
Mstep: Class 32 contains 197568 members 
Mstep: Class 33 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148035248.000000 Penalty: 114863.273438
Iteration 101Q: 34 clusters Score -1.480352e+08 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4213 members 
Mstep: Class 3 contains 1865 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 51302 members 
Mstep: Class 6 contains 67383 members 
Mstep: Class 7 contains 40090 members 
Mstep: Class 8 contains 3572 members 
Mstep: Class 9 contains 227646 members 
Mstep: Class 10 contains 6187 members 
Mstep: Class 11 contains 31456 members 
Mstep: Class 12 contains 9805 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55808 members 
Mstep: Class 16 contains 53427 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 78617 members 
Mstep: Class 19 contains 4537 members 
Mstep: Class 20 contains 3690 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 62248 members 
Mstep: Class 23 contains 3455 members 
Mstep: Class 24 contains 273253 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 25743 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8499 members 
Mstep: Class 30 contains 5918 members 
Mstep: Class 31 contains 239 members 
Mstep: Class 32 contains 197423 members 
Mstep: Class 33 contains 709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148035760.000000 Penalty: 114863.273438
Iteration 102Q: 34 clusters Score -1.480358e+08 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4214 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 51466 members 
Mstep: Class 6 contains 67409 members 
Mstep: Class 7 contains 40065 members 
Mstep: Class 8 contains 3572 members 
Mstep: Class 9 contains 227594 members 
Mstep: Class 10 contains 6197 members 
Mstep: Class 11 contains 31468 members 
Mstep: Class 12 contains 9729 members 
Mstep: Class 13 contains 6430 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55812 members 
Mstep: Class 16 contains 53851 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 78264 members 
Mstep: Class 19 contains 4537 members 
Mstep: Class 20 contains 3689 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 62232 members 
Mstep: Class 23 contains 3478 members 
Mstep: Class 24 contains 273190 members 
Mstep: Class 25 contains 12720 members 
Mstep: Class 26 contains 25758 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8499 members 
Mstep: Class 30 contains 5933 members 
Mstep: Class 31 contains 236 members 
Mstep: Class 32 contains 197307 members 
Mstep: Class 33 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148036000.000000 Penalty: 114863.273438
Iteration 103Q: 34 clusters Score -1.48036e+08 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4220 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 51629 members 
Mstep: Class 6 contains 67426 members 
Mstep: Class 7 contains 40032 members 
Mstep: Class 8 contains 3572 members 
Mstep: Class 9 contains 227573 members 
Mstep: Class 10 contains 6200 members 
Mstep: Class 11 contains 31490 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 6434 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55821 members 
Mstep: Class 16 contains 54219 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 77915 members 
Mstep: Class 19 contains 4538 members 
Mstep: Class 20 contains 3687 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 62213 members 
Mstep: Class 23 contains 3484 members 
Mstep: Class 24 contains 273122 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 25783 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8498 members 
Mstep: Class 30 contains 5952 members 
Mstep: Class 31 contains 234 members 
Mstep: Class 32 contains 197219 members 
Mstep: Class 33 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148036240.000000 Penalty: 114863.273438
Iteration 104Q: 34 clusters Score -1.480362e+08 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4222 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 51780 members 
Mstep: Class 6 contains 67441 members 
Mstep: Class 7 contains 40002 members 
Mstep: Class 8 contains 3570 members 
Mstep: Class 9 contains 227588 members 
Mstep: Class 10 contains 6212 members 
Mstep: Class 11 contains 31502 members 
Mstep: Class 12 contains 9617 members 
Mstep: Class 13 contains 6437 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55808 members 
Mstep: Class 16 contains 54538 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 77570 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3685 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 62193 members 
Mstep: Class 23 contains 3493 members 
Mstep: Class 24 contains 273063 members 
Mstep: Class 25 contains 12722 members 
Mstep: Class 26 contains 25804 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8496 members 
Mstep: Class 30 contains 5982 members 
Mstep: Class 31 contains 233 members 
Mstep: Class 32 contains 197142 members 
Mstep: Class 33 contains 715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148036400.000000 Penalty: 114863.273438
Iteration 105Q: 34 clusters Score -1.480364e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4223 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 51919 members 
Mstep: Class 6 contains 67470 members 
Mstep: Class 7 contains 39966 members 
Mstep: Class 8 contains 3569 members 
Mstep: Class 9 contains 227577 members 
Mstep: Class 10 contains 6220 members 
Mstep: Class 11 contains 31520 members 
Mstep: Class 12 contains 9564 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55790 members 
Mstep: Class 16 contains 54836 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 77228 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3684 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 62168 members 
Mstep: Class 23 contains 3512 members 
Mstep: Class 24 contains 273069 members 
Mstep: Class 25 contains 12720 members 
Mstep: Class 26 contains 25827 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8496 members 
Mstep: Class 30 contains 6006 members 
Mstep: Class 31 contains 232 members 
Mstep: Class 32 contains 197062 members 
Mstep: Class 33 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148036688.000000 Penalty: 114863.273438
Iteration 106Q: 34 clusters Score -1.480367e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4224 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 52062 members 
Mstep: Class 6 contains 67482 members 
Mstep: Class 7 contains 39941 members 
Mstep: Class 8 contains 3567 members 
Mstep: Class 9 contains 227576 members 
Mstep: Class 10 contains 6230 members 
Mstep: Class 11 contains 31545 members 
Mstep: Class 12 contains 9519 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55768 members 
Mstep: Class 16 contains 55112 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 76891 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3680 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 62153 members 
Mstep: Class 23 contains 3523 members 
Mstep: Class 24 contains 273049 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 25850 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 499 members 
Mstep: Class 29 contains 8498 members 
Mstep: Class 30 contains 6028 members 
Mstep: Class 31 contains 230 members 
Mstep: Class 32 contains 197009 members 
Mstep: Class 33 contains 718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148036976.000000 Penalty: 114863.273438
Iteration 107Q: 34 clusters Score -1.48037e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 1867 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 52200 members 
Mstep: Class 6 contains 67472 members 
Mstep: Class 7 contains 39912 members 
Mstep: Class 8 contains 3567 members 
Mstep: Class 9 contains 227633 members 
Mstep: Class 10 contains 6242 members 
Mstep: Class 11 contains 31564 members 
Mstep: Class 12 contains 9468 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55760 members 
Mstep: Class 16 contains 55361 members 
Mstep: Class 17 contains 1937 members 
Mstep: Class 18 contains 76581 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 62140 members 
Mstep: Class 23 contains 3537 members 
Mstep: Class 24 contains 272980 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 25879 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 8500 members 
Mstep: Class 30 contains 6044 members 
Mstep: Class 31 contains 225 members 
Mstep: Class 32 contains 196959 members 
Mstep: Class 33 contains 724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148037248.000000 Penalty: 114863.273438
Iteration 108Q: 34 clusters Score -1.480372e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 794 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4237 members 
Mstep: Class 3 contains 1867 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 52315 members 
Mstep: Class 6 contains 67478 members 
Mstep: Class 7 contains 39880 members 
Mstep: Class 8 contains 3568 members 
Mstep: Class 9 contains 227660 members 
Mstep: Class 10 contains 6243 members 
Mstep: Class 11 contains 31583 members 
Mstep: Class 12 contains 9428 members 
Mstep: Class 13 contains 6446 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55761 members 
Mstep: Class 16 contains 55616 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 76283 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 62128 members 
Mstep: Class 23 contains 3552 members 
Mstep: Class 24 contains 272922 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 25900 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 8507 members 
Mstep: Class 30 contains 6056 members 
Mstep: Class 31 contains 219 members 
Mstep: Class 32 contains 196907 members 
Mstep: Class 33 contains 731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148036976.000000 Penalty: 114863.273438
Iteration 109Q: 34 clusters Score -1.48037e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 794 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4239 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 52413 members 
Mstep: Class 6 contains 67477 members 
Mstep: Class 7 contains 39861 members 
Mstep: Class 8 contains 3569 members 
Mstep: Class 9 contains 227670 members 
Mstep: Class 10 contains 6252 members 
Mstep: Class 11 contains 31598 members 
Mstep: Class 12 contains 9393 members 
Mstep: Class 13 contains 6449 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55771 members 
Mstep: Class 16 contains 55831 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 76002 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 62111 members 
Mstep: Class 23 contains 3561 members 
Mstep: Class 24 contains 272909 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 25918 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 8508 members 
Mstep: Class 30 contains 6067 members 
Mstep: Class 31 contains 213 members 
Mstep: Class 32 contains 196869 members 
Mstep: Class 33 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148037152.000000 Penalty: 114863.273438
Iteration 110Q: 34 clusters Score -1.480372e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 794 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 52497 members 
Mstep: Class 6 contains 67467 members 
Mstep: Class 7 contains 39851 members 
Mstep: Class 8 contains 3569 members 
Mstep: Class 9 contains 227715 members 
Mstep: Class 10 contains 6263 members 
Mstep: Class 11 contains 31603 members 
Mstep: Class 12 contains 9369 members 
Mstep: Class 13 contains 6450 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55771 members 
Mstep: Class 16 contains 56032 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 75739 members 
Mstep: Class 19 contains 4544 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 62098 members 
Mstep: Class 23 contains 3568 members 
Mstep: Class 24 contains 272885 members 
Mstep: Class 25 contains 12718 members 
Mstep: Class 26 contains 25935 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 8508 members 
Mstep: Class 30 contains 6073 members 
Mstep: Class 31 contains 211 members 
Mstep: Class 32 contains 196830 members 
Mstep: Class 33 contains 739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148037392.000000 Penalty: 114863.273438
Iteration 111Q: 34 clusters Score -1.480374e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 794 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4245 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 52584 members 
Mstep: Class 6 contains 67448 members 
Mstep: Class 7 contains 39846 members 
Mstep: Class 8 contains 3570 members 
Mstep: Class 9 contains 227771 members 
Mstep: Class 10 contains 6268 members 
Mstep: Class 11 contains 31610 members 
Mstep: Class 12 contains 9337 members 
Mstep: Class 13 contains 6451 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 55777 members 
Mstep: Class 16 contains 56237 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 75496 members 
Mstep: Class 19 contains 4545 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 62079 members 
Mstep: Class 23 contains 3577 members 
Mstep: Class 24 contains 272841 members 
Mstep: Class 25 contains 12717 members 
Mstep: Class 26 contains 25951 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 8508 members 
Mstep: Class 30 contains 6082 members 
Mstep: Class 31 contains 209 members 
Mstep: Class 32 contains 196791 members 
Mstep: Class 33 contains 741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148037408.000000 Penalty: 114863.273438
Iteration 112Q: 34 clusters Score -1.480374e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 794 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4247 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 52639 members 
Mstep: Class 6 contains 67450 members 
Mstep: Class 7 contains 39836 members 
Mstep: Class 8 contains 3572 members 
Mstep: Class 9 contains 227820 members 
Mstep: Class 10 contains 6273 members 
Mstep: Class 11 contains 31617 members 
Mstep: Class 12 contains 9306 members 
Mstep: Class 13 contains 6454 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 55790 members 
Mstep: Class 16 contains 56402 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 75314 members 
Mstep: Class 19 contains 4546 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 62058 members 
Mstep: Class 23 contains 3582 members 
Mstep: Class 24 contains 272766 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 25967 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 8509 members 
Mstep: Class 30 contains 6090 members 
Mstep: Class 31 contains 207 members 
Mstep: Class 32 contains 196774 members 
Mstep: Class 33 contains 742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148037488.000000 Penalty: 114863.273438
Iteration 113Q: 34 clusters Score -1.480375e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 794 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 52732 members 
Mstep: Class 6 contains 67440 members 
Mstep: Class 7 contains 39826 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 227879 members 
Mstep: Class 10 contains 6276 members 
Mstep: Class 11 contains 31624 members 
Mstep: Class 12 contains 9255 members 
Mstep: Class 13 contains 6458 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 55791 members 
Mstep: Class 16 contains 56543 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 75167 members 
Mstep: Class 19 contains 4547 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 62039 members 
Mstep: Class 23 contains 3596 members 
Mstep: Class 24 contains 272672 members 
Mstep: Class 25 contains 12720 members 
Mstep: Class 26 contains 25974 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 8507 members 
Mstep: Class 30 contains 6100 members 
Mstep: Class 31 contains 205 members 
Mstep: Class 32 contains 196758 members 
Mstep: Class 33 contains 744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148037520.000000 Penalty: 114863.273438
Iteration 114Q: 34 clusters Score -1.480375e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 794 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 52821 members 
Mstep: Class 6 contains 67432 members 
Mstep: Class 7 contains 39817 members 
Mstep: Class 8 contains 3572 members 
Mstep: Class 9 contains 227931 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 31629 members 
Mstep: Class 12 contains 9212 members 
Mstep: Class 13 contains 6459 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 55800 members 
Mstep: Class 16 contains 56693 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 75045 members 
Mstep: Class 19 contains 4547 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 62020 members 
Mstep: Class 23 contains 3607 members 
Mstep: Class 24 contains 272567 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 25983 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 8507 members 
Mstep: Class 30 contains 6110 members 
Mstep: Class 31 contains 203 members 
Mstep: Class 32 contains 196723 members 
Mstep: Class 33 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148037552.000000 Penalty: 114863.273438
Iteration 115Q: 34 clusters Score -1.480376e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 794 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4259 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 52904 members 
Mstep: Class 6 contains 67420 members 
Mstep: Class 7 contains 39816 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 227965 members 
Mstep: Class 10 contains 6280 members 
Mstep: Class 11 contains 31637 members 
Mstep: Class 12 contains 9163 members 
Mstep: Class 13 contains 6460 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 55823 members 
Mstep: Class 16 contains 56824 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 74944 members 
Mstep: Class 19 contains 4548 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 61996 members 
Mstep: Class 23 contains 3620 members 
Mstep: Class 24 contains 272488 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 25987 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 8507 members 
Mstep: Class 30 contains 6115 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 196684 members 
Mstep: Class 33 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148037568.000000 Penalty: 114863.273438
Iteration 116Q: 34 clusters Score -1.480376e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 794 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4260 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 52978 members 
Mstep: Class 6 contains 67414 members 
Mstep: Class 7 contains 39814 members 
Mstep: Class 8 contains 3574 members 
Mstep: Class 9 contains 227993 members 
Mstep: Class 10 contains 6277 members 
Mstep: Class 11 contains 31643 members 
Mstep: Class 12 contains 9105 members 
Mstep: Class 13 contains 6462 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 55850 members 
Mstep: Class 16 contains 56951 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 74828 members 
Mstep: Class 19 contains 4549 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 61982 members 
Mstep: Class 23 contains 3643 members 
Mstep: Class 24 contains 272391 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 25994 members 
Mstep: Class 27 contains 1182 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 8505 members 
Mstep: Class 30 contains 6124 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 196676 members 
Mstep: Class 33 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148037856.000000 Penalty: 114863.273438
Iteration 117Q: 34 clusters Score -1.480379e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 794 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 53048 members 
Mstep: Class 6 contains 67409 members 
Mstep: Class 7 contains 39809 members 
Mstep: Class 8 contains 3575 members 
Mstep: Class 9 contains 228015 members 
Mstep: Class 10 contains 6282 members 
Mstep: Class 11 contains 31645 members 
Mstep: Class 12 contains 9060 members 
Mstep: Class 13 contains 6463 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 55855 members 
Mstep: Class 16 contains 57048 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 74720 members 
Mstep: Class 19 contains 4549 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 61963 members 
Mstep: Class 23 contains 3668 members 
Mstep: Class 24 contains 272317 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 25999 members 
Mstep: Class 27 contains 1181 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 8506 members 
Mstep: Class 30 contains 6135 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 196687 members 
Mstep: Class 33 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148037920.000000 Penalty: 114863.273438
Iteration 118Q: 34 clusters Score -1.480379e+08 nChanged 824
Entering ConstructFrom: 
Score: -148037920.000000 Penalty: 114863.273438
Entering ConstructFrom: 
Trying to split cluster 1 (603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Entering Unmasked Estep 
Score: -65202.695312 Penalty: 1587.675415
	Iteration 0F: 2 clusters Score -65202.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63740.730469 Penalty: 3175.350830
	Iteration 0F: 3 clusters Score -63740.73 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63998.703125 Penalty: 3175.350830
	Iteration 1F: 3 clusters Score -63998.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -64152.117188 Penalty: 3175.350830
	Iteration 2F: 3 clusters Score -64152.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64240.632812 Penalty: 3175.350830
	Iteration 3F: 3 clusters Score -64240.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64307.332031 Penalty: 3175.350830
	Iteration 4Q: 3 clusters Score -64307.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64391.863281 Penalty: 3175.350830
	Iteration 5Q: 3 clusters Score -64391.86 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -64528.820312 Penalty: 3175.350830
	Iteration 6F: 3 clusters Score -64528.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -64687.132812 Penalty: 3175.350830
	Iteration 7F: 3 clusters Score -64687.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -64885.367188 Penalty: 3175.350830
	Iteration 8Q: 3 clusters Score -64885.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -65022.402344 Penalty: 3175.350830
	Iteration 9Q: 3 clusters Score -65022.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -65113.703125 Penalty: 3175.350830
	Iteration 10Q: 3 clusters Score -65113.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -65229.304688 Penalty: 3175.350830
	Iteration 11Q: 3 clusters Score -65229.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -65246.386719 Penalty: 3175.350830
	Iteration 12Q: 3 clusters Score -65246.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -65250.890625 Penalty: 3175.350830
	Iteration 13Q: 3 clusters Score -65250.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -65252.828125 Penalty: 3175.350830
	Iteration 14Q: 3 clusters Score -65252.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -65257.199219 Penalty: 3175.350830
	Iteration 15Q: 3 clusters Score -65257.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -65278.371094 Penalty: 3175.350830
	Iteration 16F: 3 clusters Score -65278.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -65406.675781 Penalty: 3175.350830
	Iteration 17Q: 3 clusters Score -65406.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -65445.988281 Penalty: 3175.350830
	Iteration 18Q: 3 clusters Score -65445.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -65531.781250 Penalty: 3175.350830
	Iteration 19Q: 3 clusters Score -65531.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -66375.140625 Penalty: 3175.350830
	Iteration 20F: 3 clusters Score -66375.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -66395.367188 Penalty: 3175.350830
	Iteration 21Q: 3 clusters Score -66395.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -66397.320312 Penalty: 3175.350830
	Iteration 22Q: 3 clusters Score -66397.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -66397.320312 Penalty: 3175.350830
	Iteration 23F: 3 clusters Score -66397.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 794 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 53107 members 
Mstep: Class 6 contains 67403 members 
Mstep: Class 7 contains 39802 members 
Mstep: Class 8 contains 3576 members 
Mstep: Class 9 contains 228044 members 
Mstep: Class 10 contains 6286 members 
Mstep: Class 11 contains 31653 members 
Mstep: Class 12 contains 9016 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 1280 members 
Mstep: Class 15 contains 55872 members 
Mstep: Class 16 contains 57134 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 74601 members 
Mstep: Class 19 contains 4549 members 
Mstep: Class 20 contains 3675 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 61936 members 
Mstep: Class 23 contains 3683 members 
Mstep: Class 24 contains 272273 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 26001 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 8505 members 
Mstep: Class 30 contains 6147 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 196689 members 
Mstep: Class 33 contains 748 members 
Mstep: Class 34 contains 414 members 
Entering Unmasked Estep 
Score: -148037184.000000 Penalty: 118343.976562
Splitting cluster 1 changes total score from -148037920.000000 to -148037184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Entering Unmasked Estep 
Score: -496825.843750 Penalty: 2073.181641
	Iteration 0F: 2 clusters Score -496825.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -492834.843750 Penalty: 4146.363281
	Iteration 0F: 3 clusters Score -492834.8 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -493717.281250 Penalty: 4146.363281
	Iteration 1F: 3 clusters Score -493717.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -493918.343750 Penalty: 4146.363281
	Iteration 2F: 3 clusters Score -493918.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -494019.187500 Penalty: 4146.363281
	Iteration 3Q: 3 clusters Score -494019.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -494087.906250 Penalty: 4146.363281
	Iteration 4Q: 3 clusters Score -494087.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -494139.062500 Penalty: 4146.363281
	Iteration 5Q: 3 clusters Score -494139.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -494173.406250 Penalty: 4146.363281
	Iteration 6Q: 3 clusters Score -494173.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -494209.406250 Penalty: 4146.363281
	Iteration 7Q: 3 clusters Score -494209.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -494251.156250 Penalty: 4146.363281
	Iteration 8Q: 3 clusters Score -494251.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -494294.343750 Penalty: 4146.363281
	Iteration 9Q: 3 clusters Score -494294.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -494340.062500 Penalty: 4146.363281
	Iteration 10Q: 3 clusters Score -494340.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -494381.656250 Penalty: 4146.363281
	Iteration 11Q: 3 clusters Score -494381.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -494413.687500 Penalty: 4146.363281
	Iteration 12Q: 3 clusters Score -494413.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -494448.062500 Penalty: 4146.363281
	Iteration 13Q: 3 clusters Score -494448.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -494475.937500 Penalty: 4146.363281
	Iteration 14Q: 3 clusters Score -494475.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -494491.812500 Penalty: 4146.363281
	Iteration 15Q: 3 clusters Score -494491.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -494505.218750 Penalty: 4146.363281
	Iteration 16Q: 3 clusters Score -494505.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -494511.250000 Penalty: 4146.363281
	Iteration 17Q: 3 clusters Score -494511.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -494520.937500 Penalty: 4146.363281
	Iteration 18Q: 3 clusters Score -494520.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -494532.218750 Penalty: 4146.363281
	Iteration 19Q: 3 clusters Score -494532.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -494542.531250 Penalty: 4146.363281
	Iteration 20F: 3 clusters Score -494542.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -494553.656250 Penalty: 4146.363281
	Iteration 21Q: 3 clusters Score -494553.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -494561.406250 Penalty: 4146.363281
	Iteration 22Q: 3 clusters Score -494561.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -494569.187500 Penalty: 4146.363281
	Iteration 23Q: 3 clusters Score -494569.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -494576.687500 Penalty: 4146.363281
	Iteration 24Q: 3 clusters Score -494576.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -494583.562500 Penalty: 4146.363281
	Iteration 25Q: 3 clusters Score -494583.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -494591.687500 Penalty: 4146.363281
	Iteration 26Q: 3 clusters Score -494591.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -494599.406250 Penalty: 4146.363281
	Iteration 27Q: 3 clusters Score -494599.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -494607.906250 Penalty: 4146.363281
	Iteration 28Q: 3 clusters Score -494607.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -494616.156250 Penalty: 4146.363281
	Iteration 29Q: 3 clusters Score -494616.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -494621.312500 Penalty: 4146.363281
	Iteration 30Q: 3 clusters Score -494621.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -494626.937500 Penalty: 4146.363281
	Iteration 31Q: 3 clusters Score -494626.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -494633.187500 Penalty: 4146.363281
	Iteration 32Q: 3 clusters Score -494633.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -494637.281250 Penalty: 4146.363281
	Iteration 33Q: 3 clusters Score -494637.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -494640.000000 Penalty: 4146.363281
	Iteration 34Q: 3 clusters Score -494640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -494641.656250 Penalty: 4146.363281
	Iteration 35Q: 3 clusters Score -494641.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -494642.125000 Penalty: 4146.363281
	Iteration 36Q: 3 clusters Score -494642.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -494643.375000 Penalty: 4146.363281
	Iteration 37Q: 3 clusters Score -494643.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -494643.500000 Penalty: 4146.363281
	Iteration 38Q: 3 clusters Score -494643.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -494643.531250 Penalty: 4146.363281
	Iteration 39Q: 3 clusters Score -494643.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -494644.156250 Penalty: 4146.363281
	Iteration 40F: 3 clusters Score -494644.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -221058.734375 Penalty: 1868.356079
	Iteration 0F: 2 clusters Score -221058.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -218510.078125 Penalty: 3736.712158
	Iteration 0F: 3 clusters Score -218510.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -218920.171875 Penalty: 3736.712158
	Iteration 1F: 3 clusters Score -218920.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -219056.562500 Penalty: 3736.712158
	Iteration 2F: 3 clusters Score -219056.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -219143.656250 Penalty: 3736.712158
	Iteration 3Q: 3 clusters Score -219143.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -219206.375000 Penalty: 3736.712158
	Iteration 4Q: 3 clusters Score -219206.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -219247.375000 Penalty: 3736.712158
	Iteration 5Q: 3 clusters Score -219247.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -219280.218750 Penalty: 3736.712158
	Iteration 6Q: 3 clusters Score -219280.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -219304.468750 Penalty: 3736.712158
	Iteration 7Q: 3 clusters Score -219304.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -219327.453125 Penalty: 3736.712158
	Iteration 8Q: 3 clusters Score -219327.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -219340.937500 Penalty: 3736.712158
	Iteration 9Q: 3 clusters Score -219340.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -219347.968750 Penalty: 3736.712158
	Iteration 10Q: 3 clusters Score -219348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -219353.812500 Penalty: 3736.712158
	Iteration 11Q: 3 clusters Score -219353.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -219357.843750 Penalty: 3736.712158
	Iteration 12Q: 3 clusters Score -219357.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -219363.609375 Penalty: 3736.712158
	Iteration 13Q: 3 clusters Score -219363.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -219366.703125 Penalty: 3736.712158
	Iteration 14Q: 3 clusters Score -219366.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -219368.515625 Penalty: 3736.712158
	Iteration 15Q: 3 clusters Score -219368.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -219368.515625 Penalty: 3736.712158
	Iteration 16F: 3 clusters Score -219368.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Entering Unmasked Estep 
Score: -211590.453125 Penalty: 1848.339600
	Iteration 0F: 2 clusters Score -211590.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -209160.031250 Penalty: 3696.679199
	Iteration 0F: 3 clusters Score -209160 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -209610.062500 Penalty: 3696.679199
	Iteration 1F: 3 clusters Score -209610.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -209838.156250 Penalty: 3696.679199
	Iteration 2F: 3 clusters Score -209838.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -209983.203125 Penalty: 3696.679199
	Iteration 3Q: 3 clusters Score -209983.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -210065.000000 Penalty: 3696.679199
	Iteration 4Q: 3 clusters Score -210065 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -210123.453125 Penalty: 3696.679199
	Iteration 5Q: 3 clusters Score -210123.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -210162.187500 Penalty: 3696.679199
	Iteration 6Q: 3 clusters Score -210162.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -210203.125000 Penalty: 3696.679199
	Iteration 7Q: 3 clusters Score -210203.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -210226.687500 Penalty: 3696.679199
	Iteration 8Q: 3 clusters Score -210226.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -210248.671875 Penalty: 3696.679199
	Iteration 9Q: 3 clusters Score -210248.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -210268.921875 Penalty: 3696.679199
	Iteration 10Q: 3 clusters Score -210268.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -210288.218750 Penalty: 3696.679199
	Iteration 11Q: 3 clusters Score -210288.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -210316.968750 Penalty: 3696.679199
	Iteration 12Q: 3 clusters Score -210317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -210347.046875 Penalty: 3696.679199
	Iteration 13Q: 3 clusters Score -210347 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -210368.390625 Penalty: 3696.679199
	Iteration 14Q: 3 clusters Score -210368.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -210383.515625 Penalty: 3696.679199
	Iteration 15Q: 3 clusters Score -210383.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -210397.187500 Penalty: 3696.679199
	Iteration 16Q: 3 clusters Score -210397.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -210408.687500 Penalty: 3696.679199
	Iteration 17Q: 3 clusters Score -210408.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -210417.718750 Penalty: 3696.679199
	Iteration 18Q: 3 clusters Score -210417.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -210424.562500 Penalty: 3696.679199
	Iteration 19Q: 3 clusters Score -210424.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -210428.796875 Penalty: 3696.679199
	Iteration 20F: 3 clusters Score -210428.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -210431.812500 Penalty: 3696.679199
	Iteration 21Q: 3 clusters Score -210431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -210433.453125 Penalty: 3696.679199
	Iteration 22Q: 3 clusters Score -210433.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -210434.015625 Penalty: 3696.679199
	Iteration 23Q: 3 clusters Score -210434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -210436.546875 Penalty: 3696.679199
	Iteration 24Q: 3 clusters Score -210436.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -210441.078125 Penalty: 3696.679199
	Iteration 25Q: 3 clusters Score -210441.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -210447.343750 Penalty: 3696.679199
	Iteration 26Q: 3 clusters Score -210447.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -210453.687500 Penalty: 3696.679199
	Iteration 27Q: 3 clusters Score -210453.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -210461.578125 Penalty: 3696.679199
	Iteration 28Q: 3 clusters Score -210461.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -210467.031250 Penalty: 3696.679199
	Iteration 29Q: 3 clusters Score -210467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -210469.453125 Penalty: 3696.679199
	Iteration 30Q: 3 clusters Score -210469.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -210476.140625 Penalty: 3696.679199
	Iteration 31Q: 3 clusters Score -210476.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -210482.500000 Penalty: 3696.679199
	Iteration 32Q: 3 clusters Score -210482.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -210492.125000 Penalty: 3696.679199
	Iteration 33Q: 3 clusters Score -210492.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -210498.453125 Penalty: 3696.679199
	Iteration 34Q: 3 clusters Score -210498.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -210504.593750 Penalty: 3696.679199
	Iteration 35Q: 3 clusters Score -210504.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -210507.406250 Penalty: 3696.679199
	Iteration 36Q: 3 clusters Score -210507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -210508.312500 Penalty: 3696.679199
	Iteration 37Q: 3 clusters Score -210508.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -210509.562500 Penalty: 3696.679199
	Iteration 38Q: 3 clusters Score -210509.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -210510.593750 Penalty: 3696.679199
	Iteration 39Q: 3 clusters Score -210510.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -210510.593750 Penalty: 3696.679199
	Iteration 40F: 3 clusters Score -210510.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Entering Unmasked Estep 
Score: -6070715.000000 Penalty: 2698.255859
	Iteration 0F: 2 clusters Score -6070715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -6034934.500000 Penalty: 5396.511719
	Iteration 0F: 3 clusters Score -6034934 nChanged 24635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -6048904.500000 Penalty: 5396.511719
	Iteration 1F: 3 clusters Score -6048904 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -6049938.500000 Penalty: 5396.511719
	Iteration 2Q: 3 clusters Score -6049938 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -6051078.000000 Penalty: 5396.511719
	Iteration 3F: 3 clusters Score -6051078 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -6052430.000000 Penalty: 5396.511719
	Iteration 4F: 3 clusters Score -6052430 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -6054093.000000 Penalty: 5396.511719
	Iteration 5F: 3 clusters Score -6054093 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -6056255.500000 Penalty: 5396.511719
	Iteration 6F: 3 clusters Score -6056256 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -6059125.000000 Penalty: 5396.511719
	Iteration 7F: 3 clusters Score -6059125 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -6061932.500000 Penalty: 5396.511719
	Iteration 8F: 3 clusters Score -6061932 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -6063995.000000 Penalty: 5396.511719
	Iteration 9F: 3 clusters Score -6063995 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -6065109.500000 Penalty: 5396.511719
	Iteration 10Q: 3 clusters Score -6065110 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -6065777.500000 Penalty: 5396.511719
	Iteration 11Q: 3 clusters Score -6065778 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -6066236.000000 Penalty: 5396.511719
	Iteration 12Q: 3 clusters Score -6066236 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -6066601.000000 Penalty: 5396.511719
	Iteration 13Q: 3 clusters Score -6066601 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -6066887.000000 Penalty: 5396.511719
	Iteration 14Q: 3 clusters Score -6066887 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -6067101.000000 Penalty: 5396.511719
	Iteration 15Q: 3 clusters Score -6067101 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -6067223.000000 Penalty: 5396.511719
	Iteration 16Q: 3 clusters Score -6067223 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -6067317.000000 Penalty: 5396.511719
	Iteration 17Q: 3 clusters Score -6067317 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -6067394.000000 Penalty: 5396.511719
	Iteration 18Q: 3 clusters Score -6067394 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -6067410.500000 Penalty: 5396.511719
	Iteration 19Q: 3 clusters Score -6067410 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -6067423.500000 Penalty: 5396.511719
	Iteration 20F: 3 clusters Score -6067424 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -6067448.500000 Penalty: 5396.511719
	Iteration 21Q: 3 clusters Score -6067448 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -6067451.500000 Penalty: 5396.511719
	Iteration 22Q: 3 clusters Score -6067452 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -6067438.000000 Penalty: 5396.511719
	Iteration 23Q: 3 clusters Score -6067438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -6067448.000000 Penalty: 5396.511719
	Iteration 24Q: 3 clusters Score -6067448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -6067468.500000 Penalty: 5396.511719
	Iteration 25Q: 3 clusters Score -6067468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -6067469.000000 Penalty: 5396.511719
	Iteration 26Q: 3 clusters Score -6067469 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -6067472.500000 Penalty: 5396.511719
	Iteration 27Q: 3 clusters Score -6067472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -6067474.000000 Penalty: 5396.511719
	Iteration 28Q: 3 clusters Score -6067474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -6067478.500000 Penalty: 5396.511719
	Iteration 29Q: 3 clusters Score -6067478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -6067485.000000 Penalty: 5396.511719
	Iteration 30Q: 3 clusters Score -6067485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -6067468.500000 Penalty: 5396.511719
	Iteration 31Q: 3 clusters Score -6067468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -6067475.500000 Penalty: 5396.511719
	Iteration 32Q: 3 clusters Score -6067476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -6067465.500000 Penalty: 5396.511719
	Iteration 33Q: 3 clusters Score -6067466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -6067470.000000 Penalty: 5396.511719
	Iteration 34Q: 3 clusters Score -6067470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -6067469.000000 Penalty: 5396.511719
	Iteration 35Q: 3 clusters Score -6067469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -6067475.000000 Penalty: 5396.511719
	Iteration 36Q: 3 clusters Score -6067475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -6067470.500000 Penalty: 5396.511719
	Iteration 37Q: 3 clusters Score -6067470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -6067463.000000 Penalty: 5396.511719
	Iteration 38Q: 3 clusters Score -6067463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -6067462.000000 Penalty: 5396.511719
	Iteration 39Q: 3 clusters Score -6067462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -6067461.500000 Penalty: 5396.511719
	Iteration 40F: 3 clusters Score -6067462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -6067463.500000 Penalty: 5396.511719
	Iteration 41Q: 3 clusters Score -6067464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -6067465.500000 Penalty: 5396.511719
	Iteration 42Q: 3 clusters Score -6067466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -6067470.000000 Penalty: 5396.511719
	Iteration 43Q: 3 clusters Score -6067470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -6067473.500000 Penalty: 5396.511719
	Iteration 44Q: 3 clusters Score -6067474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -6067479.500000 Penalty: 5396.511719
	Iteration 45Q: 3 clusters Score -6067480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -6067478.500000 Penalty: 5396.511719
	Iteration 46Q: 3 clusters Score -6067478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -6067479.000000 Penalty: 5396.511719
	Iteration 47Q: 3 clusters Score -6067479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -6067479.000000 Penalty: 5396.511719
	Iteration 48F: 3 clusters Score -6067479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (67403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67403 members 
Entering Unmasked Estep 
Score: -8306465.000000 Penalty: 2757.374268
	Iteration 0F: 2 clusters Score -8306465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -8261129.000000 Penalty: 5514.748535
	Iteration 0F: 3 clusters Score -8261129 nChanged 31344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -8278858.000000 Penalty: 5514.748535
	Iteration 1F: 3 clusters Score -8278858 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -8279539.000000 Penalty: 5514.748535
	Iteration 2Q: 3 clusters Score -8279539 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -8280500.500000 Penalty: 5514.748535
	Iteration 3Q: 3 clusters Score -8280500 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -8281924.500000 Penalty: 5514.748535
	Iteration 4Q: 3 clusters Score -8281924 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -8284304.000000 Penalty: 5514.748535
	Iteration 5F: 3 clusters Score -8284304 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -8288161.000000 Penalty: 5514.748535
	Iteration 6F: 3 clusters Score -8288161 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -8293213.500000 Penalty: 5514.748535
	Iteration 7F: 3 clusters Score -8293214 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59434 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -8297930.000000 Penalty: 5514.748535
	Iteration 8F: 3 clusters Score -8297930 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62528 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -8301050.000000 Penalty: 5514.748535
	Iteration 9Q: 3 clusters Score -8301050 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64094 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -8302673.500000 Penalty: 5514.748535
	Iteration 10Q: 3 clusters Score -8302674 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -8303579.500000 Penalty: 5514.748535
	Iteration 11Q: 3 clusters Score -8303580 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -8304039.000000 Penalty: 5514.748535
	Iteration 12Q: 3 clusters Score -8304039 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65234 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8304274.000000 Penalty: 5514.748535
	Iteration 13Q: 3 clusters Score -8304274 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -8304388.500000 Penalty: 5514.748535
	Iteration 14Q: 3 clusters Score -8304388 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65382 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -8304430.000000 Penalty: 5514.748535
	Iteration 15Q: 3 clusters Score -8304430 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8304480.000000 Penalty: 5514.748535
	Iteration 16Q: 3 clusters Score -8304480 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8304492.000000 Penalty: 5514.748535
	Iteration 17Q: 3 clusters Score -8304492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65489 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8304500.000000 Penalty: 5514.748535
	Iteration 18Q: 3 clusters Score -8304500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65514 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -8304506.500000 Penalty: 5514.748535
	Iteration 19Q: 3 clusters Score -8304506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8304509.000000 Penalty: 5514.748535
	Iteration 20F: 3 clusters Score -8304509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -8304513.500000 Penalty: 5514.748535
	Iteration 21Q: 3 clusters Score -8304514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65568 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8304512.500000 Penalty: 5514.748535
	Iteration 22Q: 3 clusters Score -8304512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -8304521.500000 Penalty: 5514.748535
	Iteration 23Q: 3 clusters Score -8304522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -8304520.500000 Penalty: 5514.748535
	Iteration 24Q: 3 clusters Score -8304520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65592 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8304522.500000 Penalty: 5514.748535
	Iteration 25Q: 3 clusters Score -8304522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8304528.000000 Penalty: 5514.748535
	Iteration 26Q: 3 clusters Score -8304528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8304528.000000 Penalty: 5514.748535
	Iteration 27Q: 3 clusters Score -8304528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -8304527.000000 Penalty: 5514.748535
	Iteration 28Q: 3 clusters Score -8304527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65604 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -8304525.000000 Penalty: 5514.748535
	Iteration 29Q: 3 clusters Score -8304525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65606 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -8304529.500000 Penalty: 5514.748535
	Iteration 30Q: 3 clusters Score -8304530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -8304531.000000 Penalty: 5514.748535
	Iteration 31Q: 3 clusters Score -8304531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8304536.500000 Penalty: 5514.748535
	Iteration 32Q: 3 clusters Score -8304536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8304535.500000 Penalty: 5514.748535
	Iteration 33Q: 3 clusters Score -8304536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65613 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8304530.500000 Penalty: 5514.748535
	Iteration 34Q: 3 clusters Score -8304530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65616 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8304534.500000 Penalty: 5514.748535
	Iteration 35Q: 3 clusters Score -8304534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -8304527.500000 Penalty: 5514.748535
	Iteration 36Q: 3 clusters Score -8304528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65622 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8304529.000000 Penalty: 5514.748535
	Iteration 37Q: 3 clusters Score -8304529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8304542.000000 Penalty: 5514.748535
	Iteration 38Q: 3 clusters Score -8304542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8304550.000000 Penalty: 5514.748535
	Iteration 39Q: 3 clusters Score -8304550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65635 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8304549.000000 Penalty: 5514.748535
	Iteration 40F: 3 clusters Score -8304549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65638 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8304543.000000 Penalty: 5514.748535
	Iteration 41Q: 3 clusters Score -8304543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8304545.500000 Penalty: 5514.748535
	Iteration 42Q: 3 clusters Score -8304546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65646 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8304539.000000 Penalty: 5514.748535
	Iteration 43Q: 3 clusters Score -8304539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65646 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8304539.000000 Penalty: 5514.748535
	Iteration 44F: 3 clusters Score -8304539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Entering Unmasked Estep 
Score: -4769946.000000 Penalty: 2626.734863
	Iteration 0F: 2 clusters Score -4769946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -4742833.500000 Penalty: 5253.469727
	Iteration 0F: 3 clusters Score -4742834 nChanged 18398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -4753007.500000 Penalty: 5253.469727
	Iteration 1F: 3 clusters Score -4753008 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -4753481.000000 Penalty: 5253.469727
	Iteration 2Q: 3 clusters Score -4753481 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -4753941.500000 Penalty: 5253.469727
	Iteration 3Q: 3 clusters Score -4753942 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -4754375.000000 Penalty: 5253.469727
	Iteration 4Q: 3 clusters Score -4754375 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -4754913.000000 Penalty: 5253.469727
	Iteration 5Q: 3 clusters Score -4754913 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -4755466.500000 Penalty: 5253.469727
	Iteration 6Q: 3 clusters Score -4755466 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -4756181.000000 Penalty: 5253.469727
	Iteration 7Q: 3 clusters Score -4756181 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -4757177.000000 Penalty: 5253.469727
	Iteration 8Q: 3 clusters Score -4757177 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -4758599.500000 Penalty: 5253.469727
	Iteration 9F: 3 clusters Score -4758600 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -4760411.500000 Penalty: 5253.469727
	Iteration 10F: 3 clusters Score -4760412 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -4762405.000000 Penalty: 5253.469727
	Iteration 11F: 3 clusters Score -4762405 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -4764217.500000 Penalty: 5253.469727
	Iteration 12F: 3 clusters Score -4764218 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -4765655.000000 Penalty: 5253.469727
	Iteration 13Q: 3 clusters Score -4765655 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -4766628.000000 Penalty: 5253.469727
	Iteration 14Q: 3 clusters Score -4766628 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -4767096.500000 Penalty: 5253.469727
	Iteration 15Q: 3 clusters Score -4767096 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -4767317.000000 Penalty: 5253.469727
	Iteration 16Q: 3 clusters Score -4767317 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -4767447.000000 Penalty: 5253.469727
	Iteration 17Q: 3 clusters Score -4767447 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -4767506.000000 Penalty: 5253.469727
	Iteration 18Q: 3 clusters Score -4767506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -4767550.500000 Penalty: 5253.469727
	Iteration 19Q: 3 clusters Score -4767550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -4767574.500000 Penalty: 5253.469727
	Iteration 20F: 3 clusters Score -4767574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -4767588.000000 Penalty: 5253.469727
	Iteration 21Q: 3 clusters Score -4767588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -4767596.000000 Penalty: 5253.469727
	Iteration 22Q: 3 clusters Score -4767596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -4767600.500000 Penalty: 5253.469727
	Iteration 23Q: 3 clusters Score -4767600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -4767619.000000 Penalty: 5253.469727
	Iteration 24Q: 3 clusters Score -4767619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -4767628.500000 Penalty: 5253.469727
	Iteration 25Q: 3 clusters Score -4767628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -4767639.500000 Penalty: 5253.469727
	Iteration 26Q: 3 clusters Score -4767640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -4767649.500000 Penalty: 5253.469727
	Iteration 27Q: 3 clusters Score -4767650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -4767659.000000 Penalty: 5253.469727
	Iteration 28Q: 3 clusters Score -4767659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -4767659.500000 Penalty: 5253.469727
	Iteration 29Q: 3 clusters Score -4767660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -4767662.000000 Penalty: 5253.469727
	Iteration 30Q: 3 clusters Score -4767662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -4767663.000000 Penalty: 5253.469727
	Iteration 31Q: 3 clusters Score -4767663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -4767663.000000 Penalty: 5253.469727
	Iteration 32F: 3 clusters Score -4767663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Entering Unmasked Estep 
Score: -414283.375000 Penalty: 2029.135986
	Iteration 0F: 2 clusters Score -414283.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -410645.593750 Penalty: 4058.271973
	Iteration 0F: 3 clusters Score -410645.6 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -411510.250000 Penalty: 4058.271973
	Iteration 1F: 3 clusters Score -411510.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -411744.062500 Penalty: 4058.271973
	Iteration 2F: 3 clusters Score -411744.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -411913.656250 Penalty: 4058.271973
	Iteration 3F: 3 clusters Score -411913.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -412056.843750 Penalty: 4058.271973
	Iteration 4Q: 3 clusters Score -412056.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -412206.437500 Penalty: 4058.271973
	Iteration 5Q: 3 clusters Score -412206.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -412360.125000 Penalty: 4058.271973
	Iteration 6Q: 3 clusters Score -412360.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -412484.906250 Penalty: 4058.271973
	Iteration 7Q: 3 clusters Score -412484.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -412599.531250 Penalty: 4058.271973
	Iteration 8Q: 3 clusters Score -412599.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -412705.812500 Penalty: 4058.271973
	Iteration 9Q: 3 clusters Score -412705.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -412796.000000 Penalty: 4058.271973
	Iteration 10Q: 3 clusters Score -412796 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -412859.281250 Penalty: 4058.271973
	Iteration 11Q: 3 clusters Score -412859.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -412890.562500 Penalty: 4058.271973
	Iteration 12Q: 3 clusters Score -412890.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -412908.687500 Penalty: 4058.271973
	Iteration 13Q: 3 clusters Score -412908.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -412922.656250 Penalty: 4058.271973
	Iteration 14Q: 3 clusters Score -412922.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -412937.687500 Penalty: 4058.271973
	Iteration 15Q: 3 clusters Score -412937.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -412948.500000 Penalty: 4058.271973
	Iteration 16Q: 3 clusters Score -412948.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -412955.062500 Penalty: 4058.271973
	Iteration 17Q: 3 clusters Score -412955.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -412958.312500 Penalty: 4058.271973
	Iteration 18Q: 3 clusters Score -412958.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -412959.312500 Penalty: 4058.271973
	Iteration 19Q: 3 clusters Score -412959.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -412962.531250 Penalty: 4058.271973
	Iteration 20F: 3 clusters Score -412962.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -412964.125000 Penalty: 4058.271973
	Iteration 21Q: 3 clusters Score -412964.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -412965.437500 Penalty: 4058.271973
	Iteration 22Q: 3 clusters Score -412965.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -412965.218750 Penalty: 4058.271973
	Iteration 23Q: 3 clusters Score -412965.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -412965.812500 Penalty: 4058.271973
	Iteration 24Q: 3 clusters Score -412965.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -412966.656250 Penalty: 4058.271973
	Iteration 25Q: 3 clusters Score -412966.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -412967.125000 Penalty: 4058.271973
	Iteration 26Q: 3 clusters Score -412967.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -412967.593750 Penalty: 4058.271973
	Iteration 27Q: 3 clusters Score -412967.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -412968.875000 Penalty: 4058.271973
	Iteration 28Q: 3 clusters Score -412968.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -412969.125000 Penalty: 4058.271973
	Iteration 29Q: 3 clusters Score -412969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -412969.593750 Penalty: 4058.271973
	Iteration 30Q: 3 clusters Score -412969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -412969.468750 Penalty: 4058.271973
	Iteration 31Q: 3 clusters Score -412969.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -412969.468750 Penalty: 4058.271973
	Iteration 32F: 3 clusters Score -412969.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (228044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228044 members 
Entering Unmasked Estep 
Score: -27995566.000000 Penalty: 3059.648926
	Iteration 0F: 2 clusters Score -2.799557e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114210 members 
Mstep: Class 2 contains 113834 members 
Entering Unmasked Estep 
Score: -27848940.000000 Penalty: 6119.297852
	Iteration 0F: 3 clusters Score -2.784894e+07 nChanged 109673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116059 members 
Mstep: Class 2 contains 111985 members 
Entering Unmasked Estep 
Score: -27913342.000000 Penalty: 6119.297852
	Iteration 1F: 3 clusters Score -2.791334e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117299 members 
Mstep: Class 2 contains 110745 members 
Entering Unmasked Estep 
Score: -27915144.000000 Penalty: 6119.297852
	Iteration 2Q: 3 clusters Score -2.791514e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119098 members 
Mstep: Class 2 contains 108946 members 
Entering Unmasked Estep 
Score: -27917830.000000 Penalty: 6119.297852
	Iteration 3Q: 3 clusters Score -2.791783e+07 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121480 members 
Mstep: Class 2 contains 106564 members 
Entering Unmasked Estep 
Score: -27921506.000000 Penalty: 6119.297852
	Iteration 4Q: 3 clusters Score -2.792151e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124512 members 
Mstep: Class 2 contains 103532 members 
Entering Unmasked Estep 
Score: -27926978.000000 Penalty: 6119.297852
	Iteration 5Q: 3 clusters Score -2.792698e+07 nChanged 12542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128036 members 
Mstep: Class 2 contains 100008 members 
Entering Unmasked Estep 
Score: -27934322.000000 Penalty: 6119.297852
	Iteration 6F: 3 clusters Score -2.793432e+07 nChanged 14057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131727 members 
Mstep: Class 2 contains 96317 members 
Entering Unmasked Estep 
Score: -27943330.000000 Penalty: 6119.297852
	Iteration 7F: 3 clusters Score -2.794333e+07 nChanged 14389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134950 members 
Mstep: Class 2 contains 93094 members 
Entering Unmasked Estep 
Score: -27952724.000000 Penalty: 6119.297852
	Iteration 8F: 3 clusters Score -2.795272e+07 nChanged 13681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137393 members 
Mstep: Class 2 contains 90651 members 
Entering Unmasked Estep 
Score: -27961522.000000 Penalty: 6119.297852
	Iteration 9F: 3 clusters Score -2.796152e+07 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139054 members 
Mstep: Class 2 contains 88990 members 
Entering Unmasked Estep 
Score: -27966750.000000 Penalty: 6119.297852
	Iteration 10Q: 3 clusters Score -2.796675e+07 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140297 members 
Mstep: Class 2 contains 87747 members 
Entering Unmasked Estep 
Score: -27968806.000000 Penalty: 6119.297852
	Iteration 11Q: 3 clusters Score -2.796881e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141482 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -27970322.000000 Penalty: 6119.297852
	Iteration 12Q: 3 clusters Score -2.797032e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142673 members 
Mstep: Class 2 contains 85371 members 
Entering Unmasked Estep 
Score: -27970808.000000 Penalty: 6119.297852
	Iteration 13Q: 3 clusters Score -2.797081e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143936 members 
Mstep: Class 2 contains 84108 members 
Entering Unmasked Estep 
Score: -27971194.000000 Penalty: 6119.297852
	Iteration 14Q: 3 clusters Score -2.797119e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145165 members 
Mstep: Class 2 contains 82879 members 
Entering Unmasked Estep 
Score: -27971454.000000 Penalty: 6119.297852
	Iteration 15Q: 3 clusters Score -2.797145e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146473 members 
Mstep: Class 2 contains 81571 members 
Entering Unmasked Estep 
Score: -27971742.000000 Penalty: 6119.297852
	Iteration 16Q: 3 clusters Score -2.797174e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147844 members 
Mstep: Class 2 contains 80200 members 
Entering Unmasked Estep 
Score: -27972142.000000 Penalty: 6119.297852
	Iteration 17Q: 3 clusters Score -2.797214e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149373 members 
Mstep: Class 2 contains 78671 members 
Entering Unmasked Estep 
Score: -27972506.000000 Penalty: 6119.297852
	Iteration 18Q: 3 clusters Score -2.797251e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151071 members 
Mstep: Class 2 contains 76973 members 
Entering Unmasked Estep 
Score: -27972972.000000 Penalty: 6119.297852
	Iteration 19Q: 3 clusters Score -2.797297e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152828 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -27973334.000000 Penalty: 6119.297852
	Iteration 20F: 3 clusters Score -2.797333e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154688 members 
Mstep: Class 2 contains 73356 members 
Entering Unmasked Estep 
Score: -27973852.000000 Penalty: 6119.297852
	Iteration 21Q: 3 clusters Score -2.797385e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156697 members 
Mstep: Class 2 contains 71347 members 
Entering Unmasked Estep 
Score: -27974256.000000 Penalty: 6119.297852
	Iteration 22Q: 3 clusters Score -2.797426e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158815 members 
Mstep: Class 2 contains 69229 members 
Entering Unmasked Estep 
Score: -27974760.000000 Penalty: 6119.297852
	Iteration 23Q: 3 clusters Score -2.797476e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161104 members 
Mstep: Class 2 contains 66940 members 
Entering Unmasked Estep 
Score: -27975134.000000 Penalty: 6119.297852
	Iteration 24Q: 3 clusters Score -2.797513e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163544 members 
Mstep: Class 2 contains 64500 members 
Entering Unmasked Estep 
Score: -27975626.000000 Penalty: 6119.297852
	Iteration 25Q: 3 clusters Score -2.797563e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166114 members 
Mstep: Class 2 contains 61930 members 
Entering Unmasked Estep 
Score: -27976182.000000 Penalty: 6119.297852
	Iteration 26Q: 3 clusters Score -2.797618e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168855 members 
Mstep: Class 2 contains 59189 members 
Entering Unmasked Estep 
Score: -27976938.000000 Penalty: 6119.297852
	Iteration 27Q: 3 clusters Score -2.797694e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171588 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -27977716.000000 Penalty: 6119.297852
	Iteration 28Q: 3 clusters Score -2.797772e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174330 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -27978498.000000 Penalty: 6119.297852
	Iteration 29Q: 3 clusters Score -2.79785e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177014 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -27979422.000000 Penalty: 6119.297852
	Iteration 30Q: 3 clusters Score -2.797942e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179640 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -27980320.000000 Penalty: 6119.297852
	Iteration 31Q: 3 clusters Score -2.798032e+07 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182311 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -27981502.000000 Penalty: 6119.297852
	Iteration 32Q: 3 clusters Score -2.79815e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184832 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -27982612.000000 Penalty: 6119.297852
	Iteration 33Q: 3 clusters Score -2.798261e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187278 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -27983712.000000 Penalty: 6119.297852
	Iteration 34Q: 3 clusters Score -2.798371e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189547 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -27984598.000000 Penalty: 6119.297852
	Iteration 35Q: 3 clusters Score -2.79846e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191585 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -27985358.000000 Penalty: 6119.297852
	Iteration 36Q: 3 clusters Score -2.798536e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193506 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -27985962.000000 Penalty: 6119.297852
	Iteration 37Q: 3 clusters Score -2.798596e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195354 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -27986380.000000 Penalty: 6119.297852
	Iteration 38Q: 3 clusters Score -2.798638e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197020 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -27986900.000000 Penalty: 6119.297852
	Iteration 39Q: 3 clusters Score -2.79869e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198583 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -27987288.000000 Penalty: 6119.297852
	Iteration 40F: 3 clusters Score -2.798729e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200091 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -27987634.000000 Penalty: 6119.297852
	Iteration 41Q: 3 clusters Score -2.798763e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201516 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -27987814.000000 Penalty: 6119.297852
	Iteration 42Q: 3 clusters Score -2.798781e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202872 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -27988148.000000 Penalty: 6119.297852
	Iteration 43Q: 3 clusters Score -2.798815e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204121 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -27988354.000000 Penalty: 6119.297852
	Iteration 44Q: 3 clusters Score -2.798835e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205309 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -27988672.000000 Penalty: 6119.297852
	Iteration 45Q: 3 clusters Score -2.798867e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206461 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -27988862.000000 Penalty: 6119.297852
	Iteration 46Q: 3 clusters Score -2.798886e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207614 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -27989028.000000 Penalty: 6119.297852
	Iteration 47Q: 3 clusters Score -2.798903e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208750 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -27989306.000000 Penalty: 6119.297852
	Iteration 48Q: 3 clusters Score -2.798931e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209848 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -27989546.000000 Penalty: 6119.297852
	Iteration 49Q: 3 clusters Score -2.798955e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210983 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -27989792.000000 Penalty: 6119.297852
	Iteration 50Q: 3 clusters Score -2.798979e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212090 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -27989962.000000 Penalty: 6119.297852
	Iteration 51Q: 3 clusters Score -2.798996e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213166 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -27990308.000000 Penalty: 6119.297852
	Iteration 52Q: 3 clusters Score -2.799031e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214197 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -27990540.000000 Penalty: 6119.297852
	Iteration 53Q: 3 clusters Score -2.799054e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215180 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -27990808.000000 Penalty: 6119.297852
	Iteration 54Q: 3 clusters Score -2.799081e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216181 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -27991106.000000 Penalty: 6119.297852
	Iteration 55Q: 3 clusters Score -2.799111e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217113 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -27991502.000000 Penalty: 6119.297852
	Iteration 56Q: 3 clusters Score -2.79915e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217986 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -27991768.000000 Penalty: 6119.297852
	Iteration 57Q: 3 clusters Score -2.799177e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218795 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -27991990.000000 Penalty: 6119.297852
	Iteration 58Q: 3 clusters Score -2.799199e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219561 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -27992228.000000 Penalty: 6119.297852
	Iteration 59Q: 3 clusters Score -2.799223e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220246 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -27992488.000000 Penalty: 6119.297852
	Iteration 60F: 3 clusters Score -2.799249e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220882 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -27992562.000000 Penalty: 6119.297852
	Iteration 61Q: 3 clusters Score -2.799256e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221415 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -27992714.000000 Penalty: 6119.297852
	Iteration 62Q: 3 clusters Score -2.799271e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221872 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -27992850.000000 Penalty: 6119.297852
	Iteration 63Q: 3 clusters Score -2.799285e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222252 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -27993110.000000 Penalty: 6119.297852
	Iteration 64Q: 3 clusters Score -2.799311e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222570 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -27993220.000000 Penalty: 6119.297852
	Iteration 65Q: 3 clusters Score -2.799322e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222837 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -27993398.000000 Penalty: 6119.297852
	Iteration 66Q: 3 clusters Score -2.79934e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223042 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -27993556.000000 Penalty: 6119.297852
	Iteration 67Q: 3 clusters Score -2.799356e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223227 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -27993748.000000 Penalty: 6119.297852
	Iteration 68Q: 3 clusters Score -2.799375e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223353 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -27993916.000000 Penalty: 6119.297852
	Iteration 69Q: 3 clusters Score -2.799392e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223450 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -27994080.000000 Penalty: 6119.297852
	Iteration 70Q: 3 clusters Score -2.799408e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223509 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -27994230.000000 Penalty: 6119.297852
	Iteration 71Q: 3 clusters Score -2.799423e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223529 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -27994294.000000 Penalty: 6119.297852
	Iteration 72Q: 3 clusters Score -2.799429e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223543 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -27994440.000000 Penalty: 6119.297852
	Iteration 73Q: 3 clusters Score -2.799444e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223539 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -27994492.000000 Penalty: 6119.297852
	Iteration 74Q: 3 clusters Score -2.799449e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223531 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -27994546.000000 Penalty: 6119.297852
	Iteration 75Q: 3 clusters Score -2.799455e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223512 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -27994562.000000 Penalty: 6119.297852
	Iteration 76Q: 3 clusters Score -2.799456e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223510 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -27994572.000000 Penalty: 6119.297852
	Iteration 77Q: 3 clusters Score -2.799457e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223501 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -27994610.000000 Penalty: 6119.297852
	Iteration 78Q: 3 clusters Score -2.799461e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223483 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -27994658.000000 Penalty: 6119.297852
	Iteration 79Q: 3 clusters Score -2.799466e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223478 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -27994676.000000 Penalty: 6119.297852
	Iteration 80F: 3 clusters Score -2.799468e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223461 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -27994658.000000 Penalty: 6119.297852
	Iteration 81Q: 3 clusters Score -2.799466e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223442 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -27994650.000000 Penalty: 6119.297852
	Iteration 82Q: 3 clusters Score -2.799465e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223415 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -27994638.000000 Penalty: 6119.297852
	Iteration 83Q: 3 clusters Score -2.799464e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223397 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -27994650.000000 Penalty: 6119.297852
	Iteration 84Q: 3 clusters Score -2.799465e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223373 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -27994654.000000 Penalty: 6119.297852
	Iteration 85Q: 3 clusters Score -2.799465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223365 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -27994638.000000 Penalty: 6119.297852
	Iteration 86Q: 3 clusters Score -2.799464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223362 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -27994618.000000 Penalty: 6119.297852
	Iteration 87Q: 3 clusters Score -2.799462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223356 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -27994622.000000 Penalty: 6119.297852
	Iteration 88Q: 3 clusters Score -2.799462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223351 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -27994630.000000 Penalty: 6119.297852
	Iteration 89Q: 3 clusters Score -2.799463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223349 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -27994652.000000 Penalty: 6119.297852
	Iteration 90Q: 3 clusters Score -2.799465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223349 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -27994660.000000 Penalty: 6119.297852
	Iteration 91Q: 3 clusters Score -2.799466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223348 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -27994640.000000 Penalty: 6119.297852
	Iteration 92Q: 3 clusters Score -2.799464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223343 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -27994642.000000 Penalty: 6119.297852
	Iteration 93Q: 3 clusters Score -2.799464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223340 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -27994664.000000 Penalty: 6119.297852
	Iteration 94Q: 3 clusters Score -2.799466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223338 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -27994668.000000 Penalty: 6119.297852
	Iteration 95Q: 3 clusters Score -2.799467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223338 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -27994678.000000 Penalty: 6119.297852
	Iteration 96Q: 3 clusters Score -2.799468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223338 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -27994676.000000 Penalty: 6119.297852
	Iteration 97Q: 3 clusters Score -2.799468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223334 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -27994666.000000 Penalty: 6119.297852
	Iteration 98Q: 3 clusters Score -2.799467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223334 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -27994668.000000 Penalty: 6119.297852
	Iteration 99Q: 3 clusters Score -2.799467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223336 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -27994678.000000 Penalty: 6119.297852
	Iteration 100F: 3 clusters Score -2.799468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223342 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -27994670.000000 Penalty: 6119.297852
	Iteration 101Q: 3 clusters Score -2.799467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223344 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -27994666.000000 Penalty: 6119.297852
	Iteration 102Q: 3 clusters Score -2.799467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223344 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -27994678.000000 Penalty: 6119.297852
	Iteration 103Q: 3 clusters Score -2.799468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223345 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -27994676.000000 Penalty: 6119.297852
	Iteration 104Q: 3 clusters Score -2.799468e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223345 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -27994676.000000 Penalty: 6119.297852
	Iteration 105F: 3 clusters Score -2.799468e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Entering Unmasked Estep 
Score: -740358.187500 Penalty: 2169.027832
	Iteration 0F: 2 clusters Score -740358.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -735031.875000 Penalty: 4338.055664
	Iteration 0F: 3 clusters Score -735031.9 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -736289.437500 Penalty: 4338.055664
	Iteration 1F: 3 clusters Score -736289.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -736517.437500 Penalty: 4338.055664
	Iteration 2F: 3 clusters Score -736517.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -736649.812500 Penalty: 4338.055664
	Iteration 3Q: 3 clusters Score -736649.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -736745.312500 Penalty: 4338.055664
	Iteration 4Q: 3 clusters Score -736745.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -736807.187500 Penalty: 4338.055664
	Iteration 5Q: 3 clusters Score -736807.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -736860.187500 Penalty: 4338.055664
	Iteration 6Q: 3 clusters Score -736860.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -736901.125000 Penalty: 4338.055664
	Iteration 7Q: 3 clusters Score -736901.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -736941.000000 Penalty: 4338.055664
	Iteration 8Q: 3 clusters Score -736941 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -736985.000000 Penalty: 4338.055664
	Iteration 9Q: 3 clusters Score -736985 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -737026.375000 Penalty: 4338.055664
	Iteration 10Q: 3 clusters Score -737026.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -737059.812500 Penalty: 4338.055664
	Iteration 11Q: 3 clusters Score -737059.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -737087.687500 Penalty: 4338.055664
	Iteration 12Q: 3 clusters Score -737087.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -737113.000000 Penalty: 4338.055664
	Iteration 13Q: 3 clusters Score -737113 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -737139.812500 Penalty: 4338.055664
	Iteration 14Q: 3 clusters Score -737139.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -737169.750000 Penalty: 4338.055664
	Iteration 15Q: 3 clusters Score -737169.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -737198.500000 Penalty: 4338.055664
	Iteration 16Q: 3 clusters Score -737198.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -737230.750000 Penalty: 4338.055664
	Iteration 17Q: 3 clusters Score -737230.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -737267.812500 Penalty: 4338.055664
	Iteration 18Q: 3 clusters Score -737267.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -737295.937500 Penalty: 4338.055664
	Iteration 19Q: 3 clusters Score -737295.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -737318.250000 Penalty: 4338.055664
	Iteration 20F: 3 clusters Score -737318.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -737334.187500 Penalty: 4338.055664
	Iteration 21Q: 3 clusters Score -737334.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -737349.125000 Penalty: 4338.055664
	Iteration 22Q: 3 clusters Score -737349.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -737359.125000 Penalty: 4338.055664
	Iteration 23Q: 3 clusters Score -737359.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -737371.437500 Penalty: 4338.055664
	Iteration 24Q: 3 clusters Score -737371.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -737383.062500 Penalty: 4338.055664
	Iteration 25Q: 3 clusters Score -737383.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -737397.125000 Penalty: 4338.055664
	Iteration 26Q: 3 clusters Score -737397.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -737410.875000 Penalty: 4338.055664
	Iteration 27Q: 3 clusters Score -737410.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -737423.687500 Penalty: 4338.055664
	Iteration 28Q: 3 clusters Score -737423.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -737437.562500 Penalty: 4338.055664
	Iteration 29Q: 3 clusters Score -737437.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -737446.687500 Penalty: 4338.055664
	Iteration 30Q: 3 clusters Score -737446.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -737455.187500 Penalty: 4338.055664
	Iteration 31Q: 3 clusters Score -737455.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -737459.812500 Penalty: 4338.055664
	Iteration 32Q: 3 clusters Score -737459.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -737464.187500 Penalty: 4338.055664
	Iteration 33Q: 3 clusters Score -737464.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -737473.375000 Penalty: 4338.055664
	Iteration 34Q: 3 clusters Score -737473.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -737482.687500 Penalty: 4338.055664
	Iteration 35Q: 3 clusters Score -737482.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -737495.875000 Penalty: 4338.055664
	Iteration 36Q: 3 clusters Score -737495.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -737509.312500 Penalty: 4338.055664
	Iteration 37Q: 3 clusters Score -737509.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -737520.812500 Penalty: 4338.055664
	Iteration 38Q: 3 clusters Score -737520.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -737532.500000 Penalty: 4338.055664
	Iteration 39Q: 3 clusters Score -737532.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -737541.812500 Penalty: 4338.055664
	Iteration 40F: 3 clusters Score -737541.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -737556.062500 Penalty: 4338.055664
	Iteration 41Q: 3 clusters Score -737556.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -737567.812500 Penalty: 4338.055664
	Iteration 42Q: 3 clusters Score -737567.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -737582.250000 Penalty: 4338.055664
	Iteration 43Q: 3 clusters Score -737582.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -737592.250000 Penalty: 4338.055664
	Iteration 44Q: 3 clusters Score -737592.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -737607.687500 Penalty: 4338.055664
	Iteration 45Q: 3 clusters Score -737607.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -737630.687500 Penalty: 4338.055664
	Iteration 46Q: 3 clusters Score -737630.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -737656.625000 Penalty: 4338.055664
	Iteration 47Q: 3 clusters Score -737656.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -737682.562500 Penalty: 4338.055664
	Iteration 48Q: 3 clusters Score -737682.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -737714.000000 Penalty: 4338.055664
	Iteration 49Q: 3 clusters Score -737714 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -737753.312500 Penalty: 4338.055664
	Iteration 50Q: 3 clusters Score -737753.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -737801.250000 Penalty: 4338.055664
	Iteration 51Q: 3 clusters Score -737801.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -737855.812500 Penalty: 4338.055664
	Iteration 52Q: 3 clusters Score -737855.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -737911.750000 Penalty: 4338.055664
	Iteration 53Q: 3 clusters Score -737911.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -737965.750000 Penalty: 4338.055664
	Iteration 54Q: 3 clusters Score -737965.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -738006.937500 Penalty: 4338.055664
	Iteration 55Q: 3 clusters Score -738006.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -738047.562500 Penalty: 4338.055664
	Iteration 56Q: 3 clusters Score -738047.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -738094.312500 Penalty: 4338.055664
	Iteration 57Q: 3 clusters Score -738094.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -738125.375000 Penalty: 4338.055664
	Iteration 58Q: 3 clusters Score -738125.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -738147.250000 Penalty: 4338.055664
	Iteration 59Q: 3 clusters Score -738147.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -738167.625000 Penalty: 4338.055664
	Iteration 60F: 3 clusters Score -738167.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -738188.500000 Penalty: 4338.055664
	Iteration 61Q: 3 clusters Score -738188.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -738210.812500 Penalty: 4338.055664
	Iteration 62Q: 3 clusters Score -738210.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -738231.375000 Penalty: 4338.055664
	Iteration 63Q: 3 clusters Score -738231.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -738246.312500 Penalty: 4338.055664
	Iteration 64Q: 3 clusters Score -738246.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -738261.187500 Penalty: 4338.055664
	Iteration 65Q: 3 clusters Score -738261.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -738276.375000 Penalty: 4338.055664
	Iteration 66Q: 3 clusters Score -738276.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -738291.000000 Penalty: 4338.055664
	Iteration 67Q: 3 clusters Score -738291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -738306.812500 Penalty: 4338.055664
	Iteration 68Q: 3 clusters Score -738306.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -738326.312500 Penalty: 4338.055664
	Iteration 69Q: 3 clusters Score -738326.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -738345.000000 Penalty: 4338.055664
	Iteration 70Q: 3 clusters Score -738345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -738367.000000 Penalty: 4338.055664
	Iteration 71Q: 3 clusters Score -738367 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -738388.062500 Penalty: 4338.055664
	Iteration 72Q: 3 clusters Score -738388.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -738397.000000 Penalty: 4338.055664
	Iteration 73Q: 3 clusters Score -738397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -738403.937500 Penalty: 4338.055664
	Iteration 74Q: 3 clusters Score -738403.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -738406.375000 Penalty: 4338.055664
	Iteration 75Q: 3 clusters Score -738406.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -738408.937500 Penalty: 4338.055664
	Iteration 76Q: 3 clusters Score -738408.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -738414.562500 Penalty: 4338.055664
	Iteration 77Q: 3 clusters Score -738414.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -738417.125000 Penalty: 4338.055664
	Iteration 78Q: 3 clusters Score -738417.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -738419.250000 Penalty: 4338.055664
	Iteration 79Q: 3 clusters Score -738419.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -738419.875000 Penalty: 4338.055664
	Iteration 80F: 3 clusters Score -738419.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -738421.000000 Penalty: 4338.055664
	Iteration 81Q: 3 clusters Score -738421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -738424.812500 Penalty: 4338.055664
	Iteration 82Q: 3 clusters Score -738424.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -738427.750000 Penalty: 4338.055664
	Iteration 83Q: 3 clusters Score -738427.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -738430.125000 Penalty: 4338.055664
	Iteration 84Q: 3 clusters Score -738430.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -738432.562500 Penalty: 4338.055664
	Iteration 85Q: 3 clusters Score -738432.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -738434.875000 Penalty: 4338.055664
	Iteration 86Q: 3 clusters Score -738434.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -738433.937500 Penalty: 4338.055664
	Iteration 87Q: 3 clusters Score -738433.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -738437.375000 Penalty: 4338.055664
	Iteration 88Q: 3 clusters Score -738437.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -738439.187500 Penalty: 4338.055664
	Iteration 89Q: 3 clusters Score -738439.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -738441.562500 Penalty: 4338.055664
	Iteration 90Q: 3 clusters Score -738441.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -738442.750000 Penalty: 4338.055664
	Iteration 91Q: 3 clusters Score -738442.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -738442.187500 Penalty: 4338.055664
	Iteration 92Q: 3 clusters Score -738442.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -738442.187500 Penalty: 4338.055664
	Iteration 93F: 3 clusters Score -738442.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Entering Unmasked Estep 
Score: -3791198.000000 Penalty: 2569.921875
	Iteration 0F: 2 clusters Score -3791198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3769484.000000 Penalty: 5139.843750
	Iteration 0F: 3 clusters Score -3769484 nChanged 14380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -3777469.250000 Penalty: 5139.843750
	Iteration 1F: 3 clusters Score -3777469 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -3778255.000000 Penalty: 5139.843750
	Iteration 2F: 3 clusters Score -3778255 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -3779310.250000 Penalty: 5139.843750
	Iteration 3F: 3 clusters Score -3779310 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -3780645.000000 Penalty: 5139.843750
	Iteration 4F: 3 clusters Score -3780645 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -3782145.750000 Penalty: 5139.843750
	Iteration 5F: 3 clusters Score -3782146 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3783726.750000 Penalty: 5139.843750
	Iteration 6F: 3 clusters Score -3783727 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3785154.500000 Penalty: 5139.843750
	Iteration 7F: 3 clusters Score -3785154 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -3786358.000000 Penalty: 5139.843750
	Iteration 8Q: 3 clusters Score -3786358 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3787318.500000 Penalty: 5139.843750
	Iteration 9Q: 3 clusters Score -3787318 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -3788030.000000 Penalty: 5139.843750
	Iteration 10Q: 3 clusters Score -3788030 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3788427.250000 Penalty: 5139.843750
	Iteration 11Q: 3 clusters Score -3788427 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -3788689.250000 Penalty: 5139.843750
	Iteration 12Q: 3 clusters Score -3788689 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -3788803.250000 Penalty: 5139.843750
	Iteration 13Q: 3 clusters Score -3788803 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -3788883.250000 Penalty: 5139.843750
	Iteration 14Q: 3 clusters Score -3788883 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -3788958.750000 Penalty: 5139.843750
	Iteration 15Q: 3 clusters Score -3788959 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -3789039.000000 Penalty: 5139.843750
	Iteration 16Q: 3 clusters Score -3789039 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -3789106.000000 Penalty: 5139.843750
	Iteration 17Q: 3 clusters Score -3789106 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3789147.500000 Penalty: 5139.843750
	Iteration 18Q: 3 clusters Score -3789148 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -3789190.000000 Penalty: 5139.843750
	Iteration 19Q: 3 clusters Score -3789190 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3789211.500000 Penalty: 5139.843750
	Iteration 20F: 3 clusters Score -3789212 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -3789237.250000 Penalty: 5139.843750
	Iteration 21Q: 3 clusters Score -3789237 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -3789257.250000 Penalty: 5139.843750
	Iteration 22Q: 3 clusters Score -3789257 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -3789268.250000 Penalty: 5139.843750
	Iteration 23Q: 3 clusters Score -3789268 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -3789288.750000 Penalty: 5139.843750
	Iteration 24Q: 3 clusters Score -3789289 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -3789292.000000 Penalty: 5139.843750
	Iteration 25Q: 3 clusters Score -3789292 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -3789306.250000 Penalty: 5139.843750
	Iteration 26Q: 3 clusters Score -3789306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -3789316.250000 Penalty: 5139.843750
	Iteration 27Q: 3 clusters Score -3789316 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -3789327.000000 Penalty: 5139.843750
	Iteration 28Q: 3 clusters Score -3789327 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -3789337.750000 Penalty: 5139.843750
	Iteration 29Q: 3 clusters Score -3789338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -3789339.250000 Penalty: 5139.843750
	Iteration 30Q: 3 clusters Score -3789339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -3789350.000000 Penalty: 5139.843750
	Iteration 31Q: 3 clusters Score -3789350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -3789356.250000 Penalty: 5139.843750
	Iteration 32Q: 3 clusters Score -3789356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -3789350.000000 Penalty: 5139.843750
	Iteration 33Q: 3 clusters Score -3789350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3789356.000000 Penalty: 5139.843750
	Iteration 34Q: 3 clusters Score -3789356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -3789352.250000 Penalty: 5139.843750
	Iteration 35Q: 3 clusters Score -3789352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3789348.500000 Penalty: 5139.843750
	Iteration 36Q: 3 clusters Score -3789348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -3789356.000000 Penalty: 5139.843750
	Iteration 37Q: 3 clusters Score -3789356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -3789355.750000 Penalty: 5139.843750
	Iteration 38Q: 3 clusters Score -3789356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -3789355.750000 Penalty: 5139.843750
	Iteration 39F: 3 clusters Score -3789356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Entering Unmasked Estep 
Score: -1022005.375000 Penalty: 2258.475586
	Iteration 0F: 2 clusters Score -1022005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1014922.062500 Penalty: 4516.951172
	Iteration 0F: 3 clusters Score -1014922 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1017134.812500 Penalty: 4516.951172
	Iteration 1F: 3 clusters Score -1017135 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1017497.187500 Penalty: 4516.951172
	Iteration 2F: 3 clusters Score -1017497 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1017741.312500 Penalty: 4516.951172
	Iteration 3F: 3 clusters Score -1017741 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1017932.812500 Penalty: 4516.951172
	Iteration 4Q: 3 clusters Score -1017933 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1018104.062500 Penalty: 4516.951172
	Iteration 5Q: 3 clusters Score -1018104 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1018277.812500 Penalty: 4516.951172
	Iteration 6Q: 3 clusters Score -1018278 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1018425.750000 Penalty: 4516.951172
	Iteration 7Q: 3 clusters Score -1018426 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1018581.562500 Penalty: 4516.951172
	Iteration 8Q: 3 clusters Score -1018582 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1018759.812500 Penalty: 4516.951172
	Iteration 9Q: 3 clusters Score -1018760 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1018992.812500 Penalty: 4516.951172
	Iteration 10Q: 3 clusters Score -1018993 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1019304.750000 Penalty: 4516.951172
	Iteration 11Q: 3 clusters Score -1019305 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1019733.875000 Penalty: 4516.951172
	Iteration 12Q: 3 clusters Score -1019734 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1020269.062500 Penalty: 4516.951172
	Iteration 13Q: 3 clusters Score -1020269 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1020727.187500 Penalty: 4516.951172
	Iteration 14Q: 3 clusters Score -1020727 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1021015.000000 Penalty: 4516.951172
	Iteration 15Q: 3 clusters Score -1021015 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1021185.375000 Penalty: 4516.951172
	Iteration 16Q: 3 clusters Score -1021185 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1021304.062500 Penalty: 4516.951172
	Iteration 17Q: 3 clusters Score -1021304 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1021415.625000 Penalty: 4516.951172
	Iteration 18Q: 3 clusters Score -1021416 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1021495.125000 Penalty: 4516.951172
	Iteration 19Q: 3 clusters Score -1021495 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1021545.875000 Penalty: 4516.951172
	Iteration 20F: 3 clusters Score -1021546 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1021587.250000 Penalty: 4516.951172
	Iteration 21Q: 3 clusters Score -1021587 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1021617.875000 Penalty: 4516.951172
	Iteration 22Q: 3 clusters Score -1021618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1021642.437500 Penalty: 4516.951172
	Iteration 23Q: 3 clusters Score -1021642 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1021666.562500 Penalty: 4516.951172
	Iteration 24Q: 3 clusters Score -1021667 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1021688.125000 Penalty: 4516.951172
	Iteration 25Q: 3 clusters Score -1021688 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1021705.312500 Penalty: 4516.951172
	Iteration 26Q: 3 clusters Score -1021705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1021714.937500 Penalty: 4516.951172
	Iteration 27Q: 3 clusters Score -1021715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1021727.812500 Penalty: 4516.951172
	Iteration 28Q: 3 clusters Score -1021728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1021738.375000 Penalty: 4516.951172
	Iteration 29Q: 3 clusters Score -1021738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1021741.500000 Penalty: 4516.951172
	Iteration 30Q: 3 clusters Score -1021742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1021745.375000 Penalty: 4516.951172
	Iteration 31Q: 3 clusters Score -1021745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1021750.625000 Penalty: 4516.951172
	Iteration 32Q: 3 clusters Score -1021751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1021750.187500 Penalty: 4516.951172
	Iteration 33Q: 3 clusters Score -1021750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1021754.437500 Penalty: 4516.951172
	Iteration 34Q: 3 clusters Score -1021754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1021758.875000 Penalty: 4516.951172
	Iteration 35Q: 3 clusters Score -1021759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1021761.937500 Penalty: 4516.951172
	Iteration 36Q: 3 clusters Score -1021762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1021765.687500 Penalty: 4516.951172
	Iteration 37Q: 3 clusters Score -1021766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1021765.750000 Penalty: 4516.951172
	Iteration 38Q: 3 clusters Score -1021766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1021763.937500 Penalty: 4516.951172
	Iteration 39Q: 3 clusters Score -1021764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1021766.625000 Penalty: 4516.951172
	Iteration 40F: 3 clusters Score -1021767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1021772.875000 Penalty: 4516.951172
	Iteration 41Q: 3 clusters Score -1021773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1021774.000000 Penalty: 4516.951172
	Iteration 42Q: 3 clusters Score -1021774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1021778.187500 Penalty: 4516.951172
	Iteration 43Q: 3 clusters Score -1021778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1021777.875000 Penalty: 4516.951172
	Iteration 44Q: 3 clusters Score -1021778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1021779.375000 Penalty: 4516.951172
	Iteration 45Q: 3 clusters Score -1021779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1021780.562500 Penalty: 4516.951172
	Iteration 46Q: 3 clusters Score -1021781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1021782.875000 Penalty: 4516.951172
	Iteration 47Q: 3 clusters Score -1021783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1021782.125000 Penalty: 4516.951172
	Iteration 48Q: 3 clusters Score -1021782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1021780.687500 Penalty: 4516.951172
	Iteration 49Q: 3 clusters Score -1021781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1021782.500000 Penalty: 4516.951172
	Iteration 50Q: 3 clusters Score -1021782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1021782.312500 Penalty: 4516.951172
	Iteration 51Q: 3 clusters Score -1021782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1021784.812500 Penalty: 4516.951172
	Iteration 52Q: 3 clusters Score -1021785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1021782.875000 Penalty: 4516.951172
	Iteration 53Q: 3 clusters Score -1021783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1021785.625000 Penalty: 4516.951172
	Iteration 54Q: 3 clusters Score -1021786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1021783.937500 Penalty: 4516.951172
	Iteration 55Q: 3 clusters Score -1021784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1021784.687500 Penalty: 4516.951172
	Iteration 56Q: 3 clusters Score -1021785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1021785.437500 Penalty: 4516.951172
	Iteration 57Q: 3 clusters Score -1021785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1021785.500000 Penalty: 4516.951172
	Iteration 58Q: 3 clusters Score -1021786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1021786.500000 Penalty: 4516.951172
	Iteration 59Q: 3 clusters Score -1021786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1021784.437500 Penalty: 4516.951172
	Iteration 60F: 3 clusters Score -1021784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1021789.875000 Penalty: 4516.951172
	Iteration 61Q: 3 clusters Score -1021790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1021787.437500 Penalty: 4516.951172
	Iteration 62Q: 3 clusters Score -1021787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1021793.000000 Penalty: 4516.951172
	Iteration 63Q: 3 clusters Score -1021793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1021796.875000 Penalty: 4516.951172
	Iteration 64Q: 3 clusters Score -1021797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1021802.687500 Penalty: 4516.951172
	Iteration 65Q: 3 clusters Score -1021803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1021804.687500 Penalty: 4516.951172
	Iteration 66Q: 3 clusters Score -1021805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1021809.250000 Penalty: 4516.951172
	Iteration 67Q: 3 clusters Score -1021809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1021818.250000 Penalty: 4516.951172
	Iteration 68Q: 3 clusters Score -1021818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1021821.375000 Penalty: 4516.951172
	Iteration 69Q: 3 clusters Score -1021821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1021823.812500 Penalty: 4516.951172
	Iteration 70Q: 3 clusters Score -1021824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1021825.187500 Penalty: 4516.951172
	Iteration 71Q: 3 clusters Score -1021825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1021825.500000 Penalty: 4516.951172
	Iteration 72Q: 3 clusters Score -1021826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1021828.437500 Penalty: 4516.951172
	Iteration 73Q: 3 clusters Score -1021828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1021830.250000 Penalty: 4516.951172
	Iteration 74Q: 3 clusters Score -1021830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1021831.187500 Penalty: 4516.951172
	Iteration 75Q: 3 clusters Score -1021831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1021834.312500 Penalty: 4516.951172
	Iteration 76Q: 3 clusters Score -1021834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1021837.562500 Penalty: 4516.951172
	Iteration 77Q: 3 clusters Score -1021838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1021838.687500 Penalty: 4516.951172
	Iteration 78Q: 3 clusters Score -1021839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1021839.937500 Penalty: 4516.951172
	Iteration 79Q: 3 clusters Score -1021840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1021838.687500 Penalty: 4516.951172
	Iteration 80F: 3 clusters Score -1021839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1021838.625000 Penalty: 4516.951172
	Iteration 81Q: 3 clusters Score -1021839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1021839.000000 Penalty: 4516.951172
	Iteration 82Q: 3 clusters Score -1021839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1021839.062500 Penalty: 4516.951172
	Iteration 83Q: 3 clusters Score -1021839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1021838.562500 Penalty: 4516.951172
	Iteration 84Q: 3 clusters Score -1021839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1021840.437500 Penalty: 4516.951172
	Iteration 85Q: 3 clusters Score -1021840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1021839.562500 Penalty: 4516.951172
	Iteration 86Q: 3 clusters Score -1021840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1021839.812500 Penalty: 4516.951172
	Iteration 87Q: 3 clusters Score -1021840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1021840.750000 Penalty: 4516.951172
	Iteration 88Q: 3 clusters Score -1021841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1021840.750000 Penalty: 4516.951172
	Iteration 89F: 3 clusters Score -1021841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Entering Unmasked Estep 
Score: -768798.375000 Penalty: 2176.106201
	Iteration 0F: 2 clusters Score -768798.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -763337.500000 Penalty: 4352.212402
	Iteration 0F: 3 clusters Score -763337.5 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -764826.437500 Penalty: 4352.212402
	Iteration 1F: 3 clusters Score -764826.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -765138.375000 Penalty: 4352.212402
	Iteration 2F: 3 clusters Score -765138.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -765412.312500 Penalty: 4352.212402
	Iteration 3F: 3 clusters Score -765412.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -765679.937500 Penalty: 4352.212402
	Iteration 4F: 3 clusters Score -765679.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -765948.875000 Penalty: 4352.212402
	Iteration 5F: 3 clusters Score -765948.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -766224.687500 Penalty: 4352.212402
	Iteration 6F: 3 clusters Score -766224.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -766497.312500 Penalty: 4352.212402
	Iteration 7F: 3 clusters Score -766497.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -766748.562500 Penalty: 4352.212402
	Iteration 8Q: 3 clusters Score -766748.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -766972.937500 Penalty: 4352.212402
	Iteration 9Q: 3 clusters Score -766972.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -767118.937500 Penalty: 4352.212402
	Iteration 10Q: 3 clusters Score -767118.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -767230.000000 Penalty: 4352.212402
	Iteration 11Q: 3 clusters Score -767230 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -767292.875000 Penalty: 4352.212402
	Iteration 12Q: 3 clusters Score -767292.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -767326.875000 Penalty: 4352.212402
	Iteration 13Q: 3 clusters Score -767326.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -767352.875000 Penalty: 4352.212402
	Iteration 14Q: 3 clusters Score -767352.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -767370.937500 Penalty: 4352.212402
	Iteration 15Q: 3 clusters Score -767370.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -767382.750000 Penalty: 4352.212402
	Iteration 16Q: 3 clusters Score -767382.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -767398.250000 Penalty: 4352.212402
	Iteration 17Q: 3 clusters Score -767398.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -767415.312500 Penalty: 4352.212402
	Iteration 18Q: 3 clusters Score -767415.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -767427.875000 Penalty: 4352.212402
	Iteration 19Q: 3 clusters Score -767427.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -767439.625000 Penalty: 4352.212402
	Iteration 20F: 3 clusters Score -767439.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -767447.687500 Penalty: 4352.212402
	Iteration 21Q: 3 clusters Score -767447.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -767454.125000 Penalty: 4352.212402
	Iteration 22Q: 3 clusters Score -767454.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -767463.250000 Penalty: 4352.212402
	Iteration 23Q: 3 clusters Score -767463.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -767474.000000 Penalty: 4352.212402
	Iteration 24Q: 3 clusters Score -767474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -767482.625000 Penalty: 4352.212402
	Iteration 25Q: 3 clusters Score -767482.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -767493.750000 Penalty: 4352.212402
	Iteration 26Q: 3 clusters Score -767493.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -767498.750000 Penalty: 4352.212402
	Iteration 27Q: 3 clusters Score -767498.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -767503.937500 Penalty: 4352.212402
	Iteration 28Q: 3 clusters Score -767503.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -767507.437500 Penalty: 4352.212402
	Iteration 29Q: 3 clusters Score -767507.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -767508.625000 Penalty: 4352.212402
	Iteration 30Q: 3 clusters Score -767508.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -767512.750000 Penalty: 4352.212402
	Iteration 31Q: 3 clusters Score -767512.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -767514.562500 Penalty: 4352.212402
	Iteration 32Q: 3 clusters Score -767514.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -767513.500000 Penalty: 4352.212402
	Iteration 33Q: 3 clusters Score -767513.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -767514.687500 Penalty: 4352.212402
	Iteration 34Q: 3 clusters Score -767514.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -767514.687500 Penalty: 4352.212402
	Iteration 35F: 3 clusters Score -767514.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Entering Unmasked Estep 
Score: -130191.906250 Penalty: 1774.344604
	Iteration 0F: 2 clusters Score -130191.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -128100.601562 Penalty: 3548.689209
	Iteration 0F: 3 clusters Score -128100.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -128753.062500 Penalty: 3548.689209
	Iteration 1F: 3 clusters Score -128753.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -129294.445312 Penalty: 3548.689209
	Iteration 2F: 3 clusters Score -129294.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -129750.757812 Penalty: 3548.689209
	Iteration 3F: 3 clusters Score -129750.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -130012.906250 Penalty: 3548.689209
	Iteration 4F: 3 clusters Score -130012.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -130323.523438 Penalty: 3548.689209
	Iteration 5Q: 3 clusters Score -130323.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -130781.773438 Penalty: 3548.689209
	Iteration 6Q: 3 clusters Score -130781.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -131060.687500 Penalty: 3548.689209
	Iteration 7Q: 3 clusters Score -131060.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -131112.296875 Penalty: 3548.689209
	Iteration 8Q: 3 clusters Score -131112.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -131208.078125 Penalty: 3548.689209
	Iteration 9Q: 3 clusters Score -131208.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -131367.562500 Penalty: 3548.689209
	Iteration 10Q: 3 clusters Score -131367.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -131498.500000 Penalty: 3548.689209
	Iteration 11Q: 3 clusters Score -131498.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -131523.265625 Penalty: 3548.689209
	Iteration 12Q: 3 clusters Score -131523.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -131548.312500 Penalty: 3548.689209
	Iteration 13Q: 3 clusters Score -131548.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -131567.968750 Penalty: 3548.689209
	Iteration 14Q: 3 clusters Score -131568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -131592.156250 Penalty: 3548.689209
	Iteration 15Q: 3 clusters Score -131592.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -131656.328125 Penalty: 3548.689209
	Iteration 16Q: 3 clusters Score -131656.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -131751.031250 Penalty: 3548.689209
	Iteration 17Q: 3 clusters Score -131751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -131956.328125 Penalty: 3548.689209
	Iteration 18Q: 3 clusters Score -131956.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -132429.265625 Penalty: 3548.689209
	Iteration 19Q: 3 clusters Score -132429.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -132429.265625 Penalty: 3548.689209
	Iteration 20F: 3 clusters Score -132429.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 794 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 53107 members 
Mstep: Class 6 contains 67403 members 
Mstep: Class 7 contains 39802 members 
Mstep: Class 8 contains 3576 members 
Mstep: Class 9 contains 228044 members 
Mstep: Class 10 contains 6286 members 
Mstep: Class 11 contains 31653 members 
Mstep: Class 12 contains 9016 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 55872 members 
Mstep: Class 16 contains 57134 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 74601 members 
Mstep: Class 19 contains 4549 members 
Mstep: Class 20 contains 3675 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 61936 members 
Mstep: Class 23 contains 3683 members 
Mstep: Class 24 contains 272273 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 26001 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 8505 members 
Mstep: Class 30 contains 6147 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 196689 members 
Mstep: Class 33 contains 748 members 
Mstep: Class 34 contains 887 members 
Entering Unmasked Estep 
Score: -148038272.000000 Penalty: 118343.976562
Splitting cluster 14 changes total score from -148037920.000000 to -148038272.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 15 (55872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55872 members 
Entering Unmasked Estep 
Score: -6709257.000000 Penalty: 2710.843018
	Iteration 0F: 2 clusters Score -6709257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -6671750.000000 Penalty: 5421.686035
	Iteration 0F: 3 clusters Score -6671750 nChanged 25851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -6686136.500000 Penalty: 5421.686035
	Iteration 1F: 3 clusters Score -6686136 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -6687072.000000 Penalty: 5421.686035
	Iteration 2Q: 3 clusters Score -6687072 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -6688569.000000 Penalty: 5421.686035
	Iteration 3F: 3 clusters Score -6688569 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -6690944.000000 Penalty: 5421.686035
	Iteration 4F: 3 clusters Score -6690944 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -6694609.000000 Penalty: 5421.686035
	Iteration 5F: 3 clusters Score -6694609 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -6699154.500000 Penalty: 5421.686035
	Iteration 6F: 3 clusters Score -6699154 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -6702955.000000 Penalty: 5421.686035
	Iteration 7F: 3 clusters Score -6702955 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 53761 members 
Entering Unmasked Estep 
Score: -6705117.000000 Penalty: 5421.686035
	Iteration 8Q: 3 clusters Score -6705117 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -6706038.000000 Penalty: 5421.686035
	Iteration 9Q: 3 clusters Score -6706038 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -6706446.000000 Penalty: 5421.686035
	Iteration 10Q: 3 clusters Score -6706446 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 55400 members 
Entering Unmasked Estep 
Score: -6706636.500000 Penalty: 5421.686035
	Iteration 11Q: 3 clusters Score -6706636 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 55488 members 
Entering Unmasked Estep 
Score: -6706744.000000 Penalty: 5421.686035
	Iteration 12Q: 3 clusters Score -6706744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -6706793.500000 Penalty: 5421.686035
	Iteration 13Q: 3 clusters Score -6706794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -6706833.000000 Penalty: 5421.686035
	Iteration 14Q: 3 clusters Score -6706833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -6706842.000000 Penalty: 5421.686035
	Iteration 15Q: 3 clusters Score -6706842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 55569 members 
Entering Unmasked Estep 
Score: -6706858.000000 Penalty: 5421.686035
	Iteration 16Q: 3 clusters Score -6706858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 55573 members 
Entering Unmasked Estep 
Score: -6706883.500000 Penalty: 5421.686035
	Iteration 17Q: 3 clusters Score -6706884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -6706890.500000 Penalty: 5421.686035
	Iteration 18Q: 3 clusters Score -6706890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -6706898.500000 Penalty: 5421.686035
	Iteration 19Q: 3 clusters Score -6706898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 55580 members 
Entering Unmasked Estep 
Score: -6706908.500000 Penalty: 5421.686035
	Iteration 20F: 3 clusters Score -6706908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -6706906.500000 Penalty: 5421.686035
	Iteration 21Q: 3 clusters Score -6706906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -6706906.500000 Penalty: 5421.686035
	Iteration 22F: 3 clusters Score -6706906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57134 members 
Entering Unmasked Estep 
Score: -7018275.500000 Penalty: 2716.382324
	Iteration 0F: 2 clusters Score -7018276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -6979832.500000 Penalty: 5432.764648
	Iteration 0F: 3 clusters Score -6979832 nChanged 26614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -6994497.500000 Penalty: 5432.764648
	Iteration 1F: 3 clusters Score -6994498 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -6995059.000000 Penalty: 5432.764648
	Iteration 2Q: 3 clusters Score -6995059 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -6995625.500000 Penalty: 5432.764648
	Iteration 3Q: 3 clusters Score -6995626 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -6996445.500000 Penalty: 5432.764648
	Iteration 4Q: 3 clusters Score -6996446 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -6997678.500000 Penalty: 5432.764648
	Iteration 5Q: 3 clusters Score -6997678 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -6999757.500000 Penalty: 5432.764648
	Iteration 6F: 3 clusters Score -6999758 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -7002619.000000 Penalty: 5432.764648
	Iteration 7F: 3 clusters Score -7002619 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -7005893.000000 Penalty: 5432.764648
	Iteration 8F: 3 clusters Score -7005893 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -7008830.500000 Penalty: 5432.764648
	Iteration 9F: 3 clusters Score -7008830 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -7011004.500000 Penalty: 5432.764648
	Iteration 10Q: 3 clusters Score -7011004 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -7012395.500000 Penalty: 5432.764648
	Iteration 11Q: 3 clusters Score -7012396 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -7013310.000000 Penalty: 5432.764648
	Iteration 12Q: 3 clusters Score -7013310 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -7013877.000000 Penalty: 5432.764648
	Iteration 13Q: 3 clusters Score -7013877 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -7014313.000000 Penalty: 5432.764648
	Iteration 14Q: 3 clusters Score -7014313 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -7014644.500000 Penalty: 5432.764648
	Iteration 15Q: 3 clusters Score -7014644 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -7014887.000000 Penalty: 5432.764648
	Iteration 16Q: 3 clusters Score -7014887 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -7015111.000000 Penalty: 5432.764648
	Iteration 17Q: 3 clusters Score -7015111 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -7015241.000000 Penalty: 5432.764648
	Iteration 18Q: 3 clusters Score -7015241 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -7015341.500000 Penalty: 5432.764648
	Iteration 19Q: 3 clusters Score -7015342 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 53812 members 
Entering Unmasked Estep 
Score: -7015445.000000 Penalty: 5432.764648
	Iteration 20F: 3 clusters Score -7015445 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -7015500.500000 Penalty: 5432.764648
	Iteration 21Q: 3 clusters Score -7015500 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 54118 members 
Entering Unmasked Estep 
Score: -7015563.000000 Penalty: 5432.764648
	Iteration 22Q: 3 clusters Score -7015563 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -7015620.000000 Penalty: 5432.764648
	Iteration 23Q: 3 clusters Score -7015620 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
Score: -7015660.000000 Penalty: 5432.764648
	Iteration 24Q: 3 clusters Score -7015660 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -7015692.000000 Penalty: 5432.764648
	Iteration 25Q: 3 clusters Score -7015692 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -7015716.500000 Penalty: 5432.764648
	Iteration 26Q: 3 clusters Score -7015716 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -7015752.500000 Penalty: 5432.764648
	Iteration 27Q: 3 clusters Score -7015752 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -7015746.500000 Penalty: 5432.764648
	Iteration 28Q: 3 clusters Score -7015746 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -7015769.000000 Penalty: 5432.764648
	Iteration 29Q: 3 clusters Score -7015769 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 54809 members 
Entering Unmasked Estep 
Score: -7015789.500000 Penalty: 5432.764648
	Iteration 30Q: 3 clusters Score -7015790 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -7015827.000000 Penalty: 5432.764648
	Iteration 31Q: 3 clusters Score -7015827 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 54915 members 
Entering Unmasked Estep 
Score: -7015846.000000 Penalty: 5432.764648
	Iteration 32Q: 3 clusters Score -7015846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 54971 members 
Entering Unmasked Estep 
Score: -7015859.000000 Penalty: 5432.764648
	Iteration 33Q: 3 clusters Score -7015859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -7015867.000000 Penalty: 5432.764648
	Iteration 34Q: 3 clusters Score -7015867 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -7015864.500000 Penalty: 5432.764648
	Iteration 35Q: 3 clusters Score -7015864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -7015870.500000 Penalty: 5432.764648
	Iteration 36Q: 3 clusters Score -7015870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 55136 members 
Entering Unmasked Estep 
Score: -7015886.000000 Penalty: 5432.764648
	Iteration 37Q: 3 clusters Score -7015886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -7015894.000000 Penalty: 5432.764648
	Iteration 38Q: 3 clusters Score -7015894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 55192 members 
Entering Unmasked Estep 
Score: -7015905.500000 Penalty: 5432.764648
	Iteration 39Q: 3 clusters Score -7015906 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -7015909.500000 Penalty: 5432.764648
	Iteration 40F: 3 clusters Score -7015910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -7015912.000000 Penalty: 5432.764648
	Iteration 41Q: 3 clusters Score -7015912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -7015922.500000 Penalty: 5432.764648
	Iteration 42Q: 3 clusters Score -7015922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 55302 members 
Entering Unmasked Estep 
Score: -7015936.500000 Penalty: 5432.764648
	Iteration 43Q: 3 clusters Score -7015936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -7015947.000000 Penalty: 5432.764648
	Iteration 44Q: 3 clusters Score -7015947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -7015947.500000 Penalty: 5432.764648
	Iteration 45Q: 3 clusters Score -7015948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 55354 members 
Entering Unmasked Estep 
Score: -7015944.000000 Penalty: 5432.764648
	Iteration 46Q: 3 clusters Score -7015944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -7015947.000000 Penalty: 5432.764648
	Iteration 47Q: 3 clusters Score -7015947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
Score: -7015954.500000 Penalty: 5432.764648
	Iteration 48Q: 3 clusters Score -7015954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 55384 members 
Entering Unmasked Estep 
Score: -7015956.500000 Penalty: 5432.764648
	Iteration 49Q: 3 clusters Score -7015956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -7015957.500000 Penalty: 5432.764648
	Iteration 50Q: 3 clusters Score -7015958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
Score: -7015962.000000 Penalty: 5432.764648
	Iteration 51Q: 3 clusters Score -7015962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -7015966.500000 Penalty: 5432.764648
	Iteration 52Q: 3 clusters Score -7015966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -7015961.000000 Penalty: 5432.764648
	Iteration 53Q: 3 clusters Score -7015961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -7015965.500000 Penalty: 5432.764648
	Iteration 54Q: 3 clusters Score -7015966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -7015971.000000 Penalty: 5432.764648
	Iteration 55Q: 3 clusters Score -7015971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -7015967.000000 Penalty: 5432.764648
	Iteration 56Q: 3 clusters Score -7015967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -7015968.000000 Penalty: 5432.764648
	Iteration 57Q: 3 clusters Score -7015968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -7015969.500000 Penalty: 5432.764648
	Iteration 58Q: 3 clusters Score -7015970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -7015971.000000 Penalty: 5432.764648
	Iteration 59Q: 3 clusters Score -7015971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -7015978.000000 Penalty: 5432.764648
	Iteration 60F: 3 clusters Score -7015978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -7015983.500000 Penalty: 5432.764648
	Iteration 61Q: 3 clusters Score -7015984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -7015985.000000 Penalty: 5432.764648
	Iteration 62Q: 3 clusters Score -7015985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -7015979.000000 Penalty: 5432.764648
	Iteration 63Q: 3 clusters Score -7015979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -7015986.500000 Penalty: 5432.764648
	Iteration 64Q: 3 clusters Score -7015986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -7015986.000000 Penalty: 5432.764648
	Iteration 65Q: 3 clusters Score -7015986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -7015987.000000 Penalty: 5432.764648
	Iteration 66Q: 3 clusters Score -7015987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -7015987.500000 Penalty: 5432.764648
	Iteration 67Q: 3 clusters Score -7015988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -7015996.500000 Penalty: 5432.764648
	Iteration 68Q: 3 clusters Score -7015996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -7016001.000000 Penalty: 5432.764648
	Iteration 69Q: 3 clusters Score -7016001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -7015999.000000 Penalty: 5432.764648
	Iteration 70Q: 3 clusters Score -7015999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 55569 members 
Entering Unmasked Estep 
Score: -7016008.500000 Penalty: 5432.764648
	Iteration 71Q: 3 clusters Score -7016008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -7016015.500000 Penalty: 5432.764648
	Iteration 72Q: 3 clusters Score -7016016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -7016031.000000 Penalty: 5432.764648
	Iteration 73Q: 3 clusters Score -7016031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -7016027.500000 Penalty: 5432.764648
	Iteration 74Q: 3 clusters Score -7016028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 55606 members 
Entering Unmasked Estep 
Score: -7016032.000000 Penalty: 5432.764648
	Iteration 75Q: 3 clusters Score -7016032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -7016032.000000 Penalty: 5432.764648
	Iteration 76Q: 3 clusters Score -7016032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -7016037.000000 Penalty: 5432.764648
	Iteration 77Q: 3 clusters Score -7016037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -7016040.500000 Penalty: 5432.764648
	Iteration 78Q: 3 clusters Score -7016040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -7016041.500000 Penalty: 5432.764648
	Iteration 79Q: 3 clusters Score -7016042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
Score: -7016041.500000 Penalty: 5432.764648
	Iteration 80F: 3 clusters Score -7016042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 55628 members 
Entering Unmasked Estep 
Score: -7016037.500000 Penalty: 5432.764648
	Iteration 81Q: 3 clusters Score -7016038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -7016042.500000 Penalty: 5432.764648
	Iteration 82Q: 3 clusters Score -7016042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -7016034.500000 Penalty: 5432.764648
	Iteration 83Q: 3 clusters Score -7016034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 55644 members 
Entering Unmasked Estep 
Score: -7016030.000000 Penalty: 5432.764648
	Iteration 84Q: 3 clusters Score -7016030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 55647 members 
Entering Unmasked Estep 
Score: -7016027.500000 Penalty: 5432.764648
	Iteration 85Q: 3 clusters Score -7016028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 55653 members 
Entering Unmasked Estep 
Score: -7016029.500000 Penalty: 5432.764648
	Iteration 86Q: 3 clusters Score -7016030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 55659 members 
Entering Unmasked Estep 
Score: -7016029.000000 Penalty: 5432.764648
	Iteration 87Q: 3 clusters Score -7016029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -7016028.500000 Penalty: 5432.764648
	Iteration 88Q: 3 clusters Score -7016028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -7016037.000000 Penalty: 5432.764648
	Iteration 89Q: 3 clusters Score -7016037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -7016030.500000 Penalty: 5432.764648
	Iteration 90Q: 3 clusters Score -7016030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -7016031.500000 Penalty: 5432.764648
	Iteration 91Q: 3 clusters Score -7016032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -7016031.500000 Penalty: 5432.764648
	Iteration 92Q: 3 clusters Score -7016032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 55685 members 
Entering Unmasked Estep 
Score: -7016042.500000 Penalty: 5432.764648
	Iteration 93Q: 3 clusters Score -7016042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -7016044.000000 Penalty: 5432.764648
	Iteration 94Q: 3 clusters Score -7016044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -7016050.500000 Penalty: 5432.764648
	Iteration 95Q: 3 clusters Score -7016050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 55696 members 
Entering Unmasked Estep 
Score: -7016048.500000 Penalty: 5432.764648
	Iteration 96Q: 3 clusters Score -7016048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -7016045.500000 Penalty: 5432.764648
	Iteration 97Q: 3 clusters Score -7016046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -7016050.500000 Penalty: 5432.764648
	Iteration 98Q: 3 clusters Score -7016050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -7016047.500000 Penalty: 5432.764648
	Iteration 99Q: 3 clusters Score -7016048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -7016046.500000 Penalty: 5432.764648
	Iteration 100F: 3 clusters Score -7016046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -7016049.500000 Penalty: 5432.764648
	Iteration 101Q: 3 clusters Score -7016050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -7016051.500000 Penalty: 5432.764648
	Iteration 102Q: 3 clusters Score -7016052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -7016054.500000 Penalty: 5432.764648
	Iteration 103Q: 3 clusters Score -7016054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -7016051.500000 Penalty: 5432.764648
	Iteration 104Q: 3 clusters Score -7016052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -7016051.500000 Penalty: 5432.764648
	Iteration 105F: 3 clusters Score -7016052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -237102.265625 Penalty: 1877.214111
	Iteration 0F: 2 clusters Score -237102.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -234508.703125 Penalty: 3754.428223
	Iteration 0F: 3 clusters Score -234508.7 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -234935.625000 Penalty: 3754.428223
	Iteration 1F: 3 clusters Score -234935.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -235036.156250 Penalty: 3754.428223
	Iteration 2F: 3 clusters Score -235036.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -235129.406250 Penalty: 3754.428223
	Iteration 3Q: 3 clusters Score -235129.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -235239.234375 Penalty: 3754.428223
	Iteration 4Q: 3 clusters Score -235239.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -235396.859375 Penalty: 3754.428223
	Iteration 5Q: 3 clusters Score -235396.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -235694.562500 Penalty: 3754.428223
	Iteration 6F: 3 clusters Score -235694.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -236017.671875 Penalty: 3754.428223
	Iteration 7F: 3 clusters Score -236017.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -236247.671875 Penalty: 3754.428223
	Iteration 8F: 3 clusters Score -236247.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -236418.875000 Penalty: 3754.428223
	Iteration 9F: 3 clusters Score -236418.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -236520.328125 Penalty: 3754.428223
	Iteration 10Q: 3 clusters Score -236520.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -236587.234375 Penalty: 3754.428223
	Iteration 11Q: 3 clusters Score -236587.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -236634.890625 Penalty: 3754.428223
	Iteration 12Q: 3 clusters Score -236634.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -236667.468750 Penalty: 3754.428223
	Iteration 13Q: 3 clusters Score -236667.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -236703.031250 Penalty: 3754.428223
	Iteration 14Q: 3 clusters Score -236703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -236735.890625 Penalty: 3754.428223
	Iteration 15Q: 3 clusters Score -236735.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -236758.312500 Penalty: 3754.428223
	Iteration 16Q: 3 clusters Score -236758.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -236771.718750 Penalty: 3754.428223
	Iteration 17Q: 3 clusters Score -236771.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -236787.421875 Penalty: 3754.428223
	Iteration 18Q: 3 clusters Score -236787.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -236822.265625 Penalty: 3754.428223
	Iteration 19Q: 3 clusters Score -236822.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -236870.062500 Penalty: 3754.428223
	Iteration 20F: 3 clusters Score -236870.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -236912.875000 Penalty: 3754.428223
	Iteration 21Q: 3 clusters Score -236912.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -236947.625000 Penalty: 3754.428223
	Iteration 22Q: 3 clusters Score -236947.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -236959.328125 Penalty: 3754.428223
	Iteration 23Q: 3 clusters Score -236959.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -236964.343750 Penalty: 3754.428223
	Iteration 24Q: 3 clusters Score -236964.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -236964.343750 Penalty: 3754.428223
	Iteration 25F: 3 clusters Score -236964.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (74601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74601 members 
Entering Unmasked Estep 
Score: -9073190.000000 Penalty: 2782.537598
	Iteration 0F: 2 clusters Score -9073190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -9023007.000000 Penalty: 5565.075195
	Iteration 0F: 3 clusters Score -9023007 nChanged 35059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -9042888.000000 Penalty: 5565.075195
	Iteration 1F: 3 clusters Score -9042888 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -9043580.000000 Penalty: 5565.075195
	Iteration 2Q: 3 clusters Score -9043580 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -9044340.000000 Penalty: 5565.075195
	Iteration 3Q: 3 clusters Score -9044340 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -9045141.000000 Penalty: 5565.075195
	Iteration 4Q: 3 clusters Score -9045141 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -9046091.000000 Penalty: 5565.075195
	Iteration 5Q: 3 clusters Score -9046091 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -9047429.000000 Penalty: 5565.075195
	Iteration 6Q: 3 clusters Score -9047429 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -9049344.000000 Penalty: 5565.075195
	Iteration 7Q: 3 clusters Score -9049344 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -9051966.000000 Penalty: 5565.075195
	Iteration 8F: 3 clusters Score -9051966 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -9055441.000000 Penalty: 5565.075195
	Iteration 9F: 3 clusters Score -9055441 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -9059141.000000 Penalty: 5565.075195
	Iteration 10F: 3 clusters Score -9059141 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -9061496.000000 Penalty: 5565.075195
	Iteration 11F: 3 clusters Score -9061496 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -9062562.000000 Penalty: 5565.075195
	Iteration 12Q: 3 clusters Score -9062562 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -9063087.000000 Penalty: 5565.075195
	Iteration 13Q: 3 clusters Score -9063087 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -9063440.000000 Penalty: 5565.075195
	Iteration 14Q: 3 clusters Score -9063440 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -9063699.000000 Penalty: 5565.075195
	Iteration 15Q: 3 clusters Score -9063699 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -9063937.000000 Penalty: 5565.075195
	Iteration 16Q: 3 clusters Score -9063937 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -9064130.000000 Penalty: 5565.075195
	Iteration 17Q: 3 clusters Score -9064130 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -9064329.000000 Penalty: 5565.075195
	Iteration 18Q: 3 clusters Score -9064329 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -9064475.000000 Penalty: 5565.075195
	Iteration 19Q: 3 clusters Score -9064475 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -9064612.000000 Penalty: 5565.075195
	Iteration 20F: 3 clusters Score -9064612 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -9064661.000000 Penalty: 5565.075195
	Iteration 21Q: 3 clusters Score -9064661 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -9064775.000000 Penalty: 5565.075195
	Iteration 22Q: 3 clusters Score -9064775 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -9064825.000000 Penalty: 5565.075195
	Iteration 23Q: 3 clusters Score -9064825 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -9064884.000000 Penalty: 5565.075195
	Iteration 24Q: 3 clusters Score -9064884 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -9064986.000000 Penalty: 5565.075195
	Iteration 25Q: 3 clusters Score -9064986 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -9065067.000000 Penalty: 5565.075195
	Iteration 26Q: 3 clusters Score -9065067 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -9065085.000000 Penalty: 5565.075195
	Iteration 27Q: 3 clusters Score -9065085 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -9065107.000000 Penalty: 5565.075195
	Iteration 28Q: 3 clusters Score -9065107 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -9065144.000000 Penalty: 5565.075195
	Iteration 29Q: 3 clusters Score -9065144 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -9065192.000000 Penalty: 5565.075195
	Iteration 30Q: 3 clusters Score -9065192 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -9065258.000000 Penalty: 5565.075195
	Iteration 31Q: 3 clusters Score -9065258 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -9065293.000000 Penalty: 5565.075195
	Iteration 32Q: 3 clusters Score -9065293 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -9065331.000000 Penalty: 5565.075195
	Iteration 33Q: 3 clusters Score -9065331 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -9065336.000000 Penalty: 5565.075195
	Iteration 34Q: 3 clusters Score -9065336 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 47849 members 
Entering Unmasked Estep 
Score: -9065367.000000 Penalty: 5565.075195
	Iteration 35Q: 3 clusters Score -9065367 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -9065402.000000 Penalty: 5565.075195
	Iteration 36Q: 3 clusters Score -9065402 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -9065402.000000 Penalty: 5565.075195
	Iteration 37Q: 3 clusters Score -9065402 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -9065461.000000 Penalty: 5565.075195
	Iteration 38Q: 3 clusters Score -9065461 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -9065463.000000 Penalty: 5565.075195
	Iteration 39Q: 3 clusters Score -9065463 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -9065459.000000 Penalty: 5565.075195
	Iteration 40F: 3 clusters Score -9065459 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -9065494.000000 Penalty: 5565.075195
	Iteration 41Q: 3 clusters Score -9065494 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -9065524.000000 Penalty: 5565.075195
	Iteration 42Q: 3 clusters Score -9065524 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 49825 members 
Entering Unmasked Estep 
Score: -9065539.000000 Penalty: 5565.075195
	Iteration 43Q: 3 clusters Score -9065539 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -9065540.000000 Penalty: 5565.075195
	Iteration 44Q: 3 clusters Score -9065540 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -9065547.000000 Penalty: 5565.075195
	Iteration 45Q: 3 clusters Score -9065547 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -9065594.000000 Penalty: 5565.075195
	Iteration 46Q: 3 clusters Score -9065594 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -9065638.000000 Penalty: 5565.075195
	Iteration 47Q: 3 clusters Score -9065638 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -9065669.000000 Penalty: 5565.075195
	Iteration 48Q: 3 clusters Score -9065669 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 51406 members 
Entering Unmasked Estep 
Score: -9065699.000000 Penalty: 5565.075195
	Iteration 49Q: 3 clusters Score -9065699 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -9065714.000000 Penalty: 5565.075195
	Iteration 50Q: 3 clusters Score -9065714 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -9065722.000000 Penalty: 5565.075195
	Iteration 51Q: 3 clusters Score -9065722 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -9065746.000000 Penalty: 5565.075195
	Iteration 52Q: 3 clusters Score -9065746 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -9065788.000000 Penalty: 5565.075195
	Iteration 53Q: 3 clusters Score -9065788 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -9065819.000000 Penalty: 5565.075195
	Iteration 54Q: 3 clusters Score -9065819 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -9065852.000000 Penalty: 5565.075195
	Iteration 55Q: 3 clusters Score -9065852 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -9065920.000000 Penalty: 5565.075195
	Iteration 56Q: 3 clusters Score -9065920 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -9065962.000000 Penalty: 5565.075195
	Iteration 57Q: 3 clusters Score -9065962 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -9066024.000000 Penalty: 5565.075195
	Iteration 58Q: 3 clusters Score -9066024 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -9066079.000000 Penalty: 5565.075195
	Iteration 59Q: 3 clusters Score -9066079 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -9066123.000000 Penalty: 5565.075195
	Iteration 60F: 3 clusters Score -9066123 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -9066191.000000 Penalty: 5565.075195
	Iteration 61Q: 3 clusters Score -9066191 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -9066245.000000 Penalty: 5565.075195
	Iteration 62Q: 3 clusters Score -9066245 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 56616 members 
Entering Unmasked Estep 
Score: -9066309.000000 Penalty: 5565.075195
	Iteration 63Q: 3 clusters Score -9066309 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 57084 members 
Entering Unmasked Estep 
Score: -9066360.000000 Penalty: 5565.075195
	Iteration 64Q: 3 clusters Score -9066360 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 57587 members 
Entering Unmasked Estep 
Score: -9066489.000000 Penalty: 5565.075195
	Iteration 65Q: 3 clusters Score -9066489 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -9066585.000000 Penalty: 5565.075195
	Iteration 66Q: 3 clusters Score -9066585 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 58655 members 
Entering Unmasked Estep 
Score: -9066698.000000 Penalty: 5565.075195
	Iteration 67Q: 3 clusters Score -9066698 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 59209 members 
Entering Unmasked Estep 
Score: -9066798.000000 Penalty: 5565.075195
	Iteration 68Q: 3 clusters Score -9066798 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -9067004.000000 Penalty: 5565.075195
	Iteration 69Q: 3 clusters Score -9067004 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 60414 members 
Entering Unmasked Estep 
Score: -9067175.000000 Penalty: 5565.075195
	Iteration 70Q: 3 clusters Score -9067175 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -9067303.000000 Penalty: 5565.075195
	Iteration 71Q: 3 clusters Score -9067303 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -9067397.000000 Penalty: 5565.075195
	Iteration 72Q: 3 clusters Score -9067397 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 62227 members 
Entering Unmasked Estep 
Score: -9067528.000000 Penalty: 5565.075195
	Iteration 73Q: 3 clusters Score -9067528 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 62829 members 
Entering Unmasked Estep 
Score: -9067667.000000 Penalty: 5565.075195
	Iteration 74Q: 3 clusters Score -9067667 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 63435 members 
Entering Unmasked Estep 
Score: -9067821.000000 Penalty: 5565.075195
	Iteration 75Q: 3 clusters Score -9067821 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 64043 members 
Entering Unmasked Estep 
Score: -9067954.000000 Penalty: 5565.075195
	Iteration 76Q: 3 clusters Score -9067954 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
Score: -9068080.000000 Penalty: 5565.075195
	Iteration 77Q: 3 clusters Score -9068080 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -9068207.000000 Penalty: 5565.075195
	Iteration 78Q: 3 clusters Score -9068207 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 65680 members 
Entering Unmasked Estep 
Score: -9068345.000000 Penalty: 5565.075195
	Iteration 79Q: 3 clusters Score -9068345 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 66199 members 
Entering Unmasked Estep 
Score: -9068510.000000 Penalty: 5565.075195
	Iteration 80F: 3 clusters Score -9068510 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -9068670.000000 Penalty: 5565.075195
	Iteration 81Q: 3 clusters Score -9068670 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -9068839.000000 Penalty: 5565.075195
	Iteration 82Q: 3 clusters Score -9068839 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -9068963.000000 Penalty: 5565.075195
	Iteration 83Q: 3 clusters Score -9068963 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -9069105.000000 Penalty: 5565.075195
	Iteration 84Q: 3 clusters Score -9069105 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 68648 members 
Entering Unmasked Estep 
Score: -9069215.000000 Penalty: 5565.075195
	Iteration 85Q: 3 clusters Score -9069215 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 69076 members 
Entering Unmasked Estep 
Score: -9069373.000000 Penalty: 5565.075195
	Iteration 86Q: 3 clusters Score -9069373 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -9069471.000000 Penalty: 5565.075195
	Iteration 87Q: 3 clusters Score -9069471 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 69826 members 
Entering Unmasked Estep 
Score: -9069583.000000 Penalty: 5565.075195
	Iteration 88Q: 3 clusters Score -9069583 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 70177 members 
Entering Unmasked Estep 
Score: -9069704.000000 Penalty: 5565.075195
	Iteration 89Q: 3 clusters Score -9069704 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 70515 members 
Entering Unmasked Estep 
Score: -9069849.000000 Penalty: 5565.075195
	Iteration 90Q: 3 clusters Score -9069849 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 70834 members 
Entering Unmasked Estep 
Score: -9069975.000000 Penalty: 5565.075195
	Iteration 91Q: 3 clusters Score -9069975 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 71128 members 
Entering Unmasked Estep 
Score: -9070078.000000 Penalty: 5565.075195
	Iteration 92Q: 3 clusters Score -9070078 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 71406 members 
Entering Unmasked Estep 
Score: -9070220.000000 Penalty: 5565.075195
	Iteration 93Q: 3 clusters Score -9070220 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 71672 members 
Entering Unmasked Estep 
Score: -9070346.000000 Penalty: 5565.075195
	Iteration 94Q: 3 clusters Score -9070346 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 71897 members 
Entering Unmasked Estep 
Score: -9070438.000000 Penalty: 5565.075195
	Iteration 95Q: 3 clusters Score -9070438 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 72097 members 
Entering Unmasked Estep 
Score: -9070516.000000 Penalty: 5565.075195
	Iteration 96Q: 3 clusters Score -9070516 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 72273 members 
Entering Unmasked Estep 
Score: -9070571.000000 Penalty: 5565.075195
	Iteration 97Q: 3 clusters Score -9070571 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 72435 members 
Entering Unmasked Estep 
Score: -9070653.000000 Penalty: 5565.075195
	Iteration 98Q: 3 clusters Score -9070653 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -9070724.000000 Penalty: 5565.075195
	Iteration 99Q: 3 clusters Score -9070724 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 72667 members 
Entering Unmasked Estep 
Score: -9070761.000000 Penalty: 5565.075195
	Iteration 100F: 3 clusters Score -9070761 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 72746 members 
Entering Unmasked Estep 
Score: -9070789.000000 Penalty: 5565.075195
	Iteration 101Q: 3 clusters Score -9070789 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 72826 members 
Entering Unmasked Estep 
Score: -9070822.000000 Penalty: 5565.075195
	Iteration 102Q: 3 clusters Score -9070822 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 72891 members 
Entering Unmasked Estep 
Score: -9070849.000000 Penalty: 5565.075195
	Iteration 103Q: 3 clusters Score -9070849 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 72955 members 
Entering Unmasked Estep 
Score: -9070870.000000 Penalty: 5565.075195
	Iteration 104Q: 3 clusters Score -9070870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 72997 members 
Entering Unmasked Estep 
Score: -9070897.000000 Penalty: 5565.075195
	Iteration 105Q: 3 clusters Score -9070897 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 73042 members 
Entering Unmasked Estep 
Score: -9070915.000000 Penalty: 5565.075195
	Iteration 106Q: 3 clusters Score -9070915 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 73077 members 
Entering Unmasked Estep 
Score: -9070943.000000 Penalty: 5565.075195
	Iteration 107Q: 3 clusters Score -9070943 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 73110 members 
Entering Unmasked Estep 
Score: -9070960.000000 Penalty: 5565.075195
	Iteration 108Q: 3 clusters Score -9070960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -9070991.000000 Penalty: 5565.075195
	Iteration 109Q: 3 clusters Score -9070991 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 73178 members 
Entering Unmasked Estep 
Score: -9071005.000000 Penalty: 5565.075195
	Iteration 110Q: 3 clusters Score -9071005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 73205 members 
Entering Unmasked Estep 
Score: -9071005.000000 Penalty: 5565.075195
	Iteration 111Q: 3 clusters Score -9071005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 73231 members 
Entering Unmasked Estep 
Score: -9071028.000000 Penalty: 5565.075195
	Iteration 112Q: 3 clusters Score -9071028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 73258 members 
Entering Unmasked Estep 
Score: -9071048.000000 Penalty: 5565.075195
	Iteration 113Q: 3 clusters Score -9071048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 73273 members 
Entering Unmasked Estep 
Score: -9071059.000000 Penalty: 5565.075195
	Iteration 114Q: 3 clusters Score -9071059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 73287 members 
Entering Unmasked Estep 
Score: -9071061.000000 Penalty: 5565.075195
	Iteration 115Q: 3 clusters Score -9071061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 73306 members 
Entering Unmasked Estep 
Score: -9071067.000000 Penalty: 5565.075195
	Iteration 116Q: 3 clusters Score -9071067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 73319 members 
Entering Unmasked Estep 
Score: -9071078.000000 Penalty: 5565.075195
	Iteration 117Q: 3 clusters Score -9071078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
Score: -9071084.000000 Penalty: 5565.075195
	Iteration 118Q: 3 clusters Score -9071084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 73335 members 
Entering Unmasked Estep 
Score: -9071088.000000 Penalty: 5565.075195
	Iteration 119Q: 3 clusters Score -9071088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 73340 members 
Entering Unmasked Estep 
Score: -9071088.000000 Penalty: 5565.075195
	Iteration 120F: 3 clusters Score -9071088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 73343 members 
Entering Unmasked Estep 
Score: -9071076.000000 Penalty: 5565.075195
	Iteration 121Q: 3 clusters Score -9071076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 73348 members 
Entering Unmasked Estep 
Score: -9071091.000000 Penalty: 5565.075195
	Iteration 122Q: 3 clusters Score -9071091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 73352 members 
Entering Unmasked Estep 
Score: -9071083.000000 Penalty: 5565.075195
	Iteration 123Q: 3 clusters Score -9071083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -9071089.000000 Penalty: 5565.075195
	Iteration 124Q: 3 clusters Score -9071089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 73362 members 
Entering Unmasked Estep 
Score: -9071096.000000 Penalty: 5565.075195
	Iteration 125Q: 3 clusters Score -9071096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 73366 members 
Entering Unmasked Estep 
Score: -9071095.000000 Penalty: 5565.075195
	Iteration 126Q: 3 clusters Score -9071095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 73369 members 
Entering Unmasked Estep 
Score: -9071097.000000 Penalty: 5565.075195
	Iteration 127Q: 3 clusters Score -9071097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 73377 members 
Entering Unmasked Estep 
Score: -9071110.000000 Penalty: 5565.075195
	Iteration 128Q: 3 clusters Score -9071110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 73380 members 
Entering Unmasked Estep 
Score: -9071108.000000 Penalty: 5565.075195
	Iteration 129Q: 3 clusters Score -9071108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 73381 members 
Entering Unmasked Estep 
Score: -9071109.000000 Penalty: 5565.075195
	Iteration 130Q: 3 clusters Score -9071109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 73384 members 
Entering Unmasked Estep 
Score: -9071114.000000 Penalty: 5565.075195
	Iteration 131Q: 3 clusters Score -9071114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -9071118.000000 Penalty: 5565.075195
	Iteration 132Q: 3 clusters Score -9071118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 73385 members 
Entering Unmasked Estep 
Score: -9071118.000000 Penalty: 5565.075195
	Iteration 133F: 3 clusters Score -9071118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Entering Unmasked Estep 
Score: -534096.562500 Penalty: 2088.820312
	Iteration 0F: 2 clusters Score -534096.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -529862.125000 Penalty: 4177.640625
	Iteration 0F: 3 clusters Score -529862.1 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -530914.125000 Penalty: 4177.640625
	Iteration 1F: 3 clusters Score -530914.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -531128.437500 Penalty: 4177.640625
	Iteration 2F: 3 clusters Score -531128.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -531294.750000 Penalty: 4177.640625
	Iteration 3F: 3 clusters Score -531294.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -531455.687500 Penalty: 4177.640625
	Iteration 4Q: 3 clusters Score -531455.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -531591.562500 Penalty: 4177.640625
	Iteration 5Q: 3 clusters Score -531591.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -531745.187500 Penalty: 4177.640625
	Iteration 6Q: 3 clusters Score -531745.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -531892.062500 Penalty: 4177.640625
	Iteration 7Q: 3 clusters Score -531892.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -532033.500000 Penalty: 4177.640625
	Iteration 8Q: 3 clusters Score -532033.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -532172.125000 Penalty: 4177.640625
	Iteration 9Q: 3 clusters Score -532172.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -532353.500000 Penalty: 4177.640625
	Iteration 10Q: 3 clusters Score -532353.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -532520.687500 Penalty: 4177.640625
	Iteration 11Q: 3 clusters Score -532520.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -532649.250000 Penalty: 4177.640625
	Iteration 12Q: 3 clusters Score -532649.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -532743.625000 Penalty: 4177.640625
	Iteration 13Q: 3 clusters Score -532743.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -532799.375000 Penalty: 4177.640625
	Iteration 14Q: 3 clusters Score -532799.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -532821.812500 Penalty: 4177.640625
	Iteration 15Q: 3 clusters Score -532821.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -532840.937500 Penalty: 4177.640625
	Iteration 16Q: 3 clusters Score -532840.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -532856.937500 Penalty: 4177.640625
	Iteration 17Q: 3 clusters Score -532856.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -532869.250000 Penalty: 4177.640625
	Iteration 18Q: 3 clusters Score -532869.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -532877.750000 Penalty: 4177.640625
	Iteration 19Q: 3 clusters Score -532877.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -532886.375000 Penalty: 4177.640625
	Iteration 20F: 3 clusters Score -532886.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -532893.812500 Penalty: 4177.640625
	Iteration 21Q: 3 clusters Score -532893.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -532897.937500 Penalty: 4177.640625
	Iteration 22Q: 3 clusters Score -532897.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -532902.562500 Penalty: 4177.640625
	Iteration 23Q: 3 clusters Score -532902.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -532901.937500 Penalty: 4177.640625
	Iteration 24Q: 3 clusters Score -532901.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -532904.000000 Penalty: 4177.640625
	Iteration 25Q: 3 clusters Score -532904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -532904.250000 Penalty: 4177.640625
	Iteration 26Q: 3 clusters Score -532904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -532903.500000 Penalty: 4177.640625
	Iteration 27Q: 3 clusters Score -532903.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -532903.500000 Penalty: 4177.640625
	Iteration 28F: 3 clusters Score -532903.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Entering Unmasked Estep 
Score: -428908.593750 Penalty: 2035.908569
	Iteration 0F: 2 clusters Score -428908.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -425269.156250 Penalty: 4071.817139
	Iteration 0F: 3 clusters Score -425269.2 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -426068.812500 Penalty: 4071.817139
	Iteration 1F: 3 clusters Score -426068.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -426299.000000 Penalty: 4071.817139
	Iteration 2F: 3 clusters Score -426299 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -426488.718750 Penalty: 4071.817139
	Iteration 3F: 3 clusters Score -426488.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -426686.125000 Penalty: 4071.817139
	Iteration 4F: 3 clusters Score -426686.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -426884.312500 Penalty: 4071.817139
	Iteration 5F: 3 clusters Score -426884.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -427127.875000 Penalty: 4071.817139
	Iteration 6F: 3 clusters Score -427127.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -427388.531250 Penalty: 4071.817139
	Iteration 7F: 3 clusters Score -427388.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -427594.500000 Penalty: 4071.817139
	Iteration 8F: 3 clusters Score -427594.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -427733.687500 Penalty: 4071.817139
	Iteration 9Q: 3 clusters Score -427733.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -427842.718750 Penalty: 4071.817139
	Iteration 10Q: 3 clusters Score -427842.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -427927.593750 Penalty: 4071.817139
	Iteration 11Q: 3 clusters Score -427927.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -427990.468750 Penalty: 4071.817139
	Iteration 12Q: 3 clusters Score -427990.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -428041.906250 Penalty: 4071.817139
	Iteration 13Q: 3 clusters Score -428041.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -428080.187500 Penalty: 4071.817139
	Iteration 14Q: 3 clusters Score -428080.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -428119.187500 Penalty: 4071.817139
	Iteration 15Q: 3 clusters Score -428119.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -428160.750000 Penalty: 4071.817139
	Iteration 16Q: 3 clusters Score -428160.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -428213.656250 Penalty: 4071.817139
	Iteration 17Q: 3 clusters Score -428213.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -428292.656250 Penalty: 4071.817139
	Iteration 18Q: 3 clusters Score -428292.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -428372.593750 Penalty: 4071.817139
	Iteration 19Q: 3 clusters Score -428372.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -428442.281250 Penalty: 4071.817139
	Iteration 20F: 3 clusters Score -428442.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -428509.375000 Penalty: 4071.817139
	Iteration 21Q: 3 clusters Score -428509.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -428570.500000 Penalty: 4071.817139
	Iteration 22Q: 3 clusters Score -428570.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -428625.250000 Penalty: 4071.817139
	Iteration 23Q: 3 clusters Score -428625.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -428665.187500 Penalty: 4071.817139
	Iteration 24Q: 3 clusters Score -428665.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -428716.781250 Penalty: 4071.817139
	Iteration 25Q: 3 clusters Score -428716.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -428789.062500 Penalty: 4071.817139
	Iteration 26Q: 3 clusters Score -428789.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -428838.718750 Penalty: 4071.817139
	Iteration 27Q: 3 clusters Score -428838.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -428859.500000 Penalty: 4071.817139
	Iteration 28Q: 3 clusters Score -428859.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -428866.500000 Penalty: 4071.817139
	Iteration 29Q: 3 clusters Score -428866.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -428867.187500 Penalty: 4071.817139
	Iteration 30Q: 3 clusters Score -428867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -428867.781250 Penalty: 4071.817139
	Iteration 31Q: 3 clusters Score -428867.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -428867.781250 Penalty: 4071.817139
	Iteration 32F: 3 clusters Score -428867.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Entering Unmasked Estep 
Score: -158048.031250 Penalty: 1782.163818
	Iteration 0F: 2 clusters Score -158048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -155896.125000 Penalty: 3564.327637
	Iteration 0F: 3 clusters Score -155896.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -156214.687500 Penalty: 3564.327637
	Iteration 1F: 3 clusters Score -156214.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -156306.046875 Penalty: 3564.327637
	Iteration 2F: 3 clusters Score -156306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -156361.015625 Penalty: 3564.327637
	Iteration 3Q: 3 clusters Score -156361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -156395.203125 Penalty: 3564.327637
	Iteration 4Q: 3 clusters Score -156395.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -156412.984375 Penalty: 3564.327637
	Iteration 5Q: 3 clusters Score -156413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -156424.046875 Penalty: 3564.327637
	Iteration 6Q: 3 clusters Score -156424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -156432.406250 Penalty: 3564.327637
	Iteration 7Q: 3 clusters Score -156432.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -156443.671875 Penalty: 3564.327637
	Iteration 8Q: 3 clusters Score -156443.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -156459.609375 Penalty: 3564.327637
	Iteration 9Q: 3 clusters Score -156459.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -156468.312500 Penalty: 3564.327637
	Iteration 10Q: 3 clusters Score -156468.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -156473.296875 Penalty: 3564.327637
	Iteration 11Q: 3 clusters Score -156473.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -156479.890625 Penalty: 3564.327637
	Iteration 12Q: 3 clusters Score -156479.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -156485.750000 Penalty: 3564.327637
	Iteration 13Q: 3 clusters Score -156485.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -156490.546875 Penalty: 3564.327637
	Iteration 14Q: 3 clusters Score -156490.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -156496.375000 Penalty: 3564.327637
	Iteration 15Q: 3 clusters Score -156496.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -156498.093750 Penalty: 3564.327637
	Iteration 16Q: 3 clusters Score -156498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -156498.343750 Penalty: 3564.327637
	Iteration 17Q: 3 clusters Score -156498.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -156498.343750 Penalty: 3564.327637
	Iteration 18F: 3 clusters Score -156498.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (61936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61936 members 
Entering Unmasked Estep 
Score: -7611216.000000 Penalty: 2736.396729
	Iteration 0F: 2 clusters Score -7611216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -7569866.500000 Penalty: 5472.793457
	Iteration 0F: 3 clusters Score -7569866 nChanged 28878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -7585882.500000 Penalty: 5472.793457
	Iteration 1F: 3 clusters Score -7585882 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -7586485.000000 Penalty: 5472.793457
	Iteration 2Q: 3 clusters Score -7586485 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -7587078.500000 Penalty: 5472.793457
	Iteration 3Q: 3 clusters Score -7587078 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -7587695.500000 Penalty: 5472.793457
	Iteration 4Q: 3 clusters Score -7587696 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -7588435.000000 Penalty: 5472.793457
	Iteration 5Q: 3 clusters Score -7588435 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -7589255.500000 Penalty: 5472.793457
	Iteration 6Q: 3 clusters Score -7589256 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -7590302.000000 Penalty: 5472.793457
	Iteration 7Q: 3 clusters Score -7590302 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -7591634.000000 Penalty: 5472.793457
	Iteration 8Q: 3 clusters Score -7591634 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -7593269.500000 Penalty: 5472.793457
	Iteration 9F: 3 clusters Score -7593270 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -7595212.500000 Penalty: 5472.793457
	Iteration 10F: 3 clusters Score -7595212 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -7596962.000000 Penalty: 5472.793457
	Iteration 11F: 3 clusters Score -7596962 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -7598605.500000 Penalty: 5472.793457
	Iteration 12Q: 3 clusters Score -7598606 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -7599977.000000 Penalty: 5472.793457
	Iteration 13Q: 3 clusters Score -7599977 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -7601047.500000 Penalty: 5472.793457
	Iteration 14Q: 3 clusters Score -7601048 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -7601804.500000 Penalty: 5472.793457
	Iteration 15Q: 3 clusters Score -7601804 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -7602281.500000 Penalty: 5472.793457
	Iteration 16Q: 3 clusters Score -7602282 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -7602735.500000 Penalty: 5472.793457
	Iteration 17Q: 3 clusters Score -7602736 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -7603098.500000 Penalty: 5472.793457
	Iteration 18Q: 3 clusters Score -7603098 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -7603581.500000 Penalty: 5472.793457
	Iteration 19Q: 3 clusters Score -7603582 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -7604028.000000 Penalty: 5472.793457
	Iteration 20F: 3 clusters Score -7604028 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -7604477.000000 Penalty: 5472.793457
	Iteration 21Q: 3 clusters Score -7604477 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -7604943.000000 Penalty: 5472.793457
	Iteration 22Q: 3 clusters Score -7604943 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -7605347.500000 Penalty: 5472.793457
	Iteration 23Q: 3 clusters Score -7605348 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -7605852.000000 Penalty: 5472.793457
	Iteration 24Q: 3 clusters Score -7605852 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -7606426.500000 Penalty: 5472.793457
	Iteration 25Q: 3 clusters Score -7606426 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -7606932.000000 Penalty: 5472.793457
	Iteration 26Q: 3 clusters Score -7606932 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -7607413.000000 Penalty: 5472.793457
	Iteration 27Q: 3 clusters Score -7607413 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -7607765.500000 Penalty: 5472.793457
	Iteration 28Q: 3 clusters Score -7607766 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52622 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -7608020.500000 Penalty: 5472.793457
	Iteration 29Q: 3 clusters Score -7608020 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -7608224.000000 Penalty: 5472.793457
	Iteration 30Q: 3 clusters Score -7608224 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -7608362.000000 Penalty: 5472.793457
	Iteration 31Q: 3 clusters Score -7608362 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -7608479.000000 Penalty: 5472.793457
	Iteration 32Q: 3 clusters Score -7608479 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -7608550.000000 Penalty: 5472.793457
	Iteration 33Q: 3 clusters Score -7608550 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -7608587.500000 Penalty: 5472.793457
	Iteration 34Q: 3 clusters Score -7608588 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -7608653.000000 Penalty: 5472.793457
	Iteration 35Q: 3 clusters Score -7608653 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53602 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -7608729.500000 Penalty: 5472.793457
	Iteration 36Q: 3 clusters Score -7608730 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -7608777.000000 Penalty: 5472.793457
	Iteration 37Q: 3 clusters Score -7608777 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -7608808.000000 Penalty: 5472.793457
	Iteration 38Q: 3 clusters Score -7608808 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -7608843.500000 Penalty: 5472.793457
	Iteration 39Q: 3 clusters Score -7608844 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -7608868.000000 Penalty: 5472.793457
	Iteration 40F: 3 clusters Score -7608868 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54120 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -7608879.000000 Penalty: 5472.793457
	Iteration 41Q: 3 clusters Score -7608879 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54189 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -7608907.000000 Penalty: 5472.793457
	Iteration 42Q: 3 clusters Score -7608907 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -7608911.500000 Penalty: 5472.793457
	Iteration 43Q: 3 clusters Score -7608912 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -7608913.500000 Penalty: 5472.793457
	Iteration 44Q: 3 clusters Score -7608914 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -7608919.000000 Penalty: 5472.793457
	Iteration 45Q: 3 clusters Score -7608919 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -7608910.500000 Penalty: 5472.793457
	Iteration 46Q: 3 clusters Score -7608910 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -7608912.000000 Penalty: 5472.793457
	Iteration 47Q: 3 clusters Score -7608912 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -7608929.500000 Penalty: 5472.793457
	Iteration 48Q: 3 clusters Score -7608930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -7608923.500000 Penalty: 5472.793457
	Iteration 49Q: 3 clusters Score -7608924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -7608914.500000 Penalty: 5472.793457
	Iteration 50Q: 3 clusters Score -7608914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -7608923.500000 Penalty: 5472.793457
	Iteration 51Q: 3 clusters Score -7608924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -7608931.000000 Penalty: 5472.793457
	Iteration 52Q: 3 clusters Score -7608931 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -7608940.000000 Penalty: 5472.793457
	Iteration 53Q: 3 clusters Score -7608940 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -7608954.000000 Penalty: 5472.793457
	Iteration 54Q: 3 clusters Score -7608954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -7608943.000000 Penalty: 5472.793457
	Iteration 55Q: 3 clusters Score -7608943 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -7608940.000000 Penalty: 5472.793457
	Iteration 56Q: 3 clusters Score -7608940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -7608947.500000 Penalty: 5472.793457
	Iteration 57Q: 3 clusters Score -7608948 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54944 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -7608965.000000 Penalty: 5472.793457
	Iteration 58Q: 3 clusters Score -7608965 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54981 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -7608970.500000 Penalty: 5472.793457
	Iteration 59Q: 3 clusters Score -7608970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -7608976.500000 Penalty: 5472.793457
	Iteration 60F: 3 clusters Score -7608976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -7608979.000000 Penalty: 5472.793457
	Iteration 61Q: 3 clusters Score -7608979 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -7608993.500000 Penalty: 5472.793457
	Iteration 62Q: 3 clusters Score -7608994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -7608990.000000 Penalty: 5472.793457
	Iteration 63Q: 3 clusters Score -7608990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55182 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -7608999.000000 Penalty: 5472.793457
	Iteration 64Q: 3 clusters Score -7608999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -7608998.000000 Penalty: 5472.793457
	Iteration 65Q: 3 clusters Score -7608998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -7609008.500000 Penalty: 5472.793457
	Iteration 66Q: 3 clusters Score -7609008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -7609008.000000 Penalty: 5472.793457
	Iteration 67Q: 3 clusters Score -7609008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -7608997.000000 Penalty: 5472.793457
	Iteration 68Q: 3 clusters Score -7608997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -7609010.000000 Penalty: 5472.793457
	Iteration 69Q: 3 clusters Score -7609010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -7608999.000000 Penalty: 5472.793457
	Iteration 70Q: 3 clusters Score -7608999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -7609001.000000 Penalty: 5472.793457
	Iteration 71Q: 3 clusters Score -7609001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -7609005.000000 Penalty: 5472.793457
	Iteration 72Q: 3 clusters Score -7609005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -7609017.500000 Penalty: 5472.793457
	Iteration 73Q: 3 clusters Score -7609018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -7609009.000000 Penalty: 5472.793457
	Iteration 74Q: 3 clusters Score -7609009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -7609006.000000 Penalty: 5472.793457
	Iteration 75Q: 3 clusters Score -7609006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -7609012.500000 Penalty: 5472.793457
	Iteration 76Q: 3 clusters Score -7609012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -7609023.500000 Penalty: 5472.793457
	Iteration 77Q: 3 clusters Score -7609024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -7609032.500000 Penalty: 5472.793457
	Iteration 78Q: 3 clusters Score -7609032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -7609030.500000 Penalty: 5472.793457
	Iteration 79Q: 3 clusters Score -7609030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -7609034.000000 Penalty: 5472.793457
	Iteration 80F: 3 clusters Score -7609034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -7609029.000000 Penalty: 5472.793457
	Iteration 81Q: 3 clusters Score -7609029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55484 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -7609023.000000 Penalty: 5472.793457
	Iteration 82Q: 3 clusters Score -7609023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55494 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -7609020.000000 Penalty: 5472.793457
	Iteration 83Q: 3 clusters Score -7609020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55506 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -7609020.000000 Penalty: 5472.793457
	Iteration 84Q: 3 clusters Score -7609020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -7609026.500000 Penalty: 5472.793457
	Iteration 85Q: 3 clusters Score -7609026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55529 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -7609020.500000 Penalty: 5472.793457
	Iteration 86Q: 3 clusters Score -7609020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -7609013.500000 Penalty: 5472.793457
	Iteration 87Q: 3 clusters Score -7609014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -7609018.000000 Penalty: 5472.793457
	Iteration 88Q: 3 clusters Score -7609018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -7609023.500000 Penalty: 5472.793457
	Iteration 89Q: 3 clusters Score -7609024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -7609023.000000 Penalty: 5472.793457
	Iteration 90Q: 3 clusters Score -7609023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -7609016.000000 Penalty: 5472.793457
	Iteration 91Q: 3 clusters Score -7609016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55564 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -7609020.500000 Penalty: 5472.793457
	Iteration 92Q: 3 clusters Score -7609020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -7609020.000000 Penalty: 5472.793457
	Iteration 93Q: 3 clusters Score -7609020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -7609019.000000 Penalty: 5472.793457
	Iteration 94Q: 3 clusters Score -7609019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55588 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -7609024.000000 Penalty: 5472.793457
	Iteration 95Q: 3 clusters Score -7609024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -7609030.500000 Penalty: 5472.793457
	Iteration 96Q: 3 clusters Score -7609030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -7609029.500000 Penalty: 5472.793457
	Iteration 97Q: 3 clusters Score -7609030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -7609035.000000 Penalty: 5472.793457
	Iteration 98Q: 3 clusters Score -7609035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -7609039.500000 Penalty: 5472.793457
	Iteration 99Q: 3 clusters Score -7609040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55631 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -7609035.000000 Penalty: 5472.793457
	Iteration 100F: 3 clusters Score -7609035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -7609026.000000 Penalty: 5472.793457
	Iteration 101Q: 3 clusters Score -7609026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -7609038.500000 Penalty: 5472.793457
	Iteration 102Q: 3 clusters Score -7609038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -7609035.000000 Penalty: 5472.793457
	Iteration 103Q: 3 clusters Score -7609035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55649 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -7609043.500000 Penalty: 5472.793457
	Iteration 104Q: 3 clusters Score -7609044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -7609042.500000 Penalty: 5472.793457
	Iteration 105Q: 3 clusters Score -7609042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -7609042.500000 Penalty: 5472.793457
	Iteration 106Q: 3 clusters Score -7609042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -7609040.000000 Penalty: 5472.793457
	Iteration 107Q: 3 clusters Score -7609040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55658 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -7609040.000000 Penalty: 5472.793457
	Iteration 108F: 3 clusters Score -7609040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Entering Unmasked Estep 
Score: -398150.906250 Penalty: 2036.447754
	Iteration 0F: 2 clusters Score -398150.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -394574.687500 Penalty: 4072.895508
	Iteration 0F: 3 clusters Score -394574.7 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -395759.656250 Penalty: 4072.895508
	Iteration 1F: 3 clusters Score -395759.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -396421.500000 Penalty: 4072.895508
	Iteration 2F: 3 clusters Score -396421.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -396900.625000 Penalty: 4072.895508
	Iteration 3F: 3 clusters Score -396900.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -397159.750000 Penalty: 4072.895508
	Iteration 4F: 3 clusters Score -397159.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -397290.156250 Penalty: 4072.895508
	Iteration 5Q: 3 clusters Score -397290.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -397397.875000 Penalty: 4072.895508
	Iteration 6Q: 3 clusters Score -397397.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -397466.375000 Penalty: 4072.895508
	Iteration 7Q: 3 clusters Score -397466.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -397517.156250 Penalty: 4072.895508
	Iteration 8Q: 3 clusters Score -397517.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -397549.718750 Penalty: 4072.895508
	Iteration 9Q: 3 clusters Score -397549.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -397571.062500 Penalty: 4072.895508
	Iteration 10Q: 3 clusters Score -397571.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -397590.625000 Penalty: 4072.895508
	Iteration 11Q: 3 clusters Score -397590.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -397603.750000 Penalty: 4072.895508
	Iteration 12Q: 3 clusters Score -397603.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -397621.187500 Penalty: 4072.895508
	Iteration 13Q: 3 clusters Score -397621.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -397629.718750 Penalty: 4072.895508
	Iteration 14Q: 3 clusters Score -397629.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -397634.843750 Penalty: 4072.895508
	Iteration 15Q: 3 clusters Score -397634.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -397641.781250 Penalty: 4072.895508
	Iteration 16Q: 3 clusters Score -397641.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -397647.531250 Penalty: 4072.895508
	Iteration 17Q: 3 clusters Score -397647.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -397650.718750 Penalty: 4072.895508
	Iteration 18Q: 3 clusters Score -397650.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -397652.406250 Penalty: 4072.895508
	Iteration 19Q: 3 clusters Score -397652.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -397651.593750 Penalty: 4072.895508
	Iteration 20F: 3 clusters Score -397651.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -397651.968750 Penalty: 4072.895508
	Iteration 21Q: 3 clusters Score -397652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -397651.968750 Penalty: 4072.895508
	Iteration 22F: 3 clusters Score -397652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (272273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272273 members 
Entering Unmasked Estep 
Score: -33425546.000000 Penalty: 3103.611084
	Iteration 0F: 2 clusters Score -3.342555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135933 members 
Mstep: Class 2 contains 136340 members 
Entering Unmasked Estep 
Score: -33250370.000000 Penalty: 6207.222168
	Iteration 0F: 3 clusters Score -3.325037e+07 nChanged 131663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131356 members 
Mstep: Class 2 contains 140917 members 
Entering Unmasked Estep 
Score: -33328106.000000 Penalty: 6207.222168
	Iteration 1F: 3 clusters Score -3.332811e+07 nChanged 7042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128128 members 
Mstep: Class 2 contains 144145 members 
Entering Unmasked Estep 
Score: -33329490.000000 Penalty: 6207.222168
	Iteration 2Q: 3 clusters Score -3.332949e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123197 members 
Mstep: Class 2 contains 149076 members 
Entering Unmasked Estep 
Score: -33331432.000000 Penalty: 6207.222168
	Iteration 3Q: 3 clusters Score -3.333143e+07 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115772 members 
Mstep: Class 2 contains 156501 members 
Entering Unmasked Estep 
Score: -33334218.000000 Penalty: 6207.222168
	Iteration 4Q: 3 clusters Score -3.333422e+07 nChanged 12154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104666 members 
Mstep: Class 2 contains 167607 members 
Entering Unmasked Estep 
Score: -33339368.000000 Penalty: 6207.222168
	Iteration 5Q: 3 clusters Score -3.333937e+07 nChanged 16638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88538 members 
Mstep: Class 2 contains 183735 members 
Entering Unmasked Estep 
Score: -33349118.000000 Penalty: 6207.222168
	Iteration 6F: 3 clusters Score -3.334912e+07 nChanged 21709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66979 members 
Mstep: Class 2 contains 205294 members 
Entering Unmasked Estep 
Score: -33365232.000000 Penalty: 6207.222168
	Iteration 7F: 3 clusters Score -3.336523e+07 nChanged 24821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 230091 members 
Entering Unmasked Estep 
Score: -33386544.000000 Penalty: 6207.222168
	Iteration 8F: 3 clusters Score -3.338654e+07 nChanged 21390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 251481 members 
Entering Unmasked Estep 
Score: -33405656.000000 Penalty: 6207.222168
	Iteration 9F: 3 clusters Score -3.340566e+07 nChanged 12645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 264126 members 
Entering Unmasked Estep 
Score: -33416504.000000 Penalty: 6207.222168
	Iteration 10Q: 3 clusters Score -3.34165e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 269415 members 
Entering Unmasked Estep 
Score: -33420614.000000 Penalty: 6207.222168
	Iteration 11Q: 3 clusters Score -3.342061e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 271107 members 
Entering Unmasked Estep 
Score: -33421914.000000 Penalty: 6207.222168
	Iteration 12Q: 3 clusters Score -3.342191e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 271589 members 
Entering Unmasked Estep 
Score: -33422450.000000 Penalty: 6207.222168
	Iteration 13Q: 3 clusters Score -3.342245e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 271742 members 
Entering Unmasked Estep 
Score: -33422702.000000 Penalty: 6207.222168
	Iteration 14Q: 3 clusters Score -3.34227e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 271811 members 
Entering Unmasked Estep 
Score: -33422794.000000 Penalty: 6207.222168
	Iteration 15Q: 3 clusters Score -3.342279e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 271834 members 
Entering Unmasked Estep 
Score: -33422840.000000 Penalty: 6207.222168
	Iteration 16Q: 3 clusters Score -3.342284e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 271851 members 
Entering Unmasked Estep 
Score: -33422838.000000 Penalty: 6207.222168
	Iteration 17Q: 3 clusters Score -3.342284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 271859 members 
Entering Unmasked Estep 
Score: -33422848.000000 Penalty: 6207.222168
	Iteration 18Q: 3 clusters Score -3.342285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 271861 members 
Entering Unmasked Estep 
Score: -33422870.000000 Penalty: 6207.222168
	Iteration 19Q: 3 clusters Score -3.342287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 271863 members 
Entering Unmasked Estep 
Score: -33422874.000000 Penalty: 6207.222168
	Iteration 20F: 3 clusters Score -3.342287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 271866 members 
Entering Unmasked Estep 
Score: -33422904.000000 Penalty: 6207.222168
	Iteration 21Q: 3 clusters Score -3.34229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 271867 members 
Entering Unmasked Estep 
Score: -33422900.000000 Penalty: 6207.222168
	Iteration 22Q: 3 clusters Score -3.34229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 271866 members 
Entering Unmasked Estep 
Score: -33422894.000000 Penalty: 6207.222168
	Iteration 23Q: 3 clusters Score -3.342289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 271867 members 
Entering Unmasked Estep 
Score: -33422894.000000 Penalty: 6207.222168
	Iteration 24Q: 3 clusters Score -3.342289e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 271869 members 
Entering Unmasked Estep 
Score: -33422898.000000 Penalty: 6207.222168
	Iteration 25Q: 3 clusters Score -3.34229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 271871 members 
Entering Unmasked Estep 
Score: -33422900.000000 Penalty: 6207.222168
	Iteration 26Q: 3 clusters Score -3.34229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 271871 members 
Entering Unmasked Estep 
Score: -33422908.000000 Penalty: 6207.222168
	Iteration 27Q: 3 clusters Score -3.342291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 271870 members 
Entering Unmasked Estep 
Score: -33422910.000000 Penalty: 6207.222168
	Iteration 28Q: 3 clusters Score -3.342291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 271871 members 
Entering Unmasked Estep 
Score: -33422906.000000 Penalty: 6207.222168
	Iteration 29Q: 3 clusters Score -3.342291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 271875 members 
Entering Unmasked Estep 
Score: -33422914.000000 Penalty: 6207.222168
	Iteration 30Q: 3 clusters Score -3.342291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 271879 members 
Entering Unmasked Estep 
Score: -33422928.000000 Penalty: 6207.222168
	Iteration 31Q: 3 clusters Score -3.342293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 271883 members 
Entering Unmasked Estep 
Score: -33422914.000000 Penalty: 6207.222168
	Iteration 32Q: 3 clusters Score -3.342291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 271885 members 
Entering Unmasked Estep 
Score: -33422892.000000 Penalty: 6207.222168
	Iteration 33Q: 3 clusters Score -3.342289e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 271884 members 
Entering Unmasked Estep 
Score: -33422898.000000 Penalty: 6207.222168
	Iteration 34Q: 3 clusters Score -3.34229e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 271884 members 
Entering Unmasked Estep 
Score: -33422898.000000 Penalty: 6207.222168
	Iteration 35F: 3 clusters Score -3.34229e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Entering Unmasked Estep 
Score: -1515717.750000 Penalty: 2343.811279
	Iteration 0F: 2 clusters Score -1515718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1506434.625000 Penalty: 4687.622559
	Iteration 0F: 3 clusters Score -1506435 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1509189.250000 Penalty: 4687.622559
	Iteration 1F: 3 clusters Score -1509189 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1509504.250000 Penalty: 4687.622559
	Iteration 2F: 3 clusters Score -1509504 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1509742.500000 Penalty: 4687.622559
	Iteration 3Q: 3 clusters Score -1509742 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1509911.750000 Penalty: 4687.622559
	Iteration 4Q: 3 clusters Score -1509912 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1510050.625000 Penalty: 4687.622559
	Iteration 5Q: 3 clusters Score -1510051 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1510176.875000 Penalty: 4687.622559
	Iteration 6Q: 3 clusters Score -1510177 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1510306.125000 Penalty: 4687.622559
	Iteration 7Q: 3 clusters Score -1510306 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1510468.500000 Penalty: 4687.622559
	Iteration 8Q: 3 clusters Score -1510468 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1510677.000000 Penalty: 4687.622559
	Iteration 9Q: 3 clusters Score -1510677 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1510932.750000 Penalty: 4687.622559
	Iteration 10Q: 3 clusters Score -1510933 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1511258.375000 Penalty: 4687.622559
	Iteration 11Q: 3 clusters Score -1511258 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1511585.250000 Penalty: 4687.622559
	Iteration 12Q: 3 clusters Score -1511585 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1511981.125000 Penalty: 4687.622559
	Iteration 13Q: 3 clusters Score -1511981 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1512339.625000 Penalty: 4687.622559
	Iteration 14Q: 3 clusters Score -1512340 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1512674.375000 Penalty: 4687.622559
	Iteration 15Q: 3 clusters Score -1512674 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1512939.500000 Penalty: 4687.622559
	Iteration 16Q: 3 clusters Score -1512940 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1513143.125000 Penalty: 4687.622559
	Iteration 17Q: 3 clusters Score -1513143 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1513281.750000 Penalty: 4687.622559
	Iteration 18Q: 3 clusters Score -1513282 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1513386.750000 Penalty: 4687.622559
	Iteration 19Q: 3 clusters Score -1513387 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1513466.250000 Penalty: 4687.622559
	Iteration 20F: 3 clusters Score -1513466 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1513530.000000 Penalty: 4687.622559
	Iteration 21Q: 3 clusters Score -1513530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1513578.000000 Penalty: 4687.622559
	Iteration 22Q: 3 clusters Score -1513578 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1513625.500000 Penalty: 4687.622559
	Iteration 23Q: 3 clusters Score -1513626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1513662.250000 Penalty: 4687.622559
	Iteration 24Q: 3 clusters Score -1513662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1513716.125000 Penalty: 4687.622559
	Iteration 25Q: 3 clusters Score -1513716 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1513773.000000 Penalty: 4687.622559
	Iteration 26Q: 3 clusters Score -1513773 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1513824.375000 Penalty: 4687.622559
	Iteration 27Q: 3 clusters Score -1513824 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1513870.000000 Penalty: 4687.622559
	Iteration 28Q: 3 clusters Score -1513870 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1513920.625000 Penalty: 4687.622559
	Iteration 29Q: 3 clusters Score -1513921 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1513968.875000 Penalty: 4687.622559
	Iteration 30Q: 3 clusters Score -1513969 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1514005.000000 Penalty: 4687.622559
	Iteration 31Q: 3 clusters Score -1514005 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1514026.125000 Penalty: 4687.622559
	Iteration 32Q: 3 clusters Score -1514026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1514056.250000 Penalty: 4687.622559
	Iteration 33Q: 3 clusters Score -1514056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1514078.500000 Penalty: 4687.622559
	Iteration 34Q: 3 clusters Score -1514078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1514091.375000 Penalty: 4687.622559
	Iteration 35Q: 3 clusters Score -1514091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1514101.125000 Penalty: 4687.622559
	Iteration 36Q: 3 clusters Score -1514101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1514109.375000 Penalty: 4687.622559
	Iteration 37Q: 3 clusters Score -1514109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1514115.250000 Penalty: 4687.622559
	Iteration 38Q: 3 clusters Score -1514115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1514113.750000 Penalty: 4687.622559
	Iteration 39Q: 3 clusters Score -1514114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1514120.375000 Penalty: 4687.622559
	Iteration 40F: 3 clusters Score -1514120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1514133.625000 Penalty: 4687.622559
	Iteration 41Q: 3 clusters Score -1514134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -1514140.875000 Penalty: 4687.622559
	Iteration 42Q: 3 clusters Score -1514141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1514150.750000 Penalty: 4687.622559
	Iteration 43Q: 3 clusters Score -1514151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1514154.875000 Penalty: 4687.622559
	Iteration 44Q: 3 clusters Score -1514155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1514164.750000 Penalty: 4687.622559
	Iteration 45Q: 3 clusters Score -1514165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1514173.125000 Penalty: 4687.622559
	Iteration 46Q: 3 clusters Score -1514173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1514177.500000 Penalty: 4687.622559
	Iteration 47Q: 3 clusters Score -1514178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1514183.375000 Penalty: 4687.622559
	Iteration 48Q: 3 clusters Score -1514183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1514187.125000 Penalty: 4687.622559
	Iteration 49Q: 3 clusters Score -1514187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1514188.875000 Penalty: 4687.622559
	Iteration 50Q: 3 clusters Score -1514189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1514193.625000 Penalty: 4687.622559
	Iteration 51Q: 3 clusters Score -1514194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1514198.125000 Penalty: 4687.622559
	Iteration 52Q: 3 clusters Score -1514198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1514204.375000 Penalty: 4687.622559
	Iteration 53Q: 3 clusters Score -1514204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1514211.375000 Penalty: 4687.622559
	Iteration 54Q: 3 clusters Score -1514211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1514216.250000 Penalty: 4687.622559
	Iteration 55Q: 3 clusters Score -1514216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1514219.500000 Penalty: 4687.622559
	Iteration 56Q: 3 clusters Score -1514220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -1514224.750000 Penalty: 4687.622559
	Iteration 57Q: 3 clusters Score -1514225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1514229.125000 Penalty: 4687.622559
	Iteration 58Q: 3 clusters Score -1514229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1514231.125000 Penalty: 4687.622559
	Iteration 59Q: 3 clusters Score -1514231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1514231.750000 Penalty: 4687.622559
	Iteration 60F: 3 clusters Score -1514232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1514233.625000 Penalty: 4687.622559
	Iteration 61Q: 3 clusters Score -1514234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -1514233.000000 Penalty: 4687.622559
	Iteration 62Q: 3 clusters Score -1514233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1514236.875000 Penalty: 4687.622559
	Iteration 63Q: 3 clusters Score -1514237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1514239.875000 Penalty: 4687.622559
	Iteration 64Q: 3 clusters Score -1514240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1514243.000000 Penalty: 4687.622559
	Iteration 65Q: 3 clusters Score -1514243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1514245.625000 Penalty: 4687.622559
	Iteration 66Q: 3 clusters Score -1514246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1514245.875000 Penalty: 4687.622559
	Iteration 67Q: 3 clusters Score -1514246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1514249.125000 Penalty: 4687.622559
	Iteration 68Q: 3 clusters Score -1514249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1514247.875000 Penalty: 4687.622559
	Iteration 69Q: 3 clusters Score -1514248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1514249.875000 Penalty: 4687.622559
	Iteration 70Q: 3 clusters Score -1514250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1514250.750000 Penalty: 4687.622559
	Iteration 71Q: 3 clusters Score -1514251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1514249.750000 Penalty: 4687.622559
	Iteration 72Q: 3 clusters Score -1514250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1514261.375000 Penalty: 4687.622559
	Iteration 73Q: 3 clusters Score -1514261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1514272.375000 Penalty: 4687.622559
	Iteration 74Q: 3 clusters Score -1514272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1514281.500000 Penalty: 4687.622559
	Iteration 75Q: 3 clusters Score -1514282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1514290.375000 Penalty: 4687.622559
	Iteration 76Q: 3 clusters Score -1514290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1514298.875000 Penalty: 4687.622559
	Iteration 77Q: 3 clusters Score -1514299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1514312.125000 Penalty: 4687.622559
	Iteration 78Q: 3 clusters Score -1514312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1514313.500000 Penalty: 4687.622559
	Iteration 79Q: 3 clusters Score -1514314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1514324.875000 Penalty: 4687.622559
	Iteration 80F: 3 clusters Score -1514325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1514330.875000 Penalty: 4687.622559
	Iteration 81Q: 3 clusters Score -1514331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1514336.125000 Penalty: 4687.622559
	Iteration 82Q: 3 clusters Score -1514336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1514339.625000 Penalty: 4687.622559
	Iteration 83Q: 3 clusters Score -1514340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1514346.375000 Penalty: 4687.622559
	Iteration 84Q: 3 clusters Score -1514346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1514346.875000 Penalty: 4687.622559
	Iteration 85Q: 3 clusters Score -1514347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1514351.750000 Penalty: 4687.622559
	Iteration 86Q: 3 clusters Score -1514352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1514352.625000 Penalty: 4687.622559
	Iteration 87Q: 3 clusters Score -1514353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1514357.000000 Penalty: 4687.622559
	Iteration 88Q: 3 clusters Score -1514357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1514367.875000 Penalty: 4687.622559
	Iteration 89Q: 3 clusters Score -1514368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1514373.625000 Penalty: 4687.622559
	Iteration 90Q: 3 clusters Score -1514374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1514378.375000 Penalty: 4687.622559
	Iteration 91Q: 3 clusters Score -1514378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1514381.125000 Penalty: 4687.622559
	Iteration 92Q: 3 clusters Score -1514381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1514381.375000 Penalty: 4687.622559
	Iteration 93Q: 3 clusters Score -1514381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1514382.375000 Penalty: 4687.622559
	Iteration 94Q: 3 clusters Score -1514382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1514379.875000 Penalty: 4687.622559
	Iteration 95Q: 3 clusters Score -1514380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1514379.875000 Penalty: 4687.622559
	Iteration 96F: 3 clusters Score -1514380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Entering Unmasked Estep 
Score: -3086864.500000 Penalty: 2521.140869
	Iteration 0F: 2 clusters Score -3086864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3069025.250000 Penalty: 5042.281738
	Iteration 0F: 3 clusters Score -3069025 nChanged 11538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -3075108.500000 Penalty: 5042.281738
	Iteration 1F: 3 clusters Score -3075108 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3075605.000000 Penalty: 5042.281738
	Iteration 2F: 3 clusters Score -3075605 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -3076138.000000 Penalty: 5042.281738
	Iteration 3Q: 3 clusters Score -3076138 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -3076831.250000 Penalty: 5042.281738
	Iteration 4F: 3 clusters Score -3076831 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -3077689.000000 Penalty: 5042.281738
	Iteration 5F: 3 clusters Score -3077689 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -3078760.750000 Penalty: 5042.281738
	Iteration 6F: 3 clusters Score -3078761 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -3079984.000000 Penalty: 5042.281738
	Iteration 7F: 3 clusters Score -3079984 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -3081188.250000 Penalty: 5042.281738
	Iteration 8F: 3 clusters Score -3081188 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3082216.500000 Penalty: 5042.281738
	Iteration 9Q: 3 clusters Score -3082216 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3082987.250000 Penalty: 5042.281738
	Iteration 10Q: 3 clusters Score -3082987 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3083520.000000 Penalty: 5042.281738
	Iteration 11Q: 3 clusters Score -3083520 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3083853.250000 Penalty: 5042.281738
	Iteration 12Q: 3 clusters Score -3083853 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3084073.000000 Penalty: 5042.281738
	Iteration 13Q: 3 clusters Score -3084073 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3084199.000000 Penalty: 5042.281738
	Iteration 14Q: 3 clusters Score -3084199 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -3084288.500000 Penalty: 5042.281738
	Iteration 15Q: 3 clusters Score -3084288 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -3084368.000000 Penalty: 5042.281738
	Iteration 16Q: 3 clusters Score -3084368 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -3084423.750000 Penalty: 5042.281738
	Iteration 17Q: 3 clusters Score -3084424 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3084483.000000 Penalty: 5042.281738
	Iteration 18Q: 3 clusters Score -3084483 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3084510.750000 Penalty: 5042.281738
	Iteration 19Q: 3 clusters Score -3084511 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3084535.750000 Penalty: 5042.281738
	Iteration 20F: 3 clusters Score -3084536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3084592.250000 Penalty: 5042.281738
	Iteration 21Q: 3 clusters Score -3084592 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3084626.500000 Penalty: 5042.281738
	Iteration 22Q: 3 clusters Score -3084626 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3084660.000000 Penalty: 5042.281738
	Iteration 23Q: 3 clusters Score -3084660 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3084683.250000 Penalty: 5042.281738
	Iteration 24Q: 3 clusters Score -3084683 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3084712.000000 Penalty: 5042.281738
	Iteration 25Q: 3 clusters Score -3084712 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3084735.500000 Penalty: 5042.281738
	Iteration 26Q: 3 clusters Score -3084736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3084754.250000 Penalty: 5042.281738
	Iteration 27Q: 3 clusters Score -3084754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3084773.250000 Penalty: 5042.281738
	Iteration 28Q: 3 clusters Score -3084773 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3084788.750000 Penalty: 5042.281738
	Iteration 29Q: 3 clusters Score -3084789 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3084803.250000 Penalty: 5042.281738
	Iteration 30Q: 3 clusters Score -3084803 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3084810.250000 Penalty: 5042.281738
	Iteration 31Q: 3 clusters Score -3084810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3084822.750000 Penalty: 5042.281738
	Iteration 32Q: 3 clusters Score -3084823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3084828.250000 Penalty: 5042.281738
	Iteration 33Q: 3 clusters Score -3084828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3084842.750000 Penalty: 5042.281738
	Iteration 34Q: 3 clusters Score -3084843 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3084854.000000 Penalty: 5042.281738
	Iteration 35Q: 3 clusters Score -3084854 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3084872.750000 Penalty: 5042.281738
	Iteration 36Q: 3 clusters Score -3084873 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3084883.000000 Penalty: 5042.281738
	Iteration 37Q: 3 clusters Score -3084883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3084896.750000 Penalty: 5042.281738
	Iteration 38Q: 3 clusters Score -3084897 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3084909.750000 Penalty: 5042.281738
	Iteration 39Q: 3 clusters Score -3084910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3084934.500000 Penalty: 5042.281738
	Iteration 40F: 3 clusters Score -3084934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3084945.750000 Penalty: 5042.281738
	Iteration 41Q: 3 clusters Score -3084946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3084961.000000 Penalty: 5042.281738
	Iteration 42Q: 3 clusters Score -3084961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3084972.000000 Penalty: 5042.281738
	Iteration 43Q: 3 clusters Score -3084972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3084998.000000 Penalty: 5042.281738
	Iteration 44Q: 3 clusters Score -3084998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3085016.500000 Penalty: 5042.281738
	Iteration 45Q: 3 clusters Score -3085016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3085025.750000 Penalty: 5042.281738
	Iteration 46Q: 3 clusters Score -3085026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3085041.250000 Penalty: 5042.281738
	Iteration 47Q: 3 clusters Score -3085041 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3085055.000000 Penalty: 5042.281738
	Iteration 48Q: 3 clusters Score -3085055 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -3085074.000000 Penalty: 5042.281738
	Iteration 49Q: 3 clusters Score -3085074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3085092.250000 Penalty: 5042.281738
	Iteration 50Q: 3 clusters Score -3085092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3085101.000000 Penalty: 5042.281738
	Iteration 51Q: 3 clusters Score -3085101 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3085112.000000 Penalty: 5042.281738
	Iteration 52Q: 3 clusters Score -3085112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3085124.250000 Penalty: 5042.281738
	Iteration 53Q: 3 clusters Score -3085124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3085126.000000 Penalty: 5042.281738
	Iteration 54Q: 3 clusters Score -3085126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3085122.500000 Penalty: 5042.281738
	Iteration 55Q: 3 clusters Score -3085122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3085136.000000 Penalty: 5042.281738
	Iteration 56Q: 3 clusters Score -3085136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3085145.250000 Penalty: 5042.281738
	Iteration 57Q: 3 clusters Score -3085145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3085156.000000 Penalty: 5042.281738
	Iteration 58Q: 3 clusters Score -3085156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3085161.500000 Penalty: 5042.281738
	Iteration 59Q: 3 clusters Score -3085162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3085172.000000 Penalty: 5042.281738
	Iteration 60F: 3 clusters Score -3085172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3085175.250000 Penalty: 5042.281738
	Iteration 61Q: 3 clusters Score -3085175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3085182.250000 Penalty: 5042.281738
	Iteration 62Q: 3 clusters Score -3085182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3085182.750000 Penalty: 5042.281738
	Iteration 63Q: 3 clusters Score -3085183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3085190.250000 Penalty: 5042.281738
	Iteration 64Q: 3 clusters Score -3085190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3085191.750000 Penalty: 5042.281738
	Iteration 65Q: 3 clusters Score -3085192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3085198.750000 Penalty: 5042.281738
	Iteration 66Q: 3 clusters Score -3085199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3085199.750000 Penalty: 5042.281738
	Iteration 67Q: 3 clusters Score -3085200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3085197.750000 Penalty: 5042.281738
	Iteration 68Q: 3 clusters Score -3085198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -3085200.000000 Penalty: 5042.281738
	Iteration 69Q: 3 clusters Score -3085200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3085202.250000 Penalty: 5042.281738
	Iteration 70Q: 3 clusters Score -3085202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3085197.250000 Penalty: 5042.281738
	Iteration 71Q: 3 clusters Score -3085197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3085201.250000 Penalty: 5042.281738
	Iteration 72Q: 3 clusters Score -3085201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3085200.750000 Penalty: 5042.281738
	Iteration 73Q: 3 clusters Score -3085201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3085206.000000 Penalty: 5042.281738
	Iteration 74Q: 3 clusters Score -3085206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3085207.750000 Penalty: 5042.281738
	Iteration 75Q: 3 clusters Score -3085208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3085204.000000 Penalty: 5042.281738
	Iteration 76Q: 3 clusters Score -3085204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3085202.000000 Penalty: 5042.281738
	Iteration 77Q: 3 clusters Score -3085202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3085204.000000 Penalty: 5042.281738
	Iteration 78Q: 3 clusters Score -3085204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3085212.500000 Penalty: 5042.281738
	Iteration 79Q: 3 clusters Score -3085212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3085210.000000 Penalty: 5042.281738
	Iteration 80F: 3 clusters Score -3085210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3085213.500000 Penalty: 5042.281738
	Iteration 81Q: 3 clusters Score -3085214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3085213.000000 Penalty: 5042.281738
	Iteration 82Q: 3 clusters Score -3085213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3085213.000000 Penalty: 5042.281738
	Iteration 83F: 3 clusters Score -3085213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -143826.171875 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -143826.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -141791.609375 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -141791.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -142071.593750 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -142071.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -142148.343750 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -142148.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -142196.875000 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -142196.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -142280.812500 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -142280.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -142341.171875 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -142341.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -142394.234375 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -142394.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -142443.265625 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -142443.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -142491.062500 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -142491.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -142531.968750 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -142532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -142561.437500 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -142561.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -142590.390625 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -142590.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -142611.125000 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -142611.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -142634.921875 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -142634.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -142650.703125 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -142650.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -142661.500000 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -142661.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -142669.984375 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -142670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -142679.546875 Penalty: 3508.341797
	Iteration 17Q: 3 clusters Score -142679.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -142694.218750 Penalty: 3508.341797
	Iteration 18Q: 3 clusters Score -142694.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -142703.984375 Penalty: 3508.341797
	Iteration 19Q: 3 clusters Score -142704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -142712.515625 Penalty: 3508.341797
	Iteration 20F: 3 clusters Score -142712.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -142714.765625 Penalty: 3508.341797
	Iteration 21Q: 3 clusters Score -142714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -142718.359375 Penalty: 3508.341797
	Iteration 22Q: 3 clusters Score -142718.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -142718.968750 Penalty: 3508.341797
	Iteration 23Q: 3 clusters Score -142719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -142718.968750 Penalty: 3508.341797
	Iteration 24F: 3 clusters Score -142719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -42554.308594 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -42554.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41284.796875 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -41284.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41919.761719 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -41919.76 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42352.652344 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -42352.65 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -42956.375000 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -42956.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -43280.312500 Penalty: 3080.457520
	Iteration 4F: 3 clusters Score -43280.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -43938.730469 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -43938.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -43991.320312 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -43991.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -44037.019531 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -44037.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -44087.480469 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -44087.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -44136.046875 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -44136.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -44159.175781 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -44159.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -44159.175781 Penalty: 3080.457520
	Iteration 11F: 3 clusters Score -44159.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 794 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 53107 members 
Mstep: Class 6 contains 67403 members 
Mstep: Class 7 contains 39802 members 
Mstep: Class 8 contains 3576 members 
Mstep: Class 9 contains 228044 members 
Mstep: Class 10 contains 6286 members 
Mstep: Class 11 contains 31653 members 
Mstep: Class 12 contains 9016 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 55872 members 
Mstep: Class 16 contains 57134 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 74601 members 
Mstep: Class 19 contains 4549 members 
Mstep: Class 20 contains 3675 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 61936 members 
Mstep: Class 23 contains 3683 members 
Mstep: Class 24 contains 272273 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 26001 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 383 members 
Mstep: Class 29 contains 8505 members 
Mstep: Class 30 contains 6147 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 196689 members 
Mstep: Class 33 contains 748 members 
Mstep: Class 34 contains 887 members 
Mstep: Class 35 contains 115 members 
Entering Unmasked Estep 
Score: -148037952.000000 Penalty: 121824.687500
Splitting cluster 28 changes total score from -148037920.000000 to -148037952.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 29 (8505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Entering Unmasked Estep 
Score: -1002631.375000 Penalty: 2244.005615
	Iteration 0F: 2 clusters Score -1002631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -995982.312500 Penalty: 4488.011230
	Iteration 0F: 3 clusters Score -995982.3 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -997938.937500 Penalty: 4488.011230
	Iteration 1F: 3 clusters Score -997938.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -998334.562500 Penalty: 4488.011230
	Iteration 2F: 3 clusters Score -998334.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -998688.625000 Penalty: 4488.011230
	Iteration 3F: 3 clusters Score -998688.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -998992.000000 Penalty: 4488.011230
	Iteration 4F: 3 clusters Score -998992 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -999218.062500 Penalty: 4488.011230
	Iteration 5Q: 3 clusters Score -999218.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -999401.500000 Penalty: 4488.011230
	Iteration 6Q: 3 clusters Score -999401.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -999528.687500 Penalty: 4488.011230
	Iteration 7Q: 3 clusters Score -999528.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -999655.437500 Penalty: 4488.011230
	Iteration 8Q: 3 clusters Score -999655.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -999762.500000 Penalty: 4488.011230
	Iteration 9Q: 3 clusters Score -999762.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -999872.250000 Penalty: 4488.011230
	Iteration 10Q: 3 clusters Score -999872.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -999984.750000 Penalty: 4488.011230
	Iteration 11Q: 3 clusters Score -999984.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1000101.250000 Penalty: 4488.011230
	Iteration 12Q: 3 clusters Score -1000101 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1000225.375000 Penalty: 4488.011230
	Iteration 13Q: 3 clusters Score -1000225 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1000366.687500 Penalty: 4488.011230
	Iteration 14Q: 3 clusters Score -1000367 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1000542.437500 Penalty: 4488.011230
	Iteration 15Q: 3 clusters Score -1000542 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1000773.250000 Penalty: 4488.011230
	Iteration 16Q: 3 clusters Score -1000773 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1000986.062500 Penalty: 4488.011230
	Iteration 17Q: 3 clusters Score -1000986 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1001190.312500 Penalty: 4488.011230
	Iteration 18Q: 3 clusters Score -1001190 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1001374.375000 Penalty: 4488.011230
	Iteration 19Q: 3 clusters Score -1001374 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1001529.750000 Penalty: 4488.011230
	Iteration 20F: 3 clusters Score -1001530 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1001647.312500 Penalty: 4488.011230
	Iteration 21Q: 3 clusters Score -1001647 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1001759.562500 Penalty: 4488.011230
	Iteration 22Q: 3 clusters Score -1001760 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1001848.937500 Penalty: 4488.011230
	Iteration 23Q: 3 clusters Score -1001849 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1001924.562500 Penalty: 4488.011230
	Iteration 24Q: 3 clusters Score -1001925 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1001990.000000 Penalty: 4488.011230
	Iteration 25Q: 3 clusters Score -1001990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1002030.687500 Penalty: 4488.011230
	Iteration 26Q: 3 clusters Score -1002031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1002064.750000 Penalty: 4488.011230
	Iteration 27Q: 3 clusters Score -1002065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1002089.500000 Penalty: 4488.011230
	Iteration 28Q: 3 clusters Score -1002090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1002104.437500 Penalty: 4488.011230
	Iteration 29Q: 3 clusters Score -1002104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1002110.250000 Penalty: 4488.011230
	Iteration 30Q: 3 clusters Score -1002110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1002116.437500 Penalty: 4488.011230
	Iteration 31Q: 3 clusters Score -1002116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1002119.562500 Penalty: 4488.011230
	Iteration 32Q: 3 clusters Score -1002120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1002126.125000 Penalty: 4488.011230
	Iteration 33Q: 3 clusters Score -1002126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1002128.312500 Penalty: 4488.011230
	Iteration 34Q: 3 clusters Score -1002128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1002130.812500 Penalty: 4488.011230
	Iteration 35Q: 3 clusters Score -1002131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1002136.562500 Penalty: 4488.011230
	Iteration 36Q: 3 clusters Score -1002137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1002138.500000 Penalty: 4488.011230
	Iteration 37Q: 3 clusters Score -1002138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1002141.250000 Penalty: 4488.011230
	Iteration 38Q: 3 clusters Score -1002141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1002144.312500 Penalty: 4488.011230
	Iteration 39Q: 3 clusters Score -1002144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1002146.625000 Penalty: 4488.011230
	Iteration 40F: 3 clusters Score -1002147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1002146.625000 Penalty: 4488.011230
	Iteration 41Q: 3 clusters Score -1002147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1002146.625000 Penalty: 4488.011230
	Iteration 42Q: 3 clusters Score -1002147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1002146.625000 Penalty: 4488.011230
	Iteration 43F: 3 clusters Score -1002147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Entering Unmasked Estep 
Score: -659981.437500 Penalty: 2163.482422
	Iteration 0F: 2 clusters Score -659981.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -654831.250000 Penalty: 4326.964844
	Iteration 0F: 3 clusters Score -654831.2 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -656667.187500 Penalty: 4326.964844
	Iteration 1F: 3 clusters Score -656667.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -657279.812500 Penalty: 4326.964844
	Iteration 2F: 3 clusters Score -657279.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -657813.875000 Penalty: 4326.964844
	Iteration 3F: 3 clusters Score -657813.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -658419.312500 Penalty: 4326.964844
	Iteration 4F: 3 clusters Score -658419.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -658928.312500 Penalty: 4326.964844
	Iteration 5F: 3 clusters Score -658928.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -659231.687500 Penalty: 4326.964844
	Iteration 6F: 3 clusters Score -659231.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -659416.625000 Penalty: 4326.964844
	Iteration 7Q: 3 clusters Score -659416.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -659516.312500 Penalty: 4326.964844
	Iteration 8Q: 3 clusters Score -659516.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -659571.000000 Penalty: 4326.964844
	Iteration 9Q: 3 clusters Score -659571 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -659599.875000 Penalty: 4326.964844
	Iteration 10Q: 3 clusters Score -659599.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -659617.687500 Penalty: 4326.964844
	Iteration 11Q: 3 clusters Score -659617.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -659627.562500 Penalty: 4326.964844
	Iteration 12Q: 3 clusters Score -659627.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -659633.312500 Penalty: 4326.964844
	Iteration 13Q: 3 clusters Score -659633.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -659638.000000 Penalty: 4326.964844
	Iteration 14Q: 3 clusters Score -659638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -659643.875000 Penalty: 4326.964844
	Iteration 15Q: 3 clusters Score -659643.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -659647.375000 Penalty: 4326.964844
	Iteration 16Q: 3 clusters Score -659647.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -659651.937500 Penalty: 4326.964844
	Iteration 17Q: 3 clusters Score -659651.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -659655.500000 Penalty: 4326.964844
	Iteration 18Q: 3 clusters Score -659655.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -659656.812500 Penalty: 4326.964844
	Iteration 19Q: 3 clusters Score -659656.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -659659.187500 Penalty: 4326.964844
	Iteration 20F: 3 clusters Score -659659.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -659660.687500 Penalty: 4326.964844
	Iteration 21Q: 3 clusters Score -659660.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -659661.062500 Penalty: 4326.964844
	Iteration 22Q: 3 clusters Score -659661.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -659661.250000 Penalty: 4326.964844
	Iteration 23Q: 3 clusters Score -659661.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -659661.250000 Penalty: 4326.964844
	Iteration 24F: 3 clusters Score -659661.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Entering Unmasked Estep 
Score: -18714.291016 Penalty: 1315.219604
	Iteration 0F: 2 clusters Score -18714.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17680.306641 Penalty: 2630.439209
	Iteration 0F: 3 clusters Score -17680.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17771.083984 Penalty: 2630.439209
	Iteration 1F: 3 clusters Score -17771.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -17796.640625 Penalty: 2630.439209
	Iteration 2Q: 3 clusters Score -17796.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17798.326172 Penalty: 2630.439209
	Iteration 3Q: 3 clusters Score -17798.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17801.982422 Penalty: 2630.439209
	Iteration 4Q: 3 clusters Score -17801.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17801.982422 Penalty: 2630.439209
	Iteration 5F: 3 clusters Score -17801.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (196689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196689 members 
Entering Unmasked Estep 
Score: -23934142.000000 Penalty: 3022.965820
	Iteration 0F: 2 clusters Score -2.393414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98278 members 
Mstep: Class 2 contains 98411 members 
Entering Unmasked Estep 
Score: -23803824.000000 Penalty: 6045.931641
	Iteration 0F: 3 clusters Score -2.380382e+07 nChanged 94781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100147 members 
Mstep: Class 2 contains 96542 members 
Entering Unmasked Estep 
Score: -23858606.000000 Penalty: 6045.931641
	Iteration 1F: 3 clusters Score -2.385861e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100762 members 
Mstep: Class 2 contains 95927 members 
Entering Unmasked Estep 
Score: -23859554.000000 Penalty: 6045.931641
	Iteration 2Q: 3 clusters Score -2.385955e+07 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101815 members 
Mstep: Class 2 contains 94874 members 
Entering Unmasked Estep 
Score: -23860810.000000 Penalty: 6045.931641
	Iteration 3Q: 3 clusters Score -2.386081e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103363 members 
Mstep: Class 2 contains 93326 members 
Entering Unmasked Estep 
Score: -23862324.000000 Penalty: 6045.931641
	Iteration 4Q: 3 clusters Score -2.386232e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105730 members 
Mstep: Class 2 contains 90959 members 
Entering Unmasked Estep 
Score: -23864294.000000 Penalty: 6045.931641
	Iteration 5Q: 3 clusters Score -2.386429e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109112 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -23866812.000000 Penalty: 6045.931641
	Iteration 6Q: 3 clusters Score -2.386681e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113792 members 
Mstep: Class 2 contains 82897 members 
Entering Unmasked Estep 
Score: -23870288.000000 Penalty: 6045.931641
	Iteration 7Q: 3 clusters Score -2.387029e+07 nChanged 10032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119998 members 
Mstep: Class 2 contains 76691 members 
Entering Unmasked Estep 
Score: -23874840.000000 Penalty: 6045.931641
	Iteration 8F: 3 clusters Score -2.387484e+07 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127856 members 
Mstep: Class 2 contains 68833 members 
Entering Unmasked Estep 
Score: -23881510.000000 Penalty: 6045.931641
	Iteration 9F: 3 clusters Score -2.388151e+07 nChanged 11549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136701 members 
Mstep: Class 2 contains 59988 members 
Entering Unmasked Estep 
Score: -23889088.000000 Penalty: 6045.931641
	Iteration 10F: 3 clusters Score -2.388909e+07 nChanged 11564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146165 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -23897924.000000 Penalty: 6045.931641
	Iteration 11F: 3 clusters Score -2.389792e+07 nChanged 10551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154940 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -23906606.000000 Penalty: 6045.931641
	Iteration 12F: 3 clusters Score -2.390661e+07 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161737 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -23913618.000000 Penalty: 6045.931641
	Iteration 13Q: 3 clusters Score -2.391362e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166604 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -23918076.000000 Penalty: 6045.931641
	Iteration 14Q: 3 clusters Score -2.391808e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170568 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -23920796.000000 Penalty: 6045.931641
	Iteration 15Q: 3 clusters Score -2.39208e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173910 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -23922712.000000 Penalty: 6045.931641
	Iteration 16Q: 3 clusters Score -2.392271e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176901 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -23924156.000000 Penalty: 6045.931641
	Iteration 17Q: 3 clusters Score -2.392416e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179618 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -23925346.000000 Penalty: 6045.931641
	Iteration 18Q: 3 clusters Score -2.392535e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182053 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -23926422.000000 Penalty: 6045.931641
	Iteration 19Q: 3 clusters Score -2.392642e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184235 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -23927390.000000 Penalty: 6045.931641
	Iteration 20F: 3 clusters Score -2.392739e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186253 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -23928452.000000 Penalty: 6045.931641
	Iteration 21Q: 3 clusters Score -2.392845e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187920 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -23929066.000000 Penalty: 6045.931641
	Iteration 22Q: 3 clusters Score -2.392907e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189304 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -23929572.000000 Penalty: 6045.931641
	Iteration 23Q: 3 clusters Score -2.392957e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190463 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -23930052.000000 Penalty: 6045.931641
	Iteration 24Q: 3 clusters Score -2.393005e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191423 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -23930410.000000 Penalty: 6045.931641
	Iteration 25Q: 3 clusters Score -2.393041e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192223 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -23930842.000000 Penalty: 6045.931641
	Iteration 26Q: 3 clusters Score -2.393084e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192872 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -23931010.000000 Penalty: 6045.931641
	Iteration 27Q: 3 clusters Score -2.393101e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193404 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -23931156.000000 Penalty: 6045.931641
	Iteration 28Q: 3 clusters Score -2.393116e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193822 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -23931278.000000 Penalty: 6045.931641
	Iteration 29Q: 3 clusters Score -2.393128e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194158 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -23931428.000000 Penalty: 6045.931641
	Iteration 30Q: 3 clusters Score -2.393143e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194414 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -23931522.000000 Penalty: 6045.931641
	Iteration 31Q: 3 clusters Score -2.393152e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194623 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -23931586.000000 Penalty: 6045.931641
	Iteration 32Q: 3 clusters Score -2.393159e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194812 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -23931620.000000 Penalty: 6045.931641
	Iteration 33Q: 3 clusters Score -2.393162e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194958 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -23931726.000000 Penalty: 6045.931641
	Iteration 34Q: 3 clusters Score -2.393173e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195057 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -23931728.000000 Penalty: 6045.931641
	Iteration 35Q: 3 clusters Score -2.393173e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195141 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -23931754.000000 Penalty: 6045.931641
	Iteration 36Q: 3 clusters Score -2.393175e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195214 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -23931812.000000 Penalty: 6045.931641
	Iteration 37Q: 3 clusters Score -2.393181e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195275 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -23931852.000000 Penalty: 6045.931641
	Iteration 38Q: 3 clusters Score -2.393185e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195321 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -23931850.000000 Penalty: 6045.931641
	Iteration 39Q: 3 clusters Score -2.393185e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195354 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -23931880.000000 Penalty: 6045.931641
	Iteration 40F: 3 clusters Score -2.393188e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195386 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -23931880.000000 Penalty: 6045.931641
	Iteration 41Q: 3 clusters Score -2.393188e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195416 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -23931860.000000 Penalty: 6045.931641
	Iteration 42Q: 3 clusters Score -2.393186e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195446 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -23931820.000000 Penalty: 6045.931641
	Iteration 43Q: 3 clusters Score -2.393182e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195469 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -23931820.000000 Penalty: 6045.931641
	Iteration 44Q: 3 clusters Score -2.393182e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195492 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -23931846.000000 Penalty: 6045.931641
	Iteration 45Q: 3 clusters Score -2.393185e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195507 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -23931852.000000 Penalty: 6045.931641
	Iteration 46Q: 3 clusters Score -2.393185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195519 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -23931854.000000 Penalty: 6045.931641
	Iteration 47Q: 3 clusters Score -2.393185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195535 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -23931858.000000 Penalty: 6045.931641
	Iteration 48Q: 3 clusters Score -2.393186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195546 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -23931844.000000 Penalty: 6045.931641
	Iteration 49Q: 3 clusters Score -2.393184e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195560 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -23931844.000000 Penalty: 6045.931641
	Iteration 50Q: 3 clusters Score -2.393184e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195571 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -23931846.000000 Penalty: 6045.931641
	Iteration 51Q: 3 clusters Score -2.393185e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195581 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -23931854.000000 Penalty: 6045.931641
	Iteration 52Q: 3 clusters Score -2.393185e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195591 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -23931870.000000 Penalty: 6045.931641
	Iteration 53Q: 3 clusters Score -2.393187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195595 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -23931852.000000 Penalty: 6045.931641
	Iteration 54Q: 3 clusters Score -2.393185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195600 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -23931856.000000 Penalty: 6045.931641
	Iteration 55Q: 3 clusters Score -2.393186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195603 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -23931864.000000 Penalty: 6045.931641
	Iteration 56Q: 3 clusters Score -2.393186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195606 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -23931862.000000 Penalty: 6045.931641
	Iteration 57Q: 3 clusters Score -2.393186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195612 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -23931862.000000 Penalty: 6045.931641
	Iteration 58Q: 3 clusters Score -2.393186e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195619 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -23931840.000000 Penalty: 6045.931641
	Iteration 59Q: 3 clusters Score -2.393184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195625 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -23931840.000000 Penalty: 6045.931641
	Iteration 60F: 3 clusters Score -2.393184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195629 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -23931840.000000 Penalty: 6045.931641
	Iteration 61Q: 3 clusters Score -2.393184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195634 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -23931844.000000 Penalty: 6045.931641
	Iteration 62Q: 3 clusters Score -2.393184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195635 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -23931850.000000 Penalty: 6045.931641
	Iteration 63Q: 3 clusters Score -2.393185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195639 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -23931842.000000 Penalty: 6045.931641
	Iteration 64Q: 3 clusters Score -2.393184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195644 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -23931834.000000 Penalty: 6045.931641
	Iteration 65Q: 3 clusters Score -2.393183e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195646 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -23931830.000000 Penalty: 6045.931641
	Iteration 66Q: 3 clusters Score -2.393183e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195649 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -23931836.000000 Penalty: 6045.931641
	Iteration 67Q: 3 clusters Score -2.393184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195654 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -23931832.000000 Penalty: 6045.931641
	Iteration 68Q: 3 clusters Score -2.393183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195659 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -23931836.000000 Penalty: 6045.931641
	Iteration 69Q: 3 clusters Score -2.393184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195667 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -23931826.000000 Penalty: 6045.931641
	Iteration 70Q: 3 clusters Score -2.393183e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195672 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -23931832.000000 Penalty: 6045.931641
	Iteration 71Q: 3 clusters Score -2.393183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195673 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -23931828.000000 Penalty: 6045.931641
	Iteration 72Q: 3 clusters Score -2.393183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195673 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -23931828.000000 Penalty: 6045.931641
	Iteration 73F: 3 clusters Score -2.393183e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -76653.726562 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -76653.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -74900.687500 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -74900.69 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -75337.437500 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -75337.44 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -75452.945312 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -75452.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -75526.726562 Penalty: 3282.231934
	Iteration 3Q: 3 clusters Score -75526.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -75584.757812 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -75584.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -75661.132812 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -75661.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -75723.039062 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -75723.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -75760.734375 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -75760.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -75773.140625 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -75773.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -75791.828125 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -75791.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -75808.687500 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -75808.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -75825.179688 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -75825.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -75838.656250 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -75838.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -75846.000000 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -75846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -75853.859375 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -75853.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -75856.757812 Penalty: 3282.231934
	Iteration 15Q: 3 clusters Score -75856.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -75863.453125 Penalty: 3282.231934
	Iteration 16Q: 3 clusters Score -75863.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -75869.882812 Penalty: 3282.231934
	Iteration 17Q: 3 clusters Score -75869.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -75890.875000 Penalty: 3282.231934
	Iteration 18Q: 3 clusters Score -75890.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -75907.031250 Penalty: 3282.231934
	Iteration 19Q: 3 clusters Score -75907.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -75927.601562 Penalty: 3282.231934
	Iteration 20F: 3 clusters Score -75927.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -75952.851562 Penalty: 3282.231934
	Iteration 21Q: 3 clusters Score -75952.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -75962.750000 Penalty: 3282.231934
	Iteration 22Q: 3 clusters Score -75962.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -75971.367188 Penalty: 3282.231934
	Iteration 23Q: 3 clusters Score -75971.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -75977.632812 Penalty: 3282.231934
	Iteration 24Q: 3 clusters Score -75977.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -75984.906250 Penalty: 3282.231934
	Iteration 25Q: 3 clusters Score -75984.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -76005.218750 Penalty: 3282.231934
	Iteration 26Q: 3 clusters Score -76005.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -76016.570312 Penalty: 3282.231934
	Iteration 27Q: 3 clusters Score -76016.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -76025.312500 Penalty: 3282.231934
	Iteration 28Q: 3 clusters Score -76025.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -76038.296875 Penalty: 3282.231934
	Iteration 29Q: 3 clusters Score -76038.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -76047.859375 Penalty: 3282.231934
	Iteration 30Q: 3 clusters Score -76047.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -76075.179688 Penalty: 3282.231934
	Iteration 31Q: 3 clusters Score -76075.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -76148.765625 Penalty: 3282.231934
	Iteration 32Q: 3 clusters Score -76148.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -76235.070312 Penalty: 3282.231934
	Iteration 33Q: 3 clusters Score -76235.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -76469.796875 Penalty: 3282.231934
	Iteration 34Q: 3 clusters Score -76469.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -76625.914062 Penalty: 3282.231934
	Iteration 35Q: 3 clusters Score -76625.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -76697.507812 Penalty: 3282.231934
	Iteration 36Q: 3 clusters Score -76697.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -76770.296875 Penalty: 3282.231934
	Iteration 37Q: 3 clusters Score -76770.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -76839.234375 Penalty: 3282.231934
	Iteration 38Q: 3 clusters Score -76839.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -76867.695312 Penalty: 3282.231934
	Iteration 39Q: 3 clusters Score -76867.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -76877.445312 Penalty: 3282.231934
	Iteration 40F: 3 clusters Score -76877.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -76881.679688 Penalty: 3282.231934
	Iteration 41Q: 3 clusters Score -76881.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -76884.609375 Penalty: 3282.231934
	Iteration 42Q: 3 clusters Score -76884.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -76888.710938 Penalty: 3282.231934
	Iteration 43Q: 3 clusters Score -76888.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -76900.203125 Penalty: 3282.231934
	Iteration 44Q: 3 clusters Score -76900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -76900.203125 Penalty: 3282.231934
	Iteration 45F: 3 clusters Score -76900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 794 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 53107 members 
Mstep: Class 6 contains 67403 members 
Mstep: Class 7 contains 39802 members 
Mstep: Class 8 contains 3576 members 
Mstep: Class 9 contains 228044 members 
Mstep: Class 10 contains 6286 members 
Mstep: Class 11 contains 31653 members 
Mstep: Class 12 contains 9016 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 55872 members 
Mstep: Class 16 contains 57134 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 74601 members 
Mstep: Class 19 contains 4549 members 
Mstep: Class 20 contains 3675 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 61936 members 
Mstep: Class 23 contains 3683 members 
Mstep: Class 24 contains 272273 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 26001 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 383 members 
Mstep: Class 29 contains 8505 members 
Mstep: Class 30 contains 6147 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 196689 members 
Mstep: Class 33 contains 178 members 
Mstep: Class 34 contains 887 members 
Mstep: Class 35 contains 115 members 
Mstep: Class 36 contains 570 members 
Entering Unmasked Estep 
Score: -148036400.000000 Penalty: 125305.390625
Splitting cluster 33 changes total score from -148037920.000000 to -148036400.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 794 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 53107 members 
Mstep: Class 6 contains 67403 members 
Mstep: Class 7 contains 39802 members 
Mstep: Class 8 contains 3576 members 
Mstep: Class 9 contains 228044 members 
Mstep: Class 10 contains 6286 members 
Mstep: Class 11 contains 31653 members 
Mstep: Class 12 contains 9016 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 393 members 
Mstep: Class 15 contains 55872 members 
Mstep: Class 16 contains 57134 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 74601 members 
Mstep: Class 19 contains 4549 members 
Mstep: Class 20 contains 3675 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 61936 members 
Mstep: Class 23 contains 3683 members 
Mstep: Class 24 contains 272273 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 26001 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 383 members 
Mstep: Class 29 contains 8505 members 
Mstep: Class 30 contains 6147 members 
Mstep: Class 31 contains 201 members 
Mstep: Class 32 contains 196689 members 
Mstep: Class 33 contains 748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148038048.000000 Penalty: 121824.687500
Iteration 119Q: 36 clusters Score -1.48038e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 791 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4275 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 53176 members 
Mstep: Class 6 contains 67394 members 
Mstep: Class 7 contains 39795 members 
Mstep: Class 8 contains 3575 members 
Mstep: Class 9 contains 228064 members 
Mstep: Class 10 contains 6287 members 
Mstep: Class 11 contains 31661 members 
Mstep: Class 12 contains 8969 members 
Mstep: Class 13 contains 6468 members 
Mstep: Class 14 contains 396 members 
Mstep: Class 15 contains 55882 members 
Mstep: Class 16 contains 57237 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 74470 members 
Mstep: Class 19 contains 4549 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 61919 members 
Mstep: Class 23 contains 3704 members 
Mstep: Class 24 contains 272248 members 
Mstep: Class 25 contains 12720 members 
Mstep: Class 26 contains 26008 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 393 members 
Mstep: Class 29 contains 8508 members 
Mstep: Class 30 contains 6152 members 
Mstep: Class 31 contains 203 members 
Mstep: Class 32 contains 196671 members 
Mstep: Class 33 contains 748 members 
Mstep: Class 34 contains 878 members 
Mstep: Class 35 contains 116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148038656.000000 Penalty: 121824.687500
Iteration 120F: 36 clusters Score -1.480387e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 782 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4279 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 53251 members 
Mstep: Class 6 contains 67397 members 
Mstep: Class 7 contains 39781 members 
Mstep: Class 8 contains 3573 members 
Mstep: Class 9 contains 228069 members 
Mstep: Class 10 contains 6285 members 
Mstep: Class 11 contains 31672 members 
Mstep: Class 12 contains 8936 members 
Mstep: Class 13 contains 6470 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 55899 members 
Mstep: Class 16 contains 57344 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 74341 members 
Mstep: Class 19 contains 4549 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 61894 members 
Mstep: Class 23 contains 3724 members 
Mstep: Class 24 contains 272233 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 26011 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 398 members 
Mstep: Class 29 contains 8512 members 
Mstep: Class 30 contains 6158 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 196633 members 
Mstep: Class 33 contains 760 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148039232.000000 Penalty: 121824.687500
Iteration 121Q: 36 clusters Score -1.480392e+08 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 779 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4284 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 53324 members 
Mstep: Class 6 contains 67393 members 
Mstep: Class 7 contains 39778 members 
Mstep: Class 8 contains 3571 members 
Mstep: Class 9 contains 228058 members 
Mstep: Class 10 contains 6286 members 
Mstep: Class 11 contains 31675 members 
Mstep: Class 12 contains 8892 members 
Mstep: Class 13 contains 6476 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 55914 members 
Mstep: Class 16 contains 57450 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 74211 members 
Mstep: Class 19 contains 4549 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 61867 members 
Mstep: Class 23 contains 3755 members 
Mstep: Class 24 contains 272212 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 26018 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 401 members 
Mstep: Class 29 contains 8516 members 
Mstep: Class 30 contains 6172 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 196612 members 
Mstep: Class 33 contains 759 members 
Mstep: Class 34 contains 870 members 
Mstep: Class 35 contains 125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148039728.000000 Penalty: 121824.687500
Iteration 122Q: 36 clusters Score -1.480397e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 779 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4291 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 53386 members 
Mstep: Class 6 contains 67381 members 
Mstep: Class 7 contains 39784 members 
Mstep: Class 8 contains 3570 members 
Mstep: Class 9 contains 228048 members 
Mstep: Class 10 contains 6286 members 
Mstep: Class 11 contains 31676 members 
Mstep: Class 12 contains 8841 members 
Mstep: Class 13 contains 6475 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 55936 members 
Mstep: Class 16 contains 57532 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 74099 members 
Mstep: Class 19 contains 4550 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 61848 members 
Mstep: Class 23 contains 3781 members 
Mstep: Class 24 contains 272200 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 26024 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 403 members 
Mstep: Class 29 contains 8520 members 
Mstep: Class 30 contains 6184 members 
Mstep: Class 31 contains 191 members 
Mstep: Class 32 contains 196603 members 
Mstep: Class 33 contains 758 members 
Mstep: Class 34 contains 868 members 
Mstep: Class 35 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148039888.000000 Penalty: 121824.687500
Iteration 123Q: 36 clusters Score -1.480399e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 779 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4289 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 53458 members 
Mstep: Class 6 contains 67373 members 
Mstep: Class 7 contains 39781 members 
Mstep: Class 8 contains 3571 members 
Mstep: Class 9 contains 228046 members 
Mstep: Class 10 contains 6288 members 
Mstep: Class 11 contains 31677 members 
Mstep: Class 12 contains 8812 members 
Mstep: Class 13 contains 6480 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 55966 members 
Mstep: Class 16 contains 57604 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 73984 members 
Mstep: Class 19 contains 4553 members 
Mstep: Class 20 contains 3675 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 61813 members 
Mstep: Class 23 contains 3798 members 
Mstep: Class 24 contains 272185 members 
Mstep: Class 25 contains 12718 members 
Mstep: Class 26 contains 26031 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 404 members 
Mstep: Class 29 contains 8520 members 
Mstep: Class 30 contains 6196 members 
Mstep: Class 31 contains 191 members 
Mstep: Class 32 contains 196590 members 
Mstep: Class 33 contains 758 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148039840.000000 Penalty: 121824.687500
Iteration 124Q: 36 clusters Score -1.480398e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 779 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4289 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 53518 members 
Mstep: Class 6 contains 67359 members 
Mstep: Class 7 contains 39774 members 
Mstep: Class 8 contains 3572 members 
Mstep: Class 9 contains 228025 members 
Mstep: Class 10 contains 6295 members 
Mstep: Class 11 contains 31682 members 
Mstep: Class 12 contains 8776 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 55994 members 
Mstep: Class 16 contains 57665 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 73901 members 
Mstep: Class 19 contains 4554 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 61780 members 
Mstep: Class 23 contains 3825 members 
Mstep: Class 24 contains 272189 members 
Mstep: Class 25 contains 12716 members 
Mstep: Class 26 contains 26036 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 405 members 
Mstep: Class 29 contains 8520 members 
Mstep: Class 30 contains 6209 members 
Mstep: Class 31 contains 191 members 
Mstep: Class 32 contains 196574 members 
Mstep: Class 33 contains 758 members 
Mstep: Class 34 contains 866 members 
Mstep: Class 35 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148039696.000000 Penalty: 121824.687500
Iteration 125Q: 36 clusters Score -1.480397e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 779 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4290 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 53550 members 
Mstep: Class 6 contains 67340 members 
Mstep: Class 7 contains 39773 members 
Mstep: Class 8 contains 3574 members 
Mstep: Class 9 contains 228011 members 
Mstep: Class 10 contains 6298 members 
Mstep: Class 11 contains 31686 members 
Mstep: Class 12 contains 8736 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 56024 members 
Mstep: Class 16 contains 57728 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 73828 members 
Mstep: Class 19 contains 4556 members 
Mstep: Class 20 contains 3672 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 61753 members 
Mstep: Class 23 contains 3864 members 
Mstep: Class 24 contains 272179 members 
Mstep: Class 25 contains 12715 members 
Mstep: Class 26 contains 26041 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8522 members 
Mstep: Class 30 contains 6219 members 
Mstep: Class 31 contains 191 members 
Mstep: Class 32 contains 196568 members 
Mstep: Class 33 contains 758 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148039808.000000 Penalty: 121824.687500
Iteration 126Q: 36 clusters Score -1.480398e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 779 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4292 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 53594 members 
Mstep: Class 6 contains 67332 members 
Mstep: Class 7 contains 39769 members 
Mstep: Class 8 contains 3577 members 
Mstep: Class 9 contains 227990 members 
Mstep: Class 10 contains 6305 members 
Mstep: Class 11 contains 31687 members 
Mstep: Class 12 contains 8695 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 56046 members 
Mstep: Class 16 contains 57784 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 73765 members 
Mstep: Class 19 contains 4557 members 
Mstep: Class 20 contains 3672 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 61726 members 
Mstep: Class 23 contains 3892 members 
Mstep: Class 24 contains 272175 members 
Mstep: Class 25 contains 12714 members 
Mstep: Class 26 contains 26041 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8521 members 
Mstep: Class 30 contains 6233 members 
Mstep: Class 31 contains 191 members 
Mstep: Class 32 contains 196559 members 
Mstep: Class 33 contains 758 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148039984.000000 Penalty: 121824.687500
Iteration 127Q: 36 clusters Score -1.4804e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 779 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4296 members 
Mstep: Class 3 contains 1871 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 53648 members 
Mstep: Class 6 contains 67310 members 
Mstep: Class 7 contains 39772 members 
Mstep: Class 8 contains 3576 members 
Mstep: Class 9 contains 227975 members 
Mstep: Class 10 contains 6303 members 
Mstep: Class 11 contains 31687 members 
Mstep: Class 12 contains 8659 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 56068 members 
Mstep: Class 16 contains 57824 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 73711 members 
Mstep: Class 19 contains 4557 members 
Mstep: Class 20 contains 3673 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 61695 members 
Mstep: Class 23 contains 3923 members 
Mstep: Class 24 contains 272164 members 
Mstep: Class 25 contains 12715 members 
Mstep: Class 26 contains 26043 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8519 members 
Mstep: Class 30 contains 6239 members 
Mstep: Class 31 contains 191 members 
Mstep: Class 32 contains 196563 members 
Mstep: Class 33 contains 758 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148040224.000000 Penalty: 121824.687500
Iteration 128Q: 36 clusters Score -1.480402e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 779 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 1871 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 53713 members 
Mstep: Class 6 contains 67287 members 
Mstep: Class 7 contains 39775 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 227966 members 
Mstep: Class 10 contains 6301 members 
Mstep: Class 11 contains 31689 members 
Mstep: Class 12 contains 8627 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 56082 members 
Mstep: Class 16 contains 57856 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 73652 members 
Mstep: Class 19 contains 4557 members 
Mstep: Class 20 contains 3673 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 61663 members 
Mstep: Class 23 contains 3949 members 
Mstep: Class 24 contains 272156 members 
Mstep: Class 25 contains 12716 members 
Mstep: Class 26 contains 26046 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8514 members 
Mstep: Class 30 contains 6248 members 
Mstep: Class 31 contains 191 members 
Mstep: Class 32 contains 196573 members 
Mstep: Class 33 contains 758 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148040128.000000 Penalty: 121824.687500
Iteration 129Q: 36 clusters Score -1.480401e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 779 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4297 members 
Mstep: Class 3 contains 1871 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 53785 members 
Mstep: Class 6 contains 67273 members 
Mstep: Class 7 contains 39773 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 227969 members 
Mstep: Class 10 contains 6302 members 
Mstep: Class 11 contains 31693 members 
Mstep: Class 12 contains 8559 members 
Mstep: Class 13 contains 6486 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 56108 members 
Mstep: Class 16 contains 57876 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 73597 members 
Mstep: Class 19 contains 4556 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 61635 members 
Mstep: Class 23 contains 3977 members 
Mstep: Class 24 contains 272145 members 
Mstep: Class 25 contains 12718 members 
Mstep: Class 26 contains 26054 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8511 members 
Mstep: Class 30 contains 6258 members 
Mstep: Class 31 contains 191 members 
Mstep: Class 32 contains 196576 members 
Mstep: Class 33 contains 758 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148040080.000000 Penalty: 121824.687500
Iteration 130Q: 36 clusters Score -1.480401e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 779 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4299 members 
Mstep: Class 3 contains 1872 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 53841 members 
Mstep: Class 6 contains 67253 members 
Mstep: Class 7 contains 39772 members 
Mstep: Class 8 contains 3586 members 
Mstep: Class 9 contains 227988 members 
Mstep: Class 10 contains 6301 members 
Mstep: Class 11 contains 31696 members 
Mstep: Class 12 contains 8502 members 
Mstep: Class 13 contains 6488 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 56129 members 
Mstep: Class 16 contains 57910 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 73546 members 
Mstep: Class 19 contains 4555 members 
Mstep: Class 20 contains 3675 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 61601 members 
Mstep: Class 23 contains 4011 members 
Mstep: Class 24 contains 272116 members 
Mstep: Class 25 contains 12720 members 
Mstep: Class 26 contains 26055 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8506 members 
Mstep: Class 30 contains 6268 members 
Mstep: Class 31 contains 191 members 
Mstep: Class 32 contains 196585 members 
Mstep: Class 33 contains 758 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148040096.000000 Penalty: 121824.687500
Iteration 131Q: 36 clusters Score -1.480401e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 779 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4310 members 
Mstep: Class 3 contains 1872 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 53916 members 
Mstep: Class 6 contains 67241 members 
Mstep: Class 7 contains 39768 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 228006 members 
Mstep: Class 10 contains 6301 members 
Mstep: Class 11 contains 31697 members 
Mstep: Class 12 contains 8454 members 
Mstep: Class 13 contains 6483 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 56145 members 
Mstep: Class 16 contains 57946 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 73494 members 
Mstep: Class 19 contains 4555 members 
Mstep: Class 20 contains 3675 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 61562 members 
Mstep: Class 23 contains 4041 members 
Mstep: Class 24 contains 272085 members 
Mstep: Class 25 contains 12723 members 
Mstep: Class 26 contains 26057 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8502 members 
Mstep: Class 30 contains 6281 members 
Mstep: Class 31 contains 191 members 
Mstep: Class 32 contains 196576 members 
Mstep: Class 33 contains 758 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148040128.000000 Penalty: 121824.687500
Iteration 132Q: 36 clusters Score -1.480401e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 779 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4313 members 
Mstep: Class 3 contains 1873 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 53999 members 
Mstep: Class 6 contains 67232 members 
Mstep: Class 7 contains 39765 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 228003 members 
Mstep: Class 10 contains 6299 members 
Mstep: Class 11 contains 31697 members 
Mstep: Class 12 contains 8400 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 397 members 
Mstep: Class 15 contains 56179 members 
Mstep: Class 16 contains 57971 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 73446 members 
Mstep: Class 19 contains 4556 members 
Mstep: Class 20 contains 3675 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 61518 members 
Mstep: Class 23 contains 4064 members 
Mstep: Class 24 contains 272066 members 
Mstep: Class 25 contains 12726 members 
Mstep: Class 26 contains 26062 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8501 members 
Mstep: Class 30 contains 6291 members 
Mstep: Class 31 contains 191 members 
Mstep: Class 32 contains 196573 members 
Mstep: Class 33 contains 758 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148040176.000000 Penalty: 121824.687500
Iteration 133Q: 36 clusters Score -1.480402e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 779 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4316 members 
Mstep: Class 3 contains 1875 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 54080 members 
Mstep: Class 6 contains 67219 members 
Mstep: Class 7 contains 39766 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 227992 members 
Mstep: Class 10 contains 6296 members 
Mstep: Class 11 contains 31699 members 
Mstep: Class 12 contains 8350 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56198 members 
Mstep: Class 16 contains 57995 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 73405 members 
Mstep: Class 19 contains 4559 members 
Mstep: Class 20 contains 3675 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 61468 members 
Mstep: Class 23 contains 4095 members 
Mstep: Class 24 contains 272057 members 
Mstep: Class 25 contains 12727 members 
Mstep: Class 26 contains 26064 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8501 members 
Mstep: Class 30 contains 6299 members 
Mstep: Class 31 contains 191 members 
Mstep: Class 32 contains 196569 members 
Mstep: Class 33 contains 758 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148040336.000000 Penalty: 121824.687500
Iteration 134Q: 36 clusters Score -1.480403e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 779 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4308 members 
Mstep: Class 3 contains 1878 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 54147 members 
Mstep: Class 6 contains 67207 members 
Mstep: Class 7 contains 39769 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 227997 members 
Mstep: Class 10 contains 6298 members 
Mstep: Class 11 contains 31702 members 
Mstep: Class 12 contains 8281 members 
Mstep: Class 13 contains 6488 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56229 members 
Mstep: Class 16 contains 58010 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 73354 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 61424 members 
Mstep: Class 23 contains 4134 members 
Mstep: Class 24 contains 272065 members 
Mstep: Class 25 contains 12727 members 
Mstep: Class 26 contains 26067 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8499 members 
Mstep: Class 30 contains 6314 members 
Mstep: Class 31 contains 191 members 
Mstep: Class 32 contains 196555 members 
Mstep: Class 33 contains 758 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148040304.000000 Penalty: 121824.687500
Iteration 135Q: 36 clusters Score -1.480403e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 779 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4315 members 
Mstep: Class 3 contains 1879 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 54221 members 
Mstep: Class 6 contains 67202 members 
Mstep: Class 7 contains 39769 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 227988 members 
Mstep: Class 10 contains 6300 members 
Mstep: Class 11 contains 31705 members 
Mstep: Class 12 contains 8217 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56263 members 
Mstep: Class 16 contains 58024 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 73307 members 
Mstep: Class 19 contains 4558 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 61381 members 
Mstep: Class 23 contains 4169 members 
Mstep: Class 24 contains 272059 members 
Mstep: Class 25 contains 12731 members 
Mstep: Class 26 contains 26070 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8498 members 
Mstep: Class 30 contains 6326 members 
Mstep: Class 31 contains 191 members 
Mstep: Class 32 contains 196543 members 
Mstep: Class 33 contains 758 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148040176.000000 Penalty: 121824.687500
Iteration 136Q: 36 clusters Score -1.480402e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 779 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4330 members 
Mstep: Class 3 contains 1879 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 54275 members 
Mstep: Class 6 contains 67194 members 
Mstep: Class 7 contains 39767 members 
Mstep: Class 8 contains 3584 members 
Mstep: Class 9 contains 227974 members 
Mstep: Class 10 contains 6302 members 
Mstep: Class 11 contains 31709 members 
Mstep: Class 12 contains 8166 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56291 members 
Mstep: Class 16 contains 58034 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 73262 members 
Mstep: Class 19 contains 4558 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 61335 members 
Mstep: Class 23 contains 4209 members 
Mstep: Class 24 contains 272058 members 
Mstep: Class 25 contains 12733 members 
Mstep: Class 26 contains 26072 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8499 members 
Mstep: Class 30 contains 6334 members 
Mstep: Class 31 contains 191 members 
Mstep: Class 32 contains 196538 members 
Mstep: Class 33 contains 758 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148040288.000000 Penalty: 121824.687500
Iteration 137Q: 36 clusters Score -1.480403e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 779 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4343 members 
Mstep: Class 3 contains 1878 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 54337 members 
Mstep: Class 6 contains 67192 members 
Mstep: Class 7 contains 39768 members 
Mstep: Class 8 contains 3584 members 
Mstep: Class 9 contains 227957 members 
Mstep: Class 10 contains 6298 members 
Mstep: Class 11 contains 31716 members 
Mstep: Class 12 contains 8117 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56318 members 
Mstep: Class 16 contains 58053 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 73224 members 
Mstep: Class 19 contains 4558 members 
Mstep: Class 20 contains 3675 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 61284 members 
Mstep: Class 23 contains 4247 members 
Mstep: Class 24 contains 272051 members 
Mstep: Class 25 contains 12741 members 
Mstep: Class 26 contains 26077 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8496 members 
Mstep: Class 30 contains 6342 members 
Mstep: Class 31 contains 191 members 
Mstep: Class 32 contains 196525 members 
Mstep: Class 33 contains 758 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148040464.000000 Penalty: 121824.687500
Iteration 138Q: 36 clusters Score -1.480405e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 779 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4358 members 
Mstep: Class 3 contains 1881 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 54410 members 
Mstep: Class 6 contains 67192 members 
Mstep: Class 7 contains 39767 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 227950 members 
Mstep: Class 10 contains 6298 members 
Mstep: Class 11 contains 31723 members 
Mstep: Class 12 contains 8054 members 
Mstep: Class 13 contains 6489 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56341 members 
Mstep: Class 16 contains 58067 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 73179 members 
Mstep: Class 19 contains 4558 members 
Mstep: Class 20 contains 3675 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 61237 members 
Mstep: Class 23 contains 4282 members 
Mstep: Class 24 contains 272048 members 
Mstep: Class 25 contains 12745 members 
Mstep: Class 26 contains 26080 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8494 members 
Mstep: Class 30 contains 6355 members 
Mstep: Class 31 contains 191 members 
Mstep: Class 32 contains 196508 members 
Mstep: Class 33 contains 758 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148040560.000000 Penalty: 121824.687500
Iteration 139Q: 36 clusters Score -1.480406e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 779 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4366 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 54475 members 
Mstep: Class 6 contains 67187 members 
Mstep: Class 7 contains 39765 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 227945 members 
Mstep: Class 10 contains 6294 members 
Mstep: Class 11 contains 31729 members 
Mstep: Class 12 contains 7981 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56368 members 
Mstep: Class 16 contains 58081 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 73138 members 
Mstep: Class 19 contains 4558 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 61185 members 
Mstep: Class 23 contains 4325 members 
Mstep: Class 24 contains 272057 members 
Mstep: Class 25 contains 12749 members 
Mstep: Class 26 contains 26081 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8493 members 
Mstep: Class 30 contains 6370 members 
Mstep: Class 31 contains 191 members 
Mstep: Class 32 contains 196500 members 
Mstep: Class 33 contains 758 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148040736.000000 Penalty: 121824.687500
Iteration 140F: 36 clusters Score -1.480407e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 770 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4372 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 54555 members 
Mstep: Class 6 contains 67178 members 
Mstep: Class 7 contains 39764 members 
Mstep: Class 8 contains 3579 members 
Mstep: Class 9 contains 227934 members 
Mstep: Class 10 contains 6296 members 
Mstep: Class 11 contains 31730 members 
Mstep: Class 12 contains 7905 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56406 members 
Mstep: Class 16 contains 58093 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 73085 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 61131 members 
Mstep: Class 23 contains 4362 members 
Mstep: Class 24 contains 272073 members 
Mstep: Class 25 contains 12755 members 
Mstep: Class 26 contains 26087 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8494 members 
Mstep: Class 30 contains 6374 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 196493 members 
Mstep: Class 33 contains 757 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148041568.000000 Penalty: 121824.687500
Iteration 141Q: 36 clusters Score -1.480416e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4379 members 
Mstep: Class 3 contains 1882 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 54635 members 
Mstep: Class 6 contains 67169 members 
Mstep: Class 7 contains 39761 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 227915 members 
Mstep: Class 10 contains 6300 members 
Mstep: Class 11 contains 31734 members 
Mstep: Class 12 contains 7863 members 
Mstep: Class 13 contains 6494 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56426 members 
Mstep: Class 16 contains 58103 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 73047 members 
Mstep: Class 19 contains 4562 members 
Mstep: Class 20 contains 3673 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 61071 members 
Mstep: Class 23 contains 4390 members 
Mstep: Class 24 contains 272076 members 
Mstep: Class 25 contains 12760 members 
Mstep: Class 26 contains 26094 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8493 members 
Mstep: Class 30 contains 6381 members 
Mstep: Class 31 contains 192 members 
Mstep: Class 32 contains 196488 members 
Mstep: Class 33 contains 756 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148041792.000000 Penalty: 121824.687500
Iteration 142Q: 36 clusters Score -1.480418e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4388 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 54690 members 
Mstep: Class 6 contains 67166 members 
Mstep: Class 7 contains 39754 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 227899 members 
Mstep: Class 10 contains 6301 members 
Mstep: Class 11 contains 31739 members 
Mstep: Class 12 contains 7826 members 
Mstep: Class 13 contains 6494 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56466 members 
Mstep: Class 16 contains 58112 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 73011 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 3673 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 61015 members 
Mstep: Class 23 contains 4422 members 
Mstep: Class 24 contains 272080 members 
Mstep: Class 25 contains 12762 members 
Mstep: Class 26 contains 26097 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8492 members 
Mstep: Class 30 contains 6389 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196467 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042000.000000 Penalty: 121824.687500
Iteration 143Q: 36 clusters Score -1.48042e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4404 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 1725 members 
Mstep: Class 5 contains 54731 members 
Mstep: Class 6 contains 67161 members 
Mstep: Class 7 contains 39750 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 227893 members 
Mstep: Class 10 contains 6301 members 
Mstep: Class 11 contains 31745 members 
Mstep: Class 12 contains 7794 members 
Mstep: Class 13 contains 6493 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56492 members 
Mstep: Class 16 contains 58118 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72974 members 
Mstep: Class 19 contains 4566 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60969 members 
Mstep: Class 23 contains 4440 members 
Mstep: Class 24 contains 272088 members 
Mstep: Class 25 contains 12762 members 
Mstep: Class 26 contains 26102 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8494 members 
Mstep: Class 30 contains 6398 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196452 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042320.000000 Penalty: 121824.687500
Iteration 144Q: 36 clusters Score -1.480423e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 54792 members 
Mstep: Class 6 contains 67153 members 
Mstep: Class 7 contains 39746 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 227886 members 
Mstep: Class 10 contains 6300 members 
Mstep: Class 11 contains 31751 members 
Mstep: Class 12 contains 7753 members 
Mstep: Class 13 contains 6494 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56525 members 
Mstep: Class 16 contains 58131 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72937 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3673 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60931 members 
Mstep: Class 23 contains 4463 members 
Mstep: Class 24 contains 272087 members 
Mstep: Class 25 contains 12763 members 
Mstep: Class 26 contains 26107 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8492 members 
Mstep: Class 30 contains 6404 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196432 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042224.000000 Penalty: 121824.687500
Iteration 145Q: 36 clusters Score -1.480422e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4418 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 54849 members 
Mstep: Class 6 contains 67152 members 
Mstep: Class 7 contains 39747 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 227886 members 
Mstep: Class 10 contains 6301 members 
Mstep: Class 11 contains 31758 members 
Mstep: Class 12 contains 7727 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56551 members 
Mstep: Class 16 contains 58149 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72884 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3672 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60882 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 272084 members 
Mstep: Class 25 contains 12765 members 
Mstep: Class 26 contains 26111 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8488 members 
Mstep: Class 30 contains 6405 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196417 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148041920.000000 Penalty: 121824.687500
Iteration 146Q: 36 clusters Score -1.480419e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4422 members 
Mstep: Class 3 contains 1898 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 54892 members 
Mstep: Class 6 contains 67144 members 
Mstep: Class 7 contains 39750 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 227885 members 
Mstep: Class 10 contains 6302 members 
Mstep: Class 11 contains 31762 members 
Mstep: Class 12 contains 7703 members 
Mstep: Class 13 contains 6497 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56567 members 
Mstep: Class 16 contains 58162 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72836 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3670 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60847 members 
Mstep: Class 23 contains 4514 members 
Mstep: Class 24 contains 272080 members 
Mstep: Class 25 contains 12765 members 
Mstep: Class 26 contains 26117 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8482 members 
Mstep: Class 30 contains 6414 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196413 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148041920.000000 Penalty: 121824.687500
Iteration 147Q: 36 clusters Score -1.480419e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4422 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 54937 members 
Mstep: Class 6 contains 67144 members 
Mstep: Class 7 contains 39750 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227887 members 
Mstep: Class 10 contains 6304 members 
Mstep: Class 11 contains 31763 members 
Mstep: Class 12 contains 7697 members 
Mstep: Class 13 contains 6495 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56588 members 
Mstep: Class 16 contains 58172 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72780 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3671 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60806 members 
Mstep: Class 23 contains 4539 members 
Mstep: Class 24 contains 272067 members 
Mstep: Class 25 contains 12766 members 
Mstep: Class 26 contains 26121 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8477 members 
Mstep: Class 30 contains 6421 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196410 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042144.000000 Penalty: 121824.687500
Iteration 148Q: 36 clusters Score -1.480421e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4426 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 54966 members 
Mstep: Class 6 contains 67149 members 
Mstep: Class 7 contains 39752 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227887 members 
Mstep: Class 10 contains 6307 members 
Mstep: Class 11 contains 31775 members 
Mstep: Class 12 contains 7682 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56609 members 
Mstep: Class 16 contains 58179 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72743 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3671 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60768 members 
Mstep: Class 23 contains 4565 members 
Mstep: Class 24 contains 272038 members 
Mstep: Class 25 contains 12768 members 
Mstep: Class 26 contains 26124 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8476 members 
Mstep: Class 30 contains 6425 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196404 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042304.000000 Penalty: 121824.687500
Iteration 149Q: 36 clusters Score -1.480423e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4428 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55003 members 
Mstep: Class 6 contains 67145 members 
Mstep: Class 7 contains 39754 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227882 members 
Mstep: Class 10 contains 6310 members 
Mstep: Class 11 contains 31777 members 
Mstep: Class 12 contains 7673 members 
Mstep: Class 13 contains 6507 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56622 members 
Mstep: Class 16 contains 58184 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72695 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3672 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60732 members 
Mstep: Class 23 contains 4585 members 
Mstep: Class 24 contains 272052 members 
Mstep: Class 25 contains 12769 members 
Mstep: Class 26 contains 26124 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8473 members 
Mstep: Class 30 contains 6426 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196397 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042208.000000 Penalty: 121824.687500
Iteration 150Q: 36 clusters Score -1.480422e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4433 members 
Mstep: Class 3 contains 1914 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55035 members 
Mstep: Class 6 contains 67139 members 
Mstep: Class 7 contains 39756 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227888 members 
Mstep: Class 10 contains 6310 members 
Mstep: Class 11 contains 31778 members 
Mstep: Class 12 contains 7680 members 
Mstep: Class 13 contains 6509 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56636 members 
Mstep: Class 16 contains 58188 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72651 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3673 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60698 members 
Mstep: Class 23 contains 4598 members 
Mstep: Class 24 contains 272038 members 
Mstep: Class 25 contains 12771 members 
Mstep: Class 26 contains 26126 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8467 members 
Mstep: Class 30 contains 6430 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196400 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042288.000000 Penalty: 121824.687500
Iteration 151Q: 36 clusters Score -1.480423e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4435 members 
Mstep: Class 3 contains 1921 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55061 members 
Mstep: Class 6 contains 67138 members 
Mstep: Class 7 contains 39755 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227895 members 
Mstep: Class 10 contains 6311 members 
Mstep: Class 11 contains 31782 members 
Mstep: Class 12 contains 7677 members 
Mstep: Class 13 contains 6510 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56649 members 
Mstep: Class 16 contains 58191 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72609 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3674 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60668 members 
Mstep: Class 23 contains 4608 members 
Mstep: Class 24 contains 272039 members 
Mstep: Class 25 contains 12776 members 
Mstep: Class 26 contains 26130 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8459 members 
Mstep: Class 30 contains 6431 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196399 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042544.000000 Penalty: 121824.687500
Iteration 152Q: 36 clusters Score -1.480425e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4437 members 
Mstep: Class 3 contains 1922 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55094 members 
Mstep: Class 6 contains 67134 members 
Mstep: Class 7 contains 39753 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227900 members 
Mstep: Class 10 contains 6310 members 
Mstep: Class 11 contains 31787 members 
Mstep: Class 12 contains 7666 members 
Mstep: Class 13 contains 6512 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56655 members 
Mstep: Class 16 contains 58190 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72580 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3675 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60634 members 
Mstep: Class 23 contains 4624 members 
Mstep: Class 24 contains 272042 members 
Mstep: Class 25 contains 12780 members 
Mstep: Class 26 contains 26131 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8456 members 
Mstep: Class 30 contains 6432 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196404 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042400.000000 Penalty: 121824.687500
Iteration 153Q: 36 clusters Score -1.480424e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4438 members 
Mstep: Class 3 contains 1926 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55119 members 
Mstep: Class 6 contains 67128 members 
Mstep: Class 7 contains 39748 members 
Mstep: Class 8 contains 3592 members 
Mstep: Class 9 contains 227910 members 
Mstep: Class 10 contains 6310 members 
Mstep: Class 11 contains 31785 members 
Mstep: Class 12 contains 7658 members 
Mstep: Class 13 contains 6514 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56661 members 
Mstep: Class 16 contains 58182 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72556 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60607 members 
Mstep: Class 23 contains 4646 members 
Mstep: Class 24 contains 272037 members 
Mstep: Class 25 contains 12782 members 
Mstep: Class 26 contains 26133 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8449 members 
Mstep: Class 30 contains 6438 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196414 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042432.000000 Penalty: 121824.687500
Iteration 154Q: 36 clusters Score -1.480424e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4438 members 
Mstep: Class 3 contains 1932 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55153 members 
Mstep: Class 6 contains 67121 members 
Mstep: Class 7 contains 39747 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227927 members 
Mstep: Class 10 contains 6309 members 
Mstep: Class 11 contains 31787 members 
Mstep: Class 12 contains 7661 members 
Mstep: Class 13 contains 6514 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56667 members 
Mstep: Class 16 contains 58188 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72527 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60568 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 272020 members 
Mstep: Class 25 contains 12785 members 
Mstep: Class 26 contains 26138 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8443 members 
Mstep: Class 30 contains 6443 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196418 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042272.000000 Penalty: 121824.687500
Iteration 155Q: 36 clusters Score -1.480423e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 1936 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55183 members 
Mstep: Class 6 contains 67112 members 
Mstep: Class 7 contains 39742 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227932 members 
Mstep: Class 10 contains 6309 members 
Mstep: Class 11 contains 31786 members 
Mstep: Class 12 contains 7664 members 
Mstep: Class 13 contains 6513 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56669 members 
Mstep: Class 16 contains 58192 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72495 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60537 members 
Mstep: Class 23 contains 4671 members 
Mstep: Class 24 contains 272020 members 
Mstep: Class 25 contains 12789 members 
Mstep: Class 26 contains 26141 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8439 members 
Mstep: Class 30 contains 6446 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196425 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042336.000000 Penalty: 121824.687500
Iteration 156Q: 36 clusters Score -1.480423e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1938 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55202 members 
Mstep: Class 6 contains 67106 members 
Mstep: Class 7 contains 39737 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227938 members 
Mstep: Class 10 contains 6310 members 
Mstep: Class 11 contains 31784 members 
Mstep: Class 12 contains 7677 members 
Mstep: Class 13 contains 6516 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56675 members 
Mstep: Class 16 contains 58196 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72473 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60505 members 
Mstep: Class 23 contains 4676 members 
Mstep: Class 24 contains 272012 members 
Mstep: Class 25 contains 12793 members 
Mstep: Class 26 contains 26144 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8437 members 
Mstep: Class 30 contains 6449 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196432 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042352.000000 Penalty: 121824.687500
Iteration 157Q: 36 clusters Score -1.480424e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1942 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55222 members 
Mstep: Class 6 contains 67098 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227939 members 
Mstep: Class 10 contains 6310 members 
Mstep: Class 11 contains 31787 members 
Mstep: Class 12 contains 7685 members 
Mstep: Class 13 contains 6519 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56681 members 
Mstep: Class 16 contains 58205 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72442 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60480 members 
Mstep: Class 23 contains 4679 members 
Mstep: Class 24 contains 272020 members 
Mstep: Class 25 contains 12794 members 
Mstep: Class 26 contains 26144 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8434 members 
Mstep: Class 30 contains 6451 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196434 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148042304.000000 Penalty: 121824.687500
Iteration 158Q: 36 clusters Score -1.480423e+08 nChanged 165
Entering ConstructFrom: 
Score: -148042304.000000 Penalty: 121824.687500
Entering ConstructFrom: 
Trying to split cluster 1 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -65102.617188 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -65102.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63615.011719 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -63615.01 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63994.445312 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -63994.45 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64114.976562 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -64114.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64324.742188 Penalty: 3179.446777
	Iteration 3F: 3 clusters Score -64324.74 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -64774.625000 Penalty: 3179.446777
	Iteration 4F: 3 clusters Score -64774.62 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -65118.917969 Penalty: 3179.446777
	Iteration 5F: 3 clusters Score -65118.92 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -65317.351562 Penalty: 3179.446777
	Iteration 6F: 3 clusters Score -65317.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -65454.492188 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -65454.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -65536.437500 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -65536.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -65549.070312 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -65549.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -65552.671875 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -65552.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -65561.460938 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -65561.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -65561.460938 Penalty: 3179.446777
	Iteration 12F: 3 clusters Score -65561.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1947 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55253 members 
Mstep: Class 6 contains 67082 members 
Mstep: Class 7 contains 39736 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227944 members 
Mstep: Class 10 contains 6308 members 
Mstep: Class 11 contains 31790 members 
Mstep: Class 12 contains 7689 members 
Mstep: Class 13 contains 6525 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56684 members 
Mstep: Class 16 contains 58213 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72414 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60457 members 
Mstep: Class 23 contains 4683 members 
Mstep: Class 24 contains 272022 members 
Mstep: Class 25 contains 12795 members 
Mstep: Class 26 contains 26144 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8427 members 
Mstep: Class 30 contains 6451 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196436 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 107 members 
Entering Unmasked Estep 
Score: -148041088.000000 Penalty: 125305.390625
Splitting cluster 1 changes total score from -148042304.000000 to -148041088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -519968.437500 Penalty: 2082.917236
	Iteration 0F: 2 clusters Score -519968.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -515777.343750 Penalty: 4165.834473
	Iteration 0F: 3 clusters Score -515777.3 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -516840.437500 Penalty: 4165.834473
	Iteration 1F: 3 clusters Score -516840.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -517088.312500 Penalty: 4165.834473
	Iteration 2F: 3 clusters Score -517088.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -517262.312500 Penalty: 4165.834473
	Iteration 3F: 3 clusters Score -517262.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -517406.812500 Penalty: 4165.834473
	Iteration 4Q: 3 clusters Score -517406.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -517516.500000 Penalty: 4165.834473
	Iteration 5Q: 3 clusters Score -517516.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -517612.687500 Penalty: 4165.834473
	Iteration 6Q: 3 clusters Score -517612.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -517700.187500 Penalty: 4165.834473
	Iteration 7Q: 3 clusters Score -517700.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -517776.093750 Penalty: 4165.834473
	Iteration 8Q: 3 clusters Score -517776.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -517842.906250 Penalty: 4165.834473
	Iteration 9Q: 3 clusters Score -517842.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -517900.625000 Penalty: 4165.834473
	Iteration 10Q: 3 clusters Score -517900.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -517950.781250 Penalty: 4165.834473
	Iteration 11Q: 3 clusters Score -517950.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -517998.968750 Penalty: 4165.834473
	Iteration 12Q: 3 clusters Score -517999 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -518032.843750 Penalty: 4165.834473
	Iteration 13Q: 3 clusters Score -518032.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -518070.343750 Penalty: 4165.834473
	Iteration 14Q: 3 clusters Score -518070.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -518109.437500 Penalty: 4165.834473
	Iteration 15Q: 3 clusters Score -518109.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -518148.812500 Penalty: 4165.834473
	Iteration 16Q: 3 clusters Score -518148.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -518175.656250 Penalty: 4165.834473
	Iteration 17Q: 3 clusters Score -518175.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -518203.218750 Penalty: 4165.834473
	Iteration 18Q: 3 clusters Score -518203.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -518218.812500 Penalty: 4165.834473
	Iteration 19Q: 3 clusters Score -518218.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -518238.062500 Penalty: 4165.834473
	Iteration 20F: 3 clusters Score -518238.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -518261.312500 Penalty: 4165.834473
	Iteration 21Q: 3 clusters Score -518261.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -518282.750000 Penalty: 4165.834473
	Iteration 22Q: 3 clusters Score -518282.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -518305.375000 Penalty: 4165.834473
	Iteration 23Q: 3 clusters Score -518305.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -518324.312500 Penalty: 4165.834473
	Iteration 24Q: 3 clusters Score -518324.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -518338.406250 Penalty: 4165.834473
	Iteration 25Q: 3 clusters Score -518338.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -518353.593750 Penalty: 4165.834473
	Iteration 26Q: 3 clusters Score -518353.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -518364.125000 Penalty: 4165.834473
	Iteration 27Q: 3 clusters Score -518364.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -518381.125000 Penalty: 4165.834473
	Iteration 28Q: 3 clusters Score -518381.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -518395.375000 Penalty: 4165.834473
	Iteration 29Q: 3 clusters Score -518395.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -518406.468750 Penalty: 4165.834473
	Iteration 30Q: 3 clusters Score -518406.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -518415.375000 Penalty: 4165.834473
	Iteration 31Q: 3 clusters Score -518415.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -518423.437500 Penalty: 4165.834473
	Iteration 32Q: 3 clusters Score -518423.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -518430.875000 Penalty: 4165.834473
	Iteration 33Q: 3 clusters Score -518430.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -518435.437500 Penalty: 4165.834473
	Iteration 34Q: 3 clusters Score -518435.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -518442.125000 Penalty: 4165.834473
	Iteration 35Q: 3 clusters Score -518442.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -518447.218750 Penalty: 4165.834473
	Iteration 36Q: 3 clusters Score -518447.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -518452.156250 Penalty: 4165.834473
	Iteration 37Q: 3 clusters Score -518452.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -518455.781250 Penalty: 4165.834473
	Iteration 38Q: 3 clusters Score -518455.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -518459.125000 Penalty: 4165.834473
	Iteration 39Q: 3 clusters Score -518459.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -518462.937500 Penalty: 4165.834473
	Iteration 40F: 3 clusters Score -518462.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -518464.718750 Penalty: 4165.834473
	Iteration 41Q: 3 clusters Score -518464.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -518469.968750 Penalty: 4165.834473
	Iteration 42Q: 3 clusters Score -518470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -518474.562500 Penalty: 4165.834473
	Iteration 43Q: 3 clusters Score -518474.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -518477.000000 Penalty: 4165.834473
	Iteration 44Q: 3 clusters Score -518477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -518480.468750 Penalty: 4165.834473
	Iteration 45Q: 3 clusters Score -518480.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -518484.968750 Penalty: 4165.834473
	Iteration 46Q: 3 clusters Score -518485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -518489.218750 Penalty: 4165.834473
	Iteration 47Q: 3 clusters Score -518489.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -518495.406250 Penalty: 4165.834473
	Iteration 48Q: 3 clusters Score -518495.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -518500.812500 Penalty: 4165.834473
	Iteration 49Q: 3 clusters Score -518500.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -518503.218750 Penalty: 4165.834473
	Iteration 50Q: 3 clusters Score -518503.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -518504.531250 Penalty: 4165.834473
	Iteration 51Q: 3 clusters Score -518504.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -518506.687500 Penalty: 4165.834473
	Iteration 52Q: 3 clusters Score -518506.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -518507.406250 Penalty: 4165.834473
	Iteration 53Q: 3 clusters Score -518507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -518507.531250 Penalty: 4165.834473
	Iteration 54Q: 3 clusters Score -518507.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -518508.125000 Penalty: 4165.834473
	Iteration 55Q: 3 clusters Score -518508.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -518508.125000 Penalty: 4165.834473
	Iteration 56F: 3 clusters Score -518508.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -229413.453125 Penalty: 1878.363159
	Iteration 0F: 2 clusters Score -229413.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -226867.734375 Penalty: 3756.726318
	Iteration 0F: 3 clusters Score -226867.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -227342.859375 Penalty: 3756.726318
	Iteration 1F: 3 clusters Score -227342.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -227485.921875 Penalty: 3756.726318
	Iteration 2F: 3 clusters Score -227485.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -227563.890625 Penalty: 3756.726318
	Iteration 3Q: 3 clusters Score -227563.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -227627.656250 Penalty: 3756.726318
	Iteration 4Q: 3 clusters Score -227627.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -227673.796875 Penalty: 3756.726318
	Iteration 5Q: 3 clusters Score -227673.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -227713.812500 Penalty: 3756.726318
	Iteration 6Q: 3 clusters Score -227713.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -227745.640625 Penalty: 3756.726318
	Iteration 7Q: 3 clusters Score -227745.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -227767.531250 Penalty: 3756.726318
	Iteration 8Q: 3 clusters Score -227767.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -227791.359375 Penalty: 3756.726318
	Iteration 9Q: 3 clusters Score -227791.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -227820.593750 Penalty: 3756.726318
	Iteration 10Q: 3 clusters Score -227820.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -227842.296875 Penalty: 3756.726318
	Iteration 11Q: 3 clusters Score -227842.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -227858.015625 Penalty: 3756.726318
	Iteration 12Q: 3 clusters Score -227858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -227871.156250 Penalty: 3756.726318
	Iteration 13Q: 3 clusters Score -227871.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -227880.156250 Penalty: 3756.726318
	Iteration 14Q: 3 clusters Score -227880.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -227888.843750 Penalty: 3756.726318
	Iteration 15Q: 3 clusters Score -227888.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -227900.890625 Penalty: 3756.726318
	Iteration 16Q: 3 clusters Score -227900.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -227908.046875 Penalty: 3756.726318
	Iteration 17Q: 3 clusters Score -227908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -227915.187500 Penalty: 3756.726318
	Iteration 18Q: 3 clusters Score -227915.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -227922.640625 Penalty: 3756.726318
	Iteration 19Q: 3 clusters Score -227922.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -227933.875000 Penalty: 3756.726318
	Iteration 20F: 3 clusters Score -227933.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -227941.156250 Penalty: 3756.726318
	Iteration 21Q: 3 clusters Score -227941.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -227949.734375 Penalty: 3756.726318
	Iteration 22Q: 3 clusters Score -227949.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -227956.843750 Penalty: 3756.726318
	Iteration 23Q: 3 clusters Score -227956.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -227963.031250 Penalty: 3756.726318
	Iteration 24Q: 3 clusters Score -227963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -227971.015625 Penalty: 3756.726318
	Iteration 25Q: 3 clusters Score -227971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -227977.015625 Penalty: 3756.726318
	Iteration 26Q: 3 clusters Score -227977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -227978.765625 Penalty: 3756.726318
	Iteration 27Q: 3 clusters Score -227978.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -227980.156250 Penalty: 3756.726318
	Iteration 28Q: 3 clusters Score -227980.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -227980.937500 Penalty: 3756.726318
	Iteration 29Q: 3 clusters Score -227980.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -227980.937500 Penalty: 3756.726318
	Iteration 30F: 3 clusters Score -227980.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Entering Unmasked Estep 
Score: -211676.468750 Penalty: 1848.483276
	Iteration 0F: 2 clusters Score -211676.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -209203.609375 Penalty: 3696.966553
	Iteration 0F: 3 clusters Score -209203.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -209623.421875 Penalty: 3696.966553
	Iteration 1F: 3 clusters Score -209623.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -209729.406250 Penalty: 3696.966553
	Iteration 2F: 3 clusters Score -209729.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -209803.765625 Penalty: 3696.966553
	Iteration 3Q: 3 clusters Score -209803.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -209840.531250 Penalty: 3696.966553
	Iteration 4Q: 3 clusters Score -209840.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -209867.781250 Penalty: 3696.966553
	Iteration 5Q: 3 clusters Score -209867.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -209883.234375 Penalty: 3696.966553
	Iteration 6Q: 3 clusters Score -209883.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -209890.734375 Penalty: 3696.966553
	Iteration 7Q: 3 clusters Score -209890.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -209900.062500 Penalty: 3696.966553
	Iteration 8Q: 3 clusters Score -209900.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -209905.109375 Penalty: 3696.966553
	Iteration 9Q: 3 clusters Score -209905.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -209911.078125 Penalty: 3696.966553
	Iteration 10Q: 3 clusters Score -209911.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -209911.968750 Penalty: 3696.966553
	Iteration 11Q: 3 clusters Score -209912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -209911.968750 Penalty: 3696.966553
	Iteration 12F: 3 clusters Score -209912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Entering Unmasked Estep 
Score: -6316163.000000 Penalty: 2708.080078
	Iteration 0F: 2 clusters Score -6316163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -6278855.500000 Penalty: 5416.160156
	Iteration 0F: 3 clusters Score -6278856 nChanged 25681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -6293402.500000 Penalty: 5416.160156
	Iteration 1F: 3 clusters Score -6293402 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -6294187.500000 Penalty: 5416.160156
	Iteration 2Q: 3 clusters Score -6294188 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -6294953.500000 Penalty: 5416.160156
	Iteration 3Q: 3 clusters Score -6294954 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -6295791.000000 Penalty: 5416.160156
	Iteration 4Q: 3 clusters Score -6295791 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -6296904.000000 Penalty: 5416.160156
	Iteration 5Q: 3 clusters Score -6296904 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -6298260.500000 Penalty: 5416.160156
	Iteration 6Q: 3 clusters Score -6298260 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -6299822.000000 Penalty: 5416.160156
	Iteration 7F: 3 clusters Score -6299822 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -6301438.500000 Penalty: 5416.160156
	Iteration 8F: 3 clusters Score -6301438 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -6303250.000000 Penalty: 5416.160156
	Iteration 9F: 3 clusters Score -6303250 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -6304854.500000 Penalty: 5416.160156
	Iteration 10Q: 3 clusters Score -6304854 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -6306435.500000 Penalty: 5416.160156
	Iteration 11Q: 3 clusters Score -6306436 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -6307725.000000 Penalty: 5416.160156
	Iteration 12Q: 3 clusters Score -6307725 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -6308650.000000 Penalty: 5416.160156
	Iteration 13Q: 3 clusters Score -6308650 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -6309256.000000 Penalty: 5416.160156
	Iteration 14Q: 3 clusters Score -6309256 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -6309617.500000 Penalty: 5416.160156
	Iteration 15Q: 3 clusters Score -6309618 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -6309952.000000 Penalty: 5416.160156
	Iteration 16Q: 3 clusters Score -6309952 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -6310266.500000 Penalty: 5416.160156
	Iteration 17Q: 3 clusters Score -6310266 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -6310589.500000 Penalty: 5416.160156
	Iteration 18Q: 3 clusters Score -6310590 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -6310810.000000 Penalty: 5416.160156
	Iteration 19Q: 3 clusters Score -6310810 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -6311061.000000 Penalty: 5416.160156
	Iteration 20F: 3 clusters Score -6311061 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -6311296.000000 Penalty: 5416.160156
	Iteration 21Q: 3 clusters Score -6311296 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -6311539.500000 Penalty: 5416.160156
	Iteration 22Q: 3 clusters Score -6311540 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -6311762.500000 Penalty: 5416.160156
	Iteration 23Q: 3 clusters Score -6311762 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 48645 members 
Entering Unmasked Estep 
Score: -6312019.500000 Penalty: 5416.160156
	Iteration 24Q: 3 clusters Score -6312020 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -6312263.500000 Penalty: 5416.160156
	Iteration 25Q: 3 clusters Score -6312264 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -6312536.500000 Penalty: 5416.160156
	Iteration 26Q: 3 clusters Score -6312536 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -6312799.000000 Penalty: 5416.160156
	Iteration 27Q: 3 clusters Score -6312799 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -6312982.500000 Penalty: 5416.160156
	Iteration 28Q: 3 clusters Score -6312982 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -6313151.000000 Penalty: 5416.160156
	Iteration 29Q: 3 clusters Score -6313151 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -6313347.500000 Penalty: 5416.160156
	Iteration 30Q: 3 clusters Score -6313348 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -6313555.000000 Penalty: 5416.160156
	Iteration 31Q: 3 clusters Score -6313555 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 52050 members 
Entering Unmasked Estep 
Score: -6313692.500000 Penalty: 5416.160156
	Iteration 32Q: 3 clusters Score -6313692 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -6313789.500000 Penalty: 5416.160156
	Iteration 33Q: 3 clusters Score -6313790 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -6313875.500000 Penalty: 5416.160156
	Iteration 34Q: 3 clusters Score -6313876 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -6313954.000000 Penalty: 5416.160156
	Iteration 35Q: 3 clusters Score -6313954 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -6314012.000000 Penalty: 5416.160156
	Iteration 36Q: 3 clusters Score -6314012 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -6314060.000000 Penalty: 5416.160156
	Iteration 37Q: 3 clusters Score -6314060 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -6314108.000000 Penalty: 5416.160156
	Iteration 38Q: 3 clusters Score -6314108 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -6314158.500000 Penalty: 5416.160156
	Iteration 39Q: 3 clusters Score -6314158 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -6314203.500000 Penalty: 5416.160156
	Iteration 40F: 3 clusters Score -6314204 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -6314238.500000 Penalty: 5416.160156
	Iteration 41Q: 3 clusters Score -6314238 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -6314268.000000 Penalty: 5416.160156
	Iteration 42Q: 3 clusters Score -6314268 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -6314284.000000 Penalty: 5416.160156
	Iteration 43Q: 3 clusters Score -6314284 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -6314290.000000 Penalty: 5416.160156
	Iteration 44Q: 3 clusters Score -6314290 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -6314298.000000 Penalty: 5416.160156
	Iteration 45Q: 3 clusters Score -6314298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 53108 members 
Entering Unmasked Estep 
Score: -6314316.000000 Penalty: 5416.160156
	Iteration 46Q: 3 clusters Score -6314316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -6314318.500000 Penalty: 5416.160156
	Iteration 47Q: 3 clusters Score -6314318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -6314336.500000 Penalty: 5416.160156
	Iteration 48Q: 3 clusters Score -6314336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -6314344.000000 Penalty: 5416.160156
	Iteration 49Q: 3 clusters Score -6314344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -6314340.500000 Penalty: 5416.160156
	Iteration 50Q: 3 clusters Score -6314340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -6314345.500000 Penalty: 5416.160156
	Iteration 51Q: 3 clusters Score -6314346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 53233 members 
Entering Unmasked Estep 
Score: -6314354.000000 Penalty: 5416.160156
	Iteration 52Q: 3 clusters Score -6314354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -6314360.500000 Penalty: 5416.160156
	Iteration 53Q: 3 clusters Score -6314360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -6314366.000000 Penalty: 5416.160156
	Iteration 54Q: 3 clusters Score -6314366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 53289 members 
Entering Unmasked Estep 
Score: -6314370.000000 Penalty: 5416.160156
	Iteration 55Q: 3 clusters Score -6314370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -6314367.500000 Penalty: 5416.160156
	Iteration 56Q: 3 clusters Score -6314368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -6314376.500000 Penalty: 5416.160156
	Iteration 57Q: 3 clusters Score -6314376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -6314378.500000 Penalty: 5416.160156
	Iteration 58Q: 3 clusters Score -6314378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -6314374.000000 Penalty: 5416.160156
	Iteration 59Q: 3 clusters Score -6314374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -6314374.000000 Penalty: 5416.160156
	Iteration 60F: 3 clusters Score -6314374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -6314388.500000 Penalty: 5416.160156
	Iteration 61Q: 3 clusters Score -6314388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -6314393.500000 Penalty: 5416.160156
	Iteration 62Q: 3 clusters Score -6314394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 53363 members 
Entering Unmasked Estep 
Score: -6314404.000000 Penalty: 5416.160156
	Iteration 63Q: 3 clusters Score -6314404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -6314403.500000 Penalty: 5416.160156
	Iteration 64Q: 3 clusters Score -6314404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -6314409.000000 Penalty: 5416.160156
	Iteration 65Q: 3 clusters Score -6314409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 53402 members 
Entering Unmasked Estep 
Score: -6314414.500000 Penalty: 5416.160156
	Iteration 66Q: 3 clusters Score -6314414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -6314427.500000 Penalty: 5416.160156
	Iteration 67Q: 3 clusters Score -6314428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 53419 members 
Entering Unmasked Estep 
Score: -6314423.500000 Penalty: 5416.160156
	Iteration 68Q: 3 clusters Score -6314424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -6314423.000000 Penalty: 5416.160156
	Iteration 69Q: 3 clusters Score -6314423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -6314424.000000 Penalty: 5416.160156
	Iteration 70Q: 3 clusters Score -6314424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 53431 members 
Entering Unmasked Estep 
Score: -6314435.000000 Penalty: 5416.160156
	Iteration 71Q: 3 clusters Score -6314435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 53433 members 
Entering Unmasked Estep 
Score: -6314432.500000 Penalty: 5416.160156
	Iteration 72Q: 3 clusters Score -6314432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -6314431.000000 Penalty: 5416.160156
	Iteration 73Q: 3 clusters Score -6314431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -6314429.500000 Penalty: 5416.160156
	Iteration 74Q: 3 clusters Score -6314430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -6314432.000000 Penalty: 5416.160156
	Iteration 75Q: 3 clusters Score -6314432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -6314434.000000 Penalty: 5416.160156
	Iteration 76Q: 3 clusters Score -6314434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -6314437.000000 Penalty: 5416.160156
	Iteration 77Q: 3 clusters Score -6314437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -6314437.000000 Penalty: 5416.160156
	Iteration 78F: 3 clusters Score -6314437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (67082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67082 members 
Entering Unmasked Estep 
Score: -8268402.000000 Penalty: 2756.190430
	Iteration 0F: 2 clusters Score -8268402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -8223357.000000 Penalty: 5512.380859
	Iteration 0F: 3 clusters Score -8223357 nChanged 31375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -8240924.500000 Penalty: 5512.380859
	Iteration 1F: 3 clusters Score -8240924 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -8241774.000000 Penalty: 5512.380859
	Iteration 2Q: 3 clusters Score -8241774 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -8242953.500000 Penalty: 5512.380859
	Iteration 3Q: 3 clusters Score -8242954 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -8244880.000000 Penalty: 5512.380859
	Iteration 4F: 3 clusters Score -8244880 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -8248284.000000 Penalty: 5512.380859
	Iteration 5F: 3 clusters Score -8248284 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -8253361.000000 Penalty: 5512.380859
	Iteration 6F: 3 clusters Score -8253361 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60157 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -8259124.500000 Penalty: 5512.380859
	Iteration 7F: 3 clusters Score -8259124 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64261 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -8263303.000000 Penalty: 5512.380859
	Iteration 8F: 3 clusters Score -8263303 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66057 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8265022.500000 Penalty: 5512.380859
	Iteration 9Q: 3 clusters Score -8265022 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8265567.500000 Penalty: 5512.380859
	Iteration 10Q: 3 clusters Score -8265568 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66753 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8265758.500000 Penalty: 5512.380859
	Iteration 11Q: 3 clusters Score -8265758 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66804 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8265839.000000 Penalty: 5512.380859
	Iteration 12Q: 3 clusters Score -8265839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66825 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8265892.500000 Penalty: 5512.380859
	Iteration 13Q: 3 clusters Score -8265892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8265930.000000 Penalty: 5512.380859
	Iteration 14Q: 3 clusters Score -8265930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8265952.500000 Penalty: 5512.380859
	Iteration 15Q: 3 clusters Score -8265952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8265960.500000 Penalty: 5512.380859
	Iteration 16Q: 3 clusters Score -8265960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66851 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8265971.500000 Penalty: 5512.380859
	Iteration 17Q: 3 clusters Score -8265972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66851 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8265971.500000 Penalty: 5512.380859
	Iteration 18F: 3 clusters Score -8265972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Entering Unmasked Estep 
Score: -4762358.500000 Penalty: 2626.322998
	Iteration 0F: 2 clusters Score -4762358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -4735478.500000 Penalty: 5252.645996
	Iteration 0F: 3 clusters Score -4735478 nChanged 18133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -4745399.500000 Penalty: 5252.645996
	Iteration 1F: 3 clusters Score -4745400 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -4745877.000000 Penalty: 5252.645996
	Iteration 2Q: 3 clusters Score -4745877 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -4746323.000000 Penalty: 5252.645996
	Iteration 3Q: 3 clusters Score -4746323 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -4746810.500000 Penalty: 5252.645996
	Iteration 4Q: 3 clusters Score -4746810 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -4747417.500000 Penalty: 5252.645996
	Iteration 5Q: 3 clusters Score -4747418 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -4748214.500000 Penalty: 5252.645996
	Iteration 6Q: 3 clusters Score -4748214 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -4749320.500000 Penalty: 5252.645996
	Iteration 7F: 3 clusters Score -4749320 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -4751042.000000 Penalty: 5252.645996
	Iteration 8F: 3 clusters Score -4751042 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -4753262.000000 Penalty: 5252.645996
	Iteration 9F: 3 clusters Score -4753262 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -4755596.500000 Penalty: 5252.645996
	Iteration 10F: 3 clusters Score -4755596 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -4757511.000000 Penalty: 5252.645996
	Iteration 11F: 3 clusters Score -4757511 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4758669.500000 Penalty: 5252.645996
	Iteration 12Q: 3 clusters Score -4758670 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4759308.500000 Penalty: 5252.645996
	Iteration 13Q: 3 clusters Score -4759308 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4759624.500000 Penalty: 5252.645996
	Iteration 14Q: 3 clusters Score -4759624 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4759805.000000 Penalty: 5252.645996
	Iteration 15Q: 3 clusters Score -4759805 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4759909.500000 Penalty: 5252.645996
	Iteration 16Q: 3 clusters Score -4759910 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4759986.000000 Penalty: 5252.645996
	Iteration 17Q: 3 clusters Score -4759986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4760034.500000 Penalty: 5252.645996
	Iteration 18Q: 3 clusters Score -4760034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4760055.500000 Penalty: 5252.645996
	Iteration 19Q: 3 clusters Score -4760056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4760066.000000 Penalty: 5252.645996
	Iteration 20F: 3 clusters Score -4760066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4760070.000000 Penalty: 5252.645996
	Iteration 21Q: 3 clusters Score -4760070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4760082.000000 Penalty: 5252.645996
	Iteration 22Q: 3 clusters Score -4760082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4760079.500000 Penalty: 5252.645996
	Iteration 23Q: 3 clusters Score -4760080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4760091.500000 Penalty: 5252.645996
	Iteration 24Q: 3 clusters Score -4760092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4760091.500000 Penalty: 5252.645996
	Iteration 25Q: 3 clusters Score -4760092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4760101.000000 Penalty: 5252.645996
	Iteration 26Q: 3 clusters Score -4760101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4760099.000000 Penalty: 5252.645996
	Iteration 27Q: 3 clusters Score -4760099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4760106.500000 Penalty: 5252.645996
	Iteration 28Q: 3 clusters Score -4760106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4760116.500000 Penalty: 5252.645996
	Iteration 29Q: 3 clusters Score -4760116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4760121.500000 Penalty: 5252.645996
	Iteration 30Q: 3 clusters Score -4760122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4760122.500000 Penalty: 5252.645996
	Iteration 31Q: 3 clusters Score -4760122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4760120.000000 Penalty: 5252.645996
	Iteration 32Q: 3 clusters Score -4760120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4760121.000000 Penalty: 5252.645996
	Iteration 33Q: 3 clusters Score -4760121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4760119.500000 Penalty: 5252.645996
	Iteration 34Q: 3 clusters Score -4760120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4760119.500000 Penalty: 5252.645996
	Iteration 35F: 3 clusters Score -4760120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Entering Unmasked Estep 
Score: -415970.375000 Penalty: 2030.174072
	Iteration 0F: 2 clusters Score -415970.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -412364.437500 Penalty: 4060.348145
	Iteration 0F: 3 clusters Score -412364.4 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -413153.406250 Penalty: 4060.348145
	Iteration 1F: 3 clusters Score -413153.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -413316.156250 Penalty: 4060.348145
	Iteration 2F: 3 clusters Score -413316.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -413406.156250 Penalty: 4060.348145
	Iteration 3Q: 3 clusters Score -413406.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -413494.968750 Penalty: 4060.348145
	Iteration 4Q: 3 clusters Score -413495 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -413591.093750 Penalty: 4060.348145
	Iteration 5Q: 3 clusters Score -413591.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -413659.781250 Penalty: 4060.348145
	Iteration 6Q: 3 clusters Score -413659.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -413715.812500 Penalty: 4060.348145
	Iteration 7Q: 3 clusters Score -413715.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -413790.375000 Penalty: 4060.348145
	Iteration 8Q: 3 clusters Score -413790.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -413850.062500 Penalty: 4060.348145
	Iteration 9Q: 3 clusters Score -413850.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -413915.812500 Penalty: 4060.348145
	Iteration 10Q: 3 clusters Score -413915.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -413969.375000 Penalty: 4060.348145
	Iteration 11Q: 3 clusters Score -413969.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -414029.437500 Penalty: 4060.348145
	Iteration 12Q: 3 clusters Score -414029.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -414101.218750 Penalty: 4060.348145
	Iteration 13Q: 3 clusters Score -414101.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -414188.875000 Penalty: 4060.348145
	Iteration 14Q: 3 clusters Score -414188.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -414285.968750 Penalty: 4060.348145
	Iteration 15Q: 3 clusters Score -414286 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -414378.968750 Penalty: 4060.348145
	Iteration 16Q: 3 clusters Score -414379 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -414479.437500 Penalty: 4060.348145
	Iteration 17Q: 3 clusters Score -414479.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -414593.250000 Penalty: 4060.348145
	Iteration 18Q: 3 clusters Score -414593.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -414689.250000 Penalty: 4060.348145
	Iteration 19Q: 3 clusters Score -414689.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -414779.750000 Penalty: 4060.348145
	Iteration 20F: 3 clusters Score -414779.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -414860.843750 Penalty: 4060.348145
	Iteration 21Q: 3 clusters Score -414860.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -414920.281250 Penalty: 4060.348145
	Iteration 22Q: 3 clusters Score -414920.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -414961.468750 Penalty: 4060.348145
	Iteration 23Q: 3 clusters Score -414961.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -414991.125000 Penalty: 4060.348145
	Iteration 24Q: 3 clusters Score -414991.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -415009.500000 Penalty: 4060.348145
	Iteration 25Q: 3 clusters Score -415009.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -415023.250000 Penalty: 4060.348145
	Iteration 26Q: 3 clusters Score -415023.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -415032.406250 Penalty: 4060.348145
	Iteration 27Q: 3 clusters Score -415032.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -415039.031250 Penalty: 4060.348145
	Iteration 28Q: 3 clusters Score -415039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -415044.750000 Penalty: 4060.348145
	Iteration 29Q: 3 clusters Score -415044.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -415052.000000 Penalty: 4060.348145
	Iteration 30Q: 3 clusters Score -415052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -415058.531250 Penalty: 4060.348145
	Iteration 31Q: 3 clusters Score -415058.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -415060.843750 Penalty: 4060.348145
	Iteration 32Q: 3 clusters Score -415060.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -415060.843750 Penalty: 4060.348145
	Iteration 33F: 3 clusters Score -415060.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (227944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227944 members 
Entering Unmasked Estep 
Score: -27983054.000000 Penalty: 3059.540039
	Iteration 0F: 2 clusters Score -2.798305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113945 members 
Mstep: Class 2 contains 113999 members 
Entering Unmasked Estep 
Score: -27836258.000000 Penalty: 6119.080078
	Iteration 0F: 3 clusters Score -2.783626e+07 nChanged 109851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117048 members 
Mstep: Class 2 contains 110896 members 
Entering Unmasked Estep 
Score: -27901880.000000 Penalty: 6119.080078
	Iteration 1F: 3 clusters Score -2.790188e+07 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119478 members 
Mstep: Class 2 contains 108466 members 
Entering Unmasked Estep 
Score: -27905018.000000 Penalty: 6119.080078
	Iteration 2Q: 3 clusters Score -2.790502e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123240 members 
Mstep: Class 2 contains 104704 members 
Entering Unmasked Estep 
Score: -27910154.000000 Penalty: 6119.080078
	Iteration 3Q: 3 clusters Score -2.791015e+07 nChanged 13173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128539 members 
Mstep: Class 2 contains 99405 members 
Entering Unmasked Estep 
Score: -27917084.000000 Penalty: 6119.080078
	Iteration 4F: 3 clusters Score -2.791708e+07 nChanged 14791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135414 members 
Mstep: Class 2 contains 92530 members 
Entering Unmasked Estep 
Score: -27926770.000000 Penalty: 6119.080078
	Iteration 5F: 3 clusters Score -2.792677e+07 nChanged 15447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143161 members 
Mstep: Class 2 contains 84783 members 
Entering Unmasked Estep 
Score: -27938340.000000 Penalty: 6119.080078
	Iteration 6F: 3 clusters Score -2.793834e+07 nChanged 14628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150335 members 
Mstep: Class 2 contains 77609 members 
Entering Unmasked Estep 
Score: -27949560.000000 Penalty: 6119.080078
	Iteration 7F: 3 clusters Score -2.794956e+07 nChanged 12257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156026 members 
Mstep: Class 2 contains 71918 members 
Entering Unmasked Estep 
Score: -27957362.000000 Penalty: 6119.080078
	Iteration 8F: 3 clusters Score -2.795736e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160618 members 
Mstep: Class 2 contains 67326 members 
Entering Unmasked Estep 
Score: -27961542.000000 Penalty: 6119.080078
	Iteration 9Q: 3 clusters Score -2.796154e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164783 members 
Mstep: Class 2 contains 63161 members 
Entering Unmasked Estep 
Score: -27963792.000000 Penalty: 6119.080078
	Iteration 10Q: 3 clusters Score -2.796379e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169013 members 
Mstep: Class 2 contains 58931 members 
Entering Unmasked Estep 
Score: -27965336.000000 Penalty: 6119.080078
	Iteration 11Q: 3 clusters Score -2.796534e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173290 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -27966714.000000 Penalty: 6119.080078
	Iteration 12Q: 3 clusters Score -2.796671e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177703 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -27968336.000000 Penalty: 6119.080078
	Iteration 13Q: 3 clusters Score -2.796834e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182082 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -27970026.000000 Penalty: 6119.080078
	Iteration 14Q: 3 clusters Score -2.797003e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186432 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -27971656.000000 Penalty: 6119.080078
	Iteration 15Q: 3 clusters Score -2.797166e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190651 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -27973186.000000 Penalty: 6119.080078
	Iteration 16Q: 3 clusters Score -2.797319e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194576 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -27974350.000000 Penalty: 6119.080078
	Iteration 17Q: 3 clusters Score -2.797435e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198247 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -27975722.000000 Penalty: 6119.080078
	Iteration 18Q: 3 clusters Score -2.797572e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201750 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -27977078.000000 Penalty: 6119.080078
	Iteration 19Q: 3 clusters Score -2.797708e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204911 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -27978204.000000 Penalty: 6119.080078
	Iteration 20F: 3 clusters Score -2.79782e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207798 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -27979182.000000 Penalty: 6119.080078
	Iteration 21Q: 3 clusters Score -2.797918e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210284 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -27979840.000000 Penalty: 6119.080078
	Iteration 22Q: 3 clusters Score -2.797984e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212387 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -27980506.000000 Penalty: 6119.080078
	Iteration 23Q: 3 clusters Score -2.798051e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214146 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -27980904.000000 Penalty: 6119.080078
	Iteration 24Q: 3 clusters Score -2.79809e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215653 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -27981384.000000 Penalty: 6119.080078
	Iteration 25Q: 3 clusters Score -2.798138e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216953 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -27981628.000000 Penalty: 6119.080078
	Iteration 26Q: 3 clusters Score -2.798163e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218157 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -27981886.000000 Penalty: 6119.080078
	Iteration 27Q: 3 clusters Score -2.798189e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219135 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -27982036.000000 Penalty: 6119.080078
	Iteration 28Q: 3 clusters Score -2.798204e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219958 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -27982250.000000 Penalty: 6119.080078
	Iteration 29Q: 3 clusters Score -2.798225e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220631 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -27982322.000000 Penalty: 6119.080078
	Iteration 30Q: 3 clusters Score -2.798232e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221179 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -27982384.000000 Penalty: 6119.080078
	Iteration 31Q: 3 clusters Score -2.798238e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221626 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -27982336.000000 Penalty: 6119.080078
	Iteration 32Q: 3 clusters Score -2.798234e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221993 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -27982336.000000 Penalty: 6119.080078
	Iteration 33Q: 3 clusters Score -2.798234e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222312 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -27982352.000000 Penalty: 6119.080078
	Iteration 34Q: 3 clusters Score -2.798235e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222568 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -27982356.000000 Penalty: 6119.080078
	Iteration 35Q: 3 clusters Score -2.798236e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222784 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -27982332.000000 Penalty: 6119.080078
	Iteration 36Q: 3 clusters Score -2.798233e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222982 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -27982288.000000 Penalty: 6119.080078
	Iteration 37Q: 3 clusters Score -2.798229e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223176 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -27982318.000000 Penalty: 6119.080078
	Iteration 38Q: 3 clusters Score -2.798232e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223326 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -27982326.000000 Penalty: 6119.080078
	Iteration 39Q: 3 clusters Score -2.798233e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223467 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -27982366.000000 Penalty: 6119.080078
	Iteration 40F: 3 clusters Score -2.798237e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223585 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -27982336.000000 Penalty: 6119.080078
	Iteration 41Q: 3 clusters Score -2.798234e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223681 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -27982304.000000 Penalty: 6119.080078
	Iteration 42Q: 3 clusters Score -2.79823e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223776 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -27982266.000000 Penalty: 6119.080078
	Iteration 43Q: 3 clusters Score -2.798227e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223863 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -27982292.000000 Penalty: 6119.080078
	Iteration 44Q: 3 clusters Score -2.798229e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223939 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -27982290.000000 Penalty: 6119.080078
	Iteration 45Q: 3 clusters Score -2.798229e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223999 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -27982310.000000 Penalty: 6119.080078
	Iteration 46Q: 3 clusters Score -2.798231e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224060 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -27982260.000000 Penalty: 6119.080078
	Iteration 47Q: 3 clusters Score -2.798226e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224123 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -27982248.000000 Penalty: 6119.080078
	Iteration 48Q: 3 clusters Score -2.798225e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224187 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -27982226.000000 Penalty: 6119.080078
	Iteration 49Q: 3 clusters Score -2.798223e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224249 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -27982222.000000 Penalty: 6119.080078
	Iteration 50Q: 3 clusters Score -2.798222e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224302 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -27982216.000000 Penalty: 6119.080078
	Iteration 51Q: 3 clusters Score -2.798222e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224354 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -27982228.000000 Penalty: 6119.080078
	Iteration 52Q: 3 clusters Score -2.798223e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224397 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -27982232.000000 Penalty: 6119.080078
	Iteration 53Q: 3 clusters Score -2.798223e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224450 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -27982260.000000 Penalty: 6119.080078
	Iteration 54Q: 3 clusters Score -2.798226e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224480 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -27982270.000000 Penalty: 6119.080078
	Iteration 55Q: 3 clusters Score -2.798227e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224516 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -27982248.000000 Penalty: 6119.080078
	Iteration 56Q: 3 clusters Score -2.798225e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224542 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -27982248.000000 Penalty: 6119.080078
	Iteration 57Q: 3 clusters Score -2.798225e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224562 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -27982254.000000 Penalty: 6119.080078
	Iteration 58Q: 3 clusters Score -2.798225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224573 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -27982236.000000 Penalty: 6119.080078
	Iteration 59Q: 3 clusters Score -2.798224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224590 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -27982252.000000 Penalty: 6119.080078
	Iteration 60F: 3 clusters Score -2.798225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224602 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -27982258.000000 Penalty: 6119.080078
	Iteration 61Q: 3 clusters Score -2.798226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224613 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -27982268.000000 Penalty: 6119.080078
	Iteration 62Q: 3 clusters Score -2.798227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224622 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -27982280.000000 Penalty: 6119.080078
	Iteration 63Q: 3 clusters Score -2.798228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224628 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -27982272.000000 Penalty: 6119.080078
	Iteration 64Q: 3 clusters Score -2.798227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224637 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -27982268.000000 Penalty: 6119.080078
	Iteration 65Q: 3 clusters Score -2.798227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224646 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -27982272.000000 Penalty: 6119.080078
	Iteration 66Q: 3 clusters Score -2.798227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224652 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -27982286.000000 Penalty: 6119.080078
	Iteration 67Q: 3 clusters Score -2.798229e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224658 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -27982292.000000 Penalty: 6119.080078
	Iteration 68Q: 3 clusters Score -2.798229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224663 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -27982278.000000 Penalty: 6119.080078
	Iteration 69Q: 3 clusters Score -2.798228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224671 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -27982264.000000 Penalty: 6119.080078
	Iteration 70Q: 3 clusters Score -2.798226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224677 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -27982282.000000 Penalty: 6119.080078
	Iteration 71Q: 3 clusters Score -2.798228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224681 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -27982296.000000 Penalty: 6119.080078
	Iteration 72Q: 3 clusters Score -2.79823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224685 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -27982300.000000 Penalty: 6119.080078
	Iteration 73Q: 3 clusters Score -2.79823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224688 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -27982304.000000 Penalty: 6119.080078
	Iteration 74Q: 3 clusters Score -2.79823e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224692 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -27982302.000000 Penalty: 6119.080078
	Iteration 75Q: 3 clusters Score -2.79823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224697 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -27982302.000000 Penalty: 6119.080078
	Iteration 76Q: 3 clusters Score -2.79823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224705 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -27982290.000000 Penalty: 6119.080078
	Iteration 77Q: 3 clusters Score -2.798229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224712 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -27982288.000000 Penalty: 6119.080078
	Iteration 78Q: 3 clusters Score -2.798229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224719 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -27982288.000000 Penalty: 6119.080078
	Iteration 79Q: 3 clusters Score -2.798229e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224724 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -27982292.000000 Penalty: 6119.080078
	Iteration 80F: 3 clusters Score -2.798229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224729 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -27982298.000000 Penalty: 6119.080078
	Iteration 81Q: 3 clusters Score -2.79823e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224735 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -27982286.000000 Penalty: 6119.080078
	Iteration 82Q: 3 clusters Score -2.798229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224740 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -27982292.000000 Penalty: 6119.080078
	Iteration 83Q: 3 clusters Score -2.798229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224746 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -27982278.000000 Penalty: 6119.080078
	Iteration 84Q: 3 clusters Score -2.798228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224752 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -27982280.000000 Penalty: 6119.080078
	Iteration 85Q: 3 clusters Score -2.798228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224760 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -27982284.000000 Penalty: 6119.080078
	Iteration 86Q: 3 clusters Score -2.798228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224766 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -27982282.000000 Penalty: 6119.080078
	Iteration 87Q: 3 clusters Score -2.798228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224769 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -27982278.000000 Penalty: 6119.080078
	Iteration 88Q: 3 clusters Score -2.798228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224769 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -27982278.000000 Penalty: 6119.080078
	Iteration 89F: 3 clusters Score -2.798228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Entering Unmasked Estep 
Score: -742650.125000 Penalty: 2169.894287
	Iteration 0F: 2 clusters Score -742650.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -737309.000000 Penalty: 4339.788574
	Iteration 0F: 3 clusters Score -737309 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -738622.250000 Penalty: 4339.788574
	Iteration 1F: 3 clusters Score -738622.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -738853.187500 Penalty: 4339.788574
	Iteration 2F: 3 clusters Score -738853.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -739000.125000 Penalty: 4339.788574
	Iteration 3Q: 3 clusters Score -739000.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -739109.812500 Penalty: 4339.788574
	Iteration 4Q: 3 clusters Score -739109.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -739194.500000 Penalty: 4339.788574
	Iteration 5Q: 3 clusters Score -739194.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -739261.312500 Penalty: 4339.788574
	Iteration 6Q: 3 clusters Score -739261.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -739317.375000 Penalty: 4339.788574
	Iteration 7Q: 3 clusters Score -739317.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -739371.750000 Penalty: 4339.788574
	Iteration 8Q: 3 clusters Score -739371.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -739420.625000 Penalty: 4339.788574
	Iteration 9Q: 3 clusters Score -739420.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -739462.625000 Penalty: 4339.788574
	Iteration 10Q: 3 clusters Score -739462.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -739496.562500 Penalty: 4339.788574
	Iteration 11Q: 3 clusters Score -739496.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -739523.187500 Penalty: 4339.788574
	Iteration 12Q: 3 clusters Score -739523.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -739548.187500 Penalty: 4339.788574
	Iteration 13Q: 3 clusters Score -739548.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -739563.750000 Penalty: 4339.788574
	Iteration 14Q: 3 clusters Score -739563.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -739578.187500 Penalty: 4339.788574
	Iteration 15Q: 3 clusters Score -739578.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -739592.562500 Penalty: 4339.788574
	Iteration 16Q: 3 clusters Score -739592.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -739606.687500 Penalty: 4339.788574
	Iteration 17Q: 3 clusters Score -739606.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -739626.375000 Penalty: 4339.788574
	Iteration 18Q: 3 clusters Score -739626.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -739649.250000 Penalty: 4339.788574
	Iteration 19Q: 3 clusters Score -739649.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -739678.562500 Penalty: 4339.788574
	Iteration 20F: 3 clusters Score -739678.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -739709.250000 Penalty: 4339.788574
	Iteration 21Q: 3 clusters Score -739709.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -739731.750000 Penalty: 4339.788574
	Iteration 22Q: 3 clusters Score -739731.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -739740.812500 Penalty: 4339.788574
	Iteration 23Q: 3 clusters Score -739740.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -739750.625000 Penalty: 4339.788574
	Iteration 24Q: 3 clusters Score -739750.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -739757.812500 Penalty: 4339.788574
	Iteration 25Q: 3 clusters Score -739757.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -739767.000000 Penalty: 4339.788574
	Iteration 26Q: 3 clusters Score -739767 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -739780.750000 Penalty: 4339.788574
	Iteration 27Q: 3 clusters Score -739780.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -739791.437500 Penalty: 4339.788574
	Iteration 28Q: 3 clusters Score -739791.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -739803.687500 Penalty: 4339.788574
	Iteration 29Q: 3 clusters Score -739803.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -739814.875000 Penalty: 4339.788574
	Iteration 30Q: 3 clusters Score -739814.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -739827.937500 Penalty: 4339.788574
	Iteration 31Q: 3 clusters Score -739827.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -739838.812500 Penalty: 4339.788574
	Iteration 32Q: 3 clusters Score -739838.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -739849.437500 Penalty: 4339.788574
	Iteration 33Q: 3 clusters Score -739849.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -739860.250000 Penalty: 4339.788574
	Iteration 34Q: 3 clusters Score -739860.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -739872.625000 Penalty: 4339.788574
	Iteration 35Q: 3 clusters Score -739872.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -739891.812500 Penalty: 4339.788574
	Iteration 36Q: 3 clusters Score -739891.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -739918.375000 Penalty: 4339.788574
	Iteration 37Q: 3 clusters Score -739918.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -739937.312500 Penalty: 4339.788574
	Iteration 38Q: 3 clusters Score -739937.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -739950.875000 Penalty: 4339.788574
	Iteration 39Q: 3 clusters Score -739950.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -739966.750000 Penalty: 4339.788574
	Iteration 40F: 3 clusters Score -739966.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -739980.500000 Penalty: 4339.788574
	Iteration 41Q: 3 clusters Score -739980.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -740001.125000 Penalty: 4339.788574
	Iteration 42Q: 3 clusters Score -740001.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -740020.750000 Penalty: 4339.788574
	Iteration 43Q: 3 clusters Score -740020.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -740037.875000 Penalty: 4339.788574
	Iteration 44Q: 3 clusters Score -740037.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -740055.437500 Penalty: 4339.788574
	Iteration 45Q: 3 clusters Score -740055.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -740078.062500 Penalty: 4339.788574
	Iteration 46Q: 3 clusters Score -740078.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -740100.250000 Penalty: 4339.788574
	Iteration 47Q: 3 clusters Score -740100.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -740117.562500 Penalty: 4339.788574
	Iteration 48Q: 3 clusters Score -740117.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -740142.687500 Penalty: 4339.788574
	Iteration 49Q: 3 clusters Score -740142.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -740156.625000 Penalty: 4339.788574
	Iteration 50Q: 3 clusters Score -740156.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -740174.187500 Penalty: 4339.788574
	Iteration 51Q: 3 clusters Score -740174.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -740191.562500 Penalty: 4339.788574
	Iteration 52Q: 3 clusters Score -740191.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -740212.125000 Penalty: 4339.788574
	Iteration 53Q: 3 clusters Score -740212.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -740228.937500 Penalty: 4339.788574
	Iteration 54Q: 3 clusters Score -740228.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -740247.437500 Penalty: 4339.788574
	Iteration 55Q: 3 clusters Score -740247.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -740257.125000 Penalty: 4339.788574
	Iteration 56Q: 3 clusters Score -740257.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -740272.812500 Penalty: 4339.788574
	Iteration 57Q: 3 clusters Score -740272.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -740285.562500 Penalty: 4339.788574
	Iteration 58Q: 3 clusters Score -740285.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -740291.250000 Penalty: 4339.788574
	Iteration 59Q: 3 clusters Score -740291.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -740298.437500 Penalty: 4339.788574
	Iteration 60F: 3 clusters Score -740298.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -740307.437500 Penalty: 4339.788574
	Iteration 61Q: 3 clusters Score -740307.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -740312.937500 Penalty: 4339.788574
	Iteration 62Q: 3 clusters Score -740312.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -740317.625000 Penalty: 4339.788574
	Iteration 63Q: 3 clusters Score -740317.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -740326.375000 Penalty: 4339.788574
	Iteration 64Q: 3 clusters Score -740326.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -740331.250000 Penalty: 4339.788574
	Iteration 65Q: 3 clusters Score -740331.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -740337.062500 Penalty: 4339.788574
	Iteration 66Q: 3 clusters Score -740337.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -740343.187500 Penalty: 4339.788574
	Iteration 67Q: 3 clusters Score -740343.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -740346.000000 Penalty: 4339.788574
	Iteration 68Q: 3 clusters Score -740346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -740348.562500 Penalty: 4339.788574
	Iteration 69Q: 3 clusters Score -740348.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -740350.125000 Penalty: 4339.788574
	Iteration 70Q: 3 clusters Score -740350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -740349.500000 Penalty: 4339.788574
	Iteration 71Q: 3 clusters Score -740349.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -740352.000000 Penalty: 4339.788574
	Iteration 72Q: 3 clusters Score -740352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -740353.875000 Penalty: 4339.788574
	Iteration 73Q: 3 clusters Score -740353.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -740359.062500 Penalty: 4339.788574
	Iteration 74Q: 3 clusters Score -740359.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -740363.062500 Penalty: 4339.788574
	Iteration 75Q: 3 clusters Score -740363.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -740367.062500 Penalty: 4339.788574
	Iteration 76Q: 3 clusters Score -740367.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -740371.125000 Penalty: 4339.788574
	Iteration 77Q: 3 clusters Score -740371.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -740375.375000 Penalty: 4339.788574
	Iteration 78Q: 3 clusters Score -740375.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -740380.312500 Penalty: 4339.788574
	Iteration 79Q: 3 clusters Score -740380.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -740384.937500 Penalty: 4339.788574
	Iteration 80F: 3 clusters Score -740384.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -740388.937500 Penalty: 4339.788574
	Iteration 81Q: 3 clusters Score -740388.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -740393.625000 Penalty: 4339.788574
	Iteration 82Q: 3 clusters Score -740393.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -740395.125000 Penalty: 4339.788574
	Iteration 83Q: 3 clusters Score -740395.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -740398.437500 Penalty: 4339.788574
	Iteration 84Q: 3 clusters Score -740398.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -740401.937500 Penalty: 4339.788574
	Iteration 85Q: 3 clusters Score -740401.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -740404.250000 Penalty: 4339.788574
	Iteration 86Q: 3 clusters Score -740404.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -740408.750000 Penalty: 4339.788574
	Iteration 87Q: 3 clusters Score -740408.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -740408.937500 Penalty: 4339.788574
	Iteration 88Q: 3 clusters Score -740408.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -740409.125000 Penalty: 4339.788574
	Iteration 89Q: 3 clusters Score -740409.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -740408.937500 Penalty: 4339.788574
	Iteration 90Q: 3 clusters Score -740408.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -740408.937500 Penalty: 4339.788574
	Iteration 91Q: 3 clusters Score -740408.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -740409.937500 Penalty: 4339.788574
	Iteration 92Q: 3 clusters Score -740409.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -740410.500000 Penalty: 4339.788574
	Iteration 93Q: 3 clusters Score -740410.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -740409.125000 Penalty: 4339.788574
	Iteration 94Q: 3 clusters Score -740409.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -740411.625000 Penalty: 4339.788574
	Iteration 95Q: 3 clusters Score -740411.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -740414.062500 Penalty: 4339.788574
	Iteration 96Q: 3 clusters Score -740414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -740414.250000 Penalty: 4339.788574
	Iteration 97Q: 3 clusters Score -740414.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -740415.562500 Penalty: 4339.788574
	Iteration 98Q: 3 clusters Score -740415.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -740418.812500 Penalty: 4339.788574
	Iteration 99Q: 3 clusters Score -740418.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -740422.062500 Penalty: 4339.788574
	Iteration 100F: 3 clusters Score -740422.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -740424.937500 Penalty: 4339.788574
	Iteration 101Q: 3 clusters Score -740424.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -740424.250000 Penalty: 4339.788574
	Iteration 102Q: 3 clusters Score -740424.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -740423.062500 Penalty: 4339.788574
	Iteration 103Q: 3 clusters Score -740423.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -740426.250000 Penalty: 4339.788574
	Iteration 104Q: 3 clusters Score -740426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -740426.687500 Penalty: 4339.788574
	Iteration 105Q: 3 clusters Score -740426.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -740429.312500 Penalty: 4339.788574
	Iteration 106Q: 3 clusters Score -740429.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -740431.000000 Penalty: 4339.788574
	Iteration 107Q: 3 clusters Score -740431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -740430.687500 Penalty: 4339.788574
	Iteration 108Q: 3 clusters Score -740430.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -740433.062500 Penalty: 4339.788574
	Iteration 109Q: 3 clusters Score -740433.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -740436.125000 Penalty: 4339.788574
	Iteration 110Q: 3 clusters Score -740436.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -740437.750000 Penalty: 4339.788574
	Iteration 111Q: 3 clusters Score -740437.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -740440.062500 Penalty: 4339.788574
	Iteration 112Q: 3 clusters Score -740440.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -740442.312500 Penalty: 4339.788574
	Iteration 113Q: 3 clusters Score -740442.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -740443.375000 Penalty: 4339.788574
	Iteration 114Q: 3 clusters Score -740443.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -740445.187500 Penalty: 4339.788574
	Iteration 115Q: 3 clusters Score -740445.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -740445.250000 Penalty: 4339.788574
	Iteration 116Q: 3 clusters Score -740445.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -740445.437500 Penalty: 4339.788574
	Iteration 117Q: 3 clusters Score -740445.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -740445.437500 Penalty: 4339.788574
	Iteration 118F: 3 clusters Score -740445.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Entering Unmasked Estep 
Score: -3807922.250000 Penalty: 2570.992920
	Iteration 0F: 2 clusters Score -3807922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3786246.250000 Penalty: 5141.985840
	Iteration 0F: 3 clusters Score -3786246 nChanged 14309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3794222.250000 Penalty: 5141.985840
	Iteration 1F: 3 clusters Score -3794222 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3795003.750000 Penalty: 5141.985840
	Iteration 2F: 3 clusters Score -3795004 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3795916.250000 Penalty: 5141.985840
	Iteration 3F: 3 clusters Score -3795916 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -3797061.000000 Penalty: 5141.985840
	Iteration 4F: 3 clusters Score -3797061 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -3798428.500000 Penalty: 5141.985840
	Iteration 5F: 3 clusters Score -3798428 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -3800018.500000 Penalty: 5141.985840
	Iteration 6F: 3 clusters Score -3800018 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -3801681.500000 Penalty: 5141.985840
	Iteration 7F: 3 clusters Score -3801682 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -3803128.750000 Penalty: 5141.985840
	Iteration 8F: 3 clusters Score -3803129 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -3804216.750000 Penalty: 5141.985840
	Iteration 9Q: 3 clusters Score -3804217 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -3804948.250000 Penalty: 5141.985840
	Iteration 10Q: 3 clusters Score -3804948 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -3805432.250000 Penalty: 5141.985840
	Iteration 11Q: 3 clusters Score -3805432 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -3805710.250000 Penalty: 5141.985840
	Iteration 12Q: 3 clusters Score -3805710 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -3805880.750000 Penalty: 5141.985840
	Iteration 13Q: 3 clusters Score -3805881 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -3805940.750000 Penalty: 5141.985840
	Iteration 14Q: 3 clusters Score -3805941 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -3805977.500000 Penalty: 5141.985840
	Iteration 15Q: 3 clusters Score -3805978 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -3806015.250000 Penalty: 5141.985840
	Iteration 16Q: 3 clusters Score -3806015 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -3806014.500000 Penalty: 5141.985840
	Iteration 17Q: 3 clusters Score -3806014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -3806027.500000 Penalty: 5141.985840
	Iteration 18Q: 3 clusters Score -3806028 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -3806037.250000 Penalty: 5141.985840
	Iteration 19Q: 3 clusters Score -3806037 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -3806040.750000 Penalty: 5141.985840
	Iteration 20F: 3 clusters Score -3806041 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -3806039.750000 Penalty: 5141.985840
	Iteration 21Q: 3 clusters Score -3806040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -3806045.000000 Penalty: 5141.985840
	Iteration 22Q: 3 clusters Score -3806045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -3806056.500000 Penalty: 5141.985840
	Iteration 23Q: 3 clusters Score -3806056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -3806056.000000 Penalty: 5141.985840
	Iteration 24Q: 3 clusters Score -3806056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -3806051.750000 Penalty: 5141.985840
	Iteration 25Q: 3 clusters Score -3806052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -3806046.750000 Penalty: 5141.985840
	Iteration 26Q: 3 clusters Score -3806047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3806054.750000 Penalty: 5141.985840
	Iteration 27Q: 3 clusters Score -3806055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -3806056.500000 Penalty: 5141.985840
	Iteration 28Q: 3 clusters Score -3806056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -3806053.000000 Penalty: 5141.985840
	Iteration 29Q: 3 clusters Score -3806053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -3806052.250000 Penalty: 5141.985840
	Iteration 30Q: 3 clusters Score -3806052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -3806047.250000 Penalty: 5141.985840
	Iteration 31Q: 3 clusters Score -3806047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -3806051.500000 Penalty: 5141.985840
	Iteration 32Q: 3 clusters Score -3806052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3806055.250000 Penalty: 5141.985840
	Iteration 33Q: 3 clusters Score -3806055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -3806055.750000 Penalty: 5141.985840
	Iteration 34Q: 3 clusters Score -3806056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -3806055.750000 Penalty: 5141.985840
	Iteration 35F: 3 clusters Score -3806056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Entering Unmasked Estep 
Score: -882265.687500 Penalty: 2218.991455
	Iteration 0F: 2 clusters Score -882265.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -876105.375000 Penalty: 4437.982910
	Iteration 0F: 3 clusters Score -876105.4 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -878436.937500 Penalty: 4437.982910
	Iteration 1F: 3 clusters Score -878436.9 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -879396.937500 Penalty: 4437.982910
	Iteration 2F: 3 clusters Score -879396.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -880187.687500 Penalty: 4437.982910
	Iteration 3F: 3 clusters Score -880187.7 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -880659.687500 Penalty: 4437.982910
	Iteration 4F: 3 clusters Score -880659.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -880927.187500 Penalty: 4437.982910
	Iteration 5Q: 3 clusters Score -880927.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -881106.562500 Penalty: 4437.982910
	Iteration 6Q: 3 clusters Score -881106.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -881212.437500 Penalty: 4437.982910
	Iteration 7Q: 3 clusters Score -881212.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -881281.562500 Penalty: 4437.982910
	Iteration 8Q: 3 clusters Score -881281.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -881334.625000 Penalty: 4437.982910
	Iteration 9Q: 3 clusters Score -881334.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -881371.937500 Penalty: 4437.982910
	Iteration 10Q: 3 clusters Score -881371.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -881410.437500 Penalty: 4437.982910
	Iteration 11Q: 3 clusters Score -881410.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -881431.187500 Penalty: 4437.982910
	Iteration 12Q: 3 clusters Score -881431.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -881450.687500 Penalty: 4437.982910
	Iteration 13Q: 3 clusters Score -881450.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -881466.500000 Penalty: 4437.982910
	Iteration 14Q: 3 clusters Score -881466.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -881478.875000 Penalty: 4437.982910
	Iteration 15Q: 3 clusters Score -881478.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -881487.250000 Penalty: 4437.982910
	Iteration 16Q: 3 clusters Score -881487.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -881498.812500 Penalty: 4437.982910
	Iteration 17Q: 3 clusters Score -881498.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -881515.187500 Penalty: 4437.982910
	Iteration 18Q: 3 clusters Score -881515.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -881526.687500 Penalty: 4437.982910
	Iteration 19Q: 3 clusters Score -881526.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -881543.250000 Penalty: 4437.982910
	Iteration 20F: 3 clusters Score -881543.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -881553.750000 Penalty: 4437.982910
	Iteration 21Q: 3 clusters Score -881553.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -881557.375000 Penalty: 4437.982910
	Iteration 22Q: 3 clusters Score -881557.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -881568.250000 Penalty: 4437.982910
	Iteration 23Q: 3 clusters Score -881568.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -881576.875000 Penalty: 4437.982910
	Iteration 24Q: 3 clusters Score -881576.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -881586.750000 Penalty: 4437.982910
	Iteration 25Q: 3 clusters Score -881586.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -881595.937500 Penalty: 4437.982910
	Iteration 26Q: 3 clusters Score -881595.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -881605.875000 Penalty: 4437.982910
	Iteration 27Q: 3 clusters Score -881605.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -881618.062500 Penalty: 4437.982910
	Iteration 28Q: 3 clusters Score -881618.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -881627.125000 Penalty: 4437.982910
	Iteration 29Q: 3 clusters Score -881627.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -881639.000000 Penalty: 4437.982910
	Iteration 30Q: 3 clusters Score -881639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -881651.375000 Penalty: 4437.982910
	Iteration 31Q: 3 clusters Score -881651.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -881665.687500 Penalty: 4437.982910
	Iteration 32Q: 3 clusters Score -881665.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -881672.750000 Penalty: 4437.982910
	Iteration 33Q: 3 clusters Score -881672.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -881682.312500 Penalty: 4437.982910
	Iteration 34Q: 3 clusters Score -881682.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -881688.937500 Penalty: 4437.982910
	Iteration 35Q: 3 clusters Score -881688.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -881697.812500 Penalty: 4437.982910
	Iteration 36Q: 3 clusters Score -881697.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -881705.625000 Penalty: 4437.982910
	Iteration 37Q: 3 clusters Score -881705.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -881707.062500 Penalty: 4437.982910
	Iteration 38Q: 3 clusters Score -881707.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -881713.312500 Penalty: 4437.982910
	Iteration 39Q: 3 clusters Score -881713.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -881716.125000 Penalty: 4437.982910
	Iteration 40F: 3 clusters Score -881716.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -881716.437500 Penalty: 4437.982910
	Iteration 41Q: 3 clusters Score -881716.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -881718.250000 Penalty: 4437.982910
	Iteration 42Q: 3 clusters Score -881718.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -881719.750000 Penalty: 4437.982910
	Iteration 43Q: 3 clusters Score -881719.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -881723.000000 Penalty: 4437.982910
	Iteration 44Q: 3 clusters Score -881723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -881721.625000 Penalty: 4437.982910
	Iteration 45Q: 3 clusters Score -881721.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -881722.187500 Penalty: 4437.982910
	Iteration 46Q: 3 clusters Score -881722.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -881723.187500 Penalty: 4437.982910
	Iteration 47Q: 3 clusters Score -881723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -881722.687500 Penalty: 4437.982910
	Iteration 48Q: 3 clusters Score -881722.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -881722.687500 Penalty: 4437.982910
	Iteration 49F: 3 clusters Score -881722.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Entering Unmasked Estep 
Score: -775734.437500 Penalty: 2178.282227
	Iteration 0F: 2 clusters Score -775734.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -770272.687500 Penalty: 4356.564453
	Iteration 0F: 3 clusters Score -770272.7 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -771856.687500 Penalty: 4356.564453
	Iteration 1F: 3 clusters Score -771856.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -772159.375000 Penalty: 4356.564453
	Iteration 2F: 3 clusters Score -772159.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -772390.812500 Penalty: 4356.564453
	Iteration 3F: 3 clusters Score -772390.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -772597.437500 Penalty: 4356.564453
	Iteration 4Q: 3 clusters Score -772597.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -772776.187500 Penalty: 4356.564453
	Iteration 5Q: 3 clusters Score -772776.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -772940.250000 Penalty: 4356.564453
	Iteration 6Q: 3 clusters Score -772940.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -773095.875000 Penalty: 4356.564453
	Iteration 7Q: 3 clusters Score -773095.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -773254.625000 Penalty: 4356.564453
	Iteration 8Q: 3 clusters Score -773254.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -773407.062500 Penalty: 4356.564453
	Iteration 9Q: 3 clusters Score -773407.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -773533.250000 Penalty: 4356.564453
	Iteration 10Q: 3 clusters Score -773533.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -773642.437500 Penalty: 4356.564453
	Iteration 11Q: 3 clusters Score -773642.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -773726.687500 Penalty: 4356.564453
	Iteration 12Q: 3 clusters Score -773726.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -773794.750000 Penalty: 4356.564453
	Iteration 13Q: 3 clusters Score -773794.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -773849.500000 Penalty: 4356.564453
	Iteration 14Q: 3 clusters Score -773849.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -773890.500000 Penalty: 4356.564453
	Iteration 15Q: 3 clusters Score -773890.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -773925.750000 Penalty: 4356.564453
	Iteration 16Q: 3 clusters Score -773925.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -773961.687500 Penalty: 4356.564453
	Iteration 17Q: 3 clusters Score -773961.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -773991.937500 Penalty: 4356.564453
	Iteration 18Q: 3 clusters Score -773991.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -774018.062500 Penalty: 4356.564453
	Iteration 19Q: 3 clusters Score -774018.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -774046.000000 Penalty: 4356.564453
	Iteration 20F: 3 clusters Score -774046 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -774068.750000 Penalty: 4356.564453
	Iteration 21Q: 3 clusters Score -774068.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -774091.187500 Penalty: 4356.564453
	Iteration 22Q: 3 clusters Score -774091.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -774098.625000 Penalty: 4356.564453
	Iteration 23Q: 3 clusters Score -774098.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -774105.312500 Penalty: 4356.564453
	Iteration 24Q: 3 clusters Score -774105.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -774109.437500 Penalty: 4356.564453
	Iteration 25Q: 3 clusters Score -774109.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -774115.875000 Penalty: 4356.564453
	Iteration 26Q: 3 clusters Score -774115.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -774120.687500 Penalty: 4356.564453
	Iteration 27Q: 3 clusters Score -774120.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -774127.312500 Penalty: 4356.564453
	Iteration 28Q: 3 clusters Score -774127.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -774135.812500 Penalty: 4356.564453
	Iteration 29Q: 3 clusters Score -774135.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -774139.437500 Penalty: 4356.564453
	Iteration 30Q: 3 clusters Score -774139.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -774145.000000 Penalty: 4356.564453
	Iteration 31Q: 3 clusters Score -774145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -774150.500000 Penalty: 4356.564453
	Iteration 32Q: 3 clusters Score -774150.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -774152.187500 Penalty: 4356.564453
	Iteration 33Q: 3 clusters Score -774152.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -774157.562500 Penalty: 4356.564453
	Iteration 34Q: 3 clusters Score -774157.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -774161.375000 Penalty: 4356.564453
	Iteration 35Q: 3 clusters Score -774161.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -774163.562500 Penalty: 4356.564453
	Iteration 36Q: 3 clusters Score -774163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -774165.000000 Penalty: 4356.564453
	Iteration 37Q: 3 clusters Score -774165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -774166.937500 Penalty: 4356.564453
	Iteration 38Q: 3 clusters Score -774166.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -774168.250000 Penalty: 4356.564453
	Iteration 39Q: 3 clusters Score -774168.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -774172.125000 Penalty: 4356.564453
	Iteration 40F: 3 clusters Score -774172.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -774174.687500 Penalty: 4356.564453
	Iteration 41Q: 3 clusters Score -774174.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -774174.687500 Penalty: 4356.564453
	Iteration 42F: 3 clusters Score -774174.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -43677.015625 Penalty: 1484.640137
	Iteration 0F: 2 clusters Score -43677.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42286.449219 Penalty: 2969.280273
	Iteration 0F: 3 clusters Score -42286.45 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42471.460938 Penalty: 2969.280273
	Iteration 1F: 3 clusters Score -42471.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -42538.769531 Penalty: 2969.280273
	Iteration 2Q: 3 clusters Score -42538.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -42569.730469 Penalty: 2969.280273
	Iteration 3Q: 3 clusters Score -42569.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42577.812500 Penalty: 2969.280273
	Iteration 4Q: 3 clusters Score -42577.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42583.097656 Penalty: 2969.280273
	Iteration 5Q: 3 clusters Score -42583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42585.414062 Penalty: 2969.280273
	Iteration 6Q: 3 clusters Score -42585.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -42585.414062 Penalty: 2969.280273
	Iteration 7F: 3 clusters Score -42585.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (56684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56684 members 
Entering Unmasked Estep 
Score: -6802437.000000 Penalty: 2714.421387
	Iteration 0F: 2 clusters Score -6802437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -6764398.000000 Penalty: 5428.842773
	Iteration 0F: 3 clusters Score -6764398 nChanged 26186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -6778779.500000 Penalty: 5428.842773
	Iteration 1F: 3 clusters Score -6778780 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -6779364.000000 Penalty: 5428.842773
	Iteration 2Q: 3 clusters Score -6779364 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -6780010.500000 Penalty: 5428.842773
	Iteration 3Q: 3 clusters Score -6780010 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -6780828.000000 Penalty: 5428.842773
	Iteration 4Q: 3 clusters Score -6780828 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -6781940.500000 Penalty: 5428.842773
	Iteration 5Q: 3 clusters Score -6781940 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -6783465.500000 Penalty: 5428.842773
	Iteration 6Q: 3 clusters Score -6783466 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -6785524.000000 Penalty: 5428.842773
	Iteration 7F: 3 clusters Score -6785524 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -6787609.500000 Penalty: 5428.842773
	Iteration 8F: 3 clusters Score -6787610 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -6789409.500000 Penalty: 5428.842773
	Iteration 9F: 3 clusters Score -6789410 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -6790965.500000 Penalty: 5428.842773
	Iteration 10Q: 3 clusters Score -6790966 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -6792154.500000 Penalty: 5428.842773
	Iteration 11Q: 3 clusters Score -6792154 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -6793108.000000 Penalty: 5428.842773
	Iteration 12Q: 3 clusters Score -6793108 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -6793903.500000 Penalty: 5428.842773
	Iteration 13Q: 3 clusters Score -6793904 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -6794558.500000 Penalty: 5428.842773
	Iteration 14Q: 3 clusters Score -6794558 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -6795166.500000 Penalty: 5428.842773
	Iteration 15Q: 3 clusters Score -6795166 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -6795633.000000 Penalty: 5428.842773
	Iteration 16Q: 3 clusters Score -6795633 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -6796085.500000 Penalty: 5428.842773
	Iteration 17Q: 3 clusters Score -6796086 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -6796517.000000 Penalty: 5428.842773
	Iteration 18Q: 3 clusters Score -6796517 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -6796901.000000 Penalty: 5428.842773
	Iteration 19Q: 3 clusters Score -6796901 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -6797224.500000 Penalty: 5428.842773
	Iteration 20F: 3 clusters Score -6797224 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -6797537.000000 Penalty: 5428.842773
	Iteration 21Q: 3 clusters Score -6797537 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -6797887.500000 Penalty: 5428.842773
	Iteration 22Q: 3 clusters Score -6797888 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -6798183.000000 Penalty: 5428.842773
	Iteration 23Q: 3 clusters Score -6798183 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -6798467.500000 Penalty: 5428.842773
	Iteration 24Q: 3 clusters Score -6798468 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -6798724.000000 Penalty: 5428.842773
	Iteration 25Q: 3 clusters Score -6798724 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -6798905.000000 Penalty: 5428.842773
	Iteration 26Q: 3 clusters Score -6798905 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -6799109.500000 Penalty: 5428.842773
	Iteration 27Q: 3 clusters Score -6799110 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -6799269.000000 Penalty: 5428.842773
	Iteration 28Q: 3 clusters Score -6799269 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -6799417.500000 Penalty: 5428.842773
	Iteration 29Q: 3 clusters Score -6799418 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -6799537.000000 Penalty: 5428.842773
	Iteration 30Q: 3 clusters Score -6799537 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -6799646.500000 Penalty: 5428.842773
	Iteration 31Q: 3 clusters Score -6799646 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 53649 members 
Entering Unmasked Estep 
Score: -6799711.000000 Penalty: 5428.842773
	Iteration 32Q: 3 clusters Score -6799711 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 53828 members 
Entering Unmasked Estep 
Score: -6799797.500000 Penalty: 5428.842773
	Iteration 33Q: 3 clusters Score -6799798 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -6799879.000000 Penalty: 5428.842773
	Iteration 34Q: 3 clusters Score -6799879 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -6799934.000000 Penalty: 5428.842773
	Iteration 35Q: 3 clusters Score -6799934 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -6799962.500000 Penalty: 5428.842773
	Iteration 36Q: 3 clusters Score -6799962 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 54397 members 
Entering Unmasked Estep 
Score: -6800017.000000 Penalty: 5428.842773
	Iteration 37Q: 3 clusters Score -6800017 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -6800050.000000 Penalty: 5428.842773
	Iteration 38Q: 3 clusters Score -6800050 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -6800072.500000 Penalty: 5428.842773
	Iteration 39Q: 3 clusters Score -6800072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -6800095.000000 Penalty: 5428.842773
	Iteration 40F: 3 clusters Score -6800095 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -6800097.500000 Penalty: 5428.842773
	Iteration 41Q: 3 clusters Score -6800098 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -6800120.500000 Penalty: 5428.842773
	Iteration 42Q: 3 clusters Score -6800120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 54766 members 
Entering Unmasked Estep 
Score: -6800133.000000 Penalty: 5428.842773
	Iteration 43Q: 3 clusters Score -6800133 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -6800153.500000 Penalty: 5428.842773
	Iteration 44Q: 3 clusters Score -6800154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 54856 members 
Entering Unmasked Estep 
Score: -6800160.000000 Penalty: 5428.842773
	Iteration 45Q: 3 clusters Score -6800160 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 54898 members 
Entering Unmasked Estep 
Score: -6800179.500000 Penalty: 5428.842773
	Iteration 46Q: 3 clusters Score -6800180 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 54938 members 
Entering Unmasked Estep 
Score: -6800191.000000 Penalty: 5428.842773
	Iteration 47Q: 3 clusters Score -6800191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -6800210.000000 Penalty: 5428.842773
	Iteration 48Q: 3 clusters Score -6800210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -6800219.500000 Penalty: 5428.842773
	Iteration 49Q: 3 clusters Score -6800220 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -6800229.500000 Penalty: 5428.842773
	Iteration 50Q: 3 clusters Score -6800230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -6800225.000000 Penalty: 5428.842773
	Iteration 51Q: 3 clusters Score -6800225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -6800231.000000 Penalty: 5428.842773
	Iteration 52Q: 3 clusters Score -6800231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 55044 members 
Entering Unmasked Estep 
Score: -6800238.000000 Penalty: 5428.842773
	Iteration 53Q: 3 clusters Score -6800238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -6800245.000000 Penalty: 5428.842773
	Iteration 54Q: 3 clusters Score -6800245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 55074 members 
Entering Unmasked Estep 
Score: -6800246.500000 Penalty: 5428.842773
	Iteration 55Q: 3 clusters Score -6800246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -6800255.500000 Penalty: 5428.842773
	Iteration 56Q: 3 clusters Score -6800256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 55104 members 
Entering Unmasked Estep 
Score: -6800267.000000 Penalty: 5428.842773
	Iteration 57Q: 3 clusters Score -6800267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 55121 members 
Entering Unmasked Estep 
Score: -6800274.500000 Penalty: 5428.842773
	Iteration 58Q: 3 clusters Score -6800274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -6800281.000000 Penalty: 5428.842773
	Iteration 59Q: 3 clusters Score -6800281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -6800286.000000 Penalty: 5428.842773
	Iteration 60F: 3 clusters Score -6800286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 55164 members 
Entering Unmasked Estep 
Score: -6800290.500000 Penalty: 5428.842773
	Iteration 61Q: 3 clusters Score -6800290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 55177 members 
Entering Unmasked Estep 
Score: -6800293.000000 Penalty: 5428.842773
	Iteration 62Q: 3 clusters Score -6800293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 55188 members 
Entering Unmasked Estep 
Score: -6800297.500000 Penalty: 5428.842773
	Iteration 63Q: 3 clusters Score -6800298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -6800310.000000 Penalty: 5428.842773
	Iteration 64Q: 3 clusters Score -6800310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -6800306.500000 Penalty: 5428.842773
	Iteration 65Q: 3 clusters Score -6800306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -6800310.500000 Penalty: 5428.842773
	Iteration 66Q: 3 clusters Score -6800310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -6800311.500000 Penalty: 5428.842773
	Iteration 67Q: 3 clusters Score -6800312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -6800316.000000 Penalty: 5428.842773
	Iteration 68Q: 3 clusters Score -6800316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -6800312.000000 Penalty: 5428.842773
	Iteration 69Q: 3 clusters Score -6800312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -6800314.500000 Penalty: 5428.842773
	Iteration 70Q: 3 clusters Score -6800314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -6800320.500000 Penalty: 5428.842773
	Iteration 71Q: 3 clusters Score -6800320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -6800316.500000 Penalty: 5428.842773
	Iteration 72Q: 3 clusters Score -6800316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -6800317.500000 Penalty: 5428.842773
	Iteration 73Q: 3 clusters Score -6800318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -6800317.500000 Penalty: 5428.842773
	Iteration 74Q: 3 clusters Score -6800318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -6800321.500000 Penalty: 5428.842773
	Iteration 75Q: 3 clusters Score -6800322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -6800316.000000 Penalty: 5428.842773
	Iteration 76Q: 3 clusters Score -6800316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 55247 members 
Entering Unmasked Estep 
Score: -6800322.000000 Penalty: 5428.842773
	Iteration 77Q: 3 clusters Score -6800322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -6800320.000000 Penalty: 5428.842773
	Iteration 78Q: 3 clusters Score -6800320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 55248 members 
Entering Unmasked Estep 
Score: -6800320.000000 Penalty: 5428.842773
	Iteration 79F: 3 clusters Score -6800320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (58213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Entering Unmasked Estep 
Score: -7150694.000000 Penalty: 2721.022217
	Iteration 0F: 2 clusters Score -7150694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -7111605.000000 Penalty: 5442.044434
	Iteration 0F: 3 clusters Score -7111605 nChanged 26991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -7126608.500000 Penalty: 5442.044434
	Iteration 1F: 3 clusters Score -7126608 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -7127267.000000 Penalty: 5442.044434
	Iteration 2Q: 3 clusters Score -7127267 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -7127867.000000 Penalty: 5442.044434
	Iteration 3Q: 3 clusters Score -7127867 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -7128543.500000 Penalty: 5442.044434
	Iteration 4Q: 3 clusters Score -7128544 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -7129450.000000 Penalty: 5442.044434
	Iteration 5Q: 3 clusters Score -7129450 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -7130760.000000 Penalty: 5442.044434
	Iteration 6Q: 3 clusters Score -7130760 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -7132899.000000 Penalty: 5442.044434
	Iteration 7F: 3 clusters Score -7132899 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -7136046.500000 Penalty: 5442.044434
	Iteration 8F: 3 clusters Score -7136046 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -7139870.000000 Penalty: 5442.044434
	Iteration 9F: 3 clusters Score -7139870 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -7143612.000000 Penalty: 5442.044434
	Iteration 10F: 3 clusters Score -7143612 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -7146082.500000 Penalty: 5442.044434
	Iteration 11Q: 3 clusters Score -7146082 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7147342.000000 Penalty: 5442.044434
	Iteration 12Q: 3 clusters Score -7147342 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57612 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7147847.000000 Penalty: 5442.044434
	Iteration 13Q: 3 clusters Score -7147847 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57794 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7148081.500000 Penalty: 5442.044434
	Iteration 14Q: 3 clusters Score -7148082 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7148170.000000 Penalty: 5442.044434
	Iteration 15Q: 3 clusters Score -7148170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57891 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7148212.500000 Penalty: 5442.044434
	Iteration 16Q: 3 clusters Score -7148212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57909 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7148239.500000 Penalty: 5442.044434
	Iteration 17Q: 3 clusters Score -7148240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7148266.000000 Penalty: 5442.044434
	Iteration 18Q: 3 clusters Score -7148266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57933 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7148283.000000 Penalty: 5442.044434
	Iteration 19Q: 3 clusters Score -7148283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7148304.000000 Penalty: 5442.044434
	Iteration 20F: 3 clusters Score -7148304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57948 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7148309.500000 Penalty: 5442.044434
	Iteration 21Q: 3 clusters Score -7148310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57952 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7148321.500000 Penalty: 5442.044434
	Iteration 22Q: 3 clusters Score -7148322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7148329.000000 Penalty: 5442.044434
	Iteration 23Q: 3 clusters Score -7148329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7148327.500000 Penalty: 5442.044434
	Iteration 24Q: 3 clusters Score -7148328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7148327.500000 Penalty: 5442.044434
	Iteration 25F: 3 clusters Score -7148328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -237082.484375 Penalty: 1877.214111
	Iteration 0F: 2 clusters Score -237082.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -234521.687500 Penalty: 3754.428223
	Iteration 0F: 3 clusters Score -234521.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -234941.468750 Penalty: 3754.428223
	Iteration 1F: 3 clusters Score -234941.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -235043.968750 Penalty: 3754.428223
	Iteration 2F: 3 clusters Score -235044 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -235102.750000 Penalty: 3754.428223
	Iteration 3Q: 3 clusters Score -235102.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -235146.078125 Penalty: 3754.428223
	Iteration 4Q: 3 clusters Score -235146.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -235178.484375 Penalty: 3754.428223
	Iteration 5Q: 3 clusters Score -235178.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -235212.000000 Penalty: 3754.428223
	Iteration 6Q: 3 clusters Score -235212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -235244.718750 Penalty: 3754.428223
	Iteration 7Q: 3 clusters Score -235244.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -235295.203125 Penalty: 3754.428223
	Iteration 8Q: 3 clusters Score -235295.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -235358.734375 Penalty: 3754.428223
	Iteration 9Q: 3 clusters Score -235358.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -235459.343750 Penalty: 3754.428223
	Iteration 10Q: 3 clusters Score -235459.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -235654.890625 Penalty: 3754.428223
	Iteration 11Q: 3 clusters Score -235654.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -235910.796875 Penalty: 3754.428223
	Iteration 12Q: 3 clusters Score -235910.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -236013.062500 Penalty: 3754.428223
	Iteration 13F: 3 clusters Score -236013.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -236118.875000 Penalty: 3754.428223
	Iteration 14Q: 3 clusters Score -236118.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -236227.984375 Penalty: 3754.428223
	Iteration 15Q: 3 clusters Score -236228 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -236323.250000 Penalty: 3754.428223
	Iteration 16Q: 3 clusters Score -236323.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -236391.343750 Penalty: 3754.428223
	Iteration 17Q: 3 clusters Score -236391.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -236451.406250 Penalty: 3754.428223
	Iteration 18Q: 3 clusters Score -236451.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -236508.484375 Penalty: 3754.428223
	Iteration 19Q: 3 clusters Score -236508.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -236554.328125 Penalty: 3754.428223
	Iteration 20F: 3 clusters Score -236554.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -236591.578125 Penalty: 3754.428223
	Iteration 21Q: 3 clusters Score -236591.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -236612.843750 Penalty: 3754.428223
	Iteration 22Q: 3 clusters Score -236612.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -236625.343750 Penalty: 3754.428223
	Iteration 23Q: 3 clusters Score -236625.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -236635.750000 Penalty: 3754.428223
	Iteration 24Q: 3 clusters Score -236635.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -236648.093750 Penalty: 3754.428223
	Iteration 25Q: 3 clusters Score -236648.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -236657.265625 Penalty: 3754.428223
	Iteration 26Q: 3 clusters Score -236657.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -236664.421875 Penalty: 3754.428223
	Iteration 27Q: 3 clusters Score -236664.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -236670.906250 Penalty: 3754.428223
	Iteration 28Q: 3 clusters Score -236670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -236674.390625 Penalty: 3754.428223
	Iteration 29Q: 3 clusters Score -236674.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -236678.687500 Penalty: 3754.428223
	Iteration 30Q: 3 clusters Score -236678.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -236689.203125 Penalty: 3754.428223
	Iteration 31Q: 3 clusters Score -236689.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -236695.484375 Penalty: 3754.428223
	Iteration 32Q: 3 clusters Score -236695.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -236707.812500 Penalty: 3754.428223
	Iteration 33Q: 3 clusters Score -236707.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -236714.906250 Penalty: 3754.428223
	Iteration 34Q: 3 clusters Score -236714.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -236722.734375 Penalty: 3754.428223
	Iteration 35Q: 3 clusters Score -236722.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -236725.484375 Penalty: 3754.428223
	Iteration 36Q: 3 clusters Score -236725.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -236730.828125 Penalty: 3754.428223
	Iteration 37Q: 3 clusters Score -236730.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -236735.484375 Penalty: 3754.428223
	Iteration 38Q: 3 clusters Score -236735.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -236736.734375 Penalty: 3754.428223
	Iteration 39Q: 3 clusters Score -236736.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -236739.359375 Penalty: 3754.428223
	Iteration 40F: 3 clusters Score -236739.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -236741.625000 Penalty: 3754.428223
	Iteration 41Q: 3 clusters Score -236741.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -236742.265625 Penalty: 3754.428223
	Iteration 42Q: 3 clusters Score -236742.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -236742.265625 Penalty: 3754.428223
	Iteration 43F: 3 clusters Score -236742.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (72414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72414 members 
Entering Unmasked Estep 
Score: -8810888.000000 Penalty: 2775.158447
	Iteration 0F: 2 clusters Score -8810888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -8762249.000000 Penalty: 5550.316895
	Iteration 0F: 3 clusters Score -8762249 nChanged 33850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -8781644.000000 Penalty: 5550.316895
	Iteration 1F: 3 clusters Score -8781644 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -8782407.000000 Penalty: 5550.316895
	Iteration 2Q: 3 clusters Score -8782407 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -8783221.000000 Penalty: 5550.316895
	Iteration 3Q: 3 clusters Score -8783221 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -8784347.000000 Penalty: 5550.316895
	Iteration 4Q: 3 clusters Score -8784347 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -8785625.000000 Penalty: 5550.316895
	Iteration 5Q: 3 clusters Score -8785625 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -8787366.000000 Penalty: 5550.316895
	Iteration 6Q: 3 clusters Score -8787366 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -8789441.000000 Penalty: 5550.316895
	Iteration 7F: 3 clusters Score -8789441 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -8791863.000000 Penalty: 5550.316895
	Iteration 8F: 3 clusters Score -8791863 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -8794515.000000 Penalty: 5550.316895
	Iteration 9F: 3 clusters Score -8794515 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -8796966.000000 Penalty: 5550.316895
	Iteration 10F: 3 clusters Score -8796966 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -8798907.000000 Penalty: 5550.316895
	Iteration 11Q: 3 clusters Score -8798907 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -8800083.000000 Penalty: 5550.316895
	Iteration 12Q: 3 clusters Score -8800083 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -8800777.000000 Penalty: 5550.316895
	Iteration 13Q: 3 clusters Score -8800777 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -8801239.000000 Penalty: 5550.316895
	Iteration 14Q: 3 clusters Score -8801239 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -8801689.000000 Penalty: 5550.316895
	Iteration 15Q: 3 clusters Score -8801689 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51496 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -8802185.000000 Penalty: 5550.316895
	Iteration 16Q: 3 clusters Score -8802185 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -8802671.000000 Penalty: 5550.316895
	Iteration 17Q: 3 clusters Score -8802671 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -8803279.000000 Penalty: 5550.316895
	Iteration 18Q: 3 clusters Score -8803279 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -8803854.000000 Penalty: 5550.316895
	Iteration 19Q: 3 clusters Score -8803854 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -8804433.000000 Penalty: 5550.316895
	Iteration 20F: 3 clusters Score -8804433 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57370 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -8804857.000000 Penalty: 5550.316895
	Iteration 21Q: 3 clusters Score -8804857 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -8805329.000000 Penalty: 5550.316895
	Iteration 22Q: 3 clusters Score -8805329 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59371 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -8805728.000000 Penalty: 5550.316895
	Iteration 23Q: 3 clusters Score -8805728 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -8805983.000000 Penalty: 5550.316895
	Iteration 24Q: 3 clusters Score -8805983 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61007 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -8806300.000000 Penalty: 5550.316895
	Iteration 25Q: 3 clusters Score -8806300 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -8806576.000000 Penalty: 5550.316895
	Iteration 26Q: 3 clusters Score -8806576 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -8806779.000000 Penalty: 5550.316895
	Iteration 27Q: 3 clusters Score -8806779 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -8806989.000000 Penalty: 5550.316895
	Iteration 28Q: 3 clusters Score -8806989 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63693 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -8807192.000000 Penalty: 5550.316895
	Iteration 29Q: 3 clusters Score -8807192 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64249 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -8807351.000000 Penalty: 5550.316895
	Iteration 30Q: 3 clusters Score -8807351 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64773 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -8807517.000000 Penalty: 5550.316895
	Iteration 31Q: 3 clusters Score -8807517 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65231 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -8807616.000000 Penalty: 5550.316895
	Iteration 32Q: 3 clusters Score -8807616 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65654 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -8807703.000000 Penalty: 5550.316895
	Iteration 33Q: 3 clusters Score -8807703 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66033 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -8807831.000000 Penalty: 5550.316895
	Iteration 34Q: 3 clusters Score -8807831 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66370 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -8807904.000000 Penalty: 5550.316895
	Iteration 35Q: 3 clusters Score -8807904 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66672 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -8808006.000000 Penalty: 5550.316895
	Iteration 36Q: 3 clusters Score -8808006 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -8808085.000000 Penalty: 5550.316895
	Iteration 37Q: 3 clusters Score -8808085 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67183 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -8808132.000000 Penalty: 5550.316895
	Iteration 38Q: 3 clusters Score -8808132 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67400 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -8808170.000000 Penalty: 5550.316895
	Iteration 39Q: 3 clusters Score -8808170 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67613 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -8808206.000000 Penalty: 5550.316895
	Iteration 40F: 3 clusters Score -8808206 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67814 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -8808247.000000 Penalty: 5550.316895
	Iteration 41Q: 3 clusters Score -8808247 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67986 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -8808312.000000 Penalty: 5550.316895
	Iteration 42Q: 3 clusters Score -8808312 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68173 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -8808347.000000 Penalty: 5550.316895
	Iteration 43Q: 3 clusters Score -8808347 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68368 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -8808408.000000 Penalty: 5550.316895
	Iteration 44Q: 3 clusters Score -8808408 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68561 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -8808456.000000 Penalty: 5550.316895
	Iteration 45Q: 3 clusters Score -8808456 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68728 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -8808514.000000 Penalty: 5550.316895
	Iteration 46Q: 3 clusters Score -8808514 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68892 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -8808575.000000 Penalty: 5550.316895
	Iteration 47Q: 3 clusters Score -8808575 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -8808603.000000 Penalty: 5550.316895
	Iteration 48Q: 3 clusters Score -8808603 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -8808618.000000 Penalty: 5550.316895
	Iteration 49Q: 3 clusters Score -8808618 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69241 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -8808655.000000 Penalty: 5550.316895
	Iteration 50Q: 3 clusters Score -8808655 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69330 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -8808683.000000 Penalty: 5550.316895
	Iteration 51Q: 3 clusters Score -8808683 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69413 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -8808712.000000 Penalty: 5550.316895
	Iteration 52Q: 3 clusters Score -8808712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69483 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -8808707.000000 Penalty: 5550.316895
	Iteration 53Q: 3 clusters Score -8808707 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -8808719.000000 Penalty: 5550.316895
	Iteration 54Q: 3 clusters Score -8808719 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69597 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -8808745.000000 Penalty: 5550.316895
	Iteration 55Q: 3 clusters Score -8808745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69647 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -8808747.000000 Penalty: 5550.316895
	Iteration 56Q: 3 clusters Score -8808747 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69687 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -8808751.000000 Penalty: 5550.316895
	Iteration 57Q: 3 clusters Score -8808751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69722 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -8808758.000000 Penalty: 5550.316895
	Iteration 58Q: 3 clusters Score -8808758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69753 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -8808773.000000 Penalty: 5550.316895
	Iteration 59Q: 3 clusters Score -8808773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69775 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8808776.000000 Penalty: 5550.316895
	Iteration 60F: 3 clusters Score -8808776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69796 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -8808790.000000 Penalty: 5550.316895
	Iteration 61Q: 3 clusters Score -8808790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69805 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -8808785.000000 Penalty: 5550.316895
	Iteration 62Q: 3 clusters Score -8808785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69811 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8808790.000000 Penalty: 5550.316895
	Iteration 63Q: 3 clusters Score -8808790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69818 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -8808786.000000 Penalty: 5550.316895
	Iteration 64Q: 3 clusters Score -8808786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69823 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -8808799.000000 Penalty: 5550.316895
	Iteration 65Q: 3 clusters Score -8808799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69828 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -8808797.000000 Penalty: 5550.316895
	Iteration 66Q: 3 clusters Score -8808797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69834 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -8808786.000000 Penalty: 5550.316895
	Iteration 67Q: 3 clusters Score -8808786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69839 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -8808796.000000 Penalty: 5550.316895
	Iteration 68Q: 3 clusters Score -8808796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -8808797.000000 Penalty: 5550.316895
	Iteration 69Q: 3 clusters Score -8808797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -8808797.000000 Penalty: 5550.316895
	Iteration 70F: 3 clusters Score -8808797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Entering Unmasked Estep 
Score: -535943.250000 Penalty: 2089.799805
	Iteration 0F: 2 clusters Score -535943.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -531751.562500 Penalty: 4179.599609
	Iteration 0F: 3 clusters Score -531751.6 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -532733.375000 Penalty: 4179.599609
	Iteration 1F: 3 clusters Score -532733.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -532981.062500 Penalty: 4179.599609
	Iteration 2F: 3 clusters Score -532981.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -533197.187500 Penalty: 4179.599609
	Iteration 3F: 3 clusters Score -533197.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -533368.687500 Penalty: 4179.599609
	Iteration 4Q: 3 clusters Score -533368.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -533532.625000 Penalty: 4179.599609
	Iteration 5Q: 3 clusters Score -533532.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -533727.125000 Penalty: 4179.599609
	Iteration 6Q: 3 clusters Score -533727.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -533935.812500 Penalty: 4179.599609
	Iteration 7Q: 3 clusters Score -533935.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -534171.500000 Penalty: 4179.599609
	Iteration 8F: 3 clusters Score -534171.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -534351.312500 Penalty: 4179.599609
	Iteration 9Q: 3 clusters Score -534351.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -534474.750000 Penalty: 4179.599609
	Iteration 10Q: 3 clusters Score -534474.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -534564.125000 Penalty: 4179.599609
	Iteration 11Q: 3 clusters Score -534564.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -534629.437500 Penalty: 4179.599609
	Iteration 12Q: 3 clusters Score -534629.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -534664.562500 Penalty: 4179.599609
	Iteration 13Q: 3 clusters Score -534664.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -534684.937500 Penalty: 4179.599609
	Iteration 14Q: 3 clusters Score -534684.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -534701.750000 Penalty: 4179.599609
	Iteration 15Q: 3 clusters Score -534701.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -534710.312500 Penalty: 4179.599609
	Iteration 16Q: 3 clusters Score -534710.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -534717.437500 Penalty: 4179.599609
	Iteration 17Q: 3 clusters Score -534717.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -534725.000000 Penalty: 4179.599609
	Iteration 18Q: 3 clusters Score -534725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -534727.625000 Penalty: 4179.599609
	Iteration 19Q: 3 clusters Score -534727.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -534732.000000 Penalty: 4179.599609
	Iteration 20F: 3 clusters Score -534732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -534732.625000 Penalty: 4179.599609
	Iteration 21Q: 3 clusters Score -534732.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -534733.187500 Penalty: 4179.599609
	Iteration 22Q: 3 clusters Score -534733.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -534736.937500 Penalty: 4179.599609
	Iteration 23Q: 3 clusters Score -534736.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -534740.375000 Penalty: 4179.599609
	Iteration 24Q: 3 clusters Score -534740.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -534746.125000 Penalty: 4179.599609
	Iteration 25Q: 3 clusters Score -534746.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -534748.687500 Penalty: 4179.599609
	Iteration 26Q: 3 clusters Score -534748.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -534750.437500 Penalty: 4179.599609
	Iteration 27Q: 3 clusters Score -534750.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -534751.375000 Penalty: 4179.599609
	Iteration 28Q: 3 clusters Score -534751.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -534752.500000 Penalty: 4179.599609
	Iteration 29Q: 3 clusters Score -534752.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -534752.500000 Penalty: 4179.599609
	Iteration 30Q: 3 clusters Score -534752.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -534753.187500 Penalty: 4179.599609
	Iteration 31Q: 3 clusters Score -534753.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -534753.625000 Penalty: 4179.599609
	Iteration 32Q: 3 clusters Score -534753.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -534754.875000 Penalty: 4179.599609
	Iteration 33Q: 3 clusters Score -534754.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -534754.687500 Penalty: 4179.599609
	Iteration 34Q: 3 clusters Score -534754.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -534755.000000 Penalty: 4179.599609
	Iteration 35Q: 3 clusters Score -534755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -534755.625000 Penalty: 4179.599609
	Iteration 36Q: 3 clusters Score -534755.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -534755.500000 Penalty: 4179.599609
	Iteration 37Q: 3 clusters Score -534755.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -534756.062500 Penalty: 4179.599609
	Iteration 38Q: 3 clusters Score -534756.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -534755.875000 Penalty: 4179.599609
	Iteration 39Q: 3 clusters Score -534755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -534756.937500 Penalty: 4179.599609
	Iteration 40F: 3 clusters Score -534756.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Entering Unmasked Estep 
Score: -428818.750000 Penalty: 2035.975952
	Iteration 0F: 2 clusters Score -428818.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -425111.843750 Penalty: 4071.951904
	Iteration 0F: 3 clusters Score -425111.8 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -425979.375000 Penalty: 4071.951904
	Iteration 1F: 3 clusters Score -425979.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -426206.718750 Penalty: 4071.951904
	Iteration 2F: 3 clusters Score -426206.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -426363.312500 Penalty: 4071.951904
	Iteration 3F: 3 clusters Score -426363.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -426488.812500 Penalty: 4071.951904
	Iteration 4Q: 3 clusters Score -426488.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -426613.468750 Penalty: 4071.951904
	Iteration 5Q: 3 clusters Score -426613.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -426726.343750 Penalty: 4071.951904
	Iteration 6Q: 3 clusters Score -426726.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -426819.593750 Penalty: 4071.951904
	Iteration 7Q: 3 clusters Score -426819.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -426887.843750 Penalty: 4071.951904
	Iteration 8Q: 3 clusters Score -426887.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -426946.156250 Penalty: 4071.951904
	Iteration 9Q: 3 clusters Score -426946.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -427012.093750 Penalty: 4071.951904
	Iteration 10Q: 3 clusters Score -427012.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -427075.437500 Penalty: 4071.951904
	Iteration 11Q: 3 clusters Score -427075.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -427129.531250 Penalty: 4071.951904
	Iteration 12Q: 3 clusters Score -427129.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -427182.156250 Penalty: 4071.951904
	Iteration 13Q: 3 clusters Score -427182.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -427234.031250 Penalty: 4071.951904
	Iteration 14Q: 3 clusters Score -427234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -427282.718750 Penalty: 4071.951904
	Iteration 15Q: 3 clusters Score -427282.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -427327.281250 Penalty: 4071.951904
	Iteration 16Q: 3 clusters Score -427327.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -427377.875000 Penalty: 4071.951904
	Iteration 17Q: 3 clusters Score -427377.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -427435.125000 Penalty: 4071.951904
	Iteration 18Q: 3 clusters Score -427435.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -427485.656250 Penalty: 4071.951904
	Iteration 19Q: 3 clusters Score -427485.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -427542.500000 Penalty: 4071.951904
	Iteration 20F: 3 clusters Score -427542.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -427596.250000 Penalty: 4071.951904
	Iteration 21Q: 3 clusters Score -427596.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -427640.031250 Penalty: 4071.951904
	Iteration 22Q: 3 clusters Score -427640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -427667.062500 Penalty: 4071.951904
	Iteration 23Q: 3 clusters Score -427667.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -427682.312500 Penalty: 4071.951904
	Iteration 24Q: 3 clusters Score -427682.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -427694.125000 Penalty: 4071.951904
	Iteration 25Q: 3 clusters Score -427694.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -427701.812500 Penalty: 4071.951904
	Iteration 26Q: 3 clusters Score -427701.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -427708.312500 Penalty: 4071.951904
	Iteration 27Q: 3 clusters Score -427708.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -427715.187500 Penalty: 4071.951904
	Iteration 28Q: 3 clusters Score -427715.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -427719.656250 Penalty: 4071.951904
	Iteration 29Q: 3 clusters Score -427719.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -427722.062500 Penalty: 4071.951904
	Iteration 30Q: 3 clusters Score -427722.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -427725.593750 Penalty: 4071.951904
	Iteration 31Q: 3 clusters Score -427725.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -427730.750000 Penalty: 4071.951904
	Iteration 32Q: 3 clusters Score -427730.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -427731.656250 Penalty: 4071.951904
	Iteration 33Q: 3 clusters Score -427731.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -427732.750000 Penalty: 4071.951904
	Iteration 34Q: 3 clusters Score -427732.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -427733.625000 Penalty: 4071.951904
	Iteration 35Q: 3 clusters Score -427733.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -427735.000000 Penalty: 4071.951904
	Iteration 36Q: 3 clusters Score -427735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -427735.375000 Penalty: 4071.951904
	Iteration 37Q: 3 clusters Score -427735.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -427735.812500 Penalty: 4071.951904
	Iteration 38Q: 3 clusters Score -427735.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -427736.250000 Penalty: 4071.951904
	Iteration 39Q: 3 clusters Score -427736.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -427737.281250 Penalty: 4071.951904
	Iteration 40F: 3 clusters Score -427737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -427737.750000 Penalty: 4071.951904
	Iteration 41Q: 3 clusters Score -427737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -427738.093750 Penalty: 4071.951904
	Iteration 42Q: 3 clusters Score -427738.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -427738.781250 Penalty: 4071.951904
	Iteration 43Q: 3 clusters Score -427738.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -427738.781250 Penalty: 4071.951904
	Iteration 44F: 3 clusters Score -427738.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Entering Unmasked Estep 
Score: -158246.734375 Penalty: 1782.539062
	Iteration 0F: 2 clusters Score -158246.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -156123.453125 Penalty: 3565.078125
	Iteration 0F: 3 clusters Score -156123.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -156495.171875 Penalty: 3565.078125
	Iteration 1F: 3 clusters Score -156495.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -156650.421875 Penalty: 3565.078125
	Iteration 2F: 3 clusters Score -156650.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -156839.234375 Penalty: 3565.078125
	Iteration 3F: 3 clusters Score -156839.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -157067.984375 Penalty: 3565.078125
	Iteration 4F: 3 clusters Score -157068 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -157236.781250 Penalty: 3565.078125
	Iteration 5F: 3 clusters Score -157236.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -157341.406250 Penalty: 3565.078125
	Iteration 6Q: 3 clusters Score -157341.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -157413.000000 Penalty: 3565.078125
	Iteration 7Q: 3 clusters Score -157413 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -157463.015625 Penalty: 3565.078125
	Iteration 8Q: 3 clusters Score -157463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -157493.546875 Penalty: 3565.078125
	Iteration 9Q: 3 clusters Score -157493.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -157517.421875 Penalty: 3565.078125
	Iteration 10Q: 3 clusters Score -157517.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -157542.093750 Penalty: 3565.078125
	Iteration 11Q: 3 clusters Score -157542.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -157551.171875 Penalty: 3565.078125
	Iteration 12Q: 3 clusters Score -157551.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -157558.062500 Penalty: 3565.078125
	Iteration 13Q: 3 clusters Score -157558.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -157563.812500 Penalty: 3565.078125
	Iteration 14Q: 3 clusters Score -157563.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -157571.265625 Penalty: 3565.078125
	Iteration 15Q: 3 clusters Score -157571.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -157579.453125 Penalty: 3565.078125
	Iteration 16Q: 3 clusters Score -157579.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -157589.859375 Penalty: 3565.078125
	Iteration 17Q: 3 clusters Score -157589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -157598.218750 Penalty: 3565.078125
	Iteration 18Q: 3 clusters Score -157598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -157600.921875 Penalty: 3565.078125
	Iteration 19Q: 3 clusters Score -157600.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -157603.625000 Penalty: 3565.078125
	Iteration 20F: 3 clusters Score -157603.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -157610.359375 Penalty: 3565.078125
	Iteration 21Q: 3 clusters Score -157610.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -157610.359375 Penalty: 3565.078125
	Iteration 22F: 3 clusters Score -157610.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (60457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60457 members 
Entering Unmasked Estep 
Score: -7441216.500000 Penalty: 2730.402588
	Iteration 0F: 2 clusters Score -7441216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -7400629.000000 Penalty: 5460.805176
	Iteration 0F: 3 clusters Score -7400629 nChanged 28148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -7416301.500000 Penalty: 5460.805176
	Iteration 1F: 3 clusters Score -7416302 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -7417209.000000 Penalty: 5460.805176
	Iteration 2Q: 3 clusters Score -7417209 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -7418407.000000 Penalty: 5460.805176
	Iteration 3Q: 3 clusters Score -7418407 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -7420251.500000 Penalty: 5460.805176
	Iteration 4F: 3 clusters Score -7420252 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -7422875.500000 Penalty: 5460.805176
	Iteration 5F: 3 clusters Score -7422876 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -7426479.000000 Penalty: 5460.805176
	Iteration 6F: 3 clusters Score -7426479 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -7430485.500000 Penalty: 5460.805176
	Iteration 7F: 3 clusters Score -7430486 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -7433883.000000 Penalty: 5460.805176
	Iteration 8F: 3 clusters Score -7433883 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -7436189.000000 Penalty: 5460.805176
	Iteration 9Q: 3 clusters Score -7436189 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -7437379.000000 Penalty: 5460.805176
	Iteration 10Q: 3 clusters Score -7437379 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -7437966.000000 Penalty: 5460.805176
	Iteration 11Q: 3 clusters Score -7437966 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52997 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -7438249.000000 Penalty: 5460.805176
	Iteration 12Q: 3 clusters Score -7438249 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -7438425.000000 Penalty: 5460.805176
	Iteration 13Q: 3 clusters Score -7438425 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -7438546.500000 Penalty: 5460.805176
	Iteration 14Q: 3 clusters Score -7438546 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -7438596.000000 Penalty: 5460.805176
	Iteration 15Q: 3 clusters Score -7438596 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -7438631.500000 Penalty: 5460.805176
	Iteration 16Q: 3 clusters Score -7438632 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -7438720.000000 Penalty: 5460.805176
	Iteration 17Q: 3 clusters Score -7438720 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -7438755.000000 Penalty: 5460.805176
	Iteration 18Q: 3 clusters Score -7438755 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -7438768.000000 Penalty: 5460.805176
	Iteration 19Q: 3 clusters Score -7438768 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -7438783.500000 Penalty: 5460.805176
	Iteration 20F: 3 clusters Score -7438784 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -7438799.000000 Penalty: 5460.805176
	Iteration 21Q: 3 clusters Score -7438799 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -7438794.500000 Penalty: 5460.805176
	Iteration 22Q: 3 clusters Score -7438794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -7438779.500000 Penalty: 5460.805176
	Iteration 23Q: 3 clusters Score -7438780 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -7438793.500000 Penalty: 5460.805176
	Iteration 24Q: 3 clusters Score -7438794 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -7438804.000000 Penalty: 5460.805176
	Iteration 25Q: 3 clusters Score -7438804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -7438817.500000 Penalty: 5460.805176
	Iteration 26Q: 3 clusters Score -7438818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54397 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -7438822.000000 Penalty: 5460.805176
	Iteration 27Q: 3 clusters Score -7438822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -7438830.500000 Penalty: 5460.805176
	Iteration 28Q: 3 clusters Score -7438830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -7438828.500000 Penalty: 5460.805176
	Iteration 29Q: 3 clusters Score -7438828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -7438827.000000 Penalty: 5460.805176
	Iteration 30Q: 3 clusters Score -7438827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -7438832.500000 Penalty: 5460.805176
	Iteration 31Q: 3 clusters Score -7438832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -7438854.000000 Penalty: 5460.805176
	Iteration 32Q: 3 clusters Score -7438854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -7438846.000000 Penalty: 5460.805176
	Iteration 33Q: 3 clusters Score -7438846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -7438846.500000 Penalty: 5460.805176
	Iteration 34Q: 3 clusters Score -7438846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -7438867.000000 Penalty: 5460.805176
	Iteration 35Q: 3 clusters Score -7438867 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54690 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -7438858.500000 Penalty: 5460.805176
	Iteration 36Q: 3 clusters Score -7438858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -7438851.500000 Penalty: 5460.805176
	Iteration 37Q: 3 clusters Score -7438852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -7438850.000000 Penalty: 5460.805176
	Iteration 38Q: 3 clusters Score -7438850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -7438852.000000 Penalty: 5460.805176
	Iteration 39Q: 3 clusters Score -7438852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -7438855.000000 Penalty: 5460.805176
	Iteration 40F: 3 clusters Score -7438855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -7438858.500000 Penalty: 5460.805176
	Iteration 41Q: 3 clusters Score -7438858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -7438865.000000 Penalty: 5460.805176
	Iteration 42Q: 3 clusters Score -7438865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54824 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -7438869.000000 Penalty: 5460.805176
	Iteration 43Q: 3 clusters Score -7438869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -7438871.000000 Penalty: 5460.805176
	Iteration 44Q: 3 clusters Score -7438871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -7438874.000000 Penalty: 5460.805176
	Iteration 45Q: 3 clusters Score -7438874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -7438877.000000 Penalty: 5460.805176
	Iteration 46Q: 3 clusters Score -7438877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54843 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -7438884.000000 Penalty: 5460.805176
	Iteration 47Q: 3 clusters Score -7438884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -7438884.000000 Penalty: 5460.805176
	Iteration 48Q: 3 clusters Score -7438884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -7438882.000000 Penalty: 5460.805176
	Iteration 49Q: 3 clusters Score -7438882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -7438880.500000 Penalty: 5460.805176
	Iteration 50Q: 3 clusters Score -7438880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54867 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -7438888.000000 Penalty: 5460.805176
	Iteration 51Q: 3 clusters Score -7438888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -7438881.000000 Penalty: 5460.805176
	Iteration 52Q: 3 clusters Score -7438881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -7438887.500000 Penalty: 5460.805176
	Iteration 53Q: 3 clusters Score -7438888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -7438884.000000 Penalty: 5460.805176
	Iteration 54Q: 3 clusters Score -7438884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54908 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -7438884.500000 Penalty: 5460.805176
	Iteration 55Q: 3 clusters Score -7438884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -7438888.000000 Penalty: 5460.805176
	Iteration 56Q: 3 clusters Score -7438888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -7438885.500000 Penalty: 5460.805176
	Iteration 57Q: 3 clusters Score -7438886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -7438884.500000 Penalty: 5460.805176
	Iteration 58Q: 3 clusters Score -7438884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -7438884.500000 Penalty: 5460.805176
	Iteration 59Q: 3 clusters Score -7438884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -7438884.500000 Penalty: 5460.805176
	Iteration 60F: 3 clusters Score -7438884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Entering Unmasked Estep 
Score: -508384.187500 Penalty: 2096.020264
	Iteration 0F: 2 clusters Score -508384.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -504214.031250 Penalty: 4192.040527
	Iteration 0F: 3 clusters Score -504214 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -505702.281250 Penalty: 4192.040527
	Iteration 1F: 3 clusters Score -505702.3 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -506401.875000 Penalty: 4192.040527
	Iteration 2F: 3 clusters Score -506401.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -506872.218750 Penalty: 4192.040527
	Iteration 3F: 3 clusters Score -506872.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -507242.406250 Penalty: 4192.040527
	Iteration 4F: 3 clusters Score -507242.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -507513.843750 Penalty: 4192.040527
	Iteration 5F: 3 clusters Score -507513.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -507702.125000 Penalty: 4192.040527
	Iteration 6Q: 3 clusters Score -507702.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -507824.281250 Penalty: 4192.040527
	Iteration 7Q: 3 clusters Score -507824.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -507915.125000 Penalty: 4192.040527
	Iteration 8Q: 3 clusters Score -507915.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -507979.906250 Penalty: 4192.040527
	Iteration 9Q: 3 clusters Score -507979.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -508038.562500 Penalty: 4192.040527
	Iteration 10Q: 3 clusters Score -508038.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -508077.406250 Penalty: 4192.040527
	Iteration 11Q: 3 clusters Score -508077.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -508129.250000 Penalty: 4192.040527
	Iteration 12Q: 3 clusters Score -508129.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -508187.687500 Penalty: 4192.040527
	Iteration 13Q: 3 clusters Score -508187.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -508232.656250 Penalty: 4192.040527
	Iteration 14Q: 3 clusters Score -508232.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -508279.906250 Penalty: 4192.040527
	Iteration 15Q: 3 clusters Score -508279.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -508314.312500 Penalty: 4192.040527
	Iteration 16Q: 3 clusters Score -508314.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -508351.875000 Penalty: 4192.040527
	Iteration 17Q: 3 clusters Score -508351.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -508381.718750 Penalty: 4192.040527
	Iteration 18Q: 3 clusters Score -508381.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -508407.718750 Penalty: 4192.040527
	Iteration 19Q: 3 clusters Score -508407.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -508424.000000 Penalty: 4192.040527
	Iteration 20F: 3 clusters Score -508424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -508450.781250 Penalty: 4192.040527
	Iteration 21Q: 3 clusters Score -508450.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -508470.812500 Penalty: 4192.040527
	Iteration 22Q: 3 clusters Score -508470.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -508487.500000 Penalty: 4192.040527
	Iteration 23Q: 3 clusters Score -508487.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -508500.687500 Penalty: 4192.040527
	Iteration 24Q: 3 clusters Score -508500.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -508505.406250 Penalty: 4192.040527
	Iteration 25Q: 3 clusters Score -508505.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -508508.093750 Penalty: 4192.040527
	Iteration 26Q: 3 clusters Score -508508.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -508510.906250 Penalty: 4192.040527
	Iteration 27Q: 3 clusters Score -508510.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -508523.906250 Penalty: 4192.040527
	Iteration 28Q: 3 clusters Score -508523.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -508526.750000 Penalty: 4192.040527
	Iteration 29Q: 3 clusters Score -508526.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -508527.875000 Penalty: 4192.040527
	Iteration 30Q: 3 clusters Score -508527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -508529.625000 Penalty: 4192.040527
	Iteration 31Q: 3 clusters Score -508529.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -508529.625000 Penalty: 4192.040527
	Iteration 32F: 3 clusters Score -508529.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1947 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55253 members 
Mstep: Class 6 contains 67082 members 
Mstep: Class 7 contains 39736 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227944 members 
Mstep: Class 10 contains 6308 members 
Mstep: Class 11 contains 31790 members 
Mstep: Class 12 contains 7689 members 
Mstep: Class 13 contains 6525 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56684 members 
Mstep: Class 16 contains 58213 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72414 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60457 members 
Mstep: Class 23 contains 1528 members 
Mstep: Class 24 contains 272022 members 
Mstep: Class 25 contains 12795 members 
Mstep: Class 26 contains 26144 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8427 members 
Mstep: Class 30 contains 6451 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196436 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 3155 members 
Entering Unmasked Estep 
Score: -148041040.000000 Penalty: 125305.390625
Splitting cluster 23 changes total score from -148042304.000000 to -148041040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (272022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272022 members 
Entering Unmasked Estep 
Score: -33397862.000000 Penalty: 3103.382324
	Iteration 0F: 2 clusters Score -3.339786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136335 members 
Mstep: Class 2 contains 135687 members 
Entering Unmasked Estep 
Score: -33223628.000000 Penalty: 6206.764648
	Iteration 0F: 3 clusters Score -3.322363e+07 nChanged 131580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141999 members 
Mstep: Class 2 contains 130023 members 
Entering Unmasked Estep 
Score: -33301496.000000 Penalty: 6206.764648
	Iteration 1F: 3 clusters Score -3.33015e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145723 members 
Mstep: Class 2 contains 126299 members 
Entering Unmasked Estep 
Score: -33303206.000000 Penalty: 6206.764648
	Iteration 2Q: 3 clusters Score -3.330321e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151482 members 
Mstep: Class 2 contains 120540 members 
Entering Unmasked Estep 
Score: -33305792.000000 Penalty: 6206.764648
	Iteration 3Q: 3 clusters Score -3.330579e+07 nChanged 10999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160297 members 
Mstep: Class 2 contains 111725 members 
Entering Unmasked Estep 
Score: -33310460.000000 Penalty: 6206.764648
	Iteration 4Q: 3 clusters Score -3.331046e+07 nChanged 14310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173105 members 
Mstep: Class 2 contains 98917 members 
Entering Unmasked Estep 
Score: -33318938.000000 Penalty: 6206.764648
	Iteration 5F: 3 clusters Score -3.331894e+07 nChanged 18225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190376 members 
Mstep: Class 2 contains 81646 members 
Entering Unmasked Estep 
Score: -33331974.000000 Penalty: 6206.764648
	Iteration 6F: 3 clusters Score -3.333197e+07 nChanged 21061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210983 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -33349278.000000 Penalty: 6206.764648
	Iteration 7F: 3 clusters Score -3.334928e+07 nChanged 20692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231435 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -33366356.000000 Penalty: 6206.764648
	Iteration 8F: 3 clusters Score -3.336636e+07 nChanged 16413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247730 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -33379728.000000 Penalty: 6206.764648
	Iteration 9F: 3 clusters Score -3.337973e+07 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258180 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -33387454.000000 Penalty: 6206.764648
	Iteration 10Q: 3 clusters Score -3.338745e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264108 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -33391580.000000 Penalty: 6206.764648
	Iteration 11Q: 3 clusters Score -3.339158e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267287 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -33393664.000000 Penalty: 6206.764648
	Iteration 12Q: 3 clusters Score -3.339366e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268932 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -33394402.000000 Penalty: 6206.764648
	Iteration 13Q: 3 clusters Score -3.33944e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269814 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -33394852.000000 Penalty: 6206.764648
	Iteration 14Q: 3 clusters Score -3.339485e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270274 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -33395134.000000 Penalty: 6206.764648
	Iteration 15Q: 3 clusters Score -3.339513e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270519 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -33395180.000000 Penalty: 6206.764648
	Iteration 16Q: 3 clusters Score -3.339518e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270674 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -33395260.000000 Penalty: 6206.764648
	Iteration 17Q: 3 clusters Score -3.339526e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270770 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -33395322.000000 Penalty: 6206.764648
	Iteration 18Q: 3 clusters Score -3.339532e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270843 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -33395332.000000 Penalty: 6206.764648
	Iteration 19Q: 3 clusters Score -3.339533e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270894 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -33395408.000000 Penalty: 6206.764648
	Iteration 20F: 3 clusters Score -3.339541e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270927 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -33395426.000000 Penalty: 6206.764648
	Iteration 21Q: 3 clusters Score -3.339543e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270951 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -33395458.000000 Penalty: 6206.764648
	Iteration 22Q: 3 clusters Score -3.339546e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270967 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -33395478.000000 Penalty: 6206.764648
	Iteration 23Q: 3 clusters Score -3.339548e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270982 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -33395496.000000 Penalty: 6206.764648
	Iteration 24Q: 3 clusters Score -3.33955e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270989 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -33395520.000000 Penalty: 6206.764648
	Iteration 25Q: 3 clusters Score -3.339552e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271007 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -33395544.000000 Penalty: 6206.764648
	Iteration 26Q: 3 clusters Score -3.339554e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271026 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -33395566.000000 Penalty: 6206.764648
	Iteration 27Q: 3 clusters Score -3.339557e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271036 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -33395570.000000 Penalty: 6206.764648
	Iteration 28Q: 3 clusters Score -3.339557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271042 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -33395552.000000 Penalty: 6206.764648
	Iteration 29Q: 3 clusters Score -3.339555e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271055 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -33395550.000000 Penalty: 6206.764648
	Iteration 30Q: 3 clusters Score -3.339555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271064 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -33395558.000000 Penalty: 6206.764648
	Iteration 31Q: 3 clusters Score -3.339556e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271067 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -33395554.000000 Penalty: 6206.764648
	Iteration 32Q: 3 clusters Score -3.339555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271069 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -33395556.000000 Penalty: 6206.764648
	Iteration 33Q: 3 clusters Score -3.339556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271072 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -33395568.000000 Penalty: 6206.764648
	Iteration 34Q: 3 clusters Score -3.339557e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271071 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -33395578.000000 Penalty: 6206.764648
	Iteration 35Q: 3 clusters Score -3.339558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271073 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -33395556.000000 Penalty: 6206.764648
	Iteration 36Q: 3 clusters Score -3.339556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271075 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -33395552.000000 Penalty: 6206.764648
	Iteration 37Q: 3 clusters Score -3.339555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271076 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -33395556.000000 Penalty: 6206.764648
	Iteration 38Q: 3 clusters Score -3.339556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271077 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -33395554.000000 Penalty: 6206.764648
	Iteration 39Q: 3 clusters Score -3.339555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271078 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -33395566.000000 Penalty: 6206.764648
	Iteration 40F: 3 clusters Score -3.339557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Entering Unmasked Estep 
Score: -1524270.875000 Penalty: 2345.288818
	Iteration 0F: 2 clusters Score -1524271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1514812.250000 Penalty: 4690.577637
	Iteration 0F: 3 clusters Score -1514812 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1517839.875000 Penalty: 4690.577637
	Iteration 1F: 3 clusters Score -1517840 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1518302.500000 Penalty: 4690.577637
	Iteration 2F: 3 clusters Score -1518302 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1518823.750000 Penalty: 4690.577637
	Iteration 3F: 3 clusters Score -1518824 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1519453.500000 Penalty: 4690.577637
	Iteration 4F: 3 clusters Score -1519454 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1520198.625000 Penalty: 4690.577637
	Iteration 5F: 3 clusters Score -1520199 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1520894.500000 Penalty: 4690.577637
	Iteration 6F: 3 clusters Score -1520894 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1521393.250000 Penalty: 4690.577637
	Iteration 7F: 3 clusters Score -1521393 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1521713.750000 Penalty: 4690.577637
	Iteration 8Q: 3 clusters Score -1521714 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1521897.500000 Penalty: 4690.577637
	Iteration 9Q: 3 clusters Score -1521898 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1522023.625000 Penalty: 4690.577637
	Iteration 10Q: 3 clusters Score -1522024 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1522099.000000 Penalty: 4690.577637
	Iteration 11Q: 3 clusters Score -1522099 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1522153.625000 Penalty: 4690.577637
	Iteration 12Q: 3 clusters Score -1522154 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1522195.000000 Penalty: 4690.577637
	Iteration 13Q: 3 clusters Score -1522195 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1522240.750000 Penalty: 4690.577637
	Iteration 14Q: 3 clusters Score -1522241 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1522279.250000 Penalty: 4690.577637
	Iteration 15Q: 3 clusters Score -1522279 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1522304.375000 Penalty: 4690.577637
	Iteration 16Q: 3 clusters Score -1522304 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1522333.500000 Penalty: 4690.577637
	Iteration 17Q: 3 clusters Score -1522334 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1522356.375000 Penalty: 4690.577637
	Iteration 18Q: 3 clusters Score -1522356 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1522370.375000 Penalty: 4690.577637
	Iteration 19Q: 3 clusters Score -1522370 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1522390.750000 Penalty: 4690.577637
	Iteration 20F: 3 clusters Score -1522391 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1522410.500000 Penalty: 4690.577637
	Iteration 21Q: 3 clusters Score -1522410 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1522428.125000 Penalty: 4690.577637
	Iteration 22Q: 3 clusters Score -1522428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1522444.500000 Penalty: 4690.577637
	Iteration 23Q: 3 clusters Score -1522444 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1522468.000000 Penalty: 4690.577637
	Iteration 24Q: 3 clusters Score -1522468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1522478.625000 Penalty: 4690.577637
	Iteration 25Q: 3 clusters Score -1522479 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1522490.375000 Penalty: 4690.577637
	Iteration 26Q: 3 clusters Score -1522490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1522498.250000 Penalty: 4690.577637
	Iteration 27Q: 3 clusters Score -1522498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1522503.375000 Penalty: 4690.577637
	Iteration 28Q: 3 clusters Score -1522503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1522510.125000 Penalty: 4690.577637
	Iteration 29Q: 3 clusters Score -1522510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1522514.375000 Penalty: 4690.577637
	Iteration 30Q: 3 clusters Score -1522514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1522524.875000 Penalty: 4690.577637
	Iteration 31Q: 3 clusters Score -1522525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1522530.875000 Penalty: 4690.577637
	Iteration 32Q: 3 clusters Score -1522531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1522539.375000 Penalty: 4690.577637
	Iteration 33Q: 3 clusters Score -1522539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1522542.000000 Penalty: 4690.577637
	Iteration 34Q: 3 clusters Score -1522542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1522547.625000 Penalty: 4690.577637
	Iteration 35Q: 3 clusters Score -1522548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1522548.625000 Penalty: 4690.577637
	Iteration 36Q: 3 clusters Score -1522549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1522554.750000 Penalty: 4690.577637
	Iteration 37Q: 3 clusters Score -1522555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1522558.375000 Penalty: 4690.577637
	Iteration 38Q: 3 clusters Score -1522558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1522561.875000 Penalty: 4690.577637
	Iteration 39Q: 3 clusters Score -1522562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1522561.125000 Penalty: 4690.577637
	Iteration 40F: 3 clusters Score -1522561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1522561.750000 Penalty: 4690.577637
	Iteration 41Q: 3 clusters Score -1522562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1522560.875000 Penalty: 4690.577637
	Iteration 42Q: 3 clusters Score -1522561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1522560.875000 Penalty: 4690.577637
	Iteration 43F: 3 clusters Score -1522561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Entering Unmasked Estep 
Score: -3103425.750000 Penalty: 2522.500977
	Iteration 0F: 2 clusters Score -3103426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3085338.750000 Penalty: 5045.001953
	Iteration 0F: 3 clusters Score -3085339 nChanged 11700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -3091702.250000 Penalty: 5045.001953
	Iteration 1F: 3 clusters Score -3091702 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -3092191.500000 Penalty: 5045.001953
	Iteration 2F: 3 clusters Score -3092192 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -3092662.500000 Penalty: 5045.001953
	Iteration 3Q: 3 clusters Score -3092662 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -3093177.250000 Penalty: 5045.001953
	Iteration 4Q: 3 clusters Score -3093177 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3093778.500000 Penalty: 5045.001953
	Iteration 5Q: 3 clusters Score -3093778 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -3094466.750000 Penalty: 5045.001953
	Iteration 6F: 3 clusters Score -3094467 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -3095259.000000 Penalty: 5045.001953
	Iteration 7F: 3 clusters Score -3095259 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3096086.250000 Penalty: 5045.001953
	Iteration 8F: 3 clusters Score -3096086 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -3096890.500000 Penalty: 5045.001953
	Iteration 9F: 3 clusters Score -3096890 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -3097683.250000 Penalty: 5045.001953
	Iteration 10Q: 3 clusters Score -3097683 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -3098448.500000 Penalty: 5045.001953
	Iteration 11Q: 3 clusters Score -3098448 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -3099173.250000 Penalty: 5045.001953
	Iteration 12Q: 3 clusters Score -3099173 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -3099772.750000 Penalty: 5045.001953
	Iteration 13Q: 3 clusters Score -3099773 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -3100241.250000 Penalty: 5045.001953
	Iteration 14Q: 3 clusters Score -3100241 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -3100598.250000 Penalty: 5045.001953
	Iteration 15Q: 3 clusters Score -3100598 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -3100903.000000 Penalty: 5045.001953
	Iteration 16Q: 3 clusters Score -3100903 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -3101215.250000 Penalty: 5045.001953
	Iteration 17Q: 3 clusters Score -3101215 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -3101575.250000 Penalty: 5045.001953
	Iteration 18Q: 3 clusters Score -3101575 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -3101926.000000 Penalty: 5045.001953
	Iteration 19Q: 3 clusters Score -3101926 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -3102289.000000 Penalty: 5045.001953
	Iteration 20F: 3 clusters Score -3102289 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -3102583.750000 Penalty: 5045.001953
	Iteration 21Q: 3 clusters Score -3102584 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -3102773.000000 Penalty: 5045.001953
	Iteration 22Q: 3 clusters Score -3102773 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3102875.500000 Penalty: 5045.001953
	Iteration 23Q: 3 clusters Score -3102876 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -3102911.000000 Penalty: 5045.001953
	Iteration 24Q: 3 clusters Score -3102911 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -3102938.000000 Penalty: 5045.001953
	Iteration 25Q: 3 clusters Score -3102938 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -3102939.750000 Penalty: 5045.001953
	Iteration 26Q: 3 clusters Score -3102940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -3102940.500000 Penalty: 5045.001953
	Iteration 27Q: 3 clusters Score -3102940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -3102949.000000 Penalty: 5045.001953
	Iteration 28Q: 3 clusters Score -3102949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -3102952.000000 Penalty: 5045.001953
	Iteration 29Q: 3 clusters Score -3102952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -3102950.500000 Penalty: 5045.001953
	Iteration 30Q: 3 clusters Score -3102950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -3102958.000000 Penalty: 5045.001953
	Iteration 31Q: 3 clusters Score -3102958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -3102962.000000 Penalty: 5045.001953
	Iteration 32Q: 3 clusters Score -3102962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -3102957.750000 Penalty: 5045.001953
	Iteration 33Q: 3 clusters Score -3102958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -3102963.500000 Penalty: 5045.001953
	Iteration 34Q: 3 clusters Score -3102964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -3102961.000000 Penalty: 5045.001953
	Iteration 35Q: 3 clusters Score -3102961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -3102963.250000 Penalty: 5045.001953
	Iteration 36Q: 3 clusters Score -3102963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3102963.250000 Penalty: 5045.001953
	Iteration 37Q: 3 clusters Score -3102963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -3102965.250000 Penalty: 5045.001953
	Iteration 38Q: 3 clusters Score -3102965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -3102960.250000 Penalty: 5045.001953
	Iteration 39Q: 3 clusters Score -3102960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3102960.750000 Penalty: 5045.001953
	Iteration 40F: 3 clusters Score -3102961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -143826.171875 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -143826.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -141746.796875 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -141746.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -142088.406250 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -142088.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -142209.093750 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -142209.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -142311.625000 Penalty: 3508.341797
	Iteration 3F: 3 clusters Score -142311.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -142375.734375 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -142375.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -142429.031250 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -142429 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -142473.671875 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -142473.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -142498.109375 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -142498.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -142519.234375 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -142519.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -142549.078125 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -142549.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -142569.937500 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -142569.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -142591.406250 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -142591.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -142604.781250 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -142604.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -142616.015625 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -142616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -142624.093750 Penalty: 3508.341797
	Iteration 14Q: 3 clusters Score -142624.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -142631.281250 Penalty: 3508.341797
	Iteration 15Q: 3 clusters Score -142631.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -142636.890625 Penalty: 3508.341797
	Iteration 16Q: 3 clusters Score -142636.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -142642.531250 Penalty: 3508.341797
	Iteration 17Q: 3 clusters Score -142642.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -142648.140625 Penalty: 3508.341797
	Iteration 18Q: 3 clusters Score -142648.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -142650.765625 Penalty: 3508.341797
	Iteration 19Q: 3 clusters Score -142650.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -142655.375000 Penalty: 3508.341797
	Iteration 20F: 3 clusters Score -142655.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -142658.375000 Penalty: 3508.341797
	Iteration 21Q: 3 clusters Score -142658.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -142660.781250 Penalty: 3508.341797
	Iteration 22Q: 3 clusters Score -142660.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -142662.031250 Penalty: 3508.341797
	Iteration 23Q: 3 clusters Score -142662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -142663.968750 Penalty: 3508.341797
	Iteration 24Q: 3 clusters Score -142664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -142667.640625 Penalty: 3508.341797
	Iteration 25Q: 3 clusters Score -142667.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -142669.687500 Penalty: 3508.341797
	Iteration 26Q: 3 clusters Score -142669.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -142669.687500 Penalty: 3508.341797
	Iteration 27F: 3 clusters Score -142669.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -38181.914062 Penalty: 1489.575684
	Iteration 0F: 2 clusters Score -38181.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36808.117188 Penalty: 2979.151367
	Iteration 0F: 3 clusters Score -36808.12 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -37037.476562 Penalty: 2979.151367
	Iteration 1F: 3 clusters Score -37037.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37144.976562 Penalty: 2979.151367
	Iteration 2F: 3 clusters Score -37144.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37226.238281 Penalty: 2979.151367
	Iteration 3Q: 3 clusters Score -37226.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37346.496094 Penalty: 2979.151367
	Iteration 4Q: 3 clusters Score -37346.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -37422.074219 Penalty: 2979.151367
	Iteration 5Q: 3 clusters Score -37422.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -37475.214844 Penalty: 2979.151367
	Iteration 6Q: 3 clusters Score -37475.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -37516.039062 Penalty: 2979.151367
	Iteration 7Q: 3 clusters Score -37516.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -37555.757812 Penalty: 2979.151367
	Iteration 8Q: 3 clusters Score -37555.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -37570.562500 Penalty: 2979.151367
	Iteration 9Q: 3 clusters Score -37570.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37579.179688 Penalty: 2979.151367
	Iteration 10Q: 3 clusters Score -37579.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37589.988281 Penalty: 2979.151367
	Iteration 11Q: 3 clusters Score -37589.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -37596.558594 Penalty: 2979.151367
	Iteration 12Q: 3 clusters Score -37596.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37606.031250 Penalty: 2979.151367
	Iteration 13Q: 3 clusters Score -37606.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -37613.585938 Penalty: 2979.151367
	Iteration 14F: 3 clusters Score -37613.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37645.820312 Penalty: 2979.151367
	Iteration 15Q: 3 clusters Score -37645.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37645.820312 Penalty: 2979.151367
	Iteration 16F: 3 clusters Score -37645.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Entering Unmasked Estep 
Score: -994125.250000 Penalty: 2241.720703
	Iteration 0F: 2 clusters Score -994125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -987428.312500 Penalty: 4483.441406
	Iteration 0F: 3 clusters Score -987428.3 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -989180.437500 Penalty: 4483.441406
	Iteration 1F: 3 clusters Score -989180.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -989544.937500 Penalty: 4483.441406
	Iteration 2F: 3 clusters Score -989544.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -989948.250000 Penalty: 4483.441406
	Iteration 3F: 3 clusters Score -989948.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -990403.437500 Penalty: 4483.441406
	Iteration 4F: 3 clusters Score -990403.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -990844.625000 Penalty: 4483.441406
	Iteration 5F: 3 clusters Score -990844.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -991170.125000 Penalty: 4483.441406
	Iteration 6F: 3 clusters Score -991170.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -991431.625000 Penalty: 4483.441406
	Iteration 7F: 3 clusters Score -991431.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -991654.625000 Penalty: 4483.441406
	Iteration 8Q: 3 clusters Score -991654.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -991848.812500 Penalty: 4483.441406
	Iteration 9Q: 3 clusters Score -991848.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -992029.125000 Penalty: 4483.441406
	Iteration 10Q: 3 clusters Score -992029.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -992196.812500 Penalty: 4483.441406
	Iteration 11Q: 3 clusters Score -992196.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -992365.125000 Penalty: 4483.441406
	Iteration 12Q: 3 clusters Score -992365.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -992529.875000 Penalty: 4483.441406
	Iteration 13Q: 3 clusters Score -992529.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -992671.125000 Penalty: 4483.441406
	Iteration 14Q: 3 clusters Score -992671.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -992801.687500 Penalty: 4483.441406
	Iteration 15Q: 3 clusters Score -992801.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -992948.625000 Penalty: 4483.441406
	Iteration 16Q: 3 clusters Score -992948.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -993089.937500 Penalty: 4483.441406
	Iteration 17Q: 3 clusters Score -993089.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -993193.250000 Penalty: 4483.441406
	Iteration 18Q: 3 clusters Score -993193.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -993270.187500 Penalty: 4483.441406
	Iteration 19Q: 3 clusters Score -993270.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -993327.500000 Penalty: 4483.441406
	Iteration 20F: 3 clusters Score -993327.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -993385.187500 Penalty: 4483.441406
	Iteration 21Q: 3 clusters Score -993385.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -993440.250000 Penalty: 4483.441406
	Iteration 22Q: 3 clusters Score -993440.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -993483.750000 Penalty: 4483.441406
	Iteration 23Q: 3 clusters Score -993483.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -993508.125000 Penalty: 4483.441406
	Iteration 24Q: 3 clusters Score -993508.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -993528.375000 Penalty: 4483.441406
	Iteration 25Q: 3 clusters Score -993528.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -993545.937500 Penalty: 4483.441406
	Iteration 26Q: 3 clusters Score -993545.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -993557.937500 Penalty: 4483.441406
	Iteration 27Q: 3 clusters Score -993557.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -993566.375000 Penalty: 4483.441406
	Iteration 28Q: 3 clusters Score -993566.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -993568.875000 Penalty: 4483.441406
	Iteration 29Q: 3 clusters Score -993568.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -993577.875000 Penalty: 4483.441406
	Iteration 30Q: 3 clusters Score -993577.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -993586.750000 Penalty: 4483.441406
	Iteration 31Q: 3 clusters Score -993586.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -993602.187500 Penalty: 4483.441406
	Iteration 32Q: 3 clusters Score -993602.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -993606.125000 Penalty: 4483.441406
	Iteration 33Q: 3 clusters Score -993606.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -993608.500000 Penalty: 4483.441406
	Iteration 34Q: 3 clusters Score -993608.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -993609.687500 Penalty: 4483.441406
	Iteration 35Q: 3 clusters Score -993609.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -993610.750000 Penalty: 4483.441406
	Iteration 36Q: 3 clusters Score -993610.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -993611.437500 Penalty: 4483.441406
	Iteration 37Q: 3 clusters Score -993611.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -993611.437500 Penalty: 4483.441406
	Iteration 38F: 3 clusters Score -993611.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Entering Unmasked Estep 
Score: -692399.687500 Penalty: 2175.453613
	Iteration 0F: 2 clusters Score -692399.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -687003.687500 Penalty: 4350.907227
	Iteration 0F: 3 clusters Score -687003.7 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -688651.437500 Penalty: 4350.907227
	Iteration 1F: 3 clusters Score -688651.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -689113.437500 Penalty: 4350.907227
	Iteration 2F: 3 clusters Score -689113.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -689449.625000 Penalty: 4350.907227
	Iteration 3F: 3 clusters Score -689449.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -689704.312500 Penalty: 4350.907227
	Iteration 4F: 3 clusters Score -689704.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -689931.125000 Penalty: 4350.907227
	Iteration 5F: 3 clusters Score -689931.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -690119.625000 Penalty: 4350.907227
	Iteration 6Q: 3 clusters Score -690119.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -690278.250000 Penalty: 4350.907227
	Iteration 7Q: 3 clusters Score -690278.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -690428.062500 Penalty: 4350.907227
	Iteration 8Q: 3 clusters Score -690428.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -690589.625000 Penalty: 4350.907227
	Iteration 9Q: 3 clusters Score -690589.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -690739.375000 Penalty: 4350.907227
	Iteration 10Q: 3 clusters Score -690739.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -690886.687500 Penalty: 4350.907227
	Iteration 11Q: 3 clusters Score -690886.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -691033.562500 Penalty: 4350.907227
	Iteration 12Q: 3 clusters Score -691033.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -691164.562500 Penalty: 4350.907227
	Iteration 13Q: 3 clusters Score -691164.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -691304.125000 Penalty: 4350.907227
	Iteration 14Q: 3 clusters Score -691304.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -691446.000000 Penalty: 4350.907227
	Iteration 15Q: 3 clusters Score -691446 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -691560.437500 Penalty: 4350.907227
	Iteration 16Q: 3 clusters Score -691560.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -691641.000000 Penalty: 4350.907227
	Iteration 17Q: 3 clusters Score -691641 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -691694.937500 Penalty: 4350.907227
	Iteration 18Q: 3 clusters Score -691694.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -691731.312500 Penalty: 4350.907227
	Iteration 19Q: 3 clusters Score -691731.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -691760.625000 Penalty: 4350.907227
	Iteration 20F: 3 clusters Score -691760.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -691772.625000 Penalty: 4350.907227
	Iteration 21Q: 3 clusters Score -691772.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -691789.875000 Penalty: 4350.907227
	Iteration 22Q: 3 clusters Score -691789.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -691809.687500 Penalty: 4350.907227
	Iteration 23Q: 3 clusters Score -691809.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -691830.687500 Penalty: 4350.907227
	Iteration 24Q: 3 clusters Score -691830.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -691848.375000 Penalty: 4350.907227
	Iteration 25Q: 3 clusters Score -691848.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -691861.125000 Penalty: 4350.907227
	Iteration 26Q: 3 clusters Score -691861.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -691873.500000 Penalty: 4350.907227
	Iteration 27Q: 3 clusters Score -691873.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -691880.000000 Penalty: 4350.907227
	Iteration 28Q: 3 clusters Score -691880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -691883.187500 Penalty: 4350.907227
	Iteration 29Q: 3 clusters Score -691883.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -691887.875000 Penalty: 4350.907227
	Iteration 30Q: 3 clusters Score -691887.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -691892.062500 Penalty: 4350.907227
	Iteration 31Q: 3 clusters Score -691892.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -691894.000000 Penalty: 4350.907227
	Iteration 32Q: 3 clusters Score -691894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -691896.625000 Penalty: 4350.907227
	Iteration 33Q: 3 clusters Score -691896.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -691900.875000 Penalty: 4350.907227
	Iteration 34Q: 3 clusters Score -691900.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -691908.375000 Penalty: 4350.907227
	Iteration 35Q: 3 clusters Score -691908.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -691916.250000 Penalty: 4350.907227
	Iteration 36Q: 3 clusters Score -691916.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -691929.562500 Penalty: 4350.907227
	Iteration 37Q: 3 clusters Score -691929.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -691937.312500 Penalty: 4350.907227
	Iteration 38Q: 3 clusters Score -691937.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -691943.000000 Penalty: 4350.907227
	Iteration 39Q: 3 clusters Score -691943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -691951.437500 Penalty: 4350.907227
	Iteration 40F: 3 clusters Score -691951.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -691963.812500 Penalty: 4350.907227
	Iteration 41Q: 3 clusters Score -691963.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -691976.125000 Penalty: 4350.907227
	Iteration 42Q: 3 clusters Score -691976.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -691981.375000 Penalty: 4350.907227
	Iteration 43Q: 3 clusters Score -691981.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -691986.500000 Penalty: 4350.907227
	Iteration 44Q: 3 clusters Score -691986.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -691990.687500 Penalty: 4350.907227
	Iteration 45Q: 3 clusters Score -691990.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -691998.250000 Penalty: 4350.907227
	Iteration 46Q: 3 clusters Score -691998.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -692018.312500 Penalty: 4350.907227
	Iteration 47Q: 3 clusters Score -692018.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -692035.312500 Penalty: 4350.907227
	Iteration 48Q: 3 clusters Score -692035.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -692044.625000 Penalty: 4350.907227
	Iteration 49Q: 3 clusters Score -692044.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -692052.750000 Penalty: 4350.907227
	Iteration 50Q: 3 clusters Score -692052.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -692064.875000 Penalty: 4350.907227
	Iteration 51Q: 3 clusters Score -692064.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -692078.187500 Penalty: 4350.907227
	Iteration 52Q: 3 clusters Score -692078.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -692083.687500 Penalty: 4350.907227
	Iteration 53Q: 3 clusters Score -692083.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -692087.000000 Penalty: 4350.907227
	Iteration 54Q: 3 clusters Score -692087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -692090.062500 Penalty: 4350.907227
	Iteration 55Q: 3 clusters Score -692090.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -692094.687500 Penalty: 4350.907227
	Iteration 56Q: 3 clusters Score -692094.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -692094.687500 Penalty: 4350.907227
	Iteration 57Q: 3 clusters Score -692094.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -692096.375000 Penalty: 4350.907227
	Iteration 58Q: 3 clusters Score -692096.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -692100.750000 Penalty: 4350.907227
	Iteration 59Q: 3 clusters Score -692100.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -692104.312500 Penalty: 4350.907227
	Iteration 60F: 3 clusters Score -692104.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -692110.250000 Penalty: 4350.907227
	Iteration 61Q: 3 clusters Score -692110.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -692112.500000 Penalty: 4350.907227
	Iteration 62Q: 3 clusters Score -692112.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -692115.312500 Penalty: 4350.907227
	Iteration 63Q: 3 clusters Score -692115.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -692116.687500 Penalty: 4350.907227
	Iteration 64Q: 3 clusters Score -692116.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -692119.000000 Penalty: 4350.907227
	Iteration 65Q: 3 clusters Score -692119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -692120.562500 Penalty: 4350.907227
	Iteration 66Q: 3 clusters Score -692120.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -692122.187500 Penalty: 4350.907227
	Iteration 67Q: 3 clusters Score -692122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -692122.187500 Penalty: 4350.907227
	Iteration 68Q: 3 clusters Score -692122.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -692122.187500 Penalty: 4350.907227
	Iteration 69F: 3 clusters Score -692122.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -18180.634766 Penalty: 1305.147095
	Iteration 0F: 2 clusters Score -18180.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -17153.035156 Penalty: 2610.294189
	Iteration 0F: 3 clusters Score -17153.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -17200.369141 Penalty: 2610.294189
	Iteration 1F: 3 clusters Score -17200.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17275.226562 Penalty: 2610.294189
	Iteration 2Q: 3 clusters Score -17275.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17285.958984 Penalty: 2610.294189
	Iteration 3Q: 3 clusters Score -17285.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17285.958984 Penalty: 2610.294189
	Iteration 4F: 3 clusters Score -17285.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (196436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196436 members 
Entering Unmasked Estep 
Score: -23906316.000000 Penalty: 3022.646973
	Iteration 0F: 2 clusters Score -2.390632e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97933 members 
Mstep: Class 2 contains 98503 members 
Entering Unmasked Estep 
Score: -23776326.000000 Penalty: 6045.293945
	Iteration 0F: 3 clusters Score -2.377633e+07 nChanged 94318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93867 members 
Mstep: Class 2 contains 102569 members 
Entering Unmasked Estep 
Score: -23830990.000000 Penalty: 6045.293945
	Iteration 1F: 3 clusters Score -2.383099e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91386 members 
Mstep: Class 2 contains 105050 members 
Entering Unmasked Estep 
Score: -23832346.000000 Penalty: 6045.293945
	Iteration 2Q: 3 clusters Score -2.383235e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87617 members 
Mstep: Class 2 contains 108819 members 
Entering Unmasked Estep 
Score: -23834138.000000 Penalty: 6045.293945
	Iteration 3Q: 3 clusters Score -2.383414e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82087 members 
Mstep: Class 2 contains 114349 members 
Entering Unmasked Estep 
Score: -23837194.000000 Penalty: 6045.293945
	Iteration 4Q: 3 clusters Score -2.383719e+07 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74011 members 
Mstep: Class 2 contains 122425 members 
Entering Unmasked Estep 
Score: -23842388.000000 Penalty: 6045.293945
	Iteration 5Q: 3 clusters Score -2.384239e+07 nChanged 11892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 133389 members 
Entering Unmasked Estep 
Score: -23850662.000000 Penalty: 6045.293945
	Iteration 6F: 3 clusters Score -2.385066e+07 nChanged 13830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 146587 members 
Entering Unmasked Estep 
Score: -23862648.000000 Penalty: 6045.293945
	Iteration 7F: 3 clusters Score -2.386265e+07 nChanged 13434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 159501 members 
Entering Unmasked Estep 
Score: -23874942.000000 Penalty: 6045.293945
	Iteration 8F: 3 clusters Score -2.387494e+07 nChanged 10910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 169991 members 
Entering Unmasked Estep 
Score: -23884692.000000 Penalty: 6045.293945
	Iteration 9F: 3 clusters Score -2.388469e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 177485 members 
Entering Unmasked Estep 
Score: -23891158.000000 Penalty: 6045.293945
	Iteration 10Q: 3 clusters Score -2.389116e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 182904 members 
Entering Unmasked Estep 
Score: -23895602.000000 Penalty: 6045.293945
	Iteration 11Q: 3 clusters Score -2.38956e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 186885 members 
Entering Unmasked Estep 
Score: -23898468.000000 Penalty: 6045.293945
	Iteration 12Q: 3 clusters Score -2.389847e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 189664 members 
Entering Unmasked Estep 
Score: -23900440.000000 Penalty: 6045.293945
	Iteration 13Q: 3 clusters Score -2.390044e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 191543 members 
Entering Unmasked Estep 
Score: -23901710.000000 Penalty: 6045.293945
	Iteration 14Q: 3 clusters Score -2.390171e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 192750 members 
Entering Unmasked Estep 
Score: -23902464.000000 Penalty: 6045.293945
	Iteration 15Q: 3 clusters Score -2.390246e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 193569 members 
Entering Unmasked Estep 
Score: -23902902.000000 Penalty: 6045.293945
	Iteration 16Q: 3 clusters Score -2.39029e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 194126 members 
Entering Unmasked Estep 
Score: -23903144.000000 Penalty: 6045.293945
	Iteration 17Q: 3 clusters Score -2.390314e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 194511 members 
Entering Unmasked Estep 
Score: -23903402.000000 Penalty: 6045.293945
	Iteration 18Q: 3 clusters Score -2.39034e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 194755 members 
Entering Unmasked Estep 
Score: -23903552.000000 Penalty: 6045.293945
	Iteration 19Q: 3 clusters Score -2.390355e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 194892 members 
Entering Unmasked Estep 
Score: -23903642.000000 Penalty: 6045.293945
	Iteration 20F: 3 clusters Score -2.390364e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 195000 members 
Entering Unmasked Estep 
Score: -23903670.000000 Penalty: 6045.293945
	Iteration 21Q: 3 clusters Score -2.390367e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 195085 members 
Entering Unmasked Estep 
Score: -23903722.000000 Penalty: 6045.293945
	Iteration 22Q: 3 clusters Score -2.390372e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 195151 members 
Entering Unmasked Estep 
Score: -23903768.000000 Penalty: 6045.293945
	Iteration 23Q: 3 clusters Score -2.390377e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 195198 members 
Entering Unmasked Estep 
Score: -23903822.000000 Penalty: 6045.293945
	Iteration 24Q: 3 clusters Score -2.390382e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 195242 members 
Entering Unmasked Estep 
Score: -23903860.000000 Penalty: 6045.293945
	Iteration 25Q: 3 clusters Score -2.390386e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 195275 members 
Entering Unmasked Estep 
Score: -23903858.000000 Penalty: 6045.293945
	Iteration 26Q: 3 clusters Score -2.390386e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 195305 members 
Entering Unmasked Estep 
Score: -23903890.000000 Penalty: 6045.293945
	Iteration 27Q: 3 clusters Score -2.390389e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 195329 members 
Entering Unmasked Estep 
Score: -23903918.000000 Penalty: 6045.293945
	Iteration 28Q: 3 clusters Score -2.390392e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 195350 members 
Entering Unmasked Estep 
Score: -23903932.000000 Penalty: 6045.293945
	Iteration 29Q: 3 clusters Score -2.390393e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 195359 members 
Entering Unmasked Estep 
Score: -23903954.000000 Penalty: 6045.293945
	Iteration 30Q: 3 clusters Score -2.390395e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 195377 members 
Entering Unmasked Estep 
Score: -23903990.000000 Penalty: 6045.293945
	Iteration 31Q: 3 clusters Score -2.390399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 195388 members 
Entering Unmasked Estep 
Score: -23903992.000000 Penalty: 6045.293945
	Iteration 32Q: 3 clusters Score -2.390399e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 195395 members 
Entering Unmasked Estep 
Score: -23903980.000000 Penalty: 6045.293945
	Iteration 33Q: 3 clusters Score -2.390398e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 195408 members 
Entering Unmasked Estep 
Score: -23903992.000000 Penalty: 6045.293945
	Iteration 34Q: 3 clusters Score -2.390399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 195410 members 
Entering Unmasked Estep 
Score: -23903986.000000 Penalty: 6045.293945
	Iteration 35Q: 3 clusters Score -2.390399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 195407 members 
Entering Unmasked Estep 
Score: -23903984.000000 Penalty: 6045.293945
	Iteration 36Q: 3 clusters Score -2.390398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 195410 members 
Entering Unmasked Estep 
Score: -23904002.000000 Penalty: 6045.293945
	Iteration 37Q: 3 clusters Score -2.3904e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 195413 members 
Entering Unmasked Estep 
Score: -23904008.000000 Penalty: 6045.293945
	Iteration 38Q: 3 clusters Score -2.390401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 195416 members 
Entering Unmasked Estep 
Score: -23904006.000000 Penalty: 6045.293945
	Iteration 39Q: 3 clusters Score -2.390401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 195419 members 
Entering Unmasked Estep 
Score: -23904020.000000 Penalty: 6045.293945
	Iteration 40F: 3 clusters Score -2.390402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 195422 members 
Entering Unmasked Estep 
Score: -23904026.000000 Penalty: 6045.293945
	Iteration 41Q: 3 clusters Score -2.390403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 195423 members 
Entering Unmasked Estep 
Score: -23904022.000000 Penalty: 6045.293945
	Iteration 42Q: 3 clusters Score -2.390402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 195424 members 
Entering Unmasked Estep 
Score: -23904030.000000 Penalty: 6045.293945
	Iteration 43Q: 3 clusters Score -2.390403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 195424 members 
Entering Unmasked Estep 
Score: -23904030.000000 Penalty: 6045.293945
	Iteration 44F: 3 clusters Score -2.390403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Entering Unmasked Estep 
Score: -77775.648438 Penalty: 1643.425903
	Iteration 0F: 2 clusters Score -77775.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76070.835938 Penalty: 3286.851807
	Iteration 0F: 3 clusters Score -76070.84 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76670.226562 Penalty: 3286.851807
	Iteration 1F: 3 clusters Score -76670.23 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -77038.773438 Penalty: 3286.851807
	Iteration 2F: 3 clusters Score -77038.77 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -77329.078125 Penalty: 3286.851807
	Iteration 3F: 3 clusters Score -77329.08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -77482.851562 Penalty: 3286.851807
	Iteration 4F: 3 clusters Score -77482.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -77636.250000 Penalty: 3286.851807
	Iteration 5F: 3 clusters Score -77636.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -77752.617188 Penalty: 3286.851807
	Iteration 6Q: 3 clusters Score -77752.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -77884.265625 Penalty: 3286.851807
	Iteration 7Q: 3 clusters Score -77884.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -77963.960938 Penalty: 3286.851807
	Iteration 8Q: 3 clusters Score -77963.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -77977.632812 Penalty: 3286.851807
	Iteration 9Q: 3 clusters Score -77977.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -77977.632812 Penalty: 3286.851807
	Iteration 10F: 3 clusters Score -77977.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1947 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55253 members 
Mstep: Class 6 contains 67082 members 
Mstep: Class 7 contains 39736 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227944 members 
Mstep: Class 10 contains 6308 members 
Mstep: Class 11 contains 31790 members 
Mstep: Class 12 contains 7689 members 
Mstep: Class 13 contains 6525 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56684 members 
Mstep: Class 16 contains 58213 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72414 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60457 members 
Mstep: Class 23 contains 4683 members 
Mstep: Class 24 contains 272022 members 
Mstep: Class 25 contains 12795 members 
Mstep: Class 26 contains 26144 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8427 members 
Mstep: Class 30 contains 6451 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196436 members 
Mstep: Class 33 contains 218 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 537 members 
Entering Unmasked Estep 
Score: -148040512.000000 Penalty: 125305.390625
Splitting cluster 33 changes total score from -148042304.000000 to -148040512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -88438.195312 Penalty: 1677.156982
	Iteration 0F: 2 clusters Score -88438.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -86608.085938 Penalty: 3354.313965
	Iteration 0F: 3 clusters Score -86608.09 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -86961.156250 Penalty: 3354.313965
	Iteration 1F: 3 clusters Score -86961.16 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -87181.890625 Penalty: 3354.313965
	Iteration 2F: 3 clusters Score -87181.89 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -87430.375000 Penalty: 3354.313965
	Iteration 3F: 3 clusters Score -87430.38 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -87612.382812 Penalty: 3354.313965
	Iteration 4F: 3 clusters Score -87612.38 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -87821.671875 Penalty: 3354.313965
	Iteration 5Q: 3 clusters Score -87821.67 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -88048.101562 Penalty: 3354.313965
	Iteration 6Q: 3 clusters Score -88048.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88196.234375 Penalty: 3354.313965
	Iteration 7Q: 3 clusters Score -88196.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -88285.078125 Penalty: 3354.313965
	Iteration 8Q: 3 clusters Score -88285.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88432.109375 Penalty: 3354.313965
	Iteration 9Q: 3 clusters Score -88432.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -88883.906250 Penalty: 3354.313965
	Iteration 10Q: 3 clusters Score -88883.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -89799.687500 Penalty: 3354.313965
	Iteration 11Q: 3 clusters Score -89799.69 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -89944.625000 Penalty: 3354.313965
	Iteration 12Q: 3 clusters Score -89944.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90044.570312 Penalty: 3354.313965
	Iteration 13Q: 3 clusters Score -90044.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -90078.851562 Penalty: 3354.313965
	Iteration 14Q: 3 clusters Score -90078.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -90091.289062 Penalty: 3354.313965
	Iteration 15Q: 3 clusters Score -90091.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -90106.734375 Penalty: 3354.313965
	Iteration 16Q: 3 clusters Score -90106.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90115.968750 Penalty: 3354.313965
	Iteration 17Q: 3 clusters Score -90115.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90123.046875 Penalty: 3354.313965
	Iteration 18Q: 3 clusters Score -90123.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90126.453125 Penalty: 3354.313965
	Iteration 19Q: 3 clusters Score -90126.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -90210.273438 Penalty: 3354.313965
	Iteration 20F: 3 clusters Score -90210.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -90433.328125 Penalty: 3354.313965
	Iteration 21Q: 3 clusters Score -90433.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -90660.640625 Penalty: 3354.313965
	Iteration 22Q: 3 clusters Score -90660.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -90784.875000 Penalty: 3354.313965
	Iteration 23Q: 3 clusters Score -90784.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -90814.359375 Penalty: 3354.313965
	Iteration 24Q: 3 clusters Score -90814.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -90817.703125 Penalty: 3354.313965
	Iteration 25F: 3 clusters Score -90817.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -90838.750000 Penalty: 3354.313965
	Iteration 26Q: 3 clusters Score -90838.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -90838.750000 Penalty: 3354.313965
	Iteration 27F: 3 clusters Score -90838.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1947 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55253 members 
Mstep: Class 6 contains 67082 members 
Mstep: Class 7 contains 39736 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227944 members 
Mstep: Class 10 contains 6308 members 
Mstep: Class 11 contains 31790 members 
Mstep: Class 12 contains 7689 members 
Mstep: Class 13 contains 6525 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56684 members 
Mstep: Class 16 contains 58213 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72414 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60457 members 
Mstep: Class 23 contains 4683 members 
Mstep: Class 24 contains 272022 members 
Mstep: Class 25 contains 12795 members 
Mstep: Class 26 contains 26144 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8427 members 
Mstep: Class 30 contains 6451 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196436 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 576 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
Score: -148043024.000000 Penalty: 125305.390625
Splitting cluster 34 changes total score from -148042304.000000 to -148043024.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 35 (133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Entering Unmasked Estep 
Score: -10006.460938 Penalty: 1212.806519
	Iteration 0F: 2 clusters Score -10006.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -9151.269531 Penalty: 2425.613037
	Iteration 0F: 3 clusters Score -9151.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9194.424805 Penalty: 2425.613037
	Iteration 1Q: 3 clusters Score -9194.425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9204.263672 Penalty: 2425.613037
	Iteration 2Q: 3 clusters Score -9204.264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9221.786133 Penalty: 2425.613037
	Iteration 3Q: 3 clusters Score -9221.786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9221.786133 Penalty: 2425.613037
	Iteration 4F: 3 clusters Score -9221.786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1947 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55253 members 
Mstep: Class 6 contains 67082 members 
Mstep: Class 7 contains 39736 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227944 members 
Mstep: Class 10 contains 6308 members 
Mstep: Class 11 contains 31790 members 
Mstep: Class 12 contains 7689 members 
Mstep: Class 13 contains 6525 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56684 members 
Mstep: Class 16 contains 58213 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72414 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60457 members 
Mstep: Class 23 contains 4683 members 
Mstep: Class 24 contains 272022 members 
Mstep: Class 25 contains 12795 members 
Mstep: Class 26 contains 26144 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 406 members 
Mstep: Class 29 contains 8427 members 
Mstep: Class 30 contains 6451 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196436 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 576 members 
Mstep: Class 35 contains 133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148043056.000000 Penalty: 125305.390625
Iteration 159Q: 37 clusters Score -1.480431e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 767 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1954 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55274 members 
Mstep: Class 6 contains 67069 members 
Mstep: Class 7 contains 39736 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227938 members 
Mstep: Class 10 contains 6308 members 
Mstep: Class 11 contains 31790 members 
Mstep: Class 12 contains 7688 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56686 members 
Mstep: Class 16 contains 58216 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72386 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60443 members 
Mstep: Class 23 contains 4683 members 
Mstep: Class 24 contains 272036 members 
Mstep: Class 25 contains 12794 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 391 members 
Mstep: Class 29 contains 8419 members 
Mstep: Class 30 contains 6457 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196449 members 
Mstep: Class 33 contains 755 members 
Mstep: Class 34 contains 591 members 
Mstep: Class 35 contains 133 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148043568.000000 Penalty: 125305.390625
Iteration 160F: 37 clusters Score -1.480436e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 749 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1960 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55304 members 
Mstep: Class 6 contains 67063 members 
Mstep: Class 7 contains 39737 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227928 members 
Mstep: Class 10 contains 6306 members 
Mstep: Class 11 contains 31791 members 
Mstep: Class 12 contains 7691 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56688 members 
Mstep: Class 16 contains 58224 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72358 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60430 members 
Mstep: Class 23 contains 4685 members 
Mstep: Class 24 contains 272041 members 
Mstep: Class 25 contains 12793 members 
Mstep: Class 26 contains 26144 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 388 members 
Mstep: Class 29 contains 8413 members 
Mstep: Class 30 contains 6460 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196457 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 594 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044224.000000 Penalty: 125305.390625
Iteration 161Q: 37 clusters Score -1.480442e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 748 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1961 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55329 members 
Mstep: Class 6 contains 67055 members 
Mstep: Class 7 contains 39736 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227923 members 
Mstep: Class 10 contains 6305 members 
Mstep: Class 11 contains 31792 members 
Mstep: Class 12 contains 7685 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56694 members 
Mstep: Class 16 contains 58226 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72340 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60421 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272048 members 
Mstep: Class 25 contains 12795 members 
Mstep: Class 26 contains 26144 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 385 members 
Mstep: Class 29 contains 8414 members 
Mstep: Class 30 contains 6462 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196460 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 597 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044304.000000 Penalty: 125305.390625
Iteration 162Q: 37 clusters Score -1.480443e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 748 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55336 members 
Mstep: Class 6 contains 67053 members 
Mstep: Class 7 contains 39733 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227928 members 
Mstep: Class 10 contains 6304 members 
Mstep: Class 11 contains 31791 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 6527 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56698 members 
Mstep: Class 16 contains 58233 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72320 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60415 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272047 members 
Mstep: Class 25 contains 12794 members 
Mstep: Class 26 contains 26144 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 384 members 
Mstep: Class 29 contains 8409 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196468 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 598 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044400.000000 Penalty: 125305.390625
Iteration 163Q: 37 clusters Score -1.480444e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 748 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1972 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55339 members 
Mstep: Class 6 contains 67050 members 
Mstep: Class 7 contains 39732 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227925 members 
Mstep: Class 10 contains 6306 members 
Mstep: Class 11 contains 31792 members 
Mstep: Class 12 contains 7691 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56701 members 
Mstep: Class 16 contains 58236 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72307 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60409 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 272049 members 
Mstep: Class 25 contains 12794 members 
Mstep: Class 26 contains 26144 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196469 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 600 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044400.000000 Penalty: 125305.390625
Iteration 164Q: 37 clusters Score -1.480444e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 748 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1973 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55349 members 
Mstep: Class 6 contains 67049 members 
Mstep: Class 7 contains 39730 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227926 members 
Mstep: Class 10 contains 6306 members 
Mstep: Class 11 contains 31792 members 
Mstep: Class 12 contains 7686 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56703 members 
Mstep: Class 16 contains 58239 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72292 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60409 members 
Mstep: Class 23 contains 4688 members 
Mstep: Class 24 contains 272053 members 
Mstep: Class 25 contains 12795 members 
Mstep: Class 26 contains 26144 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196469 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044272.000000 Penalty: 125305.390625
Iteration 165Q: 37 clusters Score -1.480443e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 748 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1971 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55347 members 
Mstep: Class 6 contains 67050 members 
Mstep: Class 7 contains 39732 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227923 members 
Mstep: Class 10 contains 6307 members 
Mstep: Class 11 contains 31792 members 
Mstep: Class 12 contains 7687 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56706 members 
Mstep: Class 16 contains 58242 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72279 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60405 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 272056 members 
Mstep: Class 25 contains 12797 members 
Mstep: Class 26 contains 26145 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8409 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196475 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044256.000000 Penalty: 125305.390625
Iteration 166Q: 37 clusters Score -1.480443e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 748 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1970 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55352 members 
Mstep: Class 6 contains 67048 members 
Mstep: Class 7 contains 39732 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227916 members 
Mstep: Class 10 contains 6310 members 
Mstep: Class 11 contains 31791 members 
Mstep: Class 12 contains 7691 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56712 members 
Mstep: Class 16 contains 58246 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72270 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60401 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272061 members 
Mstep: Class 25 contains 12798 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8409 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196471 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044304.000000 Penalty: 125305.390625
Iteration 167Q: 37 clusters Score -1.480443e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 748 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1968 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55359 members 
Mstep: Class 6 contains 67048 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227913 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31790 members 
Mstep: Class 12 contains 7689 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56715 members 
Mstep: Class 16 contains 58251 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72259 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60401 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272067 members 
Mstep: Class 25 contains 12800 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8409 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196463 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044320.000000 Penalty: 125305.390625
Iteration 168Q: 37 clusters Score -1.480443e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 748 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1966 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55360 members 
Mstep: Class 6 contains 67045 members 
Mstep: Class 7 contains 39737 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227914 members 
Mstep: Class 10 contains 6313 members 
Mstep: Class 11 contains 31790 members 
Mstep: Class 12 contains 7690 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56716 members 
Mstep: Class 16 contains 58255 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72248 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 272070 members 
Mstep: Class 25 contains 12802 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8409 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196464 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044272.000000 Penalty: 125305.390625
Iteration 169Q: 37 clusters Score -1.480443e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 748 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55364 members 
Mstep: Class 6 contains 67045 members 
Mstep: Class 7 contains 39736 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227911 members 
Mstep: Class 10 contains 6313 members 
Mstep: Class 11 contains 31790 members 
Mstep: Class 12 contains 7690 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56718 members 
Mstep: Class 16 contains 58259 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72238 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 272069 members 
Mstep: Class 25 contains 12802 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196468 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044352.000000 Penalty: 125305.390625
Iteration 170Q: 37 clusters Score -1.480444e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 748 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55373 members 
Mstep: Class 6 contains 67045 members 
Mstep: Class 7 contains 39735 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227909 members 
Mstep: Class 10 contains 6313 members 
Mstep: Class 11 contains 31790 members 
Mstep: Class 12 contains 7690 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56717 members 
Mstep: Class 16 contains 58262 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72226 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 272069 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6466 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196472 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044224.000000 Penalty: 125305.390625
Iteration 171Q: 37 clusters Score -1.480442e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 748 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55378 members 
Mstep: Class 6 contains 67046 members 
Mstep: Class 7 contains 39735 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227910 members 
Mstep: Class 10 contains 6313 members 
Mstep: Class 11 contains 31790 members 
Mstep: Class 12 contains 7690 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56716 members 
Mstep: Class 16 contains 58266 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72217 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 272068 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196471 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044224.000000 Penalty: 125305.390625
Iteration 172Q: 37 clusters Score -1.480442e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 748 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55386 members 
Mstep: Class 6 contains 67046 members 
Mstep: Class 7 contains 39735 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227908 members 
Mstep: Class 10 contains 6313 members 
Mstep: Class 11 contains 31790 members 
Mstep: Class 12 contains 7690 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56716 members 
Mstep: Class 16 contains 58269 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72209 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 272063 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196475 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044288.000000 Penalty: 125305.390625
Iteration 173Q: 37 clusters Score -1.480443e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 748 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55395 members 
Mstep: Class 6 contains 67045 members 
Mstep: Class 7 contains 39735 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227908 members 
Mstep: Class 10 contains 6313 members 
Mstep: Class 11 contains 31790 members 
Mstep: Class 12 contains 7689 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56717 members 
Mstep: Class 16 contains 58268 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72204 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272061 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196476 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044272.000000 Penalty: 125305.390625
Iteration 174Q: 37 clusters Score -1.480443e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 748 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55405 members 
Mstep: Class 6 contains 67043 members 
Mstep: Class 7 contains 39735 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227908 members 
Mstep: Class 10 contains 6313 members 
Mstep: Class 11 contains 31790 members 
Mstep: Class 12 contains 7687 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56718 members 
Mstep: Class 16 contains 58269 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72194 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272057 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196482 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044256.000000 Penalty: 125305.390625
Iteration 175Q: 37 clusters Score -1.480443e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 748 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55410 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227906 members 
Mstep: Class 10 contains 6313 members 
Mstep: Class 11 contains 31791 members 
Mstep: Class 12 contains 7687 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56722 members 
Mstep: Class 16 contains 58270 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72189 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272051 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196484 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044224.000000 Penalty: 125305.390625
Iteration 176Q: 37 clusters Score -1.480442e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 748 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55415 members 
Mstep: Class 6 contains 67045 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227906 members 
Mstep: Class 10 contains 6313 members 
Mstep: Class 11 contains 31791 members 
Mstep: Class 12 contains 7687 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56725 members 
Mstep: Class 16 contains 58270 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72184 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60399 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272049 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196483 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044192.000000 Penalty: 125305.390625
Iteration 177Q: 37 clusters Score -1.480442e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 748 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55417 members 
Mstep: Class 6 contains 67045 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227906 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31791 members 
Mstep: Class 12 contains 7687 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58272 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72181 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60399 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272045 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196485 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044192.000000 Penalty: 125305.390625
Iteration 178Q: 37 clusters Score -1.480442e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 748 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55417 members 
Mstep: Class 6 contains 67045 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31791 members 
Mstep: Class 12 contains 7687 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58274 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72178 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60399 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272044 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196488 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148044208.000000 Penalty: 125305.390625
Iteration 179Q: 37 clusters Score -1.480442e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 748 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55417 members 
Mstep: Class 6 contains 67045 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227904 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31791 members 
Mstep: Class 12 contains 7687 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58275 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72175 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60399 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272043 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196492 members 
Mstep: Class 33 contains 754 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 142 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148045136.000000 Penalty: 125305.390625
Iteration 180F: 37 clusters Score -1.480451e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 724 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55418 members 
Mstep: Class 6 contains 67045 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227903 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31791 members 
Mstep: Class 12 contains 7687 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56728 members 
Mstep: Class 16 contains 58276 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72173 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60399 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272043 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196492 members 
Mstep: Class 33 contains 753 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 146 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148046160.000000 Penalty: 125305.390625
Iteration 181Q: 37 clusters Score -1.480462e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55424 members 
Mstep: Class 6 contains 67045 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31791 members 
Mstep: Class 12 contains 7687 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58276 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72172 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60399 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272040 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6467 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196493 members 
Mstep: Class 33 contains 752 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 147 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148046112.000000 Penalty: 125305.390625
Iteration 182Q: 37 clusters Score -1.480461e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55426 members 
Mstep: Class 6 contains 67045 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227906 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31790 members 
Mstep: Class 12 contains 7687 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58276 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72171 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60399 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272039 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196493 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148046048.000000 Penalty: 125305.390625
Iteration 183Q: 37 clusters Score -1.48046e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55430 members 
Mstep: Class 6 contains 67045 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31790 members 
Mstep: Class 12 contains 7686 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58276 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72169 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60399 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272040 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196492 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148046080.000000 Penalty: 125305.390625
Iteration 184Q: 37 clusters Score -1.480461e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55434 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227904 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31790 members 
Mstep: Class 12 contains 7685 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56728 members 
Mstep: Class 16 contains 58276 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72167 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60399 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272041 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196493 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148046112.000000 Penalty: 125305.390625
Iteration 185Q: 37 clusters Score -1.480461e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55439 members 
Mstep: Class 6 contains 67043 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227904 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31789 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56728 members 
Mstep: Class 16 contains 58276 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72163 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60399 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272040 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196496 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148046096.000000 Penalty: 125305.390625
Iteration 186Q: 37 clusters Score -1.480461e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55442 members 
Mstep: Class 6 contains 67042 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227904 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56728 members 
Mstep: Class 16 contains 58276 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72160 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60399 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272038 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196500 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148046064.000000 Penalty: 125305.390625
Iteration 187Q: 37 clusters Score -1.480461e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55446 members 
Mstep: Class 6 contains 67042 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227904 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31787 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56728 members 
Mstep: Class 16 contains 58277 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72158 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60399 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272036 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196500 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148046048.000000 Penalty: 125305.390625
Iteration 188Q: 37 clusters Score -1.48046e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55450 members 
Mstep: Class 6 contains 67042 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227904 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31787 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58278 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72156 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60399 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272035 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196499 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148046128.000000 Penalty: 125305.390625
Iteration 189Q: 37 clusters Score -1.480461e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55452 members 
Mstep: Class 6 contains 67042 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227904 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31787 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58282 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72153 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272033 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26146 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196497 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148046096.000000 Penalty: 125305.390625
Iteration 190Q: 37 clusters Score -1.480461e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55452 members 
Mstep: Class 6 contains 67042 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31787 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58284 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72152 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272031 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196496 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148046144.000000 Penalty: 125305.390625
Iteration 191Q: 37 clusters Score -1.480461e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55453 members 
Mstep: Class 6 contains 67041 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227907 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31787 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58284 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72151 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272030 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196496 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148046048.000000 Penalty: 125305.390625
Iteration 192Q: 37 clusters Score -1.48046e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55454 members 
Mstep: Class 6 contains 67041 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227908 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31787 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58284 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72150 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196497 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148046112.000000 Penalty: 125305.390625
Iteration 193Q: 37 clusters Score -1.480461e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55455 members 
Mstep: Class 6 contains 67042 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227906 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31787 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58284 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72150 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272029 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196496 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148046080.000000 Penalty: 125305.390625
Iteration 194Q: 37 clusters Score -1.480461e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55455 members 
Mstep: Class 6 contains 67042 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227906 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31787 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58283 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72149 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272030 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196497 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148046128.000000 Penalty: 125305.390625
Iteration 195Q: 37 clusters Score -1.480461e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55455 members 
Mstep: Class 6 contains 67042 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227906 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31787 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58284 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72147 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272031 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196497 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148046128.000000 Penalty: 125305.390625
Iteration 196Q: 37 clusters Score -1.480461e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55455 members 
Mstep: Class 6 contains 67043 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227906 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31787 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58284 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72147 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272029 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196498 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148046160.000000 Penalty: 125305.390625
Iteration 197Q: 37 clusters Score -1.480462e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55455 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31787 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58284 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72147 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272029 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196498 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148046144.000000 Penalty: 125305.390625
Iteration 198Q: 37 clusters Score -1.480461e+08 nChanged 0
Entering ConstructFrom: 
Score: -148046144.000000 Penalty: 125305.390625
Entering ConstructFrom: 
Trying to split cluster 1 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -66237.351562 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -66237.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -64779.929688 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -64779.93 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -65472.429688 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -65472.43 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -66829.382812 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -66829.38 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -67784.828125 Penalty: 3197.863525
	Iteration 3F: 3 clusters Score -67784.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -67949.960938 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -67949.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -67989.593750 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -67989.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -68081.164062 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -68081.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -68214.203125 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -68214.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -68296.976562 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -68296.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -68303.148438 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -68303.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -68303.148438 Penalty: 3197.863525
	Iteration 10F: 3 clusters Score -68303.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55455 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31787 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58284 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72147 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272029 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196498 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 446 members 
Entering Unmasked Estep 
Score: -148046496.000000 Penalty: 128786.093750
Splitting cluster 1 changes total score from -148046144.000000 to -148046496.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 2 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -519968.437500 Penalty: 2082.917236
	Iteration 0F: 2 clusters Score -519968.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -515838.187500 Penalty: 4165.834473
	Iteration 0F: 3 clusters Score -515838.2 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -516784.000000 Penalty: 4165.834473
	Iteration 1F: 3 clusters Score -516784 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -517018.781250 Penalty: 4165.834473
	Iteration 2F: 3 clusters Score -517018.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -517201.843750 Penalty: 4165.834473
	Iteration 3F: 3 clusters Score -517201.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -517345.656250 Penalty: 4165.834473
	Iteration 4Q: 3 clusters Score -517345.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -517482.718750 Penalty: 4165.834473
	Iteration 5Q: 3 clusters Score -517482.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -517614.343750 Penalty: 4165.834473
	Iteration 6Q: 3 clusters Score -517614.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -517727.906250 Penalty: 4165.834473
	Iteration 7Q: 3 clusters Score -517727.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -517828.031250 Penalty: 4165.834473
	Iteration 8Q: 3 clusters Score -517828 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -517939.062500 Penalty: 4165.834473
	Iteration 9Q: 3 clusters Score -517939.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -518034.531250 Penalty: 4165.834473
	Iteration 10Q: 3 clusters Score -518034.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -518119.187500 Penalty: 4165.834473
	Iteration 11Q: 3 clusters Score -518119.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -518191.406250 Penalty: 4165.834473
	Iteration 12Q: 3 clusters Score -518191.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -518254.750000 Penalty: 4165.834473
	Iteration 13Q: 3 clusters Score -518254.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -518310.562500 Penalty: 4165.834473
	Iteration 14Q: 3 clusters Score -518310.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -518366.781250 Penalty: 4165.834473
	Iteration 15Q: 3 clusters Score -518366.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -518398.062500 Penalty: 4165.834473
	Iteration 16Q: 3 clusters Score -518398.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -518429.187500 Penalty: 4165.834473
	Iteration 17Q: 3 clusters Score -518429.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -518459.187500 Penalty: 4165.834473
	Iteration 18Q: 3 clusters Score -518459.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -518482.218750 Penalty: 4165.834473
	Iteration 19Q: 3 clusters Score -518482.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -518497.875000 Penalty: 4165.834473
	Iteration 20F: 3 clusters Score -518497.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -518515.281250 Penalty: 4165.834473
	Iteration 21Q: 3 clusters Score -518515.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -518529.468750 Penalty: 4165.834473
	Iteration 22Q: 3 clusters Score -518529.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -518540.093750 Penalty: 4165.834473
	Iteration 23Q: 3 clusters Score -518540.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -518547.937500 Penalty: 4165.834473
	Iteration 24Q: 3 clusters Score -518547.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -518558.437500 Penalty: 4165.834473
	Iteration 25Q: 3 clusters Score -518558.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -518567.531250 Penalty: 4165.834473
	Iteration 26Q: 3 clusters Score -518567.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -518571.625000 Penalty: 4165.834473
	Iteration 27Q: 3 clusters Score -518571.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -518574.281250 Penalty: 4165.834473
	Iteration 28Q: 3 clusters Score -518574.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -518576.437500 Penalty: 4165.834473
	Iteration 29Q: 3 clusters Score -518576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -518578.468750 Penalty: 4165.834473
	Iteration 30Q: 3 clusters Score -518578.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -518580.968750 Penalty: 4165.834473
	Iteration 31Q: 3 clusters Score -518581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -518582.281250 Penalty: 4165.834473
	Iteration 32Q: 3 clusters Score -518582.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -518582.656250 Penalty: 4165.834473
	Iteration 33Q: 3 clusters Score -518582.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -518582.656250 Penalty: 4165.834473
	Iteration 34F: 3 clusters Score -518582.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Entering Unmasked Estep 
Score: -231739.968750 Penalty: 1880.897705
	Iteration 0F: 2 clusters Score -231740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -229158.484375 Penalty: 3761.795410
	Iteration 0F: 3 clusters Score -229158.5 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -229587.265625 Penalty: 3761.795410
	Iteration 1F: 3 clusters Score -229587.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -229713.125000 Penalty: 3761.795410
	Iteration 2F: 3 clusters Score -229713.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -229765.640625 Penalty: 3761.795410
	Iteration 3Q: 3 clusters Score -229765.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -229811.359375 Penalty: 3761.795410
	Iteration 4Q: 3 clusters Score -229811.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -229840.000000 Penalty: 3761.795410
	Iteration 5Q: 3 clusters Score -229840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -229864.750000 Penalty: 3761.795410
	Iteration 6Q: 3 clusters Score -229864.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -229882.781250 Penalty: 3761.795410
	Iteration 7Q: 3 clusters Score -229882.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -229905.296875 Penalty: 3761.795410
	Iteration 8Q: 3 clusters Score -229905.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -229921.734375 Penalty: 3761.795410
	Iteration 9Q: 3 clusters Score -229921.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -229939.046875 Penalty: 3761.795410
	Iteration 10Q: 3 clusters Score -229939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -229954.421875 Penalty: 3761.795410
	Iteration 11Q: 3 clusters Score -229954.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -229966.796875 Penalty: 3761.795410
	Iteration 12Q: 3 clusters Score -229966.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -229976.421875 Penalty: 3761.795410
	Iteration 13Q: 3 clusters Score -229976.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -229981.765625 Penalty: 3761.795410
	Iteration 14Q: 3 clusters Score -229981.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -229985.453125 Penalty: 3761.795410
	Iteration 15Q: 3 clusters Score -229985.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -229986.937500 Penalty: 3761.795410
	Iteration 16Q: 3 clusters Score -229986.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -229988.812500 Penalty: 3761.795410
	Iteration 17Q: 3 clusters Score -229988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -229989.453125 Penalty: 3761.795410
	Iteration 18Q: 3 clusters Score -229989.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -229989.968750 Penalty: 3761.795410
	Iteration 19Q: 3 clusters Score -229990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -229990.968750 Penalty: 3761.795410
	Iteration 20F: 3 clusters Score -229991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -229991.671875 Penalty: 3761.795410
	Iteration 21Q: 3 clusters Score -229991.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -229991.671875 Penalty: 3761.795410
	Iteration 22F: 3 clusters Score -229991.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Entering Unmasked Estep 
Score: -211676.468750 Penalty: 1848.483276
	Iteration 0F: 2 clusters Score -211676.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -209207.156250 Penalty: 3696.966553
	Iteration 0F: 3 clusters Score -209207.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -209753.562500 Penalty: 3696.966553
	Iteration 1F: 3 clusters Score -209753.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -209969.562500 Penalty: 3696.966553
	Iteration 2F: 3 clusters Score -209969.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -210102.671875 Penalty: 3696.966553
	Iteration 3F: 3 clusters Score -210102.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -210203.859375 Penalty: 3696.966553
	Iteration 4F: 3 clusters Score -210203.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -210287.609375 Penalty: 3696.966553
	Iteration 5Q: 3 clusters Score -210287.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -210341.765625 Penalty: 3696.966553
	Iteration 6Q: 3 clusters Score -210341.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -210385.140625 Penalty: 3696.966553
	Iteration 7Q: 3 clusters Score -210385.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -210418.171875 Penalty: 3696.966553
	Iteration 8Q: 3 clusters Score -210418.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -210459.203125 Penalty: 3696.966553
	Iteration 9Q: 3 clusters Score -210459.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -210493.671875 Penalty: 3696.966553
	Iteration 10Q: 3 clusters Score -210493.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -210519.218750 Penalty: 3696.966553
	Iteration 11Q: 3 clusters Score -210519.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -210539.437500 Penalty: 3696.966553
	Iteration 12Q: 3 clusters Score -210539.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -210563.265625 Penalty: 3696.966553
	Iteration 13Q: 3 clusters Score -210563.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -210583.171875 Penalty: 3696.966553
	Iteration 14Q: 3 clusters Score -210583.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -210598.796875 Penalty: 3696.966553
	Iteration 15Q: 3 clusters Score -210598.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -210606.562500 Penalty: 3696.966553
	Iteration 16Q: 3 clusters Score -210606.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -210611.390625 Penalty: 3696.966553
	Iteration 17Q: 3 clusters Score -210611.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -210616.046875 Penalty: 3696.966553
	Iteration 18Q: 3 clusters Score -210616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -210620.015625 Penalty: 3696.966553
	Iteration 19Q: 3 clusters Score -210620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -210625.984375 Penalty: 3696.966553
	Iteration 20F: 3 clusters Score -210626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -210629.875000 Penalty: 3696.966553
	Iteration 21Q: 3 clusters Score -210629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -210631.328125 Penalty: 3696.966553
	Iteration 22Q: 3 clusters Score -210631.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -210633.343750 Penalty: 3696.966553
	Iteration 23Q: 3 clusters Score -210633.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -210636.281250 Penalty: 3696.966553
	Iteration 24Q: 3 clusters Score -210636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -210637.468750 Penalty: 3696.966553
	Iteration 25Q: 3 clusters Score -210637.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -210640.625000 Penalty: 3696.966553
	Iteration 26Q: 3 clusters Score -210640.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -210641.937500 Penalty: 3696.966553
	Iteration 27Q: 3 clusters Score -210641.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -210642.750000 Penalty: 3696.966553
	Iteration 28Q: 3 clusters Score -210642.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -210642.750000 Penalty: 3696.966553
	Iteration 29F: 3 clusters Score -210642.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Entering Unmasked Estep 
Score: -6339260.000000 Penalty: 2708.985107
	Iteration 0F: 2 clusters Score -6339260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -6302097.000000 Penalty: 5417.970215
	Iteration 0F: 3 clusters Score -6302097 nChanged 25672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -6316520.000000 Penalty: 5417.970215
	Iteration 1F: 3 clusters Score -6316520 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -6317416.000000 Penalty: 5417.970215
	Iteration 2Q: 3 clusters Score -6317416 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -6318562.000000 Penalty: 5417.970215
	Iteration 3Q: 3 clusters Score -6318562 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -6319963.000000 Penalty: 5417.970215
	Iteration 4F: 3 clusters Score -6319963 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -6321557.500000 Penalty: 5417.970215
	Iteration 5F: 3 clusters Score -6321558 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -6323287.500000 Penalty: 5417.970215
	Iteration 6F: 3 clusters Score -6323288 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -6325049.500000 Penalty: 5417.970215
	Iteration 7F: 3 clusters Score -6325050 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -6326950.500000 Penalty: 5417.970215
	Iteration 8F: 3 clusters Score -6326950 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -6328783.500000 Penalty: 5417.970215
	Iteration 9F: 3 clusters Score -6328784 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -6330120.000000 Penalty: 5417.970215
	Iteration 10Q: 3 clusters Score -6330120 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -6330975.500000 Penalty: 5417.970215
	Iteration 11Q: 3 clusters Score -6330976 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -6331492.500000 Penalty: 5417.970215
	Iteration 12Q: 3 clusters Score -6331492 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -6331836.000000 Penalty: 5417.970215
	Iteration 13Q: 3 clusters Score -6331836 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -6332047.500000 Penalty: 5417.970215
	Iteration 14Q: 3 clusters Score -6332048 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -6332221.500000 Penalty: 5417.970215
	Iteration 15Q: 3 clusters Score -6332222 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -6332361.000000 Penalty: 5417.970215
	Iteration 16Q: 3 clusters Score -6332361 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -6332458.500000 Penalty: 5417.970215
	Iteration 17Q: 3 clusters Score -6332458 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -6332568.500000 Penalty: 5417.970215
	Iteration 18Q: 3 clusters Score -6332568 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -6332626.500000 Penalty: 5417.970215
	Iteration 19Q: 3 clusters Score -6332626 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -6332710.000000 Penalty: 5417.970215
	Iteration 20F: 3 clusters Score -6332710 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -6332789.000000 Penalty: 5417.970215
	Iteration 21Q: 3 clusters Score -6332789 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -6332908.500000 Penalty: 5417.970215
	Iteration 22Q: 3 clusters Score -6332908 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -6333027.500000 Penalty: 5417.970215
	Iteration 23Q: 3 clusters Score -6333028 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -6333171.000000 Penalty: 5417.970215
	Iteration 24Q: 3 clusters Score -6333171 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -6333339.500000 Penalty: 5417.970215
	Iteration 25Q: 3 clusters Score -6333340 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -6333489.000000 Penalty: 5417.970215
	Iteration 26Q: 3 clusters Score -6333489 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -6333657.000000 Penalty: 5417.970215
	Iteration 27Q: 3 clusters Score -6333657 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -6333828.000000 Penalty: 5417.970215
	Iteration 28Q: 3 clusters Score -6333828 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -6334033.000000 Penalty: 5417.970215
	Iteration 29Q: 3 clusters Score -6334033 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -6334199.000000 Penalty: 5417.970215
	Iteration 30Q: 3 clusters Score -6334199 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -6334409.000000 Penalty: 5417.970215
	Iteration 31Q: 3 clusters Score -6334409 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -6334594.000000 Penalty: 5417.970215
	Iteration 32Q: 3 clusters Score -6334594 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -6334779.000000 Penalty: 5417.970215
	Iteration 33Q: 3 clusters Score -6334779 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -6334896.000000 Penalty: 5417.970215
	Iteration 34Q: 3 clusters Score -6334896 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -6335023.000000 Penalty: 5417.970215
	Iteration 35Q: 3 clusters Score -6335023 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -6335116.000000 Penalty: 5417.970215
	Iteration 36Q: 3 clusters Score -6335116 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -6335211.500000 Penalty: 5417.970215
	Iteration 37Q: 3 clusters Score -6335212 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -6335312.500000 Penalty: 5417.970215
	Iteration 38Q: 3 clusters Score -6335312 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -6335362.000000 Penalty: 5417.970215
	Iteration 39Q: 3 clusters Score -6335362 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -6335451.500000 Penalty: 5417.970215
	Iteration 40F: 3 clusters Score -6335452 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -6335511.500000 Penalty: 5417.970215
	Iteration 41Q: 3 clusters Score -6335512 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -6335535.000000 Penalty: 5417.970215
	Iteration 42Q: 3 clusters Score -6335535 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -6335557.000000 Penalty: 5417.970215
	Iteration 43Q: 3 clusters Score -6335557 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -6335585.500000 Penalty: 5417.970215
	Iteration 44Q: 3 clusters Score -6335586 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -6335613.500000 Penalty: 5417.970215
	Iteration 45Q: 3 clusters Score -6335614 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -6335619.500000 Penalty: 5417.970215
	Iteration 46Q: 3 clusters Score -6335620 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -6335624.500000 Penalty: 5417.970215
	Iteration 47Q: 3 clusters Score -6335624 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -6335616.500000 Penalty: 5417.970215
	Iteration 48Q: 3 clusters Score -6335616 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -6335634.500000 Penalty: 5417.970215
	Iteration 49Q: 3 clusters Score -6335634 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -6335655.500000 Penalty: 5417.970215
	Iteration 50Q: 3 clusters Score -6335656 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -6335681.500000 Penalty: 5417.970215
	Iteration 51Q: 3 clusters Score -6335682 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -6335691.000000 Penalty: 5417.970215
	Iteration 52Q: 3 clusters Score -6335691 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -6335696.500000 Penalty: 5417.970215
	Iteration 53Q: 3 clusters Score -6335696 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -6335705.500000 Penalty: 5417.970215
	Iteration 54Q: 3 clusters Score -6335706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -6335710.500000 Penalty: 5417.970215
	Iteration 55Q: 3 clusters Score -6335710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -6335714.000000 Penalty: 5417.970215
	Iteration 56Q: 3 clusters Score -6335714 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -6335693.500000 Penalty: 5417.970215
	Iteration 57Q: 3 clusters Score -6335694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -6335698.500000 Penalty: 5417.970215
	Iteration 58Q: 3 clusters Score -6335698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -6335713.500000 Penalty: 5417.970215
	Iteration 59Q: 3 clusters Score -6335714 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -6335724.000000 Penalty: 5417.970215
	Iteration 60F: 3 clusters Score -6335724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -6335731.000000 Penalty: 5417.970215
	Iteration 61Q: 3 clusters Score -6335731 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -6335733.500000 Penalty: 5417.970215
	Iteration 62Q: 3 clusters Score -6335734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -6335724.000000 Penalty: 5417.970215
	Iteration 63Q: 3 clusters Score -6335724 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -6335738.500000 Penalty: 5417.970215
	Iteration 64Q: 3 clusters Score -6335738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -6335744.500000 Penalty: 5417.970215
	Iteration 65Q: 3 clusters Score -6335744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -6335737.000000 Penalty: 5417.970215
	Iteration 66Q: 3 clusters Score -6335737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -6335739.500000 Penalty: 5417.970215
	Iteration 67Q: 3 clusters Score -6335740 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -6335733.000000 Penalty: 5417.970215
	Iteration 68Q: 3 clusters Score -6335733 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -6335724.000000 Penalty: 5417.970215
	Iteration 69Q: 3 clusters Score -6335724 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -6335721.000000 Penalty: 5417.970215
	Iteration 70Q: 3 clusters Score -6335721 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -6335722.500000 Penalty: 5417.970215
	Iteration 71Q: 3 clusters Score -6335722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -6335734.500000 Penalty: 5417.970215
	Iteration 72Q: 3 clusters Score -6335734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -6335755.000000 Penalty: 5417.970215
	Iteration 73Q: 3 clusters Score -6335755 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -6335735.500000 Penalty: 5417.970215
	Iteration 74Q: 3 clusters Score -6335736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -6335744.500000 Penalty: 5417.970215
	Iteration 75Q: 3 clusters Score -6335744 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -6335747.000000 Penalty: 5417.970215
	Iteration 76Q: 3 clusters Score -6335747 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -6335758.500000 Penalty: 5417.970215
	Iteration 77Q: 3 clusters Score -6335758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -6335765.000000 Penalty: 5417.970215
	Iteration 78Q: 3 clusters Score -6335765 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -6335770.500000 Penalty: 5417.970215
	Iteration 79Q: 3 clusters Score -6335770 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -6335775.500000 Penalty: 5417.970215
	Iteration 80F: 3 clusters Score -6335776 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -6335778.000000 Penalty: 5417.970215
	Iteration 81Q: 3 clusters Score -6335778 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -6335791.500000 Penalty: 5417.970215
	Iteration 82Q: 3 clusters Score -6335792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -6335793.500000 Penalty: 5417.970215
	Iteration 83Q: 3 clusters Score -6335794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -6335798.500000 Penalty: 5417.970215
	Iteration 84Q: 3 clusters Score -6335798 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -6335783.500000 Penalty: 5417.970215
	Iteration 85Q: 3 clusters Score -6335784 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -6335794.500000 Penalty: 5417.970215
	Iteration 86Q: 3 clusters Score -6335794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -6335792.000000 Penalty: 5417.970215
	Iteration 87Q: 3 clusters Score -6335792 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -6335791.500000 Penalty: 5417.970215
	Iteration 88Q: 3 clusters Score -6335792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -6335792.500000 Penalty: 5417.970215
	Iteration 89Q: 3 clusters Score -6335792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -6335806.500000 Penalty: 5417.970215
	Iteration 90Q: 3 clusters Score -6335806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -6335815.000000 Penalty: 5417.970215
	Iteration 91Q: 3 clusters Score -6335815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -6335813.500000 Penalty: 5417.970215
	Iteration 92Q: 3 clusters Score -6335814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -6335810.000000 Penalty: 5417.970215
	Iteration 93Q: 3 clusters Score -6335810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -6335809.500000 Penalty: 5417.970215
	Iteration 94Q: 3 clusters Score -6335810 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -6335812.000000 Penalty: 5417.970215
	Iteration 95Q: 3 clusters Score -6335812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -6335814.500000 Penalty: 5417.970215
	Iteration 96Q: 3 clusters Score -6335814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -6335819.000000 Penalty: 5417.970215
	Iteration 97Q: 3 clusters Score -6335819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -6335833.000000 Penalty: 5417.970215
	Iteration 98Q: 3 clusters Score -6335833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -6335833.000000 Penalty: 5417.970215
	Iteration 99Q: 3 clusters Score -6335833 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -6335836.000000 Penalty: 5417.970215
	Iteration 100F: 3 clusters Score -6335836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -6335825.000000 Penalty: 5417.970215
	Iteration 101Q: 3 clusters Score -6335825 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -6335813.000000 Penalty: 5417.970215
	Iteration 102Q: 3 clusters Score -6335813 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -6335810.500000 Penalty: 5417.970215
	Iteration 103Q: 3 clusters Score -6335810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -6335809.000000 Penalty: 5417.970215
	Iteration 104Q: 3 clusters Score -6335809 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -6335797.000000 Penalty: 5417.970215
	Iteration 105Q: 3 clusters Score -6335797 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -6335794.500000 Penalty: 5417.970215
	Iteration 106Q: 3 clusters Score -6335794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -6335807.500000 Penalty: 5417.970215
	Iteration 107Q: 3 clusters Score -6335808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -6335804.500000 Penalty: 5417.970215
	Iteration 108Q: 3 clusters Score -6335804 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -6335795.500000 Penalty: 5417.970215
	Iteration 109Q: 3 clusters Score -6335796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -6335819.000000 Penalty: 5417.970215
	Iteration 110Q: 3 clusters Score -6335819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -6335829.000000 Penalty: 5417.970215
	Iteration 111Q: 3 clusters Score -6335829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -6335833.500000 Penalty: 5417.970215
	Iteration 112Q: 3 clusters Score -6335834 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -6335836.000000 Penalty: 5417.970215
	Iteration 113Q: 3 clusters Score -6335836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -6335849.000000 Penalty: 5417.970215
	Iteration 114Q: 3 clusters Score -6335849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -6335846.500000 Penalty: 5417.970215
	Iteration 115Q: 3 clusters Score -6335846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -6335837.500000 Penalty: 5417.970215
	Iteration 116Q: 3 clusters Score -6335838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -6335839.500000 Penalty: 5417.970215
	Iteration 117Q: 3 clusters Score -6335840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 22394 members 
Entering Unmasked Estep 
Score: -6335844.500000 Penalty: 5417.970215
	Iteration 118Q: 3 clusters Score -6335844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -6335849.500000 Penalty: 5417.970215
	Iteration 119Q: 3 clusters Score -6335850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -6335846.500000 Penalty: 5417.970215
	Iteration 120F: 3 clusters Score -6335846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -6335845.500000 Penalty: 5417.970215
	Iteration 121Q: 3 clusters Score -6335846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -6335854.500000 Penalty: 5417.970215
	Iteration 122Q: 3 clusters Score -6335854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -6335850.000000 Penalty: 5417.970215
	Iteration 123Q: 3 clusters Score -6335850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -6335845.000000 Penalty: 5417.970215
	Iteration 124Q: 3 clusters Score -6335845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -6335862.500000 Penalty: 5417.970215
	Iteration 125Q: 3 clusters Score -6335862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -6335873.000000 Penalty: 5417.970215
	Iteration 126Q: 3 clusters Score -6335873 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -6335882.500000 Penalty: 5417.970215
	Iteration 127Q: 3 clusters Score -6335882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -6335867.000000 Penalty: 5417.970215
	Iteration 128Q: 3 clusters Score -6335867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -6335871.500000 Penalty: 5417.970215
	Iteration 129Q: 3 clusters Score -6335872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -6335869.000000 Penalty: 5417.970215
	Iteration 130Q: 3 clusters Score -6335869 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -6335878.000000 Penalty: 5417.970215
	Iteration 131Q: 3 clusters Score -6335878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -6335883.000000 Penalty: 5417.970215
	Iteration 132Q: 3 clusters Score -6335883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -6335888.000000 Penalty: 5417.970215
	Iteration 133Q: 3 clusters Score -6335888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -6335896.000000 Penalty: 5417.970215
	Iteration 134Q: 3 clusters Score -6335896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -6335877.000000 Penalty: 5417.970215
	Iteration 135Q: 3 clusters Score -6335877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -6335885.500000 Penalty: 5417.970215
	Iteration 136Q: 3 clusters Score -6335886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -6335885.500000 Penalty: 5417.970215
	Iteration 137Q: 3 clusters Score -6335886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -6335884.500000 Penalty: 5417.970215
	Iteration 138Q: 3 clusters Score -6335884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -6335884.000000 Penalty: 5417.970215
	Iteration 139Q: 3 clusters Score -6335884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -6335886.500000 Penalty: 5417.970215
	Iteration 140F: 3 clusters Score -6335886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -6335887.000000 Penalty: 5417.970215
	Iteration 141Q: 3 clusters Score -6335887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -6335886.500000 Penalty: 5417.970215
	Iteration 142Q: 3 clusters Score -6335886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -6335884.000000 Penalty: 5417.970215
	Iteration 143Q: 3 clusters Score -6335884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -6335879.000000 Penalty: 5417.970215
	Iteration 144Q: 3 clusters Score -6335879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -6335871.000000 Penalty: 5417.970215
	Iteration 145Q: 3 clusters Score -6335871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -6335872.500000 Penalty: 5417.970215
	Iteration 146Q: 3 clusters Score -6335872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -6335880.000000 Penalty: 5417.970215
	Iteration 147Q: 3 clusters Score -6335880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -6335880.500000 Penalty: 5417.970215
	Iteration 148Q: 3 clusters Score -6335880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -6335874.500000 Penalty: 5417.970215
	Iteration 149Q: 3 clusters Score -6335874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -6335871.500000 Penalty: 5417.970215
	Iteration 150Q: 3 clusters Score -6335872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -6335868.000000 Penalty: 5417.970215
	Iteration 151Q: 3 clusters Score -6335868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -6335869.500000 Penalty: 5417.970215
	Iteration 152Q: 3 clusters Score -6335870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -6335866.500000 Penalty: 5417.970215
	Iteration 153Q: 3 clusters Score -6335866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33709 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -6335872.000000 Penalty: 5417.970215
	Iteration 154Q: 3 clusters Score -6335872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -6335872.000000 Penalty: 5417.970215
	Iteration 155Q: 3 clusters Score -6335872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -6335867.500000 Penalty: 5417.970215
	Iteration 156Q: 3 clusters Score -6335868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -6335860.500000 Penalty: 5417.970215
	Iteration 157Q: 3 clusters Score -6335860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -6335858.500000 Penalty: 5417.970215
	Iteration 158Q: 3 clusters Score -6335858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -6335868.000000 Penalty: 5417.970215
	Iteration 159Q: 3 clusters Score -6335868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -6335867.000000 Penalty: 5417.970215
	Iteration 160F: 3 clusters Score -6335867 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -6335859.500000 Penalty: 5417.970215
	Iteration 161Q: 3 clusters Score -6335860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -6335872.500000 Penalty: 5417.970215
	Iteration 162Q: 3 clusters Score -6335872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -6335875.000000 Penalty: 5417.970215
	Iteration 163Q: 3 clusters Score -6335875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -6335876.500000 Penalty: 5417.970215
	Iteration 164Q: 3 clusters Score -6335876 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -6335874.500000 Penalty: 5417.970215
	Iteration 165Q: 3 clusters Score -6335874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -6335875.500000 Penalty: 5417.970215
	Iteration 166Q: 3 clusters Score -6335876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -6335873.000000 Penalty: 5417.970215
	Iteration 167Q: 3 clusters Score -6335873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -6335871.500000 Penalty: 5417.970215
	Iteration 168Q: 3 clusters Score -6335872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -6335879.500000 Penalty: 5417.970215
	Iteration 169Q: 3 clusters Score -6335880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -6335881.000000 Penalty: 5417.970215
	Iteration 170Q: 3 clusters Score -6335881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -6335881.500000 Penalty: 5417.970215
	Iteration 171Q: 3 clusters Score -6335882 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -6335881.000000 Penalty: 5417.970215
	Iteration 172Q: 3 clusters Score -6335881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -6335884.000000 Penalty: 5417.970215
	Iteration 173Q: 3 clusters Score -6335884 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -6335881.000000 Penalty: 5417.970215
	Iteration 174Q: 3 clusters Score -6335881 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6335880.500000 Penalty: 5417.970215
	Iteration 175Q: 3 clusters Score -6335880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -6335881.000000 Penalty: 5417.970215
	Iteration 176Q: 3 clusters Score -6335881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -6335883.500000 Penalty: 5417.970215
	Iteration 177Q: 3 clusters Score -6335884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -6335887.000000 Penalty: 5417.970215
	Iteration 178Q: 3 clusters Score -6335887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -6335883.500000 Penalty: 5417.970215
	Iteration 179Q: 3 clusters Score -6335884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -6335880.500000 Penalty: 5417.970215
	Iteration 180F: 3 clusters Score -6335880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -6335880.500000 Penalty: 5417.970215
	Iteration 181Q: 3 clusters Score -6335880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -6335877.500000 Penalty: 5417.970215
	Iteration 182Q: 3 clusters Score -6335878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -6335886.000000 Penalty: 5417.970215
	Iteration 183Q: 3 clusters Score -6335886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -6335884.000000 Penalty: 5417.970215
	Iteration 184Q: 3 clusters Score -6335884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -6335884.000000 Penalty: 5417.970215
	Iteration 185F: 3 clusters Score -6335884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (67044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Entering Unmasked Estep 
Score: -8263855.000000 Penalty: 2756.050049
	Iteration 0F: 2 clusters Score -8263855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -8218955.000000 Penalty: 5512.100098
	Iteration 0F: 3 clusters Score -8218955 nChanged 31337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -8236546.000000 Penalty: 5512.100098
	Iteration 1F: 3 clusters Score -8236546 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -8237195.000000 Penalty: 5512.100098
	Iteration 2Q: 3 clusters Score -8237195 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -8238041.000000 Penalty: 5512.100098
	Iteration 3Q: 3 clusters Score -8238041 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -8239261.000000 Penalty: 5512.100098
	Iteration 4Q: 3 clusters Score -8239261 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -8241110.000000 Penalty: 5512.100098
	Iteration 5F: 3 clusters Score -8241110 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -8243841.000000 Penalty: 5512.100098
	Iteration 6F: 3 clusters Score -8243841 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -8247325.500000 Penalty: 5512.100098
	Iteration 7F: 3 clusters Score -8247326 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -8251696.000000 Penalty: 5512.100098
	Iteration 8F: 3 clusters Score -8251696 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -8255776.500000 Penalty: 5512.100098
	Iteration 9F: 3 clusters Score -8255776 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -8258654.000000 Penalty: 5512.100098
	Iteration 10Q: 3 clusters Score -8258654 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65623 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8260261.000000 Penalty: 5512.100098
	Iteration 11Q: 3 clusters Score -8260261 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8260864.500000 Penalty: 5512.100098
	Iteration 12Q: 3 clusters Score -8260864 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8261111.000000 Penalty: 5512.100098
	Iteration 13Q: 3 clusters Score -8261111 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66707 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8261247.000000 Penalty: 5512.100098
	Iteration 14Q: 3 clusters Score -8261247 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66742 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8261322.000000 Penalty: 5512.100098
	Iteration 15Q: 3 clusters Score -8261322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66764 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8261372.500000 Penalty: 5512.100098
	Iteration 16Q: 3 clusters Score -8261372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66780 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8261397.000000 Penalty: 5512.100098
	Iteration 17Q: 3 clusters Score -8261397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8261420.500000 Penalty: 5512.100098
	Iteration 18Q: 3 clusters Score -8261420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8261444.500000 Penalty: 5512.100098
	Iteration 19Q: 3 clusters Score -8261444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66795 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8261453.500000 Penalty: 5512.100098
	Iteration 20F: 3 clusters Score -8261454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66798 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8261463.500000 Penalty: 5512.100098
	Iteration 21Q: 3 clusters Score -8261464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8261480.000000 Penalty: 5512.100098
	Iteration 22Q: 3 clusters Score -8261480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66801 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8261491.000000 Penalty: 5512.100098
	Iteration 23Q: 3 clusters Score -8261491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66801 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8261492.500000 Penalty: 5512.100098
	Iteration 24Q: 3 clusters Score -8261492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66801 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8261508.500000 Penalty: 5512.100098
	Iteration 25Q: 3 clusters Score -8261508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8261509.000000 Penalty: 5512.100098
	Iteration 26Q: 3 clusters Score -8261509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66801 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8261518.000000 Penalty: 5512.100098
	Iteration 27Q: 3 clusters Score -8261518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8261517.500000 Penalty: 5512.100098
	Iteration 28Q: 3 clusters Score -8261518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8261517.500000 Penalty: 5512.100098
	Iteration 29F: 3 clusters Score -8261518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Entering Unmasked Estep 
Score: -4762083.000000 Penalty: 2626.310791
	Iteration 0F: 2 clusters Score -4762083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -4735262.000000 Penalty: 5252.621582
	Iteration 0F: 3 clusters Score -4735262 nChanged 18063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -4745145.000000 Penalty: 5252.621582
	Iteration 1F: 3 clusters Score -4745145 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -4745513.000000 Penalty: 5252.621582
	Iteration 2Q: 3 clusters Score -4745513 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -4745878.500000 Penalty: 5252.621582
	Iteration 3Q: 3 clusters Score -4745878 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -4746169.000000 Penalty: 5252.621582
	Iteration 4Q: 3 clusters Score -4746169 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -4746430.500000 Penalty: 5252.621582
	Iteration 5Q: 3 clusters Score -4746430 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -4746672.000000 Penalty: 5252.621582
	Iteration 6Q: 3 clusters Score -4746672 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -4746929.000000 Penalty: 5252.621582
	Iteration 7Q: 3 clusters Score -4746929 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -4747315.500000 Penalty: 5252.621582
	Iteration 8Q: 3 clusters Score -4747316 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -4747751.500000 Penalty: 5252.621582
	Iteration 9Q: 3 clusters Score -4747752 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -4748354.000000 Penalty: 5252.621582
	Iteration 10Q: 3 clusters Score -4748354 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -4749190.000000 Penalty: 5252.621582
	Iteration 11Q: 3 clusters Score -4749190 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -4750291.000000 Penalty: 5252.621582
	Iteration 12Q: 3 clusters Score -4750291 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -4751840.500000 Penalty: 5252.621582
	Iteration 13F: 3 clusters Score -4751840 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -4753730.000000 Penalty: 5252.621582
	Iteration 14F: 3 clusters Score -4753730 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -4755753.500000 Penalty: 5252.621582
	Iteration 15F: 3 clusters Score -4755754 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -4757584.500000 Penalty: 5252.621582
	Iteration 16Q: 3 clusters Score -4757584 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -4758781.500000 Penalty: 5252.621582
	Iteration 17Q: 3 clusters Score -4758782 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -4759395.000000 Penalty: 5252.621582
	Iteration 18Q: 3 clusters Score -4759395 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -4759780.000000 Penalty: 5252.621582
	Iteration 19Q: 3 clusters Score -4759780 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -4759993.000000 Penalty: 5252.621582
	Iteration 20F: 3 clusters Score -4759993 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -4760141.500000 Penalty: 5252.621582
	Iteration 21Q: 3 clusters Score -4760142 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -4760236.000000 Penalty: 5252.621582
	Iteration 22Q: 3 clusters Score -4760236 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -4760310.500000 Penalty: 5252.621582
	Iteration 23Q: 3 clusters Score -4760310 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -4760346.000000 Penalty: 5252.621582
	Iteration 24Q: 3 clusters Score -4760346 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -4760406.000000 Penalty: 5252.621582
	Iteration 25Q: 3 clusters Score -4760406 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -4760428.500000 Penalty: 5252.621582
	Iteration 26Q: 3 clusters Score -4760428 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -4760485.000000 Penalty: 5252.621582
	Iteration 27Q: 3 clusters Score -4760485 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -4760516.500000 Penalty: 5252.621582
	Iteration 28Q: 3 clusters Score -4760516 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -4760543.000000 Penalty: 5252.621582
	Iteration 29Q: 3 clusters Score -4760543 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -4760552.000000 Penalty: 5252.621582
	Iteration 30Q: 3 clusters Score -4760552 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -4760559.500000 Penalty: 5252.621582
	Iteration 31Q: 3 clusters Score -4760560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -4760584.000000 Penalty: 5252.621582
	Iteration 32Q: 3 clusters Score -4760584 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -4760592.000000 Penalty: 5252.621582
	Iteration 33Q: 3 clusters Score -4760592 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -4760600.500000 Penalty: 5252.621582
	Iteration 34Q: 3 clusters Score -4760600 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -4760623.500000 Penalty: 5252.621582
	Iteration 35Q: 3 clusters Score -4760624 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -4760639.500000 Penalty: 5252.621582
	Iteration 36Q: 3 clusters Score -4760640 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -4760652.500000 Penalty: 5252.621582
	Iteration 37Q: 3 clusters Score -4760652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -4760679.500000 Penalty: 5252.621582
	Iteration 38Q: 3 clusters Score -4760680 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -4760687.500000 Penalty: 5252.621582
	Iteration 39Q: 3 clusters Score -4760688 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -4760690.500000 Penalty: 5252.621582
	Iteration 40F: 3 clusters Score -4760690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -4760709.500000 Penalty: 5252.621582
	Iteration 41Q: 3 clusters Score -4760710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -4760730.000000 Penalty: 5252.621582
	Iteration 42Q: 3 clusters Score -4760730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -4760740.000000 Penalty: 5252.621582
	Iteration 43Q: 3 clusters Score -4760740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -4760749.500000 Penalty: 5252.621582
	Iteration 44Q: 3 clusters Score -4760750 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -4760755.000000 Penalty: 5252.621582
	Iteration 45Q: 3 clusters Score -4760755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -4760761.500000 Penalty: 5252.621582
	Iteration 46Q: 3 clusters Score -4760762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -4760763.000000 Penalty: 5252.621582
	Iteration 47Q: 3 clusters Score -4760763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -4760767.500000 Penalty: 5252.621582
	Iteration 48Q: 3 clusters Score -4760768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -4760773.000000 Penalty: 5252.621582
	Iteration 49Q: 3 clusters Score -4760773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -4760784.000000 Penalty: 5252.621582
	Iteration 50Q: 3 clusters Score -4760784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -4760781.000000 Penalty: 5252.621582
	Iteration 51Q: 3 clusters Score -4760781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -4760783.000000 Penalty: 5252.621582
	Iteration 52Q: 3 clusters Score -4760783 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -4760782.000000 Penalty: 5252.621582
	Iteration 53Q: 3 clusters Score -4760782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -4760784.500000 Penalty: 5252.621582
	Iteration 54Q: 3 clusters Score -4760784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -4760780.000000 Penalty: 5252.621582
	Iteration 55Q: 3 clusters Score -4760780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -4760785.000000 Penalty: 5252.621582
	Iteration 56Q: 3 clusters Score -4760785 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -4760783.000000 Penalty: 5252.621582
	Iteration 57Q: 3 clusters Score -4760783 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -4760790.000000 Penalty: 5252.621582
	Iteration 58Q: 3 clusters Score -4760790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -4760788.500000 Penalty: 5252.621582
	Iteration 59Q: 3 clusters Score -4760788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -4760796.500000 Penalty: 5252.621582
	Iteration 60F: 3 clusters Score -4760796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -4760804.500000 Penalty: 5252.621582
	Iteration 61Q: 3 clusters Score -4760804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -4760803.000000 Penalty: 5252.621582
	Iteration 62Q: 3 clusters Score -4760803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -4760809.000000 Penalty: 5252.621582
	Iteration 63Q: 3 clusters Score -4760809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -4760816.500000 Penalty: 5252.621582
	Iteration 64Q: 3 clusters Score -4760816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -4760818.500000 Penalty: 5252.621582
	Iteration 65Q: 3 clusters Score -4760818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4760813.500000 Penalty: 5252.621582
	Iteration 66Q: 3 clusters Score -4760814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -4760818.000000 Penalty: 5252.621582
	Iteration 67Q: 3 clusters Score -4760818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -4760815.000000 Penalty: 5252.621582
	Iteration 68Q: 3 clusters Score -4760815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -4760814.000000 Penalty: 5252.621582
	Iteration 69Q: 3 clusters Score -4760814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -4760818.500000 Penalty: 5252.621582
	Iteration 70Q: 3 clusters Score -4760818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -4760818.000000 Penalty: 5252.621582
	Iteration 71Q: 3 clusters Score -4760818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -4760814.500000 Penalty: 5252.621582
	Iteration 72Q: 3 clusters Score -4760814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -4760814.500000 Penalty: 5252.621582
	Iteration 73F: 3 clusters Score -4760814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Entering Unmasked Estep 
Score: -415837.593750 Penalty: 2030.104980
	Iteration 0F: 2 clusters Score -415837.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -412211.250000 Penalty: 4060.209961
	Iteration 0F: 3 clusters Score -412211.2 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -413076.875000 Penalty: 4060.209961
	Iteration 1F: 3 clusters Score -413076.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -413329.750000 Penalty: 4060.209961
	Iteration 2F: 3 clusters Score -413329.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -413502.281250 Penalty: 4060.209961
	Iteration 3F: 3 clusters Score -413502.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -413631.781250 Penalty: 4060.209961
	Iteration 4Q: 3 clusters Score -413631.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -413741.281250 Penalty: 4060.209961
	Iteration 5Q: 3 clusters Score -413741.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -413855.500000 Penalty: 4060.209961
	Iteration 6Q: 3 clusters Score -413855.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -413960.406250 Penalty: 4060.209961
	Iteration 7Q: 3 clusters Score -413960.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -414043.125000 Penalty: 4060.209961
	Iteration 8Q: 3 clusters Score -414043.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -414101.906250 Penalty: 4060.209961
	Iteration 9Q: 3 clusters Score -414101.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -414145.125000 Penalty: 4060.209961
	Iteration 10Q: 3 clusters Score -414145.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -414179.156250 Penalty: 4060.209961
	Iteration 11Q: 3 clusters Score -414179.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -414198.500000 Penalty: 4060.209961
	Iteration 12Q: 3 clusters Score -414198.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -414211.875000 Penalty: 4060.209961
	Iteration 13Q: 3 clusters Score -414211.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -414223.687500 Penalty: 4060.209961
	Iteration 14Q: 3 clusters Score -414223.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -414236.062500 Penalty: 4060.209961
	Iteration 15Q: 3 clusters Score -414236.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -414247.562500 Penalty: 4060.209961
	Iteration 16Q: 3 clusters Score -414247.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -414253.812500 Penalty: 4060.209961
	Iteration 17Q: 3 clusters Score -414253.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -414260.843750 Penalty: 4060.209961
	Iteration 18Q: 3 clusters Score -414260.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -414264.593750 Penalty: 4060.209961
	Iteration 19Q: 3 clusters Score -414264.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -414268.562500 Penalty: 4060.209961
	Iteration 20F: 3 clusters Score -414268.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -414272.687500 Penalty: 4060.209961
	Iteration 21Q: 3 clusters Score -414272.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -414275.093750 Penalty: 4060.209961
	Iteration 22Q: 3 clusters Score -414275.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -414276.625000 Penalty: 4060.209961
	Iteration 23Q: 3 clusters Score -414276.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -414277.687500 Penalty: 4060.209961
	Iteration 24Q: 3 clusters Score -414277.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -414278.156250 Penalty: 4060.209961
	Iteration 25Q: 3 clusters Score -414278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -414278.187500 Penalty: 4060.209961
	Iteration 26Q: 3 clusters Score -414278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -414281.437500 Penalty: 4060.209961
	Iteration 27Q: 3 clusters Score -414281.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -414282.375000 Penalty: 4060.209961
	Iteration 28Q: 3 clusters Score -414282.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -414284.406250 Penalty: 4060.209961
	Iteration 29Q: 3 clusters Score -414284.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -414286.593750 Penalty: 4060.209961
	Iteration 30Q: 3 clusters Score -414286.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -414286.281250 Penalty: 4060.209961
	Iteration 31Q: 3 clusters Score -414286.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -414286.406250 Penalty: 4060.209961
	Iteration 32Q: 3 clusters Score -414286.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -414287.843750 Penalty: 4060.209961
	Iteration 33Q: 3 clusters Score -414287.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -414290.156250 Penalty: 4060.209961
	Iteration 34Q: 3 clusters Score -414290.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -414291.312500 Penalty: 4060.209961
	Iteration 35Q: 3 clusters Score -414291.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -414291.593750 Penalty: 4060.209961
	Iteration 36Q: 3 clusters Score -414291.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -414291.593750 Penalty: 4060.209961
	Iteration 37F: 3 clusters Score -414291.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (227905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227905 members 
Entering Unmasked Estep 
Score: -27978326.000000 Penalty: 3059.497803
	Iteration 0F: 2 clusters Score -2.797833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114373 members 
Mstep: Class 2 contains 113532 members 
Entering Unmasked Estep 
Score: -27831326.000000 Penalty: 6118.995605
	Iteration 0F: 3 clusters Score -2.783133e+07 nChanged 110181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122758 members 
Mstep: Class 2 contains 105147 members 
Entering Unmasked Estep 
Score: -27897320.000000 Penalty: 6118.995605
	Iteration 1F: 3 clusters Score -2.789732e+07 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127842 members 
Mstep: Class 2 contains 100063 members 
Entering Unmasked Estep 
Score: -27900166.000000 Penalty: 6118.995605
	Iteration 2Q: 3 clusters Score -2.790017e+07 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135341 members 
Mstep: Class 2 contains 92564 members 
Entering Unmasked Estep 
Score: -27904980.000000 Penalty: 6118.995605
	Iteration 3Q: 3 clusters Score -2.790498e+07 nChanged 12451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145808 members 
Mstep: Class 2 contains 82097 members 
Entering Unmasked Estep 
Score: -27913074.000000 Penalty: 6118.995605
	Iteration 4F: 3 clusters Score -2.791307e+07 nChanged 14690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158942 members 
Mstep: Class 2 contains 68963 members 
Entering Unmasked Estep 
Score: -27924728.000000 Penalty: 6118.995605
	Iteration 5F: 3 clusters Score -2.792473e+07 nChanged 15765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173449 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -27937850.000000 Penalty: 6118.995605
	Iteration 6F: 3 clusters Score -2.793785e+07 nChanged 14712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187185 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -27950226.000000 Penalty: 6118.995605
	Iteration 7F: 3 clusters Score -2.795023e+07 nChanged 12202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198797 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -27959830.000000 Penalty: 6118.995605
	Iteration 8F: 3 clusters Score -2.795983e+07 nChanged 9164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207607 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -27965948.000000 Penalty: 6118.995605
	Iteration 9Q: 3 clusters Score -2.796595e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213924 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -27969632.000000 Penalty: 6118.995605
	Iteration 10Q: 3 clusters Score -2.796963e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218152 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -27972052.000000 Penalty: 6118.995605
	Iteration 11Q: 3 clusters Score -2.797205e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220932 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -27973224.000000 Penalty: 6118.995605
	Iteration 12Q: 3 clusters Score -2.797322e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222736 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -27974032.000000 Penalty: 6118.995605
	Iteration 13Q: 3 clusters Score -2.797403e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223924 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -27974674.000000 Penalty: 6118.995605
	Iteration 14Q: 3 clusters Score -2.797467e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224690 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -27974940.000000 Penalty: 6118.995605
	Iteration 15Q: 3 clusters Score -2.797494e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225202 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -27975208.000000 Penalty: 6118.995605
	Iteration 16Q: 3 clusters Score -2.797521e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225554 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -27975354.000000 Penalty: 6118.995605
	Iteration 17Q: 3 clusters Score -2.797535e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225797 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -27975492.000000 Penalty: 6118.995605
	Iteration 18Q: 3 clusters Score -2.797549e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225968 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -27975564.000000 Penalty: 6118.995605
	Iteration 19Q: 3 clusters Score -2.797556e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226121 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -27975652.000000 Penalty: 6118.995605
	Iteration 20F: 3 clusters Score -2.797565e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226224 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -27975738.000000 Penalty: 6118.995605
	Iteration 21Q: 3 clusters Score -2.797574e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226310 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -27975794.000000 Penalty: 6118.995605
	Iteration 22Q: 3 clusters Score -2.797579e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226368 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -27975830.000000 Penalty: 6118.995605
	Iteration 23Q: 3 clusters Score -2.797583e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226416 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -27975848.000000 Penalty: 6118.995605
	Iteration 24Q: 3 clusters Score -2.797585e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226451 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -27975890.000000 Penalty: 6118.995605
	Iteration 25Q: 3 clusters Score -2.797589e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226484 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -27975908.000000 Penalty: 6118.995605
	Iteration 26Q: 3 clusters Score -2.797591e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226507 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -27975930.000000 Penalty: 6118.995605
	Iteration 27Q: 3 clusters Score -2.797593e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226528 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -27975938.000000 Penalty: 6118.995605
	Iteration 28Q: 3 clusters Score -2.797594e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226545 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -27975948.000000 Penalty: 6118.995605
	Iteration 29Q: 3 clusters Score -2.797595e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226559 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -27975948.000000 Penalty: 6118.995605
	Iteration 30Q: 3 clusters Score -2.797595e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226579 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -27975946.000000 Penalty: 6118.995605
	Iteration 31Q: 3 clusters Score -2.797595e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226588 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -27975982.000000 Penalty: 6118.995605
	Iteration 32Q: 3 clusters Score -2.797598e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226600 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -27975974.000000 Penalty: 6118.995605
	Iteration 33Q: 3 clusters Score -2.797597e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226607 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -27975966.000000 Penalty: 6118.995605
	Iteration 34Q: 3 clusters Score -2.797597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226617 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -27975982.000000 Penalty: 6118.995605
	Iteration 35Q: 3 clusters Score -2.797598e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226620 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -27976000.000000 Penalty: 6118.995605
	Iteration 36Q: 3 clusters Score -2.7976e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226626 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -27975988.000000 Penalty: 6118.995605
	Iteration 37Q: 3 clusters Score -2.797599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226627 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -27975986.000000 Penalty: 6118.995605
	Iteration 38Q: 3 clusters Score -2.797599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226627 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -27975992.000000 Penalty: 6118.995605
	Iteration 39Q: 3 clusters Score -2.797599e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226633 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -27975984.000000 Penalty: 6118.995605
	Iteration 40F: 3 clusters Score -2.797598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226635 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -27975996.000000 Penalty: 6118.995605
	Iteration 41Q: 3 clusters Score -2.7976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226638 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -27975988.000000 Penalty: 6118.995605
	Iteration 42Q: 3 clusters Score -2.797599e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226643 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -27975982.000000 Penalty: 6118.995605
	Iteration 43Q: 3 clusters Score -2.797598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226648 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -27975996.000000 Penalty: 6118.995605
	Iteration 44Q: 3 clusters Score -2.7976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226650 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -27975986.000000 Penalty: 6118.995605
	Iteration 45Q: 3 clusters Score -2.797599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226651 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -27975976.000000 Penalty: 6118.995605
	Iteration 46Q: 3 clusters Score -2.797598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226651 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -27975998.000000 Penalty: 6118.995605
	Iteration 47Q: 3 clusters Score -2.7976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226653 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -27975996.000000 Penalty: 6118.995605
	Iteration 48Q: 3 clusters Score -2.7976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226653 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -27975996.000000 Penalty: 6118.995605
	Iteration 49F: 3 clusters Score -2.7976e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Entering Unmasked Estep 
Score: -743127.562500 Penalty: 2170.051514
	Iteration 0F: 2 clusters Score -743127.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -737746.187500 Penalty: 4340.103027
	Iteration 0F: 3 clusters Score -737746.2 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -739153.500000 Penalty: 4340.103027
	Iteration 1F: 3 clusters Score -739153.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -739436.750000 Penalty: 4340.103027
	Iteration 2F: 3 clusters Score -739436.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -739633.187500 Penalty: 4340.103027
	Iteration 3F: 3 clusters Score -739633.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -739776.562500 Penalty: 4340.103027
	Iteration 4Q: 3 clusters Score -739776.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -739888.000000 Penalty: 4340.103027
	Iteration 5Q: 3 clusters Score -739888 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -739972.687500 Penalty: 4340.103027
	Iteration 6Q: 3 clusters Score -739972.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -740034.125000 Penalty: 4340.103027
	Iteration 7Q: 3 clusters Score -740034.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -740082.937500 Penalty: 4340.103027
	Iteration 8Q: 3 clusters Score -740082.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -740123.625000 Penalty: 4340.103027
	Iteration 9Q: 3 clusters Score -740123.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -740162.500000 Penalty: 4340.103027
	Iteration 10Q: 3 clusters Score -740162.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -740201.125000 Penalty: 4340.103027
	Iteration 11Q: 3 clusters Score -740201.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -740233.875000 Penalty: 4340.103027
	Iteration 12Q: 3 clusters Score -740233.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -740280.750000 Penalty: 4340.103027
	Iteration 13Q: 3 clusters Score -740280.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -740324.875000 Penalty: 4340.103027
	Iteration 14Q: 3 clusters Score -740324.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -740366.937500 Penalty: 4340.103027
	Iteration 15Q: 3 clusters Score -740366.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -740408.437500 Penalty: 4340.103027
	Iteration 16Q: 3 clusters Score -740408.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -740447.562500 Penalty: 4340.103027
	Iteration 17Q: 3 clusters Score -740447.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -740489.625000 Penalty: 4340.103027
	Iteration 18Q: 3 clusters Score -740489.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -740538.375000 Penalty: 4340.103027
	Iteration 19Q: 3 clusters Score -740538.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -740594.187500 Penalty: 4340.103027
	Iteration 20F: 3 clusters Score -740594.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -740649.937500 Penalty: 4340.103027
	Iteration 21Q: 3 clusters Score -740649.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -740701.812500 Penalty: 4340.103027
	Iteration 22Q: 3 clusters Score -740701.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -740745.875000 Penalty: 4340.103027
	Iteration 23Q: 3 clusters Score -740745.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -740798.750000 Penalty: 4340.103027
	Iteration 24Q: 3 clusters Score -740798.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -740859.875000 Penalty: 4340.103027
	Iteration 25Q: 3 clusters Score -740859.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -740910.062500 Penalty: 4340.103027
	Iteration 26Q: 3 clusters Score -740910.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -740956.937500 Penalty: 4340.103027
	Iteration 27Q: 3 clusters Score -740956.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -740996.125000 Penalty: 4340.103027
	Iteration 28Q: 3 clusters Score -740996.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -741026.000000 Penalty: 4340.103027
	Iteration 29Q: 3 clusters Score -741026 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -741051.812500 Penalty: 4340.103027
	Iteration 30Q: 3 clusters Score -741051.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -741075.625000 Penalty: 4340.103027
	Iteration 31Q: 3 clusters Score -741075.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -741098.875000 Penalty: 4340.103027
	Iteration 32Q: 3 clusters Score -741098.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -741114.062500 Penalty: 4340.103027
	Iteration 33Q: 3 clusters Score -741114.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -741129.250000 Penalty: 4340.103027
	Iteration 34Q: 3 clusters Score -741129.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -741140.625000 Penalty: 4340.103027
	Iteration 35Q: 3 clusters Score -741140.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -741156.375000 Penalty: 4340.103027
	Iteration 36Q: 3 clusters Score -741156.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -741171.687500 Penalty: 4340.103027
	Iteration 37Q: 3 clusters Score -741171.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -741180.000000 Penalty: 4340.103027
	Iteration 38Q: 3 clusters Score -741180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -741188.500000 Penalty: 4340.103027
	Iteration 39Q: 3 clusters Score -741188.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -741200.500000 Penalty: 4340.103027
	Iteration 40F: 3 clusters Score -741200.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -741211.187500 Penalty: 4340.103027
	Iteration 41Q: 3 clusters Score -741211.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -741217.000000 Penalty: 4340.103027
	Iteration 42Q: 3 clusters Score -741217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -741224.500000 Penalty: 4340.103027
	Iteration 43Q: 3 clusters Score -741224.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -741233.687500 Penalty: 4340.103027
	Iteration 44Q: 3 clusters Score -741233.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -741237.000000 Penalty: 4340.103027
	Iteration 45Q: 3 clusters Score -741237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -741242.437500 Penalty: 4340.103027
	Iteration 46Q: 3 clusters Score -741242.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -741248.437500 Penalty: 4340.103027
	Iteration 47Q: 3 clusters Score -741248.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -741253.187500 Penalty: 4340.103027
	Iteration 48Q: 3 clusters Score -741253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -741255.875000 Penalty: 4340.103027
	Iteration 49Q: 3 clusters Score -741255.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -741254.937500 Penalty: 4340.103027
	Iteration 50Q: 3 clusters Score -741254.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -741258.625000 Penalty: 4340.103027
	Iteration 51Q: 3 clusters Score -741258.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -741258.875000 Penalty: 4340.103027
	Iteration 52Q: 3 clusters Score -741258.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -741261.062500 Penalty: 4340.103027
	Iteration 53Q: 3 clusters Score -741261.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -741262.500000 Penalty: 4340.103027
	Iteration 54Q: 3 clusters Score -741262.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -741262.812500 Penalty: 4340.103027
	Iteration 55Q: 3 clusters Score -741262.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -741263.687500 Penalty: 4340.103027
	Iteration 56Q: 3 clusters Score -741263.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -741263.437500 Penalty: 4340.103027
	Iteration 57Q: 3 clusters Score -741263.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -741264.312500 Penalty: 4340.103027
	Iteration 58Q: 3 clusters Score -741264.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -741266.312500 Penalty: 4340.103027
	Iteration 59Q: 3 clusters Score -741266.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -741266.875000 Penalty: 4340.103027
	Iteration 60F: 3 clusters Score -741266.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Entering Unmasked Estep 
Score: -3807606.250000 Penalty: 2570.969482
	Iteration 0F: 2 clusters Score -3807606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3785762.250000 Penalty: 5141.938965
	Iteration 0F: 3 clusters Score -3785762 nChanged 14442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3793549.000000 Penalty: 5141.938965
	Iteration 1F: 3 clusters Score -3793549 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -3794159.750000 Penalty: 5141.938965
	Iteration 2F: 3 clusters Score -3794160 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3794788.750000 Penalty: 5141.938965
	Iteration 3Q: 3 clusters Score -3794789 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -3795373.000000 Penalty: 5141.938965
	Iteration 4Q: 3 clusters Score -3795373 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -3796035.500000 Penalty: 5141.938965
	Iteration 5Q: 3 clusters Score -3796036 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -3796875.500000 Penalty: 5141.938965
	Iteration 6Q: 3 clusters Score -3796876 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -3797972.000000 Penalty: 5141.938965
	Iteration 7F: 3 clusters Score -3797972 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -3799260.750000 Penalty: 5141.938965
	Iteration 8F: 3 clusters Score -3799261 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -3800595.000000 Penalty: 5141.938965
	Iteration 9F: 3 clusters Score -3800595 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -3801706.500000 Penalty: 5141.938965
	Iteration 10Q: 3 clusters Score -3801706 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -3802524.750000 Penalty: 5141.938965
	Iteration 11Q: 3 clusters Score -3802525 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -3803114.500000 Penalty: 5141.938965
	Iteration 12Q: 3 clusters Score -3803114 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -3803567.750000 Penalty: 5141.938965
	Iteration 13Q: 3 clusters Score -3803568 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -3803947.750000 Penalty: 5141.938965
	Iteration 14Q: 3 clusters Score -3803948 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3804304.000000 Penalty: 5141.938965
	Iteration 15Q: 3 clusters Score -3804304 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -3804596.750000 Penalty: 5141.938965
	Iteration 16Q: 3 clusters Score -3804597 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -3804834.000000 Penalty: 5141.938965
	Iteration 17Q: 3 clusters Score -3804834 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -3805064.250000 Penalty: 5141.938965
	Iteration 18Q: 3 clusters Score -3805064 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -3805245.250000 Penalty: 5141.938965
	Iteration 19Q: 3 clusters Score -3805245 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -3805394.250000 Penalty: 5141.938965
	Iteration 20F: 3 clusters Score -3805394 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3805513.000000 Penalty: 5141.938965
	Iteration 21Q: 3 clusters Score -3805513 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -3805581.000000 Penalty: 5141.938965
	Iteration 22Q: 3 clusters Score -3805581 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -3805630.000000 Penalty: 5141.938965
	Iteration 23Q: 3 clusters Score -3805630 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -3805653.750000 Penalty: 5141.938965
	Iteration 24Q: 3 clusters Score -3805654 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -3805670.250000 Penalty: 5141.938965
	Iteration 25Q: 3 clusters Score -3805670 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3805700.500000 Penalty: 5141.938965
	Iteration 26Q: 3 clusters Score -3805700 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -3805708.500000 Penalty: 5141.938965
	Iteration 27Q: 3 clusters Score -3805708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -3805726.750000 Penalty: 5141.938965
	Iteration 28Q: 3 clusters Score -3805727 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -3805722.250000 Penalty: 5141.938965
	Iteration 29Q: 3 clusters Score -3805722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -3805732.750000 Penalty: 5141.938965
	Iteration 30Q: 3 clusters Score -3805733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3805734.500000 Penalty: 5141.938965
	Iteration 31Q: 3 clusters Score -3805734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3805737.000000 Penalty: 5141.938965
	Iteration 32Q: 3 clusters Score -3805737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -3805745.000000 Penalty: 5141.938965
	Iteration 33Q: 3 clusters Score -3805745 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -3805767.500000 Penalty: 5141.938965
	Iteration 34Q: 3 clusters Score -3805768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -3805761.750000 Penalty: 5141.938965
	Iteration 35Q: 3 clusters Score -3805762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3805766.500000 Penalty: 5141.938965
	Iteration 36Q: 3 clusters Score -3805766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -3805763.750000 Penalty: 5141.938965
	Iteration 37Q: 3 clusters Score -3805764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3805766.750000 Penalty: 5141.938965
	Iteration 38Q: 3 clusters Score -3805767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -3805769.000000 Penalty: 5141.938965
	Iteration 39Q: 3 clusters Score -3805769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -3805774.750000 Penalty: 5141.938965
	Iteration 40F: 3 clusters Score -3805775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -3805781.000000 Penalty: 5141.938965
	Iteration 41Q: 3 clusters Score -3805781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3805784.250000 Penalty: 5141.938965
	Iteration 42Q: 3 clusters Score -3805784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -3805787.250000 Penalty: 5141.938965
	Iteration 43Q: 3 clusters Score -3805787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -3805788.750000 Penalty: 5141.938965
	Iteration 44Q: 3 clusters Score -3805789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3805783.500000 Penalty: 5141.938965
	Iteration 45Q: 3 clusters Score -3805784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -3805786.000000 Penalty: 5141.938965
	Iteration 46Q: 3 clusters Score -3805786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3805787.000000 Penalty: 5141.938965
	Iteration 47Q: 3 clusters Score -3805787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -3805782.250000 Penalty: 5141.938965
	Iteration 48Q: 3 clusters Score -3805782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -3805786.000000 Penalty: 5141.938965
	Iteration 49Q: 3 clusters Score -3805786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -3805787.000000 Penalty: 5141.938965
	Iteration 50Q: 3 clusters Score -3805787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -3805784.250000 Penalty: 5141.938965
	Iteration 51Q: 3 clusters Score -3805784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -3805781.000000 Penalty: 5141.938965
	Iteration 52Q: 3 clusters Score -3805781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -3805783.750000 Penalty: 5141.938965
	Iteration 53Q: 3 clusters Score -3805784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -3805784.000000 Penalty: 5141.938965
	Iteration 54Q: 3 clusters Score -3805784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -3805781.500000 Penalty: 5141.938965
	Iteration 55Q: 3 clusters Score -3805782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -3805781.000000 Penalty: 5141.938965
	Iteration 56Q: 3 clusters Score -3805781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -3805782.250000 Penalty: 5141.938965
	Iteration 57Q: 3 clusters Score -3805782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -3805786.750000 Penalty: 5141.938965
	Iteration 58Q: 3 clusters Score -3805787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3805786.250000 Penalty: 5141.938965
	Iteration 59Q: 3 clusters Score -3805786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -3805782.250000 Penalty: 5141.938965
	Iteration 60F: 3 clusters Score -3805782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -3805784.250000 Penalty: 5141.938965
	Iteration 61Q: 3 clusters Score -3805784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -3805781.750000 Penalty: 5141.938965
	Iteration 62Q: 3 clusters Score -3805782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3805779.000000 Penalty: 5141.938965
	Iteration 63Q: 3 clusters Score -3805779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -3805779.000000 Penalty: 5141.938965
	Iteration 64F: 3 clusters Score -3805779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Entering Unmasked Estep 
Score: -882067.625000 Penalty: 2218.830078
	Iteration 0F: 2 clusters Score -882067.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -875838.750000 Penalty: 4437.660156
	Iteration 0F: 3 clusters Score -875838.8 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -877579.687500 Penalty: 4437.660156
	Iteration 1F: 3 clusters Score -877579.7 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -877930.062500 Penalty: 4437.660156
	Iteration 2F: 3 clusters Score -877930.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -878213.250000 Penalty: 4437.660156
	Iteration 3F: 3 clusters Score -878213.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -878494.437500 Penalty: 4437.660156
	Iteration 4Q: 3 clusters Score -878494.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -878778.750000 Penalty: 4437.660156
	Iteration 5Q: 3 clusters Score -878778.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -879046.125000 Penalty: 4437.660156
	Iteration 6Q: 3 clusters Score -879046.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -879262.187500 Penalty: 4437.660156
	Iteration 7Q: 3 clusters Score -879262.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -879519.875000 Penalty: 4437.660156
	Iteration 8Q: 3 clusters Score -879519.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -879851.375000 Penalty: 4437.660156
	Iteration 9Q: 3 clusters Score -879851.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -880294.250000 Penalty: 4437.660156
	Iteration 10Q: 3 clusters Score -880294.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -880731.250000 Penalty: 4437.660156
	Iteration 11F: 3 clusters Score -880731.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -881031.437500 Penalty: 4437.660156
	Iteration 12Q: 3 clusters Score -881031.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -881210.875000 Penalty: 4437.660156
	Iteration 13Q: 3 clusters Score -881210.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -881317.062500 Penalty: 4437.660156
	Iteration 14Q: 3 clusters Score -881317.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -881410.000000 Penalty: 4437.660156
	Iteration 15Q: 3 clusters Score -881410 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -881494.375000 Penalty: 4437.660156
	Iteration 16Q: 3 clusters Score -881494.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -881597.500000 Penalty: 4437.660156
	Iteration 17Q: 3 clusters Score -881597.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -881681.937500 Penalty: 4437.660156
	Iteration 18Q: 3 clusters Score -881681.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -881756.437500 Penalty: 4437.660156
	Iteration 19Q: 3 clusters Score -881756.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -881804.750000 Penalty: 4437.660156
	Iteration 20F: 3 clusters Score -881804.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -881856.812500 Penalty: 4437.660156
	Iteration 21Q: 3 clusters Score -881856.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -881922.937500 Penalty: 4437.660156
	Iteration 22Q: 3 clusters Score -881922.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -882001.687500 Penalty: 4437.660156
	Iteration 23Q: 3 clusters Score -882001.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -882061.000000 Penalty: 4437.660156
	Iteration 24Q: 3 clusters Score -882061 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -882092.000000 Penalty: 4437.660156
	Iteration 25Q: 3 clusters Score -882092 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -882113.125000 Penalty: 4437.660156
	Iteration 26Q: 3 clusters Score -882113.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -882126.750000 Penalty: 4437.660156
	Iteration 27Q: 3 clusters Score -882126.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -882137.187500 Penalty: 4437.660156
	Iteration 28Q: 3 clusters Score -882137.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -882147.500000 Penalty: 4437.660156
	Iteration 29Q: 3 clusters Score -882147.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -882155.187500 Penalty: 4437.660156
	Iteration 30Q: 3 clusters Score -882155.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -882159.312500 Penalty: 4437.660156
	Iteration 31Q: 3 clusters Score -882159.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -882172.937500 Penalty: 4437.660156
	Iteration 32Q: 3 clusters Score -882172.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -882183.187500 Penalty: 4437.660156
	Iteration 33Q: 3 clusters Score -882183.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -882187.000000 Penalty: 4437.660156
	Iteration 34Q: 3 clusters Score -882187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -882192.750000 Penalty: 4437.660156
	Iteration 35Q: 3 clusters Score -882192.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -882197.437500 Penalty: 4437.660156
	Iteration 36Q: 3 clusters Score -882197.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -882202.312500 Penalty: 4437.660156
	Iteration 37Q: 3 clusters Score -882202.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -882204.125000 Penalty: 4437.660156
	Iteration 38Q: 3 clusters Score -882204.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -882203.937500 Penalty: 4437.660156
	Iteration 39Q: 3 clusters Score -882203.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -882205.500000 Penalty: 4437.660156
	Iteration 40F: 3 clusters Score -882205.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55455 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31787 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58284 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72147 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272029 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196498 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 446 members 
Mstep: Class 38 contains 5856 members 
Entering Unmasked Estep 
Score: -148045072.000000 Penalty: 132266.796875
Splitting cluster 12 changes total score from -148046144.000000 to -148045072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (6526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Entering Unmasked Estep 
Score: -775869.062500 Penalty: 2178.320312
	Iteration 0F: 2 clusters Score -775869.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -770466.937500 Penalty: 4356.640625
	Iteration 0F: 3 clusters Score -770466.9 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -771906.187500 Penalty: 4356.640625
	Iteration 1F: 3 clusters Score -771906.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -772193.437500 Penalty: 4356.640625
	Iteration 2F: 3 clusters Score -772193.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -772400.187500 Penalty: 4356.640625
	Iteration 3F: 3 clusters Score -772400.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -772586.625000 Penalty: 4356.640625
	Iteration 4Q: 3 clusters Score -772586.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -772799.937500 Penalty: 4356.640625
	Iteration 5Q: 3 clusters Score -772799.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -772988.187500 Penalty: 4356.640625
	Iteration 6Q: 3 clusters Score -772988.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -773183.875000 Penalty: 4356.640625
	Iteration 7Q: 3 clusters Score -773183.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -773397.875000 Penalty: 4356.640625
	Iteration 8Q: 3 clusters Score -773397.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -773612.312500 Penalty: 4356.640625
	Iteration 9Q: 3 clusters Score -773612.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -773824.812500 Penalty: 4356.640625
	Iteration 10Q: 3 clusters Score -773824.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -773991.625000 Penalty: 4356.640625
	Iteration 11Q: 3 clusters Score -773991.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -774113.750000 Penalty: 4356.640625
	Iteration 12Q: 3 clusters Score -774113.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -774199.625000 Penalty: 4356.640625
	Iteration 13Q: 3 clusters Score -774199.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -774256.312500 Penalty: 4356.640625
	Iteration 14Q: 3 clusters Score -774256.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -774297.687500 Penalty: 4356.640625
	Iteration 15Q: 3 clusters Score -774297.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -774323.500000 Penalty: 4356.640625
	Iteration 16Q: 3 clusters Score -774323.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -774340.687500 Penalty: 4356.640625
	Iteration 17Q: 3 clusters Score -774340.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -774355.562500 Penalty: 4356.640625
	Iteration 18Q: 3 clusters Score -774355.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -774367.875000 Penalty: 4356.640625
	Iteration 19Q: 3 clusters Score -774367.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -774387.812500 Penalty: 4356.640625
	Iteration 20F: 3 clusters Score -774387.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -774409.500000 Penalty: 4356.640625
	Iteration 21Q: 3 clusters Score -774409.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -774423.750000 Penalty: 4356.640625
	Iteration 22Q: 3 clusters Score -774423.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -774433.312500 Penalty: 4356.640625
	Iteration 23Q: 3 clusters Score -774433.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -774440.812500 Penalty: 4356.640625
	Iteration 24Q: 3 clusters Score -774440.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -774448.250000 Penalty: 4356.640625
	Iteration 25Q: 3 clusters Score -774448.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -774452.187500 Penalty: 4356.640625
	Iteration 26Q: 3 clusters Score -774452.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -774454.750000 Penalty: 4356.640625
	Iteration 27Q: 3 clusters Score -774454.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -774461.437500 Penalty: 4356.640625
	Iteration 28Q: 3 clusters Score -774461.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -774462.062500 Penalty: 4356.640625
	Iteration 29Q: 3 clusters Score -774462.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -774466.562500 Penalty: 4356.640625
	Iteration 30Q: 3 clusters Score -774466.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -774471.937500 Penalty: 4356.640625
	Iteration 31Q: 3 clusters Score -774471.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -774477.250000 Penalty: 4356.640625
	Iteration 32Q: 3 clusters Score -774477.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -774485.437500 Penalty: 4356.640625
	Iteration 33Q: 3 clusters Score -774485.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -774488.625000 Penalty: 4356.640625
	Iteration 34Q: 3 clusters Score -774488.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -774495.687500 Penalty: 4356.640625
	Iteration 35Q: 3 clusters Score -774495.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -774501.000000 Penalty: 4356.640625
	Iteration 36Q: 3 clusters Score -774501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -774509.187500 Penalty: 4356.640625
	Iteration 37Q: 3 clusters Score -774509.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -774518.375000 Penalty: 4356.640625
	Iteration 38Q: 3 clusters Score -774518.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -774528.625000 Penalty: 4356.640625
	Iteration 39Q: 3 clusters Score -774528.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -774535.187500 Penalty: 4356.640625
	Iteration 40F: 3 clusters Score -774535.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -774545.125000 Penalty: 4356.640625
	Iteration 41Q: 3 clusters Score -774545.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -774554.062500 Penalty: 4356.640625
	Iteration 42Q: 3 clusters Score -774554.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -774558.875000 Penalty: 4356.640625
	Iteration 43Q: 3 clusters Score -774558.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -774568.562500 Penalty: 4356.640625
	Iteration 44Q: 3 clusters Score -774568.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -774574.187500 Penalty: 4356.640625
	Iteration 45Q: 3 clusters Score -774574.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -774581.875000 Penalty: 4356.640625
	Iteration 46Q: 3 clusters Score -774581.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -774586.250000 Penalty: 4356.640625
	Iteration 47Q: 3 clusters Score -774586.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -774591.125000 Penalty: 4356.640625
	Iteration 48Q: 3 clusters Score -774591.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -774593.187500 Penalty: 4356.640625
	Iteration 49Q: 3 clusters Score -774593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -774594.375000 Penalty: 4356.640625
	Iteration 50Q: 3 clusters Score -774594.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -774594.375000 Penalty: 4356.640625
	Iteration 51F: 3 clusters Score -774594.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -43677.015625 Penalty: 1484.640137
	Iteration 0F: 2 clusters Score -43677.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -42277.371094 Penalty: 2969.280273
	Iteration 0F: 3 clusters Score -42277.37 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42418.781250 Penalty: 2969.280273
	Iteration 1F: 3 clusters Score -42418.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42442.656250 Penalty: 2969.280273
	Iteration 2Q: 3 clusters Score -42442.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42453.859375 Penalty: 2969.280273
	Iteration 3Q: 3 clusters Score -42453.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42465.343750 Penalty: 2969.280273
	Iteration 4Q: 3 clusters Score -42465.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -42474.875000 Penalty: 2969.280273
	Iteration 5Q: 3 clusters Score -42474.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42480.519531 Penalty: 2969.280273
	Iteration 6Q: 3 clusters Score -42480.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42482.937500 Penalty: 2969.280273
	Iteration 7Q: 3 clusters Score -42482.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42486.992188 Penalty: 2969.280273
	Iteration 8Q: 3 clusters Score -42486.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42497.707031 Penalty: 2969.280273
	Iteration 9Q: 3 clusters Score -42497.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -42509.285156 Penalty: 2969.280273
	Iteration 10Q: 3 clusters Score -42509.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42511.566406 Penalty: 2969.280273
	Iteration 11Q: 3 clusters Score -42511.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -42511.566406 Penalty: 2969.280273
	Iteration 12F: 3 clusters Score -42511.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (56727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56727 members 
Entering Unmasked Estep 
Score: -6807628.000000 Penalty: 2714.609375
	Iteration 0F: 2 clusters Score -6807628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -6769378.000000 Penalty: 5429.218750
	Iteration 0F: 3 clusters Score -6769378 nChanged 26534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -6784091.000000 Penalty: 5429.218750
	Iteration 1F: 3 clusters Score -6784091 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -6784771.000000 Penalty: 5429.218750
	Iteration 2Q: 3 clusters Score -6784771 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -6785519.500000 Penalty: 5429.218750
	Iteration 3Q: 3 clusters Score -6785520 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -6786365.500000 Penalty: 5429.218750
	Iteration 4Q: 3 clusters Score -6786366 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -6787513.500000 Penalty: 5429.218750
	Iteration 5Q: 3 clusters Score -6787514 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -6788938.000000 Penalty: 5429.218750
	Iteration 6F: 3 clusters Score -6788938 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -6790704.000000 Penalty: 5429.218750
	Iteration 7F: 3 clusters Score -6790704 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -6793087.000000 Penalty: 5429.218750
	Iteration 8F: 3 clusters Score -6793087 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -6795683.500000 Penalty: 5429.218750
	Iteration 9F: 3 clusters Score -6795684 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -6798330.000000 Penalty: 5429.218750
	Iteration 10F: 3 clusters Score -6798330 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -6800607.500000 Penalty: 5429.218750
	Iteration 11F: 3 clusters Score -6800608 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -6802253.500000 Penalty: 5429.218750
	Iteration 12Q: 3 clusters Score -6802254 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
Score: -6803301.000000 Penalty: 5429.218750
	Iteration 13Q: 3 clusters Score -6803301 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -6804043.000000 Penalty: 5429.218750
	Iteration 14Q: 3 clusters Score -6804043 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 55217 members 
Entering Unmasked Estep 
Score: -6804473.500000 Penalty: 5429.218750
	Iteration 15Q: 3 clusters Score -6804474 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -6804728.000000 Penalty: 5429.218750
	Iteration 16Q: 3 clusters Score -6804728 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 55834 members 
Entering Unmasked Estep 
Score: -6804933.500000 Penalty: 5429.218750
	Iteration 17Q: 3 clusters Score -6804934 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
Score: -6805047.500000 Penalty: 5429.218750
	Iteration 18Q: 3 clusters Score -6805048 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 56068 members 
Entering Unmasked Estep 
Score: -6805120.000000 Penalty: 5429.218750
	Iteration 19Q: 3 clusters Score -6805120 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 56146 members 
Entering Unmasked Estep 
Score: -6805166.000000 Penalty: 5429.218750
	Iteration 20F: 3 clusters Score -6805166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 56183 members 
Entering Unmasked Estep 
Score: -6805203.000000 Penalty: 5429.218750
	Iteration 21Q: 3 clusters Score -6805203 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -6805227.500000 Penalty: 5429.218750
	Iteration 22Q: 3 clusters Score -6805228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -6805239.500000 Penalty: 5429.218750
	Iteration 23Q: 3 clusters Score -6805240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -6805259.500000 Penalty: 5429.218750
	Iteration 24Q: 3 clusters Score -6805260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -6805267.500000 Penalty: 5429.218750
	Iteration 25Q: 3 clusters Score -6805268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 56280 members 
Entering Unmasked Estep 
Score: -6805273.000000 Penalty: 5429.218750
	Iteration 26Q: 3 clusters Score -6805273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 56283 members 
Entering Unmasked Estep 
Score: -6805275.000000 Penalty: 5429.218750
	Iteration 27Q: 3 clusters Score -6805275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -6805280.500000 Penalty: 5429.218750
	Iteration 28Q: 3 clusters Score -6805280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -6805290.500000 Penalty: 5429.218750
	Iteration 29Q: 3 clusters Score -6805290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 56286 members 
Entering Unmasked Estep 
Score: -6805294.500000 Penalty: 5429.218750
	Iteration 30Q: 3 clusters Score -6805294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -6805293.500000 Penalty: 5429.218750
	Iteration 31Q: 3 clusters Score -6805294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -6805293.000000 Penalty: 5429.218750
	Iteration 32Q: 3 clusters Score -6805293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 56288 members 
Entering Unmasked Estep 
Score: -6805293.000000 Penalty: 5429.218750
	Iteration 33F: 3 clusters Score -6805293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (58284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58284 members 
Entering Unmasked Estep 
Score: -7159506.000000 Penalty: 2721.324463
	Iteration 0F: 2 clusters Score -7159506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -7120528.500000 Penalty: 5442.648926
	Iteration 0F: 3 clusters Score -7120528 nChanged 26957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -7135292.000000 Penalty: 5442.648926
	Iteration 1F: 3 clusters Score -7135292 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -7135734.500000 Penalty: 5442.648926
	Iteration 2Q: 3 clusters Score -7135734 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -7136158.000000 Penalty: 5442.648926
	Iteration 3Q: 3 clusters Score -7136158 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -7136662.000000 Penalty: 5442.648926
	Iteration 4Q: 3 clusters Score -7136662 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -7137068.000000 Penalty: 5442.648926
	Iteration 5Q: 3 clusters Score -7137068 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -7137520.000000 Penalty: 5442.648926
	Iteration 6Q: 3 clusters Score -7137520 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -7138096.500000 Penalty: 5442.648926
	Iteration 7Q: 3 clusters Score -7138096 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -7138718.500000 Penalty: 5442.648926
	Iteration 8Q: 3 clusters Score -7138718 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -7139675.500000 Penalty: 5442.648926
	Iteration 9Q: 3 clusters Score -7139676 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -7140808.000000 Penalty: 5442.648926
	Iteration 10Q: 3 clusters Score -7140808 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -7142485.000000 Penalty: 5442.648926
	Iteration 11Q: 3 clusters Score -7142485 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -7144764.000000 Penalty: 5442.648926
	Iteration 12F: 3 clusters Score -7144764 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -7147427.000000 Penalty: 5442.648926
	Iteration 13F: 3 clusters Score -7147427 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -7149453.500000 Penalty: 5442.648926
	Iteration 14F: 3 clusters Score -7149454 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -7150566.500000 Penalty: 5442.648926
	Iteration 15Q: 3 clusters Score -7150566 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -7151192.000000 Penalty: 5442.648926
	Iteration 16Q: 3 clusters Score -7151192 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -7151607.500000 Penalty: 5442.648926
	Iteration 17Q: 3 clusters Score -7151608 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -7152030.500000 Penalty: 5442.648926
	Iteration 18Q: 3 clusters Score -7152030 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -7152355.000000 Penalty: 5442.648926
	Iteration 19Q: 3 clusters Score -7152355 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -7152649.500000 Penalty: 5442.648926
	Iteration 20F: 3 clusters Score -7152650 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -7152859.000000 Penalty: 5442.648926
	Iteration 21Q: 3 clusters Score -7152859 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -7153060.500000 Penalty: 5442.648926
	Iteration 22Q: 3 clusters Score -7153060 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -7153201.500000 Penalty: 5442.648926
	Iteration 23Q: 3 clusters Score -7153202 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -7153314.500000 Penalty: 5442.648926
	Iteration 24Q: 3 clusters Score -7153314 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -7153427.000000 Penalty: 5442.648926
	Iteration 25Q: 3 clusters Score -7153427 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -7153500.500000 Penalty: 5442.648926
	Iteration 26Q: 3 clusters Score -7153500 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -7153570.500000 Penalty: 5442.648926
	Iteration 27Q: 3 clusters Score -7153570 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -7153610.500000 Penalty: 5442.648926
	Iteration 28Q: 3 clusters Score -7153610 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -7153646.500000 Penalty: 5442.648926
	Iteration 29Q: 3 clusters Score -7153646 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -7153704.500000 Penalty: 5442.648926
	Iteration 30Q: 3 clusters Score -7153704 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -7153748.500000 Penalty: 5442.648926
	Iteration 31Q: 3 clusters Score -7153748 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -7153822.000000 Penalty: 5442.648926
	Iteration 32Q: 3 clusters Score -7153822 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -7153871.500000 Penalty: 5442.648926
	Iteration 33Q: 3 clusters Score -7153872 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -7153900.000000 Penalty: 5442.648926
	Iteration 34Q: 3 clusters Score -7153900 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -7153919.000000 Penalty: 5442.648926
	Iteration 35Q: 3 clusters Score -7153919 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -7153947.500000 Penalty: 5442.648926
	Iteration 36Q: 3 clusters Score -7153948 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -7154001.000000 Penalty: 5442.648926
	Iteration 37Q: 3 clusters Score -7154001 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -7154056.000000 Penalty: 5442.648926
	Iteration 38Q: 3 clusters Score -7154056 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -7154095.500000 Penalty: 5442.648926
	Iteration 39Q: 3 clusters Score -7154096 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -7154134.000000 Penalty: 5442.648926
	Iteration 40F: 3 clusters Score -7154134 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -7154174.500000 Penalty: 5442.648926
	Iteration 41Q: 3 clusters Score -7154174 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -7154187.000000 Penalty: 5442.648926
	Iteration 42Q: 3 clusters Score -7154187 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -7154229.000000 Penalty: 5442.648926
	Iteration 43Q: 3 clusters Score -7154229 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -7154295.000000 Penalty: 5442.648926
	Iteration 44Q: 3 clusters Score -7154295 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -7154339.500000 Penalty: 5442.648926
	Iteration 45Q: 3 clusters Score -7154340 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -7154353.500000 Penalty: 5442.648926
	Iteration 46Q: 3 clusters Score -7154354 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -7154421.500000 Penalty: 5442.648926
	Iteration 47Q: 3 clusters Score -7154422 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -7154474.000000 Penalty: 5442.648926
	Iteration 48Q: 3 clusters Score -7154474 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -7154520.500000 Penalty: 5442.648926
	Iteration 49Q: 3 clusters Score -7154520 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -7154578.500000 Penalty: 5442.648926
	Iteration 50Q: 3 clusters Score -7154578 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -7154604.000000 Penalty: 5442.648926
	Iteration 51Q: 3 clusters Score -7154604 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -7154658.000000 Penalty: 5442.648926
	Iteration 52Q: 3 clusters Score -7154658 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -7154733.000000 Penalty: 5442.648926
	Iteration 53Q: 3 clusters Score -7154733 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -7154781.500000 Penalty: 5442.648926
	Iteration 54Q: 3 clusters Score -7154782 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -7154825.500000 Penalty: 5442.648926
	Iteration 55Q: 3 clusters Score -7154826 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -7154877.000000 Penalty: 5442.648926
	Iteration 56Q: 3 clusters Score -7154877 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -7154946.000000 Penalty: 5442.648926
	Iteration 57Q: 3 clusters Score -7154946 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -7155030.000000 Penalty: 5442.648926
	Iteration 58Q: 3 clusters Score -7155030 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -7155103.500000 Penalty: 5442.648926
	Iteration 59Q: 3 clusters Score -7155104 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -7155175.000000 Penalty: 5442.648926
	Iteration 60F: 3 clusters Score -7155175 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -7155218.000000 Penalty: 5442.648926
	Iteration 61Q: 3 clusters Score -7155218 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -7155292.000000 Penalty: 5442.648926
	Iteration 62Q: 3 clusters Score -7155292 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -7155380.000000 Penalty: 5442.648926
	Iteration 63Q: 3 clusters Score -7155380 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -7155434.500000 Penalty: 5442.648926
	Iteration 64Q: 3 clusters Score -7155434 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -7155502.500000 Penalty: 5442.648926
	Iteration 65Q: 3 clusters Score -7155502 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7155555 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -7155642.500000 Penalty: 5442.648926
	Iteration 67Q: 3 clusters Score -7155642 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
Score: -7155711.500000 Penalty: 5442.648926
	Iteration 68Q: 3 clusters Score -7155712 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7155775 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -7155833.500000 Penalty: 5442.648926
	Iteration 70Q: 3 clusters Score -7155834 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7155898 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -7155939.000000 Penalty: 5442.648926
	Iteration 72Q: 3 clusters Score -7155939 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7156032 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -7156123.500000 Penalty: 5442.648926
	Iteration 74Q: 3 clusters Score -7156124 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -7156145.500000 Penalty: 5442.648926
	Iteration 75Q: 3 clusters Score -7156146 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 52592 members 
Entering Unmasked Estep 
Score: -7156216.000000 Penalty: 5442.648926
	Iteration 76Q: 3 clusters Score -7156216 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -7156271.000000 Penalty: 5442.648926
	Iteration 77Q: 3 clusters Score -7156271 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 52978 members 
Entering Unmasked Estep 
Score: -7156315.000000 Penalty: 5442.648926
	Iteration 78Q: 3 clusters Score -7156315 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -7156352.000000 Penalty: 5442.648926
	Iteration 79Q: 3 clusters Score -7156352 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -7156422.000000 Penalty: 5442.648926
	Iteration 80F: 3 clusters Score -7156422 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -7156465.500000 Penalty: 5442.648926
	Iteration 81Q: 3 clusters Score -7156466 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -7156501.500000 Penalty: 5442.648926
	Iteration 82Q: 3 clusters Score -7156502 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -7156562.500000 Penalty: 5442.648926
	Iteration 83Q: 3 clusters Score -7156562 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -7156618.000000 Penalty: 5442.648926
	Iteration 84Q: 3 clusters Score -7156618 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -7156646.500000 Penalty: 5442.648926
	Iteration 85Q: 3 clusters Score -7156646 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7156678 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 54475 members 
Entering Unmasked Estep 
Score: -7156733.500000 Penalty: 5442.648926
	Iteration 87Q: 3 clusters Score -7156734 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7156766 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -7156816.500000 Penalty: 5442.648926
	Iteration 89Q: 3 clusters Score -7156816 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 54887 members 
Entering Unmasked Estep 
Score: -7156829.000000 Penalty: 5442.648926
	Iteration 90Q: 3 clusters Score -7156829 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7156868 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -7156904.000000 Penalty: 5442.648926
	Iteration 92Q: 3 clusters Score -7156904 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 55192 members 
Entering Unmasked Estep 
Score: -7156921.500000 Penalty: 5442.648926
	Iteration 93Q: 3 clusters Score -7156922 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7156949 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -7156961.500000 Penalty: 5442.648926
	Iteration 95Q: 3 clusters Score -7156962 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -7156980.500000 Penalty: 5442.648926
	Iteration 96Q: 3 clusters Score -7156980 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7156986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7156997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 55487 members 
Entering Unmasked Estep 
Score: -7157002.500000 Penalty: 5442.648926
	Iteration 99Q: 3 clusters Score -7157002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 55516 members 
Entering Unmasked Estep 
Score: -7157013.500000 Penalty: 5442.648926
	Iteration 100F: 3 clusters Score -7157014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 55541 members 
Entering Unmasked Estep 
Score: -7157021.000000 Penalty: 5442.648926
	Iteration 101Q: 3 clusters Score -7157021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -7157026.500000 Penalty: 5442.648926
	Iteration 102Q: 3 clusters Score -7157026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -7157033.000000 Penalty: 5442.648926
	Iteration 103Q: 3 clusters Score -7157033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 55584 members 
Entering Unmasked Estep 
Score: -7157031.500000 Penalty: 5442.648926
	Iteration 104Q: 3 clusters Score -7157032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -7157030.000000 Penalty: 5442.648926
	Iteration 105Q: 3 clusters Score -7157030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7157032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7157040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -7157037.000000 Penalty: 5442.648926
	Iteration 108Q: 3 clusters Score -7157037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -7157035.500000 Penalty: 5442.648926
	Iteration 109Q: 3 clusters Score -7157036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -7157055.000000 Penalty: 5442.648926
	Iteration 110Q: 3 clusters Score -7157055 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -7157063.500000 Penalty: 5442.648926
	Iteration 111Q: 3 clusters Score -7157064 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -7157062.000000 Penalty: 5442.648926
	Iteration 112Q: 3 clusters Score -7157062 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 55769 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7157062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7157066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 55807 members 
Entering Unmasked Estep 
Score: -7157076.500000 Penalty: 5442.648926
	Iteration 115Q: 3 clusters Score -7157076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 55828 members 
Entering Unmasked Estep 
Score: -7157081.500000 Penalty: 5442.648926
	Iteration 116Q: 3 clusters Score -7157082 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7157082 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -7157100.000000 Penalty: 5442.648926
	Iteration 118Q: 3 clusters Score -7157100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 55892 members 
Entering Unmasked Estep 
Score: -7157105.500000 Penalty: 5442.648926
	Iteration 119Q: 3 clusters Score -7157106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -7157107.000000 Penalty: 5442.648926
	Iteration 120F: 3 clusters Score -7157107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -7157111.000000 Penalty: 5442.648926
	Iteration 121Q: 3 clusters Score -7157111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -7157106.500000 Penalty: 5442.648926
	Iteration 122Q: 3 clusters Score -7157106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 55950 members 
Entering Unmasked Estep 
Score: -7157112.500000 Penalty: 5442.648926
	Iteration 123Q: 3 clusters Score -7157112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 55957 members 
Entering Unmasked Estep 
Score: -7157106.500000 Penalty: 5442.648926
	Iteration 124Q: 3 clusters Score -7157106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 55965 members 
Entering Unmasked Estep 
Score: -7157113.500000 Penalty: 5442.648926
	Iteration 125Q: 3 clusters Score -7157114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -7157120.000000 Penalty: 5442.648926
	Iteration 126Q: 3 clusters Score -7157120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -7157116.000000 Penalty: 5442.648926
	Iteration 127Q: 3 clusters Score -7157116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 56001 members 
Entering Unmasked Estep 
Score: -7157117.000000 Penalty: 5442.648926
	Iteration 128Q: 3 clusters Score -7157117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -7157111.000000 Penalty: 5442.648926
	Iteration 129Q: 3 clusters Score -7157111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 56040 members 
Entering Unmasked Estep 
Score: -7157122.500000 Penalty: 5442.648926
	Iteration 130Q: 3 clusters Score -7157122 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -7157122.500000 Penalty: 5442.648926
	Iteration 131Q: 3 clusters Score -7157122 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 56064 members 
Entering Unmasked Estep 
Score: -7157124.500000 Penalty: 5442.648926
	Iteration 132Q: 3 clusters Score -7157124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -7157135.000000 Penalty: 5442.648926
	Iteration 133Q: 3 clusters Score -7157135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -7157138.500000 Penalty: 5442.648926
	Iteration 134Q: 3 clusters Score -7157138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 56094 members 
Entering Unmasked Estep 
Score: -7157141.500000 Penalty: 5442.648926
	Iteration 135Q: 3 clusters Score -7157142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -7157143.500000 Penalty: 5442.648926
	Iteration 136Q: 3 clusters Score -7157144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -7157139.000000 Penalty: 5442.648926
	Iteration 137Q: 3 clusters Score -7157139 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 56140 members 
Entering Unmasked Estep 
Score: -7157147.500000 Penalty: 5442.648926
	Iteration 138Q: 3 clusters Score -7157148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 56166 members 
Entering Unmasked Estep 
Score: -7157160.000000 Penalty: 5442.648926
	Iteration 139Q: 3 clusters Score -7157160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 56187 members 
Entering Unmasked Estep 
Score: -7157160.500000 Penalty: 5442.648926
	Iteration 140F: 3 clusters Score -7157160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 56204 members 
Entering Unmasked Estep 
Score: -7157149.000000 Penalty: 5442.648926
	Iteration 141Q: 3 clusters Score -7157149 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 56220 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7157150 nChanged 19
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Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 56239 members 
Entering Unmasked Estep 
Score: -7157157.500000 Penalty: 5442.648926
	Iteration 143Q: 3 clusters Score -7157158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -7157158.000000 Penalty: 5442.648926
	Iteration 144Q: 3 clusters Score -7157158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -7157155.500000 Penalty: 5442.648926
	Iteration 145Q: 3 clusters Score -7157156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -7157161.000000 Penalty: 5442.648926
	Iteration 146Q: 3 clusters Score -7157161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 56315 members 
Entering Unmasked Estep 
Score: -7157162.000000 Penalty: 5442.648926
	Iteration 147Q: 3 clusters Score -7157162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -7157174.000000 Penalty: 5442.648926
	Iteration 148Q: 3 clusters Score -7157174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -7157179.500000 Penalty: 5442.648926
	Iteration 149Q: 3 clusters Score -7157180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 56370 members 
Entering Unmasked Estep 
Score: -7157169.000000 Penalty: 5442.648926
	Iteration 150Q: 3 clusters Score -7157169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
Score: -7157153.000000 Penalty: 5442.648926
	Iteration 151Q: 3 clusters Score -7157153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 56402 members 
Entering Unmasked Estep 
Score: -7157174.500000 Penalty: 5442.648926
	Iteration 152Q: 3 clusters Score -7157174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -7157188.000000 Penalty: 5442.648926
	Iteration 153Q: 3 clusters Score -7157188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 56428 members 
Entering Unmasked Estep 
Score: -7157182.500000 Penalty: 5442.648926
	Iteration 154Q: 3 clusters Score -7157182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -7157181.000000 Penalty: 5442.648926
	Iteration 155Q: 3 clusters Score -7157181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -7157177.000000 Penalty: 5442.648926
	Iteration 156Q: 3 clusters Score -7157177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -7157182.500000 Penalty: 5442.648926
	Iteration 157Q: 3 clusters Score -7157182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 56446 members 
Entering Unmasked Estep 
Score: -7157184.500000 Penalty: 5442.648926
	Iteration 158Q: 3 clusters Score -7157184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -7157189.500000 Penalty: 5442.648926
	Iteration 159Q: 3 clusters Score -7157190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -7157194.000000 Penalty: 5442.648926
	Iteration 160F: 3 clusters Score -7157194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -7157205.500000 Penalty: 5442.648926
	Iteration 161Q: 3 clusters Score -7157206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -7157199.000000 Penalty: 5442.648926
	Iteration 162Q: 3 clusters Score -7157199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -7157207.000000 Penalty: 5442.648926
	Iteration 163Q: 3 clusters Score -7157207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -7157206.000000 Penalty: 5442.648926
	Iteration 164Q: 3 clusters Score -7157206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 56511 members 
Entering Unmasked Estep 
Score: -7157203.500000 Penalty: 5442.648926
	Iteration 165Q: 3 clusters Score -7157204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 56525 members 
Entering Unmasked Estep 
Score: -7157201.000000 Penalty: 5442.648926
	Iteration 166Q: 3 clusters Score -7157201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -7157206.000000 Penalty: 5442.648926
	Iteration 167Q: 3 clusters Score -7157206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 56552 members 
Entering Unmasked Estep 
Score: -7157209.500000 Penalty: 5442.648926
	Iteration 168Q: 3 clusters Score -7157210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -7157203.500000 Penalty: 5442.648926
	Iteration 169Q: 3 clusters Score -7157204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 56576 members 
Entering Unmasked Estep 
Score: -7157207.500000 Penalty: 5442.648926
	Iteration 170Q: 3 clusters Score -7157208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -7157209.000000 Penalty: 5442.648926
	Iteration 171Q: 3 clusters Score -7157209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 56591 members 
Entering Unmasked Estep 
Score: -7157209.000000 Penalty: 5442.648926
	Iteration 172Q: 3 clusters Score -7157209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -7157212.500000 Penalty: 5442.648926
	Iteration 173Q: 3 clusters Score -7157212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 56603 members 
Entering Unmasked Estep 
Score: -7157218.000000 Penalty: 5442.648926
	Iteration 174Q: 3 clusters Score -7157218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 56608 members 
Entering Unmasked Estep 
Score: -7157212.500000 Penalty: 5442.648926
	Iteration 175Q: 3 clusters Score -7157212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -7157205.000000 Penalty: 5442.648926
	Iteration 176Q: 3 clusters Score -7157205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 56614 members 
Entering Unmasked Estep 
Score: -7157210.000000 Penalty: 5442.648926
	Iteration 177Q: 3 clusters Score -7157210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 56617 members 
Entering Unmasked Estep 
Score: -7157214.000000 Penalty: 5442.648926
	Iteration 178Q: 3 clusters Score -7157214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 56619 members 
Entering Unmasked Estep 
Score: -7157211.000000 Penalty: 5442.648926
	Iteration 179Q: 3 clusters Score -7157211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -7157218.000000 Penalty: 5442.648926
	Iteration 180F: 3 clusters Score -7157218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -7157217.000000 Penalty: 5442.648926
	Iteration 181Q: 3 clusters Score -7157217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 56631 members 
Entering Unmasked Estep 
Score: -7157220.000000 Penalty: 5442.648926
	Iteration 182Q: 3 clusters Score -7157220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 56637 members 
Entering Unmasked Estep 
Score: -7157218.500000 Penalty: 5442.648926
	Iteration 183Q: 3 clusters Score -7157218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 56642 members 
Entering Unmasked Estep 
Score: -7157228.500000 Penalty: 5442.648926
	Iteration 184Q: 3 clusters Score -7157228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -7157224.500000 Penalty: 5442.648926
	Iteration 185Q: 3 clusters Score -7157224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 56647 members 
Entering Unmasked Estep 
Score: -7157224.000000 Penalty: 5442.648926
	Iteration 186Q: 3 clusters Score -7157224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -7157224.500000 Penalty: 5442.648926
	Iteration 187Q: 3 clusters Score -7157224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -7157224.500000 Penalty: 5442.648926
	Iteration 188F: 3 clusters Score -7157224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -237082.484375 Penalty: 1877.214111
	Iteration 0F: 2 clusters Score -237082.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -234525.484375 Penalty: 3754.428223
	Iteration 0F: 3 clusters Score -234525.5 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -234978.968750 Penalty: 3754.428223
	Iteration 1F: 3 clusters Score -234979 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -235118.109375 Penalty: 3754.428223
	Iteration 2F: 3 clusters Score -235118.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -235223.968750 Penalty: 3754.428223
	Iteration 3Q: 3 clusters Score -235224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -235279.031250 Penalty: 3754.428223
	Iteration 4Q: 3 clusters Score -235279 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -235325.375000 Penalty: 3754.428223
	Iteration 5Q: 3 clusters Score -235325.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -235363.421875 Penalty: 3754.428223
	Iteration 6Q: 3 clusters Score -235363.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -235392.468750 Penalty: 3754.428223
	Iteration 7Q: 3 clusters Score -235392.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -235408.546875 Penalty: 3754.428223
	Iteration 8Q: 3 clusters Score -235408.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -235420.000000 Penalty: 3754.428223
	Iteration 9Q: 3 clusters Score -235420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -235428.953125 Penalty: 3754.428223
	Iteration 10Q: 3 clusters Score -235429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -235437.187500 Penalty: 3754.428223
	Iteration 11Q: 3 clusters Score -235437.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -235445.562500 Penalty: 3754.428223
	Iteration 12Q: 3 clusters Score -235445.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -235453.234375 Penalty: 3754.428223
	Iteration 13Q: 3 clusters Score -235453.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -235463.593750 Penalty: 3754.428223
	Iteration 14Q: 3 clusters Score -235463.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -235482.031250 Penalty: 3754.428223
	Iteration 15Q: 3 clusters Score -235482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -235504.109375 Penalty: 3754.428223
	Iteration 16Q: 3 clusters Score -235504.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -235526.296875 Penalty: 3754.428223
	Iteration 17Q: 3 clusters Score -235526.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -235548.562500 Penalty: 3754.428223
	Iteration 18Q: 3 clusters Score -235548.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -235574.625000 Penalty: 3754.428223
	Iteration 19Q: 3 clusters Score -235574.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -235606.546875 Penalty: 3754.428223
	Iteration 20F: 3 clusters Score -235606.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -235677.296875 Penalty: 3754.428223
	Iteration 21Q: 3 clusters Score -235677.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -235822.734375 Penalty: 3754.428223
	Iteration 22Q: 3 clusters Score -235822.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -235943.093750 Penalty: 3754.428223
	Iteration 23Q: 3 clusters Score -235943.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -236010.343750 Penalty: 3754.428223
	Iteration 24Q: 3 clusters Score -236010.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -236074.562500 Penalty: 3754.428223
	Iteration 25Q: 3 clusters Score -236074.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -236147.593750 Penalty: 3754.428223
	Iteration 26Q: 3 clusters Score -236147.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -236220.281250 Penalty: 3754.428223
	Iteration 27Q: 3 clusters Score -236220.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -236273.562500 Penalty: 3754.428223
	Iteration 28Q: 3 clusters Score -236273.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -236332.281250 Penalty: 3754.428223
	Iteration 29Q: 3 clusters Score -236332.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -236389.453125 Penalty: 3754.428223
	Iteration 30Q: 3 clusters Score -236389.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -236449.984375 Penalty: 3754.428223
	Iteration 31Q: 3 clusters Score -236450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -236512.250000 Penalty: 3754.428223
	Iteration 32Q: 3 clusters Score -236512.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -236560.421875 Penalty: 3754.428223
	Iteration 33Q: 3 clusters Score -236560.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -236590.953125 Penalty: 3754.428223
	Iteration 34Q: 3 clusters Score -236591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -236620.625000 Penalty: 3754.428223
	Iteration 35Q: 3 clusters Score -236620.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -236649.640625 Penalty: 3754.428223
	Iteration 36Q: 3 clusters Score -236649.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -236673.953125 Penalty: 3754.428223
	Iteration 37Q: 3 clusters Score -236674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -236707.875000 Penalty: 3754.428223
	Iteration 38Q: 3 clusters Score -236707.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -236734.187500 Penalty: 3754.428223
	Iteration 39Q: 3 clusters Score -236734.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -236749.156250 Penalty: 3754.428223
	Iteration 40F: 3 clusters Score -236749.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -236775.328125 Penalty: 3754.428223
	Iteration 41Q: 3 clusters Score -236775.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -236787.437500 Penalty: 3754.428223
	Iteration 42Q: 3 clusters Score -236787.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -236804.812500 Penalty: 3754.428223
	Iteration 43Q: 3 clusters Score -236804.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -236838.203125 Penalty: 3754.428223
	Iteration 44Q: 3 clusters Score -236838.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -236862.687500 Penalty: 3754.428223
	Iteration 45Q: 3 clusters Score -236862.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -236890.921875 Penalty: 3754.428223
	Iteration 46Q: 3 clusters Score -236890.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -236914.031250 Penalty: 3754.428223
	Iteration 47Q: 3 clusters Score -236914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -236936.093750 Penalty: 3754.428223
	Iteration 48Q: 3 clusters Score -236936.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -236950.750000 Penalty: 3754.428223
	Iteration 49Q: 3 clusters Score -236950.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -236955.734375 Penalty: 3754.428223
	Iteration 50Q: 3 clusters Score -236955.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -236955.734375 Penalty: 3754.428223
	Iteration 51F: 3 clusters Score -236955.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (72147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72147 members 
Entering Unmasked Estep 
Score: -8779066.000000 Penalty: 2774.242432
	Iteration 0F: 2 clusters Score -8779066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -8730807.000000 Penalty: 5548.484863
	Iteration 0F: 3 clusters Score -8730807 nChanged 33774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -8750132.000000 Penalty: 5548.484863
	Iteration 1F: 3 clusters Score -8750132 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -8751368.000000 Penalty: 5548.484863
	Iteration 2Q: 3 clusters Score -8751368 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -8752919.000000 Penalty: 5548.484863
	Iteration 3Q: 3 clusters Score -8752919 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -8755218.000000 Penalty: 5548.484863
	Iteration 4F: 3 clusters Score -8755218 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -8758275.000000 Penalty: 5548.484863
	Iteration 5F: 3 clusters Score -8758275 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 52957 members 
Entering Unmasked Estep 
Score: -8762131.000000 Penalty: 5548.484863
	Iteration 6F: 3 clusters Score -8762131 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -8766315.000000 Penalty: 5548.484863
	Iteration 7F: 3 clusters Score -8766315 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 60699 members 
Entering Unmasked Estep 
Score: -8770121.000000 Penalty: 5548.484863
	Iteration 8F: 3 clusters Score -8770121 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 63061 members 
Entering Unmasked Estep 
Score: -8772823.000000 Penalty: 5548.484863
	Iteration 9Q: 3 clusters Score -8772823 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 64498 members 
Entering Unmasked Estep 
Score: -8774442.000000 Penalty: 5548.484863
	Iteration 10Q: 3 clusters Score -8774442 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
Score: -8775225.000000 Penalty: 5548.484863
	Iteration 11Q: 3 clusters Score -8775225 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 65979 members 
Entering Unmasked Estep 
Score: -8775707.000000 Penalty: 5548.484863
	Iteration 12Q: 3 clusters Score -8775707 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 66467 members 
Entering Unmasked Estep 
Score: -8775976.000000 Penalty: 5548.484863
	Iteration 13Q: 3 clusters Score -8775976 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 66863 members 
Entering Unmasked Estep 
Score: -8776151.000000 Penalty: 5548.484863
	Iteration 14Q: 3 clusters Score -8776151 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 67174 members 
Entering Unmasked Estep 
Score: -8776270.000000 Penalty: 5548.484863
	Iteration 15Q: 3 clusters Score -8776270 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 67452 members 
Entering Unmasked Estep 
Score: -8776358.000000 Penalty: 5548.484863
	Iteration 16Q: 3 clusters Score -8776358 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -8776471.000000 Penalty: 5548.484863
	Iteration 17Q: 3 clusters Score -8776471 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 67941 members 
Entering Unmasked Estep 
Score: -8776568.000000 Penalty: 5548.484863
	Iteration 18Q: 3 clusters Score -8776568 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -8776606.000000 Penalty: 5548.484863
	Iteration 19Q: 3 clusters Score -8776606 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 68288 members 
Entering Unmasked Estep 
Score: -8776645.000000 Penalty: 5548.484863
	Iteration 20F: 3 clusters Score -8776645 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 68434 members 
Entering Unmasked Estep 
Score: -8776666.000000 Penalty: 5548.484863
	Iteration 21Q: 3 clusters Score -8776666 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 68573 members 
Entering Unmasked Estep 
Score: -8776715.000000 Penalty: 5548.484863
	Iteration 22Q: 3 clusters Score -8776715 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 68709 members 
Entering Unmasked Estep 
Score: -8776755.000000 Penalty: 5548.484863
	Iteration 23Q: 3 clusters Score -8776755 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 68824 members 
Entering Unmasked Estep 
Score: -8776797.000000 Penalty: 5548.484863
	Iteration 24Q: 3 clusters Score -8776797 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -8776826.000000 Penalty: 5548.484863
	Iteration 25Q: 3 clusters Score -8776826 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 69012 members 
Entering Unmasked Estep 
Score: -8776845.000000 Penalty: 5548.484863
	Iteration 26Q: 3 clusters Score -8776845 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 69095 members 
Entering Unmasked Estep 
Score: -8776855.000000 Penalty: 5548.484863
	Iteration 27Q: 3 clusters Score -8776855 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 69158 members 
Entering Unmasked Estep 
Score: -8776875.000000 Penalty: 5548.484863
	Iteration 28Q: 3 clusters Score -8776875 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 69217 members 
Entering Unmasked Estep 
Score: -8776892.000000 Penalty: 5548.484863
	Iteration 29Q: 3 clusters Score -8776892 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 69281 members 
Entering Unmasked Estep 
Score: -8776912.000000 Penalty: 5548.484863
	Iteration 30Q: 3 clusters Score -8776912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 69343 members 
Entering Unmasked Estep 
Score: -8776933.000000 Penalty: 5548.484863
	Iteration 31Q: 3 clusters Score -8776933 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
Score: -8776947.000000 Penalty: 5548.484863
	Iteration 32Q: 3 clusters Score -8776947 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 69447 members 
Entering Unmasked Estep 
Score: -8776936.000000 Penalty: 5548.484863
	Iteration 33Q: 3 clusters Score -8776936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -8776968.000000 Penalty: 5548.484863
	Iteration 34Q: 3 clusters Score -8776968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 69521 members 
Entering Unmasked Estep 
Score: -8776978.000000 Penalty: 5548.484863
	Iteration 35Q: 3 clusters Score -8776978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 69544 members 
Entering Unmasked Estep 
Score: -8776978.000000 Penalty: 5548.484863
	Iteration 36Q: 3 clusters Score -8776978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 69565 members 
Entering Unmasked Estep 
Score: -8776973.000000 Penalty: 5548.484863
	Iteration 37Q: 3 clusters Score -8776973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 69580 members 
Entering Unmasked Estep 
Score: -8776981.000000 Penalty: 5548.484863
	Iteration 38Q: 3 clusters Score -8776981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
Score: -8776975.000000 Penalty: 5548.484863
	Iteration 39Q: 3 clusters Score -8776975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 69596 members 
Entering Unmasked Estep 
Score: -8776974.000000 Penalty: 5548.484863
	Iteration 40F: 3 clusters Score -8776974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 69610 members 
Entering Unmasked Estep 
Score: -8776972.000000 Penalty: 5548.484863
	Iteration 41Q: 3 clusters Score -8776972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 69624 members 
Entering Unmasked Estep 
Score: -8776976.000000 Penalty: 5548.484863
	Iteration 42Q: 3 clusters Score -8776976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 69639 members 
Entering Unmasked Estep 
Score: -8776966.000000 Penalty: 5548.484863
	Iteration 43Q: 3 clusters Score -8776966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 69656 members 
Entering Unmasked Estep 
Score: -8776966.000000 Penalty: 5548.484863
	Iteration 44Q: 3 clusters Score -8776966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 69671 members 
Entering Unmasked Estep 
Score: -8776974.000000 Penalty: 5548.484863
	Iteration 45Q: 3 clusters Score -8776974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 69683 members 
Entering Unmasked Estep 
Score: -8776972.000000 Penalty: 5548.484863
	Iteration 46Q: 3 clusters Score -8776972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 69693 members 
Entering Unmasked Estep 
Score: -8776967.000000 Penalty: 5548.484863
	Iteration 47Q: 3 clusters Score -8776967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 69699 members 
Entering Unmasked Estep 
Score: -8776963.000000 Penalty: 5548.484863
	Iteration 48Q: 3 clusters Score -8776963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 69704 members 
Entering Unmasked Estep 
Score: -8776985.000000 Penalty: 5548.484863
	Iteration 49Q: 3 clusters Score -8776985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 69709 members 
Entering Unmasked Estep 
Score: -8776976.000000 Penalty: 5548.484863
	Iteration 50Q: 3 clusters Score -8776976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 69714 members 
Entering Unmasked Estep 
Score: -8776981.000000 Penalty: 5548.484863
	Iteration 51Q: 3 clusters Score -8776981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 69720 members 
Entering Unmasked Estep 
Score: -8776978.000000 Penalty: 5548.484863
	Iteration 52Q: 3 clusters Score -8776978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 69729 members 
Entering Unmasked Estep 
Score: -8776986.000000 Penalty: 5548.484863
	Iteration 53Q: 3 clusters Score -8776986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -8776981.000000 Penalty: 5548.484863
	Iteration 54Q: 3 clusters Score -8776981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 69744 members 
Entering Unmasked Estep 
Score: -8776975.000000 Penalty: 5548.484863
	Iteration 55Q: 3 clusters Score -8776975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 69747 members 
Entering Unmasked Estep 
Score: -8776978.000000 Penalty: 5548.484863
	Iteration 56Q: 3 clusters Score -8776978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 69752 members 
Entering Unmasked Estep 
Score: -8776977.000000 Penalty: 5548.484863
	Iteration 57Q: 3 clusters Score -8776977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -8776976.000000 Penalty: 5548.484863
	Iteration 58Q: 3 clusters Score -8776976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -8776976.000000 Penalty: 5548.484863
	Iteration 59F: 3 clusters Score -8776976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Entering Unmasked Estep 
Score: -535943.250000 Penalty: 2089.799805
	Iteration 0F: 2 clusters Score -535943.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -531706.937500 Penalty: 4179.599609
	Iteration 0F: 3 clusters Score -531706.9 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -532756.750000 Penalty: 4179.599609
	Iteration 1F: 3 clusters Score -532756.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -533032.625000 Penalty: 4179.599609
	Iteration 2F: 3 clusters Score -533032.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -533245.500000 Penalty: 4179.599609
	Iteration 3F: 3 clusters Score -533245.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -533485.375000 Penalty: 4179.599609
	Iteration 4F: 3 clusters Score -533485.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -533732.437500 Penalty: 4179.599609
	Iteration 5F: 3 clusters Score -533732.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -534001.000000 Penalty: 4179.599609
	Iteration 6F: 3 clusters Score -534001 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -534214.312500 Penalty: 4179.599609
	Iteration 7F: 3 clusters Score -534214.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -534392.250000 Penalty: 4179.599609
	Iteration 8Q: 3 clusters Score -534392.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -534540.625000 Penalty: 4179.599609
	Iteration 9Q: 3 clusters Score -534540.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -534639.687500 Penalty: 4179.599609
	Iteration 10Q: 3 clusters Score -534639.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -534713.000000 Penalty: 4179.599609
	Iteration 11Q: 3 clusters Score -534713 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -534760.437500 Penalty: 4179.599609
	Iteration 12Q: 3 clusters Score -534760.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -534790.187500 Penalty: 4179.599609
	Iteration 13Q: 3 clusters Score -534790.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -534803.812500 Penalty: 4179.599609
	Iteration 14Q: 3 clusters Score -534803.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -534819.687500 Penalty: 4179.599609
	Iteration 15Q: 3 clusters Score -534819.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -534826.937500 Penalty: 4179.599609
	Iteration 16Q: 3 clusters Score -534826.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -534832.250000 Penalty: 4179.599609
	Iteration 17Q: 3 clusters Score -534832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -534833.562500 Penalty: 4179.599609
	Iteration 18Q: 3 clusters Score -534833.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -534836.375000 Penalty: 4179.599609
	Iteration 19Q: 3 clusters Score -534836.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -534838.562500 Penalty: 4179.599609
	Iteration 20F: 3 clusters Score -534838.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -534840.562500 Penalty: 4179.599609
	Iteration 21Q: 3 clusters Score -534840.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -534841.000000 Penalty: 4179.599609
	Iteration 22Q: 3 clusters Score -534841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -534841.125000 Penalty: 4179.599609
	Iteration 23Q: 3 clusters Score -534841.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -534841.125000 Penalty: 4179.599609
	Iteration 24F: 3 clusters Score -534841.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Entering Unmasked Estep 
Score: -428818.750000 Penalty: 2035.975952
	Iteration 0F: 2 clusters Score -428818.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -425138.218750 Penalty: 4071.951904
	Iteration 0F: 3 clusters Score -425138.2 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -425978.406250 Penalty: 4071.951904
	Iteration 1F: 3 clusters Score -425978.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -426167.187500 Penalty: 4071.951904
	Iteration 2F: 3 clusters Score -426167.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -426277.093750 Penalty: 4071.951904
	Iteration 3Q: 3 clusters Score -426277.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -426343.000000 Penalty: 4071.951904
	Iteration 4Q: 3 clusters Score -426343 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -426399.437500 Penalty: 4071.951904
	Iteration 5Q: 3 clusters Score -426399.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -426446.125000 Penalty: 4071.951904
	Iteration 6Q: 3 clusters Score -426446.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -426490.812500 Penalty: 4071.951904
	Iteration 7Q: 3 clusters Score -426490.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -426542.562500 Penalty: 4071.951904
	Iteration 8Q: 3 clusters Score -426542.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -426599.187500 Penalty: 4071.951904
	Iteration 9Q: 3 clusters Score -426599.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -426667.125000 Penalty: 4071.951904
	Iteration 10Q: 3 clusters Score -426667.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -426765.343750 Penalty: 4071.951904
	Iteration 11Q: 3 clusters Score -426765.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -426905.093750 Penalty: 4071.951904
	Iteration 12Q: 3 clusters Score -426905.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -427058.625000 Penalty: 4071.951904
	Iteration 13Q: 3 clusters Score -427058.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -427249.531250 Penalty: 4071.951904
	Iteration 14Q: 3 clusters Score -427249.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -427438.937500 Penalty: 4071.951904
	Iteration 15Q: 3 clusters Score -427438.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -427555.656250 Penalty: 4071.951904
	Iteration 16Q: 3 clusters Score -427555.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -427623.312500 Penalty: 4071.951904
	Iteration 17Q: 3 clusters Score -427623.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -427676.875000 Penalty: 4071.951904
	Iteration 18Q: 3 clusters Score -427676.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -427703.593750 Penalty: 4071.951904
	Iteration 19Q: 3 clusters Score -427703.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -427720.906250 Penalty: 4071.951904
	Iteration 20F: 3 clusters Score -427720.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -427727.343750 Penalty: 4071.951904
	Iteration 21Q: 3 clusters Score -427727.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -427732.875000 Penalty: 4071.951904
	Iteration 22Q: 3 clusters Score -427732.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -427735.093750 Penalty: 4071.951904
	Iteration 23Q: 3 clusters Score -427735.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -427736.718750 Penalty: 4071.951904
	Iteration 24Q: 3 clusters Score -427736.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -427737.906250 Penalty: 4071.951904
	Iteration 25Q: 3 clusters Score -427737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -427739.500000 Penalty: 4071.951904
	Iteration 26Q: 3 clusters Score -427739.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -427739.437500 Penalty: 4071.951904
	Iteration 27Q: 3 clusters Score -427739.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -427739.437500 Penalty: 4071.951904
	Iteration 28F: 3 clusters Score -427739.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Entering Unmasked Estep 
Score: -158246.734375 Penalty: 1782.539062
	Iteration 0F: 2 clusters Score -158246.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -156093.546875 Penalty: 3565.078125
	Iteration 0F: 3 clusters Score -156093.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -156445.843750 Penalty: 3565.078125
	Iteration 1F: 3 clusters Score -156445.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -156534.625000 Penalty: 3565.078125
	Iteration 2F: 3 clusters Score -156534.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -156578.812500 Penalty: 3565.078125
	Iteration 3Q: 3 clusters Score -156578.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -156614.937500 Penalty: 3565.078125
	Iteration 4Q: 3 clusters Score -156614.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -156636.468750 Penalty: 3565.078125
	Iteration 5Q: 3 clusters Score -156636.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -156654.484375 Penalty: 3565.078125
	Iteration 6Q: 3 clusters Score -156654.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -156676.515625 Penalty: 3565.078125
	Iteration 7Q: 3 clusters Score -156676.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -156704.140625 Penalty: 3565.078125
	Iteration 8Q: 3 clusters Score -156704.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -156750.031250 Penalty: 3565.078125
	Iteration 9Q: 3 clusters Score -156750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -156778.421875 Penalty: 3565.078125
	Iteration 10Q: 3 clusters Score -156778.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -156817.187500 Penalty: 3565.078125
	Iteration 11Q: 3 clusters Score -156817.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -156848.468750 Penalty: 3565.078125
	Iteration 12Q: 3 clusters Score -156848.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -156871.765625 Penalty: 3565.078125
	Iteration 13Q: 3 clusters Score -156871.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -156904.093750 Penalty: 3565.078125
	Iteration 14Q: 3 clusters Score -156904.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -156935.500000 Penalty: 3565.078125
	Iteration 15Q: 3 clusters Score -156935.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -156979.250000 Penalty: 3565.078125
	Iteration 16Q: 3 clusters Score -156979.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -157018.609375 Penalty: 3565.078125
	Iteration 17Q: 3 clusters Score -157018.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -157052.734375 Penalty: 3565.078125
	Iteration 18Q: 3 clusters Score -157052.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -157076.937500 Penalty: 3565.078125
	Iteration 19Q: 3 clusters Score -157076.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -157099.671875 Penalty: 3565.078125
	Iteration 20F: 3 clusters Score -157099.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -157131.890625 Penalty: 3565.078125
	Iteration 21Q: 3 clusters Score -157131.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -157148.890625 Penalty: 3565.078125
	Iteration 22Q: 3 clusters Score -157148.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -157162.031250 Penalty: 3565.078125
	Iteration 23Q: 3 clusters Score -157162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -157187.343750 Penalty: 3565.078125
	Iteration 24Q: 3 clusters Score -157187.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -157204.156250 Penalty: 3565.078125
	Iteration 25Q: 3 clusters Score -157204.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -157231.671875 Penalty: 3565.078125
	Iteration 26Q: 3 clusters Score -157231.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -157251.000000 Penalty: 3565.078125
	Iteration 27Q: 3 clusters Score -157251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -157287.390625 Penalty: 3565.078125
	Iteration 28Q: 3 clusters Score -157287.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -157318.734375 Penalty: 3565.078125
	Iteration 29Q: 3 clusters Score -157318.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -157350.968750 Penalty: 3565.078125
	Iteration 30Q: 3 clusters Score -157351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -157376.750000 Penalty: 3565.078125
	Iteration 31Q: 3 clusters Score -157376.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -157406.859375 Penalty: 3565.078125
	Iteration 32Q: 3 clusters Score -157406.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -157424.828125 Penalty: 3565.078125
	Iteration 33Q: 3 clusters Score -157424.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -157438.656250 Penalty: 3565.078125
	Iteration 34Q: 3 clusters Score -157438.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -157441.437500 Penalty: 3565.078125
	Iteration 35Q: 3 clusters Score -157441.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -157449.171875 Penalty: 3565.078125
	Iteration 36Q: 3 clusters Score -157449.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -157455.390625 Penalty: 3565.078125
	Iteration 37Q: 3 clusters Score -157455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -157455.968750 Penalty: 3565.078125
	Iteration 38Q: 3 clusters Score -157456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -157455.968750 Penalty: 3565.078125
	Iteration 39F: 3 clusters Score -157456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (60400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Entering Unmasked Estep 
Score: -7434607.000000 Penalty: 2730.168457
	Iteration 0F: 2 clusters Score -7434607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -7393961.500000 Penalty: 5460.336914
	Iteration 0F: 3 clusters Score -7393962 nChanged 28073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -7409651.000000 Penalty: 5460.336914
	Iteration 1F: 3 clusters Score -7409651 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -7410393.500000 Penalty: 5460.336914
	Iteration 2Q: 3 clusters Score -7410394 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -7411268.000000 Penalty: 5460.336914
	Iteration 3Q: 3 clusters Score -7411268 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -7412392.000000 Penalty: 5460.336914
	Iteration 4Q: 3 clusters Score -7412392 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -7414029.000000 Penalty: 5460.336914
	Iteration 5F: 3 clusters Score -7414029 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -7416352.000000 Penalty: 5460.336914
	Iteration 6F: 3 clusters Score -7416352 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -7419213.000000 Penalty: 5460.336914
	Iteration 7F: 3 clusters Score -7419213 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -7422305.500000 Penalty: 5460.336914
	Iteration 8F: 3 clusters Score -7422306 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -7425123.000000 Penalty: 5460.336914
	Iteration 9F: 3 clusters Score -7425123 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -7427311.000000 Penalty: 5460.336914
	Iteration 10Q: 3 clusters Score -7427311 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -7428755.500000 Penalty: 5460.336914
	Iteration 11Q: 3 clusters Score -7428756 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 54762 members 
Entering Unmasked Estep 
Score: -7429756.500000 Penalty: 5460.336914
	Iteration 12Q: 3 clusters Score -7429756 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -7430523.000000 Penalty: 5460.336914
	Iteration 13Q: 3 clusters Score -7430523 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 55842 members 
Entering Unmasked Estep 
Score: -7431151.500000 Penalty: 5460.336914
	Iteration 14Q: 3 clusters Score -7431152 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -7431528.000000 Penalty: 5460.336914
	Iteration 15Q: 3 clusters Score -7431528 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -7431763.000000 Penalty: 5460.336914
	Iteration 16Q: 3 clusters Score -7431763 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 56481 members 
Entering Unmasked Estep 
Score: -7431912.000000 Penalty: 5460.336914
	Iteration 17Q: 3 clusters Score -7431912 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -7432010.000000 Penalty: 5460.336914
	Iteration 18Q: 3 clusters Score -7432010 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -7432073.500000 Penalty: 5460.336914
	Iteration 19Q: 3 clusters Score -7432074 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -7432110.500000 Penalty: 5460.336914
	Iteration 20F: 3 clusters Score -7432110 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -7432130.500000 Penalty: 5460.336914
	Iteration 21Q: 3 clusters Score -7432130 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -7432190.500000 Penalty: 5460.336914
	Iteration 22Q: 3 clusters Score -7432190 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
Score: -7432215.000000 Penalty: 5460.336914
	Iteration 23Q: 3 clusters Score -7432215 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -7432248.000000 Penalty: 5460.336914
	Iteration 24Q: 3 clusters Score -7432248 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 57060 members 
Entering Unmasked Estep 
Score: -7432262.000000 Penalty: 5460.336914
	Iteration 25Q: 3 clusters Score -7432262 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -7432267.500000 Penalty: 5460.336914
	Iteration 26Q: 3 clusters Score -7432268 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -7432293.500000 Penalty: 5460.336914
	Iteration 27Q: 3 clusters Score -7432294 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
Score: -7432302.000000 Penalty: 5460.336914
	Iteration 28Q: 3 clusters Score -7432302 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 57251 members 
Entering Unmasked Estep 
Score: -7432330.000000 Penalty: 5460.336914
	Iteration 29Q: 3 clusters Score -7432330 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 57289 members 
Entering Unmasked Estep 
Score: -7432327.000000 Penalty: 5460.336914
	Iteration 30Q: 3 clusters Score -7432327 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 57321 members 
Entering Unmasked Estep 
Score: -7432347.500000 Penalty: 5460.336914
	Iteration 31Q: 3 clusters Score -7432348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -7432359.500000 Penalty: 5460.336914
	Iteration 32Q: 3 clusters Score -7432360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 57385 members 
Entering Unmasked Estep 
Score: -7432371.000000 Penalty: 5460.336914
	Iteration 33Q: 3 clusters Score -7432371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 57413 members 
Entering Unmasked Estep 
Score: -7432371.500000 Penalty: 5460.336914
	Iteration 34Q: 3 clusters Score -7432372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -7432377.500000 Penalty: 5460.336914
	Iteration 35Q: 3 clusters Score -7432378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -7432378.500000 Penalty: 5460.336914
	Iteration 36Q: 3 clusters Score -7432378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -7432377.500000 Penalty: 5460.336914
	Iteration 37Q: 3 clusters Score -7432378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -7432377.000000 Penalty: 5460.336914
	Iteration 38Q: 3 clusters Score -7432377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -7432370.500000 Penalty: 5460.336914
	Iteration 39Q: 3 clusters Score -7432370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 57472 members 
Entering Unmasked Estep 
Score: -7432373.000000 Penalty: 5460.336914
	Iteration 40F: 3 clusters Score -7432373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 57481 members 
Entering Unmasked Estep 
Score: -7432380.000000 Penalty: 5460.336914
	Iteration 41Q: 3 clusters Score -7432380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
Score: -7432391.000000 Penalty: 5460.336914
	Iteration 42Q: 3 clusters Score -7432391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 57500 members 
Entering Unmasked Estep 
Score: -7432385.000000 Penalty: 5460.336914
	Iteration 43Q: 3 clusters Score -7432385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -7432382.000000 Penalty: 5460.336914
	Iteration 44Q: 3 clusters Score -7432382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -7432366.500000 Penalty: 5460.336914
	Iteration 45Q: 3 clusters Score -7432366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -7432371.500000 Penalty: 5460.336914
	Iteration 46Q: 3 clusters Score -7432372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -7432368.500000 Penalty: 5460.336914
	Iteration 47Q: 3 clusters Score -7432368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 57523 members 
Entering Unmasked Estep 
Score: -7432365.500000 Penalty: 5460.336914
	Iteration 48Q: 3 clusters Score -7432366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 57526 members 
Entering Unmasked Estep 
Score: -7432372.500000 Penalty: 5460.336914
	Iteration 49Q: 3 clusters Score -7432372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -7432370.000000 Penalty: 5460.336914
	Iteration 50Q: 3 clusters Score -7432370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 57533 members 
Entering Unmasked Estep 
Score: -7432367.000000 Penalty: 5460.336914
	Iteration 51Q: 3 clusters Score -7432367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 57535 members 
Entering Unmasked Estep 
Score: -7432365.000000 Penalty: 5460.336914
	Iteration 52Q: 3 clusters Score -7432365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -7432363.000000 Penalty: 5460.336914
	Iteration 53Q: 3 clusters Score -7432363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
Score: -7432369.500000 Penalty: 5460.336914
	Iteration 54Q: 3 clusters Score -7432370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -7432376.500000 Penalty: 5460.336914
	Iteration 55Q: 3 clusters Score -7432376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -7432371.500000 Penalty: 5460.336914
	Iteration 56Q: 3 clusters Score -7432372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -7432386.000000 Penalty: 5460.336914
	Iteration 57Q: 3 clusters Score -7432386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 57573 members 
Entering Unmasked Estep 
Score: -7432388.000000 Penalty: 5460.336914
	Iteration 58Q: 3 clusters Score -7432388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 57584 members 
Entering Unmasked Estep 
Score: -7432388.500000 Penalty: 5460.336914
	Iteration 59Q: 3 clusters Score -7432388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -7432399.500000 Penalty: 5460.336914
	Iteration 60F: 3 clusters Score -7432400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -7432408.500000 Penalty: 5460.336914
	Iteration 61Q: 3 clusters Score -7432408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 57603 members 
Entering Unmasked Estep 
Score: -7432419.500000 Penalty: 5460.336914
	Iteration 62Q: 3 clusters Score -7432420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -7432405.000000 Penalty: 5460.336914
	Iteration 63Q: 3 clusters Score -7432405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 57614 members 
Entering Unmasked Estep 
Score: -7432403.000000 Penalty: 5460.336914
	Iteration 64Q: 3 clusters Score -7432403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 57617 members 
Entering Unmasked Estep 
Score: -7432408.000000 Penalty: 5460.336914
	Iteration 65Q: 3 clusters Score -7432408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 57620 members 
Entering Unmasked Estep 
Score: -7432407.500000 Penalty: 5460.336914
	Iteration 66Q: 3 clusters Score -7432408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 57625 members 
Entering Unmasked Estep 
Score: -7432403.500000 Penalty: 5460.336914
	Iteration 67Q: 3 clusters Score -7432404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 57627 members 
Entering Unmasked Estep 
Score: -7432404.500000 Penalty: 5460.336914
	Iteration 68Q: 3 clusters Score -7432404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -7432405.000000 Penalty: 5460.336914
	Iteration 69Q: 3 clusters Score -7432405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 57628 members 
Entering Unmasked Estep 
Score: -7432405.000000 Penalty: 5460.336914
	Iteration 70F: 3 clusters Score -7432405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Entering Unmasked Estep 
Score: -508692.968750 Penalty: 2096.178955
	Iteration 0F: 2 clusters Score -508693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -504462.125000 Penalty: 4192.357910
	Iteration 0F: 3 clusters Score -504462.1 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -505837.218750 Penalty: 4192.357910
	Iteration 1F: 3 clusters Score -505837.2 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -506468.718750 Penalty: 4192.357910
	Iteration 2F: 3 clusters Score -506468.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -506897.250000 Penalty: 4192.357910
	Iteration 3F: 3 clusters Score -506897.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -507237.281250 Penalty: 4192.357910
	Iteration 4F: 3 clusters Score -507237.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -507523.125000 Penalty: 4192.357910
	Iteration 5F: 3 clusters Score -507523.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -507684.906250 Penalty: 4192.357910
	Iteration 6Q: 3 clusters Score -507684.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -507814.781250 Penalty: 4192.357910
	Iteration 7Q: 3 clusters Score -507814.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -507907.218750 Penalty: 4192.357910
	Iteration 8Q: 3 clusters Score -507907.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -507965.437500 Penalty: 4192.357910
	Iteration 9Q: 3 clusters Score -507965.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -508006.156250 Penalty: 4192.357910
	Iteration 10Q: 3 clusters Score -508006.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -508036.375000 Penalty: 4192.357910
	Iteration 11Q: 3 clusters Score -508036.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -508064.656250 Penalty: 4192.357910
	Iteration 12Q: 3 clusters Score -508064.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -508090.093750 Penalty: 4192.357910
	Iteration 13Q: 3 clusters Score -508090.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -508110.343750 Penalty: 4192.357910
	Iteration 14Q: 3 clusters Score -508110.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -508135.281250 Penalty: 4192.357910
	Iteration 15Q: 3 clusters Score -508135.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -508149.125000 Penalty: 4192.357910
	Iteration 16Q: 3 clusters Score -508149.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -508173.562500 Penalty: 4192.357910
	Iteration 17Q: 3 clusters Score -508173.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -508208.656250 Penalty: 4192.357910
	Iteration 18Q: 3 clusters Score -508208.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -508228.843750 Penalty: 4192.357910
	Iteration 19Q: 3 clusters Score -508228.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -508249.750000 Penalty: 4192.357910
	Iteration 20F: 3 clusters Score -508249.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -508266.781250 Penalty: 4192.357910
	Iteration 21Q: 3 clusters Score -508266.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -508278.093750 Penalty: 4192.357910
	Iteration 22Q: 3 clusters Score -508278.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -508295.000000 Penalty: 4192.357910
	Iteration 23Q: 3 clusters Score -508295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -508312.531250 Penalty: 4192.357910
	Iteration 24Q: 3 clusters Score -508312.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -508323.718750 Penalty: 4192.357910
	Iteration 25Q: 3 clusters Score -508323.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -508336.375000 Penalty: 4192.357910
	Iteration 26Q: 3 clusters Score -508336.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -508351.406250 Penalty: 4192.357910
	Iteration 27Q: 3 clusters Score -508351.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -508362.187500 Penalty: 4192.357910
	Iteration 28Q: 3 clusters Score -508362.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -508371.531250 Penalty: 4192.357910
	Iteration 29Q: 3 clusters Score -508371.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -508377.062500 Penalty: 4192.357910
	Iteration 30Q: 3 clusters Score -508377.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -508380.500000 Penalty: 4192.357910
	Iteration 31Q: 3 clusters Score -508380.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -508383.875000 Penalty: 4192.357910
	Iteration 32Q: 3 clusters Score -508383.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -508385.906250 Penalty: 4192.357910
	Iteration 33Q: 3 clusters Score -508385.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -508390.906250 Penalty: 4192.357910
	Iteration 34Q: 3 clusters Score -508390.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -508393.937500 Penalty: 4192.357910
	Iteration 35Q: 3 clusters Score -508393.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -508396.593750 Penalty: 4192.357910
	Iteration 36Q: 3 clusters Score -508396.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -508407.093750 Penalty: 4192.357910
	Iteration 37Q: 3 clusters Score -508407.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -508421.781250 Penalty: 4192.357910
	Iteration 38Q: 3 clusters Score -508421.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -508429.843750 Penalty: 4192.357910
	Iteration 39Q: 3 clusters Score -508429.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -508433.937500 Penalty: 4192.357910
	Iteration 40F: 3 clusters Score -508433.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -508439.562500 Penalty: 4192.357910
	Iteration 41Q: 3 clusters Score -508439.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -508442.062500 Penalty: 4192.357910
	Iteration 42Q: 3 clusters Score -508442.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -508443.625000 Penalty: 4192.357910
	Iteration 43Q: 3 clusters Score -508443.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -508444.656250 Penalty: 4192.357910
	Iteration 44Q: 3 clusters Score -508444.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -508444.656250 Penalty: 4192.357910
	Iteration 45F: 3 clusters Score -508444.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (272029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272029 members 
Entering Unmasked Estep 
Score: -33398814.000000 Penalty: 3103.388672
	Iteration 0F: 2 clusters Score -3.339881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136356 members 
Mstep: Class 2 contains 135673 members 
Entering Unmasked Estep 
Score: -33224116.000000 Penalty: 6206.777344
	Iteration 0F: 3 clusters Score -3.322412e+07 nChanged 131700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141660 members 
Mstep: Class 2 contains 130369 members 
Entering Unmasked Estep 
Score: -33301542.000000 Penalty: 6206.777344
	Iteration 1F: 3 clusters Score -3.330154e+07 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145605 members 
Mstep: Class 2 contains 126424 members 
Entering Unmasked Estep 
Score: -33303264.000000 Penalty: 6206.777344
	Iteration 2Q: 3 clusters Score -3.330326e+07 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151945 members 
Mstep: Class 2 contains 120084 members 
Entering Unmasked Estep 
Score: -33305498.000000 Penalty: 6206.777344
	Iteration 3Q: 3 clusters Score -3.33055e+07 nChanged 10922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161785 members 
Mstep: Class 2 contains 110244 members 
Entering Unmasked Estep 
Score: -33309708.000000 Penalty: 6206.777344
	Iteration 4Q: 3 clusters Score -3.330971e+07 nChanged 15037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176402 members 
Mstep: Class 2 contains 95627 members 
Entering Unmasked Estep 
Score: -33317982.000000 Penalty: 6206.777344
	Iteration 5F: 3 clusters Score -3.331798e+07 nChanged 20586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196820 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -33332762.000000 Penalty: 6206.777344
	Iteration 6F: 3 clusters Score -3.333276e+07 nChanged 24689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221455 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -33353800.000000 Penalty: 6206.777344
	Iteration 7F: 3 clusters Score -3.33538e+07 nChanged 22703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244130 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -33373622.000000 Penalty: 6206.777344
	Iteration 8F: 3 clusters Score -3.337362e+07 nChanged 14532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258650 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -33385678.000000 Penalty: 6206.777344
	Iteration 9F: 3 clusters Score -3.338568e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265601 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -33391508.000000 Penalty: 6206.777344
	Iteration 10Q: 3 clusters Score -3.339151e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268685 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -33393810.000000 Penalty: 6206.777344
	Iteration 11Q: 3 clusters Score -3.339381e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270022 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -33394834.000000 Penalty: 6206.777344
	Iteration 12Q: 3 clusters Score -3.339483e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270654 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -33395328.000000 Penalty: 6206.777344
	Iteration 13Q: 3 clusters Score -3.339533e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271002 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -33395644.000000 Penalty: 6206.777344
	Iteration 14Q: 3 clusters Score -3.339564e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271172 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -33395802.000000 Penalty: 6206.777344
	Iteration 15Q: 3 clusters Score -3.33958e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271260 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -33395862.000000 Penalty: 6206.777344
	Iteration 16Q: 3 clusters Score -3.339586e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271321 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -33395996.000000 Penalty: 6206.777344
	Iteration 17Q: 3 clusters Score -3.3396e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271362 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -33396020.000000 Penalty: 6206.777344
	Iteration 18Q: 3 clusters Score -3.339602e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271378 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -33396050.000000 Penalty: 6206.777344
	Iteration 19Q: 3 clusters Score -3.339605e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271396 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -33396070.000000 Penalty: 6206.777344
	Iteration 20F: 3 clusters Score -3.339607e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271407 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -33396086.000000 Penalty: 6206.777344
	Iteration 21Q: 3 clusters Score -3.339609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271410 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -33396078.000000 Penalty: 6206.777344
	Iteration 22Q: 3 clusters Score -3.339608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271416 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -33396070.000000 Penalty: 6206.777344
	Iteration 23Q: 3 clusters Score -3.339607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271422 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -33396102.000000 Penalty: 6206.777344
	Iteration 24Q: 3 clusters Score -3.33961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271429 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -33396098.000000 Penalty: 6206.777344
	Iteration 25Q: 3 clusters Score -3.33961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271432 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -33396096.000000 Penalty: 6206.777344
	Iteration 26Q: 3 clusters Score -3.33961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271438 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -33396112.000000 Penalty: 6206.777344
	Iteration 27Q: 3 clusters Score -3.339611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271441 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -33396106.000000 Penalty: 6206.777344
	Iteration 28Q: 3 clusters Score -3.339611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271440 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -33396110.000000 Penalty: 6206.777344
	Iteration 29Q: 3 clusters Score -3.339611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271444 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -33396092.000000 Penalty: 6206.777344
	Iteration 30Q: 3 clusters Score -3.339609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271446 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -33396104.000000 Penalty: 6206.777344
	Iteration 31Q: 3 clusters Score -3.33961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271449 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -33396092.000000 Penalty: 6206.777344
	Iteration 32Q: 3 clusters Score -3.339609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271451 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -33396102.000000 Penalty: 6206.777344
	Iteration 33Q: 3 clusters Score -3.33961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271453 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -33396108.000000 Penalty: 6206.777344
	Iteration 34Q: 3 clusters Score -3.339611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271454 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -33396096.000000 Penalty: 6206.777344
	Iteration 35Q: 3 clusters Score -3.33961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271456 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -33396096.000000 Penalty: 6206.777344
	Iteration 36Q: 3 clusters Score -3.33961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271457 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -33396104.000000 Penalty: 6206.777344
	Iteration 37Q: 3 clusters Score -3.33961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271459 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -33396114.000000 Penalty: 6206.777344
	Iteration 38Q: 3 clusters Score -3.339611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271461 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -33396134.000000 Penalty: 6206.777344
	Iteration 39Q: 3 clusters Score -3.339613e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271463 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -33396114.000000 Penalty: 6206.777344
	Iteration 40F: 3 clusters Score -3.339611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271464 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -33396118.000000 Penalty: 6206.777344
	Iteration 41Q: 3 clusters Score -3.339612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271465 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -33396130.000000 Penalty: 6206.777344
	Iteration 42Q: 3 clusters Score -3.339613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271467 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -33396120.000000 Penalty: 6206.777344
	Iteration 43Q: 3 clusters Score -3.339612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271471 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -33396114.000000 Penalty: 6206.777344
	Iteration 44Q: 3 clusters Score -3.339611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271474 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -33396140.000000 Penalty: 6206.777344
	Iteration 45Q: 3 clusters Score -3.339614e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271476 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -33396118.000000 Penalty: 6206.777344
	Iteration 46Q: 3 clusters Score -3.339612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271477 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -33396152.000000 Penalty: 6206.777344
	Iteration 47Q: 3 clusters Score -3.339615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271479 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -33396152.000000 Penalty: 6206.777344
	Iteration 48Q: 3 clusters Score -3.339615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271481 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -33396150.000000 Penalty: 6206.777344
	Iteration 49Q: 3 clusters Score -3.339615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271482 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -33396146.000000 Penalty: 6206.777344
	Iteration 50Q: 3 clusters Score -3.339615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271483 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -33396146.000000 Penalty: 6206.777344
	Iteration 51Q: 3 clusters Score -3.339615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271484 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -33396148.000000 Penalty: 6206.777344
	Iteration 52Q: 3 clusters Score -3.339615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271485 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -33396152.000000 Penalty: 6206.777344
	Iteration 53Q: 3 clusters Score -3.339615e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271485 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -33396152.000000 Penalty: 6206.777344
	Iteration 54F: 3 clusters Score -3.339615e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Entering Unmasked Estep 
Score: -1525186.250000 Penalty: 2345.443848
	Iteration 0F: 2 clusters Score -1525186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1515829.250000 Penalty: 4690.887695
	Iteration 0F: 3 clusters Score -1515829 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1518827.000000 Penalty: 4690.887695
	Iteration 1F: 3 clusters Score -1518827 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1519231.750000 Penalty: 4690.887695
	Iteration 2F: 3 clusters Score -1519232 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1519720.500000 Penalty: 4690.887695
	Iteration 3F: 3 clusters Score -1519720 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1520406.000000 Penalty: 4690.887695
	Iteration 4F: 3 clusters Score -1520406 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1521179.500000 Penalty: 4690.887695
	Iteration 5F: 3 clusters Score -1521180 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1521785.625000 Penalty: 4690.887695
	Iteration 6F: 3 clusters Score -1521786 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1522241.625000 Penalty: 4690.887695
	Iteration 7F: 3 clusters Score -1522242 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1522510.750000 Penalty: 4690.887695
	Iteration 8Q: 3 clusters Score -1522511 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1522689.500000 Penalty: 4690.887695
	Iteration 9Q: 3 clusters Score -1522690 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1522822.250000 Penalty: 4690.887695
	Iteration 10Q: 3 clusters Score -1522822 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1522936.375000 Penalty: 4690.887695
	Iteration 11Q: 3 clusters Score -1522936 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1523036.375000 Penalty: 4690.887695
	Iteration 12Q: 3 clusters Score -1523036 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1523143.500000 Penalty: 4690.887695
	Iteration 13Q: 3 clusters Score -1523144 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1523243.750000 Penalty: 4690.887695
	Iteration 14Q: 3 clusters Score -1523244 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1523388.125000 Penalty: 4690.887695
	Iteration 15Q: 3 clusters Score -1523388 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1523545.875000 Penalty: 4690.887695
	Iteration 16Q: 3 clusters Score -1523546 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1523726.750000 Penalty: 4690.887695
	Iteration 17Q: 3 clusters Score -1523727 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1523904.750000 Penalty: 4690.887695
	Iteration 18Q: 3 clusters Score -1523905 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1524044.000000 Penalty: 4690.887695
	Iteration 19Q: 3 clusters Score -1524044 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1524150.000000 Penalty: 4690.887695
	Iteration 20F: 3 clusters Score -1524150 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1524221.875000 Penalty: 4690.887695
	Iteration 21Q: 3 clusters Score -1524222 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1524277.375000 Penalty: 4690.887695
	Iteration 22Q: 3 clusters Score -1524277 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1524314.625000 Penalty: 4690.887695
	Iteration 23Q: 3 clusters Score -1524315 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1524335.125000 Penalty: 4690.887695
	Iteration 24Q: 3 clusters Score -1524335 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1524353.875000 Penalty: 4690.887695
	Iteration 25Q: 3 clusters Score -1524354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1524374.000000 Penalty: 4690.887695
	Iteration 26Q: 3 clusters Score -1524374 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1524379.500000 Penalty: 4690.887695
	Iteration 27Q: 3 clusters Score -1524380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1524391.125000 Penalty: 4690.887695
	Iteration 28Q: 3 clusters Score -1524391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1524389.125000 Penalty: 4690.887695
	Iteration 29Q: 3 clusters Score -1524389 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1524391.875000 Penalty: 4690.887695
	Iteration 30Q: 3 clusters Score -1524392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1524401.125000 Penalty: 4690.887695
	Iteration 31Q: 3 clusters Score -1524401 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1524412.625000 Penalty: 4690.887695
	Iteration 32Q: 3 clusters Score -1524413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1524417.000000 Penalty: 4690.887695
	Iteration 33Q: 3 clusters Score -1524417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1524429.500000 Penalty: 4690.887695
	Iteration 34Q: 3 clusters Score -1524430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1524435.750000 Penalty: 4690.887695
	Iteration 35Q: 3 clusters Score -1524436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1524442.625000 Penalty: 4690.887695
	Iteration 36Q: 3 clusters Score -1524443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1524452.750000 Penalty: 4690.887695
	Iteration 37Q: 3 clusters Score -1524453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1524454.000000 Penalty: 4690.887695
	Iteration 38Q: 3 clusters Score -1524454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1524455.750000 Penalty: 4690.887695
	Iteration 39Q: 3 clusters Score -1524456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1524458.250000 Penalty: 4690.887695
	Iteration 40F: 3 clusters Score -1524458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1524457.125000 Penalty: 4690.887695
	Iteration 41Q: 3 clusters Score -1524457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1524457.625000 Penalty: 4690.887695
	Iteration 42Q: 3 clusters Score -1524458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1524457.375000 Penalty: 4690.887695
	Iteration 43Q: 3 clusters Score -1524457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1524455.375000 Penalty: 4690.887695
	Iteration 44Q: 3 clusters Score -1524455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1524454.250000 Penalty: 4690.887695
	Iteration 45Q: 3 clusters Score -1524454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1524453.125000 Penalty: 4690.887695
	Iteration 46Q: 3 clusters Score -1524453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1524453.125000 Penalty: 4690.887695
	Iteration 47F: 3 clusters Score -1524453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Entering Unmasked Estep 
Score: -3103755.500000 Penalty: 2522.529541
	Iteration 0F: 2 clusters Score -3103756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3085706.250000 Penalty: 5045.059082
	Iteration 0F: 3 clusters Score -3085706 nChanged 11726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -3092148.250000 Penalty: 5045.059082
	Iteration 1F: 3 clusters Score -3092148 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3092857.250000 Penalty: 5045.059082
	Iteration 2F: 3 clusters Score -3092857 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3093579.250000 Penalty: 5045.059082
	Iteration 3F: 3 clusters Score -3093579 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3094513.750000 Penalty: 5045.059082
	Iteration 4F: 3 clusters Score -3094514 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3095555.750000 Penalty: 5045.059082
	Iteration 5F: 3 clusters Score -3095556 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -3096675.000000 Penalty: 5045.059082
	Iteration 6F: 3 clusters Score -3096675 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -3097731.750000 Penalty: 5045.059082
	Iteration 7F: 3 clusters Score -3097732 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -3098625.500000 Penalty: 5045.059082
	Iteration 8Q: 3 clusters Score -3098626 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -3099466.500000 Penalty: 5045.059082
	Iteration 9Q: 3 clusters Score -3099466 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3100160.250000 Penalty: 5045.059082
	Iteration 10Q: 3 clusters Score -3100160 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -3100691.500000 Penalty: 5045.059082
	Iteration 11Q: 3 clusters Score -3100692 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -3101105.250000 Penalty: 5045.059082
	Iteration 12Q: 3 clusters Score -3101105 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3101490.750000 Penalty: 5045.059082
	Iteration 13Q: 3 clusters Score -3101491 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -3101830.500000 Penalty: 5045.059082
	Iteration 14Q: 3 clusters Score -3101830 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -3102137.250000 Penalty: 5045.059082
	Iteration 15Q: 3 clusters Score -3102137 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3102302.250000 Penalty: 5045.059082
	Iteration 16Q: 3 clusters Score -3102302 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3102364.250000 Penalty: 5045.059082
	Iteration 17Q: 3 clusters Score -3102364 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -3102405.500000 Penalty: 5045.059082
	Iteration 18Q: 3 clusters Score -3102406 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3102426.250000 Penalty: 5045.059082
	Iteration 19Q: 3 clusters Score -3102426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3102442.750000 Penalty: 5045.059082
	Iteration 20F: 3 clusters Score -3102443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -3102448.000000 Penalty: 5045.059082
	Iteration 21Q: 3 clusters Score -3102448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3102448.250000 Penalty: 5045.059082
	Iteration 22Q: 3 clusters Score -3102448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3102455.500000 Penalty: 5045.059082
	Iteration 23Q: 3 clusters Score -3102456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3102456.000000 Penalty: 5045.059082
	Iteration 24Q: 3 clusters Score -3102456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -3102457.000000 Penalty: 5045.059082
	Iteration 25Q: 3 clusters Score -3102457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -3102453.500000 Penalty: 5045.059082
	Iteration 26Q: 3 clusters Score -3102454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3102453.000000 Penalty: 5045.059082
	Iteration 27Q: 3 clusters Score -3102453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -3102459.500000 Penalty: 5045.059082
	Iteration 28Q: 3 clusters Score -3102460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -3102461.250000 Penalty: 5045.059082
	Iteration 29Q: 3 clusters Score -3102461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -3102460.000000 Penalty: 5045.059082
	Iteration 30Q: 3 clusters Score -3102460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -3102460.000000 Penalty: 5045.059082
	Iteration 31F: 3 clusters Score -3102460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -143826.171875 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -143826.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -141772.671875 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -141772.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -142067.718750 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -142067.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -142174.078125 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -142174.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -142215.265625 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -142215.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -142242.484375 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -142242.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -142259.765625 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -142259.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -142275.062500 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -142275.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -142291.000000 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -142291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -142303.343750 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -142303.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -142310.921875 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -142310.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -142314.343750 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -142314.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -142315.453125 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -142315.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -142315.453125 Penalty: 3508.341797
	Iteration 12F: 3 clusters Score -142315.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -35692.386719 Penalty: 1473.814331
	Iteration 0F: 2 clusters Score -35692.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34392.175781 Penalty: 2947.628662
	Iteration 0F: 3 clusters Score -34392.18 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34657.488281 Penalty: 2947.628662
	Iteration 1F: 3 clusters Score -34657.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34763.335938 Penalty: 2947.628662
	Iteration 2F: 3 clusters Score -34763.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34838.539062 Penalty: 2947.628662
	Iteration 3Q: 3 clusters Score -34838.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34883.839844 Penalty: 2947.628662
	Iteration 4Q: 3 clusters Score -34883.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34905.292969 Penalty: 2947.628662
	Iteration 5Q: 3 clusters Score -34905.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34908.828125 Penalty: 2947.628662
	Iteration 6Q: 3 clusters Score -34908.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34918.656250 Penalty: 2947.628662
	Iteration 7Q: 3 clusters Score -34918.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34926.277344 Penalty: 2947.628662
	Iteration 8Q: 3 clusters Score -34926.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34929.738281 Penalty: 2947.628662
	Iteration 9Q: 3 clusters Score -34929.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -34935.195312 Penalty: 2947.628662
	Iteration 10Q: 3 clusters Score -34935.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34939.226562 Penalty: 2947.628662
	Iteration 11Q: 3 clusters Score -34939.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34944.511719 Penalty: 2947.628662
	Iteration 12Q: 3 clusters Score -34944.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34944.511719 Penalty: 2947.628662
	Iteration 13F: 3 clusters Score -34944.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Entering Unmasked Estep 
Score: -991980.625000 Penalty: 2241.160889
	Iteration 0F: 2 clusters Score -991980.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -985282.312500 Penalty: 4482.321777
	Iteration 0F: 3 clusters Score -985282.3 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -987153.687500 Penalty: 4482.321777
	Iteration 1F: 3 clusters Score -987153.7 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -987455.250000 Penalty: 4482.321777
	Iteration 2F: 3 clusters Score -987455.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -987674.375000 Penalty: 4482.321777
	Iteration 3F: 3 clusters Score -987674.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -987836.062500 Penalty: 4482.321777
	Iteration 4Q: 3 clusters Score -987836.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -987980.000000 Penalty: 4482.321777
	Iteration 5Q: 3 clusters Score -987980 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -988101.312500 Penalty: 4482.321777
	Iteration 6Q: 3 clusters Score -988101.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -988237.625000 Penalty: 4482.321777
	Iteration 7Q: 3 clusters Score -988237.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -988404.812500 Penalty: 4482.321777
	Iteration 8Q: 3 clusters Score -988404.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -988579.062500 Penalty: 4482.321777
	Iteration 9Q: 3 clusters Score -988579.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -988738.625000 Penalty: 4482.321777
	Iteration 10Q: 3 clusters Score -988738.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -988917.750000 Penalty: 4482.321777
	Iteration 11Q: 3 clusters Score -988917.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -989133.625000 Penalty: 4482.321777
	Iteration 12Q: 3 clusters Score -989133.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -989349.437500 Penalty: 4482.321777
	Iteration 13Q: 3 clusters Score -989349.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -989545.125000 Penalty: 4482.321777
	Iteration 14Q: 3 clusters Score -989545.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -989695.500000 Penalty: 4482.321777
	Iteration 15Q: 3 clusters Score -989695.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -989819.437500 Penalty: 4482.321777
	Iteration 16Q: 3 clusters Score -989819.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -989922.312500 Penalty: 4482.321777
	Iteration 17Q: 3 clusters Score -989922.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -990013.250000 Penalty: 4482.321777
	Iteration 18Q: 3 clusters Score -990013.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -990076.937500 Penalty: 4482.321777
	Iteration 19Q: 3 clusters Score -990076.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -990139.250000 Penalty: 4482.321777
	Iteration 20F: 3 clusters Score -990139.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -990211.000000 Penalty: 4482.321777
	Iteration 21Q: 3 clusters Score -990211 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -990277.750000 Penalty: 4482.321777
	Iteration 22Q: 3 clusters Score -990277.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -990347.437500 Penalty: 4482.321777
	Iteration 23Q: 3 clusters Score -990347.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -990413.625000 Penalty: 4482.321777
	Iteration 24Q: 3 clusters Score -990413.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -990484.250000 Penalty: 4482.321777
	Iteration 25Q: 3 clusters Score -990484.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -990535.437500 Penalty: 4482.321777
	Iteration 26Q: 3 clusters Score -990535.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -990579.375000 Penalty: 4482.321777
	Iteration 27Q: 3 clusters Score -990579.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -990639.187500 Penalty: 4482.321777
	Iteration 28Q: 3 clusters Score -990639.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -990685.437500 Penalty: 4482.321777
	Iteration 29Q: 3 clusters Score -990685.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -990741.062500 Penalty: 4482.321777
	Iteration 30Q: 3 clusters Score -990741.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -990796.562500 Penalty: 4482.321777
	Iteration 31Q: 3 clusters Score -990796.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -990877.250000 Penalty: 4482.321777
	Iteration 32Q: 3 clusters Score -990877.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -990943.500000 Penalty: 4482.321777
	Iteration 33Q: 3 clusters Score -990943.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -991005.875000 Penalty: 4482.321777
	Iteration 34Q: 3 clusters Score -991005.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -991046.312500 Penalty: 4482.321777
	Iteration 35Q: 3 clusters Score -991046.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -991073.875000 Penalty: 4482.321777
	Iteration 36Q: 3 clusters Score -991073.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -991095.562500 Penalty: 4482.321777
	Iteration 37Q: 3 clusters Score -991095.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -991131.187500 Penalty: 4482.321777
	Iteration 38Q: 3 clusters Score -991131.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -991204.250000 Penalty: 4482.321777
	Iteration 39Q: 3 clusters Score -991204.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -991327.250000 Penalty: 4482.321777
	Iteration 40F: 3 clusters Score -991327.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -991413.250000 Penalty: 4482.321777
	Iteration 41Q: 3 clusters Score -991413.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -991452.812500 Penalty: 4482.321777
	Iteration 42Q: 3 clusters Score -991452.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -991476.937500 Penalty: 4482.321777
	Iteration 43Q: 3 clusters Score -991476.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -991493.500000 Penalty: 4482.321777
	Iteration 44Q: 3 clusters Score -991493.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -991495.375000 Penalty: 4482.321777
	Iteration 45Q: 3 clusters Score -991495.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -991497.312500 Penalty: 4482.321777
	Iteration 46Q: 3 clusters Score -991497.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -991497.312500 Penalty: 4482.321777
	Iteration 47F: 3 clusters Score -991497.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Entering Unmasked Estep 
Score: -694273.687500 Penalty: 2176.106201
	Iteration 0F: 2 clusters Score -694273.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -688879.687500 Penalty: 4352.212402
	Iteration 0F: 3 clusters Score -688879.7 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -690718.562500 Penalty: 4352.212402
	Iteration 1F: 3 clusters Score -690718.6 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -691603.500000 Penalty: 4352.212402
	Iteration 2F: 3 clusters Score -691603.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -692570.500000 Penalty: 4352.212402
	Iteration 3F: 3 clusters Score -692570.5 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -693262.187500 Penalty: 4352.212402
	Iteration 4F: 3 clusters Score -693262.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -693592.187500 Penalty: 4352.212402
	Iteration 5F: 3 clusters Score -693592.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -693740.187500 Penalty: 4352.212402
	Iteration 6Q: 3 clusters Score -693740.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -693809.375000 Penalty: 4352.212402
	Iteration 7Q: 3 clusters Score -693809.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -693843.312500 Penalty: 4352.212402
	Iteration 8Q: 3 clusters Score -693843.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -693867.125000 Penalty: 4352.212402
	Iteration 9Q: 3 clusters Score -693867.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -693881.312500 Penalty: 4352.212402
	Iteration 10Q: 3 clusters Score -693881.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -693892.187500 Penalty: 4352.212402
	Iteration 11Q: 3 clusters Score -693892.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -693901.375000 Penalty: 4352.212402
	Iteration 12Q: 3 clusters Score -693901.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -693914.937500 Penalty: 4352.212402
	Iteration 13Q: 3 clusters Score -693914.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -693930.125000 Penalty: 4352.212402
	Iteration 14Q: 3 clusters Score -693930.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -693937.125000 Penalty: 4352.212402
	Iteration 15Q: 3 clusters Score -693937.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -693944.187500 Penalty: 4352.212402
	Iteration 16Q: 3 clusters Score -693944.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -693947.187500 Penalty: 4352.212402
	Iteration 17Q: 3 clusters Score -693947.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -693950.875000 Penalty: 4352.212402
	Iteration 18Q: 3 clusters Score -693950.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -693951.437500 Penalty: 4352.212402
	Iteration 19Q: 3 clusters Score -693951.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -693954.187500 Penalty: 4352.212402
	Iteration 20F: 3 clusters Score -693954.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -693956.625000 Penalty: 4352.212402
	Iteration 21Q: 3 clusters Score -693956.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -693956.812500 Penalty: 4352.212402
	Iteration 22Q: 3 clusters Score -693956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -693959.937500 Penalty: 4352.212402
	Iteration 23Q: 3 clusters Score -693959.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -693963.250000 Penalty: 4352.212402
	Iteration 24Q: 3 clusters Score -693963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -693963.000000 Penalty: 4352.212402
	Iteration 25Q: 3 clusters Score -693963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -693963.625000 Penalty: 4352.212402
	Iteration 26Q: 3 clusters Score -693963.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -693963.875000 Penalty: 4352.212402
	Iteration 27Q: 3 clusters Score -693963.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -693963.875000 Penalty: 4352.212402
	Iteration 28F: 3 clusters Score -693963.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -18180.634766 Penalty: 1305.147095
	Iteration 0F: 2 clusters Score -18180.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17115.294922 Penalty: 2610.294189
	Iteration 0F: 3 clusters Score -17115.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17198.632812 Penalty: 2610.294189
	Iteration 1F: 3 clusters Score -17198.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17212.445312 Penalty: 2610.294189
	Iteration 2Q: 3 clusters Score -17212.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17212.445312 Penalty: 2610.294189
	Iteration 3F: 3 clusters Score -17212.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (196498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196498 members 
Entering Unmasked Estep 
Score: -23913812.000000 Penalty: 3022.725098
	Iteration 0F: 2 clusters Score -2.391381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98322 members 
Mstep: Class 2 contains 98176 members 
Entering Unmasked Estep 
Score: -23783970.000000 Penalty: 6045.450195
	Iteration 0F: 3 clusters Score -2.378397e+07 nChanged 94467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98729 members 
Mstep: Class 2 contains 97769 members 
Entering Unmasked Estep 
Score: -23838642.000000 Penalty: 6045.450195
	Iteration 1F: 3 clusters Score -2.383864e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98799 members 
Mstep: Class 2 contains 97699 members 
Entering Unmasked Estep 
Score: -23839920.000000 Penalty: 6045.450195
	Iteration 2Q: 3 clusters Score -2.383992e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98945 members 
Mstep: Class 2 contains 97553 members 
Entering Unmasked Estep 
Score: -23840918.000000 Penalty: 6045.450195
	Iteration 3Q: 3 clusters Score -2.384092e+07 nChanged 5824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99241 members 
Mstep: Class 2 contains 97257 members 
Entering Unmasked Estep 
Score: -23842036.000000 Penalty: 6045.450195
	Iteration 4Q: 3 clusters Score -2.384204e+07 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99926 members 
Mstep: Class 2 contains 96572 members 
Entering Unmasked Estep 
Score: -23843970.000000 Penalty: 6045.450195
	Iteration 5Q: 3 clusters Score -2.384397e+07 nChanged 7465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101143 members 
Mstep: Class 2 contains 95355 members 
Entering Unmasked Estep 
Score: -23846512.000000 Penalty: 6045.450195
	Iteration 6Q: 3 clusters Score -2.384651e+07 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103117 members 
Mstep: Class 2 contains 93381 members 
Entering Unmasked Estep 
Score: -23850588.000000 Penalty: 6045.450195
	Iteration 7Q: 3 clusters Score -2.385059e+07 nChanged 10388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106043 members 
Mstep: Class 2 contains 90455 members 
Entering Unmasked Estep 
Score: -23856658.000000 Penalty: 6045.450195
	Iteration 8F: 3 clusters Score -2.385666e+07 nChanged 12203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109764 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -23865850.000000 Penalty: 6045.450195
	Iteration 9F: 3 clusters Score -2.386585e+07 nChanged 13342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113404 members 
Mstep: Class 2 contains 83094 members 
Entering Unmasked Estep 
Score: -23876508.000000 Penalty: 6045.450195
	Iteration 10F: 3 clusters Score -2.387651e+07 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115986 members 
Mstep: Class 2 contains 80512 members 
Entering Unmasked Estep 
Score: -23884972.000000 Penalty: 6045.450195
	Iteration 11F: 3 clusters Score -2.388497e+07 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117494 members 
Mstep: Class 2 contains 79004 members 
Entering Unmasked Estep 
Score: -23889936.000000 Penalty: 6045.450195
	Iteration 12Q: 3 clusters Score -2.388994e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118644 members 
Mstep: Class 2 contains 77854 members 
Entering Unmasked Estep 
Score: -23892774.000000 Penalty: 6045.450195
	Iteration 13Q: 3 clusters Score -2.389277e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119768 members 
Mstep: Class 2 contains 76730 members 
Entering Unmasked Estep 
Score: -23894932.000000 Penalty: 6045.450195
	Iteration 14Q: 3 clusters Score -2.389493e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120951 members 
Mstep: Class 2 contains 75547 members 
Entering Unmasked Estep 
Score: -23896784.000000 Penalty: 6045.450195
	Iteration 15Q: 3 clusters Score -2.389678e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122040 members 
Mstep: Class 2 contains 74458 members 
Entering Unmasked Estep 
Score: -23898632.000000 Penalty: 6045.450195
	Iteration 16Q: 3 clusters Score -2.389863e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123080 members 
Mstep: Class 2 contains 73418 members 
Entering Unmasked Estep 
Score: -23899992.000000 Penalty: 6045.450195
	Iteration 17Q: 3 clusters Score -2.389999e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123929 members 
Mstep: Class 2 contains 72569 members 
Entering Unmasked Estep 
Score: -23900922.000000 Penalty: 6045.450195
	Iteration 18Q: 3 clusters Score -2.390092e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124716 members 
Mstep: Class 2 contains 71782 members 
Entering Unmasked Estep 
Score: -23901644.000000 Penalty: 6045.450195
	Iteration 19Q: 3 clusters Score -2.390164e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125427 members 
Mstep: Class 2 contains 71071 members 
Entering Unmasked Estep 
Score: -23902126.000000 Penalty: 6045.450195
	Iteration 20F: 3 clusters Score -2.390213e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126047 members 
Mstep: Class 2 contains 70451 members 
Entering Unmasked Estep 
Score: -23902412.000000 Penalty: 6045.450195
	Iteration 21Q: 3 clusters Score -2.390241e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126605 members 
Mstep: Class 2 contains 69893 members 
Entering Unmasked Estep 
Score: -23902718.000000 Penalty: 6045.450195
	Iteration 22Q: 3 clusters Score -2.390272e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127113 members 
Mstep: Class 2 contains 69385 members 
Entering Unmasked Estep 
Score: -23902924.000000 Penalty: 6045.450195
	Iteration 23Q: 3 clusters Score -2.390292e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127593 members 
Mstep: Class 2 contains 68905 members 
Entering Unmasked Estep 
Score: -23902996.000000 Penalty: 6045.450195
	Iteration 24Q: 3 clusters Score -2.3903e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128090 members 
Mstep: Class 2 contains 68408 members 
Entering Unmasked Estep 
Score: -23903048.000000 Penalty: 6045.450195
	Iteration 25Q: 3 clusters Score -2.390305e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128568 members 
Mstep: Class 2 contains 67930 members 
Entering Unmasked Estep 
Score: -23903098.000000 Penalty: 6045.450195
	Iteration 26Q: 3 clusters Score -2.39031e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129031 members 
Mstep: Class 2 contains 67467 members 
Entering Unmasked Estep 
Score: -23903218.000000 Penalty: 6045.450195
	Iteration 27Q: 3 clusters Score -2.390322e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129484 members 
Mstep: Class 2 contains 67014 members 
Entering Unmasked Estep 
Score: -23903328.000000 Penalty: 6045.450195
	Iteration 28Q: 3 clusters Score -2.390333e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129918 members 
Mstep: Class 2 contains 66580 members 
Entering Unmasked Estep 
Score: -23903348.000000 Penalty: 6045.450195
	Iteration 29Q: 3 clusters Score -2.390335e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130344 members 
Mstep: Class 2 contains 66154 members 
Entering Unmasked Estep 
Score: -23903394.000000 Penalty: 6045.450195
	Iteration 30Q: 3 clusters Score -2.390339e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130752 members 
Mstep: Class 2 contains 65746 members 
Entering Unmasked Estep 
Score: -23903460.000000 Penalty: 6045.450195
	Iteration 31Q: 3 clusters Score -2.390346e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131149 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -23903520.000000 Penalty: 6045.450195
	Iteration 32Q: 3 clusters Score -2.390352e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131550 members 
Mstep: Class 2 contains 64948 members 
Entering Unmasked Estep 
Score: -23903552.000000 Penalty: 6045.450195
	Iteration 33Q: 3 clusters Score -2.390355e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131944 members 
Mstep: Class 2 contains 64554 members 
Entering Unmasked Estep 
Score: -23903564.000000 Penalty: 6045.450195
	Iteration 34Q: 3 clusters Score -2.390356e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132353 members 
Mstep: Class 2 contains 64145 members 
Entering Unmasked Estep 
Score: -23903620.000000 Penalty: 6045.450195
	Iteration 35Q: 3 clusters Score -2.390362e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132731 members 
Mstep: Class 2 contains 63767 members 
Entering Unmasked Estep 
Score: -23903656.000000 Penalty: 6045.450195
	Iteration 36Q: 3 clusters Score -2.390366e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133093 members 
Mstep: Class 2 contains 63405 members 
Entering Unmasked Estep 
Score: -23903682.000000 Penalty: 6045.450195
	Iteration 37Q: 3 clusters Score -2.390368e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133433 members 
Mstep: Class 2 contains 63065 members 
Entering Unmasked Estep 
Score: -23903704.000000 Penalty: 6045.450195
	Iteration 38Q: 3 clusters Score -2.39037e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133783 members 
Mstep: Class 2 contains 62715 members 
Entering Unmasked Estep 
Score: -23903756.000000 Penalty: 6045.450195
	Iteration 39Q: 3 clusters Score -2.390376e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134157 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -23903730.000000 Penalty: 6045.450195
	Iteration 40F: 3 clusters Score -2.390373e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134550 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -23903740.000000 Penalty: 6045.450195
	Iteration 41Q: 3 clusters Score -2.390374e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134941 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -23903784.000000 Penalty: 6045.450195
	Iteration 42Q: 3 clusters Score -2.390378e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135341 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -23903748.000000 Penalty: 6045.450195
	Iteration 43Q: 3 clusters Score -2.390375e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135758 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -23903734.000000 Penalty: 6045.450195
	Iteration 44Q: 3 clusters Score -2.390373e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136182 members 
Mstep: Class 2 contains 60316 members 
Entering Unmasked Estep 
Score: -23903858.000000 Penalty: 6045.450195
	Iteration 45Q: 3 clusters Score -2.390386e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136640 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -23903888.000000 Penalty: 6045.450195
	Iteration 46Q: 3 clusters Score -2.390389e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137089 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -23903992.000000 Penalty: 6045.450195
	Iteration 47Q: 3 clusters Score -2.390399e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137538 members 
Mstep: Class 2 contains 58960 members 
Entering Unmasked Estep 
Score: -23904020.000000 Penalty: 6045.450195
	Iteration 48Q: 3 clusters Score -2.390402e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138014 members 
Mstep: Class 2 contains 58484 members 
Entering Unmasked Estep 
Score: -23904000.000000 Penalty: 6045.450195
	Iteration 49Q: 3 clusters Score -2.3904e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138493 members 
Mstep: Class 2 contains 58005 members 
Entering Unmasked Estep 
Score: -23903944.000000 Penalty: 6045.450195
	Iteration 50Q: 3 clusters Score -2.390394e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138990 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
Score: -23904044.000000 Penalty: 6045.450195
	Iteration 51Q: 3 clusters Score -2.390404e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139479 members 
Mstep: Class 2 contains 57019 members 
Entering Unmasked Estep 
Score: -23904040.000000 Penalty: 6045.450195
	Iteration 52Q: 3 clusters Score -2.390404e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139952 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -23904046.000000 Penalty: 6045.450195
	Iteration 53Q: 3 clusters Score -2.390405e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140424 members 
Mstep: Class 2 contains 56074 members 
Entering Unmasked Estep 
Score: -23904194.000000 Penalty: 6045.450195
	Iteration 54Q: 3 clusters Score -2.390419e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140880 members 
Mstep: Class 2 contains 55618 members 
Entering Unmasked Estep 
Score: -23904214.000000 Penalty: 6045.450195
	Iteration 55Q: 3 clusters Score -2.390421e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141366 members 
Mstep: Class 2 contains 55132 members 
Entering Unmasked Estep 
Score: -23904208.000000 Penalty: 6045.450195
	Iteration 56Q: 3 clusters Score -2.390421e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141819 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -23904304.000000 Penalty: 6045.450195
	Iteration 57Q: 3 clusters Score -2.39043e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142285 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -23904316.000000 Penalty: 6045.450195
	Iteration 58Q: 3 clusters Score -2.390432e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142797 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -23904336.000000 Penalty: 6045.450195
	Iteration 59Q: 3 clusters Score -2.390434e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143281 members 
Mstep: Class 2 contains 53217 members 
Entering Unmasked Estep 
Score: -23904354.000000 Penalty: 6045.450195
	Iteration 60F: 3 clusters Score -2.390435e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143736 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -23904352.000000 Penalty: 6045.450195
	Iteration 61Q: 3 clusters Score -2.390435e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144181 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -23904386.000000 Penalty: 6045.450195
	Iteration 62Q: 3 clusters Score -2.390439e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144614 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -23904402.000000 Penalty: 6045.450195
	Iteration 63Q: 3 clusters Score -2.39044e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145104 members 
Mstep: Class 2 contains 51394 members 
Entering Unmasked Estep 
Score: -23904362.000000 Penalty: 6045.450195
	Iteration 64Q: 3 clusters Score -2.390436e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145626 members 
Mstep: Class 2 contains 50872 members 
Entering Unmasked Estep 
Score: -23904404.000000 Penalty: 6045.450195
	Iteration 65Q: 3 clusters Score -2.39044e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146194 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -23904432.000000 Penalty: 6045.450195
	Iteration 66Q: 3 clusters Score -2.390443e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146767 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -23904478.000000 Penalty: 6045.450195
	Iteration 67Q: 3 clusters Score -2.390448e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147363 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -23904648.000000 Penalty: 6045.450195
	Iteration 68Q: 3 clusters Score -2.390465e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147960 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -23904660.000000 Penalty: 6045.450195
	Iteration 69Q: 3 clusters Score -2.390466e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148530 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -23904688.000000 Penalty: 6045.450195
	Iteration 70Q: 3 clusters Score -2.390469e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149126 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -23904744.000000 Penalty: 6045.450195
	Iteration 71Q: 3 clusters Score -2.390474e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149777 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -23904744.000000 Penalty: 6045.450195
	Iteration 72Q: 3 clusters Score -2.390474e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150465 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -23904854.000000 Penalty: 6045.450195
	Iteration 73Q: 3 clusters Score -2.390485e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151166 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -23904846.000000 Penalty: 6045.450195
	Iteration 74Q: 3 clusters Score -2.390485e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151884 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -23904908.000000 Penalty: 6045.450195
	Iteration 75Q: 3 clusters Score -2.390491e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152584 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -23904948.000000 Penalty: 6045.450195
	Iteration 76Q: 3 clusters Score -2.390495e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153284 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -23905068.000000 Penalty: 6045.450195
	Iteration 77Q: 3 clusters Score -2.390507e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154011 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -23905172.000000 Penalty: 6045.450195
	Iteration 78Q: 3 clusters Score -2.390517e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154765 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -23905294.000000 Penalty: 6045.450195
	Iteration 79Q: 3 clusters Score -2.390529e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155495 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -23905340.000000 Penalty: 6045.450195
	Iteration 80F: 3 clusters Score -2.390534e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156231 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -23905388.000000 Penalty: 6045.450195
	Iteration 81Q: 3 clusters Score -2.390539e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156967 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -23905452.000000 Penalty: 6045.450195
	Iteration 82Q: 3 clusters Score -2.390545e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157723 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -23905486.000000 Penalty: 6045.450195
	Iteration 83Q: 3 clusters Score -2.390549e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158496 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -23905634.000000 Penalty: 6045.450195
	Iteration 84Q: 3 clusters Score -2.390563e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159290 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -23905746.000000 Penalty: 6045.450195
	Iteration 85Q: 3 clusters Score -2.390575e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160086 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -23905858.000000 Penalty: 6045.450195
	Iteration 86Q: 3 clusters Score -2.390586e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160864 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -23906014.000000 Penalty: 6045.450195
	Iteration 87Q: 3 clusters Score -2.390601e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161638 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -23906130.000000 Penalty: 6045.450195
	Iteration 88Q: 3 clusters Score -2.390613e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162433 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -23906248.000000 Penalty: 6045.450195
	Iteration 89Q: 3 clusters Score -2.390625e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163246 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -23906378.000000 Penalty: 6045.450195
	Iteration 90Q: 3 clusters Score -2.390638e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164045 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -23906576.000000 Penalty: 6045.450195
	Iteration 91Q: 3 clusters Score -2.390658e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164895 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -23906632.000000 Penalty: 6045.450195
	Iteration 92Q: 3 clusters Score -2.390663e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165752 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -23906630.000000 Penalty: 6045.450195
	Iteration 93Q: 3 clusters Score -2.390663e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166595 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -23906708.000000 Penalty: 6045.450195
	Iteration 94Q: 3 clusters Score -2.390671e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167442 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -23906880.000000 Penalty: 6045.450195
	Iteration 95Q: 3 clusters Score -2.390688e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168330 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -23907140.000000 Penalty: 6045.450195
	Iteration 96Q: 3 clusters Score -2.390714e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169246 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -23907308.000000 Penalty: 6045.450195
	Iteration 97Q: 3 clusters Score -2.390731e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170098 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -23907368.000000 Penalty: 6045.450195
	Iteration 98Q: 3 clusters Score -2.390737e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170966 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -23907456.000000 Penalty: 6045.450195
	Iteration 99Q: 3 clusters Score -2.390746e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171808 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -23907582.000000 Penalty: 6045.450195
	Iteration 100F: 3 clusters Score -2.390758e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172591 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -23907740.000000 Penalty: 6045.450195
	Iteration 101Q: 3 clusters Score -2.390774e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173368 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -23907802.000000 Penalty: 6045.450195
	Iteration 102Q: 3 clusters Score -2.39078e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174141 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -23907948.000000 Penalty: 6045.450195
	Iteration 103Q: 3 clusters Score -2.390795e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174919 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -23908078.000000 Penalty: 6045.450195
	Iteration 104Q: 3 clusters Score -2.390808e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175675 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -23908168.000000 Penalty: 6045.450195
	Iteration 105Q: 3 clusters Score -2.390817e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176422 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -23908290.000000 Penalty: 6045.450195
	Iteration 106Q: 3 clusters Score -2.390829e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177133 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -23908402.000000 Penalty: 6045.450195
	Iteration 107Q: 3 clusters Score -2.39084e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177839 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -23908424.000000 Penalty: 6045.450195
	Iteration 108Q: 3 clusters Score -2.390842e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178504 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -23908460.000000 Penalty: 6045.450195
	Iteration 109Q: 3 clusters Score -2.390846e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179183 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -23908700.000000 Penalty: 6045.450195
	Iteration 110Q: 3 clusters Score -2.39087e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179885 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -23908868.000000 Penalty: 6045.450195
	Iteration 111Q: 3 clusters Score -2.390887e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180626 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -23909040.000000 Penalty: 6045.450195
	Iteration 112Q: 3 clusters Score -2.390904e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181378 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -23909246.000000 Penalty: 6045.450195
	Iteration 113Q: 3 clusters Score -2.390925e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182107 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -23909296.000000 Penalty: 6045.450195
	Iteration 114Q: 3 clusters Score -2.39093e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182802 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -23909458.000000 Penalty: 6045.450195
	Iteration 115Q: 3 clusters Score -2.390946e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183495 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -23909594.000000 Penalty: 6045.450195
	Iteration 116Q: 3 clusters Score -2.390959e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184167 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -23909768.000000 Penalty: 6045.450195
	Iteration 117Q: 3 clusters Score -2.390977e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184765 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -23909892.000000 Penalty: 6045.450195
	Iteration 118Q: 3 clusters Score -2.390989e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185374 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -23910052.000000 Penalty: 6045.450195
	Iteration 119Q: 3 clusters Score -2.391005e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185934 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -23910202.000000 Penalty: 6045.450195
	Iteration 120F: 3 clusters Score -2.39102e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186474 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -23910326.000000 Penalty: 6045.450195
	Iteration 121Q: 3 clusters Score -2.391033e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186986 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -23910466.000000 Penalty: 6045.450195
	Iteration 122Q: 3 clusters Score -2.391047e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187477 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -23910510.000000 Penalty: 6045.450195
	Iteration 123Q: 3 clusters Score -2.391051e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187964 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -23910632.000000 Penalty: 6045.450195
	Iteration 124Q: 3 clusters Score -2.391063e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188397 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -23910754.000000 Penalty: 6045.450195
	Iteration 125Q: 3 clusters Score -2.391075e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188793 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -23910814.000000 Penalty: 6045.450195
	Iteration 126Q: 3 clusters Score -2.391081e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189175 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -23910850.000000 Penalty: 6045.450195
	Iteration 127Q: 3 clusters Score -2.391085e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189519 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -23910904.000000 Penalty: 6045.450195
	Iteration 128Q: 3 clusters Score -2.39109e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189810 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -23910998.000000 Penalty: 6045.450195
	Iteration 129Q: 3 clusters Score -2.3911e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190088 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -23911026.000000 Penalty: 6045.450195
	Iteration 130Q: 3 clusters Score -2.391103e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190342 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -23911116.000000 Penalty: 6045.450195
	Iteration 131Q: 3 clusters Score -2.391112e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190613 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -23911158.000000 Penalty: 6045.450195
	Iteration 132Q: 3 clusters Score -2.391116e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190851 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -23911272.000000 Penalty: 6045.450195
	Iteration 133Q: 3 clusters Score -2.391127e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191099 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -23911338.000000 Penalty: 6045.450195
	Iteration 134Q: 3 clusters Score -2.391134e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191304 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -23911384.000000 Penalty: 6045.450195
	Iteration 135Q: 3 clusters Score -2.391138e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191521 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -23911462.000000 Penalty: 6045.450195
	Iteration 136Q: 3 clusters Score -2.391146e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191726 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -23911526.000000 Penalty: 6045.450195
	Iteration 137Q: 3 clusters Score -2.391153e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191910 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -23911554.000000 Penalty: 6045.450195
	Iteration 138Q: 3 clusters Score -2.391155e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192067 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -23911554.000000 Penalty: 6045.450195
	Iteration 139Q: 3 clusters Score -2.391155e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192215 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -23911586.000000 Penalty: 6045.450195
	Iteration 140F: 3 clusters Score -2.391159e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192348 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -23911688.000000 Penalty: 6045.450195
	Iteration 141Q: 3 clusters Score -2.391169e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192466 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -23911734.000000 Penalty: 6045.450195
	Iteration 142Q: 3 clusters Score -2.391173e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192569 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -23911764.000000 Penalty: 6045.450195
	Iteration 143Q: 3 clusters Score -2.391176e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192654 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -23911790.000000 Penalty: 6045.450195
	Iteration 144Q: 3 clusters Score -2.391179e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192719 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -23911812.000000 Penalty: 6045.450195
	Iteration 145Q: 3 clusters Score -2.391181e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192789 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -23911806.000000 Penalty: 6045.450195
	Iteration 146Q: 3 clusters Score -2.391181e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192847 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -23911806.000000 Penalty: 6045.450195
	Iteration 147Q: 3 clusters Score -2.391181e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192901 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -23911806.000000 Penalty: 6045.450195
	Iteration 148Q: 3 clusters Score -2.391181e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192948 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -23911846.000000 Penalty: 6045.450195
	Iteration 149Q: 3 clusters Score -2.391185e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193007 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -23911874.000000 Penalty: 6045.450195
	Iteration 150Q: 3 clusters Score -2.391187e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193051 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -23911870.000000 Penalty: 6045.450195
	Iteration 151Q: 3 clusters Score -2.391187e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193097 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -23911874.000000 Penalty: 6045.450195
	Iteration 152Q: 3 clusters Score -2.391187e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193144 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -23911884.000000 Penalty: 6045.450195
	Iteration 153Q: 3 clusters Score -2.391188e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193198 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -23911872.000000 Penalty: 6045.450195
	Iteration 154Q: 3 clusters Score -2.391187e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193244 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -23911908.000000 Penalty: 6045.450195
	Iteration 155Q: 3 clusters Score -2.391191e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193279 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -23911906.000000 Penalty: 6045.450195
	Iteration 156Q: 3 clusters Score -2.391191e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193316 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -23911922.000000 Penalty: 6045.450195
	Iteration 157Q: 3 clusters Score -2.391192e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193349 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -23911934.000000 Penalty: 6045.450195
	Iteration 158Q: 3 clusters Score -2.391193e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193376 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -23911926.000000 Penalty: 6045.450195
	Iteration 159Q: 3 clusters Score -2.391193e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193402 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -23911942.000000 Penalty: 6045.450195
	Iteration 160F: 3 clusters Score -2.391194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193414 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -23911934.000000 Penalty: 6045.450195
	Iteration 161Q: 3 clusters Score -2.391193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193422 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -23911968.000000 Penalty: 6045.450195
	Iteration 162Q: 3 clusters Score -2.391197e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193425 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -23911962.000000 Penalty: 6045.450195
	Iteration 163Q: 3 clusters Score -2.391196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193430 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -23911958.000000 Penalty: 6045.450195
	Iteration 164Q: 3 clusters Score -2.391196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193432 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -23911966.000000 Penalty: 6045.450195
	Iteration 165Q: 3 clusters Score -2.391197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193431 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -23911958.000000 Penalty: 6045.450195
	Iteration 166Q: 3 clusters Score -2.391196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193432 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -23911964.000000 Penalty: 6045.450195
	Iteration 167Q: 3 clusters Score -2.391196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193432 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -23911972.000000 Penalty: 6045.450195
	Iteration 168Q: 3 clusters Score -2.391197e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193434 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -23911976.000000 Penalty: 6045.450195
	Iteration 169Q: 3 clusters Score -2.391198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193436 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -23911978.000000 Penalty: 6045.450195
	Iteration 170Q: 3 clusters Score -2.391198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193436 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -23911978.000000 Penalty: 6045.450195
	Iteration 171F: 3 clusters Score -2.391198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -77536.734375 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -77536.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75818.015625 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -75818.02 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -76187.351562 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -76187.35 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76624.156250 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -76624.16 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76997.921875 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -76997.92 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -77230.835938 Penalty: 3284.217285
	Iteration 4F: 3 clusters Score -77230.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -77394.179688 Penalty: 3284.217285
	Iteration 5F: 3 clusters Score -77394.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -77491.007812 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -77491.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -77531.367188 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -77531.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -77570.796875 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -77570.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -77588.109375 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -77588.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -77607.851562 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -77607.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -77627.015625 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -77627.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -77633.765625 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -77633.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -77640.648438 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -77640.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -77640.648438 Penalty: 3284.217285
	Iteration 14F: 3 clusters Score -77640.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55455 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31787 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58284 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72147 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272029 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196498 members 
Mstep: Class 33 contains 556 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 446 members 
Mstep: Class 38 contains 195 members 
Entering Unmasked Estep 
Score: -148044656.000000 Penalty: 132266.796875
Splitting cluster 33 changes total score from -148046144.000000 to -148044656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -63852.835938 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -63852.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -62193.847656 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -62193.85 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -62386.921875 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -62386.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -62465.925781 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -62465.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -62502.003906 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -62502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -62524.929688 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -62524.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62546.503906 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -62546.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -62576.042969 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -62576.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -62604.027344 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -62604.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62639.039062 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -62639.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -62657.726562 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -62657.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -62674.894531 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -62674.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -62697.183594 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -62697.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -62719.609375 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -62719.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62723.578125 Penalty: 3173.703125
	Iteration 13Q: 3 clusters Score -62723.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62723.578125 Penalty: 3173.703125
	Iteration 14F: 3 clusters Score -62723.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Entering Unmasked Estep 
Score: -11029.291016 Penalty: 1239.308716
	Iteration 0F: 2 clusters Score -11029.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -10057.284180 Penalty: 2478.617432
	Iteration 0F: 3 clusters Score -10057.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -10179.438477 Penalty: 2478.617432
	Iteration 1F: 3 clusters Score -10179.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10290.087891 Penalty: 2478.617432
	Iteration 2Q: 3 clusters Score -10290.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10297.261719 Penalty: 2478.617432
	Iteration 3Q: 3 clusters Score -10297.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10297.261719 Penalty: 2478.617432
	Iteration 4F: 3 clusters Score -10297.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -30482.628906 Penalty: 1405.273804
	Iteration 0F: 2 clusters Score -30482.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29253.740234 Penalty: 2810.547607
	Iteration 0F: 3 clusters Score -29253.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29397.427734 Penalty: 2810.547607
	Iteration 1F: 3 clusters Score -29397.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29465.681641 Penalty: 2810.547607
	Iteration 2F: 3 clusters Score -29465.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29487.287109 Penalty: 2810.547607
	Iteration 3Q: 3 clusters Score -29487.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29516.587891 Penalty: 2810.547607
	Iteration 4Q: 3 clusters Score -29516.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -29523.089844 Penalty: 2810.547607
	Iteration 5Q: 3 clusters Score -29523.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29526.708984 Penalty: 2810.547607
	Iteration 6Q: 3 clusters Score -29526.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29526.708984 Penalty: 2810.547607
	Iteration 7F: 3 clusters Score -29526.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 723 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55455 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39734 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31787 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58284 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72147 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272029 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8408 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196498 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 148 members 
Mstep: Class 36 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148051824.000000 Penalty: 128786.093750
Iteration 199F: 38 clusters Score -1.480518e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 635 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55436 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227903 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31787 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58284 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72147 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272029 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6468 members 
Mstep: Class 31 contains 193 members 
Mstep: Class 32 contains 196498 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148056432.000000 Penalty: 128786.093750
Iteration 200F: 38 clusters Score -1.480564e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 592 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55442 members 
Mstep: Class 6 contains 67046 members 
Mstep: Class 7 contains 39728 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 227897 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58282 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72146 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4687 members 
Mstep: Class 24 contains 272031 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 196494 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 161 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148058832.000000 Penalty: 128786.093750
Iteration 201Q: 38 clusters Score -1.480588e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 586 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55445 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227898 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58280 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72145 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272030 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 196494 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148058864.000000 Penalty: 128786.093750
Iteration 202Q: 38 clusters Score -1.480589e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 586 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55447 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227899 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58280 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72143 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272030 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 196492 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148058848.000000 Penalty: 128786.093750
Iteration 203Q: 38 clusters Score -1.480588e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 586 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55447 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227899 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56727 members 
Mstep: Class 16 contains 58280 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72142 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272029 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 196493 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148058880.000000 Penalty: 128786.093750
Iteration 204Q: 38 clusters Score -1.480589e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 586 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227902 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56728 members 
Mstep: Class 16 contains 58280 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72139 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272027 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 196492 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148058864.000000 Penalty: 128786.093750
Iteration 205Q: 38 clusters Score -1.480589e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 586 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227904 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58280 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72139 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272024 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 196492 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148058832.000000 Penalty: 128786.093750
Iteration 206Q: 38 clusters Score -1.480588e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 586 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58280 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72138 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272024 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 196492 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148058880.000000 Penalty: 128786.093750
Iteration 207Q: 38 clusters Score -1.480589e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 586 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227904 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72139 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272025 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 196492 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148058864.000000 Penalty: 128786.093750
Iteration 208Q: 38 clusters Score -1.480589e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 586 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72138 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272025 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 196492 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148058864.000000 Penalty: 128786.093750
Iteration 209Q: 38 clusters Score -1.480589e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 586 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72137 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272026 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 196492 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148058896.000000 Penalty: 128786.093750
Iteration 210Q: 38 clusters Score -1.480589e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 586 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72137 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272025 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 196493 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148058880.000000 Penalty: 128786.093750
Iteration 211Q: 38 clusters Score -1.480589e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 586 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227904 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72137 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272027 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 196492 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148058896.000000 Penalty: 128786.093750
Iteration 212Q: 38 clusters Score -1.480589e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 586 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227904 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72137 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272027 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 196492 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148058880.000000 Penalty: 128786.093750
Iteration 213Q: 38 clusters Score -1.480589e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 586 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227903 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72137 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 196492 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148058896.000000 Penalty: 128786.093750
Iteration 214Q: 38 clusters Score -1.480589e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 586 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227903 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72137 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 196492 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148058944.000000 Penalty: 128786.093750
Iteration 215Q: 38 clusters Score -1.480589e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 586 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72136 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 196491 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148058960.000000 Penalty: 128786.093750
Iteration 216Q: 38 clusters Score -1.48059e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 586 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72136 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 196491 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148062160.000000 Penalty: 128786.093750
Iteration 217F: 38 clusters Score -1.480622e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 521 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72136 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 194 members 
Mstep: Class 32 contains 196491 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 168 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148064848.000000 Penalty: 128786.093750
Iteration 218Q: 38 clusters Score -1.480648e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 515 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72136 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 196 members 
Mstep: Class 32 contains 196491 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 167 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148064896.000000 Penalty: 128786.093750
Iteration 219Q: 38 clusters Score -1.480649e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 515 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72136 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 196 members 
Mstep: Class 32 contains 196491 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 167 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148067904.000000 Penalty: 128786.093750
Iteration 220F: 38 clusters Score -1.480679e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 458 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72136 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 196 members 
Mstep: Class 32 contains 196491 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 170 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148070048.000000 Penalty: 128786.093750
Iteration 221Q: 38 clusters Score -1.4807e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72136 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 196 members 
Mstep: Class 32 contains 196491 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 170 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148070064.000000 Penalty: 128786.093750
Iteration 222Q: 38 clusters Score -1.480701e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 454 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72136 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 196 members 
Mstep: Class 32 contains 196491 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 170 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148072144.000000 Penalty: 128786.093750
Iteration 223F: 38 clusters Score -1.480721e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 425 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72136 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 381 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 196 members 
Mstep: Class 32 contains 196491 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 171 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148072448.000000 Penalty: 128786.093750
Iteration 224Q: 38 clusters Score -1.480724e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 425 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72136 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 196 members 
Mstep: Class 32 contains 196491 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 170 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148072480.000000 Penalty: 128786.093750
Iteration 225Q: 38 clusters Score -1.480725e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 425 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72136 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 196 members 
Mstep: Class 32 contains 196491 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 170 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148072512.000000 Penalty: 128786.093750
Iteration 226F: 38 clusters Score -1.480725e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72136 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 196 members 
Mstep: Class 32 contains 196491 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 170 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148072592.000000 Penalty: 128786.093750
Iteration 227Q: 38 clusters Score -1.480726e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72136 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 196 members 
Mstep: Class 32 contains 196491 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 170 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -148072592.000000 Penalty: 128786.093750
Iteration 228F: 38 clusters Score -1.480726e+08 nChanged 0
Entering ConstructFrom: 
Score: -148072592.000000 Penalty: 128786.093750
Entering ConstructFrom: 
Trying to split cluster 1 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -41807.507812 Penalty: 1518.921509
	Iteration 0F: 2 clusters Score -41807.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40389.707031 Penalty: 3037.843018
	Iteration 0F: 3 clusters Score -40389.71 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -40633.929688 Penalty: 3037.843018
	Iteration 1F: 3 clusters Score -40633.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -40737.027344 Penalty: 3037.843018
	Iteration 2F: 3 clusters Score -40737.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40825.824219 Penalty: 3037.843018
	Iteration 3Q: 3 clusters Score -40825.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -40895.648438 Penalty: 3037.843018
	Iteration 4F: 3 clusters Score -40895.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -40987.738281 Penalty: 3037.843018
	Iteration 5Q: 3 clusters Score -40987.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -41061.265625 Penalty: 3037.843018
	Iteration 6Q: 3 clusters Score -41061.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -41121.390625 Penalty: 3037.843018
	Iteration 7Q: 3 clusters Score -41121.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -41164.066406 Penalty: 3037.843018
	Iteration 8Q: 3 clusters Score -41164.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -41245.085938 Penalty: 3037.843018
	Iteration 9Q: 3 clusters Score -41245.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -41376.804688 Penalty: 3037.843018
	Iteration 10Q: 3 clusters Score -41376.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -41453.789062 Penalty: 3037.843018
	Iteration 11Q: 3 clusters Score -41453.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -41532.683594 Penalty: 3037.843018
	Iteration 12Q: 3 clusters Score -41532.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -41584.582031 Penalty: 3037.843018
	Iteration 13Q: 3 clusters Score -41584.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -41619.148438 Penalty: 3037.843018
	Iteration 14Q: 3 clusters Score -41619.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -41641.804688 Penalty: 3037.843018
	Iteration 15Q: 3 clusters Score -41641.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -41652.085938 Penalty: 3037.843018
	Iteration 16Q: 3 clusters Score -41652.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -41655.738281 Penalty: 3037.843018
	Iteration 17Q: 3 clusters Score -41655.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -41660.625000 Penalty: 3037.843018
	Iteration 18F: 3 clusters Score -41660.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -41689.804688 Penalty: 3037.843018
	Iteration 19Q: 3 clusters Score -41689.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -41702.289062 Penalty: 3037.843018
	Iteration 20F: 3 clusters Score -41702.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -41715.988281 Penalty: 3037.843018
	Iteration 21Q: 3 clusters Score -41715.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -41727.605469 Penalty: 3037.843018
	Iteration 22Q: 3 clusters Score -41727.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -41741.878906 Penalty: 3037.843018
	Iteration 23Q: 3 clusters Score -41741.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -41754.125000 Penalty: 3037.843018
	Iteration 24Q: 3 clusters Score -41754.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -41807.574219 Penalty: 3037.843018
	Iteration 25Q: 3 clusters Score -41807.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -41868.218750 Penalty: 3037.843018
	Iteration 26Q: 3 clusters Score -41868.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -41882.292969 Penalty: 3037.843018
	Iteration 27Q: 3 clusters Score -41882.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -41888.046875 Penalty: 3037.843018
	Iteration 28Q: 3 clusters Score -41888.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -41896.273438 Penalty: 3037.843018
	Iteration 29Q: 3 clusters Score -41896.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -41896.273438 Penalty: 3037.843018
	Iteration 30F: 3 clusters Score -41896.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72136 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 196 members 
Mstep: Class 32 contains 196491 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 170 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Mstep: Class 38 contains 284 members 
Entering Unmasked Estep 
Score: -148070656.000000 Penalty: 132266.796875
Splitting cluster 1 changes total score from -148072592.000000 to -148070656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -519968.437500 Penalty: 2082.917236
	Iteration 0F: 2 clusters Score -519968.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -515870.906250 Penalty: 4165.834473
	Iteration 0F: 3 clusters Score -515870.9 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -517002.406250 Penalty: 4165.834473
	Iteration 1F: 3 clusters Score -517002.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -517276.875000 Penalty: 4165.834473
	Iteration 2F: 3 clusters Score -517276.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -517493.500000 Penalty: 4165.834473
	Iteration 3F: 3 clusters Score -517493.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -517686.062500 Penalty: 4165.834473
	Iteration 4F: 3 clusters Score -517686.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -517856.281250 Penalty: 4165.834473
	Iteration 5F: 3 clusters Score -517856.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -517983.718750 Penalty: 4165.834473
	Iteration 6Q: 3 clusters Score -517983.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -518082.812500 Penalty: 4165.834473
	Iteration 7Q: 3 clusters Score -518082.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -518165.656250 Penalty: 4165.834473
	Iteration 8Q: 3 clusters Score -518165.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -518231.937500 Penalty: 4165.834473
	Iteration 9Q: 3 clusters Score -518231.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -518298.843750 Penalty: 4165.834473
	Iteration 10Q: 3 clusters Score -518298.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -518366.656250 Penalty: 4165.834473
	Iteration 11Q: 3 clusters Score -518366.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -518421.343750 Penalty: 4165.834473
	Iteration 12Q: 3 clusters Score -518421.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -518458.875000 Penalty: 4165.834473
	Iteration 13Q: 3 clusters Score -518458.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -518488.000000 Penalty: 4165.834473
	Iteration 14Q: 3 clusters Score -518488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -518507.562500 Penalty: 4165.834473
	Iteration 15Q: 3 clusters Score -518507.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -518516.812500 Penalty: 4165.834473
	Iteration 16Q: 3 clusters Score -518516.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -518521.906250 Penalty: 4165.834473
	Iteration 17Q: 3 clusters Score -518521.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -518530.781250 Penalty: 4165.834473
	Iteration 18Q: 3 clusters Score -518530.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -518540.531250 Penalty: 4165.834473
	Iteration 19Q: 3 clusters Score -518540.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -518549.031250 Penalty: 4165.834473
	Iteration 20F: 3 clusters Score -518549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -518551.437500 Penalty: 4165.834473
	Iteration 21Q: 3 clusters Score -518551.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -518553.718750 Penalty: 4165.834473
	Iteration 22Q: 3 clusters Score -518553.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -518553.718750 Penalty: 4165.834473
	Iteration 23F: 3 clusters Score -518553.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Entering Unmasked Estep 
Score: -231739.968750 Penalty: 1880.897705
	Iteration 0F: 2 clusters Score -231740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -229099.640625 Penalty: 3761.795410
	Iteration 0F: 3 clusters Score -229099.6 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -229611.703125 Penalty: 3761.795410
	Iteration 1F: 3 clusters Score -229611.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -229789.250000 Penalty: 3761.795410
	Iteration 2F: 3 clusters Score -229789.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -229887.750000 Penalty: 3761.795410
	Iteration 3F: 3 clusters Score -229887.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -229959.203125 Penalty: 3761.795410
	Iteration 4Q: 3 clusters Score -229959.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -230013.703125 Penalty: 3761.795410
	Iteration 5Q: 3 clusters Score -230013.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -230064.328125 Penalty: 3761.795410
	Iteration 6Q: 3 clusters Score -230064.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -230101.046875 Penalty: 3761.795410
	Iteration 7Q: 3 clusters Score -230101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -230130.812500 Penalty: 3761.795410
	Iteration 8Q: 3 clusters Score -230130.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -230159.109375 Penalty: 3761.795410
	Iteration 9Q: 3 clusters Score -230159.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -230170.375000 Penalty: 3761.795410
	Iteration 10Q: 3 clusters Score -230170.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -230178.828125 Penalty: 3761.795410
	Iteration 11Q: 3 clusters Score -230178.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -230187.406250 Penalty: 3761.795410
	Iteration 12Q: 3 clusters Score -230187.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -230192.796875 Penalty: 3761.795410
	Iteration 13Q: 3 clusters Score -230192.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -230197.328125 Penalty: 3761.795410
	Iteration 14Q: 3 clusters Score -230197.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -230199.546875 Penalty: 3761.795410
	Iteration 15Q: 3 clusters Score -230199.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -230204.093750 Penalty: 3761.795410
	Iteration 16Q: 3 clusters Score -230204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -230206.218750 Penalty: 3761.795410
	Iteration 17Q: 3 clusters Score -230206.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -230209.078125 Penalty: 3761.795410
	Iteration 18Q: 3 clusters Score -230209.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -230209.859375 Penalty: 3761.795410
	Iteration 19Q: 3 clusters Score -230209.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -230210.078125 Penalty: 3761.795410
	Iteration 20F: 3 clusters Score -230210.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -230210.890625 Penalty: 3761.795410
	Iteration 21Q: 3 clusters Score -230210.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -230211.765625 Penalty: 3761.795410
	Iteration 22Q: 3 clusters Score -230211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -230212.765625 Penalty: 3761.795410
	Iteration 23Q: 3 clusters Score -230212.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -230213.125000 Penalty: 3761.795410
	Iteration 24Q: 3 clusters Score -230213.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -230213.515625 Penalty: 3761.795410
	Iteration 25Q: 3 clusters Score -230213.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -230214.312500 Penalty: 3761.795410
	Iteration 26Q: 3 clusters Score -230214.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -230214.765625 Penalty: 3761.795410
	Iteration 27Q: 3 clusters Score -230214.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -230215.953125 Penalty: 3761.795410
	Iteration 28Q: 3 clusters Score -230216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -230220.484375 Penalty: 3761.795410
	Iteration 29Q: 3 clusters Score -230220.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -230225.812500 Penalty: 3761.795410
	Iteration 30Q: 3 clusters Score -230225.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -230229.921875 Penalty: 3761.795410
	Iteration 31Q: 3 clusters Score -230229.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -230232.515625 Penalty: 3761.795410
	Iteration 32Q: 3 clusters Score -230232.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -230235.406250 Penalty: 3761.795410
	Iteration 33Q: 3 clusters Score -230235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -230236.781250 Penalty: 3761.795410
	Iteration 34Q: 3 clusters Score -230236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -230241.234375 Penalty: 3761.795410
	Iteration 35Q: 3 clusters Score -230241.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -230246.234375 Penalty: 3761.795410
	Iteration 36Q: 3 clusters Score -230246.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -230249.515625 Penalty: 3761.795410
	Iteration 37Q: 3 clusters Score -230249.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -230251.562500 Penalty: 3761.795410
	Iteration 38Q: 3 clusters Score -230251.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -230254.750000 Penalty: 3761.795410
	Iteration 39Q: 3 clusters Score -230254.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -230258.156250 Penalty: 3761.795410
	Iteration 40F: 3 clusters Score -230258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -230260.203125 Penalty: 3761.795410
	Iteration 41Q: 3 clusters Score -230260.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -230261.828125 Penalty: 3761.795410
	Iteration 42Q: 3 clusters Score -230261.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -230261.828125 Penalty: 3761.795410
	Iteration 43F: 3 clusters Score -230261.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Entering Unmasked Estep 
Score: -211676.468750 Penalty: 1848.483276
	Iteration 0F: 2 clusters Score -211676.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -209269.968750 Penalty: 3696.966553
	Iteration 0F: 3 clusters Score -209270 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -209764.375000 Penalty: 3696.966553
	Iteration 1F: 3 clusters Score -209764.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -209932.125000 Penalty: 3696.966553
	Iteration 2F: 3 clusters Score -209932.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -210032.562500 Penalty: 3696.966553
	Iteration 3Q: 3 clusters Score -210032.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -210110.484375 Penalty: 3696.966553
	Iteration 4Q: 3 clusters Score -210110.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -210160.890625 Penalty: 3696.966553
	Iteration 5Q: 3 clusters Score -210160.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -210196.406250 Penalty: 3696.966553
	Iteration 6Q: 3 clusters Score -210196.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -210230.875000 Penalty: 3696.966553
	Iteration 7Q: 3 clusters Score -210230.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -210268.828125 Penalty: 3696.966553
	Iteration 8Q: 3 clusters Score -210268.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -210294.750000 Penalty: 3696.966553
	Iteration 9Q: 3 clusters Score -210294.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -210315.515625 Penalty: 3696.966553
	Iteration 10Q: 3 clusters Score -210315.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -210345.015625 Penalty: 3696.966553
	Iteration 11Q: 3 clusters Score -210345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -210367.875000 Penalty: 3696.966553
	Iteration 12Q: 3 clusters Score -210367.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -210385.484375 Penalty: 3696.966553
	Iteration 13Q: 3 clusters Score -210385.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -210395.046875 Penalty: 3696.966553
	Iteration 14Q: 3 clusters Score -210395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -210407.734375 Penalty: 3696.966553
	Iteration 15Q: 3 clusters Score -210407.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -210425.953125 Penalty: 3696.966553
	Iteration 16Q: 3 clusters Score -210426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -210441.265625 Penalty: 3696.966553
	Iteration 17Q: 3 clusters Score -210441.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -210455.578125 Penalty: 3696.966553
	Iteration 18Q: 3 clusters Score -210455.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -210473.546875 Penalty: 3696.966553
	Iteration 19Q: 3 clusters Score -210473.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -210483.203125 Penalty: 3696.966553
	Iteration 20F: 3 clusters Score -210483.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -210499.734375 Penalty: 3696.966553
	Iteration 21Q: 3 clusters Score -210499.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -210511.484375 Penalty: 3696.966553
	Iteration 22Q: 3 clusters Score -210511.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -210518.546875 Penalty: 3696.966553
	Iteration 23Q: 3 clusters Score -210518.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -210527.187500 Penalty: 3696.966553
	Iteration 24Q: 3 clusters Score -210527.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -210532.062500 Penalty: 3696.966553
	Iteration 25Q: 3 clusters Score -210532.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -210535.093750 Penalty: 3696.966553
	Iteration 26Q: 3 clusters Score -210535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -210538.203125 Penalty: 3696.966553
	Iteration 27Q: 3 clusters Score -210538.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -210542.656250 Penalty: 3696.966553
	Iteration 28Q: 3 clusters Score -210542.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -210542.656250 Penalty: 3696.966553
	Iteration 29F: 3 clusters Score -210542.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (55449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Entering Unmasked Estep 
Score: -6338800.000000 Penalty: 2708.958252
	Iteration 0F: 2 clusters Score -6338800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -6301628.000000 Penalty: 5417.916504
	Iteration 0F: 3 clusters Score -6301628 nChanged 25703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -6316603.500000 Penalty: 5417.916504
	Iteration 1F: 3 clusters Score -6316604 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -6317597.000000 Penalty: 5417.916504
	Iteration 2Q: 3 clusters Score -6317597 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -6318758.500000 Penalty: 5417.916504
	Iteration 3Q: 3 clusters Score -6318758 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -6320345.500000 Penalty: 5417.916504
	Iteration 4F: 3 clusters Score -6320346 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -6322119.000000 Penalty: 5417.916504
	Iteration 5F: 3 clusters Score -6322119 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -6324440.500000 Penalty: 5417.916504
	Iteration 6F: 3 clusters Score -6324440 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -6327164.500000 Penalty: 5417.916504
	Iteration 7F: 3 clusters Score -6327164 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -6329948.500000 Penalty: 5417.916504
	Iteration 8F: 3 clusters Score -6329948 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -6331982.500000 Penalty: 5417.916504
	Iteration 9Q: 3 clusters Score -6331982 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -6333135.000000 Penalty: 5417.916504
	Iteration 10Q: 3 clusters Score -6333135 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -6333860.000000 Penalty: 5417.916504
	Iteration 11Q: 3 clusters Score -6333860 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -6334398.000000 Penalty: 5417.916504
	Iteration 12Q: 3 clusters Score -6334398 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -6334959.500000 Penalty: 5417.916504
	Iteration 13Q: 3 clusters Score -6334960 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -6335520.000000 Penalty: 5417.916504
	Iteration 14Q: 3 clusters Score -6335520 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -6336053.000000 Penalty: 5417.916504
	Iteration 15Q: 3 clusters Score -6336053 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -6336617.000000 Penalty: 5417.916504
	Iteration 16Q: 3 clusters Score -6336617 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -6337184.500000 Penalty: 5417.916504
	Iteration 17Q: 3 clusters Score -6337184 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -6337600.500000 Penalty: 5417.916504
	Iteration 18Q: 3 clusters Score -6337600 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -6337911.000000 Penalty: 5417.916504
	Iteration 19Q: 3 clusters Score -6337911 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -6338095.500000 Penalty: 5417.916504
	Iteration 20F: 3 clusters Score -6338096 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -6338219.500000 Penalty: 5417.916504
	Iteration 21Q: 3 clusters Score -6338220 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -6338267.500000 Penalty: 5417.916504
	Iteration 22Q: 3 clusters Score -6338268 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -6338328.000000 Penalty: 5417.916504
	Iteration 23Q: 3 clusters Score -6338328 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -6338329.000000 Penalty: 5417.916504
	Iteration 24Q: 3 clusters Score -6338329 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -6338364.000000 Penalty: 5417.916504
	Iteration 25Q: 3 clusters Score -6338364 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -6338398.000000 Penalty: 5417.916504
	Iteration 26Q: 3 clusters Score -6338398 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -6338392.500000 Penalty: 5417.916504
	Iteration 27Q: 3 clusters Score -6338392 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -6338405.000000 Penalty: 5417.916504
	Iteration 28Q: 3 clusters Score -6338405 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -6338420.000000 Penalty: 5417.916504
	Iteration 29Q: 3 clusters Score -6338420 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -6338424.500000 Penalty: 5417.916504
	Iteration 30Q: 3 clusters Score -6338424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -6338425.500000 Penalty: 5417.916504
	Iteration 31Q: 3 clusters Score -6338426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -6338432.000000 Penalty: 5417.916504
	Iteration 32Q: 3 clusters Score -6338432 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -6338430.000000 Penalty: 5417.916504
	Iteration 33Q: 3 clusters Score -6338430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 47336 members 
Entering Unmasked Estep 
Score: -6338431.500000 Penalty: 5417.916504
	Iteration 34Q: 3 clusters Score -6338432 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -6338429.000000 Penalty: 5417.916504
	Iteration 35Q: 3 clusters Score -6338429 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -6338425.500000 Penalty: 5417.916504
	Iteration 36Q: 3 clusters Score -6338426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -6338428.500000 Penalty: 5417.916504
	Iteration 37Q: 3 clusters Score -6338428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -6338443.500000 Penalty: 5417.916504
	Iteration 38Q: 3 clusters Score -6338444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -6338448.000000 Penalty: 5417.916504
	Iteration 39Q: 3 clusters Score -6338448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -6338444.500000 Penalty: 5417.916504
	Iteration 40F: 3 clusters Score -6338444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 47627 members 
Entering Unmasked Estep 
Score: -6338441.500000 Penalty: 5417.916504
	Iteration 41Q: 3 clusters Score -6338442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -6338448.500000 Penalty: 5417.916504
	Iteration 42Q: 3 clusters Score -6338448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -6338452.000000 Penalty: 5417.916504
	Iteration 43Q: 3 clusters Score -6338452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -6338447.500000 Penalty: 5417.916504
	Iteration 44Q: 3 clusters Score -6338448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -6338441.500000 Penalty: 5417.916504
	Iteration 45Q: 3 clusters Score -6338442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
Score: -6338443.000000 Penalty: 5417.916504
	Iteration 46Q: 3 clusters Score -6338443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -6338440.500000 Penalty: 5417.916504
	Iteration 47Q: 3 clusters Score -6338440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -6338446.000000 Penalty: 5417.916504
	Iteration 48Q: 3 clusters Score -6338446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 47730 members 
Entering Unmasked Estep 
Score: -6338445.500000 Penalty: 5417.916504
	Iteration 49Q: 3 clusters Score -6338446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -6338459.000000 Penalty: 5417.916504
	Iteration 50Q: 3 clusters Score -6338459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -6338462.000000 Penalty: 5417.916504
	Iteration 51Q: 3 clusters Score -6338462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -6338470.000000 Penalty: 5417.916504
	Iteration 52Q: 3 clusters Score -6338470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -6338462.500000 Penalty: 5417.916504
	Iteration 53Q: 3 clusters Score -6338462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 47814 members 
Entering Unmasked Estep 
Score: -6338454.500000 Penalty: 5417.916504
	Iteration 54Q: 3 clusters Score -6338454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -6338456.000000 Penalty: 5417.916504
	Iteration 55Q: 3 clusters Score -6338456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -6338457.500000 Penalty: 5417.916504
	Iteration 56Q: 3 clusters Score -6338458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 47864 members 
Entering Unmasked Estep 
Score: -6338463.000000 Penalty: 5417.916504
	Iteration 57Q: 3 clusters Score -6338463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -6338459.500000 Penalty: 5417.916504
	Iteration 58Q: 3 clusters Score -6338460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -6338449.500000 Penalty: 5417.916504
	Iteration 59Q: 3 clusters Score -6338450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -6338452.000000 Penalty: 5417.916504
	Iteration 60F: 3 clusters Score -6338452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -6338455.500000 Penalty: 5417.916504
	Iteration 61Q: 3 clusters Score -6338456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -6338458.500000 Penalty: 5417.916504
	Iteration 62Q: 3 clusters Score -6338458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -6338461.000000 Penalty: 5417.916504
	Iteration 63Q: 3 clusters Score -6338461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 47910 members 
Entering Unmasked Estep 
Score: -6338451.000000 Penalty: 5417.916504
	Iteration 64Q: 3 clusters Score -6338451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -6338455.500000 Penalty: 5417.916504
	Iteration 65Q: 3 clusters Score -6338456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -6338460.000000 Penalty: 5417.916504
	Iteration 66Q: 3 clusters Score -6338460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -6338453.000000 Penalty: 5417.916504
	Iteration 67Q: 3 clusters Score -6338453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -6338462.500000 Penalty: 5417.916504
	Iteration 68Q: 3 clusters Score -6338462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -6338462.000000 Penalty: 5417.916504
	Iteration 69Q: 3 clusters Score -6338462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -6338466.000000 Penalty: 5417.916504
	Iteration 70Q: 3 clusters Score -6338466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -6338451.500000 Penalty: 5417.916504
	Iteration 71Q: 3 clusters Score -6338452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -6338463.500000 Penalty: 5417.916504
	Iteration 72Q: 3 clusters Score -6338464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -6338465.000000 Penalty: 5417.916504
	Iteration 73Q: 3 clusters Score -6338465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -6338467.000000 Penalty: 5417.916504
	Iteration 74Q: 3 clusters Score -6338467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -6338462.500000 Penalty: 5417.916504
	Iteration 75Q: 3 clusters Score -6338462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -6338468.500000 Penalty: 5417.916504
	Iteration 76Q: 3 clusters Score -6338468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -6338466.500000 Penalty: 5417.916504
	Iteration 77Q: 3 clusters Score -6338466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -6338470.000000 Penalty: 5417.916504
	Iteration 78Q: 3 clusters Score -6338470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -6338474.500000 Penalty: 5417.916504
	Iteration 79Q: 3 clusters Score -6338474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -6338483.000000 Penalty: 5417.916504
	Iteration 80F: 3 clusters Score -6338483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -6338469.500000 Penalty: 5417.916504
	Iteration 81Q: 3 clusters Score -6338470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -6338479.500000 Penalty: 5417.916504
	Iteration 82Q: 3 clusters Score -6338480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -6338474.500000 Penalty: 5417.916504
	Iteration 83Q: 3 clusters Score -6338474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -6338471.500000 Penalty: 5417.916504
	Iteration 84Q: 3 clusters Score -6338472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -6338475.500000 Penalty: 5417.916504
	Iteration 85Q: 3 clusters Score -6338476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -6338478.000000 Penalty: 5417.916504
	Iteration 86Q: 3 clusters Score -6338478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -6338480.500000 Penalty: 5417.916504
	Iteration 87Q: 3 clusters Score -6338480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -6338488.500000 Penalty: 5417.916504
	Iteration 88Q: 3 clusters Score -6338488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -6338490.500000 Penalty: 5417.916504
	Iteration 89Q: 3 clusters Score -6338490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -6338488.500000 Penalty: 5417.916504
	Iteration 90Q: 3 clusters Score -6338488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -6338487.500000 Penalty: 5417.916504
	Iteration 91Q: 3 clusters Score -6338488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -6338491.500000 Penalty: 5417.916504
	Iteration 92Q: 3 clusters Score -6338492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -6338493.000000 Penalty: 5417.916504
	Iteration 93Q: 3 clusters Score -6338493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -6338483.500000 Penalty: 5417.916504
	Iteration 94Q: 3 clusters Score -6338484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -6338482.500000 Penalty: 5417.916504
	Iteration 95Q: 3 clusters Score -6338482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -6338491.000000 Penalty: 5417.916504
	Iteration 96Q: 3 clusters Score -6338491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -6338489.000000 Penalty: 5417.916504
	Iteration 97Q: 3 clusters Score -6338489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -6338483.000000 Penalty: 5417.916504
	Iteration 98Q: 3 clusters Score -6338483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -6338482.000000 Penalty: 5417.916504
	Iteration 99Q: 3 clusters Score -6338482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -6338472.000000 Penalty: 5417.916504
	Iteration 100F: 3 clusters Score -6338472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -6338482.000000 Penalty: 5417.916504
	Iteration 101Q: 3 clusters Score -6338482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -6338491.000000 Penalty: 5417.916504
	Iteration 102Q: 3 clusters Score -6338491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -6338488.000000 Penalty: 5417.916504
	Iteration 103Q: 3 clusters Score -6338488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -6338493.500000 Penalty: 5417.916504
	Iteration 104Q: 3 clusters Score -6338494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -6338513.500000 Penalty: 5417.916504
	Iteration 105Q: 3 clusters Score -6338514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -6338520.500000 Penalty: 5417.916504
	Iteration 106Q: 3 clusters Score -6338520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -6338512.000000 Penalty: 5417.916504
	Iteration 107Q: 3 clusters Score -6338512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -6338499.000000 Penalty: 5417.916504
	Iteration 108Q: 3 clusters Score -6338499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -6338508.500000 Penalty: 5417.916504
	Iteration 109Q: 3 clusters Score -6338508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -6338514.000000 Penalty: 5417.916504
	Iteration 110Q: 3 clusters Score -6338514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -6338518.000000 Penalty: 5417.916504
	Iteration 111Q: 3 clusters Score -6338518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -6338520.000000 Penalty: 5417.916504
	Iteration 112Q: 3 clusters Score -6338520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -6338526.000000 Penalty: 5417.916504
	Iteration 113Q: 3 clusters Score -6338526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -6338516.000000 Penalty: 5417.916504
	Iteration 114Q: 3 clusters Score -6338516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -6338525.500000 Penalty: 5417.916504
	Iteration 115Q: 3 clusters Score -6338526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -6338529.000000 Penalty: 5417.916504
	Iteration 116Q: 3 clusters Score -6338529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -6338534.000000 Penalty: 5417.916504
	Iteration 117Q: 3 clusters Score -6338534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -6338534.000000 Penalty: 5417.916504
	Iteration 118Q: 3 clusters Score -6338534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -6338525.500000 Penalty: 5417.916504
	Iteration 119Q: 3 clusters Score -6338526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -6338529.500000 Penalty: 5417.916504
	Iteration 120F: 3 clusters Score -6338530 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -6338535.500000 Penalty: 5417.916504
	Iteration 121Q: 3 clusters Score -6338536 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -6338546.500000 Penalty: 5417.916504
	Iteration 122Q: 3 clusters Score -6338546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -6338575.500000 Penalty: 5417.916504
	Iteration 123Q: 3 clusters Score -6338576 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -6338558.000000 Penalty: 5417.916504
	Iteration 124Q: 3 clusters Score -6338558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -6338566.000000 Penalty: 5417.916504
	Iteration 125Q: 3 clusters Score -6338566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -6338574.000000 Penalty: 5417.916504
	Iteration 126Q: 3 clusters Score -6338574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -6338585.000000 Penalty: 5417.916504
	Iteration 127Q: 3 clusters Score -6338585 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -6338590.500000 Penalty: 5417.916504
	Iteration 128Q: 3 clusters Score -6338590 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -6338592.500000 Penalty: 5417.916504
	Iteration 129Q: 3 clusters Score -6338592 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -6338600.000000 Penalty: 5417.916504
	Iteration 130Q: 3 clusters Score -6338600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -6338603.000000 Penalty: 5417.916504
	Iteration 131Q: 3 clusters Score -6338603 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -6338610.500000 Penalty: 5417.916504
	Iteration 132Q: 3 clusters Score -6338610 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -6338620.500000 Penalty: 5417.916504
	Iteration 133Q: 3 clusters Score -6338620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -6338618.000000 Penalty: 5417.916504
	Iteration 134Q: 3 clusters Score -6338618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
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Entering Unmasked Estep 
Score: -6338615.000000 Penalty: 5417.916504
	Iteration 135Q: 3 clusters Score -6338615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -6338626.000000 Penalty: 5417.916504
	Iteration 136Q: 3 clusters Score -6338626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -6338648.500000 Penalty: 5417.916504
	Iteration 137Q: 3 clusters Score -6338648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -6338643.500000 Penalty: 5417.916504
	Iteration 138Q: 3 clusters Score -6338644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -6338650.000000 Penalty: 5417.916504
	Iteration 139Q: 3 clusters Score -6338650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -6338656.000000 Penalty: 5417.916504
	Iteration 140F: 3 clusters Score -6338656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -6338647.000000 Penalty: 5417.916504
	Iteration 141Q: 3 clusters Score -6338647 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -6338667.000000 Penalty: 5417.916504
	Iteration 142Q: 3 clusters Score -6338667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -6338673.500000 Penalty: 5417.916504
	Iteration 143Q: 3 clusters Score -6338674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -6338670.500000 Penalty: 5417.916504
	Iteration 144Q: 3 clusters Score -6338670 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -6338690.000000 Penalty: 5417.916504
	Iteration 145Q: 3 clusters Score -6338690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -6338692.500000 Penalty: 5417.916504
	Iteration 146Q: 3 clusters Score -6338692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -6338701.000000 Penalty: 5417.916504
	Iteration 147Q: 3 clusters Score -6338701 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -6338698.500000 Penalty: 5417.916504
	Iteration 148Q: 3 clusters Score -6338698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -6338694.000000 Penalty: 5417.916504
	Iteration 149Q: 3 clusters Score -6338694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -6338703.500000 Penalty: 5417.916504
	Iteration 150Q: 3 clusters Score -6338704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -6338705.000000 Penalty: 5417.916504
	Iteration 151Q: 3 clusters Score -6338705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -6338710.500000 Penalty: 5417.916504
	Iteration 152Q: 3 clusters Score -6338710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -6338722.500000 Penalty: 5417.916504
	Iteration 153Q: 3 clusters Score -6338722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -6338736.500000 Penalty: 5417.916504
	Iteration 154Q: 3 clusters Score -6338736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -6338735.500000 Penalty: 5417.916504
	Iteration 155Q: 3 clusters Score -6338736 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -6338743.500000 Penalty: 5417.916504
	Iteration 156Q: 3 clusters Score -6338744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -6338746.000000 Penalty: 5417.916504
	Iteration 157Q: 3 clusters Score -6338746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 50332 members 
Entering Unmasked Estep 
Score: -6338755.500000 Penalty: 5417.916504
	Iteration 158Q: 3 clusters Score -6338756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 50358 members 
Entering Unmasked Estep 
Score: -6338751.500000 Penalty: 5417.916504
	Iteration 159Q: 3 clusters Score -6338752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -6338742.500000 Penalty: 5417.916504
	Iteration 160F: 3 clusters Score -6338742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -6338745.000000 Penalty: 5417.916504
	Iteration 161Q: 3 clusters Score -6338745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -6338749.000000 Penalty: 5417.916504
	Iteration 162Q: 3 clusters Score -6338749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -6338754.500000 Penalty: 5417.916504
	Iteration 163Q: 3 clusters Score -6338754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -6338749.000000 Penalty: 5417.916504
	Iteration 164Q: 3 clusters Score -6338749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -6338748.500000 Penalty: 5417.916504
	Iteration 165Q: 3 clusters Score -6338748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -6338748.500000 Penalty: 5417.916504
	Iteration 166Q: 3 clusters Score -6338748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -6338737.500000 Penalty: 5417.916504
	Iteration 167Q: 3 clusters Score -6338738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -6338753.000000 Penalty: 5417.916504
	Iteration 168Q: 3 clusters Score -6338753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 50566 members 
Entering Unmasked Estep 
Score: -6338768.500000 Penalty: 5417.916504
	Iteration 169Q: 3 clusters Score -6338768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -6338775.000000 Penalty: 5417.916504
	Iteration 170Q: 3 clusters Score -6338775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -6338780.000000 Penalty: 5417.916504
	Iteration 171Q: 3 clusters Score -6338780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -6338779.500000 Penalty: 5417.916504
	Iteration 172Q: 3 clusters Score -6338780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -6338782.500000 Penalty: 5417.916504
	Iteration 173Q: 3 clusters Score -6338782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -6338782.000000 Penalty: 5417.916504
	Iteration 174Q: 3 clusters Score -6338782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -6338779.000000 Penalty: 5417.916504
	Iteration 175Q: 3 clusters Score -6338779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -6338779.000000 Penalty: 5417.916504
	Iteration 176F: 3 clusters Score -6338779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (67044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Entering Unmasked Estep 
Score: -8263863.000000 Penalty: 2756.050049
	Iteration 0F: 2 clusters Score -8263863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -8218748.500000 Penalty: 5512.100098
	Iteration 0F: 3 clusters Score -8218748 nChanged 31309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -8236257.000000 Penalty: 5512.100098
	Iteration 1F: 3 clusters Score -8236257 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -8236860.500000 Penalty: 5512.100098
	Iteration 2Q: 3 clusters Score -8236860 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -8237460.500000 Penalty: 5512.100098
	Iteration 3Q: 3 clusters Score -8237460 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -8238096.000000 Penalty: 5512.100098
	Iteration 4Q: 3 clusters Score -8238096 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -8238991.000000 Penalty: 5512.100098
	Iteration 5Q: 3 clusters Score -8238991 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -8240283.500000 Penalty: 5512.100098
	Iteration 6Q: 3 clusters Score -8240284 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -8242252.500000 Penalty: 5512.100098
	Iteration 7F: 3 clusters Score -8242252 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -8245225.000000 Penalty: 5512.100098
	Iteration 8F: 3 clusters Score -8245225 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -8249383.000000 Penalty: 5512.100098
	Iteration 9F: 3 clusters Score -8249383 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -8254088.500000 Penalty: 5512.100098
	Iteration 10F: 3 clusters Score -8254088 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -8257823.500000 Penalty: 5512.100098
	Iteration 11F: 3 clusters Score -8257824 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65486 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8259966.000000 Penalty: 5512.100098
	Iteration 12Q: 3 clusters Score -8259966 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66394 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8260813.000000 Penalty: 5512.100098
	Iteration 13Q: 3 clusters Score -8260813 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66667 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8261100.000000 Penalty: 5512.100098
	Iteration 14Q: 3 clusters Score -8261100 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66748 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8261221.000000 Penalty: 5512.100098
	Iteration 15Q: 3 clusters Score -8261221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8261299.500000 Penalty: 5512.100098
	Iteration 16Q: 3 clusters Score -8261300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8261344.500000 Penalty: 5512.100098
	Iteration 17Q: 3 clusters Score -8261344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66815 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8261364.500000 Penalty: 5512.100098
	Iteration 18Q: 3 clusters Score -8261364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66815 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8261375.000000 Penalty: 5512.100098
	Iteration 19Q: 3 clusters Score -8261375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66819 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8261384.000000 Penalty: 5512.100098
	Iteration 20F: 3 clusters Score -8261384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8261389.000000 Penalty: 5512.100098
	Iteration 21Q: 3 clusters Score -8261389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8261400.000000 Penalty: 5512.100098
	Iteration 22Q: 3 clusters Score -8261400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8261399.500000 Penalty: 5512.100098
	Iteration 23Q: 3 clusters Score -8261400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8261402.500000 Penalty: 5512.100098
	Iteration 24Q: 3 clusters Score -8261402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66822 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8261400.500000 Penalty: 5512.100098
	Iteration 25Q: 3 clusters Score -8261400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66822 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8261400.500000 Penalty: 5512.100098
	Iteration 26F: 3 clusters Score -8261400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Entering Unmasked Estep 
Score: -4761511.000000 Penalty: 2626.279541
	Iteration 0F: 2 clusters Score -4761511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -4734703.000000 Penalty: 5252.559082
	Iteration 0F: 3 clusters Score -4734703 nChanged 18146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -4744919.000000 Penalty: 5252.559082
	Iteration 1F: 3 clusters Score -4744919 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -4745561.500000 Penalty: 5252.559082
	Iteration 2Q: 3 clusters Score -4745562 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -4746212.000000 Penalty: 5252.559082
	Iteration 3Q: 3 clusters Score -4746212 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -4746957.000000 Penalty: 5252.559082
	Iteration 4Q: 3 clusters Score -4746957 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -4747971.500000 Penalty: 5252.559082
	Iteration 5F: 3 clusters Score -4747972 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -4749438.000000 Penalty: 5252.559082
	Iteration 6F: 3 clusters Score -4749438 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -4751371.000000 Penalty: 5252.559082
	Iteration 7F: 3 clusters Score -4751371 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -4753545.500000 Penalty: 5252.559082
	Iteration 8F: 3 clusters Score -4753546 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -4755556.500000 Penalty: 5252.559082
	Iteration 9F: 3 clusters Score -4755556 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -4757041.000000 Penalty: 5252.559082
	Iteration 10Q: 3 clusters Score -4757041 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4758025.500000 Penalty: 5252.559082
	Iteration 11Q: 3 clusters Score -4758026 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4758608.500000 Penalty: 5252.559082
	Iteration 12Q: 3 clusters Score -4758608 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4758975.000000 Penalty: 5252.559082
	Iteration 13Q: 3 clusters Score -4758975 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4759156.500000 Penalty: 5252.559082
	Iteration 14Q: 3 clusters Score -4759156 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4759285.000000 Penalty: 5252.559082
	Iteration 15Q: 3 clusters Score -4759285 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4759359.000000 Penalty: 5252.559082
	Iteration 16Q: 3 clusters Score -4759359 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4759393.500000 Penalty: 5252.559082
	Iteration 17Q: 3 clusters Score -4759394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4759409.500000 Penalty: 5252.559082
	Iteration 18Q: 3 clusters Score -4759410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4759438.000000 Penalty: 5252.559082
	Iteration 19Q: 3 clusters Score -4759438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4759449.000000 Penalty: 5252.559082
	Iteration 20F: 3 clusters Score -4759449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4759450.000000 Penalty: 5252.559082
	Iteration 21Q: 3 clusters Score -4759450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4759471.000000 Penalty: 5252.559082
	Iteration 22Q: 3 clusters Score -4759471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4759481.000000 Penalty: 5252.559082
	Iteration 23Q: 3 clusters Score -4759481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4759480.500000 Penalty: 5252.559082
	Iteration 24Q: 3 clusters Score -4759480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4759486.500000 Penalty: 5252.559082
	Iteration 25Q: 3 clusters Score -4759486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4759483.000000 Penalty: 5252.559082
	Iteration 26Q: 3 clusters Score -4759483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4759484.500000 Penalty: 5252.559082
	Iteration 27Q: 3 clusters Score -4759484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4759490.500000 Penalty: 5252.559082
	Iteration 28Q: 3 clusters Score -4759490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4759491.000000 Penalty: 5252.559082
	Iteration 29Q: 3 clusters Score -4759491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4759494.000000 Penalty: 5252.559082
	Iteration 30Q: 3 clusters Score -4759494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4759494.000000 Penalty: 5252.559082
	Iteration 31Q: 3 clusters Score -4759494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4759495.000000 Penalty: 5252.559082
	Iteration 32Q: 3 clusters Score -4759495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4759497.000000 Penalty: 5252.559082
	Iteration 33Q: 3 clusters Score -4759497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4759494.500000 Penalty: 5252.559082
	Iteration 34Q: 3 clusters Score -4759494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4759491.500000 Penalty: 5252.559082
	Iteration 35Q: 3 clusters Score -4759492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4759492.000000 Penalty: 5252.559082
	Iteration 36Q: 3 clusters Score -4759492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4759492.000000 Penalty: 5252.559082
	Iteration 37F: 3 clusters Score -4759492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Entering Unmasked Estep 
Score: -415950.406250 Penalty: 2030.174072
	Iteration 0F: 2 clusters Score -415950.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -412381.375000 Penalty: 4060.348145
	Iteration 0F: 3 clusters Score -412381.4 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -413206.125000 Penalty: 4060.348145
	Iteration 1F: 3 clusters Score -413206.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -413403.031250 Penalty: 4060.348145
	Iteration 2F: 3 clusters Score -413403 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -413562.593750 Penalty: 4060.348145
	Iteration 3F: 3 clusters Score -413562.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -413706.562500 Penalty: 4060.348145
	Iteration 4Q: 3 clusters Score -413706.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -413841.500000 Penalty: 4060.348145
	Iteration 5Q: 3 clusters Score -413841.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -413950.406250 Penalty: 4060.348145
	Iteration 6Q: 3 clusters Score -413950.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -414059.000000 Penalty: 4060.348145
	Iteration 7Q: 3 clusters Score -414059 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -414169.593750 Penalty: 4060.348145
	Iteration 8Q: 3 clusters Score -414169.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -414278.312500 Penalty: 4060.348145
	Iteration 9Q: 3 clusters Score -414278.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -414380.406250 Penalty: 4060.348145
	Iteration 10Q: 3 clusters Score -414380.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -414472.531250 Penalty: 4060.348145
	Iteration 11Q: 3 clusters Score -414472.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -414542.625000 Penalty: 4060.348145
	Iteration 12Q: 3 clusters Score -414542.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -414612.125000 Penalty: 4060.348145
	Iteration 13Q: 3 clusters Score -414612.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -414682.468750 Penalty: 4060.348145
	Iteration 14Q: 3 clusters Score -414682.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -414757.000000 Penalty: 4060.348145
	Iteration 15Q: 3 clusters Score -414757 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -414826.281250 Penalty: 4060.348145
	Iteration 16Q: 3 clusters Score -414826.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -414873.812500 Penalty: 4060.348145
	Iteration 17Q: 3 clusters Score -414873.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -414904.156250 Penalty: 4060.348145
	Iteration 18Q: 3 clusters Score -414904.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -414922.468750 Penalty: 4060.348145
	Iteration 19Q: 3 clusters Score -414922.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -414936.656250 Penalty: 4060.348145
	Iteration 20F: 3 clusters Score -414936.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -414949.375000 Penalty: 4060.348145
	Iteration 21Q: 3 clusters Score -414949.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -414955.312500 Penalty: 4060.348145
	Iteration 22Q: 3 clusters Score -414955.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -414958.000000 Penalty: 4060.348145
	Iteration 23Q: 3 clusters Score -414958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -414958.906250 Penalty: 4060.348145
	Iteration 24Q: 3 clusters Score -414958.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -414961.718750 Penalty: 4060.348145
	Iteration 25Q: 3 clusters Score -414961.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -414961.562500 Penalty: 4060.348145
	Iteration 26Q: 3 clusters Score -414961.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -414964.375000 Penalty: 4060.348145
	Iteration 27Q: 3 clusters Score -414964.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -414966.687500 Penalty: 4060.348145
	Iteration 28Q: 3 clusters Score -414966.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -414969.593750 Penalty: 4060.348145
	Iteration 29Q: 3 clusters Score -414969.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -414975.468750 Penalty: 4060.348145
	Iteration 30Q: 3 clusters Score -414975.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -414977.531250 Penalty: 4060.348145
	Iteration 31Q: 3 clusters Score -414977.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -414978.593750 Penalty: 4060.348145
	Iteration 32Q: 3 clusters Score -414978.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -414979.062500 Penalty: 4060.348145
	Iteration 33Q: 3 clusters Score -414979.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -414980.062500 Penalty: 4060.348145
	Iteration 34Q: 3 clusters Score -414980.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -414981.937500 Penalty: 4060.348145
	Iteration 35Q: 3 clusters Score -414981.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -414984.500000 Penalty: 4060.348145
	Iteration 36Q: 3 clusters Score -414984.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -414985.437500 Penalty: 4060.348145
	Iteration 37Q: 3 clusters Score -414985.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -414986.562500 Penalty: 4060.348145
	Iteration 38Q: 3 clusters Score -414986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -414986.437500 Penalty: 4060.348145
	Iteration 39Q: 3 clusters Score -414986.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -414987.343750 Penalty: 4060.348145
	Iteration 40F: 3 clusters Score -414987.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -414987.437500 Penalty: 4060.348145
	Iteration 41Q: 3 clusters Score -414987.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -414987.437500 Penalty: 4060.348145
	Iteration 42F: 3 clusters Score -414987.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (227905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227905 members 
Entering Unmasked Estep 
Score: -27978346.000000 Penalty: 3059.497803
	Iteration 0F: 2 clusters Score -2.797835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113824 members 
Mstep: Class 2 contains 114081 members 
Entering Unmasked Estep 
Score: -27831438.000000 Penalty: 6118.995605
	Iteration 0F: 3 clusters Score -2.783144e+07 nChanged 109774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112382 members 
Mstep: Class 2 contains 115523 members 
Entering Unmasked Estep 
Score: -27895340.000000 Penalty: 6118.995605
	Iteration 1F: 3 clusters Score -2.789534e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111451 members 
Mstep: Class 2 contains 116454 members 
Entering Unmasked Estep 
Score: -27896596.000000 Penalty: 6118.995605
	Iteration 2Q: 3 clusters Score -2.78966e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109936 members 
Mstep: Class 2 contains 117969 members 
Entering Unmasked Estep 
Score: -27898506.000000 Penalty: 6118.995605
	Iteration 3Q: 3 clusters Score -2.789851e+07 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107690 members 
Mstep: Class 2 contains 120215 members 
Entering Unmasked Estep 
Score: -27901310.000000 Penalty: 6118.995605
	Iteration 4Q: 3 clusters Score -2.790131e+07 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104253 members 
Mstep: Class 2 contains 123652 members 
Entering Unmasked Estep 
Score: -27905500.000000 Penalty: 6118.995605
	Iteration 5Q: 3 clusters Score -2.79055e+07 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99298 members 
Mstep: Class 2 contains 128607 members 
Entering Unmasked Estep 
Score: -27912170.000000 Penalty: 6118.995605
	Iteration 6Q: 3 clusters Score -2.791217e+07 nChanged 13153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 135068 members 
Entering Unmasked Estep 
Score: -27920966.000000 Penalty: 6118.995605
	Iteration 7F: 3 clusters Score -2.792097e+07 nChanged 14369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85348 members 
Mstep: Class 2 contains 142557 members 
Entering Unmasked Estep 
Score: -27931604.000000 Penalty: 6118.995605
	Iteration 8F: 3 clusters Score -2.79316e+07 nChanged 14256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77980 members 
Mstep: Class 2 contains 149925 members 
Entering Unmasked Estep 
Score: -27941516.000000 Penalty: 6118.995605
	Iteration 9F: 3 clusters Score -2.794152e+07 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71701 members 
Mstep: Class 2 contains 156204 members 
Entering Unmasked Estep 
Score: -27949196.000000 Penalty: 6118.995605
	Iteration 10F: 3 clusters Score -2.79492e+07 nChanged 9834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66745 members 
Mstep: Class 2 contains 161160 members 
Entering Unmasked Estep 
Score: -27953778.000000 Penalty: 6118.995605
	Iteration 11Q: 3 clusters Score -2.795378e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62582 members 
Mstep: Class 2 contains 165323 members 
Entering Unmasked Estep 
Score: -27956050.000000 Penalty: 6118.995605
	Iteration 12Q: 3 clusters Score -2.795605e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59033 members 
Mstep: Class 2 contains 168872 members 
Entering Unmasked Estep 
Score: -27957780.000000 Penalty: 6118.995605
	Iteration 13Q: 3 clusters Score -2.795778e+07 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55555 members 
Mstep: Class 2 contains 172350 members 
Entering Unmasked Estep 
Score: -27958912.000000 Penalty: 6118.995605
	Iteration 14Q: 3 clusters Score -2.795891e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52158 members 
Mstep: Class 2 contains 175747 members 
Entering Unmasked Estep 
Score: -27960076.000000 Penalty: 6118.995605
	Iteration 15Q: 3 clusters Score -2.796008e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 179259 members 
Entering Unmasked Estep 
Score: -27961154.000000 Penalty: 6118.995605
	Iteration 16Q: 3 clusters Score -2.796115e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 182779 members 
Entering Unmasked Estep 
Score: -27962280.000000 Penalty: 6118.995605
	Iteration 17Q: 3 clusters Score -2.796228e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 186244 members 
Entering Unmasked Estep 
Score: -27963362.000000 Penalty: 6118.995605
	Iteration 18Q: 3 clusters Score -2.796336e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 189786 members 
Entering Unmasked Estep 
Score: -27964740.000000 Penalty: 6118.995605
	Iteration 19Q: 3 clusters Score -2.796474e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 193283 members 
Entering Unmasked Estep 
Score: -27965876.000000 Penalty: 6118.995605
	Iteration 20F: 3 clusters Score -2.796588e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 196747 members 
Entering Unmasked Estep 
Score: -27967182.000000 Penalty: 6118.995605
	Iteration 21Q: 3 clusters Score -2.796718e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 200108 members 
Entering Unmasked Estep 
Score: -27968082.000000 Penalty: 6118.995605
	Iteration 22Q: 3 clusters Score -2.796808e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 203433 members 
Entering Unmasked Estep 
Score: -27969228.000000 Penalty: 6118.995605
	Iteration 23Q: 3 clusters Score -2.796923e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 206552 members 
Entering Unmasked Estep 
Score: -27970240.000000 Penalty: 6118.995605
	Iteration 24Q: 3 clusters Score -2.797024e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 209494 members 
Entering Unmasked Estep 
Score: -27971490.000000 Penalty: 6118.995605
	Iteration 25Q: 3 clusters Score -2.797149e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 212137 members 
Entering Unmasked Estep 
Score: -27972490.000000 Penalty: 6118.995605
	Iteration 26Q: 3 clusters Score -2.797249e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 214426 members 
Entering Unmasked Estep 
Score: -27973374.000000 Penalty: 6118.995605
	Iteration 27Q: 3 clusters Score -2.797337e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 216383 members 
Entering Unmasked Estep 
Score: -27974004.000000 Penalty: 6118.995605
	Iteration 28Q: 3 clusters Score -2.7974e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 217996 members 
Entering Unmasked Estep 
Score: -27974480.000000 Penalty: 6118.995605
	Iteration 29Q: 3 clusters Score -2.797448e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 219320 members 
Entering Unmasked Estep 
Score: -27974930.000000 Penalty: 6118.995605
	Iteration 30Q: 3 clusters Score -2.797493e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 220433 members 
Entering Unmasked Estep 
Score: -27975232.000000 Penalty: 6118.995605
	Iteration 31Q: 3 clusters Score -2.797523e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 221343 members 
Entering Unmasked Estep 
Score: -27975490.000000 Penalty: 6118.995605
	Iteration 32Q: 3 clusters Score -2.797549e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 222062 members 
Entering Unmasked Estep 
Score: -27975602.000000 Penalty: 6118.995605
	Iteration 33Q: 3 clusters Score -2.79756e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 222661 members 
Entering Unmasked Estep 
Score: -27975688.000000 Penalty: 6118.995605
	Iteration 34Q: 3 clusters Score -2.797569e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 223166 members 
Entering Unmasked Estep 
Score: -27975802.000000 Penalty: 6118.995605
	Iteration 35Q: 3 clusters Score -2.79758e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 223562 members 
Entering Unmasked Estep 
Score: -27975874.000000 Penalty: 6118.995605
	Iteration 36Q: 3 clusters Score -2.797587e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 223892 members 
Entering Unmasked Estep 
Score: -27976006.000000 Penalty: 6118.995605
	Iteration 37Q: 3 clusters Score -2.797601e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 224170 members 
Entering Unmasked Estep 
Score: -27976164.000000 Penalty: 6118.995605
	Iteration 38Q: 3 clusters Score -2.797616e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 224395 members 
Entering Unmasked Estep 
Score: -27976144.000000 Penalty: 6118.995605
	Iteration 39Q: 3 clusters Score -2.797614e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 224601 members 
Entering Unmasked Estep 
Score: -27976200.000000 Penalty: 6118.995605
	Iteration 40F: 3 clusters Score -2.79762e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 224784 members 
Entering Unmasked Estep 
Score: -27976292.000000 Penalty: 6118.995605
	Iteration 41Q: 3 clusters Score -2.797629e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 224946 members 
Entering Unmasked Estep 
Score: -27976382.000000 Penalty: 6118.995605
	Iteration 42Q: 3 clusters Score -2.797638e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 225076 members 
Entering Unmasked Estep 
Score: -27976444.000000 Penalty: 6118.995605
	Iteration 43Q: 3 clusters Score -2.797644e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 225172 members 
Entering Unmasked Estep 
Score: -27976490.000000 Penalty: 6118.995605
	Iteration 44Q: 3 clusters Score -2.797649e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 225257 members 
Entering Unmasked Estep 
Score: -27976564.000000 Penalty: 6118.995605
	Iteration 45Q: 3 clusters Score -2.797656e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 225332 members 
Entering Unmasked Estep 
Score: -27976610.000000 Penalty: 6118.995605
	Iteration 46Q: 3 clusters Score -2.797661e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 225378 members 
Entering Unmasked Estep 
Score: -27976660.000000 Penalty: 6118.995605
	Iteration 47Q: 3 clusters Score -2.797666e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 225424 members 
Entering Unmasked Estep 
Score: -27976656.000000 Penalty: 6118.995605
	Iteration 48Q: 3 clusters Score -2.797666e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 225474 members 
Entering Unmasked Estep 
Score: -27976698.000000 Penalty: 6118.995605
	Iteration 49Q: 3 clusters Score -2.79767e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 225513 members 
Entering Unmasked Estep 
Score: -27976742.000000 Penalty: 6118.995605
	Iteration 50Q: 3 clusters Score -2.797674e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 225535 members 
Entering Unmasked Estep 
Score: -27976720.000000 Penalty: 6118.995605
	Iteration 51Q: 3 clusters Score -2.797672e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 225549 members 
Entering Unmasked Estep 
Score: -27976722.000000 Penalty: 6118.995605
	Iteration 52Q: 3 clusters Score -2.797672e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 225560 members 
Entering Unmasked Estep 
Score: -27976744.000000 Penalty: 6118.995605
	Iteration 53Q: 3 clusters Score -2.797674e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 225571 members 
Entering Unmasked Estep 
Score: -27976766.000000 Penalty: 6118.995605
	Iteration 54Q: 3 clusters Score -2.797677e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 225568 members 
Entering Unmasked Estep 
Score: -27976772.000000 Penalty: 6118.995605
	Iteration 55Q: 3 clusters Score -2.797677e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 225570 members 
Entering Unmasked Estep 
Score: -27976764.000000 Penalty: 6118.995605
	Iteration 56Q: 3 clusters Score -2.797676e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 225573 members 
Entering Unmasked Estep 
Score: -27976782.000000 Penalty: 6118.995605
	Iteration 57Q: 3 clusters Score -2.797678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 225571 members 
Entering Unmasked Estep 
Score: -27976778.000000 Penalty: 6118.995605
	Iteration 58Q: 3 clusters Score -2.797678e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 225570 members 
Entering Unmasked Estep 
Score: -27976800.000000 Penalty: 6118.995605
	Iteration 59Q: 3 clusters Score -2.79768e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 225568 members 
Entering Unmasked Estep 
Score: -27976816.000000 Penalty: 6118.995605
	Iteration 60F: 3 clusters Score -2.797682e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 225572 members 
Entering Unmasked Estep 
Score: -27976800.000000 Penalty: 6118.995605
	Iteration 61Q: 3 clusters Score -2.79768e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 225577 members 
Entering Unmasked Estep 
Score: -27976788.000000 Penalty: 6118.995605
	Iteration 62Q: 3 clusters Score -2.797679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 225585 members 
Entering Unmasked Estep 
Score: -27976794.000000 Penalty: 6118.995605
	Iteration 63Q: 3 clusters Score -2.797679e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 225589 members 
Entering Unmasked Estep 
Score: -27976818.000000 Penalty: 6118.995605
	Iteration 64Q: 3 clusters Score -2.797682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 225593 members 
Entering Unmasked Estep 
Score: -27976830.000000 Penalty: 6118.995605
	Iteration 65Q: 3 clusters Score -2.797683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 225594 members 
Entering Unmasked Estep 
Score: -27976840.000000 Penalty: 6118.995605
	Iteration 66Q: 3 clusters Score -2.797684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 225592 members 
Entering Unmasked Estep 
Score: -27976852.000000 Penalty: 6118.995605
	Iteration 67Q: 3 clusters Score -2.797685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 225591 members 
Entering Unmasked Estep 
Score: -27976850.000000 Penalty: 6118.995605
	Iteration 68Q: 3 clusters Score -2.797685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 225588 members 
Entering Unmasked Estep 
Score: -27976864.000000 Penalty: 6118.995605
	Iteration 69Q: 3 clusters Score -2.797686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 225589 members 
Entering Unmasked Estep 
Score: -27976854.000000 Penalty: 6118.995605
	Iteration 70Q: 3 clusters Score -2.797685e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 225594 members 
Entering Unmasked Estep 
Score: -27976856.000000 Penalty: 6118.995605
	Iteration 71Q: 3 clusters Score -2.797686e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 225589 members 
Entering Unmasked Estep 
Score: -27976840.000000 Penalty: 6118.995605
	Iteration 72Q: 3 clusters Score -2.797684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 225597 members 
Entering Unmasked Estep 
Score: -27976862.000000 Penalty: 6118.995605
	Iteration 73Q: 3 clusters Score -2.797686e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 225606 members 
Entering Unmasked Estep 
Score: -27976872.000000 Penalty: 6118.995605
	Iteration 74Q: 3 clusters Score -2.797687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 225609 members 
Entering Unmasked Estep 
Score: -27976860.000000 Penalty: 6118.995605
	Iteration 75Q: 3 clusters Score -2.797686e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 225614 members 
Entering Unmasked Estep 
Score: -27976880.000000 Penalty: 6118.995605
	Iteration 76Q: 3 clusters Score -2.797688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 225623 members 
Entering Unmasked Estep 
Score: -27976862.000000 Penalty: 6118.995605
	Iteration 77Q: 3 clusters Score -2.797686e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 225626 members 
Entering Unmasked Estep 
Score: -27976878.000000 Penalty: 6118.995605
	Iteration 78Q: 3 clusters Score -2.797688e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 225623 members 
Entering Unmasked Estep 
Score: -27976872.000000 Penalty: 6118.995605
	Iteration 79Q: 3 clusters Score -2.797687e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 225622 members 
Entering Unmasked Estep 
Score: -27976914.000000 Penalty: 6118.995605
	Iteration 80F: 3 clusters Score -2.797691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 225624 members 
Entering Unmasked Estep 
Score: -27976910.000000 Penalty: 6118.995605
	Iteration 81Q: 3 clusters Score -2.797691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 225630 members 
Entering Unmasked Estep 
Score: -27976898.000000 Penalty: 6118.995605
	Iteration 82Q: 3 clusters Score -2.79769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 225632 members 
Entering Unmasked Estep 
Score: -27976920.000000 Penalty: 6118.995605
	Iteration 83Q: 3 clusters Score -2.797692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 225637 members 
Entering Unmasked Estep 
Score: -27976906.000000 Penalty: 6118.995605
	Iteration 84Q: 3 clusters Score -2.797691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 225639 members 
Entering Unmasked Estep 
Score: -27976900.000000 Penalty: 6118.995605
	Iteration 85Q: 3 clusters Score -2.79769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 225637 members 
Entering Unmasked Estep 
Score: -27976896.000000 Penalty: 6118.995605
	Iteration 86Q: 3 clusters Score -2.79769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 225636 members 
Entering Unmasked Estep 
Score: -27976896.000000 Penalty: 6118.995605
	Iteration 87Q: 3 clusters Score -2.79769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 225636 members 
Entering Unmasked Estep 
Score: -27976896.000000 Penalty: 6118.995605
	Iteration 88F: 3 clusters Score -2.79769e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Entering Unmasked Estep 
Score: -743127.562500 Penalty: 2170.051514
	Iteration 0F: 2 clusters Score -743127.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -737751.625000 Penalty: 4340.103027
	Iteration 0F: 3 clusters Score -737751.6 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -739105.000000 Penalty: 4340.103027
	Iteration 1F: 3 clusters Score -739105 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -739348.750000 Penalty: 4340.103027
	Iteration 2F: 3 clusters Score -739348.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -739507.500000 Penalty: 4340.103027
	Iteration 3F: 3 clusters Score -739507.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -739635.437500 Penalty: 4340.103027
	Iteration 4Q: 3 clusters Score -739635.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -739725.687500 Penalty: 4340.103027
	Iteration 5Q: 3 clusters Score -739725.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -739788.875000 Penalty: 4340.103027
	Iteration 6Q: 3 clusters Score -739788.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -739865.000000 Penalty: 4340.103027
	Iteration 7Q: 3 clusters Score -739865 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -739951.812500 Penalty: 4340.103027
	Iteration 8Q: 3 clusters Score -739951.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -740036.812500 Penalty: 4340.103027
	Iteration 9Q: 3 clusters Score -740036.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -740112.562500 Penalty: 4340.103027
	Iteration 10Q: 3 clusters Score -740112.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -740178.187500 Penalty: 4340.103027
	Iteration 11Q: 3 clusters Score -740178.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -740243.750000 Penalty: 4340.103027
	Iteration 12Q: 3 clusters Score -740243.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -740305.625000 Penalty: 4340.103027
	Iteration 13Q: 3 clusters Score -740305.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -740378.125000 Penalty: 4340.103027
	Iteration 14Q: 3 clusters Score -740378.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -740447.125000 Penalty: 4340.103027
	Iteration 15Q: 3 clusters Score -740447.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -740503.625000 Penalty: 4340.103027
	Iteration 16Q: 3 clusters Score -740503.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -740564.062500 Penalty: 4340.103027
	Iteration 17Q: 3 clusters Score -740564.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -740642.062500 Penalty: 4340.103027
	Iteration 18Q: 3 clusters Score -740642.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -740721.250000 Penalty: 4340.103027
	Iteration 19Q: 3 clusters Score -740721.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -740795.812500 Penalty: 4340.103027
	Iteration 20F: 3 clusters Score -740795.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -740855.937500 Penalty: 4340.103027
	Iteration 21Q: 3 clusters Score -740855.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -740901.562500 Penalty: 4340.103027
	Iteration 22Q: 3 clusters Score -740901.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -740937.562500 Penalty: 4340.103027
	Iteration 23Q: 3 clusters Score -740937.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -740976.687500 Penalty: 4340.103027
	Iteration 24Q: 3 clusters Score -740976.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -741018.875000 Penalty: 4340.103027
	Iteration 25Q: 3 clusters Score -741018.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -741054.437500 Penalty: 4340.103027
	Iteration 26Q: 3 clusters Score -741054.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -741092.125000 Penalty: 4340.103027
	Iteration 27Q: 3 clusters Score -741092.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -741127.250000 Penalty: 4340.103027
	Iteration 28Q: 3 clusters Score -741127.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -741153.500000 Penalty: 4340.103027
	Iteration 29Q: 3 clusters Score -741153.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -741196.562500 Penalty: 4340.103027
	Iteration 30Q: 3 clusters Score -741196.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -741238.500000 Penalty: 4340.103027
	Iteration 31Q: 3 clusters Score -741238.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -741264.000000 Penalty: 4340.103027
	Iteration 32Q: 3 clusters Score -741264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -741287.187500 Penalty: 4340.103027
	Iteration 33Q: 3 clusters Score -741287.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -741306.250000 Penalty: 4340.103027
	Iteration 34Q: 3 clusters Score -741306.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -741321.312500 Penalty: 4340.103027
	Iteration 35Q: 3 clusters Score -741321.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -741337.187500 Penalty: 4340.103027
	Iteration 36Q: 3 clusters Score -741337.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -741353.437500 Penalty: 4340.103027
	Iteration 37Q: 3 clusters Score -741353.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -741365.937500 Penalty: 4340.103027
	Iteration 38Q: 3 clusters Score -741365.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -741385.687500 Penalty: 4340.103027
	Iteration 39Q: 3 clusters Score -741385.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -741397.437500 Penalty: 4340.103027
	Iteration 40F: 3 clusters Score -741397.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -741407.000000 Penalty: 4340.103027
	Iteration 41Q: 3 clusters Score -741407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -741415.812500 Penalty: 4340.103027
	Iteration 42Q: 3 clusters Score -741415.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -741418.375000 Penalty: 4340.103027
	Iteration 43Q: 3 clusters Score -741418.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -741420.625000 Penalty: 4340.103027
	Iteration 44Q: 3 clusters Score -741420.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -741423.500000 Penalty: 4340.103027
	Iteration 45Q: 3 clusters Score -741423.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -741427.812500 Penalty: 4340.103027
	Iteration 46Q: 3 clusters Score -741427.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -741434.437500 Penalty: 4340.103027
	Iteration 47Q: 3 clusters Score -741434.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -741440.437500 Penalty: 4340.103027
	Iteration 48Q: 3 clusters Score -741440.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -741447.375000 Penalty: 4340.103027
	Iteration 49Q: 3 clusters Score -741447.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -741450.187500 Penalty: 4340.103027
	Iteration 50Q: 3 clusters Score -741450.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -741449.812500 Penalty: 4340.103027
	Iteration 51Q: 3 clusters Score -741449.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -741450.875000 Penalty: 4340.103027
	Iteration 52Q: 3 clusters Score -741450.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -741451.875000 Penalty: 4340.103027
	Iteration 53Q: 3 clusters Score -741451.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -741452.937500 Penalty: 4340.103027
	Iteration 54Q: 3 clusters Score -741452.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -741455.687500 Penalty: 4340.103027
	Iteration 55Q: 3 clusters Score -741455.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -741455.562500 Penalty: 4340.103027
	Iteration 56Q: 3 clusters Score -741455.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -741459.312500 Penalty: 4340.103027
	Iteration 57Q: 3 clusters Score -741459.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -741459.187500 Penalty: 4340.103027
	Iteration 58Q: 3 clusters Score -741459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -741460.125000 Penalty: 4340.103027
	Iteration 59Q: 3 clusters Score -741460.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -741461.750000 Penalty: 4340.103027
	Iteration 60F: 3 clusters Score -741461.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -741461.562500 Penalty: 4340.103027
	Iteration 61Q: 3 clusters Score -741461.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -741461.562500 Penalty: 4340.103027
	Iteration 62F: 3 clusters Score -741461.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Entering Unmasked Estep 
Score: -3807718.500000 Penalty: 2570.977295
	Iteration 0F: 2 clusters Score -3807718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3785954.250000 Penalty: 5141.954590
	Iteration 0F: 3 clusters Score -3785954 nChanged 14350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -3793879.250000 Penalty: 5141.954590
	Iteration 1F: 3 clusters Score -3793879 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3794680.750000 Penalty: 5141.954590
	Iteration 2F: 3 clusters Score -3794681 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -3795493.750000 Penalty: 5141.954590
	Iteration 3F: 3 clusters Score -3795494 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3796200.750000 Penalty: 5141.954590
	Iteration 4Q: 3 clusters Score -3796201 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3796901.250000 Penalty: 5141.954590
	Iteration 5Q: 3 clusters Score -3796901 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3797585.250000 Penalty: 5141.954590
	Iteration 6Q: 3 clusters Score -3797585 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -3798364.750000 Penalty: 5141.954590
	Iteration 7Q: 3 clusters Score -3798365 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -3799362.500000 Penalty: 5141.954590
	Iteration 8F: 3 clusters Score -3799362 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -3800648.250000 Penalty: 5141.954590
	Iteration 9F: 3 clusters Score -3800648 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -3801997.750000 Penalty: 5141.954590
	Iteration 10F: 3 clusters Score -3801998 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -3802951.750000 Penalty: 5141.954590
	Iteration 11Q: 3 clusters Score -3802952 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -3803512.500000 Penalty: 5141.954590
	Iteration 12Q: 3 clusters Score -3803512 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -3803888.250000 Penalty: 5141.954590
	Iteration 13Q: 3 clusters Score -3803888 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -3804108.750000 Penalty: 5141.954590
	Iteration 14Q: 3 clusters Score -3804109 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -3804243.500000 Penalty: 5141.954590
	Iteration 15Q: 3 clusters Score -3804244 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -3804421.000000 Penalty: 5141.954590
	Iteration 16Q: 3 clusters Score -3804421 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -3804551.500000 Penalty: 5141.954590
	Iteration 17Q: 3 clusters Score -3804552 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3804660.000000 Penalty: 5141.954590
	Iteration 18Q: 3 clusters Score -3804660 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -3804754.750000 Penalty: 5141.954590
	Iteration 19Q: 3 clusters Score -3804755 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -3804823.750000 Penalty: 5141.954590
	Iteration 20F: 3 clusters Score -3804824 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3804904.000000 Penalty: 5141.954590
	Iteration 21Q: 3 clusters Score -3804904 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3805005.000000 Penalty: 5141.954590
	Iteration 22Q: 3 clusters Score -3805005 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -3805117.000000 Penalty: 5141.954590
	Iteration 23Q: 3 clusters Score -3805117 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -3805227.000000 Penalty: 5141.954590
	Iteration 24Q: 3 clusters Score -3805227 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -3805372.250000 Penalty: 5141.954590
	Iteration 25Q: 3 clusters Score -3805372 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -3805536.250000 Penalty: 5141.954590
	Iteration 26Q: 3 clusters Score -3805536 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -3805698.250000 Penalty: 5141.954590
	Iteration 27Q: 3 clusters Score -3805698 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -3805864.500000 Penalty: 5141.954590
	Iteration 28Q: 3 clusters Score -3805864 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -3806042.250000 Penalty: 5141.954590
	Iteration 29Q: 3 clusters Score -3806042 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -3806197.500000 Penalty: 5141.954590
	Iteration 30Q: 3 clusters Score -3806198 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -3806300.250000 Penalty: 5141.954590
	Iteration 31Q: 3 clusters Score -3806300 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3806364.500000 Penalty: 5141.954590
	Iteration 32Q: 3 clusters Score -3806364 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -3806417.000000 Penalty: 5141.954590
	Iteration 33Q: 3 clusters Score -3806417 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -3806457.500000 Penalty: 5141.954590
	Iteration 34Q: 3 clusters Score -3806458 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -3806483.750000 Penalty: 5141.954590
	Iteration 35Q: 3 clusters Score -3806484 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -3806496.000000 Penalty: 5141.954590
	Iteration 36Q: 3 clusters Score -3806496 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -3806510.000000 Penalty: 5141.954590
	Iteration 37Q: 3 clusters Score -3806510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -3806524.250000 Penalty: 5141.954590
	Iteration 38Q: 3 clusters Score -3806524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -3806535.250000 Penalty: 5141.954590
	Iteration 39Q: 3 clusters Score -3806535 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -3806551.500000 Penalty: 5141.954590
	Iteration 40F: 3 clusters Score -3806552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -3806551.750000 Penalty: 5141.954590
	Iteration 41Q: 3 clusters Score -3806552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -3806555.500000 Penalty: 5141.954590
	Iteration 42Q: 3 clusters Score -3806556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -3806553.000000 Penalty: 5141.954590
	Iteration 43Q: 3 clusters Score -3806553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -3806555.500000 Penalty: 5141.954590
	Iteration 44Q: 3 clusters Score -3806556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3806562.250000 Penalty: 5141.954590
	Iteration 45Q: 3 clusters Score -3806562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -3806563.250000 Penalty: 5141.954590
	Iteration 46Q: 3 clusters Score -3806563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3806562.750000 Penalty: 5141.954590
	Iteration 47Q: 3 clusters Score -3806563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -3806559.000000 Penalty: 5141.954590
	Iteration 48Q: 3 clusters Score -3806559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -3806565.250000 Penalty: 5141.954590
	Iteration 49Q: 3 clusters Score -3806565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -3806563.250000 Penalty: 5141.954590
	Iteration 50Q: 3 clusters Score -3806563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -3806564.000000 Penalty: 5141.954590
	Iteration 51Q: 3 clusters Score -3806564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -3806567.750000 Penalty: 5141.954590
	Iteration 52Q: 3 clusters Score -3806568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -3806568.250000 Penalty: 5141.954590
	Iteration 53Q: 3 clusters Score -3806568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -3806564.750000 Penalty: 5141.954590
	Iteration 54Q: 3 clusters Score -3806565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -3806563.250000 Penalty: 5141.954590
	Iteration 55Q: 3 clusters Score -3806563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -3806567.750000 Penalty: 5141.954590
	Iteration 56Q: 3 clusters Score -3806568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -3806564.250000 Penalty: 5141.954590
	Iteration 57Q: 3 clusters Score -3806564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -3806562.500000 Penalty: 5141.954590
	Iteration 58Q: 3 clusters Score -3806562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -3806561.250000 Penalty: 5141.954590
	Iteration 59Q: 3 clusters Score -3806561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -3806568.250000 Penalty: 5141.954590
	Iteration 60F: 3 clusters Score -3806568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -3806572.000000 Penalty: 5141.954590
	Iteration 61Q: 3 clusters Score -3806572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -3806569.750000 Penalty: 5141.954590
	Iteration 62Q: 3 clusters Score -3806570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -3806569.750000 Penalty: 5141.954590
	Iteration 63Q: 3 clusters Score -3806570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -3806569.750000 Penalty: 5141.954590
	Iteration 64F: 3 clusters Score -3806570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Entering Unmasked Estep 
Score: -881950.750000 Penalty: 2218.797607
	Iteration 0F: 2 clusters Score -881950.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -875724.812500 Penalty: 4437.595215
	Iteration 0F: 3 clusters Score -875724.8 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -877604.562500 Penalty: 4437.595215
	Iteration 1F: 3 clusters Score -877604.6 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -878140.062500 Penalty: 4437.595215
	Iteration 2F: 3 clusters Score -878140.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -878682.812500 Penalty: 4437.595215
	Iteration 3F: 3 clusters Score -878682.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -879297.687500 Penalty: 4437.595215
	Iteration 4F: 3 clusters Score -879297.7 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -879924.875000 Penalty: 4437.595215
	Iteration 5F: 3 clusters Score -879924.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -880433.437500 Penalty: 4437.595215
	Iteration 6F: 3 clusters Score -880433.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -880914.375000 Penalty: 4437.595215
	Iteration 7F: 3 clusters Score -880914.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -881236.312500 Penalty: 4437.595215
	Iteration 8F: 3 clusters Score -881236.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -881416.000000 Penalty: 4437.595215
	Iteration 9Q: 3 clusters Score -881416 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -881495.000000 Penalty: 4437.595215
	Iteration 10Q: 3 clusters Score -881495 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -881539.437500 Penalty: 4437.595215
	Iteration 11Q: 3 clusters Score -881539.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -881563.437500 Penalty: 4437.595215
	Iteration 12Q: 3 clusters Score -881563.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -881576.750000 Penalty: 4437.595215
	Iteration 13Q: 3 clusters Score -881576.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -881596.062500 Penalty: 4437.595215
	Iteration 14Q: 3 clusters Score -881596.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -881608.875000 Penalty: 4437.595215
	Iteration 15Q: 3 clusters Score -881608.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -881625.000000 Penalty: 4437.595215
	Iteration 16Q: 3 clusters Score -881625 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -881638.437500 Penalty: 4437.595215
	Iteration 17Q: 3 clusters Score -881638.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -881647.687500 Penalty: 4437.595215
	Iteration 18Q: 3 clusters Score -881647.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -881650.875000 Penalty: 4437.595215
	Iteration 19Q: 3 clusters Score -881650.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -881651.750000 Penalty: 4437.595215
	Iteration 20F: 3 clusters Score -881651.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -881655.500000 Penalty: 4437.595215
	Iteration 21Q: 3 clusters Score -881655.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -881657.312500 Penalty: 4437.595215
	Iteration 22Q: 3 clusters Score -881657.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -881661.812500 Penalty: 4437.595215
	Iteration 23Q: 3 clusters Score -881661.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -881662.312500 Penalty: 4437.595215
	Iteration 24Q: 3 clusters Score -881662.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -881664.062500 Penalty: 4437.595215
	Iteration 25Q: 3 clusters Score -881664.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -881668.187500 Penalty: 4437.595215
	Iteration 26Q: 3 clusters Score -881668.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -881670.000000 Penalty: 4437.595215
	Iteration 27Q: 3 clusters Score -881670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -881673.687500 Penalty: 4437.595215
	Iteration 28Q: 3 clusters Score -881673.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -881676.000000 Penalty: 4437.595215
	Iteration 29Q: 3 clusters Score -881676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -881677.750000 Penalty: 4437.595215
	Iteration 30Q: 3 clusters Score -881677.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -881676.562500 Penalty: 4437.595215
	Iteration 31Q: 3 clusters Score -881676.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -881677.250000 Penalty: 4437.595215
	Iteration 32Q: 3 clusters Score -881677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -881678.500000 Penalty: 4437.595215
	Iteration 33Q: 3 clusters Score -881678.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -881678.500000 Penalty: 4437.595215
	Iteration 34F: 3 clusters Score -881678.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Entering Unmasked Estep 
Score: -775869.062500 Penalty: 2178.320312
	Iteration 0F: 2 clusters Score -775869.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -770375.750000 Penalty: 4356.640625
	Iteration 0F: 3 clusters Score -770375.8 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -771872.875000 Penalty: 4356.640625
	Iteration 1F: 3 clusters Score -771872.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -772176.750000 Penalty: 4356.640625
	Iteration 2F: 3 clusters Score -772176.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -772421.687500 Penalty: 4356.640625
	Iteration 3F: 3 clusters Score -772421.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -772667.625000 Penalty: 4356.640625
	Iteration 4F: 3 clusters Score -772667.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -772877.875000 Penalty: 4356.640625
	Iteration 5Q: 3 clusters Score -772877.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -773082.125000 Penalty: 4356.640625
	Iteration 6Q: 3 clusters Score -773082.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -773281.125000 Penalty: 4356.640625
	Iteration 7Q: 3 clusters Score -773281.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -773496.687500 Penalty: 4356.640625
	Iteration 8Q: 3 clusters Score -773496.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -773717.687500 Penalty: 4356.640625
	Iteration 9Q: 3 clusters Score -773717.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -773923.125000 Penalty: 4356.640625
	Iteration 10Q: 3 clusters Score -773923.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -774088.625000 Penalty: 4356.640625
	Iteration 11Q: 3 clusters Score -774088.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -774219.562500 Penalty: 4356.640625
	Iteration 12Q: 3 clusters Score -774219.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -774311.375000 Penalty: 4356.640625
	Iteration 13Q: 3 clusters Score -774311.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -774378.812500 Penalty: 4356.640625
	Iteration 14Q: 3 clusters Score -774378.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -774424.187500 Penalty: 4356.640625
	Iteration 15Q: 3 clusters Score -774424.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -774466.687500 Penalty: 4356.640625
	Iteration 16Q: 3 clusters Score -774466.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -774499.250000 Penalty: 4356.640625
	Iteration 17Q: 3 clusters Score -774499.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -774519.187500 Penalty: 4356.640625
	Iteration 18Q: 3 clusters Score -774519.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -774541.062500 Penalty: 4356.640625
	Iteration 19Q: 3 clusters Score -774541.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -774558.687500 Penalty: 4356.640625
	Iteration 20F: 3 clusters Score -774558.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -774572.062500 Penalty: 4356.640625
	Iteration 21Q: 3 clusters Score -774572.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -774580.125000 Penalty: 4356.640625
	Iteration 22Q: 3 clusters Score -774580.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -774584.187500 Penalty: 4356.640625
	Iteration 23Q: 3 clusters Score -774584.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -774587.562500 Penalty: 4356.640625
	Iteration 24Q: 3 clusters Score -774587.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -774589.812500 Penalty: 4356.640625
	Iteration 25Q: 3 clusters Score -774589.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -774590.375000 Penalty: 4356.640625
	Iteration 26Q: 3 clusters Score -774590.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -774592.375000 Penalty: 4356.640625
	Iteration 27Q: 3 clusters Score -774592.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -774592.125000 Penalty: 4356.640625
	Iteration 28Q: 3 clusters Score -774592.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -774593.687500 Penalty: 4356.640625
	Iteration 29Q: 3 clusters Score -774593.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -774594.625000 Penalty: 4356.640625
	Iteration 30Q: 3 clusters Score -774594.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -774594.625000 Penalty: 4356.640625
	Iteration 31F: 3 clusters Score -774594.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -43677.015625 Penalty: 1484.640137
	Iteration 0F: 2 clusters Score -43677.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42247.093750 Penalty: 2969.280273
	Iteration 0F: 3 clusters Score -42247.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42411.210938 Penalty: 2969.280273
	Iteration 1F: 3 clusters Score -42411.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42471.210938 Penalty: 2969.280273
	Iteration 2Q: 3 clusters Score -42471.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42518.585938 Penalty: 2969.280273
	Iteration 3Q: 3 clusters Score -42518.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42539.144531 Penalty: 2969.280273
	Iteration 4Q: 3 clusters Score -42539.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42576.003906 Penalty: 2969.280273
	Iteration 5Q: 3 clusters Score -42576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42578.820312 Penalty: 2969.280273
	Iteration 6Q: 3 clusters Score -42578.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -42580.539062 Penalty: 2969.280273
	Iteration 7Q: 3 clusters Score -42580.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42581.996094 Penalty: 2969.280273
	Iteration 8Q: 3 clusters Score -42582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42583.031250 Penalty: 2969.280273
	Iteration 9Q: 3 clusters Score -42583.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42583.031250 Penalty: 2969.280273
	Iteration 10F: 3 clusters Score -42583.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (56729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Entering Unmasked Estep 
Score: -6807872.500000 Penalty: 2714.618164
	Iteration 0F: 2 clusters Score -6807872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -6769917.500000 Penalty: 5429.236328
	Iteration 0F: 3 clusters Score -6769918 nChanged 26347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -6784379.500000 Penalty: 5429.236328
	Iteration 1F: 3 clusters Score -6784380 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -6785076.500000 Penalty: 5429.236328
	Iteration 2Q: 3 clusters Score -6785076 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -6786005.000000 Penalty: 5429.236328
	Iteration 3Q: 3 clusters Score -6786005 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -6787438.500000 Penalty: 5429.236328
	Iteration 4Q: 3 clusters Score -6787438 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -6789468.000000 Penalty: 5429.236328
	Iteration 5F: 3 clusters Score -6789468 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -6792193.000000 Penalty: 5429.236328
	Iteration 6F: 3 clusters Score -6792193 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -6795247.000000 Penalty: 5429.236328
	Iteration 7F: 3 clusters Score -6795247 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -6798211.000000 Penalty: 5429.236328
	Iteration 8F: 3 clusters Score -6798211 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -6800799.500000 Penalty: 5429.236328
	Iteration 9F: 3 clusters Score -6800800 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 52499 members 
Entering Unmasked Estep 
Score: -6802679.000000 Penalty: 5429.236328
	Iteration 10Q: 3 clusters Score -6802679 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -6803875.500000 Penalty: 5429.236328
	Iteration 11Q: 3 clusters Score -6803876 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -6804598.500000 Penalty: 5429.236328
	Iteration 12Q: 3 clusters Score -6804598 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -6805012.500000 Penalty: 5429.236328
	Iteration 13Q: 3 clusters Score -6805012 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 55875 members 
Entering Unmasked Estep 
Score: -6805237.500000 Penalty: 5429.236328
	Iteration 14Q: 3 clusters Score -6805238 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 56021 members 
Entering Unmasked Estep 
Score: -6805367.000000 Penalty: 5429.236328
	Iteration 15Q: 3 clusters Score -6805367 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 56103 members 
Entering Unmasked Estep 
Score: -6805464.500000 Penalty: 5429.236328
	Iteration 16Q: 3 clusters Score -6805464 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 56144 members 
Entering Unmasked Estep 
Score: -6805499.000000 Penalty: 5429.236328
	Iteration 17Q: 3 clusters Score -6805499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -6805519.000000 Penalty: 5429.236328
	Iteration 18Q: 3 clusters Score -6805519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -6805538.000000 Penalty: 5429.236328
	Iteration 19Q: 3 clusters Score -6805538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 56203 members 
Entering Unmasked Estep 
Score: -6805550.000000 Penalty: 5429.236328
	Iteration 20F: 3 clusters Score -6805550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -6805553.000000 Penalty: 5429.236328
	Iteration 21Q: 3 clusters Score -6805553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 56214 members 
Entering Unmasked Estep 
Score: -6805555.000000 Penalty: 5429.236328
	Iteration 22Q: 3 clusters Score -6805555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 56221 members 
Entering Unmasked Estep 
Score: -6805571.000000 Penalty: 5429.236328
	Iteration 23Q: 3 clusters Score -6805571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -6805565.000000 Penalty: 5429.236328
	Iteration 24Q: 3 clusters Score -6805565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 56229 members 
Entering Unmasked Estep 
Score: -6805567.500000 Penalty: 5429.236328
	Iteration 25Q: 3 clusters Score -6805568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -6805566.500000 Penalty: 5429.236328
	Iteration 26Q: 3 clusters Score -6805566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -6805573.500000 Penalty: 5429.236328
	Iteration 27Q: 3 clusters Score -6805574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -6805566.500000 Penalty: 5429.236328
	Iteration 28Q: 3 clusters Score -6805566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 56233 members 
Entering Unmasked Estep 
Score: -6805572.000000 Penalty: 5429.236328
	Iteration 29Q: 3 clusters Score -6805572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 56235 members 
Entering Unmasked Estep 
Score: -6805571.000000 Penalty: 5429.236328
	Iteration 30Q: 3 clusters Score -6805571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 56235 members 
Entering Unmasked Estep 
Score: -6805571.000000 Penalty: 5429.236328
	Iteration 31F: 3 clusters Score -6805571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (58279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Entering Unmasked Estep 
Score: -7158907.000000 Penalty: 2721.303223
	Iteration 0F: 2 clusters Score -7158907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -7119743.000000 Penalty: 5442.606445
	Iteration 0F: 3 clusters Score -7119743 nChanged 27095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -7134905.500000 Penalty: 5442.606445
	Iteration 1F: 3 clusters Score -7134906 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -7135314.500000 Penalty: 5442.606445
	Iteration 2Q: 3 clusters Score -7135314 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -7135763.000000 Penalty: 5442.606445
	Iteration 3Q: 3 clusters Score -7135763 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -7136191.000000 Penalty: 5442.606445
	Iteration 4Q: 3 clusters Score -7136191 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -7136752.500000 Penalty: 5442.606445
	Iteration 5Q: 3 clusters Score -7136752 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -7137395.500000 Penalty: 5442.606445
	Iteration 6Q: 3 clusters Score -7137396 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -7138244.000000 Penalty: 5442.606445
	Iteration 7Q: 3 clusters Score -7138244 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -7139647.500000 Penalty: 5442.606445
	Iteration 8Q: 3 clusters Score -7139648 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -7141715.000000 Penalty: 5442.606445
	Iteration 9F: 3 clusters Score -7141715 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -7144510.500000 Penalty: 5442.606445
	Iteration 10F: 3 clusters Score -7144510 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -7147573.500000 Penalty: 5442.606445
	Iteration 11F: 3 clusters Score -7147574 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -7150390.500000 Penalty: 5442.606445
	Iteration 12F: 3 clusters Score -7150390 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -7152563.500000 Penalty: 5442.606445
	Iteration 13Q: 3 clusters Score -7152564 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 54876 members 
Entering Unmasked Estep 
Score: -7154086.000000 Penalty: 5442.606445
	Iteration 14Q: 3 clusters Score -7154086 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 56089 members 
Entering Unmasked Estep 
Score: -7155045.000000 Penalty: 5442.606445
	Iteration 15Q: 3 clusters Score -7155045 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -7155619.500000 Penalty: 5442.606445
	Iteration 16Q: 3 clusters Score -7155620 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 57179 members 
Entering Unmasked Estep 
Score: -7155958.000000 Penalty: 5442.606445
	Iteration 17Q: 3 clusters Score -7155958 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 57414 members 
Entering Unmasked Estep 
Score: -7156149.500000 Penalty: 5442.606445
	Iteration 18Q: 3 clusters Score -7156150 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -7156284.500000 Penalty: 5442.606445
	Iteration 19Q: 3 clusters Score -7156284 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -7156363.500000 Penalty: 5442.606445
	Iteration 20F: 3 clusters Score -7156364 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 57704 members 
Entering Unmasked Estep 
Score: -7156414.000000 Penalty: 5442.606445
	Iteration 21Q: 3 clusters Score -7156414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -7156453.500000 Penalty: 5442.606445
	Iteration 22Q: 3 clusters Score -7156454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 57775 members 
Entering Unmasked Estep 
Score: -7156490.000000 Penalty: 5442.606445
	Iteration 23Q: 3 clusters Score -7156490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 57795 members 
Entering Unmasked Estep 
Score: -7156518.500000 Penalty: 5442.606445
	Iteration 24Q: 3 clusters Score -7156518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 57811 members 
Entering Unmasked Estep 
Score: -7156532.000000 Penalty: 5442.606445
	Iteration 25Q: 3 clusters Score -7156532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 57817 members 
Entering Unmasked Estep 
Score: -7156544.500000 Penalty: 5442.606445
	Iteration 26Q: 3 clusters Score -7156544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 57826 members 
Entering Unmasked Estep 
Score: -7156558.000000 Penalty: 5442.606445
	Iteration 27Q: 3 clusters Score -7156558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -7156567.500000 Penalty: 5442.606445
	Iteration 28Q: 3 clusters Score -7156568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -7156572.500000 Penalty: 5442.606445
	Iteration 29Q: 3 clusters Score -7156572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -7156574.000000 Penalty: 5442.606445
	Iteration 30Q: 3 clusters Score -7156574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 57837 members 
Entering Unmasked Estep 
Score: -7156579.500000 Penalty: 5442.606445
	Iteration 31Q: 3 clusters Score -7156580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 57842 members 
Entering Unmasked Estep 
Score: -7156583.000000 Penalty: 5442.606445
	Iteration 32Q: 3 clusters Score -7156583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -7156583.500000 Penalty: 5442.606445
	Iteration 33Q: 3 clusters Score -7156584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -7156584.500000 Penalty: 5442.606445
	Iteration 34Q: 3 clusters Score -7156584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
Score: -7156584.500000 Penalty: 5442.606445
	Iteration 35Q: 3 clusters Score -7156584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
Score: -7156584.500000 Penalty: 5442.606445
	Iteration 36F: 3 clusters Score -7156584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -237082.484375 Penalty: 1877.214111
	Iteration 0F: 2 clusters Score -237082.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -234500.031250 Penalty: 3754.428223
	Iteration 0F: 3 clusters Score -234500 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -234997.703125 Penalty: 3754.428223
	Iteration 1F: 3 clusters Score -234997.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -235147.750000 Penalty: 3754.428223
	Iteration 2F: 3 clusters Score -235147.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -235291.078125 Penalty: 3754.428223
	Iteration 3F: 3 clusters Score -235291.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -235493.687500 Penalty: 3754.428223
	Iteration 4F: 3 clusters Score -235493.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -235862.312500 Penalty: 3754.428223
	Iteration 5F: 3 clusters Score -235862.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -236161.703125 Penalty: 3754.428223
	Iteration 6F: 3 clusters Score -236161.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -236318.906250 Penalty: 3754.428223
	Iteration 7F: 3 clusters Score -236318.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -236422.281250 Penalty: 3754.428223
	Iteration 8Q: 3 clusters Score -236422.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -236536.890625 Penalty: 3754.428223
	Iteration 9Q: 3 clusters Score -236536.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -236617.968750 Penalty: 3754.428223
	Iteration 10Q: 3 clusters Score -236618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -236682.625000 Penalty: 3754.428223
	Iteration 11Q: 3 clusters Score -236682.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -236720.718750 Penalty: 3754.428223
	Iteration 12Q: 3 clusters Score -236720.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -236744.546875 Penalty: 3754.428223
	Iteration 13Q: 3 clusters Score -236744.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -236762.703125 Penalty: 3754.428223
	Iteration 14Q: 3 clusters Score -236762.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -236771.156250 Penalty: 3754.428223
	Iteration 15Q: 3 clusters Score -236771.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -236777.375000 Penalty: 3754.428223
	Iteration 16Q: 3 clusters Score -236777.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -236781.390625 Penalty: 3754.428223
	Iteration 17Q: 3 clusters Score -236781.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -236786.000000 Penalty: 3754.428223
	Iteration 18Q: 3 clusters Score -236786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -236786.000000 Penalty: 3754.428223
	Iteration 19F: 3 clusters Score -236786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (72136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72136 members 
Entering Unmasked Estep 
Score: -8777729.000000 Penalty: 2774.204590
	Iteration 0F: 2 clusters Score -8777729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -8729301.000000 Penalty: 5548.409180
	Iteration 0F: 3 clusters Score -8729301 nChanged 33743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -8748814.000000 Penalty: 5548.409180
	Iteration 1F: 3 clusters Score -8748814 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -8749659.000000 Penalty: 5548.409180
	Iteration 2Q: 3 clusters Score -8749659 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -8750657.000000 Penalty: 5548.409180
	Iteration 3Q: 3 clusters Score -8750657 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -8751944.000000 Penalty: 5548.409180
	Iteration 4Q: 3 clusters Score -8751944 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -8753435.000000 Penalty: 5548.409180
	Iteration 5Q: 3 clusters Score -8753435 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -8755286.000000 Penalty: 5548.409180
	Iteration 6F: 3 clusters Score -8755286 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -8757668.000000 Penalty: 5548.409180
	Iteration 7F: 3 clusters Score -8757668 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -8760530.000000 Penalty: 5548.409180
	Iteration 8F: 3 clusters Score -8760530 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -8763697.000000 Penalty: 5548.409180
	Iteration 9F: 3 clusters Score -8763697 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -8766199.000000 Penalty: 5548.409180
	Iteration 10F: 3 clusters Score -8766199 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -8767589.000000 Penalty: 5548.409180
	Iteration 11Q: 3 clusters Score -8767589 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -8768250.000000 Penalty: 5548.409180
	Iteration 12Q: 3 clusters Score -8768250 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -8768551.000000 Penalty: 5548.409180
	Iteration 13Q: 3 clusters Score -8768551 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -8768749.000000 Penalty: 5548.409180
	Iteration 14Q: 3 clusters Score -8768749 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -8768840.000000 Penalty: 5548.409180
	Iteration 15Q: 3 clusters Score -8768840 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -8768928.000000 Penalty: 5548.409180
	Iteration 16Q: 3 clusters Score -8768928 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -8769062.000000 Penalty: 5548.409180
	Iteration 17Q: 3 clusters Score -8769062 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -8769118.000000 Penalty: 5548.409180
	Iteration 18Q: 3 clusters Score -8769118 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -8769188.000000 Penalty: 5548.409180
	Iteration 19Q: 3 clusters Score -8769188 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -8769249.000000 Penalty: 5548.409180
	Iteration 20F: 3 clusters Score -8769249 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -8769280.000000 Penalty: 5548.409180
	Iteration 21Q: 3 clusters Score -8769280 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -8769332.000000 Penalty: 5548.409180
	Iteration 22Q: 3 clusters Score -8769332 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -8769361.000000 Penalty: 5548.409180
	Iteration 23Q: 3 clusters Score -8769361 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -8769409.000000 Penalty: 5548.409180
	Iteration 24Q: 3 clusters Score -8769409 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -8769430.000000 Penalty: 5548.409180
	Iteration 25Q: 3 clusters Score -8769430 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -8769458.000000 Penalty: 5548.409180
	Iteration 26Q: 3 clusters Score -8769458 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -8769465.000000 Penalty: 5548.409180
	Iteration 27Q: 3 clusters Score -8769465 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -8769490.000000 Penalty: 5548.409180
	Iteration 28Q: 3 clusters Score -8769490 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -8769519.000000 Penalty: 5548.409180
	Iteration 29Q: 3 clusters Score -8769519 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -8769518.000000 Penalty: 5548.409180
	Iteration 30Q: 3 clusters Score -8769518 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -8769530.000000 Penalty: 5548.409180
	Iteration 31Q: 3 clusters Score -8769530 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -8769542.000000 Penalty: 5548.409180
	Iteration 32Q: 3 clusters Score -8769542 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -8769561.000000 Penalty: 5548.409180
	Iteration 33Q: 3 clusters Score -8769561 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -8769564.000000 Penalty: 5548.409180
	Iteration 34Q: 3 clusters Score -8769564 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -8769614.000000 Penalty: 5548.409180
	Iteration 35Q: 3 clusters Score -8769614 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -8769616.000000 Penalty: 5548.409180
	Iteration 36Q: 3 clusters Score -8769616 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -8769602.000000 Penalty: 5548.409180
	Iteration 37Q: 3 clusters Score -8769602 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -8769607.000000 Penalty: 5548.409180
	Iteration 38Q: 3 clusters Score -8769607 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -8769613.000000 Penalty: 5548.409180
	Iteration 39Q: 3 clusters Score -8769613 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -8769628.000000 Penalty: 5548.409180
	Iteration 40F: 3 clusters Score -8769628 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -8769657.000000 Penalty: 5548.409180
	Iteration 41Q: 3 clusters Score -8769657 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -8769676.000000 Penalty: 5548.409180
	Iteration 42Q: 3 clusters Score -8769676 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -8769688.000000 Penalty: 5548.409180
	Iteration 43Q: 3 clusters Score -8769688 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -8769728.000000 Penalty: 5548.409180
	Iteration 44Q: 3 clusters Score -8769728 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51184 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -8769754.000000 Penalty: 5548.409180
	Iteration 45Q: 3 clusters Score -8769754 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51418 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -8769820.000000 Penalty: 5548.409180
	Iteration 46Q: 3 clusters Score -8769820 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -8769889.000000 Penalty: 5548.409180
	Iteration 47Q: 3 clusters Score -8769889 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -8769956.000000 Penalty: 5548.409180
	Iteration 48Q: 3 clusters Score -8769956 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -8770013.000000 Penalty: 5548.409180
	Iteration 49Q: 3 clusters Score -8770013 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52684 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -8770118.000000 Penalty: 5548.409180
	Iteration 50Q: 3 clusters Score -8770118 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -8770303.000000 Penalty: 5548.409180
	Iteration 51Q: 3 clusters Score -8770303 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -8770430.000000 Penalty: 5548.409180
	Iteration 52Q: 3 clusters Score -8770430 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -8770629.000000 Penalty: 5548.409180
	Iteration 53Q: 3 clusters Score -8770629 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -8770776.000000 Penalty: 5548.409180
	Iteration 54Q: 3 clusters Score -8770776 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -8770898.000000 Penalty: 5548.409180
	Iteration 55Q: 3 clusters Score -8770898 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -8771067.000000 Penalty: 5548.409180
	Iteration 56Q: 3 clusters Score -8771067 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -8771216.000000 Penalty: 5548.409180
	Iteration 57Q: 3 clusters Score -8771216 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -8771317.000000 Penalty: 5548.409180
	Iteration 58Q: 3 clusters Score -8771317 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57212 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -8771442.000000 Penalty: 5548.409180
	Iteration 59Q: 3 clusters Score -8771442 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57699 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -8771526.000000 Penalty: 5548.409180
	Iteration 60F: 3 clusters Score -8771526 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -8771611.000000 Penalty: 5548.409180
	Iteration 61Q: 3 clusters Score -8771611 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -8771706.000000 Penalty: 5548.409180
	Iteration 62Q: 3 clusters Score -8771706 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -8771820.000000 Penalty: 5548.409180
	Iteration 63Q: 3 clusters Score -8771820 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -8771931.000000 Penalty: 5548.409180
	Iteration 64Q: 3 clusters Score -8771931 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59895 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -8772042.000000 Penalty: 5548.409180
	Iteration 65Q: 3 clusters Score -8772042 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -8772091.000000 Penalty: 5548.409180
	Iteration 66Q: 3 clusters Score -8772091 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60866 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -8772247.000000 Penalty: 5548.409180
	Iteration 67Q: 3 clusters Score -8772247 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -8772393.000000 Penalty: 5548.409180
	Iteration 68Q: 3 clusters Score -8772393 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61952 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -8772513.000000 Penalty: 5548.409180
	Iteration 69Q: 3 clusters Score -8772513 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -8772691.000000 Penalty: 5548.409180
	Iteration 70Q: 3 clusters Score -8772691 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62997 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -8772797.000000 Penalty: 5548.409180
	Iteration 71Q: 3 clusters Score -8772797 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63500 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -8772918.000000 Penalty: 5548.409180
	Iteration 72Q: 3 clusters Score -8772918 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64029 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -8773095.000000 Penalty: 5548.409180
	Iteration 73Q: 3 clusters Score -8773095 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -8773284.000000 Penalty: 5548.409180
	Iteration 74Q: 3 clusters Score -8773284 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65128 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -8773409.000000 Penalty: 5548.409180
	Iteration 75Q: 3 clusters Score -8773409 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65653 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -8773554.000000 Penalty: 5548.409180
	Iteration 76Q: 3 clusters Score -8773554 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66173 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -8773780.000000 Penalty: 5548.409180
	Iteration 77Q: 3 clusters Score -8773780 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66672 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -8773959.000000 Penalty: 5548.409180
	Iteration 78Q: 3 clusters Score -8773959 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67194 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -8774171.000000 Penalty: 5548.409180
	Iteration 79Q: 3 clusters Score -8774171 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67640 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -8774339.000000 Penalty: 5548.409180
	Iteration 80F: 3 clusters Score -8774339 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68053 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -8774490.000000 Penalty: 5548.409180
	Iteration 81Q: 3 clusters Score -8774490 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68414 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -8774667.000000 Penalty: 5548.409180
	Iteration 82Q: 3 clusters Score -8774667 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -8774783.000000 Penalty: 5548.409180
	Iteration 83Q: 3 clusters Score -8774783 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69066 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -8774934.000000 Penalty: 5548.409180
	Iteration 84Q: 3 clusters Score -8774934 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69348 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -8775036.000000 Penalty: 5548.409180
	Iteration 85Q: 3 clusters Score -8775036 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -8775134.000000 Penalty: 5548.409180
	Iteration 86Q: 3 clusters Score -8775134 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69779 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -8775220.000000 Penalty: 5548.409180
	Iteration 87Q: 3 clusters Score -8775220 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -8775270.000000 Penalty: 5548.409180
	Iteration 88Q: 3 clusters Score -8775270 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -8775317.000000 Penalty: 5548.409180
	Iteration 89Q: 3 clusters Score -8775317 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70128 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8775329.000000 Penalty: 5548.409180
	Iteration 90Q: 3 clusters Score -8775329 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70201 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -8775349.000000 Penalty: 5548.409180
	Iteration 91Q: 3 clusters Score -8775349 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8775376.000000 Penalty: 5548.409180
	Iteration 92Q: 3 clusters Score -8775376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70338 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -8775421.000000 Penalty: 5548.409180
	Iteration 93Q: 3 clusters Score -8775421 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70385 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8775428.000000 Penalty: 5548.409180
	Iteration 94Q: 3 clusters Score -8775428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70426 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8775440.000000 Penalty: 5548.409180
	Iteration 95Q: 3 clusters Score -8775440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70463 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8775469.000000 Penalty: 5548.409180
	Iteration 96Q: 3 clusters Score -8775469 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70509 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8775496.000000 Penalty: 5548.409180
	Iteration 97Q: 3 clusters Score -8775496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70546 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -8775502.000000 Penalty: 5548.409180
	Iteration 98Q: 3 clusters Score -8775502 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8775508.000000 Penalty: 5548.409180
	Iteration 99Q: 3 clusters Score -8775508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70616 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8775524.000000 Penalty: 5548.409180
	Iteration 100F: 3 clusters Score -8775524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70637 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8775531.000000 Penalty: 5548.409180
	Iteration 101Q: 3 clusters Score -8775531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70662 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8775543.000000 Penalty: 5548.409180
	Iteration 102Q: 3 clusters Score -8775543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70681 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8775539.000000 Penalty: 5548.409180
	Iteration 103Q: 3 clusters Score -8775539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70699 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8775539.000000 Penalty: 5548.409180
	Iteration 104Q: 3 clusters Score -8775539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70716 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -8775553.000000 Penalty: 5548.409180
	Iteration 105Q: 3 clusters Score -8775553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70732 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8775556.000000 Penalty: 5548.409180
	Iteration 106Q: 3 clusters Score -8775556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70746 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8775561.000000 Penalty: 5548.409180
	Iteration 107Q: 3 clusters Score -8775561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70760 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -8775574.000000 Penalty: 5548.409180
	Iteration 108Q: 3 clusters Score -8775574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70767 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8775577.000000 Penalty: 5548.409180
	Iteration 109Q: 3 clusters Score -8775577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70774 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -8775583.000000 Penalty: 5548.409180
	Iteration 110Q: 3 clusters Score -8775583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70781 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8775578.000000 Penalty: 5548.409180
	Iteration 111Q: 3 clusters Score -8775578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70786 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8775580.000000 Penalty: 5548.409180
	Iteration 112Q: 3 clusters Score -8775580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70787 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8775584.000000 Penalty: 5548.409180
	Iteration 113Q: 3 clusters Score -8775584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70794 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -8775589.000000 Penalty: 5548.409180
	Iteration 114Q: 3 clusters Score -8775589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70797 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -8775582.000000 Penalty: 5548.409180
	Iteration 115Q: 3 clusters Score -8775582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70801 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8775582.000000 Penalty: 5548.409180
	Iteration 116Q: 3 clusters Score -8775582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70807 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8775593.000000 Penalty: 5548.409180
	Iteration 117Q: 3 clusters Score -8775593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70816 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8775603.000000 Penalty: 5548.409180
	Iteration 118Q: 3 clusters Score -8775603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70823 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8775610.000000 Penalty: 5548.409180
	Iteration 119Q: 3 clusters Score -8775610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8775611.000000 Penalty: 5548.409180
	Iteration 120F: 3 clusters Score -8775611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70834 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8775612.000000 Penalty: 5548.409180
	Iteration 121Q: 3 clusters Score -8775612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70842 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -8775623.000000 Penalty: 5548.409180
	Iteration 122Q: 3 clusters Score -8775623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70850 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8775623.000000 Penalty: 5548.409180
	Iteration 123Q: 3 clusters Score -8775623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70859 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8775631.000000 Penalty: 5548.409180
	Iteration 124Q: 3 clusters Score -8775631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70865 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8775620.000000 Penalty: 5548.409180
	Iteration 125Q: 3 clusters Score -8775620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8775617.000000 Penalty: 5548.409180
	Iteration 126Q: 3 clusters Score -8775617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70872 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8775619.000000 Penalty: 5548.409180
	Iteration 127Q: 3 clusters Score -8775619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70874 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8775621.000000 Penalty: 5548.409180
	Iteration 128Q: 3 clusters Score -8775621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70875 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8775622.000000 Penalty: 5548.409180
	Iteration 129Q: 3 clusters Score -8775622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70877 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8775629.000000 Penalty: 5548.409180
	Iteration 130Q: 3 clusters Score -8775629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8775627.000000 Penalty: 5548.409180
	Iteration 131Q: 3 clusters Score -8775627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70880 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8775621.000000 Penalty: 5548.409180
	Iteration 132Q: 3 clusters Score -8775621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70880 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8775621.000000 Penalty: 5548.409180
	Iteration 133F: 3 clusters Score -8775621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Entering Unmasked Estep 
Score: -535943.250000 Penalty: 2089.799805
	Iteration 0F: 2 clusters Score -535943.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -531676.437500 Penalty: 4179.599609
	Iteration 0F: 3 clusters Score -531676.4 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -532857.937500 Penalty: 4179.599609
	Iteration 1F: 3 clusters Score -532857.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -533216.562500 Penalty: 4179.599609
	Iteration 2F: 3 clusters Score -533216.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -533499.312500 Penalty: 4179.599609
	Iteration 3F: 3 clusters Score -533499.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -533712.000000 Penalty: 4179.599609
	Iteration 4F: 3 clusters Score -533712 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -533927.000000 Penalty: 4179.599609
	Iteration 5F: 3 clusters Score -533927 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -534121.562500 Penalty: 4179.599609
	Iteration 6Q: 3 clusters Score -534121.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -534322.937500 Penalty: 4179.599609
	Iteration 7Q: 3 clusters Score -534322.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -534488.000000 Penalty: 4179.599609
	Iteration 8Q: 3 clusters Score -534488 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -534611.062500 Penalty: 4179.599609
	Iteration 9Q: 3 clusters Score -534611.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -534665.000000 Penalty: 4179.599609
	Iteration 10Q: 3 clusters Score -534665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -534685.312500 Penalty: 4179.599609
	Iteration 11Q: 3 clusters Score -534685.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -534704.437500 Penalty: 4179.599609
	Iteration 12Q: 3 clusters Score -534704.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -534723.625000 Penalty: 4179.599609
	Iteration 13Q: 3 clusters Score -534723.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -534739.750000 Penalty: 4179.599609
	Iteration 14Q: 3 clusters Score -534739.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -534751.437500 Penalty: 4179.599609
	Iteration 15Q: 3 clusters Score -534751.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -534757.187500 Penalty: 4179.599609
	Iteration 16Q: 3 clusters Score -534757.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -534761.750000 Penalty: 4179.599609
	Iteration 17Q: 3 clusters Score -534761.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -534763.375000 Penalty: 4179.599609
	Iteration 18Q: 3 clusters Score -534763.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -534765.250000 Penalty: 4179.599609
	Iteration 19Q: 3 clusters Score -534765.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -534767.750000 Penalty: 4179.599609
	Iteration 20F: 3 clusters Score -534767.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -534769.687500 Penalty: 4179.599609
	Iteration 21Q: 3 clusters Score -534769.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -534768.937500 Penalty: 4179.599609
	Iteration 22Q: 3 clusters Score -534768.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -534769.125000 Penalty: 4179.599609
	Iteration 23Q: 3 clusters Score -534769.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -534770.000000 Penalty: 4179.599609
	Iteration 24Q: 3 clusters Score -534770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -534771.750000 Penalty: 4179.599609
	Iteration 25Q: 3 clusters Score -534771.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -534772.312500 Penalty: 4179.599609
	Iteration 26Q: 3 clusters Score -534772.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -534772.312500 Penalty: 4179.599609
	Iteration 27F: 3 clusters Score -534772.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Entering Unmasked Estep 
Score: -428818.750000 Penalty: 2035.975952
	Iteration 0F: 2 clusters Score -428818.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -425146.937500 Penalty: 4071.951904
	Iteration 0F: 3 clusters Score -425146.9 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -426008.218750 Penalty: 4071.951904
	Iteration 1F: 3 clusters Score -426008.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -426277.656250 Penalty: 4071.951904
	Iteration 2F: 3 clusters Score -426277.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -426506.187500 Penalty: 4071.951904
	Iteration 3F: 3 clusters Score -426506.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -426746.375000 Penalty: 4071.951904
	Iteration 4F: 3 clusters Score -426746.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -426992.781250 Penalty: 4071.951904
	Iteration 5F: 3 clusters Score -426992.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -427185.375000 Penalty: 4071.951904
	Iteration 6F: 3 clusters Score -427185.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -427347.187500 Penalty: 4071.951904
	Iteration 7Q: 3 clusters Score -427347.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -427463.906250 Penalty: 4071.951904
	Iteration 8Q: 3 clusters Score -427463.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -427532.781250 Penalty: 4071.951904
	Iteration 9Q: 3 clusters Score -427532.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -427585.781250 Penalty: 4071.951904
	Iteration 10Q: 3 clusters Score -427585.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -427632.500000 Penalty: 4071.951904
	Iteration 11Q: 3 clusters Score -427632.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -427661.937500 Penalty: 4071.951904
	Iteration 12Q: 3 clusters Score -427661.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -427694.843750 Penalty: 4071.951904
	Iteration 13Q: 3 clusters Score -427694.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -427723.093750 Penalty: 4071.951904
	Iteration 14Q: 3 clusters Score -427723.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -427750.843750 Penalty: 4071.951904
	Iteration 15Q: 3 clusters Score -427750.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -427781.031250 Penalty: 4071.951904
	Iteration 16Q: 3 clusters Score -427781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -427799.843750 Penalty: 4071.951904
	Iteration 17Q: 3 clusters Score -427799.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -427818.625000 Penalty: 4071.951904
	Iteration 18Q: 3 clusters Score -427818.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -427841.625000 Penalty: 4071.951904
	Iteration 19Q: 3 clusters Score -427841.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -427859.468750 Penalty: 4071.951904
	Iteration 20F: 3 clusters Score -427859.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -427872.812500 Penalty: 4071.951904
	Iteration 21Q: 3 clusters Score -427872.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -427882.312500 Penalty: 4071.951904
	Iteration 22Q: 3 clusters Score -427882.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -427892.343750 Penalty: 4071.951904
	Iteration 23Q: 3 clusters Score -427892.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -427905.843750 Penalty: 4071.951904
	Iteration 24Q: 3 clusters Score -427905.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -427918.281250 Penalty: 4071.951904
	Iteration 25Q: 3 clusters Score -427918.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -427935.187500 Penalty: 4071.951904
	Iteration 26Q: 3 clusters Score -427935.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -427947.343750 Penalty: 4071.951904
	Iteration 27Q: 3 clusters Score -427947.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -427968.000000 Penalty: 4071.951904
	Iteration 28Q: 3 clusters Score -427968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -427987.031250 Penalty: 4071.951904
	Iteration 29Q: 3 clusters Score -427987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -428003.937500 Penalty: 4071.951904
	Iteration 30Q: 3 clusters Score -428003.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -428022.218750 Penalty: 4071.951904
	Iteration 31Q: 3 clusters Score -428022.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -428035.781250 Penalty: 4071.951904
	Iteration 32Q: 3 clusters Score -428035.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -428042.468750 Penalty: 4071.951904
	Iteration 33Q: 3 clusters Score -428042.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -428048.531250 Penalty: 4071.951904
	Iteration 34Q: 3 clusters Score -428048.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -428053.906250 Penalty: 4071.951904
	Iteration 35Q: 3 clusters Score -428053.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -428056.750000 Penalty: 4071.951904
	Iteration 36Q: 3 clusters Score -428056.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -428063.343750 Penalty: 4071.951904
	Iteration 37Q: 3 clusters Score -428063.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -428072.812500 Penalty: 4071.951904
	Iteration 38Q: 3 clusters Score -428072.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -428080.750000 Penalty: 4071.951904
	Iteration 39Q: 3 clusters Score -428080.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -428090.500000 Penalty: 4071.951904
	Iteration 40F: 3 clusters Score -428090.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -428101.531250 Penalty: 4071.951904
	Iteration 41Q: 3 clusters Score -428101.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -428122.062500 Penalty: 4071.951904
	Iteration 42Q: 3 clusters Score -428122.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -428162.125000 Penalty: 4071.951904
	Iteration 43Q: 3 clusters Score -428162.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -428207.000000 Penalty: 4071.951904
	Iteration 44Q: 3 clusters Score -428207 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -428258.468750 Penalty: 4071.951904
	Iteration 45Q: 3 clusters Score -428258.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -428320.250000 Penalty: 4071.951904
	Iteration 46Q: 3 clusters Score -428320.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -428402.125000 Penalty: 4071.951904
	Iteration 47Q: 3 clusters Score -428402.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -428465.500000 Penalty: 4071.951904
	Iteration 48Q: 3 clusters Score -428465.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -428524.656250 Penalty: 4071.951904
	Iteration 49Q: 3 clusters Score -428524.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -428576.781250 Penalty: 4071.951904
	Iteration 50Q: 3 clusters Score -428576.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -428645.812500 Penalty: 4071.951904
	Iteration 51Q: 3 clusters Score -428645.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -428711.093750 Penalty: 4071.951904
	Iteration 52Q: 3 clusters Score -428711.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -428752.062500 Penalty: 4071.951904
	Iteration 53Q: 3 clusters Score -428752.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -428767.281250 Penalty: 4071.951904
	Iteration 54Q: 3 clusters Score -428767.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -428770.031250 Penalty: 4071.951904
	Iteration 55Q: 3 clusters Score -428770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -428772.000000 Penalty: 4071.951904
	Iteration 56Q: 3 clusters Score -428772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -428772.187500 Penalty: 4071.951904
	Iteration 57Q: 3 clusters Score -428772.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -428772.187500 Penalty: 4071.951904
	Iteration 58F: 3 clusters Score -428772.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Entering Unmasked Estep 
Score: -158246.734375 Penalty: 1782.539062
	Iteration 0F: 2 clusters Score -158246.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -156098.406250 Penalty: 3565.078125
	Iteration 0F: 3 clusters Score -156098.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -156486.234375 Penalty: 3565.078125
	Iteration 1F: 3 clusters Score -156486.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -156596.359375 Penalty: 3565.078125
	Iteration 2F: 3 clusters Score -156596.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -156638.921875 Penalty: 3565.078125
	Iteration 3Q: 3 clusters Score -156638.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -156658.203125 Penalty: 3565.078125
	Iteration 4Q: 3 clusters Score -156658.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -156671.203125 Penalty: 3565.078125
	Iteration 5Q: 3 clusters Score -156671.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -156678.906250 Penalty: 3565.078125
	Iteration 6Q: 3 clusters Score -156678.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -156687.734375 Penalty: 3565.078125
	Iteration 7Q: 3 clusters Score -156687.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -156702.828125 Penalty: 3565.078125
	Iteration 8Q: 3 clusters Score -156702.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -156707.734375 Penalty: 3565.078125
	Iteration 9Q: 3 clusters Score -156707.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -156713.015625 Penalty: 3565.078125
	Iteration 10Q: 3 clusters Score -156713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -156716.453125 Penalty: 3565.078125
	Iteration 11Q: 3 clusters Score -156716.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -156719.625000 Penalty: 3565.078125
	Iteration 12Q: 3 clusters Score -156719.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -156723.296875 Penalty: 3565.078125
	Iteration 13Q: 3 clusters Score -156723.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -156724.750000 Penalty: 3565.078125
	Iteration 14Q: 3 clusters Score -156724.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -156725.125000 Penalty: 3565.078125
	Iteration 15Q: 3 clusters Score -156725.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -156727.875000 Penalty: 3565.078125
	Iteration 16Q: 3 clusters Score -156727.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -156730.531250 Penalty: 3565.078125
	Iteration 17Q: 3 clusters Score -156730.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -156731.609375 Penalty: 3565.078125
	Iteration 18Q: 3 clusters Score -156731.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -156731.609375 Penalty: 3565.078125
	Iteration 19F: 3 clusters Score -156731.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (60400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Entering Unmasked Estep 
Score: -7434607.000000 Penalty: 2730.168457
	Iteration 0F: 2 clusters Score -7434607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -7393940.000000 Penalty: 5460.336914
	Iteration 0F: 3 clusters Score -7393940 nChanged 28237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -7409563.500000 Penalty: 5460.336914
	Iteration 1F: 3 clusters Score -7409564 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -7410101.500000 Penalty: 5460.336914
	Iteration 2Q: 3 clusters Score -7410102 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -7410669.000000 Penalty: 5460.336914
	Iteration 3Q: 3 clusters Score -7410669 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -7411212.000000 Penalty: 5460.336914
	Iteration 4Q: 3 clusters Score -7411212 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -7412023.500000 Penalty: 5460.336914
	Iteration 5Q: 3 clusters Score -7412024 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -7413103.500000 Penalty: 5460.336914
	Iteration 6Q: 3 clusters Score -7413104 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -7414794.500000 Penalty: 5460.336914
	Iteration 7F: 3 clusters Score -7414794 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -7417500.000000 Penalty: 5460.336914
	Iteration 8F: 3 clusters Score -7417500 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -7421329.500000 Penalty: 5460.336914
	Iteration 9F: 3 clusters Score -7421330 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 53285 members 
Entering Unmasked Estep 
Score: -7425593.000000 Penalty: 5460.336914
	Iteration 10F: 3 clusters Score -7425593 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 56824 members 
Entering Unmasked Estep 
Score: -7428935.500000 Penalty: 5460.336914
	Iteration 11F: 3 clusters Score -7428936 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 58828 members 
Entering Unmasked Estep 
Score: -7430803.500000 Penalty: 5460.336914
	Iteration 12Q: 3 clusters Score -7430804 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 59683 members 
Entering Unmasked Estep 
Score: -7431613.500000 Penalty: 5460.336914
	Iteration 13Q: 3 clusters Score -7431614 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -7431898.500000 Penalty: 5460.336914
	Iteration 14Q: 3 clusters Score -7431898 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 60072 members 
Entering Unmasked Estep 
Score: -7432039.500000 Penalty: 5460.336914
	Iteration 15Q: 3 clusters Score -7432040 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 60112 members 
Entering Unmasked Estep 
Score: -7432114.000000 Penalty: 5460.336914
	Iteration 16Q: 3 clusters Score -7432114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 60130 members 
Entering Unmasked Estep 
Score: -7432171.000000 Penalty: 5460.336914
	Iteration 17Q: 3 clusters Score -7432171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -7432181.000000 Penalty: 5460.336914
	Iteration 18Q: 3 clusters Score -7432181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 60147 members 
Entering Unmasked Estep 
Score: -7432203.000000 Penalty: 5460.336914
	Iteration 19Q: 3 clusters Score -7432203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 60150 members 
Entering Unmasked Estep 
Score: -7432213.000000 Penalty: 5460.336914
	Iteration 20F: 3 clusters Score -7432213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -7432224.000000 Penalty: 5460.336914
	Iteration 21Q: 3 clusters Score -7432224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 60153 members 
Entering Unmasked Estep 
Score: -7432223.500000 Penalty: 5460.336914
	Iteration 22Q: 3 clusters Score -7432224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 60154 members 
Entering Unmasked Estep 
Score: -7432220.000000 Penalty: 5460.336914
	Iteration 23Q: 3 clusters Score -7432220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 60155 members 
Entering Unmasked Estep 
Score: -7432225.500000 Penalty: 5460.336914
	Iteration 24Q: 3 clusters Score -7432226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -7432222.500000 Penalty: 5460.336914
	Iteration 25Q: 3 clusters Score -7432222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 60157 members 
Entering Unmasked Estep 
Score: -7432221.500000 Penalty: 5460.336914
	Iteration 26Q: 3 clusters Score -7432222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -7432225.500000 Penalty: 5460.336914
	Iteration 27Q: 3 clusters Score -7432226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -7432225.500000 Penalty: 5460.336914
	Iteration 28F: 3 clusters Score -7432226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Entering Unmasked Estep 
Score: -508680.250000 Penalty: 2096.178955
	Iteration 0F: 2 clusters Score -508680.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -504426.656250 Penalty: 4192.357910
	Iteration 0F: 3 clusters Score -504426.7 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -505926.406250 Penalty: 4192.357910
	Iteration 1F: 3 clusters Score -505926.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -506636.718750 Penalty: 4192.357910
	Iteration 2F: 3 clusters Score -506636.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -507156.187500 Penalty: 4192.357910
	Iteration 3F: 3 clusters Score -507156.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -507574.343750 Penalty: 4192.357910
	Iteration 4F: 3 clusters Score -507574.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -507879.718750 Penalty: 4192.357910
	Iteration 5F: 3 clusters Score -507879.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -508075.062500 Penalty: 4192.357910
	Iteration 6Q: 3 clusters Score -508075.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -508171.343750 Penalty: 4192.357910
	Iteration 7Q: 3 clusters Score -508171.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -508242.312500 Penalty: 4192.357910
	Iteration 8Q: 3 clusters Score -508242.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -508302.968750 Penalty: 4192.357910
	Iteration 9Q: 3 clusters Score -508303 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -508346.062500 Penalty: 4192.357910
	Iteration 10Q: 3 clusters Score -508346.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -508382.156250 Penalty: 4192.357910
	Iteration 11Q: 3 clusters Score -508382.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -508402.093750 Penalty: 4192.357910
	Iteration 12Q: 3 clusters Score -508402.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -508418.343750 Penalty: 4192.357910
	Iteration 13Q: 3 clusters Score -508418.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -508433.406250 Penalty: 4192.357910
	Iteration 14Q: 3 clusters Score -508433.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -508448.968750 Penalty: 4192.357910
	Iteration 15Q: 3 clusters Score -508449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -508460.875000 Penalty: 4192.357910
	Iteration 16Q: 3 clusters Score -508460.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -508479.531250 Penalty: 4192.357910
	Iteration 17Q: 3 clusters Score -508479.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -508506.000000 Penalty: 4192.357910
	Iteration 18Q: 3 clusters Score -508506 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -508540.062500 Penalty: 4192.357910
	Iteration 19Q: 3 clusters Score -508540.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -508563.718750 Penalty: 4192.357910
	Iteration 20F: 3 clusters Score -508563.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -508598.625000 Penalty: 4192.357910
	Iteration 21Q: 3 clusters Score -508598.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -508630.281250 Penalty: 4192.357910
	Iteration 22Q: 3 clusters Score -508630.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -508660.000000 Penalty: 4192.357910
	Iteration 23Q: 3 clusters Score -508660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -508698.562500 Penalty: 4192.357910
	Iteration 24Q: 3 clusters Score -508698.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -508720.625000 Penalty: 4192.357910
	Iteration 25Q: 3 clusters Score -508720.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -508733.625000 Penalty: 4192.357910
	Iteration 26Q: 3 clusters Score -508733.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -508747.656250 Penalty: 4192.357910
	Iteration 27Q: 3 clusters Score -508747.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -508758.156250 Penalty: 4192.357910
	Iteration 28Q: 3 clusters Score -508758.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -508767.656250 Penalty: 4192.357910
	Iteration 29Q: 3 clusters Score -508767.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -508771.906250 Penalty: 4192.357910
	Iteration 30Q: 3 clusters Score -508771.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -508773.500000 Penalty: 4192.357910
	Iteration 31Q: 3 clusters Score -508773.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -508774.406250 Penalty: 4192.357910
	Iteration 32Q: 3 clusters Score -508774.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -508775.968750 Penalty: 4192.357910
	Iteration 33Q: 3 clusters Score -508776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -508777.281250 Penalty: 4192.357910
	Iteration 34Q: 3 clusters Score -508777.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -508777.468750 Penalty: 4192.357910
	Iteration 35Q: 3 clusters Score -508777.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -508778.031250 Penalty: 4192.357910
	Iteration 36Q: 3 clusters Score -508778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -508780.781250 Penalty: 4192.357910
	Iteration 37Q: 3 clusters Score -508780.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -508782.656250 Penalty: 4192.357910
	Iteration 38Q: 3 clusters Score -508782.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -508784.406250 Penalty: 4192.357910
	Iteration 39Q: 3 clusters Score -508784.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -508786.812500 Penalty: 4192.357910
	Iteration 40F: 3 clusters Score -508786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -508787.125000 Penalty: 4192.357910
	Iteration 41Q: 3 clusters Score -508787.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -508788.406250 Penalty: 4192.357910
	Iteration 42Q: 3 clusters Score -508788.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -508788.218750 Penalty: 4192.357910
	Iteration 43Q: 3 clusters Score -508788.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -508791.156250 Penalty: 4192.357910
	Iteration 44Q: 3 clusters Score -508791.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -508792.500000 Penalty: 4192.357910
	Iteration 45Q: 3 clusters Score -508792.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -508792.875000 Penalty: 4192.357910
	Iteration 46Q: 3 clusters Score -508792.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -508794.437500 Penalty: 4192.357910
	Iteration 47Q: 3 clusters Score -508794.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -508796.875000 Penalty: 4192.357910
	Iteration 48Q: 3 clusters Score -508796.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -508798.312500 Penalty: 4192.357910
	Iteration 49Q: 3 clusters Score -508798.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -508799.656250 Penalty: 4192.357910
	Iteration 50Q: 3 clusters Score -508799.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -508799.218750 Penalty: 4192.357910
	Iteration 51Q: 3 clusters Score -508799.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -508800.156250 Penalty: 4192.357910
	Iteration 52Q: 3 clusters Score -508800.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -508801.562500 Penalty: 4192.357910
	Iteration 53Q: 3 clusters Score -508801.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -508802.875000 Penalty: 4192.357910
	Iteration 54Q: 3 clusters Score -508802.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -508805.468750 Penalty: 4192.357910
	Iteration 55Q: 3 clusters Score -508805.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -508808.875000 Penalty: 4192.357910
	Iteration 56Q: 3 clusters Score -508808.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -508810.000000 Penalty: 4192.357910
	Iteration 57Q: 3 clusters Score -508810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -508811.093750 Penalty: 4192.357910
	Iteration 58Q: 3 clusters Score -508811.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -508812.125000 Penalty: 4192.357910
	Iteration 59Q: 3 clusters Score -508812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -508811.468750 Penalty: 4192.357910
	Iteration 60F: 3 clusters Score -508811.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72136 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 1405 members 
Mstep: Class 24 contains 272028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 196 members 
Mstep: Class 32 contains 196491 members 
Mstep: Class 33 contains 751 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 170 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Mstep: Class 38 contains 3281 members 
Entering Unmasked Estep 
Score: -148071344.000000 Penalty: 132266.796875
Splitting cluster 23 changes total score from -148072592.000000 to -148071344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (272028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272028 members 
Entering Unmasked Estep 
Score: -33398764.000000 Penalty: 3103.387695
	Iteration 0F: 2 clusters Score -3.339876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135881 members 
Mstep: Class 2 contains 136147 members 
Entering Unmasked Estep 
Score: -33224180.000000 Penalty: 6206.775391
	Iteration 0F: 3 clusters Score -3.322418e+07 nChanged 131782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132575 members 
Mstep: Class 2 contains 139453 members 
Entering Unmasked Estep 
Score: -33301346.000000 Penalty: 6206.775391
	Iteration 1F: 3 clusters Score -3.330135e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130233 members 
Mstep: Class 2 contains 141795 members 
Entering Unmasked Estep 
Score: -33302574.000000 Penalty: 6206.775391
	Iteration 2Q: 3 clusters Score -3.330257e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126531 members 
Mstep: Class 2 contains 145497 members 
Entering Unmasked Estep 
Score: -33304098.000000 Penalty: 6206.775391
	Iteration 3Q: 3 clusters Score -3.33041e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120975 members 
Mstep: Class 2 contains 151053 members 
Entering Unmasked Estep 
Score: -33306996.000000 Penalty: 6206.775391
	Iteration 4Q: 3 clusters Score -3.3307e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112672 members 
Mstep: Class 2 contains 159356 members 
Entering Unmasked Estep 
Score: -33311922.000000 Penalty: 6206.775391
	Iteration 5Q: 3 clusters Score -3.331192e+07 nChanged 13953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100763 members 
Mstep: Class 2 contains 171265 members 
Entering Unmasked Estep 
Score: -33319752.000000 Penalty: 6206.775391
	Iteration 6F: 3 clusters Score -3.331975e+07 nChanged 17209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85018 members 
Mstep: Class 2 contains 187010 members 
Entering Unmasked Estep 
Score: -33331730.000000 Penalty: 6206.775391
	Iteration 7F: 3 clusters Score -3.333173e+07 nChanged 19090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67210 members 
Mstep: Class 2 contains 204818 members 
Entering Unmasked Estep 
Score: -33347270.000000 Penalty: 6206.775391
	Iteration 8F: 3 clusters Score -3.334727e+07 nChanged 18052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 221492 members 
Entering Unmasked Estep 
Score: -33362262.000000 Penalty: 6206.775391
	Iteration 9F: 3 clusters Score -3.336226e+07 nChanged 14105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 233977 members 
Entering Unmasked Estep 
Score: -33373292.000000 Penalty: 6206.775391
	Iteration 10F: 3 clusters Score -3.337329e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 242278 members 
Entering Unmasked Estep 
Score: -33379954.000000 Penalty: 6206.775391
	Iteration 11Q: 3 clusters Score -3.337995e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 248178 members 
Entering Unmasked Estep 
Score: -33384092.000000 Penalty: 6206.775391
	Iteration 12Q: 3 clusters Score -3.338409e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 252660 members 
Entering Unmasked Estep 
Score: -33386638.000000 Penalty: 6206.775391
	Iteration 13Q: 3 clusters Score -3.338664e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 256268 members 
Entering Unmasked Estep 
Score: -33388658.000000 Penalty: 6206.775391
	Iteration 14Q: 3 clusters Score -3.338866e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 259249 members 
Entering Unmasked Estep 
Score: -33390184.000000 Penalty: 6206.775391
	Iteration 15Q: 3 clusters Score -3.339018e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 261692 members 
Entering Unmasked Estep 
Score: -33391276.000000 Penalty: 6206.775391
	Iteration 16Q: 3 clusters Score -3.339128e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 263704 members 
Entering Unmasked Estep 
Score: -33392274.000000 Penalty: 6206.775391
	Iteration 17Q: 3 clusters Score -3.339227e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 265284 members 
Entering Unmasked Estep 
Score: -33393190.000000 Penalty: 6206.775391
	Iteration 18Q: 3 clusters Score -3.339319e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 266558 members 
Entering Unmasked Estep 
Score: -33393938.000000 Penalty: 6206.775391
	Iteration 19Q: 3 clusters Score -3.339394e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 267573 members 
Entering Unmasked Estep 
Score: -33394420.000000 Penalty: 6206.775391
	Iteration 20F: 3 clusters Score -3.339442e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 268335 members 
Entering Unmasked Estep 
Score: -33394792.000000 Penalty: 6206.775391
	Iteration 21Q: 3 clusters Score -3.339479e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 268895 members 
Entering Unmasked Estep 
Score: -33394984.000000 Penalty: 6206.775391
	Iteration 22Q: 3 clusters Score -3.339498e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 269330 members 
Entering Unmasked Estep 
Score: -33395224.000000 Penalty: 6206.775391
	Iteration 23Q: 3 clusters Score -3.339522e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 269660 members 
Entering Unmasked Estep 
Score: -33395314.000000 Penalty: 6206.775391
	Iteration 24Q: 3 clusters Score -3.339531e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 269925 members 
Entering Unmasked Estep 
Score: -33395456.000000 Penalty: 6206.775391
	Iteration 25Q: 3 clusters Score -3.339546e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 270121 members 
Entering Unmasked Estep 
Score: -33395594.000000 Penalty: 6206.775391
	Iteration 26Q: 3 clusters Score -3.339559e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 270281 members 
Entering Unmasked Estep 
Score: -33395670.000000 Penalty: 6206.775391
	Iteration 27Q: 3 clusters Score -3.339567e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 270405 members 
Entering Unmasked Estep 
Score: -33395684.000000 Penalty: 6206.775391
	Iteration 28Q: 3 clusters Score -3.339568e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 270518 members 
Entering Unmasked Estep 
Score: -33395748.000000 Penalty: 6206.775391
	Iteration 29Q: 3 clusters Score -3.339575e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 270586 members 
Entering Unmasked Estep 
Score: -33395762.000000 Penalty: 6206.775391
	Iteration 30Q: 3 clusters Score -3.339576e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 270645 members 
Entering Unmasked Estep 
Score: -33395798.000000 Penalty: 6206.775391
	Iteration 31Q: 3 clusters Score -3.33958e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 270704 members 
Entering Unmasked Estep 
Score: -33395892.000000 Penalty: 6206.775391
	Iteration 32Q: 3 clusters Score -3.339589e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 270747 members 
Entering Unmasked Estep 
Score: -33395904.000000 Penalty: 6206.775391
	Iteration 33Q: 3 clusters Score -3.33959e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 270795 members 
Entering Unmasked Estep 
Score: -33395916.000000 Penalty: 6206.775391
	Iteration 34Q: 3 clusters Score -3.339592e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 270836 members 
Entering Unmasked Estep 
Score: -33395946.000000 Penalty: 6206.775391
	Iteration 35Q: 3 clusters Score -3.339595e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 270869 members 
Entering Unmasked Estep 
Score: -33395936.000000 Penalty: 6206.775391
	Iteration 36Q: 3 clusters Score -3.339594e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 270896 members 
Entering Unmasked Estep 
Score: -33395976.000000 Penalty: 6206.775391
	Iteration 37Q: 3 clusters Score -3.339598e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 270925 members 
Entering Unmasked Estep 
Score: -33396028.000000 Penalty: 6206.775391
	Iteration 38Q: 3 clusters Score -3.339603e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 270947 members 
Entering Unmasked Estep 
Score: -33396034.000000 Penalty: 6206.775391
	Iteration 39Q: 3 clusters Score -3.339603e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 270969 members 
Entering Unmasked Estep 
Score: -33396036.000000 Penalty: 6206.775391
	Iteration 40F: 3 clusters Score -3.339604e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 270988 members 
Entering Unmasked Estep 
Score: -33396044.000000 Penalty: 6206.775391
	Iteration 41Q: 3 clusters Score -3.339604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 271005 members 
Entering Unmasked Estep 
Score: -33396066.000000 Penalty: 6206.775391
	Iteration 42Q: 3 clusters Score -3.339607e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 271018 members 
Entering Unmasked Estep 
Score: -33396066.000000 Penalty: 6206.775391
	Iteration 43Q: 3 clusters Score -3.339607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 271029 members 
Entering Unmasked Estep 
Score: -33396056.000000 Penalty: 6206.775391
	Iteration 44Q: 3 clusters Score -3.339606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 271044 members 
Entering Unmasked Estep 
Score: -33396060.000000 Penalty: 6206.775391
	Iteration 45Q: 3 clusters Score -3.339606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 271053 members 
Entering Unmasked Estep 
Score: -33396082.000000 Penalty: 6206.775391
	Iteration 46Q: 3 clusters Score -3.339608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 271059 members 
Entering Unmasked Estep 
Score: -33396086.000000 Penalty: 6206.775391
	Iteration 47Q: 3 clusters Score -3.339609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 271063 members 
Entering Unmasked Estep 
Score: -33396066.000000 Penalty: 6206.775391
	Iteration 48Q: 3 clusters Score -3.339607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 271067 members 
Entering Unmasked Estep 
Score: -33396062.000000 Penalty: 6206.775391
	Iteration 49Q: 3 clusters Score -3.339606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 271072 members 
Entering Unmasked Estep 
Score: -33396084.000000 Penalty: 6206.775391
	Iteration 50Q: 3 clusters Score -3.339608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 271077 members 
Entering Unmasked Estep 
Score: -33396090.000000 Penalty: 6206.775391
	Iteration 51Q: 3 clusters Score -3.339609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 271088 members 
Entering Unmasked Estep 
Score: -33396090.000000 Penalty: 6206.775391
	Iteration 52Q: 3 clusters Score -3.339609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 271096 members 
Entering Unmasked Estep 
Score: -33396096.000000 Penalty: 6206.775391
	Iteration 53Q: 3 clusters Score -3.33961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 271103 members 
Entering Unmasked Estep 
Score: -33396102.000000 Penalty: 6206.775391
	Iteration 54Q: 3 clusters Score -3.33961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 271113 members 
Entering Unmasked Estep 
Score: -33396104.000000 Penalty: 6206.775391
	Iteration 55Q: 3 clusters Score -3.33961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 271116 members 
Entering Unmasked Estep 
Score: -33396084.000000 Penalty: 6206.775391
	Iteration 56Q: 3 clusters Score -3.339608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 271119 members 
Entering Unmasked Estep 
Score: -33396092.000000 Penalty: 6206.775391
	Iteration 57Q: 3 clusters Score -3.339609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 271122 members 
Entering Unmasked Estep 
Score: -33396094.000000 Penalty: 6206.775391
	Iteration 58Q: 3 clusters Score -3.339609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 271123 members 
Entering Unmasked Estep 
Score: -33396104.000000 Penalty: 6206.775391
	Iteration 59Q: 3 clusters Score -3.33961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 271127 members 
Entering Unmasked Estep 
Score: -33396110.000000 Penalty: 6206.775391
	Iteration 60F: 3 clusters Score -3.339611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 271128 members 
Entering Unmasked Estep 
Score: -33396108.000000 Penalty: 6206.775391
	Iteration 61Q: 3 clusters Score -3.339611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 271131 members 
Entering Unmasked Estep 
Score: -33396110.000000 Penalty: 6206.775391
	Iteration 62Q: 3 clusters Score -3.339611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 271135 members 
Entering Unmasked Estep 
Score: -33396092.000000 Penalty: 6206.775391
	Iteration 63Q: 3 clusters Score -3.339609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 271139 members 
Entering Unmasked Estep 
Score: -33396122.000000 Penalty: 6206.775391
	Iteration 64Q: 3 clusters Score -3.339612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 271142 members 
Entering Unmasked Estep 
Score: -33396126.000000 Penalty: 6206.775391
	Iteration 65Q: 3 clusters Score -3.339613e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 271147 members 
Entering Unmasked Estep 
Score: -33396128.000000 Penalty: 6206.775391
	Iteration 66Q: 3 clusters Score -3.339613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 271150 members 
Entering Unmasked Estep 
Score: -33396134.000000 Penalty: 6206.775391
	Iteration 67Q: 3 clusters Score -3.339613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 271152 members 
Entering Unmasked Estep 
Score: -33396134.000000 Penalty: 6206.775391
	Iteration 68Q: 3 clusters Score -3.339613e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 271155 members 
Entering Unmasked Estep 
Score: -33396116.000000 Penalty: 6206.775391
	Iteration 69Q: 3 clusters Score -3.339612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 271154 members 
Entering Unmasked Estep 
Score: -33396134.000000 Penalty: 6206.775391
	Iteration 70Q: 3 clusters Score -3.339613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 271154 members 
Entering Unmasked Estep 
Score: -33396134.000000 Penalty: 6206.775391
	Iteration 71F: 3 clusters Score -3.339613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Entering Unmasked Estep 
Score: -1525186.250000 Penalty: 2345.443848
	Iteration 0F: 2 clusters Score -1525186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1515737.625000 Penalty: 4690.887695
	Iteration 0F: 3 clusters Score -1515738 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1518810.500000 Penalty: 4690.887695
	Iteration 1F: 3 clusters Score -1518810 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1519381.625000 Penalty: 4690.887695
	Iteration 2F: 3 clusters Score -1519382 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1520000.625000 Penalty: 4690.887695
	Iteration 3F: 3 clusters Score -1520001 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1520653.625000 Penalty: 4690.887695
	Iteration 4F: 3 clusters Score -1520654 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1521268.125000 Penalty: 4690.887695
	Iteration 5F: 3 clusters Score -1521268 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1521760.500000 Penalty: 4690.887695
	Iteration 6F: 3 clusters Score -1521760 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1522108.375000 Penalty: 4690.887695
	Iteration 7Q: 3 clusters Score -1522108 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1522411.500000 Penalty: 4690.887695
	Iteration 8Q: 3 clusters Score -1522412 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1522658.750000 Penalty: 4690.887695
	Iteration 9Q: 3 clusters Score -1522659 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1522872.250000 Penalty: 4690.887695
	Iteration 10Q: 3 clusters Score -1522872 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1523024.625000 Penalty: 4690.887695
	Iteration 11Q: 3 clusters Score -1523025 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1523129.500000 Penalty: 4690.887695
	Iteration 12Q: 3 clusters Score -1523130 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1523220.500000 Penalty: 4690.887695
	Iteration 13Q: 3 clusters Score -1523220 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1523318.000000 Penalty: 4690.887695
	Iteration 14Q: 3 clusters Score -1523318 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1523424.250000 Penalty: 4690.887695
	Iteration 15Q: 3 clusters Score -1523424 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1523521.000000 Penalty: 4690.887695
	Iteration 16Q: 3 clusters Score -1523521 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1523599.125000 Penalty: 4690.887695
	Iteration 17Q: 3 clusters Score -1523599 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1523671.250000 Penalty: 4690.887695
	Iteration 18Q: 3 clusters Score -1523671 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1523731.250000 Penalty: 4690.887695
	Iteration 19Q: 3 clusters Score -1523731 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1523796.750000 Penalty: 4690.887695
	Iteration 20F: 3 clusters Score -1523797 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1523842.875000 Penalty: 4690.887695
	Iteration 21Q: 3 clusters Score -1523843 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1523872.250000 Penalty: 4690.887695
	Iteration 22Q: 3 clusters Score -1523872 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1523894.000000 Penalty: 4690.887695
	Iteration 23Q: 3 clusters Score -1523894 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1523912.375000 Penalty: 4690.887695
	Iteration 24Q: 3 clusters Score -1523912 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1523928.125000 Penalty: 4690.887695
	Iteration 25Q: 3 clusters Score -1523928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1523943.375000 Penalty: 4690.887695
	Iteration 26Q: 3 clusters Score -1523943 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1523953.125000 Penalty: 4690.887695
	Iteration 27Q: 3 clusters Score -1523953 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1523969.500000 Penalty: 4690.887695
	Iteration 28Q: 3 clusters Score -1523970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1523976.125000 Penalty: 4690.887695
	Iteration 29Q: 3 clusters Score -1523976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1523983.125000 Penalty: 4690.887695
	Iteration 30Q: 3 clusters Score -1523983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1523989.375000 Penalty: 4690.887695
	Iteration 31Q: 3 clusters Score -1523989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1523992.625000 Penalty: 4690.887695
	Iteration 32Q: 3 clusters Score -1523993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1523992.000000 Penalty: 4690.887695
	Iteration 33Q: 3 clusters Score -1523992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1523999.250000 Penalty: 4690.887695
	Iteration 34Q: 3 clusters Score -1523999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1523997.625000 Penalty: 4690.887695
	Iteration 35Q: 3 clusters Score -1523998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1523999.000000 Penalty: 4690.887695
	Iteration 36Q: 3 clusters Score -1523999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1524003.125000 Penalty: 4690.887695
	Iteration 37Q: 3 clusters Score -1524003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1524001.875000 Penalty: 4690.887695
	Iteration 38Q: 3 clusters Score -1524002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1524002.750000 Penalty: 4690.887695
	Iteration 39Q: 3 clusters Score -1524003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1524007.625000 Penalty: 4690.887695
	Iteration 40F: 3 clusters Score -1524008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1524010.500000 Penalty: 4690.887695
	Iteration 41Q: 3 clusters Score -1524010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1524013.500000 Penalty: 4690.887695
	Iteration 42Q: 3 clusters Score -1524014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1524016.375000 Penalty: 4690.887695
	Iteration 43Q: 3 clusters Score -1524016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1524017.500000 Penalty: 4690.887695
	Iteration 44Q: 3 clusters Score -1524018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1524019.000000 Penalty: 4690.887695
	Iteration 45Q: 3 clusters Score -1524019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1524013.625000 Penalty: 4690.887695
	Iteration 46Q: 3 clusters Score -1524014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1524014.750000 Penalty: 4690.887695
	Iteration 47Q: 3 clusters Score -1524015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1524014.750000 Penalty: 4690.887695
	Iteration 48Q: 3 clusters Score -1524015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1524014.750000 Penalty: 4690.887695
	Iteration 49F: 3 clusters Score -1524015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (26147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Entering Unmasked Estep 
Score: -3103755.500000 Penalty: 2522.529541
	Iteration 0F: 2 clusters Score -3103756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -3085549.000000 Penalty: 5045.059082
	Iteration 0F: 3 clusters Score -3085549 nChanged 11841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -3092114.500000 Penalty: 5045.059082
	Iteration 1F: 3 clusters Score -3092114 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3092791.250000 Penalty: 5045.059082
	Iteration 2F: 3 clusters Score -3092791 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -3093634.250000 Penalty: 5045.059082
	Iteration 3F: 3 clusters Score -3093634 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3094666.250000 Penalty: 5045.059082
	Iteration 4F: 3 clusters Score -3094666 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -3095849.000000 Penalty: 5045.059082
	Iteration 5F: 3 clusters Score -3095849 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3097062.750000 Penalty: 5045.059082
	Iteration 6F: 3 clusters Score -3097063 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -3098180.750000 Penalty: 5045.059082
	Iteration 7F: 3 clusters Score -3098181 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -3099026.750000 Penalty: 5045.059082
	Iteration 8Q: 3 clusters Score -3099027 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -3099594.500000 Penalty: 5045.059082
	Iteration 9Q: 3 clusters Score -3099594 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -3099942.500000 Penalty: 5045.059082
	Iteration 10Q: 3 clusters Score -3099942 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -3100134.000000 Penalty: 5045.059082
	Iteration 11Q: 3 clusters Score -3100134 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -3100238.000000 Penalty: 5045.059082
	Iteration 12Q: 3 clusters Score -3100238 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -3100328.250000 Penalty: 5045.059082
	Iteration 13Q: 3 clusters Score -3100328 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3100382.750000 Penalty: 5045.059082
	Iteration 14Q: 3 clusters Score -3100383 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -3100416.750000 Penalty: 5045.059082
	Iteration 15Q: 3 clusters Score -3100417 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -3100448.000000 Penalty: 5045.059082
	Iteration 16Q: 3 clusters Score -3100448 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3100490.750000 Penalty: 5045.059082
	Iteration 17Q: 3 clusters Score -3100491 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -3100525.000000 Penalty: 5045.059082
	Iteration 18Q: 3 clusters Score -3100525 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -3100549.250000 Penalty: 5045.059082
	Iteration 19Q: 3 clusters Score -3100549 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3100579.750000 Penalty: 5045.059082
	Iteration 20F: 3 clusters Score -3100580 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -3100615.750000 Penalty: 5045.059082
	Iteration 21Q: 3 clusters Score -3100616 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -3100671.750000 Penalty: 5045.059082
	Iteration 22Q: 3 clusters Score -3100672 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -3100736.500000 Penalty: 5045.059082
	Iteration 23Q: 3 clusters Score -3100736 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -3100816.750000 Penalty: 5045.059082
	Iteration 24Q: 3 clusters Score -3100817 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -3100929.250000 Penalty: 5045.059082
	Iteration 25Q: 3 clusters Score -3100929 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -3101016.250000 Penalty: 5045.059082
	Iteration 26Q: 3 clusters Score -3101016 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -3101123.250000 Penalty: 5045.059082
	Iteration 27Q: 3 clusters Score -3101123 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3101248.000000 Penalty: 5045.059082
	Iteration 28Q: 3 clusters Score -3101248 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -3101320.750000 Penalty: 5045.059082
	Iteration 29Q: 3 clusters Score -3101321 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -3101420.500000 Penalty: 5045.059082
	Iteration 30Q: 3 clusters Score -3101420 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -3101492.750000 Penalty: 5045.059082
	Iteration 31Q: 3 clusters Score -3101493 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -3101537.000000 Penalty: 5045.059082
	Iteration 32Q: 3 clusters Score -3101537 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -3101594.750000 Penalty: 5045.059082
	Iteration 33Q: 3 clusters Score -3101595 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -3101652.500000 Penalty: 5045.059082
	Iteration 34Q: 3 clusters Score -3101652 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -3101718.750000 Penalty: 5045.059082
	Iteration 35Q: 3 clusters Score -3101719 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -3101777.250000 Penalty: 5045.059082
	Iteration 36Q: 3 clusters Score -3101777 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -3101818.500000 Penalty: 5045.059082
	Iteration 37Q: 3 clusters Score -3101818 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -3101864.000000 Penalty: 5045.059082
	Iteration 38Q: 3 clusters Score -3101864 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -3101897.500000 Penalty: 5045.059082
	Iteration 39Q: 3 clusters Score -3101898 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -3101976.250000 Penalty: 5045.059082
	Iteration 40F: 3 clusters Score -3101976 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -3102074.000000 Penalty: 5045.059082
	Iteration 41Q: 3 clusters Score -3102074 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3102216.000000 Penalty: 5045.059082
	Iteration 42Q: 3 clusters Score -3102216 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -3102392.250000 Penalty: 5045.059082
	Iteration 43Q: 3 clusters Score -3102392 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3102636.750000 Penalty: 5045.059082
	Iteration 44Q: 3 clusters Score -3102637 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -3102827.000000 Penalty: 5045.059082
	Iteration 45Q: 3 clusters Score -3102827 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -3103001.750000 Penalty: 5045.059082
	Iteration 46Q: 3 clusters Score -3103002 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -3103111.250000 Penalty: 5045.059082
	Iteration 47Q: 3 clusters Score -3103111 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -3103193.250000 Penalty: 5045.059082
	Iteration 48Q: 3 clusters Score -3103193 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -3103236.000000 Penalty: 5045.059082
	Iteration 49Q: 3 clusters Score -3103236 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -3103243.250000 Penalty: 5045.059082
	Iteration 50Q: 3 clusters Score -3103243 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -3103258.250000 Penalty: 5045.059082
	Iteration 51Q: 3 clusters Score -3103258 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -3103262.250000 Penalty: 5045.059082
	Iteration 52Q: 3 clusters Score -3103262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -3103261.250000 Penalty: 5045.059082
	Iteration 53Q: 3 clusters Score -3103261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -3103256.000000 Penalty: 5045.059082
	Iteration 54Q: 3 clusters Score -3103256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -3103255.000000 Penalty: 5045.059082
	Iteration 55Q: 3 clusters Score -3103255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -3103272.000000 Penalty: 5045.059082
	Iteration 56Q: 3 clusters Score -3103272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -3103266.250000 Penalty: 5045.059082
	Iteration 57Q: 3 clusters Score -3103266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -3103266.000000 Penalty: 5045.059082
	Iteration 58Q: 3 clusters Score -3103266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -3103270.750000 Penalty: 5045.059082
	Iteration 59Q: 3 clusters Score -3103271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -3103269.000000 Penalty: 5045.059082
	Iteration 60F: 3 clusters Score -3103269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3103271.750000 Penalty: 5045.059082
	Iteration 61Q: 3 clusters Score -3103272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3103274.750000 Penalty: 5045.059082
	Iteration 62Q: 3 clusters Score -3103275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -3103272.000000 Penalty: 5045.059082
	Iteration 63Q: 3 clusters Score -3103272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -3103274.500000 Penalty: 5045.059082
	Iteration 64Q: 3 clusters Score -3103274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -3103273.500000 Penalty: 5045.059082
	Iteration 65Q: 3 clusters Score -3103274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -3103273.250000 Penalty: 5045.059082
	Iteration 66Q: 3 clusters Score -3103273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -3103273.250000 Penalty: 5045.059082
	Iteration 67Q: 3 clusters Score -3103273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -3103275.750000 Penalty: 5045.059082
	Iteration 68Q: 3 clusters Score -3103276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -3103276.000000 Penalty: 5045.059082
	Iteration 69Q: 3 clusters Score -3103276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -3103275.000000 Penalty: 5045.059082
	Iteration 70Q: 3 clusters Score -3103275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -3103277.250000 Penalty: 5045.059082
	Iteration 71Q: 3 clusters Score -3103277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -3103273.500000 Penalty: 5045.059082
	Iteration 72Q: 3 clusters Score -3103274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -3103271.250000 Penalty: 5045.059082
	Iteration 73Q: 3 clusters Score -3103271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3103273.500000 Penalty: 5045.059082
	Iteration 74Q: 3 clusters Score -3103274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -3103271.750000 Penalty: 5045.059082
	Iteration 75Q: 3 clusters Score -3103272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -3103271.750000 Penalty: 5045.059082
	Iteration 76F: 3 clusters Score -3103272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -143826.171875 Penalty: 1754.170898
	Iteration 0F: 2 clusters Score -143826.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -141798.078125 Penalty: 3508.341797
	Iteration 0F: 3 clusters Score -141798.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -142220.296875 Penalty: 3508.341797
	Iteration 1F: 3 clusters Score -142220.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -142363.906250 Penalty: 3508.341797
	Iteration 2F: 3 clusters Score -142363.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -142456.500000 Penalty: 3508.341797
	Iteration 3Q: 3 clusters Score -142456.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -142517.421875 Penalty: 3508.341797
	Iteration 4Q: 3 clusters Score -142517.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -142574.359375 Penalty: 3508.341797
	Iteration 5Q: 3 clusters Score -142574.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -142621.890625 Penalty: 3508.341797
	Iteration 6Q: 3 clusters Score -142621.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -142654.296875 Penalty: 3508.341797
	Iteration 7Q: 3 clusters Score -142654.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -142679.046875 Penalty: 3508.341797
	Iteration 8Q: 3 clusters Score -142679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -142693.625000 Penalty: 3508.341797
	Iteration 9Q: 3 clusters Score -142693.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -142709.875000 Penalty: 3508.341797
	Iteration 10Q: 3 clusters Score -142709.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -142716.375000 Penalty: 3508.341797
	Iteration 11Q: 3 clusters Score -142716.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -142723.921875 Penalty: 3508.341797
	Iteration 12Q: 3 clusters Score -142723.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -142724.562500 Penalty: 3508.341797
	Iteration 13Q: 3 clusters Score -142724.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -142724.562500 Penalty: 3508.341797
	Iteration 14F: 3 clusters Score -142724.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -35772.574219 Penalty: 1474.464355
	Iteration 0F: 2 clusters Score -35772.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -34482.207031 Penalty: 2948.928711
	Iteration 0F: 3 clusters Score -34482.21 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34739.722656 Penalty: 2948.928711
	Iteration 1F: 3 clusters Score -34739.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34869.914062 Penalty: 2948.928711
	Iteration 2F: 3 clusters Score -34869.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -34905.257812 Penalty: 2948.928711
	Iteration 3Q: 3 clusters Score -34905.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -34919.378906 Penalty: 2948.928711
	Iteration 4Q: 3 clusters Score -34919.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34926.718750 Penalty: 2948.928711
	Iteration 5Q: 3 clusters Score -34926.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -34939.738281 Penalty: 2948.928711
	Iteration 6Q: 3 clusters Score -34939.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34946.144531 Penalty: 2948.928711
	Iteration 7Q: 3 clusters Score -34946.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34948.558594 Penalty: 2948.928711
	Iteration 8Q: 3 clusters Score -34948.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -34950.398438 Penalty: 2948.928711
	Iteration 9Q: 3 clusters Score -34950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -34955.652344 Penalty: 2948.928711
	Iteration 10Q: 3 clusters Score -34955.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -34964.230469 Penalty: 2948.928711
	Iteration 11Q: 3 clusters Score -34964.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34972.714844 Penalty: 2948.928711
	Iteration 12Q: 3 clusters Score -34972.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34983.070312 Penalty: 2948.928711
	Iteration 13Q: 3 clusters Score -34983.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -34998.179688 Penalty: 2948.928711
	Iteration 14Q: 3 clusters Score -34998.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35011.023438 Penalty: 2948.928711
	Iteration 15Q: 3 clusters Score -35011.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35034.585938 Penalty: 2948.928711
	Iteration 16Q: 3 clusters Score -35034.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35050.121094 Penalty: 2948.928711
	Iteration 17Q: 3 clusters Score -35050.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35061.683594 Penalty: 2948.928711
	Iteration 18Q: 3 clusters Score -35061.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35081.898438 Penalty: 2948.928711
	Iteration 19Q: 3 clusters Score -35081.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35083.324219 Penalty: 2948.928711
	Iteration 20F: 3 clusters Score -35083.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -35092.742188 Penalty: 2948.928711
	Iteration 21Q: 3 clusters Score -35092.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35124.570312 Penalty: 2948.928711
	Iteration 22Q: 3 clusters Score -35124.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35162.472656 Penalty: 2948.928711
	Iteration 23Q: 3 clusters Score -35162.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35206.941406 Penalty: 2948.928711
	Iteration 24Q: 3 clusters Score -35206.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -35228.195312 Penalty: 2948.928711
	Iteration 25Q: 3 clusters Score -35228.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -35230.925781 Penalty: 2948.928711
	Iteration 26Q: 3 clusters Score -35230.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -35230.925781 Penalty: 2948.928711
	Iteration 27F: 3 clusters Score -35230.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Entering Unmasked Estep 
Score: -991870.000000 Penalty: 2241.131348
	Iteration 0F: 2 clusters Score -991870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -985169.937500 Penalty: 4482.262695
	Iteration 0F: 3 clusters Score -985169.9 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -987016.125000 Penalty: 4482.262695
	Iteration 1F: 3 clusters Score -987016.1 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -987380.625000 Penalty: 4482.262695
	Iteration 2F: 3 clusters Score -987380.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -987730.750000 Penalty: 4482.262695
	Iteration 3F: 3 clusters Score -987730.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -988137.437500 Penalty: 4482.262695
	Iteration 4F: 3 clusters Score -988137.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -988650.562500 Penalty: 4482.262695
	Iteration 5F: 3 clusters Score -988650.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -989184.812500 Penalty: 4482.262695
	Iteration 6F: 3 clusters Score -989184.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -989641.312500 Penalty: 4482.262695
	Iteration 7F: 3 clusters Score -989641.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -989972.000000 Penalty: 4482.262695
	Iteration 8Q: 3 clusters Score -989972 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -990235.750000 Penalty: 4482.262695
	Iteration 9Q: 3 clusters Score -990235.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -990409.062500 Penalty: 4482.262695
	Iteration 10Q: 3 clusters Score -990409.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -990566.375000 Penalty: 4482.262695
	Iteration 11Q: 3 clusters Score -990566.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -990693.500000 Penalty: 4482.262695
	Iteration 12Q: 3 clusters Score -990693.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -990801.562500 Penalty: 4482.262695
	Iteration 13Q: 3 clusters Score -990801.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -990896.187500 Penalty: 4482.262695
	Iteration 14Q: 3 clusters Score -990896.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -990975.312500 Penalty: 4482.262695
	Iteration 15Q: 3 clusters Score -990975.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -991074.812500 Penalty: 4482.262695
	Iteration 16Q: 3 clusters Score -991074.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -991159.812500 Penalty: 4482.262695
	Iteration 17Q: 3 clusters Score -991159.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -991207.250000 Penalty: 4482.262695
	Iteration 18Q: 3 clusters Score -991207.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -991242.500000 Penalty: 4482.262695
	Iteration 19Q: 3 clusters Score -991242.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -991265.125000 Penalty: 4482.262695
	Iteration 20F: 3 clusters Score -991265.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -991281.875000 Penalty: 4482.262695
	Iteration 21Q: 3 clusters Score -991281.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -991295.062500 Penalty: 4482.262695
	Iteration 22Q: 3 clusters Score -991295.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -991298.625000 Penalty: 4482.262695
	Iteration 23Q: 3 clusters Score -991298.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -991298.875000 Penalty: 4482.262695
	Iteration 24Q: 3 clusters Score -991298.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -991301.125000 Penalty: 4482.262695
	Iteration 25Q: 3 clusters Score -991301.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -991302.125000 Penalty: 4482.262695
	Iteration 26Q: 3 clusters Score -991302.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -991305.062500 Penalty: 4482.262695
	Iteration 27Q: 3 clusters Score -991305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -991305.125000 Penalty: 4482.262695
	Iteration 28Q: 3 clusters Score -991305.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -991305.250000 Penalty: 4482.262695
	Iteration 29Q: 3 clusters Score -991305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -991306.937500 Penalty: 4482.262695
	Iteration 30Q: 3 clusters Score -991306.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -991309.812500 Penalty: 4482.262695
	Iteration 31Q: 3 clusters Score -991309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -991310.812500 Penalty: 4482.262695
	Iteration 32Q: 3 clusters Score -991310.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -991312.312500 Penalty: 4482.262695
	Iteration 33Q: 3 clusters Score -991312.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -991312.312500 Penalty: 4482.262695
	Iteration 34Q: 3 clusters Score -991312.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -991314.312500 Penalty: 4482.262695
	Iteration 35Q: 3 clusters Score -991314.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -991313.625000 Penalty: 4482.262695
	Iteration 36Q: 3 clusters Score -991313.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -991313.937500 Penalty: 4482.262695
	Iteration 37Q: 3 clusters Score -991313.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -991315.250000 Penalty: 4482.262695
	Iteration 38Q: 3 clusters Score -991315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -991314.500000 Penalty: 4482.262695
	Iteration 39Q: 3 clusters Score -991314.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -991314.750000 Penalty: 4482.262695
	Iteration 40F: 3 clusters Score -991314.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -991316.562500 Penalty: 4482.262695
	Iteration 41Q: 3 clusters Score -991316.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -991315.312500 Penalty: 4482.262695
	Iteration 42Q: 3 clusters Score -991315.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -991315.437500 Penalty: 4482.262695
	Iteration 43Q: 3 clusters Score -991315.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -991317.250000 Penalty: 4482.262695
	Iteration 44Q: 3 clusters Score -991317.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -991317.250000 Penalty: 4482.262695
	Iteration 45F: 3 clusters Score -991317.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (6469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Entering Unmasked Estep 
Score: -694386.437500 Penalty: 2176.144531
	Iteration 0F: 2 clusters Score -694386.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -688996.625000 Penalty: 4352.289062
	Iteration 0F: 3 clusters Score -688996.6 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -690483.000000 Penalty: 4352.289062
	Iteration 1F: 3 clusters Score -690483 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -690817.250000 Penalty: 4352.289062
	Iteration 2F: 3 clusters Score -690817.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -691131.937500 Penalty: 4352.289062
	Iteration 3F: 3 clusters Score -691131.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -691488.375000 Penalty: 4352.289062
	Iteration 4F: 3 clusters Score -691488.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -691867.625000 Penalty: 4352.289062
	Iteration 5F: 3 clusters Score -691867.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -692311.812500 Penalty: 4352.289062
	Iteration 6F: 3 clusters Score -692311.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -692774.125000 Penalty: 4352.289062
	Iteration 7F: 3 clusters Score -692774.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -693145.812500 Penalty: 4352.289062
	Iteration 8F: 3 clusters Score -693145.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -693402.375000 Penalty: 4352.289062
	Iteration 9Q: 3 clusters Score -693402.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -693569.437500 Penalty: 4352.289062
	Iteration 10Q: 3 clusters Score -693569.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -693675.875000 Penalty: 4352.289062
	Iteration 11Q: 3 clusters Score -693675.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -693747.500000 Penalty: 4352.289062
	Iteration 12Q: 3 clusters Score -693747.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -693800.812500 Penalty: 4352.289062
	Iteration 13Q: 3 clusters Score -693800.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -693851.375000 Penalty: 4352.289062
	Iteration 14Q: 3 clusters Score -693851.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -693880.687500 Penalty: 4352.289062
	Iteration 15Q: 3 clusters Score -693880.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -693904.500000 Penalty: 4352.289062
	Iteration 16Q: 3 clusters Score -693904.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -693928.000000 Penalty: 4352.289062
	Iteration 17Q: 3 clusters Score -693928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -693949.625000 Penalty: 4352.289062
	Iteration 18Q: 3 clusters Score -693949.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -693970.125000 Penalty: 4352.289062
	Iteration 19Q: 3 clusters Score -693970.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -693988.187500 Penalty: 4352.289062
	Iteration 20F: 3 clusters Score -693988.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -694006.000000 Penalty: 4352.289062
	Iteration 21Q: 3 clusters Score -694006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -694020.062500 Penalty: 4352.289062
	Iteration 22Q: 3 clusters Score -694020.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -694036.250000 Penalty: 4352.289062
	Iteration 23Q: 3 clusters Score -694036.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -694048.562500 Penalty: 4352.289062
	Iteration 24Q: 3 clusters Score -694048.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -694059.500000 Penalty: 4352.289062
	Iteration 25Q: 3 clusters Score -694059.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -694068.437500 Penalty: 4352.289062
	Iteration 26Q: 3 clusters Score -694068.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -694080.375000 Penalty: 4352.289062
	Iteration 27Q: 3 clusters Score -694080.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -694089.250000 Penalty: 4352.289062
	Iteration 28Q: 3 clusters Score -694089.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -694103.000000 Penalty: 4352.289062
	Iteration 29Q: 3 clusters Score -694103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -694114.687500 Penalty: 4352.289062
	Iteration 30Q: 3 clusters Score -694114.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -694121.687500 Penalty: 4352.289062
	Iteration 31Q: 3 clusters Score -694121.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -694127.000000 Penalty: 4352.289062
	Iteration 32Q: 3 clusters Score -694127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -694130.437500 Penalty: 4352.289062
	Iteration 33Q: 3 clusters Score -694130.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -694132.937500 Penalty: 4352.289062
	Iteration 34Q: 3 clusters Score -694132.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -694133.062500 Penalty: 4352.289062
	Iteration 35Q: 3 clusters Score -694133.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -694133.437500 Penalty: 4352.289062
	Iteration 36Q: 3 clusters Score -694133.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -694134.000000 Penalty: 4352.289062
	Iteration 37Q: 3 clusters Score -694134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -694134.437500 Penalty: 4352.289062
	Iteration 38Q: 3 clusters Score -694134.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -694133.812500 Penalty: 4352.289062
	Iteration 39Q: 3 clusters Score -694133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -694133.750000 Penalty: 4352.289062
	Iteration 40F: 3 clusters Score -694133.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -694133.125000 Penalty: 4352.289062
	Iteration 41Q: 3 clusters Score -694133.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -694133.125000 Penalty: 4352.289062
	Iteration 42F: 3 clusters Score -694133.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -18433.353516 Penalty: 1308.972412
	Iteration 0F: 2 clusters Score -18433.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -17352.787109 Penalty: 2617.944824
	Iteration 0F: 3 clusters Score -17352.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -17472.099609 Penalty: 2617.944824
	Iteration 1F: 3 clusters Score -17472.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -17513.375000 Penalty: 2617.944824
	Iteration 2Q: 3 clusters Score -17513.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -17516.384766 Penalty: 2617.944824
	Iteration 3Q: 3 clusters Score -17516.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17525.552734 Penalty: 2617.944824
	Iteration 4Q: 3 clusters Score -17525.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17533.207031 Penalty: 2617.944824
	Iteration 5Q: 3 clusters Score -17533.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17537.392578 Penalty: 2617.944824
	Iteration 6Q: 3 clusters Score -17537.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -17537.392578 Penalty: 2617.944824
	Iteration 7F: 3 clusters Score -17537.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (196491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196491 members 
Entering Unmasked Estep 
Score: -23913036.000000 Penalty: 3022.716064
	Iteration 0F: 2 clusters Score -2.391304e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98423 members 
Mstep: Class 2 contains 98068 members 
Entering Unmasked Estep 
Score: -23782470.000000 Penalty: 6045.432129
	Iteration 0F: 3 clusters Score -2.378247e+07 nChanged 94526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100625 members 
Mstep: Class 2 contains 95866 members 
Entering Unmasked Estep 
Score: -23837716.000000 Penalty: 6045.432129
	Iteration 1F: 3 clusters Score -2.383772e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101771 members 
Mstep: Class 2 contains 94720 members 
Entering Unmasked Estep 
Score: -23838832.000000 Penalty: 6045.432129
	Iteration 2Q: 3 clusters Score -2.383883e+07 nChanged 6059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103504 members 
Mstep: Class 2 contains 92987 members 
Entering Unmasked Estep 
Score: -23840432.000000 Penalty: 6045.432129
	Iteration 3Q: 3 clusters Score -2.384043e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106038 members 
Mstep: Class 2 contains 90453 members 
Entering Unmasked Estep 
Score: -23842830.000000 Penalty: 6045.432129
	Iteration 4Q: 3 clusters Score -2.384283e+07 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109767 members 
Mstep: Class 2 contains 86724 members 
Entering Unmasked Estep 
Score: -23846318.000000 Penalty: 6045.432129
	Iteration 5Q: 3 clusters Score -2.384632e+07 nChanged 10020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115031 members 
Mstep: Class 2 contains 81460 members 
Entering Unmasked Estep 
Score: -23851736.000000 Penalty: 6045.432129
	Iteration 6F: 3 clusters Score -2.385174e+07 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121855 members 
Mstep: Class 2 contains 74636 members 
Entering Unmasked Estep 
Score: -23860058.000000 Penalty: 6045.432129
	Iteration 7F: 3 clusters Score -2.386006e+07 nChanged 13078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129689 members 
Mstep: Class 2 contains 66802 members 
Entering Unmasked Estep 
Score: -23870464.000000 Penalty: 6045.432129
	Iteration 8F: 3 clusters Score -2.387046e+07 nChanged 13125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137104 members 
Mstep: Class 2 contains 59387 members 
Entering Unmasked Estep 
Score: -23881596.000000 Penalty: 6045.432129
	Iteration 9F: 3 clusters Score -2.38816e+07 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143031 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -23891134.000000 Penalty: 6045.432129
	Iteration 10F: 3 clusters Score -2.389113e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147068 members 
Mstep: Class 2 contains 49423 members 
Entering Unmasked Estep 
Score: -23896972.000000 Penalty: 6045.432129
	Iteration 11Q: 3 clusters Score -2.389697e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149956 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -23899838.000000 Penalty: 6045.432129
	Iteration 12Q: 3 clusters Score -2.389984e+07 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152202 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -23901450.000000 Penalty: 6045.432129
	Iteration 13Q: 3 clusters Score -2.390145e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154044 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -23902524.000000 Penalty: 6045.432129
	Iteration 14Q: 3 clusters Score -2.390252e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155618 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -23903288.000000 Penalty: 6045.432129
	Iteration 15Q: 3 clusters Score -2.390329e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157007 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -23903872.000000 Penalty: 6045.432129
	Iteration 16Q: 3 clusters Score -2.390387e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158273 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -23904358.000000 Penalty: 6045.432129
	Iteration 17Q: 3 clusters Score -2.390436e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159442 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -23904758.000000 Penalty: 6045.432129
	Iteration 18Q: 3 clusters Score -2.390476e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160502 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -23904980.000000 Penalty: 6045.432129
	Iteration 19Q: 3 clusters Score -2.390498e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161515 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -23905154.000000 Penalty: 6045.432129
	Iteration 20F: 3 clusters Score -2.390515e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162464 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -23905264.000000 Penalty: 6045.432129
	Iteration 21Q: 3 clusters Score -2.390526e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163401 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -23905404.000000 Penalty: 6045.432129
	Iteration 22Q: 3 clusters Score -2.39054e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164351 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -23905584.000000 Penalty: 6045.432129
	Iteration 23Q: 3 clusters Score -2.390558e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165280 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -23905772.000000 Penalty: 6045.432129
	Iteration 24Q: 3 clusters Score -2.390577e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166204 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -23905920.000000 Penalty: 6045.432129
	Iteration 25Q: 3 clusters Score -2.390592e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167102 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -23906136.000000 Penalty: 6045.432129
	Iteration 26Q: 3 clusters Score -2.390614e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167999 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -23906284.000000 Penalty: 6045.432129
	Iteration 27Q: 3 clusters Score -2.390628e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168895 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -23906402.000000 Penalty: 6045.432129
	Iteration 28Q: 3 clusters Score -2.39064e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169749 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -23906562.000000 Penalty: 6045.432129
	Iteration 29Q: 3 clusters Score -2.390656e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170587 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -23906618.000000 Penalty: 6045.432129
	Iteration 30Q: 3 clusters Score -2.390662e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171424 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -23906816.000000 Penalty: 6045.432129
	Iteration 31Q: 3 clusters Score -2.390682e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172272 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -23906968.000000 Penalty: 6045.432129
	Iteration 32Q: 3 clusters Score -2.390697e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173092 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -23907040.000000 Penalty: 6045.432129
	Iteration 33Q: 3 clusters Score -2.390704e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173901 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -23907170.000000 Penalty: 6045.432129
	Iteration 34Q: 3 clusters Score -2.390717e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174708 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -23907258.000000 Penalty: 6045.432129
	Iteration 35Q: 3 clusters Score -2.390726e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175471 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -23907400.000000 Penalty: 6045.432129
	Iteration 36Q: 3 clusters Score -2.39074e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176222 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -23907426.000000 Penalty: 6045.432129
	Iteration 37Q: 3 clusters Score -2.390743e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176928 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -23907510.000000 Penalty: 6045.432129
	Iteration 38Q: 3 clusters Score -2.390751e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177626 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -23907648.000000 Penalty: 6045.432129
	Iteration 39Q: 3 clusters Score -2.390765e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178335 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -23907696.000000 Penalty: 6045.432129
	Iteration 40F: 3 clusters Score -2.39077e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179042 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -23907854.000000 Penalty: 6045.432129
	Iteration 41Q: 3 clusters Score -2.390785e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179744 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -23908020.000000 Penalty: 6045.432129
	Iteration 42Q: 3 clusters Score -2.390802e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180444 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -23908202.000000 Penalty: 6045.432129
	Iteration 43Q: 3 clusters Score -2.39082e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181195 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -23908402.000000 Penalty: 6045.432129
	Iteration 44Q: 3 clusters Score -2.39084e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181933 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -23908564.000000 Penalty: 6045.432129
	Iteration 45Q: 3 clusters Score -2.390856e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182638 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -23908630.000000 Penalty: 6045.432129
	Iteration 46Q: 3 clusters Score -2.390863e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183349 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -23908836.000000 Penalty: 6045.432129
	Iteration 47Q: 3 clusters Score -2.390884e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184029 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -23909048.000000 Penalty: 6045.432129
	Iteration 48Q: 3 clusters Score -2.390905e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184647 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -23909104.000000 Penalty: 6045.432129
	Iteration 49Q: 3 clusters Score -2.39091e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185253 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -23909284.000000 Penalty: 6045.432129
	Iteration 50Q: 3 clusters Score -2.390928e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185830 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -23909418.000000 Penalty: 6045.432129
	Iteration 51Q: 3 clusters Score -2.390942e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186376 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -23909526.000000 Penalty: 6045.432129
	Iteration 52Q: 3 clusters Score -2.390953e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186869 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -23909686.000000 Penalty: 6045.432129
	Iteration 53Q: 3 clusters Score -2.390969e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187364 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -23909764.000000 Penalty: 6045.432129
	Iteration 54Q: 3 clusters Score -2.390976e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187830 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -23909810.000000 Penalty: 6045.432129
	Iteration 55Q: 3 clusters Score -2.390981e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188265 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -23909918.000000 Penalty: 6045.432129
	Iteration 56Q: 3 clusters Score -2.390992e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188631 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -23910030.000000 Penalty: 6045.432129
	Iteration 57Q: 3 clusters Score -2.391003e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189001 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -23910094.000000 Penalty: 6045.432129
	Iteration 58Q: 3 clusters Score -2.391009e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189353 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -23910120.000000 Penalty: 6045.432129
	Iteration 59Q: 3 clusters Score -2.391012e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189658 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -23910198.000000 Penalty: 6045.432129
	Iteration 60F: 3 clusters Score -2.39102e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189927 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -23910220.000000 Penalty: 6045.432129
	Iteration 61Q: 3 clusters Score -2.391022e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190203 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -23910294.000000 Penalty: 6045.432129
	Iteration 62Q: 3 clusters Score -2.391029e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190480 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -23910360.000000 Penalty: 6045.432129
	Iteration 63Q: 3 clusters Score -2.391036e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190749 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -23910456.000000 Penalty: 6045.432129
	Iteration 64Q: 3 clusters Score -2.391046e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190983 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -23910484.000000 Penalty: 6045.432129
	Iteration 65Q: 3 clusters Score -2.391048e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191187 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -23910588.000000 Penalty: 6045.432129
	Iteration 66Q: 3 clusters Score -2.391059e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191395 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -23910634.000000 Penalty: 6045.432129
	Iteration 67Q: 3 clusters Score -2.391063e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191600 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -23910676.000000 Penalty: 6045.432129
	Iteration 68Q: 3 clusters Score -2.391068e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191792 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -23910710.000000 Penalty: 6045.432129
	Iteration 69Q: 3 clusters Score -2.391071e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191966 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -23910758.000000 Penalty: 6045.432129
	Iteration 70Q: 3 clusters Score -2.391076e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192121 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -23910792.000000 Penalty: 6045.432129
	Iteration 71Q: 3 clusters Score -2.391079e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192273 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -23910832.000000 Penalty: 6045.432129
	Iteration 72Q: 3 clusters Score -2.391083e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192395 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -23910924.000000 Penalty: 6045.432129
	Iteration 73Q: 3 clusters Score -2.391092e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192505 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -23910956.000000 Penalty: 6045.432129
	Iteration 74Q: 3 clusters Score -2.391096e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192598 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -23911002.000000 Penalty: 6045.432129
	Iteration 75Q: 3 clusters Score -2.3911e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192669 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -23910998.000000 Penalty: 6045.432129
	Iteration 76Q: 3 clusters Score -2.3911e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192738 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -23911026.000000 Penalty: 6045.432129
	Iteration 77Q: 3 clusters Score -2.391103e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192808 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -23911054.000000 Penalty: 6045.432129
	Iteration 78Q: 3 clusters Score -2.391105e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192876 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -23911042.000000 Penalty: 6045.432129
	Iteration 79Q: 3 clusters Score -2.391104e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192938 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -23911068.000000 Penalty: 6045.432129
	Iteration 80F: 3 clusters Score -2.391107e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192983 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -23911054.000000 Penalty: 6045.432129
	Iteration 81Q: 3 clusters Score -2.391105e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193024 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -23911064.000000 Penalty: 6045.432129
	Iteration 82Q: 3 clusters Score -2.391106e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193069 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -23911092.000000 Penalty: 6045.432129
	Iteration 83Q: 3 clusters Score -2.391109e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193104 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -23911078.000000 Penalty: 6045.432129
	Iteration 84Q: 3 clusters Score -2.391108e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193134 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -23911114.000000 Penalty: 6045.432129
	Iteration 85Q: 3 clusters Score -2.391111e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193161 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -23911114.000000 Penalty: 6045.432129
	Iteration 86Q: 3 clusters Score -2.391111e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193196 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -23911136.000000 Penalty: 6045.432129
	Iteration 87Q: 3 clusters Score -2.391114e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193229 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -23911170.000000 Penalty: 6045.432129
	Iteration 88Q: 3 clusters Score -2.391117e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193265 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -23911150.000000 Penalty: 6045.432129
	Iteration 89Q: 3 clusters Score -2.391115e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193298 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -23911130.000000 Penalty: 6045.432129
	Iteration 90Q: 3 clusters Score -2.391113e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193329 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -23911142.000000 Penalty: 6045.432129
	Iteration 91Q: 3 clusters Score -2.391114e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193345 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -23911150.000000 Penalty: 6045.432129
	Iteration 92Q: 3 clusters Score -2.391115e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193360 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -23911156.000000 Penalty: 6045.432129
	Iteration 93Q: 3 clusters Score -2.391116e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193372 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -23911154.000000 Penalty: 6045.432129
	Iteration 94Q: 3 clusters Score -2.391115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193386 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -23911172.000000 Penalty: 6045.432129
	Iteration 95Q: 3 clusters Score -2.391117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193392 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -23911160.000000 Penalty: 6045.432129
	Iteration 96Q: 3 clusters Score -2.391116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193402 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -23911162.000000 Penalty: 6045.432129
	Iteration 97Q: 3 clusters Score -2.391116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193405 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -23911164.000000 Penalty: 6045.432129
	Iteration 98Q: 3 clusters Score -2.391116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193408 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -23911178.000000 Penalty: 6045.432129
	Iteration 99Q: 3 clusters Score -2.391118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193412 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -23911180.000000 Penalty: 6045.432129
	Iteration 100F: 3 clusters Score -2.391118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193415 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -23911176.000000 Penalty: 6045.432129
	Iteration 101Q: 3 clusters Score -2.391118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193418 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -23911174.000000 Penalty: 6045.432129
	Iteration 102Q: 3 clusters Score -2.391117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193419 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -23911178.000000 Penalty: 6045.432129
	Iteration 103Q: 3 clusters Score -2.391118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193423 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -23911174.000000 Penalty: 6045.432129
	Iteration 104Q: 3 clusters Score -2.391117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193424 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -23911180.000000 Penalty: 6045.432129
	Iteration 105Q: 3 clusters Score -2.391118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193425 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -23911170.000000 Penalty: 6045.432129
	Iteration 106Q: 3 clusters Score -2.391117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193426 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -23911170.000000 Penalty: 6045.432129
	Iteration 107Q: 3 clusters Score -2.391117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193429 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -23911168.000000 Penalty: 6045.432129
	Iteration 108Q: 3 clusters Score -2.391117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193432 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -23911168.000000 Penalty: 6045.432129
	Iteration 109Q: 3 clusters Score -2.391117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193435 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -23911188.000000 Penalty: 6045.432129
	Iteration 110Q: 3 clusters Score -2.391119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193439 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -23911192.000000 Penalty: 6045.432129
	Iteration 111Q: 3 clusters Score -2.391119e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193440 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -23911184.000000 Penalty: 6045.432129
	Iteration 112Q: 3 clusters Score -2.391118e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193440 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -23911184.000000 Penalty: 6045.432129
	Iteration 113F: 3 clusters Score -2.391118e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -77536.734375 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -77536.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -75808.367188 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -75808.37 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76165.484375 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -76165.48 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76489.421875 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -76489.42 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76840.265625 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -76840.27 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -77090.218750 Penalty: 3284.217285
	Iteration 4F: 3 clusters Score -77090.22 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -77233.468750 Penalty: 3284.217285
	Iteration 5F: 3 clusters Score -77233.47 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -77334.710938 Penalty: 3284.217285
	Iteration 6F: 3 clusters Score -77334.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -77420.820312 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -77420.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -77492.617188 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -77492.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -77533.992188 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -77533.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -77579.992188 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -77579.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -77643.257812 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -77643.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -77690.343750 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -77690.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -77709.757812 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -77709.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -77721.703125 Penalty: 3284.217285
	Iteration 14Q: 3 clusters Score -77721.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -77740.351562 Penalty: 3284.217285
	Iteration 15Q: 3 clusters Score -77740.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -77761.609375 Penalty: 3284.217285
	Iteration 16Q: 3 clusters Score -77761.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -77770.343750 Penalty: 3284.217285
	Iteration 17Q: 3 clusters Score -77770.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -77772.046875 Penalty: 3284.217285
	Iteration 18Q: 3 clusters Score -77772.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -77773.125000 Penalty: 3284.217285
	Iteration 19Q: 3 clusters Score -77773.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -77776.640625 Penalty: 3284.217285
	Iteration 20F: 3 clusters Score -77776.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4442 members 
Mstep: Class 3 contains 1967 members 
Mstep: Class 4 contains 1726 members 
Mstep: Class 5 contains 55449 members 
Mstep: Class 6 contains 67044 members 
Mstep: Class 7 contains 39729 members 
Mstep: Class 8 contains 3591 members 
Mstep: Class 9 contains 227905 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 7683 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 398 members 
Mstep: Class 15 contains 56729 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 17 contains 1938 members 
Mstep: Class 18 contains 72136 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3676 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 60400 members 
Mstep: Class 23 contains 4686 members 
Mstep: Class 24 contains 272028 members 
Mstep: Class 25 contains 12803 members 
Mstep: Class 26 contains 26147 members 
Mstep: Class 27 contains 1180 members 
Mstep: Class 28 contains 382 members 
Mstep: Class 29 contains 8407 members 
Mstep: Class 30 contains 6469 members 
Mstep: Class 31 contains 196 members 
Mstep: Class 32 contains 196491 members 
Mstep: Class 33 contains 285 members 
Mstep: Class 34 contains 601 members 
Mstep: Class 35 contains 170 members 
Mstep: Class 36 contains 289 members 
Mstep: Class 37 contains 480 members 
Mstep: Class 38 contains 466 members 
Entering Unmasked Estep 
Score: -148070928.000000 Penalty: 132266.796875
Splitting cluster 33 changes total score from -148072592.000000 to -148070928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Entering Unmasked Estep 
Score: -63852.835938 Penalty: 1586.851562
	Iteration 0F: 2 clusters Score -63852.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62227.257812 Penalty: 3173.703125
	Iteration 0F: 3 clusters Score -62227.26 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62406.671875 Penalty: 3173.703125
	Iteration 1F: 3 clusters Score -62406.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62503.527344 Penalty: 3173.703125
	Iteration 2F: 3 clusters Score -62503.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -62543.890625 Penalty: 3173.703125
	Iteration 3Q: 3 clusters Score -62543.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -62573.632812 Penalty: 3173.703125
	Iteration 4Q: 3 clusters Score -62573.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -62613.578125 Penalty: 3173.703125
	Iteration 5Q: 3 clusters Score -62613.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -62633.738281 Penalty: 3173.703125
	Iteration 6Q: 3 clusters Score -62633.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -62645.707031 Penalty: 3173.703125
	Iteration 7Q: 3 clusters Score -62645.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -62655.488281 Penalty: 3173.703125
	Iteration 8Q: 3 clusters Score -62655.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -62660.148438 Penalty: 3173.703125
	Iteration 9Q: 3 clusters Score -62660.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -62663.039062 Penalty: 3173.703125
	Iteration 10Q: 3 clusters Score -62663.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62664.777344 Penalty: 3173.703125
	Iteration 11Q: 3 clusters Score -62664.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62666.613281 Penalty: 3173.703125
	Iteration 12Q: 3 clusters Score -62666.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62666.613281 Penalty: 3173.703125
	Iteration 13F: 3 clusters Score -62666.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -12209.159180 Penalty: 1273.677979
	Iteration 0F: 2 clusters Score -12209.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -11265.308594 Penalty: 2547.355957
	Iteration 0F: 3 clusters Score -11265.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11430.686523 Penalty: 2547.355957
	Iteration 1F: 3 clusters Score -11430.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11568.247070 Penalty: 2547.355957
	Iteration 2F: 3 clusters Score -11568.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11603.908203 Penalty: 2547.355957
	Iteration 3Q: 3 clusters Score -11603.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -11652.726562 Penalty: 2547.355957
	Iteration 4Q: 3 clusters Score -11652.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11730.635742 Penalty: 2547.355957
	Iteration 5Q: 3 clusters Score -11730.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11783.569336 Penalty: 2547.355957
	Iteration 6Q: 3 clusters Score -11783.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -11783.569336 Penalty: 2547.355957
	Iteration 7F: 3 clusters Score -11783.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Entering Unmasked Estep 
Score: -30482.628906 Penalty: 1405.273804
	Iteration 0F: 2 clusters Score -30482.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29197.093750 Penalty: 2810.547607
	Iteration 0F: 3 clusters Score -29197.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29306.683594 Penalty: 2810.547607
	Iteration 1F: 3 clusters Score -29306.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29339.427734 Penalty: 2810.547607
	Iteration 2Q: 3 clusters Score -29339.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29353.218750 Penalty: 2810.547607
	Iteration 3Q: 3 clusters Score -29353.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29359.423828 Penalty: 2810.547607
	Iteration 4Q: 3 clusters Score -29359.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29380.585938 Penalty: 2810.547607
	Iteration 5Q: 3 clusters Score -29380.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29400.972656 Penalty: 2810.547607
	Iteration 6Q: 3 clusters Score -29400.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29407.771484 Penalty: 2810.547607
	Iteration 7Q: 3 clusters Score -29407.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29410.548828 Penalty: 2810.547607
	Iteration 8Q: 3 clusters Score -29410.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29410.548828 Penalty: 2810.547607
	Iteration 9F: 3 clusters Score -29410.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -54715.347656 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -54715.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -53227.363281 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -53227.36 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53412.632812 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -53412.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -53467.773438 Penalty: 3062.197998
	Iteration 2Q: 3 clusters Score -53467.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -53500.144531 Penalty: 3062.197998
	Iteration 3Q: 3 clusters Score -53500.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -53539.144531 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -53539.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -53614.585938 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -53614.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -53678.660156 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -53678.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -53716.566406 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -53716.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -53760.296875 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -53760.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -53797.128906 Penalty: 3062.197998
	Iteration 9Q: 3 clusters Score -53797.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -53842.679688 Penalty: 3062.197998
	Iteration 10Q: 3 clusters Score -53842.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53865.843750 Penalty: 3062.197998
	Iteration 11Q: 3 clusters Score -53865.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -53880.992188 Penalty: 3062.197998
	Iteration 12Q: 3 clusters Score -53880.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -53886.285156 Penalty: 3062.197998
	Iteration 13Q: 3 clusters Score -53886.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53898.828125 Penalty: 3062.197998
	Iteration 14Q: 3 clusters Score -53898.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -53906.742188 Penalty: 3062.197998
	Iteration 15Q: 3 clusters Score -53906.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -53908.417969 Penalty: 3062.197998
	Iteration 16Q: 3 clusters Score -53908.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -53908.417969 Penalty: 3062.197998
	Iteration 17F: 3 clusters Score -53908.42 nChanged 0
--- Evaluating fit on full set of 3736704 points ---
Entering Unmasked Estep 
Score: -452518176.000000 Penalty: 138866.968750
25->38 Clusters: Score -452518176.000000, best is -453093440.000000

Main iterations: 0 (time per=infms)
Total iterations: 78091 (time per=490.244504ms)
Iterations metric 2: 6203164327936.000000 (time per=6.171638ns)
Iterations metric 3: 186104053497856.000000 (time per=205.711175ps)

That took 38283.683594 seconds.
